warning: commands will be executed using /bin/sh
job 2596 at Sat Nov 23 15:29:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1821684 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1821684 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 95674 members 
Mstep: Class 3 contains 95949 members 
Mstep: Class 4 contains 95530 members 
Mstep: Class 5 contains 95958 members 
Mstep: Class 6 contains 96230 members 
Mstep: Class 7 contains 95632 members 
Mstep: Class 8 contains 95824 members 
Mstep: Class 9 contains 95534 members 
Mstep: Class 10 contains 95730 members 
Mstep: Class 11 contains 96361 members 
Mstep: Class 12 contains 95243 members 
Mstep: Class 13 contains 95658 members 
Mstep: Class 14 contains 95835 members 
Mstep: Class 15 contains 95925 members 
Mstep: Class 16 contains 96088 members 
Mstep: Class 17 contains 95903 members 
Mstep: Class 18 contains 95799 members 
Mstep: Class 19 contains 95868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1715.464233 but Gain 3574.984375
Score: -134913312.000000 Penalty: 64349.773438
Iteration 0F: 19 clusters Score -1.349133e+08 nChanged 1716224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1228 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 93579 members 
Mstep: Class 3 contains 91013 members 
Mstep: Class 4 contains 94415 members 
Mstep: Class 5 contains 152216 members 
Mstep: Class 6 contains 106733 members 
Mstep: Class 7 contains 53004 members 
Mstep: Class 8 contains 161340 members 
Mstep: Class 9 contains 61075 members 
Mstep: Class 10 contains 79781 members 
Mstep: Class 12 contains 69585 members 
Mstep: Class 13 contains 54388 members 
Mstep: Class 14 contains 128328 members 
Mstep: Class 15 contains 51184 members 
Mstep: Class 16 contains 74839 members 
Mstep: Class 17 contains 92034 members 
Mstep: Class 18 contains 101166 members 
Mstep: Class 19 contains 271841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139686064.000000 Penalty: 64349.773438
Iteration 1F: 19 clusters Score -1.396861e+08 nChanged 665514
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 66692 members 
Mstep: Class 3 contains 87966 members 
Mstep: Class 4 contains 77884 members 
Mstep: Class 5 contains 154735 members 
Mstep: Class 6 contains 90074 members 
Mstep: Class 7 contains 29365 members 
Mstep: Class 8 contains 175618 members 
Mstep: Class 9 contains 30583 members 
Mstep: Class 10 contains 51964 members 
Mstep: Class 12 contains 54113 members 
Mstep: Class 13 contains 37092 members 
Mstep: Class 14 contains 126779 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 46747 members 
Mstep: Class 17 contains 67556 members 
Mstep: Class 18 contains 111366 members 
Mstep: Class 19 contains 523646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140879744.000000 Penalty: 64349.773438
Iteration 2F: 19 clusters Score -1.408797e+08 nChanged 510499
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 38187 members 
Mstep: Class 3 contains 63600 members 
Mstep: Class 4 contains 62751 members 
Mstep: Class 5 contains 126983 members 
Mstep: Class 6 contains 65312 members 
Mstep: Class 7 contains 23450 members 
Mstep: Class 8 contains 145498 members 
Mstep: Class 9 contains 17038 members 
Mstep: Class 10 contains 41038 members 
Mstep: Class 12 contains 35147 members 
Mstep: Class 13 contains 26580 members 
Mstep: Class 14 contains 133372 members 
Mstep: Class 15 contains 21510 members 
Mstep: Class 16 contains 34768 members 
Mstep: Class 17 contains 43631 members 
Mstep: Class 18 contains 94329 members 
Mstep: Class 19 contains 802854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141495344.000000 Penalty: 64349.773438
Iteration 3F: 19 clusters Score -1.414953e+08 nChanged 350673
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 21371 members 
Mstep: Class 3 contains 34241 members 
Mstep: Class 4 contains 52991 members 
Mstep: Class 5 contains 92263 members 
Mstep: Class 6 contains 42710 members 
Mstep: Class 7 contains 23693 members 
Mstep: Class 8 contains 111744 members 
Mstep: Class 9 contains 12942 members 
Mstep: Class 10 contains 32926 members 
Mstep: Class 12 contains 20838 members 
Mstep: Class 13 contains 22394 members 
Mstep: Class 14 contains 145158 members 
Mstep: Class 15 contains 18969 members 
Mstep: Class 16 contains 34226 members 
Mstep: Class 17 contains 34052 members 
Mstep: Class 18 contains 61471 members 
Mstep: Class 19 contains 1025008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141816128.000000 Penalty: 64349.773438
Iteration 4F: 19 clusters Score -1.418161e+08 nChanged 234180
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 11936 members 
Mstep: Class 3 contains 16059 members 
Mstep: Class 4 contains 47594 members 
Mstep: Class 5 contains 63327 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 26669 members 
Mstep: Class 8 contains 83195 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 25320 members 
Mstep: Class 12 contains 12191 members 
Mstep: Class 13 contains 21916 members 
Mstep: Class 14 contains 150655 members 
Mstep: Class 15 contains 17141 members 
Mstep: Class 16 contains 37036 members 
Mstep: Class 17 contains 29118 members 
Mstep: Class 18 contains 37869 members 
Mstep: Class 19 contains 1177830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141954272.000000 Penalty: 64349.773438
Iteration 5F: 19 clusters Score -1.419543e+08 nChanged 142765
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 44700 members 
Mstep: Class 6 contains 16697 members 
Mstep: Class 7 contains 31185 members 
Mstep: Class 8 contains 72835 members 
Mstep: Class 9 contains 9240 members 
Mstep: Class 10 contains 20080 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 22886 members 
Mstep: Class 14 contains 152032 members 
Mstep: Class 15 contains 15263 members 
Mstep: Class 16 contains 39374 members 
Mstep: Class 17 contains 25755 members 
Mstep: Class 18 contains 26573 members 
Mstep: Class 19 contains 1255380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142044912.000000 Penalty: 64349.773438
Iteration 6F: 19 clusters Score -1.420449e+08 nChanged 93652
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 45798 members 
Mstep: Class 5 contains 33779 members 
Mstep: Class 6 contains 10665 members 
Mstep: Class 7 contains 35635 members 
Mstep: Class 8 contains 77061 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 24030 members 
Mstep: Class 14 contains 151955 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 40481 members 
Mstep: Class 17 contains 23204 members 
Mstep: Class 18 contains 22210 members 
Mstep: Class 19 contains 1286173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3226.787109 but Gain 3574.988281
Score: -142114672.000000 Penalty: 60774.785156
Iteration 7F: 18 clusters Score -1.421147e+08 nChanged 70114
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 4762 members 
Mstep: Class 4 contains 46324 members 
Mstep: Class 5 contains 28047 members 
Mstep: Class 6 contains 7477 members 
Mstep: Class 7 contains 38477 members 
Mstep: Class 8 contains 88514 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 16902 members 
Mstep: Class 12 contains 4699 members 
Mstep: Class 13 contains 25103 members 
Mstep: Class 14 contains 151568 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 40969 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 21044 members 
Mstep: Class 19 contains 1293559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142167760.000000 Penalty: 60774.785156
Iteration 8Q: 18 clusters Score -1.421678e+08 nChanged 49764
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 5 contains 26340 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 39824 members 
Mstep: Class 8 contains 99689 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 16750 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 25631 members 
Mstep: Class 14 contains 151086 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 41181 members 
Mstep: Class 17 contains 20776 members 
Mstep: Class 18 contains 20850 members 
Mstep: Class 19 contains 1287552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142203872.000000 Penalty: 60774.785156
Iteration 9Q: 18 clusters Score -1.422039e+08 nChanged 39120
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 4 contains 46457 members 
Mstep: Class 5 contains 27640 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 40387 members 
Mstep: Class 8 contains 109588 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 16829 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 25828 members 
Mstep: Class 14 contains 151068 members 
Mstep: Class 15 contains 10171 members 
Mstep: Class 16 contains 41229 members 
Mstep: Class 17 contains 20396 members 
Mstep: Class 18 contains 20633 members 
Mstep: Class 19 contains 1276756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142231408.000000 Penalty: 60774.785156
Iteration 10Q: 18 clusters Score -1.422314e+08 nChanged 34303
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 4 contains 46239 members 
Mstep: Class 5 contains 30719 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 40606 members 
Mstep: Class 8 contains 118558 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 16761 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 25799 members 
Mstep: Class 14 contains 151465 members 
Mstep: Class 15 contains 9944 members 
Mstep: Class 16 contains 41059 members 
Mstep: Class 17 contains 20221 members 
Mstep: Class 18 contains 20284 members 
Mstep: Class 19 contains 1263778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142257264.000000 Penalty: 60774.785156
Iteration 11Q: 18 clusters Score -1.422573e+08 nChanged 31578
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 5668 members 
Mstep: Class 4 contains 45989 members 
Mstep: Class 5 contains 34787 members 
Mstep: Class 6 contains 6957 members 
Mstep: Class 7 contains 40575 members 
Mstep: Class 8 contains 126552 members 
Mstep: Class 9 contains 8020 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 25761 members 
Mstep: Class 14 contains 152119 members 
Mstep: Class 15 contains 9861 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 20118 members 
Mstep: Class 18 contains 19993 members 
Mstep: Class 19 contains 1250339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142281808.000000 Penalty: 60774.785156
Iteration 12Q: 18 clusters Score -1.422818e+08 nChanged 29393
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6231 members 
Mstep: Class 4 contains 45882 members 
Mstep: Class 5 contains 38949 members 
Mstep: Class 6 contains 7747 members 
Mstep: Class 7 contains 40397 members 
Mstep: Class 8 contains 133626 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 16366 members 
Mstep: Class 12 contains 6097 members 
Mstep: Class 13 contains 25684 members 
Mstep: Class 14 contains 153094 members 
Mstep: Class 15 contains 9835 members 
Mstep: Class 16 contains 39978 members 
Mstep: Class 17 contains 20041 members 
Mstep: Class 18 contains 20405 members 
Mstep: Class 19 contains 1236853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142302496.000000 Penalty: 60774.785156
Iteration 13Q: 18 clusters Score -1.423025e+08 nChanged 27340
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6811 members 
Mstep: Class 4 contains 45792 members 
Mstep: Class 5 contains 43185 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 40027 members 
Mstep: Class 8 contains 139887 members 
Mstep: Class 9 contains 8050 members 
Mstep: Class 10 contains 16078 members 
Mstep: Class 12 contains 6696 members 
Mstep: Class 13 contains 25747 members 
Mstep: Class 14 contains 154282 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 16 contains 39410 members 
Mstep: Class 17 contains 20017 members 
Mstep: Class 18 contains 21968 members 
Mstep: Class 19 contains 1222750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142319344.000000 Penalty: 60774.785156
Iteration 14Q: 18 clusters Score -1.423193e+08 nChanged 25101
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 4 contains 45695 members 
Mstep: Class 5 contains 47534 members 
Mstep: Class 6 contains 9256 members 
Mstep: Class 7 contains 39617 members 
Mstep: Class 8 contains 145341 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 15835 members 
Mstep: Class 12 contains 7210 members 
Mstep: Class 13 contains 25962 members 
Mstep: Class 14 contains 155609 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 38911 members 
Mstep: Class 17 contains 19999 members 
Mstep: Class 18 contains 24505 members 
Mstep: Class 19 contains 1208218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142334848.000000 Penalty: 60774.785156
Iteration 15Q: 18 clusters Score -1.423348e+08 nChanged 22953
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7749 members 
Mstep: Class 4 contains 45587 members 
Mstep: Class 5 contains 52054 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 39265 members 
Mstep: Class 8 contains 150038 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 15612 members 
Mstep: Class 12 contains 7648 members 
Mstep: Class 13 contains 26285 members 
Mstep: Class 14 contains 156959 members 
Mstep: Class 15 contains 9836 members 
Mstep: Class 16 contains 38422 members 
Mstep: Class 17 contains 20028 members 
Mstep: Class 18 contains 27378 members 
Mstep: Class 19 contains 1193963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142348768.000000 Penalty: 60774.785156
Iteration 16Q: 18 clusters Score -1.423488e+08 nChanged 21620
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 8108 members 
Mstep: Class 4 contains 45501 members 
Mstep: Class 5 contains 57035 members 
Mstep: Class 6 contains 10429 members 
Mstep: Class 7 contains 38979 members 
Mstep: Class 8 contains 154088 members 
Mstep: Class 9 contains 8045 members 
Mstep: Class 10 contains 15411 members 
Mstep: Class 12 contains 8060 members 
Mstep: Class 13 contains 26711 members 
Mstep: Class 14 contains 158172 members 
Mstep: Class 15 contains 9838 members 
Mstep: Class 16 contains 37987 members 
Mstep: Class 17 contains 20081 members 
Mstep: Class 18 contains 30276 members 
Mstep: Class 19 contains 1180011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142362176.000000 Penalty: 60774.785156
Iteration 17Q: 18 clusters Score -1.423622e+08 nChanged 20931
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 4 contains 45341 members 
Mstep: Class 5 contains 62444 members 
Mstep: Class 6 contains 10818 members 
Mstep: Class 7 contains 38711 members 
Mstep: Class 8 contains 157560 members 
Mstep: Class 9 contains 8010 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 27094 members 
Mstep: Class 14 contains 159149 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 37663 members 
Mstep: Class 17 contains 20156 members 
Mstep: Class 18 contains 33419 members 
Mstep: Class 19 contains 1166420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142374160.000000 Penalty: 60774.785156
Iteration 18Q: 18 clusters Score -1.423742e+08 nChanged 19998
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8576 members 
Mstep: Class 4 contains 45182 members 
Mstep: Class 5 contains 68148 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 38481 members 
Mstep: Class 8 contains 160435 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 10 contains 15121 members 
Mstep: Class 12 contains 8674 members 
Mstep: Class 13 contains 27413 members 
Mstep: Class 14 contains 159891 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 37401 members 
Mstep: Class 17 contains 20235 members 
Mstep: Class 18 contains 36796 members 
Mstep: Class 19 contains 1153356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142385840.000000 Penalty: 60774.785156
Iteration 19Q: 18 clusters Score -1.423858e+08 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 8725 members 
Mstep: Class 4 contains 44921 members 
Mstep: Class 5 contains 74017 members 
Mstep: Class 6 contains 11477 members 
Mstep: Class 7 contains 38255 members 
Mstep: Class 8 contains 162889 members 
Mstep: Class 9 contains 7883 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 12 contains 8893 members 
Mstep: Class 13 contains 27726 members 
Mstep: Class 14 contains 160227 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 37203 members 
Mstep: Class 17 contains 20312 members 
Mstep: Class 18 contains 40196 members 
Mstep: Class 19 contains 1141059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142401472.000000 Penalty: 60774.785156
Iteration 20F: 18 clusters Score -1.424015e+08 nChanged 21249
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 10132 members 
Mstep: Class 4 contains 44678 members 
Mstep: Class 5 contains 80544 members 
Mstep: Class 6 contains 12089 members 
Mstep: Class 7 contains 37961 members 
Mstep: Class 8 contains 165006 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 14425 members 
Mstep: Class 12 contains 9191 members 
Mstep: Class 13 contains 27733 members 
Mstep: Class 14 contains 159640 members 
Mstep: Class 15 contains 9814 members 
Mstep: Class 16 contains 36775 members 
Mstep: Class 17 contains 20236 members 
Mstep: Class 18 contains 44614 members 
Mstep: Class 19 contains 1127760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142417120.000000 Penalty: 60774.785156
Iteration 21Q: 18 clusters Score -1.424171e+08 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 11286 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 87238 members 
Mstep: Class 6 contains 12649 members 
Mstep: Class 7 contains 37724 members 
Mstep: Class 8 contains 166872 members 
Mstep: Class 9 contains 7685 members 
Mstep: Class 10 contains 13900 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 27846 members 
Mstep: Class 14 contains 158802 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 36400 members 
Mstep: Class 17 contains 20232 members 
Mstep: Class 18 contains 48953 members 
Mstep: Class 19 contains 1114953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142432400.000000 Penalty: 60774.785156
Iteration 22Q: 18 clusters Score -1.424324e+08 nChanged 20477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 12139 members 
Mstep: Class 4 contains 44349 members 
Mstep: Class 5 contains 93466 members 
Mstep: Class 6 contains 13129 members 
Mstep: Class 7 contains 37512 members 
Mstep: Class 8 contains 168512 members 
Mstep: Class 9 contains 7551 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 27921 members 
Mstep: Class 14 contains 158046 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 36059 members 
Mstep: Class 17 contains 20271 members 
Mstep: Class 18 contains 53167 members 
Mstep: Class 19 contains 1103120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142444496.000000 Penalty: 60774.785156
Iteration 23Q: 18 clusters Score -1.424445e+08 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 12787 members 
Mstep: Class 4 contains 44306 members 
Mstep: Class 5 contains 99149 members 
Mstep: Class 6 contains 13581 members 
Mstep: Class 7 contains 37330 members 
Mstep: Class 8 contains 169788 members 
Mstep: Class 9 contains 7389 members 
Mstep: Class 10 contains 13169 members 
Mstep: Class 12 contains 9918 members 
Mstep: Class 13 contains 28044 members 
Mstep: Class 14 contains 157618 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 35716 members 
Mstep: Class 17 contains 20260 members 
Mstep: Class 18 contains 57164 members 
Mstep: Class 19 contains 1092138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142454320.000000 Penalty: 60774.785156
Iteration 24Q: 18 clusters Score -1.424543e+08 nChanged 16947
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 13300 members 
Mstep: Class 4 contains 44261 members 
Mstep: Class 5 contains 104338 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 37209 members 
Mstep: Class 8 contains 170821 members 
Mstep: Class 9 contains 7185 members 
Mstep: Class 10 contains 12913 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 28133 members 
Mstep: Class 14 contains 157303 members 
Mstep: Class 15 contains 9740 members 
Mstep: Class 16 contains 35392 members 
Mstep: Class 17 contains 20217 members 
Mstep: Class 18 contains 60932 members 
Mstep: Class 19 contains 1082103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142462272.000000 Penalty: 60774.785156
Iteration 25Q: 18 clusters Score -1.424623e+08 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13686 members 
Mstep: Class 4 contains 44265 members 
Mstep: Class 5 contains 108995 members 
Mstep: Class 6 contains 14524 members 
Mstep: Class 7 contains 37171 members 
Mstep: Class 8 contains 171670 members 
Mstep: Class 9 contains 6939 members 
Mstep: Class 10 contains 12742 members 
Mstep: Class 12 contains 10300 members 
Mstep: Class 13 contains 28219 members 
Mstep: Class 14 contains 157066 members 
Mstep: Class 15 contains 9718 members 
Mstep: Class 16 contains 35093 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 64419 members 
Mstep: Class 19 contains 1072981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142469024.000000 Penalty: 60774.785156
Iteration 26Q: 18 clusters Score -1.42469e+08 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 4 contains 44244 members 
Mstep: Class 5 contains 113267 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 37231 members 
Mstep: Class 8 contains 172383 members 
Mstep: Class 9 contains 6627 members 
Mstep: Class 10 contains 12617 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 156668 members 
Mstep: Class 15 contains 9690 members 
Mstep: Class 16 contains 34799 members 
Mstep: Class 17 contains 20039 members 
Mstep: Class 18 contains 67608 members 
Mstep: Class 19 contains 1064879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142473968.000000 Penalty: 60774.785156
Iteration 27Q: 18 clusters Score -1.42474e+08 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 14256 members 
Mstep: Class 4 contains 44251 members 
Mstep: Class 5 contains 117496 members 
Mstep: Class 6 contains 15353 members 
Mstep: Class 7 contains 37324 members 
Mstep: Class 8 contains 173056 members 
Mstep: Class 9 contains 6253 members 
Mstep: Class 10 contains 12486 members 
Mstep: Class 12 contains 10648 members 
Mstep: Class 13 contains 28365 members 
Mstep: Class 14 contains 156172 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 34501 members 
Mstep: Class 17 contains 19931 members 
Mstep: Class 18 contains 70523 members 
Mstep: Class 19 contains 1057400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142479344.000000 Penalty: 60774.785156
Iteration 28Q: 18 clusters Score -1.424793e+08 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 14441 members 
Mstep: Class 4 contains 44282 members 
Mstep: Class 5 contains 121594 members 
Mstep: Class 6 contains 15723 members 
Mstep: Class 7 contains 37477 members 
Mstep: Class 8 contains 173633 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 12354 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 28442 members 
Mstep: Class 14 contains 155522 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 34253 members 
Mstep: Class 17 contains 19826 members 
Mstep: Class 18 contains 73094 members 
Mstep: Class 19 contains 1050655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142484368.000000 Penalty: 60774.785156
Iteration 29Q: 18 clusters Score -1.424844e+08 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14537 members 
Mstep: Class 4 contains 44310 members 
Mstep: Class 5 contains 125840 members 
Mstep: Class 6 contains 16062 members 
Mstep: Class 7 contains 37598 members 
Mstep: Class 8 contains 174060 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 12233 members 
Mstep: Class 12 contains 10929 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 154741 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 34039 members 
Mstep: Class 17 contains 19723 members 
Mstep: Class 18 contains 75460 members 
Mstep: Class 19 contains 1044374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142488832.000000 Penalty: 60774.785156
Iteration 30Q: 18 clusters Score -1.424888e+08 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 4 contains 44357 members 
Mstep: Class 5 contains 130423 members 
Mstep: Class 6 contains 16381 members 
Mstep: Class 7 contains 37686 members 
Mstep: Class 8 contains 174375 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 12 contains 11041 members 
Mstep: Class 13 contains 28545 members 
Mstep: Class 14 contains 153791 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 19627 members 
Mstep: Class 18 contains 77578 members 
Mstep: Class 19 contains 1038293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142494048.000000 Penalty: 60774.785156
Iteration 31Q: 18 clusters Score -1.42494e+08 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14638 members 
Mstep: Class 4 contains 44412 members 
Mstep: Class 5 contains 135523 members 
Mstep: Class 6 contains 16706 members 
Mstep: Class 7 contains 37686 members 
Mstep: Class 8 contains 174619 members 
Mstep: Class 9 contains 4706 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 12 contains 11140 members 
Mstep: Class 13 contains 28584 members 
Mstep: Class 14 contains 152795 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 33698 members 
Mstep: Class 17 contains 19517 members 
Mstep: Class 18 contains 79540 members 
Mstep: Class 19 contains 1032039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142499360.000000 Penalty: 60774.785156
Iteration 32Q: 18 clusters Score -1.424994e+08 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14705 members 
Mstep: Class 4 contains 44459 members 
Mstep: Class 5 contains 141052 members 
Mstep: Class 6 contains 16977 members 
Mstep: Class 7 contains 37600 members 
Mstep: Class 8 contains 174797 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 11958 members 
Mstep: Class 12 contains 11281 members 
Mstep: Class 13 contains 28637 members 
Mstep: Class 14 contains 151667 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 33518 members 
Mstep: Class 17 contains 19400 members 
Mstep: Class 18 contains 81285 members 
Mstep: Class 19 contains 1025738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142506240.000000 Penalty: 60774.785156
Iteration 33Q: 18 clusters Score -1.425062e+08 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 14770 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 146745 members 
Mstep: Class 6 contains 17294 members 
Mstep: Class 7 contains 37453 members 
Mstep: Class 8 contains 175024 members 
Mstep: Class 9 contains 4275 members 
Mstep: Class 10 contains 11875 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 28702 members 
Mstep: Class 14 contains 150440 members 
Mstep: Class 15 contains 9624 members 
Mstep: Class 16 contains 33309 members 
Mstep: Class 17 contains 19293 members 
Mstep: Class 18 contains 82910 members 
Mstep: Class 19 contains 1019417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142511776.000000 Penalty: 60774.785156
Iteration 34Q: 18 clusters Score -1.425118e+08 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14808 members 
Mstep: Class 4 contains 44595 members 
Mstep: Class 5 contains 152245 members 
Mstep: Class 6 contains 17592 members 
Mstep: Class 7 contains 37191 members 
Mstep: Class 8 contains 175131 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 11809 members 
Mstep: Class 12 contains 11450 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 149176 members 
Mstep: Class 15 contains 9622 members 
Mstep: Class 16 contains 33171 members 
Mstep: Class 17 contains 19180 members 
Mstep: Class 18 contains 84350 members 
Mstep: Class 19 contains 1013626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142516288.000000 Penalty: 60774.785156
Iteration 35Q: 18 clusters Score -1.425163e+08 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 14847 members 
Mstep: Class 4 contains 44677 members 
Mstep: Class 5 contains 157389 members 
Mstep: Class 6 contains 17849 members 
Mstep: Class 7 contains 36989 members 
Mstep: Class 8 contains 175173 members 
Mstep: Class 9 contains 4126 members 
Mstep: Class 10 contains 11784 members 
Mstep: Class 12 contains 11500 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 147795 members 
Mstep: Class 15 contains 9615 members 
Mstep: Class 16 contains 33023 members 
Mstep: Class 17 contains 19076 members 
Mstep: Class 18 contains 85592 members 
Mstep: Class 19 contains 1008599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142519984.000000 Penalty: 60774.785156
Iteration 36Q: 18 clusters Score -1.4252e+08 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 14868 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 162214 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 36838 members 
Mstep: Class 8 contains 175213 members 
Mstep: Class 9 contains 4076 members 
Mstep: Class 10 contains 11752 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 28696 members 
Mstep: Class 14 contains 146327 members 
Mstep: Class 15 contains 9606 members 
Mstep: Class 16 contains 32934 members 
Mstep: Class 17 contains 18966 members 
Mstep: Class 18 contains 86686 members 
Mstep: Class 19 contains 1004138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142523472.000000 Penalty: 60774.785156
Iteration 37Q: 18 clusters Score -1.425235e+08 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14901 members 
Mstep: Class 4 contains 44790 members 
Mstep: Class 5 contains 166769 members 
Mstep: Class 6 contains 18253 members 
Mstep: Class 7 contains 36685 members 
Mstep: Class 8 contains 175240 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 10 contains 11732 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 28597 members 
Mstep: Class 14 contains 144817 members 
Mstep: Class 15 contains 9597 members 
Mstep: Class 16 contains 32860 members 
Mstep: Class 17 contains 18856 members 
Mstep: Class 18 contains 87608 members 
Mstep: Class 19 contains 1000264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142525728.000000 Penalty: 60774.785156
Iteration 38Q: 18 clusters Score -1.425257e+08 nChanged 7714
Entering ConstructFrom: 
Score: -142525728.000000 Penalty: 60774.785156
Entering ConstructFrom: 
Trying to split cluster 1 (15189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Entering Unmasked Estep 
Score: -1164588.250000 Penalty: 2387.824951
	Iteration 0F: 2 clusters Score -1164588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1153530.625000 Penalty: 4775.649902
	Iteration 0F: 3 clusters Score -1153531 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1157149.250000 Penalty: 4775.649902
	Iteration 1F: 3 clusters Score -1157149 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1157569.000000 Penalty: 4775.649902
	Iteration 2F: 3 clusters Score -1157569 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1157923.000000 Penalty: 4775.649902
	Iteration 3F: 3 clusters Score -1157923 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1158199.625000 Penalty: 4775.649902
	Iteration 4Q: 3 clusters Score -1158200 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1158452.875000 Penalty: 4775.649902
	Iteration 5Q: 3 clusters Score -1158453 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1158723.375000 Penalty: 4775.649902
	Iteration 6Q: 3 clusters Score -1158723 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1158978.250000 Penalty: 4775.649902
	Iteration 7Q: 3 clusters Score -1158978 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1159240.250000 Penalty: 4775.649902
	Iteration 8Q: 3 clusters Score -1159240 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1159522.000000 Penalty: 4775.649902
	Iteration 9Q: 3 clusters Score -1159522 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1159820.625000 Penalty: 4775.649902
	Iteration 10Q: 3 clusters Score -1159821 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1160171.125000 Penalty: 4775.649902
	Iteration 11Q: 3 clusters Score -1160171 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1160478.750000 Penalty: 4775.649902
	Iteration 12Q: 3 clusters Score -1160479 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1160735.875000 Penalty: 4775.649902
	Iteration 13Q: 3 clusters Score -1160736 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1160957.875000 Penalty: 4775.649902
	Iteration 14Q: 3 clusters Score -1160958 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1161157.750000 Penalty: 4775.649902
	Iteration 15Q: 3 clusters Score -1161158 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1161361.875000 Penalty: 4775.649902
	Iteration 16Q: 3 clusters Score -1161362 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1161528.250000 Penalty: 4775.649902
	Iteration 17Q: 3 clusters Score -1161528 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1161660.500000 Penalty: 4775.649902
	Iteration 18Q: 3 clusters Score -1161660 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1161761.875000 Penalty: 4775.649902
	Iteration 19Q: 3 clusters Score -1161762 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1161868.125000 Penalty: 4775.649902
	Iteration 20F: 3 clusters Score -1161868 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1161970.375000 Penalty: 4775.649902
	Iteration 21Q: 3 clusters Score -1161970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1162084.625000 Penalty: 4775.649902
	Iteration 22Q: 3 clusters Score -1162085 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1162188.250000 Penalty: 4775.649902
	Iteration 23Q: 3 clusters Score -1162188 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1162296.500000 Penalty: 4775.649902
	Iteration 24Q: 3 clusters Score -1162296 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1162398.750000 Penalty: 4775.649902
	Iteration 25Q: 3 clusters Score -1162399 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1162503.625000 Penalty: 4775.649902
	Iteration 26Q: 3 clusters Score -1162504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1162590.750000 Penalty: 4775.649902
	Iteration 27Q: 3 clusters Score -1162591 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1162672.625000 Penalty: 4775.649902
	Iteration 28Q: 3 clusters Score -1162673 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1162736.375000 Penalty: 4775.649902
	Iteration 29Q: 3 clusters Score -1162736 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1162786.750000 Penalty: 4775.649902
	Iteration 30Q: 3 clusters Score -1162787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1162822.750000 Penalty: 4775.649902
	Iteration 31Q: 3 clusters Score -1162823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1162858.750000 Penalty: 4775.649902
	Iteration 32Q: 3 clusters Score -1162859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1162891.750000 Penalty: 4775.649902
	Iteration 33Q: 3 clusters Score -1162892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1162914.625000 Penalty: 4775.649902
	Iteration 34Q: 3 clusters Score -1162915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1162937.625000 Penalty: 4775.649902
	Iteration 35Q: 3 clusters Score -1162938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1162960.500000 Penalty: 4775.649902
	Iteration 36Q: 3 clusters Score -1162960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1162989.250000 Penalty: 4775.649902
	Iteration 37Q: 3 clusters Score -1162989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1163010.000000 Penalty: 4775.649902
	Iteration 38Q: 3 clusters Score -1163010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1163029.000000 Penalty: 4775.649902
	Iteration 39Q: 3 clusters Score -1163029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1163039.875000 Penalty: 4775.649902
	Iteration 40F: 3 clusters Score -1163040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1163051.250000 Penalty: 4775.649902
	Iteration 41Q: 3 clusters Score -1163051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1163063.250000 Penalty: 4775.649902
	Iteration 42Q: 3 clusters Score -1163063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1163069.250000 Penalty: 4775.649902
	Iteration 43Q: 3 clusters Score -1163069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1163076.875000 Penalty: 4775.649902
	Iteration 44Q: 3 clusters Score -1163077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1163079.000000 Penalty: 4775.649902
	Iteration 45Q: 3 clusters Score -1163079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1163084.750000 Penalty: 4775.649902
	Iteration 46Q: 3 clusters Score -1163085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1163092.000000 Penalty: 4775.649902
	Iteration 47Q: 3 clusters Score -1163092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1163095.375000 Penalty: 4775.649902
	Iteration 48Q: 3 clusters Score -1163095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1163103.625000 Penalty: 4775.649902
	Iteration 49Q: 3 clusters Score -1163104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1163105.625000 Penalty: 4775.649902
	Iteration 50Q: 3 clusters Score -1163106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1163110.875000 Penalty: 4775.649902
	Iteration 51Q: 3 clusters Score -1163111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1163118.000000 Penalty: 4775.649902
	Iteration 52Q: 3 clusters Score -1163118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1163119.500000 Penalty: 4775.649902
	Iteration 53Q: 3 clusters Score -1163120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1163124.125000 Penalty: 4775.649902
	Iteration 54Q: 3 clusters Score -1163124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1163126.625000 Penalty: 4775.649902
	Iteration 55Q: 3 clusters Score -1163127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1163141.375000 Penalty: 4775.649902
	Iteration 56Q: 3 clusters Score -1163141 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1163156.625000 Penalty: 4775.649902
	Iteration 57Q: 3 clusters Score -1163157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1163172.750000 Penalty: 4775.649902
	Iteration 58Q: 3 clusters Score -1163173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1163195.000000 Penalty: 4775.649902
	Iteration 59Q: 3 clusters Score -1163195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1163217.750000 Penalty: 4775.649902
	Iteration 60F: 3 clusters Score -1163218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1163241.000000 Penalty: 4775.649902
	Iteration 61Q: 3 clusters Score -1163241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1163260.250000 Penalty: 4775.649902
	Iteration 62Q: 3 clusters Score -1163260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1163278.500000 Penalty: 4775.649902
	Iteration 63Q: 3 clusters Score -1163278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1163303.125000 Penalty: 4775.649902
	Iteration 64Q: 3 clusters Score -1163303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1163323.750000 Penalty: 4775.649902
	Iteration 65Q: 3 clusters Score -1163324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1163349.000000 Penalty: 4775.649902
	Iteration 66Q: 3 clusters Score -1163349 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1163370.875000 Penalty: 4775.649902
	Iteration 67Q: 3 clusters Score -1163371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1163382.000000 Penalty: 4775.649902
	Iteration 68Q: 3 clusters Score -1163382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1163391.000000 Penalty: 4775.649902
	Iteration 69Q: 3 clusters Score -1163391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1163401.250000 Penalty: 4775.649902
	Iteration 70Q: 3 clusters Score -1163401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1163407.500000 Penalty: 4775.649902
	Iteration 71Q: 3 clusters Score -1163408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1163413.375000 Penalty: 4775.649902
	Iteration 72Q: 3 clusters Score -1163413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1163417.375000 Penalty: 4775.649902
	Iteration 73Q: 3 clusters Score -1163417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1163419.625000 Penalty: 4775.649902
	Iteration 74Q: 3 clusters Score -1163420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1163426.750000 Penalty: 4775.649902
	Iteration 75Q: 3 clusters Score -1163427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1163432.500000 Penalty: 4775.649902
	Iteration 76Q: 3 clusters Score -1163432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1163434.625000 Penalty: 4775.649902
	Iteration 77Q: 3 clusters Score -1163435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1163436.875000 Penalty: 4775.649902
	Iteration 78Q: 3 clusters Score -1163437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1163438.125000 Penalty: 4775.649902
	Iteration 79Q: 3 clusters Score -1163438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1163439.375000 Penalty: 4775.649902
	Iteration 80F: 3 clusters Score -1163439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1163438.000000 Penalty: 4775.649902
	Iteration 81Q: 3 clusters Score -1163438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1163438.750000 Penalty: 4775.649902
	Iteration 82Q: 3 clusters Score -1163439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1163434.625000 Penalty: 4775.649902
	Iteration 83Q: 3 clusters Score -1163435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1163438.250000 Penalty: 4775.649902
	Iteration 84Q: 3 clusters Score -1163438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1163439.500000 Penalty: 4775.649902
	Iteration 85Q: 3 clusters Score -1163440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1163442.875000 Penalty: 4775.649902
	Iteration 86Q: 3 clusters Score -1163443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1163441.375000 Penalty: 4775.649902
	Iteration 87Q: 3 clusters Score -1163441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1163441.375000 Penalty: 4775.649902
	Iteration 88Q: 3 clusters Score -1163441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1163441.375000 Penalty: 4775.649902
	Iteration 89F: 3 clusters Score -1163441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Entering Unmasked Estep 
Score: -1059575.625000 Penalty: 2383.426758
	Iteration 0F: 2 clusters Score -1059576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1048762.625000 Penalty: 4766.853516
	Iteration 0F: 3 clusters Score -1048763 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1052422.000000 Penalty: 4766.853516
	Iteration 1F: 3 clusters Score -1052422 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1053328.250000 Penalty: 4766.853516
	Iteration 2F: 3 clusters Score -1053328 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1054826.000000 Penalty: 4766.853516
	Iteration 3F: 3 clusters Score -1054826 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1056743.000000 Penalty: 4766.853516
	Iteration 4F: 3 clusters Score -1056743 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1058733.750000 Penalty: 4766.853516
	Iteration 5F: 3 clusters Score -1058734 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1060091.875000 Penalty: 4766.853516
	Iteration 6F: 3 clusters Score -1060092 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1060676.750000 Penalty: 4766.853516
	Iteration 7F: 3 clusters Score -1060677 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1060912.375000 Penalty: 4766.853516
	Iteration 8Q: 3 clusters Score -1060912 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1061041.000000 Penalty: 4766.853516
	Iteration 9Q: 3 clusters Score -1061041 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1061151.500000 Penalty: 4766.853516
	Iteration 10Q: 3 clusters Score -1061152 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1061244.250000 Penalty: 4766.853516
	Iteration 11Q: 3 clusters Score -1061244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1061326.500000 Penalty: 4766.853516
	Iteration 12Q: 3 clusters Score -1061326 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1061390.000000 Penalty: 4766.853516
	Iteration 13Q: 3 clusters Score -1061390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1061443.625000 Penalty: 4766.853516
	Iteration 14Q: 3 clusters Score -1061444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1061502.875000 Penalty: 4766.853516
	Iteration 15Q: 3 clusters Score -1061503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1061551.000000 Penalty: 4766.853516
	Iteration 16Q: 3 clusters Score -1061551 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1061590.500000 Penalty: 4766.853516
	Iteration 17Q: 3 clusters Score -1061590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1061611.750000 Penalty: 4766.853516
	Iteration 18Q: 3 clusters Score -1061612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1061636.500000 Penalty: 4766.853516
	Iteration 19Q: 3 clusters Score -1061636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1061655.500000 Penalty: 4766.853516
	Iteration 20F: 3 clusters Score -1061656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1061669.375000 Penalty: 4766.853516
	Iteration 21Q: 3 clusters Score -1061669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1061689.000000 Penalty: 4766.853516
	Iteration 22Q: 3 clusters Score -1061689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1061697.000000 Penalty: 4766.853516
	Iteration 23Q: 3 clusters Score -1061697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1061705.625000 Penalty: 4766.853516
	Iteration 24Q: 3 clusters Score -1061706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1061711.250000 Penalty: 4766.853516
	Iteration 25Q: 3 clusters Score -1061711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1061714.375000 Penalty: 4766.853516
	Iteration 26Q: 3 clusters Score -1061714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1061717.250000 Penalty: 4766.853516
	Iteration 27Q: 3 clusters Score -1061717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1061717.750000 Penalty: 4766.853516
	Iteration 28Q: 3 clusters Score -1061718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1061718.625000 Penalty: 4766.853516
	Iteration 29Q: 3 clusters Score -1061719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1061720.500000 Penalty: 4766.853516
	Iteration 30Q: 3 clusters Score -1061720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1061721.125000 Penalty: 4766.853516
	Iteration 31Q: 3 clusters Score -1061721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1061721.875000 Penalty: 4766.853516
	Iteration 32Q: 3 clusters Score -1061722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1061722.125000 Penalty: 4766.853516
	Iteration 33Q: 3 clusters Score -1061722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1061722.875000 Penalty: 4766.853516
	Iteration 34Q: 3 clusters Score -1061723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1061723.625000 Penalty: 4766.853516
	Iteration 35Q: 3 clusters Score -1061724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1061724.750000 Penalty: 4766.853516
	Iteration 36Q: 3 clusters Score -1061725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1061725.875000 Penalty: 4766.853516
	Iteration 37Q: 3 clusters Score -1061726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1061725.375000 Penalty: 4766.853516
	Iteration 38Q: 3 clusters Score -1061725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1061725.250000 Penalty: 4766.853516
	Iteration 39Q: 3 clusters Score -1061725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1061726.875000 Penalty: 4766.853516
	Iteration 40F: 3 clusters Score -1061727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1061726.375000 Penalty: 4766.853516
	Iteration 41Q: 3 clusters Score -1061726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1061725.250000 Penalty: 4766.853516
	Iteration 42Q: 3 clusters Score -1061725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1061723.750000 Penalty: 4766.853516
	Iteration 43Q: 3 clusters Score -1061724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1061724.125000 Penalty: 4766.853516
	Iteration 44Q: 3 clusters Score -1061724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1061725.125000 Penalty: 4766.853516
	Iteration 45Q: 3 clusters Score -1061725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1061725.125000 Penalty: 4766.853516
	Iteration 46F: 3 clusters Score -1061725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 44835 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 36512 members 
Mstep: Class 8 contains 175198 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 143268 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Entering Unmasked Estep 
Score: -142527936.000000 Penalty: 64349.773438
Splitting cluster 2 changes total score from -142525728.000000 to -142527936.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (44835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Entering Unmasked Estep 
Score: -3485049.000000 Penalty: 2656.264404
	Iteration 0F: 2 clusters Score -3485049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3454663.250000 Penalty: 5312.528809
	Iteration 0F: 3 clusters Score -3454663 nChanged 20811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3467024.250000 Penalty: 5312.528809
	Iteration 1F: 3 clusters Score -3467024 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3469376.750000 Penalty: 5312.528809
	Iteration 2F: 3 clusters Score -3469377 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3473130.500000 Penalty: 5312.528809
	Iteration 3F: 3 clusters Score -3473130 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3477678.000000 Penalty: 5312.528809
	Iteration 4F: 3 clusters Score -3477678 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -3481380.250000 Penalty: 5312.528809
	Iteration 5F: 3 clusters Score -3481380 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3483461.250000 Penalty: 5312.528809
	Iteration 6F: 3 clusters Score -3483461 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3484601.750000 Penalty: 5312.528809
	Iteration 7Q: 3 clusters Score -3484602 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3485290.250000 Penalty: 5312.528809
	Iteration 8Q: 3 clusters Score -3485290 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3485739.500000 Penalty: 5312.528809
	Iteration 9Q: 3 clusters Score -3485740 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3486069.000000 Penalty: 5312.528809
	Iteration 10Q: 3 clusters Score -3486069 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -3486261.500000 Penalty: 5312.528809
	Iteration 11Q: 3 clusters Score -3486262 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3486452.500000 Penalty: 5312.528809
	Iteration 12Q: 3 clusters Score -3486452 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3486561.250000 Penalty: 5312.528809
	Iteration 13Q: 3 clusters Score -3486561 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3486613.750000 Penalty: 5312.528809
	Iteration 14Q: 3 clusters Score -3486614 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -3486655.250000 Penalty: 5312.528809
	Iteration 15Q: 3 clusters Score -3486655 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3486676.500000 Penalty: 5312.528809
	Iteration 16Q: 3 clusters Score -3486676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -3486708.250000 Penalty: 5312.528809
	Iteration 17Q: 3 clusters Score -3486708 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3486713.000000 Penalty: 5312.528809
	Iteration 18Q: 3 clusters Score -3486713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3486735.500000 Penalty: 5312.528809
	Iteration 19Q: 3 clusters Score -3486736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -3486719.750000 Penalty: 5312.528809
	Iteration 20F: 3 clusters Score -3486720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3486731.500000 Penalty: 5312.528809
	Iteration 21Q: 3 clusters Score -3486732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -3486741.500000 Penalty: 5312.528809
	Iteration 22Q: 3 clusters Score -3486742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3486744.750000 Penalty: 5312.528809
	Iteration 23Q: 3 clusters Score -3486745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3486749.500000 Penalty: 5312.528809
	Iteration 24Q: 3 clusters Score -3486750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3486755.500000 Penalty: 5312.528809
	Iteration 25Q: 3 clusters Score -3486756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3486765.750000 Penalty: 5312.528809
	Iteration 26Q: 3 clusters Score -3486766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -3486758.000000 Penalty: 5312.528809
	Iteration 27Q: 3 clusters Score -3486758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3486757.500000 Penalty: 5312.528809
	Iteration 28Q: 3 clusters Score -3486758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -3486753.000000 Penalty: 5312.528809
	Iteration 29Q: 3 clusters Score -3486753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3486758.000000 Penalty: 5312.528809
	Iteration 30Q: 3 clusters Score -3486758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3486759.000000 Penalty: 5312.528809
	Iteration 31Q: 3 clusters Score -3486759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -3486764.000000 Penalty: 5312.528809
	Iteration 32Q: 3 clusters Score -3486764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3486765.250000 Penalty: 5312.528809
	Iteration 33Q: 3 clusters Score -3486765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -3486763.750000 Penalty: 5312.528809
	Iteration 34Q: 3 clusters Score -3486764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -3486767.250000 Penalty: 5312.528809
	Iteration 35Q: 3 clusters Score -3486767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3486766.250000 Penalty: 5312.528809
	Iteration 36Q: 3 clusters Score -3486766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -3486770.500000 Penalty: 5312.528809
	Iteration 37Q: 3 clusters Score -3486770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3486767.750000 Penalty: 5312.528809
	Iteration 38Q: 3 clusters Score -3486768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -3486769.750000 Penalty: 5312.528809
	Iteration 39Q: 3 clusters Score -3486770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -3486772.500000 Penalty: 5312.528809
	Iteration 40F: 3 clusters Score -3486772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 36512 members 
Mstep: Class 8 contains 175198 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 143268 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Entering Unmasked Estep 
Score: -142527600.000000 Penalty: 67924.757812
Splitting cluster 4 changes total score from -142525728.000000 to -142527600.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (171110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171110 members 
Entering Unmasked Estep 
Score: -13868502.000000 Penalty: 2988.415527
	Iteration 0F: 2 clusters Score -1.38685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -13754032.000000 Penalty: 5976.831055
	Iteration 0F: 3 clusters Score -1.375403e+07 nChanged 81978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -13802765.000000 Penalty: 5976.831055
	Iteration 1F: 3 clusters Score -1.380276e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -13805431.000000 Penalty: 5976.831055
	Iteration 2Q: 3 clusters Score -1.380543e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -13809880.000000 Penalty: 5976.831055
	Iteration 3Q: 3 clusters Score -1.380988e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -13816818.000000 Penalty: 5976.831055
	Iteration 4F: 3 clusters Score -1.381682e+07 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -13826389.000000 Penalty: 5976.831055
	Iteration 5F: 3 clusters Score -1.382639e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -13838331.000000 Penalty: 5976.831055
	Iteration 6F: 3 clusters Score -1.383833e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -13848970.000000 Penalty: 5976.831055
	Iteration 7F: 3 clusters Score -1.384897e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -13855754.000000 Penalty: 5976.831055
	Iteration 8F: 3 clusters Score -1.385575e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -13859278.000000 Penalty: 5976.831055
	Iteration 9Q: 3 clusters Score -1.385928e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -13860956.000000 Penalty: 5976.831055
	Iteration 10Q: 3 clusters Score -1.386096e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -13862025.000000 Penalty: 5976.831055
	Iteration 11Q: 3 clusters Score -1.386202e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -13862734.000000 Penalty: 5976.831055
	Iteration 12Q: 3 clusters Score -1.386273e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -13863189.000000 Penalty: 5976.831055
	Iteration 13Q: 3 clusters Score -1.386319e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -13863509.000000 Penalty: 5976.831055
	Iteration 14Q: 3 clusters Score -1.386351e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -13863700.000000 Penalty: 5976.831055
	Iteration 15Q: 3 clusters Score -1.38637e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -13863857.000000 Penalty: 5976.831055
	Iteration 16Q: 3 clusters Score -1.386386e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -13863989.000000 Penalty: 5976.831055
	Iteration 17Q: 3 clusters Score -1.386399e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -13863994.000000 Penalty: 5976.831055
	Iteration 18Q: 3 clusters Score -1.386399e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -13863954.000000 Penalty: 5976.831055
	Iteration 19Q: 3 clusters Score -1.386395e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -13863978.000000 Penalty: 5976.831055
	Iteration 20F: 3 clusters Score -1.386398e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -13863986.000000 Penalty: 5976.831055
	Iteration 21Q: 3 clusters Score -1.386399e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -13863984.000000 Penalty: 5976.831055
	Iteration 22Q: 3 clusters Score -1.386398e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -13864002.000000 Penalty: 5976.831055
	Iteration 23Q: 3 clusters Score -1.3864e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -13864022.000000 Penalty: 5976.831055
	Iteration 24Q: 3 clusters Score -1.386402e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100353 members 
Mstep: Class 2 contains 70757 members 
Entering Unmasked Estep 
Score: -13864062.000000 Penalty: 5976.831055
	Iteration 25Q: 3 clusters Score -1.386406e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -13864053.000000 Penalty: 5976.831055
	Iteration 26Q: 3 clusters Score -1.386405e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -13864062.000000 Penalty: 5976.831055
	Iteration 27Q: 3 clusters Score -1.386406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100551 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -13864083.000000 Penalty: 5976.831055
	Iteration 28Q: 3 clusters Score -1.386408e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -13864086.000000 Penalty: 5976.831055
	Iteration 29Q: 3 clusters Score -1.386409e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -13864086.000000 Penalty: 5976.831055
	Iteration 30Q: 3 clusters Score -1.386409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -13864074.000000 Penalty: 5976.831055
	Iteration 31Q: 3 clusters Score -1.386407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -13864068.000000 Penalty: 5976.831055
	Iteration 32Q: 3 clusters Score -1.386407e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
Score: -13864093.000000 Penalty: 5976.831055
	Iteration 33Q: 3 clusters Score -1.386409e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -13864110.000000 Penalty: 5976.831055
	Iteration 34Q: 3 clusters Score -1.386411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -13864111.000000 Penalty: 5976.831055
	Iteration 35Q: 3 clusters Score -1.386411e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -13864123.000000 Penalty: 5976.831055
	Iteration 36Q: 3 clusters Score -1.386412e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -13864098.000000 Penalty: 5976.831055
	Iteration 37Q: 3 clusters Score -1.38641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -13864103.000000 Penalty: 5976.831055
	Iteration 38Q: 3 clusters Score -1.38641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -13864112.000000 Penalty: 5976.831055
	Iteration 39Q: 3 clusters Score -1.386411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -13864106.000000 Penalty: 5976.831055
	Iteration 40F: 3 clusters Score -1.386411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -13864105.000000 Penalty: 5976.831055
	Iteration 41Q: 3 clusters Score -1.38641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -13864113.000000 Penalty: 5976.831055
	Iteration 42Q: 3 clusters Score -1.386411e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -13864113.000000 Penalty: 5976.831055
	Iteration 43Q: 3 clusters Score -1.386411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -13864118.000000 Penalty: 5976.831055
	Iteration 44Q: 3 clusters Score -1.386412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -13864114.000000 Penalty: 5976.831055
	Iteration 45Q: 3 clusters Score -1.386411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -13864113.000000 Penalty: 5976.831055
	Iteration 46Q: 3 clusters Score -1.386411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -13864119.000000 Penalty: 5976.831055
	Iteration 47Q: 3 clusters Score -1.386412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -13864114.000000 Penalty: 5976.831055
	Iteration 48Q: 3 clusters Score -1.386411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -13864112.000000 Penalty: 5976.831055
	Iteration 49Q: 3 clusters Score -1.386411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -13864118.000000 Penalty: 5976.831055
	Iteration 50Q: 3 clusters Score -1.386412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -13864127.000000 Penalty: 5976.831055
	Iteration 51Q: 3 clusters Score -1.386413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101427 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -13864127.000000 Penalty: 5976.831055
	Iteration 52Q: 3 clusters Score -1.386413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -13864129.000000 Penalty: 5976.831055
	Iteration 53Q: 3 clusters Score -1.386413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -13864123.000000 Penalty: 5976.831055
	Iteration 54Q: 3 clusters Score -1.386412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -13864128.000000 Penalty: 5976.831055
	Iteration 55Q: 3 clusters Score -1.386413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -13864126.000000 Penalty: 5976.831055
	Iteration 56Q: 3 clusters Score -1.386413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -13864114.000000 Penalty: 5976.831055
	Iteration 57Q: 3 clusters Score -1.386411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -13864121.000000 Penalty: 5976.831055
	Iteration 58Q: 3 clusters Score -1.386412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -13864129.000000 Penalty: 5976.831055
	Iteration 59Q: 3 clusters Score -1.386413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -13864121.000000 Penalty: 5976.831055
	Iteration 60F: 3 clusters Score -1.386412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -13864128.000000 Penalty: 5976.831055
	Iteration 61Q: 3 clusters Score -1.386413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -13864125.000000 Penalty: 5976.831055
	Iteration 62Q: 3 clusters Score -1.386412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -13864123.000000 Penalty: 5976.831055
	Iteration 63Q: 3 clusters Score -1.386412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -13864127.000000 Penalty: 5976.831055
	Iteration 64Q: 3 clusters Score -1.386413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -13864128.000000 Penalty: 5976.831055
	Iteration 65Q: 3 clusters Score -1.386413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -13864128.000000 Penalty: 5976.831055
	Iteration 66F: 3 clusters Score -1.386413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Entering Unmasked Estep 
Score: -1402897.625000 Penalty: 2435.709473
	Iteration 0F: 2 clusters Score -1402898 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 9159 members 
Entering Unmasked Estep 
Score: -1389815.625000 Penalty: 4871.418945
	Iteration 0F: 3 clusters Score -1389816 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1394296.375000 Penalty: 4871.418945
	Iteration 1F: 3 clusters Score -1394296 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1394808.750000 Penalty: 4871.418945
	Iteration 2F: 3 clusters Score -1394809 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1395279.500000 Penalty: 4871.418945
	Iteration 3F: 3 clusters Score -1395280 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1395740.125000 Penalty: 4871.418945
	Iteration 4Q: 3 clusters Score -1395740 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1396189.125000 Penalty: 4871.418945
	Iteration 5Q: 3 clusters Score -1396189 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1396669.750000 Penalty: 4871.418945
	Iteration 6Q: 3 clusters Score -1396670 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1397170.625000 Penalty: 4871.418945
	Iteration 7F: 3 clusters Score -1397171 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1397634.750000 Penalty: 4871.418945
	Iteration 8Q: 3 clusters Score -1397635 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1398024.750000 Penalty: 4871.418945
	Iteration 9Q: 3 clusters Score -1398025 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1398338.000000 Penalty: 4871.418945
	Iteration 10Q: 3 clusters Score -1398338 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1398599.750000 Penalty: 4871.418945
	Iteration 11Q: 3 clusters Score -1398600 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1398790.000000 Penalty: 4871.418945
	Iteration 12Q: 3 clusters Score -1398790 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1398953.375000 Penalty: 4871.418945
	Iteration 13Q: 3 clusters Score -1398953 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1399079.250000 Penalty: 4871.418945
	Iteration 14Q: 3 clusters Score -1399079 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1399191.375000 Penalty: 4871.418945
	Iteration 15Q: 3 clusters Score -1399191 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1399269.875000 Penalty: 4871.418945
	Iteration 16Q: 3 clusters Score -1399270 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1399332.375000 Penalty: 4871.418945
	Iteration 17Q: 3 clusters Score -1399332 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1399395.500000 Penalty: 4871.418945
	Iteration 18Q: 3 clusters Score -1399396 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1399452.000000 Penalty: 4871.418945
	Iteration 19Q: 3 clusters Score -1399452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1399508.750000 Penalty: 4871.418945
	Iteration 20F: 3 clusters Score -1399509 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1399554.875000 Penalty: 4871.418945
	Iteration 21Q: 3 clusters Score -1399555 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1399605.750000 Penalty: 4871.418945
	Iteration 22Q: 3 clusters Score -1399606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1399661.750000 Penalty: 4871.418945
	Iteration 23Q: 3 clusters Score -1399662 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1399726.875000 Penalty: 4871.418945
	Iteration 24Q: 3 clusters Score -1399727 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1399783.625000 Penalty: 4871.418945
	Iteration 25Q: 3 clusters Score -1399784 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1399837.125000 Penalty: 4871.418945
	Iteration 26Q: 3 clusters Score -1399837 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1399907.250000 Penalty: 4871.418945
	Iteration 27Q: 3 clusters Score -1399907 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1399975.000000 Penalty: 4871.418945
	Iteration 28Q: 3 clusters Score -1399975 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1400050.875000 Penalty: 4871.418945
	Iteration 29Q: 3 clusters Score -1400051 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1400135.000000 Penalty: 4871.418945
	Iteration 30Q: 3 clusters Score -1400135 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1400223.750000 Penalty: 4871.418945
	Iteration 31Q: 3 clusters Score -1400224 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1400323.375000 Penalty: 4871.418945
	Iteration 32Q: 3 clusters Score -1400323 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1400437.250000 Penalty: 4871.418945
	Iteration 33Q: 3 clusters Score -1400437 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1400561.750000 Penalty: 4871.418945
	Iteration 34Q: 3 clusters Score -1400562 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1400690.250000 Penalty: 4871.418945
	Iteration 35Q: 3 clusters Score -1400690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1400809.500000 Penalty: 4871.418945
	Iteration 36Q: 3 clusters Score -1400810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1400930.875000 Penalty: 4871.418945
	Iteration 37Q: 3 clusters Score -1400931 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1401032.875000 Penalty: 4871.418945
	Iteration 38Q: 3 clusters Score -1401033 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1401128.375000 Penalty: 4871.418945
	Iteration 39Q: 3 clusters Score -1401128 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1401213.250000 Penalty: 4871.418945
	Iteration 40F: 3 clusters Score -1401213 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1401268.875000 Penalty: 4871.418945
	Iteration 41Q: 3 clusters Score -1401269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1401298.000000 Penalty: 4871.418945
	Iteration 42Q: 3 clusters Score -1401298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1401322.000000 Penalty: 4871.418945
	Iteration 43Q: 3 clusters Score -1401322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1401339.500000 Penalty: 4871.418945
	Iteration 44Q: 3 clusters Score -1401340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1401349.500000 Penalty: 4871.418945
	Iteration 45Q: 3 clusters Score -1401350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1401359.625000 Penalty: 4871.418945
	Iteration 46Q: 3 clusters Score -1401360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1401366.250000 Penalty: 4871.418945
	Iteration 47Q: 3 clusters Score -1401366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1401376.500000 Penalty: 4871.418945
	Iteration 48Q: 3 clusters Score -1401376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1401379.750000 Penalty: 4871.418945
	Iteration 49Q: 3 clusters Score -1401380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1401399.750000 Penalty: 4871.418945
	Iteration 50Q: 3 clusters Score -1401400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1401410.500000 Penalty: 4871.418945
	Iteration 51Q: 3 clusters Score -1401410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1401420.000000 Penalty: 4871.418945
	Iteration 52Q: 3 clusters Score -1401420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1401422.250000 Penalty: 4871.418945
	Iteration 53Q: 3 clusters Score -1401422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1401427.500000 Penalty: 4871.418945
	Iteration 54Q: 3 clusters Score -1401428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1401429.250000 Penalty: 4871.418945
	Iteration 55Q: 3 clusters Score -1401429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1401435.625000 Penalty: 4871.418945
	Iteration 56Q: 3 clusters Score -1401436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1401438.500000 Penalty: 4871.418945
	Iteration 57Q: 3 clusters Score -1401438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1401440.875000 Penalty: 4871.418945
	Iteration 58Q: 3 clusters Score -1401441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1401439.000000 Penalty: 4871.418945
	Iteration 59Q: 3 clusters Score -1401439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1401438.375000 Penalty: 4871.418945
	Iteration 60F: 3 clusters Score -1401438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1401437.875000 Penalty: 4871.418945
	Iteration 61Q: 3 clusters Score -1401438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1401440.875000 Penalty: 4871.418945
	Iteration 62Q: 3 clusters Score -1401441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1401439.375000 Penalty: 4871.418945
	Iteration 63Q: 3 clusters Score -1401439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1401440.750000 Penalty: 4871.418945
	Iteration 64Q: 3 clusters Score -1401441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1401438.625000 Penalty: 4871.418945
	Iteration 65Q: 3 clusters Score -1401439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1401440.750000 Penalty: 4871.418945
	Iteration 66Q: 3 clusters Score -1401441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1401440.750000 Penalty: 4871.418945
	Iteration 67F: 3 clusters Score -1401441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Entering Unmasked Estep 
Score: -2839995.000000 Penalty: 2605.338135
	Iteration 0F: 2 clusters Score -2839995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2815333.500000 Penalty: 5210.676270
	Iteration 0F: 3 clusters Score -2815334 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2825387.500000 Penalty: 5210.676270
	Iteration 1F: 3 clusters Score -2825388 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2828263.750000 Penalty: 5210.676270
	Iteration 2F: 3 clusters Score -2828264 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2831485.750000 Penalty: 5210.676270
	Iteration 3F: 3 clusters Score -2831486 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2834501.250000 Penalty: 5210.676270
	Iteration 4F: 3 clusters Score -2834501 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2837361.000000 Penalty: 5210.676270
	Iteration 5F: 3 clusters Score -2837361 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2840156.250000 Penalty: 5210.676270
	Iteration 6F: 3 clusters Score -2840156 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2842570.000000 Penalty: 5210.676270
	Iteration 7F: 3 clusters Score -2842570 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2844487.250000 Penalty: 5210.676270
	Iteration 8F: 3 clusters Score -2844487 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2845799.500000 Penalty: 5210.676270
	Iteration 9Q: 3 clusters Score -2845800 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2846571.500000 Penalty: 5210.676270
	Iteration 10Q: 3 clusters Score -2846572 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2846932.000000 Penalty: 5210.676270
	Iteration 11Q: 3 clusters Score -2846932 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2847128.500000 Penalty: 5210.676270
	Iteration 12Q: 3 clusters Score -2847128 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2847224.000000 Penalty: 5210.676270
	Iteration 13Q: 3 clusters Score -2847224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2847303.000000 Penalty: 5210.676270
	Iteration 14Q: 3 clusters Score -2847303 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2847390.000000 Penalty: 5210.676270
	Iteration 15Q: 3 clusters Score -2847390 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2847481.000000 Penalty: 5210.676270
	Iteration 16Q: 3 clusters Score -2847481 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2847594.500000 Penalty: 5210.676270
	Iteration 17Q: 3 clusters Score -2847594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2847681.000000 Penalty: 5210.676270
	Iteration 18Q: 3 clusters Score -2847681 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2847773.250000 Penalty: 5210.676270
	Iteration 19Q: 3 clusters Score -2847773 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2847841.000000 Penalty: 5210.676270
	Iteration 20F: 3 clusters Score -2847841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2847906.750000 Penalty: 5210.676270
	Iteration 21Q: 3 clusters Score -2847907 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2847960.000000 Penalty: 5210.676270
	Iteration 22Q: 3 clusters Score -2847960 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2847988.250000 Penalty: 5210.676270
	Iteration 23Q: 3 clusters Score -2847988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2848003.750000 Penalty: 5210.676270
	Iteration 24Q: 3 clusters Score -2848004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2848016.250000 Penalty: 5210.676270
	Iteration 25Q: 3 clusters Score -2848016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2848036.250000 Penalty: 5210.676270
	Iteration 26Q: 3 clusters Score -2848036 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2848045.750000 Penalty: 5210.676270
	Iteration 27Q: 3 clusters Score -2848046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2848053.750000 Penalty: 5210.676270
	Iteration 28Q: 3 clusters Score -2848054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2848057.250000 Penalty: 5210.676270
	Iteration 29Q: 3 clusters Score -2848057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2848068.750000 Penalty: 5210.676270
	Iteration 30Q: 3 clusters Score -2848069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2848068.750000 Penalty: 5210.676270
	Iteration 31Q: 3 clusters Score -2848069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2848070.250000 Penalty: 5210.676270
	Iteration 32Q: 3 clusters Score -2848070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2848072.250000 Penalty: 5210.676270
	Iteration 33Q: 3 clusters Score -2848072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2848067.750000 Penalty: 5210.676270
	Iteration 34Q: 3 clusters Score -2848068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2848079.750000 Penalty: 5210.676270
	Iteration 35Q: 3 clusters Score -2848080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2848075.000000 Penalty: 5210.676270
	Iteration 36Q: 3 clusters Score -2848075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2848077.500000 Penalty: 5210.676270
	Iteration 37Q: 3 clusters Score -2848078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2848078.750000 Penalty: 5210.676270
	Iteration 38Q: 3 clusters Score -2848079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2848076.750000 Penalty: 5210.676270
	Iteration 39Q: 3 clusters Score -2848077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2848079.500000 Penalty: 5210.676270
	Iteration 40F: 3 clusters Score -2848080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2848079.000000 Penalty: 5210.676270
	Iteration 41Q: 3 clusters Score -2848079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2848083.500000 Penalty: 5210.676270
	Iteration 42Q: 3 clusters Score -2848084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2848082.250000 Penalty: 5210.676270
	Iteration 43Q: 3 clusters Score -2848082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2848083.500000 Penalty: 5210.676270
	Iteration 44Q: 3 clusters Score -2848084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2848086.250000 Penalty: 5210.676270
	Iteration 45Q: 3 clusters Score -2848086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2848083.250000 Penalty: 5210.676270
	Iteration 46Q: 3 clusters Score -2848083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2848085.500000 Penalty: 5210.676270
	Iteration 47Q: 3 clusters Score -2848086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2848084.750000 Penalty: 5210.676270
	Iteration 48Q: 3 clusters Score -2848085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2848080.250000 Penalty: 5210.676270
	Iteration 49Q: 3 clusters Score -2848080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2848078.250000 Penalty: 5210.676270
	Iteration 50Q: 3 clusters Score -2848078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2848077.500000 Penalty: 5210.676270
	Iteration 51Q: 3 clusters Score -2848078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2848080.500000 Penalty: 5210.676270
	Iteration 52Q: 3 clusters Score -2848080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2848086.000000 Penalty: 5210.676270
	Iteration 53Q: 3 clusters Score -2848086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2848080.750000 Penalty: 5210.676270
	Iteration 54Q: 3 clusters Score -2848081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2848080.000000 Penalty: 5210.676270
	Iteration 55Q: 3 clusters Score -2848080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2848083.250000 Penalty: 5210.676270
	Iteration 56Q: 3 clusters Score -2848083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2848086.250000 Penalty: 5210.676270
	Iteration 57Q: 3 clusters Score -2848086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2848089.000000 Penalty: 5210.676270
	Iteration 58Q: 3 clusters Score -2848089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2848085.000000 Penalty: 5210.676270
	Iteration 59Q: 3 clusters Score -2848085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2848084.750000 Penalty: 5210.676270
	Iteration 60F: 3 clusters Score -2848085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2848083.750000 Penalty: 5210.676270
	Iteration 61Q: 3 clusters Score -2848084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2848090.500000 Penalty: 5210.676270
	Iteration 62Q: 3 clusters Score -2848090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2848089.250000 Penalty: 5210.676270
	Iteration 63Q: 3 clusters Score -2848089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2848095.000000 Penalty: 5210.676270
	Iteration 64Q: 3 clusters Score -2848095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2848092.500000 Penalty: 5210.676270
	Iteration 65Q: 3 clusters Score -2848092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2848089.750000 Penalty: 5210.676270
	Iteration 66Q: 3 clusters Score -2848090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2848087.500000 Penalty: 5210.676270
	Iteration 67Q: 3 clusters Score -2848088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2848090.500000 Penalty: 5210.676270
	Iteration 68Q: 3 clusters Score -2848090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2848093.000000 Penalty: 5210.676270
	Iteration 69Q: 3 clusters Score -2848093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2848093.000000 Penalty: 5210.676270
	Iteration 70F: 3 clusters Score -2848093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 175198 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 143268 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Entering Unmasked Estep 
Score: -142534672.000000 Penalty: 71499.750000
Splitting cluster 7 changes total score from -142525728.000000 to -142534672.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (175198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175198 members 
Entering Unmasked Estep 
Score: -14244298.000000 Penalty: 2994.270752
	Iteration 0F: 2 clusters Score -1.42443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -14127217.000000 Penalty: 5988.541504
	Iteration 0F: 3 clusters Score -1.412722e+07 nChanged 83938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -14176834.000000 Penalty: 5988.541504
	Iteration 1F: 3 clusters Score -1.417683e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -14178907.000000 Penalty: 5988.541504
	Iteration 2Q: 3 clusters Score -1.417891e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -14182095.000000 Penalty: 5988.541504
	Iteration 3Q: 3 clusters Score -1.41821e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -14187501.000000 Penalty: 5988.541504
	Iteration 4F: 3 clusters Score -1.41875e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -14196552.000000 Penalty: 5988.541504
	Iteration 5F: 3 clusters Score -1.419655e+07 nChanged 14273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -14209630.000000 Penalty: 5988.541504
	Iteration 6F: 3 clusters Score -1.420963e+07 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131175 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -14223740.000000 Penalty: 5988.541504
	Iteration 7F: 3 clusters Score -1.422374e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136549 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -14232121.000000 Penalty: 5988.541504
	Iteration 8F: 3 clusters Score -1.423212e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139484 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -14234869.000000 Penalty: 5988.541504
	Iteration 9Q: 3 clusters Score -1.423487e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141800 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -14236184.000000 Penalty: 5988.541504
	Iteration 10Q: 3 clusters Score -1.423618e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143856 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -14237105.000000 Penalty: 5988.541504
	Iteration 11Q: 3 clusters Score -1.42371e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -14237801.000000 Penalty: 5988.541504
	Iteration 12Q: 3 clusters Score -1.42378e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -14238489.000000 Penalty: 5988.541504
	Iteration 13Q: 3 clusters Score -1.423849e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149056 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -14238915.000000 Penalty: 5988.541504
	Iteration 14Q: 3 clusters Score -1.423892e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -14239444.000000 Penalty: 5988.541504
	Iteration 15Q: 3 clusters Score -1.423944e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -14239903.000000 Penalty: 5988.541504
	Iteration 16Q: 3 clusters Score -1.42399e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -14240379.000000 Penalty: 5988.541504
	Iteration 17Q: 3 clusters Score -1.424038e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -14240797.000000 Penalty: 5988.541504
	Iteration 18Q: 3 clusters Score -1.42408e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -14241262.000000 Penalty: 5988.541504
	Iteration 19Q: 3 clusters Score -1.424126e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -14241669.000000 Penalty: 5988.541504
	Iteration 20F: 3 clusters Score -1.424167e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -14242082.000000 Penalty: 5988.541504
	Iteration 21Q: 3 clusters Score -1.424208e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -14242469.000000 Penalty: 5988.541504
	Iteration 22Q: 3 clusters Score -1.424247e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160552 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -14242796.000000 Penalty: 5988.541504
	Iteration 23Q: 3 clusters Score -1.42428e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -14243156.000000 Penalty: 5988.541504
	Iteration 24Q: 3 clusters Score -1.424316e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -14243394.000000 Penalty: 5988.541504
	Iteration 25Q: 3 clusters Score -1.424339e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163118 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -14243610.000000 Penalty: 5988.541504
	Iteration 26Q: 3 clusters Score -1.424361e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -14243864.000000 Penalty: 5988.541504
	Iteration 27Q: 3 clusters Score -1.424386e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -14244086.000000 Penalty: 5988.541504
	Iteration 28Q: 3 clusters Score -1.424409e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -14244252.000000 Penalty: 5988.541504
	Iteration 29Q: 3 clusters Score -1.424425e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -14244326.000000 Penalty: 5988.541504
	Iteration 30Q: 3 clusters Score -1.424433e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -14244473.000000 Penalty: 5988.541504
	Iteration 31Q: 3 clusters Score -1.424447e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -14244590.000000 Penalty: 5988.541504
	Iteration 32Q: 3 clusters Score -1.424459e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -14244705.000000 Penalty: 5988.541504
	Iteration 33Q: 3 clusters Score -1.42447e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166733 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -14244852.000000 Penalty: 5988.541504
	Iteration 34Q: 3 clusters Score -1.424485e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -14244973.000000 Penalty: 5988.541504
	Iteration 35Q: 3 clusters Score -1.424497e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167288 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -14245150.000000 Penalty: 5988.541504
	Iteration 36Q: 3 clusters Score -1.424515e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -14245267.000000 Penalty: 5988.541504
	Iteration 37Q: 3 clusters Score -1.424527e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -14245363.000000 Penalty: 5988.541504
	Iteration 38Q: 3 clusters Score -1.424536e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -14245467.000000 Penalty: 5988.541504
	Iteration 39Q: 3 clusters Score -1.424547e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -14245620.000000 Penalty: 5988.541504
	Iteration 40F: 3 clusters Score -1.424562e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -14245758.000000 Penalty: 5988.541504
	Iteration 41Q: 3 clusters Score -1.424576e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -14245890.000000 Penalty: 5988.541504
	Iteration 42Q: 3 clusters Score -1.424589e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168504 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -14245962.000000 Penalty: 5988.541504
	Iteration 43Q: 3 clusters Score -1.424596e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -14246036.000000 Penalty: 5988.541504
	Iteration 44Q: 3 clusters Score -1.424604e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -14246059.000000 Penalty: 5988.541504
	Iteration 45Q: 3 clusters Score -1.424606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -14246101.000000 Penalty: 5988.541504
	Iteration 46Q: 3 clusters Score -1.42461e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -14246097.000000 Penalty: 5988.541504
	Iteration 47Q: 3 clusters Score -1.42461e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -14246105.000000 Penalty: 5988.541504
	Iteration 48Q: 3 clusters Score -1.42461e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168901 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -14246091.000000 Penalty: 5988.541504
	Iteration 49Q: 3 clusters Score -1.424609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168929 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -14246091.000000 Penalty: 5988.541504
	Iteration 50Q: 3 clusters Score -1.424609e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -14246136.000000 Penalty: 5988.541504
	Iteration 51Q: 3 clusters Score -1.424614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -14246124.000000 Penalty: 5988.541504
	Iteration 52Q: 3 clusters Score -1.424612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -14246132.000000 Penalty: 5988.541504
	Iteration 53Q: 3 clusters Score -1.424613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -14246126.000000 Penalty: 5988.541504
	Iteration 54Q: 3 clusters Score -1.424613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -14246144.000000 Penalty: 5988.541504
	Iteration 55Q: 3 clusters Score -1.424614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -14246144.000000 Penalty: 5988.541504
	Iteration 56Q: 3 clusters Score -1.424614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169016 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -14246142.000000 Penalty: 5988.541504
	Iteration 57Q: 3 clusters Score -1.424614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169021 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -14246140.000000 Penalty: 5988.541504
	Iteration 58Q: 3 clusters Score -1.424614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -14246127.000000 Penalty: 5988.541504
	Iteration 59Q: 3 clusters Score -1.424613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -14246133.000000 Penalty: 5988.541504
	Iteration 60F: 3 clusters Score -1.424613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -14246130.000000 Penalty: 5988.541504
	Iteration 61Q: 3 clusters Score -1.424613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -14246128.000000 Penalty: 5988.541504
	Iteration 62Q: 3 clusters Score -1.424613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -14246130.000000 Penalty: 5988.541504
	Iteration 63Q: 3 clusters Score -1.424613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -14246125.000000 Penalty: 5988.541504
	Iteration 64Q: 3 clusters Score -1.424612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -14246132.000000 Penalty: 5988.541504
	Iteration 65Q: 3 clusters Score -1.424613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -14246129.000000 Penalty: 5988.541504
	Iteration 66Q: 3 clusters Score -1.424613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -14246129.000000 Penalty: 5988.541504
	Iteration 67F: 3 clusters Score -1.424613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 4035 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 143268 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Entering Unmasked Estep 
Score: -142535536.000000 Penalty: 75074.734375
Splitting cluster 8 changes total score from -142525728.000000 to -142535536.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -301665.562500 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -301665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -297817.625000 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -297817.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -298811.781250 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -298811.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -299135.531250 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -299135.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -299446.843750 Penalty: 4118.169922
	Iteration 3F: 3 clusters Score -299446.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -299752.218750 Penalty: 4118.169922
	Iteration 4F: 3 clusters Score -299752.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -299941.562500 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -299941.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -300065.781250 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -300065.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -300166.500000 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -300166.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -300259.812500 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -300259.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -300346.593750 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -300346.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -300448.718750 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -300448.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -300542.218750 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -300542.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -300627.406250 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -300627.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -300696.375000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -300696.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -300760.968750 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -300761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -300851.687500 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -300851.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -301039.531250 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -301039.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -301339.218750 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -301339.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -301631.250000 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -301631.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -301793.312500 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -301793.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -301851.500000 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -301851.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -301865.093750 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -301865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -301867.687500 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -301867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -301869.312500 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -301869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -301869.312500 Penalty: 4118.169922
	Iteration 24F: 3 clusters Score -301869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 11706 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 143268 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Entering Unmasked Estep 
Score: -142534240.000000 Penalty: 78649.726562
Splitting cluster 9 changes total score from -142525728.000000 to -142534240.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -775909.750000 Penalty: 2323.228516
	Iteration 0F: 2 clusters Score -775909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -767481.625000 Penalty: 4646.457031
	Iteration 0F: 3 clusters Score -767481.6 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -775581.625000 Penalty: 4646.457031
	Iteration 1F: 3 clusters Score -775581.6 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -782097.875000 Penalty: 4646.457031
	Iteration 2F: 3 clusters Score -782097.9 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -785111.937500 Penalty: 4646.457031
	Iteration 3F: 3 clusters Score -785111.9 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -787742.562500 Penalty: 4646.457031
	Iteration 4F: 3 clusters Score -787742.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -790172.000000 Penalty: 4646.457031
	Iteration 5F: 3 clusters Score -790172 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -792057.437500 Penalty: 4646.457031
	Iteration 6Q: 3 clusters Score -792057.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -792919.187500 Penalty: 4646.457031
	Iteration 7Q: 3 clusters Score -792919.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -793159.250000 Penalty: 4646.457031
	Iteration 8Q: 3 clusters Score -793159.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -793260.125000 Penalty: 4646.457031
	Iteration 9Q: 3 clusters Score -793260.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -793329.750000 Penalty: 4646.457031
	Iteration 10Q: 3 clusters Score -793329.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -793416.250000 Penalty: 4646.457031
	Iteration 11Q: 3 clusters Score -793416.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -793478.125000 Penalty: 4646.457031
	Iteration 12Q: 3 clusters Score -793478.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -793519.250000 Penalty: 4646.457031
	Iteration 13Q: 3 clusters Score -793519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -793533.437500 Penalty: 4646.457031
	Iteration 14Q: 3 clusters Score -793533.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -793533.750000 Penalty: 4646.457031
	Iteration 15Q: 3 clusters Score -793533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -793533.812500 Penalty: 4646.457031
	Iteration 16Q: 3 clusters Score -793533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -793534.312500 Penalty: 4646.457031
	Iteration 17Q: 3 clusters Score -793534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -793534.312500 Penalty: 4646.457031
	Iteration 18F: 3 clusters Score -793534.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 143268 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3473 members 
Entering Unmasked Estep 
Score: -142550560.000000 Penalty: 82224.710938
Splitting cluster 10 changes total score from -142525728.000000 to -142550560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -939917.250000 Penalty: 2321.100830
	Iteration 0F: 2 clusters Score -939917.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -931251.062500 Penalty: 4642.201660
	Iteration 0F: 3 clusters Score -931251.1 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -933824.312500 Penalty: 4642.201660
	Iteration 1F: 3 clusters Score -933824.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -934101.125000 Penalty: 4642.201660
	Iteration 2F: 3 clusters Score -934101.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -934293.187500 Penalty: 4642.201660
	Iteration 3Q: 3 clusters Score -934293.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -934445.000000 Penalty: 4642.201660
	Iteration 4Q: 3 clusters Score -934445 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -934574.750000 Penalty: 4642.201660
	Iteration 5Q: 3 clusters Score -934574.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -934678.437500 Penalty: 4642.201660
	Iteration 6Q: 3 clusters Score -934678.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -934776.937500 Penalty: 4642.201660
	Iteration 7Q: 3 clusters Score -934776.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -934878.625000 Penalty: 4642.201660
	Iteration 8Q: 3 clusters Score -934878.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -934978.937500 Penalty: 4642.201660
	Iteration 9Q: 3 clusters Score -934978.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -935084.437500 Penalty: 4642.201660
	Iteration 10Q: 3 clusters Score -935084.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -935165.812500 Penalty: 4642.201660
	Iteration 11Q: 3 clusters Score -935165.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -935250.125000 Penalty: 4642.201660
	Iteration 12Q: 3 clusters Score -935250.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -935356.437500 Penalty: 4642.201660
	Iteration 13Q: 3 clusters Score -935356.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -935494.250000 Penalty: 4642.201660
	Iteration 14Q: 3 clusters Score -935494.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -935655.625000 Penalty: 4642.201660
	Iteration 15Q: 3 clusters Score -935655.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -935839.312500 Penalty: 4642.201660
	Iteration 16Q: 3 clusters Score -935839.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -936034.375000 Penalty: 4642.201660
	Iteration 17Q: 3 clusters Score -936034.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -936237.375000 Penalty: 4642.201660
	Iteration 18Q: 3 clusters Score -936237.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -936438.875000 Penalty: 4642.201660
	Iteration 19Q: 3 clusters Score -936438.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -936627.312500 Penalty: 4642.201660
	Iteration 20F: 3 clusters Score -936627.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -936788.375000 Penalty: 4642.201660
	Iteration 21Q: 3 clusters Score -936788.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -936913.750000 Penalty: 4642.201660
	Iteration 22Q: 3 clusters Score -936913.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -937020.812500 Penalty: 4642.201660
	Iteration 23Q: 3 clusters Score -937020.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -937116.250000 Penalty: 4642.201660
	Iteration 24Q: 3 clusters Score -937116.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -937199.187500 Penalty: 4642.201660
	Iteration 25Q: 3 clusters Score -937199.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -937266.812500 Penalty: 4642.201660
	Iteration 26Q: 3 clusters Score -937266.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -937326.500000 Penalty: 4642.201660
	Iteration 27Q: 3 clusters Score -937326.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -937384.812500 Penalty: 4642.201660
	Iteration 28Q: 3 clusters Score -937384.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -937435.750000 Penalty: 4642.201660
	Iteration 29Q: 3 clusters Score -937435.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -937469.187500 Penalty: 4642.201660
	Iteration 30Q: 3 clusters Score -937469.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -937505.875000 Penalty: 4642.201660
	Iteration 31Q: 3 clusters Score -937505.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -937544.000000 Penalty: 4642.201660
	Iteration 32Q: 3 clusters Score -937544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -937585.375000 Penalty: 4642.201660
	Iteration 33Q: 3 clusters Score -937585.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -937616.250000 Penalty: 4642.201660
	Iteration 34Q: 3 clusters Score -937616.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -937635.687500 Penalty: 4642.201660
	Iteration 35Q: 3 clusters Score -937635.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -937654.187500 Penalty: 4642.201660
	Iteration 36Q: 3 clusters Score -937654.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -937676.125000 Penalty: 4642.201660
	Iteration 37Q: 3 clusters Score -937676.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -937695.437500 Penalty: 4642.201660
	Iteration 38Q: 3 clusters Score -937695.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -937709.250000 Penalty: 4642.201660
	Iteration 39Q: 3 clusters Score -937709.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -937727.437500 Penalty: 4642.201660
	Iteration 40F: 3 clusters Score -937727.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -937744.687500 Penalty: 4642.201660
	Iteration 41Q: 3 clusters Score -937744.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -937759.312500 Penalty: 4642.201660
	Iteration 42Q: 3 clusters Score -937759.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -937779.500000 Penalty: 4642.201660
	Iteration 43Q: 3 clusters Score -937779.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -937801.187500 Penalty: 4642.201660
	Iteration 44Q: 3 clusters Score -937801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -937810.187500 Penalty: 4642.201660
	Iteration 45Q: 3 clusters Score -937810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -937819.062500 Penalty: 4642.201660
	Iteration 46Q: 3 clusters Score -937819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -937826.187500 Penalty: 4642.201660
	Iteration 47Q: 3 clusters Score -937826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -937830.062500 Penalty: 4642.201660
	Iteration 48Q: 3 clusters Score -937830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -937835.750000 Penalty: 4642.201660
	Iteration 49Q: 3 clusters Score -937835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -937840.687500 Penalty: 4642.201660
	Iteration 50Q: 3 clusters Score -937840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -937840.562500 Penalty: 4642.201660
	Iteration 51Q: 3 clusters Score -937840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -937841.812500 Penalty: 4642.201660
	Iteration 52Q: 3 clusters Score -937841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -937843.625000 Penalty: 4642.201660
	Iteration 53Q: 3 clusters Score -937843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -937845.187500 Penalty: 4642.201660
	Iteration 54Q: 3 clusters Score -937845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -937846.875000 Penalty: 4642.201660
	Iteration 55Q: 3 clusters Score -937846.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -937848.375000 Penalty: 4642.201660
	Iteration 56Q: 3 clusters Score -937848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -937848.562500 Penalty: 4642.201660
	Iteration 57Q: 3 clusters Score -937848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -937848.562500 Penalty: 4642.201660
	Iteration 58F: 3 clusters Score -937848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Entering Unmasked Estep 
Score: -2226813.750000 Penalty: 2543.646973
	Iteration 0F: 2 clusters Score -2226814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2207238.500000 Penalty: 5087.293945
	Iteration 0F: 3 clusters Score -2207238 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2214343.500000 Penalty: 5087.293945
	Iteration 1F: 3 clusters Score -2214344 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2215083.750000 Penalty: 5087.293945
	Iteration 2F: 3 clusters Score -2215084 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2215939.250000 Penalty: 5087.293945
	Iteration 3F: 3 clusters Score -2215939 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2216973.000000 Penalty: 5087.293945
	Iteration 4F: 3 clusters Score -2216973 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2218236.500000 Penalty: 5087.293945
	Iteration 5F: 3 clusters Score -2218236 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2219727.250000 Penalty: 5087.293945
	Iteration 6F: 3 clusters Score -2219727 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2221294.500000 Penalty: 5087.293945
	Iteration 7F: 3 clusters Score -2221294 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2222661.250000 Penalty: 5087.293945
	Iteration 8F: 3 clusters Score -2222661 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2223867.750000 Penalty: 5087.293945
	Iteration 9Q: 3 clusters Score -2223868 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2224892.000000 Penalty: 5087.293945
	Iteration 10Q: 3 clusters Score -2224892 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2225659.250000 Penalty: 5087.293945
	Iteration 11Q: 3 clusters Score -2225659 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -2226157.000000 Penalty: 5087.293945
	Iteration 12Q: 3 clusters Score -2226157 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2226378.250000 Penalty: 5087.293945
	Iteration 13Q: 3 clusters Score -2226378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2226472.750000 Penalty: 5087.293945
	Iteration 14Q: 3 clusters Score -2226473 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2226509.500000 Penalty: 5087.293945
	Iteration 15Q: 3 clusters Score -2226510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2226538.500000 Penalty: 5087.293945
	Iteration 16Q: 3 clusters Score -2226538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2226558.500000 Penalty: 5087.293945
	Iteration 17Q: 3 clusters Score -2226558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2226562.250000 Penalty: 5087.293945
	Iteration 18Q: 3 clusters Score -2226562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2226559.500000 Penalty: 5087.293945
	Iteration 19Q: 3 clusters Score -2226560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2226567.750000 Penalty: 5087.293945
	Iteration 20F: 3 clusters Score -2226568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2226573.750000 Penalty: 5087.293945
	Iteration 21Q: 3 clusters Score -2226574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2226586.750000 Penalty: 5087.293945
	Iteration 22Q: 3 clusters Score -2226587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -2226588.000000 Penalty: 5087.293945
	Iteration 23Q: 3 clusters Score -2226588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2226593.250000 Penalty: 5087.293945
	Iteration 24Q: 3 clusters Score -2226593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2226600.250000 Penalty: 5087.293945
	Iteration 25Q: 3 clusters Score -2226600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2226599.750000 Penalty: 5087.293945
	Iteration 26Q: 3 clusters Score -2226600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2226603.000000 Penalty: 5087.293945
	Iteration 27Q: 3 clusters Score -2226603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2226604.000000 Penalty: 5087.293945
	Iteration 28Q: 3 clusters Score -2226604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2226605.000000 Penalty: 5087.293945
	Iteration 29Q: 3 clusters Score -2226605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -2226609.000000 Penalty: 5087.293945
	Iteration 30Q: 3 clusters Score -2226609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2226605.500000 Penalty: 5087.293945
	Iteration 31Q: 3 clusters Score -2226606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -2226604.500000 Penalty: 5087.293945
	Iteration 32Q: 3 clusters Score -2226604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2226611.250000 Penalty: 5087.293945
	Iteration 33Q: 3 clusters Score -2226611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2226611.500000 Penalty: 5087.293945
	Iteration 34Q: 3 clusters Score -2226612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2226609.750000 Penalty: 5087.293945
	Iteration 35Q: 3 clusters Score -2226610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2226609.250000 Penalty: 5087.293945
	Iteration 36Q: 3 clusters Score -2226609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -2226609.250000 Penalty: 5087.293945
	Iteration 37F: 3 clusters Score -2226609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (143268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Entering Unmasked Estep 
Score: -11460695.000000 Penalty: 2944.373047
	Iteration 0F: 2 clusters Score -1.14607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -11364801.000000 Penalty: 5888.746094
	Iteration 0F: 3 clusters Score -1.13648e+07 nChanged 68393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -11407676.000000 Penalty: 5888.746094
	Iteration 1F: 3 clusters Score -1.140768e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -11414057.000000 Penalty: 5888.746094
	Iteration 2F: 3 clusters Score -1.141406e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -11424606.000000 Penalty: 5888.746094
	Iteration 3F: 3 clusters Score -1.142461e+07 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -11439365.000000 Penalty: 5888.746094
	Iteration 4F: 3 clusters Score -1.143936e+07 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105941 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -11453526.000000 Penalty: 5888.746094
	Iteration 5F: 3 clusters Score -1.145353e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114441 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -11462345.000000 Penalty: 5888.746094
	Iteration 6F: 3 clusters Score -1.146234e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -11467248.000000 Penalty: 5888.746094
	Iteration 7Q: 3 clusters Score -1.146725e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -11470064.000000 Penalty: 5888.746094
	Iteration 8Q: 3 clusters Score -1.147006e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124736 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -11471114.000000 Penalty: 5888.746094
	Iteration 9Q: 3 clusters Score -1.147111e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126313 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -11471639.000000 Penalty: 5888.746094
	Iteration 10Q: 3 clusters Score -1.147164e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -11471935.000000 Penalty: 5888.746094
	Iteration 11Q: 3 clusters Score -1.147194e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -11472137.000000 Penalty: 5888.746094
	Iteration 12Q: 3 clusters Score -1.147214e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -11472225.000000 Penalty: 5888.746094
	Iteration 13Q: 3 clusters Score -1.147222e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129693 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -11472317.000000 Penalty: 5888.746094
	Iteration 14Q: 3 clusters Score -1.147232e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130164 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -11472359.000000 Penalty: 5888.746094
	Iteration 15Q: 3 clusters Score -1.147236e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130559 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -11472504.000000 Penalty: 5888.746094
	Iteration 16Q: 3 clusters Score -1.14725e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130907 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -11472510.000000 Penalty: 5888.746094
	Iteration 17Q: 3 clusters Score -1.147251e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131218 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -11472566.000000 Penalty: 5888.746094
	Iteration 18Q: 3 clusters Score -1.147257e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131460 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -11472590.000000 Penalty: 5888.746094
	Iteration 19Q: 3 clusters Score -1.147259e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -11472674.000000 Penalty: 5888.746094
	Iteration 20F: 3 clusters Score -1.147267e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -11472673.000000 Penalty: 5888.746094
	Iteration 21Q: 3 clusters Score -1.147267e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131953 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -11472674.000000 Penalty: 5888.746094
	Iteration 22Q: 3 clusters Score -1.147267e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -11472647.000000 Penalty: 5888.746094
	Iteration 23Q: 3 clusters Score -1.147265e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132153 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -11472629.000000 Penalty: 5888.746094
	Iteration 24Q: 3 clusters Score -1.147263e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132223 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -11472635.000000 Penalty: 5888.746094
	Iteration 25Q: 3 clusters Score -1.147264e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132282 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -11472661.000000 Penalty: 5888.746094
	Iteration 26Q: 3 clusters Score -1.147266e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132335 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -11472660.000000 Penalty: 5888.746094
	Iteration 27Q: 3 clusters Score -1.147266e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -11472677.000000 Penalty: 5888.746094
	Iteration 28Q: 3 clusters Score -1.147268e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132420 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -11472684.000000 Penalty: 5888.746094
	Iteration 29Q: 3 clusters Score -1.147268e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -11472690.000000 Penalty: 5888.746094
	Iteration 30Q: 3 clusters Score -1.147269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -11472698.000000 Penalty: 5888.746094
	Iteration 31Q: 3 clusters Score -1.14727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -11472699.000000 Penalty: 5888.746094
	Iteration 32Q: 3 clusters Score -1.14727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -11472683.000000 Penalty: 5888.746094
	Iteration 33Q: 3 clusters Score -1.147268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -11472695.000000 Penalty: 5888.746094
	Iteration 34Q: 3 clusters Score -1.14727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132569 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -11472704.000000 Penalty: 5888.746094
	Iteration 35Q: 3 clusters Score -1.14727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132589 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -11472690.000000 Penalty: 5888.746094
	Iteration 36Q: 3 clusters Score -1.147269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132604 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -11472692.000000 Penalty: 5888.746094
	Iteration 37Q: 3 clusters Score -1.147269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132613 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -11472691.000000 Penalty: 5888.746094
	Iteration 38Q: 3 clusters Score -1.147269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132619 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -11472680.000000 Penalty: 5888.746094
	Iteration 39Q: 3 clusters Score -1.147268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132623 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -11472685.000000 Penalty: 5888.746094
	Iteration 40F: 3 clusters Score -1.147268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132628 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -11472677.000000 Penalty: 5888.746094
	Iteration 41Q: 3 clusters Score -1.147268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132629 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -11472677.000000 Penalty: 5888.746094
	Iteration 42Q: 3 clusters Score -1.147268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132629 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -11472677.000000 Penalty: 5888.746094
	Iteration 43F: 3 clusters Score -1.147268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 132629 members 
Mstep: Class 15 contains 9588 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 10639 members 
Entering Unmasked Estep 
Score: -142560992.000000 Penalty: 85799.695312
Splitting cluster 14 changes total score from -142525728.000000 to -142560992.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (9588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Entering Unmasked Estep 
Score: -734786.562500 Penalty: 2273.730225
	Iteration 0F: 2 clusters Score -734786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -727393.937500 Penalty: 4547.460449
	Iteration 0F: 3 clusters Score -727393.9 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -729874.875000 Penalty: 4547.460449
	Iteration 1F: 3 clusters Score -729874.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -731231.437500 Penalty: 4547.460449
	Iteration 2F: 3 clusters Score -731231.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -734648.500000 Penalty: 4547.460449
	Iteration 3F: 3 clusters Score -734648.5 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -738213.250000 Penalty: 4547.460449
	Iteration 4F: 3 clusters Score -738213.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -739737.375000 Penalty: 4547.460449
	Iteration 5F: 3 clusters Score -739737.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -740211.375000 Penalty: 4547.460449
	Iteration 6Q: 3 clusters Score -740211.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -740393.125000 Penalty: 4547.460449
	Iteration 7Q: 3 clusters Score -740393.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -740474.000000 Penalty: 4547.460449
	Iteration 8Q: 3 clusters Score -740474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -740532.750000 Penalty: 4547.460449
	Iteration 9Q: 3 clusters Score -740532.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -740616.625000 Penalty: 4547.460449
	Iteration 10Q: 3 clusters Score -740616.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -740846.250000 Penalty: 4547.460449
	Iteration 11Q: 3 clusters Score -740846.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -741036.375000 Penalty: 4547.460449
	Iteration 12Q: 3 clusters Score -741036.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -741078.375000 Penalty: 4547.460449
	Iteration 13Q: 3 clusters Score -741078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -741087.125000 Penalty: 4547.460449
	Iteration 14Q: 3 clusters Score -741087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -741093.937500 Penalty: 4547.460449
	Iteration 15Q: 3 clusters Score -741093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -741093.937500 Penalty: 4547.460449
	Iteration 16F: 3 clusters Score -741093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 132629 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 10639 members 
Mstep: Class 25 contains 8650 members 
Entering Unmasked Estep 
Score: -142566352.000000 Penalty: 89374.687500
Splitting cluster 15 changes total score from -142525728.000000 to -142566352.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (32778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Entering Unmasked Estep 
Score: -2510805.750000 Penalty: 2578.583008
	Iteration 0F: 2 clusters Score -2510806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2488555.750000 Penalty: 5157.166016
	Iteration 0F: 3 clusters Score -2488556 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2497925.500000 Penalty: 5157.166016
	Iteration 1F: 3 clusters Score -2497926 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2501696.250000 Penalty: 5157.166016
	Iteration 2F: 3 clusters Score -2501696 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2506432.250000 Penalty: 5157.166016
	Iteration 3F: 3 clusters Score -2506432 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2510116.250000 Penalty: 5157.166016
	Iteration 4F: 3 clusters Score -2510116 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2512213.750000 Penalty: 5157.166016
	Iteration 5F: 3 clusters Score -2512214 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2513593.500000 Penalty: 5157.166016
	Iteration 6Q: 3 clusters Score -2513594 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2514495.500000 Penalty: 5157.166016
	Iteration 7Q: 3 clusters Score -2514496 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2515093.250000 Penalty: 5157.166016
	Iteration 8Q: 3 clusters Score -2515093 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2515582.500000 Penalty: 5157.166016
	Iteration 9Q: 3 clusters Score -2515582 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2516074.500000 Penalty: 5157.166016
	Iteration 10Q: 3 clusters Score -2516074 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -2516436.750000 Penalty: 5157.166016
	Iteration 11Q: 3 clusters Score -2516437 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -2516663.000000 Penalty: 5157.166016
	Iteration 12Q: 3 clusters Score -2516663 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -2516803.000000 Penalty: 5157.166016
	Iteration 13Q: 3 clusters Score -2516803 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -2516939.250000 Penalty: 5157.166016
	Iteration 14Q: 3 clusters Score -2516939 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -2517049.750000 Penalty: 5157.166016
	Iteration 15Q: 3 clusters Score -2517050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -2517135.500000 Penalty: 5157.166016
	Iteration 16Q: 3 clusters Score -2517136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -2517215.750000 Penalty: 5157.166016
	Iteration 17Q: 3 clusters Score -2517216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -2517242.500000 Penalty: 5157.166016
	Iteration 18Q: 3 clusters Score -2517242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -2517266.500000 Penalty: 5157.166016
	Iteration 19Q: 3 clusters Score -2517266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -2517268.750000 Penalty: 5157.166016
	Iteration 20F: 3 clusters Score -2517269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -2517273.500000 Penalty: 5157.166016
	Iteration 21Q: 3 clusters Score -2517274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -2517273.500000 Penalty: 5157.166016
	Iteration 22Q: 3 clusters Score -2517274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -2517272.000000 Penalty: 5157.166016
	Iteration 23Q: 3 clusters Score -2517272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -2517275.250000 Penalty: 5157.166016
	Iteration 24Q: 3 clusters Score -2517275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -2517277.500000 Penalty: 5157.166016
	Iteration 25Q: 3 clusters Score -2517278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2517280.250000 Penalty: 5157.166016
	Iteration 26Q: 3 clusters Score -2517280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2517278.750000 Penalty: 5157.166016
	Iteration 27Q: 3 clusters Score -2517279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -2517281.000000 Penalty: 5157.166016
	Iteration 28Q: 3 clusters Score -2517281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -2517281.000000 Penalty: 5157.166016
	Iteration 29F: 3 clusters Score -2517281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 132629 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 10639 members 
Mstep: Class 25 contains 8650 members 
Mstep: Class 26 contains 29073 members 
Entering Unmasked Estep 
Score: -142572128.000000 Penalty: 92949.671875
Splitting cluster 16 changes total score from -142525728.000000 to -142572128.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (18757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Entering Unmasked Estep 
Score: -1439119.125000 Penalty: 2440.151855
	Iteration 0F: 2 clusters Score -1439119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1425901.250000 Penalty: 4880.303711
	Iteration 0F: 3 clusters Score -1425901 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1430816.875000 Penalty: 4880.303711
	Iteration 1F: 3 clusters Score -1430817 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1432282.500000 Penalty: 4880.303711
	Iteration 2F: 3 clusters Score -1432282 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1434734.000000 Penalty: 4880.303711
	Iteration 3F: 3 clusters Score -1434734 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1437691.750000 Penalty: 4880.303711
	Iteration 4F: 3 clusters Score -1437692 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1439694.000000 Penalty: 4880.303711
	Iteration 5F: 3 clusters Score -1439694 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1441451.000000 Penalty: 4880.303711
	Iteration 6F: 3 clusters Score -1441451 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1445043.000000 Penalty: 4880.303711
	Iteration 7F: 3 clusters Score -1445043 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1446528.875000 Penalty: 4880.303711
	Iteration 8Q: 3 clusters Score -1446529 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1446974.750000 Penalty: 4880.303711
	Iteration 9Q: 3 clusters Score -1446975 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1447608.500000 Penalty: 4880.303711
	Iteration 10Q: 3 clusters Score -1447608 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1448556.000000 Penalty: 4880.303711
	Iteration 11Q: 3 clusters Score -1448556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1448910.625000 Penalty: 4880.303711
	Iteration 12Q: 3 clusters Score -1448911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1448945.000000 Penalty: 4880.303711
	Iteration 13Q: 3 clusters Score -1448945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1448949.250000 Penalty: 4880.303711
	Iteration 14Q: 3 clusters Score -1448949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1448951.625000 Penalty: 4880.303711
	Iteration 15Q: 3 clusters Score -1448952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1448953.000000 Penalty: 4880.303711
	Iteration 16Q: 3 clusters Score -1448953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1448953.000000 Penalty: 4880.303711
	Iteration 17F: 3 clusters Score -1448953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 132629 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 13551 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 996813 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 10639 members 
Mstep: Class 25 contains 8650 members 
Mstep: Class 26 contains 29073 members 
Mstep: Class 27 contains 5206 members 
Entering Unmasked Estep 
Score: -142581040.000000 Penalty: 96524.656250
Splitting cluster 17 changes total score from -142525728.000000 to -142581040.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (88444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Entering Unmasked Estep 
Score: -7286650.500000 Penalty: 2824.750977
	Iteration 0F: 2 clusters Score -7286650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -7227456.000000 Penalty: 5649.501953
	Iteration 0F: 3 clusters Score -7227456 nChanged 41529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -7251445.000000 Penalty: 5649.501953
	Iteration 1F: 3 clusters Score -7251445 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -7252582.500000 Penalty: 5649.501953
	Iteration 2Q: 3 clusters Score -7252582 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -7254260.000000 Penalty: 5649.501953
	Iteration 3Q: 3 clusters Score -7254260 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -7256938.000000 Penalty: 5649.501953
	Iteration 4F: 3 clusters Score -7256938 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -7260944.500000 Penalty: 5649.501953
	Iteration 5F: 3 clusters Score -7260944 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -7266630.500000 Penalty: 5649.501953
	Iteration 6F: 3 clusters Score -7266630 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -7273311.000000 Penalty: 5649.501953
	Iteration 7F: 3 clusters Score -7273311 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -7278670.000000 Penalty: 5649.501953
	Iteration 8F: 3 clusters Score -7278670 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -7280756.500000 Penalty: 5649.501953
	Iteration 9Q: 3 clusters Score -7280756 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -7281566.500000 Penalty: 5649.501953
	Iteration 10Q: 3 clusters Score -7281566 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -7281974.500000 Penalty: 5649.501953
	Iteration 11Q: 3 clusters Score -7281974 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 71275 members 
Entering Unmasked Estep 
Score: -7282232.500000 Penalty: 5649.501953
	Iteration 12Q: 3 clusters Score -7282232 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -7282474.000000 Penalty: 5649.501953
	Iteration 13Q: 3 clusters Score -7282474 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -7282703.000000 Penalty: 5649.501953
	Iteration 14Q: 3 clusters Score -7282703 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -7282844.000000 Penalty: 5649.501953
	Iteration 15Q: 3 clusters Score -7282844 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -7283041.500000 Penalty: 5649.501953
	Iteration 16Q: 3 clusters Score -7283042 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -7283169.000000 Penalty: 5649.501953
	Iteration 17Q: 3 clusters Score -7283169 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -7283289.500000 Penalty: 5649.501953
	Iteration 18Q: 3 clusters Score -7283290 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -7283429.500000 Penalty: 5649.501953
	Iteration 19Q: 3 clusters Score -7283430 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -7283574.000000 Penalty: 5649.501953
	Iteration 20F: 3 clusters Score -7283574 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -7283682.500000 Penalty: 5649.501953
	Iteration 21Q: 3 clusters Score -7283682 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -7283791.000000 Penalty: 5649.501953
	Iteration 22Q: 3 clusters Score -7283791 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -7283894.500000 Penalty: 5649.501953
	Iteration 23Q: 3 clusters Score -7283894 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -7284021.000000 Penalty: 5649.501953
	Iteration 24Q: 3 clusters Score -7284021 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -7284114.000000 Penalty: 5649.501953
	Iteration 25Q: 3 clusters Score -7284114 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -7284198.500000 Penalty: 5649.501953
	Iteration 26Q: 3 clusters Score -7284198 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -7284315.500000 Penalty: 5649.501953
	Iteration 27Q: 3 clusters Score -7284316 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -7284343.500000 Penalty: 5649.501953
	Iteration 28Q: 3 clusters Score -7284344 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -7284433.500000 Penalty: 5649.501953
	Iteration 29Q: 3 clusters Score -7284434 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 80591 members 
Entering Unmasked Estep 
Score: -7284480.000000 Penalty: 5649.501953
	Iteration 30Q: 3 clusters Score -7284480 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -7284518.500000 Penalty: 5649.501953
	Iteration 31Q: 3 clusters Score -7284518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -7284597.000000 Penalty: 5649.501953
	Iteration 32Q: 3 clusters Score -7284597 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -7284685.000000 Penalty: 5649.501953
	Iteration 33Q: 3 clusters Score -7284685 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -7284740.500000 Penalty: 5649.501953
	Iteration 34Q: 3 clusters Score -7284740 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -7284766.500000 Penalty: 5649.501953
	Iteration 35Q: 3 clusters Score -7284766 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -7284803.500000 Penalty: 5649.501953
	Iteration 36Q: 3 clusters Score -7284804 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -7284840.000000 Penalty: 5649.501953
	Iteration 37Q: 3 clusters Score -7284840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -7284881.000000 Penalty: 5649.501953
	Iteration 38Q: 3 clusters Score -7284881 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -7284922.000000 Penalty: 5649.501953
	Iteration 39Q: 3 clusters Score -7284922 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -7284941.000000 Penalty: 5649.501953
	Iteration 40F: 3 clusters Score -7284941 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -7284983.500000 Penalty: 5649.501953
	Iteration 41Q: 3 clusters Score -7284984 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -7285019.000000 Penalty: 5649.501953
	Iteration 42Q: 3 clusters Score -7285019 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -7285057.000000 Penalty: 5649.501953
	Iteration 43Q: 3 clusters Score -7285057 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -7285062.500000 Penalty: 5649.501953
	Iteration 44Q: 3 clusters Score -7285062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -7285075.500000 Penalty: 5649.501953
	Iteration 45Q: 3 clusters Score -7285076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 83434 members 
Entering Unmasked Estep 
Score: -7285077.000000 Penalty: 5649.501953
	Iteration 46Q: 3 clusters Score -7285077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -7285091.000000 Penalty: 5649.501953
	Iteration 47Q: 3 clusters Score -7285091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -7285097.000000 Penalty: 5649.501953
	Iteration 48Q: 3 clusters Score -7285097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -7285085.500000 Penalty: 5649.501953
	Iteration 49Q: 3 clusters Score -7285086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -7285111.500000 Penalty: 5649.501953
	Iteration 50Q: 3 clusters Score -7285112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -7285122.000000 Penalty: 5649.501953
	Iteration 51Q: 3 clusters Score -7285122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -7285136.000000 Penalty: 5649.501953
	Iteration 52Q: 3 clusters Score -7285136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -7285140.000000 Penalty: 5649.501953
	Iteration 53Q: 3 clusters Score -7285140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -7285160.500000 Penalty: 5649.501953
	Iteration 54Q: 3 clusters Score -7285160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -7285188.000000 Penalty: 5649.501953
	Iteration 55Q: 3 clusters Score -7285188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -7285190.500000 Penalty: 5649.501953
	Iteration 56Q: 3 clusters Score -7285190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -7285211.000000 Penalty: 5649.501953
	Iteration 57Q: 3 clusters Score -7285211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -7285228.000000 Penalty: 5649.501953
	Iteration 58Q: 3 clusters Score -7285228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -7285224.000000 Penalty: 5649.501953
	Iteration 59Q: 3 clusters Score -7285224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -7285217.500000 Penalty: 5649.501953
	Iteration 60F: 3 clusters Score -7285218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 84492 members 
Entering Unmasked Estep 
Score: -7285243.000000 Penalty: 5649.501953
	Iteration 61Q: 3 clusters Score -7285243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -7285233.000000 Penalty: 5649.501953
	Iteration 62Q: 3 clusters Score -7285233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -7285250.000000 Penalty: 5649.501953
	Iteration 63Q: 3 clusters Score -7285250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -7285257.500000 Penalty: 5649.501953
	Iteration 64Q: 3 clusters Score -7285258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -7285272.000000 Penalty: 5649.501953
	Iteration 65Q: 3 clusters Score -7285272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -7285286.500000 Penalty: 5649.501953
	Iteration 66Q: 3 clusters Score -7285286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -7285298.500000 Penalty: 5649.501953
	Iteration 67Q: 3 clusters Score -7285298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -7285302.000000 Penalty: 5649.501953
	Iteration 68Q: 3 clusters Score -7285302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -7285292.500000 Penalty: 5649.501953
	Iteration 69Q: 3 clusters Score -7285292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -7285290.000000 Penalty: 5649.501953
	Iteration 70Q: 3 clusters Score -7285290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -7285294.500000 Penalty: 5649.501953
	Iteration 71Q: 3 clusters Score -7285294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -7285294.500000 Penalty: 5649.501953
	Iteration 72Q: 3 clusters Score -7285294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -7285306.500000 Penalty: 5649.501953
	Iteration 73Q: 3 clusters Score -7285306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -7285310.500000 Penalty: 5649.501953
	Iteration 74Q: 3 clusters Score -7285310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -7285306.500000 Penalty: 5649.501953
	Iteration 75Q: 3 clusters Score -7285306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -7285317.500000 Penalty: 5649.501953
	Iteration 76Q: 3 clusters Score -7285318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -7285307.000000 Penalty: 5649.501953
	Iteration 77Q: 3 clusters Score -7285307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -7285301.500000 Penalty: 5649.501953
	Iteration 78Q: 3 clusters Score -7285302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -7285304.500000 Penalty: 5649.501953
	Iteration 79Q: 3 clusters Score -7285304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -7285291.500000 Penalty: 5649.501953
	Iteration 80F: 3 clusters Score -7285292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -7285290.500000 Penalty: 5649.501953
	Iteration 81Q: 3 clusters Score -7285290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -7285286.000000 Penalty: 5649.501953
	Iteration 82Q: 3 clusters Score -7285286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 84951 members 
Entering Unmasked Estep 
Score: -7285295.000000 Penalty: 5649.501953
	Iteration 83Q: 3 clusters Score -7285295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -7285282.000000 Penalty: 5649.501953
	Iteration 84Q: 3 clusters Score -7285282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 84970 members 
Entering Unmasked Estep 
Score: -7285291.000000 Penalty: 5649.501953
	Iteration 85Q: 3 clusters Score -7285291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -7285293.000000 Penalty: 5649.501953
	Iteration 86Q: 3 clusters Score -7285293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -7285296.500000 Penalty: 5649.501953
	Iteration 87Q: 3 clusters Score -7285296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -7285303.000000 Penalty: 5649.501953
	Iteration 88Q: 3 clusters Score -7285303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -7285304.000000 Penalty: 5649.501953
	Iteration 89Q: 3 clusters Score -7285304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -7285298.000000 Penalty: 5649.501953
	Iteration 90Q: 3 clusters Score -7285298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -7285315.500000 Penalty: 5649.501953
	Iteration 91Q: 3 clusters Score -7285316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -7285307.000000 Penalty: 5649.501953
	Iteration 92Q: 3 clusters Score -7285307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -7285310.500000 Penalty: 5649.501953
	Iteration 93Q: 3 clusters Score -7285310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -7285307.500000 Penalty: 5649.501953
	Iteration 94Q: 3 clusters Score -7285308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -7285304.000000 Penalty: 5649.501953
	Iteration 95Q: 3 clusters Score -7285304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -7285304.500000 Penalty: 5649.501953
	Iteration 96Q: 3 clusters Score -7285304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -7285305.000000 Penalty: 5649.501953
	Iteration 97Q: 3 clusters Score -7285305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -7285302.500000 Penalty: 5649.501953
	Iteration 98Q: 3 clusters Score -7285302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -7285304.000000 Penalty: 5649.501953
	Iteration 99Q: 3 clusters Score -7285304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -7285301.000000 Penalty: 5649.501953
	Iteration 100F: 3 clusters Score -7285301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -7285300.500000 Penalty: 5649.501953
	Iteration 101Q: 3 clusters Score -7285300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -7285303.500000 Penalty: 5649.501953
	Iteration 102Q: 3 clusters Score -7285304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -7285300.000000 Penalty: 5649.501953
	Iteration 103Q: 3 clusters Score -7285300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -7285295.000000 Penalty: 5649.501953
	Iteration 104Q: 3 clusters Score -7285295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -7285296.000000 Penalty: 5649.501953
	Iteration 105Q: 3 clusters Score -7285296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -7285302.000000 Penalty: 5649.501953
	Iteration 106Q: 3 clusters Score -7285302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -7285298.500000 Penalty: 5649.501953
	Iteration 107Q: 3 clusters Score -7285298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -7285298.500000 Penalty: 5649.501953
	Iteration 108F: 3 clusters Score -7285298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (996813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996813 members 
Entering Unmasked Estep 
Score: -79953752.000000 Penalty: 3425.455078
	Iteration 0F: 2 clusters Score -7.995375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498694 members 
Mstep: Class 2 contains 498119 members 
Entering Unmasked Estep 
Score: -79310944.000000 Penalty: 6850.910156
	Iteration 0F: 3 clusters Score -7.931094e+07 nChanged 489375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507287 members 
Mstep: Class 2 contains 489526 members 
Entering Unmasked Estep 
Score: -79614016.000000 Penalty: 6850.910156
	Iteration 1F: 3 clusters Score -7.961402e+07 nChanged 26111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511914 members 
Mstep: Class 2 contains 484899 members 
Entering Unmasked Estep 
Score: -79623088.000000 Penalty: 6850.910156
	Iteration 2Q: 3 clusters Score -7.962309e+07 nChanged 32180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516804 members 
Mstep: Class 2 contains 480009 members 
Entering Unmasked Estep 
Score: -79634816.000000 Penalty: 6850.910156
	Iteration 3Q: 3 clusters Score -7.963482e+07 nChanged 37955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521555 members 
Mstep: Class 2 contains 475258 members 
Entering Unmasked Estep 
Score: -79649840.000000 Penalty: 6850.910156
	Iteration 4Q: 3 clusters Score -7.964984e+07 nChanged 41502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527329 members 
Mstep: Class 2 contains 469484 members 
Entering Unmasked Estep 
Score: -79665672.000000 Penalty: 6850.910156
	Iteration 5Q: 3 clusters Score -7.966567e+07 nChanged 44124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536363 members 
Mstep: Class 2 contains 460450 members 
Entering Unmasked Estep 
Score: -79682320.000000 Penalty: 6850.910156
	Iteration 6Q: 3 clusters Score -7.968232e+07 nChanged 46976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550639 members 
Mstep: Class 2 contains 446174 members 
Entering Unmasked Estep 
Score: -79701160.000000 Penalty: 6850.910156
	Iteration 7Q: 3 clusters Score -7.970116e+07 nChanged 51003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570054 members 
Mstep: Class 2 contains 426759 members 
Entering Unmasked Estep 
Score: -79726984.000000 Penalty: 6850.910156
	Iteration 8F: 3 clusters Score -7.972698e+07 nChanged 55166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592416 members 
Mstep: Class 2 contains 404397 members 
Entering Unmasked Estep 
Score: -79759256.000000 Penalty: 6850.910156
	Iteration 9F: 3 clusters Score -7.975926e+07 nChanged 57129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613499 members 
Mstep: Class 2 contains 383314 members 
Entering Unmasked Estep 
Score: -79793672.000000 Penalty: 6850.910156
	Iteration 10F: 3 clusters Score -7.979367e+07 nChanged 51161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629598 members 
Mstep: Class 2 contains 367215 members 
Entering Unmasked Estep 
Score: -79818864.000000 Penalty: 6850.910156
	Iteration 11F: 3 clusters Score -7.981886e+07 nChanged 38198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641290 members 
Mstep: Class 2 contains 355523 members 
Entering Unmasked Estep 
Score: -79831016.000000 Penalty: 6850.910156
	Iteration 12Q: 3 clusters Score -7.983102e+07 nChanged 24686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650422 members 
Mstep: Class 2 contains 346391 members 
Entering Unmasked Estep 
Score: -79836544.000000 Penalty: 6850.910156
	Iteration 13Q: 3 clusters Score -7.983654e+07 nChanged 15586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658738 members 
Mstep: Class 2 contains 338075 members 
Entering Unmasked Estep 
Score: -79838480.000000 Penalty: 6850.910156
	Iteration 14Q: 3 clusters Score -7.983848e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666832 members 
Mstep: Class 2 contains 329981 members 
Entering Unmasked Estep 
Score: -79839768.000000 Penalty: 6850.910156
	Iteration 15Q: 3 clusters Score -7.983977e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674967 members 
Mstep: Class 2 contains 321846 members 
Entering Unmasked Estep 
Score: -79840416.000000 Penalty: 6850.910156
	Iteration 16Q: 3 clusters Score -7.984042e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683166 members 
Mstep: Class 2 contains 313647 members 
Entering Unmasked Estep 
Score: -79842104.000000 Penalty: 6850.910156
	Iteration 17Q: 3 clusters Score -7.98421e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691538 members 
Mstep: Class 2 contains 305275 members 
Entering Unmasked Estep 
Score: -79843296.000000 Penalty: 6850.910156
	Iteration 18Q: 3 clusters Score -7.98433e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700259 members 
Mstep: Class 2 contains 296554 members 
Entering Unmasked Estep 
Score: -79845016.000000 Penalty: 6850.910156
	Iteration 19Q: 3 clusters Score -7.984502e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709453 members 
Mstep: Class 2 contains 287360 members 
Entering Unmasked Estep 
Score: -79846760.000000 Penalty: 6850.910156
	Iteration 20F: 3 clusters Score -7.984676e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718939 members 
Mstep: Class 2 contains 277874 members 
Entering Unmasked Estep 
Score: -79849096.000000 Penalty: 6850.910156
	Iteration 21Q: 3 clusters Score -7.98491e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728648 members 
Mstep: Class 2 contains 268165 members 
Entering Unmasked Estep 
Score: -79850400.000000 Penalty: 6850.910156
	Iteration 22Q: 3 clusters Score -7.98504e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738653 members 
Mstep: Class 2 contains 258160 members 
Entering Unmasked Estep 
Score: -79852192.000000 Penalty: 6850.910156
	Iteration 23Q: 3 clusters Score -7.985219e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749029 members 
Mstep: Class 2 contains 247784 members 
Entering Unmasked Estep 
Score: -79854920.000000 Penalty: 6850.910156
	Iteration 24Q: 3 clusters Score -7.985492e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759905 members 
Mstep: Class 2 contains 236908 members 
Entering Unmasked Estep 
Score: -79857192.000000 Penalty: 6850.910156
	Iteration 25Q: 3 clusters Score -7.985719e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771597 members 
Mstep: Class 2 contains 225216 members 
Entering Unmasked Estep 
Score: -79860840.000000 Penalty: 6850.910156
	Iteration 26Q: 3 clusters Score -7.986084e+07 nChanged 12644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784221 members 
Mstep: Class 2 contains 212592 members 
Entering Unmasked Estep 
Score: -79864856.000000 Penalty: 6850.910156
	Iteration 27Q: 3 clusters Score -7.986486e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797787 members 
Mstep: Class 2 contains 199026 members 
Entering Unmasked Estep 
Score: -79870144.000000 Penalty: 6850.910156
	Iteration 28Q: 3 clusters Score -7.987014e+07 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812375 members 
Mstep: Class 2 contains 184438 members 
Entering Unmasked Estep 
Score: -79876696.000000 Penalty: 6850.910156
	Iteration 29Q: 3 clusters Score -7.98767e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827653 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -79883192.000000 Penalty: 6850.910156
	Iteration 30Q: 3 clusters Score -7.988319e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843819 members 
Mstep: Class 2 contains 152994 members 
Entering Unmasked Estep 
Score: -79890832.000000 Penalty: 6850.910156
	Iteration 31Q: 3 clusters Score -7.989083e+07 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860382 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -79899976.000000 Penalty: 6850.910156
	Iteration 32Q: 3 clusters Score -7.989998e+07 nChanged 16916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877284 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -79909720.000000 Penalty: 6850.910156
	Iteration 33Q: 3 clusters Score -7.990972e+07 nChanged 17056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894308 members 
Mstep: Class 2 contains 102505 members 
Entering Unmasked Estep 
Score: -79921216.000000 Penalty: 6850.910156
	Iteration 34Q: 3 clusters Score -7.992122e+07 nChanged 16698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910950 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -79932432.000000 Penalty: 6850.910156
	Iteration 35Q: 3 clusters Score -7.993243e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926801 members 
Mstep: Class 2 contains 70012 members 
Entering Unmasked Estep 
Score: -79942680.000000 Penalty: 6850.910156
	Iteration 36Q: 3 clusters Score -7.994268e+07 nChanged 14450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941089 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -79951040.000000 Penalty: 6850.910156
	Iteration 37Q: 3 clusters Score -7.995104e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953029 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -79957696.000000 Penalty: 6850.910156
	Iteration 38Q: 3 clusters Score -7.99577e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962371 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -79964152.000000 Penalty: 6850.910156
	Iteration 39Q: 3 clusters Score -7.996415e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968952 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -79970632.000000 Penalty: 6850.910156
	Iteration 40F: 3 clusters Score -7.997063e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972895 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -79975616.000000 Penalty: 6850.910156
	Iteration 41Q: 3 clusters Score -7.997562e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974923 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -79978920.000000 Penalty: 6850.910156
	Iteration 42Q: 3 clusters Score -7.997892e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975789 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -79980184.000000 Penalty: 6850.910156
	Iteration 43Q: 3 clusters Score -7.998018e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976256 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -79980888.000000 Penalty: 6850.910156
	Iteration 44Q: 3 clusters Score -7.998089e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976517 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -79981144.000000 Penalty: 6850.910156
	Iteration 45Q: 3 clusters Score -7.998114e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976679 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -79981216.000000 Penalty: 6850.910156
	Iteration 46Q: 3 clusters Score -7.998122e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976831 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -79981216.000000 Penalty: 6850.910156
	Iteration 47Q: 3 clusters Score -7.998122e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976946 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -79981136.000000 Penalty: 6850.910156
	Iteration 48Q: 3 clusters Score -7.998114e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977048 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 49Q: 3 clusters Score -7.998112e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977132 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -79981144.000000 Penalty: 6850.910156
	Iteration 50Q: 3 clusters Score -7.998114e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977204 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 51Q: 3 clusters Score -7.998112e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977246 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -79981032.000000 Penalty: 6850.910156
	Iteration 52Q: 3 clusters Score -7.998103e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977266 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 53Q: 3 clusters Score -7.998112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977294 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 54Q: 3 clusters Score -7.998112e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977312 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -79981128.000000 Penalty: 6850.910156
	Iteration 55Q: 3 clusters Score -7.998113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977326 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -79981160.000000 Penalty: 6850.910156
	Iteration 56Q: 3 clusters Score -7.998116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977335 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 57Q: 3 clusters Score -7.998112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977342 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -79981104.000000 Penalty: 6850.910156
	Iteration 58Q: 3 clusters Score -7.99811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977346 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -79981104.000000 Penalty: 6850.910156
	Iteration 59Q: 3 clusters Score -7.99811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977350 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -79981080.000000 Penalty: 6850.910156
	Iteration 60F: 3 clusters Score -7.998108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977353 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -79981096.000000 Penalty: 6850.910156
	Iteration 61Q: 3 clusters Score -7.99811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977353 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -79981136.000000 Penalty: 6850.910156
	Iteration 62Q: 3 clusters Score -7.998114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977360 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 63Q: 3 clusters Score -7.998112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977364 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -79981120.000000 Penalty: 6850.910156
	Iteration 64Q: 3 clusters Score -7.998112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977366 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -79981104.000000 Penalty: 6850.910156
	Iteration 65Q: 3 clusters Score -7.99811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977370 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -79981064.000000 Penalty: 6850.910156
	Iteration 66Q: 3 clusters Score -7.998106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977371 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -79981128.000000 Penalty: 6850.910156
	Iteration 67Q: 3 clusters Score -7.998113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977371 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -79981128.000000 Penalty: 6850.910156
	Iteration 68F: 3 clusters Score -7.998113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 32815 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 132629 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 13551 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 977371 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 10639 members 
Mstep: Class 25 contains 8650 members 
Mstep: Class 26 contains 29073 members 
Mstep: Class 27 contains 5206 members 
Mstep: Class 28 contains 19442 members 
Entering Unmasked Estep 
Score: -142607792.000000 Penalty: 100099.648438
Splitting cluster 19 changes total score from -142525728.000000 to -142607792.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 171110 members 
Mstep: Class 6 contains 18424 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 169029 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 28471 members 
Mstep: Class 14 contains 132629 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 13551 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 977371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142623216.000000 Penalty: 100099.648438
Iteration 39Q: 29 clusters Score -1.426232e+08 nChanged 34868
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 13526 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 12419 members 
Mstep: Class 5 contains 173383 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 22875 members 
Mstep: Class 8 contains 168412 members 
Mstep: Class 9 contains 1379 members 
Mstep: Class 10 contains 7777 members 
Mstep: Class 11 contains 32767 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 13 contains 28131 members 
Mstep: Class 14 contains 138110 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 4125 members 
Mstep: Class 17 contains 14847 members 
Mstep: Class 18 contains 88910 members 
Mstep: Class 19 contains 969280 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 5862 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 3465 members 
Mstep: Class 24 contains 11052 members 
Mstep: Class 25 contains 8561 members 
Mstep: Class 26 contains 27585 members 
Mstep: Class 27 contains 5201 members 
Mstep: Class 28 contains 19462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142650448.000000 Penalty: 100099.648438
Iteration 40F: 29 clusters Score -1.426504e+08 nChanged 31039
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 14615 members 
Mstep: Class 3 contains 2082 members 
Mstep: Class 4 contains 12666 members 
Mstep: Class 5 contains 180225 members 
Mstep: Class 6 contains 18056 members 
Mstep: Class 7 contains 22598 members 
Mstep: Class 8 contains 168046 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 6906 members 
Mstep: Class 11 contains 32709 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 27758 members 
Mstep: Class 14 contains 140684 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 17 contains 14839 members 
Mstep: Class 18 contains 89186 members 
Mstep: Class 19 contains 956018 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 3465 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 8647 members 
Mstep: Class 26 contains 27724 members 
Mstep: Class 27 contains 5206 members 
Mstep: Class 28 contains 21518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142674016.000000 Penalty: 100099.648438
Iteration 41Q: 29 clusters Score -1.42674e+08 nChanged 26740
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 15433 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 12863 members 
Mstep: Class 5 contains 187394 members 
Mstep: Class 6 contains 17823 members 
Mstep: Class 7 contains 22552 members 
Mstep: Class 8 contains 167930 members 
Mstep: Class 9 contains 1414 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 32730 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 27508 members 
Mstep: Class 14 contains 142531 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 14764 members 
Mstep: Class 18 contains 89630 members 
Mstep: Class 19 contains 943490 members 
Mstep: Class 20 contains 14067 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 3467 members 
Mstep: Class 24 contains 12683 members 
Mstep: Class 25 contains 8673 members 
Mstep: Class 26 contains 27507 members 
Mstep: Class 27 contains 5200 members 
Mstep: Class 28 contains 23154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142691296.000000 Penalty: 100099.648438
Iteration 42Q: 29 clusters Score -1.426913e+08 nChanged 23897
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 16085 members 
Mstep: Class 3 contains 1946 members 
Mstep: Class 4 contains 13034 members 
Mstep: Class 5 contains 193654 members 
Mstep: Class 6 contains 17689 members 
Mstep: Class 7 contains 22556 members 
Mstep: Class 8 contains 167902 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 6079 members 
Mstep: Class 11 contains 32759 members 
Mstep: Class 12 contains 12055 members 
Mstep: Class 13 contains 27322 members 
Mstep: Class 14 contains 143962 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 4681 members 
Mstep: Class 17 contains 14730 members 
Mstep: Class 18 contains 90162 members 
Mstep: Class 19 contains 932203 members 
Mstep: Class 20 contains 14286 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 8697 members 
Mstep: Class 26 contains 27175 members 
Mstep: Class 27 contains 5188 members 
Mstep: Class 28 contains 24779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142705248.000000 Penalty: 100099.648438
Iteration 43Q: 29 clusters Score -1.427052e+08 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 16629 members 
Mstep: Class 3 contains 1918 members 
Mstep: Class 4 contains 13151 members 
Mstep: Class 5 contains 198521 members 
Mstep: Class 6 contains 17642 members 
Mstep: Class 7 contains 22598 members 
Mstep: Class 8 contains 167864 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 32772 members 
Mstep: Class 12 contains 12128 members 
Mstep: Class 13 contains 27125 members 
Mstep: Class 14 contains 145224 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 4766 members 
Mstep: Class 17 contains 14777 members 
Mstep: Class 18 contains 90609 members 
Mstep: Class 19 contains 922660 members 
Mstep: Class 20 contains 14468 members 
Mstep: Class 21 contains 7799 members 
Mstep: Class 22 contains 3181 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 14610 members 
Mstep: Class 25 contains 8709 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 5180 members 
Mstep: Class 28 contains 26369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142714352.000000 Penalty: 100099.648438
Iteration 44Q: 29 clusters Score -1.427144e+08 nChanged 17572
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 17091 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 13237 members 
Mstep: Class 5 contains 202104 members 
Mstep: Class 6 contains 17675 members 
Mstep: Class 7 contains 22656 members 
Mstep: Class 8 contains 167655 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 32771 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 13 contains 26938 members 
Mstep: Class 14 contains 146395 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4813 members 
Mstep: Class 17 contains 14934 members 
Mstep: Class 18 contains 91111 members 
Mstep: Class 19 contains 914765 members 
Mstep: Class 20 contains 14583 members 
Mstep: Class 21 contains 8201 members 
Mstep: Class 22 contains 3205 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 15568 members 
Mstep: Class 25 contains 8724 members 
Mstep: Class 26 contains 26261 members 
Mstep: Class 27 contains 5174 members 
Mstep: Class 28 contains 27867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721488.000000 Penalty: 100099.648438
Iteration 45Q: 29 clusters Score -1.427215e+08 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 17473 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 13305 members 
Mstep: Class 5 contains 204810 members 
Mstep: Class 6 contains 17755 members 
Mstep: Class 7 contains 22697 members 
Mstep: Class 8 contains 167479 members 
Mstep: Class 9 contains 1430 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 32796 members 
Mstep: Class 12 contains 12275 members 
Mstep: Class 13 contains 26723 members 
Mstep: Class 14 contains 147341 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4836 members 
Mstep: Class 17 contains 15144 members 
Mstep: Class 18 contains 91678 members 
Mstep: Class 19 contains 908086 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 8575 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 16513 members 
Mstep: Class 25 contains 8732 members 
Mstep: Class 26 contains 25738 members 
Mstep: Class 27 contains 5168 members 
Mstep: Class 28 contains 29227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142726400.000000 Penalty: 100099.648438
Iteration 46Q: 29 clusters Score -1.427264e+08 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 17774 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 13360 members 
Mstep: Class 5 contains 206778 members 
Mstep: Class 6 contains 17838 members 
Mstep: Class 7 contains 22748 members 
Mstep: Class 8 contains 167408 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 32810 members 
Mstep: Class 12 contains 12346 members 
Mstep: Class 13 contains 26516 members 
Mstep: Class 14 contains 148166 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 92286 members 
Mstep: Class 19 contains 902467 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 21 contains 8965 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 8732 members 
Mstep: Class 26 contains 25229 members 
Mstep: Class 27 contains 5166 members 
Mstep: Class 28 contains 30384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142729296.000000 Penalty: 100099.648438
Iteration 47Q: 29 clusters Score -1.427293e+08 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 18021 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 13405 members 
Mstep: Class 5 contains 208099 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 22797 members 
Mstep: Class 8 contains 167406 members 
Mstep: Class 9 contains 1431 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 32793 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 26326 members 
Mstep: Class 14 contains 148857 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4856 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 18 contains 92930 members 
Mstep: Class 19 contains 897724 members 
Mstep: Class 20 contains 14803 members 
Mstep: Class 21 contains 9313 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 18255 members 
Mstep: Class 25 contains 8737 members 
Mstep: Class 26 contains 24755 members 
Mstep: Class 27 contains 5163 members 
Mstep: Class 28 contains 31393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142732672.000000 Penalty: 100099.648438
Iteration 48Q: 29 clusters Score -1.427327e+08 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 18193 members 
Mstep: Class 3 contains 1917 members 
Mstep: Class 4 contains 13447 members 
Mstep: Class 5 contains 208976 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 22834 members 
Mstep: Class 8 contains 167388 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 5245 members 
Mstep: Class 11 contains 32776 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 26151 members 
Mstep: Class 14 contains 149512 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 15786 members 
Mstep: Class 18 contains 93569 members 
Mstep: Class 19 contains 893687 members 
Mstep: Class 20 contains 14890 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 19060 members 
Mstep: Class 25 contains 8739 members 
Mstep: Class 26 contains 24366 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 32267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734512.000000 Penalty: 100099.648438
Iteration 49Q: 29 clusters Score -1.427345e+08 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 18351 members 
Mstep: Class 3 contains 1928 members 
Mstep: Class 4 contains 13488 members 
Mstep: Class 5 contains 209536 members 
Mstep: Class 6 contains 17957 members 
Mstep: Class 7 contains 22863 members 
Mstep: Class 8 contains 167374 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 5199 members 
Mstep: Class 11 contains 32726 members 
Mstep: Class 12 contains 12580 members 
Mstep: Class 13 contains 25979 members 
Mstep: Class 14 contains 150141 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 15999 members 
Mstep: Class 18 contains 94232 members 
Mstep: Class 19 contains 890158 members 
Mstep: Class 20 contains 14975 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 3249 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 19795 members 
Mstep: Class 25 contains 8738 members 
Mstep: Class 26 contains 24069 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 33016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735952.000000 Penalty: 100099.648438
Iteration 50Q: 29 clusters Score -1.42736e+08 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 18510 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 13505 members 
Mstep: Class 5 contains 209807 members 
Mstep: Class 6 contains 17943 members 
Mstep: Class 7 contains 22898 members 
Mstep: Class 8 contains 167344 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 32672 members 
Mstep: Class 12 contains 12661 members 
Mstep: Class 13 contains 25838 members 
Mstep: Class 14 contains 150726 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4863 members 
Mstep: Class 17 contains 16228 members 
Mstep: Class 18 contains 94845 members 
Mstep: Class 19 contains 887222 members 
Mstep: Class 20 contains 15047 members 
Mstep: Class 21 contains 10193 members 
Mstep: Class 22 contains 3251 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 20440 members 
Mstep: Class 25 contains 8738 members 
Mstep: Class 26 contains 23814 members 
Mstep: Class 27 contains 5161 members 
Mstep: Class 28 contains 33630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142737232.000000 Penalty: 100099.648438
Iteration 51Q: 29 clusters Score -1.427372e+08 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 18644 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 13525 members 
Mstep: Class 5 contains 209856 members 
Mstep: Class 6 contains 17910 members 
Mstep: Class 7 contains 22940 members 
Mstep: Class 8 contains 167314 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 32611 members 
Mstep: Class 12 contains 12736 members 
Mstep: Class 13 contains 25712 members 
Mstep: Class 14 contains 151299 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4873 members 
Mstep: Class 17 contains 16417 members 
Mstep: Class 18 contains 95390 members 
Mstep: Class 19 contains 884730 members 
Mstep: Class 20 contains 15092 members 
Mstep: Class 21 contains 10438 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 21067 members 
Mstep: Class 25 contains 8734 members 
Mstep: Class 26 contains 23594 members 
Mstep: Class 27 contains 5158 members 
Mstep: Class 28 contains 34167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142738288.000000 Penalty: 100099.648438
Iteration 52Q: 29 clusters Score -1.427383e+08 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 18747 members 
Mstep: Class 3 contains 2010 members 
Mstep: Class 4 contains 13539 members 
Mstep: Class 5 contains 209671 members 
Mstep: Class 6 contains 17863 members 
Mstep: Class 7 contains 22990 members 
Mstep: Class 8 contains 167314 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 5084 members 
Mstep: Class 11 contains 32541 members 
Mstep: Class 12 contains 12781 members 
Mstep: Class 13 contains 25615 members 
Mstep: Class 14 contains 151880 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 16572 members 
Mstep: Class 18 contains 95872 members 
Mstep: Class 19 contains 882639 members 
Mstep: Class 20 contains 15136 members 
Mstep: Class 21 contains 10668 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 21653 members 
Mstep: Class 25 contains 8732 members 
Mstep: Class 26 contains 23442 members 
Mstep: Class 27 contains 5156 members 
Mstep: Class 28 contains 34603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142739504.000000 Penalty: 100099.648438
Iteration 53Q: 29 clusters Score -1.427395e+08 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 18845 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 13559 members 
Mstep: Class 5 contains 209409 members 
Mstep: Class 6 contains 17830 members 
Mstep: Class 7 contains 23019 members 
Mstep: Class 8 contains 167249 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 32470 members 
Mstep: Class 12 contains 12820 members 
Mstep: Class 13 contains 25524 members 
Mstep: Class 14 contains 152438 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4887 members 
Mstep: Class 17 contains 16738 members 
Mstep: Class 18 contains 96326 members 
Mstep: Class 19 contains 880839 members 
Mstep: Class 20 contains 15166 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 22185 members 
Mstep: Class 25 contains 8735 members 
Mstep: Class 26 contains 23310 members 
Mstep: Class 27 contains 5156 members 
Mstep: Class 28 contains 34996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142740032.000000 Penalty: 100099.648438
Iteration 54Q: 29 clusters Score -1.4274e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 18950 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 13581 members 
Mstep: Class 5 contains 209001 members 
Mstep: Class 6 contains 17827 members 
Mstep: Class 7 contains 23041 members 
Mstep: Class 8 contains 167185 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 32403 members 
Mstep: Class 12 contains 12839 members 
Mstep: Class 13 contains 25460 members 
Mstep: Class 14 contains 153038 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4894 members 
Mstep: Class 17 contains 16899 members 
Mstep: Class 18 contains 96762 members 
Mstep: Class 19 contains 879217 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 11074 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 22707 members 
Mstep: Class 25 contains 8737 members 
Mstep: Class 26 contains 23192 members 
Mstep: Class 27 contains 5155 members 
Mstep: Class 28 contains 35304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142740624.000000 Penalty: 100099.648438
Iteration 55Q: 29 clusters Score -1.427406e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 19036 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 13602 members 
Mstep: Class 5 contains 208570 members 
Mstep: Class 6 contains 17837 members 
Mstep: Class 7 contains 23067 members 
Mstep: Class 8 contains 167156 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 32354 members 
Mstep: Class 12 contains 12876 members 
Mstep: Class 13 contains 25391 members 
Mstep: Class 14 contains 153594 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 16989 members 
Mstep: Class 18 contains 97143 members 
Mstep: Class 19 contains 877747 members 
Mstep: Class 20 contains 15274 members 
Mstep: Class 21 contains 11262 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 23218 members 
Mstep: Class 25 contains 8738 members 
Mstep: Class 26 contains 23124 members 
Mstep: Class 27 contains 5154 members 
Mstep: Class 28 contains 35554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142741280.000000 Penalty: 100099.648438
Iteration 56Q: 29 clusters Score -1.427413e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 19081 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 13620 members 
Mstep: Class 5 contains 208100 members 
Mstep: Class 6 contains 17849 members 
Mstep: Class 7 contains 23080 members 
Mstep: Class 8 contains 167146 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 12922 members 
Mstep: Class 13 contains 25336 members 
Mstep: Class 14 contains 154176 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 17086 members 
Mstep: Class 18 contains 97533 members 
Mstep: Class 19 contains 876394 members 
Mstep: Class 20 contains 15335 members 
Mstep: Class 21 contains 11410 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 23681 members 
Mstep: Class 25 contains 8740 members 
Mstep: Class 26 contains 23065 members 
Mstep: Class 27 contains 5154 members 
Mstep: Class 28 contains 35778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142741488.000000 Penalty: 100099.648438
Iteration 57Q: 29 clusters Score -1.427415e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 19125 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 13623 members 
Mstep: Class 5 contains 207618 members 
Mstep: Class 6 contains 17859 members 
Mstep: Class 7 contains 23097 members 
Mstep: Class 8 contains 167122 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 32259 members 
Mstep: Class 12 contains 12960 members 
Mstep: Class 13 contains 25289 members 
Mstep: Class 14 contains 154800 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 17 contains 17176 members 
Mstep: Class 18 contains 97854 members 
Mstep: Class 19 contains 875230 members 
Mstep: Class 20 contains 15372 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 24045 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 23027 members 
Mstep: Class 27 contains 5152 members 
Mstep: Class 28 contains 35963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142741888.000000 Penalty: 100099.648438
Iteration 58Q: 29 clusters Score -1.427419e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 19163 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 13626 members 
Mstep: Class 5 contains 207124 members 
Mstep: Class 6 contains 17866 members 
Mstep: Class 7 contains 23115 members 
Mstep: Class 8 contains 167095 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 32211 members 
Mstep: Class 12 contains 12999 members 
Mstep: Class 13 contains 25245 members 
Mstep: Class 14 contains 155430 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 17255 members 
Mstep: Class 18 contains 98155 members 
Mstep: Class 19 contains 874194 members 
Mstep: Class 20 contains 15410 members 
Mstep: Class 21 contains 11633 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 24388 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 23005 members 
Mstep: Class 27 contains 5153 members 
Mstep: Class 28 contains 36111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742224.000000 Penalty: 100099.648438
Iteration 59Q: 29 clusters Score -1.427422e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 19186 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 13631 members 
Mstep: Class 5 contains 206604 members 
Mstep: Class 6 contains 17912 members 
Mstep: Class 7 contains 23134 members 
Mstep: Class 8 contains 167070 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 32165 members 
Mstep: Class 12 contains 13041 members 
Mstep: Class 13 contains 25210 members 
Mstep: Class 14 contains 156081 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 17324 members 
Mstep: Class 18 contains 98418 members 
Mstep: Class 19 contains 873197 members 
Mstep: Class 20 contains 15461 members 
Mstep: Class 21 contains 11721 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 24717 members 
Mstep: Class 25 contains 8740 members 
Mstep: Class 26 contains 22988 members 
Mstep: Class 27 contains 5153 members 
Mstep: Class 28 contains 36252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742992.000000 Penalty: 100099.648438
Iteration 60F: 29 clusters Score -1.42743e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 19226 members 
Mstep: Class 3 contains 2208 members 
Mstep: Class 4 contains 13659 members 
Mstep: Class 5 contains 206111 members 
Mstep: Class 6 contains 17858 members 
Mstep: Class 7 contains 23155 members 
Mstep: Class 8 contains 167035 members 
Mstep: Class 9 contains 1436 members 
Mstep: Class 10 contains 4903 members 
Mstep: Class 11 contains 32115 members 
Mstep: Class 12 contains 13084 members 
Mstep: Class 13 contains 25162 members 
Mstep: Class 14 contains 156750 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4931 members 
Mstep: Class 17 contains 17328 members 
Mstep: Class 18 contains 98681 members 
Mstep: Class 19 contains 872245 members 
Mstep: Class 20 contains 15520 members 
Mstep: Class 21 contains 11974 members 
Mstep: Class 22 contains 3260 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 25009 members 
Mstep: Class 25 contains 8742 members 
Mstep: Class 26 contains 22938 members 
Mstep: Class 27 contains 5125 members 
Mstep: Class 28 contains 36374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743776.000000 Penalty: 100099.648438
Iteration 61Q: 29 clusters Score -1.427438e+08 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 19288 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 13687 members 
Mstep: Class 5 contains 205552 members 
Mstep: Class 6 contains 17869 members 
Mstep: Class 7 contains 23166 members 
Mstep: Class 8 contains 167007 members 
Mstep: Class 9 contains 1439 members 
Mstep: Class 10 contains 4870 members 
Mstep: Class 11 contains 32076 members 
Mstep: Class 12 contains 13125 members 
Mstep: Class 13 contains 25136 members 
Mstep: Class 14 contains 157374 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4935 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 98911 members 
Mstep: Class 19 contains 871319 members 
Mstep: Class 20 contains 15589 members 
Mstep: Class 21 contains 12201 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 25315 members 
Mstep: Class 25 contains 8748 members 
Mstep: Class 26 contains 22893 members 
Mstep: Class 27 contains 5098 members 
Mstep: Class 28 contains 36476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744480.000000 Penalty: 100099.648438
Iteration 62Q: 29 clusters Score -1.427445e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 19335 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 204985 members 
Mstep: Class 6 contains 17863 members 
Mstep: Class 7 contains 23180 members 
Mstep: Class 8 contains 166991 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 32030 members 
Mstep: Class 12 contains 13142 members 
Mstep: Class 13 contains 25113 members 
Mstep: Class 14 contains 157981 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 17 contains 17388 members 
Mstep: Class 18 contains 99120 members 
Mstep: Class 19 contains 870489 members 
Mstep: Class 20 contains 15654 members 
Mstep: Class 21 contains 12407 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 25628 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 22845 members 
Mstep: Class 27 contains 5076 members 
Mstep: Class 28 contains 36572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744336.000000 Penalty: 100099.648438
Iteration 63Q: 29 clusters Score -1.427443e+08 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 19384 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 13734 members 
Mstep: Class 5 contains 204455 members 
Mstep: Class 6 contains 17882 members 
Mstep: Class 7 contains 23197 members 
Mstep: Class 8 contains 166961 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4784 members 
Mstep: Class 11 contains 31988 members 
Mstep: Class 12 contains 13191 members 
Mstep: Class 13 contains 25094 members 
Mstep: Class 14 contains 158524 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4956 members 
Mstep: Class 17 contains 17442 members 
Mstep: Class 18 contains 99326 members 
Mstep: Class 19 contains 869661 members 
Mstep: Class 20 contains 15701 members 
Mstep: Class 21 contains 12596 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 25936 members 
Mstep: Class 25 contains 8760 members 
Mstep: Class 26 contains 22802 members 
Mstep: Class 27 contains 5055 members 
Mstep: Class 28 contains 36660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744640.000000 Penalty: 100099.648438
Iteration 64Q: 29 clusters Score -1.427446e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 19417 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 13765 members 
Mstep: Class 5 contains 203898 members 
Mstep: Class 6 contains 17872 members 
Mstep: Class 7 contains 23203 members 
Mstep: Class 8 contains 166914 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 31949 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 25084 members 
Mstep: Class 14 contains 159096 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4963 members 
Mstep: Class 17 contains 17508 members 
Mstep: Class 18 contains 99500 members 
Mstep: Class 19 contains 868922 members 
Mstep: Class 20 contains 15738 members 
Mstep: Class 21 contains 12782 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 26241 members 
Mstep: Class 25 contains 8762 members 
Mstep: Class 26 contains 22762 members 
Mstep: Class 27 contains 5045 members 
Mstep: Class 28 contains 36733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745296.000000 Penalty: 100099.648438
Iteration 65Q: 29 clusters Score -1.427453e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 19437 members 
Mstep: Class 3 contains 2277 members 
Mstep: Class 4 contains 13784 members 
Mstep: Class 5 contains 203340 members 
Mstep: Class 6 contains 17841 members 
Mstep: Class 7 contains 23205 members 
Mstep: Class 8 contains 166854 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4697 members 
Mstep: Class 11 contains 31913 members 
Mstep: Class 12 contains 13272 members 
Mstep: Class 13 contains 25074 members 
Mstep: Class 14 contains 159631 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4970 members 
Mstep: Class 17 contains 17573 members 
Mstep: Class 18 contains 99645 members 
Mstep: Class 19 contains 868296 members 
Mstep: Class 20 contains 15789 members 
Mstep: Class 21 contains 13002 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3471 members 
Mstep: Class 24 contains 26550 members 
Mstep: Class 25 contains 8768 members 
Mstep: Class 26 contains 22711 members 
Mstep: Class 27 contains 5038 members 
Mstep: Class 28 contains 36785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745648.000000 Penalty: 100099.648438
Iteration 66Q: 29 clusters Score -1.427456e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 19451 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 13815 members 
Mstep: Class 5 contains 202715 members 
Mstep: Class 6 contains 17778 members 
Mstep: Class 7 contains 23210 members 
Mstep: Class 8 contains 166790 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 31876 members 
Mstep: Class 12 contains 13301 members 
Mstep: Class 13 contains 25080 members 
Mstep: Class 14 contains 160229 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 17662 members 
Mstep: Class 18 contains 99787 members 
Mstep: Class 19 contains 867701 members 
Mstep: Class 20 contains 15828 members 
Mstep: Class 21 contains 13221 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 26807 members 
Mstep: Class 25 contains 8775 members 
Mstep: Class 26 contains 22650 members 
Mstep: Class 27 contains 5034 members 
Mstep: Class 28 contains 36839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746080.000000 Penalty: 100099.648438
Iteration 67Q: 29 clusters Score -1.427461e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 19484 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 202117 members 
Mstep: Class 6 contains 17783 members 
Mstep: Class 7 contains 23210 members 
Mstep: Class 8 contains 166741 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 31833 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 25090 members 
Mstep: Class 14 contains 160760 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 17720 members 
Mstep: Class 18 contains 99912 members 
Mstep: Class 19 contains 867089 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 13444 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 27084 members 
Mstep: Class 25 contains 8776 members 
Mstep: Class 26 contains 22595 members 
Mstep: Class 27 contains 5033 members 
Mstep: Class 28 contains 36896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746736.000000 Penalty: 100099.648438
Iteration 68Q: 29 clusters Score -1.427467e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 19514 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 13873 members 
Mstep: Class 5 contains 201503 members 
Mstep: Class 6 contains 17807 members 
Mstep: Class 7 contains 23212 members 
Mstep: Class 8 contains 166661 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 31794 members 
Mstep: Class 12 contains 13390 members 
Mstep: Class 13 contains 25086 members 
Mstep: Class 14 contains 161387 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 17768 members 
Mstep: Class 18 contains 100034 members 
Mstep: Class 19 contains 866491 members 
Mstep: Class 20 contains 15917 members 
Mstep: Class 21 contains 13666 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 27311 members 
Mstep: Class 25 contains 8778 members 
Mstep: Class 26 contains 22537 members 
Mstep: Class 27 contains 5033 members 
Mstep: Class 28 contains 36940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746704.000000 Penalty: 100099.648438
Iteration 69Q: 29 clusters Score -1.427467e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 19551 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 13894 members 
Mstep: Class 5 contains 200885 members 
Mstep: Class 6 contains 17839 members 
Mstep: Class 7 contains 23217 members 
Mstep: Class 8 contains 166559 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 31769 members 
Mstep: Class 12 contains 13436 members 
Mstep: Class 13 contains 25102 members 
Mstep: Class 14 contains 161976 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 17823 members 
Mstep: Class 18 contains 100139 members 
Mstep: Class 19 contains 865962 members 
Mstep: Class 20 contains 15952 members 
Mstep: Class 21 contains 13880 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 3472 members 
Mstep: Class 24 contains 27532 members 
Mstep: Class 25 contains 8783 members 
Mstep: Class 26 contains 22481 members 
Mstep: Class 27 contains 5032 members 
Mstep: Class 28 contains 36988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142747200.000000 Penalty: 100099.648438
Iteration 70Q: 29 clusters Score -1.427472e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 19575 members 
Mstep: Class 3 contains 2330 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 200275 members 
Mstep: Class 6 contains 17846 members 
Mstep: Class 7 contains 23214 members 
Mstep: Class 8 contains 166487 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 31748 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 25115 members 
Mstep: Class 14 contains 162567 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5001 members 
Mstep: Class 17 contains 17892 members 
Mstep: Class 18 contains 100242 members 
Mstep: Class 19 contains 865433 members 
Mstep: Class 20 contains 15995 members 
Mstep: Class 21 contains 14059 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 27757 members 
Mstep: Class 25 contains 8787 members 
Mstep: Class 26 contains 22442 members 
Mstep: Class 27 contains 5030 members 
Mstep: Class 28 contains 37023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142747584.000000 Penalty: 100099.648438
Iteration 71Q: 29 clusters Score -1.427476e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 19605 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 199656 members 
Mstep: Class 6 contains 17832 members 
Mstep: Class 7 contains 23210 members 
Mstep: Class 8 contains 166409 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 31728 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 25126 members 
Mstep: Class 14 contains 163141 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 17970 members 
Mstep: Class 18 contains 100348 members 
Mstep: Class 19 contains 864938 members 
Mstep: Class 20 contains 16020 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 27971 members 
Mstep: Class 25 contains 8792 members 
Mstep: Class 26 contains 22405 members 
Mstep: Class 27 contains 5029 members 
Mstep: Class 28 contains 37064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142747920.000000 Penalty: 100099.648438
Iteration 72Q: 29 clusters Score -1.427479e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 19620 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 13969 members 
Mstep: Class 5 contains 199077 members 
Mstep: Class 6 contains 17881 members 
Mstep: Class 7 contains 23213 members 
Mstep: Class 8 contains 166317 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 31706 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 25144 members 
Mstep: Class 14 contains 163681 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5007 members 
Mstep: Class 17 contains 18031 members 
Mstep: Class 18 contains 100451 members 
Mstep: Class 19 contains 864437 members 
Mstep: Class 20 contains 16051 members 
Mstep: Class 21 contains 14409 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 28171 members 
Mstep: Class 25 contains 8794 members 
Mstep: Class 26 contains 22374 members 
Mstep: Class 27 contains 5029 members 
Mstep: Class 28 contains 37107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142748576.000000 Penalty: 100099.648438
Iteration 73Q: 29 clusters Score -1.427486e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 19657 members 
Mstep: Class 3 contains 2353 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 198497 members 
Mstep: Class 6 contains 17941 members 
Mstep: Class 7 contains 23210 members 
Mstep: Class 8 contains 166244 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4391 members 
Mstep: Class 11 contains 31680 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 25150 members 
Mstep: Class 14 contains 164212 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5011 members 
Mstep: Class 17 contains 18090 members 
Mstep: Class 18 contains 100578 members 
Mstep: Class 19 contains 863903 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 14573 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 28368 members 
Mstep: Class 25 contains 8793 members 
Mstep: Class 26 contains 22349 members 
Mstep: Class 27 contains 5028 members 
Mstep: Class 28 contains 37152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142748944.000000 Penalty: 100099.648438
Iteration 74Q: 29 clusters Score -1.427489e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 19713 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 14021 members 
Mstep: Class 5 contains 197931 members 
Mstep: Class 6 contains 18058 members 
Mstep: Class 7 contains 23204 members 
Mstep: Class 8 contains 166183 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4359 members 
Mstep: Class 11 contains 31652 members 
Mstep: Class 12 contains 13679 members 
Mstep: Class 13 contains 25154 members 
Mstep: Class 14 contains 164724 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 18142 members 
Mstep: Class 18 contains 100661 members 
Mstep: Class 19 contains 863348 members 
Mstep: Class 20 contains 16089 members 
Mstep: Class 21 contains 14745 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 28569 members 
Mstep: Class 25 contains 8796 members 
Mstep: Class 26 contains 22327 members 
Mstep: Class 27 contains 5026 members 
Mstep: Class 28 contains 37190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142749008.000000 Penalty: 100099.648438
Iteration 75Q: 29 clusters Score -1.42749e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 19767 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 197354 members 
Mstep: Class 6 contains 18142 members 
Mstep: Class 7 contains 23201 members 
Mstep: Class 8 contains 166091 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 31614 members 
Mstep: Class 12 contains 13719 members 
Mstep: Class 13 contains 25156 members 
Mstep: Class 14 contains 165286 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 18175 members 
Mstep: Class 18 contains 100718 members 
Mstep: Class 19 contains 862820 members 
Mstep: Class 20 contains 16108 members 
Mstep: Class 21 contains 14930 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 28757 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 22313 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142748976.000000 Penalty: 100099.648438
Iteration 76Q: 29 clusters Score -1.42749e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 19841 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 196766 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 7 contains 23199 members 
Mstep: Class 8 contains 165997 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 31599 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 25173 members 
Mstep: Class 14 contains 165877 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5032 members 
Mstep: Class 17 contains 18231 members 
Mstep: Class 18 contains 100777 members 
Mstep: Class 19 contains 862322 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 15068 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 28931 members 
Mstep: Class 25 contains 8799 members 
Mstep: Class 26 contains 22289 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142749440.000000 Penalty: 100099.648438
Iteration 77Q: 29 clusters Score -1.427494e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 19932 members 
Mstep: Class 3 contains 2408 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 196195 members 
Mstep: Class 6 contains 18234 members 
Mstep: Class 7 contains 23193 members 
Mstep: Class 8 contains 165864 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 13777 members 
Mstep: Class 13 contains 25160 members 
Mstep: Class 14 contains 166468 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5038 members 
Mstep: Class 17 contains 18305 members 
Mstep: Class 18 contains 100818 members 
Mstep: Class 19 contains 861867 members 
Mstep: Class 20 contains 16173 members 
Mstep: Class 21 contains 15208 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29083 members 
Mstep: Class 25 contains 8797 members 
Mstep: Class 26 contains 22267 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142749584.000000 Penalty: 100099.648438
Iteration 78Q: 29 clusters Score -1.427496e+08 nChanged 2581
Entering ConstructFrom: 
Score: -142749584.000000 Penalty: 100099.648438
Entering ConstructFrom: 
Trying to split cluster 1 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -863344.062500 Penalty: 2312.336182
	Iteration 0F: 2 clusters Score -863344.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -854930.312500 Penalty: 4624.672363
	Iteration 0F: 3 clusters Score -854930.3 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -857464.937500 Penalty: 4624.672363
	Iteration 1F: 3 clusters Score -857464.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -857922.625000 Penalty: 4624.672363
	Iteration 2F: 3 clusters Score -857922.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -858301.125000 Penalty: 4624.672363
	Iteration 3F: 3 clusters Score -858301.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -858636.687500 Penalty: 4624.672363
	Iteration 4F: 3 clusters Score -858636.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -859001.250000 Penalty: 4624.672363
	Iteration 5F: 3 clusters Score -859001.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -859407.562500 Penalty: 4624.672363
	Iteration 6F: 3 clusters Score -859407.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -859854.500000 Penalty: 4624.672363
	Iteration 7F: 3 clusters Score -859854.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -860325.375000 Penalty: 4624.672363
	Iteration 8F: 3 clusters Score -860325.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -860804.125000 Penalty: 4624.672363
	Iteration 9Q: 3 clusters Score -860804.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -861241.375000 Penalty: 4624.672363
	Iteration 10Q: 3 clusters Score -861241.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -861561.125000 Penalty: 4624.672363
	Iteration 11Q: 3 clusters Score -861561.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -861726.437500 Penalty: 4624.672363
	Iteration 12Q: 3 clusters Score -861726.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -861833.750000 Penalty: 4624.672363
	Iteration 13Q: 3 clusters Score -861833.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -861901.000000 Penalty: 4624.672363
	Iteration 14Q: 3 clusters Score -861901 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -861945.062500 Penalty: 4624.672363
	Iteration 15Q: 3 clusters Score -861945.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -861971.062500 Penalty: 4624.672363
	Iteration 16Q: 3 clusters Score -861971.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -861990.125000 Penalty: 4624.672363
	Iteration 17Q: 3 clusters Score -861990.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -862012.250000 Penalty: 4624.672363
	Iteration 18Q: 3 clusters Score -862012.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -862029.250000 Penalty: 4624.672363
	Iteration 19Q: 3 clusters Score -862029.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -862041.000000 Penalty: 4624.672363
	Iteration 20F: 3 clusters Score -862041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -862047.687500 Penalty: 4624.672363
	Iteration 21Q: 3 clusters Score -862047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -862057.625000 Penalty: 4624.672363
	Iteration 22Q: 3 clusters Score -862057.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -862059.312500 Penalty: 4624.672363
	Iteration 23Q: 3 clusters Score -862059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -862064.062500 Penalty: 4624.672363
	Iteration 24Q: 3 clusters Score -862064.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -862066.375000 Penalty: 4624.672363
	Iteration 25Q: 3 clusters Score -862066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -862066.562500 Penalty: 4624.672363
	Iteration 26Q: 3 clusters Score -862066.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -862066.312500 Penalty: 4624.672363
	Iteration 27Q: 3 clusters Score -862066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -862067.437500 Penalty: 4624.672363
	Iteration 28Q: 3 clusters Score -862067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -862066.875000 Penalty: 4624.672363
	Iteration 29Q: 3 clusters Score -862066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -862067.187500 Penalty: 4624.672363
	Iteration 30Q: 3 clusters Score -862067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -862067.250000 Penalty: 4624.672363
	Iteration 31Q: 3 clusters Score -862067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -862067.250000 Penalty: 4624.672363
	Iteration 32F: 3 clusters Score -862067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Entering Unmasked Estep 
Score: -1407237.375000 Penalty: 2456.300293
	Iteration 0F: 2 clusters Score -1407237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1393209.875000 Penalty: 4912.600586
	Iteration 0F: 3 clusters Score -1393210 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1397939.750000 Penalty: 4912.600586
	Iteration 1F: 3 clusters Score -1397940 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1398369.000000 Penalty: 4912.600586
	Iteration 2F: 3 clusters Score -1398369 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1398766.750000 Penalty: 4912.600586
	Iteration 3Q: 3 clusters Score -1398767 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1399157.125000 Penalty: 4912.600586
	Iteration 4Q: 3 clusters Score -1399157 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1399532.375000 Penalty: 4912.600586
	Iteration 5Q: 3 clusters Score -1399532 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1399935.875000 Penalty: 4912.600586
	Iteration 6Q: 3 clusters Score -1399936 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1400395.500000 Penalty: 4912.600586
	Iteration 7Q: 3 clusters Score -1400396 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1400927.625000 Penalty: 4912.600586
	Iteration 8Q: 3 clusters Score -1400928 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1401538.750000 Penalty: 4912.600586
	Iteration 9Q: 3 clusters Score -1401539 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1402162.125000 Penalty: 4912.600586
	Iteration 10Q: 3 clusters Score -1402162 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1402699.000000 Penalty: 4912.600586
	Iteration 11Q: 3 clusters Score -1402699 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1403125.375000 Penalty: 4912.600586
	Iteration 12Q: 3 clusters Score -1403125 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1403486.875000 Penalty: 4912.600586
	Iteration 13Q: 3 clusters Score -1403487 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1403750.125000 Penalty: 4912.600586
	Iteration 14Q: 3 clusters Score -1403750 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1403946.375000 Penalty: 4912.600586
	Iteration 15Q: 3 clusters Score -1403946 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1404109.750000 Penalty: 4912.600586
	Iteration 16Q: 3 clusters Score -1404110 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1404233.625000 Penalty: 4912.600586
	Iteration 17Q: 3 clusters Score -1404234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1404325.750000 Penalty: 4912.600586
	Iteration 18Q: 3 clusters Score -1404326 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1404411.375000 Penalty: 4912.600586
	Iteration 19Q: 3 clusters Score -1404411 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1404482.875000 Penalty: 4912.600586
	Iteration 20F: 3 clusters Score -1404483 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1404551.250000 Penalty: 4912.600586
	Iteration 21Q: 3 clusters Score -1404551 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1404621.500000 Penalty: 4912.600586
	Iteration 22Q: 3 clusters Score -1404622 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1404692.000000 Penalty: 4912.600586
	Iteration 23Q: 3 clusters Score -1404692 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1404758.250000 Penalty: 4912.600586
	Iteration 24Q: 3 clusters Score -1404758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1404813.375000 Penalty: 4912.600586
	Iteration 25Q: 3 clusters Score -1404813 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1404862.000000 Penalty: 4912.600586
	Iteration 26Q: 3 clusters Score -1404862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1404906.375000 Penalty: 4912.600586
	Iteration 27Q: 3 clusters Score -1404906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1404934.000000 Penalty: 4912.600586
	Iteration 28Q: 3 clusters Score -1404934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1404977.625000 Penalty: 4912.600586
	Iteration 29Q: 3 clusters Score -1404978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1405017.375000 Penalty: 4912.600586
	Iteration 30Q: 3 clusters Score -1405017 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1405050.250000 Penalty: 4912.600586
	Iteration 31Q: 3 clusters Score -1405050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1405086.125000 Penalty: 4912.600586
	Iteration 32Q: 3 clusters Score -1405086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1405121.375000 Penalty: 4912.600586
	Iteration 33Q: 3 clusters Score -1405121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1405149.000000 Penalty: 4912.600586
	Iteration 34Q: 3 clusters Score -1405149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1405173.375000 Penalty: 4912.600586
	Iteration 35Q: 3 clusters Score -1405173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1405193.125000 Penalty: 4912.600586
	Iteration 36Q: 3 clusters Score -1405193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -1405206.625000 Penalty: 4912.600586
	Iteration 37Q: 3 clusters Score -1405207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1405221.125000 Penalty: 4912.600586
	Iteration 38Q: 3 clusters Score -1405221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1405231.625000 Penalty: 4912.600586
	Iteration 39Q: 3 clusters Score -1405232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1405234.500000 Penalty: 4912.600586
	Iteration 40F: 3 clusters Score -1405234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1405238.125000 Penalty: 4912.600586
	Iteration 41Q: 3 clusters Score -1405238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1405245.000000 Penalty: 4912.600586
	Iteration 42Q: 3 clusters Score -1405245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1405251.750000 Penalty: 4912.600586
	Iteration 43Q: 3 clusters Score -1405252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1405253.625000 Penalty: 4912.600586
	Iteration 44Q: 3 clusters Score -1405254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1405256.000000 Penalty: 4912.600586
	Iteration 45Q: 3 clusters Score -1405256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1405259.250000 Penalty: 4912.600586
	Iteration 46Q: 3 clusters Score -1405259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1405266.750000 Penalty: 4912.600586
	Iteration 47Q: 3 clusters Score -1405267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -1405268.500000 Penalty: 4912.600586
	Iteration 48Q: 3 clusters Score -1405268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1405271.875000 Penalty: 4912.600586
	Iteration 49Q: 3 clusters Score -1405272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1405272.250000 Penalty: 4912.600586
	Iteration 50Q: 3 clusters Score -1405272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1405273.750000 Penalty: 4912.600586
	Iteration 51Q: 3 clusters Score -1405274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1405273.750000 Penalty: 4912.600586
	Iteration 52F: 3 clusters Score -1405274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -180901.046875 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -180901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -178022.984375 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -178023 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -178593.421875 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -178593.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -178794.453125 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -178794.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -178991.046875 Penalty: 3866.027832
	Iteration 3F: 3 clusters Score -178991 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -179197.250000 Penalty: 3866.027832
	Iteration 4F: 3 clusters Score -179197.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -179351.406250 Penalty: 3866.027832
	Iteration 5F: 3 clusters Score -179351.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -179472.390625 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -179472.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -179566.218750 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -179566.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -179656.093750 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -179656.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -179720.578125 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -179720.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -179768.859375 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -179768.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -179802.281250 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -179802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -179813.593750 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -179813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -179818.296875 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -179818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -179819.187500 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -179819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -179820.062500 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -179820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -179820.500000 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -179820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -179820.500000 Penalty: 3866.027832
	Iteration 17F: 3 clusters Score -179820.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Entering Unmasked Estep 
Score: -1079272.875000 Penalty: 2369.585693
	Iteration 0F: 2 clusters Score -1079273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1068998.250000 Penalty: 4739.171387
	Iteration 0F: 3 clusters Score -1068998 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1072386.875000 Penalty: 4739.171387
	Iteration 1F: 3 clusters Score -1072387 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1072872.250000 Penalty: 4739.171387
	Iteration 2F: 3 clusters Score -1072872 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1073297.500000 Penalty: 4739.171387
	Iteration 3F: 3 clusters Score -1073298 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1073696.000000 Penalty: 4739.171387
	Iteration 4F: 3 clusters Score -1073696 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1074105.000000 Penalty: 4739.171387
	Iteration 5F: 3 clusters Score -1074105 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1074570.250000 Penalty: 4739.171387
	Iteration 6F: 3 clusters Score -1074570 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1075114.375000 Penalty: 4739.171387
	Iteration 7F: 3 clusters Score -1075114 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1075748.500000 Penalty: 4739.171387
	Iteration 8F: 3 clusters Score -1075748 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1076481.000000 Penalty: 4739.171387
	Iteration 9F: 3 clusters Score -1076481 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1077236.750000 Penalty: 4739.171387
	Iteration 10F: 3 clusters Score -1077237 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1077939.625000 Penalty: 4739.171387
	Iteration 11Q: 3 clusters Score -1077940 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1078425.500000 Penalty: 4739.171387
	Iteration 12Q: 3 clusters Score -1078426 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1078736.750000 Penalty: 4739.171387
	Iteration 13Q: 3 clusters Score -1078737 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1078892.250000 Penalty: 4739.171387
	Iteration 14Q: 3 clusters Score -1078892 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1078972.125000 Penalty: 4739.171387
	Iteration 15Q: 3 clusters Score -1078972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1079009.125000 Penalty: 4739.171387
	Iteration 16Q: 3 clusters Score -1079009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1079035.000000 Penalty: 4739.171387
	Iteration 17Q: 3 clusters Score -1079035 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1079056.625000 Penalty: 4739.171387
	Iteration 18Q: 3 clusters Score -1079057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1079066.375000 Penalty: 4739.171387
	Iteration 19Q: 3 clusters Score -1079066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1079070.750000 Penalty: 4739.171387
	Iteration 20F: 3 clusters Score -1079071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1079076.625000 Penalty: 4739.171387
	Iteration 21Q: 3 clusters Score -1079077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1079076.625000 Penalty: 4739.171387
	Iteration 22Q: 3 clusters Score -1079077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1079082.500000 Penalty: 4739.171387
	Iteration 23Q: 3 clusters Score -1079082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1079081.750000 Penalty: 4739.171387
	Iteration 24Q: 3 clusters Score -1079082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1079081.250000 Penalty: 4739.171387
	Iteration 25Q: 3 clusters Score -1079081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1079082.625000 Penalty: 4739.171387
	Iteration 26Q: 3 clusters Score -1079083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1079082.625000 Penalty: 4739.171387
	Iteration 27F: 3 clusters Score -1079083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (195670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195670 members 
Entering Unmasked Estep 
Score: -15801006.000000 Penalty: 3021.677979
	Iteration 0F: 2 clusters Score -1.580101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 97245 members 
Entering Unmasked Estep 
Score: -15669950.000000 Penalty: 6043.355957
	Iteration 0F: 3 clusters Score -1.566995e+07 nChanged 94091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -15727193.000000 Penalty: 6043.355957
	Iteration 1F: 3 clusters Score -1.572719e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -15731381.000000 Penalty: 6043.355957
	Iteration 2Q: 3 clusters Score -1.573138e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125160 members 
Mstep: Class 2 contains 70510 members 
Entering Unmasked Estep 
Score: -15739241.000000 Penalty: 6043.355957
	Iteration 3F: 3 clusters Score -1.573924e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -15751689.000000 Penalty: 6043.355957
	Iteration 4F: 3 clusters Score -1.575169e+07 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -15768144.000000 Penalty: 6043.355957
	Iteration 5F: 3 clusters Score -1.576814e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -15784110.000000 Penalty: 6043.355957
	Iteration 6F: 3 clusters Score -1.578411e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -15794894.000000 Penalty: 6043.355957
	Iteration 7Q: 3 clusters Score -1.579489e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -15800453.000000 Penalty: 6043.355957
	Iteration 8Q: 3 clusters Score -1.580045e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -15803532.000000 Penalty: 6043.355957
	Iteration 9Q: 3 clusters Score -1.580353e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -15805122.000000 Penalty: 6043.355957
	Iteration 10Q: 3 clusters Score -1.580512e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -15805838.000000 Penalty: 6043.355957
	Iteration 11Q: 3 clusters Score -1.580584e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174362 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -15806254.000000 Penalty: 6043.355957
	Iteration 12Q: 3 clusters Score -1.580625e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174080 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -15806477.000000 Penalty: 6043.355957
	Iteration 13Q: 3 clusters Score -1.580648e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173770 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -15806533.000000 Penalty: 6043.355957
	Iteration 14Q: 3 clusters Score -1.580653e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173369 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -15806628.000000 Penalty: 6043.355957
	Iteration 15Q: 3 clusters Score -1.580663e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -15806714.000000 Penalty: 6043.355957
	Iteration 16Q: 3 clusters Score -1.580671e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172562 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -15806771.000000 Penalty: 6043.355957
	Iteration 17Q: 3 clusters Score -1.580677e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172190 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -15806790.000000 Penalty: 6043.355957
	Iteration 18Q: 3 clusters Score -1.580679e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -15806816.000000 Penalty: 6043.355957
	Iteration 19Q: 3 clusters Score -1.580682e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171488 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -15806828.000000 Penalty: 6043.355957
	Iteration 20F: 3 clusters Score -1.580683e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171149 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -15806825.000000 Penalty: 6043.355957
	Iteration 21Q: 3 clusters Score -1.580682e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -15806826.000000 Penalty: 6043.355957
	Iteration 22Q: 3 clusters Score -1.580683e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -15806834.000000 Penalty: 6043.355957
	Iteration 23Q: 3 clusters Score -1.580683e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -15806861.000000 Penalty: 6043.355957
	Iteration 24Q: 3 clusters Score -1.580686e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169957 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -15806871.000000 Penalty: 6043.355957
	Iteration 25Q: 3 clusters Score -1.580687e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -15806884.000000 Penalty: 6043.355957
	Iteration 26Q: 3 clusters Score -1.580688e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -15806868.000000 Penalty: 6043.355957
	Iteration 27Q: 3 clusters Score -1.580687e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -15806896.000000 Penalty: 6043.355957
	Iteration 28Q: 3 clusters Score -1.58069e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -15806928.000000 Penalty: 6043.355957
	Iteration 29Q: 3 clusters Score -1.580693e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -15806967.000000 Penalty: 6043.355957
	Iteration 30Q: 3 clusters Score -1.580697e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -15806980.000000 Penalty: 6043.355957
	Iteration 31Q: 3 clusters Score -1.580698e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168667 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -15806957.000000 Penalty: 6043.355957
	Iteration 32Q: 3 clusters Score -1.580696e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -15806982.000000 Penalty: 6043.355957
	Iteration 33Q: 3 clusters Score -1.580698e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168428 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -15806977.000000 Penalty: 6043.355957
	Iteration 34Q: 3 clusters Score -1.580698e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168313 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -15806988.000000 Penalty: 6043.355957
	Iteration 35Q: 3 clusters Score -1.580699e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -15806995.000000 Penalty: 6043.355957
	Iteration 36Q: 3 clusters Score -1.5807e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -15807016.000000 Penalty: 6043.355957
	Iteration 37Q: 3 clusters Score -1.580702e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -15807026.000000 Penalty: 6043.355957
	Iteration 38Q: 3 clusters Score -1.580703e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -15807026.000000 Penalty: 6043.355957
	Iteration 39Q: 3 clusters Score -1.580703e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -15807007.000000 Penalty: 6043.355957
	Iteration 40F: 3 clusters Score -1.580701e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167830 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -15807000.000000 Penalty: 6043.355957
	Iteration 41Q: 3 clusters Score -1.5807e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167769 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -15807001.000000 Penalty: 6043.355957
	Iteration 42Q: 3 clusters Score -1.5807e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167722 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -15806977.000000 Penalty: 6043.355957
	Iteration 43Q: 3 clusters Score -1.580698e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -15806982.000000 Penalty: 6043.355957
	Iteration 44Q: 3 clusters Score -1.580698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -15806972.000000 Penalty: 6043.355957
	Iteration 45Q: 3 clusters Score -1.580697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167614 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -15806954.000000 Penalty: 6043.355957
	Iteration 46Q: 3 clusters Score -1.580695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -15806992.000000 Penalty: 6043.355957
	Iteration 47Q: 3 clusters Score -1.580699e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167535 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -15807010.000000 Penalty: 6043.355957
	Iteration 48Q: 3 clusters Score -1.580701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -15807014.000000 Penalty: 6043.355957
	Iteration 49Q: 3 clusters Score -1.580701e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -15807007.000000 Penalty: 6043.355957
	Iteration 50Q: 3 clusters Score -1.580701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -15807008.000000 Penalty: 6043.355957
	Iteration 51Q: 3 clusters Score -1.580701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -15807007.000000 Penalty: 6043.355957
	Iteration 52Q: 3 clusters Score -1.580701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -15807008.000000 Penalty: 6043.355957
	Iteration 53Q: 3 clusters Score -1.580701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -15807024.000000 Penalty: 6043.355957
	Iteration 54Q: 3 clusters Score -1.580702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -15807031.000000 Penalty: 6043.355957
	Iteration 55Q: 3 clusters Score -1.580703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -15807018.000000 Penalty: 6043.355957
	Iteration 56Q: 3 clusters Score -1.580702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -15806994.000000 Penalty: 6043.355957
	Iteration 57Q: 3 clusters Score -1.580699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -15807004.000000 Penalty: 6043.355957
	Iteration 58Q: 3 clusters Score -1.5807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -15807020.000000 Penalty: 6043.355957
	Iteration 59Q: 3 clusters Score -1.580702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -15807032.000000 Penalty: 6043.355957
	Iteration 60F: 3 clusters Score -1.580703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167247 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -15807027.000000 Penalty: 6043.355957
	Iteration 61Q: 3 clusters Score -1.580703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -15807034.000000 Penalty: 6043.355957
	Iteration 62Q: 3 clusters Score -1.580703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -15807022.000000 Penalty: 6043.355957
	Iteration 63Q: 3 clusters Score -1.580702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -15807022.000000 Penalty: 6043.355957
	Iteration 64Q: 3 clusters Score -1.580702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167202 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -15807013.000000 Penalty: 6043.355957
	Iteration 65Q: 3 clusters Score -1.580701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167198 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -15807003.000000 Penalty: 6043.355957
	Iteration 66Q: 3 clusters Score -1.5807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -15807001.000000 Penalty: 6043.355957
	Iteration 67Q: 3 clusters Score -1.5807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -15807004.000000 Penalty: 6043.355957
	Iteration 68Q: 3 clusters Score -1.5807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -15806998.000000 Penalty: 6043.355957
	Iteration 69Q: 3 clusters Score -1.5807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -15806998.000000 Penalty: 6043.355957
	Iteration 70F: 3 clusters Score -1.5807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 20019 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 167188 members 
Mstep: Class 6 contains 18268 members 
Mstep: Class 7 contains 23186 members 
Mstep: Class 8 contains 165773 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 31584 members 
Mstep: Class 12 contains 13801 members 
Mstep: Class 13 contains 25158 members 
Mstep: Class 14 contains 166990 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 18377 members 
Mstep: Class 18 contains 100878 members 
Mstep: Class 19 contains 861418 members 
Mstep: Class 20 contains 16186 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29238 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 22250 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37314 members 
Mstep: Class 29 contains 28482 members 
Entering Unmasked Estep 
Score: -142754768.000000 Penalty: 103674.632812
Splitting cluster 5 changes total score from -142749584.000000 to -142754768.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -1429685.125000 Penalty: 2433.600830
	Iteration 0F: 2 clusters Score -1429685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1416785.375000 Penalty: 4867.201660
	Iteration 0F: 3 clusters Score -1416785 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1420981.125000 Penalty: 4867.201660
	Iteration 1F: 3 clusters Score -1420981 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1421473.625000 Penalty: 4867.201660
	Iteration 2F: 3 clusters Score -1421474 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1421991.125000 Penalty: 4867.201660
	Iteration 3F: 3 clusters Score -1421991 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1422590.000000 Penalty: 4867.201660
	Iteration 4F: 3 clusters Score -1422590 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1423308.250000 Penalty: 4867.201660
	Iteration 5F: 3 clusters Score -1423308 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1424234.625000 Penalty: 4867.201660
	Iteration 6F: 3 clusters Score -1424235 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1425227.500000 Penalty: 4867.201660
	Iteration 7F: 3 clusters Score -1425228 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1426186.875000 Penalty: 4867.201660
	Iteration 8F: 3 clusters Score -1426187 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1426988.500000 Penalty: 4867.201660
	Iteration 9Q: 3 clusters Score -1426988 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1427447.500000 Penalty: 4867.201660
	Iteration 10Q: 3 clusters Score -1427448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1427676.000000 Penalty: 4867.201660
	Iteration 11Q: 3 clusters Score -1427676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1427812.750000 Penalty: 4867.201660
	Iteration 12Q: 3 clusters Score -1427813 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1427894.250000 Penalty: 4867.201660
	Iteration 13Q: 3 clusters Score -1427894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1427928.500000 Penalty: 4867.201660
	Iteration 14Q: 3 clusters Score -1427928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1427951.500000 Penalty: 4867.201660
	Iteration 15Q: 3 clusters Score -1427952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1427961.750000 Penalty: 4867.201660
	Iteration 16Q: 3 clusters Score -1427962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1427974.000000 Penalty: 4867.201660
	Iteration 17Q: 3 clusters Score -1427974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1427984.125000 Penalty: 4867.201660
	Iteration 18Q: 3 clusters Score -1427984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1427993.125000 Penalty: 4867.201660
	Iteration 19Q: 3 clusters Score -1427993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1428000.625000 Penalty: 4867.201660
	Iteration 20F: 3 clusters Score -1428001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1428009.250000 Penalty: 4867.201660
	Iteration 21Q: 3 clusters Score -1428009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1428018.875000 Penalty: 4867.201660
	Iteration 22Q: 3 clusters Score -1428019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1428020.625000 Penalty: 4867.201660
	Iteration 23Q: 3 clusters Score -1428021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1428024.375000 Penalty: 4867.201660
	Iteration 24Q: 3 clusters Score -1428024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1428029.750000 Penalty: 4867.201660
	Iteration 25Q: 3 clusters Score -1428030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1428029.875000 Penalty: 4867.201660
	Iteration 26Q: 3 clusters Score -1428030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1428031.250000 Penalty: 4867.201660
	Iteration 27Q: 3 clusters Score -1428031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1428034.500000 Penalty: 4867.201660
	Iteration 28Q: 3 clusters Score -1428034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1428036.250000 Penalty: 4867.201660
	Iteration 29Q: 3 clusters Score -1428036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1428039.750000 Penalty: 4867.201660
	Iteration 30Q: 3 clusters Score -1428040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1428041.625000 Penalty: 4867.201660
	Iteration 31Q: 3 clusters Score -1428042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1428044.000000 Penalty: 4867.201660
	Iteration 32Q: 3 clusters Score -1428044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1428046.500000 Penalty: 4867.201660
	Iteration 33Q: 3 clusters Score -1428046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1428046.125000 Penalty: 4867.201660
	Iteration 34Q: 3 clusters Score -1428046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1428051.625000 Penalty: 4867.201660
	Iteration 35Q: 3 clusters Score -1428052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1428049.750000 Penalty: 4867.201660
	Iteration 36Q: 3 clusters Score -1428050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1428051.875000 Penalty: 4867.201660
	Iteration 37Q: 3 clusters Score -1428052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1428053.375000 Penalty: 4867.201660
	Iteration 38Q: 3 clusters Score -1428053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1428054.625000 Penalty: 4867.201660
	Iteration 39Q: 3 clusters Score -1428055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1428054.125000 Penalty: 4867.201660
	Iteration 40F: 3 clusters Score -1428054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1428056.750000 Penalty: 4867.201660
	Iteration 41Q: 3 clusters Score -1428057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1428060.375000 Penalty: 4867.201660
	Iteration 42Q: 3 clusters Score -1428060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1428059.250000 Penalty: 4867.201660
	Iteration 43Q: 3 clusters Score -1428059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1428060.125000 Penalty: 4867.201660
	Iteration 44Q: 3 clusters Score -1428060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1428059.500000 Penalty: 4867.201660
	Iteration 45Q: 3 clusters Score -1428060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1428062.250000 Penalty: 4867.201660
	Iteration 46Q: 3 clusters Score -1428062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1428062.250000 Penalty: 4867.201660
	Iteration 47F: 3 clusters Score -1428062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Entering Unmasked Estep 
Score: -1834517.375000 Penalty: 2492.723389
	Iteration 0F: 2 clusters Score -1834517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1818498.500000 Penalty: 4985.446777
	Iteration 0F: 3 clusters Score -1818498 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1824018.625000 Penalty: 4985.446777
	Iteration 1F: 3 clusters Score -1824019 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1824619.625000 Penalty: 4985.446777
	Iteration 2F: 3 clusters Score -1824620 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1825180.750000 Penalty: 4985.446777
	Iteration 3F: 3 clusters Score -1825181 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1825785.250000 Penalty: 4985.446777
	Iteration 4F: 3 clusters Score -1825785 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1826484.875000 Penalty: 4985.446777
	Iteration 5F: 3 clusters Score -1826485 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1827212.125000 Penalty: 4985.446777
	Iteration 6F: 3 clusters Score -1827212 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1827913.500000 Penalty: 4985.446777
	Iteration 7F: 3 clusters Score -1827914 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1828509.375000 Penalty: 4985.446777
	Iteration 8F: 3 clusters Score -1828509 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1829025.250000 Penalty: 4985.446777
	Iteration 9Q: 3 clusters Score -1829025 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1829592.750000 Penalty: 4985.446777
	Iteration 10Q: 3 clusters Score -1829593 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1830207.000000 Penalty: 4985.446777
	Iteration 11Q: 3 clusters Score -1830207 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1830742.000000 Penalty: 4985.446777
	Iteration 12Q: 3 clusters Score -1830742 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1831181.625000 Penalty: 4985.446777
	Iteration 13Q: 3 clusters Score -1831182 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1831516.500000 Penalty: 4985.446777
	Iteration 14Q: 3 clusters Score -1831516 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1831811.625000 Penalty: 4985.446777
	Iteration 15Q: 3 clusters Score -1831812 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1832113.500000 Penalty: 4985.446777
	Iteration 16Q: 3 clusters Score -1832114 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1832437.000000 Penalty: 4985.446777
	Iteration 17Q: 3 clusters Score -1832437 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1832826.375000 Penalty: 4985.446777
	Iteration 18Q: 3 clusters Score -1832826 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1833232.875000 Penalty: 4985.446777
	Iteration 19Q: 3 clusters Score -1833233 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1833630.625000 Penalty: 4985.446777
	Iteration 20F: 3 clusters Score -1833631 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1834022.750000 Penalty: 4985.446777
	Iteration 21Q: 3 clusters Score -1834023 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1834331.125000 Penalty: 4985.446777
	Iteration 22Q: 3 clusters Score -1834331 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1834512.625000 Penalty: 4985.446777
	Iteration 23Q: 3 clusters Score -1834513 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1834623.250000 Penalty: 4985.446777
	Iteration 24Q: 3 clusters Score -1834623 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1834677.500000 Penalty: 4985.446777
	Iteration 25Q: 3 clusters Score -1834678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1834699.500000 Penalty: 4985.446777
	Iteration 26Q: 3 clusters Score -1834700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1834707.875000 Penalty: 4985.446777
	Iteration 27Q: 3 clusters Score -1834708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1834714.875000 Penalty: 4985.446777
	Iteration 28Q: 3 clusters Score -1834715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1834712.750000 Penalty: 4985.446777
	Iteration 29Q: 3 clusters Score -1834713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1834718.000000 Penalty: 4985.446777
	Iteration 30Q: 3 clusters Score -1834718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1834720.000000 Penalty: 4985.446777
	Iteration 31Q: 3 clusters Score -1834720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1834723.375000 Penalty: 4985.446777
	Iteration 32Q: 3 clusters Score -1834723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1834721.375000 Penalty: 4985.446777
	Iteration 33Q: 3 clusters Score -1834721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1834724.875000 Penalty: 4985.446777
	Iteration 34Q: 3 clusters Score -1834725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1834726.000000 Penalty: 4985.446777
	Iteration 35Q: 3 clusters Score -1834726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1834724.875000 Penalty: 4985.446777
	Iteration 36Q: 3 clusters Score -1834725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1834720.500000 Penalty: 4985.446777
	Iteration 37Q: 3 clusters Score -1834720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1834721.625000 Penalty: 4985.446777
	Iteration 38Q: 3 clusters Score -1834722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1834724.750000 Penalty: 4985.446777
	Iteration 39Q: 3 clusters Score -1834725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1834724.375000 Penalty: 4985.446777
	Iteration 40F: 3 clusters Score -1834724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 20019 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 167188 members 
Mstep: Class 6 contains 18268 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 165773 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 31584 members 
Mstep: Class 12 contains 13801 members 
Mstep: Class 13 contains 25158 members 
Mstep: Class 14 contains 166990 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 18377 members 
Mstep: Class 18 contains 100878 members 
Mstep: Class 19 contains 861418 members 
Mstep: Class 20 contains 16186 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29238 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 22250 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37314 members 
Mstep: Class 29 contains 28482 members 
Mstep: Class 30 contains 15794 members 
Entering Unmasked Estep 
Score: -142754016.000000 Penalty: 107249.625000
Splitting cluster 7 changes total score from -142749584.000000 to -142754016.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (165773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165773 members 
Entering Unmasked Estep 
Score: -13501553.000000 Penalty: 2980.556885
	Iteration 0F: 2 clusters Score -1.350155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 82763 members 
Entering Unmasked Estep 
Score: -13390660.000000 Penalty: 5961.113770
	Iteration 0F: 3 clusters Score -1.339066e+07 nChanged 79397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 81188 members 
Entering Unmasked Estep 
Score: -13436152.000000 Penalty: 5961.113770
	Iteration 1F: 3 clusters Score -1.343615e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -13437058.000000 Penalty: 5961.113770
	Iteration 2Q: 3 clusters Score -1.343706e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -13438205.000000 Penalty: 5961.113770
	Iteration 3Q: 3 clusters Score -1.34382e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -13439710.000000 Penalty: 5961.113770
	Iteration 4Q: 3 clusters Score -1.343971e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -13442309.000000 Penalty: 5961.113770
	Iteration 5Q: 3 clusters Score -1.344231e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -13446377.000000 Penalty: 5961.113770
	Iteration 6F: 3 clusters Score -1.344638e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -13452748.000000 Penalty: 5961.113770
	Iteration 7F: 3 clusters Score -1.345275e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -13461612.000000 Penalty: 5961.113770
	Iteration 8F: 3 clusters Score -1.346161e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -13471877.000000 Penalty: 5961.113770
	Iteration 9F: 3 clusters Score -1.347188e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137715 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -13481369.000000 Penalty: 5961.113770
	Iteration 10F: 3 clusters Score -1.348137e+07 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -13488016.000000 Penalty: 5961.113770
	Iteration 11Q: 3 clusters Score -1.348802e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147357 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -13491740.000000 Penalty: 5961.113770
	Iteration 12Q: 3 clusters Score -1.349174e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -13493630.000000 Penalty: 5961.113770
	Iteration 13Q: 3 clusters Score -1.349363e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -13494703.000000 Penalty: 5961.113770
	Iteration 14Q: 3 clusters Score -1.34947e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -13495479.000000 Penalty: 5961.113770
	Iteration 15Q: 3 clusters Score -1.349548e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154456 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -13496053.000000 Penalty: 5961.113770
	Iteration 16Q: 3 clusters Score -1.349605e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -13496557.000000 Penalty: 5961.113770
	Iteration 17Q: 3 clusters Score -1.349656e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -13497003.000000 Penalty: 5961.113770
	Iteration 18Q: 3 clusters Score -1.3497e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157486 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -13497357.000000 Penalty: 5961.113770
	Iteration 19Q: 3 clusters Score -1.349736e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -13497634.000000 Penalty: 5961.113770
	Iteration 20F: 3 clusters Score -1.349763e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158927 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -13497787.000000 Penalty: 5961.113770
	Iteration 21Q: 3 clusters Score -1.349779e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159517 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -13497991.000000 Penalty: 5961.113770
	Iteration 22Q: 3 clusters Score -1.349799e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -13498160.000000 Penalty: 5961.113770
	Iteration 23Q: 3 clusters Score -1.349816e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160530 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -13498292.000000 Penalty: 5961.113770
	Iteration 24Q: 3 clusters Score -1.349829e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -13498387.000000 Penalty: 5961.113770
	Iteration 25Q: 3 clusters Score -1.349839e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -13498525.000000 Penalty: 5961.113770
	Iteration 26Q: 3 clusters Score -1.349852e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -13498615.000000 Penalty: 5961.113770
	Iteration 27Q: 3 clusters Score -1.349862e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161844 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -13498643.000000 Penalty: 5961.113770
	Iteration 28Q: 3 clusters Score -1.349864e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162095 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -13498732.000000 Penalty: 5961.113770
	Iteration 29Q: 3 clusters Score -1.349873e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -13498835.000000 Penalty: 5961.113770
	Iteration 30Q: 3 clusters Score -1.349884e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -13498896.000000 Penalty: 5961.113770
	Iteration 31Q: 3 clusters Score -1.34989e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -13498936.000000 Penalty: 5961.113770
	Iteration 32Q: 3 clusters Score -1.349894e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -13499004.000000 Penalty: 5961.113770
	Iteration 33Q: 3 clusters Score -1.3499e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163109 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13499058.000000 Penalty: 5961.113770
	Iteration 34Q: 3 clusters Score -1.349906e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163250 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -13499077.000000 Penalty: 5961.113770
	Iteration 35Q: 3 clusters Score -1.349908e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -13499100.000000 Penalty: 5961.113770
	Iteration 36Q: 3 clusters Score -1.34991e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13499149.000000 Penalty: 5961.113770
	Iteration 37Q: 3 clusters Score -1.349915e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13499161.000000 Penalty: 5961.113770
	Iteration 38Q: 3 clusters Score -1.349916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13499188.000000 Penalty: 5961.113770
	Iteration 39Q: 3 clusters Score -1.349919e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -13499186.000000 Penalty: 5961.113770
	Iteration 40F: 3 clusters Score -1.349919e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -13499218.000000 Penalty: 5961.113770
	Iteration 41Q: 3 clusters Score -1.349922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -13499239.000000 Penalty: 5961.113770
	Iteration 42Q: 3 clusters Score -1.349924e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -13499224.000000 Penalty: 5961.113770
	Iteration 43Q: 3 clusters Score -1.349922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163844 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -13499233.000000 Penalty: 5961.113770
	Iteration 44Q: 3 clusters Score -1.349923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13499247.000000 Penalty: 5961.113770
	Iteration 45Q: 3 clusters Score -1.349925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -13499226.000000 Penalty: 5961.113770
	Iteration 46Q: 3 clusters Score -1.349923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -13499245.000000 Penalty: 5961.113770
	Iteration 47Q: 3 clusters Score -1.349924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13499245.000000 Penalty: 5961.113770
	Iteration 48Q: 3 clusters Score -1.349924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13499246.000000 Penalty: 5961.113770
	Iteration 49Q: 3 clusters Score -1.349925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13499248.000000 Penalty: 5961.113770
	Iteration 50Q: 3 clusters Score -1.349925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163978 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -13499257.000000 Penalty: 5961.113770
	Iteration 51Q: 3 clusters Score -1.349926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163983 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13499247.000000 Penalty: 5961.113770
	Iteration 52Q: 3 clusters Score -1.349925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -13499248.000000 Penalty: 5961.113770
	Iteration 53Q: 3 clusters Score -1.349925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13499257.000000 Penalty: 5961.113770
	Iteration 54Q: 3 clusters Score -1.349926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13499251.000000 Penalty: 5961.113770
	Iteration 55Q: 3 clusters Score -1.349925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164010 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13499265.000000 Penalty: 5961.113770
	Iteration 56Q: 3 clusters Score -1.349926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13499282.000000 Penalty: 5961.113770
	Iteration 57Q: 3 clusters Score -1.349928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13499274.000000 Penalty: 5961.113770
	Iteration 58Q: 3 clusters Score -1.349927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164020 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13499274.000000 Penalty: 5961.113770
	Iteration 59Q: 3 clusters Score -1.349927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -13499271.000000 Penalty: 5961.113770
	Iteration 60F: 3 clusters Score -1.349927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13499272.000000 Penalty: 5961.113770
	Iteration 61Q: 3 clusters Score -1.349927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13499272.000000 Penalty: 5961.113770
	Iteration 62F: 3 clusters Score -1.349927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -106583.726562 Penalty: 1804.242676
	Iteration 0F: 2 clusters Score -106583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104345.531250 Penalty: 3608.485352
	Iteration 0F: 3 clusters Score -104345.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -104705.148438 Penalty: 3608.485352
	Iteration 1F: 3 clusters Score -104705.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -104814.906250 Penalty: 3608.485352
	Iteration 2F: 3 clusters Score -104814.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104877.554688 Penalty: 3608.485352
	Iteration 3Q: 3 clusters Score -104877.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -104917.968750 Penalty: 3608.485352
	Iteration 4Q: 3 clusters Score -104918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104948.328125 Penalty: 3608.485352
	Iteration 5Q: 3 clusters Score -104948.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104976.718750 Penalty: 3608.485352
	Iteration 6Q: 3 clusters Score -104976.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -104993.742188 Penalty: 3608.485352
	Iteration 7Q: 3 clusters Score -104993.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105003.039062 Penalty: 3608.485352
	Iteration 8Q: 3 clusters Score -105003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105012.523438 Penalty: 3608.485352
	Iteration 9Q: 3 clusters Score -105012.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -105021.117188 Penalty: 3608.485352
	Iteration 10Q: 3 clusters Score -105021.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105024.851562 Penalty: 3608.485352
	Iteration 11Q: 3 clusters Score -105024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105029.164062 Penalty: 3608.485352
	Iteration 12Q: 3 clusters Score -105029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105033.976562 Penalty: 3608.485352
	Iteration 13Q: 3 clusters Score -105034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105040.187500 Penalty: 3608.485352
	Iteration 14Q: 3 clusters Score -105040.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105048.945312 Penalty: 3608.485352
	Iteration 15Q: 3 clusters Score -105048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105051.093750 Penalty: 3608.485352
	Iteration 16Q: 3 clusters Score -105051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105054.289062 Penalty: 3608.485352
	Iteration 17Q: 3 clusters Score -105054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105059.460938 Penalty: 3608.485352
	Iteration 18Q: 3 clusters Score -105059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105066.320312 Penalty: 3608.485352
	Iteration 19Q: 3 clusters Score -105066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105070.562500 Penalty: 3608.485352
	Iteration 20F: 3 clusters Score -105070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105074.250000 Penalty: 3608.485352
	Iteration 21Q: 3 clusters Score -105074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105074.851562 Penalty: 3608.485352
	Iteration 22Q: 3 clusters Score -105074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105075.437500 Penalty: 3608.485352
	Iteration 23Q: 3 clusters Score -105075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105076.859375 Penalty: 3608.485352
	Iteration 24Q: 3 clusters Score -105076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105077.296875 Penalty: 3608.485352
	Iteration 25Q: 3 clusters Score -105077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105077.296875 Penalty: 3608.485352
	Iteration 26F: 3 clusters Score -105077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -264412.593750 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -264412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -260481.734375 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -260481.7 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -262113.859375 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -262113.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -262853.218750 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -262853.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -263253.843750 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -263253.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -263510.062500 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -263510.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -263634.500000 Penalty: 4144.618164
	Iteration 5Q: 3 clusters Score -263634.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -263750.718750 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -263750.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -263884.125000 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -263884.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -263974.312500 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -263974.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -264047.531250 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -264047.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -264105.375000 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -264105.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -264160.937500 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -264160.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -264206.500000 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -264206.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -264254.281250 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -264254.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -264281.593750 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -264281.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -264298.937500 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -264298.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -264311.750000 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -264311.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -264323.218750 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -264323.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -264328.812500 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -264328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -264331.968750 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -264332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -264335.000000 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -264335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -264335.843750 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -264335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -264337.218750 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -264337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -264338.968750 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -264339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -264341.843750 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -264341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -264344.125000 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -264344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -264347.375000 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -264347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -264348.937500 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -264348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -264349.937500 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -264349.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -264349.937500 Penalty: 4144.618164
	Iteration 29F: 3 clusters Score -264349.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Entering Unmasked Estep 
Score: -2518476.500000 Penalty: 2569.380615
	Iteration 0F: 2 clusters Score -2518476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2496879.000000 Penalty: 5138.761230
	Iteration 0F: 3 clusters Score -2496879 nChanged 14484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2505219.500000 Penalty: 5138.761230
	Iteration 1F: 3 clusters Score -2505220 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2506436.250000 Penalty: 5138.761230
	Iteration 2F: 3 clusters Score -2506436 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2507962.500000 Penalty: 5138.761230
	Iteration 3F: 3 clusters Score -2507962 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2509599.750000 Penalty: 5138.761230
	Iteration 4F: 3 clusters Score -2509600 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2511181.250000 Penalty: 5138.761230
	Iteration 5F: 3 clusters Score -2511181 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2512478.750000 Penalty: 5138.761230
	Iteration 6F: 3 clusters Score -2512479 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2513516.500000 Penalty: 5138.761230
	Iteration 7Q: 3 clusters Score -2513516 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2514291.750000 Penalty: 5138.761230
	Iteration 8Q: 3 clusters Score -2514292 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2514893.750000 Penalty: 5138.761230
	Iteration 9Q: 3 clusters Score -2514894 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2515323.250000 Penalty: 5138.761230
	Iteration 10Q: 3 clusters Score -2515323 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2515577.750000 Penalty: 5138.761230
	Iteration 11Q: 3 clusters Score -2515578 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2515739.500000 Penalty: 5138.761230
	Iteration 12Q: 3 clusters Score -2515740 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2515870.500000 Penalty: 5138.761230
	Iteration 13Q: 3 clusters Score -2515870 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2515961.500000 Penalty: 5138.761230
	Iteration 14Q: 3 clusters Score -2515962 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2516027.000000 Penalty: 5138.761230
	Iteration 15Q: 3 clusters Score -2516027 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2516108.500000 Penalty: 5138.761230
	Iteration 16Q: 3 clusters Score -2516108 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2516171.000000 Penalty: 5138.761230
	Iteration 17Q: 3 clusters Score -2516171 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2516220.500000 Penalty: 5138.761230
	Iteration 18Q: 3 clusters Score -2516220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2516251.000000 Penalty: 5138.761230
	Iteration 19Q: 3 clusters Score -2516251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2516278.750000 Penalty: 5138.761230
	Iteration 20F: 3 clusters Score -2516279 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2516308.000000 Penalty: 5138.761230
	Iteration 21Q: 3 clusters Score -2516308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2516334.500000 Penalty: 5138.761230
	Iteration 22Q: 3 clusters Score -2516334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2516347.000000 Penalty: 5138.761230
	Iteration 23Q: 3 clusters Score -2516347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2516365.000000 Penalty: 5138.761230
	Iteration 24Q: 3 clusters Score -2516365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2516384.250000 Penalty: 5138.761230
	Iteration 25Q: 3 clusters Score -2516384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2516388.500000 Penalty: 5138.761230
	Iteration 26Q: 3 clusters Score -2516388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2516399.750000 Penalty: 5138.761230
	Iteration 27Q: 3 clusters Score -2516400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2516407.750000 Penalty: 5138.761230
	Iteration 28Q: 3 clusters Score -2516408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2516416.500000 Penalty: 5138.761230
	Iteration 29Q: 3 clusters Score -2516416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2516429.750000 Penalty: 5138.761230
	Iteration 30Q: 3 clusters Score -2516430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2516436.750000 Penalty: 5138.761230
	Iteration 31Q: 3 clusters Score -2516437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2516442.000000 Penalty: 5138.761230
	Iteration 32Q: 3 clusters Score -2516442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2516451.750000 Penalty: 5138.761230
	Iteration 33Q: 3 clusters Score -2516452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2516458.750000 Penalty: 5138.761230
	Iteration 34Q: 3 clusters Score -2516459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2516464.000000 Penalty: 5138.761230
	Iteration 35Q: 3 clusters Score -2516464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2516467.500000 Penalty: 5138.761230
	Iteration 36Q: 3 clusters Score -2516468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2516469.000000 Penalty: 5138.761230
	Iteration 37Q: 3 clusters Score -2516469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2516484.750000 Penalty: 5138.761230
	Iteration 38Q: 3 clusters Score -2516485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2516494.500000 Penalty: 5138.761230
	Iteration 39Q: 3 clusters Score -2516494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2516504.250000 Penalty: 5138.761230
	Iteration 40F: 3 clusters Score -2516504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2516512.750000 Penalty: 5138.761230
	Iteration 41Q: 3 clusters Score -2516513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2516526.500000 Penalty: 5138.761230
	Iteration 42Q: 3 clusters Score -2516526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2516540.500000 Penalty: 5138.761230
	Iteration 43Q: 3 clusters Score -2516540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2516549.750000 Penalty: 5138.761230
	Iteration 44Q: 3 clusters Score -2516550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2516554.000000 Penalty: 5138.761230
	Iteration 45Q: 3 clusters Score -2516554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2516562.250000 Penalty: 5138.761230
	Iteration 46Q: 3 clusters Score -2516562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2516572.750000 Penalty: 5138.761230
	Iteration 47Q: 3 clusters Score -2516573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2516588.000000 Penalty: 5138.761230
	Iteration 48Q: 3 clusters Score -2516588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2516593.750000 Penalty: 5138.761230
	Iteration 49Q: 3 clusters Score -2516594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2516602.500000 Penalty: 5138.761230
	Iteration 50Q: 3 clusters Score -2516602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2516604.000000 Penalty: 5138.761230
	Iteration 51Q: 3 clusters Score -2516604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2516610.500000 Penalty: 5138.761230
	Iteration 52Q: 3 clusters Score -2516610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2516615.500000 Penalty: 5138.761230
	Iteration 53Q: 3 clusters Score -2516616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2516619.250000 Penalty: 5138.761230
	Iteration 54Q: 3 clusters Score -2516619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2516623.500000 Penalty: 5138.761230
	Iteration 55Q: 3 clusters Score -2516624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2516623.500000 Penalty: 5138.761230
	Iteration 56Q: 3 clusters Score -2516624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2516632.250000 Penalty: 5138.761230
	Iteration 57Q: 3 clusters Score -2516632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2516635.250000 Penalty: 5138.761230
	Iteration 58Q: 3 clusters Score -2516635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2516637.750000 Penalty: 5138.761230
	Iteration 59Q: 3 clusters Score -2516638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2516642.250000 Penalty: 5138.761230
	Iteration 60F: 3 clusters Score -2516642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2516647.000000 Penalty: 5138.761230
	Iteration 61Q: 3 clusters Score -2516647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2516647.250000 Penalty: 5138.761230
	Iteration 62Q: 3 clusters Score -2516647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2516645.750000 Penalty: 5138.761230
	Iteration 63Q: 3 clusters Score -2516646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2516646.500000 Penalty: 5138.761230
	Iteration 64Q: 3 clusters Score -2516646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2516650.500000 Penalty: 5138.761230
	Iteration 65Q: 3 clusters Score -2516650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2516651.250000 Penalty: 5138.761230
	Iteration 66Q: 3 clusters Score -2516651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2516649.000000 Penalty: 5138.761230
	Iteration 67Q: 3 clusters Score -2516649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2516651.000000 Penalty: 5138.761230
	Iteration 68Q: 3 clusters Score -2516651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2516648.000000 Penalty: 5138.761230
	Iteration 69Q: 3 clusters Score -2516648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2516652.250000 Penalty: 5138.761230
	Iteration 70Q: 3 clusters Score -2516652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2516651.500000 Penalty: 5138.761230
	Iteration 71Q: 3 clusters Score -2516652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2516652.000000 Penalty: 5138.761230
	Iteration 72Q: 3 clusters Score -2516652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2516648.250000 Penalty: 5138.761230
	Iteration 73Q: 3 clusters Score -2516648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2516653.500000 Penalty: 5138.761230
	Iteration 74Q: 3 clusters Score -2516654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2516656.500000 Penalty: 5138.761230
	Iteration 75Q: 3 clusters Score -2516656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2516655.750000 Penalty: 5138.761230
	Iteration 76Q: 3 clusters Score -2516656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2516655.250000 Penalty: 5138.761230
	Iteration 77Q: 3 clusters Score -2516655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2516655.750000 Penalty: 5138.761230
	Iteration 78Q: 3 clusters Score -2516656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2516660.000000 Penalty: 5138.761230
	Iteration 79Q: 3 clusters Score -2516660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2516664.250000 Penalty: 5138.761230
	Iteration 80F: 3 clusters Score -2516664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2516665.500000 Penalty: 5138.761230
	Iteration 81Q: 3 clusters Score -2516666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2516665.000000 Penalty: 5138.761230
	Iteration 82Q: 3 clusters Score -2516665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2516663.000000 Penalty: 5138.761230
	Iteration 83Q: 3 clusters Score -2516663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2516666.500000 Penalty: 5138.761230
	Iteration 84Q: 3 clusters Score -2516666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2516667.500000 Penalty: 5138.761230
	Iteration 85Q: 3 clusters Score -2516668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2516664.750000 Penalty: 5138.761230
	Iteration 86Q: 3 clusters Score -2516665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2516666.500000 Penalty: 5138.761230
	Iteration 87Q: 3 clusters Score -2516666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2516664.750000 Penalty: 5138.761230
	Iteration 88Q: 3 clusters Score -2516665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2516664.500000 Penalty: 5138.761230
	Iteration 89Q: 3 clusters Score -2516664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2516666.000000 Penalty: 5138.761230
	Iteration 90Q: 3 clusters Score -2516666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2516666.000000 Penalty: 5138.761230
	Iteration 91Q: 3 clusters Score -2516666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2516668.500000 Penalty: 5138.761230
	Iteration 92Q: 3 clusters Score -2516668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2516674.500000 Penalty: 5138.761230
	Iteration 93Q: 3 clusters Score -2516674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2516673.000000 Penalty: 5138.761230
	Iteration 94Q: 3 clusters Score -2516673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2516675.750000 Penalty: 5138.761230
	Iteration 95Q: 3 clusters Score -2516676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2516674.000000 Penalty: 5138.761230
	Iteration 96Q: 3 clusters Score -2516674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2516673.750000 Penalty: 5138.761230
	Iteration 97Q: 3 clusters Score -2516674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2516674.750000 Penalty: 5138.761230
	Iteration 98Q: 3 clusters Score -2516675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2516675.750000 Penalty: 5138.761230
	Iteration 99Q: 3 clusters Score -2516676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2516675.250000 Penalty: 5138.761230
	Iteration 100F: 3 clusters Score -2516675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2516674.750000 Penalty: 5138.761230
	Iteration 101Q: 3 clusters Score -2516675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2516673.250000 Penalty: 5138.761230
	Iteration 102Q: 3 clusters Score -2516673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2516676.000000 Penalty: 5138.761230
	Iteration 103Q: 3 clusters Score -2516676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2516676.500000 Penalty: 5138.761230
	Iteration 104Q: 3 clusters Score -2516676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2516676.000000 Penalty: 5138.761230
	Iteration 105Q: 3 clusters Score -2516676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2516676.250000 Penalty: 5138.761230
	Iteration 106Q: 3 clusters Score -2516676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2516675.000000 Penalty: 5138.761230
	Iteration 107Q: 3 clusters Score -2516675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2516678.000000 Penalty: 5138.761230
	Iteration 108Q: 3 clusters Score -2516678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2516678.500000 Penalty: 5138.761230
	Iteration 109Q: 3 clusters Score -2516678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2516677.500000 Penalty: 5138.761230
	Iteration 110Q: 3 clusters Score -2516678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2516678.000000 Penalty: 5138.761230
	Iteration 111Q: 3 clusters Score -2516678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2516678.000000 Penalty: 5138.761230
	Iteration 112F: 3 clusters Score -2516678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Entering Unmasked Estep 
Score: -1105249.375000 Penalty: 2364.059082
	Iteration 0F: 2 clusters Score -1105249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1095102.750000 Penalty: 4728.118164
	Iteration 0F: 3 clusters Score -1095103 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1098123.125000 Penalty: 4728.118164
	Iteration 1F: 3 clusters Score -1098123 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1098406.250000 Penalty: 4728.118164
	Iteration 2F: 3 clusters Score -1098406 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1098615.000000 Penalty: 4728.118164
	Iteration 3Q: 3 clusters Score -1098615 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1098799.125000 Penalty: 4728.118164
	Iteration 4Q: 3 clusters Score -1098799 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1098964.875000 Penalty: 4728.118164
	Iteration 5Q: 3 clusters Score -1098965 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1099144.000000 Penalty: 4728.118164
	Iteration 6Q: 3 clusters Score -1099144 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1099363.125000 Penalty: 4728.118164
	Iteration 7Q: 3 clusters Score -1099363 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1099613.000000 Penalty: 4728.118164
	Iteration 8Q: 3 clusters Score -1099613 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1099923.375000 Penalty: 4728.118164
	Iteration 9Q: 3 clusters Score -1099923 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1100316.375000 Penalty: 4728.118164
	Iteration 10Q: 3 clusters Score -1100316 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1100786.000000 Penalty: 4728.118164
	Iteration 11Q: 3 clusters Score -1100786 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1101284.375000 Penalty: 4728.118164
	Iteration 12Q: 3 clusters Score -1101284 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1101780.500000 Penalty: 4728.118164
	Iteration 13Q: 3 clusters Score -1101780 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1102206.125000 Penalty: 4728.118164
	Iteration 14Q: 3 clusters Score -1102206 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1102515.500000 Penalty: 4728.118164
	Iteration 15Q: 3 clusters Score -1102516 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1102722.250000 Penalty: 4728.118164
	Iteration 16Q: 3 clusters Score -1102722 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1102876.750000 Penalty: 4728.118164
	Iteration 17Q: 3 clusters Score -1102877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1102959.500000 Penalty: 4728.118164
	Iteration 18Q: 3 clusters Score -1102960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1103028.000000 Penalty: 4728.118164
	Iteration 19Q: 3 clusters Score -1103028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1103077.625000 Penalty: 4728.118164
	Iteration 20F: 3 clusters Score -1103078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1103111.625000 Penalty: 4728.118164
	Iteration 21Q: 3 clusters Score -1103112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1103133.875000 Penalty: 4728.118164
	Iteration 22Q: 3 clusters Score -1103134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1103161.625000 Penalty: 4728.118164
	Iteration 23Q: 3 clusters Score -1103162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1103184.875000 Penalty: 4728.118164
	Iteration 24Q: 3 clusters Score -1103185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1103201.625000 Penalty: 4728.118164
	Iteration 25Q: 3 clusters Score -1103202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1103212.375000 Penalty: 4728.118164
	Iteration 26Q: 3 clusters Score -1103212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1103218.875000 Penalty: 4728.118164
	Iteration 27Q: 3 clusters Score -1103219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1103225.000000 Penalty: 4728.118164
	Iteration 28Q: 3 clusters Score -1103225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1103231.625000 Penalty: 4728.118164
	Iteration 29Q: 3 clusters Score -1103232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1103237.000000 Penalty: 4728.118164
	Iteration 30Q: 3 clusters Score -1103237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1103244.625000 Penalty: 4728.118164
	Iteration 31Q: 3 clusters Score -1103245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1103249.250000 Penalty: 4728.118164
	Iteration 32Q: 3 clusters Score -1103249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1103255.250000 Penalty: 4728.118164
	Iteration 33Q: 3 clusters Score -1103255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1103256.500000 Penalty: 4728.118164
	Iteration 34Q: 3 clusters Score -1103256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1103261.875000 Penalty: 4728.118164
	Iteration 35Q: 3 clusters Score -1103262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1103263.250000 Penalty: 4728.118164
	Iteration 36Q: 3 clusters Score -1103263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1103263.250000 Penalty: 4728.118164
	Iteration 37F: 3 clusters Score -1103263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Entering Unmasked Estep 
Score: -1976649.125000 Penalty: 2512.966797
	Iteration 0F: 2 clusters Score -1976649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1959140.500000 Penalty: 5025.933594
	Iteration 0F: 3 clusters Score -1959140 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1965265.125000 Penalty: 5025.933594
	Iteration 1F: 3 clusters Score -1965265 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1965763.875000 Penalty: 5025.933594
	Iteration 2F: 3 clusters Score -1965764 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1966280.000000 Penalty: 5025.933594
	Iteration 3Q: 3 clusters Score -1966280 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1966958.375000 Penalty: 5025.933594
	Iteration 4F: 3 clusters Score -1966958 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1967859.375000 Penalty: 5025.933594
	Iteration 5F: 3 clusters Score -1967859 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1969021.375000 Penalty: 5025.933594
	Iteration 6F: 3 clusters Score -1969021 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1970294.750000 Penalty: 5025.933594
	Iteration 7F: 3 clusters Score -1970295 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1971585.875000 Penalty: 5025.933594
	Iteration 8F: 3 clusters Score -1971586 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1972674.000000 Penalty: 5025.933594
	Iteration 9F: 3 clusters Score -1972674 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1973551.875000 Penalty: 5025.933594
	Iteration 10Q: 3 clusters Score -1973552 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1974182.750000 Penalty: 5025.933594
	Iteration 11Q: 3 clusters Score -1974183 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1974676.750000 Penalty: 5025.933594
	Iteration 12Q: 3 clusters Score -1974677 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1975104.625000 Penalty: 5025.933594
	Iteration 13Q: 3 clusters Score -1975105 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1975346.625000 Penalty: 5025.933594
	Iteration 14Q: 3 clusters Score -1975347 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1975458.500000 Penalty: 5025.933594
	Iteration 15Q: 3 clusters Score -1975458 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1975512.625000 Penalty: 5025.933594
	Iteration 16Q: 3 clusters Score -1975513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1975543.375000 Penalty: 5025.933594
	Iteration 17Q: 3 clusters Score -1975543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1975565.625000 Penalty: 5025.933594
	Iteration 18Q: 3 clusters Score -1975566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1975576.125000 Penalty: 5025.933594
	Iteration 19Q: 3 clusters Score -1975576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1975578.250000 Penalty: 5025.933594
	Iteration 20F: 3 clusters Score -1975578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1975597.250000 Penalty: 5025.933594
	Iteration 21Q: 3 clusters Score -1975597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1975609.125000 Penalty: 5025.933594
	Iteration 22Q: 3 clusters Score -1975609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1975618.625000 Penalty: 5025.933594
	Iteration 23Q: 3 clusters Score -1975619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1975628.750000 Penalty: 5025.933594
	Iteration 24Q: 3 clusters Score -1975629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1975627.125000 Penalty: 5025.933594
	Iteration 25Q: 3 clusters Score -1975627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1975637.375000 Penalty: 5025.933594
	Iteration 26Q: 3 clusters Score -1975637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1975642.500000 Penalty: 5025.933594
	Iteration 27Q: 3 clusters Score -1975642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1975639.750000 Penalty: 5025.933594
	Iteration 28Q: 3 clusters Score -1975640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1975646.500000 Penalty: 5025.933594
	Iteration 29Q: 3 clusters Score -1975646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1975644.375000 Penalty: 5025.933594
	Iteration 30Q: 3 clusters Score -1975644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1975642.500000 Penalty: 5025.933594
	Iteration 31Q: 3 clusters Score -1975642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1975645.750000 Penalty: 5025.933594
	Iteration 32Q: 3 clusters Score -1975646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1975645.250000 Penalty: 5025.933594
	Iteration 33Q: 3 clusters Score -1975645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1975649.625000 Penalty: 5025.933594
	Iteration 34Q: 3 clusters Score -1975650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1975649.000000 Penalty: 5025.933594
	Iteration 35Q: 3 clusters Score -1975649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1975650.375000 Penalty: 5025.933594
	Iteration 36Q: 3 clusters Score -1975650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1975649.500000 Penalty: 5025.933594
	Iteration 37Q: 3 clusters Score -1975650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1975648.875000 Penalty: 5025.933594
	Iteration 38Q: 3 clusters Score -1975649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1975650.125000 Penalty: 5025.933594
	Iteration 39Q: 3 clusters Score -1975650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1975649.000000 Penalty: 5025.933594
	Iteration 40F: 3 clusters Score -1975649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1975649.125000 Penalty: 5025.933594
	Iteration 41Q: 3 clusters Score -1975649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1975648.625000 Penalty: 5025.933594
	Iteration 42Q: 3 clusters Score -1975649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1975648.625000 Penalty: 5025.933594
	Iteration 43Q: 3 clusters Score -1975649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1975649.750000 Penalty: 5025.933594
	Iteration 44Q: 3 clusters Score -1975650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1975653.000000 Penalty: 5025.933594
	Iteration 45Q: 3 clusters Score -1975653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1975651.250000 Penalty: 5025.933594
	Iteration 46Q: 3 clusters Score -1975651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1975655.000000 Penalty: 5025.933594
	Iteration 47Q: 3 clusters Score -1975655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1975654.375000 Penalty: 5025.933594
	Iteration 48Q: 3 clusters Score -1975654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1975653.625000 Penalty: 5025.933594
	Iteration 49Q: 3 clusters Score -1975654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1975653.250000 Penalty: 5025.933594
	Iteration 50Q: 3 clusters Score -1975653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1975654.250000 Penalty: 5025.933594
	Iteration 51Q: 3 clusters Score -1975654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1975654.125000 Penalty: 5025.933594
	Iteration 52Q: 3 clusters Score -1975654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1975654.625000 Penalty: 5025.933594
	Iteration 53Q: 3 clusters Score -1975655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1975653.375000 Penalty: 5025.933594
	Iteration 54Q: 3 clusters Score -1975653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1975653.375000 Penalty: 5025.933594
	Iteration 55F: 3 clusters Score -1975653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Entering Unmasked Estep 
Score: -13540883.000000 Penalty: 2982.370850
	Iteration 0F: 2 clusters Score -1.354088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -13429391.000000 Penalty: 5964.741699
	Iteration 0F: 3 clusters Score -1.342939e+07 nChanged 79894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -13475811.000000 Penalty: 5964.741699
	Iteration 1F: 3 clusters Score -1.347581e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -13476899.000000 Penalty: 5964.741699
	Iteration 2Q: 3 clusters Score -1.34769e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -13478310.000000 Penalty: 5964.741699
	Iteration 3Q: 3 clusters Score -1.347831e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91479 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -13480379.000000 Penalty: 5964.741699
	Iteration 4Q: 3 clusters Score -1.348038e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95833 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -13483584.000000 Penalty: 5964.741699
	Iteration 5Q: 3 clusters Score -1.348358e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -13488305.000000 Penalty: 5964.741699
	Iteration 6F: 3 clusters Score -1.34883e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -13494311.000000 Penalty: 5964.741699
	Iteration 7F: 3 clusters Score -1.349431e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -13501380.000000 Penalty: 5964.741699
	Iteration 8F: 3 clusters Score -1.350138e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127367 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -13508386.000000 Penalty: 5964.741699
	Iteration 9F: 3 clusters Score -1.350839e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135585 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -13515194.000000 Penalty: 5964.741699
	Iteration 10F: 3 clusters Score -1.351519e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -13521372.000000 Penalty: 5964.741699
	Iteration 11Q: 3 clusters Score -1.352137e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -13526480.000000 Penalty: 5964.741699
	Iteration 12Q: 3 clusters Score -1.352648e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -13529992.000000 Penalty: 5964.741699
	Iteration 13Q: 3 clusters Score -1.352999e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156201 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -13532642.000000 Penalty: 5964.741699
	Iteration 14Q: 3 clusters Score -1.353264e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158797 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -13534566.000000 Penalty: 5964.741699
	Iteration 15Q: 3 clusters Score -1.353457e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -13535961.000000 Penalty: 5964.741699
	Iteration 16Q: 3 clusters Score -1.353596e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -13536966.000000 Penalty: 5964.741699
	Iteration 17Q: 3 clusters Score -1.353697e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -13537535.000000 Penalty: 5964.741699
	Iteration 18Q: 3 clusters Score -1.353754e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -13537920.000000 Penalty: 5964.741699
	Iteration 19Q: 3 clusters Score -1.353792e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -13538191.000000 Penalty: 5964.741699
	Iteration 20F: 3 clusters Score -1.353819e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13538361.000000 Penalty: 5964.741699
	Iteration 21Q: 3 clusters Score -1.353836e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164714 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -13538476.000000 Penalty: 5964.741699
	Iteration 22Q: 3 clusters Score -1.353848e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13538547.000000 Penalty: 5964.741699
	Iteration 23Q: 3 clusters Score -1.353855e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165042 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -13538604.000000 Penalty: 5964.741699
	Iteration 24Q: 3 clusters Score -1.35386e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165148 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -13538662.000000 Penalty: 5964.741699
	Iteration 25Q: 3 clusters Score -1.353866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13538682.000000 Penalty: 5964.741699
	Iteration 26Q: 3 clusters Score -1.353868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -13538726.000000 Penalty: 5964.741699
	Iteration 27Q: 3 clusters Score -1.353873e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165340 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -13538726.000000 Penalty: 5964.741699
	Iteration 28Q: 3 clusters Score -1.353873e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165387 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13538751.000000 Penalty: 5964.741699
	Iteration 29Q: 3 clusters Score -1.353875e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165418 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13538751.000000 Penalty: 5964.741699
	Iteration 30Q: 3 clusters Score -1.353875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165438 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -13538775.000000 Penalty: 5964.741699
	Iteration 31Q: 3 clusters Score -1.353878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13538787.000000 Penalty: 5964.741699
	Iteration 32Q: 3 clusters Score -1.353879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13538787.000000 Penalty: 5964.741699
	Iteration 33Q: 3 clusters Score -1.353879e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13538774.000000 Penalty: 5964.741699
	Iteration 34Q: 3 clusters Score -1.353877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13538792.000000 Penalty: 5964.741699
	Iteration 35Q: 3 clusters Score -1.353879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13538793.000000 Penalty: 5964.741699
	Iteration 36Q: 3 clusters Score -1.353879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13538792.000000 Penalty: 5964.741699
	Iteration 37Q: 3 clusters Score -1.353879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13538800.000000 Penalty: 5964.741699
	Iteration 38Q: 3 clusters Score -1.35388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165511 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13538799.000000 Penalty: 5964.741699
	Iteration 39Q: 3 clusters Score -1.35388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -13538789.000000 Penalty: 5964.741699
	Iteration 40F: 3 clusters Score -1.353879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13538785.000000 Penalty: 5964.741699
	Iteration 41Q: 3 clusters Score -1.353878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13538787.000000 Penalty: 5964.741699
	Iteration 42Q: 3 clusters Score -1.353879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13538793.000000 Penalty: 5964.741699
	Iteration 43Q: 3 clusters Score -1.353879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13538797.000000 Penalty: 5964.741699
	Iteration 44Q: 3 clusters Score -1.35388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13538801.000000 Penalty: 5964.741699
	Iteration 45Q: 3 clusters Score -1.35388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13538810.000000 Penalty: 5964.741699
	Iteration 46Q: 3 clusters Score -1.353881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165552 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13538811.000000 Penalty: 5964.741699
	Iteration 47Q: 3 clusters Score -1.353881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165557 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13538807.000000 Penalty: 5964.741699
	Iteration 48Q: 3 clusters Score -1.353881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165558 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -13538809.000000 Penalty: 5964.741699
	Iteration 49Q: 3 clusters Score -1.353881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13538806.000000 Penalty: 5964.741699
	Iteration 50Q: 3 clusters Score -1.353881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13538806.000000 Penalty: 5964.741699
	Iteration 51F: 3 clusters Score -1.353881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -86839.218750 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -86839.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84754.921875 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -84754.92 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85048.703125 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -85048.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -85135.585938 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -85135.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -85191.453125 Penalty: 3508.761963
	Iteration 3Q: 3 clusters Score -85191.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -85243.085938 Penalty: 3508.761963
	Iteration 4Q: 3 clusters Score -85243.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85278.937500 Penalty: 3508.761963
	Iteration 5Q: 3 clusters Score -85278.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85319.703125 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -85319.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85374.593750 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -85374.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -85431.820312 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -85431.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -85495.398438 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -85495.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -85533.070312 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -85533.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85573.031250 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -85573.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85595.914062 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -85595.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -85618.664062 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -85618.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -85632.242188 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -85632.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85644.226562 Penalty: 3508.761963
	Iteration 15Q: 3 clusters Score -85644.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -85650.695312 Penalty: 3508.761963
	Iteration 16Q: 3 clusters Score -85650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -85652.789062 Penalty: 3508.761963
	Iteration 17Q: 3 clusters Score -85652.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -85655.328125 Penalty: 3508.761963
	Iteration 18Q: 3 clusters Score -85655.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85658.703125 Penalty: 3508.761963
	Iteration 19Q: 3 clusters Score -85658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -85662.476562 Penalty: 3508.761963
	Iteration 20F: 3 clusters Score -85662.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -85665.234375 Penalty: 3508.761963
	Iteration 21Q: 3 clusters Score -85665.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -85666.867188 Penalty: 3508.761963
	Iteration 22Q: 3 clusters Score -85666.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85667.781250 Penalty: 3508.761963
	Iteration 23Q: 3 clusters Score -85667.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85667.781250 Penalty: 3508.761963
	Iteration 24F: 3 clusters Score -85667.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -377901.343750 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -377901.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -373386.687500 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -373386.7 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -374527.968750 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -374528 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -374785.781250 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -374785.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -374973.281250 Penalty: 4228.676758
	Iteration 3F: 3 clusters Score -374973.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -375149.593750 Penalty: 4228.676758
	Iteration 4Q: 3 clusters Score -375149.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -375335.062500 Penalty: 4228.676758
	Iteration 5Q: 3 clusters Score -375335.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -375534.093750 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -375534.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -375742.000000 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -375742 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -375953.968750 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -375954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -376123.000000 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -376123 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -376240.093750 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -376240.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -376305.281250 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -376305.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -376345.531250 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -376345.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -376369.687500 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -376369.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -376391.562500 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -376391.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -376406.718750 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -376406.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -376424.593750 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -376424.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -376438.937500 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -376438.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -376451.437500 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -376451.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -376461.031250 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -376461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -376470.281250 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -376470.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -376478.468750 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -376478.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -376481.343750 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -376481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -376483.687500 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -376483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -376485.593750 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -376485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -376486.593750 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -376486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -376487.187500 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -376487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -376488.000000 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -376488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -376489.718750 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -376489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -376489.656250 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -376489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -376491.406250 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -376491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -376491.406250 Penalty: 4228.676758
	Iteration 31F: 3 clusters Score -376491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Entering Unmasked Estep 
Score: -1428731.125000 Penalty: 2435.076172
	Iteration 0F: 2 clusters Score -1428731 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 9078 members 
Entering Unmasked Estep 
Score: -1415700.125000 Penalty: 4870.152344
	Iteration 0F: 3 clusters Score -1415700 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1420107.875000 Penalty: 4870.152344
	Iteration 1F: 3 clusters Score -1420108 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1420604.500000 Penalty: 4870.152344
	Iteration 2F: 3 clusters Score -1420604 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1421084.250000 Penalty: 4870.152344
	Iteration 3F: 3 clusters Score -1421084 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1421499.625000 Penalty: 4870.152344
	Iteration 4Q: 3 clusters Score -1421500 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1421865.625000 Penalty: 4870.152344
	Iteration 5Q: 3 clusters Score -1421866 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1422240.500000 Penalty: 4870.152344
	Iteration 6Q: 3 clusters Score -1422240 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1422629.750000 Penalty: 4870.152344
	Iteration 7Q: 3 clusters Score -1422630 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1423011.125000 Penalty: 4870.152344
	Iteration 8Q: 3 clusters Score -1423011 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1423388.625000 Penalty: 4870.152344
	Iteration 9Q: 3 clusters Score -1423389 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1423804.625000 Penalty: 4870.152344
	Iteration 10Q: 3 clusters Score -1423805 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1424240.875000 Penalty: 4870.152344
	Iteration 11Q: 3 clusters Score -1424241 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1424705.875000 Penalty: 4870.152344
	Iteration 12Q: 3 clusters Score -1424706 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1425144.000000 Penalty: 4870.152344
	Iteration 13Q: 3 clusters Score -1425144 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1425492.625000 Penalty: 4870.152344
	Iteration 14Q: 3 clusters Score -1425493 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1425733.375000 Penalty: 4870.152344
	Iteration 15Q: 3 clusters Score -1425733 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1425891.750000 Penalty: 4870.152344
	Iteration 16Q: 3 clusters Score -1425892 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1426010.875000 Penalty: 4870.152344
	Iteration 17Q: 3 clusters Score -1426011 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1426075.875000 Penalty: 4870.152344
	Iteration 18Q: 3 clusters Score -1426076 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1426132.500000 Penalty: 4870.152344
	Iteration 19Q: 3 clusters Score -1426132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1426160.750000 Penalty: 4870.152344
	Iteration 20F: 3 clusters Score -1426161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1426184.625000 Penalty: 4870.152344
	Iteration 21Q: 3 clusters Score -1426185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1426208.250000 Penalty: 4870.152344
	Iteration 22Q: 3 clusters Score -1426208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1426225.750000 Penalty: 4870.152344
	Iteration 23Q: 3 clusters Score -1426226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1426235.125000 Penalty: 4870.152344
	Iteration 24Q: 3 clusters Score -1426235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1426249.125000 Penalty: 4870.152344
	Iteration 25Q: 3 clusters Score -1426249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1426265.125000 Penalty: 4870.152344
	Iteration 26Q: 3 clusters Score -1426265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1426277.625000 Penalty: 4870.152344
	Iteration 27Q: 3 clusters Score -1426278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1426293.000000 Penalty: 4870.152344
	Iteration 28Q: 3 clusters Score -1426293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1426315.625000 Penalty: 4870.152344
	Iteration 29Q: 3 clusters Score -1426316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1426333.250000 Penalty: 4870.152344
	Iteration 30Q: 3 clusters Score -1426333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1426348.250000 Penalty: 4870.152344
	Iteration 31Q: 3 clusters Score -1426348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1426350.875000 Penalty: 4870.152344
	Iteration 32Q: 3 clusters Score -1426351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1426361.125000 Penalty: 4870.152344
	Iteration 33Q: 3 clusters Score -1426361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1426367.375000 Penalty: 4870.152344
	Iteration 34Q: 3 clusters Score -1426367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1426377.000000 Penalty: 4870.152344
	Iteration 35Q: 3 clusters Score -1426377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1426383.000000 Penalty: 4870.152344
	Iteration 36Q: 3 clusters Score -1426383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1426391.625000 Penalty: 4870.152344
	Iteration 37Q: 3 clusters Score -1426392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1426404.375000 Penalty: 4870.152344
	Iteration 38Q: 3 clusters Score -1426404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1426407.750000 Penalty: 4870.152344
	Iteration 39Q: 3 clusters Score -1426408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1426412.375000 Penalty: 4870.152344
	Iteration 40F: 3 clusters Score -1426412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1426420.625000 Penalty: 4870.152344
	Iteration 41Q: 3 clusters Score -1426421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1426436.500000 Penalty: 4870.152344
	Iteration 42Q: 3 clusters Score -1426436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1426441.875000 Penalty: 4870.152344
	Iteration 43Q: 3 clusters Score -1426442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1426445.250000 Penalty: 4870.152344
	Iteration 44Q: 3 clusters Score -1426445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1426451.500000 Penalty: 4870.152344
	Iteration 45Q: 3 clusters Score -1426452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1426451.375000 Penalty: 4870.152344
	Iteration 46Q: 3 clusters Score -1426451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1426456.875000 Penalty: 4870.152344
	Iteration 47Q: 3 clusters Score -1426457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1426456.625000 Penalty: 4870.152344
	Iteration 48Q: 3 clusters Score -1426457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1426465.125000 Penalty: 4870.152344
	Iteration 49Q: 3 clusters Score -1426465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1426471.625000 Penalty: 4870.152344
	Iteration 50Q: 3 clusters Score -1426472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1426474.250000 Penalty: 4870.152344
	Iteration 51Q: 3 clusters Score -1426474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1426475.625000 Penalty: 4870.152344
	Iteration 52Q: 3 clusters Score -1426476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1426478.125000 Penalty: 4870.152344
	Iteration 53Q: 3 clusters Score -1426478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1426481.500000 Penalty: 4870.152344
	Iteration 54Q: 3 clusters Score -1426482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1426483.750000 Penalty: 4870.152344
	Iteration 55Q: 3 clusters Score -1426484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1426497.125000 Penalty: 4870.152344
	Iteration 56Q: 3 clusters Score -1426497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1426500.500000 Penalty: 4870.152344
	Iteration 57Q: 3 clusters Score -1426500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1426509.500000 Penalty: 4870.152344
	Iteration 58Q: 3 clusters Score -1426510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1426519.375000 Penalty: 4870.152344
	Iteration 59Q: 3 clusters Score -1426519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1426532.750000 Penalty: 4870.152344
	Iteration 60F: 3 clusters Score -1426533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1426541.125000 Penalty: 4870.152344
	Iteration 61Q: 3 clusters Score -1426541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1426552.500000 Penalty: 4870.152344
	Iteration 62Q: 3 clusters Score -1426552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1426554.000000 Penalty: 4870.152344
	Iteration 63Q: 3 clusters Score -1426554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1426557.375000 Penalty: 4870.152344
	Iteration 64Q: 3 clusters Score -1426557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1426562.000000 Penalty: 4870.152344
	Iteration 65Q: 3 clusters Score -1426562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1426563.500000 Penalty: 4870.152344
	Iteration 66Q: 3 clusters Score -1426564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1426563.375000 Penalty: 4870.152344
	Iteration 67Q: 3 clusters Score -1426563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1426572.250000 Penalty: 4870.152344
	Iteration 68Q: 3 clusters Score -1426572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1426572.875000 Penalty: 4870.152344
	Iteration 69Q: 3 clusters Score -1426573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1426580.250000 Penalty: 4870.152344
	Iteration 70Q: 3 clusters Score -1426580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1426585.625000 Penalty: 4870.152344
	Iteration 71Q: 3 clusters Score -1426586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1426585.250000 Penalty: 4870.152344
	Iteration 72Q: 3 clusters Score -1426585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1426588.000000 Penalty: 4870.152344
	Iteration 73Q: 3 clusters Score -1426588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1426591.125000 Penalty: 4870.152344
	Iteration 74Q: 3 clusters Score -1426591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1426591.000000 Penalty: 4870.152344
	Iteration 75Q: 3 clusters Score -1426591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1426598.125000 Penalty: 4870.152344
	Iteration 76Q: 3 clusters Score -1426598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1426599.250000 Penalty: 4870.152344
	Iteration 77Q: 3 clusters Score -1426599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1426607.375000 Penalty: 4870.152344
	Iteration 78Q: 3 clusters Score -1426607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1426609.125000 Penalty: 4870.152344
	Iteration 79Q: 3 clusters Score -1426609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1426612.375000 Penalty: 4870.152344
	Iteration 80F: 3 clusters Score -1426612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1426617.375000 Penalty: 4870.152344
	Iteration 81Q: 3 clusters Score -1426617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1426616.500000 Penalty: 4870.152344
	Iteration 82Q: 3 clusters Score -1426616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1426617.250000 Penalty: 4870.152344
	Iteration 83Q: 3 clusters Score -1426617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1426617.125000 Penalty: 4870.152344
	Iteration 84Q: 3 clusters Score -1426617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1426618.375000 Penalty: 4870.152344
	Iteration 85Q: 3 clusters Score -1426618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1426619.125000 Penalty: 4870.152344
	Iteration 86Q: 3 clusters Score -1426619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1426622.000000 Penalty: 4870.152344
	Iteration 87Q: 3 clusters Score -1426622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1426623.250000 Penalty: 4870.152344
	Iteration 88Q: 3 clusters Score -1426623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1426623.750000 Penalty: 4870.152344
	Iteration 89Q: 3 clusters Score -1426624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1426625.125000 Penalty: 4870.152344
	Iteration 90Q: 3 clusters Score -1426625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1426624.625000 Penalty: 4870.152344
	Iteration 91Q: 3 clusters Score -1426625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1426628.500000 Penalty: 4870.152344
	Iteration 92Q: 3 clusters Score -1426628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1426626.625000 Penalty: 4870.152344
	Iteration 93Q: 3 clusters Score -1426627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1426626.625000 Penalty: 4870.152344
	Iteration 94F: 3 clusters Score -1426627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100878 members 
Entering Unmasked Estep 
Score: -8290584.500000 Penalty: 2857.373535
	Iteration 0F: 2 clusters Score -8290584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -8223163.500000 Penalty: 5714.747070
	Iteration 0F: 3 clusters Score -8223164 nChanged 47702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -8250529.000000 Penalty: 5714.747070
	Iteration 1F: 3 clusters Score -8250529 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -8251466.500000 Penalty: 5714.747070
	Iteration 2Q: 3 clusters Score -8251466 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -8252532.000000 Penalty: 5714.747070
	Iteration 3Q: 3 clusters Score -8252532 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -8253739.500000 Penalty: 5714.747070
	Iteration 4Q: 3 clusters Score -8253740 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -8255216.000000 Penalty: 5714.747070
	Iteration 5Q: 3 clusters Score -8255216 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -8257218.500000 Penalty: 5714.747070
	Iteration 6Q: 3 clusters Score -8257218 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -8259790.500000 Penalty: 5714.747070
	Iteration 7Q: 3 clusters Score -8259790 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -8263163.000000 Penalty: 5714.747070
	Iteration 8F: 3 clusters Score -8263163 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -8267142.000000 Penalty: 5714.747070
	Iteration 9F: 3 clusters Score -8267142 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -8271034.000000 Penalty: 5714.747070
	Iteration 10F: 3 clusters Score -8271034 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -8273686.500000 Penalty: 5714.747070
	Iteration 11Q: 3 clusters Score -8273686 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8275054.000000 Penalty: 5714.747070
	Iteration 12Q: 3 clusters Score -8275054 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -8275816.500000 Penalty: 5714.747070
	Iteration 13Q: 3 clusters Score -8275816 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -8276347.500000 Penalty: 5714.747070
	Iteration 14Q: 3 clusters Score -8276348 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -8276772.500000 Penalty: 5714.747070
	Iteration 15Q: 3 clusters Score -8276772 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 71891 members 
Entering Unmasked Estep 
Score: -8277162.000000 Penalty: 5714.747070
	Iteration 16Q: 3 clusters Score -8277162 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -8277660.000000 Penalty: 5714.747070
	Iteration 17Q: 3 clusters Score -8277660 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -8278076.000000 Penalty: 5714.747070
	Iteration 18Q: 3 clusters Score -8278076 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -8278565.500000 Penalty: 5714.747070
	Iteration 19Q: 3 clusters Score -8278566 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -8279074.500000 Penalty: 5714.747070
	Iteration 20F: 3 clusters Score -8279074 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -8279505.500000 Penalty: 5714.747070
	Iteration 21Q: 3 clusters Score -8279506 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -8280114.500000 Penalty: 5714.747070
	Iteration 22Q: 3 clusters Score -8280114 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -8280632.000000 Penalty: 5714.747070
	Iteration 23Q: 3 clusters Score -8280632 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -8281178.000000 Penalty: 5714.747070
	Iteration 24Q: 3 clusters Score -8281178 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -8281743.500000 Penalty: 5714.747070
	Iteration 25Q: 3 clusters Score -8281744 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -8282245.500000 Penalty: 5714.747070
	Iteration 26Q: 3 clusters Score -8282246 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 88029 members 
Entering Unmasked Estep 
Score: -8282765.500000 Penalty: 5714.747070
	Iteration 27Q: 3 clusters Score -8282766 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 89365 members 
Entering Unmasked Estep 
Score: -8283306.000000 Penalty: 5714.747070
	Iteration 28Q: 3 clusters Score -8283306 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -8283824.000000 Penalty: 5714.747070
	Iteration 29Q: 3 clusters Score -8283824 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -8284357.500000 Penalty: 5714.747070
	Iteration 30Q: 3 clusters Score -8284358 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -8284804.000000 Penalty: 5714.747070
	Iteration 31Q: 3 clusters Score -8284804 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 94000 members 
Entering Unmasked Estep 
Score: -8285273.500000 Penalty: 5714.747070
	Iteration 32Q: 3 clusters Score -8285274 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -8285728.000000 Penalty: 5714.747070
	Iteration 33Q: 3 clusters Score -8285728 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -8286145.000000 Penalty: 5714.747070
	Iteration 34Q: 3 clusters Score -8286145 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -8286456.000000 Penalty: 5714.747070
	Iteration 35Q: 3 clusters Score -8286456 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -8286799.000000 Penalty: 5714.747070
	Iteration 36Q: 3 clusters Score -8286799 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -8287041.000000 Penalty: 5714.747070
	Iteration 37Q: 3 clusters Score -8287041 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -8287263.500000 Penalty: 5714.747070
	Iteration 38Q: 3 clusters Score -8287264 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -8287441.500000 Penalty: 5714.747070
	Iteration 39Q: 3 clusters Score -8287442 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 98754 members 
Entering Unmasked Estep 
Score: -8287553.500000 Penalty: 5714.747070
	Iteration 40F: 3 clusters Score -8287554 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -8287631.000000 Penalty: 5714.747070
	Iteration 41Q: 3 clusters Score -8287631 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -8287698.500000 Penalty: 5714.747070
	Iteration 42Q: 3 clusters Score -8287698 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -8287758.000000 Penalty: 5714.747070
	Iteration 43Q: 3 clusters Score -8287758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -8287842.500000 Penalty: 5714.747070
	Iteration 44Q: 3 clusters Score -8287842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -8287899.000000 Penalty: 5714.747070
	Iteration 45Q: 3 clusters Score -8287899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 99564 members 
Entering Unmasked Estep 
Score: -8287938.000000 Penalty: 5714.747070
	Iteration 46Q: 3 clusters Score -8287938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -8287998.000000 Penalty: 5714.747070
	Iteration 47Q: 3 clusters Score -8287998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -8288010.500000 Penalty: 5714.747070
	Iteration 48Q: 3 clusters Score -8288010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -8288033.500000 Penalty: 5714.747070
	Iteration 49Q: 3 clusters Score -8288034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -8288032.500000 Penalty: 5714.747070
	Iteration 50Q: 3 clusters Score -8288032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -8288061.500000 Penalty: 5714.747070
	Iteration 51Q: 3 clusters Score -8288062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -8288063.000000 Penalty: 5714.747070
	Iteration 52Q: 3 clusters Score -8288063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 99873 members 
Entering Unmasked Estep 
Score: -8288078.000000 Penalty: 5714.747070
	Iteration 53Q: 3 clusters Score -8288078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -8288079.000000 Penalty: 5714.747070
	Iteration 54Q: 3 clusters Score -8288079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -8288092.500000 Penalty: 5714.747070
	Iteration 55Q: 3 clusters Score -8288092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -8288102.500000 Penalty: 5714.747070
	Iteration 56Q: 3 clusters Score -8288102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -8288113.500000 Penalty: 5714.747070
	Iteration 57Q: 3 clusters Score -8288114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -8288123.500000 Penalty: 5714.747070
	Iteration 58Q: 3 clusters Score -8288124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -8288130.500000 Penalty: 5714.747070
	Iteration 59Q: 3 clusters Score -8288130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -8288151.500000 Penalty: 5714.747070
	Iteration 60F: 3 clusters Score -8288152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -8288149.000000 Penalty: 5714.747070
	Iteration 61Q: 3 clusters Score -8288149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -8288164.000000 Penalty: 5714.747070
	Iteration 62Q: 3 clusters Score -8288164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -8288167.500000 Penalty: 5714.747070
	Iteration 63Q: 3 clusters Score -8288168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -8288166.000000 Penalty: 5714.747070
	Iteration 64Q: 3 clusters Score -8288166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 100044 members 
Entering Unmasked Estep 
Score: -8288175.500000 Penalty: 5714.747070
	Iteration 65Q: 3 clusters Score -8288176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -8288183.500000 Penalty: 5714.747070
	Iteration 66Q: 3 clusters Score -8288184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -8288183.500000 Penalty: 5714.747070
	Iteration 67Q: 3 clusters Score -8288184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -8288179.000000 Penalty: 5714.747070
	Iteration 68Q: 3 clusters Score -8288179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -8288187.500000 Penalty: 5714.747070
	Iteration 69Q: 3 clusters Score -8288188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -8288200.500000 Penalty: 5714.747070
	Iteration 70Q: 3 clusters Score -8288200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 100084 members 
Entering Unmasked Estep 
Score: -8288200.500000 Penalty: 5714.747070
	Iteration 71Q: 3 clusters Score -8288200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -8288199.000000 Penalty: 5714.747070
	Iteration 72Q: 3 clusters Score -8288199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -8288194.500000 Penalty: 5714.747070
	Iteration 73Q: 3 clusters Score -8288194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -8288194.500000 Penalty: 5714.747070
	Iteration 74F: 3 clusters Score -8288194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (861418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861418 members 
Entering Unmasked Estep 
Score: -69493784.000000 Penalty: 3389.251221
	Iteration 0F: 2 clusters Score -6.949378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430796 members 
Mstep: Class 2 contains 430622 members 
Entering Unmasked Estep 
Score: -68918496.000000 Penalty: 6778.502441
	Iteration 0F: 3 clusters Score -6.89185e+07 nChanged 422793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439265 members 
Mstep: Class 2 contains 422153 members 
Entering Unmasked Estep 
Score: -69173168.000000 Penalty: 6778.502441
	Iteration 1F: 3 clusters Score -6.917317e+07 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442513 members 
Mstep: Class 2 contains 418905 members 
Entering Unmasked Estep 
Score: -69175304.000000 Penalty: 6778.502441
	Iteration 2Q: 3 clusters Score -6.91753e+07 nChanged 17668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447303 members 
Mstep: Class 2 contains 414115 members 
Entering Unmasked Estep 
Score: -69178448.000000 Penalty: 6778.502441
	Iteration 3Q: 3 clusters Score -6.917845e+07 nChanged 19246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454629 members 
Mstep: Class 2 contains 406789 members 
Entering Unmasked Estep 
Score: -69182080.000000 Penalty: 6778.502441
	Iteration 4Q: 3 clusters Score -6.918208e+07 nChanged 22009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465606 members 
Mstep: Class 2 contains 395812 members 
Entering Unmasked Estep 
Score: -69187176.000000 Penalty: 6778.502441
	Iteration 5Q: 3 clusters Score -6.918718e+07 nChanged 26502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482122 members 
Mstep: Class 2 contains 379296 members 
Entering Unmasked Estep 
Score: -69196200.000000 Penalty: 6778.502441
	Iteration 6Q: 3 clusters Score -6.91962e+07 nChanged 33425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506909 members 
Mstep: Class 2 contains 354509 members 
Entering Unmasked Estep 
Score: -69209736.000000 Penalty: 6778.502441
	Iteration 7Q: 3 clusters Score -6.920974e+07 nChanged 42747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542116 members 
Mstep: Class 2 contains 319302 members 
Entering Unmasked Estep 
Score: -69232672.000000 Penalty: 6778.502441
	Iteration 8Q: 3 clusters Score -6.923267e+07 nChanged 53097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588307 members 
Mstep: Class 2 contains 273111 members 
Entering Unmasked Estep 
Score: -69268944.000000 Penalty: 6778.502441
	Iteration 9F: 3 clusters Score -6.926894e+07 nChanged 58797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641130 members 
Mstep: Class 2 contains 220288 members 
Entering Unmasked Estep 
Score: -69313656.000000 Penalty: 6778.502441
	Iteration 10F: 3 clusters Score -6.931366e+07 nChanged 55407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691501 members 
Mstep: Class 2 contains 169917 members 
Entering Unmasked Estep 
Score: -69356912.000000 Penalty: 6778.502441
	Iteration 11F: 3 clusters Score -6.935691e+07 nChanged 44156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731985 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -69391056.000000 Penalty: 6778.502441
	Iteration 12F: 3 clusters Score -6.939106e+07 nChanged 33198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763345 members 
Mstep: Class 2 contains 98073 members 
Entering Unmasked Estep 
Score: -69414760.000000 Penalty: 6778.502441
	Iteration 13Q: 3 clusters Score -6.941476e+07 nChanged 25346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788109 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -69433576.000000 Penalty: 6778.502441
	Iteration 14Q: 3 clusters Score -6.943358e+07 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807760 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -69448872.000000 Penalty: 6778.502441
	Iteration 15Q: 3 clusters Score -6.944887e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823419 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -69461672.000000 Penalty: 6778.502441
	Iteration 16Q: 3 clusters Score -6.946167e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835369 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -69471576.000000 Penalty: 6778.502441
	Iteration 17Q: 3 clusters Score -6.947158e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843783 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -69478376.000000 Penalty: 6778.502441
	Iteration 18Q: 3 clusters Score -6.947838e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849590 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -69482880.000000 Penalty: 6778.502441
	Iteration 19Q: 3 clusters Score -6.948288e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853324 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -69485496.000000 Penalty: 6778.502441
	Iteration 20F: 3 clusters Score -6.94855e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855804 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -69487488.000000 Penalty: 6778.502441
	Iteration 21Q: 3 clusters Score -6.948749e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857305 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -69488504.000000 Penalty: 6778.502441
	Iteration 22Q: 3 clusters Score -6.94885e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858275 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -69489232.000000 Penalty: 6778.502441
	Iteration 23Q: 3 clusters Score -6.948923e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858874 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -69489752.000000 Penalty: 6778.502441
	Iteration 24Q: 3 clusters Score -6.948975e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859247 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -69490056.000000 Penalty: 6778.502441
	Iteration 25Q: 3 clusters Score -6.949006e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859491 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -69490208.000000 Penalty: 6778.502441
	Iteration 26Q: 3 clusters Score -6.949021e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859674 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -69490408.000000 Penalty: 6778.502441
	Iteration 27Q: 3 clusters Score -6.949041e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859792 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -69490448.000000 Penalty: 6778.502441
	Iteration 28Q: 3 clusters Score -6.949045e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859878 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -69490560.000000 Penalty: 6778.502441
	Iteration 29Q: 3 clusters Score -6.949056e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -69490576.000000 Penalty: 6778.502441
	Iteration 30Q: 3 clusters Score -6.949058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860008 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -69490584.000000 Penalty: 6778.502441
	Iteration 31Q: 3 clusters Score -6.949058e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860048 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -69490664.000000 Penalty: 6778.502441
	Iteration 32Q: 3 clusters Score -6.949066e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860070 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -69490672.000000 Penalty: 6778.502441
	Iteration 33Q: 3 clusters Score -6.949067e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860091 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -69490688.000000 Penalty: 6778.502441
	Iteration 34Q: 3 clusters Score -6.949069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860114 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -69490704.000000 Penalty: 6778.502441
	Iteration 35Q: 3 clusters Score -6.94907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860127 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -69490704.000000 Penalty: 6778.502441
	Iteration 36Q: 3 clusters Score -6.94907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860138 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -69490712.000000 Penalty: 6778.502441
	Iteration 37Q: 3 clusters Score -6.949071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860140 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -69490736.000000 Penalty: 6778.502441
	Iteration 38Q: 3 clusters Score -6.949074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860148 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 39Q: 3 clusters Score -6.949073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860154 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -69490752.000000 Penalty: 6778.502441
	Iteration 40F: 3 clusters Score -6.949075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860155 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -69490776.000000 Penalty: 6778.502441
	Iteration 41Q: 3 clusters Score -6.949078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860159 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 42Q: 3 clusters Score -6.949073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860159 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 43Q: 3 clusters Score -6.949073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860160 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -69490744.000000 Penalty: 6778.502441
	Iteration 44Q: 3 clusters Score -6.949074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860161 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 45Q: 3 clusters Score -6.949073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860161 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -69490736.000000 Penalty: 6778.502441
	Iteration 46Q: 3 clusters Score -6.949074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860163 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -69490736.000000 Penalty: 6778.502441
	Iteration 47Q: 3 clusters Score -6.949074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860165 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -69490752.000000 Penalty: 6778.502441
	Iteration 48Q: 3 clusters Score -6.949075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860168 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -69490736.000000 Penalty: 6778.502441
	Iteration 49Q: 3 clusters Score -6.949074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860169 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -69490768.000000 Penalty: 6778.502441
	Iteration 50Q: 3 clusters Score -6.949077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860171 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -69490768.000000 Penalty: 6778.502441
	Iteration 51Q: 3 clusters Score -6.949077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860169 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -69490760.000000 Penalty: 6778.502441
	Iteration 52Q: 3 clusters Score -6.949076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860171 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -69490776.000000 Penalty: 6778.502441
	Iteration 53Q: 3 clusters Score -6.949078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860177 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -69490760.000000 Penalty: 6778.502441
	Iteration 54Q: 3 clusters Score -6.949076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860178 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 55Q: 3 clusters Score -6.949073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860183 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -69490776.000000 Penalty: 6778.502441
	Iteration 56Q: 3 clusters Score -6.949078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860190 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -69490784.000000 Penalty: 6778.502441
	Iteration 57Q: 3 clusters Score -6.949078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860197 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -69490744.000000 Penalty: 6778.502441
	Iteration 58Q: 3 clusters Score -6.949074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860214 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -69490752.000000 Penalty: 6778.502441
	Iteration 59Q: 3 clusters Score -6.949075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -69490784.000000 Penalty: 6778.502441
	Iteration 60F: 3 clusters Score -6.949078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860218 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -69490760.000000 Penalty: 6778.502441
	Iteration 61Q: 3 clusters Score -6.949076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 62Q: 3 clusters Score -6.949073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860220 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -69490768.000000 Penalty: 6778.502441
	Iteration 63Q: 3 clusters Score -6.949077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860218 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -69490776.000000 Penalty: 6778.502441
	Iteration 64Q: 3 clusters Score -6.949078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -69490768.000000 Penalty: 6778.502441
	Iteration 65Q: 3 clusters Score -6.949077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -69490784.000000 Penalty: 6778.502441
	Iteration 66Q: 3 clusters Score -6.949078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860219 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -69490768.000000 Penalty: 6778.502441
	Iteration 67Q: 3 clusters Score -6.949077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -69490736.000000 Penalty: 6778.502441
	Iteration 68Q: 3 clusters Score -6.949074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860219 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -69490736.000000 Penalty: 6778.502441
	Iteration 69Q: 3 clusters Score -6.949074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860220 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 70Q: 3 clusters Score -6.949073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 71Q: 3 clusters Score -6.949073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -69490728.000000 Penalty: 6778.502441
	Iteration 72F: 3 clusters Score -6.949073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -1250756.375000 Penalty: 2403.591797
	Iteration 0F: 2 clusters Score -1250756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1239021.500000 Penalty: 4807.183594
	Iteration 0F: 3 clusters Score -1239022 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1242773.625000 Penalty: 4807.183594
	Iteration 1F: 3 clusters Score -1242774 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1243248.500000 Penalty: 4807.183594
	Iteration 2F: 3 clusters Score -1243248 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1243734.125000 Penalty: 4807.183594
	Iteration 3F: 3 clusters Score -1243734 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1244271.625000 Penalty: 4807.183594
	Iteration 4F: 3 clusters Score -1244272 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1244871.750000 Penalty: 4807.183594
	Iteration 5F: 3 clusters Score -1244872 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1245625.500000 Penalty: 4807.183594
	Iteration 6F: 3 clusters Score -1245626 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1246587.500000 Penalty: 4807.183594
	Iteration 7F: 3 clusters Score -1246588 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1247844.625000 Penalty: 4807.183594
	Iteration 8F: 3 clusters Score -1247845 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1249268.375000 Penalty: 4807.183594
	Iteration 9F: 3 clusters Score -1249268 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1250065.375000 Penalty: 4807.183594
	Iteration 10Q: 3 clusters Score -1250065 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1250374.875000 Penalty: 4807.183594
	Iteration 11Q: 3 clusters Score -1250375 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1250485.750000 Penalty: 4807.183594
	Iteration 12Q: 3 clusters Score -1250486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1250541.375000 Penalty: 4807.183594
	Iteration 13Q: 3 clusters Score -1250541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1250569.500000 Penalty: 4807.183594
	Iteration 14Q: 3 clusters Score -1250570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1250584.875000 Penalty: 4807.183594
	Iteration 15Q: 3 clusters Score -1250585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1250595.375000 Penalty: 4807.183594
	Iteration 16Q: 3 clusters Score -1250595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1250612.750000 Penalty: 4807.183594
	Iteration 17Q: 3 clusters Score -1250613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1250628.750000 Penalty: 4807.183594
	Iteration 18Q: 3 clusters Score -1250629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1250644.625000 Penalty: 4807.183594
	Iteration 19Q: 3 clusters Score -1250645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1250653.750000 Penalty: 4807.183594
	Iteration 20F: 3 clusters Score -1250654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1250667.500000 Penalty: 4807.183594
	Iteration 21Q: 3 clusters Score -1250668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1250683.000000 Penalty: 4807.183594
	Iteration 22Q: 3 clusters Score -1250683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1250690.875000 Penalty: 4807.183594
	Iteration 23Q: 3 clusters Score -1250691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1250705.250000 Penalty: 4807.183594
	Iteration 24Q: 3 clusters Score -1250705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1250713.500000 Penalty: 4807.183594
	Iteration 25Q: 3 clusters Score -1250714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1250718.625000 Penalty: 4807.183594
	Iteration 26Q: 3 clusters Score -1250719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1250725.875000 Penalty: 4807.183594
	Iteration 27Q: 3 clusters Score -1250726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1250725.250000 Penalty: 4807.183594
	Iteration 28Q: 3 clusters Score -1250725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1250729.375000 Penalty: 4807.183594
	Iteration 29Q: 3 clusters Score -1250729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1250731.875000 Penalty: 4807.183594
	Iteration 30Q: 3 clusters Score -1250732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1250728.875000 Penalty: 4807.183594
	Iteration 31Q: 3 clusters Score -1250729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1250729.625000 Penalty: 4807.183594
	Iteration 32Q: 3 clusters Score -1250730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1250731.125000 Penalty: 4807.183594
	Iteration 33Q: 3 clusters Score -1250731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1250737.000000 Penalty: 4807.183594
	Iteration 34Q: 3 clusters Score -1250737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1250737.500000 Penalty: 4807.183594
	Iteration 35Q: 3 clusters Score -1250738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1250735.625000 Penalty: 4807.183594
	Iteration 36Q: 3 clusters Score -1250736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1250734.750000 Penalty: 4807.183594
	Iteration 37Q: 3 clusters Score -1250735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1250735.250000 Penalty: 4807.183594
	Iteration 38Q: 3 clusters Score -1250735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1250735.000000 Penalty: 4807.183594
	Iteration 39Q: 3 clusters Score -1250735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1250735.000000 Penalty: 4807.183594
	Iteration 40F: 3 clusters Score -1250735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -1253987.125000 Penalty: 2389.889893
	Iteration 0F: 2 clusters Score -1253987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1242830.750000 Penalty: 4779.779785
	Iteration 0F: 3 clusters Score -1242831 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1246360.125000 Penalty: 4779.779785
	Iteration 1F: 3 clusters Score -1246360 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1246740.750000 Penalty: 4779.779785
	Iteration 2F: 3 clusters Score -1246741 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1247049.125000 Penalty: 4779.779785
	Iteration 3Q: 3 clusters Score -1247049 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1247339.000000 Penalty: 4779.779785
	Iteration 4Q: 3 clusters Score -1247339 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1247625.250000 Penalty: 4779.779785
	Iteration 5Q: 3 clusters Score -1247625 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1247928.500000 Penalty: 4779.779785
	Iteration 6Q: 3 clusters Score -1247928 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1248302.000000 Penalty: 4779.779785
	Iteration 7Q: 3 clusters Score -1248302 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1248757.875000 Penalty: 4779.779785
	Iteration 8Q: 3 clusters Score -1248758 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1249284.500000 Penalty: 4779.779785
	Iteration 9F: 3 clusters Score -1249284 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1249854.250000 Penalty: 4779.779785
	Iteration 10Q: 3 clusters Score -1249854 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1250386.500000 Penalty: 4779.779785
	Iteration 11Q: 3 clusters Score -1250386 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1250822.500000 Penalty: 4779.779785
	Iteration 12Q: 3 clusters Score -1250822 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1251144.750000 Penalty: 4779.779785
	Iteration 13Q: 3 clusters Score -1251145 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1251393.000000 Penalty: 4779.779785
	Iteration 14Q: 3 clusters Score -1251393 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1251568.125000 Penalty: 4779.779785
	Iteration 15Q: 3 clusters Score -1251568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1251697.125000 Penalty: 4779.779785
	Iteration 16Q: 3 clusters Score -1251697 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1251758.500000 Penalty: 4779.779785
	Iteration 17Q: 3 clusters Score -1251758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1251798.875000 Penalty: 4779.779785
	Iteration 18Q: 3 clusters Score -1251799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1251829.875000 Penalty: 4779.779785
	Iteration 19Q: 3 clusters Score -1251830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1251852.875000 Penalty: 4779.779785
	Iteration 20F: 3 clusters Score -1251853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1251879.000000 Penalty: 4779.779785
	Iteration 21Q: 3 clusters Score -1251879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1251895.125000 Penalty: 4779.779785
	Iteration 22Q: 3 clusters Score -1251895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1251905.625000 Penalty: 4779.779785
	Iteration 23Q: 3 clusters Score -1251906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1251913.875000 Penalty: 4779.779785
	Iteration 24Q: 3 clusters Score -1251914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1251920.250000 Penalty: 4779.779785
	Iteration 25Q: 3 clusters Score -1251920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1251924.625000 Penalty: 4779.779785
	Iteration 26Q: 3 clusters Score -1251925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1251927.750000 Penalty: 4779.779785
	Iteration 27Q: 3 clusters Score -1251928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1251932.625000 Penalty: 4779.779785
	Iteration 28Q: 3 clusters Score -1251933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1251935.625000 Penalty: 4779.779785
	Iteration 29Q: 3 clusters Score -1251936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1251938.000000 Penalty: 4779.779785
	Iteration 30Q: 3 clusters Score -1251938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1251939.875000 Penalty: 4779.779785
	Iteration 31Q: 3 clusters Score -1251940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1251941.125000 Penalty: 4779.779785
	Iteration 32Q: 3 clusters Score -1251941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1251941.625000 Penalty: 4779.779785
	Iteration 33Q: 3 clusters Score -1251942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1251943.500000 Penalty: 4779.779785
	Iteration 34Q: 3 clusters Score -1251944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1251942.625000 Penalty: 4779.779785
	Iteration 35Q: 3 clusters Score -1251943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1251943.375000 Penalty: 4779.779785
	Iteration 36Q: 3 clusters Score -1251943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1251945.375000 Penalty: 4779.779785
	Iteration 37Q: 3 clusters Score -1251945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1251945.875000 Penalty: 4779.779785
	Iteration 38Q: 3 clusters Score -1251946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1251950.750000 Penalty: 4779.779785
	Iteration 39Q: 3 clusters Score -1251951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1251953.625000 Penalty: 4779.779785
	Iteration 40F: 3 clusters Score -1251954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1251957.125000 Penalty: 4779.779785
	Iteration 41Q: 3 clusters Score -1251957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1251957.625000 Penalty: 4779.779785
	Iteration 42Q: 3 clusters Score -1251958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1251959.375000 Penalty: 4779.779785
	Iteration 43Q: 3 clusters Score -1251959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1251960.125000 Penalty: 4779.779785
	Iteration 44Q: 3 clusters Score -1251960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1251962.500000 Penalty: 4779.779785
	Iteration 45Q: 3 clusters Score -1251962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1251964.125000 Penalty: 4779.779785
	Iteration 46Q: 3 clusters Score -1251964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1251963.000000 Penalty: 4779.779785
	Iteration 47Q: 3 clusters Score -1251963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1251963.000000 Penalty: 4779.779785
	Iteration 48F: 3 clusters Score -1251963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -247917.281250 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -247917.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -244458.218750 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -244458.2 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -245232.609375 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -245232.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -245419.890625 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -245419.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -245527.265625 Penalty: 4015.265869
	Iteration 3Q: 3 clusters Score -245527.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -245600.390625 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -245600.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -245649.125000 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -245649.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -245704.671875 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -245704.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -245795.015625 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -245795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -245954.281250 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -245954.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -246200.046875 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -246200 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -246491.593750 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -246491.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -246632.718750 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -246632.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -246718.953125 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -246719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -246788.375000 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -246788.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -246847.156250 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -246847.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -246901.468750 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -246901.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -246953.484375 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -246953.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -247008.781250 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -247008.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -247063.359375 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -247063.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -247114.609375 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -247114.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247148.687500 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -247148.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -247193.593750 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -247193.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -247227.609375 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -247227.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -247252.281250 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -247252.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247268.875000 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -247268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -247278.484375 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -247278.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -247286.718750 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -247286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -247292.046875 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -247292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -247296.312500 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -247296.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -247300.937500 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -247300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -247305.718750 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -247305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -247311.968750 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -247312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -247319.156250 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -247319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -247325.234375 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -247325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -247332.562500 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -247332.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -247337.468750 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -247337.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -247338.937500 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -247338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -247339.828125 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -247339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -247340.203125 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -247340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -247340.203125 Penalty: 4015.265869
	Iteration 39F: 3 clusters Score -247340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -269780.125000 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -269780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -266261.625000 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -266261.6 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -267008.250000 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -267008.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -267208.031250 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -267208 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -267364.968750 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -267365 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -267501.000000 Penalty: 4043.918701
	Iteration 4Q: 3 clusters Score -267501 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -267670.375000 Penalty: 4043.918701
	Iteration 5F: 3 clusters Score -267670.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -267833.375000 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -267833.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -267961.875000 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -267961.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -268053.593750 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -268053.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268135.250000 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -268135.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -268201.093750 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -268201.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -268250.656250 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -268250.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -268294.875000 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -268294.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -268336.531250 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -268336.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -268375.437500 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -268375.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -268409.468750 Penalty: 4043.918701
	Iteration 15Q: 3 clusters Score -268409.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -268444.531250 Penalty: 4043.918701
	Iteration 16Q: 3 clusters Score -268444.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -268482.562500 Penalty: 4043.918701
	Iteration 17Q: 3 clusters Score -268482.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -268510.218750 Penalty: 4043.918701
	Iteration 18Q: 3 clusters Score -268510.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -268527.406250 Penalty: 4043.918701
	Iteration 19Q: 3 clusters Score -268527.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -268547.156250 Penalty: 4043.918701
	Iteration 20F: 3 clusters Score -268547.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -268561.906250 Penalty: 4043.918701
	Iteration 21Q: 3 clusters Score -268561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -268570.718750 Penalty: 4043.918701
	Iteration 22Q: 3 clusters Score -268570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -268579.500000 Penalty: 4043.918701
	Iteration 23Q: 3 clusters Score -268579.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268590.875000 Penalty: 4043.918701
	Iteration 24Q: 3 clusters Score -268590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -268596.375000 Penalty: 4043.918701
	Iteration 25Q: 3 clusters Score -268596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -268602.656250 Penalty: 4043.918701
	Iteration 26Q: 3 clusters Score -268602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -268613.843750 Penalty: 4043.918701
	Iteration 27Q: 3 clusters Score -268613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -268627.375000 Penalty: 4043.918701
	Iteration 28Q: 3 clusters Score -268627.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -268635.156250 Penalty: 4043.918701
	Iteration 29Q: 3 clusters Score -268635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -268642.125000 Penalty: 4043.918701
	Iteration 30Q: 3 clusters Score -268642.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -268651.468750 Penalty: 4043.918701
	Iteration 31Q: 3 clusters Score -268651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -268658.875000 Penalty: 4043.918701
	Iteration 32Q: 3 clusters Score -268658.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -268665.375000 Penalty: 4043.918701
	Iteration 33Q: 3 clusters Score -268665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -268669.343750 Penalty: 4043.918701
	Iteration 34Q: 3 clusters Score -268669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -268671.687500 Penalty: 4043.918701
	Iteration 35Q: 3 clusters Score -268671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -268674.375000 Penalty: 4043.918701
	Iteration 36Q: 3 clusters Score -268674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -268675.312500 Penalty: 4043.918701
	Iteration 37Q: 3 clusters Score -268675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -268676.656250 Penalty: 4043.918701
	Iteration 38Q: 3 clusters Score -268676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -268677.125000 Penalty: 4043.918701
	Iteration 39Q: 3 clusters Score -268677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268678.250000 Penalty: 4043.918701
	Iteration 40F: 3 clusters Score -268678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -268678.781250 Penalty: 4043.918701
	Iteration 41Q: 3 clusters Score -268678.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -268678.781250 Penalty: 4043.918701
	Iteration 42F: 3 clusters Score -268678.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Entering Unmasked Estep 
Score: -2302604.000000 Penalty: 2550.239502
	Iteration 0F: 2 clusters Score -2302604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2282580.750000 Penalty: 5100.479004
	Iteration 0F: 3 clusters Score -2282581 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2289816.000000 Penalty: 5100.479004
	Iteration 1F: 3 clusters Score -2289816 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2290516.750000 Penalty: 5100.479004
	Iteration 2F: 3 clusters Score -2290517 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2291318.500000 Penalty: 5100.479004
	Iteration 3F: 3 clusters Score -2291318 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2292268.500000 Penalty: 5100.479004
	Iteration 4F: 3 clusters Score -2292268 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2293440.000000 Penalty: 5100.479004
	Iteration 5F: 3 clusters Score -2293440 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2294938.000000 Penalty: 5100.479004
	Iteration 6F: 3 clusters Score -2294938 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2296732.250000 Penalty: 5100.479004
	Iteration 7F: 3 clusters Score -2296732 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2298659.000000 Penalty: 5100.479004
	Iteration 8F: 3 clusters Score -2298659 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2299985.500000 Penalty: 5100.479004
	Iteration 9Q: 3 clusters Score -2299986 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2300509.500000 Penalty: 5100.479004
	Iteration 10Q: 3 clusters Score -2300510 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2300709.000000 Penalty: 5100.479004
	Iteration 11Q: 3 clusters Score -2300709 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2300813.750000 Penalty: 5100.479004
	Iteration 12Q: 3 clusters Score -2300814 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2300903.750000 Penalty: 5100.479004
	Iteration 13Q: 3 clusters Score -2300904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2300944.250000 Penalty: 5100.479004
	Iteration 14Q: 3 clusters Score -2300944 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2300985.750000 Penalty: 5100.479004
	Iteration 15Q: 3 clusters Score -2300986 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2301016.250000 Penalty: 5100.479004
	Iteration 16Q: 3 clusters Score -2301016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2301048.250000 Penalty: 5100.479004
	Iteration 17Q: 3 clusters Score -2301048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2301067.500000 Penalty: 5100.479004
	Iteration 18Q: 3 clusters Score -2301068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2301078.250000 Penalty: 5100.479004
	Iteration 19Q: 3 clusters Score -2301078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2301085.250000 Penalty: 5100.479004
	Iteration 20F: 3 clusters Score -2301085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2301103.000000 Penalty: 5100.479004
	Iteration 21Q: 3 clusters Score -2301103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2301108.250000 Penalty: 5100.479004
	Iteration 22Q: 3 clusters Score -2301108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2301111.000000 Penalty: 5100.479004
	Iteration 23Q: 3 clusters Score -2301111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2301124.250000 Penalty: 5100.479004
	Iteration 24Q: 3 clusters Score -2301124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2301127.000000 Penalty: 5100.479004
	Iteration 25Q: 3 clusters Score -2301127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2301139.500000 Penalty: 5100.479004
	Iteration 26Q: 3 clusters Score -2301140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2301141.500000 Penalty: 5100.479004
	Iteration 27Q: 3 clusters Score -2301142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2301149.000000 Penalty: 5100.479004
	Iteration 28Q: 3 clusters Score -2301149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2301160.500000 Penalty: 5100.479004
	Iteration 29Q: 3 clusters Score -2301160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2301157.000000 Penalty: 5100.479004
	Iteration 30Q: 3 clusters Score -2301157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2301156.000000 Penalty: 5100.479004
	Iteration 31Q: 3 clusters Score -2301156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2301165.250000 Penalty: 5100.479004
	Iteration 32Q: 3 clusters Score -2301165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2301159.000000 Penalty: 5100.479004
	Iteration 33Q: 3 clusters Score -2301159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2301163.500000 Penalty: 5100.479004
	Iteration 34Q: 3 clusters Score -2301164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2301158.500000 Penalty: 5100.479004
	Iteration 35Q: 3 clusters Score -2301158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2301163.000000 Penalty: 5100.479004
	Iteration 36Q: 3 clusters Score -2301163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2301161.500000 Penalty: 5100.479004
	Iteration 37Q: 3 clusters Score -2301162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2301161.000000 Penalty: 5100.479004
	Iteration 38Q: 3 clusters Score -2301161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2301161.250000 Penalty: 5100.479004
	Iteration 39Q: 3 clusters Score -2301161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2301162.750000 Penalty: 5100.479004
	Iteration 40F: 3 clusters Score -2301163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2301161.500000 Penalty: 5100.479004
	Iteration 41Q: 3 clusters Score -2301162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2301163.000000 Penalty: 5100.479004
	Iteration 42Q: 3 clusters Score -2301163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2301164.750000 Penalty: 5100.479004
	Iteration 43Q: 3 clusters Score -2301165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2301163.500000 Penalty: 5100.479004
	Iteration 44Q: 3 clusters Score -2301164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2301163.500000 Penalty: 5100.479004
	Iteration 45F: 3 clusters Score -2301164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -684523.187500 Penalty: 2252.405518
	Iteration 0F: 2 clusters Score -684523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -677592.375000 Penalty: 4504.811035
	Iteration 0F: 3 clusters Score -677592.4 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -679459.125000 Penalty: 4504.811035
	Iteration 1F: 3 clusters Score -679459.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -679769.625000 Penalty: 4504.811035
	Iteration 2F: 3 clusters Score -679769.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -679991.000000 Penalty: 4504.811035
	Iteration 3F: 3 clusters Score -679991 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -680173.375000 Penalty: 4504.811035
	Iteration 4Q: 3 clusters Score -680173.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -680315.312500 Penalty: 4504.811035
	Iteration 5Q: 3 clusters Score -680315.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -680446.375000 Penalty: 4504.811035
	Iteration 6Q: 3 clusters Score -680446.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -680579.562500 Penalty: 4504.811035
	Iteration 7Q: 3 clusters Score -680579.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -680723.625000 Penalty: 4504.811035
	Iteration 8Q: 3 clusters Score -680723.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -680875.312500 Penalty: 4504.811035
	Iteration 9Q: 3 clusters Score -680875.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -681069.125000 Penalty: 4504.811035
	Iteration 10Q: 3 clusters Score -681069.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -681306.937500 Penalty: 4504.811035
	Iteration 11Q: 3 clusters Score -681306.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -681567.812500 Penalty: 4504.811035
	Iteration 12Q: 3 clusters Score -681567.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -681845.750000 Penalty: 4504.811035
	Iteration 13Q: 3 clusters Score -681845.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -682110.000000 Penalty: 4504.811035
	Iteration 14Q: 3 clusters Score -682110 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -682349.937500 Penalty: 4504.811035
	Iteration 15Q: 3 clusters Score -682349.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -682558.000000 Penalty: 4504.811035
	Iteration 16Q: 3 clusters Score -682558 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -682685.937500 Penalty: 4504.811035
	Iteration 17Q: 3 clusters Score -682685.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -682764.687500 Penalty: 4504.811035
	Iteration 18Q: 3 clusters Score -682764.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -682816.687500 Penalty: 4504.811035
	Iteration 19Q: 3 clusters Score -682816.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -682847.937500 Penalty: 4504.811035
	Iteration 20F: 3 clusters Score -682847.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -682868.625000 Penalty: 4504.811035
	Iteration 21Q: 3 clusters Score -682868.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -682884.375000 Penalty: 4504.811035
	Iteration 22Q: 3 clusters Score -682884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -682894.812500 Penalty: 4504.811035
	Iteration 23Q: 3 clusters Score -682894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -682906.375000 Penalty: 4504.811035
	Iteration 24Q: 3 clusters Score -682906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -682917.312500 Penalty: 4504.811035
	Iteration 25Q: 3 clusters Score -682917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -682923.375000 Penalty: 4504.811035
	Iteration 26Q: 3 clusters Score -682923.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -682927.187500 Penalty: 4504.811035
	Iteration 27Q: 3 clusters Score -682927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -682928.937500 Penalty: 4504.811035
	Iteration 28Q: 3 clusters Score -682928.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -682931.437500 Penalty: 4504.811035
	Iteration 29Q: 3 clusters Score -682931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -682932.875000 Penalty: 4504.811035
	Iteration 30Q: 3 clusters Score -682932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -682932.625000 Penalty: 4504.811035
	Iteration 31Q: 3 clusters Score -682932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -682932.625000 Penalty: 4504.811035
	Iteration 32F: 3 clusters Score -682932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Entering Unmasked Estep 
Score: -1739474.250000 Penalty: 2482.504150
	Iteration 0F: 2 clusters Score -1739474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1723938.875000 Penalty: 4965.008301
	Iteration 0F: 3 clusters Score -1723939 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1729280.250000 Penalty: 4965.008301
	Iteration 1F: 3 clusters Score -1729280 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1729869.875000 Penalty: 4965.008301
	Iteration 2F: 3 clusters Score -1729870 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1730624.250000 Penalty: 4965.008301
	Iteration 3F: 3 clusters Score -1730624 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1731583.750000 Penalty: 4965.008301
	Iteration 4F: 3 clusters Score -1731584 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1732791.625000 Penalty: 4965.008301
	Iteration 5F: 3 clusters Score -1732792 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1734105.250000 Penalty: 4965.008301
	Iteration 6F: 3 clusters Score -1734105 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1735272.250000 Penalty: 4965.008301
	Iteration 7F: 3 clusters Score -1735272 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1736021.000000 Penalty: 4965.008301
	Iteration 8Q: 3 clusters Score -1736021 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1736406.625000 Penalty: 4965.008301
	Iteration 9Q: 3 clusters Score -1736407 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1736618.750000 Penalty: 4965.008301
	Iteration 10Q: 3 clusters Score -1736619 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1736749.000000 Penalty: 4965.008301
	Iteration 11Q: 3 clusters Score -1736749 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1736829.750000 Penalty: 4965.008301
	Iteration 12Q: 3 clusters Score -1736830 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1736885.250000 Penalty: 4965.008301
	Iteration 13Q: 3 clusters Score -1736885 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1736928.000000 Penalty: 4965.008301
	Iteration 14Q: 3 clusters Score -1736928 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1736963.250000 Penalty: 4965.008301
	Iteration 15Q: 3 clusters Score -1736963 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1736996.125000 Penalty: 4965.008301
	Iteration 16Q: 3 clusters Score -1736996 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1737021.125000 Penalty: 4965.008301
	Iteration 17Q: 3 clusters Score -1737021 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1737061.375000 Penalty: 4965.008301
	Iteration 18Q: 3 clusters Score -1737061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1737096.125000 Penalty: 4965.008301
	Iteration 19Q: 3 clusters Score -1737096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1737125.750000 Penalty: 4965.008301
	Iteration 20F: 3 clusters Score -1737126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1737166.625000 Penalty: 4965.008301
	Iteration 21Q: 3 clusters Score -1737167 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1737202.250000 Penalty: 4965.008301
	Iteration 22Q: 3 clusters Score -1737202 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1737235.750000 Penalty: 4965.008301
	Iteration 23Q: 3 clusters Score -1737236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1737269.875000 Penalty: 4965.008301
	Iteration 24Q: 3 clusters Score -1737270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1737307.000000 Penalty: 4965.008301
	Iteration 25Q: 3 clusters Score -1737307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1737363.500000 Penalty: 4965.008301
	Iteration 26Q: 3 clusters Score -1737364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1737417.750000 Penalty: 4965.008301
	Iteration 27Q: 3 clusters Score -1737418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1737487.750000 Penalty: 4965.008301
	Iteration 28Q: 3 clusters Score -1737488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1737554.375000 Penalty: 4965.008301
	Iteration 29Q: 3 clusters Score -1737554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1737633.375000 Penalty: 4965.008301
	Iteration 30Q: 3 clusters Score -1737633 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1737707.250000 Penalty: 4965.008301
	Iteration 31Q: 3 clusters Score -1737707 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1737789.000000 Penalty: 4965.008301
	Iteration 32Q: 3 clusters Score -1737789 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1737889.500000 Penalty: 4965.008301
	Iteration 33Q: 3 clusters Score -1737890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1738033.625000 Penalty: 4965.008301
	Iteration 34Q: 3 clusters Score -1738034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1738201.750000 Penalty: 4965.008301
	Iteration 35Q: 3 clusters Score -1738202 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1738337.750000 Penalty: 4965.008301
	Iteration 36Q: 3 clusters Score -1738338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1738400.875000 Penalty: 4965.008301
	Iteration 37Q: 3 clusters Score -1738401 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1738427.125000 Penalty: 4965.008301
	Iteration 38Q: 3 clusters Score -1738427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1738444.125000 Penalty: 4965.008301
	Iteration 39Q: 3 clusters Score -1738444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1738452.625000 Penalty: 4965.008301
	Iteration 40F: 3 clusters Score -1738453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1738455.750000 Penalty: 4965.008301
	Iteration 41Q: 3 clusters Score -1738456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1738458.250000 Penalty: 4965.008301
	Iteration 42Q: 3 clusters Score -1738458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1738463.250000 Penalty: 4965.008301
	Iteration 43Q: 3 clusters Score -1738463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1738466.000000 Penalty: 4965.008301
	Iteration 44Q: 3 clusters Score -1738466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1738468.125000 Penalty: 4965.008301
	Iteration 45Q: 3 clusters Score -1738468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1738470.375000 Penalty: 4965.008301
	Iteration 46Q: 3 clusters Score -1738470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1738473.625000 Penalty: 4965.008301
	Iteration 47Q: 3 clusters Score -1738474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1738472.500000 Penalty: 4965.008301
	Iteration 48Q: 3 clusters Score -1738472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1738473.750000 Penalty: 4965.008301
	Iteration 49Q: 3 clusters Score -1738474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1738473.750000 Penalty: 4965.008301
	Iteration 50F: 3 clusters Score -1738474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -386238.906250 Penalty: 2113.500732
	Iteration 0F: 2 clusters Score -386238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -381692.375000 Penalty: 4227.001465
	Iteration 0F: 3 clusters Score -381692.4 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -382886.531250 Penalty: 4227.001465
	Iteration 1F: 3 clusters Score -382886.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -383325.968750 Penalty: 4227.001465
	Iteration 2F: 3 clusters Score -383326 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -383896.281250 Penalty: 4227.001465
	Iteration 3F: 3 clusters Score -383896.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -384482.156250 Penalty: 4227.001465
	Iteration 4F: 3 clusters Score -384482.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -384916.562500 Penalty: 4227.001465
	Iteration 5F: 3 clusters Score -384916.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -385150.375000 Penalty: 4227.001465
	Iteration 6F: 3 clusters Score -385150.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -385264.593750 Penalty: 4227.001465
	Iteration 7Q: 3 clusters Score -385264.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -385326.562500 Penalty: 4227.001465
	Iteration 8Q: 3 clusters Score -385326.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -385357.875000 Penalty: 4227.001465
	Iteration 9Q: 3 clusters Score -385357.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -385377.156250 Penalty: 4227.001465
	Iteration 10Q: 3 clusters Score -385377.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -385388.000000 Penalty: 4227.001465
	Iteration 11Q: 3 clusters Score -385388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -385392.500000 Penalty: 4227.001465
	Iteration 12Q: 3 clusters Score -385392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -385395.031250 Penalty: 4227.001465
	Iteration 13Q: 3 clusters Score -385395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -385396.625000 Penalty: 4227.001465
	Iteration 14Q: 3 clusters Score -385396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -385396.625000 Penalty: 4227.001465
	Iteration 15Q: 3 clusters Score -385396.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -385398.218750 Penalty: 4227.001465
	Iteration 16Q: 3 clusters Score -385398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -385399.781250 Penalty: 4227.001465
	Iteration 17Q: 3 clusters Score -385399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -385401.218750 Penalty: 4227.001465
	Iteration 18Q: 3 clusters Score -385401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -385402.250000 Penalty: 4227.001465
	Iteration 19Q: 3 clusters Score -385402.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -385402.687500 Penalty: 4227.001465
	Iteration 20F: 3 clusters Score -385402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -385404.062500 Penalty: 4227.001465
	Iteration 21Q: 3 clusters Score -385404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -385404.281250 Penalty: 4227.001465
	Iteration 22Q: 3 clusters Score -385404.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -385405.468750 Penalty: 4227.001465
	Iteration 23Q: 3 clusters Score -385405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -385405.468750 Penalty: 4227.001465
	Iteration 24F: 3 clusters Score -385405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (37314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Entering Unmasked Estep 
Score: -3091111.750000 Penalty: 2610.726562
	Iteration 0F: 2 clusters Score -3091112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3065840.500000 Penalty: 5221.453125
	Iteration 0F: 3 clusters Score -3065840 nChanged 16993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3075232.250000 Penalty: 5221.453125
	Iteration 1F: 3 clusters Score -3075232 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3075788.750000 Penalty: 5221.453125
	Iteration 2Q: 3 clusters Score -3075789 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3076341.500000 Penalty: 5221.453125
	Iteration 3Q: 3 clusters Score -3076342 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3076831.000000 Penalty: 5221.453125
	Iteration 4Q: 3 clusters Score -3076831 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3077337.500000 Penalty: 5221.453125
	Iteration 5Q: 3 clusters Score -3077338 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3077851.500000 Penalty: 5221.453125
	Iteration 6Q: 3 clusters Score -3077852 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3078405.250000 Penalty: 5221.453125
	Iteration 7Q: 3 clusters Score -3078405 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3079014.000000 Penalty: 5221.453125
	Iteration 8Q: 3 clusters Score -3079014 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3079727.250000 Penalty: 5221.453125
	Iteration 9Q: 3 clusters Score -3079727 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3080532.750000 Penalty: 5221.453125
	Iteration 10Q: 3 clusters Score -3080533 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3081384.000000 Penalty: 5221.453125
	Iteration 11Q: 3 clusters Score -3081384 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3082317.000000 Penalty: 5221.453125
	Iteration 12Q: 3 clusters Score -3082317 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3083162.750000 Penalty: 5221.453125
	Iteration 13Q: 3 clusters Score -3083163 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3083833.000000 Penalty: 5221.453125
	Iteration 14Q: 3 clusters Score -3083833 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3084230.500000 Penalty: 5221.453125
	Iteration 15Q: 3 clusters Score -3084230 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3084469.750000 Penalty: 5221.453125
	Iteration 16Q: 3 clusters Score -3084470 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3084626.250000 Penalty: 5221.453125
	Iteration 17Q: 3 clusters Score -3084626 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3084754.500000 Penalty: 5221.453125
	Iteration 18Q: 3 clusters Score -3084754 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3084861.250000 Penalty: 5221.453125
	Iteration 19Q: 3 clusters Score -3084861 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3084996.750000 Penalty: 5221.453125
	Iteration 20F: 3 clusters Score -3084997 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3085120.500000 Penalty: 5221.453125
	Iteration 21Q: 3 clusters Score -3085120 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3085300.000000 Penalty: 5221.453125
	Iteration 22Q: 3 clusters Score -3085300 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3085459.500000 Penalty: 5221.453125
	Iteration 23Q: 3 clusters Score -3085460 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3085617.500000 Penalty: 5221.453125
	Iteration 24Q: 3 clusters Score -3085618 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3085766.000000 Penalty: 5221.453125
	Iteration 25Q: 3 clusters Score -3085766 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3085929.750000 Penalty: 5221.453125
	Iteration 26Q: 3 clusters Score -3085930 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3086095.250000 Penalty: 5221.453125
	Iteration 27Q: 3 clusters Score -3086095 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3086274.000000 Penalty: 5221.453125
	Iteration 28Q: 3 clusters Score -3086274 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3086459.250000 Penalty: 5221.453125
	Iteration 29Q: 3 clusters Score -3086459 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3086634.750000 Penalty: 5221.453125
	Iteration 30Q: 3 clusters Score -3086635 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3086827.750000 Penalty: 5221.453125
	Iteration 31Q: 3 clusters Score -3086828 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3086978.750000 Penalty: 5221.453125
	Iteration 32Q: 3 clusters Score -3086979 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3087152.750000 Penalty: 5221.453125
	Iteration 33Q: 3 clusters Score -3087153 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3087323.750000 Penalty: 5221.453125
	Iteration 34Q: 3 clusters Score -3087324 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3087485.750000 Penalty: 5221.453125
	Iteration 35Q: 3 clusters Score -3087486 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3087687.000000 Penalty: 5221.453125
	Iteration 36Q: 3 clusters Score -3087687 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3087850.750000 Penalty: 5221.453125
	Iteration 37Q: 3 clusters Score -3087851 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3088003.750000 Penalty: 5221.453125
	Iteration 38Q: 3 clusters Score -3088004 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3088167.500000 Penalty: 5221.453125
	Iteration 39Q: 3 clusters Score -3088168 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3088311.500000 Penalty: 5221.453125
	Iteration 40F: 3 clusters Score -3088312 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3088408.250000 Penalty: 5221.453125
	Iteration 41Q: 3 clusters Score -3088408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3088509.250000 Penalty: 5221.453125
	Iteration 42Q: 3 clusters Score -3088509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3088591.750000 Penalty: 5221.453125
	Iteration 43Q: 3 clusters Score -3088592 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3088666.000000 Penalty: 5221.453125
	Iteration 44Q: 3 clusters Score -3088666 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3088707.750000 Penalty: 5221.453125
	Iteration 45Q: 3 clusters Score -3088708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3088761.750000 Penalty: 5221.453125
	Iteration 46Q: 3 clusters Score -3088762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3088810.250000 Penalty: 5221.453125
	Iteration 47Q: 3 clusters Score -3088810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3088850.750000 Penalty: 5221.453125
	Iteration 48Q: 3 clusters Score -3088851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3088882.750000 Penalty: 5221.453125
	Iteration 49Q: 3 clusters Score -3088883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3088905.500000 Penalty: 5221.453125
	Iteration 50Q: 3 clusters Score -3088906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3088929.000000 Penalty: 5221.453125
	Iteration 51Q: 3 clusters Score -3088929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3088940.250000 Penalty: 5221.453125
	Iteration 52Q: 3 clusters Score -3088940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3088942.750000 Penalty: 5221.453125
	Iteration 53Q: 3 clusters Score -3088943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3088945.000000 Penalty: 5221.453125
	Iteration 54Q: 3 clusters Score -3088945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3088962.250000 Penalty: 5221.453125
	Iteration 55Q: 3 clusters Score -3088962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3088960.500000 Penalty: 5221.453125
	Iteration 56Q: 3 clusters Score -3088960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3088969.250000 Penalty: 5221.453125
	Iteration 57Q: 3 clusters Score -3088969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3088968.500000 Penalty: 5221.453125
	Iteration 58Q: 3 clusters Score -3088968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3088973.000000 Penalty: 5221.453125
	Iteration 59Q: 3 clusters Score -3088973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3088975.000000 Penalty: 5221.453125
	Iteration 60F: 3 clusters Score -3088975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3088981.250000 Penalty: 5221.453125
	Iteration 61Q: 3 clusters Score -3088981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3088987.000000 Penalty: 5221.453125
	Iteration 62Q: 3 clusters Score -3088987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3088990.000000 Penalty: 5221.453125
	Iteration 63Q: 3 clusters Score -3088990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3088990.000000 Penalty: 5221.453125
	Iteration 64Q: 3 clusters Score -3088990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3088986.250000 Penalty: 5221.453125
	Iteration 65Q: 3 clusters Score -3088986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3088987.500000 Penalty: 5221.453125
	Iteration 66Q: 3 clusters Score -3088988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3088984.250000 Penalty: 5221.453125
	Iteration 67Q: 3 clusters Score -3088984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3088985.000000 Penalty: 5221.453125
	Iteration 68Q: 3 clusters Score -3088985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3088986.500000 Penalty: 5221.453125
	Iteration 69Q: 3 clusters Score -3088986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3088985.750000 Penalty: 5221.453125
	Iteration 70Q: 3 clusters Score -3088986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3088984.250000 Penalty: 5221.453125
	Iteration 71Q: 3 clusters Score -3088984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3088984.750000 Penalty: 5221.453125
	Iteration 72Q: 3 clusters Score -3088985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3088984.750000 Penalty: 5221.453125
	Iteration 73Q: 3 clusters Score -3088985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3088984.750000 Penalty: 5221.453125
	Iteration 74F: 3 clusters Score -3088985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 20019 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 14112 members 
Mstep: Class 5 contains 167188 members 
Mstep: Class 6 contains 18268 members 
Mstep: Class 7 contains 7392 members 
Mstep: Class 8 contains 165773 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4256 members 
Mstep: Class 11 contains 31584 members 
Mstep: Class 12 contains 13801 members 
Mstep: Class 13 contains 25158 members 
Mstep: Class 14 contains 166990 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 18377 members 
Mstep: Class 18 contains 100878 members 
Mstep: Class 19 contains 861418 members 
Mstep: Class 20 contains 16186 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29238 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 22250 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142757392.000000 Penalty: 107249.625000
Iteration 79Q: 31 clusters Score -1.427574e+08 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 20134 members 
Mstep: Class 3 contains 2446 members 
Mstep: Class 4 contains 14169 members 
Mstep: Class 5 contains 164988 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 8 contains 165987 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4214 members 
Mstep: Class 11 contains 31332 members 
Mstep: Class 12 contains 13806 members 
Mstep: Class 13 contains 25261 members 
Mstep: Class 14 contains 168512 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 18485 members 
Mstep: Class 18 contains 101216 members 
Mstep: Class 19 contains 861951 members 
Mstep: Class 20 contains 16289 members 
Mstep: Class 21 contains 15406 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29395 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 22233 members 
Mstep: Class 27 contains 5025 members 
Mstep: Class 28 contains 37634 members 
Mstep: Class 29 contains 27571 members 
Mstep: Class 30 contains 15449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142759664.000000 Penalty: 107249.625000
Iteration 80F: 31 clusters Score -1.427597e+08 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 20206 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 14194 members 
Mstep: Class 5 contains 162783 members 
Mstep: Class 6 contains 18369 members 
Mstep: Class 7 contains 7437 members 
Mstep: Class 8 contains 165963 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 31126 members 
Mstep: Class 12 contains 13828 members 
Mstep: Class 13 contains 25309 members 
Mstep: Class 14 contains 169675 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5043 members 
Mstep: Class 17 contains 18578 members 
Mstep: Class 18 contains 101325 members 
Mstep: Class 19 contains 861312 members 
Mstep: Class 20 contains 16228 members 
Mstep: Class 21 contains 15476 members 
Mstep: Class 22 contains 3292 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29566 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 22188 members 
Mstep: Class 27 contains 5021 members 
Mstep: Class 28 contains 37814 members 
Mstep: Class 29 contains 28524 members 
Mstep: Class 30 contains 15709 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 31 clusters Score -1.427611e+08 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 20293 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 14221 members 
Mstep: Class 5 contains 160767 members 
Mstep: Class 6 contains 18375 members 
Mstep: Class 7 contains 7460 members 
Mstep: Class 8 contains 165944 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 30955 members 
Mstep: Class 12 contains 13862 members 
Mstep: Class 13 contains 25333 members 
Mstep: Class 14 contains 170940 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 18669 members 
Mstep: Class 18 contains 101424 members 
Mstep: Class 19 contains 860786 members 
Mstep: Class 20 contains 16182 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29728 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 22159 members 
Mstep: Class 27 contains 5017 members 
Mstep: Class 28 contains 37988 members 
Mstep: Class 29 contains 29178 members 
Mstep: Class 30 contains 15863 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 31 clusters Score -1.427617e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 20385 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 14244 members 
Mstep: Class 5 contains 158875 members 
Mstep: Class 6 contains 18372 members 
Mstep: Class 7 contains 7482 members 
Mstep: Class 8 contains 165904 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 4118 members 
Mstep: Class 11 contains 30810 members 
Mstep: Class 12 contains 13907 members 
Mstep: Class 13 contains 25357 members 
Mstep: Class 14 contains 172322 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 18753 members 
Mstep: Class 18 contains 101503 members 
Mstep: Class 19 contains 860270 members 
Mstep: Class 20 contains 16123 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 29871 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 22132 members 
Mstep: Class 27 contains 5010 members 
Mstep: Class 28 contains 38133 members 
Mstep: Class 29 contains 29687 members 
Mstep: Class 30 contains 15997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142762752.000000 Penalty: 107249.625000
Iteration 83Q: 31 clusters Score -1.427628e+08 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 20461 members 
Mstep: Class 3 contains 2515 members 
Mstep: Class 4 contains 14278 members 
Mstep: Class 5 contains 157082 members 
Mstep: Class 6 contains 18390 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 165848 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 30682 members 
Mstep: Class 12 contains 13918 members 
Mstep: Class 13 contains 25361 members 
Mstep: Class 14 contains 173737 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5036 members 
Mstep: Class 17 contains 18824 members 
Mstep: Class 18 contains 101602 members 
Mstep: Class 19 contains 859795 members 
Mstep: Class 20 contains 16051 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30021 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 22114 members 
Mstep: Class 27 contains 5004 members 
Mstep: Class 28 contains 38242 members 
Mstep: Class 29 contains 30094 members 
Mstep: Class 30 contains 16127 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 31 clusters Score -1.427638e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 20552 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 14309 members 
Mstep: Class 5 contains 155396 members 
Mstep: Class 6 contains 18407 members 
Mstep: Class 7 contains 7517 members 
Mstep: Class 8 contains 165769 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 30591 members 
Mstep: Class 12 contains 13953 members 
Mstep: Class 13 contains 25357 members 
Mstep: Class 14 contains 175118 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 18907 members 
Mstep: Class 18 contains 101674 members 
Mstep: Class 19 contains 859283 members 
Mstep: Class 20 contains 15991 members 
Mstep: Class 21 contains 15667 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30144 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 22112 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 38327 members 
Mstep: Class 29 contains 30453 members 
Mstep: Class 30 contains 16252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764064.000000 Penalty: 107249.625000
Iteration 85Q: 31 clusters Score -1.427641e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 20629 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 153801 members 
Mstep: Class 6 contains 18388 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 165673 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 30527 members 
Mstep: Class 12 contains 13990 members 
Mstep: Class 13 contains 25362 members 
Mstep: Class 14 contains 176479 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 18992 members 
Mstep: Class 18 contains 101744 members 
Mstep: Class 19 contains 858858 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 15706 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30259 members 
Mstep: Class 25 contains 8808 members 
Mstep: Class 26 contains 22100 members 
Mstep: Class 27 contains 4991 members 
Mstep: Class 28 contains 38403 members 
Mstep: Class 29 contains 30735 members 
Mstep: Class 30 contains 16356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764384.000000 Penalty: 107249.625000
Iteration 86Q: 31 clusters Score -1.427644e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 20692 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 4 contains 14356 members 
Mstep: Class 5 contains 152310 members 
Mstep: Class 6 contains 18371 members 
Mstep: Class 7 contains 7551 members 
Mstep: Class 8 contains 165565 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 30499 members 
Mstep: Class 12 contains 14043 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 177803 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 19078 members 
Mstep: Class 18 contains 101813 members 
Mstep: Class 19 contains 858481 members 
Mstep: Class 20 contains 15873 members 
Mstep: Class 21 contains 15725 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30352 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 22082 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 38476 members 
Mstep: Class 29 contains 30950 members 
Mstep: Class 30 contains 16434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764960.000000 Penalty: 107249.625000
Iteration 87Q: 31 clusters Score -1.42765e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 20741 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 150967 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 7565 members 
Mstep: Class 8 contains 165431 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 30485 members 
Mstep: Class 12 contains 14087 members 
Mstep: Class 13 contains 25306 members 
Mstep: Class 14 contains 179164 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5032 members 
Mstep: Class 17 contains 19154 members 
Mstep: Class 18 contains 101874 members 
Mstep: Class 19 contains 858102 members 
Mstep: Class 20 contains 15823 members 
Mstep: Class 21 contains 15754 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30437 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 22055 members 
Mstep: Class 27 contains 4984 members 
Mstep: Class 28 contains 38503 members 
Mstep: Class 29 contains 31116 members 
Mstep: Class 30 contains 16507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765312.000000 Penalty: 107249.625000
Iteration 88Q: 31 clusters Score -1.427653e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 20789 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 14414 members 
Mstep: Class 5 contains 149629 members 
Mstep: Class 6 contains 18351 members 
Mstep: Class 7 contains 7572 members 
Mstep: Class 8 contains 165312 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 30469 members 
Mstep: Class 12 contains 14112 members 
Mstep: Class 13 contains 25272 members 
Mstep: Class 14 contains 180461 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5026 members 
Mstep: Class 17 contains 19240 members 
Mstep: Class 18 contains 101916 members 
Mstep: Class 19 contains 857753 members 
Mstep: Class 20 contains 15768 members 
Mstep: Class 21 contains 15762 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30524 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 22042 members 
Mstep: Class 27 contains 4982 members 
Mstep: Class 28 contains 38533 members 
Mstep: Class 29 contains 31280 members 
Mstep: Class 30 contains 16592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764992.000000 Penalty: 107249.625000
Iteration 89Q: 31 clusters Score -1.42765e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 20815 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 14436 members 
Mstep: Class 5 contains 148363 members 
Mstep: Class 6 contains 18373 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 165194 members 
Mstep: Class 9 contains 1446 members 
Mstep: Class 10 contains 3979 members 
Mstep: Class 11 contains 30471 members 
Mstep: Class 12 contains 14130 members 
Mstep: Class 13 contains 25227 members 
Mstep: Class 14 contains 181710 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5028 members 
Mstep: Class 17 contains 19342 members 
Mstep: Class 18 contains 101912 members 
Mstep: Class 19 contains 857473 members 
Mstep: Class 20 contains 15705 members 
Mstep: Class 21 contains 15769 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30602 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 22024 members 
Mstep: Class 27 contains 4981 members 
Mstep: Class 28 contains 38566 members 
Mstep: Class 29 contains 31404 members 
Mstep: Class 30 contains 16699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765040.000000 Penalty: 107249.625000
Iteration 90Q: 31 clusters Score -1.42765e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 20839 members 
Mstep: Class 3 contains 2647 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 147182 members 
Mstep: Class 6 contains 18419 members 
Mstep: Class 7 contains 7584 members 
Mstep: Class 8 contains 165084 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3959 members 
Mstep: Class 11 contains 30481 members 
Mstep: Class 12 contains 14154 members 
Mstep: Class 13 contains 25169 members 
Mstep: Class 14 contains 182942 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5027 members 
Mstep: Class 17 contains 19415 members 
Mstep: Class 18 contains 101899 members 
Mstep: Class 19 contains 857166 members 
Mstep: Class 20 contains 15639 members 
Mstep: Class 21 contains 15789 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30670 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 22007 members 
Mstep: Class 27 contains 4980 members 
Mstep: Class 28 contains 38583 members 
Mstep: Class 29 contains 31512 members 
Mstep: Class 30 contains 16803 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 31 clusters Score -1.427655e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 20890 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 14466 members 
Mstep: Class 5 contains 146026 members 
Mstep: Class 6 contains 18441 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 164972 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 30495 members 
Mstep: Class 12 contains 14186 members 
Mstep: Class 13 contains 25139 members 
Mstep: Class 14 contains 184200 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 101881 members 
Mstep: Class 19 contains 856826 members 
Mstep: Class 20 contains 15577 members 
Mstep: Class 21 contains 15812 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30726 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 21997 members 
Mstep: Class 27 contains 4980 members 
Mstep: Class 28 contains 38591 members 
Mstep: Class 29 contains 31597 members 
Mstep: Class 30 contains 16902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765200.000000 Penalty: 107249.625000
Iteration 92Q: 31 clusters Score -1.427652e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 20925 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 14479 members 
Mstep: Class 5 contains 144949 members 
Mstep: Class 6 contains 18462 members 
Mstep: Class 7 contains 7587 members 
Mstep: Class 8 contains 164877 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 30500 members 
Mstep: Class 12 contains 14219 members 
Mstep: Class 13 contains 25108 members 
Mstep: Class 14 contains 185423 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 19533 members 
Mstep: Class 18 contains 101846 members 
Mstep: Class 19 contains 856544 members 
Mstep: Class 20 contains 15540 members 
Mstep: Class 21 contains 15822 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30802 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 21981 members 
Mstep: Class 27 contains 4979 members 
Mstep: Class 28 contains 38581 members 
Mstep: Class 29 contains 31632 members 
Mstep: Class 30 contains 16994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764864.000000 Penalty: 107249.625000
Iteration 93Q: 31 clusters Score -1.427649e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 14499 members 
Mstep: Class 5 contains 143954 members 
Mstep: Class 6 contains 18487 members 
Mstep: Class 7 contains 7586 members 
Mstep: Class 8 contains 164809 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3906 members 
Mstep: Class 11 contains 30506 members 
Mstep: Class 12 contains 14232 members 
Mstep: Class 13 contains 25058 members 
Mstep: Class 14 contains 186565 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 19599 members 
Mstep: Class 18 contains 101807 members 
Mstep: Class 19 contains 856292 members 
Mstep: Class 20 contains 15511 members 
Mstep: Class 21 contains 15826 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30880 members 
Mstep: Class 25 contains 8807 members 
Mstep: Class 26 contains 21970 members 
Mstep: Class 27 contains 4978 members 
Mstep: Class 28 contains 38586 members 
Mstep: Class 29 contains 31646 members 
Mstep: Class 30 contains 17083 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 31 clusters Score -1.427646e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 20956 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 14509 members 
Mstep: Class 5 contains 142999 members 
Mstep: Class 6 contains 18520 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 164742 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 30526 members 
Mstep: Class 12 contains 14243 members 
Mstep: Class 13 contains 25005 members 
Mstep: Class 14 contains 187675 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 101778 members 
Mstep: Class 19 contains 856059 members 
Mstep: Class 20 contains 15486 members 
Mstep: Class 21 contains 15839 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 30949 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 21959 members 
Mstep: Class 27 contains 4975 members 
Mstep: Class 28 contains 38585 members 
Mstep: Class 29 contains 31642 members 
Mstep: Class 30 contains 17161 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 31 clusters Score -1.427648e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 20982 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 14521 members 
Mstep: Class 5 contains 142095 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 164677 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3883 members 
Mstep: Class 11 contains 30542 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 24949 members 
Mstep: Class 14 contains 188755 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5020 members 
Mstep: Class 17 contains 19676 members 
Mstep: Class 18 contains 101718 members 
Mstep: Class 19 contains 855857 members 
Mstep: Class 20 contains 15471 members 
Mstep: Class 21 contains 15850 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3474 members 
Mstep: Class 24 contains 31016 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21939 members 
Mstep: Class 27 contains 4975 members 
Mstep: Class 28 contains 38592 members 
Mstep: Class 29 contains 31616 members 
Mstep: Class 30 contains 17234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765008.000000 Penalty: 107249.625000
Iteration 96Q: 31 clusters Score -1.42765e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 21011 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 14531 members 
Mstep: Class 5 contains 141268 members 
Mstep: Class 6 contains 18603 members 
Mstep: Class 7 contains 7589 members 
Mstep: Class 8 contains 164607 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 30564 members 
Mstep: Class 12 contains 14285 members 
Mstep: Class 13 contains 24886 members 
Mstep: Class 14 contains 189730 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 19698 members 
Mstep: Class 18 contains 101670 members 
Mstep: Class 19 contains 855664 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 15862 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31107 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21925 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 38588 members 
Mstep: Class 29 contains 31592 members 
Mstep: Class 30 contains 17300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765024.000000 Penalty: 107249.625000
Iteration 97Q: 31 clusters Score -1.42765e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 21019 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 14550 members 
Mstep: Class 5 contains 140487 members 
Mstep: Class 6 contains 18650 members 
Mstep: Class 7 contains 7593 members 
Mstep: Class 8 contains 164551 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 30588 members 
Mstep: Class 12 contains 14299 members 
Mstep: Class 13 contains 24821 members 
Mstep: Class 14 contains 190670 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 19706 members 
Mstep: Class 18 contains 101613 members 
Mstep: Class 19 contains 855490 members 
Mstep: Class 20 contains 15439 members 
Mstep: Class 21 contains 15881 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31203 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21908 members 
Mstep: Class 27 contains 4973 members 
Mstep: Class 28 contains 38579 members 
Mstep: Class 29 contains 31564 members 
Mstep: Class 30 contains 17358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764704.000000 Penalty: 107249.625000
Iteration 98Q: 31 clusters Score -1.427647e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 21029 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 139765 members 
Mstep: Class 6 contains 18687 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 164494 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 30598 members 
Mstep: Class 12 contains 14323 members 
Mstep: Class 13 contains 24741 members 
Mstep: Class 14 contains 191594 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 19715 members 
Mstep: Class 18 contains 101557 members 
Mstep: Class 19 contains 855316 members 
Mstep: Class 20 contains 15437 members 
Mstep: Class 21 contains 15896 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31291 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21903 members 
Mstep: Class 27 contains 4972 members 
Mstep: Class 28 contains 38563 members 
Mstep: Class 29 contains 31540 members 
Mstep: Class 30 contains 17408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764832.000000 Penalty: 107249.625000
Iteration 99Q: 31 clusters Score -1.427648e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 21028 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 14578 members 
Mstep: Class 5 contains 139071 members 
Mstep: Class 6 contains 18707 members 
Mstep: Class 7 contains 7599 members 
Mstep: Class 8 contains 164450 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3840 members 
Mstep: Class 11 contains 30608 members 
Mstep: Class 12 contains 14335 members 
Mstep: Class 13 contains 24675 members 
Mstep: Class 14 contains 192469 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19731 members 
Mstep: Class 18 contains 101507 members 
Mstep: Class 19 contains 855161 members 
Mstep: Class 20 contains 15425 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31359 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21897 members 
Mstep: Class 27 contains 4972 members 
Mstep: Class 28 contains 38550 members 
Mstep: Class 29 contains 31516 members 
Mstep: Class 30 contains 17469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765040.000000 Penalty: 107249.625000
Iteration 100F: 31 clusters Score -1.42765e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 21039 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 14591 members 
Mstep: Class 5 contains 138407 members 
Mstep: Class 6 contains 18726 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 164404 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 30637 members 
Mstep: Class 12 contains 14350 members 
Mstep: Class 13 contains 24619 members 
Mstep: Class 14 contains 193327 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19735 members 
Mstep: Class 18 contains 101459 members 
Mstep: Class 19 contains 855022 members 
Mstep: Class 20 contains 15414 members 
Mstep: Class 21 contains 15925 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31416 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21893 members 
Mstep: Class 27 contains 4971 members 
Mstep: Class 28 contains 38521 members 
Mstep: Class 29 contains 31471 members 
Mstep: Class 30 contains 17516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765136.000000 Penalty: 107249.625000
Iteration 101Q: 31 clusters Score -1.427651e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 21042 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 14602 members 
Mstep: Class 5 contains 137752 members 
Mstep: Class 6 contains 18731 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 164369 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3834 members 
Mstep: Class 11 contains 30670 members 
Mstep: Class 12 contains 14352 members 
Mstep: Class 13 contains 24557 members 
Mstep: Class 14 contains 194134 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5026 members 
Mstep: Class 17 contains 19740 members 
Mstep: Class 18 contains 101428 members 
Mstep: Class 19 contains 854935 members 
Mstep: Class 20 contains 15390 members 
Mstep: Class 21 contains 15934 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31487 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 21885 members 
Mstep: Class 27 contains 4970 members 
Mstep: Class 28 contains 38500 members 
Mstep: Class 29 contains 31421 members 
Mstep: Class 30 contains 17566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765200.000000 Penalty: 107249.625000
Iteration 102Q: 31 clusters Score -1.427652e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 21047 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 14609 members 
Mstep: Class 5 contains 137226 members 
Mstep: Class 6 contains 18744 members 
Mstep: Class 7 contains 7606 members 
Mstep: Class 8 contains 164328 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 30688 members 
Mstep: Class 12 contains 14359 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 194849 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19733 members 
Mstep: Class 18 contains 101379 members 
Mstep: Class 19 contains 854838 members 
Mstep: Class 20 contains 15364 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31549 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 21884 members 
Mstep: Class 27 contains 4969 members 
Mstep: Class 28 contains 38479 members 
Mstep: Class 29 contains 31364 members 
Mstep: Class 30 contains 17616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765328.000000 Penalty: 107249.625000
Iteration 103Q: 31 clusters Score -1.427653e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 14615 members 
Mstep: Class 5 contains 136704 members 
Mstep: Class 6 contains 18758 members 
Mstep: Class 7 contains 7607 members 
Mstep: Class 8 contains 164280 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 30703 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 24449 members 
Mstep: Class 14 contains 195567 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19733 members 
Mstep: Class 18 contains 101337 members 
Mstep: Class 19 contains 854726 members 
Mstep: Class 20 contains 15339 members 
Mstep: Class 21 contains 15959 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31621 members 
Mstep: Class 25 contains 8806 members 
Mstep: Class 26 contains 21885 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 38453 members 
Mstep: Class 29 contains 31309 members 
Mstep: Class 30 contains 17666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765440.000000 Penalty: 107249.625000
Iteration 104Q: 31 clusters Score -1.427654e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 21069 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 14622 members 
Mstep: Class 5 contains 136190 members 
Mstep: Class 6 contains 18770 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 164246 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 30722 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 24393 members 
Mstep: Class 14 contains 196291 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19743 members 
Mstep: Class 18 contains 101289 members 
Mstep: Class 19 contains 854635 members 
Mstep: Class 20 contains 15308 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31681 members 
Mstep: Class 25 contains 8804 members 
Mstep: Class 26 contains 21886 members 
Mstep: Class 27 contains 4967 members 
Mstep: Class 28 contains 38408 members 
Mstep: Class 29 contains 31245 members 
Mstep: Class 30 contains 17714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765632.000000 Penalty: 107249.625000
Iteration 105Q: 31 clusters Score -1.427656e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 21084 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 135718 members 
Mstep: Class 6 contains 18786 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 164221 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 30748 members 
Mstep: Class 12 contains 14366 members 
Mstep: Class 13 contains 24332 members 
Mstep: Class 14 contains 196967 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19749 members 
Mstep: Class 18 contains 101245 members 
Mstep: Class 19 contains 854523 members 
Mstep: Class 20 contains 15289 members 
Mstep: Class 21 contains 15966 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31746 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 21885 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 38378 members 
Mstep: Class 29 contains 31175 members 
Mstep: Class 30 contains 17755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766096.000000 Penalty: 107249.625000
Iteration 106Q: 31 clusters Score -1.427661e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 21096 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 14625 members 
Mstep: Class 5 contains 135301 members 
Mstep: Class 6 contains 18803 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 164191 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 30768 members 
Mstep: Class 12 contains 14363 members 
Mstep: Class 13 contains 24282 members 
Mstep: Class 14 contains 197575 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19752 members 
Mstep: Class 18 contains 101206 members 
Mstep: Class 19 contains 854407 members 
Mstep: Class 20 contains 15267 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31803 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 21886 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 38353 members 
Mstep: Class 29 contains 31117 members 
Mstep: Class 30 contains 17796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766272.000000 Penalty: 107249.625000
Iteration 107Q: 31 clusters Score -1.427663e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 21108 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 14628 members 
Mstep: Class 5 contains 134889 members 
Mstep: Class 6 contains 18812 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 164161 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 30776 members 
Mstep: Class 12 contains 14362 members 
Mstep: Class 13 contains 24249 members 
Mstep: Class 14 contains 198178 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19753 members 
Mstep: Class 18 contains 101180 members 
Mstep: Class 19 contains 854285 members 
Mstep: Class 20 contains 15251 members 
Mstep: Class 21 contains 15981 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31861 members 
Mstep: Class 25 contains 8805 members 
Mstep: Class 26 contains 21881 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38319 members 
Mstep: Class 29 contains 31066 members 
Mstep: Class 30 contains 17842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766352.000000 Penalty: 107249.625000
Iteration 108Q: 31 clusters Score -1.427664e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 21122 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 14630 members 
Mstep: Class 5 contains 134503 members 
Mstep: Class 6 contains 18812 members 
Mstep: Class 7 contains 7613 members 
Mstep: Class 8 contains 164148 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3817 members 
Mstep: Class 11 contains 30788 members 
Mstep: Class 12 contains 14365 members 
Mstep: Class 13 contains 24210 members 
Mstep: Class 14 contains 198722 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19754 members 
Mstep: Class 18 contains 101141 members 
Mstep: Class 19 contains 854195 members 
Mstep: Class 20 contains 15220 members 
Mstep: Class 21 contains 15984 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31920 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21878 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38282 members 
Mstep: Class 29 contains 31025 members 
Mstep: Class 30 contains 17900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766320.000000 Penalty: 107249.625000
Iteration 109Q: 31 clusters Score -1.427663e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 21131 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 14638 members 
Mstep: Class 5 contains 134104 members 
Mstep: Class 6 contains 18824 members 
Mstep: Class 7 contains 7612 members 
Mstep: Class 8 contains 164131 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 30799 members 
Mstep: Class 12 contains 14368 members 
Mstep: Class 13 contains 24159 members 
Mstep: Class 14 contains 199263 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5025 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 101108 members 
Mstep: Class 19 contains 854102 members 
Mstep: Class 20 contains 15193 members 
Mstep: Class 21 contains 15988 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 31984 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 21872 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38248 members 
Mstep: Class 29 contains 30987 members 
Mstep: Class 30 contains 17964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766336.000000 Penalty: 107249.625000
Iteration 110Q: 31 clusters Score -1.427663e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 21134 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 14633 members 
Mstep: Class 5 contains 133746 members 
Mstep: Class 6 contains 18835 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 164116 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 11 contains 30817 members 
Mstep: Class 12 contains 14371 members 
Mstep: Class 13 contains 24108 members 
Mstep: Class 14 contains 199741 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 19754 members 
Mstep: Class 18 contains 101075 members 
Mstep: Class 19 contains 854032 members 
Mstep: Class 20 contains 15161 members 
Mstep: Class 21 contains 15994 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32051 members 
Mstep: Class 25 contains 8801 members 
Mstep: Class 26 contains 21870 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38219 members 
Mstep: Class 29 contains 30947 members 
Mstep: Class 30 contains 18018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766560.000000 Penalty: 107249.625000
Iteration 111Q: 31 clusters Score -1.427666e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 21131 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 14630 members 
Mstep: Class 5 contains 133404 members 
Mstep: Class 6 contains 18845 members 
Mstep: Class 7 contains 7615 members 
Mstep: Class 8 contains 164084 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 30834 members 
Mstep: Class 12 contains 14371 members 
Mstep: Class 13 contains 24043 members 
Mstep: Class 14 contains 200249 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 19758 members 
Mstep: Class 18 contains 101037 members 
Mstep: Class 19 contains 853970 members 
Mstep: Class 20 contains 15131 members 
Mstep: Class 21 contains 15997 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32113 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21867 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38192 members 
Mstep: Class 29 contains 30909 members 
Mstep: Class 30 contains 18068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766560.000000 Penalty: 107249.625000
Iteration 112Q: 31 clusters Score -1.427666e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 21136 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 133037 members 
Mstep: Class 6 contains 18849 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 8 contains 164046 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 30849 members 
Mstep: Class 12 contains 14369 members 
Mstep: Class 13 contains 23992 members 
Mstep: Class 14 contains 200759 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19764 members 
Mstep: Class 18 contains 101005 members 
Mstep: Class 19 contains 853923 members 
Mstep: Class 20 contains 15090 members 
Mstep: Class 21 contains 15998 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32163 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21866 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38172 members 
Mstep: Class 29 contains 30868 members 
Mstep: Class 30 contains 18119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766400.000000 Penalty: 107249.625000
Iteration 113Q: 31 clusters Score -1.427664e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 21137 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 14629 members 
Mstep: Class 5 contains 132704 members 
Mstep: Class 6 contains 18851 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 164021 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3803 members 
Mstep: Class 11 contains 30858 members 
Mstep: Class 12 contains 14364 members 
Mstep: Class 13 contains 23939 members 
Mstep: Class 14 contains 201226 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19764 members 
Mstep: Class 18 contains 100976 members 
Mstep: Class 19 contains 853876 members 
Mstep: Class 20 contains 15057 members 
Mstep: Class 21 contains 15999 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32208 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21866 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38150 members 
Mstep: Class 29 contains 30830 members 
Mstep: Class 30 contains 18182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766704.000000 Penalty: 107249.625000
Iteration 114Q: 31 clusters Score -1.427667e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 21140 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 132408 members 
Mstep: Class 6 contains 18855 members 
Mstep: Class 7 contains 7625 members 
Mstep: Class 8 contains 164006 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 30872 members 
Mstep: Class 12 contains 14360 members 
Mstep: Class 13 contains 23904 members 
Mstep: Class 14 contains 201649 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19763 members 
Mstep: Class 18 contains 100943 members 
Mstep: Class 19 contains 853808 members 
Mstep: Class 20 contains 15020 members 
Mstep: Class 21 contains 16003 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32250 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21867 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38123 members 
Mstep: Class 29 contains 30805 members 
Mstep: Class 30 contains 18238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766752.000000 Penalty: 107249.625000
Iteration 115Q: 31 clusters Score -1.427668e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 21145 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 14627 members 
Mstep: Class 5 contains 132133 members 
Mstep: Class 6 contains 18858 members 
Mstep: Class 7 contains 7629 members 
Mstep: Class 8 contains 163986 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 30884 members 
Mstep: Class 12 contains 14361 members 
Mstep: Class 13 contains 23856 members 
Mstep: Class 14 contains 202054 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19761 members 
Mstep: Class 18 contains 100910 members 
Mstep: Class 19 contains 853756 members 
Mstep: Class 20 contains 14987 members 
Mstep: Class 21 contains 16003 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32292 members 
Mstep: Class 25 contains 8802 members 
Mstep: Class 26 contains 21866 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38094 members 
Mstep: Class 29 contains 30787 members 
Mstep: Class 30 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766608.000000 Penalty: 107249.625000
Iteration 116Q: 31 clusters Score -1.427666e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 21149 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 131854 members 
Mstep: Class 6 contains 18867 members 
Mstep: Class 7 contains 7635 members 
Mstep: Class 8 contains 163971 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3802 members 
Mstep: Class 11 contains 30892 members 
Mstep: Class 12 contains 14361 members 
Mstep: Class 13 contains 23818 members 
Mstep: Class 14 contains 202457 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5022 members 
Mstep: Class 17 contains 19758 members 
Mstep: Class 18 contains 100888 members 
Mstep: Class 19 contains 853678 members 
Mstep: Class 20 contains 14954 members 
Mstep: Class 21 contains 16005 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32331 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21867 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38075 members 
Mstep: Class 29 contains 30764 members 
Mstep: Class 30 contains 18342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766768.000000 Penalty: 107249.625000
Iteration 117Q: 31 clusters Score -1.427668e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 21148 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 14629 members 
Mstep: Class 5 contains 131601 members 
Mstep: Class 6 contains 18869 members 
Mstep: Class 7 contains 7642 members 
Mstep: Class 8 contains 163943 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3800 members 
Mstep: Class 11 contains 30904 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23790 members 
Mstep: Class 14 contains 202828 members 
Mstep: Class 15 contains 1182 members 
Mstep: Class 16 contains 5021 members 
Mstep: Class 17 contains 19755 members 
Mstep: Class 18 contains 100862 members 
Mstep: Class 19 contains 853606 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 16007 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32369 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21870 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38060 members 
Mstep: Class 29 contains 30747 members 
Mstep: Class 30 contains 18384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766608.000000 Penalty: 107249.625000
Iteration 118Q: 31 clusters Score -1.427666e+08 nChanged 736
Entering ConstructFrom: 
Score: -142766608.000000 Penalty: 107249.625000
Entering ConstructFrom: 
Trying to split cluster 1 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -814703.375000 Penalty: 2297.560059
	Iteration 0F: 2 clusters Score -814703.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -806669.625000 Penalty: 4595.120117
	Iteration 0F: 3 clusters Score -806669.6 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -809235.375000 Penalty: 4595.120117
	Iteration 1F: 3 clusters Score -809235.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -809755.312500 Penalty: 4595.120117
	Iteration 2F: 3 clusters Score -809755.3 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -810258.937500 Penalty: 4595.120117
	Iteration 3F: 3 clusters Score -810258.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -810757.375000 Penalty: 4595.120117
	Iteration 4F: 3 clusters Score -810757.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -811197.500000 Penalty: 4595.120117
	Iteration 5F: 3 clusters Score -811197.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -811549.062500 Penalty: 4595.120117
	Iteration 6F: 3 clusters Score -811549.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -811830.937500 Penalty: 4595.120117
	Iteration 7Q: 3 clusters Score -811830.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -812025.000000 Penalty: 4595.120117
	Iteration 8Q: 3 clusters Score -812025 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -812173.062500 Penalty: 4595.120117
	Iteration 9Q: 3 clusters Score -812173.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -812296.250000 Penalty: 4595.120117
	Iteration 10Q: 3 clusters Score -812296.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -812399.750000 Penalty: 4595.120117
	Iteration 11Q: 3 clusters Score -812399.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -812505.250000 Penalty: 4595.120117
	Iteration 12Q: 3 clusters Score -812505.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -812603.562500 Penalty: 4595.120117
	Iteration 13Q: 3 clusters Score -812603.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -812687.562500 Penalty: 4595.120117
	Iteration 14Q: 3 clusters Score -812687.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -812757.375000 Penalty: 4595.120117
	Iteration 15Q: 3 clusters Score -812757.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -812827.312500 Penalty: 4595.120117
	Iteration 16Q: 3 clusters Score -812827.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -812876.375000 Penalty: 4595.120117
	Iteration 17Q: 3 clusters Score -812876.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -812908.687500 Penalty: 4595.120117
	Iteration 18Q: 3 clusters Score -812908.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -812932.125000 Penalty: 4595.120117
	Iteration 19Q: 3 clusters Score -812932.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -812943.312500 Penalty: 4595.120117
	Iteration 20F: 3 clusters Score -812943.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -812960.312500 Penalty: 4595.120117
	Iteration 21Q: 3 clusters Score -812960.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -812974.750000 Penalty: 4595.120117
	Iteration 22Q: 3 clusters Score -812974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -812984.187500 Penalty: 4595.120117
	Iteration 23Q: 3 clusters Score -812984.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -812994.562500 Penalty: 4595.120117
	Iteration 24Q: 3 clusters Score -812994.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -813003.937500 Penalty: 4595.120117
	Iteration 25Q: 3 clusters Score -813003.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -813012.937500 Penalty: 4595.120117
	Iteration 26Q: 3 clusters Score -813012.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -813027.562500 Penalty: 4595.120117
	Iteration 27Q: 3 clusters Score -813027.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -813051.187500 Penalty: 4595.120117
	Iteration 28Q: 3 clusters Score -813051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -813064.750000 Penalty: 4595.120117
	Iteration 29Q: 3 clusters Score -813064.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -813073.687500 Penalty: 4595.120117
	Iteration 30Q: 3 clusters Score -813073.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -813085.625000 Penalty: 4595.120117
	Iteration 31Q: 3 clusters Score -813085.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -813088.250000 Penalty: 4595.120117
	Iteration 32Q: 3 clusters Score -813088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -813095.562500 Penalty: 4595.120117
	Iteration 33Q: 3 clusters Score -813095.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -813102.687500 Penalty: 4595.120117
	Iteration 34Q: 3 clusters Score -813102.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -813113.812500 Penalty: 4595.120117
	Iteration 35Q: 3 clusters Score -813113.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -813119.500000 Penalty: 4595.120117
	Iteration 36Q: 3 clusters Score -813119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -813123.625000 Penalty: 4595.120117
	Iteration 37Q: 3 clusters Score -813123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -813128.312500 Penalty: 4595.120117
	Iteration 38Q: 3 clusters Score -813128.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -813131.750000 Penalty: 4595.120117
	Iteration 39Q: 3 clusters Score -813131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -813136.000000 Penalty: 4595.120117
	Iteration 40F: 3 clusters Score -813136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -813136.062500 Penalty: 4595.120117
	Iteration 41Q: 3 clusters Score -813136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -813138.500000 Penalty: 4595.120117
	Iteration 42Q: 3 clusters Score -813138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -813141.750000 Penalty: 4595.120117
	Iteration 43Q: 3 clusters Score -813141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -813147.125000 Penalty: 4595.120117
	Iteration 44Q: 3 clusters Score -813147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -813149.437500 Penalty: 4595.120117
	Iteration 45Q: 3 clusters Score -813149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -813152.250000 Penalty: 4595.120117
	Iteration 46Q: 3 clusters Score -813152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -813152.562500 Penalty: 4595.120117
	Iteration 47Q: 3 clusters Score -813152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -813155.375000 Penalty: 4595.120117
	Iteration 48Q: 3 clusters Score -813155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -813156.187500 Penalty: 4595.120117
	Iteration 49Q: 3 clusters Score -813156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -813157.750000 Penalty: 4595.120117
	Iteration 50Q: 3 clusters Score -813157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -813157.250000 Penalty: 4595.120117
	Iteration 51Q: 3 clusters Score -813157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -813157.937500 Penalty: 4595.120117
	Iteration 52Q: 3 clusters Score -813157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -813157.562500 Penalty: 4595.120117
	Iteration 53Q: 3 clusters Score -813157.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -813157.437500 Penalty: 4595.120117
	Iteration 54Q: 3 clusters Score -813157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -813159.437500 Penalty: 4595.120117
	Iteration 55Q: 3 clusters Score -813159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -813159.437500 Penalty: 4595.120117
	Iteration 56F: 3 clusters Score -813159.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Entering Unmasked Estep 
Score: -1485065.625000 Penalty: 2470.000244
	Iteration 0F: 2 clusters Score -1485066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1470302.750000 Penalty: 4940.000488
	Iteration 0F: 3 clusters Score -1470303 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1475458.375000 Penalty: 4940.000488
	Iteration 1F: 3 clusters Score -1475458 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1476066.625000 Penalty: 4940.000488
	Iteration 2F: 3 clusters Score -1476067 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1476673.250000 Penalty: 4940.000488
	Iteration 3F: 3 clusters Score -1476673 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1477278.750000 Penalty: 4940.000488
	Iteration 4F: 3 clusters Score -1477279 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1477852.000000 Penalty: 4940.000488
	Iteration 5F: 3 clusters Score -1477852 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1478415.250000 Penalty: 4940.000488
	Iteration 6F: 3 clusters Score -1478415 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1478942.625000 Penalty: 4940.000488
	Iteration 7Q: 3 clusters Score -1478943 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1479346.000000 Penalty: 4940.000488
	Iteration 8Q: 3 clusters Score -1479346 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1479643.500000 Penalty: 4940.000488
	Iteration 9Q: 3 clusters Score -1479644 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1479873.125000 Penalty: 4940.000488
	Iteration 10Q: 3 clusters Score -1479873 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1480050.500000 Penalty: 4940.000488
	Iteration 11Q: 3 clusters Score -1480050 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1480193.750000 Penalty: 4940.000488
	Iteration 12Q: 3 clusters Score -1480194 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1480339.500000 Penalty: 4940.000488
	Iteration 13Q: 3 clusters Score -1480340 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1480444.125000 Penalty: 4940.000488
	Iteration 14Q: 3 clusters Score -1480444 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1480534.125000 Penalty: 4940.000488
	Iteration 15Q: 3 clusters Score -1480534 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1480609.500000 Penalty: 4940.000488
	Iteration 16Q: 3 clusters Score -1480610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1480675.875000 Penalty: 4940.000488
	Iteration 17Q: 3 clusters Score -1480676 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1480749.375000 Penalty: 4940.000488
	Iteration 18Q: 3 clusters Score -1480749 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1480811.750000 Penalty: 4940.000488
	Iteration 19Q: 3 clusters Score -1480812 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1480871.250000 Penalty: 4940.000488
	Iteration 20F: 3 clusters Score -1480871 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1480923.000000 Penalty: 4940.000488
	Iteration 21Q: 3 clusters Score -1480923 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1480976.875000 Penalty: 4940.000488
	Iteration 22Q: 3 clusters Score -1480977 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1481035.500000 Penalty: 4940.000488
	Iteration 23Q: 3 clusters Score -1481036 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1481093.625000 Penalty: 4940.000488
	Iteration 24Q: 3 clusters Score -1481094 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1481145.500000 Penalty: 4940.000488
	Iteration 25Q: 3 clusters Score -1481146 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1481195.625000 Penalty: 4940.000488
	Iteration 26Q: 3 clusters Score -1481196 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1481242.250000 Penalty: 4940.000488
	Iteration 27Q: 3 clusters Score -1481242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1481290.750000 Penalty: 4940.000488
	Iteration 28Q: 3 clusters Score -1481291 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1481322.875000 Penalty: 4940.000488
	Iteration 29Q: 3 clusters Score -1481323 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1481350.000000 Penalty: 4940.000488
	Iteration 30Q: 3 clusters Score -1481350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1481376.500000 Penalty: 4940.000488
	Iteration 31Q: 3 clusters Score -1481376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1481398.500000 Penalty: 4940.000488
	Iteration 32Q: 3 clusters Score -1481398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1481424.375000 Penalty: 4940.000488
	Iteration 33Q: 3 clusters Score -1481424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1481445.125000 Penalty: 4940.000488
	Iteration 34Q: 3 clusters Score -1481445 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1481463.125000 Penalty: 4940.000488
	Iteration 35Q: 3 clusters Score -1481463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1481488.750000 Penalty: 4940.000488
	Iteration 36Q: 3 clusters Score -1481489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1481519.625000 Penalty: 4940.000488
	Iteration 37Q: 3 clusters Score -1481520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1481540.125000 Penalty: 4940.000488
	Iteration 38Q: 3 clusters Score -1481540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1481563.125000 Penalty: 4940.000488
	Iteration 39Q: 3 clusters Score -1481563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1481592.500000 Penalty: 4940.000488
	Iteration 40F: 3 clusters Score -1481592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1481624.625000 Penalty: 4940.000488
	Iteration 41Q: 3 clusters Score -1481625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1481650.375000 Penalty: 4940.000488
	Iteration 42Q: 3 clusters Score -1481650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1481669.500000 Penalty: 4940.000488
	Iteration 43Q: 3 clusters Score -1481670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1481698.625000 Penalty: 4940.000488
	Iteration 44Q: 3 clusters Score -1481699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1481732.000000 Penalty: 4940.000488
	Iteration 45Q: 3 clusters Score -1481732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1481758.125000 Penalty: 4940.000488
	Iteration 46Q: 3 clusters Score -1481758 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1481789.500000 Penalty: 4940.000488
	Iteration 47Q: 3 clusters Score -1481790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1481811.875000 Penalty: 4940.000488
	Iteration 48Q: 3 clusters Score -1481812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1481832.000000 Penalty: 4940.000488
	Iteration 49Q: 3 clusters Score -1481832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1481854.875000 Penalty: 4940.000488
	Iteration 50Q: 3 clusters Score -1481855 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1481875.500000 Penalty: 4940.000488
	Iteration 51Q: 3 clusters Score -1481876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1481894.000000 Penalty: 4940.000488
	Iteration 52Q: 3 clusters Score -1481894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1481913.875000 Penalty: 4940.000488
	Iteration 53Q: 3 clusters Score -1481914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1481930.125000 Penalty: 4940.000488
	Iteration 54Q: 3 clusters Score -1481930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1481953.250000 Penalty: 4940.000488
	Iteration 55Q: 3 clusters Score -1481953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1481967.375000 Penalty: 4940.000488
	Iteration 56Q: 3 clusters Score -1481967 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1481986.750000 Penalty: 4940.000488
	Iteration 57Q: 3 clusters Score -1481987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1482004.625000 Penalty: 4940.000488
	Iteration 58Q: 3 clusters Score -1482005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1482015.625000 Penalty: 4940.000488
	Iteration 59Q: 3 clusters Score -1482016 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1482034.750000 Penalty: 4940.000488
	Iteration 60F: 3 clusters Score -1482035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1482055.125000 Penalty: 4940.000488
	Iteration 61Q: 3 clusters Score -1482055 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1482079.125000 Penalty: 4940.000488
	Iteration 62Q: 3 clusters Score -1482079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1482091.625000 Penalty: 4940.000488
	Iteration 63Q: 3 clusters Score -1482092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1482112.000000 Penalty: 4940.000488
	Iteration 64Q: 3 clusters Score -1482112 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1482123.625000 Penalty: 4940.000488
	Iteration 65Q: 3 clusters Score -1482124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1482142.250000 Penalty: 4940.000488
	Iteration 66Q: 3 clusters Score -1482142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1482164.500000 Penalty: 4940.000488
	Iteration 67Q: 3 clusters Score -1482164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1482180.625000 Penalty: 4940.000488
	Iteration 68Q: 3 clusters Score -1482181 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1482206.250000 Penalty: 4940.000488
	Iteration 69Q: 3 clusters Score -1482206 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1482224.375000 Penalty: 4940.000488
	Iteration 70Q: 3 clusters Score -1482224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1482250.625000 Penalty: 4940.000488
	Iteration 71Q: 3 clusters Score -1482251 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1482264.625000 Penalty: 4940.000488
	Iteration 72Q: 3 clusters Score -1482265 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1482278.375000 Penalty: 4940.000488
	Iteration 73Q: 3 clusters Score -1482278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1482300.625000 Penalty: 4940.000488
	Iteration 74Q: 3 clusters Score -1482301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1482324.625000 Penalty: 4940.000488
	Iteration 75Q: 3 clusters Score -1482325 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1482351.875000 Penalty: 4940.000488
	Iteration 76Q: 3 clusters Score -1482352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1482368.625000 Penalty: 4940.000488
	Iteration 77Q: 3 clusters Score -1482369 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1482396.375000 Penalty: 4940.000488
	Iteration 78Q: 3 clusters Score -1482396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1482431.750000 Penalty: 4940.000488
	Iteration 79Q: 3 clusters Score -1482432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1482456.500000 Penalty: 4940.000488
	Iteration 80F: 3 clusters Score -1482456 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1482489.000000 Penalty: 4940.000488
	Iteration 81Q: 3 clusters Score -1482489 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1482521.125000 Penalty: 4940.000488
	Iteration 82Q: 3 clusters Score -1482521 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1482556.750000 Penalty: 4940.000488
	Iteration 83Q: 3 clusters Score -1482557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1482592.125000 Penalty: 4940.000488
	Iteration 84Q: 3 clusters Score -1482592 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1482628.500000 Penalty: 4940.000488
	Iteration 85Q: 3 clusters Score -1482628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1482678.625000 Penalty: 4940.000488
	Iteration 86Q: 3 clusters Score -1482679 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1482717.250000 Penalty: 4940.000488
	Iteration 87Q: 3 clusters Score -1482717 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1482750.000000 Penalty: 4940.000488
	Iteration 88Q: 3 clusters Score -1482750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1482787.500000 Penalty: 4940.000488
	Iteration 89Q: 3 clusters Score -1482788 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1482822.250000 Penalty: 4940.000488
	Iteration 90Q: 3 clusters Score -1482822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1482864.125000 Penalty: 4940.000488
	Iteration 91Q: 3 clusters Score -1482864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1482896.375000 Penalty: 4940.000488
	Iteration 92Q: 3 clusters Score -1482896 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1482927.750000 Penalty: 4940.000488
	Iteration 93Q: 3 clusters Score -1482928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1482950.875000 Penalty: 4940.000488
	Iteration 94Q: 3 clusters Score -1482951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1482976.625000 Penalty: 4940.000488
	Iteration 95Q: 3 clusters Score -1482977 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1483007.250000 Penalty: 4940.000488
	Iteration 96Q: 3 clusters Score -1483007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1483025.625000 Penalty: 4940.000488
	Iteration 97Q: 3 clusters Score -1483026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1483046.375000 Penalty: 4940.000488
	Iteration 98Q: 3 clusters Score -1483046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1483061.750000 Penalty: 4940.000488
	Iteration 99Q: 3 clusters Score -1483062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1483085.000000 Penalty: 4940.000488
	Iteration 100F: 3 clusters Score -1483085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1483099.750000 Penalty: 4940.000488
	Iteration 101Q: 3 clusters Score -1483100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1483111.625000 Penalty: 4940.000488
	Iteration 102Q: 3 clusters Score -1483112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1483114.750000 Penalty: 4940.000488
	Iteration 103Q: 3 clusters Score -1483115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1483128.125000 Penalty: 4940.000488
	Iteration 104Q: 3 clusters Score -1483128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1483142.250000 Penalty: 4940.000488
	Iteration 105Q: 3 clusters Score -1483142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1483154.375000 Penalty: 4940.000488
	Iteration 106Q: 3 clusters Score -1483154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1483164.500000 Penalty: 4940.000488
	Iteration 107Q: 3 clusters Score -1483164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1483169.500000 Penalty: 4940.000488
	Iteration 108Q: 3 clusters Score -1483170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1483182.500000 Penalty: 4940.000488
	Iteration 109Q: 3 clusters Score -1483182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1483194.250000 Penalty: 4940.000488
	Iteration 110Q: 3 clusters Score -1483194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1483200.125000 Penalty: 4940.000488
	Iteration 111Q: 3 clusters Score -1483200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1483210.125000 Penalty: 4940.000488
	Iteration 112Q: 3 clusters Score -1483210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1483214.750000 Penalty: 4940.000488
	Iteration 113Q: 3 clusters Score -1483215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1483219.875000 Penalty: 4940.000488
	Iteration 114Q: 3 clusters Score -1483220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1483225.500000 Penalty: 4940.000488
	Iteration 115Q: 3 clusters Score -1483226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1483228.375000 Penalty: 4940.000488
	Iteration 116Q: 3 clusters Score -1483228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1483232.000000 Penalty: 4940.000488
	Iteration 117Q: 3 clusters Score -1483232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1483232.125000 Penalty: 4940.000488
	Iteration 118Q: 3 clusters Score -1483232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1483232.500000 Penalty: 4940.000488
	Iteration 119Q: 3 clusters Score -1483232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1483238.000000 Penalty: 4940.000488
	Iteration 120F: 3 clusters Score -1483238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -1483236.750000 Penalty: 4940.000488
	Iteration 121Q: 3 clusters Score -1483237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1483238.250000 Penalty: 4940.000488
	Iteration 122Q: 3 clusters Score -1483238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1483241.875000 Penalty: 4940.000488
	Iteration 123Q: 3 clusters Score -1483242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1483240.500000 Penalty: 4940.000488
	Iteration 124Q: 3 clusters Score -1483240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1483241.125000 Penalty: 4940.000488
	Iteration 125Q: 3 clusters Score -1483241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1483242.125000 Penalty: 4940.000488
	Iteration 126Q: 3 clusters Score -1483242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1483242.250000 Penalty: 4940.000488
	Iteration 127Q: 3 clusters Score -1483242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1483241.750000 Penalty: 4940.000488
	Iteration 128Q: 3 clusters Score -1483242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1483248.000000 Penalty: 4940.000488
	Iteration 129Q: 3 clusters Score -1483248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1483252.125000 Penalty: 4940.000488
	Iteration 130Q: 3 clusters Score -1483252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1483251.250000 Penalty: 4940.000488
	Iteration 131Q: 3 clusters Score -1483251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1483251.125000 Penalty: 4940.000488
	Iteration 132Q: 3 clusters Score -1483251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1483251.875000 Penalty: 4940.000488
	Iteration 133Q: 3 clusters Score -1483252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1483252.375000 Penalty: 4940.000488
	Iteration 134Q: 3 clusters Score -1483252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1483252.125000 Penalty: 4940.000488
	Iteration 135Q: 3 clusters Score -1483252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1483252.125000 Penalty: 4940.000488
	Iteration 136F: 3 clusters Score -1483252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -209838.453125 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -209838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -206722.125000 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -206722.1 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -207343.937500 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -207343.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -207495.421875 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -207495.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -207589.000000 Penalty: 3936.228760
	Iteration 3Q: 3 clusters Score -207589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -207665.453125 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -207665.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -207719.062500 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -207719.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -207764.765625 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -207764.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -207822.375000 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -207822.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -207891.281250 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -207891.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -207943.906250 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -207943.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -207988.796875 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -207988.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -208019.390625 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -208019.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -208045.031250 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -208045 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -208076.546875 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -208076.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -208103.484375 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -208103.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -208137.078125 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -208137.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -208183.562500 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -208183.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -208234.781250 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -208234.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -208290.687500 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -208290.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -208349.203125 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -208349.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -208406.078125 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -208406.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -208463.203125 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -208463.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -208521.656250 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -208521.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -208580.484375 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -208580.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -208616.593750 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -208616.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -208652.578125 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -208652.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -208686.390625 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -208686.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -208713.437500 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -208713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -208732.000000 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -208732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -208747.750000 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -208747.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -208759.437500 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -208759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -208765.531250 Penalty: 3936.228760
	Iteration 31Q: 3 clusters Score -208765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -208771.531250 Penalty: 3936.228760
	Iteration 32Q: 3 clusters Score -208771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -208775.765625 Penalty: 3936.228760
	Iteration 33Q: 3 clusters Score -208775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -208784.156250 Penalty: 3936.228760
	Iteration 34Q: 3 clusters Score -208784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -208790.703125 Penalty: 3936.228760
	Iteration 35Q: 3 clusters Score -208790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -208795.421875 Penalty: 3936.228760
	Iteration 36Q: 3 clusters Score -208795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -208797.984375 Penalty: 3936.228760
	Iteration 37Q: 3 clusters Score -208798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -208801.234375 Penalty: 3936.228760
	Iteration 38Q: 3 clusters Score -208801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -208802.359375 Penalty: 3936.228760
	Iteration 39Q: 3 clusters Score -208802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -208804.671875 Penalty: 3936.228760
	Iteration 40F: 3 clusters Score -208804.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Entering Unmasked Estep 
Score: -1118068.250000 Penalty: 2378.542480
	Iteration 0F: 2 clusters Score -1118068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1107515.750000 Penalty: 4757.084961
	Iteration 0F: 3 clusters Score -1107516 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1111045.500000 Penalty: 4757.084961
	Iteration 1F: 3 clusters Score -1111046 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1111587.000000 Penalty: 4757.084961
	Iteration 2F: 3 clusters Score -1111587 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1112135.875000 Penalty: 4757.084961
	Iteration 3F: 3 clusters Score -1112136 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1112712.000000 Penalty: 4757.084961
	Iteration 4F: 3 clusters Score -1112712 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1113281.250000 Penalty: 4757.084961
	Iteration 5F: 3 clusters Score -1113281 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1113805.125000 Penalty: 4757.084961
	Iteration 6F: 3 clusters Score -1113805 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1114271.125000 Penalty: 4757.084961
	Iteration 7F: 3 clusters Score -1114271 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1114662.750000 Penalty: 4757.084961
	Iteration 8Q: 3 clusters Score -1114663 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1115034.875000 Penalty: 4757.084961
	Iteration 9Q: 3 clusters Score -1115035 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1115327.625000 Penalty: 4757.084961
	Iteration 10Q: 3 clusters Score -1115328 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1115566.125000 Penalty: 4757.084961
	Iteration 11Q: 3 clusters Score -1115566 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1115742.750000 Penalty: 4757.084961
	Iteration 12Q: 3 clusters Score -1115743 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1115885.625000 Penalty: 4757.084961
	Iteration 13Q: 3 clusters Score -1115886 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1115994.875000 Penalty: 4757.084961
	Iteration 14Q: 3 clusters Score -1115995 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1116095.250000 Penalty: 4757.084961
	Iteration 15Q: 3 clusters Score -1116095 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1116169.000000 Penalty: 4757.084961
	Iteration 16Q: 3 clusters Score -1116169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1116240.000000 Penalty: 4757.084961
	Iteration 17Q: 3 clusters Score -1116240 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1116298.875000 Penalty: 4757.084961
	Iteration 18Q: 3 clusters Score -1116299 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1116347.125000 Penalty: 4757.084961
	Iteration 19Q: 3 clusters Score -1116347 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1116389.875000 Penalty: 4757.084961
	Iteration 20F: 3 clusters Score -1116390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1116446.250000 Penalty: 4757.084961
	Iteration 21Q: 3 clusters Score -1116446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1116485.500000 Penalty: 4757.084961
	Iteration 22Q: 3 clusters Score -1116486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1116528.500000 Penalty: 4757.084961
	Iteration 23Q: 3 clusters Score -1116528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1116567.500000 Penalty: 4757.084961
	Iteration 24Q: 3 clusters Score -1116568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1116604.375000 Penalty: 4757.084961
	Iteration 25Q: 3 clusters Score -1116604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1116643.250000 Penalty: 4757.084961
	Iteration 26Q: 3 clusters Score -1116643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1116696.750000 Penalty: 4757.084961
	Iteration 27Q: 3 clusters Score -1116697 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1116756.125000 Penalty: 4757.084961
	Iteration 28Q: 3 clusters Score -1116756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1116813.125000 Penalty: 4757.084961
	Iteration 29Q: 3 clusters Score -1116813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1116857.500000 Penalty: 4757.084961
	Iteration 30Q: 3 clusters Score -1116858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1116899.875000 Penalty: 4757.084961
	Iteration 31Q: 3 clusters Score -1116900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1116922.625000 Penalty: 4757.084961
	Iteration 32Q: 3 clusters Score -1116923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1116944.625000 Penalty: 4757.084961
	Iteration 33Q: 3 clusters Score -1116945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1116974.875000 Penalty: 4757.084961
	Iteration 34Q: 3 clusters Score -1116975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1116993.625000 Penalty: 4757.084961
	Iteration 35Q: 3 clusters Score -1116994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1117011.625000 Penalty: 4757.084961
	Iteration 36Q: 3 clusters Score -1117012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1117031.000000 Penalty: 4757.084961
	Iteration 37Q: 3 clusters Score -1117031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1117043.750000 Penalty: 4757.084961
	Iteration 38Q: 3 clusters Score -1117044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1117050.500000 Penalty: 4757.084961
	Iteration 39Q: 3 clusters Score -1117050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1117061.875000 Penalty: 4757.084961
	Iteration 40F: 3 clusters Score -1117062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1117068.000000 Penalty: 4757.084961
	Iteration 41Q: 3 clusters Score -1117068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1117072.625000 Penalty: 4757.084961
	Iteration 42Q: 3 clusters Score -1117073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1117074.500000 Penalty: 4757.084961
	Iteration 43Q: 3 clusters Score -1117074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1117074.750000 Penalty: 4757.084961
	Iteration 44Q: 3 clusters Score -1117075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1117075.750000 Penalty: 4757.084961
	Iteration 45Q: 3 clusters Score -1117076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1117075.500000 Penalty: 4757.084961
	Iteration 46Q: 3 clusters Score -1117076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1117075.250000 Penalty: 4757.084961
	Iteration 47Q: 3 clusters Score -1117075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1117078.375000 Penalty: 4757.084961
	Iteration 48Q: 3 clusters Score -1117078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1117080.000000 Penalty: 4757.084961
	Iteration 49Q: 3 clusters Score -1117080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1117079.750000 Penalty: 4757.084961
	Iteration 50Q: 3 clusters Score -1117080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1117079.000000 Penalty: 4757.084961
	Iteration 51Q: 3 clusters Score -1117079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1117079.000000 Penalty: 4757.084961
	Iteration 52F: 3 clusters Score -1117079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (131331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Entering Unmasked Estep 
Score: -10649006.000000 Penalty: 2922.798096
	Iteration 0F: 2 clusters Score -1.064901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -10561149.000000 Penalty: 5845.596191
	Iteration 0F: 3 clusters Score -1.056115e+07 nChanged 62431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -10598119.000000 Penalty: 5845.596191
	Iteration 1F: 3 clusters Score -1.059812e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -10599457.000000 Penalty: 5845.596191
	Iteration 2Q: 3 clusters Score -1.059946e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -10601379.000000 Penalty: 5845.596191
	Iteration 3Q: 3 clusters Score -1.060138e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -10604248.000000 Penalty: 5845.596191
	Iteration 4Q: 3 clusters Score -1.060425e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -10608291.000000 Penalty: 5845.596191
	Iteration 5F: 3 clusters Score -1.060829e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60901 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -10613570.000000 Penalty: 5845.596191
	Iteration 6F: 3 clusters Score -1.061357e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -10619672.000000 Penalty: 5845.596191
	Iteration 7F: 3 clusters Score -1.061967e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62182 members 
Mstep: Class 2 contains 69149 members 
Entering Unmasked Estep 
Score: -10625740.000000 Penalty: 5845.596191
	Iteration 8F: 3 clusters Score -1.062574e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -10630260.000000 Penalty: 5845.596191
	Iteration 9F: 3 clusters Score -1.063026e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -10632766.000000 Penalty: 5845.596191
	Iteration 10Q: 3 clusters Score -1.063277e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -10634031.000000 Penalty: 5845.596191
	Iteration 11Q: 3 clusters Score -1.063403e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -10634653.000000 Penalty: 5845.596191
	Iteration 12Q: 3 clusters Score -1.063465e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68099 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -10634996.000000 Penalty: 5845.596191
	Iteration 13Q: 3 clusters Score -1.0635e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -10635331.000000 Penalty: 5845.596191
	Iteration 14Q: 3 clusters Score -1.063533e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -10635576.000000 Penalty: 5845.596191
	Iteration 15Q: 3 clusters Score -1.063558e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -10635743.000000 Penalty: 5845.596191
	Iteration 16Q: 3 clusters Score -1.063574e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -10635898.000000 Penalty: 5845.596191
	Iteration 17Q: 3 clusters Score -1.06359e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -10636040.000000 Penalty: 5845.596191
	Iteration 18Q: 3 clusters Score -1.063604e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -10636168.000000 Penalty: 5845.596191
	Iteration 19Q: 3 clusters Score -1.063617e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -10636286.000000 Penalty: 5845.596191
	Iteration 20F: 3 clusters Score -1.063629e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -10636484.000000 Penalty: 5845.596191
	Iteration 21Q: 3 clusters Score -1.063648e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -10636637.000000 Penalty: 5845.596191
	Iteration 22Q: 3 clusters Score -1.063664e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -10636713.000000 Penalty: 5845.596191
	Iteration 23Q: 3 clusters Score -1.063671e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -10636881.000000 Penalty: 5845.596191
	Iteration 24Q: 3 clusters Score -1.063688e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -10636998.000000 Penalty: 5845.596191
	Iteration 25Q: 3 clusters Score -1.0637e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -10637275.000000 Penalty: 5845.596191
	Iteration 26Q: 3 clusters Score -1.063728e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -10637621.000000 Penalty: 5845.596191
	Iteration 27Q: 3 clusters Score -1.063762e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -10637879.000000 Penalty: 5845.596191
	Iteration 28Q: 3 clusters Score -1.063788e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -10638194.000000 Penalty: 5845.596191
	Iteration 29Q: 3 clusters Score -1.063819e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -10638627.000000 Penalty: 5845.596191
	Iteration 30Q: 3 clusters Score -1.063863e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -10639241.000000 Penalty: 5845.596191
	Iteration 31Q: 3 clusters Score -1.063924e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -10640072.000000 Penalty: 5845.596191
	Iteration 32Q: 3 clusters Score -1.064007e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -10641027.000000 Penalty: 5845.596191
	Iteration 33Q: 3 clusters Score -1.064103e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -10642314.000000 Penalty: 5845.596191
	Iteration 34Q: 3 clusters Score -1.064231e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -10643825.000000 Penalty: 5845.596191
	Iteration 35Q: 3 clusters Score -1.064382e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -10645552.000000 Penalty: 5845.596191
	Iteration 36Q: 3 clusters Score -1.064555e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -10647459.000000 Penalty: 5845.596191
	Iteration 37Q: 3 clusters Score -1.064746e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100768 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -10648951.000000 Penalty: 5845.596191
	Iteration 38Q: 3 clusters Score -1.064895e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -10649913.000000 Penalty: 5845.596191
	Iteration 39Q: 3 clusters Score -1.064991e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -10650641.000000 Penalty: 5845.596191
	Iteration 40F: 3 clusters Score -1.065064e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104475 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -10651022.000000 Penalty: 5845.596191
	Iteration 41Q: 3 clusters Score -1.065102e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -10651242.000000 Penalty: 5845.596191
	Iteration 42Q: 3 clusters Score -1.065124e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -10651413.000000 Penalty: 5845.596191
	Iteration 43Q: 3 clusters Score -1.065141e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -10651504.000000 Penalty: 5845.596191
	Iteration 44Q: 3 clusters Score -1.06515e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -10651561.000000 Penalty: 5845.596191
	Iteration 45Q: 3 clusters Score -1.065156e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107304 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -10651618.000000 Penalty: 5845.596191
	Iteration 46Q: 3 clusters Score -1.065162e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -10651617.000000 Penalty: 5845.596191
	Iteration 47Q: 3 clusters Score -1.065162e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107857 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -10651663.000000 Penalty: 5845.596191
	Iteration 48Q: 3 clusters Score -1.065166e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -10651668.000000 Penalty: 5845.596191
	Iteration 49Q: 3 clusters Score -1.065167e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108271 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -10651702.000000 Penalty: 5845.596191
	Iteration 50Q: 3 clusters Score -1.06517e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -10651690.000000 Penalty: 5845.596191
	Iteration 51Q: 3 clusters Score -1.065169e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -10651700.000000 Penalty: 5845.596191
	Iteration 52Q: 3 clusters Score -1.06517e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -10651713.000000 Penalty: 5845.596191
	Iteration 53Q: 3 clusters Score -1.065171e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -10651730.000000 Penalty: 5845.596191
	Iteration 54Q: 3 clusters Score -1.065173e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108801 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -10651724.000000 Penalty: 5845.596191
	Iteration 55Q: 3 clusters Score -1.065172e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -10651738.000000 Penalty: 5845.596191
	Iteration 56Q: 3 clusters Score -1.065174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -10651724.000000 Penalty: 5845.596191
	Iteration 57Q: 3 clusters Score -1.065172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -10651726.000000 Penalty: 5845.596191
	Iteration 58Q: 3 clusters Score -1.065173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -10651736.000000 Penalty: 5845.596191
	Iteration 59Q: 3 clusters Score -1.065174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -10651741.000000 Penalty: 5845.596191
	Iteration 60F: 3 clusters Score -1.065174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -10651737.000000 Penalty: 5845.596191
	Iteration 61Q: 3 clusters Score -1.065174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -10651731.000000 Penalty: 5845.596191
	Iteration 62Q: 3 clusters Score -1.065173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -10651735.000000 Penalty: 5845.596191
	Iteration 63Q: 3 clusters Score -1.065174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108929 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -10651735.000000 Penalty: 5845.596191
	Iteration 64Q: 3 clusters Score -1.065174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -10651735.000000 Penalty: 5845.596191
	Iteration 65Q: 3 clusters Score -1.065174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -10651738.000000 Penalty: 5845.596191
	Iteration 66Q: 3 clusters Score -1.065174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -10651744.000000 Penalty: 5845.596191
	Iteration 67Q: 3 clusters Score -1.065174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -10651744.000000 Penalty: 5845.596191
	Iteration 68F: 3 clusters Score -1.065174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 108934 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 163916 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 3797 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 203220 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 5018 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 100824 members 
Mstep: Class 19 contains 853535 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32405 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21869 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 30728 members 
Mstep: Class 30 contains 18420 members 
Mstep: Class 31 contains 22397 members 
Entering Unmasked Estep 
Score: -142768608.000000 Penalty: 110824.609375
Splitting cluster 5 changes total score from -142766608.000000 to -142768608.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 6 (18879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Entering Unmasked Estep 
Score: -1494412.625000 Penalty: 2441.759766
	Iteration 0F: 2 clusters Score -1494413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1480996.875000 Penalty: 4883.519531
	Iteration 0F: 3 clusters Score -1480997 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1485526.125000 Penalty: 4883.519531
	Iteration 1F: 3 clusters Score -1485526 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1485961.500000 Penalty: 4883.519531
	Iteration 2F: 3 clusters Score -1485962 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1486376.875000 Penalty: 4883.519531
	Iteration 3Q: 3 clusters Score -1486377 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1486862.500000 Penalty: 4883.519531
	Iteration 4Q: 3 clusters Score -1486862 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1487441.625000 Penalty: 4883.519531
	Iteration 5F: 3 clusters Score -1487442 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1488114.375000 Penalty: 4883.519531
	Iteration 6F: 3 clusters Score -1488114 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1488919.875000 Penalty: 4883.519531
	Iteration 7F: 3 clusters Score -1488920 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1489874.875000 Penalty: 4883.519531
	Iteration 8F: 3 clusters Score -1489875 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1490946.875000 Penalty: 4883.519531
	Iteration 9F: 3 clusters Score -1490947 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1491961.375000 Penalty: 4883.519531
	Iteration 10Q: 3 clusters Score -1491961 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1492574.875000 Penalty: 4883.519531
	Iteration 11Q: 3 clusters Score -1492575 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1492761.500000 Penalty: 4883.519531
	Iteration 12Q: 3 clusters Score -1492762 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1492844.375000 Penalty: 4883.519531
	Iteration 13Q: 3 clusters Score -1492844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1492881.875000 Penalty: 4883.519531
	Iteration 14Q: 3 clusters Score -1492882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1492918.000000 Penalty: 4883.519531
	Iteration 15Q: 3 clusters Score -1492918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1492936.750000 Penalty: 4883.519531
	Iteration 16Q: 3 clusters Score -1492937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1492954.750000 Penalty: 4883.519531
	Iteration 17Q: 3 clusters Score -1492955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1492958.750000 Penalty: 4883.519531
	Iteration 18Q: 3 clusters Score -1492959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1492965.125000 Penalty: 4883.519531
	Iteration 19Q: 3 clusters Score -1492965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1492971.750000 Penalty: 4883.519531
	Iteration 20F: 3 clusters Score -1492972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1492971.500000 Penalty: 4883.519531
	Iteration 21Q: 3 clusters Score -1492972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1492976.625000 Penalty: 4883.519531
	Iteration 22Q: 3 clusters Score -1492977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1492975.000000 Penalty: 4883.519531
	Iteration 23Q: 3 clusters Score -1492975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1492975.250000 Penalty: 4883.519531
	Iteration 24Q: 3 clusters Score -1492975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1492977.375000 Penalty: 4883.519531
	Iteration 25Q: 3 clusters Score -1492977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1492979.750000 Penalty: 4883.519531
	Iteration 26Q: 3 clusters Score -1492980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1492984.250000 Penalty: 4883.519531
	Iteration 27Q: 3 clusters Score -1492984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1492982.750000 Penalty: 4883.519531
	Iteration 28Q: 3 clusters Score -1492983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1492984.500000 Penalty: 4883.519531
	Iteration 29Q: 3 clusters Score -1492984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1492985.125000 Penalty: 4883.519531
	Iteration 30Q: 3 clusters Score -1492985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1492985.875000 Penalty: 4883.519531
	Iteration 31Q: 3 clusters Score -1492986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1492985.625000 Penalty: 4883.519531
	Iteration 32Q: 3 clusters Score -1492986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1492988.625000 Penalty: 4883.519531
	Iteration 33Q: 3 clusters Score -1492989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1492986.875000 Penalty: 4883.519531
	Iteration 34Q: 3 clusters Score -1492987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1492986.000000 Penalty: 4883.519531
	Iteration 35Q: 3 clusters Score -1492986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1492988.500000 Penalty: 4883.519531
	Iteration 36Q: 3 clusters Score -1492988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1492992.750000 Penalty: 4883.519531
	Iteration 37Q: 3 clusters Score -1492993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1492993.500000 Penalty: 4883.519531
	Iteration 38Q: 3 clusters Score -1492994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1492994.500000 Penalty: 4883.519531
	Iteration 39Q: 3 clusters Score -1492994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1492991.000000 Penalty: 4883.519531
	Iteration 40F: 3 clusters Score -1492991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1492989.375000 Penalty: 4883.519531
	Iteration 41Q: 3 clusters Score -1492989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1492994.000000 Penalty: 4883.519531
	Iteration 42Q: 3 clusters Score -1492994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1492992.750000 Penalty: 4883.519531
	Iteration 43Q: 3 clusters Score -1492993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1492992.750000 Penalty: 4883.519531
	Iteration 44F: 3 clusters Score -1492993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Entering Unmasked Estep 
Score: -606240.937500 Penalty: 2217.633057
	Iteration 0F: 2 clusters Score -606240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -600029.687500 Penalty: 4435.266113
	Iteration 0F: 3 clusters Score -600029.7 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -601629.562500 Penalty: 4435.266113
	Iteration 1F: 3 clusters Score -601629.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -601923.000000 Penalty: 4435.266113
	Iteration 2F: 3 clusters Score -601923 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -602104.625000 Penalty: 4435.266113
	Iteration 3F: 3 clusters Score -602104.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -602225.812500 Penalty: 4435.266113
	Iteration 4Q: 3 clusters Score -602225.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -602328.562500 Penalty: 4435.266113
	Iteration 5Q: 3 clusters Score -602328.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -602435.625000 Penalty: 4435.266113
	Iteration 6Q: 3 clusters Score -602435.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -602563.437500 Penalty: 4435.266113
	Iteration 7Q: 3 clusters Score -602563.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -602717.375000 Penalty: 4435.266113
	Iteration 8Q: 3 clusters Score -602717.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -602912.687500 Penalty: 4435.266113
	Iteration 9Q: 3 clusters Score -602912.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -603145.500000 Penalty: 4435.266113
	Iteration 10Q: 3 clusters Score -603145.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -603424.000000 Penalty: 4435.266113
	Iteration 11Q: 3 clusters Score -603424 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -603691.125000 Penalty: 4435.266113
	Iteration 12Q: 3 clusters Score -603691.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -603961.625000 Penalty: 4435.266113
	Iteration 13Q: 3 clusters Score -603961.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -604170.500000 Penalty: 4435.266113
	Iteration 14Q: 3 clusters Score -604170.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -604274.375000 Penalty: 4435.266113
	Iteration 15Q: 3 clusters Score -604274.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -604364.937500 Penalty: 4435.266113
	Iteration 16Q: 3 clusters Score -604364.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -604428.937500 Penalty: 4435.266113
	Iteration 17Q: 3 clusters Score -604428.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -604468.375000 Penalty: 4435.266113
	Iteration 18Q: 3 clusters Score -604468.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -604499.875000 Penalty: 4435.266113
	Iteration 19Q: 3 clusters Score -604499.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -604526.187500 Penalty: 4435.266113
	Iteration 20F: 3 clusters Score -604526.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -604539.687500 Penalty: 4435.266113
	Iteration 21Q: 3 clusters Score -604539.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -604553.062500 Penalty: 4435.266113
	Iteration 22Q: 3 clusters Score -604553.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -604563.625000 Penalty: 4435.266113
	Iteration 23Q: 3 clusters Score -604563.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -604572.000000 Penalty: 4435.266113
	Iteration 24Q: 3 clusters Score -604572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -604576.062500 Penalty: 4435.266113
	Iteration 25Q: 3 clusters Score -604576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -604577.625000 Penalty: 4435.266113
	Iteration 26Q: 3 clusters Score -604577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -604582.312500 Penalty: 4435.266113
	Iteration 27Q: 3 clusters Score -604582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -604583.625000 Penalty: 4435.266113
	Iteration 28Q: 3 clusters Score -604583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -604584.125000 Penalty: 4435.266113
	Iteration 29Q: 3 clusters Score -604584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -604583.562500 Penalty: 4435.266113
	Iteration 30Q: 3 clusters Score -604583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -604583.562500 Penalty: 4435.266113
	Iteration 31F: 3 clusters Score -604583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (163916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Entering Unmasked Estep 
Score: -13352986.000000 Penalty: 2977.763184
	Iteration 0F: 2 clusters Score -1.335299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -13242990.000000 Penalty: 5955.526367
	Iteration 0F: 3 clusters Score -1.324299e+07 nChanged 78840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -13288975.000000 Penalty: 5955.526367
	Iteration 1F: 3 clusters Score -1.328898e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -13290317.000000 Penalty: 5955.526367
	Iteration 2Q: 3 clusters Score -1.329032e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -13292610.000000 Penalty: 5955.526367
	Iteration 3Q: 3 clusters Score -1.329261e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -13297156.000000 Penalty: 5955.526367
	Iteration 4F: 3 clusters Score -1.329716e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -13305929.000000 Penalty: 5955.526367
	Iteration 5F: 3 clusters Score -1.330593e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133836 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -13319958.000000 Penalty: 5955.526367
	Iteration 6F: 3 clusters Score -1.331996e+07 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149143 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -13335552.000000 Penalty: 5955.526367
	Iteration 7F: 3 clusters Score -1.333555e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -13345321.000000 Penalty: 5955.526367
	Iteration 8F: 3 clusters Score -1.334532e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13348930.000000 Penalty: 5955.526367
	Iteration 9Q: 3 clusters Score -1.334893e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13349861.000000 Penalty: 5955.526367
	Iteration 10Q: 3 clusters Score -1.334986e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13350067.000000 Penalty: 5955.526367
	Iteration 11Q: 3 clusters Score -1.335007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13350152.000000 Penalty: 5955.526367
	Iteration 12Q: 3 clusters Score -1.335015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163740 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13350180.000000 Penalty: 5955.526367
	Iteration 13Q: 3 clusters Score -1.335018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13350199.000000 Penalty: 5955.526367
	Iteration 14Q: 3 clusters Score -1.33502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13350208.000000 Penalty: 5955.526367
	Iteration 15Q: 3 clusters Score -1.335021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13350225.000000 Penalty: 5955.526367
	Iteration 16Q: 3 clusters Score -1.335022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13350244.000000 Penalty: 5955.526367
	Iteration 17Q: 3 clusters Score -1.335024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13350249.000000 Penalty: 5955.526367
	Iteration 18Q: 3 clusters Score -1.335025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13350248.000000 Penalty: 5955.526367
	Iteration 19Q: 3 clusters Score -1.335025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13350248.000000 Penalty: 5955.526367
	Iteration 20F: 3 clusters Score -1.335025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13350252.000000 Penalty: 5955.526367
	Iteration 21Q: 3 clusters Score -1.335025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13350252.000000 Penalty: 5955.526367
	Iteration 22F: 3 clusters Score -1.335025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Entering Unmasked Estep 
Score: -106639.390625 Penalty: 1804.414429
	Iteration 0F: 2 clusters Score -106639.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -104363.296875 Penalty: 3608.828857
	Iteration 0F: 3 clusters Score -104363.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -104771.585938 Penalty: 3608.828857
	Iteration 1F: 3 clusters Score -104771.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104896.304688 Penalty: 3608.828857
	Iteration 2F: 3 clusters Score -104896.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104961.046875 Penalty: 3608.828857
	Iteration 3Q: 3 clusters Score -104961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105004.593750 Penalty: 3608.828857
	Iteration 4Q: 3 clusters Score -105004.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -105037.351562 Penalty: 3608.828857
	Iteration 5Q: 3 clusters Score -105037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105054.585938 Penalty: 3608.828857
	Iteration 6Q: 3 clusters Score -105054.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -105064.843750 Penalty: 3608.828857
	Iteration 7Q: 3 clusters Score -105064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -105076.390625 Penalty: 3608.828857
	Iteration 8Q: 3 clusters Score -105076.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -105091.554688 Penalty: 3608.828857
	Iteration 9Q: 3 clusters Score -105091.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -105103.234375 Penalty: 3608.828857
	Iteration 10Q: 3 clusters Score -105103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105111.218750 Penalty: 3608.828857
	Iteration 11Q: 3 clusters Score -105111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105112.984375 Penalty: 3608.828857
	Iteration 12Q: 3 clusters Score -105113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105114.062500 Penalty: 3608.828857
	Iteration 13Q: 3 clusters Score -105114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105116.343750 Penalty: 3608.828857
	Iteration 14Q: 3 clusters Score -105116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105119.500000 Penalty: 3608.828857
	Iteration 15Q: 3 clusters Score -105119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -105125.906250 Penalty: 3608.828857
	Iteration 16Q: 3 clusters Score -105125.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -105133.718750 Penalty: 3608.828857
	Iteration 17Q: 3 clusters Score -105133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105137.500000 Penalty: 3608.828857
	Iteration 18Q: 3 clusters Score -105137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105138.867188 Penalty: 3608.828857
	Iteration 19Q: 3 clusters Score -105138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105140.914062 Penalty: 3608.828857
	Iteration 20F: 3 clusters Score -105140.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105144.070312 Penalty: 3608.828857
	Iteration 21Q: 3 clusters Score -105144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105146.156250 Penalty: 3608.828857
	Iteration 22Q: 3 clusters Score -105146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105147.882812 Penalty: 3608.828857
	Iteration 23Q: 3 clusters Score -105147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105147.882812 Penalty: 3608.828857
	Iteration 24F: 3 clusters Score -105147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Entering Unmasked Estep 
Score: -234036.312500 Penalty: 2044.007568
	Iteration 0F: 2 clusters Score -234036.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -230289.640625 Penalty: 4088.015137
	Iteration 0F: 3 clusters Score -230289.6 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -231381.500000 Penalty: 4088.015137
	Iteration 1F: 3 clusters Score -231381.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -231878.171875 Penalty: 4088.015137
	Iteration 2F: 3 clusters Score -231878.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -232405.609375 Penalty: 4088.015137
	Iteration 3F: 3 clusters Score -232405.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -233027.140625 Penalty: 4088.015137
	Iteration 4F: 3 clusters Score -233027.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -233554.437500 Penalty: 4088.015137
	Iteration 5F: 3 clusters Score -233554.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -233860.828125 Penalty: 4088.015137
	Iteration 6F: 3 clusters Score -233860.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234072.687500 Penalty: 4088.015137
	Iteration 7Q: 3 clusters Score -234072.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -234225.593750 Penalty: 4088.015137
	Iteration 8Q: 3 clusters Score -234225.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234336.421875 Penalty: 4088.015137
	Iteration 9Q: 3 clusters Score -234336.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -234426.156250 Penalty: 4088.015137
	Iteration 10Q: 3 clusters Score -234426.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -234482.578125 Penalty: 4088.015137
	Iteration 11Q: 3 clusters Score -234482.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -234516.750000 Penalty: 4088.015137
	Iteration 12Q: 3 clusters Score -234516.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -234536.734375 Penalty: 4088.015137
	Iteration 13Q: 3 clusters Score -234536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234546.281250 Penalty: 4088.015137
	Iteration 14Q: 3 clusters Score -234546.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -234555.859375 Penalty: 4088.015137
	Iteration 15Q: 3 clusters Score -234555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -234564.828125 Penalty: 4088.015137
	Iteration 16Q: 3 clusters Score -234564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234569.218750 Penalty: 4088.015137
	Iteration 17Q: 3 clusters Score -234569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234572.062500 Penalty: 4088.015137
	Iteration 18Q: 3 clusters Score -234572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234574.328125 Penalty: 4088.015137
	Iteration 19Q: 3 clusters Score -234574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234577.546875 Penalty: 4088.015137
	Iteration 20F: 3 clusters Score -234577.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234588.234375 Penalty: 4088.015137
	Iteration 21Q: 3 clusters Score -234588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -234593.734375 Penalty: 4088.015137
	Iteration 22Q: 3 clusters Score -234593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -234595.343750 Penalty: 4088.015137
	Iteration 23Q: 3 clusters Score -234595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234595.250000 Penalty: 4088.015137
	Iteration 24Q: 3 clusters Score -234595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -234595.250000 Penalty: 4088.015137
	Iteration 25F: 3 clusters Score -234595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 108934 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 163916 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 203220 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 5018 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 100824 members 
Mstep: Class 19 contains 853535 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32405 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21869 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 30728 members 
Mstep: Class 30 contains 18420 members 
Mstep: Class 31 contains 22397 members 
Mstep: Class 32 contains 848 members 
Entering Unmasked Estep 
Score: -142767536.000000 Penalty: 114399.593750
Splitting cluster 10 changes total score from -142766608.000000 to -142767536.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (30915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Entering Unmasked Estep 
Score: -2464701.500000 Penalty: 2564.071289
	Iteration 0F: 2 clusters Score -2464702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2443536.750000 Penalty: 5128.142578
	Iteration 0F: 3 clusters Score -2443537 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2451393.750000 Penalty: 5128.142578
	Iteration 1F: 3 clusters Score -2451394 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2452123.750000 Penalty: 5128.142578
	Iteration 2F: 3 clusters Score -2452124 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2452919.500000 Penalty: 5128.142578
	Iteration 3F: 3 clusters Score -2452920 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2453856.500000 Penalty: 5128.142578
	Iteration 4F: 3 clusters Score -2453856 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2454972.250000 Penalty: 5128.142578
	Iteration 5F: 3 clusters Score -2454972 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2456246.500000 Penalty: 5128.142578
	Iteration 6F: 3 clusters Score -2456246 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2457547.750000 Penalty: 5128.142578
	Iteration 7F: 3 clusters Score -2457548 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2458683.250000 Penalty: 5128.142578
	Iteration 8F: 3 clusters Score -2458683 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2459728.750000 Penalty: 5128.142578
	Iteration 9Q: 3 clusters Score -2459729 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2460547.500000 Penalty: 5128.142578
	Iteration 10Q: 3 clusters Score -2460548 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2461159.500000 Penalty: 5128.142578
	Iteration 11Q: 3 clusters Score -2461160 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2461636.500000 Penalty: 5128.142578
	Iteration 12Q: 3 clusters Score -2461636 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2461918.750000 Penalty: 5128.142578
	Iteration 13Q: 3 clusters Score -2461919 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2462111.000000 Penalty: 5128.142578
	Iteration 14Q: 3 clusters Score -2462111 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2462262.500000 Penalty: 5128.142578
	Iteration 15Q: 3 clusters Score -2462262 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2462386.250000 Penalty: 5128.142578
	Iteration 16Q: 3 clusters Score -2462386 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2462484.250000 Penalty: 5128.142578
	Iteration 17Q: 3 clusters Score -2462484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2462572.500000 Penalty: 5128.142578
	Iteration 18Q: 3 clusters Score -2462572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2462640.000000 Penalty: 5128.142578
	Iteration 19Q: 3 clusters Score -2462640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2462697.000000 Penalty: 5128.142578
	Iteration 20F: 3 clusters Score -2462697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2462741.000000 Penalty: 5128.142578
	Iteration 21Q: 3 clusters Score -2462741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2462775.750000 Penalty: 5128.142578
	Iteration 22Q: 3 clusters Score -2462776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2462802.000000 Penalty: 5128.142578
	Iteration 23Q: 3 clusters Score -2462802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2462824.250000 Penalty: 5128.142578
	Iteration 24Q: 3 clusters Score -2462824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2462841.000000 Penalty: 5128.142578
	Iteration 25Q: 3 clusters Score -2462841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2462850.500000 Penalty: 5128.142578
	Iteration 26Q: 3 clusters Score -2462850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2462860.750000 Penalty: 5128.142578
	Iteration 27Q: 3 clusters Score -2462861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2462870.250000 Penalty: 5128.142578
	Iteration 28Q: 3 clusters Score -2462870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2462873.250000 Penalty: 5128.142578
	Iteration 29Q: 3 clusters Score -2462873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2462872.000000 Penalty: 5128.142578
	Iteration 30Q: 3 clusters Score -2462872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2462872.500000 Penalty: 5128.142578
	Iteration 31Q: 3 clusters Score -2462872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2462872.750000 Penalty: 5128.142578
	Iteration 32Q: 3 clusters Score -2462873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2462875.500000 Penalty: 5128.142578
	Iteration 33Q: 3 clusters Score -2462876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2462878.000000 Penalty: 5128.142578
	Iteration 34Q: 3 clusters Score -2462878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2462877.750000 Penalty: 5128.142578
	Iteration 35Q: 3 clusters Score -2462878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2462880.500000 Penalty: 5128.142578
	Iteration 36Q: 3 clusters Score -2462880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2462886.000000 Penalty: 5128.142578
	Iteration 37Q: 3 clusters Score -2462886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2462887.500000 Penalty: 5128.142578
	Iteration 38Q: 3 clusters Score -2462888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2462885.500000 Penalty: 5128.142578
	Iteration 39Q: 3 clusters Score -2462886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2462886.000000 Penalty: 5128.142578
	Iteration 40F: 3 clusters Score -2462886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Entering Unmasked Estep 
Score: -1147429.250000 Penalty: 2373.819824
	Iteration 0F: 2 clusters Score -1147429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1137015.125000 Penalty: 4747.639648
	Iteration 0F: 3 clusters Score -1137015 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1140319.750000 Penalty: 4747.639648
	Iteration 1F: 3 clusters Score -1140320 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1140752.375000 Penalty: 4747.639648
	Iteration 2F: 3 clusters Score -1140752 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1141205.375000 Penalty: 4747.639648
	Iteration 3F: 3 clusters Score -1141205 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1141664.750000 Penalty: 4747.639648
	Iteration 4F: 3 clusters Score -1141665 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1142210.125000 Penalty: 4747.639648
	Iteration 5F: 3 clusters Score -1142210 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1142806.750000 Penalty: 4747.639648
	Iteration 6F: 3 clusters Score -1142807 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1143458.000000 Penalty: 4747.639648
	Iteration 7F: 3 clusters Score -1143458 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1144009.000000 Penalty: 4747.639648
	Iteration 8Q: 3 clusters Score -1144009 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1144461.500000 Penalty: 4747.639648
	Iteration 9Q: 3 clusters Score -1144462 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1144781.750000 Penalty: 4747.639648
	Iteration 10Q: 3 clusters Score -1144782 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1144983.625000 Penalty: 4747.639648
	Iteration 11Q: 3 clusters Score -1144984 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1145100.875000 Penalty: 4747.639648
	Iteration 12Q: 3 clusters Score -1145101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1145173.250000 Penalty: 4747.639648
	Iteration 13Q: 3 clusters Score -1145173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1145228.000000 Penalty: 4747.639648
	Iteration 14Q: 3 clusters Score -1145228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1145272.500000 Penalty: 4747.639648
	Iteration 15Q: 3 clusters Score -1145272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1145304.625000 Penalty: 4747.639648
	Iteration 16Q: 3 clusters Score -1145305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1145323.875000 Penalty: 4747.639648
	Iteration 17Q: 3 clusters Score -1145324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1145339.500000 Penalty: 4747.639648
	Iteration 18Q: 3 clusters Score -1145340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1145350.625000 Penalty: 4747.639648
	Iteration 19Q: 3 clusters Score -1145351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1145357.125000 Penalty: 4747.639648
	Iteration 20F: 3 clusters Score -1145357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1145368.625000 Penalty: 4747.639648
	Iteration 21Q: 3 clusters Score -1145369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1145373.750000 Penalty: 4747.639648
	Iteration 22Q: 3 clusters Score -1145374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1145375.375000 Penalty: 4747.639648
	Iteration 23Q: 3 clusters Score -1145375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1145376.250000 Penalty: 4747.639648
	Iteration 24Q: 3 clusters Score -1145376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1145376.250000 Penalty: 4747.639648
	Iteration 25F: 3 clusters Score -1145376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Entering Unmasked Estep 
Score: -1864086.250000 Penalty: 2498.829834
	Iteration 0F: 2 clusters Score -1864086 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 11896 members 
Entering Unmasked Estep 
Score: -1847515.000000 Penalty: 4997.659668
	Iteration 0F: 3 clusters Score -1847515 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1853402.875000 Penalty: 4997.659668
	Iteration 1F: 3 clusters Score -1853403 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1854037.375000 Penalty: 4997.659668
	Iteration 2F: 3 clusters Score -1854037 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1854729.250000 Penalty: 4997.659668
	Iteration 3F: 3 clusters Score -1854729 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1855587.875000 Penalty: 4997.659668
	Iteration 4F: 3 clusters Score -1855588 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1856637.000000 Penalty: 4997.659668
	Iteration 5F: 3 clusters Score -1856637 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1857704.125000 Penalty: 4997.659668
	Iteration 6F: 3 clusters Score -1857704 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1858661.750000 Penalty: 4997.659668
	Iteration 7F: 3 clusters Score -1858662 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1859377.250000 Penalty: 4997.659668
	Iteration 8F: 3 clusters Score -1859377 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1859841.000000 Penalty: 4997.659668
	Iteration 9Q: 3 clusters Score -1859841 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1860117.375000 Penalty: 4997.659668
	Iteration 10Q: 3 clusters Score -1860117 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1860259.875000 Penalty: 4997.659668
	Iteration 11Q: 3 clusters Score -1860260 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1860381.625000 Penalty: 4997.659668
	Iteration 12Q: 3 clusters Score -1860382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1860455.875000 Penalty: 4997.659668
	Iteration 13Q: 3 clusters Score -1860456 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1860504.875000 Penalty: 4997.659668
	Iteration 14Q: 3 clusters Score -1860505 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1860555.875000 Penalty: 4997.659668
	Iteration 15Q: 3 clusters Score -1860556 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1860597.750000 Penalty: 4997.659668
	Iteration 16Q: 3 clusters Score -1860598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1860629.125000 Penalty: 4997.659668
	Iteration 17Q: 3 clusters Score -1860629 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1860661.375000 Penalty: 4997.659668
	Iteration 18Q: 3 clusters Score -1860661 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1860703.875000 Penalty: 4997.659668
	Iteration 19Q: 3 clusters Score -1860704 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1860753.625000 Penalty: 4997.659668
	Iteration 20F: 3 clusters Score -1860754 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1860806.250000 Penalty: 4997.659668
	Iteration 21Q: 3 clusters Score -1860806 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1860874.875000 Penalty: 4997.659668
	Iteration 22Q: 3 clusters Score -1860875 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1860962.500000 Penalty: 4997.659668
	Iteration 23Q: 3 clusters Score -1860962 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1861101.250000 Penalty: 4997.659668
	Iteration 24Q: 3 clusters Score -1861101 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1861239.000000 Penalty: 4997.659668
	Iteration 25Q: 3 clusters Score -1861239 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1861413.625000 Penalty: 4997.659668
	Iteration 26Q: 3 clusters Score -1861414 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1861583.500000 Penalty: 4997.659668
	Iteration 27Q: 3 clusters Score -1861584 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1861812.625000 Penalty: 4997.659668
	Iteration 28Q: 3 clusters Score -1861813 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -1862101.750000 Penalty: 4997.659668
	Iteration 29Q: 3 clusters Score -1862102 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1862364.375000 Penalty: 4997.659668
	Iteration 30Q: 3 clusters Score -1862364 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -1862568.125000 Penalty: 4997.659668
	Iteration 31Q: 3 clusters Score -1862568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1862683.000000 Penalty: 4997.659668
	Iteration 32Q: 3 clusters Score -1862683 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1862738.125000 Penalty: 4997.659668
	Iteration 33Q: 3 clusters Score -1862738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1862767.375000 Penalty: 4997.659668
	Iteration 34Q: 3 clusters Score -1862767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -1862808.000000 Penalty: 4997.659668
	Iteration 35Q: 3 clusters Score -1862808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1862832.625000 Penalty: 4997.659668
	Iteration 36Q: 3 clusters Score -1862833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -1862849.500000 Penalty: 4997.659668
	Iteration 37Q: 3 clusters Score -1862850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -1862861.750000 Penalty: 4997.659668
	Iteration 38Q: 3 clusters Score -1862862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -1862876.375000 Penalty: 4997.659668
	Iteration 39Q: 3 clusters Score -1862876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1862889.375000 Penalty: 4997.659668
	Iteration 40F: 3 clusters Score -1862889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1862905.500000 Penalty: 4997.659668
	Iteration 41Q: 3 clusters Score -1862906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1862906.750000 Penalty: 4997.659668
	Iteration 42Q: 3 clusters Score -1862907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -1862919.375000 Penalty: 4997.659668
	Iteration 43Q: 3 clusters Score -1862919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -1862921.500000 Penalty: 4997.659668
	Iteration 44Q: 3 clusters Score -1862922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1862936.000000 Penalty: 4997.659668
	Iteration 45Q: 3 clusters Score -1862936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -1862938.125000 Penalty: 4997.659668
	Iteration 46Q: 3 clusters Score -1862938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -1862940.000000 Penalty: 4997.659668
	Iteration 47Q: 3 clusters Score -1862940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -1862937.750000 Penalty: 4997.659668
	Iteration 48Q: 3 clusters Score -1862938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -1862941.625000 Penalty: 4997.659668
	Iteration 49Q: 3 clusters Score -1862942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -1862943.750000 Penalty: 4997.659668
	Iteration 50Q: 3 clusters Score -1862944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1862940.875000 Penalty: 4997.659668
	Iteration 51Q: 3 clusters Score -1862941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -1862942.250000 Penalty: 4997.659668
	Iteration 52Q: 3 clusters Score -1862942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -1862941.625000 Penalty: 4997.659668
	Iteration 53Q: 3 clusters Score -1862942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1862944.000000 Penalty: 4997.659668
	Iteration 54Q: 3 clusters Score -1862944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1862945.125000 Penalty: 4997.659668
	Iteration 55Q: 3 clusters Score -1862945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1862944.500000 Penalty: 4997.659668
	Iteration 56Q: 3 clusters Score -1862944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -1862944.375000 Penalty: 4997.659668
	Iteration 57Q: 3 clusters Score -1862944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -1862946.750000 Penalty: 4997.659668
	Iteration 58Q: 3 clusters Score -1862947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1862945.125000 Penalty: 4997.659668
	Iteration 59Q: 3 clusters Score -1862945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1862948.375000 Penalty: 4997.659668
	Iteration 60F: 3 clusters Score -1862948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -1862951.375000 Penalty: 4997.659668
	Iteration 61Q: 3 clusters Score -1862951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -1862949.625000 Penalty: 4997.659668
	Iteration 62Q: 3 clusters Score -1862950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -1862951.375000 Penalty: 4997.659668
	Iteration 63Q: 3 clusters Score -1862951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -1862953.125000 Penalty: 4997.659668
	Iteration 64Q: 3 clusters Score -1862953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -1862956.500000 Penalty: 4997.659668
	Iteration 65Q: 3 clusters Score -1862956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -1862955.250000 Penalty: 4997.659668
	Iteration 66Q: 3 clusters Score -1862955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -1862949.875000 Penalty: 4997.659668
	Iteration 67Q: 3 clusters Score -1862950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -1862953.125000 Penalty: 4997.659668
	Iteration 68Q: 3 clusters Score -1862953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -1862954.625000 Penalty: 4997.659668
	Iteration 69Q: 3 clusters Score -1862955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1862955.375000 Penalty: 4997.659668
	Iteration 70Q: 3 clusters Score -1862955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1862955.375000 Penalty: 4997.659668
	Iteration 71F: 3 clusters Score -1862955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (203220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203220 members 
Entering Unmasked Estep 
Score: -16454544.000000 Penalty: 3031.066895
	Iteration 0F: 2 clusters Score -1.645454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 101604 members 
Entering Unmasked Estep 
Score: -16317997.000000 Penalty: 6062.133789
	Iteration 0F: 3 clusters Score -1.6318e+07 nChanged 97867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -16375121.000000 Penalty: 6062.133789
	Iteration 1F: 3 clusters Score -1.637512e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -16376019.000000 Penalty: 6062.133789
	Iteration 2Q: 3 clusters Score -1.637602e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -16377101.000000 Penalty: 6062.133789
	Iteration 3Q: 3 clusters Score -1.63771e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -16378572.000000 Penalty: 6062.133789
	Iteration 4Q: 3 clusters Score -1.637857e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -16380589.000000 Penalty: 6062.133789
	Iteration 5Q: 3 clusters Score -1.638059e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -16383457.000000 Penalty: 6062.133789
	Iteration 6Q: 3 clusters Score -1.638346e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -16387483.000000 Penalty: 6062.133789
	Iteration 7Q: 3 clusters Score -1.638748e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -16392875.000000 Penalty: 6062.133789
	Iteration 8F: 3 clusters Score -1.639288e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 136576 members 
Entering Unmasked Estep 
Score: -16399513.000000 Penalty: 6062.133789
	Iteration 9F: 3 clusters Score -1.639951e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 146699 members 
Entering Unmasked Estep 
Score: -16407406.000000 Penalty: 6062.133789
	Iteration 10F: 3 clusters Score -1.640741e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -16415611.000000 Penalty: 6062.133789
	Iteration 11F: 3 clusters Score -1.641561e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 166479 members 
Entering Unmasked Estep 
Score: -16423544.000000 Penalty: 6062.133789
	Iteration 12F: 3 clusters Score -1.642354e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 174640 members 
Entering Unmasked Estep 
Score: -16430373.000000 Penalty: 6062.133789
	Iteration 13Q: 3 clusters Score -1.643037e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -16435509.000000 Penalty: 6062.133789
	Iteration 14Q: 3 clusters Score -1.643551e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 186513 members 
Entering Unmasked Estep 
Score: -16439787.000000 Penalty: 6062.133789
	Iteration 15Q: 3 clusters Score -1.643979e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 190882 members 
Entering Unmasked Estep 
Score: -16443169.000000 Penalty: 6062.133789
	Iteration 16Q: 3 clusters Score -1.644317e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 194422 members 
Entering Unmasked Estep 
Score: -16445758.000000 Penalty: 6062.133789
	Iteration 17Q: 3 clusters Score -1.644576e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 197222 members 
Entering Unmasked Estep 
Score: -16447998.000000 Penalty: 6062.133789
	Iteration 18Q: 3 clusters Score -1.6448e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 199252 members 
Entering Unmasked Estep 
Score: -16449537.000000 Penalty: 6062.133789
	Iteration 19Q: 3 clusters Score -1.644954e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 200556 members 
Entering Unmasked Estep 
Score: -16450530.000000 Penalty: 6062.133789
	Iteration 20F: 3 clusters Score -1.645053e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 201328 members 
Entering Unmasked Estep 
Score: -16451139.000000 Penalty: 6062.133789
	Iteration 21Q: 3 clusters Score -1.645114e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 201771 members 
Entering Unmasked Estep 
Score: -16451496.000000 Penalty: 6062.133789
	Iteration 22Q: 3 clusters Score -1.64515e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 202028 members 
Entering Unmasked Estep 
Score: -16451728.000000 Penalty: 6062.133789
	Iteration 23Q: 3 clusters Score -1.645173e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 202182 members 
Entering Unmasked Estep 
Score: -16451853.000000 Penalty: 6062.133789
	Iteration 24Q: 3 clusters Score -1.645185e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 202283 members 
Entering Unmasked Estep 
Score: -16451970.000000 Penalty: 6062.133789
	Iteration 25Q: 3 clusters Score -1.645197e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 202338 members 
Entering Unmasked Estep 
Score: -16452018.000000 Penalty: 6062.133789
	Iteration 26Q: 3 clusters Score -1.645202e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 202383 members 
Entering Unmasked Estep 
Score: -16452052.000000 Penalty: 6062.133789
	Iteration 27Q: 3 clusters Score -1.645205e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 202410 members 
Entering Unmasked Estep 
Score: -16452100.000000 Penalty: 6062.133789
	Iteration 28Q: 3 clusters Score -1.64521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 202427 members 
Entering Unmasked Estep 
Score: -16452133.000000 Penalty: 6062.133789
	Iteration 29Q: 3 clusters Score -1.645213e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 202448 members 
Entering Unmasked Estep 
Score: -16452154.000000 Penalty: 6062.133789
	Iteration 30Q: 3 clusters Score -1.645215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 202459 members 
Entering Unmasked Estep 
Score: -16452179.000000 Penalty: 6062.133789
	Iteration 31Q: 3 clusters Score -1.645218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 202474 members 
Entering Unmasked Estep 
Score: -16452200.000000 Penalty: 6062.133789
	Iteration 32Q: 3 clusters Score -1.64522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 202493 members 
Entering Unmasked Estep 
Score: -16452197.000000 Penalty: 6062.133789
	Iteration 33Q: 3 clusters Score -1.64522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 202502 members 
Entering Unmasked Estep 
Score: -16452212.000000 Penalty: 6062.133789
	Iteration 34Q: 3 clusters Score -1.645221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 202511 members 
Entering Unmasked Estep 
Score: -16452231.000000 Penalty: 6062.133789
	Iteration 35Q: 3 clusters Score -1.645223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 202514 members 
Entering Unmasked Estep 
Score: -16452234.000000 Penalty: 6062.133789
	Iteration 36Q: 3 clusters Score -1.645223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 202516 members 
Entering Unmasked Estep 
Score: -16452235.000000 Penalty: 6062.133789
	Iteration 37Q: 3 clusters Score -1.645224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 202517 members 
Entering Unmasked Estep 
Score: -16452240.000000 Penalty: 6062.133789
	Iteration 38Q: 3 clusters Score -1.645224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 202518 members 
Entering Unmasked Estep 
Score: -16452238.000000 Penalty: 6062.133789
	Iteration 39Q: 3 clusters Score -1.645224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 202520 members 
Entering Unmasked Estep 
Score: -16452245.000000 Penalty: 6062.133789
	Iteration 40F: 3 clusters Score -1.645224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 202521 members 
Entering Unmasked Estep 
Score: -16452245.000000 Penalty: 6062.133789
	Iteration 41Q: 3 clusters Score -1.645224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 202521 members 
Entering Unmasked Estep 
Score: -16452255.000000 Penalty: 6062.133789
	Iteration 42Q: 3 clusters Score -1.645226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 202523 members 
Entering Unmasked Estep 
Score: -16452267.000000 Penalty: 6062.133789
	Iteration 43Q: 3 clusters Score -1.645227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 202524 members 
Entering Unmasked Estep 
Score: -16452261.000000 Penalty: 6062.133789
	Iteration 44Q: 3 clusters Score -1.645226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 202525 members 
Entering Unmasked Estep 
Score: -16452277.000000 Penalty: 6062.133789
	Iteration 45Q: 3 clusters Score -1.645228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 202522 members 
Entering Unmasked Estep 
Score: -16452269.000000 Penalty: 6062.133789
	Iteration 46Q: 3 clusters Score -1.645227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 202520 members 
Entering Unmasked Estep 
Score: -16452282.000000 Penalty: 6062.133789
	Iteration 47Q: 3 clusters Score -1.645228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 202517 members 
Entering Unmasked Estep 
Score: -16452303.000000 Penalty: 6062.133789
	Iteration 48Q: 3 clusters Score -1.64523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 202512 members 
Entering Unmasked Estep 
Score: -16452293.000000 Penalty: 6062.133789
	Iteration 49Q: 3 clusters Score -1.645229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 202510 members 
Entering Unmasked Estep 
Score: -16452287.000000 Penalty: 6062.133789
	Iteration 50Q: 3 clusters Score -1.645229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 202510 members 
Entering Unmasked Estep 
Score: -16452298.000000 Penalty: 6062.133789
	Iteration 51Q: 3 clusters Score -1.64523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 202510 members 
Entering Unmasked Estep 
Score: -16452293.000000 Penalty: 6062.133789
	Iteration 52Q: 3 clusters Score -1.645229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 202509 members 
Entering Unmasked Estep 
Score: -16452303.000000 Penalty: 6062.133789
	Iteration 53Q: 3 clusters Score -1.64523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 202510 members 
Entering Unmasked Estep 
Score: -16452291.000000 Penalty: 6062.133789
	Iteration 54Q: 3 clusters Score -1.645229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 202510 members 
Entering Unmasked Estep 
Score: -16452292.000000 Penalty: 6062.133789
	Iteration 55Q: 3 clusters Score -1.645229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 202509 members 
Entering Unmasked Estep 
Score: -16452290.000000 Penalty: 6062.133789
	Iteration 56Q: 3 clusters Score -1.645229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -16452301.000000 Penalty: 6062.133789
	Iteration 57Q: 3 clusters Score -1.64523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 202507 members 
Entering Unmasked Estep 
Score: -16452296.000000 Penalty: 6062.133789
	Iteration 58Q: 3 clusters Score -1.64523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 202506 members 
Entering Unmasked Estep 
Score: -16452304.000000 Penalty: 6062.133789
	Iteration 59Q: 3 clusters Score -1.64523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 202506 members 
Entering Unmasked Estep 
Score: -16452312.000000 Penalty: 6062.133789
	Iteration 60F: 3 clusters Score -1.645231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -16452308.000000 Penalty: 6062.133789
	Iteration 61Q: 3 clusters Score -1.645231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 202508 members 
Entering Unmasked Estep 
Score: -16452308.000000 Penalty: 6062.133789
	Iteration 62F: 3 clusters Score -1.645231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -86974.531250 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -86974.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -84940.304688 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -84940.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85241.570312 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -85241.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -85311.695312 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -85311.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -85343.023438 Penalty: 3509.601318
	Iteration 3Q: 3 clusters Score -85343.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85375.054688 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -85375.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85389.453125 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -85389.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85399.742188 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -85399.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85403.828125 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -85403.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85408.781250 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -85408.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -85412.218750 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -85412.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -85416.734375 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -85416.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85426.812500 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -85426.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -85436.328125 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -85436.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -85438.898438 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -85438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -85439.437500 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -85439.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85439.703125 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -85439.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85439.703125 Penalty: 3509.601318
	Iteration 16F: 3 clusters Score -85439.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -375842.718750 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -375842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -371325.000000 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -371325 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -372517.062500 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -372517.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -372753.562500 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -372753.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -372933.281250 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -372933.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -373145.406250 Penalty: 4226.310059
	Iteration 4Q: 3 clusters Score -373145.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -373364.843750 Penalty: 4226.310059
	Iteration 5F: 3 clusters Score -373364.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -373623.062500 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -373623.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -373920.843750 Penalty: 4226.310059
	Iteration 7F: 3 clusters Score -373920.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -374399.125000 Penalty: 4226.310059
	Iteration 8F: 3 clusters Score -374399.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -375247.281250 Penalty: 4226.310059
	Iteration 9F: 3 clusters Score -375247.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -376174.562500 Penalty: 4226.310059
	Iteration 10F: 3 clusters Score -376174.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -376528.468750 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -376528.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -376706.312500 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -376706.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -376776.718750 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -376776.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -376806.468750 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -376806.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -376817.375000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -376817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -376824.406250 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -376824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -376828.031250 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -376828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -376830.218750 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -376830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -376833.500000 Penalty: 4226.310059
	Iteration 19Q: 3 clusters Score -376833.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -376837.687500 Penalty: 4226.310059
	Iteration 20F: 3 clusters Score -376837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376843.468750 Penalty: 4226.310059
	Iteration 21Q: 3 clusters Score -376843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376844.031250 Penalty: 4226.310059
	Iteration 22Q: 3 clusters Score -376844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -376845.562500 Penalty: 4226.310059
	Iteration 23Q: 3 clusters Score -376845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -376845.968750 Penalty: 4226.310059
	Iteration 24Q: 3 clusters Score -376846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -376845.968750 Penalty: 4226.310059
	Iteration 25F: 3 clusters Score -376846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 108934 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 163916 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 203220 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 100824 members 
Mstep: Class 19 contains 853535 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32405 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21869 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 30728 members 
Mstep: Class 30 contains 18420 members 
Mstep: Class 31 contains 22397 members 
Mstep: Class 32 contains 848 members 
Mstep: Class 33 contains 1709 members 
Entering Unmasked Estep 
Score: -142767072.000000 Penalty: 117974.585938
Splitting cluster 16 changes total score from -142766608.000000 to -142767072.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (19756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Entering Unmasked Estep 
Score: -1533978.875000 Penalty: 2453.020752
	Iteration 0F: 2 clusters Score -1533979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1520101.125000 Penalty: 4906.041504
	Iteration 0F: 3 clusters Score -1520101 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1524971.750000 Penalty: 4906.041504
	Iteration 1F: 3 clusters Score -1524972 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1525559.125000 Penalty: 4906.041504
	Iteration 2F: 3 clusters Score -1525559 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1526077.250000 Penalty: 4906.041504
	Iteration 3F: 3 clusters Score -1526077 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1526591.375000 Penalty: 4906.041504
	Iteration 4F: 3 clusters Score -1526591 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1527165.250000 Penalty: 4906.041504
	Iteration 5Q: 3 clusters Score -1527165 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1527785.625000 Penalty: 4906.041504
	Iteration 6F: 3 clusters Score -1527786 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1528477.750000 Penalty: 4906.041504
	Iteration 7F: 3 clusters Score -1528478 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1529273.125000 Penalty: 4906.041504
	Iteration 8F: 3 clusters Score -1529273 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1530049.250000 Penalty: 4906.041504
	Iteration 9Q: 3 clusters Score -1530049 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1530699.500000 Penalty: 4906.041504
	Iteration 10Q: 3 clusters Score -1530700 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1531128.625000 Penalty: 4906.041504
	Iteration 11Q: 3 clusters Score -1531129 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1531406.750000 Penalty: 4906.041504
	Iteration 12Q: 3 clusters Score -1531407 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1531601.625000 Penalty: 4906.041504
	Iteration 13Q: 3 clusters Score -1531602 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1531770.625000 Penalty: 4906.041504
	Iteration 14Q: 3 clusters Score -1531771 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1531897.875000 Penalty: 4906.041504
	Iteration 15Q: 3 clusters Score -1531898 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1531980.875000 Penalty: 4906.041504
	Iteration 16Q: 3 clusters Score -1531981 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1532030.250000 Penalty: 4906.041504
	Iteration 17Q: 3 clusters Score -1532030 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1532067.000000 Penalty: 4906.041504
	Iteration 18Q: 3 clusters Score -1532067 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1532091.000000 Penalty: 4906.041504
	Iteration 19Q: 3 clusters Score -1532091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1532106.750000 Penalty: 4906.041504
	Iteration 20F: 3 clusters Score -1532107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1532114.500000 Penalty: 4906.041504
	Iteration 21Q: 3 clusters Score -1532114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1532126.125000 Penalty: 4906.041504
	Iteration 22Q: 3 clusters Score -1532126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1532130.625000 Penalty: 4906.041504
	Iteration 23Q: 3 clusters Score -1532131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1532137.250000 Penalty: 4906.041504
	Iteration 24Q: 3 clusters Score -1532137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1532138.250000 Penalty: 4906.041504
	Iteration 25Q: 3 clusters Score -1532138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1532146.000000 Penalty: 4906.041504
	Iteration 26Q: 3 clusters Score -1532146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1532145.000000 Penalty: 4906.041504
	Iteration 27Q: 3 clusters Score -1532145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1532150.500000 Penalty: 4906.041504
	Iteration 28Q: 3 clusters Score -1532150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1532159.875000 Penalty: 4906.041504
	Iteration 29Q: 3 clusters Score -1532160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1532160.125000 Penalty: 4906.041504
	Iteration 30Q: 3 clusters Score -1532160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1532163.000000 Penalty: 4906.041504
	Iteration 31Q: 3 clusters Score -1532163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1532159.875000 Penalty: 4906.041504
	Iteration 32Q: 3 clusters Score -1532160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1532160.500000 Penalty: 4906.041504
	Iteration 33Q: 3 clusters Score -1532160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1532158.875000 Penalty: 4906.041504
	Iteration 34Q: 3 clusters Score -1532159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1532161.250000 Penalty: 4906.041504
	Iteration 35Q: 3 clusters Score -1532161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1532158.000000 Penalty: 4906.041504
	Iteration 36Q: 3 clusters Score -1532158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1532165.875000 Penalty: 4906.041504
	Iteration 37Q: 3 clusters Score -1532166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1532166.375000 Penalty: 4906.041504
	Iteration 38Q: 3 clusters Score -1532166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1532167.875000 Penalty: 4906.041504
	Iteration 39Q: 3 clusters Score -1532168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1532172.625000 Penalty: 4906.041504
	Iteration 40F: 3 clusters Score -1532173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1532175.000000 Penalty: 4906.041504
	Iteration 41Q: 3 clusters Score -1532175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1532171.250000 Penalty: 4906.041504
	Iteration 42Q: 3 clusters Score -1532171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1532174.500000 Penalty: 4906.041504
	Iteration 43Q: 3 clusters Score -1532174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1532176.500000 Penalty: 4906.041504
	Iteration 44Q: 3 clusters Score -1532176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1532178.250000 Penalty: 4906.041504
	Iteration 45Q: 3 clusters Score -1532178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1532182.125000 Penalty: 4906.041504
	Iteration 46Q: 3 clusters Score -1532182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1532178.000000 Penalty: 4906.041504
	Iteration 47Q: 3 clusters Score -1532178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1532179.250000 Penalty: 4906.041504
	Iteration 48Q: 3 clusters Score -1532179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1532179.875000 Penalty: 4906.041504
	Iteration 49Q: 3 clusters Score -1532180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1532180.750000 Penalty: 4906.041504
	Iteration 50Q: 3 clusters Score -1532181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1532183.500000 Penalty: 4906.041504
	Iteration 51Q: 3 clusters Score -1532184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1532182.500000 Penalty: 4906.041504
	Iteration 52Q: 3 clusters Score -1532182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1532185.375000 Penalty: 4906.041504
	Iteration 53Q: 3 clusters Score -1532185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1532186.500000 Penalty: 4906.041504
	Iteration 54Q: 3 clusters Score -1532186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1532184.000000 Penalty: 4906.041504
	Iteration 55Q: 3 clusters Score -1532184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1532184.000000 Penalty: 4906.041504
	Iteration 56Q: 3 clusters Score -1532184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1532184.000000 Penalty: 4906.041504
	Iteration 57F: 3 clusters Score -1532184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (100824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100824 members 
Entering Unmasked Estep 
Score: -8284410.000000 Penalty: 2857.240723
	Iteration 0F: 2 clusters Score -8284410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -8216748.500000 Penalty: 5714.481445
	Iteration 0F: 3 clusters Score -8216748 nChanged 47917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -8244044.000000 Penalty: 5714.481445
	Iteration 1F: 3 clusters Score -8244044 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -8244623.000000 Penalty: 5714.481445
	Iteration 2Q: 3 clusters Score -8244623 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -8245239.500000 Penalty: 5714.481445
	Iteration 3Q: 3 clusters Score -8245240 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -8245900.000000 Penalty: 5714.481445
	Iteration 4Q: 3 clusters Score -8245900 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -8246945.000000 Penalty: 5714.481445
	Iteration 5Q: 3 clusters Score -8246945 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -8248424.000000 Penalty: 5714.481445
	Iteration 6Q: 3 clusters Score -8248424 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -8250949.500000 Penalty: 5714.481445
	Iteration 7Q: 3 clusters Score -8250950 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -8254748.000000 Penalty: 5714.481445
	Iteration 8F: 3 clusters Score -8254748 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -8259875.500000 Penalty: 5714.481445
	Iteration 9F: 3 clusters Score -8259876 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -8265460.000000 Penalty: 5714.481445
	Iteration 10F: 3 clusters Score -8265460 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -8269903.000000 Penalty: 5714.481445
	Iteration 11F: 3 clusters Score -8269903 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -8272839.500000 Penalty: 5714.481445
	Iteration 12Q: 3 clusters Score -8272840 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -8274878.000000 Penalty: 5714.481445
	Iteration 13Q: 3 clusters Score -8274878 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -8276460.500000 Penalty: 5714.481445
	Iteration 14Q: 3 clusters Score -8276460 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -8277776.000000 Penalty: 5714.481445
	Iteration 15Q: 3 clusters Score -8277776 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -8278810.500000 Penalty: 5714.481445
	Iteration 16Q: 3 clusters Score -8278810 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 89584 members 
Entering Unmasked Estep 
Score: -8279639.500000 Penalty: 5714.481445
	Iteration 17Q: 3 clusters Score -8279640 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -8280252.500000 Penalty: 5714.481445
	Iteration 18Q: 3 clusters Score -8280252 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -8280734.000000 Penalty: 5714.481445
	Iteration 19Q: 3 clusters Score -8280734 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -8281045.000000 Penalty: 5714.481445
	Iteration 20F: 3 clusters Score -8281045 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -8281265.000000 Penalty: 5714.481445
	Iteration 21Q: 3 clusters Score -8281265 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -8281458.500000 Penalty: 5714.481445
	Iteration 22Q: 3 clusters Score -8281458 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -8281568.500000 Penalty: 5714.481445
	Iteration 23Q: 3 clusters Score -8281568 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -8281696.500000 Penalty: 5714.481445
	Iteration 24Q: 3 clusters Score -8281696 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -8281765.000000 Penalty: 5714.481445
	Iteration 25Q: 3 clusters Score -8281765 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -8281852.000000 Penalty: 5714.481445
	Iteration 26Q: 3 clusters Score -8281852 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -8281887.500000 Penalty: 5714.481445
	Iteration 27Q: 3 clusters Score -8281888 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -8281967.500000 Penalty: 5714.481445
	Iteration 28Q: 3 clusters Score -8281968 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -8282024.500000 Penalty: 5714.481445
	Iteration 29Q: 3 clusters Score -8282024 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -8282095.500000 Penalty: 5714.481445
	Iteration 30Q: 3 clusters Score -8282096 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 96003 members 
Entering Unmasked Estep 
Score: -8282167.000000 Penalty: 5714.481445
	Iteration 31Q: 3 clusters Score -8282167 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -8282183.000000 Penalty: 5714.481445
	Iteration 32Q: 3 clusters Score -8282183 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -8282205.500000 Penalty: 5714.481445
	Iteration 33Q: 3 clusters Score -8282206 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -8282244.500000 Penalty: 5714.481445
	Iteration 34Q: 3 clusters Score -8282244 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -8282272.000000 Penalty: 5714.481445
	Iteration 35Q: 3 clusters Score -8282272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -8282307.000000 Penalty: 5714.481445
	Iteration 36Q: 3 clusters Score -8282307 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 97000 members 
Entering Unmasked Estep 
Score: -8282334.500000 Penalty: 5714.481445
	Iteration 37Q: 3 clusters Score -8282334 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -8282375.500000 Penalty: 5714.481445
	Iteration 38Q: 3 clusters Score -8282376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -8282398.000000 Penalty: 5714.481445
	Iteration 39Q: 3 clusters Score -8282398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -8282420.500000 Penalty: 5714.481445
	Iteration 40F: 3 clusters Score -8282420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -8282438.000000 Penalty: 5714.481445
	Iteration 41Q: 3 clusters Score -8282438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 97510 members 
Entering Unmasked Estep 
Score: -8282442.500000 Penalty: 5714.481445
	Iteration 42Q: 3 clusters Score -8282442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -8282483.500000 Penalty: 5714.481445
	Iteration 43Q: 3 clusters Score -8282484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -8282480.000000 Penalty: 5714.481445
	Iteration 44Q: 3 clusters Score -8282480 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 97744 members 
Entering Unmasked Estep 
Score: -8282490.500000 Penalty: 5714.481445
	Iteration 45Q: 3 clusters Score -8282490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -8282506.000000 Penalty: 5714.481445
	Iteration 46Q: 3 clusters Score -8282506 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -8282518.000000 Penalty: 5714.481445
	Iteration 47Q: 3 clusters Score -8282518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 97917 members 
Entering Unmasked Estep 
Score: -8282534.000000 Penalty: 5714.481445
	Iteration 48Q: 3 clusters Score -8282534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 97963 members 
Entering Unmasked Estep 
Score: -8282538.000000 Penalty: 5714.481445
	Iteration 49Q: 3 clusters Score -8282538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -8282555.000000 Penalty: 5714.481445
	Iteration 50Q: 3 clusters Score -8282555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -8282556.000000 Penalty: 5714.481445
	Iteration 51Q: 3 clusters Score -8282556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -8282562.000000 Penalty: 5714.481445
	Iteration 52Q: 3 clusters Score -8282562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -8282565.000000 Penalty: 5714.481445
	Iteration 53Q: 3 clusters Score -8282565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -8282562.500000 Penalty: 5714.481445
	Iteration 54Q: 3 clusters Score -8282562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -8282557.000000 Penalty: 5714.481445
	Iteration 55Q: 3 clusters Score -8282557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -8282564.500000 Penalty: 5714.481445
	Iteration 56Q: 3 clusters Score -8282564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -8282574.000000 Penalty: 5714.481445
	Iteration 57Q: 3 clusters Score -8282574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -8282577.000000 Penalty: 5714.481445
	Iteration 58Q: 3 clusters Score -8282577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -8282584.000000 Penalty: 5714.481445
	Iteration 59Q: 3 clusters Score -8282584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -8282585.500000 Penalty: 5714.481445
	Iteration 60F: 3 clusters Score -8282586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -8282577.500000 Penalty: 5714.481445
	Iteration 61Q: 3 clusters Score -8282578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -8282578.000000 Penalty: 5714.481445
	Iteration 62Q: 3 clusters Score -8282578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -8282575.000000 Penalty: 5714.481445
	Iteration 63Q: 3 clusters Score -8282575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -8282579.000000 Penalty: 5714.481445
	Iteration 64Q: 3 clusters Score -8282579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -8282581.000000 Penalty: 5714.481445
	Iteration 65Q: 3 clusters Score -8282581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -8282585.500000 Penalty: 5714.481445
	Iteration 66Q: 3 clusters Score -8282586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -8282585.500000 Penalty: 5714.481445
	Iteration 67F: 3 clusters Score -8282586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (853535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853535 members 
Entering Unmasked Estep 
Score: -68886128.000000 Penalty: 3386.971191
	Iteration 0F: 2 clusters Score -6.888613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426993 members 
Mstep: Class 2 contains 426542 members 
Entering Unmasked Estep 
Score: -68315544.000000 Penalty: 6773.942383
	Iteration 0F: 3 clusters Score -6.831554e+07 nChanged 417852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436903 members 
Mstep: Class 2 contains 416632 members 
Entering Unmasked Estep 
Score: -68570448.000000 Penalty: 6773.942383
	Iteration 1F: 3 clusters Score -6.857045e+07 nChanged 17909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444160 members 
Mstep: Class 2 contains 409375 members 
Entering Unmasked Estep 
Score: -68573448.000000 Penalty: 6773.942383
	Iteration 2Q: 3 clusters Score -6.857345e+07 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455501 members 
Mstep: Class 2 contains 398034 members 
Entering Unmasked Estep 
Score: -68577776.000000 Penalty: 6773.942383
	Iteration 3Q: 3 clusters Score -6.857778e+07 nChanged 26665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473460 members 
Mstep: Class 2 contains 380075 members 
Entering Unmasked Estep 
Score: -68584744.000000 Penalty: 6773.942383
	Iteration 4Q: 3 clusters Score -6.858474e+07 nChanged 35120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501016 members 
Mstep: Class 2 contains 352519 members 
Entering Unmasked Estep 
Score: -68597768.000000 Penalty: 6773.942383
	Iteration 5Q: 3 clusters Score -6.859777e+07 nChanged 46743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541801 members 
Mstep: Class 2 contains 311734 members 
Entering Unmasked Estep 
Score: -68619952.000000 Penalty: 6773.942383
	Iteration 6F: 3 clusters Score -6.861995e+07 nChanged 59522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597015 members 
Mstep: Class 2 contains 256520 members 
Entering Unmasked Estep 
Score: -68657768.000000 Penalty: 6773.942383
	Iteration 7F: 3 clusters Score -6.865777e+07 nChanged 68447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662924 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -68710496.000000 Penalty: 6773.942383
	Iteration 8F: 3 clusters Score -6.87105e+07 nChanged 66314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728186 members 
Mstep: Class 2 contains 125349 members 
Entering Unmasked Estep 
Score: -68767896.000000 Penalty: 6773.942383
	Iteration 9F: 3 clusters Score -6.87679e+07 nChanged 52044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779934 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -68815520.000000 Penalty: 6773.942383
	Iteration 10F: 3 clusters Score -6.881552e+07 nChanged 33876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813758 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -68846672.000000 Penalty: 6773.942383
	Iteration 11Q: 3 clusters Score -6.884667e+07 nChanged 19762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833510 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -68864672.000000 Penalty: 6773.942383
	Iteration 12Q: 3 clusters Score -6.886467e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844274 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -68874456.000000 Penalty: 6773.942383
	Iteration 13Q: 3 clusters Score -6.887446e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849424 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -68879200.000000 Penalty: 6773.942383
	Iteration 14Q: 3 clusters Score -6.88792e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851617 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -68881392.000000 Penalty: 6773.942383
	Iteration 15Q: 3 clusters Score -6.888139e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852500 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -68882336.000000 Penalty: 6773.942383
	Iteration 16Q: 3 clusters Score -6.888234e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852831 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68882680.000000 Penalty: 6773.942383
	Iteration 17Q: 3 clusters Score -6.888268e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852953 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -68882856.000000 Penalty: 6773.942383
	Iteration 18Q: 3 clusters Score -6.888286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853017 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -68882968.000000 Penalty: 6773.942383
	Iteration 19Q: 3 clusters Score -6.888297e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853043 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -68882976.000000 Penalty: 6773.942383
	Iteration 20F: 3 clusters Score -6.888298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853054 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68883008.000000 Penalty: 6773.942383
	Iteration 21Q: 3 clusters Score -6.888301e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853058 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68883048.000000 Penalty: 6773.942383
	Iteration 22Q: 3 clusters Score -6.888305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853058 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -68883040.000000 Penalty: 6773.942383
	Iteration 23Q: 3 clusters Score -6.888304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853068 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68883056.000000 Penalty: 6773.942383
	Iteration 24Q: 3 clusters Score -6.888306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853073 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68883040.000000 Penalty: 6773.942383
	Iteration 25Q: 3 clusters Score -6.888304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853072 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68883056.000000 Penalty: 6773.942383
	Iteration 26Q: 3 clusters Score -6.888306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853073 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68883048.000000 Penalty: 6773.942383
	Iteration 27Q: 3 clusters Score -6.888305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853077 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68883032.000000 Penalty: 6773.942383
	Iteration 28Q: 3 clusters Score -6.888303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853074 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -68883080.000000 Penalty: 6773.942383
	Iteration 29Q: 3 clusters Score -6.888308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853072 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68883024.000000 Penalty: 6773.942383
	Iteration 30Q: 3 clusters Score -6.888302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853075 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68883032.000000 Penalty: 6773.942383
	Iteration 31Q: 3 clusters Score -6.888303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853072 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68883056.000000 Penalty: 6773.942383
	Iteration 32Q: 3 clusters Score -6.888306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853077 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68883056.000000 Penalty: 6773.942383
	Iteration 33Q: 3 clusters Score -6.888306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853077 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68883056.000000 Penalty: 6773.942383
	Iteration 34Q: 3 clusters Score -6.888306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853081 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68883096.000000 Penalty: 6773.942383
	Iteration 35Q: 3 clusters Score -6.88831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853084 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68883072.000000 Penalty: 6773.942383
	Iteration 36Q: 3 clusters Score -6.888307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853082 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68883088.000000 Penalty: 6773.942383
	Iteration 37Q: 3 clusters Score -6.888309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853082 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68883088.000000 Penalty: 6773.942383
	Iteration 38F: 3 clusters Score -6.888309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Entering Unmasked Estep 
Score: -1146592.375000 Penalty: 2383.194092
	Iteration 0F: 2 clusters Score -1146592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1135788.000000 Penalty: 4766.388184
	Iteration 0F: 3 clusters Score -1135788 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1139315.125000 Penalty: 4766.388184
	Iteration 1F: 3 clusters Score -1139315 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1139800.875000 Penalty: 4766.388184
	Iteration 2F: 3 clusters Score -1139801 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1140270.500000 Penalty: 4766.388184
	Iteration 3F: 3 clusters Score -1140270 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1140722.500000 Penalty: 4766.388184
	Iteration 4F: 3 clusters Score -1140722 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1141115.375000 Penalty: 4766.388184
	Iteration 5F: 3 clusters Score -1141115 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1141492.000000 Penalty: 4766.388184
	Iteration 6Q: 3 clusters Score -1141492 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1141853.375000 Penalty: 4766.388184
	Iteration 7Q: 3 clusters Score -1141853 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1142278.750000 Penalty: 4766.388184
	Iteration 8Q: 3 clusters Score -1142279 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1142810.375000 Penalty: 4766.388184
	Iteration 9Q: 3 clusters Score -1142810 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1143336.125000 Penalty: 4766.388184
	Iteration 10Q: 3 clusters Score -1143336 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1143793.250000 Penalty: 4766.388184
	Iteration 11Q: 3 clusters Score -1143793 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1144110.375000 Penalty: 4766.388184
	Iteration 12Q: 3 clusters Score -1144110 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1144313.375000 Penalty: 4766.388184
	Iteration 13Q: 3 clusters Score -1144313 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1144474.875000 Penalty: 4766.388184
	Iteration 14Q: 3 clusters Score -1144475 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1144598.125000 Penalty: 4766.388184
	Iteration 15Q: 3 clusters Score -1144598 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1144719.750000 Penalty: 4766.388184
	Iteration 16Q: 3 clusters Score -1144720 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1144809.250000 Penalty: 4766.388184
	Iteration 17Q: 3 clusters Score -1144809 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1144882.500000 Penalty: 4766.388184
	Iteration 18Q: 3 clusters Score -1144882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1144936.000000 Penalty: 4766.388184
	Iteration 19Q: 3 clusters Score -1144936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1144985.250000 Penalty: 4766.388184
	Iteration 20F: 3 clusters Score -1144985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1145030.125000 Penalty: 4766.388184
	Iteration 21Q: 3 clusters Score -1145030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1145076.250000 Penalty: 4766.388184
	Iteration 22Q: 3 clusters Score -1145076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1145132.500000 Penalty: 4766.388184
	Iteration 23Q: 3 clusters Score -1145132 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1145221.375000 Penalty: 4766.388184
	Iteration 24Q: 3 clusters Score -1145221 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1145373.750000 Penalty: 4766.388184
	Iteration 25Q: 3 clusters Score -1145374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1145598.125000 Penalty: 4766.388184
	Iteration 26Q: 3 clusters Score -1145598 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1145851.125000 Penalty: 4766.388184
	Iteration 27Q: 3 clusters Score -1145851 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1146067.875000 Penalty: 4766.388184
	Iteration 28Q: 3 clusters Score -1146068 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1146175.750000 Penalty: 4766.388184
	Iteration 29Q: 3 clusters Score -1146176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1146216.375000 Penalty: 4766.388184
	Iteration 30Q: 3 clusters Score -1146216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1146241.875000 Penalty: 4766.388184
	Iteration 31Q: 3 clusters Score -1146242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1146253.500000 Penalty: 4766.388184
	Iteration 32Q: 3 clusters Score -1146254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1146263.250000 Penalty: 4766.388184
	Iteration 33Q: 3 clusters Score -1146263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1146263.250000 Penalty: 4766.388184
	Iteration 34Q: 3 clusters Score -1146263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1146269.000000 Penalty: 4766.388184
	Iteration 35Q: 3 clusters Score -1146269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1146275.375000 Penalty: 4766.388184
	Iteration 36Q: 3 clusters Score -1146275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1146283.500000 Penalty: 4766.388184
	Iteration 37Q: 3 clusters Score -1146284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1146295.000000 Penalty: 4766.388184
	Iteration 38Q: 3 clusters Score -1146295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1146308.375000 Penalty: 4766.388184
	Iteration 39Q: 3 clusters Score -1146308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1146331.625000 Penalty: 4766.388184
	Iteration 40F: 3 clusters Score -1146332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1146348.125000 Penalty: 4766.388184
	Iteration 41Q: 3 clusters Score -1146348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1146356.750000 Penalty: 4766.388184
	Iteration 42Q: 3 clusters Score -1146357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1146371.750000 Penalty: 4766.388184
	Iteration 43Q: 3 clusters Score -1146372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1146382.875000 Penalty: 4766.388184
	Iteration 44Q: 3 clusters Score -1146383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1146394.875000 Penalty: 4766.388184
	Iteration 45Q: 3 clusters Score -1146395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1146406.750000 Penalty: 4766.388184
	Iteration 46Q: 3 clusters Score -1146407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1146416.250000 Penalty: 4766.388184
	Iteration 47Q: 3 clusters Score -1146416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1146420.375000 Penalty: 4766.388184
	Iteration 48Q: 3 clusters Score -1146420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1146421.875000 Penalty: 4766.388184
	Iteration 49Q: 3 clusters Score -1146422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1146426.250000 Penalty: 4766.388184
	Iteration 50Q: 3 clusters Score -1146426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1146428.625000 Penalty: 4766.388184
	Iteration 51Q: 3 clusters Score -1146429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1146431.625000 Penalty: 4766.388184
	Iteration 52Q: 3 clusters Score -1146432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1146435.500000 Penalty: 4766.388184
	Iteration 53Q: 3 clusters Score -1146436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1146431.750000 Penalty: 4766.388184
	Iteration 54Q: 3 clusters Score -1146432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1146434.375000 Penalty: 4766.388184
	Iteration 55Q: 3 clusters Score -1146434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1146436.250000 Penalty: 4766.388184
	Iteration 56Q: 3 clusters Score -1146436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1146436.250000 Penalty: 4766.388184
	Iteration 57F: 3 clusters Score -1146436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Entering Unmasked Estep 
Score: -1310502.750000 Penalty: 2400.880371
	Iteration 0F: 2 clusters Score -1310503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1298969.125000 Penalty: 4801.760742
	Iteration 0F: 3 clusters Score -1298969 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1302589.875000 Penalty: 4801.760742
	Iteration 1F: 3 clusters Score -1302590 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1302909.000000 Penalty: 4801.760742
	Iteration 2F: 3 clusters Score -1302909 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1303146.500000 Penalty: 4801.760742
	Iteration 3Q: 3 clusters Score -1303146 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1303303.125000 Penalty: 4801.760742
	Iteration 4Q: 3 clusters Score -1303303 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1303419.000000 Penalty: 4801.760742
	Iteration 5Q: 3 clusters Score -1303419 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1303520.500000 Penalty: 4801.760742
	Iteration 6Q: 3 clusters Score -1303520 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1303625.375000 Penalty: 4801.760742
	Iteration 7Q: 3 clusters Score -1303625 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1303718.000000 Penalty: 4801.760742
	Iteration 8Q: 3 clusters Score -1303718 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1303821.500000 Penalty: 4801.760742
	Iteration 9Q: 3 clusters Score -1303822 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1303945.250000 Penalty: 4801.760742
	Iteration 10Q: 3 clusters Score -1303945 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1304090.000000 Penalty: 4801.760742
	Iteration 11Q: 3 clusters Score -1304090 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1304304.375000 Penalty: 4801.760742
	Iteration 12Q: 3 clusters Score -1304304 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1304575.875000 Penalty: 4801.760742
	Iteration 13Q: 3 clusters Score -1304576 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1304899.625000 Penalty: 4801.760742
	Iteration 14Q: 3 clusters Score -1304900 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1305275.500000 Penalty: 4801.760742
	Iteration 15Q: 3 clusters Score -1305276 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1305675.625000 Penalty: 4801.760742
	Iteration 16Q: 3 clusters Score -1305676 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1306000.750000 Penalty: 4801.760742
	Iteration 17Q: 3 clusters Score -1306001 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1306249.000000 Penalty: 4801.760742
	Iteration 18Q: 3 clusters Score -1306249 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1306432.750000 Penalty: 4801.760742
	Iteration 19Q: 3 clusters Score -1306433 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1306572.625000 Penalty: 4801.760742
	Iteration 20F: 3 clusters Score -1306573 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1306662.000000 Penalty: 4801.760742
	Iteration 21Q: 3 clusters Score -1306662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1306736.250000 Penalty: 4801.760742
	Iteration 22Q: 3 clusters Score -1306736 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1306808.000000 Penalty: 4801.760742
	Iteration 23Q: 3 clusters Score -1306808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1306871.875000 Penalty: 4801.760742
	Iteration 24Q: 3 clusters Score -1306872 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1306938.875000 Penalty: 4801.760742
	Iteration 25Q: 3 clusters Score -1306939 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1306993.125000 Penalty: 4801.760742
	Iteration 26Q: 3 clusters Score -1306993 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1307049.250000 Penalty: 4801.760742
	Iteration 27Q: 3 clusters Score -1307049 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1307109.750000 Penalty: 4801.760742
	Iteration 28Q: 3 clusters Score -1307110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1307161.375000 Penalty: 4801.760742
	Iteration 29Q: 3 clusters Score -1307161 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1307206.375000 Penalty: 4801.760742
	Iteration 30Q: 3 clusters Score -1307206 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1307248.375000 Penalty: 4801.760742
	Iteration 31Q: 3 clusters Score -1307248 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1307299.500000 Penalty: 4801.760742
	Iteration 32Q: 3 clusters Score -1307300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1307351.625000 Penalty: 4801.760742
	Iteration 33Q: 3 clusters Score -1307352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1307392.625000 Penalty: 4801.760742
	Iteration 34Q: 3 clusters Score -1307393 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1307448.375000 Penalty: 4801.760742
	Iteration 35Q: 3 clusters Score -1307448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1307482.750000 Penalty: 4801.760742
	Iteration 36Q: 3 clusters Score -1307483 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1307510.625000 Penalty: 4801.760742
	Iteration 37Q: 3 clusters Score -1307511 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1307541.250000 Penalty: 4801.760742
	Iteration 38Q: 3 clusters Score -1307541 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1307561.625000 Penalty: 4801.760742
	Iteration 39Q: 3 clusters Score -1307562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1307583.250000 Penalty: 4801.760742
	Iteration 40F: 3 clusters Score -1307583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1307602.125000 Penalty: 4801.760742
	Iteration 41Q: 3 clusters Score -1307602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1307617.250000 Penalty: 4801.760742
	Iteration 42Q: 3 clusters Score -1307617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1307623.000000 Penalty: 4801.760742
	Iteration 43Q: 3 clusters Score -1307623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1307629.125000 Penalty: 4801.760742
	Iteration 44Q: 3 clusters Score -1307629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1307636.875000 Penalty: 4801.760742
	Iteration 45Q: 3 clusters Score -1307637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1307647.000000 Penalty: 4801.760742
	Iteration 46Q: 3 clusters Score -1307647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1307656.750000 Penalty: 4801.760742
	Iteration 47Q: 3 clusters Score -1307657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1307670.000000 Penalty: 4801.760742
	Iteration 48Q: 3 clusters Score -1307670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1307681.500000 Penalty: 4801.760742
	Iteration 49Q: 3 clusters Score -1307682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1307691.875000 Penalty: 4801.760742
	Iteration 50Q: 3 clusters Score -1307692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1307702.125000 Penalty: 4801.760742
	Iteration 51Q: 3 clusters Score -1307702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1307711.375000 Penalty: 4801.760742
	Iteration 52Q: 3 clusters Score -1307711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1307728.750000 Penalty: 4801.760742
	Iteration 53Q: 3 clusters Score -1307729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1307742.250000 Penalty: 4801.760742
	Iteration 54Q: 3 clusters Score -1307742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1307759.750000 Penalty: 4801.760742
	Iteration 55Q: 3 clusters Score -1307760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1307766.750000 Penalty: 4801.760742
	Iteration 56Q: 3 clusters Score -1307767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1307776.875000 Penalty: 4801.760742
	Iteration 57Q: 3 clusters Score -1307777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1307785.375000 Penalty: 4801.760742
	Iteration 58Q: 3 clusters Score -1307785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1307796.625000 Penalty: 4801.760742
	Iteration 59Q: 3 clusters Score -1307797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1307800.375000 Penalty: 4801.760742
	Iteration 60F: 3 clusters Score -1307800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1307811.000000 Penalty: 4801.760742
	Iteration 61Q: 3 clusters Score -1307811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1307818.750000 Penalty: 4801.760742
	Iteration 62Q: 3 clusters Score -1307819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1307821.000000 Penalty: 4801.760742
	Iteration 63Q: 3 clusters Score -1307821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1307831.125000 Penalty: 4801.760742
	Iteration 64Q: 3 clusters Score -1307831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1307828.500000 Penalty: 4801.760742
	Iteration 65Q: 3 clusters Score -1307828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1307833.500000 Penalty: 4801.760742
	Iteration 66Q: 3 clusters Score -1307834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1307841.500000 Penalty: 4801.760742
	Iteration 67Q: 3 clusters Score -1307842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1307843.500000 Penalty: 4801.760742
	Iteration 68Q: 3 clusters Score -1307844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1307853.125000 Penalty: 4801.760742
	Iteration 69Q: 3 clusters Score -1307853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1307854.500000 Penalty: 4801.760742
	Iteration 70Q: 3 clusters Score -1307854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1307860.125000 Penalty: 4801.760742
	Iteration 71Q: 3 clusters Score -1307860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1307866.625000 Penalty: 4801.760742
	Iteration 72Q: 3 clusters Score -1307867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1307872.250000 Penalty: 4801.760742
	Iteration 73Q: 3 clusters Score -1307872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1307883.125000 Penalty: 4801.760742
	Iteration 74Q: 3 clusters Score -1307883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1307893.500000 Penalty: 4801.760742
	Iteration 75Q: 3 clusters Score -1307894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1307900.625000 Penalty: 4801.760742
	Iteration 76Q: 3 clusters Score -1307901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1307909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1307914.125000 Penalty: 4801.760742
	Iteration 78Q: 3 clusters Score -1307914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1307922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1307927.750000 Penalty: 4801.760742
	Iteration 80F: 3 clusters Score -1307928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1307934.250000 Penalty: 4801.760742
	Iteration 81Q: 3 clusters Score -1307934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1307942.625000 Penalty: 4801.760742
	Iteration 82Q: 3 clusters Score -1307943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1307949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1307954.500000 Penalty: 4801.760742
	Iteration 84Q: 3 clusters Score -1307954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1307963.250000 Penalty: 4801.760742
	Iteration 85Q: 3 clusters Score -1307963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1307970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1307986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1307993.500000 Penalty: 4801.760742
	Iteration 88Q: 3 clusters Score -1307994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1308005.750000 Penalty: 4801.760742
	Iteration 89Q: 3 clusters Score -1308006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1308016.500000 Penalty: 4801.760742
	Iteration 90Q: 3 clusters Score -1308016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1308024.500000 Penalty: 4801.760742
	Iteration 91Q: 3 clusters Score -1308024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1308037.250000 Penalty: 4801.760742
	Iteration 92Q: 3 clusters Score -1308037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1308045.250000 Penalty: 4801.760742
	Iteration 93Q: 3 clusters Score -1308045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1308056.750000 Penalty: 4801.760742
	Iteration 94Q: 3 clusters Score -1308057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1308068.750000 Penalty: 4801.760742
	Iteration 95Q: 3 clusters Score -1308069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1308085.875000 Penalty: 4801.760742
	Iteration 96Q: 3 clusters Score -1308086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1308093.500000 Penalty: 4801.760742
	Iteration 97Q: 3 clusters Score -1308094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1308101.875000 Penalty: 4801.760742
	Iteration 98Q: 3 clusters Score -1308102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1308123.375000 Penalty: 4801.760742
	Iteration 99Q: 3 clusters Score -1308123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1308137.125000 Penalty: 4801.760742
	Iteration 100F: 3 clusters Score -1308137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1308152.125000 Penalty: 4801.760742
	Iteration 101Q: 3 clusters Score -1308152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1308164.375000 Penalty: 4801.760742
	Iteration 102Q: 3 clusters Score -1308164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1308175.125000 Penalty: 4801.760742
	Iteration 103Q: 3 clusters Score -1308175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1308187.000000 Penalty: 4801.760742
	Iteration 104Q: 3 clusters Score -1308187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1308191.500000 Penalty: 4801.760742
	Iteration 105Q: 3 clusters Score -1308192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1308198.125000 Penalty: 4801.760742
	Iteration 106Q: 3 clusters Score -1308198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1308201.375000 Penalty: 4801.760742
	Iteration 107Q: 3 clusters Score -1308201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1308207.250000 Penalty: 4801.760742
	Iteration 108Q: 3 clusters Score -1308207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1308214.875000 Penalty: 4801.760742
	Iteration 109Q: 3 clusters Score -1308215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1308223.375000 Penalty: 4801.760742
	Iteration 110Q: 3 clusters Score -1308223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1308236.000000 Penalty: 4801.760742
	Iteration 111Q: 3 clusters Score -1308236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1308248.625000 Penalty: 4801.760742
	Iteration 112Q: 3 clusters Score -1308249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1308260.125000 Penalty: 4801.760742
	Iteration 113Q: 3 clusters Score -1308260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1308266.750000 Penalty: 4801.760742
	Iteration 114Q: 3 clusters Score -1308267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1308271.125000 Penalty: 4801.760742
	Iteration 115Q: 3 clusters Score -1308271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1308281.375000 Penalty: 4801.760742
	Iteration 116Q: 3 clusters Score -1308281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1308285.875000 Penalty: 4801.760742
	Iteration 117Q: 3 clusters Score -1308286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1308294.125000 Penalty: 4801.760742
	Iteration 118Q: 3 clusters Score -1308294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1308299.875000 Penalty: 4801.760742
	Iteration 119Q: 3 clusters Score -1308300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1308302.875000 Penalty: 4801.760742
	Iteration 120F: 3 clusters Score -1308303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1308307.875000 Penalty: 4801.760742
	Iteration 121Q: 3 clusters Score -1308308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1308308.000000 Penalty: 4801.760742
	Iteration 122Q: 3 clusters Score -1308308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1308311.750000 Penalty: 4801.760742
	Iteration 123Q: 3 clusters Score -1308312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1308311.875000 Penalty: 4801.760742
	Iteration 124Q: 3 clusters Score -1308312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1308312.750000 Penalty: 4801.760742
	Iteration 125Q: 3 clusters Score -1308313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1308315.625000 Penalty: 4801.760742
	Iteration 126Q: 3 clusters Score -1308316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1308317.125000 Penalty: 4801.760742
	Iteration 127Q: 3 clusters Score -1308317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1308317.000000 Penalty: 4801.760742
	Iteration 128Q: 3 clusters Score -1308317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1308318.750000 Penalty: 4801.760742
	Iteration 129Q: 3 clusters Score -1308319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1308319.375000 Penalty: 4801.760742
	Iteration 130Q: 3 clusters Score -1308319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1308319.750000 Penalty: 4801.760742
	Iteration 131Q: 3 clusters Score -1308320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1308319.250000 Penalty: 4801.760742
	Iteration 132Q: 3 clusters Score -1308319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1308322.375000 Penalty: 4801.760742
	Iteration 133Q: 3 clusters Score -1308322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1308323.000000 Penalty: 4801.760742
	Iteration 134Q: 3 clusters Score -1308323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1308324.000000 Penalty: 4801.760742
	Iteration 135Q: 3 clusters Score -1308324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1308325.625000 Penalty: 4801.760742
	Iteration 136Q: 3 clusters Score -1308326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1308325.375000 Penalty: 4801.760742
	Iteration 137Q: 3 clusters Score -1308325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1308324.625000 Penalty: 4801.760742
	Iteration 138Q: 3 clusters Score -1308325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1308323.875000 Penalty: 4801.760742
	Iteration 139Q: 3 clusters Score -1308324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1308324.875000 Penalty: 4801.760742
	Iteration 140F: 3 clusters Score -1308325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1308323.875000 Penalty: 4801.760742
	Iteration 141Q: 3 clusters Score -1308324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1308325.000000 Penalty: 4801.760742
	Iteration 142Q: 3 clusters Score -1308325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1308326.875000 Penalty: 4801.760742
	Iteration 143Q: 3 clusters Score -1308327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1308328.625000 Penalty: 4801.760742
	Iteration 144Q: 3 clusters Score -1308329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1308331.000000 Penalty: 4801.760742
	Iteration 145Q: 3 clusters Score -1308331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1308334.625000 Penalty: 4801.760742
	Iteration 146Q: 3 clusters Score -1308335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1308335.875000 Penalty: 4801.760742
	Iteration 147Q: 3 clusters Score -1308336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1308340.000000 Penalty: 4801.760742
	Iteration 148Q: 3 clusters Score -1308340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1308341.500000 Penalty: 4801.760742
	Iteration 149Q: 3 clusters Score -1308342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1308345.125000 Penalty: 4801.760742
	Iteration 150Q: 3 clusters Score -1308345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1308351.250000 Penalty: 4801.760742
	Iteration 151Q: 3 clusters Score -1308351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1308352.375000 Penalty: 4801.760742
	Iteration 152Q: 3 clusters Score -1308352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1308354.625000 Penalty: 4801.760742
	Iteration 153Q: 3 clusters Score -1308355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1308355.875000 Penalty: 4801.760742
	Iteration 154Q: 3 clusters Score -1308356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1308359.125000 Penalty: 4801.760742
	Iteration 155Q: 3 clusters Score -1308359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1308363.000000 Penalty: 4801.760742
	Iteration 156Q: 3 clusters Score -1308363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1308361.875000 Penalty: 4801.760742
	Iteration 157Q: 3 clusters Score -1308362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1308365.875000 Penalty: 4801.760742
	Iteration 158Q: 3 clusters Score -1308366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1308368.750000 Penalty: 4801.760742
	Iteration 159Q: 3 clusters Score -1308369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1308369.625000 Penalty: 4801.760742
	Iteration 160F: 3 clusters Score -1308370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1308372.000000 Penalty: 4801.760742
	Iteration 161Q: 3 clusters Score -1308372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1308372.625000 Penalty: 4801.760742
	Iteration 162Q: 3 clusters Score -1308373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1308373.625000 Penalty: 4801.760742
	Iteration 163Q: 3 clusters Score -1308374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1308373.875000 Penalty: 4801.760742
	Iteration 164Q: 3 clusters Score -1308374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1308373.250000 Penalty: 4801.760742
	Iteration 165Q: 3 clusters Score -1308373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1308376.875000 Penalty: 4801.760742
	Iteration 166Q: 3 clusters Score -1308377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1308376.875000 Penalty: 4801.760742
	Iteration 167F: 3 clusters Score -1308377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -250709.921875 Penalty: 2010.639893
	Iteration 0F: 2 clusters Score -250709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -247226.312500 Penalty: 4021.279785
	Iteration 0F: 3 clusters Score -247226.3 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -247927.265625 Penalty: 4021.279785
	Iteration 1F: 3 clusters Score -247927.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -248129.484375 Penalty: 4021.279785
	Iteration 2F: 3 clusters Score -248129.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -248293.125000 Penalty: 4021.279785
	Iteration 3F: 3 clusters Score -248293.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -248474.953125 Penalty: 4021.279785
	Iteration 4F: 3 clusters Score -248475 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -248627.703125 Penalty: 4021.279785
	Iteration 5Q: 3 clusters Score -248627.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -248735.375000 Penalty: 4021.279785
	Iteration 6Q: 3 clusters Score -248735.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -248847.078125 Penalty: 4021.279785
	Iteration 7Q: 3 clusters Score -248847.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -248960.828125 Penalty: 4021.279785
	Iteration 8Q: 3 clusters Score -248960.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -249104.484375 Penalty: 4021.279785
	Iteration 9Q: 3 clusters Score -249104.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -249358.937500 Penalty: 4021.279785
	Iteration 10Q: 3 clusters Score -249358.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -249846.156250 Penalty: 4021.279785
	Iteration 11F: 3 clusters Score -249846.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -250474.000000 Penalty: 4021.279785
	Iteration 12F: 3 clusters Score -250474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -251003.453125 Penalty: 4021.279785
	Iteration 13Q: 3 clusters Score -251003.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -251201.328125 Penalty: 4021.279785
	Iteration 14Q: 3 clusters Score -251201.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -251214.578125 Penalty: 4021.279785
	Iteration 15Q: 3 clusters Score -251214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -251215.640625 Penalty: 4021.279785
	Iteration 16Q: 3 clusters Score -251215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -251215.640625 Penalty: 4021.279785
	Iteration 17F: 3 clusters Score -251215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 108934 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 163916 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 203220 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 100824 members 
Mstep: Class 19 contains 853535 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32405 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 21869 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 30728 members 
Mstep: Class 30 contains 18420 members 
Mstep: Class 31 contains 22397 members 
Mstep: Class 32 contains 848 members 
Mstep: Class 33 contains 1709 members 
Mstep: Class 34 contains 2121 members 
Entering Unmasked Estep 
Score: -142765952.000000 Penalty: 121549.570312
Splitting cluster 22 changes total score from -142766608.000000 to -142765952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -269704.468750 Penalty: 2021.887939
	Iteration 0F: 2 clusters Score -269704.5 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 1733 members 
Entering Unmasked Estep 
Score: -266164.468750 Penalty: 4043.775879
	Iteration 0F: 3 clusters Score -266164.5 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -266969.093750 Penalty: 4043.775879
	Iteration 1F: 3 clusters Score -266969.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -267169.625000 Penalty: 4043.775879
	Iteration 2F: 3 clusters Score -267169.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -267294.156250 Penalty: 4043.775879
	Iteration 3F: 3 clusters Score -267294.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -267398.343750 Penalty: 4043.775879
	Iteration 4Q: 3 clusters Score -267398.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -267474.937500 Penalty: 4043.775879
	Iteration 5Q: 3 clusters Score -267474.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -267530.687500 Penalty: 4043.775879
	Iteration 6Q: 3 clusters Score -267530.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -267585.687500 Penalty: 4043.775879
	Iteration 7Q: 3 clusters Score -267585.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -267633.375000 Penalty: 4043.775879
	Iteration 8Q: 3 clusters Score -267633.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -267674.031250 Penalty: 4043.775879
	Iteration 9Q: 3 clusters Score -267674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -267708.375000 Penalty: 4043.775879
	Iteration 10Q: 3 clusters Score -267708.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -267732.000000 Penalty: 4043.775879
	Iteration 11Q: 3 clusters Score -267732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -267750.593750 Penalty: 4043.775879
	Iteration 12Q: 3 clusters Score -267750.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -267767.093750 Penalty: 4043.775879
	Iteration 13Q: 3 clusters Score -267767.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -267783.031250 Penalty: 4043.775879
	Iteration 14Q: 3 clusters Score -267783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -267798.906250 Penalty: 4043.775879
	Iteration 15Q: 3 clusters Score -267798.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -267814.625000 Penalty: 4043.775879
	Iteration 16Q: 3 clusters Score -267814.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -267828.312500 Penalty: 4043.775879
	Iteration 17Q: 3 clusters Score -267828.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -267840.562500 Penalty: 4043.775879
	Iteration 18Q: 3 clusters Score -267840.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -267851.375000 Penalty: 4043.775879
	Iteration 19Q: 3 clusters Score -267851.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -267861.906250 Penalty: 4043.775879
	Iteration 20F: 3 clusters Score -267861.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -267869.031250 Penalty: 4043.775879
	Iteration 21Q: 3 clusters Score -267869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -267874.781250 Penalty: 4043.775879
	Iteration 22Q: 3 clusters Score -267874.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -267881.187500 Penalty: 4043.775879
	Iteration 23Q: 3 clusters Score -267881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -267885.625000 Penalty: 4043.775879
	Iteration 24Q: 3 clusters Score -267885.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -267893.531250 Penalty: 4043.775879
	Iteration 25Q: 3 clusters Score -267893.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -267903.031250 Penalty: 4043.775879
	Iteration 26Q: 3 clusters Score -267903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -267909.750000 Penalty: 4043.775879
	Iteration 27Q: 3 clusters Score -267909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -267913.468750 Penalty: 4043.775879
	Iteration 28Q: 3 clusters Score -267913.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -267918.750000 Penalty: 4043.775879
	Iteration 29Q: 3 clusters Score -267918.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -267923.656250 Penalty: 4043.775879
	Iteration 30Q: 3 clusters Score -267923.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -267926.156250 Penalty: 4043.775879
	Iteration 31Q: 3 clusters Score -267926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -267928.468750 Penalty: 4043.775879
	Iteration 32Q: 3 clusters Score -267928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -267931.156250 Penalty: 4043.775879
	Iteration 33Q: 3 clusters Score -267931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -267933.187500 Penalty: 4043.775879
	Iteration 34Q: 3 clusters Score -267933.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -267934.187500 Penalty: 4043.775879
	Iteration 35Q: 3 clusters Score -267934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -267934.875000 Penalty: 4043.775879
	Iteration 36Q: 3 clusters Score -267934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -267934.718750 Penalty: 4043.775879
	Iteration 37Q: 3 clusters Score -267934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -267937.125000 Penalty: 4043.775879
	Iteration 38Q: 3 clusters Score -267937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -267938.656250 Penalty: 4043.775879
	Iteration 39Q: 3 clusters Score -267938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -267939.781250 Penalty: 4043.775879
	Iteration 40F: 3 clusters Score -267939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -267939.937500 Penalty: 4043.775879
	Iteration 41Q: 3 clusters Score -267939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -267940.406250 Penalty: 4043.775879
	Iteration 42Q: 3 clusters Score -267940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -267940.406250 Penalty: 4043.775879
	Iteration 43F: 3 clusters Score -267940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Entering Unmasked Estep 
Score: -2554667.250000 Penalty: 2575.744873
	Iteration 0F: 2 clusters Score -2554667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2532450.750000 Penalty: 5151.489746
	Iteration 0F: 3 clusters Score -2532451 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2540637.500000 Penalty: 5151.489746
	Iteration 1F: 3 clusters Score -2540638 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2541273.750000 Penalty: 5151.489746
	Iteration 2Q: 3 clusters Score -2541274 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2542025.250000 Penalty: 5151.489746
	Iteration 3Q: 3 clusters Score -2542025 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2542997.000000 Penalty: 5151.489746
	Iteration 4Q: 3 clusters Score -2542997 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2544188.750000 Penalty: 5151.489746
	Iteration 5F: 3 clusters Score -2544189 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2545583.500000 Penalty: 5151.489746
	Iteration 6F: 3 clusters Score -2545584 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2546970.000000 Penalty: 5151.489746
	Iteration 7F: 3 clusters Score -2546970 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2548150.000000 Penalty: 5151.489746
	Iteration 8Q: 3 clusters Score -2548150 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2549169.750000 Penalty: 5151.489746
	Iteration 9Q: 3 clusters Score -2549170 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2549966.500000 Penalty: 5151.489746
	Iteration 10Q: 3 clusters Score -2549966 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2550545.500000 Penalty: 5151.489746
	Iteration 11Q: 3 clusters Score -2550546 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2550983.000000 Penalty: 5151.489746
	Iteration 12Q: 3 clusters Score -2550983 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2551300.000000 Penalty: 5151.489746
	Iteration 13Q: 3 clusters Score -2551300 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2551570.000000 Penalty: 5151.489746
	Iteration 14Q: 3 clusters Score -2551570 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2551790.250000 Penalty: 5151.489746
	Iteration 15Q: 3 clusters Score -2551790 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2551951.750000 Penalty: 5151.489746
	Iteration 16Q: 3 clusters Score -2551952 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2552075.750000 Penalty: 5151.489746
	Iteration 17Q: 3 clusters Score -2552076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2552166.250000 Penalty: 5151.489746
	Iteration 18Q: 3 clusters Score -2552166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2552218.250000 Penalty: 5151.489746
	Iteration 19Q: 3 clusters Score -2552218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2552268.750000 Penalty: 5151.489746
	Iteration 20F: 3 clusters Score -2552269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2552310.500000 Penalty: 5151.489746
	Iteration 21Q: 3 clusters Score -2552310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2552336.750000 Penalty: 5151.489746
	Iteration 22Q: 3 clusters Score -2552337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2552367.750000 Penalty: 5151.489746
	Iteration 23Q: 3 clusters Score -2552368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2552390.750000 Penalty: 5151.489746
	Iteration 24Q: 3 clusters Score -2552391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2552412.750000 Penalty: 5151.489746
	Iteration 25Q: 3 clusters Score -2552413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2552430.500000 Penalty: 5151.489746
	Iteration 26Q: 3 clusters Score -2552430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2552444.750000 Penalty: 5151.489746
	Iteration 27Q: 3 clusters Score -2552445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2552456.250000 Penalty: 5151.489746
	Iteration 28Q: 3 clusters Score -2552456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2552463.000000 Penalty: 5151.489746
	Iteration 29Q: 3 clusters Score -2552463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2552471.250000 Penalty: 5151.489746
	Iteration 30Q: 3 clusters Score -2552471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2552478.250000 Penalty: 5151.489746
	Iteration 31Q: 3 clusters Score -2552478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2552487.750000 Penalty: 5151.489746
	Iteration 32Q: 3 clusters Score -2552488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2552493.750000 Penalty: 5151.489746
	Iteration 33Q: 3 clusters Score -2552494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2552502.250000 Penalty: 5151.489746
	Iteration 34Q: 3 clusters Score -2552502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2552512.750000 Penalty: 5151.489746
	Iteration 35Q: 3 clusters Score -2552513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2552519.500000 Penalty: 5151.489746
	Iteration 36Q: 3 clusters Score -2552520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2552529.500000 Penalty: 5151.489746
	Iteration 37Q: 3 clusters Score -2552530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2552534.250000 Penalty: 5151.489746
	Iteration 38Q: 3 clusters Score -2552534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2552535.250000 Penalty: 5151.489746
	Iteration 39Q: 3 clusters Score -2552535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2552541.750000 Penalty: 5151.489746
	Iteration 40F: 3 clusters Score -2552542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2552542.500000 Penalty: 5151.489746
	Iteration 41Q: 3 clusters Score -2552542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2552550.000000 Penalty: 5151.489746
	Iteration 42Q: 3 clusters Score -2552550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2552552.750000 Penalty: 5151.489746
	Iteration 43Q: 3 clusters Score -2552553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2552560.000000 Penalty: 5151.489746
	Iteration 44Q: 3 clusters Score -2552560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2552560.750000 Penalty: 5151.489746
	Iteration 45Q: 3 clusters Score -2552561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2552565.750000 Penalty: 5151.489746
	Iteration 46Q: 3 clusters Score -2552566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2552567.500000 Penalty: 5151.489746
	Iteration 47Q: 3 clusters Score -2552568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2552566.250000 Penalty: 5151.489746
	Iteration 48Q: 3 clusters Score -2552566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2552568.500000 Penalty: 5151.489746
	Iteration 49Q: 3 clusters Score -2552568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2552568.500000 Penalty: 5151.489746
	Iteration 50F: 3 clusters Score -2552568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -684725.125000 Penalty: 2252.546143
	Iteration 0F: 2 clusters Score -684725.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -677792.812500 Penalty: 4505.092285
	Iteration 0F: 3 clusters Score -677792.8 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -679718.625000 Penalty: 4505.092285
	Iteration 1F: 3 clusters Score -679718.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -680079.875000 Penalty: 4505.092285
	Iteration 2F: 3 clusters Score -680079.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -680402.875000 Penalty: 4505.092285
	Iteration 3F: 3 clusters Score -680402.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -680691.812500 Penalty: 4505.092285
	Iteration 4F: 3 clusters Score -680691.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -680949.312500 Penalty: 4505.092285
	Iteration 5Q: 3 clusters Score -680949.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -681181.625000 Penalty: 4505.092285
	Iteration 6Q: 3 clusters Score -681181.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -681416.375000 Penalty: 4505.092285
	Iteration 7Q: 3 clusters Score -681416.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -681611.562500 Penalty: 4505.092285
	Iteration 8Q: 3 clusters Score -681611.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -681821.937500 Penalty: 4505.092285
	Iteration 9Q: 3 clusters Score -681821.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -682030.437500 Penalty: 4505.092285
	Iteration 10Q: 3 clusters Score -682030.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -682200.812500 Penalty: 4505.092285
	Iteration 11Q: 3 clusters Score -682200.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -682356.312500 Penalty: 4505.092285
	Iteration 12Q: 3 clusters Score -682356.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -682489.375000 Penalty: 4505.092285
	Iteration 13Q: 3 clusters Score -682489.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -682613.250000 Penalty: 4505.092285
	Iteration 14Q: 3 clusters Score -682613.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -682711.812500 Penalty: 4505.092285
	Iteration 15Q: 3 clusters Score -682711.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -682788.250000 Penalty: 4505.092285
	Iteration 16Q: 3 clusters Score -682788.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -682841.250000 Penalty: 4505.092285
	Iteration 17Q: 3 clusters Score -682841.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -682875.500000 Penalty: 4505.092285
	Iteration 18Q: 3 clusters Score -682875.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -682904.125000 Penalty: 4505.092285
	Iteration 19Q: 3 clusters Score -682904.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -682933.062500 Penalty: 4505.092285
	Iteration 20F: 3 clusters Score -682933.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -682957.750000 Penalty: 4505.092285
	Iteration 21Q: 3 clusters Score -682957.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -682972.750000 Penalty: 4505.092285
	Iteration 22Q: 3 clusters Score -682972.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -682984.750000 Penalty: 4505.092285
	Iteration 23Q: 3 clusters Score -682984.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -682992.562500 Penalty: 4505.092285
	Iteration 24Q: 3 clusters Score -682992.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -682999.375000 Penalty: 4505.092285
	Iteration 25Q: 3 clusters Score -682999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -683007.437500 Penalty: 4505.092285
	Iteration 26Q: 3 clusters Score -683007.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -683007.875000 Penalty: 4505.092285
	Iteration 27Q: 3 clusters Score -683007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -683011.312500 Penalty: 4505.092285
	Iteration 28Q: 3 clusters Score -683011.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -683017.250000 Penalty: 4505.092285
	Iteration 29Q: 3 clusters Score -683017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -683018.625000 Penalty: 4505.092285
	Iteration 30Q: 3 clusters Score -683018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -683020.625000 Penalty: 4505.092285
	Iteration 31Q: 3 clusters Score -683020.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -683023.375000 Penalty: 4505.092285
	Iteration 32Q: 3 clusters Score -683023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -683029.500000 Penalty: 4505.092285
	Iteration 33Q: 3 clusters Score -683029.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -683035.312500 Penalty: 4505.092285
	Iteration 34Q: 3 clusters Score -683035.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -683042.125000 Penalty: 4505.092285
	Iteration 35Q: 3 clusters Score -683042.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -683049.375000 Penalty: 4505.092285
	Iteration 36Q: 3 clusters Score -683049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -683050.500000 Penalty: 4505.092285
	Iteration 37Q: 3 clusters Score -683050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -683050.687500 Penalty: 4505.092285
	Iteration 38Q: 3 clusters Score -683050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -683050.687500 Penalty: 4505.092285
	Iteration 39F: 3 clusters Score -683050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Entering Unmasked Estep 
Score: -1710756.625000 Penalty: 2478.220703
	Iteration 0F: 2 clusters Score -1710757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1695594.250000 Penalty: 4956.441406
	Iteration 0F: 3 clusters Score -1695594 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1700917.000000 Penalty: 4956.441406
	Iteration 1F: 3 clusters Score -1700917 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1701483.000000 Penalty: 4956.441406
	Iteration 2F: 3 clusters Score -1701483 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1702157.250000 Penalty: 4956.441406
	Iteration 3F: 3 clusters Score -1702157 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1703016.625000 Penalty: 4956.441406
	Iteration 4F: 3 clusters Score -1703017 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1704282.500000 Penalty: 4956.441406
	Iteration 5F: 3 clusters Score -1704282 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1706288.625000 Penalty: 4956.441406
	Iteration 6F: 3 clusters Score -1706289 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1708731.125000 Penalty: 4956.441406
	Iteration 7F: 3 clusters Score -1708731 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1710910.875000 Penalty: 4956.441406
	Iteration 8F: 3 clusters Score -1710911 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1712380.750000 Penalty: 4956.441406
	Iteration 9F: 3 clusters Score -1712381 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1713473.250000 Penalty: 4956.441406
	Iteration 10Q: 3 clusters Score -1713473 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1714182.875000 Penalty: 4956.441406
	Iteration 11Q: 3 clusters Score -1714183 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1714572.625000 Penalty: 4956.441406
	Iteration 12Q: 3 clusters Score -1714573 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1714901.000000 Penalty: 4956.441406
	Iteration 13Q: 3 clusters Score -1714901 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1715167.250000 Penalty: 4956.441406
	Iteration 14Q: 3 clusters Score -1715167 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1715325.500000 Penalty: 4956.441406
	Iteration 15Q: 3 clusters Score -1715326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1715370.875000 Penalty: 4956.441406
	Iteration 16Q: 3 clusters Score -1715371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1715381.500000 Penalty: 4956.441406
	Iteration 17Q: 3 clusters Score -1715382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1715387.625000 Penalty: 4956.441406
	Iteration 18Q: 3 clusters Score -1715388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1715384.000000 Penalty: 4956.441406
	Iteration 19Q: 3 clusters Score -1715384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1715385.625000 Penalty: 4956.441406
	Iteration 20F: 3 clusters Score -1715386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1715390.500000 Penalty: 4956.441406
	Iteration 21Q: 3 clusters Score -1715390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1715391.625000 Penalty: 4956.441406
	Iteration 22Q: 3 clusters Score -1715392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1715391.500000 Penalty: 4956.441406
	Iteration 23Q: 3 clusters Score -1715392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1715391.375000 Penalty: 4956.441406
	Iteration 24Q: 3 clusters Score -1715391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1715390.125000 Penalty: 4956.441406
	Iteration 25Q: 3 clusters Score -1715390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1715391.000000 Penalty: 4956.441406
	Iteration 26Q: 3 clusters Score -1715391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1715392.875000 Penalty: 4956.441406
	Iteration 27Q: 3 clusters Score -1715393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1715392.875000 Penalty: 4956.441406
	Iteration 28F: 3 clusters Score -1715393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 108934 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 163916 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 203220 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 100824 members 
Mstep: Class 19 contains 853535 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32405 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 15636 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 30728 members 
Mstep: Class 30 contains 18420 members 
Mstep: Class 31 contains 22397 members 
Mstep: Class 32 contains 848 members 
Mstep: Class 33 contains 1709 members 
Mstep: Class 34 contains 6233 members 
Entering Unmasked Estep 
Score: -142770304.000000 Penalty: 121549.570312
Splitting cluster 26 changes total score from -142766608.000000 to -142770304.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -382724.843750 Penalty: 2110.521973
	Iteration 0F: 2 clusters Score -382724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -378333.906250 Penalty: 4221.043945
	Iteration 0F: 3 clusters Score -378333.9 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -379446.625000 Penalty: 4221.043945
	Iteration 1F: 3 clusters Score -379446.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -379756.875000 Penalty: 4221.043945
	Iteration 2F: 3 clusters Score -379756.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -380064.875000 Penalty: 4221.043945
	Iteration 3F: 3 clusters Score -380064.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -380420.218750 Penalty: 4221.043945
	Iteration 4F: 3 clusters Score -380420.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -380762.781250 Penalty: 4221.043945
	Iteration 5F: 3 clusters Score -380762.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -381043.750000 Penalty: 4221.043945
	Iteration 6F: 3 clusters Score -381043.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -381238.531250 Penalty: 4221.043945
	Iteration 7Q: 3 clusters Score -381238.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -381389.375000 Penalty: 4221.043945
	Iteration 8Q: 3 clusters Score -381389.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -381468.000000 Penalty: 4221.043945
	Iteration 9Q: 3 clusters Score -381468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -381512.968750 Penalty: 4221.043945
	Iteration 10Q: 3 clusters Score -381513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -381545.281250 Penalty: 4221.043945
	Iteration 11Q: 3 clusters Score -381545.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -381566.968750 Penalty: 4221.043945
	Iteration 12Q: 3 clusters Score -381567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -381577.031250 Penalty: 4221.043945
	Iteration 13Q: 3 clusters Score -381577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -381579.906250 Penalty: 4221.043945
	Iteration 14Q: 3 clusters Score -381579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -381582.593750 Penalty: 4221.043945
	Iteration 15Q: 3 clusters Score -381582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -381582.937500 Penalty: 4221.043945
	Iteration 16Q: 3 clusters Score -381582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -381584.031250 Penalty: 4221.043945
	Iteration 17Q: 3 clusters Score -381584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -381584.937500 Penalty: 4221.043945
	Iteration 18Q: 3 clusters Score -381584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -381586.750000 Penalty: 4221.043945
	Iteration 19Q: 3 clusters Score -381586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -381587.906250 Penalty: 4221.043945
	Iteration 20F: 3 clusters Score -381587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -381588.687500 Penalty: 4221.043945
	Iteration 21Q: 3 clusters Score -381588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -381589.937500 Penalty: 4221.043945
	Iteration 22Q: 3 clusters Score -381589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -381589.687500 Penalty: 4221.043945
	Iteration 23Q: 3 clusters Score -381589.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -381589.687500 Penalty: 4221.043945
	Iteration 24F: 3 clusters Score -381589.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Entering Unmasked Estep 
Score: -3149267.500000 Penalty: 2615.531494
	Iteration 0F: 2 clusters Score -3149268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3123479.000000 Penalty: 5231.062988
	Iteration 0F: 3 clusters Score -3123479 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3132805.500000 Penalty: 5231.062988
	Iteration 1F: 3 clusters Score -3132806 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3133267.250000 Penalty: 5231.062988
	Iteration 2Q: 3 clusters Score -3133267 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3133699.000000 Penalty: 5231.062988
	Iteration 3Q: 3 clusters Score -3133699 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3134114.000000 Penalty: 5231.062988
	Iteration 4Q: 3 clusters Score -3134114 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3134531.500000 Penalty: 5231.062988
	Iteration 5Q: 3 clusters Score -3134532 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3134955.250000 Penalty: 5231.062988
	Iteration 6Q: 3 clusters Score -3134955 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3135417.000000 Penalty: 5231.062988
	Iteration 7Q: 3 clusters Score -3135417 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3135950.500000 Penalty: 5231.062988
	Iteration 8Q: 3 clusters Score -3135950 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3136563.750000 Penalty: 5231.062988
	Iteration 9Q: 3 clusters Score -3136564 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3137273.500000 Penalty: 5231.062988
	Iteration 10Q: 3 clusters Score -3137274 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3138056.000000 Penalty: 5231.062988
	Iteration 11Q: 3 clusters Score -3138056 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3138956.750000 Penalty: 5231.062988
	Iteration 12Q: 3 clusters Score -3138957 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3139878.250000 Penalty: 5231.062988
	Iteration 13Q: 3 clusters Score -3139878 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3140706.500000 Penalty: 5231.062988
	Iteration 14Q: 3 clusters Score -3140706 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3141303.750000 Penalty: 5231.062988
	Iteration 15Q: 3 clusters Score -3141304 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3141641.750000 Penalty: 5231.062988
	Iteration 16Q: 3 clusters Score -3141642 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3141825.750000 Penalty: 5231.062988
	Iteration 17Q: 3 clusters Score -3141826 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3141973.750000 Penalty: 5231.062988
	Iteration 18Q: 3 clusters Score -3141974 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3142091.000000 Penalty: 5231.062988
	Iteration 19Q: 3 clusters Score -3142091 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3142167.500000 Penalty: 5231.062988
	Iteration 20F: 3 clusters Score -3142168 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3142233.000000 Penalty: 5231.062988
	Iteration 21Q: 3 clusters Score -3142233 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3142302.250000 Penalty: 5231.062988
	Iteration 22Q: 3 clusters Score -3142302 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3142362.000000 Penalty: 5231.062988
	Iteration 23Q: 3 clusters Score -3142362 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3142443.750000 Penalty: 5231.062988
	Iteration 24Q: 3 clusters Score -3142444 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3142502.000000 Penalty: 5231.062988
	Iteration 25Q: 3 clusters Score -3142502 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3142544.000000 Penalty: 5231.062988
	Iteration 26Q: 3 clusters Score -3142544 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3142608.000000 Penalty: 5231.062988
	Iteration 27Q: 3 clusters Score -3142608 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3142662.500000 Penalty: 5231.062988
	Iteration 28Q: 3 clusters Score -3142662 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3142717.000000 Penalty: 5231.062988
	Iteration 29Q: 3 clusters Score -3142717 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3142759.000000 Penalty: 5231.062988
	Iteration 30Q: 3 clusters Score -3142759 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3142822.000000 Penalty: 5231.062988
	Iteration 31Q: 3 clusters Score -3142822 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3142897.000000 Penalty: 5231.062988
	Iteration 32Q: 3 clusters Score -3142897 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3142969.250000 Penalty: 5231.062988
	Iteration 33Q: 3 clusters Score -3142969 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3143056.750000 Penalty: 5231.062988
	Iteration 34Q: 3 clusters Score -3143057 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3143142.000000 Penalty: 5231.062988
	Iteration 35Q: 3 clusters Score -3143142 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3143232.250000 Penalty: 5231.062988
	Iteration 36Q: 3 clusters Score -3143232 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3143314.250000 Penalty: 5231.062988
	Iteration 37Q: 3 clusters Score -3143314 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3143413.750000 Penalty: 5231.062988
	Iteration 38Q: 3 clusters Score -3143414 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3143495.750000 Penalty: 5231.062988
	Iteration 39Q: 3 clusters Score -3143496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3143609.250000 Penalty: 5231.062988
	Iteration 40F: 3 clusters Score -3143609 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3143717.500000 Penalty: 5231.062988
	Iteration 41Q: 3 clusters Score -3143718 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3143837.250000 Penalty: 5231.062988
	Iteration 42Q: 3 clusters Score -3143837 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3143962.500000 Penalty: 5231.062988
	Iteration 43Q: 3 clusters Score -3143962 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3144105.250000 Penalty: 5231.062988
	Iteration 44Q: 3 clusters Score -3144105 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3144278.750000 Penalty: 5231.062988
	Iteration 45Q: 3 clusters Score -3144279 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3144438.750000 Penalty: 5231.062988
	Iteration 46Q: 3 clusters Score -3144439 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3144608.500000 Penalty: 5231.062988
	Iteration 47Q: 3 clusters Score -3144608 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3144761.750000 Penalty: 5231.062988
	Iteration 48Q: 3 clusters Score -3144762 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3144967.250000 Penalty: 5231.062988
	Iteration 49Q: 3 clusters Score -3144967 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3145177.250000 Penalty: 5231.062988
	Iteration 50Q: 3 clusters Score -3145177 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3145380.750000 Penalty: 5231.062988
	Iteration 51Q: 3 clusters Score -3145381 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3145580.500000 Penalty: 5231.062988
	Iteration 52Q: 3 clusters Score -3145580 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3145776.000000 Penalty: 5231.062988
	Iteration 53Q: 3 clusters Score -3145776 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3145978.250000 Penalty: 5231.062988
	Iteration 54Q: 3 clusters Score -3145978 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3146147.500000 Penalty: 5231.062988
	Iteration 55Q: 3 clusters Score -3146148 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3146281.750000 Penalty: 5231.062988
	Iteration 56Q: 3 clusters Score -3146282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3146404.500000 Penalty: 5231.062988
	Iteration 57Q: 3 clusters Score -3146404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3146502.750000 Penalty: 5231.062988
	Iteration 58Q: 3 clusters Score -3146503 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3146575.000000 Penalty: 5231.062988
	Iteration 59Q: 3 clusters Score -3146575 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3146653.500000 Penalty: 5231.062988
	Iteration 60F: 3 clusters Score -3146654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3146717.250000 Penalty: 5231.062988
	Iteration 61Q: 3 clusters Score -3146717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3146776.750000 Penalty: 5231.062988
	Iteration 62Q: 3 clusters Score -3146777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3146822.250000 Penalty: 5231.062988
	Iteration 63Q: 3 clusters Score -3146822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3146862.750000 Penalty: 5231.062988
	Iteration 64Q: 3 clusters Score -3146863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3146885.500000 Penalty: 5231.062988
	Iteration 65Q: 3 clusters Score -3146886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3146929.000000 Penalty: 5231.062988
	Iteration 66Q: 3 clusters Score -3146929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3146961.000000 Penalty: 5231.062988
	Iteration 67Q: 3 clusters Score -3146961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3146978.750000 Penalty: 5231.062988
	Iteration 68Q: 3 clusters Score -3146979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3146990.250000 Penalty: 5231.062988
	Iteration 69Q: 3 clusters Score -3146990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3147000.500000 Penalty: 5231.062988
	Iteration 70Q: 3 clusters Score -3147000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3147008.750000 Penalty: 5231.062988
	Iteration 71Q: 3 clusters Score -3147009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3147008.750000 Penalty: 5231.062988
	Iteration 72Q: 3 clusters Score -3147009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3147016.250000 Penalty: 5231.062988
	Iteration 73Q: 3 clusters Score -3147016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3147018.500000 Penalty: 5231.062988
	Iteration 74Q: 3 clusters Score -3147018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3147026.500000 Penalty: 5231.062988
	Iteration 75Q: 3 clusters Score -3147026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3147029.750000 Penalty: 5231.062988
	Iteration 76Q: 3 clusters Score -3147030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3147030.000000 Penalty: 5231.062988
	Iteration 77Q: 3 clusters Score -3147030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3147036.250000 Penalty: 5231.062988
	Iteration 78Q: 3 clusters Score -3147036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3147034.500000 Penalty: 5231.062988
	Iteration 79Q: 3 clusters Score -3147034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3147037.000000 Penalty: 5231.062988
	Iteration 80F: 3 clusters Score -3147037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3147040.000000 Penalty: 5231.062988
	Iteration 81Q: 3 clusters Score -3147040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3147044.750000 Penalty: 5231.062988
	Iteration 82Q: 3 clusters Score -3147045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3147046.000000 Penalty: 5231.062988
	Iteration 83Q: 3 clusters Score -3147046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3147048.500000 Penalty: 5231.062988
	Iteration 84Q: 3 clusters Score -3147048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3147047.250000 Penalty: 5231.062988
	Iteration 85Q: 3 clusters Score -3147047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3147047.750000 Penalty: 5231.062988
	Iteration 86Q: 3 clusters Score -3147048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3147049.750000 Penalty: 5231.062988
	Iteration 87Q: 3 clusters Score -3147050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3147052.750000 Penalty: 5231.062988
	Iteration 88Q: 3 clusters Score -3147053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3147059.250000 Penalty: 5231.062988
	Iteration 89Q: 3 clusters Score -3147059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3147060.500000 Penalty: 5231.062988
	Iteration 90Q: 3 clusters Score -3147060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3147060.500000 Penalty: 5231.062988
	Iteration 91F: 3 clusters Score -3147060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Entering Unmasked Estep 
Score: -2550403.000000 Penalty: 2562.566650
	Iteration 0F: 2 clusters Score -2550403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2529364.250000 Penalty: 5125.133301
	Iteration 0F: 3 clusters Score -2529364 nChanged 13800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2536760.000000 Penalty: 5125.133301
	Iteration 1F: 3 clusters Score -2536760 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2537221.000000 Penalty: 5125.133301
	Iteration 2Q: 3 clusters Score -2537221 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2537679.500000 Penalty: 5125.133301
	Iteration 3Q: 3 clusters Score -2537680 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2538145.500000 Penalty: 5125.133301
	Iteration 4Q: 3 clusters Score -2538146 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2538658.250000 Penalty: 5125.133301
	Iteration 5Q: 3 clusters Score -2538658 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2539262.250000 Penalty: 5125.133301
	Iteration 6Q: 3 clusters Score -2539262 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2540005.000000 Penalty: 5125.133301
	Iteration 7Q: 3 clusters Score -2540005 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2540872.000000 Penalty: 5125.133301
	Iteration 8Q: 3 clusters Score -2540872 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2541926.250000 Penalty: 5125.133301
	Iteration 9F: 3 clusters Score -2541926 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2543201.500000 Penalty: 5125.133301
	Iteration 10F: 3 clusters Score -2543202 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2544458.750000 Penalty: 5125.133301
	Iteration 11F: 3 clusters Score -2544459 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2545487.250000 Penalty: 5125.133301
	Iteration 12Q: 3 clusters Score -2545487 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2546317.250000 Penalty: 5125.133301
	Iteration 13Q: 3 clusters Score -2546317 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2546963.500000 Penalty: 5125.133301
	Iteration 14Q: 3 clusters Score -2546964 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2547344.750000 Penalty: 5125.133301
	Iteration 15Q: 3 clusters Score -2547345 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2547588.000000 Penalty: 5125.133301
	Iteration 16Q: 3 clusters Score -2547588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2547748.000000 Penalty: 5125.133301
	Iteration 17Q: 3 clusters Score -2547748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2547876.500000 Penalty: 5125.133301
	Iteration 18Q: 3 clusters Score -2547876 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2547966.500000 Penalty: 5125.133301
	Iteration 19Q: 3 clusters Score -2547966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2548016.000000 Penalty: 5125.133301
	Iteration 20F: 3 clusters Score -2548016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2548060.750000 Penalty: 5125.133301
	Iteration 21Q: 3 clusters Score -2548061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2548099.250000 Penalty: 5125.133301
	Iteration 22Q: 3 clusters Score -2548099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2548133.750000 Penalty: 5125.133301
	Iteration 23Q: 3 clusters Score -2548134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2548154.500000 Penalty: 5125.133301
	Iteration 24Q: 3 clusters Score -2548154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2548174.250000 Penalty: 5125.133301
	Iteration 25Q: 3 clusters Score -2548174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2548179.000000 Penalty: 5125.133301
	Iteration 26Q: 3 clusters Score -2548179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2548182.000000 Penalty: 5125.133301
	Iteration 27Q: 3 clusters Score -2548182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2548189.000000 Penalty: 5125.133301
	Iteration 28Q: 3 clusters Score -2548189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2548188.000000 Penalty: 5125.133301
	Iteration 29Q: 3 clusters Score -2548188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2548198.500000 Penalty: 5125.133301
	Iteration 30Q: 3 clusters Score -2548198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2548202.750000 Penalty: 5125.133301
	Iteration 31Q: 3 clusters Score -2548203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2548209.500000 Penalty: 5125.133301
	Iteration 32Q: 3 clusters Score -2548210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2548215.000000 Penalty: 5125.133301
	Iteration 33Q: 3 clusters Score -2548215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2548221.250000 Penalty: 5125.133301
	Iteration 34Q: 3 clusters Score -2548221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2548226.750000 Penalty: 5125.133301
	Iteration 35Q: 3 clusters Score -2548227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2548232.250000 Penalty: 5125.133301
	Iteration 36Q: 3 clusters Score -2548232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2548233.750000 Penalty: 5125.133301
	Iteration 37Q: 3 clusters Score -2548234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2548239.250000 Penalty: 5125.133301
	Iteration 38Q: 3 clusters Score -2548239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2548238.500000 Penalty: 5125.133301
	Iteration 39Q: 3 clusters Score -2548238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2548242.750000 Penalty: 5125.133301
	Iteration 40F: 3 clusters Score -2548243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2548245.750000 Penalty: 5125.133301
	Iteration 41Q: 3 clusters Score -2548246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2548245.750000 Penalty: 5125.133301
	Iteration 42Q: 3 clusters Score -2548246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2548247.000000 Penalty: 5125.133301
	Iteration 43Q: 3 clusters Score -2548247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2548249.000000 Penalty: 5125.133301
	Iteration 44Q: 3 clusters Score -2548249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2548257.000000 Penalty: 5125.133301
	Iteration 45Q: 3 clusters Score -2548257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2548259.250000 Penalty: 5125.133301
	Iteration 46Q: 3 clusters Score -2548259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2548259.000000 Penalty: 5125.133301
	Iteration 47Q: 3 clusters Score -2548259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2548257.750000 Penalty: 5125.133301
	Iteration 48Q: 3 clusters Score -2548258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2548255.000000 Penalty: 5125.133301
	Iteration 49Q: 3 clusters Score -2548255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2548260.750000 Penalty: 5125.133301
	Iteration 50Q: 3 clusters Score -2548261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2548264.250000 Penalty: 5125.133301
	Iteration 51Q: 3 clusters Score -2548264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2548264.250000 Penalty: 5125.133301
	Iteration 52F: 3 clusters Score -2548264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Entering Unmasked Estep 
Score: -1474789.500000 Penalty: 2435.655762
	Iteration 0F: 2 clusters Score -1474790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1461774.125000 Penalty: 4871.311523
	Iteration 0F: 3 clusters Score -1461774 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1466013.500000 Penalty: 4871.311523
	Iteration 1F: 3 clusters Score -1466014 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1466382.125000 Penalty: 4871.311523
	Iteration 2F: 3 clusters Score -1466382 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1466750.000000 Penalty: 4871.311523
	Iteration 3Q: 3 clusters Score -1466750 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1467132.125000 Penalty: 4871.311523
	Iteration 4Q: 3 clusters Score -1467132 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1467599.625000 Penalty: 4871.311523
	Iteration 5Q: 3 clusters Score -1467600 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1468156.375000 Penalty: 4871.311523
	Iteration 6F: 3 clusters Score -1468156 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1468806.375000 Penalty: 4871.311523
	Iteration 7F: 3 clusters Score -1468806 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1469536.750000 Penalty: 4871.311523
	Iteration 8F: 3 clusters Score -1469537 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1470267.250000 Penalty: 4871.311523
	Iteration 9F: 3 clusters Score -1470267 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1470943.250000 Penalty: 4871.311523
	Iteration 10Q: 3 clusters Score -1470943 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1471486.500000 Penalty: 4871.311523
	Iteration 11Q: 3 clusters Score -1471486 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1471895.625000 Penalty: 4871.311523
	Iteration 12Q: 3 clusters Score -1471896 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1472161.875000 Penalty: 4871.311523
	Iteration 13Q: 3 clusters Score -1472162 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1472344.875000 Penalty: 4871.311523
	Iteration 14Q: 3 clusters Score -1472345 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1472441.250000 Penalty: 4871.311523
	Iteration 15Q: 3 clusters Score -1472441 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1472504.625000 Penalty: 4871.311523
	Iteration 16Q: 3 clusters Score -1472505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1472562.750000 Penalty: 4871.311523
	Iteration 17Q: 3 clusters Score -1472563 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1472597.250000 Penalty: 4871.311523
	Iteration 18Q: 3 clusters Score -1472597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1472622.750000 Penalty: 4871.311523
	Iteration 19Q: 3 clusters Score -1472623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1472631.500000 Penalty: 4871.311523
	Iteration 20F: 3 clusters Score -1472632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1472643.000000 Penalty: 4871.311523
	Iteration 21Q: 3 clusters Score -1472643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1472652.750000 Penalty: 4871.311523
	Iteration 22Q: 3 clusters Score -1472653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1472656.375000 Penalty: 4871.311523
	Iteration 23Q: 3 clusters Score -1472656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1472660.500000 Penalty: 4871.311523
	Iteration 24Q: 3 clusters Score -1472660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1472662.375000 Penalty: 4871.311523
	Iteration 25Q: 3 clusters Score -1472662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1472666.375000 Penalty: 4871.311523
	Iteration 26Q: 3 clusters Score -1472666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1472666.125000 Penalty: 4871.311523
	Iteration 27Q: 3 clusters Score -1472666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1472668.875000 Penalty: 4871.311523
	Iteration 28Q: 3 clusters Score -1472669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1472669.875000 Penalty: 4871.311523
	Iteration 29Q: 3 clusters Score -1472670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1472670.250000 Penalty: 4871.311523
	Iteration 30Q: 3 clusters Score -1472670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1472670.625000 Penalty: 4871.311523
	Iteration 31Q: 3 clusters Score -1472671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1472673.000000 Penalty: 4871.311523
	Iteration 32Q: 3 clusters Score -1472673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1472674.750000 Penalty: 4871.311523
	Iteration 33Q: 3 clusters Score -1472675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1472675.500000 Penalty: 4871.311523
	Iteration 34Q: 3 clusters Score -1472676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1472675.125000 Penalty: 4871.311523
	Iteration 35Q: 3 clusters Score -1472675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1472675.125000 Penalty: 4871.311523
	Iteration 36F: 3 clusters Score -1472675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 14631 members 
Mstep: Class 5 contains 108934 members 
Mstep: Class 6 contains 18879 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 163916 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 30915 members 
Mstep: Class 12 contains 14355 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 203220 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 19756 members 
Mstep: Class 18 contains 100824 members 
Mstep: Class 19 contains 853535 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 16010 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3473 members 
Mstep: Class 24 contains 32405 members 
Mstep: Class 25 contains 8803 members 
Mstep: Class 26 contains 15636 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 30728 members 
Mstep: Class 30 contains 18420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775216.000000 Penalty: 121549.570312
Iteration 119Q: 35 clusters Score -1.427752e+08 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 21057 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 14570 members 
Mstep: Class 5 contains 106942 members 
Mstep: Class 6 contains 18829 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 164187 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 14258 members 
Mstep: Class 13 contains 23960 members 
Mstep: Class 14 contains 205388 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 19513 members 
Mstep: Class 18 contains 100873 members 
Mstep: Class 19 contains 853489 members 
Mstep: Class 20 contains 14798 members 
Mstep: Class 21 contains 16011 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 3480 members 
Mstep: Class 24 contains 32445 members 
Mstep: Class 25 contains 8750 members 
Mstep: Class 26 contains 16693 members 
Mstep: Class 27 contains 4967 members 
Mstep: Class 28 contains 38210 members 
Mstep: Class 29 contains 30925 members 
Mstep: Class 30 contains 18441 members 
Mstep: Class 31 contains 21095 members 
Mstep: Class 32 contains 810 members 
Mstep: Class 33 contains 1626 members 
Mstep: Class 34 contains 6170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142778928.000000 Penalty: 121549.570312
Iteration 120F: 35 clusters Score -1.427789e+08 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 20958 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 14514 members 
Mstep: Class 5 contains 105201 members 
Mstep: Class 6 contains 18776 members 
Mstep: Class 7 contains 7655 members 
Mstep: Class 8 contains 164207 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 30426 members 
Mstep: Class 12 contains 14184 members 
Mstep: Class 13 contains 23964 members 
Mstep: Class 14 contains 206744 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 19356 members 
Mstep: Class 18 contains 100787 members 
Mstep: Class 19 contains 852973 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 16004 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 3469 members 
Mstep: Class 24 contains 32515 members 
Mstep: Class 25 contains 8704 members 
Mstep: Class 26 contains 17366 members 
Mstep: Class 27 contains 4928 members 
Mstep: Class 28 contains 38255 members 
Mstep: Class 29 contains 30946 members 
Mstep: Class 30 contains 18486 members 
Mstep: Class 31 contains 21805 members 
Mstep: Class 32 contains 871 members 
Mstep: Class 33 contains 1617 members 
Mstep: Class 34 contains 6245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780976.000000 Penalty: 121549.570312
Iteration 121Q: 35 clusters Score -1.42781e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 20910 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14489 members 
Mstep: Class 5 contains 103831 members 
Mstep: Class 6 contains 18736 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 164211 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 30238 members 
Mstep: Class 12 contains 14095 members 
Mstep: Class 13 contains 23930 members 
Mstep: Class 14 contains 208170 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 3429 members 
Mstep: Class 17 contains 19249 members 
Mstep: Class 18 contains 100727 members 
Mstep: Class 19 contains 852579 members 
Mstep: Class 20 contains 14613 members 
Mstep: Class 21 contains 15999 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32540 members 
Mstep: Class 25 contains 8688 members 
Mstep: Class 26 contains 17845 members 
Mstep: Class 27 contains 4917 members 
Mstep: Class 28 contains 38272 members 
Mstep: Class 29 contains 30960 members 
Mstep: Class 30 contains 18521 members 
Mstep: Class 31 contains 22133 members 
Mstep: Class 32 contains 896 members 
Mstep: Class 33 contains 1606 members 
Mstep: Class 34 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782224.000000 Penalty: 121549.570312
Iteration 122Q: 35 clusters Score -1.427822e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 20893 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14443 members 
Mstep: Class 5 contains 102557 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 164165 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 30104 members 
Mstep: Class 12 contains 14016 members 
Mstep: Class 13 contains 23887 members 
Mstep: Class 14 contains 209616 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 19163 members 
Mstep: Class 18 contains 100655 members 
Mstep: Class 19 contains 852285 members 
Mstep: Class 20 contains 14542 members 
Mstep: Class 21 contains 15997 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32545 members 
Mstep: Class 25 contains 8677 members 
Mstep: Class 26 contains 18270 members 
Mstep: Class 27 contains 4913 members 
Mstep: Class 28 contains 38307 members 
Mstep: Class 29 contains 30960 members 
Mstep: Class 30 contains 18580 members 
Mstep: Class 31 contains 22341 members 
Mstep: Class 32 contains 906 members 
Mstep: Class 33 contains 1593 members 
Mstep: Class 34 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782752.000000 Penalty: 121549.570312
Iteration 123Q: 35 clusters Score -1.427828e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 20864 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14399 members 
Mstep: Class 5 contains 101329 members 
Mstep: Class 6 contains 18676 members 
Mstep: Class 7 contains 7660 members 
Mstep: Class 8 contains 164120 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 30008 members 
Mstep: Class 12 contains 13950 members 
Mstep: Class 13 contains 23833 members 
Mstep: Class 14 contains 211031 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 3460 members 
Mstep: Class 17 contains 19094 members 
Mstep: Class 18 contains 100574 members 
Mstep: Class 19 contains 852067 members 
Mstep: Class 20 contains 14472 members 
Mstep: Class 21 contains 16006 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32551 members 
Mstep: Class 25 contains 8669 members 
Mstep: Class 26 contains 18622 members 
Mstep: Class 27 contains 4907 members 
Mstep: Class 28 contains 38325 members 
Mstep: Class 29 contains 30967 members 
Mstep: Class 30 contains 18632 members 
Mstep: Class 31 contains 22469 members 
Mstep: Class 32 contains 912 members 
Mstep: Class 33 contains 1584 members 
Mstep: Class 34 contains 6301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782656.000000 Penalty: 121549.570312
Iteration 124Q: 35 clusters Score -1.427827e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 20843 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 100256 members 
Mstep: Class 6 contains 18657 members 
Mstep: Class 7 contains 7665 members 
Mstep: Class 8 contains 164054 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 29921 members 
Mstep: Class 12 contains 13895 members 
Mstep: Class 13 contains 23765 members 
Mstep: Class 14 contains 212424 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 19042 members 
Mstep: Class 18 contains 100505 members 
Mstep: Class 19 contains 851859 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 16013 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32535 members 
Mstep: Class 25 contains 8662 members 
Mstep: Class 26 contains 18917 members 
Mstep: Class 27 contains 4903 members 
Mstep: Class 28 contains 38325 members 
Mstep: Class 29 contains 30953 members 
Mstep: Class 30 contains 18695 members 
Mstep: Class 31 contains 22558 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 1579 members 
Mstep: Class 34 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782288.000000 Penalty: 121549.570312
Iteration 125Q: 35 clusters Score -1.427823e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 20810 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 99307 members 
Mstep: Class 6 contains 18634 members 
Mstep: Class 7 contains 7668 members 
Mstep: Class 8 contains 163994 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 29865 members 
Mstep: Class 12 contains 13832 members 
Mstep: Class 13 contains 23706 members 
Mstep: Class 14 contains 213763 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 19015 members 
Mstep: Class 18 contains 100442 members 
Mstep: Class 19 contains 851655 members 
Mstep: Class 20 contains 14326 members 
Mstep: Class 21 contains 16015 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32514 members 
Mstep: Class 25 contains 8655 members 
Mstep: Class 26 contains 19173 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38319 members 
Mstep: Class 29 contains 30913 members 
Mstep: Class 30 contains 18756 members 
Mstep: Class 31 contains 22593 members 
Mstep: Class 32 contains 921 members 
Mstep: Class 33 contains 1572 members 
Mstep: Class 34 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782800.000000 Penalty: 121549.570312
Iteration 126Q: 35 clusters Score -1.427828e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 20790 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14263 members 
Mstep: Class 5 contains 98449 members 
Mstep: Class 6 contains 18619 members 
Mstep: Class 7 contains 7673 members 
Mstep: Class 8 contains 163930 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 29833 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 23660 members 
Mstep: Class 14 contains 215062 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 18987 members 
Mstep: Class 18 contains 100345 members 
Mstep: Class 19 contains 851497 members 
Mstep: Class 20 contains 14261 members 
Mstep: Class 21 contains 16025 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32493 members 
Mstep: Class 25 contains 8652 members 
Mstep: Class 26 contains 19366 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38289 members 
Mstep: Class 29 contains 30879 members 
Mstep: Class 30 contains 18810 members 
Mstep: Class 31 contains 22594 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 1568 members 
Mstep: Class 34 contains 6311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783008.000000 Penalty: 121549.570312
Iteration 127Q: 35 clusters Score -1.42783e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 20761 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14237 members 
Mstep: Class 5 contains 97708 members 
Mstep: Class 6 contains 18606 members 
Mstep: Class 7 contains 7679 members 
Mstep: Class 8 contains 163868 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 11 contains 29819 members 
Mstep: Class 12 contains 13757 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 216230 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3505 members 
Mstep: Class 17 contains 18970 members 
Mstep: Class 18 contains 100267 members 
Mstep: Class 19 contains 851319 members 
Mstep: Class 20 contains 14217 members 
Mstep: Class 21 contains 16028 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32491 members 
Mstep: Class 25 contains 8646 members 
Mstep: Class 26 contains 19536 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38259 members 
Mstep: Class 29 contains 30853 members 
Mstep: Class 30 contains 18872 members 
Mstep: Class 31 contains 22564 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783360.000000 Penalty: 121549.570312
Iteration 128Q: 35 clusters Score -1.427834e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 20744 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14211 members 
Mstep: Class 5 contains 97025 members 
Mstep: Class 6 contains 18595 members 
Mstep: Class 7 contains 7683 members 
Mstep: Class 8 contains 163811 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 3904 members 
Mstep: Class 11 contains 29794 members 
Mstep: Class 12 contains 13713 members 
Mstep: Class 13 contains 23481 members 
Mstep: Class 14 contains 217365 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3510 members 
Mstep: Class 17 contains 18943 members 
Mstep: Class 18 contains 100189 members 
Mstep: Class 19 contains 851128 members 
Mstep: Class 20 contains 14170 members 
Mstep: Class 21 contains 16036 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32493 members 
Mstep: Class 25 contains 8640 members 
Mstep: Class 26 contains 19711 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38221 members 
Mstep: Class 29 contains 30831 members 
Mstep: Class 30 contains 18941 members 
Mstep: Class 31 contains 22544 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1560 members 
Mstep: Class 34 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783456.000000 Penalty: 121549.570312
Iteration 129Q: 35 clusters Score -1.427835e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 20730 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 96401 members 
Mstep: Class 6 contains 18586 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 163754 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 3931 members 
Mstep: Class 11 contains 29780 members 
Mstep: Class 12 contains 13668 members 
Mstep: Class 13 contains 23368 members 
Mstep: Class 14 contains 218463 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3515 members 
Mstep: Class 17 contains 18924 members 
Mstep: Class 18 contains 100118 members 
Mstep: Class 19 contains 850959 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 16038 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32511 members 
Mstep: Class 25 contains 8636 members 
Mstep: Class 26 contains 19857 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38177 members 
Mstep: Class 29 contains 30789 members 
Mstep: Class 30 contains 19008 members 
Mstep: Class 31 contains 22522 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1557 members 
Mstep: Class 34 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783504.000000 Penalty: 121549.570312
Iteration 130Q: 35 clusters Score -1.427835e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 20714 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14180 members 
Mstep: Class 5 contains 95819 members 
Mstep: Class 6 contains 18573 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 8 contains 163709 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 3958 members 
Mstep: Class 11 contains 29779 members 
Mstep: Class 12 contains 13636 members 
Mstep: Class 13 contains 23264 members 
Mstep: Class 14 contains 219518 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3526 members 
Mstep: Class 17 contains 18909 members 
Mstep: Class 18 contains 100039 members 
Mstep: Class 19 contains 850801 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 21 contains 16044 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32536 members 
Mstep: Class 25 contains 8633 members 
Mstep: Class 26 contains 19972 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38132 members 
Mstep: Class 29 contains 30741 members 
Mstep: Class 30 contains 19073 members 
Mstep: Class 31 contains 22475 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1551 members 
Mstep: Class 34 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783376.000000 Penalty: 121549.570312
Iteration 131Q: 35 clusters Score -1.427834e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 20705 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14169 members 
Mstep: Class 5 contains 95284 members 
Mstep: Class 6 contains 18566 members 
Mstep: Class 7 contains 7695 members 
Mstep: Class 8 contains 163663 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 29767 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 23157 members 
Mstep: Class 14 contains 220551 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 18899 members 
Mstep: Class 18 contains 99950 members 
Mstep: Class 19 contains 850649 members 
Mstep: Class 20 contains 14010 members 
Mstep: Class 21 contains 16040 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32574 members 
Mstep: Class 25 contains 8633 members 
Mstep: Class 26 contains 20066 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38074 members 
Mstep: Class 29 contains 30683 members 
Mstep: Class 30 contains 19143 members 
Mstep: Class 31 contains 22416 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1544 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783520.000000 Penalty: 121549.570312
Iteration 132Q: 35 clusters Score -1.427835e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 20684 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14161 members 
Mstep: Class 5 contains 94830 members 
Mstep: Class 6 contains 18555 members 
Mstep: Class 7 contains 7702 members 
Mstep: Class 8 contains 163610 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 3996 members 
Mstep: Class 11 contains 29758 members 
Mstep: Class 12 contains 13606 members 
Mstep: Class 13 contains 23058 members 
Mstep: Class 14 contains 221516 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3553 members 
Mstep: Class 17 contains 18884 members 
Mstep: Class 18 contains 99876 members 
Mstep: Class 19 contains 850506 members 
Mstep: Class 20 contains 13981 members 
Mstep: Class 21 contains 16036 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32607 members 
Mstep: Class 25 contains 8630 members 
Mstep: Class 26 contains 20143 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 38017 members 
Mstep: Class 29 contains 30604 members 
Mstep: Class 30 contains 19202 members 
Mstep: Class 31 contains 22350 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1538 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783568.000000 Penalty: 121549.570312
Iteration 133Q: 35 clusters Score -1.427836e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 20663 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14160 members 
Mstep: Class 5 contains 94421 members 
Mstep: Class 6 contains 18551 members 
Mstep: Class 7 contains 7704 members 
Mstep: Class 8 contains 163545 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 29733 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 22969 members 
Mstep: Class 14 contains 222420 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3566 members 
Mstep: Class 17 contains 18877 members 
Mstep: Class 18 contains 99782 members 
Mstep: Class 19 contains 850343 members 
Mstep: Class 20 contains 13950 members 
Mstep: Class 21 contains 16035 members 
Mstep: Class 22 contains 3286 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32637 members 
Mstep: Class 25 contains 8628 members 
Mstep: Class 26 contains 20208 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 37986 members 
Mstep: Class 29 contains 30541 members 
Mstep: Class 30 contains 19255 members 
Mstep: Class 31 contains 22301 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1529 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783920.000000 Penalty: 121549.570312
Iteration 134Q: 35 clusters Score -1.427839e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 20651 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14151 members 
Mstep: Class 5 contains 94000 members 
Mstep: Class 6 contains 18541 members 
Mstep: Class 7 contains 7706 members 
Mstep: Class 8 contains 163488 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 29735 members 
Mstep: Class 12 contains 13585 members 
Mstep: Class 13 contains 22890 members 
Mstep: Class 14 contains 223325 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3581 members 
Mstep: Class 17 contains 18868 members 
Mstep: Class 18 contains 99701 members 
Mstep: Class 19 contains 850166 members 
Mstep: Class 20 contains 13924 members 
Mstep: Class 21 contains 16030 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 3464 members 
Mstep: Class 24 contains 32662 members 
Mstep: Class 25 contains 8627 members 
Mstep: Class 26 contains 20252 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 37951 members 
Mstep: Class 29 contains 30477 members 
Mstep: Class 30 contains 19321 members 
Mstep: Class 31 contains 22244 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 1521 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784272.000000 Penalty: 121549.570312
Iteration 135Q: 35 clusters Score -1.427843e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 20646 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14138 members 
Mstep: Class 5 contains 93615 members 
Mstep: Class 6 contains 18536 members 
Mstep: Class 7 contains 7709 members 
Mstep: Class 8 contains 163441 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 29746 members 
Mstep: Class 12 contains 13578 members 
Mstep: Class 13 contains 22816 members 
Mstep: Class 14 contains 224170 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 18865 members 
Mstep: Class 18 contains 99604 members 
Mstep: Class 19 contains 849998 members 
Mstep: Class 20 contains 13893 members 
Mstep: Class 21 contains 16027 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32685 members 
Mstep: Class 25 contains 8624 members 
Mstep: Class 26 contains 20284 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 37922 members 
Mstep: Class 29 contains 30413 members 
Mstep: Class 30 contains 19394 members 
Mstep: Class 31 contains 22192 members 
Mstep: Class 32 contains 926 members 
Mstep: Class 33 contains 1504 members 
Mstep: Class 34 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783952.000000 Penalty: 121549.570312
Iteration 136Q: 35 clusters Score -1.42784e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 20629 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14131 members 
Mstep: Class 5 contains 93226 members 
Mstep: Class 6 contains 18543 members 
Mstep: Class 7 contains 7712 members 
Mstep: Class 8 contains 163404 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 29753 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 22745 members 
Mstep: Class 14 contains 224955 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 18856 members 
Mstep: Class 18 contains 99527 members 
Mstep: Class 19 contains 849843 members 
Mstep: Class 20 contains 13878 members 
Mstep: Class 21 contains 16027 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32721 members 
Mstep: Class 25 contains 8621 members 
Mstep: Class 26 contains 20314 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 37883 members 
Mstep: Class 29 contains 30367 members 
Mstep: Class 30 contains 19460 members 
Mstep: Class 31 contains 22136 members 
Mstep: Class 32 contains 923 members 
Mstep: Class 33 contains 1490 members 
Mstep: Class 34 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784160.000000 Penalty: 121549.570312
Iteration 137Q: 35 clusters Score -1.427842e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 20634 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14120 members 
Mstep: Class 5 contains 92871 members 
Mstep: Class 6 contains 18538 members 
Mstep: Class 7 contains 7713 members 
Mstep: Class 8 contains 163375 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 29762 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 22679 members 
Mstep: Class 14 contains 225678 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 18847 members 
Mstep: Class 18 contains 99444 members 
Mstep: Class 19 contains 849711 members 
Mstep: Class 20 contains 13845 members 
Mstep: Class 21 contains 16023 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32748 members 
Mstep: Class 25 contains 8619 members 
Mstep: Class 26 contains 20342 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 37841 members 
Mstep: Class 29 contains 30319 members 
Mstep: Class 30 contains 19523 members 
Mstep: Class 31 contains 22092 members 
Mstep: Class 32 contains 924 members 
Mstep: Class 33 contains 1474 members 
Mstep: Class 34 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784320.000000 Penalty: 121549.570312
Iteration 138Q: 35 clusters Score -1.427843e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 20635 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14114 members 
Mstep: Class 5 contains 92551 members 
Mstep: Class 6 contains 18537 members 
Mstep: Class 7 contains 7714 members 
Mstep: Class 8 contains 163340 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 29764 members 
Mstep: Class 12 contains 13557 members 
Mstep: Class 13 contains 22590 members 
Mstep: Class 14 contains 226425 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 18839 members 
Mstep: Class 18 contains 99373 members 
Mstep: Class 19 contains 849562 members 
Mstep: Class 20 contains 13814 members 
Mstep: Class 21 contains 16023 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32769 members 
Mstep: Class 25 contains 8617 members 
Mstep: Class 26 contains 20365 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37798 members 
Mstep: Class 29 contains 30277 members 
Mstep: Class 30 contains 19585 members 
Mstep: Class 31 contains 22038 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784144.000000 Penalty: 121549.570312
Iteration 139Q: 35 clusters Score -1.427841e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 20626 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14110 members 
Mstep: Class 5 contains 92268 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 7718 members 
Mstep: Class 8 contains 163303 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 29763 members 
Mstep: Class 12 contains 13548 members 
Mstep: Class 13 contains 22520 members 
Mstep: Class 14 contains 227094 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3689 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 18 contains 99299 members 
Mstep: Class 19 contains 849457 members 
Mstep: Class 20 contains 13787 members 
Mstep: Class 21 contains 16026 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32789 members 
Mstep: Class 25 contains 8615 members 
Mstep: Class 26 contains 20396 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37747 members 
Mstep: Class 29 contains 30245 members 
Mstep: Class 30 contains 19640 members 
Mstep: Class 31 contains 21972 members 
Mstep: Class 32 contains 927 members 
Mstep: Class 33 contains 1423 members 
Mstep: Class 34 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784064.000000 Penalty: 121549.570312
Iteration 140F: 35 clusters Score -1.427841e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14103 members 
Mstep: Class 5 contains 91980 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 7717 members 
Mstep: Class 8 contains 163270 members 
Mstep: Class 9 contains 1442 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 29771 members 
Mstep: Class 12 contains 13539 members 
Mstep: Class 13 contains 22445 members 
Mstep: Class 14 contains 227731 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3730 members 
Mstep: Class 17 contains 18812 members 
Mstep: Class 18 contains 99225 members 
Mstep: Class 19 contains 849374 members 
Mstep: Class 20 contains 13762 members 
Mstep: Class 21 contains 16027 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32811 members 
Mstep: Class 25 contains 8612 members 
Mstep: Class 26 contains 20412 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37715 members 
Mstep: Class 29 contains 30218 members 
Mstep: Class 30 contains 19697 members 
Mstep: Class 31 contains 21901 members 
Mstep: Class 32 contains 929 members 
Mstep: Class 33 contains 1395 members 
Mstep: Class 34 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784144.000000 Penalty: 121549.570312
Iteration 141Q: 35 clusters Score -1.427841e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 20611 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14098 members 
Mstep: Class 5 contains 91710 members 
Mstep: Class 6 contains 18531 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 163237 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4111 members 
Mstep: Class 11 contains 29779 members 
Mstep: Class 12 contains 13534 members 
Mstep: Class 13 contains 22381 members 
Mstep: Class 14 contains 228283 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 18801 members 
Mstep: Class 18 contains 99151 members 
Mstep: Class 19 contains 849289 members 
Mstep: Class 20 contains 13729 members 
Mstep: Class 21 contains 16025 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32836 members 
Mstep: Class 25 contains 8611 members 
Mstep: Class 26 contains 20426 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37685 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 19751 members 
Mstep: Class 31 contains 21849 members 
Mstep: Class 32 contains 931 members 
Mstep: Class 33 contains 1367 members 
Mstep: Class 34 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784432.000000 Penalty: 121549.570312
Iteration 142Q: 35 clusters Score -1.427844e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 20610 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 91480 members 
Mstep: Class 6 contains 18532 members 
Mstep: Class 7 contains 7717 members 
Mstep: Class 8 contains 163211 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 29784 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 22340 members 
Mstep: Class 14 contains 228753 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 18788 members 
Mstep: Class 18 contains 99100 members 
Mstep: Class 19 contains 849217 members 
Mstep: Class 20 contains 13699 members 
Mstep: Class 21 contains 16021 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32863 members 
Mstep: Class 25 contains 8611 members 
Mstep: Class 26 contains 20443 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37647 members 
Mstep: Class 29 contains 30189 members 
Mstep: Class 30 contains 19804 members 
Mstep: Class 31 contains 21794 members 
Mstep: Class 32 contains 932 members 
Mstep: Class 33 contains 1343 members 
Mstep: Class 34 contains 6302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784320.000000 Penalty: 121549.570312
Iteration 143Q: 35 clusters Score -1.427843e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 20615 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14089 members 
Mstep: Class 5 contains 91262 members 
Mstep: Class 6 contains 18523 members 
Mstep: Class 7 contains 7716 members 
Mstep: Class 8 contains 163180 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 29792 members 
Mstep: Class 12 contains 13517 members 
Mstep: Class 13 contains 22305 members 
Mstep: Class 14 contains 229200 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 18774 members 
Mstep: Class 18 contains 99044 members 
Mstep: Class 19 contains 849148 members 
Mstep: Class 20 contains 13673 members 
Mstep: Class 21 contains 16019 members 
Mstep: Class 22 contains 3282 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32888 members 
Mstep: Class 25 contains 8611 members 
Mstep: Class 26 contains 20469 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37612 members 
Mstep: Class 29 contains 30169 members 
Mstep: Class 30 contains 19853 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 932 members 
Mstep: Class 33 contains 1337 members 
Mstep: Class 34 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784464.000000 Penalty: 121549.570312
Iteration 144Q: 35 clusters Score -1.427845e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 20627 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 14081 members 
Mstep: Class 5 contains 91067 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 7718 members 
Mstep: Class 8 contains 163139 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 29800 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 229614 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 18766 members 
Mstep: Class 18 contains 98997 members 
Mstep: Class 19 contains 849090 members 
Mstep: Class 20 contains 13656 members 
Mstep: Class 21 contains 16014 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32916 members 
Mstep: Class 25 contains 8611 members 
Mstep: Class 26 contains 20487 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37576 members 
Mstep: Class 29 contains 30149 members 
Mstep: Class 30 contains 19888 members 
Mstep: Class 31 contains 21699 members 
Mstep: Class 32 contains 931 members 
Mstep: Class 33 contains 1338 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784528.000000 Penalty: 121549.570312
Iteration 145Q: 35 clusters Score -1.427845e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 20627 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14075 members 
Mstep: Class 5 contains 90875 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 163089 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 29818 members 
Mstep: Class 12 contains 13503 members 
Mstep: Class 13 contains 22232 members 
Mstep: Class 14 contains 230011 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98945 members 
Mstep: Class 19 contains 849010 members 
Mstep: Class 20 contains 13633 members 
Mstep: Class 21 contains 16016 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32953 members 
Mstep: Class 25 contains 8610 members 
Mstep: Class 26 contains 20510 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37551 members 
Mstep: Class 29 contains 30139 members 
Mstep: Class 30 contains 19926 members 
Mstep: Class 31 contains 21666 members 
Mstep: Class 32 contains 932 members 
Mstep: Class 33 contains 1338 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784528.000000 Penalty: 121549.570312
Iteration 146Q: 35 clusters Score -1.427845e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 20629 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 14072 members 
Mstep: Class 5 contains 90704 members 
Mstep: Class 6 contains 18519 members 
Mstep: Class 7 contains 7721 members 
Mstep: Class 8 contains 163027 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 29826 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 22187 members 
Mstep: Class 14 contains 230411 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 18750 members 
Mstep: Class 18 contains 98897 members 
Mstep: Class 19 contains 848913 members 
Mstep: Class 20 contains 13609 members 
Mstep: Class 21 contains 16018 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32970 members 
Mstep: Class 25 contains 8609 members 
Mstep: Class 26 contains 20537 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 37535 members 
Mstep: Class 29 contains 30135 members 
Mstep: Class 30 contains 19973 members 
Mstep: Class 31 contains 21632 members 
Mstep: Class 32 contains 935 members 
Mstep: Class 33 contains 1339 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784704.000000 Penalty: 121549.570312
Iteration 147Q: 35 clusters Score -1.427847e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 20635 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14071 members 
Mstep: Class 5 contains 90548 members 
Mstep: Class 6 contains 18516 members 
Mstep: Class 7 contains 7721 members 
Mstep: Class 8 contains 162986 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4131 members 
Mstep: Class 11 contains 29839 members 
Mstep: Class 12 contains 13487 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 230760 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3864 members 
Mstep: Class 17 contains 18737 members 
Mstep: Class 18 contains 98861 members 
Mstep: Class 19 contains 848843 members 
Mstep: Class 20 contains 13582 members 
Mstep: Class 21 contains 16019 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 3463 members 
Mstep: Class 24 contains 32988 members 
Mstep: Class 25 contains 8609 members 
Mstep: Class 26 contains 20560 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37512 members 
Mstep: Class 29 contains 30126 members 
Mstep: Class 30 contains 20020 members 
Mstep: Class 31 contains 21597 members 
Mstep: Class 32 contains 939 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784768.000000 Penalty: 121549.570312
Iteration 148Q: 35 clusters Score -1.427848e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 20632 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14069 members 
Mstep: Class 5 contains 90419 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 162958 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 29845 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 13 contains 22125 members 
Mstep: Class 14 contains 231046 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 18729 members 
Mstep: Class 18 contains 98837 members 
Mstep: Class 19 contains 848785 members 
Mstep: Class 20 contains 13540 members 
Mstep: Class 21 contains 16021 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33005 members 
Mstep: Class 25 contains 8609 members 
Mstep: Class 26 contains 20577 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37492 members 
Mstep: Class 29 contains 30117 members 
Mstep: Class 30 contains 20079 members 
Mstep: Class 31 contains 21556 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784800.000000 Penalty: 121549.570312
Iteration 149Q: 35 clusters Score -1.427848e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 20639 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 90302 members 
Mstep: Class 6 contains 18500 members 
Mstep: Class 7 contains 7715 members 
Mstep: Class 8 contains 162937 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4149 members 
Mstep: Class 11 contains 29853 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 22099 members 
Mstep: Class 14 contains 231298 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3867 members 
Mstep: Class 17 contains 18728 members 
Mstep: Class 18 contains 98808 members 
Mstep: Class 19 contains 848736 members 
Mstep: Class 20 contains 13513 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33026 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 20595 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37471 members 
Mstep: Class 29 contains 30107 members 
Mstep: Class 30 contains 20121 members 
Mstep: Class 31 contains 21532 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784704.000000 Penalty: 121549.570312
Iteration 150Q: 35 clusters Score -1.427847e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 20637 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14064 members 
Mstep: Class 5 contains 90204 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 7 contains 7716 members 
Mstep: Class 8 contains 162910 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 29860 members 
Mstep: Class 12 contains 13469 members 
Mstep: Class 13 contains 22068 members 
Mstep: Class 14 contains 231550 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 18729 members 
Mstep: Class 18 contains 98776 members 
Mstep: Class 19 contains 848690 members 
Mstep: Class 20 contains 13486 members 
Mstep: Class 21 contains 16022 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33045 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 20604 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37453 members 
Mstep: Class 29 contains 30089 members 
Mstep: Class 30 contains 20158 members 
Mstep: Class 31 contains 21513 members 
Mstep: Class 32 contains 944 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784736.000000 Penalty: 121549.570312
Iteration 151Q: 35 clusters Score -1.427847e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 20636 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14060 members 
Mstep: Class 5 contains 90108 members 
Mstep: Class 6 contains 18495 members 
Mstep: Class 7 contains 7717 members 
Mstep: Class 8 contains 162881 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 29867 members 
Mstep: Class 12 contains 13461 members 
Mstep: Class 13 contains 22042 members 
Mstep: Class 14 contains 231786 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 18726 members 
Mstep: Class 18 contains 98756 members 
Mstep: Class 19 contains 848663 members 
Mstep: Class 20 contains 13464 members 
Mstep: Class 21 contains 16024 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33057 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 20617 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37428 members 
Mstep: Class 29 contains 30074 members 
Mstep: Class 30 contains 20185 members 
Mstep: Class 31 contains 21488 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784688.000000 Penalty: 121549.570312
Iteration 152Q: 35 clusters Score -1.427847e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 20634 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14059 members 
Mstep: Class 5 contains 90017 members 
Mstep: Class 6 contains 18493 members 
Mstep: Class 7 contains 7718 members 
Mstep: Class 8 contains 162854 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 29873 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 21998 members 
Mstep: Class 14 contains 232018 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 18721 members 
Mstep: Class 18 contains 98737 members 
Mstep: Class 19 contains 848638 members 
Mstep: Class 20 contains 13444 members 
Mstep: Class 21 contains 16026 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33073 members 
Mstep: Class 25 contains 8607 members 
Mstep: Class 26 contains 20628 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37401 members 
Mstep: Class 29 contains 30065 members 
Mstep: Class 30 contains 20212 members 
Mstep: Class 31 contains 21468 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784912.000000 Penalty: 121549.570312
Iteration 153Q: 35 clusters Score -1.427849e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 20627 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 89924 members 
Mstep: Class 6 contains 18489 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 162838 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 29883 members 
Mstep: Class 12 contains 13448 members 
Mstep: Class 13 contains 21963 members 
Mstep: Class 14 contains 232241 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 18721 members 
Mstep: Class 18 contains 98724 members 
Mstep: Class 19 contains 848584 members 
Mstep: Class 20 contains 13428 members 
Mstep: Class 21 contains 16024 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33087 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20650 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37377 members 
Mstep: Class 29 contains 30055 members 
Mstep: Class 30 contains 20248 members 
Mstep: Class 31 contains 21445 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784976.000000 Penalty: 121549.570312
Iteration 154Q: 35 clusters Score -1.42785e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 20628 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 89843 members 
Mstep: Class 6 contains 18488 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 162825 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 29897 members 
Mstep: Class 12 contains 13440 members 
Mstep: Class 13 contains 21923 members 
Mstep: Class 14 contains 232449 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 18723 members 
Mstep: Class 18 contains 98712 members 
Mstep: Class 19 contains 848539 members 
Mstep: Class 20 contains 13410 members 
Mstep: Class 21 contains 16021 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33105 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20666 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37348 members 
Mstep: Class 29 contains 30042 members 
Mstep: Class 30 contains 20272 members 
Mstep: Class 31 contains 21421 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785136.000000 Penalty: 121549.570312
Iteration 155Q: 35 clusters Score -1.427851e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 20620 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14052 members 
Mstep: Class 5 contains 89768 members 
Mstep: Class 6 contains 18485 members 
Mstep: Class 7 contains 7719 members 
Mstep: Class 8 contains 162814 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 29910 members 
Mstep: Class 12 contains 13432 members 
Mstep: Class 13 contains 21897 members 
Mstep: Class 14 contains 232643 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 18723 members 
Mstep: Class 18 contains 98705 members 
Mstep: Class 19 contains 848511 members 
Mstep: Class 20 contains 13403 members 
Mstep: Class 21 contains 16016 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33116 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20684 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37317 members 
Mstep: Class 29 contains 30029 members 
Mstep: Class 30 contains 20292 members 
Mstep: Class 31 contains 21393 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785200.000000 Penalty: 121549.570312
Iteration 156Q: 35 clusters Score -1.427852e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 20619 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 89687 members 
Mstep: Class 6 contains 18487 members 
Mstep: Class 7 contains 7724 members 
Mstep: Class 8 contains 162804 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4183 members 
Mstep: Class 11 contains 29924 members 
Mstep: Class 12 contains 13427 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 232844 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 18720 members 
Mstep: Class 18 contains 98688 members 
Mstep: Class 19 contains 848482 members 
Mstep: Class 20 contains 13395 members 
Mstep: Class 21 contains 16016 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33126 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20692 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37289 members 
Mstep: Class 29 contains 30014 members 
Mstep: Class 30 contains 20302 members 
Mstep: Class 31 contains 21377 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785008.000000 Penalty: 121549.570312
Iteration 157Q: 35 clusters Score -1.42785e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 20616 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 89625 members 
Mstep: Class 6 contains 18487 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 162788 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4183 members 
Mstep: Class 11 contains 29925 members 
Mstep: Class 12 contains 13421 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 233035 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 18719 members 
Mstep: Class 18 contains 98676 members 
Mstep: Class 19 contains 848453 members 
Mstep: Class 20 contains 13383 members 
Mstep: Class 21 contains 16019 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33131 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20703 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37259 members 
Mstep: Class 29 contains 30002 members 
Mstep: Class 30 contains 20314 members 
Mstep: Class 31 contains 21366 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784816.000000 Penalty: 121549.570312
Iteration 158Q: 35 clusters Score -1.427848e+08 nChanged 303
Entering ConstructFrom: 
Score: -142784816.000000 Penalty: 121549.570312
Entering ConstructFrom: 
Trying to split cluster 1 (9829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Entering Unmasked Estep 
Score: -761054.937500 Penalty: 2279.886963
	Iteration 0F: 2 clusters Score -761054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -753532.437500 Penalty: 4559.773926
	Iteration 0F: 3 clusters Score -753532.4 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -755718.500000 Penalty: 4559.773926
	Iteration 1F: 3 clusters Score -755718.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -756038.625000 Penalty: 4559.773926
	Iteration 2F: 3 clusters Score -756038.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -756288.125000 Penalty: 4559.773926
	Iteration 3F: 3 clusters Score -756288.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -756479.875000 Penalty: 4559.773926
	Iteration 4Q: 3 clusters Score -756479.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -756693.125000 Penalty: 4559.773926
	Iteration 5Q: 3 clusters Score -756693.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -756887.125000 Penalty: 4559.773926
	Iteration 6Q: 3 clusters Score -756887.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -757081.625000 Penalty: 4559.773926
	Iteration 7Q: 3 clusters Score -757081.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -757286.375000 Penalty: 4559.773926
	Iteration 8Q: 3 clusters Score -757286.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -757512.187500 Penalty: 4559.773926
	Iteration 9Q: 3 clusters Score -757512.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -757719.750000 Penalty: 4559.773926
	Iteration 10Q: 3 clusters Score -757719.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -757930.125000 Penalty: 4559.773926
	Iteration 11Q: 3 clusters Score -757930.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -758147.687500 Penalty: 4559.773926
	Iteration 12Q: 3 clusters Score -758147.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -758345.625000 Penalty: 4559.773926
	Iteration 13Q: 3 clusters Score -758345.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -758508.750000 Penalty: 4559.773926
	Iteration 14Q: 3 clusters Score -758508.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -758643.375000 Penalty: 4559.773926
	Iteration 15Q: 3 clusters Score -758643.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -758736.000000 Penalty: 4559.773926
	Iteration 16Q: 3 clusters Score -758736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -758796.250000 Penalty: 4559.773926
	Iteration 17Q: 3 clusters Score -758796.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -758844.375000 Penalty: 4559.773926
	Iteration 18Q: 3 clusters Score -758844.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -758885.187500 Penalty: 4559.773926
	Iteration 19Q: 3 clusters Score -758885.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -758922.250000 Penalty: 4559.773926
	Iteration 20F: 3 clusters Score -758922.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -758951.500000 Penalty: 4559.773926
	Iteration 21Q: 3 clusters Score -758951.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -758973.312500 Penalty: 4559.773926
	Iteration 22Q: 3 clusters Score -758973.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -758986.937500 Penalty: 4559.773926
	Iteration 23Q: 3 clusters Score -758986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -758998.000000 Penalty: 4559.773926
	Iteration 24Q: 3 clusters Score -758998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -759007.687500 Penalty: 4559.773926
	Iteration 25Q: 3 clusters Score -759007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -759016.437500 Penalty: 4559.773926
	Iteration 26Q: 3 clusters Score -759016.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -759025.687500 Penalty: 4559.773926
	Iteration 27Q: 3 clusters Score -759025.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -759041.750000 Penalty: 4559.773926
	Iteration 28Q: 3 clusters Score -759041.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -759054.375000 Penalty: 4559.773926
	Iteration 29Q: 3 clusters Score -759054.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -759061.687500 Penalty: 4559.773926
	Iteration 30Q: 3 clusters Score -759061.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -759065.562500 Penalty: 4559.773926
	Iteration 31Q: 3 clusters Score -759065.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -759071.687500 Penalty: 4559.773926
	Iteration 32Q: 3 clusters Score -759071.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -759080.000000 Penalty: 4559.773926
	Iteration 33Q: 3 clusters Score -759080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -759083.187500 Penalty: 4559.773926
	Iteration 34Q: 3 clusters Score -759083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -759084.812500 Penalty: 4559.773926
	Iteration 35Q: 3 clusters Score -759084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -759084.812500 Penalty: 4559.773926
	Iteration 36Q: 3 clusters Score -759084.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -759086.000000 Penalty: 4559.773926
	Iteration 37Q: 3 clusters Score -759086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -759088.750000 Penalty: 4559.773926
	Iteration 38Q: 3 clusters Score -759088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -759089.375000 Penalty: 4559.773926
	Iteration 39Q: 3 clusters Score -759089.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -759091.250000 Penalty: 4559.773926
	Iteration 40F: 3 clusters Score -759091.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -759091.875000 Penalty: 4559.773926
	Iteration 41Q: 3 clusters Score -759091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -759091.875000 Penalty: 4559.773926
	Iteration 42Q: 3 clusters Score -759091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -759092.562500 Penalty: 4559.773926
	Iteration 43Q: 3 clusters Score -759092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -759096.687500 Penalty: 4559.773926
	Iteration 44Q: 3 clusters Score -759096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -759101.437500 Penalty: 4559.773926
	Iteration 45Q: 3 clusters Score -759101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -759106.500000 Penalty: 4559.773926
	Iteration 46Q: 3 clusters Score -759106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -759107.812500 Penalty: 4559.773926
	Iteration 47Q: 3 clusters Score -759107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -759111.062500 Penalty: 4559.773926
	Iteration 48Q: 3 clusters Score -759111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -759111.125000 Penalty: 4559.773926
	Iteration 49Q: 3 clusters Score -759111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -759112.500000 Penalty: 4559.773926
	Iteration 50Q: 3 clusters Score -759112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -759113.062500 Penalty: 4559.773926
	Iteration 51Q: 3 clusters Score -759113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -759113.375000 Penalty: 4559.773926
	Iteration 52Q: 3 clusters Score -759113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -759114.562500 Penalty: 4559.773926
	Iteration 53Q: 3 clusters Score -759114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -759117.250000 Penalty: 4559.773926
	Iteration 54Q: 3 clusters Score -759117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -759118.000000 Penalty: 4559.773926
	Iteration 55Q: 3 clusters Score -759118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -759118.812500 Penalty: 4559.773926
	Iteration 56Q: 3 clusters Score -759118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -759118.812500 Penalty: 4559.773926
	Iteration 57F: 3 clusters Score -759118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Entering Unmasked Estep 
Score: -1452196.750000 Penalty: 2463.515869
	Iteration 0F: 2 clusters Score -1452197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1437749.375000 Penalty: 4927.031738
	Iteration 0F: 3 clusters Score -1437749 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1442812.250000 Penalty: 4927.031738
	Iteration 1F: 3 clusters Score -1442812 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1443408.375000 Penalty: 4927.031738
	Iteration 2F: 3 clusters Score -1443408 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1443982.750000 Penalty: 4927.031738
	Iteration 3F: 3 clusters Score -1443983 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1444532.000000 Penalty: 4927.031738
	Iteration 4F: 3 clusters Score -1444532 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1445121.125000 Penalty: 4927.031738
	Iteration 5F: 3 clusters Score -1445121 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1445726.125000 Penalty: 4927.031738
	Iteration 6F: 3 clusters Score -1445726 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1446393.875000 Penalty: 4927.031738
	Iteration 7F: 3 clusters Score -1446394 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1447000.250000 Penalty: 4927.031738
	Iteration 8Q: 3 clusters Score -1447000 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1447567.125000 Penalty: 4927.031738
	Iteration 9Q: 3 clusters Score -1447567 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1448068.625000 Penalty: 4927.031738
	Iteration 10Q: 3 clusters Score -1448069 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1448470.750000 Penalty: 4927.031738
	Iteration 11Q: 3 clusters Score -1448471 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1448798.250000 Penalty: 4927.031738
	Iteration 12Q: 3 clusters Score -1448798 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1449034.000000 Penalty: 4927.031738
	Iteration 13Q: 3 clusters Score -1449034 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1449214.875000 Penalty: 4927.031738
	Iteration 14Q: 3 clusters Score -1449215 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1449354.875000 Penalty: 4927.031738
	Iteration 15Q: 3 clusters Score -1449355 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1449468.125000 Penalty: 4927.031738
	Iteration 16Q: 3 clusters Score -1449468 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1449570.250000 Penalty: 4927.031738
	Iteration 17Q: 3 clusters Score -1449570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1449670.500000 Penalty: 4927.031738
	Iteration 18Q: 3 clusters Score -1449670 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1449769.125000 Penalty: 4927.031738
	Iteration 19Q: 3 clusters Score -1449769 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1449871.625000 Penalty: 4927.031738
	Iteration 20F: 3 clusters Score -1449872 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1449976.625000 Penalty: 4927.031738
	Iteration 21Q: 3 clusters Score -1449977 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1450076.625000 Penalty: 4927.031738
	Iteration 22Q: 3 clusters Score -1450077 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1450154.000000 Penalty: 4927.031738
	Iteration 23Q: 3 clusters Score -1450154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1450207.375000 Penalty: 4927.031738
	Iteration 24Q: 3 clusters Score -1450207 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1450270.500000 Penalty: 4927.031738
	Iteration 25Q: 3 clusters Score -1450270 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1450333.500000 Penalty: 4927.031738
	Iteration 26Q: 3 clusters Score -1450334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1450386.375000 Penalty: 4927.031738
	Iteration 27Q: 3 clusters Score -1450386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1450429.750000 Penalty: 4927.031738
	Iteration 28Q: 3 clusters Score -1450430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1450455.750000 Penalty: 4927.031738
	Iteration 29Q: 3 clusters Score -1450456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1450491.375000 Penalty: 4927.031738
	Iteration 30Q: 3 clusters Score -1450491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1450516.375000 Penalty: 4927.031738
	Iteration 31Q: 3 clusters Score -1450516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1450537.875000 Penalty: 4927.031738
	Iteration 32Q: 3 clusters Score -1450538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1450554.375000 Penalty: 4927.031738
	Iteration 33Q: 3 clusters Score -1450554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1450566.500000 Penalty: 4927.031738
	Iteration 34Q: 3 clusters Score -1450566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1450569.500000 Penalty: 4927.031738
	Iteration 35Q: 3 clusters Score -1450570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1450577.000000 Penalty: 4927.031738
	Iteration 36Q: 3 clusters Score -1450577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1450582.375000 Penalty: 4927.031738
	Iteration 37Q: 3 clusters Score -1450582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1450591.625000 Penalty: 4927.031738
	Iteration 38Q: 3 clusters Score -1450592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1450596.625000 Penalty: 4927.031738
	Iteration 39Q: 3 clusters Score -1450597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1450601.625000 Penalty: 4927.031738
	Iteration 40F: 3 clusters Score -1450602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1450604.375000 Penalty: 4927.031738
	Iteration 41Q: 3 clusters Score -1450604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1450609.750000 Penalty: 4927.031738
	Iteration 42Q: 3 clusters Score -1450610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1450619.000000 Penalty: 4927.031738
	Iteration 43Q: 3 clusters Score -1450619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1450622.125000 Penalty: 4927.031738
	Iteration 44Q: 3 clusters Score -1450622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -1450627.625000 Penalty: 4927.031738
	Iteration 45Q: 3 clusters Score -1450628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1450634.000000 Penalty: 4927.031738
	Iteration 46Q: 3 clusters Score -1450634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1450636.125000 Penalty: 4927.031738
	Iteration 47Q: 3 clusters Score -1450636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1450636.375000 Penalty: 4927.031738
	Iteration 48Q: 3 clusters Score -1450636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1450638.250000 Penalty: 4927.031738
	Iteration 49Q: 3 clusters Score -1450638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1450641.875000 Penalty: 4927.031738
	Iteration 50Q: 3 clusters Score -1450642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1450639.875000 Penalty: 4927.031738
	Iteration 51Q: 3 clusters Score -1450640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1450641.125000 Penalty: 4927.031738
	Iteration 52Q: 3 clusters Score -1450641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1450640.125000 Penalty: 4927.031738
	Iteration 53Q: 3 clusters Score -1450640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1450642.000000 Penalty: 4927.031738
	Iteration 54Q: 3 clusters Score -1450642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1450644.125000 Penalty: 4927.031738
	Iteration 55Q: 3 clusters Score -1450644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1450647.250000 Penalty: 4927.031738
	Iteration 56Q: 3 clusters Score -1450647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1450646.500000 Penalty: 4927.031738
	Iteration 57Q: 3 clusters Score -1450646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1450650.500000 Penalty: 4927.031738
	Iteration 58Q: 3 clusters Score -1450650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1450651.500000 Penalty: 4927.031738
	Iteration 59Q: 3 clusters Score -1450652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1450650.250000 Penalty: 4927.031738
	Iteration 60F: 3 clusters Score -1450650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1450650.500000 Penalty: 4927.031738
	Iteration 61Q: 3 clusters Score -1450650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1450652.125000 Penalty: 4927.031738
	Iteration 62Q: 3 clusters Score -1450652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1450652.125000 Penalty: 4927.031738
	Iteration 63F: 3 clusters Score -1450652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -211600.406250 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -211600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -208447.812500 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -208447.8 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -209075.062500 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -209075.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209246.375000 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -209246.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209353.671875 Penalty: 3940.292236
	Iteration 3F: 3 clusters Score -209353.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -209452.093750 Penalty: 3940.292236
	Iteration 4Q: 3 clusters Score -209452.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -209572.125000 Penalty: 3940.292236
	Iteration 5Q: 3 clusters Score -209572.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -209649.765625 Penalty: 3940.292236
	Iteration 6Q: 3 clusters Score -209649.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -209720.218750 Penalty: 3940.292236
	Iteration 7Q: 3 clusters Score -209720.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -209767.890625 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -209767.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -209801.093750 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -209801.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -209829.890625 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -209829.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -209868.046875 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -209868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -209902.953125 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -209903 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -209948.859375 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -209948.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -209994.234375 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -209994.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -210044.625000 Penalty: 3940.292236
	Iteration 15Q: 3 clusters Score -210044.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -210083.031250 Penalty: 3940.292236
	Iteration 16Q: 3 clusters Score -210083 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -210126.015625 Penalty: 3940.292236
	Iteration 17Q: 3 clusters Score -210126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -210160.796875 Penalty: 3940.292236
	Iteration 18Q: 3 clusters Score -210160.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -210209.828125 Penalty: 3940.292236
	Iteration 19Q: 3 clusters Score -210209.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -210258.296875 Penalty: 3940.292236
	Iteration 20F: 3 clusters Score -210258.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -210302.046875 Penalty: 3940.292236
	Iteration 21Q: 3 clusters Score -210302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -210334.859375 Penalty: 3940.292236
	Iteration 22Q: 3 clusters Score -210334.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -210363.453125 Penalty: 3940.292236
	Iteration 23Q: 3 clusters Score -210363.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -210391.250000 Penalty: 3940.292236
	Iteration 24Q: 3 clusters Score -210391.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -210409.281250 Penalty: 3940.292236
	Iteration 25Q: 3 clusters Score -210409.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -210427.796875 Penalty: 3940.292236
	Iteration 26Q: 3 clusters Score -210427.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -210445.875000 Penalty: 3940.292236
	Iteration 27Q: 3 clusters Score -210445.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -210461.593750 Penalty: 3940.292236
	Iteration 28Q: 3 clusters Score -210461.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -210474.171875 Penalty: 3940.292236
	Iteration 29Q: 3 clusters Score -210474.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -210489.406250 Penalty: 3940.292236
	Iteration 30Q: 3 clusters Score -210489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -210505.750000 Penalty: 3940.292236
	Iteration 31Q: 3 clusters Score -210505.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -210520.546875 Penalty: 3940.292236
	Iteration 32Q: 3 clusters Score -210520.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -210529.109375 Penalty: 3940.292236
	Iteration 33Q: 3 clusters Score -210529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -210535.359375 Penalty: 3940.292236
	Iteration 34Q: 3 clusters Score -210535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -210539.593750 Penalty: 3940.292236
	Iteration 35Q: 3 clusters Score -210539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -210543.031250 Penalty: 3940.292236
	Iteration 36Q: 3 clusters Score -210543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -210550.468750 Penalty: 3940.292236
	Iteration 37Q: 3 clusters Score -210550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -210557.437500 Penalty: 3940.292236
	Iteration 38Q: 3 clusters Score -210557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -210564.781250 Penalty: 3940.292236
	Iteration 39Q: 3 clusters Score -210564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -210570.109375 Penalty: 3940.292236
	Iteration 40F: 3 clusters Score -210570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -210571.796875 Penalty: 3940.292236
	Iteration 41Q: 3 clusters Score -210571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -210573.343750 Penalty: 3940.292236
	Iteration 42Q: 3 clusters Score -210573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -210576.562500 Penalty: 3940.292236
	Iteration 43Q: 3 clusters Score -210576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -210579.203125 Penalty: 3940.292236
	Iteration 44Q: 3 clusters Score -210579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -210582.343750 Penalty: 3940.292236
	Iteration 45Q: 3 clusters Score -210582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -210583.890625 Penalty: 3940.292236
	Iteration 46Q: 3 clusters Score -210583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -210585.859375 Penalty: 3940.292236
	Iteration 47Q: 3 clusters Score -210585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -210586.656250 Penalty: 3940.292236
	Iteration 48Q: 3 clusters Score -210586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -210586.656250 Penalty: 3940.292236
	Iteration 49F: 3 clusters Score -210586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Entering Unmasked Estep 
Score: -1074052.875000 Penalty: 2368.387695
	Iteration 0F: 2 clusters Score -1074053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1063855.125000 Penalty: 4736.775391
	Iteration 0F: 3 clusters Score -1063855 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1067212.000000 Penalty: 4736.775391
	Iteration 1F: 3 clusters Score -1067212 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1067853.875000 Penalty: 4736.775391
	Iteration 2F: 3 clusters Score -1067854 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1068524.500000 Penalty: 4736.775391
	Iteration 3F: 3 clusters Score -1068524 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1069219.250000 Penalty: 4736.775391
	Iteration 4F: 3 clusters Score -1069219 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1069927.000000 Penalty: 4736.775391
	Iteration 5F: 3 clusters Score -1069927 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1070638.250000 Penalty: 4736.775391
	Iteration 6F: 3 clusters Score -1070638 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1071291.125000 Penalty: 4736.775391
	Iteration 7F: 3 clusters Score -1071291 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1071890.750000 Penalty: 4736.775391
	Iteration 8F: 3 clusters Score -1071891 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1072421.500000 Penalty: 4736.775391
	Iteration 9Q: 3 clusters Score -1072422 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1072842.875000 Penalty: 4736.775391
	Iteration 10Q: 3 clusters Score -1072843 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1073189.875000 Penalty: 4736.775391
	Iteration 11Q: 3 clusters Score -1073190 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1073436.875000 Penalty: 4736.775391
	Iteration 12Q: 3 clusters Score -1073437 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1073572.000000 Penalty: 4736.775391
	Iteration 13Q: 3 clusters Score -1073572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1073647.375000 Penalty: 4736.775391
	Iteration 14Q: 3 clusters Score -1073647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1073681.125000 Penalty: 4736.775391
	Iteration 15Q: 3 clusters Score -1073681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1073703.625000 Penalty: 4736.775391
	Iteration 16Q: 3 clusters Score -1073704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1073720.750000 Penalty: 4736.775391
	Iteration 17Q: 3 clusters Score -1073721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1073731.250000 Penalty: 4736.775391
	Iteration 18Q: 3 clusters Score -1073731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1073739.375000 Penalty: 4736.775391
	Iteration 19Q: 3 clusters Score -1073739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1073747.375000 Penalty: 4736.775391
	Iteration 20F: 3 clusters Score -1073747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1073754.125000 Penalty: 4736.775391
	Iteration 21Q: 3 clusters Score -1073754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1073761.125000 Penalty: 4736.775391
	Iteration 22Q: 3 clusters Score -1073761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1073763.250000 Penalty: 4736.775391
	Iteration 23Q: 3 clusters Score -1073763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1073762.375000 Penalty: 4736.775391
	Iteration 24Q: 3 clusters Score -1073762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1073767.375000 Penalty: 4736.775391
	Iteration 25Q: 3 clusters Score -1073767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1073765.750000 Penalty: 4736.775391
	Iteration 26Q: 3 clusters Score -1073766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1073769.750000 Penalty: 4736.775391
	Iteration 27Q: 3 clusters Score -1073770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1073768.125000 Penalty: 4736.775391
	Iteration 28Q: 3 clusters Score -1073768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1073766.000000 Penalty: 4736.775391
	Iteration 29Q: 3 clusters Score -1073766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1073767.375000 Penalty: 4736.775391
	Iteration 30Q: 3 clusters Score -1073767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1073767.375000 Penalty: 4736.775391
	Iteration 31F: 3 clusters Score -1073767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Entering Unmasked Estep 
Score: -7300229.000000 Penalty: 2827.852539
	Iteration 0F: 2 clusters Score -7300229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -7240241.500000 Penalty: 5655.705078
	Iteration 0F: 3 clusters Score -7240242 nChanged 42251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -7264271.500000 Penalty: 5655.705078
	Iteration 1F: 3 clusters Score -7264272 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7265121.000000 Penalty: 5655.705078
	Iteration 2Q: 3 clusters Score -7265121 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -7266122.000000 Penalty: 5655.705078
	Iteration 3Q: 3 clusters Score -7266122 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -7267520.500000 Penalty: 5655.705078
	Iteration 4Q: 3 clusters Score -7267520 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -7269383.500000 Penalty: 5655.705078
	Iteration 5Q: 3 clusters Score -7269384 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -7271986.000000 Penalty: 5655.705078
	Iteration 6F: 3 clusters Score -7271986 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7275744.000000 Penalty: 5655.705078
	Iteration 7F: 3 clusters Score -7275744 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -7280327.000000 Penalty: 5655.705078
	Iteration 8F: 3 clusters Score -7280327 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -7284341.500000 Penalty: 5655.705078
	Iteration 9F: 3 clusters Score -7284342 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -7287050.000000 Penalty: 5655.705078
	Iteration 10Q: 3 clusters Score -7287050 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -7288523.000000 Penalty: 5655.705078
	Iteration 11Q: 3 clusters Score -7288523 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -7289378.000000 Penalty: 5655.705078
	Iteration 12Q: 3 clusters Score -7289378 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -7290028.500000 Penalty: 5655.705078
	Iteration 13Q: 3 clusters Score -7290028 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -7290561.500000 Penalty: 5655.705078
	Iteration 14Q: 3 clusters Score -7290562 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -7291071.500000 Penalty: 5655.705078
	Iteration 15Q: 3 clusters Score -7291072 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 76583 members 
Entering Unmasked Estep 
Score: -7291637.500000 Penalty: 5655.705078
	Iteration 16Q: 3 clusters Score -7291638 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -7292187.000000 Penalty: 5655.705078
	Iteration 17Q: 3 clusters Score -7292187 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -7292777.500000 Penalty: 5655.705078
	Iteration 18Q: 3 clusters Score -7292778 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -7293476.500000 Penalty: 5655.705078
	Iteration 19Q: 3 clusters Score -7293476 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -7294199.500000 Penalty: 5655.705078
	Iteration 20F: 3 clusters Score -7294200 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -7294900.500000 Penalty: 5655.705078
	Iteration 21Q: 3 clusters Score -7294900 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -7295662.500000 Penalty: 5655.705078
	Iteration 22Q: 3 clusters Score -7295662 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -7296190.000000 Penalty: 5655.705078
	Iteration 23Q: 3 clusters Score -7296190 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -7296550.500000 Penalty: 5655.705078
	Iteration 24Q: 3 clusters Score -7296550 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -7296767.500000 Penalty: 5655.705078
	Iteration 25Q: 3 clusters Score -7296768 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -7296935.500000 Penalty: 5655.705078
	Iteration 26Q: 3 clusters Score -7296936 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -7297047.500000 Penalty: 5655.705078
	Iteration 27Q: 3 clusters Score -7297048 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -7297168.000000 Penalty: 5655.705078
	Iteration 28Q: 3 clusters Score -7297168 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -7297216.000000 Penalty: 5655.705078
	Iteration 29Q: 3 clusters Score -7297216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -7297288.000000 Penalty: 5655.705078
	Iteration 30Q: 3 clusters Score -7297288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -7297313.500000 Penalty: 5655.705078
	Iteration 31Q: 3 clusters Score -7297314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7297316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -7297360.500000 Penalty: 5655.705078
	Iteration 33Q: 3 clusters Score -7297360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -7297372.500000 Penalty: 5655.705078
	Iteration 34Q: 3 clusters Score -7297372 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -7297406.000000 Penalty: 5655.705078
	Iteration 35Q: 3 clusters Score -7297406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -7297447.000000 Penalty: 5655.705078
	Iteration 36Q: 3 clusters Score -7297447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -7297477.500000 Penalty: 5655.705078
	Iteration 37Q: 3 clusters Score -7297478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7297506 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -7297528.000000 Penalty: 5655.705078
	Iteration 39Q: 3 clusters Score -7297528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -7297556.500000 Penalty: 5655.705078
	Iteration 40F: 3 clusters Score -7297556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -7297556.500000 Penalty: 5655.705078
	Iteration 41Q: 3 clusters Score -7297556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -7297577.500000 Penalty: 5655.705078
	Iteration 42Q: 3 clusters Score -7297578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -7297590.500000 Penalty: 5655.705078
	Iteration 43Q: 3 clusters Score -7297590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -7297641.500000 Penalty: 5655.705078
	Iteration 44Q: 3 clusters Score -7297642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -7297677.000000 Penalty: 5655.705078
	Iteration 45Q: 3 clusters Score -7297677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -7297675.000000 Penalty: 5655.705078
	Iteration 46Q: 3 clusters Score -7297675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -7297711.000000 Penalty: 5655.705078
	Iteration 47Q: 3 clusters Score -7297711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -7297744.500000 Penalty: 5655.705078
	Iteration 48Q: 3 clusters Score -7297744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 87333 members 
Entering Unmasked Estep 
Score: -7297735.500000 Penalty: 5655.705078
	Iteration 49Q: 3 clusters Score -7297736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -7297748.000000 Penalty: 5655.705078
	Iteration 50Q: 3 clusters Score -7297748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -7297765.000000 Penalty: 5655.705078
	Iteration 51Q: 3 clusters Score -7297765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 87449 members 
Entering Unmasked Estep 
Score: -7297764.500000 Penalty: 5655.705078
	Iteration 52Q: 3 clusters Score -7297764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -7297778.500000 Penalty: 5655.705078
	Iteration 53Q: 3 clusters Score -7297778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -7297793.000000 Penalty: 5655.705078
	Iteration 54Q: 3 clusters Score -7297793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -7297813.500000 Penalty: 5655.705078
	Iteration 55Q: 3 clusters Score -7297814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -7297812.000000 Penalty: 5655.705078
	Iteration 56Q: 3 clusters Score -7297812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -7297826.000000 Penalty: 5655.705078
	Iteration 57Q: 3 clusters Score -7297826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -7297825.000000 Penalty: 5655.705078
	Iteration 58Q: 3 clusters Score -7297825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -7297847.000000 Penalty: 5655.705078
	Iteration 59Q: 3 clusters Score -7297847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -7297855.000000 Penalty: 5655.705078
	Iteration 60F: 3 clusters Score -7297855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -7297860.000000 Penalty: 5655.705078
	Iteration 61Q: 3 clusters Score -7297860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -7297877.500000 Penalty: 5655.705078
	Iteration 62Q: 3 clusters Score -7297878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -7297894.500000 Penalty: 5655.705078
	Iteration 63Q: 3 clusters Score -7297894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -7297896.000000 Penalty: 5655.705078
	Iteration 64Q: 3 clusters Score -7297896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -7297897.000000 Penalty: 5655.705078
	Iteration 65Q: 3 clusters Score -7297897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -7297912.500000 Penalty: 5655.705078
	Iteration 66Q: 3 clusters Score -7297912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -7297931.000000 Penalty: 5655.705078
	Iteration 67Q: 3 clusters Score -7297931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -7297933.500000 Penalty: 5655.705078
	Iteration 68Q: 3 clusters Score -7297934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -7297930.500000 Penalty: 5655.705078
	Iteration 69Q: 3 clusters Score -7297930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -7297925.000000 Penalty: 5655.705078
	Iteration 70Q: 3 clusters Score -7297925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -7297938.500000 Penalty: 5655.705078
	Iteration 71Q: 3 clusters Score -7297938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 87988 members 
Entering Unmasked Estep 
Score: -7297952.000000 Penalty: 5655.705078
	Iteration 72Q: 3 clusters Score -7297952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -7297966.500000 Penalty: 5655.705078
	Iteration 73Q: 3 clusters Score -7297966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -7297964.500000 Penalty: 5655.705078
	Iteration 74Q: 3 clusters Score -7297964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -7297963.000000 Penalty: 5655.705078
	Iteration 75Q: 3 clusters Score -7297963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -7297981.000000 Penalty: 5655.705078
	Iteration 76Q: 3 clusters Score -7297981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -7297983.000000 Penalty: 5655.705078
	Iteration 77Q: 3 clusters Score -7297983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -7297991.500000 Penalty: 5655.705078
	Iteration 78Q: 3 clusters Score -7297992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -7297990.500000 Penalty: 5655.705078
	Iteration 79Q: 3 clusters Score -7297990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -7297989.500000 Penalty: 5655.705078
	Iteration 80F: 3 clusters Score -7297990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -7297992.500000 Penalty: 5655.705078
	Iteration 81Q: 3 clusters Score -7297992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -7297993.500000 Penalty: 5655.705078
	Iteration 82Q: 3 clusters Score -7297994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -7297998.500000 Penalty: 5655.705078
	Iteration 83Q: 3 clusters Score -7297998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7297999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -7298001.000000 Penalty: 5655.705078
	Iteration 85Q: 3 clusters Score -7298001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 88110 members 
Entering Unmasked Estep 
Score: -7298004.000000 Penalty: 5655.705078
	Iteration 86Q: 3 clusters Score -7298004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -7298013.000000 Penalty: 5655.705078
	Iteration 87Q: 3 clusters Score -7298013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -7298009.000000 Penalty: 5655.705078
	Iteration 88Q: 3 clusters Score -7298009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -7298011.500000 Penalty: 5655.705078
	Iteration 89Q: 3 clusters Score -7298012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -7298019.000000 Penalty: 5655.705078
	Iteration 90Q: 3 clusters Score -7298019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -7298022.500000 Penalty: 5655.705078
	Iteration 91Q: 3 clusters Score -7298022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -7298025.000000 Penalty: 5655.705078
	Iteration 92Q: 3 clusters Score -7298025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -7298030.500000 Penalty: 5655.705078
	Iteration 93Q: 3 clusters Score -7298030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -7298029.000000 Penalty: 5655.705078
	Iteration 94Q: 3 clusters Score -7298029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7298025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -7298022.000000 Penalty: 5655.705078
	Iteration 96Q: 3 clusters Score -7298022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -7298021.500000 Penalty: 5655.705078
	Iteration 97Q: 3 clusters Score -7298022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -7298027.500000 Penalty: 5655.705078
	Iteration 98Q: 3 clusters Score -7298028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -7298029.000000 Penalty: 5655.705078
	Iteration 99Q: 3 clusters Score -7298029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -7298030.000000 Penalty: 5655.705078
	Iteration 100F: 3 clusters Score -7298030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -7298030.500000 Penalty: 5655.705078
	Iteration 101Q: 3 clusters Score -7298030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -7298030.500000 Penalty: 5655.705078
	Iteration 102F: 3 clusters Score -7298030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -1464605.375000 Penalty: 2436.596436
	Iteration 0F: 2 clusters Score -1464605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1451506.500000 Penalty: 4873.192871
	Iteration 0F: 3 clusters Score -1451506 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1455857.625000 Penalty: 4873.192871
	Iteration 1F: 3 clusters Score -1455858 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1456255.000000 Penalty: 4873.192871
	Iteration 2F: 3 clusters Score -1456255 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1456660.000000 Penalty: 4873.192871
	Iteration 3Q: 3 clusters Score -1456660 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1457129.875000 Penalty: 4873.192871
	Iteration 4Q: 3 clusters Score -1457130 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1457783.125000 Penalty: 4873.192871
	Iteration 5Q: 3 clusters Score -1457783 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1458585.250000 Penalty: 4873.192871
	Iteration 6F: 3 clusters Score -1458585 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1459406.250000 Penalty: 4873.192871
	Iteration 7F: 3 clusters Score -1459406 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1460169.875000 Penalty: 4873.192871
	Iteration 8Q: 3 clusters Score -1460170 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1460765.500000 Penalty: 4873.192871
	Iteration 9Q: 3 clusters Score -1460766 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1461240.875000 Penalty: 4873.192871
	Iteration 10Q: 3 clusters Score -1461241 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1461597.125000 Penalty: 4873.192871
	Iteration 11Q: 3 clusters Score -1461597 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1461815.625000 Penalty: 4873.192871
	Iteration 12Q: 3 clusters Score -1461816 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1461974.750000 Penalty: 4873.192871
	Iteration 13Q: 3 clusters Score -1461975 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1462095.500000 Penalty: 4873.192871
	Iteration 14Q: 3 clusters Score -1462096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1462176.250000 Penalty: 4873.192871
	Iteration 15Q: 3 clusters Score -1462176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1462246.125000 Penalty: 4873.192871
	Iteration 16Q: 3 clusters Score -1462246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1462294.500000 Penalty: 4873.192871
	Iteration 17Q: 3 clusters Score -1462294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1462334.000000 Penalty: 4873.192871
	Iteration 18Q: 3 clusters Score -1462334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1462365.500000 Penalty: 4873.192871
	Iteration 19Q: 3 clusters Score -1462366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1462396.875000 Penalty: 4873.192871
	Iteration 20F: 3 clusters Score -1462397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1462413.125000 Penalty: 4873.192871
	Iteration 21Q: 3 clusters Score -1462413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1462429.375000 Penalty: 4873.192871
	Iteration 22Q: 3 clusters Score -1462429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1462444.625000 Penalty: 4873.192871
	Iteration 23Q: 3 clusters Score -1462445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1462455.625000 Penalty: 4873.192871
	Iteration 24Q: 3 clusters Score -1462456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -1462460.125000 Penalty: 4873.192871
	Iteration 25Q: 3 clusters Score -1462460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1462460.625000 Penalty: 4873.192871
	Iteration 26Q: 3 clusters Score -1462461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1462464.125000 Penalty: 4873.192871
	Iteration 27Q: 3 clusters Score -1462464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1462465.750000 Penalty: 4873.192871
	Iteration 28Q: 3 clusters Score -1462466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1462465.750000 Penalty: 4873.192871
	Iteration 29F: 3 clusters Score -1462466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Entering Unmasked Estep 
Score: -612862.812500 Penalty: 2220.278320
	Iteration 0F: 2 clusters Score -612862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -606668.000000 Penalty: 4440.556641
	Iteration 0F: 3 clusters Score -606668 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -608257.562500 Penalty: 4440.556641
	Iteration 1F: 3 clusters Score -608257.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -608475.875000 Penalty: 4440.556641
	Iteration 2F: 3 clusters Score -608475.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -608607.687500 Penalty: 4440.556641
	Iteration 3Q: 3 clusters Score -608607.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -608699.875000 Penalty: 4440.556641
	Iteration 4Q: 3 clusters Score -608699.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -608790.250000 Penalty: 4440.556641
	Iteration 5Q: 3 clusters Score -608790.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -608869.000000 Penalty: 4440.556641
	Iteration 6Q: 3 clusters Score -608869 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -608949.000000 Penalty: 4440.556641
	Iteration 7Q: 3 clusters Score -608949 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -609025.437500 Penalty: 4440.556641
	Iteration 8Q: 3 clusters Score -609025.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -609115.125000 Penalty: 4440.556641
	Iteration 9Q: 3 clusters Score -609115.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -609215.562500 Penalty: 4440.556641
	Iteration 10Q: 3 clusters Score -609215.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -609317.750000 Penalty: 4440.556641
	Iteration 11Q: 3 clusters Score -609317.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -609435.250000 Penalty: 4440.556641
	Iteration 12Q: 3 clusters Score -609435.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -609605.500000 Penalty: 4440.556641
	Iteration 13Q: 3 clusters Score -609605.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -609819.875000 Penalty: 4440.556641
	Iteration 14Q: 3 clusters Score -609819.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -610076.312500 Penalty: 4440.556641
	Iteration 15Q: 3 clusters Score -610076.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -610311.062500 Penalty: 4440.556641
	Iteration 16Q: 3 clusters Score -610311.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -610530.312500 Penalty: 4440.556641
	Iteration 17Q: 3 clusters Score -610530.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -610721.937500 Penalty: 4440.556641
	Iteration 18Q: 3 clusters Score -610721.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -610875.562500 Penalty: 4440.556641
	Iteration 19Q: 3 clusters Score -610875.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -611003.687500 Penalty: 4440.556641
	Iteration 20F: 3 clusters Score -611003.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -611066.937500 Penalty: 4440.556641
	Iteration 21Q: 3 clusters Score -611066.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -611105.000000 Penalty: 4440.556641
	Iteration 22Q: 3 clusters Score -611105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -611139.062500 Penalty: 4440.556641
	Iteration 23Q: 3 clusters Score -611139.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -611167.750000 Penalty: 4440.556641
	Iteration 24Q: 3 clusters Score -611167.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -611190.125000 Penalty: 4440.556641
	Iteration 25Q: 3 clusters Score -611190.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -611202.687500 Penalty: 4440.556641
	Iteration 26Q: 3 clusters Score -611202.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -611206.375000 Penalty: 4440.556641
	Iteration 27Q: 3 clusters Score -611206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -611206.562500 Penalty: 4440.556641
	Iteration 28Q: 3 clusters Score -611206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -611207.000000 Penalty: 4440.556641
	Iteration 29Q: 3 clusters Score -611207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -611207.875000 Penalty: 4440.556641
	Iteration 30Q: 3 clusters Score -611207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -611210.062500 Penalty: 4440.556641
	Iteration 31Q: 3 clusters Score -611210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -611211.937500 Penalty: 4440.556641
	Iteration 32Q: 3 clusters Score -611211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -611213.750000 Penalty: 4440.556641
	Iteration 33Q: 3 clusters Score -611213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -611214.125000 Penalty: 4440.556641
	Iteration 34Q: 3 clusters Score -611214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -611214.125000 Penalty: 4440.556641
	Iteration 35F: 3 clusters Score -611214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Entering Unmasked Estep 
Score: -13262445.000000 Penalty: 2976.044434
	Iteration 0F: 2 clusters Score -1.326244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -13153588.000000 Penalty: 5952.088867
	Iteration 0F: 3 clusters Score -1.315359e+07 nChanged 77706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -13199566.000000 Penalty: 5952.088867
	Iteration 1F: 3 clusters Score -1.319957e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -13201472.000000 Penalty: 5952.088867
	Iteration 2Q: 3 clusters Score -1.320147e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 98903 members 
Entering Unmasked Estep 
Score: -13204802.000000 Penalty: 5952.088867
	Iteration 3Q: 3 clusters Score -1.32048e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 108056 members 
Entering Unmasked Estep 
Score: -13210470.000000 Penalty: 5952.088867
	Iteration 4F: 3 clusters Score -1.321047e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -13219890.000000 Penalty: 5952.088867
	Iteration 5F: 3 clusters Score -1.321989e+07 nChanged 14346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 134592 members 
Entering Unmasked Estep 
Score: -13232928.000000 Penalty: 5952.088867
	Iteration 6F: 3 clusters Score -1.323293e+07 nChanged 13357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 147949 members 
Entering Unmasked Estep 
Score: -13245857.000000 Penalty: 5952.088867
	Iteration 7F: 3 clusters Score -1.324586e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -13254247.000000 Penalty: 5952.088867
	Iteration 8F: 3 clusters Score -1.325425e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 160684 members 
Entering Unmasked Estep 
Score: -13257936.000000 Penalty: 5952.088867
	Iteration 9Q: 3 clusters Score -1.325794e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -13259151.000000 Penalty: 5952.088867
	Iteration 10Q: 3 clusters Score -1.325915e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 162401 members 
Entering Unmasked Estep 
Score: -13259522.000000 Penalty: 5952.088867
	Iteration 11Q: 3 clusters Score -1.325952e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162505 members 
Entering Unmasked Estep 
Score: -13259654.000000 Penalty: 5952.088867
	Iteration 12Q: 3 clusters Score -1.325965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 162537 members 
Entering Unmasked Estep 
Score: -13259726.000000 Penalty: 5952.088867
	Iteration 13Q: 3 clusters Score -1.325973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -13259756.000000 Penalty: 5952.088867
	Iteration 14Q: 3 clusters Score -1.325976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -13259783.000000 Penalty: 5952.088867
	Iteration 15Q: 3 clusters Score -1.325978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 162553 members 
Entering Unmasked Estep 
Score: -13259788.000000 Penalty: 5952.088867
	Iteration 16Q: 3 clusters Score -1.325979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 162562 members 
Entering Unmasked Estep 
Score: -13259806.000000 Penalty: 5952.088867
	Iteration 17Q: 3 clusters Score -1.325981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162565 members 
Entering Unmasked Estep 
Score: -13259824.000000 Penalty: 5952.088867
	Iteration 18Q: 3 clusters Score -1.325982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -13259828.000000 Penalty: 5952.088867
	Iteration 19Q: 3 clusters Score -1.325983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 162564 members 
Entering Unmasked Estep 
Score: -13259834.000000 Penalty: 5952.088867
	Iteration 20F: 3 clusters Score -1.325983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -106518.218750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -106518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -104270.531250 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -104270.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -104665.242188 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -104665.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -104750.867188 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -104750.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104800.187500 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -104800.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104830.437500 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -104830.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104867.101562 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -104867.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104895.156250 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -104895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104926.140625 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -104926.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -104952.968750 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -104953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -104979.500000 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -104979.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -104993.468750 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -104993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -105002.546875 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -105002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105008.375000 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -105008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -105011.945312 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -105011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105014.984375 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -105015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -105017.500000 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -105017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105024.625000 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -105024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105027.406250 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -105027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105031.789062 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -105031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -105034.429688 Penalty: 3608.141846
	Iteration 19Q: 3 clusters Score -105034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -105034.656250 Penalty: 3608.141846
	Iteration 20F: 3 clusters Score -105034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Entering Unmasked Estep 
Score: -270214.718750 Penalty: 2067.959229
	Iteration 0F: 2 clusters Score -270214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -266192.375000 Penalty: 4135.918457
	Iteration 0F: 3 clusters Score -266192.4 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -267258.906250 Penalty: 4135.918457
	Iteration 1F: 3 clusters Score -267258.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -267732.125000 Penalty: 4135.918457
	Iteration 2F: 3 clusters Score -267732.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -268111.125000 Penalty: 4135.918457
	Iteration 3F: 3 clusters Score -268111.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -268419.593750 Penalty: 4135.918457
	Iteration 4F: 3 clusters Score -268419.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -268649.656250 Penalty: 4135.918457
	Iteration 5F: 3 clusters Score -268649.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -268811.843750 Penalty: 4135.918457
	Iteration 6Q: 3 clusters Score -268811.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -268940.343750 Penalty: 4135.918457
	Iteration 7Q: 3 clusters Score -268940.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -269035.468750 Penalty: 4135.918457
	Iteration 8Q: 3 clusters Score -269035.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -269095.218750 Penalty: 4135.918457
	Iteration 9Q: 3 clusters Score -269095.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -269124.968750 Penalty: 4135.918457
	Iteration 10Q: 3 clusters Score -269125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -269146.781250 Penalty: 4135.918457
	Iteration 11Q: 3 clusters Score -269146.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -269159.937500 Penalty: 4135.918457
	Iteration 12Q: 3 clusters Score -269159.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -269166.781250 Penalty: 4135.918457
	Iteration 13Q: 3 clusters Score -269166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -269173.031250 Penalty: 4135.918457
	Iteration 14Q: 3 clusters Score -269173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -269177.375000 Penalty: 4135.918457
	Iteration 15Q: 3 clusters Score -269177.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -269182.968750 Penalty: 4135.918457
	Iteration 16Q: 3 clusters Score -269183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -269189.000000 Penalty: 4135.918457
	Iteration 17Q: 3 clusters Score -269189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -269193.812500 Penalty: 4135.918457
	Iteration 18Q: 3 clusters Score -269193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -269197.875000 Penalty: 4135.918457
	Iteration 19Q: 3 clusters Score -269197.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -269201.843750 Penalty: 4135.918457
	Iteration 20F: 3 clusters Score -269201.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -269204.468750 Penalty: 4135.918457
	Iteration 21Q: 3 clusters Score -269204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -269206.062500 Penalty: 4135.918457
	Iteration 22Q: 3 clusters Score -269206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -269207.562500 Penalty: 4135.918457
	Iteration 23Q: 3 clusters Score -269207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -269209.187500 Penalty: 4135.918457
	Iteration 24Q: 3 clusters Score -269209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -269210.437500 Penalty: 4135.918457
	Iteration 25Q: 3 clusters Score -269210.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -269210.343750 Penalty: 4135.918457
	Iteration 26Q: 3 clusters Score -269210.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -269210.343750 Penalty: 4135.918457
	Iteration 27F: 3 clusters Score -269210.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Entering Unmasked Estep 
Score: -2385700.000000 Penalty: 2556.041016
	Iteration 0F: 2 clusters Score -2385700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2365168.000000 Penalty: 5112.082031
	Iteration 0F: 3 clusters Score -2365168 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2372565.250000 Penalty: 5112.082031
	Iteration 1F: 3 clusters Score -2372565 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2373420.500000 Penalty: 5112.082031
	Iteration 2F: 3 clusters Score -2373420 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2374554.500000 Penalty: 5112.082031
	Iteration 3F: 3 clusters Score -2374554 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2375929.500000 Penalty: 5112.082031
	Iteration 4F: 3 clusters Score -2375930 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2377482.750000 Penalty: 5112.082031
	Iteration 5F: 3 clusters Score -2377483 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -2378977.500000 Penalty: 5112.082031
	Iteration 6F: 3 clusters Score -2378978 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2380259.750000 Penalty: 5112.082031
	Iteration 7F: 3 clusters Score -2380260 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2381232.750000 Penalty: 5112.082031
	Iteration 8Q: 3 clusters Score -2381233 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -2381965.750000 Penalty: 5112.082031
	Iteration 9Q: 3 clusters Score -2381966 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -2382482.000000 Penalty: 5112.082031
	Iteration 10Q: 3 clusters Score -2382482 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2382840.000000 Penalty: 5112.082031
	Iteration 11Q: 3 clusters Score -2382840 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -2383107.750000 Penalty: 5112.082031
	Iteration 12Q: 3 clusters Score -2383108 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -2383276.250000 Penalty: 5112.082031
	Iteration 13Q: 3 clusters Score -2383276 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -2383420.750000 Penalty: 5112.082031
	Iteration 14Q: 3 clusters Score -2383421 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -2383541.500000 Penalty: 5112.082031
	Iteration 15Q: 3 clusters Score -2383542 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -2383613.500000 Penalty: 5112.082031
	Iteration 16Q: 3 clusters Score -2383614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -2383687.500000 Penalty: 5112.082031
	Iteration 17Q: 3 clusters Score -2383688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2383728.500000 Penalty: 5112.082031
	Iteration 18Q: 3 clusters Score -2383728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -2383756.500000 Penalty: 5112.082031
	Iteration 19Q: 3 clusters Score -2383756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -2383782.250000 Penalty: 5112.082031
	Iteration 20F: 3 clusters Score -2383782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -2383804.250000 Penalty: 5112.082031
	Iteration 21Q: 3 clusters Score -2383804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -2383824.500000 Penalty: 5112.082031
	Iteration 22Q: 3 clusters Score -2383824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -2383835.250000 Penalty: 5112.082031
	Iteration 23Q: 3 clusters Score -2383835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2383840.500000 Penalty: 5112.082031
	Iteration 24Q: 3 clusters Score -2383840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -2383844.500000 Penalty: 5112.082031
	Iteration 25Q: 3 clusters Score -2383844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -2383847.250000 Penalty: 5112.082031
	Iteration 26Q: 3 clusters Score -2383847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2383850.500000 Penalty: 5112.082031
	Iteration 27Q: 3 clusters Score -2383850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -2383854.750000 Penalty: 5112.082031
	Iteration 28Q: 3 clusters Score -2383855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -2383859.500000 Penalty: 5112.082031
	Iteration 29Q: 3 clusters Score -2383860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -2383856.750000 Penalty: 5112.082031
	Iteration 30Q: 3 clusters Score -2383857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -2383858.250000 Penalty: 5112.082031
	Iteration 31Q: 3 clusters Score -2383858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2383864.250000 Penalty: 5112.082031
	Iteration 32Q: 3 clusters Score -2383864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2383865.250000 Penalty: 5112.082031
	Iteration 33Q: 3 clusters Score -2383865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -2383869.500000 Penalty: 5112.082031
	Iteration 34Q: 3 clusters Score -2383870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2383869.750000 Penalty: 5112.082031
	Iteration 35Q: 3 clusters Score -2383870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -2383875.000000 Penalty: 5112.082031
	Iteration 36Q: 3 clusters Score -2383875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -2383875.250000 Penalty: 5112.082031
	Iteration 37Q: 3 clusters Score -2383875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -2383873.750000 Penalty: 5112.082031
	Iteration 38Q: 3 clusters Score -2383874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -2383880.000000 Penalty: 5112.082031
	Iteration 39Q: 3 clusters Score -2383880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2383876.000000 Penalty: 5112.082031
	Iteration 40F: 3 clusters Score -2383876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -2383879.250000 Penalty: 5112.082031
	Iteration 41Q: 3 clusters Score -2383879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -2383879.750000 Penalty: 5112.082031
	Iteration 42Q: 3 clusters Score -2383880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -2383880.000000 Penalty: 5112.082031
	Iteration 43Q: 3 clusters Score -2383880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2383879.750000 Penalty: 5112.082031
	Iteration 44Q: 3 clusters Score -2383880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2383879.750000 Penalty: 5112.082031
	Iteration 45F: 3 clusters Score -2383880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -1073154.000000 Penalty: 2357.005371
	Iteration 0F: 2 clusters Score -1073154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1063309.375000 Penalty: 4714.010742
	Iteration 0F: 3 clusters Score -1063309 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1066435.500000 Penalty: 4714.010742
	Iteration 1F: 3 clusters Score -1066436 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1066750.750000 Penalty: 4714.010742
	Iteration 2F: 3 clusters Score -1066751 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1066966.875000 Penalty: 4714.010742
	Iteration 3Q: 3 clusters Score -1066967 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1067121.375000 Penalty: 4714.010742
	Iteration 4Q: 3 clusters Score -1067121 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1067288.000000 Penalty: 4714.010742
	Iteration 5Q: 3 clusters Score -1067288 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1067466.250000 Penalty: 4714.010742
	Iteration 6Q: 3 clusters Score -1067466 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1067656.000000 Penalty: 4714.010742
	Iteration 7Q: 3 clusters Score -1067656 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1067897.750000 Penalty: 4714.010742
	Iteration 8Q: 3 clusters Score -1067898 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1068163.500000 Penalty: 4714.010742
	Iteration 9Q: 3 clusters Score -1068164 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1068473.000000 Penalty: 4714.010742
	Iteration 10Q: 3 clusters Score -1068473 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1068865.000000 Penalty: 4714.010742
	Iteration 11Q: 3 clusters Score -1068865 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1069298.250000 Penalty: 4714.010742
	Iteration 12Q: 3 clusters Score -1069298 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1069743.000000 Penalty: 4714.010742
	Iteration 13Q: 3 clusters Score -1069743 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1070115.500000 Penalty: 4714.010742
	Iteration 14Q: 3 clusters Score -1070116 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1070409.375000 Penalty: 4714.010742
	Iteration 15Q: 3 clusters Score -1070409 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1070589.250000 Penalty: 4714.010742
	Iteration 16Q: 3 clusters Score -1070589 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1070711.125000 Penalty: 4714.010742
	Iteration 17Q: 3 clusters Score -1070711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1070804.125000 Penalty: 4714.010742
	Iteration 18Q: 3 clusters Score -1070804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1070865.625000 Penalty: 4714.010742
	Iteration 19Q: 3 clusters Score -1070866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1070921.875000 Penalty: 4714.010742
	Iteration 20F: 3 clusters Score -1070922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1070965.875000 Penalty: 4714.010742
	Iteration 21Q: 3 clusters Score -1070966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1070993.750000 Penalty: 4714.010742
	Iteration 22Q: 3 clusters Score -1070994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1071018.375000 Penalty: 4714.010742
	Iteration 23Q: 3 clusters Score -1071018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1071041.250000 Penalty: 4714.010742
	Iteration 24Q: 3 clusters Score -1071041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1071053.375000 Penalty: 4714.010742
	Iteration 25Q: 3 clusters Score -1071053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1071061.250000 Penalty: 4714.010742
	Iteration 26Q: 3 clusters Score -1071061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1071067.250000 Penalty: 4714.010742
	Iteration 27Q: 3 clusters Score -1071067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1071065.500000 Penalty: 4714.010742
	Iteration 28Q: 3 clusters Score -1071066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1071069.875000 Penalty: 4714.010742
	Iteration 29Q: 3 clusters Score -1071070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1071072.000000 Penalty: 4714.010742
	Iteration 30Q: 3 clusters Score -1071072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1071073.000000 Penalty: 4714.010742
	Iteration 31Q: 3 clusters Score -1071073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1071073.000000 Penalty: 4714.010742
	Iteration 32F: 3 clusters Score -1071073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Entering Unmasked Estep 
Score: -1707496.000000 Penalty: 2477.516602
	Iteration 0F: 2 clusters Score -1707496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1692157.750000 Penalty: 4955.033203
	Iteration 0F: 3 clusters Score -1692158 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1697419.750000 Penalty: 4955.033203
	Iteration 1F: 3 clusters Score -1697420 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1698170.375000 Penalty: 4955.033203
	Iteration 2F: 3 clusters Score -1698170 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1699147.875000 Penalty: 4955.033203
	Iteration 3F: 3 clusters Score -1699148 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1700432.750000 Penalty: 4955.033203
	Iteration 4F: 3 clusters Score -1700433 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1701913.125000 Penalty: 4955.033203
	Iteration 5F: 3 clusters Score -1701913 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1703313.250000 Penalty: 4955.033203
	Iteration 6F: 3 clusters Score -1703313 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1704484.500000 Penalty: 4955.033203
	Iteration 7F: 3 clusters Score -1704484 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1705345.750000 Penalty: 4955.033203
	Iteration 8Q: 3 clusters Score -1705346 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1705793.250000 Penalty: 4955.033203
	Iteration 9Q: 3 clusters Score -1705793 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -1705975.375000 Penalty: 4955.033203
	Iteration 10Q: 3 clusters Score -1705975 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -1706071.875000 Penalty: 4955.033203
	Iteration 11Q: 3 clusters Score -1706072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1706117.500000 Penalty: 4955.033203
	Iteration 12Q: 3 clusters Score -1706118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1706161.750000 Penalty: 4955.033203
	Iteration 13Q: 3 clusters Score -1706162 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1706190.750000 Penalty: 4955.033203
	Iteration 14Q: 3 clusters Score -1706191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1706207.250000 Penalty: 4955.033203
	Iteration 15Q: 3 clusters Score -1706207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1706220.500000 Penalty: 4955.033203
	Iteration 16Q: 3 clusters Score -1706220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1706231.250000 Penalty: 4955.033203
	Iteration 17Q: 3 clusters Score -1706231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1706236.000000 Penalty: 4955.033203
	Iteration 18Q: 3 clusters Score -1706236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -1706240.000000 Penalty: 4955.033203
	Iteration 19Q: 3 clusters Score -1706240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1706246.375000 Penalty: 4955.033203
	Iteration 20F: 3 clusters Score -1706246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -1706249.875000 Penalty: 4955.033203
	Iteration 21Q: 3 clusters Score -1706250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1706253.250000 Penalty: 4955.033203
	Iteration 22Q: 3 clusters Score -1706253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -1706257.500000 Penalty: 4955.033203
	Iteration 23Q: 3 clusters Score -1706258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1706258.250000 Penalty: 4955.033203
	Iteration 24Q: 3 clusters Score -1706258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1706254.750000 Penalty: 4955.033203
	Iteration 25Q: 3 clusters Score -1706255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1706254.125000 Penalty: 4955.033203
	Iteration 26Q: 3 clusters Score -1706254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1706258.750000 Penalty: 4955.033203
	Iteration 27Q: 3 clusters Score -1706259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1706261.750000 Penalty: 4955.033203
	Iteration 28Q: 3 clusters Score -1706262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1706258.625000 Penalty: 4955.033203
	Iteration 29Q: 3 clusters Score -1706259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1706259.875000 Penalty: 4955.033203
	Iteration 30Q: 3 clusters Score -1706260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1706258.750000 Penalty: 4955.033203
	Iteration 31Q: 3 clusters Score -1706259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1706261.000000 Penalty: 4955.033203
	Iteration 32Q: 3 clusters Score -1706261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1706261.000000 Penalty: 4955.033203
	Iteration 33F: 3 clusters Score -1706261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (233209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233209 members 
Entering Unmasked Estep 
Score: -18852506.000000 Penalty: 3065.203369
	Iteration 0F: 2 clusters Score -1.885251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116378 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -18696248.000000 Penalty: 6130.406738
	Iteration 0F: 3 clusters Score -1.869625e+07 nChanged 112325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -18762488.000000 Penalty: 6130.406738
	Iteration 1F: 3 clusters Score -1.876249e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 125580 members 
Entering Unmasked Estep 
Score: -18763880.000000 Penalty: 6130.406738
	Iteration 2Q: 3 clusters Score -1.876388e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 130768 members 
Entering Unmasked Estep 
Score: -18765938.000000 Penalty: 6130.406738
	Iteration 3Q: 3 clusters Score -1.876594e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94479 members 
Mstep: Class 2 contains 138730 members 
Entering Unmasked Estep 
Score: -18769542.000000 Penalty: 6130.406738
	Iteration 4Q: 3 clusters Score -1.876954e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 150572 members 
Entering Unmasked Estep 
Score: -18776264.000000 Penalty: 6130.406738
	Iteration 5F: 3 clusters Score -1.877626e+07 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -18788298.000000 Penalty: 6130.406738
	Iteration 6F: 3 clusters Score -1.87883e+07 nChanged 20487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 187501 members 
Entering Unmasked Estep 
Score: -18806128.000000 Penalty: 6130.406738
	Iteration 7F: 3 clusters Score -1.880613e+07 nChanged 19720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 207211 members 
Entering Unmasked Estep 
Score: -18825724.000000 Penalty: 6130.406738
	Iteration 8F: 3 clusters Score -1.882572e+07 nChanged 13706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 220915 members 
Entering Unmasked Estep 
Score: -18839442.000000 Penalty: 6130.406738
	Iteration 9F: 3 clusters Score -1.883944e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 227529 members 
Entering Unmasked Estep 
Score: -18845804.000000 Penalty: 6130.406738
	Iteration 10Q: 3 clusters Score -1.88458e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 230100 members 
Entering Unmasked Estep 
Score: -18848346.000000 Penalty: 6130.406738
	Iteration 11Q: 3 clusters Score -1.884835e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 231050 members 
Entering Unmasked Estep 
Score: -18849300.000000 Penalty: 6130.406738
	Iteration 12Q: 3 clusters Score -1.88493e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 231453 members 
Entering Unmasked Estep 
Score: -18849706.000000 Penalty: 6130.406738
	Iteration 13Q: 3 clusters Score -1.884971e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 231651 members 
Entering Unmasked Estep 
Score: -18849808.000000 Penalty: 6130.406738
	Iteration 14Q: 3 clusters Score -1.884981e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 231775 members 
Entering Unmasked Estep 
Score: -18849924.000000 Penalty: 6130.406738
	Iteration 15Q: 3 clusters Score -1.884992e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 231863 members 
Entering Unmasked Estep 
Score: -18849988.000000 Penalty: 6130.406738
	Iteration 16Q: 3 clusters Score -1.884999e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 231927 members 
Entering Unmasked Estep 
Score: -18850010.000000 Penalty: 6130.406738
	Iteration 17Q: 3 clusters Score -1.885001e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 231966 members 
Entering Unmasked Estep 
Score: -18850070.000000 Penalty: 6130.406738
	Iteration 18Q: 3 clusters Score -1.885007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 231997 members 
Entering Unmasked Estep 
Score: -18850100.000000 Penalty: 6130.406738
	Iteration 19Q: 3 clusters Score -1.88501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 232014 members 
Entering Unmasked Estep 
Score: -18850106.000000 Penalty: 6130.406738
	Iteration 20F: 3 clusters Score -1.885011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 232033 members 
Entering Unmasked Estep 
Score: -18850116.000000 Penalty: 6130.406738
	Iteration 21Q: 3 clusters Score -1.885012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 232045 members 
Entering Unmasked Estep 
Score: -18850136.000000 Penalty: 6130.406738
	Iteration 22Q: 3 clusters Score -1.885014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 232058 members 
Entering Unmasked Estep 
Score: -18850138.000000 Penalty: 6130.406738
	Iteration 23Q: 3 clusters Score -1.885014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 232072 members 
Entering Unmasked Estep 
Score: -18850144.000000 Penalty: 6130.406738
	Iteration 24Q: 3 clusters Score -1.885014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 232084 members 
Entering Unmasked Estep 
Score: -18850148.000000 Penalty: 6130.406738
	Iteration 25Q: 3 clusters Score -1.885015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 232090 members 
Entering Unmasked Estep 
Score: -18850152.000000 Penalty: 6130.406738
	Iteration 26Q: 3 clusters Score -1.885015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 232101 members 
Entering Unmasked Estep 
Score: -18850160.000000 Penalty: 6130.406738
	Iteration 27Q: 3 clusters Score -1.885016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 232102 members 
Entering Unmasked Estep 
Score: -18850166.000000 Penalty: 6130.406738
	Iteration 28Q: 3 clusters Score -1.885017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 232104 members 
Entering Unmasked Estep 
Score: -18850160.000000 Penalty: 6130.406738
	Iteration 29Q: 3 clusters Score -1.885016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 232105 members 
Entering Unmasked Estep 
Score: -18850160.000000 Penalty: 6130.406738
	Iteration 30Q: 3 clusters Score -1.885016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 232109 members 
Entering Unmasked Estep 
Score: -18850170.000000 Penalty: 6130.406738
	Iteration 31Q: 3 clusters Score -1.885017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 232113 members 
Entering Unmasked Estep 
Score: -18850190.000000 Penalty: 6130.406738
	Iteration 32Q: 3 clusters Score -1.885019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 232119 members 
Entering Unmasked Estep 
Score: -18850176.000000 Penalty: 6130.406738
	Iteration 33Q: 3 clusters Score -1.885018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 232124 members 
Entering Unmasked Estep 
Score: -18850178.000000 Penalty: 6130.406738
	Iteration 34Q: 3 clusters Score -1.885018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 232129 members 
Entering Unmasked Estep 
Score: -18850198.000000 Penalty: 6130.406738
	Iteration 35Q: 3 clusters Score -1.88502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 232131 members 
Entering Unmasked Estep 
Score: -18850186.000000 Penalty: 6130.406738
	Iteration 36Q: 3 clusters Score -1.885019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 232133 members 
Entering Unmasked Estep 
Score: -18850206.000000 Penalty: 6130.406738
	Iteration 37Q: 3 clusters Score -1.885021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 232134 members 
Entering Unmasked Estep 
Score: -18850204.000000 Penalty: 6130.406738
	Iteration 38Q: 3 clusters Score -1.88502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 232134 members 
Entering Unmasked Estep 
Score: -18850200.000000 Penalty: 6130.406738
	Iteration 39Q: 3 clusters Score -1.88502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 232136 members 
Entering Unmasked Estep 
Score: -18850198.000000 Penalty: 6130.406738
	Iteration 40F: 3 clusters Score -1.88502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 232139 members 
Entering Unmasked Estep 
Score: -18850200.000000 Penalty: 6130.406738
	Iteration 41Q: 3 clusters Score -1.88502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 232142 members 
Entering Unmasked Estep 
Score: -18850214.000000 Penalty: 6130.406738
	Iteration 42Q: 3 clusters Score -1.885021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 232144 members 
Entering Unmasked Estep 
Score: -18850224.000000 Penalty: 6130.406738
	Iteration 43Q: 3 clusters Score -1.885022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 232149 members 
Entering Unmasked Estep 
Score: -18850226.000000 Penalty: 6130.406738
	Iteration 44Q: 3 clusters Score -1.885023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 232153 members 
Entering Unmasked Estep 
Score: -18850228.000000 Penalty: 6130.406738
	Iteration 45Q: 3 clusters Score -1.885023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 232158 members 
Entering Unmasked Estep 
Score: -18850218.000000 Penalty: 6130.406738
	Iteration 46Q: 3 clusters Score -1.885022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 232160 members 
Entering Unmasked Estep 
Score: -18850216.000000 Penalty: 6130.406738
	Iteration 47Q: 3 clusters Score -1.885022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 232168 members 
Entering Unmasked Estep 
Score: -18850218.000000 Penalty: 6130.406738
	Iteration 48Q: 3 clusters Score -1.885022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 232175 members 
Entering Unmasked Estep 
Score: -18850220.000000 Penalty: 6130.406738
	Iteration 49Q: 3 clusters Score -1.885022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 232181 members 
Entering Unmasked Estep 
Score: -18850226.000000 Penalty: 6130.406738
	Iteration 50Q: 3 clusters Score -1.885023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 232184 members 
Entering Unmasked Estep 
Score: -18850218.000000 Penalty: 6130.406738
	Iteration 51Q: 3 clusters Score -1.885022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 232190 members 
Entering Unmasked Estep 
Score: -18850226.000000 Penalty: 6130.406738
	Iteration 52Q: 3 clusters Score -1.885023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -18850222.000000 Penalty: 6130.406738
	Iteration 53Q: 3 clusters Score -1.885022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 232195 members 
Entering Unmasked Estep 
Score: -18850222.000000 Penalty: 6130.406738
	Iteration 54Q: 3 clusters Score -1.885022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -18850228.000000 Penalty: 6130.406738
	Iteration 55Q: 3 clusters Score -1.885023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 232195 members 
Entering Unmasked Estep 
Score: -18850228.000000 Penalty: 6130.406738
	Iteration 56Q: 3 clusters Score -1.885023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -18850232.000000 Penalty: 6130.406738
	Iteration 57Q: 3 clusters Score -1.885023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 232198 members 
Entering Unmasked Estep 
Score: -18850232.000000 Penalty: 6130.406738
	Iteration 58Q: 3 clusters Score -1.885023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 232199 members 
Entering Unmasked Estep 
Score: -18850228.000000 Penalty: 6130.406738
	Iteration 59Q: 3 clusters Score -1.885023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 232202 members 
Entering Unmasked Estep 
Score: -18850232.000000 Penalty: 6130.406738
	Iteration 60F: 3 clusters Score -1.885023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 232204 members 
Entering Unmasked Estep 
Score: -18850234.000000 Penalty: 6130.406738
	Iteration 61Q: 3 clusters Score -1.885023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 232204 members 
Entering Unmasked Estep 
Score: -18850234.000000 Penalty: 6130.406738
	Iteration 62F: 3 clusters Score -1.885023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -86260.460938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -86260.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84213.289062 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -84213.29 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -84535.398438 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -84535.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84612.718750 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -84612.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84645.710938 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -84645.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84657.414062 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -84657.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84665.398438 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -84665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84670.375000 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -84670.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84680.421875 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -84680.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -84687.640625 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -84687.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -84694.531250 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -84694.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -84697.507812 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -84697.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84700.679688 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -84700.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -84702.625000 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -84702.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -84703.968750 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -84703.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84704.671875 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -84704.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -84704.671875 Penalty: 3504.544189
	Iteration 15F: 3 clusters Score -84704.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -295834.906250 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -295834.9 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 1974 members 
Entering Unmasked Estep 
Score: -292033.000000 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -292033 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -292871.593750 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -292871.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -293073.187500 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -293073.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -293196.437500 Penalty: 4097.460938
	Iteration 3Q: 3 clusters Score -293196.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -293274.312500 Penalty: 4097.460938
	Iteration 4Q: 3 clusters Score -293274.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -293344.062500 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -293344.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -293405.906250 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -293405.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -293453.937500 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -293453.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -293494.468750 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -293494.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -293522.968750 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -293523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -293547.656250 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -293547.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -293572.218750 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -293572.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -293585.968750 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -293586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -293603.562500 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -293603.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -293620.906250 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -293620.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -293637.062500 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -293637.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -293658.718750 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -293658.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -293677.968750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -293678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -293696.812500 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -293696.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -293718.625000 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -293718.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -293744.718750 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -293744.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -293762.218750 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -293762.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -293776.031250 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -293776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -293791.343750 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -293791.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -293808.437500 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -293808.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -293823.125000 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -293823.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293839.406250 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -293839.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -293851.500000 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -293851.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293866.750000 Penalty: 4097.460938
	Iteration 28Q: 3 clusters Score -293866.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -293881.968750 Penalty: 4097.460938
	Iteration 29Q: 3 clusters Score -293882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -293894.531250 Penalty: 4097.460938
	Iteration 30Q: 3 clusters Score -293894.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -293908.718750 Penalty: 4097.460938
	Iteration 31Q: 3 clusters Score -293908.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293918.531250 Penalty: 4097.460938
	Iteration 32Q: 3 clusters Score -293918.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -293930.906250 Penalty: 4097.460938
	Iteration 33Q: 3 clusters Score -293930.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293945.187500 Penalty: 4097.460938
	Iteration 34Q: 3 clusters Score -293945.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -293965.156250 Penalty: 4097.460938
	Iteration 35Q: 3 clusters Score -293965.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -293987.593750 Penalty: 4097.460938
	Iteration 36Q: 3 clusters Score -293987.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -294004.812500 Penalty: 4097.460938
	Iteration 37Q: 3 clusters Score -294004.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -294021.218750 Penalty: 4097.460938
	Iteration 38Q: 3 clusters Score -294021.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -294036.500000 Penalty: 4097.460938
	Iteration 39Q: 3 clusters Score -294036.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -294053.937500 Penalty: 4097.460938
	Iteration 40F: 3 clusters Score -294053.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -294070.281250 Penalty: 4097.460938
	Iteration 41Q: 3 clusters Score -294070.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -294083.000000 Penalty: 4097.460938
	Iteration 42Q: 3 clusters Score -294083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -294093.750000 Penalty: 4097.460938
	Iteration 43Q: 3 clusters Score -294093.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -294102.750000 Penalty: 4097.460938
	Iteration 44Q: 3 clusters Score -294102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -294113.281250 Penalty: 4097.460938
	Iteration 45Q: 3 clusters Score -294113.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -294123.156250 Penalty: 4097.460938
	Iteration 46Q: 3 clusters Score -294123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -294126.718750 Penalty: 4097.460938
	Iteration 47Q: 3 clusters Score -294126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -294131.625000 Penalty: 4097.460938
	Iteration 48Q: 3 clusters Score -294131.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -294133.750000 Penalty: 4097.460938
	Iteration 49Q: 3 clusters Score -294133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -294136.093750 Penalty: 4097.460938
	Iteration 50Q: 3 clusters Score -294136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -294138.062500 Penalty: 4097.460938
	Iteration 51Q: 3 clusters Score -294138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -294140.218750 Penalty: 4097.460938
	Iteration 52Q: 3 clusters Score -294140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -294141.375000 Penalty: 4097.460938
	Iteration 53Q: 3 clusters Score -294141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -294142.062500 Penalty: 4097.460938
	Iteration 54Q: 3 clusters Score -294142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -294143.093750 Penalty: 4097.460938
	Iteration 55Q: 3 clusters Score -294143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -294145.750000 Penalty: 4097.460938
	Iteration 56Q: 3 clusters Score -294145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -294147.281250 Penalty: 4097.460938
	Iteration 57Q: 3 clusters Score -294147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -294147.156250 Penalty: 4097.460938
	Iteration 58Q: 3 clusters Score -294147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -294148.218750 Penalty: 4097.460938
	Iteration 59Q: 3 clusters Score -294148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -294148.812500 Penalty: 4097.460938
	Iteration 60F: 3 clusters Score -294148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -294148.812500 Penalty: 4097.460938
	Iteration 61Q: 3 clusters Score -294148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -294150.750000 Penalty: 4097.460938
	Iteration 62Q: 3 clusters Score -294150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294152.093750 Penalty: 4097.460938
	Iteration 63Q: 3 clusters Score -294152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -294152.718750 Penalty: 4097.460938
	Iteration 64Q: 3 clusters Score -294152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -294155.031250 Penalty: 4097.460938
	Iteration 65Q: 3 clusters Score -294155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -294157.906250 Penalty: 4097.460938
	Iteration 66Q: 3 clusters Score -294157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294160.750000 Penalty: 4097.460938
	Iteration 67Q: 3 clusters Score -294160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -294163.031250 Penalty: 4097.460938
	Iteration 68Q: 3 clusters Score -294163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -294167.000000 Penalty: 4097.460938
	Iteration 69Q: 3 clusters Score -294167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -294167.625000 Penalty: 4097.460938
	Iteration 70Q: 3 clusters Score -294167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -294168.562500 Penalty: 4097.460938
	Iteration 71Q: 3 clusters Score -294168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -294168.562500 Penalty: 4097.460938
	Iteration 72F: 3 clusters Score -294168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Entering Unmasked Estep 
Score: -1454298.625000 Penalty: 2439.649170
	Iteration 0F: 2 clusters Score -1454299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1440984.000000 Penalty: 4879.298340
	Iteration 0F: 3 clusters Score -1440984 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1445638.000000 Penalty: 4879.298340
	Iteration 1F: 3 clusters Score -1445638 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1446161.250000 Penalty: 4879.298340
	Iteration 2F: 3 clusters Score -1446161 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1446650.125000 Penalty: 4879.298340
	Iteration 3F: 3 clusters Score -1446650 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1447180.375000 Penalty: 4879.298340
	Iteration 4F: 3 clusters Score -1447180 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1447730.875000 Penalty: 4879.298340
	Iteration 5F: 3 clusters Score -1447731 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1448286.625000 Penalty: 4879.298340
	Iteration 6F: 3 clusters Score -1448287 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1448856.000000 Penalty: 4879.298340
	Iteration 7Q: 3 clusters Score -1448856 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1449557.250000 Penalty: 4879.298340
	Iteration 8Q: 3 clusters Score -1449557 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1450307.000000 Penalty: 4879.298340
	Iteration 9Q: 3 clusters Score -1450307 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1451051.500000 Penalty: 4879.298340
	Iteration 10Q: 3 clusters Score -1451052 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1451727.500000 Penalty: 4879.298340
	Iteration 11Q: 3 clusters Score -1451728 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1452185.375000 Penalty: 4879.298340
	Iteration 12Q: 3 clusters Score -1452185 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1452392.875000 Penalty: 4879.298340
	Iteration 13Q: 3 clusters Score -1452393 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1452488.500000 Penalty: 4879.298340
	Iteration 14Q: 3 clusters Score -1452488 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1452534.500000 Penalty: 4879.298340
	Iteration 15Q: 3 clusters Score -1452534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1452562.000000 Penalty: 4879.298340
	Iteration 16Q: 3 clusters Score -1452562 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1452571.500000 Penalty: 4879.298340
	Iteration 17Q: 3 clusters Score -1452572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1452577.750000 Penalty: 4879.298340
	Iteration 18Q: 3 clusters Score -1452578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1452588.375000 Penalty: 4879.298340
	Iteration 19Q: 3 clusters Score -1452588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1452592.375000 Penalty: 4879.298340
	Iteration 20F: 3 clusters Score -1452592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1452598.000000 Penalty: 4879.298340
	Iteration 21Q: 3 clusters Score -1452598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1452608.250000 Penalty: 4879.298340
	Iteration 22Q: 3 clusters Score -1452608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1452617.375000 Penalty: 4879.298340
	Iteration 23Q: 3 clusters Score -1452617 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1452623.625000 Penalty: 4879.298340
	Iteration 24Q: 3 clusters Score -1452624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1452624.000000 Penalty: 4879.298340
	Iteration 25Q: 3 clusters Score -1452624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1452625.500000 Penalty: 4879.298340
	Iteration 26Q: 3 clusters Score -1452626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1452625.500000 Penalty: 4879.298340
	Iteration 27Q: 3 clusters Score -1452626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1452625.500000 Penalty: 4879.298340
	Iteration 28Q: 3 clusters Score -1452626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1452627.125000 Penalty: 4879.298340
	Iteration 29Q: 3 clusters Score -1452627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1452627.250000 Penalty: 4879.298340
	Iteration 30Q: 3 clusters Score -1452627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1452632.875000 Penalty: 4879.298340
	Iteration 31Q: 3 clusters Score -1452633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1452633.625000 Penalty: 4879.298340
	Iteration 32Q: 3 clusters Score -1452634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1452631.875000 Penalty: 4879.298340
	Iteration 33Q: 3 clusters Score -1452632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1452637.250000 Penalty: 4879.298340
	Iteration 34Q: 3 clusters Score -1452637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1452637.375000 Penalty: 4879.298340
	Iteration 35Q: 3 clusters Score -1452637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1452639.750000 Penalty: 4879.298340
	Iteration 36Q: 3 clusters Score -1452640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1452638.375000 Penalty: 4879.298340
	Iteration 37Q: 3 clusters Score -1452638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1452639.125000 Penalty: 4879.298340
	Iteration 38Q: 3 clusters Score -1452639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1452640.500000 Penalty: 4879.298340
	Iteration 39Q: 3 clusters Score -1452640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1452640.875000 Penalty: 4879.298340
	Iteration 40F: 3 clusters Score -1452641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1452641.500000 Penalty: 4879.298340
	Iteration 41Q: 3 clusters Score -1452642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1452638.625000 Penalty: 4879.298340
	Iteration 42Q: 3 clusters Score -1452639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1452639.125000 Penalty: 4879.298340
	Iteration 43Q: 3 clusters Score -1452639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1452641.000000 Penalty: 4879.298340
	Iteration 44Q: 3 clusters Score -1452641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1452641.375000 Penalty: 4879.298340
	Iteration 45Q: 3 clusters Score -1452641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1452642.250000 Penalty: 4879.298340
	Iteration 46Q: 3 clusters Score -1452642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1452641.250000 Penalty: 4879.298340
	Iteration 47Q: 3 clusters Score -1452641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1452645.125000 Penalty: 4879.298340
	Iteration 48Q: 3 clusters Score -1452645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1452645.500000 Penalty: 4879.298340
	Iteration 49Q: 3 clusters Score -1452646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1452644.250000 Penalty: 4879.298340
	Iteration 50Q: 3 clusters Score -1452644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1452643.000000 Penalty: 4879.298340
	Iteration 51Q: 3 clusters Score -1452643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1452643.000000 Penalty: 4879.298340
	Iteration 52F: 3 clusters Score -1452643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Entering Unmasked Estep 
Score: -8111734.500000 Penalty: 2851.875000
	Iteration 0F: 2 clusters Score -8111734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -8045542.500000 Penalty: 5703.750000
	Iteration 0F: 3 clusters Score -8045542 nChanged 46658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -8072308.000000 Penalty: 5703.750000
	Iteration 1F: 3 clusters Score -8072308 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -8073229.000000 Penalty: 5703.750000
	Iteration 2Q: 3 clusters Score -8073229 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -8074570.500000 Penalty: 5703.750000
	Iteration 3Q: 3 clusters Score -8074570 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
Score: -8076830.000000 Penalty: 5703.750000
	Iteration 4Q: 3 clusters Score -8076830 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -8080795.000000 Penalty: 5703.750000
	Iteration 5F: 3 clusters Score -8080795 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -8087566.000000 Penalty: 5703.750000
	Iteration 6F: 3 clusters Score -8087566 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -8096203.500000 Penalty: 5703.750000
	Iteration 7F: 3 clusters Score -8096204 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -8103626.000000 Penalty: 5703.750000
	Iteration 8F: 3 clusters Score -8103626 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -8107308.500000 Penalty: 5703.750000
	Iteration 9Q: 3 clusters Score -8107308 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -8108543.000000 Penalty: 5703.750000
	Iteration 10Q: 3 clusters Score -8108543 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -8108937.500000 Penalty: 5703.750000
	Iteration 11Q: 3 clusters Score -8108938 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 98280 members 
Entering Unmasked Estep 
Score: -8109078.500000 Penalty: 5703.750000
	Iteration 12Q: 3 clusters Score -8109078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -8109180.000000 Penalty: 5703.750000
	Iteration 13Q: 3 clusters Score -8109180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -8109222.500000 Penalty: 5703.750000
	Iteration 14Q: 3 clusters Score -8109222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -8109261.500000 Penalty: 5703.750000
	Iteration 15Q: 3 clusters Score -8109262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -8109274.000000 Penalty: 5703.750000
	Iteration 16Q: 3 clusters Score -8109274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -8109281.500000 Penalty: 5703.750000
	Iteration 17Q: 3 clusters Score -8109282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -8109285.500000 Penalty: 5703.750000
	Iteration 18Q: 3 clusters Score -8109286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -8109282.000000 Penalty: 5703.750000
	Iteration 19Q: 3 clusters Score -8109282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -8109284.000000 Penalty: 5703.750000
	Iteration 20F: 3 clusters Score -8109284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -8109283.000000 Penalty: 5703.750000
	Iteration 21Q: 3 clusters Score -8109283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -8109291.000000 Penalty: 5703.750000
	Iteration 22Q: 3 clusters Score -8109291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -8109288.500000 Penalty: 5703.750000
	Iteration 23Q: 3 clusters Score -8109288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -8109300.500000 Penalty: 5703.750000
	Iteration 24Q: 3 clusters Score -8109300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -8109301.000000 Penalty: 5703.750000
	Iteration 25Q: 3 clusters Score -8109301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 98375 members 
Entering Unmasked Estep 
Score: -8109301.000000 Penalty: 5703.750000
	Iteration 26F: 3 clusters Score -8109301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (848425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848425 members 
Entering Unmasked Estep 
Score: -68491888.000000 Penalty: 3385.482178
	Iteration 0F: 2 clusters Score -6.849189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423844 members 
Mstep: Class 2 contains 424581 members 
Entering Unmasked Estep 
Score: -67924240.000000 Penalty: 6770.964355
	Iteration 0F: 3 clusters Score -6.792424e+07 nChanged 416383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408289 members 
Mstep: Class 2 contains 440136 members 
Entering Unmasked Estep 
Score: -68178272.000000 Penalty: 6770.964355
	Iteration 1F: 3 clusters Score -6.817827e+07 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399130 members 
Mstep: Class 2 contains 449295 members 
Entering Unmasked Estep 
Score: -68181680.000000 Penalty: 6770.964355
	Iteration 2Q: 3 clusters Score -6.818168e+07 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384598 members 
Mstep: Class 2 contains 463827 members 
Entering Unmasked Estep 
Score: -68187448.000000 Penalty: 6770.964355
	Iteration 3Q: 3 clusters Score -6.818745e+07 nChanged 27884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361960 members 
Mstep: Class 2 contains 486465 members 
Entering Unmasked Estep 
Score: -68197504.000000 Penalty: 6770.964355
	Iteration 4Q: 3 clusters Score -6.81975e+07 nChanged 37064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328034 members 
Mstep: Class 2 contains 520391 members 
Entering Unmasked Estep 
Score: -68214520.000000 Penalty: 6770.964355
	Iteration 5Q: 3 clusters Score -6.821452e+07 nChanged 49975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279651 members 
Mstep: Class 2 contains 568774 members 
Entering Unmasked Estep 
Score: -68244424.000000 Penalty: 6770.964355
	Iteration 6F: 3 clusters Score -6.824442e+07 nChanged 63162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217221 members 
Mstep: Class 2 contains 631204 members 
Entering Unmasked Estep 
Score: -68290400.000000 Penalty: 6770.964355
	Iteration 7F: 3 clusters Score -6.82904e+07 nChanged 69306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148125 members 
Mstep: Class 2 contains 700300 members 
Entering Unmasked Estep 
Score: -68348464.000000 Penalty: 6770.964355
	Iteration 8F: 3 clusters Score -6.834846e+07 nChanged 62474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 762728 members 
Entering Unmasked Estep 
Score: -68406280.000000 Penalty: 6770.964355
	Iteration 9F: 3 clusters Score -6.840628e+07 nChanged 44291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 807017 members 
Entering Unmasked Estep 
Score: -68448808.000000 Penalty: 6770.964355
	Iteration 10F: 3 clusters Score -6.844881e+07 nChanged 24718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 831735 members 
Entering Unmasked Estep 
Score: -68472848.000000 Penalty: 6770.964355
	Iteration 11Q: 3 clusters Score -6.847285e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 842649 members 
Entering Unmasked Estep 
Score: -68483368.000000 Penalty: 6770.964355
	Iteration 12Q: 3 clusters Score -6.848337e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 846476 members 
Entering Unmasked Estep 
Score: -68487112.000000 Penalty: 6770.964355
	Iteration 13Q: 3 clusters Score -6.848711e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 847600 members 
Entering Unmasked Estep 
Score: -68488224.000000 Penalty: 6770.964355
	Iteration 14Q: 3 clusters Score -6.848822e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 847927 members 
Entering Unmasked Estep 
Score: -68488624.000000 Penalty: 6770.964355
	Iteration 15Q: 3 clusters Score -6.848862e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 848035 members 
Entering Unmasked Estep 
Score: -68488784.000000 Penalty: 6770.964355
	Iteration 16Q: 3 clusters Score -6.848878e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 848079 members 
Entering Unmasked Estep 
Score: -68488856.000000 Penalty: 6770.964355
	Iteration 17Q: 3 clusters Score -6.848886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 848094 members 
Entering Unmasked Estep 
Score: -68488864.000000 Penalty: 6770.964355
	Iteration 18Q: 3 clusters Score -6.848886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 848105 members 
Entering Unmasked Estep 
Score: -68488920.000000 Penalty: 6770.964355
	Iteration 19Q: 3 clusters Score -6.848892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 848119 members 
Entering Unmasked Estep 
Score: -68488936.000000 Penalty: 6770.964355
	Iteration 20F: 3 clusters Score -6.848894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 848122 members 
Entering Unmasked Estep 
Score: -68488976.000000 Penalty: 6770.964355
	Iteration 21Q: 3 clusters Score -6.848898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 848129 members 
Entering Unmasked Estep 
Score: -68488944.000000 Penalty: 6770.964355
	Iteration 22Q: 3 clusters Score -6.848894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 848130 members 
Entering Unmasked Estep 
Score: -68488968.000000 Penalty: 6770.964355
	Iteration 23Q: 3 clusters Score -6.848897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 848131 members 
Entering Unmasked Estep 
Score: -68488960.000000 Penalty: 6770.964355
	Iteration 24Q: 3 clusters Score -6.848896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 848129 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 25Q: 3 clusters Score -6.848899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 848128 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 26Q: 3 clusters Score -6.848899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 848130 members 
Entering Unmasked Estep 
Score: -68489008.000000 Penalty: 6770.964355
	Iteration 27Q: 3 clusters Score -6.848901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 848132 members 
Entering Unmasked Estep 
Score: -68489008.000000 Penalty: 6770.964355
	Iteration 28Q: 3 clusters Score -6.848901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 848132 members 
Entering Unmasked Estep 
Score: -68488976.000000 Penalty: 6770.964355
	Iteration 29Q: 3 clusters Score -6.848898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 848132 members 
Entering Unmasked Estep 
Score: -68489000.000000 Penalty: 6770.964355
	Iteration 30Q: 3 clusters Score -6.8489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 848132 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 31Q: 3 clusters Score -6.848899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 848132 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 32Q: 3 clusters Score -6.848899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 848130 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 33Q: 3 clusters Score -6.848899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 848129 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 34Q: 3 clusters Score -6.848899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 848129 members 
Entering Unmasked Estep 
Score: -68488992.000000 Penalty: 6770.964355
	Iteration 35F: 3 clusters Score -6.848899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Entering Unmasked Estep 
Score: -1026326.062500 Penalty: 2356.264893
	Iteration 0F: 2 clusters Score -1026326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1016526.687500 Penalty: 4712.529785
	Iteration 0F: 3 clusters Score -1016527 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1019766.312500 Penalty: 4712.529785
	Iteration 1F: 3 clusters Score -1019766 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1020314.062500 Penalty: 4712.529785
	Iteration 2F: 3 clusters Score -1020314 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1020947.125000 Penalty: 4712.529785
	Iteration 3F: 3 clusters Score -1020947 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1021696.250000 Penalty: 4712.529785
	Iteration 4F: 3 clusters Score -1021696 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1022402.937500 Penalty: 4712.529785
	Iteration 5F: 3 clusters Score -1022403 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1022982.187500 Penalty: 4712.529785
	Iteration 6F: 3 clusters Score -1022982 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1023453.187500 Penalty: 4712.529785
	Iteration 7F: 3 clusters Score -1023453 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1023786.187500 Penalty: 4712.529785
	Iteration 8Q: 3 clusters Score -1023786 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1024040.500000 Penalty: 4712.529785
	Iteration 9Q: 3 clusters Score -1024040 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1024221.937500 Penalty: 4712.529785
	Iteration 10Q: 3 clusters Score -1024222 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1024338.437500 Penalty: 4712.529785
	Iteration 11Q: 3 clusters Score -1024338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1024425.437500 Penalty: 4712.529785
	Iteration 12Q: 3 clusters Score -1024425 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1024486.687500 Penalty: 4712.529785
	Iteration 13Q: 3 clusters Score -1024487 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1024540.562500 Penalty: 4712.529785
	Iteration 14Q: 3 clusters Score -1024541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1024576.437500 Penalty: 4712.529785
	Iteration 15Q: 3 clusters Score -1024576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1024606.750000 Penalty: 4712.529785
	Iteration 16Q: 3 clusters Score -1024607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1024630.000000 Penalty: 4712.529785
	Iteration 17Q: 3 clusters Score -1024630 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1024654.000000 Penalty: 4712.529785
	Iteration 18Q: 3 clusters Score -1024654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1024666.875000 Penalty: 4712.529785
	Iteration 19Q: 3 clusters Score -1024667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1024681.500000 Penalty: 4712.529785
	Iteration 20F: 3 clusters Score -1024682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1024690.812500 Penalty: 4712.529785
	Iteration 21Q: 3 clusters Score -1024691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1024698.125000 Penalty: 4712.529785
	Iteration 22Q: 3 clusters Score -1024698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1024706.937500 Penalty: 4712.529785
	Iteration 23Q: 3 clusters Score -1024707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1024714.812500 Penalty: 4712.529785
	Iteration 24Q: 3 clusters Score -1024715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1024721.375000 Penalty: 4712.529785
	Iteration 25Q: 3 clusters Score -1024721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1024726.125000 Penalty: 4712.529785
	Iteration 26Q: 3 clusters Score -1024726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1024733.812500 Penalty: 4712.529785
	Iteration 27Q: 3 clusters Score -1024734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1024739.062500 Penalty: 4712.529785
	Iteration 28Q: 3 clusters Score -1024739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1024747.250000 Penalty: 4712.529785
	Iteration 29Q: 3 clusters Score -1024747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1024754.625000 Penalty: 4712.529785
	Iteration 30Q: 3 clusters Score -1024755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1024760.875000 Penalty: 4712.529785
	Iteration 31Q: 3 clusters Score -1024761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1024769.750000 Penalty: 4712.529785
	Iteration 32Q: 3 clusters Score -1024770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1024771.062500 Penalty: 4712.529785
	Iteration 33Q: 3 clusters Score -1024771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1024775.375000 Penalty: 4712.529785
	Iteration 34Q: 3 clusters Score -1024775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1024777.125000 Penalty: 4712.529785
	Iteration 35Q: 3 clusters Score -1024777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1024777.250000 Penalty: 4712.529785
	Iteration 36Q: 3 clusters Score -1024777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1024780.312500 Penalty: 4712.529785
	Iteration 37Q: 3 clusters Score -1024780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1024779.000000 Penalty: 4712.529785
	Iteration 38Q: 3 clusters Score -1024779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1024784.875000 Penalty: 4712.529785
	Iteration 39Q: 3 clusters Score -1024785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1024784.937500 Penalty: 4712.529785
	Iteration 40F: 3 clusters Score -1024785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1024785.937500 Penalty: 4712.529785
	Iteration 41Q: 3 clusters Score -1024786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1024787.062500 Penalty: 4712.529785
	Iteration 42Q: 3 clusters Score -1024787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1024785.312500 Penalty: 4712.529785
	Iteration 43Q: 3 clusters Score -1024785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1024786.625000 Penalty: 4712.529785
	Iteration 44Q: 3 clusters Score -1024787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1024784.250000 Penalty: 4712.529785
	Iteration 45Q: 3 clusters Score -1024784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1024784.625000 Penalty: 4712.529785
	Iteration 46Q: 3 clusters Score -1024785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1024784.437500 Penalty: 4712.529785
	Iteration 47Q: 3 clusters Score -1024784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1024784.437500 Penalty: 4712.529785
	Iteration 48F: 3 clusters Score -1024784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1311755.500000 Penalty: 2400.988770
	Iteration 0F: 2 clusters Score -1311756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1300238.500000 Penalty: 4801.977539
	Iteration 0F: 3 clusters Score -1300238 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1303848.875000 Penalty: 4801.977539
	Iteration 1F: 3 clusters Score -1303849 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1304142.000000 Penalty: 4801.977539
	Iteration 2F: 3 clusters Score -1304142 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1304382.125000 Penalty: 4801.977539
	Iteration 3Q: 3 clusters Score -1304382 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1304576.250000 Penalty: 4801.977539
	Iteration 4Q: 3 clusters Score -1304576 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1304749.000000 Penalty: 4801.977539
	Iteration 5Q: 3 clusters Score -1304749 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1304917.375000 Penalty: 4801.977539
	Iteration 6Q: 3 clusters Score -1304917 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1305094.000000 Penalty: 4801.977539
	Iteration 7Q: 3 clusters Score -1305094 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1305295.000000 Penalty: 4801.977539
	Iteration 8Q: 3 clusters Score -1305295 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1305512.375000 Penalty: 4801.977539
	Iteration 9Q: 3 clusters Score -1305512 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1305730.875000 Penalty: 4801.977539
	Iteration 10Q: 3 clusters Score -1305731 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1305977.125000 Penalty: 4801.977539
	Iteration 11Q: 3 clusters Score -1305977 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1306256.500000 Penalty: 4801.977539
	Iteration 12Q: 3 clusters Score -1306256 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1306557.500000 Penalty: 4801.977539
	Iteration 13Q: 3 clusters Score -1306558 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1306902.750000 Penalty: 4801.977539
	Iteration 14Q: 3 clusters Score -1306903 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1307226.625000 Penalty: 4801.977539
	Iteration 15Q: 3 clusters Score -1307227 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1307545.875000 Penalty: 4801.977539
	Iteration 16Q: 3 clusters Score -1307546 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1307874.250000 Penalty: 4801.977539
	Iteration 17Q: 3 clusters Score -1307874 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1308194.625000 Penalty: 4801.977539
	Iteration 18Q: 3 clusters Score -1308195 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1308450.250000 Penalty: 4801.977539
	Iteration 19Q: 3 clusters Score -1308450 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1308675.125000 Penalty: 4801.977539
	Iteration 20F: 3 clusters Score -1308675 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1308865.125000 Penalty: 4801.977539
	Iteration 21Q: 3 clusters Score -1308865 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1309021.750000 Penalty: 4801.977539
	Iteration 22Q: 3 clusters Score -1309022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1309155.875000 Penalty: 4801.977539
	Iteration 23Q: 3 clusters Score -1309156 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1309257.625000 Penalty: 4801.977539
	Iteration 24Q: 3 clusters Score -1309258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1309338.000000 Penalty: 4801.977539
	Iteration 25Q: 3 clusters Score -1309338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1309396.000000 Penalty: 4801.977539
	Iteration 26Q: 3 clusters Score -1309396 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1309448.375000 Penalty: 4801.977539
	Iteration 27Q: 3 clusters Score -1309448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1309495.625000 Penalty: 4801.977539
	Iteration 28Q: 3 clusters Score -1309496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1309532.125000 Penalty: 4801.977539
	Iteration 29Q: 3 clusters Score -1309532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1309566.750000 Penalty: 4801.977539
	Iteration 30Q: 3 clusters Score -1309567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1309588.625000 Penalty: 4801.977539
	Iteration 31Q: 3 clusters Score -1309589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1309614.500000 Penalty: 4801.977539
	Iteration 32Q: 3 clusters Score -1309614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1309632.875000 Penalty: 4801.977539
	Iteration 33Q: 3 clusters Score -1309633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1309640.750000 Penalty: 4801.977539
	Iteration 34Q: 3 clusters Score -1309641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1309649.125000 Penalty: 4801.977539
	Iteration 35Q: 3 clusters Score -1309649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1309662.125000 Penalty: 4801.977539
	Iteration 36Q: 3 clusters Score -1309662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1309671.875000 Penalty: 4801.977539
	Iteration 37Q: 3 clusters Score -1309672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1309683.750000 Penalty: 4801.977539
	Iteration 38Q: 3 clusters Score -1309684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1309692.750000 Penalty: 4801.977539
	Iteration 39Q: 3 clusters Score -1309693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1309697.625000 Penalty: 4801.977539
	Iteration 40F: 3 clusters Score -1309698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1309699.625000 Penalty: 4801.977539
	Iteration 41Q: 3 clusters Score -1309700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1309700.750000 Penalty: 4801.977539
	Iteration 42Q: 3 clusters Score -1309701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1309702.500000 Penalty: 4801.977539
	Iteration 43Q: 3 clusters Score -1309702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1309703.500000 Penalty: 4801.977539
	Iteration 44Q: 3 clusters Score -1309704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1309704.500000 Penalty: 4801.977539
	Iteration 45Q: 3 clusters Score -1309704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1309706.750000 Penalty: 4801.977539
	Iteration 46Q: 3 clusters Score -1309707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1309706.875000 Penalty: 4801.977539
	Iteration 47Q: 3 clusters Score -1309707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1309711.125000 Penalty: 4801.977539
	Iteration 48Q: 3 clusters Score -1309711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1309713.000000 Penalty: 4801.977539
	Iteration 49Q: 3 clusters Score -1309713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1309713.000000 Penalty: 4801.977539
	Iteration 50F: 3 clusters Score -1309713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -247530.734375 Penalty: 2006.951294
	Iteration 0F: 2 clusters Score -247530.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -244113.640625 Penalty: 4013.902588
	Iteration 0F: 3 clusters Score -244113.6 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244867.562500 Penalty: 4013.902588
	Iteration 1F: 3 clusters Score -244867.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -245156.546875 Penalty: 4013.902588
	Iteration 2F: 3 clusters Score -245156.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245434.468750 Penalty: 4013.902588
	Iteration 3F: 3 clusters Score -245434.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -245621.984375 Penalty: 4013.902588
	Iteration 4F: 3 clusters Score -245622 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -245772.109375 Penalty: 4013.902588
	Iteration 5Q: 3 clusters Score -245772.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -245900.250000 Penalty: 4013.902588
	Iteration 6Q: 3 clusters Score -245900.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246022.031250 Penalty: 4013.902588
	Iteration 7Q: 3 clusters Score -246022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -246099.578125 Penalty: 4013.902588
	Iteration 8Q: 3 clusters Score -246099.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -246145.843750 Penalty: 4013.902588
	Iteration 9Q: 3 clusters Score -246145.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -246182.203125 Penalty: 4013.902588
	Iteration 10Q: 3 clusters Score -246182.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -246199.828125 Penalty: 4013.902588
	Iteration 11Q: 3 clusters Score -246199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246207.687500 Penalty: 4013.902588
	Iteration 12Q: 3 clusters Score -246207.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246216.843750 Penalty: 4013.902588
	Iteration 13Q: 3 clusters Score -246216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -246223.859375 Penalty: 4013.902588
	Iteration 14Q: 3 clusters Score -246223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -246232.968750 Penalty: 4013.902588
	Iteration 15Q: 3 clusters Score -246233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -246242.171875 Penalty: 4013.902588
	Iteration 16Q: 3 clusters Score -246242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -246248.281250 Penalty: 4013.902588
	Iteration 17Q: 3 clusters Score -246248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -246252.812500 Penalty: 4013.902588
	Iteration 18Q: 3 clusters Score -246252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -246256.203125 Penalty: 4013.902588
	Iteration 19Q: 3 clusters Score -246256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -246258.359375 Penalty: 4013.902588
	Iteration 20F: 3 clusters Score -246258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -246261.921875 Penalty: 4013.902588
	Iteration 21Q: 3 clusters Score -246261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -246265.234375 Penalty: 4013.902588
	Iteration 22Q: 3 clusters Score -246265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -246268.031250 Penalty: 4013.902588
	Iteration 23Q: 3 clusters Score -246268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -246269.453125 Penalty: 4013.902588
	Iteration 24Q: 3 clusters Score -246269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -246270.453125 Penalty: 4013.902588
	Iteration 25Q: 3 clusters Score -246270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -246272.578125 Penalty: 4013.902588
	Iteration 26Q: 3 clusters Score -246272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -246273.640625 Penalty: 4013.902588
	Iteration 27Q: 3 clusters Score -246273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246273.765625 Penalty: 4013.902588
	Iteration 28Q: 3 clusters Score -246273.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246273.765625 Penalty: 4013.902588
	Iteration 29F: 3 clusters Score -246273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -269010.968750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -269011 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: -265473.000000 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -265473 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -266230.468750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -266230.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -266462.468750 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -266462.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -266622.000000 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -266622 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -266727.156250 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -266727.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -266778.218750 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -266778.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -266809.000000 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -266809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -266834.375000 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -266834.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -266856.281250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -266856.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266882.812500 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -266882.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -266905.406250 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -266905.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266927.250000 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -266927.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -266947.312500 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -266947.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -266971.625000 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -266971.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -266989.937500 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -266989.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -267002.250000 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -267002.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -267013.468750 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -267013.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -267024.687500 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -267024.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -267038.218750 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -267038.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -267048.187500 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -267048.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -267058.187500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -267058.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -267064.406250 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -267064.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -267071.156250 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -267071.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -267075.468750 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -267075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -267079.656250 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -267079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -267083.781250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -267083.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -267088.812500 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -267088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -267095.250000 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -267095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -267103.906250 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -267103.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -267111.625000 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -267111.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -267118.156250 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -267118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -267126.093750 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -267126.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267133.218750 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -267133.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -267139.375000 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -267139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -267143.843750 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -267143.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -267151.437500 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -267151.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267161.625000 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -267161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -267167.968750 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -267168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -267178.687500 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -267178.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267190.062500 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -267190.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -267198.687500 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -267198.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -267207.687500 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -267207.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -267215.562500 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -267215.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267221.281250 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -267221.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -267230.093750 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -267230.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -267240.062500 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -267240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -267248.250000 Penalty: 4042.202637
	Iteration 46Q: 3 clusters Score -267248.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267259.843750 Penalty: 4042.202637
	Iteration 47Q: 3 clusters Score -267259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -267275.500000 Penalty: 4042.202637
	Iteration 48Q: 3 clusters Score -267275.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -267290.593750 Penalty: 4042.202637
	Iteration 49Q: 3 clusters Score -267290.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267303.093750 Penalty: 4042.202637
	Iteration 50Q: 3 clusters Score -267303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -267312.562500 Penalty: 4042.202637
	Iteration 51Q: 3 clusters Score -267312.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -267324.000000 Penalty: 4042.202637
	Iteration 52Q: 3 clusters Score -267324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -267338.906250 Penalty: 4042.202637
	Iteration 53Q: 3 clusters Score -267338.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -267351.500000 Penalty: 4042.202637
	Iteration 54Q: 3 clusters Score -267351.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267364.562500 Penalty: 4042.202637
	Iteration 55Q: 3 clusters Score -267364.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -267374.687500 Penalty: 4042.202637
	Iteration 56Q: 3 clusters Score -267374.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -267389.406250 Penalty: 4042.202637
	Iteration 57Q: 3 clusters Score -267389.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -267405.750000 Penalty: 4042.202637
	Iteration 58Q: 3 clusters Score -267405.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -267414.343750 Penalty: 4042.202637
	Iteration 59Q: 3 clusters Score -267414.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -267422.812500 Penalty: 4042.202637
	Iteration 60F: 3 clusters Score -267422.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -267433.843750 Penalty: 4042.202637
	Iteration 61Q: 3 clusters Score -267433.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -267442.937500 Penalty: 4042.202637
	Iteration 62Q: 3 clusters Score -267442.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -267453.593750 Penalty: 4042.202637
	Iteration 63Q: 3 clusters Score -267453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -267462.093750 Penalty: 4042.202637
	Iteration 64Q: 3 clusters Score -267462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -267467.406250 Penalty: 4042.202637
	Iteration 65Q: 3 clusters Score -267467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -267470.500000 Penalty: 4042.202637
	Iteration 66Q: 3 clusters Score -267470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -267472.062500 Penalty: 4042.202637
	Iteration 67Q: 3 clusters Score -267472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -267476.281250 Penalty: 4042.202637
	Iteration 68Q: 3 clusters Score -267476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -267480.218750 Penalty: 4042.202637
	Iteration 69Q: 3 clusters Score -267480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -267482.187500 Penalty: 4042.202637
	Iteration 70Q: 3 clusters Score -267482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -267484.093750 Penalty: 4042.202637
	Iteration 71Q: 3 clusters Score -267484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -267486.968750 Penalty: 4042.202637
	Iteration 72Q: 3 clusters Score -267487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -267490.687500 Penalty: 4042.202637
	Iteration 73Q: 3 clusters Score -267490.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -267498.000000 Penalty: 4042.202637
	Iteration 74Q: 3 clusters Score -267498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -267506.718750 Penalty: 4042.202637
	Iteration 75Q: 3 clusters Score -267506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -267512.125000 Penalty: 4042.202637
	Iteration 76Q: 3 clusters Score -267512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -267516.093750 Penalty: 4042.202637
	Iteration 77Q: 3 clusters Score -267516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -267522.750000 Penalty: 4042.202637
	Iteration 78Q: 3 clusters Score -267522.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -267526.437500 Penalty: 4042.202637
	Iteration 79Q: 3 clusters Score -267526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -267527.093750 Penalty: 4042.202637
	Iteration 80F: 3 clusters Score -267527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -267529.687500 Penalty: 4042.202637
	Iteration 81Q: 3 clusters Score -267529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -267535.406250 Penalty: 4042.202637
	Iteration 82Q: 3 clusters Score -267535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -267540.156250 Penalty: 4042.202637
	Iteration 83Q: 3 clusters Score -267540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -267542.312500 Penalty: 4042.202637
	Iteration 84Q: 3 clusters Score -267542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -267545.062500 Penalty: 4042.202637
	Iteration 85Q: 3 clusters Score -267545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -267548.000000 Penalty: 4042.202637
	Iteration 86Q: 3 clusters Score -267548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -267548.000000 Penalty: 4042.202637
	Iteration 87F: 3 clusters Score -267548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Entering Unmasked Estep 
Score: -2611880.000000 Penalty: 2581.299561
	Iteration 0F: 2 clusters Score -2611880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2589191.000000 Penalty: 5162.599121
	Iteration 0F: 3 clusters Score -2589191 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2597517.250000 Penalty: 5162.599121
	Iteration 1F: 3 clusters Score -2597517 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2598053.250000 Penalty: 5162.599121
	Iteration 2Q: 3 clusters Score -2598053 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2598607.000000 Penalty: 5162.599121
	Iteration 3Q: 3 clusters Score -2598607 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2599202.000000 Penalty: 5162.599121
	Iteration 4Q: 3 clusters Score -2599202 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2599892.000000 Penalty: 5162.599121
	Iteration 5Q: 3 clusters Score -2599892 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2600667.000000 Penalty: 5162.599121
	Iteration 6Q: 3 clusters Score -2600667 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2601584.750000 Penalty: 5162.599121
	Iteration 7Q: 3 clusters Score -2601585 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2602708.000000 Penalty: 5162.599121
	Iteration 8F: 3 clusters Score -2602708 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2603874.500000 Penalty: 5162.599121
	Iteration 9F: 3 clusters Score -2603874 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2604761.750000 Penalty: 5162.599121
	Iteration 10Q: 3 clusters Score -2604762 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2605328.000000 Penalty: 5162.599121
	Iteration 11Q: 3 clusters Score -2605328 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2605597.250000 Penalty: 5162.599121
	Iteration 12Q: 3 clusters Score -2605597 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2605775.750000 Penalty: 5162.599121
	Iteration 13Q: 3 clusters Score -2605776 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2605874.750000 Penalty: 5162.599121
	Iteration 14Q: 3 clusters Score -2605875 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2605944.000000 Penalty: 5162.599121
	Iteration 15Q: 3 clusters Score -2605944 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2606012.000000 Penalty: 5162.599121
	Iteration 16Q: 3 clusters Score -2606012 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2606067.500000 Penalty: 5162.599121
	Iteration 17Q: 3 clusters Score -2606068 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2606105.000000 Penalty: 5162.599121
	Iteration 18Q: 3 clusters Score -2606105 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2606129.500000 Penalty: 5162.599121
	Iteration 19Q: 3 clusters Score -2606130 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2606151.250000 Penalty: 5162.599121
	Iteration 20F: 3 clusters Score -2606151 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2606166.500000 Penalty: 5162.599121
	Iteration 21Q: 3 clusters Score -2606166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2606202.750000 Penalty: 5162.599121
	Iteration 22Q: 3 clusters Score -2606203 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2606231.250000 Penalty: 5162.599121
	Iteration 23Q: 3 clusters Score -2606231 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2606244.500000 Penalty: 5162.599121
	Iteration 24Q: 3 clusters Score -2606244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2606254.250000 Penalty: 5162.599121
	Iteration 25Q: 3 clusters Score -2606254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2606268.500000 Penalty: 5162.599121
	Iteration 26Q: 3 clusters Score -2606268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2606294.000000 Penalty: 5162.599121
	Iteration 27Q: 3 clusters Score -2606294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2606307.000000 Penalty: 5162.599121
	Iteration 28Q: 3 clusters Score -2606307 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2606312.000000 Penalty: 5162.599121
	Iteration 29Q: 3 clusters Score -2606312 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2606314.500000 Penalty: 5162.599121
	Iteration 30Q: 3 clusters Score -2606314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2606320.500000 Penalty: 5162.599121
	Iteration 31Q: 3 clusters Score -2606320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2606327.750000 Penalty: 5162.599121
	Iteration 32Q: 3 clusters Score -2606328 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2606335.000000 Penalty: 5162.599121
	Iteration 33Q: 3 clusters Score -2606335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2606340.750000 Penalty: 5162.599121
	Iteration 34Q: 3 clusters Score -2606341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2606338.750000 Penalty: 5162.599121
	Iteration 35Q: 3 clusters Score -2606339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2606345.500000 Penalty: 5162.599121
	Iteration 36Q: 3 clusters Score -2606346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2606353.000000 Penalty: 5162.599121
	Iteration 37Q: 3 clusters Score -2606353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2606360.500000 Penalty: 5162.599121
	Iteration 38Q: 3 clusters Score -2606360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2606366.500000 Penalty: 5162.599121
	Iteration 39Q: 3 clusters Score -2606366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2606381.750000 Penalty: 5162.599121
	Iteration 40F: 3 clusters Score -2606382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2606388.750000 Penalty: 5162.599121
	Iteration 41Q: 3 clusters Score -2606389 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2606413.250000 Penalty: 5162.599121
	Iteration 42Q: 3 clusters Score -2606413 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2606415.250000 Penalty: 5162.599121
	Iteration 43Q: 3 clusters Score -2606415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2606428.500000 Penalty: 5162.599121
	Iteration 44Q: 3 clusters Score -2606428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2606427.250000 Penalty: 5162.599121
	Iteration 45Q: 3 clusters Score -2606427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2606436.250000 Penalty: 5162.599121
	Iteration 46Q: 3 clusters Score -2606436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2606450.500000 Penalty: 5162.599121
	Iteration 47Q: 3 clusters Score -2606450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2606456.000000 Penalty: 5162.599121
	Iteration 48Q: 3 clusters Score -2606456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2606472.750000 Penalty: 5162.599121
	Iteration 49Q: 3 clusters Score -2606473 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2606491.250000 Penalty: 5162.599121
	Iteration 50Q: 3 clusters Score -2606491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2606504.500000 Penalty: 5162.599121
	Iteration 51Q: 3 clusters Score -2606504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2606522.000000 Penalty: 5162.599121
	Iteration 52Q: 3 clusters Score -2606522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2606532.250000 Penalty: 5162.599121
	Iteration 53Q: 3 clusters Score -2606532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2606558.000000 Penalty: 5162.599121
	Iteration 54Q: 3 clusters Score -2606558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2606569.750000 Penalty: 5162.599121
	Iteration 55Q: 3 clusters Score -2606570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2606568.750000 Penalty: 5162.599121
	Iteration 56Q: 3 clusters Score -2606569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2606591.500000 Penalty: 5162.599121
	Iteration 57Q: 3 clusters Score -2606592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2606599.500000 Penalty: 5162.599121
	Iteration 58Q: 3 clusters Score -2606600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2606607.250000 Penalty: 5162.599121
	Iteration 59Q: 3 clusters Score -2606607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2606614.000000 Penalty: 5162.599121
	Iteration 60F: 3 clusters Score -2606614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2606614.250000 Penalty: 5162.599121
	Iteration 61Q: 3 clusters Score -2606614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2606631.250000 Penalty: 5162.599121
	Iteration 62Q: 3 clusters Score -2606631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2606643.500000 Penalty: 5162.599121
	Iteration 63Q: 3 clusters Score -2606644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2606657.000000 Penalty: 5162.599121
	Iteration 64Q: 3 clusters Score -2606657 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2606679.500000 Penalty: 5162.599121
	Iteration 65Q: 3 clusters Score -2606680 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2606699.750000 Penalty: 5162.599121
	Iteration 66Q: 3 clusters Score -2606700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2606723.500000 Penalty: 5162.599121
	Iteration 67Q: 3 clusters Score -2606724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2606742.250000 Penalty: 5162.599121
	Iteration 68Q: 3 clusters Score -2606742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2606772.000000 Penalty: 5162.599121
	Iteration 69Q: 3 clusters Score -2606772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2606795.250000 Penalty: 5162.599121
	Iteration 70Q: 3 clusters Score -2606795 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2606831.000000 Penalty: 5162.599121
	Iteration 71Q: 3 clusters Score -2606831 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2606853.250000 Penalty: 5162.599121
	Iteration 72Q: 3 clusters Score -2606853 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2606893.500000 Penalty: 5162.599121
	Iteration 73Q: 3 clusters Score -2606894 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2606937.000000 Penalty: 5162.599121
	Iteration 74Q: 3 clusters Score -2606937 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2606960.500000 Penalty: 5162.599121
	Iteration 75Q: 3 clusters Score -2606960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2606979.750000 Penalty: 5162.599121
	Iteration 76Q: 3 clusters Score -2606980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2607016.250000 Penalty: 5162.599121
	Iteration 77Q: 3 clusters Score -2607016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2607040.000000 Penalty: 5162.599121
	Iteration 78Q: 3 clusters Score -2607040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2607071.500000 Penalty: 5162.599121
	Iteration 79Q: 3 clusters Score -2607072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2607124.000000 Penalty: 5162.599121
	Iteration 80F: 3 clusters Score -2607124 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2607164.750000 Penalty: 5162.599121
	Iteration 81Q: 3 clusters Score -2607165 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2607209.000000 Penalty: 5162.599121
	Iteration 82Q: 3 clusters Score -2607209 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2607251.000000 Penalty: 5162.599121
	Iteration 83Q: 3 clusters Score -2607251 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2607306.500000 Penalty: 5162.599121
	Iteration 84Q: 3 clusters Score -2607306 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2607346.750000 Penalty: 5162.599121
	Iteration 85Q: 3 clusters Score -2607347 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2607395.000000 Penalty: 5162.599121
	Iteration 86Q: 3 clusters Score -2607395 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2607456.000000 Penalty: 5162.599121
	Iteration 87Q: 3 clusters Score -2607456 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2607511.000000 Penalty: 5162.599121
	Iteration 88Q: 3 clusters Score -2607511 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2607580.500000 Penalty: 5162.599121
	Iteration 89Q: 3 clusters Score -2607580 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2607651.000000 Penalty: 5162.599121
	Iteration 90Q: 3 clusters Score -2607651 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2607719.250000 Penalty: 5162.599121
	Iteration 91Q: 3 clusters Score -2607719 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2607809.500000 Penalty: 5162.599121
	Iteration 92Q: 3 clusters Score -2607810 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -2607885.000000 Penalty: 5162.599121
	Iteration 93Q: 3 clusters Score -2607885 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2607954.250000 Penalty: 5162.599121
	Iteration 94Q: 3 clusters Score -2607954 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2608039.500000 Penalty: 5162.599121
	Iteration 95Q: 3 clusters Score -2608040 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -2608139.750000 Penalty: 5162.599121
	Iteration 96Q: 3 clusters Score -2608140 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2608234.750000 Penalty: 5162.599121
	Iteration 97Q: 3 clusters Score -2608235 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2608332.000000 Penalty: 5162.599121
	Iteration 98Q: 3 clusters Score -2608332 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -2608441.250000 Penalty: 5162.599121
	Iteration 99Q: 3 clusters Score -2608441 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -2608543.250000 Penalty: 5162.599121
	Iteration 100F: 3 clusters Score -2608543 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2608640.250000 Penalty: 5162.599121
	Iteration 101Q: 3 clusters Score -2608640 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2608726.000000 Penalty: 5162.599121
	Iteration 102Q: 3 clusters Score -2608726 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -2608805.250000 Penalty: 5162.599121
	Iteration 103Q: 3 clusters Score -2608805 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -2608904.000000 Penalty: 5162.599121
	Iteration 104Q: 3 clusters Score -2608904 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -2608961.500000 Penalty: 5162.599121
	Iteration 105Q: 3 clusters Score -2608962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -2609038.500000 Penalty: 5162.599121
	Iteration 106Q: 3 clusters Score -2609038 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -2609105.250000 Penalty: 5162.599121
	Iteration 107Q: 3 clusters Score -2609105 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -2609159.000000 Penalty: 5162.599121
	Iteration 108Q: 3 clusters Score -2609159 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -2609206.000000 Penalty: 5162.599121
	Iteration 109Q: 3 clusters Score -2609206 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -2609261.250000 Penalty: 5162.599121
	Iteration 110Q: 3 clusters Score -2609261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -2609295.250000 Penalty: 5162.599121
	Iteration 111Q: 3 clusters Score -2609295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -2609331.000000 Penalty: 5162.599121
	Iteration 112Q: 3 clusters Score -2609331 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -2609358.750000 Penalty: 5162.599121
	Iteration 113Q: 3 clusters Score -2609359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -2609385.750000 Penalty: 5162.599121
	Iteration 114Q: 3 clusters Score -2609386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -2609399.000000 Penalty: 5162.599121
	Iteration 115Q: 3 clusters Score -2609399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -2609425.500000 Penalty: 5162.599121
	Iteration 116Q: 3 clusters Score -2609426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -2609448.000000 Penalty: 5162.599121
	Iteration 117Q: 3 clusters Score -2609448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -2609465.500000 Penalty: 5162.599121
	Iteration 118Q: 3 clusters Score -2609466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -2609483.500000 Penalty: 5162.599121
	Iteration 119Q: 3 clusters Score -2609484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -2609503.250000 Penalty: 5162.599121
	Iteration 120F: 3 clusters Score -2609503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -2609522.750000 Penalty: 5162.599121
	Iteration 121Q: 3 clusters Score -2609523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -2609535.750000 Penalty: 5162.599121
	Iteration 122Q: 3 clusters Score -2609536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -2609545.250000 Penalty: 5162.599121
	Iteration 123Q: 3 clusters Score -2609545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -2609559.500000 Penalty: 5162.599121
	Iteration 124Q: 3 clusters Score -2609560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -2609570.000000 Penalty: 5162.599121
	Iteration 125Q: 3 clusters Score -2609570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -2609578.500000 Penalty: 5162.599121
	Iteration 126Q: 3 clusters Score -2609578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -2609582.750000 Penalty: 5162.599121
	Iteration 127Q: 3 clusters Score -2609583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -2609588.500000 Penalty: 5162.599121
	Iteration 128Q: 3 clusters Score -2609588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -2609593.750000 Penalty: 5162.599121
	Iteration 129Q: 3 clusters Score -2609594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -2609599.250000 Penalty: 5162.599121
	Iteration 130Q: 3 clusters Score -2609599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -2609608.000000 Penalty: 5162.599121
	Iteration 131Q: 3 clusters Score -2609608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2609613.500000 Penalty: 5162.599121
	Iteration 132Q: 3 clusters Score -2609614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -2609616.000000 Penalty: 5162.599121
	Iteration 133Q: 3 clusters Score -2609616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -2609616.500000 Penalty: 5162.599121
	Iteration 134Q: 3 clusters Score -2609616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -2609619.250000 Penalty: 5162.599121
	Iteration 135Q: 3 clusters Score -2609619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -2609623.250000 Penalty: 5162.599121
	Iteration 136Q: 3 clusters Score -2609623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -2609617.000000 Penalty: 5162.599121
	Iteration 137Q: 3 clusters Score -2609617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -2609628.750000 Penalty: 5162.599121
	Iteration 138Q: 3 clusters Score -2609629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -2609624.250000 Penalty: 5162.599121
	Iteration 139Q: 3 clusters Score -2609624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -2609625.250000 Penalty: 5162.599121
	Iteration 140F: 3 clusters Score -2609625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -2609630.500000 Penalty: 5162.599121
	Iteration 141Q: 3 clusters Score -2609630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -2609631.750000 Penalty: 5162.599121
	Iteration 142Q: 3 clusters Score -2609632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -2609636.750000 Penalty: 5162.599121
	Iteration 143Q: 3 clusters Score -2609637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -2609638.250000 Penalty: 5162.599121
	Iteration 144Q: 3 clusters Score -2609638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -2609637.000000 Penalty: 5162.599121
	Iteration 145Q: 3 clusters Score -2609637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -2609637.000000 Penalty: 5162.599121
	Iteration 146F: 3 clusters Score -2609637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -671273.500000 Penalty: 2246.933350
	Iteration 0F: 2 clusters Score -671273.5 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 4279 members 
Entering Unmasked Estep 
Score: -664456.187500 Penalty: 4493.866699
	Iteration 0F: 3 clusters Score -664456.2 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -666332.375000 Penalty: 4493.866699
	Iteration 1F: 3 clusters Score -666332.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -666627.125000 Penalty: 4493.866699
	Iteration 2F: 3 clusters Score -666627.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -666852.875000 Penalty: 4493.866699
	Iteration 3F: 3 clusters Score -666852.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -667050.125000 Penalty: 4493.866699
	Iteration 4Q: 3 clusters Score -667050.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -667255.062500 Penalty: 4493.866699
	Iteration 5Q: 3 clusters Score -667255.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -667453.312500 Penalty: 4493.866699
	Iteration 6Q: 3 clusters Score -667453.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -667626.875000 Penalty: 4493.866699
	Iteration 7Q: 3 clusters Score -667626.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -667818.437500 Penalty: 4493.866699
	Iteration 8Q: 3 clusters Score -667818.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -668037.250000 Penalty: 4493.866699
	Iteration 9Q: 3 clusters Score -668037.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -668238.500000 Penalty: 4493.866699
	Iteration 10Q: 3 clusters Score -668238.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -668453.000000 Penalty: 4493.866699
	Iteration 11Q: 3 clusters Score -668453 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -668652.937500 Penalty: 4493.866699
	Iteration 12Q: 3 clusters Score -668652.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -668829.875000 Penalty: 4493.866699
	Iteration 13Q: 3 clusters Score -668829.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -668982.312500 Penalty: 4493.866699
	Iteration 14Q: 3 clusters Score -668982.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -669105.312500 Penalty: 4493.866699
	Iteration 15Q: 3 clusters Score -669105.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -669197.187500 Penalty: 4493.866699
	Iteration 16Q: 3 clusters Score -669197.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -669260.312500 Penalty: 4493.866699
	Iteration 17Q: 3 clusters Score -669260.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -669306.125000 Penalty: 4493.866699
	Iteration 18Q: 3 clusters Score -669306.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -669340.125000 Penalty: 4493.866699
	Iteration 19Q: 3 clusters Score -669340.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -669370.625000 Penalty: 4493.866699
	Iteration 20F: 3 clusters Score -669370.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -669387.375000 Penalty: 4493.866699
	Iteration 21Q: 3 clusters Score -669387.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -669396.375000 Penalty: 4493.866699
	Iteration 22Q: 3 clusters Score -669396.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -669405.937500 Penalty: 4493.866699
	Iteration 23Q: 3 clusters Score -669405.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -669420.625000 Penalty: 4493.866699
	Iteration 24Q: 3 clusters Score -669420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -669427.937500 Penalty: 4493.866699
	Iteration 25Q: 3 clusters Score -669427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -669430.000000 Penalty: 4493.866699
	Iteration 26Q: 3 clusters Score -669430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -669433.437500 Penalty: 4493.866699
	Iteration 27Q: 3 clusters Score -669433.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -669436.812500 Penalty: 4493.866699
	Iteration 28Q: 3 clusters Score -669436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -669443.062500 Penalty: 4493.866699
	Iteration 29Q: 3 clusters Score -669443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -669444.750000 Penalty: 4493.866699
	Iteration 30Q: 3 clusters Score -669444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -669444.187500 Penalty: 4493.866699
	Iteration 31Q: 3 clusters Score -669444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -669444.187500 Penalty: 4493.866699
	Iteration 32F: 3 clusters Score -669444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Entering Unmasked Estep 
Score: -1627208.000000 Penalty: 2464.680176
	Iteration 0F: 2 clusters Score -1627208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1612704.500000 Penalty: 4929.360352
	Iteration 0F: 3 clusters Score -1612704 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1617627.875000 Penalty: 4929.360352
	Iteration 1F: 3 clusters Score -1617628 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1618213.000000 Penalty: 4929.360352
	Iteration 2F: 3 clusters Score -1618213 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1618816.250000 Penalty: 4929.360352
	Iteration 3F: 3 clusters Score -1618816 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1619422.625000 Penalty: 4929.360352
	Iteration 4F: 3 clusters Score -1619423 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1619974.125000 Penalty: 4929.360352
	Iteration 5F: 3 clusters Score -1619974 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1620508.500000 Penalty: 4929.360352
	Iteration 6Q: 3 clusters Score -1620508 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1621051.375000 Penalty: 4929.360352
	Iteration 7Q: 3 clusters Score -1621051 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1621598.000000 Penalty: 4929.360352
	Iteration 8Q: 3 clusters Score -1621598 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1622168.250000 Penalty: 4929.360352
	Iteration 9Q: 3 clusters Score -1622168 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1622723.500000 Penalty: 4929.360352
	Iteration 10Q: 3 clusters Score -1622724 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1623260.125000 Penalty: 4929.360352
	Iteration 11Q: 3 clusters Score -1623260 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1623754.875000 Penalty: 4929.360352
	Iteration 12Q: 3 clusters Score -1623755 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1624166.625000 Penalty: 4929.360352
	Iteration 13Q: 3 clusters Score -1624167 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1624453.250000 Penalty: 4929.360352
	Iteration 14Q: 3 clusters Score -1624453 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1624672.375000 Penalty: 4929.360352
	Iteration 15Q: 3 clusters Score -1624672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1624839.625000 Penalty: 4929.360352
	Iteration 16Q: 3 clusters Score -1624840 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1624975.000000 Penalty: 4929.360352
	Iteration 17Q: 3 clusters Score -1624975 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1625104.375000 Penalty: 4929.360352
	Iteration 18Q: 3 clusters Score -1625104 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1625227.125000 Penalty: 4929.360352
	Iteration 19Q: 3 clusters Score -1625227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1625344.500000 Penalty: 4929.360352
	Iteration 20F: 3 clusters Score -1625344 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1625444.000000 Penalty: 4929.360352
	Iteration 21Q: 3 clusters Score -1625444 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1625521.750000 Penalty: 4929.360352
	Iteration 22Q: 3 clusters Score -1625522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1625578.125000 Penalty: 4929.360352
	Iteration 23Q: 3 clusters Score -1625578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1625622.375000 Penalty: 4929.360352
	Iteration 24Q: 3 clusters Score -1625622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -1625653.750000 Penalty: 4929.360352
	Iteration 25Q: 3 clusters Score -1625654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1625680.875000 Penalty: 4929.360352
	Iteration 26Q: 3 clusters Score -1625681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1625692.000000 Penalty: 4929.360352
	Iteration 27Q: 3 clusters Score -1625692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1625708.125000 Penalty: 4929.360352
	Iteration 28Q: 3 clusters Score -1625708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1625717.000000 Penalty: 4929.360352
	Iteration 29Q: 3 clusters Score -1625717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1625726.500000 Penalty: 4929.360352
	Iteration 30Q: 3 clusters Score -1625726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1625741.750000 Penalty: 4929.360352
	Iteration 31Q: 3 clusters Score -1625742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1625752.625000 Penalty: 4929.360352
	Iteration 32Q: 3 clusters Score -1625753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1625760.625000 Penalty: 4929.360352
	Iteration 33Q: 3 clusters Score -1625761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1625770.000000 Penalty: 4929.360352
	Iteration 34Q: 3 clusters Score -1625770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1625786.375000 Penalty: 4929.360352
	Iteration 35Q: 3 clusters Score -1625786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -1625793.125000 Penalty: 4929.360352
	Iteration 36Q: 3 clusters Score -1625793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1625801.500000 Penalty: 4929.360352
	Iteration 37Q: 3 clusters Score -1625802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1625805.125000 Penalty: 4929.360352
	Iteration 38Q: 3 clusters Score -1625805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1625807.375000 Penalty: 4929.360352
	Iteration 39Q: 3 clusters Score -1625807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1625816.375000 Penalty: 4929.360352
	Iteration 40F: 3 clusters Score -1625816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1625821.875000 Penalty: 4929.360352
	Iteration 41Q: 3 clusters Score -1625822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1625836.125000 Penalty: 4929.360352
	Iteration 42Q: 3 clusters Score -1625836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1625849.000000 Penalty: 4929.360352
	Iteration 43Q: 3 clusters Score -1625849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1625859.750000 Penalty: 4929.360352
	Iteration 44Q: 3 clusters Score -1625860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1625867.250000 Penalty: 4929.360352
	Iteration 45Q: 3 clusters Score -1625867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1625877.875000 Penalty: 4929.360352
	Iteration 46Q: 3 clusters Score -1625878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1625889.875000 Penalty: 4929.360352
	Iteration 47Q: 3 clusters Score -1625890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1625895.250000 Penalty: 4929.360352
	Iteration 48Q: 3 clusters Score -1625895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -1625907.125000 Penalty: 4929.360352
	Iteration 49Q: 3 clusters Score -1625907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1625912.875000 Penalty: 4929.360352
	Iteration 50Q: 3 clusters Score -1625913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1625918.000000 Penalty: 4929.360352
	Iteration 51Q: 3 clusters Score -1625918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1625933.750000 Penalty: 4929.360352
	Iteration 52Q: 3 clusters Score -1625934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -1625949.000000 Penalty: 4929.360352
	Iteration 53Q: 3 clusters Score -1625949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -1625962.125000 Penalty: 4929.360352
	Iteration 54Q: 3 clusters Score -1625962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1625978.625000 Penalty: 4929.360352
	Iteration 55Q: 3 clusters Score -1625979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1625989.875000 Penalty: 4929.360352
	Iteration 56Q: 3 clusters Score -1625990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1626000.250000 Penalty: 4929.360352
	Iteration 57Q: 3 clusters Score -1626000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1626018.375000 Penalty: 4929.360352
	Iteration 58Q: 3 clusters Score -1626018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1626039.000000 Penalty: 4929.360352
	Iteration 59Q: 3 clusters Score -1626039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -1626056.375000 Penalty: 4929.360352
	Iteration 60F: 3 clusters Score -1626056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1626073.125000 Penalty: 4929.360352
	Iteration 61Q: 3 clusters Score -1626073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1626089.750000 Penalty: 4929.360352
	Iteration 62Q: 3 clusters Score -1626090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1626097.625000 Penalty: 4929.360352
	Iteration 63Q: 3 clusters Score -1626098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1626111.000000 Penalty: 4929.360352
	Iteration 64Q: 3 clusters Score -1626111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1626110.500000 Penalty: 4929.360352
	Iteration 65Q: 3 clusters Score -1626110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1626114.500000 Penalty: 4929.360352
	Iteration 66Q: 3 clusters Score -1626114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1626119.500000 Penalty: 4929.360352
	Iteration 67Q: 3 clusters Score -1626120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1626122.250000 Penalty: 4929.360352
	Iteration 68Q: 3 clusters Score -1626122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1626127.375000 Penalty: 4929.360352
	Iteration 69Q: 3 clusters Score -1626127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1626131.500000 Penalty: 4929.360352
	Iteration 70Q: 3 clusters Score -1626132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1626133.625000 Penalty: 4929.360352
	Iteration 71Q: 3 clusters Score -1626134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1626131.250000 Penalty: 4929.360352
	Iteration 72Q: 3 clusters Score -1626131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1626134.125000 Penalty: 4929.360352
	Iteration 73Q: 3 clusters Score -1626134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1626134.250000 Penalty: 4929.360352
	Iteration 74Q: 3 clusters Score -1626134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1626134.750000 Penalty: 4929.360352
	Iteration 75Q: 3 clusters Score -1626135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1626136.500000 Penalty: 4929.360352
	Iteration 76Q: 3 clusters Score -1626136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1626135.250000 Penalty: 4929.360352
	Iteration 77Q: 3 clusters Score -1626135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1626139.625000 Penalty: 4929.360352
	Iteration 78Q: 3 clusters Score -1626140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1626141.125000 Penalty: 4929.360352
	Iteration 79Q: 3 clusters Score -1626141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1626141.125000 Penalty: 4929.360352
	Iteration 80F: 3 clusters Score -1626141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -378599.156250 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -378599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -374119.593750 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -374119.6 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -375159.875000 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -375159.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -375344.906250 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -375344.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -375460.906250 Penalty: 4214.405762
	Iteration 3Q: 3 clusters Score -375460.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -375556.937500 Penalty: 4214.405762
	Iteration 4Q: 3 clusters Score -375556.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -375640.187500 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -375640.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -375735.468750 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -375735.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -375836.968750 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -375837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -375974.937500 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -375974.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -376148.593750 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -376148.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -376350.125000 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -376350.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -376553.375000 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -376553.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -376714.500000 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -376714.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -376829.218750 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -376829.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -376918.656250 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -376918.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -376973.625000 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -376973.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -377012.625000 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -377012.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -377039.562500 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -377039.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -377059.375000 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -377059.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -377068.968750 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -377069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -377074.968750 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -377075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -377081.125000 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -377081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -377087.906250 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -377087.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -377093.156250 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -377093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -377096.531250 Penalty: 4214.405762
	Iteration 24Q: 3 clusters Score -377096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -377099.125000 Penalty: 4214.405762
	Iteration 25Q: 3 clusters Score -377099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -377100.656250 Penalty: 4214.405762
	Iteration 26Q: 3 clusters Score -377100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -377104.093750 Penalty: 4214.405762
	Iteration 27Q: 3 clusters Score -377104.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -377105.593750 Penalty: 4214.405762
	Iteration 28Q: 3 clusters Score -377105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -377107.375000 Penalty: 4214.405762
	Iteration 29Q: 3 clusters Score -377107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -377108.093750 Penalty: 4214.405762
	Iteration 30Q: 3 clusters Score -377108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -377109.593750 Penalty: 4214.405762
	Iteration 31Q: 3 clusters Score -377109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -377110.062500 Penalty: 4214.405762
	Iteration 32Q: 3 clusters Score -377110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -377109.718750 Penalty: 4214.405762
	Iteration 33Q: 3 clusters Score -377109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -377109.718750 Penalty: 4214.405762
	Iteration 34F: 3 clusters Score -377109.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (37230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Entering Unmasked Estep 
Score: -3081604.500000 Penalty: 2610.167725
	Iteration 0F: 2 clusters Score -3081604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3056121.000000 Penalty: 5220.335449
	Iteration 0F: 3 clusters Score -3056121 nChanged 16941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3065516.500000 Penalty: 5220.335449
	Iteration 1F: 3 clusters Score -3065516 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3066059.750000 Penalty: 5220.335449
	Iteration 2Q: 3 clusters Score -3066060 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -3066569.750000 Penalty: 5220.335449
	Iteration 3Q: 3 clusters Score -3066570 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3067100.750000 Penalty: 5220.335449
	Iteration 4Q: 3 clusters Score -3067101 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3067787.500000 Penalty: 5220.335449
	Iteration 5Q: 3 clusters Score -3067788 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3068571.500000 Penalty: 5220.335449
	Iteration 6Q: 3 clusters Score -3068572 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3069517.500000 Penalty: 5220.335449
	Iteration 7Q: 3 clusters Score -3069518 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3070668.250000 Penalty: 5220.335449
	Iteration 8F: 3 clusters Score -3070668 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3072003.500000 Penalty: 5220.335449
	Iteration 9F: 3 clusters Score -3072004 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3073435.000000 Penalty: 5220.335449
	Iteration 10F: 3 clusters Score -3073435 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3074786.250000 Penalty: 5220.335449
	Iteration 11Q: 3 clusters Score -3074786 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -3076057.750000 Penalty: 5220.335449
	Iteration 12Q: 3 clusters Score -3076058 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -3077069.000000 Penalty: 5220.335449
	Iteration 13Q: 3 clusters Score -3077069 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3077826.500000 Penalty: 5220.335449
	Iteration 14Q: 3 clusters Score -3077826 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -3078299.000000 Penalty: 5220.335449
	Iteration 15Q: 3 clusters Score -3078299 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -3078610.500000 Penalty: 5220.335449
	Iteration 16Q: 3 clusters Score -3078610 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3078816.000000 Penalty: 5220.335449
	Iteration 17Q: 3 clusters Score -3078816 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -3078956.250000 Penalty: 5220.335449
	Iteration 18Q: 3 clusters Score -3078956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3079048.000000 Penalty: 5220.335449
	Iteration 19Q: 3 clusters Score -3079048 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -3079121.000000 Penalty: 5220.335449
	Iteration 20F: 3 clusters Score -3079121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -3079172.000000 Penalty: 5220.335449
	Iteration 21Q: 3 clusters Score -3079172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3079208.500000 Penalty: 5220.335449
	Iteration 22Q: 3 clusters Score -3079208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -3079244.250000 Penalty: 5220.335449
	Iteration 23Q: 3 clusters Score -3079244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -3079267.000000 Penalty: 5220.335449
	Iteration 24Q: 3 clusters Score -3079267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -3079277.250000 Penalty: 5220.335449
	Iteration 25Q: 3 clusters Score -3079277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -3079287.000000 Penalty: 5220.335449
	Iteration 26Q: 3 clusters Score -3079287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -3079300.000000 Penalty: 5220.335449
	Iteration 27Q: 3 clusters Score -3079300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -3079301.750000 Penalty: 5220.335449
	Iteration 28Q: 3 clusters Score -3079302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -3079306.500000 Penalty: 5220.335449
	Iteration 29Q: 3 clusters Score -3079306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -3079306.250000 Penalty: 5220.335449
	Iteration 30Q: 3 clusters Score -3079306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -3079307.250000 Penalty: 5220.335449
	Iteration 31Q: 3 clusters Score -3079307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -3079307.250000 Penalty: 5220.335449
	Iteration 32F: 3 clusters Score -3079307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Entering Unmasked Estep 
Score: -2489013.500000 Penalty: 2556.529297
	Iteration 0F: 2 clusters Score -2489014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2468479.000000 Penalty: 5113.058594
	Iteration 0F: 3 clusters Score -2468479 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2475815.000000 Penalty: 5113.058594
	Iteration 1F: 3 clusters Score -2475815 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2476213.250000 Penalty: 5113.058594
	Iteration 2Q: 3 clusters Score -2476213 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2476523.250000 Penalty: 5113.058594
	Iteration 3Q: 3 clusters Score -2476523 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2476768.000000 Penalty: 5113.058594
	Iteration 4Q: 3 clusters Score -2476768 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2477033.500000 Penalty: 5113.058594
	Iteration 5Q: 3 clusters Score -2477034 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2477321.750000 Penalty: 5113.058594
	Iteration 6Q: 3 clusters Score -2477322 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2477630.250000 Penalty: 5113.058594
	Iteration 7Q: 3 clusters Score -2477630 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2478044.750000 Penalty: 5113.058594
	Iteration 8Q: 3 clusters Score -2478045 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2478539.000000 Penalty: 5113.058594
	Iteration 9Q: 3 clusters Score -2478539 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2479271.250000 Penalty: 5113.058594
	Iteration 10Q: 3 clusters Score -2479271 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2480198.000000 Penalty: 5113.058594
	Iteration 11Q: 3 clusters Score -2480198 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2481274.500000 Penalty: 5113.058594
	Iteration 12F: 3 clusters Score -2481274 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2482278.250000 Penalty: 5113.058594
	Iteration 13F: 3 clusters Score -2482278 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2482913.500000 Penalty: 5113.058594
	Iteration 14Q: 3 clusters Score -2482914 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2483166.750000 Penalty: 5113.058594
	Iteration 15Q: 3 clusters Score -2483167 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2483307.000000 Penalty: 5113.058594
	Iteration 16Q: 3 clusters Score -2483307 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2483397.000000 Penalty: 5113.058594
	Iteration 17Q: 3 clusters Score -2483397 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2483474.500000 Penalty: 5113.058594
	Iteration 18Q: 3 clusters Score -2483474 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2483550.250000 Penalty: 5113.058594
	Iteration 19Q: 3 clusters Score -2483550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2483599.750000 Penalty: 5113.058594
	Iteration 20F: 3 clusters Score -2483600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2483658.000000 Penalty: 5113.058594
	Iteration 21Q: 3 clusters Score -2483658 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2483712.250000 Penalty: 5113.058594
	Iteration 22Q: 3 clusters Score -2483712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2483758.250000 Penalty: 5113.058594
	Iteration 23Q: 3 clusters Score -2483758 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2483794.000000 Penalty: 5113.058594
	Iteration 24Q: 3 clusters Score -2483794 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2483825.000000 Penalty: 5113.058594
	Iteration 25Q: 3 clusters Score -2483825 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2483849.750000 Penalty: 5113.058594
	Iteration 26Q: 3 clusters Score -2483850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2483877.000000 Penalty: 5113.058594
	Iteration 27Q: 3 clusters Score -2483877 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2483901.000000 Penalty: 5113.058594
	Iteration 28Q: 3 clusters Score -2483901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2483914.750000 Penalty: 5113.058594
	Iteration 29Q: 3 clusters Score -2483915 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2483940.500000 Penalty: 5113.058594
	Iteration 30Q: 3 clusters Score -2483940 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2483972.000000 Penalty: 5113.058594
	Iteration 31Q: 3 clusters Score -2483972 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2483991.750000 Penalty: 5113.058594
	Iteration 32Q: 3 clusters Score -2483992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2484028.000000 Penalty: 5113.058594
	Iteration 33Q: 3 clusters Score -2484028 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2484071.000000 Penalty: 5113.058594
	Iteration 34Q: 3 clusters Score -2484071 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2484115.750000 Penalty: 5113.058594
	Iteration 35Q: 3 clusters Score -2484116 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2484165.750000 Penalty: 5113.058594
	Iteration 36Q: 3 clusters Score -2484166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2484204.250000 Penalty: 5113.058594
	Iteration 37Q: 3 clusters Score -2484204 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2484273.750000 Penalty: 5113.058594
	Iteration 38Q: 3 clusters Score -2484274 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2484341.000000 Penalty: 5113.058594
	Iteration 39Q: 3 clusters Score -2484341 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2484407.000000 Penalty: 5113.058594
	Iteration 40F: 3 clusters Score -2484407 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2484479.500000 Penalty: 5113.058594
	Iteration 41Q: 3 clusters Score -2484480 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2484546.500000 Penalty: 5113.058594
	Iteration 42Q: 3 clusters Score -2484546 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2484603.000000 Penalty: 5113.058594
	Iteration 43Q: 3 clusters Score -2484603 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2484657.750000 Penalty: 5113.058594
	Iteration 44Q: 3 clusters Score -2484658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2484712.000000 Penalty: 5113.058594
	Iteration 45Q: 3 clusters Score -2484712 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2484760.000000 Penalty: 5113.058594
	Iteration 46Q: 3 clusters Score -2484760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2484807.500000 Penalty: 5113.058594
	Iteration 47Q: 3 clusters Score -2484808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2484841.250000 Penalty: 5113.058594
	Iteration 48Q: 3 clusters Score -2484841 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2484882.500000 Penalty: 5113.058594
	Iteration 49Q: 3 clusters Score -2484882 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2484906.500000 Penalty: 5113.058594
	Iteration 50Q: 3 clusters Score -2484906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2484937.250000 Penalty: 5113.058594
	Iteration 51Q: 3 clusters Score -2484937 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2484963.000000 Penalty: 5113.058594
	Iteration 52Q: 3 clusters Score -2484963 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2484979.000000 Penalty: 5113.058594
	Iteration 53Q: 3 clusters Score -2484979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2485006.500000 Penalty: 5113.058594
	Iteration 54Q: 3 clusters Score -2485006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2485032.500000 Penalty: 5113.058594
	Iteration 55Q: 3 clusters Score -2485032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2485048.000000 Penalty: 5113.058594
	Iteration 56Q: 3 clusters Score -2485048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2485073.250000 Penalty: 5113.058594
	Iteration 57Q: 3 clusters Score -2485073 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2485093.250000 Penalty: 5113.058594
	Iteration 58Q: 3 clusters Score -2485093 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2485122.500000 Penalty: 5113.058594
	Iteration 59Q: 3 clusters Score -2485122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2485149.500000 Penalty: 5113.058594
	Iteration 60F: 3 clusters Score -2485150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2485167.500000 Penalty: 5113.058594
	Iteration 61Q: 3 clusters Score -2485168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2485200.000000 Penalty: 5113.058594
	Iteration 62Q: 3 clusters Score -2485200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2485224.250000 Penalty: 5113.058594
	Iteration 63Q: 3 clusters Score -2485224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2485255.500000 Penalty: 5113.058594
	Iteration 64Q: 3 clusters Score -2485256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2485284.750000 Penalty: 5113.058594
	Iteration 65Q: 3 clusters Score -2485285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2485309.250000 Penalty: 5113.058594
	Iteration 66Q: 3 clusters Score -2485309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2485330.750000 Penalty: 5113.058594
	Iteration 67Q: 3 clusters Score -2485331 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2485370.250000 Penalty: 5113.058594
	Iteration 68Q: 3 clusters Score -2485370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2485409.250000 Penalty: 5113.058594
	Iteration 69Q: 3 clusters Score -2485409 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2485457.250000 Penalty: 5113.058594
	Iteration 70Q: 3 clusters Score -2485457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2485489.750000 Penalty: 5113.058594
	Iteration 71Q: 3 clusters Score -2485490 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2485515.750000 Penalty: 5113.058594
	Iteration 72Q: 3 clusters Score -2485516 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2485543.000000 Penalty: 5113.058594
	Iteration 73Q: 3 clusters Score -2485543 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2485569.500000 Penalty: 5113.058594
	Iteration 74Q: 3 clusters Score -2485570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2485615.250000 Penalty: 5113.058594
	Iteration 75Q: 3 clusters Score -2485615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2485655.750000 Penalty: 5113.058594
	Iteration 76Q: 3 clusters Score -2485656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2485680.000000 Penalty: 5113.058594
	Iteration 77Q: 3 clusters Score -2485680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2485719.500000 Penalty: 5113.058594
	Iteration 78Q: 3 clusters Score -2485720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2485755.000000 Penalty: 5113.058594
	Iteration 79Q: 3 clusters Score -2485755 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2485782.250000 Penalty: 5113.058594
	Iteration 80F: 3 clusters Score -2485782 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2485802.500000 Penalty: 5113.058594
	Iteration 81Q: 3 clusters Score -2485802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2485823.750000 Penalty: 5113.058594
	Iteration 82Q: 3 clusters Score -2485824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2485846.500000 Penalty: 5113.058594
	Iteration 83Q: 3 clusters Score -2485846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2485863.500000 Penalty: 5113.058594
	Iteration 84Q: 3 clusters Score -2485864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2485883.750000 Penalty: 5113.058594
	Iteration 85Q: 3 clusters Score -2485884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2485896.500000 Penalty: 5113.058594
	Iteration 86Q: 3 clusters Score -2485896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2485916.250000 Penalty: 5113.058594
	Iteration 87Q: 3 clusters Score -2485916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2485943.250000 Penalty: 5113.058594
	Iteration 88Q: 3 clusters Score -2485943 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2485968.000000 Penalty: 5113.058594
	Iteration 89Q: 3 clusters Score -2485968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2485999.750000 Penalty: 5113.058594
	Iteration 90Q: 3 clusters Score -2486000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2486035.750000 Penalty: 5113.058594
	Iteration 91Q: 3 clusters Score -2486036 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2486075.250000 Penalty: 5113.058594
	Iteration 92Q: 3 clusters Score -2486075 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2486103.000000 Penalty: 5113.058594
	Iteration 93Q: 3 clusters Score -2486103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2486155.250000 Penalty: 5113.058594
	Iteration 94Q: 3 clusters Score -2486155 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2486208.500000 Penalty: 5113.058594
	Iteration 95Q: 3 clusters Score -2486208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2486264.500000 Penalty: 5113.058594
	Iteration 96Q: 3 clusters Score -2486264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2486303.250000 Penalty: 5113.058594
	Iteration 97Q: 3 clusters Score -2486303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2486343.750000 Penalty: 5113.058594
	Iteration 98Q: 3 clusters Score -2486344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2486366.750000 Penalty: 5113.058594
	Iteration 99Q: 3 clusters Score -2486367 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2486405.750000 Penalty: 5113.058594
	Iteration 100F: 3 clusters Score -2486406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2486430.500000 Penalty: 5113.058594
	Iteration 101Q: 3 clusters Score -2486430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2486469.250000 Penalty: 5113.058594
	Iteration 102Q: 3 clusters Score -2486469 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2486501.000000 Penalty: 5113.058594
	Iteration 103Q: 3 clusters Score -2486501 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2486530.500000 Penalty: 5113.058594
	Iteration 104Q: 3 clusters Score -2486530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2486568.500000 Penalty: 5113.058594
	Iteration 105Q: 3 clusters Score -2486568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2486591.250000 Penalty: 5113.058594
	Iteration 106Q: 3 clusters Score -2486591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2486610.000000 Penalty: 5113.058594
	Iteration 107Q: 3 clusters Score -2486610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2486629.500000 Penalty: 5113.058594
	Iteration 108Q: 3 clusters Score -2486630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2486639.000000 Penalty: 5113.058594
	Iteration 109Q: 3 clusters Score -2486639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2486645.500000 Penalty: 5113.058594
	Iteration 110Q: 3 clusters Score -2486646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2486655.750000 Penalty: 5113.058594
	Iteration 111Q: 3 clusters Score -2486656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2486663.500000 Penalty: 5113.058594
	Iteration 112Q: 3 clusters Score -2486664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2486670.250000 Penalty: 5113.058594
	Iteration 113Q: 3 clusters Score -2486670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2486674.500000 Penalty: 5113.058594
	Iteration 114Q: 3 clusters Score -2486674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2486682.750000 Penalty: 5113.058594
	Iteration 115Q: 3 clusters Score -2486683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2486689.500000 Penalty: 5113.058594
	Iteration 116Q: 3 clusters Score -2486690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2486698.750000 Penalty: 5113.058594
	Iteration 117Q: 3 clusters Score -2486699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2486703.750000 Penalty: 5113.058594
	Iteration 118Q: 3 clusters Score -2486704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2486710.500000 Penalty: 5113.058594
	Iteration 119Q: 3 clusters Score -2486710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2486717.250000 Penalty: 5113.058594
	Iteration 120F: 3 clusters Score -2486717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2486717.750000 Penalty: 5113.058594
	Iteration 121Q: 3 clusters Score -2486718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2486723.750000 Penalty: 5113.058594
	Iteration 122Q: 3 clusters Score -2486724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2486728.750000 Penalty: 5113.058594
	Iteration 123Q: 3 clusters Score -2486729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2486737.250000 Penalty: 5113.058594
	Iteration 124Q: 3 clusters Score -2486737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2486746.500000 Penalty: 5113.058594
	Iteration 125Q: 3 clusters Score -2486746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2486745.500000 Penalty: 5113.058594
	Iteration 126Q: 3 clusters Score -2486746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2486753.000000 Penalty: 5113.058594
	Iteration 127Q: 3 clusters Score -2486753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2486752.500000 Penalty: 5113.058594
	Iteration 128Q: 3 clusters Score -2486752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2486750.250000 Penalty: 5113.058594
	Iteration 129Q: 3 clusters Score -2486750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2486752.750000 Penalty: 5113.058594
	Iteration 130Q: 3 clusters Score -2486753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2486756.750000 Penalty: 5113.058594
	Iteration 131Q: 3 clusters Score -2486757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2486760.000000 Penalty: 5113.058594
	Iteration 132Q: 3 clusters Score -2486760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2486760.000000 Penalty: 5113.058594
	Iteration 133Q: 3 clusters Score -2486760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2486760.000000 Penalty: 5113.058594
	Iteration 134F: 3 clusters Score -2486760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Entering Unmasked Estep 
Score: -1626357.750000 Penalty: 2460.159912
	Iteration 0F: 2 clusters Score -1626358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1612024.750000 Penalty: 4920.319824
	Iteration 0F: 3 clusters Score -1612025 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1616858.000000 Penalty: 4920.319824
	Iteration 1F: 3 clusters Score -1616858 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1617208.125000 Penalty: 4920.319824
	Iteration 2F: 3 clusters Score -1617208 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1617453.750000 Penalty: 4920.319824
	Iteration 3Q: 3 clusters Score -1617454 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1617662.625000 Penalty: 4920.319824
	Iteration 4Q: 3 clusters Score -1617663 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1617890.750000 Penalty: 4920.319824
	Iteration 5Q: 3 clusters Score -1617891 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1618149.250000 Penalty: 4920.319824
	Iteration 6Q: 3 clusters Score -1618149 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1618501.125000 Penalty: 4920.319824
	Iteration 7Q: 3 clusters Score -1618501 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1618962.125000 Penalty: 4920.319824
	Iteration 8Q: 3 clusters Score -1618962 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1619595.000000 Penalty: 4920.319824
	Iteration 9F: 3 clusters Score -1619595 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1620416.500000 Penalty: 4920.319824
	Iteration 10F: 3 clusters Score -1620416 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1621422.000000 Penalty: 4920.319824
	Iteration 11F: 3 clusters Score -1621422 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1622432.000000 Penalty: 4920.319824
	Iteration 12F: 3 clusters Score -1622432 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1623154.750000 Penalty: 4920.319824
	Iteration 13Q: 3 clusters Score -1623155 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1623586.000000 Penalty: 4920.319824
	Iteration 14Q: 3 clusters Score -1623586 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1623823.875000 Penalty: 4920.319824
	Iteration 15Q: 3 clusters Score -1623824 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1623964.250000 Penalty: 4920.319824
	Iteration 16Q: 3 clusters Score -1623964 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1624064.125000 Penalty: 4920.319824
	Iteration 17Q: 3 clusters Score -1624064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1624128.375000 Penalty: 4920.319824
	Iteration 18Q: 3 clusters Score -1624128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1624165.500000 Penalty: 4920.319824
	Iteration 19Q: 3 clusters Score -1624166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1624190.500000 Penalty: 4920.319824
	Iteration 20F: 3 clusters Score -1624190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1624217.000000 Penalty: 4920.319824
	Iteration 21Q: 3 clusters Score -1624217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1624239.625000 Penalty: 4920.319824
	Iteration 22Q: 3 clusters Score -1624240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1624249.125000 Penalty: 4920.319824
	Iteration 23Q: 3 clusters Score -1624249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1624256.000000 Penalty: 4920.319824
	Iteration 24Q: 3 clusters Score -1624256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1624269.500000 Penalty: 4920.319824
	Iteration 25Q: 3 clusters Score -1624270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1624275.375000 Penalty: 4920.319824
	Iteration 26Q: 3 clusters Score -1624275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1624284.000000 Penalty: 4920.319824
	Iteration 27Q: 3 clusters Score -1624284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1624287.750000 Penalty: 4920.319824
	Iteration 28Q: 3 clusters Score -1624288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1624289.875000 Penalty: 4920.319824
	Iteration 29Q: 3 clusters Score -1624290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1624292.625000 Penalty: 4920.319824
	Iteration 30Q: 3 clusters Score -1624293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1624291.000000 Penalty: 4920.319824
	Iteration 31Q: 3 clusters Score -1624291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1624293.250000 Penalty: 4920.319824
	Iteration 32Q: 3 clusters Score -1624293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1624293.250000 Penalty: 4920.319824
	Iteration 33F: 3 clusters Score -1624293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Entering Unmasked Estep 
Score: -1768226.625000 Penalty: 2472.322021
	Iteration 0F: 2 clusters Score -1768227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1753326.875000 Penalty: 4944.644043
	Iteration 0F: 3 clusters Score -1753327 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1758286.500000 Penalty: 4944.644043
	Iteration 1F: 3 clusters Score -1758286 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1758646.625000 Penalty: 4944.644043
	Iteration 2Q: 3 clusters Score -1758647 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1758953.250000 Penalty: 4944.644043
	Iteration 3Q: 3 clusters Score -1758953 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1759259.125000 Penalty: 4944.644043
	Iteration 4Q: 3 clusters Score -1759259 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1759643.500000 Penalty: 4944.644043
	Iteration 5Q: 3 clusters Score -1759644 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1760188.750000 Penalty: 4944.644043
	Iteration 6Q: 3 clusters Score -1760189 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1760971.875000 Penalty: 4944.644043
	Iteration 7F: 3 clusters Score -1760972 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1762049.125000 Penalty: 4944.644043
	Iteration 8F: 3 clusters Score -1762049 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1763332.000000 Penalty: 4944.644043
	Iteration 9F: 3 clusters Score -1763332 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1764486.625000 Penalty: 4944.644043
	Iteration 10F: 3 clusters Score -1764487 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1765288.375000 Penalty: 4944.644043
	Iteration 11Q: 3 clusters Score -1765288 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -1765689.250000 Penalty: 4944.644043
	Iteration 12Q: 3 clusters Score -1765689 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -1765859.875000 Penalty: 4944.644043
	Iteration 13Q: 3 clusters Score -1765860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -1765961.875000 Penalty: 4944.644043
	Iteration 14Q: 3 clusters Score -1765962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -1766004.875000 Penalty: 4944.644043
	Iteration 15Q: 3 clusters Score -1766005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -1766033.500000 Penalty: 4944.644043
	Iteration 16Q: 3 clusters Score -1766034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -1766055.250000 Penalty: 4944.644043
	Iteration 17Q: 3 clusters Score -1766055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1766068.000000 Penalty: 4944.644043
	Iteration 18Q: 3 clusters Score -1766068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1766077.750000 Penalty: 4944.644043
	Iteration 19Q: 3 clusters Score -1766078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -1766088.875000 Penalty: 4944.644043
	Iteration 20F: 3 clusters Score -1766089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1766097.625000 Penalty: 4944.644043
	Iteration 21Q: 3 clusters Score -1766098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -1766100.125000 Penalty: 4944.644043
	Iteration 22Q: 3 clusters Score -1766100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -1766105.750000 Penalty: 4944.644043
	Iteration 23Q: 3 clusters Score -1766106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -1766105.875000 Penalty: 4944.644043
	Iteration 24Q: 3 clusters Score -1766106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -1766105.875000 Penalty: 4944.644043
	Iteration 25F: 3 clusters Score -1766106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -56175.152344 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -56175.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -54344.097656 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -54344.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -54697.496094 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -54697.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54837.109375 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -54837.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -54921.859375 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -54921.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -55014.062500 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -55014.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -55077.945312 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -55077.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -55120.937500 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -55120.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -55155.253906 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -55155.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -55192.222656 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -55192.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -55246.406250 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -55246.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -55326.128906 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -55326.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -55371.949219 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -55371.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -55398.250000 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -55398.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -55418.273438 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -55418.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -55426.050781 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -55426.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -55433.937500 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -55433.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -55439.695312 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -55439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -55446.484375 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -55446.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -55454.761719 Penalty: 3396.610596
	Iteration 18Q: 3 clusters Score -55454.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -55458.730469 Penalty: 3396.610596
	Iteration 19Q: 3 clusters Score -55458.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -55458.730469 Penalty: 3396.610596
	Iteration 20F: 3 clusters Score -55458.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -101195.000000 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -101195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99013.812500 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -99013.81 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99342.625000 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -99342.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99432.460938 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -99432.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -99474.226562 Penalty: 3571.780762
	Iteration 3Q: 3 clusters Score -99474.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99494.562500 Penalty: 3571.780762
	Iteration 4Q: 3 clusters Score -99494.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99514.148438 Penalty: 3571.780762
	Iteration 5Q: 3 clusters Score -99514.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99528.351562 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -99528.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99538.617188 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -99538.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99544.843750 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -99544.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99553.320312 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -99553.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99560.968750 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -99560.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99562.078125 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -99562.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99562.078125 Penalty: 3571.780762
	Iteration 12F: 3 clusters Score -99562.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Entering Unmasked Estep 
Score: -503046.062500 Penalty: 2169.815674
	Iteration 0F: 2 clusters Score -503046.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -497731.875000 Penalty: 4339.631348
	Iteration 0F: 3 clusters Score -497731.9 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -499067.593750 Penalty: 4339.631348
	Iteration 1F: 3 clusters Score -499067.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -499307.406250 Penalty: 4339.631348
	Iteration 2F: 3 clusters Score -499307.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -499476.031250 Penalty: 4339.631348
	Iteration 3Q: 3 clusters Score -499476 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -499615.875000 Penalty: 4339.631348
	Iteration 4Q: 3 clusters Score -499615.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -499726.156250 Penalty: 4339.631348
	Iteration 5Q: 3 clusters Score -499726.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -499834.593750 Penalty: 4339.631348
	Iteration 6Q: 3 clusters Score -499834.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -499951.437500 Penalty: 4339.631348
	Iteration 7Q: 3 clusters Score -499951.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -500071.437500 Penalty: 4339.631348
	Iteration 8Q: 3 clusters Score -500071.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -500181.250000 Penalty: 4339.631348
	Iteration 9Q: 3 clusters Score -500181.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -500297.500000 Penalty: 4339.631348
	Iteration 10Q: 3 clusters Score -500297.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -500407.250000 Penalty: 4339.631348
	Iteration 11Q: 3 clusters Score -500407.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -500499.531250 Penalty: 4339.631348
	Iteration 12Q: 3 clusters Score -500499.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -500576.812500 Penalty: 4339.631348
	Iteration 13Q: 3 clusters Score -500576.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -500639.093750 Penalty: 4339.631348
	Iteration 14Q: 3 clusters Score -500639.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -500704.406250 Penalty: 4339.631348
	Iteration 15Q: 3 clusters Score -500704.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -500759.656250 Penalty: 4339.631348
	Iteration 16Q: 3 clusters Score -500759.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -500802.156250 Penalty: 4339.631348
	Iteration 17Q: 3 clusters Score -500802.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -500836.968750 Penalty: 4339.631348
	Iteration 18Q: 3 clusters Score -500837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -500870.406250 Penalty: 4339.631348
	Iteration 19Q: 3 clusters Score -500870.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -500904.906250 Penalty: 4339.631348
	Iteration 20F: 3 clusters Score -500904.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -500936.625000 Penalty: 4339.631348
	Iteration 21Q: 3 clusters Score -500936.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -500967.937500 Penalty: 4339.631348
	Iteration 22Q: 3 clusters Score -500967.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -500999.312500 Penalty: 4339.631348
	Iteration 23Q: 3 clusters Score -500999.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -501033.343750 Penalty: 4339.631348
	Iteration 24Q: 3 clusters Score -501033.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -501069.093750 Penalty: 4339.631348
	Iteration 25Q: 3 clusters Score -501069.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -501106.156250 Penalty: 4339.631348
	Iteration 26Q: 3 clusters Score -501106.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -501139.031250 Penalty: 4339.631348
	Iteration 27Q: 3 clusters Score -501139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -501166.562500 Penalty: 4339.631348
	Iteration 28Q: 3 clusters Score -501166.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -501195.437500 Penalty: 4339.631348
	Iteration 29Q: 3 clusters Score -501195.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -501217.562500 Penalty: 4339.631348
	Iteration 30Q: 3 clusters Score -501217.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -501242.031250 Penalty: 4339.631348
	Iteration 31Q: 3 clusters Score -501242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -501268.437500 Penalty: 4339.631348
	Iteration 32Q: 3 clusters Score -501268.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -501296.156250 Penalty: 4339.631348
	Iteration 33Q: 3 clusters Score -501296.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -501318.687500 Penalty: 4339.631348
	Iteration 34Q: 3 clusters Score -501318.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -501335.343750 Penalty: 4339.631348
	Iteration 35Q: 3 clusters Score -501335.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -501350.375000 Penalty: 4339.631348
	Iteration 36Q: 3 clusters Score -501350.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -501364.625000 Penalty: 4339.631348
	Iteration 37Q: 3 clusters Score -501364.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -501380.000000 Penalty: 4339.631348
	Iteration 38Q: 3 clusters Score -501380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -501393.187500 Penalty: 4339.631348
	Iteration 39Q: 3 clusters Score -501393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -501402.312500 Penalty: 4339.631348
	Iteration 40F: 3 clusters Score -501402.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -501410.906250 Penalty: 4339.631348
	Iteration 41Q: 3 clusters Score -501410.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -501416.906250 Penalty: 4339.631348
	Iteration 42Q: 3 clusters Score -501416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -501422.968750 Penalty: 4339.631348
	Iteration 43Q: 3 clusters Score -501423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -501426.781250 Penalty: 4339.631348
	Iteration 44Q: 3 clusters Score -501426.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501431.156250 Penalty: 4339.631348
	Iteration 45Q: 3 clusters Score -501431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -501434.562500 Penalty: 4339.631348
	Iteration 46Q: 3 clusters Score -501434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -501439.875000 Penalty: 4339.631348
	Iteration 47Q: 3 clusters Score -501439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -501444.718750 Penalty: 4339.631348
	Iteration 48Q: 3 clusters Score -501444.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -501449.906250 Penalty: 4339.631348
	Iteration 49Q: 3 clusters Score -501449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -501452.312500 Penalty: 4339.631348
	Iteration 50Q: 3 clusters Score -501452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -501454.250000 Penalty: 4339.631348
	Iteration 51Q: 3 clusters Score -501454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -501455.843750 Penalty: 4339.631348
	Iteration 52Q: 3 clusters Score -501455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -501458.500000 Penalty: 4339.631348
	Iteration 53Q: 3 clusters Score -501458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -501460.593750 Penalty: 4339.631348
	Iteration 54Q: 3 clusters Score -501460.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -501461.281250 Penalty: 4339.631348
	Iteration 55Q: 3 clusters Score -501461.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -501465.437500 Penalty: 4339.631348
	Iteration 56Q: 3 clusters Score -501465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -501468.093750 Penalty: 4339.631348
	Iteration 57Q: 3 clusters Score -501468.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -501472.593750 Penalty: 4339.631348
	Iteration 58Q: 3 clusters Score -501472.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -501478.406250 Penalty: 4339.631348
	Iteration 59Q: 3 clusters Score -501478.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -501482.343750 Penalty: 4339.631348
	Iteration 60F: 3 clusters Score -501482.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -501485.687500 Penalty: 4339.631348
	Iteration 61Q: 3 clusters Score -501485.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -501490.468750 Penalty: 4339.631348
	Iteration 62Q: 3 clusters Score -501490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -501494.562500 Penalty: 4339.631348
	Iteration 63Q: 3 clusters Score -501494.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -501497.375000 Penalty: 4339.631348
	Iteration 64Q: 3 clusters Score -501497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -501498.375000 Penalty: 4339.631348
	Iteration 65Q: 3 clusters Score -501498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -501500.343750 Penalty: 4339.631348
	Iteration 66Q: 3 clusters Score -501500.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -501503.000000 Penalty: 4339.631348
	Iteration 67Q: 3 clusters Score -501503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -501505.250000 Penalty: 4339.631348
	Iteration 68Q: 3 clusters Score -501505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -501506.125000 Penalty: 4339.631348
	Iteration 69Q: 3 clusters Score -501506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -501509.000000 Penalty: 4339.631348
	Iteration 70Q: 3 clusters Score -501509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -501509.406250 Penalty: 4339.631348
	Iteration 71Q: 3 clusters Score -501509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -501510.843750 Penalty: 4339.631348
	Iteration 72Q: 3 clusters Score -501510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -501511.906250 Penalty: 4339.631348
	Iteration 73Q: 3 clusters Score -501511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -501512.000000 Penalty: 4339.631348
	Iteration 74Q: 3 clusters Score -501512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -501511.937500 Penalty: 4339.631348
	Iteration 75Q: 3 clusters Score -501511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -501512.093750 Penalty: 4339.631348
	Iteration 76Q: 3 clusters Score -501512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -501513.125000 Penalty: 4339.631348
	Iteration 77Q: 3 clusters Score -501513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -501513.125000 Penalty: 4339.631348
	Iteration 78F: 3 clusters Score -501513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 20610 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 89557 members 
Mstep: Class 6 contains 18490 members 
Mstep: Class 7 contains 7729 members 
Mstep: Class 8 contains 162784 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 29930 members 
Mstep: Class 12 contains 13414 members 
Mstep: Class 13 contains 21807 members 
Mstep: Class 14 contains 233209 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 18719 members 
Mstep: Class 18 contains 98666 members 
Mstep: Class 19 contains 848425 members 
Mstep: Class 20 contains 13374 members 
Mstep: Class 21 contains 16017 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33139 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20707 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37230 members 
Mstep: Class 29 contains 29989 members 
Mstep: Class 30 contains 20333 members 
Mstep: Class 31 contains 21355 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784928.000000 Penalty: 121549.570312
Iteration 159Q: 35 clusters Score -1.427849e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 20607 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 89499 members 
Mstep: Class 6 contains 18491 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162773 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 29934 members 
Mstep: Class 12 contains 13412 members 
Mstep: Class 13 contains 21789 members 
Mstep: Class 14 contains 233376 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 18715 members 
Mstep: Class 18 contains 98647 members 
Mstep: Class 19 contains 848395 members 
Mstep: Class 20 contains 13365 members 
Mstep: Class 21 contains 16017 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33148 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20715 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37210 members 
Mstep: Class 29 contains 29977 members 
Mstep: Class 30 contains 20342 members 
Mstep: Class 31 contains 21340 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785072.000000 Penalty: 121549.570312
Iteration 160F: 35 clusters Score -1.427851e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20607 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 89437 members 
Mstep: Class 6 contains 18490 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162763 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4181 members 
Mstep: Class 11 contains 29941 members 
Mstep: Class 12 contains 13410 members 
Mstep: Class 13 contains 21776 members 
Mstep: Class 14 contains 233551 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 18716 members 
Mstep: Class 18 contains 98630 members 
Mstep: Class 19 contains 848366 members 
Mstep: Class 20 contains 13358 members 
Mstep: Class 21 contains 16012 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33157 members 
Mstep: Class 25 contains 8606 members 
Mstep: Class 26 contains 20725 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37187 members 
Mstep: Class 29 contains 29961 members 
Mstep: Class 30 contains 20352 members 
Mstep: Class 31 contains 21314 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785008.000000 Penalty: 121549.570312
Iteration 161Q: 35 clusters Score -1.42785e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 20611 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 89389 members 
Mstep: Class 6 contains 18491 members 
Mstep: Class 7 contains 7734 members 
Mstep: Class 8 contains 162758 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 29943 members 
Mstep: Class 12 contains 13405 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 14 contains 233707 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 18719 members 
Mstep: Class 18 contains 98621 members 
Mstep: Class 19 contains 848324 members 
Mstep: Class 20 contains 13354 members 
Mstep: Class 21 contains 16009 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33167 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20731 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37173 members 
Mstep: Class 29 contains 29947 members 
Mstep: Class 30 contains 20360 members 
Mstep: Class 31 contains 21295 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784960.000000 Penalty: 121549.570312
Iteration 162Q: 35 clusters Score -1.42785e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 20616 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 89333 members 
Mstep: Class 6 contains 18492 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 162759 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 29951 members 
Mstep: Class 12 contains 13403 members 
Mstep: Class 13 contains 21720 members 
Mstep: Class 14 contains 233876 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 18720 members 
Mstep: Class 18 contains 98609 members 
Mstep: Class 19 contains 848287 members 
Mstep: Class 20 contains 13349 members 
Mstep: Class 21 contains 16007 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33178 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20734 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37150 members 
Mstep: Class 29 contains 29934 members 
Mstep: Class 30 contains 20370 members 
Mstep: Class 31 contains 21269 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784912.000000 Penalty: 121549.570312
Iteration 163Q: 35 clusters Score -1.427849e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20618 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 89277 members 
Mstep: Class 6 contains 18492 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162754 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 29956 members 
Mstep: Class 12 contains 13400 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 234042 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 18726 members 
Mstep: Class 18 contains 98602 members 
Mstep: Class 19 contains 848256 members 
Mstep: Class 20 contains 13344 members 
Mstep: Class 21 contains 16001 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33188 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20738 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37125 members 
Mstep: Class 29 contains 29910 members 
Mstep: Class 30 contains 20379 members 
Mstep: Class 31 contains 21254 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785040.000000 Penalty: 121549.570312
Iteration 164Q: 35 clusters Score -1.42785e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20620 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14042 members 
Mstep: Class 5 contains 89234 members 
Mstep: Class 6 contains 18496 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162744 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 29958 members 
Mstep: Class 12 contains 13398 members 
Mstep: Class 13 contains 21682 members 
Mstep: Class 14 contains 234190 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 18730 members 
Mstep: Class 18 contains 98590 members 
Mstep: Class 19 contains 848232 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 15995 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33196 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20744 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37099 members 
Mstep: Class 29 contains 29891 members 
Mstep: Class 30 contains 20390 members 
Mstep: Class 31 contains 21238 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784800.000000 Penalty: 121549.570312
Iteration 165Q: 35 clusters Score -1.427848e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 20619 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14043 members 
Mstep: Class 5 contains 89176 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162730 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4178 members 
Mstep: Class 11 contains 29962 members 
Mstep: Class 12 contains 13397 members 
Mstep: Class 13 contains 21660 members 
Mstep: Class 14 contains 234339 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 18732 members 
Mstep: Class 18 contains 98584 members 
Mstep: Class 19 contains 848206 members 
Mstep: Class 20 contains 13324 members 
Mstep: Class 21 contains 15994 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33211 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20751 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37082 members 
Mstep: Class 29 contains 29871 members 
Mstep: Class 30 contains 20400 members 
Mstep: Class 31 contains 21224 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784912.000000 Penalty: 121549.570312
Iteration 166Q: 35 clusters Score -1.427849e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 20614 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 89123 members 
Mstep: Class 6 contains 18498 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162719 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4180 members 
Mstep: Class 11 contains 29965 members 
Mstep: Class 12 contains 13396 members 
Mstep: Class 13 contains 21640 members 
Mstep: Class 14 contains 234471 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 18738 members 
Mstep: Class 18 contains 98577 members 
Mstep: Class 19 contains 848180 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 15992 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33218 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20757 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37069 members 
Mstep: Class 29 contains 29855 members 
Mstep: Class 30 contains 20410 members 
Mstep: Class 31 contains 21220 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784944.000000 Penalty: 121549.570312
Iteration 167Q: 35 clusters Score -1.427849e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 20611 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 89081 members 
Mstep: Class 6 contains 18499 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162708 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4183 members 
Mstep: Class 11 contains 29970 members 
Mstep: Class 12 contains 13395 members 
Mstep: Class 13 contains 21623 members 
Mstep: Class 14 contains 234584 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 18742 members 
Mstep: Class 18 contains 98574 members 
Mstep: Class 19 contains 848151 members 
Mstep: Class 20 contains 13309 members 
Mstep: Class 21 contains 15989 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33226 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20762 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37063 members 
Mstep: Class 29 contains 29838 members 
Mstep: Class 30 contains 20425 members 
Mstep: Class 31 contains 21212 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785024.000000 Penalty: 121549.570312
Iteration 168Q: 35 clusters Score -1.42785e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20610 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 89040 members 
Mstep: Class 6 contains 18501 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162700 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 29971 members 
Mstep: Class 12 contains 13394 members 
Mstep: Class 13 contains 21603 members 
Mstep: Class 14 contains 234705 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 17 contains 18744 members 
Mstep: Class 18 contains 98561 members 
Mstep: Class 19 contains 848124 members 
Mstep: Class 20 contains 13300 members 
Mstep: Class 21 contains 15989 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33235 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20766 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37045 members 
Mstep: Class 29 contains 29828 members 
Mstep: Class 30 contains 20443 members 
Mstep: Class 31 contains 21205 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785136.000000 Penalty: 121549.570312
Iteration 169Q: 35 clusters Score -1.427851e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20605 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 88995 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162692 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 29972 members 
Mstep: Class 12 contains 13392 members 
Mstep: Class 13 contains 21592 members 
Mstep: Class 14 contains 234798 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 18744 members 
Mstep: Class 18 contains 98554 members 
Mstep: Class 19 contains 848111 members 
Mstep: Class 20 contains 13293 members 
Mstep: Class 21 contains 15990 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33244 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20771 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37032 members 
Mstep: Class 29 contains 29823 members 
Mstep: Class 30 contains 20453 members 
Mstep: Class 31 contains 21196 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785296.000000 Penalty: 121549.570312
Iteration 170Q: 35 clusters Score -1.427853e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20603 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14037 members 
Mstep: Class 5 contains 88954 members 
Mstep: Class 6 contains 18504 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 162681 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4186 members 
Mstep: Class 11 contains 29974 members 
Mstep: Class 12 contains 13391 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 234884 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18745 members 
Mstep: Class 18 contains 98552 members 
Mstep: Class 19 contains 848097 members 
Mstep: Class 20 contains 13289 members 
Mstep: Class 21 contains 15988 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33252 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20775 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37022 members 
Mstep: Class 29 contains 29815 members 
Mstep: Class 30 contains 20460 members 
Mstep: Class 31 contains 21189 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785312.000000 Penalty: 121549.570312
Iteration 171Q: 35 clusters Score -1.427853e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14038 members 
Mstep: Class 5 contains 88913 members 
Mstep: Class 6 contains 18509 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 162676 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4186 members 
Mstep: Class 11 contains 29974 members 
Mstep: Class 12 contains 13391 members 
Mstep: Class 13 contains 21576 members 
Mstep: Class 14 contains 234958 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18747 members 
Mstep: Class 18 contains 98551 members 
Mstep: Class 19 contains 848076 members 
Mstep: Class 20 contains 13287 members 
Mstep: Class 21 contains 15983 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33260 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20779 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37012 members 
Mstep: Class 29 contains 29810 members 
Mstep: Class 30 contains 20468 members 
Mstep: Class 31 contains 21182 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785152.000000 Penalty: 121549.570312
Iteration 172Q: 35 clusters Score -1.427852e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 88872 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162667 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 29976 members 
Mstep: Class 12 contains 13392 members 
Mstep: Class 13 contains 21572 members 
Mstep: Class 14 contains 235049 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18748 members 
Mstep: Class 18 contains 98549 members 
Mstep: Class 19 contains 848052 members 
Mstep: Class 20 contains 13282 members 
Mstep: Class 21 contains 15982 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33270 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20782 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37002 members 
Mstep: Class 29 contains 29796 members 
Mstep: Class 30 contains 20479 members 
Mstep: Class 31 contains 21177 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1341 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785152.000000 Penalty: 121549.570312
Iteration 173Q: 35 clusters Score -1.427852e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20600 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 14037 members 
Mstep: Class 5 contains 88838 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162662 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4189 members 
Mstep: Class 11 contains 29977 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 21571 members 
Mstep: Class 14 contains 235122 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18750 members 
Mstep: Class 18 contains 98545 members 
Mstep: Class 19 contains 848033 members 
Mstep: Class 20 contains 13275 members 
Mstep: Class 21 contains 15980 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33276 members 
Mstep: Class 25 contains 8605 members 
Mstep: Class 26 contains 20782 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36999 members 
Mstep: Class 29 contains 29785 members 
Mstep: Class 30 contains 20490 members 
Mstep: Class 31 contains 21172 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1342 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785008.000000 Penalty: 121549.570312
Iteration 174Q: 35 clusters Score -1.42785e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 88804 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162654 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29982 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 235179 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18752 members 
Mstep: Class 18 contains 98542 members 
Mstep: Class 19 contains 848026 members 
Mstep: Class 20 contains 13269 members 
Mstep: Class 21 contains 15981 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33284 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20779 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36992 members 
Mstep: Class 29 contains 29777 members 
Mstep: Class 30 contains 20500 members 
Mstep: Class 31 contains 21167 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1345 members 
Mstep: Class 34 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785008.000000 Penalty: 121549.570312
Iteration 175Q: 35 clusters Score -1.42785e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20597 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 88770 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162644 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29987 members 
Mstep: Class 12 contains 13392 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 235239 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 98541 members 
Mstep: Class 19 contains 848015 members 
Mstep: Class 20 contains 13266 members 
Mstep: Class 21 contains 15979 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33293 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20778 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36988 members 
Mstep: Class 29 contains 29768 members 
Mstep: Class 30 contains 20508 members 
Mstep: Class 31 contains 21164 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785008.000000 Penalty: 121549.570312
Iteration 176Q: 35 clusters Score -1.42785e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20596 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 88733 members 
Mstep: Class 6 contains 18504 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162633 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29992 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 21564 members 
Mstep: Class 14 contains 235305 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18755 members 
Mstep: Class 18 contains 98543 members 
Mstep: Class 19 contains 848006 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 15977 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33296 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20782 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36983 members 
Mstep: Class 29 contains 29761 members 
Mstep: Class 30 contains 20513 members 
Mstep: Class 31 contains 21161 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785024.000000 Penalty: 121549.570312
Iteration 177Q: 35 clusters Score -1.42785e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20595 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 88700 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162622 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29993 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 21562 members 
Mstep: Class 14 contains 235377 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18755 members 
Mstep: Class 18 contains 98540 members 
Mstep: Class 19 contains 847994 members 
Mstep: Class 20 contains 13256 members 
Mstep: Class 21 contains 15977 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33298 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20786 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36979 members 
Mstep: Class 29 contains 29751 members 
Mstep: Class 30 contains 20519 members 
Mstep: Class 31 contains 21158 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785120.000000 Penalty: 121549.570312
Iteration 178Q: 35 clusters Score -1.427851e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20596 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 88664 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162620 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29997 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21558 members 
Mstep: Class 14 contains 235437 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 98539 members 
Mstep: Class 19 contains 847987 members 
Mstep: Class 20 contains 13251 members 
Mstep: Class 21 contains 15977 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33299 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20790 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36970 members 
Mstep: Class 29 contains 29744 members 
Mstep: Class 30 contains 20524 members 
Mstep: Class 31 contains 21156 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785200.000000 Penalty: 121549.570312
Iteration 179Q: 35 clusters Score -1.427852e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 20595 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 88637 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162611 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21549 members 
Mstep: Class 14 contains 235502 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18752 members 
Mstep: Class 18 contains 98533 members 
Mstep: Class 19 contains 847981 members 
Mstep: Class 20 contains 13243 members 
Mstep: Class 21 contains 15977 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33302 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20792 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36965 members 
Mstep: Class 29 contains 29739 members 
Mstep: Class 30 contains 20532 members 
Mstep: Class 31 contains 21156 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785216.000000 Penalty: 121549.570312
Iteration 180F: 35 clusters Score -1.427852e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20595 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88603 members 
Mstep: Class 6 contains 18504 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162602 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29999 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21541 members 
Mstep: Class 14 contains 235575 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18750 members 
Mstep: Class 18 contains 98533 members 
Mstep: Class 19 contains 847969 members 
Mstep: Class 20 contains 13243 members 
Mstep: Class 21 contains 15979 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33305 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20792 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36959 members 
Mstep: Class 29 contains 29733 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21154 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785184.000000 Penalty: 121549.570312
Iteration 181Q: 35 clusters Score -1.427852e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 20597 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88579 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162597 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30000 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21534 members 
Mstep: Class 14 contains 235643 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18751 members 
Mstep: Class 18 contains 98527 members 
Mstep: Class 19 contains 847956 members 
Mstep: Class 20 contains 13243 members 
Mstep: Class 21 contains 15976 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33305 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20792 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36953 members 
Mstep: Class 29 contains 29725 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21153 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785200.000000 Penalty: 121549.570312
Iteration 182Q: 35 clusters Score -1.427852e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88557 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162586 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29999 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21534 members 
Mstep: Class 14 contains 235699 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18751 members 
Mstep: Class 18 contains 98516 members 
Mstep: Class 19 contains 847953 members 
Mstep: Class 20 contains 13243 members 
Mstep: Class 21 contains 15975 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33306 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20793 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36951 members 
Mstep: Class 29 contains 29719 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21150 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785120.000000 Penalty: 121549.570312
Iteration 183Q: 35 clusters Score -1.427851e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88536 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162572 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 13388 members 
Mstep: Class 13 contains 21530 members 
Mstep: Class 14 contains 235762 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18753 members 
Mstep: Class 18 contains 98509 members 
Mstep: Class 19 contains 847943 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33308 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20793 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36951 members 
Mstep: Class 29 contains 29712 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21146 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785088.000000 Penalty: 121549.570312
Iteration 184Q: 35 clusters Score -1.427851e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88509 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162558 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 13386 members 
Mstep: Class 13 contains 21531 members 
Mstep: Class 14 contains 235831 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 18753 members 
Mstep: Class 18 contains 98499 members 
Mstep: Class 19 contains 847934 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33309 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20793 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36947 members 
Mstep: Class 29 contains 29710 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21142 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785152.000000 Penalty: 121549.570312
Iteration 185Q: 35 clusters Score -1.427852e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20599 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88481 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162549 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30000 members 
Mstep: Class 12 contains 13381 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 235893 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 18753 members 
Mstep: Class 18 contains 98493 members 
Mstep: Class 19 contains 847930 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33311 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20794 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36942 members 
Mstep: Class 29 contains 29706 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21135 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785216.000000 Penalty: 121549.570312
Iteration 186Q: 35 clusters Score -1.427852e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88454 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162543 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 13379 members 
Mstep: Class 13 contains 21527 members 
Mstep: Class 14 contains 235945 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 98490 members 
Mstep: Class 19 contains 847928 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15974 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33315 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20794 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36941 members 
Mstep: Class 29 contains 29705 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21123 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785120.000000 Penalty: 121549.570312
Iteration 187Q: 35 clusters Score -1.427851e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 20602 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88438 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162543 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 13376 members 
Mstep: Class 13 contains 21528 members 
Mstep: Class 14 contains 235987 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18753 members 
Mstep: Class 18 contains 98483 members 
Mstep: Class 19 contains 847918 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33323 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20795 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36936 members 
Mstep: Class 29 contains 29701 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21112 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785136.000000 Penalty: 121549.570312
Iteration 188Q: 35 clusters Score -1.427851e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 20604 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88419 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162541 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29996 members 
Mstep: Class 12 contains 13374 members 
Mstep: Class 13 contains 21524 members 
Mstep: Class 14 contains 236035 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 98484 members 
Mstep: Class 19 contains 847906 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15973 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33328 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20795 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36933 members 
Mstep: Class 29 contains 29698 members 
Mstep: Class 30 contains 20534 members 
Mstep: Class 31 contains 21102 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785120.000000 Penalty: 121549.570312
Iteration 189Q: 35 clusters Score -1.427851e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 20603 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88404 members 
Mstep: Class 6 contains 18502 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162533 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 29997 members 
Mstep: Class 12 contains 13372 members 
Mstep: Class 13 contains 21519 members 
Mstep: Class 14 contains 236082 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18755 members 
Mstep: Class 18 contains 98483 members 
Mstep: Class 19 contains 847895 members 
Mstep: Class 20 contains 13242 members 
Mstep: Class 21 contains 15972 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33334 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20795 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36931 members 
Mstep: Class 29 contains 29694 members 
Mstep: Class 30 contains 20535 members 
Mstep: Class 31 contains 21094 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785184.000000 Penalty: 121549.570312
Iteration 190Q: 35 clusters Score -1.427852e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 20600 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88384 members 
Mstep: Class 6 contains 18502 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 8 contains 162532 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30000 members 
Mstep: Class 12 contains 13367 members 
Mstep: Class 13 contains 21517 members 
Mstep: Class 14 contains 236129 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18756 members 
Mstep: Class 18 contains 98478 members 
Mstep: Class 19 contains 847891 members 
Mstep: Class 20 contains 13241 members 
Mstep: Class 21 contains 15971 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33342 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20797 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36928 members 
Mstep: Class 29 contains 29690 members 
Mstep: Class 30 contains 20536 members 
Mstep: Class 31 contains 21080 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785136.000000 Penalty: 121549.570312
Iteration 191Q: 35 clusters Score -1.427851e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14033 members 
Mstep: Class 5 contains 88367 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 162534 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30001 members 
Mstep: Class 12 contains 13365 members 
Mstep: Class 13 contains 21512 members 
Mstep: Class 14 contains 236164 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98476 members 
Mstep: Class 19 contains 847884 members 
Mstep: Class 20 contains 13239 members 
Mstep: Class 21 contains 15968 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33353 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20796 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36926 members 
Mstep: Class 29 contains 29683 members 
Mstep: Class 30 contains 20538 members 
Mstep: Class 31 contains 21073 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785120.000000 Penalty: 121549.570312
Iteration 192Q: 35 clusters Score -1.427851e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 88350 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 162534 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30006 members 
Mstep: Class 12 contains 13364 members 
Mstep: Class 13 contains 21506 members 
Mstep: Class 14 contains 236185 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 98477 members 
Mstep: Class 19 contains 847879 members 
Mstep: Class 20 contains 13236 members 
Mstep: Class 21 contains 15965 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33362 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20796 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36924 members 
Mstep: Class 29 contains 29682 members 
Mstep: Class 30 contains 20540 members 
Mstep: Class 31 contains 21071 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785040.000000 Penalty: 121549.570312
Iteration 193Q: 35 clusters Score -1.42785e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 20598 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 88335 members 
Mstep: Class 6 contains 18502 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 162533 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30007 members 
Mstep: Class 12 contains 13361 members 
Mstep: Class 13 contains 21503 members 
Mstep: Class 14 contains 236211 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18761 members 
Mstep: Class 18 contains 98478 members 
Mstep: Class 19 contains 847871 members 
Mstep: Class 20 contains 13236 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33374 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20796 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36919 members 
Mstep: Class 29 contains 29680 members 
Mstep: Class 30 contains 20542 members 
Mstep: Class 31 contains 21067 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785136.000000 Penalty: 121549.570312
Iteration 194Q: 35 clusters Score -1.427851e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 20597 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 88311 members 
Mstep: Class 6 contains 18502 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162528 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30007 members 
Mstep: Class 12 contains 13360 members 
Mstep: Class 13 contains 21499 members 
Mstep: Class 14 contains 236253 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 98478 members 
Mstep: Class 19 contains 847867 members 
Mstep: Class 20 contains 13234 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33383 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20799 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36913 members 
Mstep: Class 29 contains 29678 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21059 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785104.000000 Penalty: 121549.570312
Iteration 195Q: 35 clusters Score -1.427851e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 20594 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 88300 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162525 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30005 members 
Mstep: Class 12 contains 13359 members 
Mstep: Class 13 contains 21498 members 
Mstep: Class 14 contains 236294 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 98475 members 
Mstep: Class 19 contains 847859 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33387 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20801 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36904 members 
Mstep: Class 29 contains 29674 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21054 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784960.000000 Penalty: 121549.570312
Iteration 196Q: 35 clusters Score -1.42785e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 20590 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14036 members 
Mstep: Class 5 contains 88284 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162524 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30005 members 
Mstep: Class 12 contains 13358 members 
Mstep: Class 13 contains 21495 members 
Mstep: Class 14 contains 236346 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 98473 members 
Mstep: Class 19 contains 847855 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33391 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20804 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36893 members 
Mstep: Class 29 contains 29666 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21045 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785088.000000 Penalty: 121549.570312
Iteration 197Q: 35 clusters Score -1.427851e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 20589 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14035 members 
Mstep: Class 5 contains 88265 members 
Mstep: Class 6 contains 18505 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162522 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30007 members 
Mstep: Class 12 contains 13357 members 
Mstep: Class 13 contains 21495 members 
Mstep: Class 14 contains 236391 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 98472 members 
Mstep: Class 19 contains 847839 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33403 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20807 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36885 members 
Mstep: Class 29 contains 29658 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21038 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785040.000000 Penalty: 121549.570312
Iteration 198Q: 35 clusters Score -1.42785e+08 nChanged 88
Entering ConstructFrom: 
Score: -142785040.000000 Penalty: 121549.570312
Entering ConstructFrom: 
Trying to split cluster 1 (9838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Entering Unmasked Estep 
Score: -761792.250000 Penalty: 2280.114014
	Iteration 0F: 2 clusters Score -761792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -754296.312500 Penalty: 4560.228027
	Iteration 0F: 3 clusters Score -754296.3 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -756396.875000 Penalty: 4560.228027
	Iteration 1F: 3 clusters Score -756396.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -756686.312500 Penalty: 4560.228027
	Iteration 2F: 3 clusters Score -756686.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -756903.937500 Penalty: 4560.228027
	Iteration 3Q: 3 clusters Score -756903.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -757081.500000 Penalty: 4560.228027
	Iteration 4Q: 3 clusters Score -757081.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -757211.687500 Penalty: 4560.228027
	Iteration 5Q: 3 clusters Score -757211.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -757325.937500 Penalty: 4560.228027
	Iteration 6Q: 3 clusters Score -757325.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -757444.437500 Penalty: 4560.228027
	Iteration 7Q: 3 clusters Score -757444.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -757566.375000 Penalty: 4560.228027
	Iteration 8Q: 3 clusters Score -757566.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -757711.562500 Penalty: 4560.228027
	Iteration 9Q: 3 clusters Score -757711.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -757879.562500 Penalty: 4560.228027
	Iteration 10Q: 3 clusters Score -757879.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -758051.187500 Penalty: 4560.228027
	Iteration 11Q: 3 clusters Score -758051.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -758228.625000 Penalty: 4560.228027
	Iteration 12Q: 3 clusters Score -758228.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -758416.625000 Penalty: 4560.228027
	Iteration 13Q: 3 clusters Score -758416.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -758612.625000 Penalty: 4560.228027
	Iteration 14Q: 3 clusters Score -758612.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -758804.750000 Penalty: 4560.228027
	Iteration 15Q: 3 clusters Score -758804.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -758980.812500 Penalty: 4560.228027
	Iteration 16Q: 3 clusters Score -758980.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -759130.187500 Penalty: 4560.228027
	Iteration 17Q: 3 clusters Score -759130.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -759245.750000 Penalty: 4560.228027
	Iteration 18Q: 3 clusters Score -759245.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -759369.062500 Penalty: 4560.228027
	Iteration 19Q: 3 clusters Score -759369.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -759476.812500 Penalty: 4560.228027
	Iteration 20F: 3 clusters Score -759476.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -759571.312500 Penalty: 4560.228027
	Iteration 21Q: 3 clusters Score -759571.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -759645.312500 Penalty: 4560.228027
	Iteration 22Q: 3 clusters Score -759645.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -759697.625000 Penalty: 4560.228027
	Iteration 23Q: 3 clusters Score -759697.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -759747.562500 Penalty: 4560.228027
	Iteration 24Q: 3 clusters Score -759747.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -759796.937500 Penalty: 4560.228027
	Iteration 25Q: 3 clusters Score -759796.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -759833.562500 Penalty: 4560.228027
	Iteration 26Q: 3 clusters Score -759833.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -759859.812500 Penalty: 4560.228027
	Iteration 27Q: 3 clusters Score -759859.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -759876.750000 Penalty: 4560.228027
	Iteration 28Q: 3 clusters Score -759876.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -759891.062500 Penalty: 4560.228027
	Iteration 29Q: 3 clusters Score -759891.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -759906.750000 Penalty: 4560.228027
	Iteration 30Q: 3 clusters Score -759906.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -759915.875000 Penalty: 4560.228027
	Iteration 31Q: 3 clusters Score -759915.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -759925.687500 Penalty: 4560.228027
	Iteration 32Q: 3 clusters Score -759925.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -759935.312500 Penalty: 4560.228027
	Iteration 33Q: 3 clusters Score -759935.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -759943.062500 Penalty: 4560.228027
	Iteration 34Q: 3 clusters Score -759943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -759950.250000 Penalty: 4560.228027
	Iteration 35Q: 3 clusters Score -759950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -759954.187500 Penalty: 4560.228027
	Iteration 36Q: 3 clusters Score -759954.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -759959.062500 Penalty: 4560.228027
	Iteration 37Q: 3 clusters Score -759959.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -759964.812500 Penalty: 4560.228027
	Iteration 38Q: 3 clusters Score -759964.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -759967.812500 Penalty: 4560.228027
	Iteration 39Q: 3 clusters Score -759967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -759974.562500 Penalty: 4560.228027
	Iteration 40F: 3 clusters Score -759974.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -759976.437500 Penalty: 4560.228027
	Iteration 41Q: 3 clusters Score -759976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -759981.437500 Penalty: 4560.228027
	Iteration 42Q: 3 clusters Score -759981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -759985.000000 Penalty: 4560.228027
	Iteration 43Q: 3 clusters Score -759985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -759986.562500 Penalty: 4560.228027
	Iteration 44Q: 3 clusters Score -759986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -759988.187500 Penalty: 4560.228027
	Iteration 45Q: 3 clusters Score -759988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -759990.187500 Penalty: 4560.228027
	Iteration 46Q: 3 clusters Score -759990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -759990.875000 Penalty: 4560.228027
	Iteration 47Q: 3 clusters Score -759990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -759992.812500 Penalty: 4560.228027
	Iteration 48Q: 3 clusters Score -759992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -759993.500000 Penalty: 4560.228027
	Iteration 49Q: 3 clusters Score -759993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -759994.750000 Penalty: 4560.228027
	Iteration 50Q: 3 clusters Score -759994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -759994.812500 Penalty: 4560.228027
	Iteration 51Q: 3 clusters Score -759994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -759997.125000 Penalty: 4560.228027
	Iteration 52Q: 3 clusters Score -759997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -759998.500000 Penalty: 4560.228027
	Iteration 53Q: 3 clusters Score -759998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -760002.250000 Penalty: 4560.228027
	Iteration 54Q: 3 clusters Score -760002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -760002.062500 Penalty: 4560.228027
	Iteration 55Q: 3 clusters Score -760002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -760002.000000 Penalty: 4560.228027
	Iteration 56Q: 3 clusters Score -760002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -760002.312500 Penalty: 4560.228027
	Iteration 57Q: 3 clusters Score -760002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -760002.312500 Penalty: 4560.228027
	Iteration 58F: 3 clusters Score -760002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1450739.750000 Penalty: 2463.226807
	Iteration 0F: 2 clusters Score -1450740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1436214.500000 Penalty: 4926.453613
	Iteration 0F: 3 clusters Score -1436214 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1441420.875000 Penalty: 4926.453613
	Iteration 1F: 3 clusters Score -1441421 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1442027.750000 Penalty: 4926.453613
	Iteration 2F: 3 clusters Score -1442028 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1442619.375000 Penalty: 4926.453613
	Iteration 3F: 3 clusters Score -1442619 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1443179.500000 Penalty: 4926.453613
	Iteration 4F: 3 clusters Score -1443180 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1443789.000000 Penalty: 4926.453613
	Iteration 5F: 3 clusters Score -1443789 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1444326.500000 Penalty: 4926.453613
	Iteration 6Q: 3 clusters Score -1444326 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1444941.750000 Penalty: 4926.453613
	Iteration 7F: 3 clusters Score -1444942 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1445532.000000 Penalty: 4926.453613
	Iteration 8Q: 3 clusters Score -1445532 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1446027.000000 Penalty: 4926.453613
	Iteration 9Q: 3 clusters Score -1446027 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1446439.500000 Penalty: 4926.453613
	Iteration 10Q: 3 clusters Score -1446440 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1446755.000000 Penalty: 4926.453613
	Iteration 11Q: 3 clusters Score -1446755 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1446973.375000 Penalty: 4926.453613
	Iteration 12Q: 3 clusters Score -1446973 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1447150.750000 Penalty: 4926.453613
	Iteration 13Q: 3 clusters Score -1447151 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1447270.375000 Penalty: 4926.453613
	Iteration 14Q: 3 clusters Score -1447270 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1447391.250000 Penalty: 4926.453613
	Iteration 15Q: 3 clusters Score -1447391 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1447487.750000 Penalty: 4926.453613
	Iteration 16Q: 3 clusters Score -1447488 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1447565.375000 Penalty: 4926.453613
	Iteration 17Q: 3 clusters Score -1447565 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1447631.875000 Penalty: 4926.453613
	Iteration 18Q: 3 clusters Score -1447632 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1447687.875000 Penalty: 4926.453613
	Iteration 19Q: 3 clusters Score -1447688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1447745.625000 Penalty: 4926.453613
	Iteration 20F: 3 clusters Score -1447746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1447801.250000 Penalty: 4926.453613
	Iteration 21Q: 3 clusters Score -1447801 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1447845.875000 Penalty: 4926.453613
	Iteration 22Q: 3 clusters Score -1447846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1447877.500000 Penalty: 4926.453613
	Iteration 23Q: 3 clusters Score -1447878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1447907.250000 Penalty: 4926.453613
	Iteration 24Q: 3 clusters Score -1447907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1447932.750000 Penalty: 4926.453613
	Iteration 25Q: 3 clusters Score -1447933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1447954.250000 Penalty: 4926.453613
	Iteration 26Q: 3 clusters Score -1447954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1447980.125000 Penalty: 4926.453613
	Iteration 27Q: 3 clusters Score -1447980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1448012.750000 Penalty: 4926.453613
	Iteration 28Q: 3 clusters Score -1448013 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1448042.375000 Penalty: 4926.453613
	Iteration 29Q: 3 clusters Score -1448042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1448066.375000 Penalty: 4926.453613
	Iteration 30Q: 3 clusters Score -1448066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1448095.125000 Penalty: 4926.453613
	Iteration 31Q: 3 clusters Score -1448095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1448134.375000 Penalty: 4926.453613
	Iteration 32Q: 3 clusters Score -1448134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1448164.875000 Penalty: 4926.453613
	Iteration 33Q: 3 clusters Score -1448165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1448189.750000 Penalty: 4926.453613
	Iteration 34Q: 3 clusters Score -1448190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1448216.750000 Penalty: 4926.453613
	Iteration 35Q: 3 clusters Score -1448217 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1448237.125000 Penalty: 4926.453613
	Iteration 36Q: 3 clusters Score -1448237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1448256.375000 Penalty: 4926.453613
	Iteration 37Q: 3 clusters Score -1448256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1448281.125000 Penalty: 4926.453613
	Iteration 38Q: 3 clusters Score -1448281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1448306.750000 Penalty: 4926.453613
	Iteration 39Q: 3 clusters Score -1448307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1448330.500000 Penalty: 4926.453613
	Iteration 40F: 3 clusters Score -1448330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1448353.125000 Penalty: 4926.453613
	Iteration 41Q: 3 clusters Score -1448353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1448371.875000 Penalty: 4926.453613
	Iteration 42Q: 3 clusters Score -1448372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1448399.125000 Penalty: 4926.453613
	Iteration 43Q: 3 clusters Score -1448399 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1448423.000000 Penalty: 4926.453613
	Iteration 44Q: 3 clusters Score -1448423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1448446.875000 Penalty: 4926.453613
	Iteration 45Q: 3 clusters Score -1448447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1448471.125000 Penalty: 4926.453613
	Iteration 46Q: 3 clusters Score -1448471 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1448511.875000 Penalty: 4926.453613
	Iteration 47Q: 3 clusters Score -1448512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1448541.375000 Penalty: 4926.453613
	Iteration 48Q: 3 clusters Score -1448541 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1448572.750000 Penalty: 4926.453613
	Iteration 49Q: 3 clusters Score -1448573 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1448595.875000 Penalty: 4926.453613
	Iteration 50Q: 3 clusters Score -1448596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1448616.500000 Penalty: 4926.453613
	Iteration 51Q: 3 clusters Score -1448616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1448628.125000 Penalty: 4926.453613
	Iteration 52Q: 3 clusters Score -1448628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1448647.000000 Penalty: 4926.453613
	Iteration 53Q: 3 clusters Score -1448647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1448661.625000 Penalty: 4926.453613
	Iteration 54Q: 3 clusters Score -1448662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1448669.500000 Penalty: 4926.453613
	Iteration 55Q: 3 clusters Score -1448670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1448679.875000 Penalty: 4926.453613
	Iteration 56Q: 3 clusters Score -1448680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1448685.750000 Penalty: 4926.453613
	Iteration 57Q: 3 clusters Score -1448686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1448698.625000 Penalty: 4926.453613
	Iteration 58Q: 3 clusters Score -1448699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1448709.375000 Penalty: 4926.453613
	Iteration 59Q: 3 clusters Score -1448709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1448729.250000 Penalty: 4926.453613
	Iteration 60F: 3 clusters Score -1448729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1448746.375000 Penalty: 4926.453613
	Iteration 61Q: 3 clusters Score -1448746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1448758.500000 Penalty: 4926.453613
	Iteration 62Q: 3 clusters Score -1448758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1448774.125000 Penalty: 4926.453613
	Iteration 63Q: 3 clusters Score -1448774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1448783.750000 Penalty: 4926.453613
	Iteration 64Q: 3 clusters Score -1448784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1448790.250000 Penalty: 4926.453613
	Iteration 65Q: 3 clusters Score -1448790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1448800.375000 Penalty: 4926.453613
	Iteration 66Q: 3 clusters Score -1448800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1448809.375000 Penalty: 4926.453613
	Iteration 67Q: 3 clusters Score -1448809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1448818.250000 Penalty: 4926.453613
	Iteration 68Q: 3 clusters Score -1448818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1448826.250000 Penalty: 4926.453613
	Iteration 69Q: 3 clusters Score -1448826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1448835.000000 Penalty: 4926.453613
	Iteration 70Q: 3 clusters Score -1448835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1448842.750000 Penalty: 4926.453613
	Iteration 71Q: 3 clusters Score -1448843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1448850.750000 Penalty: 4926.453613
	Iteration 72Q: 3 clusters Score -1448851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1448857.000000 Penalty: 4926.453613
	Iteration 73Q: 3 clusters Score -1448857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1448865.375000 Penalty: 4926.453613
	Iteration 74Q: 3 clusters Score -1448865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1448871.875000 Penalty: 4926.453613
	Iteration 75Q: 3 clusters Score -1448872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1448878.125000 Penalty: 4926.453613
	Iteration 76Q: 3 clusters Score -1448878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1448890.125000 Penalty: 4926.453613
	Iteration 77Q: 3 clusters Score -1448890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1448893.125000 Penalty: 4926.453613
	Iteration 78Q: 3 clusters Score -1448893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1448895.000000 Penalty: 4926.453613
	Iteration 79Q: 3 clusters Score -1448895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1448900.750000 Penalty: 4926.453613
	Iteration 80F: 3 clusters Score -1448901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1448903.625000 Penalty: 4926.453613
	Iteration 81Q: 3 clusters Score -1448904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1448906.875000 Penalty: 4926.453613
	Iteration 82Q: 3 clusters Score -1448907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1448908.375000 Penalty: 4926.453613
	Iteration 83Q: 3 clusters Score -1448908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1448914.125000 Penalty: 4926.453613
	Iteration 84Q: 3 clusters Score -1448914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1448917.625000 Penalty: 4926.453613
	Iteration 85Q: 3 clusters Score -1448918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1448916.375000 Penalty: 4926.453613
	Iteration 86Q: 3 clusters Score -1448916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1448917.375000 Penalty: 4926.453613
	Iteration 87Q: 3 clusters Score -1448917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1448920.000000 Penalty: 4926.453613
	Iteration 88Q: 3 clusters Score -1448920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1448922.750000 Penalty: 4926.453613
	Iteration 89Q: 3 clusters Score -1448923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1448926.875000 Penalty: 4926.453613
	Iteration 90Q: 3 clusters Score -1448927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1448933.375000 Penalty: 4926.453613
	Iteration 91Q: 3 clusters Score -1448933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1448938.375000 Penalty: 4926.453613
	Iteration 92Q: 3 clusters Score -1448938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1448941.000000 Penalty: 4926.453613
	Iteration 93Q: 3 clusters Score -1448941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1448946.625000 Penalty: 4926.453613
	Iteration 94Q: 3 clusters Score -1448947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1448944.125000 Penalty: 4926.453613
	Iteration 95Q: 3 clusters Score -1448944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1448946.125000 Penalty: 4926.453613
	Iteration 96Q: 3 clusters Score -1448946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1448945.625000 Penalty: 4926.453613
	Iteration 97Q: 3 clusters Score -1448946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1448945.625000 Penalty: 4926.453613
	Iteration 98Q: 3 clusters Score -1448946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1448946.875000 Penalty: 4926.453613
	Iteration 99Q: 3 clusters Score -1448947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1448949.250000 Penalty: 4926.453613
	Iteration 100F: 3 clusters Score -1448949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1448947.625000 Penalty: 4926.453613
	Iteration 101Q: 3 clusters Score -1448948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1448947.250000 Penalty: 4926.453613
	Iteration 102Q: 3 clusters Score -1448947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1448947.875000 Penalty: 4926.453613
	Iteration 103Q: 3 clusters Score -1448948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1448947.875000 Penalty: 4926.453613
	Iteration 104Q: 3 clusters Score -1448948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1448950.375000 Penalty: 4926.453613
	Iteration 105Q: 3 clusters Score -1448950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1448949.125000 Penalty: 4926.453613
	Iteration 106Q: 3 clusters Score -1448949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1448951.000000 Penalty: 4926.453613
	Iteration 107Q: 3 clusters Score -1448951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1448951.375000 Penalty: 4926.453613
	Iteration 108Q: 3 clusters Score -1448951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1448953.875000 Penalty: 4926.453613
	Iteration 109Q: 3 clusters Score -1448954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1448956.125000 Penalty: 4926.453613
	Iteration 110Q: 3 clusters Score -1448956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1448961.375000 Penalty: 4926.453613
	Iteration 111Q: 3 clusters Score -1448961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1448960.875000 Penalty: 4926.453613
	Iteration 112Q: 3 clusters Score -1448961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1448964.500000 Penalty: 4926.453613
	Iteration 113Q: 3 clusters Score -1448964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1448964.500000 Penalty: 4926.453613
	Iteration 114Q: 3 clusters Score -1448964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1448964.625000 Penalty: 4926.453613
	Iteration 115Q: 3 clusters Score -1448965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1448965.250000 Penalty: 4926.453613
	Iteration 116Q: 3 clusters Score -1448965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1448965.250000 Penalty: 4926.453613
	Iteration 117F: 3 clusters Score -1448965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -210905.453125 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -210905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -207817.296875 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -207817.3 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208533.125000 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -208533.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -208750.828125 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -208750.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -208917.406250 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -208917.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -209048.468750 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -209048.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -209168.687500 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -209168.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -209284.562500 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -209284.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -209402.000000 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -209402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -209518.531250 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -209518.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -209612.703125 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -209612.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -209691.890625 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -209691.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -209736.109375 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -209736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -209764.609375 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -209764.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -209796.140625 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -209796.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -209820.375000 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -209820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -209827.062500 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -209827.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -209835.578125 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -209835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -209843.984375 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -209844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -209850.078125 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -209850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -209855.484375 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -209855.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -209858.921875 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -209858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -209864.296875 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -209864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -209864.968750 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -209865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -209866.671875 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -209866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -209868.703125 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -209868.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -209868.703125 Penalty: 3938.706299
	Iteration 25F: 3 clusters Score -209868.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Entering Unmasked Estep 
Score: -1073219.250000 Penalty: 2368.211182
	Iteration 0F: 2 clusters Score -1073219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1062962.500000 Penalty: 4736.422363
	Iteration 0F: 3 clusters Score -1062962 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1066348.375000 Penalty: 4736.422363
	Iteration 1F: 3 clusters Score -1066348 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1067003.500000 Penalty: 4736.422363
	Iteration 2F: 3 clusters Score -1067004 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1067612.500000 Penalty: 4736.422363
	Iteration 3F: 3 clusters Score -1067612 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1068260.000000 Penalty: 4736.422363
	Iteration 4F: 3 clusters Score -1068260 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1068974.750000 Penalty: 4736.422363
	Iteration 5F: 3 clusters Score -1068975 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1069792.500000 Penalty: 4736.422363
	Iteration 6F: 3 clusters Score -1069792 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1070526.375000 Penalty: 4736.422363
	Iteration 7F: 3 clusters Score -1070526 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1071142.375000 Penalty: 4736.422363
	Iteration 8Q: 3 clusters Score -1071142 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1071647.000000 Penalty: 4736.422363
	Iteration 9Q: 3 clusters Score -1071647 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1071963.500000 Penalty: 4736.422363
	Iteration 10Q: 3 clusters Score -1071964 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1072161.625000 Penalty: 4736.422363
	Iteration 11Q: 3 clusters Score -1072162 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1072285.125000 Penalty: 4736.422363
	Iteration 12Q: 3 clusters Score -1072285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1072337.000000 Penalty: 4736.422363
	Iteration 13Q: 3 clusters Score -1072337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1072355.250000 Penalty: 4736.422363
	Iteration 14Q: 3 clusters Score -1072355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1072371.250000 Penalty: 4736.422363
	Iteration 15Q: 3 clusters Score -1072371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1072378.375000 Penalty: 4736.422363
	Iteration 16Q: 3 clusters Score -1072378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1072384.500000 Penalty: 4736.422363
	Iteration 17Q: 3 clusters Score -1072384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1072386.625000 Penalty: 4736.422363
	Iteration 18Q: 3 clusters Score -1072387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1072387.375000 Penalty: 4736.422363
	Iteration 19Q: 3 clusters Score -1072387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1072387.875000 Penalty: 4736.422363
	Iteration 20F: 3 clusters Score -1072388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1072389.750000 Penalty: 4736.422363
	Iteration 21Q: 3 clusters Score -1072390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1072389.750000 Penalty: 4736.422363
	Iteration 22F: 3 clusters Score -1072390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Entering Unmasked Estep 
Score: -7195173.000000 Penalty: 2824.214844
	Iteration 0F: 2 clusters Score -7195173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -7135987.500000 Penalty: 5648.429688
	Iteration 0F: 3 clusters Score -7135988 nChanged 41639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -7160206.000000 Penalty: 5648.429688
	Iteration 1F: 3 clusters Score -7160206 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7161647.000000 Penalty: 5648.429688
	Iteration 2Q: 3 clusters Score -7161647 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7163539.500000 Penalty: 5648.429688
	Iteration 3Q: 3 clusters Score -7163540 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -7166116.500000 Penalty: 5648.429688
	Iteration 4F: 3 clusters Score -7166116 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -7169664.000000 Penalty: 5648.429688
	Iteration 5F: 3 clusters Score -7169664 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -7173808.500000 Penalty: 5648.429688
	Iteration 6F: 3 clusters Score -7173808 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -7177644.000000 Penalty: 5648.429688
	Iteration 7F: 3 clusters Score -7177644 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -7180564.000000 Penalty: 5648.429688
	Iteration 8F: 3 clusters Score -7180564 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -7182335.000000 Penalty: 5648.429688
	Iteration 9Q: 3 clusters Score -7182335 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -7183428.000000 Penalty: 5648.429688
	Iteration 10Q: 3 clusters Score -7183428 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -7184161.000000 Penalty: 5648.429688
	Iteration 11Q: 3 clusters Score -7184161 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -7184838.500000 Penalty: 5648.429688
	Iteration 12Q: 3 clusters Score -7184838 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -7185592.000000 Penalty: 5648.429688
	Iteration 13Q: 3 clusters Score -7185592 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -7186697.500000 Penalty: 5648.429688
	Iteration 14Q: 3 clusters Score -7186698 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7188380.500000 Penalty: 5648.429688
	Iteration 15Q: 3 clusters Score -7188380 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -7190691.500000 Penalty: 5648.429688
	Iteration 16Q: 3 clusters Score -7190692 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7193223.500000 Penalty: 5648.429688
	Iteration 17Q: 3 clusters Score -7193224 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -7195076.000000 Penalty: 5648.429688
	Iteration 18Q: 3 clusters Score -7195076 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7196256.500000 Penalty: 5648.429688
	Iteration 19Q: 3 clusters Score -7196256 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -7197072.500000 Penalty: 5648.429688
	Iteration 20F: 3 clusters Score -7197072 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -7197651.500000 Penalty: 5648.429688
	Iteration 21Q: 3 clusters Score -7197652 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7198015.500000 Penalty: 5648.429688
	Iteration 22Q: 3 clusters Score -7198016 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -7198232.500000 Penalty: 5648.429688
	Iteration 23Q: 3 clusters Score -7198232 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -7198356.500000 Penalty: 5648.429688
	Iteration 24Q: 3 clusters Score -7198356 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7198502.500000 Penalty: 5648.429688
	Iteration 25Q: 3 clusters Score -7198502 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -7198581.000000 Penalty: 5648.429688
	Iteration 26Q: 3 clusters Score -7198581 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7198611.500000 Penalty: 5648.429688
	Iteration 27Q: 3 clusters Score -7198612 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -7198639.000000 Penalty: 5648.429688
	Iteration 28Q: 3 clusters Score -7198639 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7198672.500000 Penalty: 5648.429688
	Iteration 29Q: 3 clusters Score -7198672 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -7198698.000000 Penalty: 5648.429688
	Iteration 30Q: 3 clusters Score -7198698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -7198692.500000 Penalty: 5648.429688
	Iteration 31Q: 3 clusters Score -7198692 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7198691.000000 Penalty: 5648.429688
	Iteration 32Q: 3 clusters Score -7198691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -7198690.500000 Penalty: 5648.429688
	Iteration 33Q: 3 clusters Score -7198690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -7198697.500000 Penalty: 5648.429688
	Iteration 34Q: 3 clusters Score -7198698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -7198718.000000 Penalty: 5648.429688
	Iteration 35Q: 3 clusters Score -7198718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -7198714.500000 Penalty: 5648.429688
	Iteration 36Q: 3 clusters Score -7198714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7198717.000000 Penalty: 5648.429688
	Iteration 37Q: 3 clusters Score -7198717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7198719.000000 Penalty: 5648.429688
	Iteration 38Q: 3 clusters Score -7198719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -7198733.500000 Penalty: 5648.429688
	Iteration 39Q: 3 clusters Score -7198734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -7198731.500000 Penalty: 5648.429688
	Iteration 40F: 3 clusters Score -7198732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7198735.000000 Penalty: 5648.429688
	Iteration 41Q: 3 clusters Score -7198735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -7198732.500000 Penalty: 5648.429688
	Iteration 42Q: 3 clusters Score -7198732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7198724.500000 Penalty: 5648.429688
	Iteration 43Q: 3 clusters Score -7198724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7198726.000000 Penalty: 5648.429688
	Iteration 44Q: 3 clusters Score -7198726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -7198725.500000 Penalty: 5648.429688
	Iteration 45Q: 3 clusters Score -7198726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -7198724.000000 Penalty: 5648.429688
	Iteration 46Q: 3 clusters Score -7198724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -7198728.500000 Penalty: 5648.429688
	Iteration 47Q: 3 clusters Score -7198728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7198721.000000 Penalty: 5648.429688
	Iteration 48Q: 3 clusters Score -7198721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -7198722.000000 Penalty: 5648.429688
	Iteration 49Q: 3 clusters Score -7198722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -7198723.500000 Penalty: 5648.429688
	Iteration 50Q: 3 clusters Score -7198724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -7198720.500000 Penalty: 5648.429688
	Iteration 51Q: 3 clusters Score -7198720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -7198718.500000 Penalty: 5648.429688
	Iteration 52Q: 3 clusters Score -7198718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -7198719.000000 Penalty: 5648.429688
	Iteration 53Q: 3 clusters Score -7198719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -7198728.000000 Penalty: 5648.429688
	Iteration 54Q: 3 clusters Score -7198728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -7198722.000000 Penalty: 5648.429688
	Iteration 55Q: 3 clusters Score -7198722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7198712.500000 Penalty: 5648.429688
	Iteration 56Q: 3 clusters Score -7198712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -7198711.000000 Penalty: 5648.429688
	Iteration 57Q: 3 clusters Score -7198711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -7198715.500000 Penalty: 5648.429688
	Iteration 58Q: 3 clusters Score -7198716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -7198721.500000 Penalty: 5648.429688
	Iteration 59Q: 3 clusters Score -7198722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -7198716.000000 Penalty: 5648.429688
	Iteration 60F: 3 clusters Score -7198716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -7198723.000000 Penalty: 5648.429688
	Iteration 61Q: 3 clusters Score -7198723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -7198715.000000 Penalty: 5648.429688
	Iteration 62Q: 3 clusters Score -7198715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -7198715.000000 Penalty: 5648.429688
	Iteration 63Q: 3 clusters Score -7198715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -7198715.000000 Penalty: 5648.429688
	Iteration 64F: 3 clusters Score -7198715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 20586 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 58544 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162520 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30007 members 
Mstep: Class 12 contains 13358 members 
Mstep: Class 13 contains 21496 members 
Mstep: Class 14 contains 236402 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98472 members 
Mstep: Class 19 contains 847840 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33421 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20807 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36884 members 
Mstep: Class 29 contains 29654 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21030 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 29709 members 
Entering Unmasked Estep 
Score: -142787392.000000 Penalty: 125124.562500
Splitting cluster 5 changes total score from -142785040.000000 to -142787392.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 6 (18506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Entering Unmasked Estep 
Score: -1466004.250000 Penalty: 2436.811035
	Iteration 0F: 2 clusters Score -1466004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1452895.500000 Penalty: 4873.622070
	Iteration 0F: 3 clusters Score -1452896 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1457185.625000 Penalty: 4873.622070
	Iteration 1F: 3 clusters Score -1457186 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1457547.625000 Penalty: 4873.622070
	Iteration 2F: 3 clusters Score -1457548 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1457846.500000 Penalty: 4873.622070
	Iteration 3Q: 3 clusters Score -1457846 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1458156.625000 Penalty: 4873.622070
	Iteration 4Q: 3 clusters Score -1458157 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1458551.750000 Penalty: 4873.622070
	Iteration 5Q: 3 clusters Score -1458552 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1459057.500000 Penalty: 4873.622070
	Iteration 6Q: 3 clusters Score -1459058 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1459686.500000 Penalty: 4873.622070
	Iteration 7Q: 3 clusters Score -1459686 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1460378.500000 Penalty: 4873.622070
	Iteration 8Q: 3 clusters Score -1460378 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1461031.500000 Penalty: 4873.622070
	Iteration 9Q: 3 clusters Score -1461032 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1461585.375000 Penalty: 4873.622070
	Iteration 10Q: 3 clusters Score -1461585 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1462053.500000 Penalty: 4873.622070
	Iteration 11Q: 3 clusters Score -1462054 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1462457.375000 Penalty: 4873.622070
	Iteration 12Q: 3 clusters Score -1462457 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1462795.625000 Penalty: 4873.622070
	Iteration 13Q: 3 clusters Score -1462796 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1463055.125000 Penalty: 4873.622070
	Iteration 14Q: 3 clusters Score -1463055 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1463224.250000 Penalty: 4873.622070
	Iteration 15Q: 3 clusters Score -1463224 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1463354.000000 Penalty: 4873.622070
	Iteration 16Q: 3 clusters Score -1463354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1463479.000000 Penalty: 4873.622070
	Iteration 17Q: 3 clusters Score -1463479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1463593.125000 Penalty: 4873.622070
	Iteration 18Q: 3 clusters Score -1463593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1463673.375000 Penalty: 4873.622070
	Iteration 19Q: 3 clusters Score -1463673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1463739.000000 Penalty: 4873.622070
	Iteration 20F: 3 clusters Score -1463739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1463785.250000 Penalty: 4873.622070
	Iteration 21Q: 3 clusters Score -1463785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1463821.125000 Penalty: 4873.622070
	Iteration 22Q: 3 clusters Score -1463821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1463841.750000 Penalty: 4873.622070
	Iteration 23Q: 3 clusters Score -1463842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1463856.125000 Penalty: 4873.622070
	Iteration 24Q: 3 clusters Score -1463856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1463866.250000 Penalty: 4873.622070
	Iteration 25Q: 3 clusters Score -1463866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1463872.375000 Penalty: 4873.622070
	Iteration 26Q: 3 clusters Score -1463872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1463874.000000 Penalty: 4873.622070
	Iteration 27Q: 3 clusters Score -1463874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1463880.750000 Penalty: 4873.622070
	Iteration 28Q: 3 clusters Score -1463881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1463886.625000 Penalty: 4873.622070
	Iteration 29Q: 3 clusters Score -1463887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1463889.750000 Penalty: 4873.622070
	Iteration 30Q: 3 clusters Score -1463890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1463890.125000 Penalty: 4873.622070
	Iteration 31Q: 3 clusters Score -1463890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1463895.125000 Penalty: 4873.622070
	Iteration 32Q: 3 clusters Score -1463895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1463897.125000 Penalty: 4873.622070
	Iteration 33Q: 3 clusters Score -1463897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1463897.125000 Penalty: 4873.622070
	Iteration 34F: 3 clusters Score -1463897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Entering Unmasked Estep 
Score: -613169.937500 Penalty: 2220.406494
	Iteration 0F: 2 clusters Score -613169.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -606925.937500 Penalty: 4440.812988
	Iteration 0F: 3 clusters Score -606925.9 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -608565.500000 Penalty: 4440.812988
	Iteration 1F: 3 clusters Score -608565.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -608828.562500 Penalty: 4440.812988
	Iteration 2F: 3 clusters Score -608828.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -608971.125000 Penalty: 4440.812988
	Iteration 3Q: 3 clusters Score -608971.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -609065.000000 Penalty: 4440.812988
	Iteration 4Q: 3 clusters Score -609065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -609128.187500 Penalty: 4440.812988
	Iteration 5Q: 3 clusters Score -609128.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -609183.187500 Penalty: 4440.812988
	Iteration 6Q: 3 clusters Score -609183.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -609225.312500 Penalty: 4440.812988
	Iteration 7Q: 3 clusters Score -609225.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -609252.375000 Penalty: 4440.812988
	Iteration 8Q: 3 clusters Score -609252.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -609286.875000 Penalty: 4440.812988
	Iteration 9Q: 3 clusters Score -609286.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -609320.875000 Penalty: 4440.812988
	Iteration 10Q: 3 clusters Score -609320.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -609354.062500 Penalty: 4440.812988
	Iteration 11Q: 3 clusters Score -609354.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -609382.812500 Penalty: 4440.812988
	Iteration 12Q: 3 clusters Score -609382.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -609412.437500 Penalty: 4440.812988
	Iteration 13Q: 3 clusters Score -609412.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -609439.062500 Penalty: 4440.812988
	Iteration 14Q: 3 clusters Score -609439.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -609467.437500 Penalty: 4440.812988
	Iteration 15Q: 3 clusters Score -609467.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -609489.000000 Penalty: 4440.812988
	Iteration 16Q: 3 clusters Score -609489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -609508.500000 Penalty: 4440.812988
	Iteration 17Q: 3 clusters Score -609508.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -609525.687500 Penalty: 4440.812988
	Iteration 18Q: 3 clusters Score -609525.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -609540.375000 Penalty: 4440.812988
	Iteration 19Q: 3 clusters Score -609540.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -609557.500000 Penalty: 4440.812988
	Iteration 20F: 3 clusters Score -609557.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -609571.812500 Penalty: 4440.812988
	Iteration 21Q: 3 clusters Score -609571.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -609585.812500 Penalty: 4440.812988
	Iteration 22Q: 3 clusters Score -609585.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -609596.687500 Penalty: 4440.812988
	Iteration 23Q: 3 clusters Score -609596.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -609614.375000 Penalty: 4440.812988
	Iteration 24Q: 3 clusters Score -609614.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -609633.187500 Penalty: 4440.812988
	Iteration 25Q: 3 clusters Score -609633.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -609654.437500 Penalty: 4440.812988
	Iteration 26Q: 3 clusters Score -609654.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -609675.812500 Penalty: 4440.812988
	Iteration 27Q: 3 clusters Score -609675.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -609696.062500 Penalty: 4440.812988
	Iteration 28Q: 3 clusters Score -609696.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -609716.250000 Penalty: 4440.812988
	Iteration 29Q: 3 clusters Score -609716.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -609736.875000 Penalty: 4440.812988
	Iteration 30Q: 3 clusters Score -609736.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -609756.625000 Penalty: 4440.812988
	Iteration 31Q: 3 clusters Score -609756.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -609777.312500 Penalty: 4440.812988
	Iteration 32Q: 3 clusters Score -609777.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -609804.812500 Penalty: 4440.812988
	Iteration 33Q: 3 clusters Score -609804.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -609829.375000 Penalty: 4440.812988
	Iteration 34Q: 3 clusters Score -609829.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -609858.562500 Penalty: 4440.812988
	Iteration 35Q: 3 clusters Score -609858.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -609889.250000 Penalty: 4440.812988
	Iteration 36Q: 3 clusters Score -609889.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -609919.937500 Penalty: 4440.812988
	Iteration 37Q: 3 clusters Score -609919.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -609956.562500 Penalty: 4440.812988
	Iteration 38Q: 3 clusters Score -609956.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -610009.437500 Penalty: 4440.812988
	Iteration 39Q: 3 clusters Score -610009.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -610070.812500 Penalty: 4440.812988
	Iteration 40F: 3 clusters Score -610070.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -610135.250000 Penalty: 4440.812988
	Iteration 41Q: 3 clusters Score -610135.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -610209.062500 Penalty: 4440.812988
	Iteration 42Q: 3 clusters Score -610209.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -610308.375000 Penalty: 4440.812988
	Iteration 43Q: 3 clusters Score -610308.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -610420.625000 Penalty: 4440.812988
	Iteration 44Q: 3 clusters Score -610420.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -610527.125000 Penalty: 4440.812988
	Iteration 45Q: 3 clusters Score -610527.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -610643.750000 Penalty: 4440.812988
	Iteration 46Q: 3 clusters Score -610643.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -610752.875000 Penalty: 4440.812988
	Iteration 47Q: 3 clusters Score -610752.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -610861.375000 Penalty: 4440.812988
	Iteration 48Q: 3 clusters Score -610861.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -610942.500000 Penalty: 4440.812988
	Iteration 49Q: 3 clusters Score -610942.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -610995.812500 Penalty: 4440.812988
	Iteration 50Q: 3 clusters Score -610995.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -611051.625000 Penalty: 4440.812988
	Iteration 51Q: 3 clusters Score -611051.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -611106.000000 Penalty: 4440.812988
	Iteration 52Q: 3 clusters Score -611106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -611157.812500 Penalty: 4440.812988
	Iteration 53Q: 3 clusters Score -611157.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -611187.125000 Penalty: 4440.812988
	Iteration 54Q: 3 clusters Score -611187.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -611209.562500 Penalty: 4440.812988
	Iteration 55Q: 3 clusters Score -611209.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -611228.687500 Penalty: 4440.812988
	Iteration 56Q: 3 clusters Score -611228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -611247.562500 Penalty: 4440.812988
	Iteration 57Q: 3 clusters Score -611247.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -611264.750000 Penalty: 4440.812988
	Iteration 58Q: 3 clusters Score -611264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -611283.312500 Penalty: 4440.812988
	Iteration 59Q: 3 clusters Score -611283.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -611292.812500 Penalty: 4440.812988
	Iteration 60F: 3 clusters Score -611292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -611298.937500 Penalty: 4440.812988
	Iteration 61Q: 3 clusters Score -611298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -611301.750000 Penalty: 4440.812988
	Iteration 62Q: 3 clusters Score -611301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -611307.312500 Penalty: 4440.812988
	Iteration 63Q: 3 clusters Score -611307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -611311.750000 Penalty: 4440.812988
	Iteration 64Q: 3 clusters Score -611311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -611312.375000 Penalty: 4440.812988
	Iteration 65Q: 3 clusters Score -611312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -611313.625000 Penalty: 4440.812988
	Iteration 66Q: 3 clusters Score -611313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -611313.625000 Penalty: 4440.812988
	Iteration 67F: 3 clusters Score -611313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162520 members 
Entering Unmasked Estep 
Score: -13241286.000000 Penalty: 2975.641846
	Iteration 0F: 2 clusters Score -1.324129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -13132499.000000 Penalty: 5951.283691
	Iteration 0F: 3 clusters Score -1.31325e+07 nChanged 77856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -13177422.000000 Penalty: 5951.283691
	Iteration 1F: 3 clusters Score -1.317742e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -13178394.000000 Penalty: 5951.283691
	Iteration 2Q: 3 clusters Score -1.317839e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -13179405.000000 Penalty: 5951.283691
	Iteration 3Q: 3 clusters Score -1.31794e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -13180814.000000 Penalty: 5951.283691
	Iteration 4Q: 3 clusters Score -1.318081e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -13182910.000000 Penalty: 5951.283691
	Iteration 5Q: 3 clusters Score -1.318291e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -13186611.000000 Penalty: 5951.283691
	Iteration 6Q: 3 clusters Score -1.318661e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -13192410.000000 Penalty: 5951.283691
	Iteration 7F: 3 clusters Score -1.319241e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117382 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -13200618.000000 Penalty: 5951.283691
	Iteration 8F: 3 clusters Score -1.320062e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129073 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -13210648.000000 Penalty: 5951.283691
	Iteration 9F: 3 clusters Score -1.321065e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140241 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -13220593.000000 Penalty: 5951.283691
	Iteration 10F: 3 clusters Score -1.322059e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -13228289.000000 Penalty: 5951.283691
	Iteration 11F: 3 clusters Score -1.322829e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -13233195.000000 Penalty: 5951.283691
	Iteration 12Q: 3 clusters Score -1.32332e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158644 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -13235963.000000 Penalty: 5951.283691
	Iteration 13Q: 3 clusters Score -1.323596e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13237324.000000 Penalty: 5951.283691
	Iteration 14Q: 3 clusters Score -1.323732e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161177 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -13237971.000000 Penalty: 5951.283691
	Iteration 15Q: 3 clusters Score -1.323797e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13238263.000000 Penalty: 5951.283691
	Iteration 16Q: 3 clusters Score -1.323826e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161717 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13238419.000000 Penalty: 5951.283691
	Iteration 17Q: 3 clusters Score -1.323842e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13238513.000000 Penalty: 5951.283691
	Iteration 18Q: 3 clusters Score -1.323851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13238575.000000 Penalty: 5951.283691
	Iteration 19Q: 3 clusters Score -1.323858e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13238616.000000 Penalty: 5951.283691
	Iteration 20F: 3 clusters Score -1.323862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13238694.000000 Penalty: 5951.283691
	Iteration 21Q: 3 clusters Score -1.323869e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -13238732.000000 Penalty: 5951.283691
	Iteration 22Q: 3 clusters Score -1.323873e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13238747.000000 Penalty: 5951.283691
	Iteration 23Q: 3 clusters Score -1.323875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162000 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -13238763.000000 Penalty: 5951.283691
	Iteration 24Q: 3 clusters Score -1.323876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162009 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13238774.000000 Penalty: 5951.283691
	Iteration 25Q: 3 clusters Score -1.323877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13238784.000000 Penalty: 5951.283691
	Iteration 26Q: 3 clusters Score -1.323878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -13238795.000000 Penalty: 5951.283691
	Iteration 27Q: 3 clusters Score -1.32388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -13238812.000000 Penalty: 5951.283691
	Iteration 28Q: 3 clusters Score -1.323881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13238805.000000 Penalty: 5951.283691
	Iteration 29Q: 3 clusters Score -1.32388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162033 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13238812.000000 Penalty: 5951.283691
	Iteration 30Q: 3 clusters Score -1.323881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13238814.000000 Penalty: 5951.283691
	Iteration 31Q: 3 clusters Score -1.323881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13238814.000000 Penalty: 5951.283691
	Iteration 32F: 3 clusters Score -1.323881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -106518.218750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -106518.2 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 739 members 
Entering Unmasked Estep 
Score: -104256.742188 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -104256.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -104638.640625 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -104638.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104754.929688 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -104754.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -104820.445312 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -104820.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -104869.789062 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -104869.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104895.906250 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -104895.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104910.132812 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -104910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104920.031250 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -104920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104930.757812 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -104930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -104947.531250 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -104947.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104959.734375 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -104959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104964.546875 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -104964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104968.296875 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -104968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104968.296875 Penalty: 3608.141846
	Iteration 13F: 3 clusters Score -104968.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Entering Unmasked Estep 
Score: -270897.750000 Penalty: 2068.551270
	Iteration 0F: 2 clusters Score -270897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -266988.093750 Penalty: 4137.102539
	Iteration 0F: 3 clusters Score -266988.1 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -267997.468750 Penalty: 4137.102539
	Iteration 1F: 3 clusters Score -267997.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -268241.875000 Penalty: 4137.102539
	Iteration 2F: 3 clusters Score -268241.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -268418.593750 Penalty: 4137.102539
	Iteration 3F: 3 clusters Score -268418.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -268531.281250 Penalty: 4137.102539
	Iteration 4Q: 3 clusters Score -268531.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -268604.812500 Penalty: 4137.102539
	Iteration 5Q: 3 clusters Score -268604.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -268676.406250 Penalty: 4137.102539
	Iteration 6Q: 3 clusters Score -268676.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -268730.468750 Penalty: 4137.102539
	Iteration 7Q: 3 clusters Score -268730.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -268777.375000 Penalty: 4137.102539
	Iteration 8Q: 3 clusters Score -268777.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -268809.656250 Penalty: 4137.102539
	Iteration 9Q: 3 clusters Score -268809.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -268842.750000 Penalty: 4137.102539
	Iteration 10Q: 3 clusters Score -268842.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -268872.000000 Penalty: 4137.102539
	Iteration 11Q: 3 clusters Score -268872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -268907.781250 Penalty: 4137.102539
	Iteration 12Q: 3 clusters Score -268907.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -268954.281250 Penalty: 4137.102539
	Iteration 13Q: 3 clusters Score -268954.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -269006.625000 Penalty: 4137.102539
	Iteration 14Q: 3 clusters Score -269006.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -269059.875000 Penalty: 4137.102539
	Iteration 15Q: 3 clusters Score -269059.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -269109.125000 Penalty: 4137.102539
	Iteration 16Q: 3 clusters Score -269109.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -269166.718750 Penalty: 4137.102539
	Iteration 17Q: 3 clusters Score -269166.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -269229.000000 Penalty: 4137.102539
	Iteration 18Q: 3 clusters Score -269229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -269296.875000 Penalty: 4137.102539
	Iteration 19Q: 3 clusters Score -269296.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -269359.937500 Penalty: 4137.102539
	Iteration 20F: 3 clusters Score -269359.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -269421.000000 Penalty: 4137.102539
	Iteration 21Q: 3 clusters Score -269421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -269485.093750 Penalty: 4137.102539
	Iteration 22Q: 3 clusters Score -269485.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -269526.062500 Penalty: 4137.102539
	Iteration 23Q: 3 clusters Score -269526.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -269574.468750 Penalty: 4137.102539
	Iteration 24Q: 3 clusters Score -269574.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -269606.875000 Penalty: 4137.102539
	Iteration 25Q: 3 clusters Score -269606.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -269628.500000 Penalty: 4137.102539
	Iteration 26Q: 3 clusters Score -269628.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -269645.812500 Penalty: 4137.102539
	Iteration 27Q: 3 clusters Score -269645.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -269661.000000 Penalty: 4137.102539
	Iteration 28Q: 3 clusters Score -269661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -269673.906250 Penalty: 4137.102539
	Iteration 29Q: 3 clusters Score -269673.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -269681.437500 Penalty: 4137.102539
	Iteration 30Q: 3 clusters Score -269681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -269686.531250 Penalty: 4137.102539
	Iteration 31Q: 3 clusters Score -269686.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -269692.531250 Penalty: 4137.102539
	Iteration 32Q: 3 clusters Score -269692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -269697.000000 Penalty: 4137.102539
	Iteration 33Q: 3 clusters Score -269697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -269703.406250 Penalty: 4137.102539
	Iteration 34Q: 3 clusters Score -269703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -269708.812500 Penalty: 4137.102539
	Iteration 35Q: 3 clusters Score -269708.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -269715.906250 Penalty: 4137.102539
	Iteration 36Q: 3 clusters Score -269715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -269723.500000 Penalty: 4137.102539
	Iteration 37Q: 3 clusters Score -269723.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -269732.593750 Penalty: 4137.102539
	Iteration 38Q: 3 clusters Score -269732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -269739.406250 Penalty: 4137.102539
	Iteration 39Q: 3 clusters Score -269739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -269744.093750 Penalty: 4137.102539
	Iteration 40F: 3 clusters Score -269744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -269750.750000 Penalty: 4137.102539
	Iteration 41Q: 3 clusters Score -269750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -269755.812500 Penalty: 4137.102539
	Iteration 42Q: 3 clusters Score -269755.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -269761.093750 Penalty: 4137.102539
	Iteration 43Q: 3 clusters Score -269761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -269762.187500 Penalty: 4137.102539
	Iteration 44Q: 3 clusters Score -269762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -269762.875000 Penalty: 4137.102539
	Iteration 45Q: 3 clusters Score -269762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -269764.375000 Penalty: 4137.102539
	Iteration 46Q: 3 clusters Score -269764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -269765.187500 Penalty: 4137.102539
	Iteration 47Q: 3 clusters Score -269765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -269765.906250 Penalty: 4137.102539
	Iteration 48Q: 3 clusters Score -269765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -269766.312500 Penalty: 4137.102539
	Iteration 49Q: 3 clusters Score -269766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -269766.156250 Penalty: 4137.102539
	Iteration 50Q: 3 clusters Score -269766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -269766.156250 Penalty: 4137.102539
	Iteration 51F: 3 clusters Score -269766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Entering Unmasked Estep 
Score: -2391930.250000 Penalty: 2556.678223
	Iteration 0F: 2 clusters Score -2391930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2371254.500000 Penalty: 5113.356445
	Iteration 0F: 3 clusters Score -2371254 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2378627.250000 Penalty: 5113.356445
	Iteration 1F: 3 clusters Score -2378627 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2379173.750000 Penalty: 5113.356445
	Iteration 2F: 3 clusters Score -2379174 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2379768.250000 Penalty: 5113.356445
	Iteration 3Q: 3 clusters Score -2379768 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2380588.000000 Penalty: 5113.356445
	Iteration 4F: 3 clusters Score -2380588 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2381662.250000 Penalty: 5113.356445
	Iteration 5F: 3 clusters Score -2381662 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2383112.750000 Penalty: 5113.356445
	Iteration 6F: 3 clusters Score -2383113 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2384799.250000 Penalty: 5113.356445
	Iteration 7F: 3 clusters Score -2384799 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2386441.750000 Penalty: 5113.356445
	Iteration 8F: 3 clusters Score -2386442 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2387736.000000 Penalty: 5113.356445
	Iteration 9Q: 3 clusters Score -2387736 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2388566.500000 Penalty: 5113.356445
	Iteration 10Q: 3 clusters Score -2388566 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2389082.500000 Penalty: 5113.356445
	Iteration 11Q: 3 clusters Score -2389082 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2389350.500000 Penalty: 5113.356445
	Iteration 12Q: 3 clusters Score -2389350 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2389508.500000 Penalty: 5113.356445
	Iteration 13Q: 3 clusters Score -2389508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2389589.500000 Penalty: 5113.356445
	Iteration 14Q: 3 clusters Score -2389590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2389640.500000 Penalty: 5113.356445
	Iteration 15Q: 3 clusters Score -2389640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2389674.750000 Penalty: 5113.356445
	Iteration 16Q: 3 clusters Score -2389675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2389696.000000 Penalty: 5113.356445
	Iteration 17Q: 3 clusters Score -2389696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2389722.000000 Penalty: 5113.356445
	Iteration 18Q: 3 clusters Score -2389722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2389739.250000 Penalty: 5113.356445
	Iteration 19Q: 3 clusters Score -2389739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2389748.750000 Penalty: 5113.356445
	Iteration 20F: 3 clusters Score -2389749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2389754.750000 Penalty: 5113.356445
	Iteration 21Q: 3 clusters Score -2389755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2389759.250000 Penalty: 5113.356445
	Iteration 22Q: 3 clusters Score -2389759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2389767.000000 Penalty: 5113.356445
	Iteration 23Q: 3 clusters Score -2389767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2389772.750000 Penalty: 5113.356445
	Iteration 24Q: 3 clusters Score -2389773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2389773.250000 Penalty: 5113.356445
	Iteration 25Q: 3 clusters Score -2389773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2389779.750000 Penalty: 5113.356445
	Iteration 26Q: 3 clusters Score -2389780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2389781.750000 Penalty: 5113.356445
	Iteration 27Q: 3 clusters Score -2389782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2389781.750000 Penalty: 5113.356445
	Iteration 28F: 3 clusters Score -2389782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Entering Unmasked Estep 
Score: -1068848.000000 Penalty: 2355.967773
	Iteration 0F: 2 clusters Score -1068848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1059065.375000 Penalty: 4711.935547
	Iteration 0F: 3 clusters Score -1059065 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1062076.500000 Penalty: 4711.935547
	Iteration 1F: 3 clusters Score -1062076 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1062423.125000 Penalty: 4711.935547
	Iteration 2F: 3 clusters Score -1062423 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1062749.250000 Penalty: 4711.935547
	Iteration 3Q: 3 clusters Score -1062749 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1063146.000000 Penalty: 4711.935547
	Iteration 4F: 3 clusters Score -1063146 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1063625.125000 Penalty: 4711.935547
	Iteration 5F: 3 clusters Score -1063625 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1064155.500000 Penalty: 4711.935547
	Iteration 6F: 3 clusters Score -1064156 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1064745.125000 Penalty: 4711.935547
	Iteration 7F: 3 clusters Score -1064745 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1065323.625000 Penalty: 4711.935547
	Iteration 8Q: 3 clusters Score -1065324 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1065851.750000 Penalty: 4711.935547
	Iteration 9Q: 3 clusters Score -1065852 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1066220.125000 Penalty: 4711.935547
	Iteration 10Q: 3 clusters Score -1066220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1066426.375000 Penalty: 4711.935547
	Iteration 11Q: 3 clusters Score -1066426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1066565.500000 Penalty: 4711.935547
	Iteration 12Q: 3 clusters Score -1066566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1066639.125000 Penalty: 4711.935547
	Iteration 13Q: 3 clusters Score -1066639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1066688.750000 Penalty: 4711.935547
	Iteration 14Q: 3 clusters Score -1066689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1066721.500000 Penalty: 4711.935547
	Iteration 15Q: 3 clusters Score -1066722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1066750.250000 Penalty: 4711.935547
	Iteration 16Q: 3 clusters Score -1066750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1066767.000000 Penalty: 4711.935547
	Iteration 17Q: 3 clusters Score -1066767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1066773.750000 Penalty: 4711.935547
	Iteration 18Q: 3 clusters Score -1066774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1066779.000000 Penalty: 4711.935547
	Iteration 19Q: 3 clusters Score -1066779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1066794.500000 Penalty: 4711.935547
	Iteration 20F: 3 clusters Score -1066794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1066801.000000 Penalty: 4711.935547
	Iteration 21Q: 3 clusters Score -1066801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1066817.875000 Penalty: 4711.935547
	Iteration 22Q: 3 clusters Score -1066818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1066833.000000 Penalty: 4711.935547
	Iteration 23Q: 3 clusters Score -1066833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1066837.750000 Penalty: 4711.935547
	Iteration 24Q: 3 clusters Score -1066838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1066841.250000 Penalty: 4711.935547
	Iteration 25Q: 3 clusters Score -1066841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1066842.375000 Penalty: 4711.935547
	Iteration 26Q: 3 clusters Score -1066842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1066842.375000 Penalty: 4711.935547
	Iteration 27F: 3 clusters Score -1066842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Entering Unmasked Estep 
Score: -1683159.375000 Penalty: 2473.954346
	Iteration 0F: 2 clusters Score -1683159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1668079.875000 Penalty: 4947.908691
	Iteration 0F: 3 clusters Score -1668080 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1673024.000000 Penalty: 4947.908691
	Iteration 1F: 3 clusters Score -1673024 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1673574.875000 Penalty: 4947.908691
	Iteration 2F: 3 clusters Score -1673575 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1674091.375000 Penalty: 4947.908691
	Iteration 3F: 3 clusters Score -1674091 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1674661.000000 Penalty: 4947.908691
	Iteration 4F: 3 clusters Score -1674661 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1675291.125000 Penalty: 4947.908691
	Iteration 5F: 3 clusters Score -1675291 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1675989.500000 Penalty: 4947.908691
	Iteration 6F: 3 clusters Score -1675990 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1676773.125000 Penalty: 4947.908691
	Iteration 7F: 3 clusters Score -1676773 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1677542.750000 Penalty: 4947.908691
	Iteration 8F: 3 clusters Score -1677543 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1678233.625000 Penalty: 4947.908691
	Iteration 9Q: 3 clusters Score -1678234 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1678796.250000 Penalty: 4947.908691
	Iteration 10Q: 3 clusters Score -1678796 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1679189.000000 Penalty: 4947.908691
	Iteration 11Q: 3 clusters Score -1679189 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1679440.125000 Penalty: 4947.908691
	Iteration 12Q: 3 clusters Score -1679440 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1679609.625000 Penalty: 4947.908691
	Iteration 13Q: 3 clusters Score -1679610 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1679723.500000 Penalty: 4947.908691
	Iteration 14Q: 3 clusters Score -1679724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1679826.125000 Penalty: 4947.908691
	Iteration 15Q: 3 clusters Score -1679826 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1679917.500000 Penalty: 4947.908691
	Iteration 16Q: 3 clusters Score -1679918 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1679984.125000 Penalty: 4947.908691
	Iteration 17Q: 3 clusters Score -1679984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1680035.250000 Penalty: 4947.908691
	Iteration 18Q: 3 clusters Score -1680035 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1680095.875000 Penalty: 4947.908691
	Iteration 19Q: 3 clusters Score -1680096 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1680155.375000 Penalty: 4947.908691
	Iteration 20F: 3 clusters Score -1680155 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1680219.500000 Penalty: 4947.908691
	Iteration 21Q: 3 clusters Score -1680220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1680276.875000 Penalty: 4947.908691
	Iteration 22Q: 3 clusters Score -1680277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1680331.000000 Penalty: 4947.908691
	Iteration 23Q: 3 clusters Score -1680331 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1680388.750000 Penalty: 4947.908691
	Iteration 24Q: 3 clusters Score -1680389 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1680449.250000 Penalty: 4947.908691
	Iteration 25Q: 3 clusters Score -1680449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1680489.000000 Penalty: 4947.908691
	Iteration 26Q: 3 clusters Score -1680489 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1680544.500000 Penalty: 4947.908691
	Iteration 27Q: 3 clusters Score -1680544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1680597.125000 Penalty: 4947.908691
	Iteration 28Q: 3 clusters Score -1680597 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1680650.500000 Penalty: 4947.908691
	Iteration 29Q: 3 clusters Score -1680650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1680712.125000 Penalty: 4947.908691
	Iteration 30Q: 3 clusters Score -1680712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1680761.500000 Penalty: 4947.908691
	Iteration 31Q: 3 clusters Score -1680762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1680823.375000 Penalty: 4947.908691
	Iteration 32Q: 3 clusters Score -1680823 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1680889.000000 Penalty: 4947.908691
	Iteration 33Q: 3 clusters Score -1680889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1680940.375000 Penalty: 4947.908691
	Iteration 34Q: 3 clusters Score -1680940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1680983.500000 Penalty: 4947.908691
	Iteration 35Q: 3 clusters Score -1680984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1681024.375000 Penalty: 4947.908691
	Iteration 36Q: 3 clusters Score -1681024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1681062.000000 Penalty: 4947.908691
	Iteration 37Q: 3 clusters Score -1681062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1681105.000000 Penalty: 4947.908691
	Iteration 38Q: 3 clusters Score -1681105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1681130.125000 Penalty: 4947.908691
	Iteration 39Q: 3 clusters Score -1681130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1681165.625000 Penalty: 4947.908691
	Iteration 40F: 3 clusters Score -1681166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1681202.375000 Penalty: 4947.908691
	Iteration 41Q: 3 clusters Score -1681202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1681240.875000 Penalty: 4947.908691
	Iteration 42Q: 3 clusters Score -1681241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1681274.125000 Penalty: 4947.908691
	Iteration 43Q: 3 clusters Score -1681274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1681307.750000 Penalty: 4947.908691
	Iteration 44Q: 3 clusters Score -1681308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1681333.625000 Penalty: 4947.908691
	Iteration 45Q: 3 clusters Score -1681334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1681352.875000 Penalty: 4947.908691
	Iteration 46Q: 3 clusters Score -1681353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1681370.375000 Penalty: 4947.908691
	Iteration 47Q: 3 clusters Score -1681370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1681381.125000 Penalty: 4947.908691
	Iteration 48Q: 3 clusters Score -1681381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1681394.750000 Penalty: 4947.908691
	Iteration 49Q: 3 clusters Score -1681395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1681402.000000 Penalty: 4947.908691
	Iteration 50Q: 3 clusters Score -1681402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1681413.375000 Penalty: 4947.908691
	Iteration 51Q: 3 clusters Score -1681413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1681421.500000 Penalty: 4947.908691
	Iteration 52Q: 3 clusters Score -1681422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1681427.500000 Penalty: 4947.908691
	Iteration 53Q: 3 clusters Score -1681428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1681430.750000 Penalty: 4947.908691
	Iteration 54Q: 3 clusters Score -1681431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1681434.125000 Penalty: 4947.908691
	Iteration 55Q: 3 clusters Score -1681434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1681436.875000 Penalty: 4947.908691
	Iteration 56Q: 3 clusters Score -1681437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1681445.250000 Penalty: 4947.908691
	Iteration 57Q: 3 clusters Score -1681445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1681449.125000 Penalty: 4947.908691
	Iteration 58Q: 3 clusters Score -1681449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1681452.875000 Penalty: 4947.908691
	Iteration 59Q: 3 clusters Score -1681453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1681454.375000 Penalty: 4947.908691
	Iteration 60F: 3 clusters Score -1681454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1681459.625000 Penalty: 4947.908691
	Iteration 61Q: 3 clusters Score -1681460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1681470.875000 Penalty: 4947.908691
	Iteration 62Q: 3 clusters Score -1681471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1681469.500000 Penalty: 4947.908691
	Iteration 63Q: 3 clusters Score -1681470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1681471.375000 Penalty: 4947.908691
	Iteration 64Q: 3 clusters Score -1681471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1681471.375000 Penalty: 4947.908691
	Iteration 65Q: 3 clusters Score -1681471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1681472.750000 Penalty: 4947.908691
	Iteration 66Q: 3 clusters Score -1681473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1681474.500000 Penalty: 4947.908691
	Iteration 67Q: 3 clusters Score -1681474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1681473.125000 Penalty: 4947.908691
	Iteration 68Q: 3 clusters Score -1681473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1681476.625000 Penalty: 4947.908691
	Iteration 69Q: 3 clusters Score -1681477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1681477.000000 Penalty: 4947.908691
	Iteration 70Q: 3 clusters Score -1681477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1681478.750000 Penalty: 4947.908691
	Iteration 71Q: 3 clusters Score -1681479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1681478.625000 Penalty: 4947.908691
	Iteration 72Q: 3 clusters Score -1681479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1681477.750000 Penalty: 4947.908691
	Iteration 73Q: 3 clusters Score -1681478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1681480.625000 Penalty: 4947.908691
	Iteration 74Q: 3 clusters Score -1681481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1681479.625000 Penalty: 4947.908691
	Iteration 75Q: 3 clusters Score -1681480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1681477.750000 Penalty: 4947.908691
	Iteration 76Q: 3 clusters Score -1681478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1681480.375000 Penalty: 4947.908691
	Iteration 77Q: 3 clusters Score -1681480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1681480.125000 Penalty: 4947.908691
	Iteration 78Q: 3 clusters Score -1681480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1681483.875000 Penalty: 4947.908691
	Iteration 79Q: 3 clusters Score -1681484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1681482.500000 Penalty: 4947.908691
	Iteration 80F: 3 clusters Score -1681482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1681484.625000 Penalty: 4947.908691
	Iteration 81Q: 3 clusters Score -1681485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1681483.500000 Penalty: 4947.908691
	Iteration 82Q: 3 clusters Score -1681484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1681482.000000 Penalty: 4947.908691
	Iteration 83Q: 3 clusters Score -1681482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1681482.000000 Penalty: 4947.908691
	Iteration 84F: 3 clusters Score -1681482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (236402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236402 members 
Entering Unmasked Estep 
Score: -19106434.000000 Penalty: 3068.575684
	Iteration 0F: 2 clusters Score -1.910643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118034 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -18947972.000000 Penalty: 6137.151367
	Iteration 0F: 3 clusters Score -1.894797e+07 nChanged 114023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115575 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -19015432.000000 Penalty: 6137.151367
	Iteration 1F: 3 clusters Score -1.901543e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 122775 members 
Entering Unmasked Estep 
Score: -19016580.000000 Penalty: 6137.151367
	Iteration 2Q: 3 clusters Score -1.901658e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -19018372.000000 Penalty: 6137.151367
	Iteration 3Q: 3 clusters Score -1.901837e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105756 members 
Mstep: Class 2 contains 130646 members 
Entering Unmasked Estep 
Score: -19021140.000000 Penalty: 6137.151367
	Iteration 4Q: 3 clusters Score -1.902114e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -19025236.000000 Penalty: 6137.151367
	Iteration 5Q: 3 clusters Score -1.902524e+07 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 147873 members 
Entering Unmasked Estep 
Score: -19031934.000000 Penalty: 6137.151367
	Iteration 6F: 3 clusters Score -1.903193e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -19042304.000000 Penalty: 6137.151367
	Iteration 7F: 3 clusters Score -1.90423e+07 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -19055692.000000 Penalty: 6137.151367
	Iteration 8F: 3 clusters Score -1.905569e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 192360 members 
Entering Unmasked Estep 
Score: -19069630.000000 Penalty: 6137.151367
	Iteration 9F: 3 clusters Score -1.906963e+07 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 204899 members 
Entering Unmasked Estep 
Score: -19080846.000000 Penalty: 6137.151367
	Iteration 10F: 3 clusters Score -1.908085e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 214100 members 
Entering Unmasked Estep 
Score: -19088844.000000 Penalty: 6137.151367
	Iteration 11Q: 3 clusters Score -1.908884e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 220754 members 
Entering Unmasked Estep 
Score: -19094094.000000 Penalty: 6137.151367
	Iteration 12Q: 3 clusters Score -1.909409e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 225315 members 
Entering Unmasked Estep 
Score: -19097556.000000 Penalty: 6137.151367
	Iteration 13Q: 3 clusters Score -1.909756e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 228563 members 
Entering Unmasked Estep 
Score: -19100062.000000 Penalty: 6137.151367
	Iteration 14Q: 3 clusters Score -1.910006e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 230718 members 
Entering Unmasked Estep 
Score: -19101502.000000 Penalty: 6137.151367
	Iteration 15Q: 3 clusters Score -1.91015e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 232071 members 
Entering Unmasked Estep 
Score: -19102286.000000 Penalty: 6137.151367
	Iteration 16Q: 3 clusters Score -1.910229e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 232977 members 
Entering Unmasked Estep 
Score: -19102828.000000 Penalty: 6137.151367
	Iteration 17Q: 3 clusters Score -1.910283e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 233601 members 
Entering Unmasked Estep 
Score: -19103204.000000 Penalty: 6137.151367
	Iteration 18Q: 3 clusters Score -1.91032e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 234028 members 
Entering Unmasked Estep 
Score: -19103450.000000 Penalty: 6137.151367
	Iteration 19Q: 3 clusters Score -1.910345e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 234315 members 
Entering Unmasked Estep 
Score: -19103578.000000 Penalty: 6137.151367
	Iteration 20F: 3 clusters Score -1.910358e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 234512 members 
Entering Unmasked Estep 
Score: -19103656.000000 Penalty: 6137.151367
	Iteration 21Q: 3 clusters Score -1.910366e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 234671 members 
Entering Unmasked Estep 
Score: -19103712.000000 Penalty: 6137.151367
	Iteration 22Q: 3 clusters Score -1.910371e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 234766 members 
Entering Unmasked Estep 
Score: -19103798.000000 Penalty: 6137.151367
	Iteration 23Q: 3 clusters Score -1.91038e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 234850 members 
Entering Unmasked Estep 
Score: -19103870.000000 Penalty: 6137.151367
	Iteration 24Q: 3 clusters Score -1.910387e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 234909 members 
Entering Unmasked Estep 
Score: -19103894.000000 Penalty: 6137.151367
	Iteration 25Q: 3 clusters Score -1.910389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 234950 members 
Entering Unmasked Estep 
Score: -19103894.000000 Penalty: 6137.151367
	Iteration 26Q: 3 clusters Score -1.910389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 234980 members 
Entering Unmasked Estep 
Score: -19103922.000000 Penalty: 6137.151367
	Iteration 27Q: 3 clusters Score -1.910392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 235006 members 
Entering Unmasked Estep 
Score: -19103938.000000 Penalty: 6137.151367
	Iteration 28Q: 3 clusters Score -1.910394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 235032 members 
Entering Unmasked Estep 
Score: -19103932.000000 Penalty: 6137.151367
	Iteration 29Q: 3 clusters Score -1.910393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 235056 members 
Entering Unmasked Estep 
Score: -19103948.000000 Penalty: 6137.151367
	Iteration 30Q: 3 clusters Score -1.910395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 235074 members 
Entering Unmasked Estep 
Score: -19103944.000000 Penalty: 6137.151367
	Iteration 31Q: 3 clusters Score -1.910394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 235098 members 
Entering Unmasked Estep 
Score: -19103976.000000 Penalty: 6137.151367
	Iteration 32Q: 3 clusters Score -1.910398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 235114 members 
Entering Unmasked Estep 
Score: -19103980.000000 Penalty: 6137.151367
	Iteration 33Q: 3 clusters Score -1.910398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 235126 members 
Entering Unmasked Estep 
Score: -19103968.000000 Penalty: 6137.151367
	Iteration 34Q: 3 clusters Score -1.910397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 235127 members 
Entering Unmasked Estep 
Score: -19103980.000000 Penalty: 6137.151367
	Iteration 35Q: 3 clusters Score -1.910398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 235134 members 
Entering Unmasked Estep 
Score: -19103978.000000 Penalty: 6137.151367
	Iteration 36Q: 3 clusters Score -1.910398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 235137 members 
Entering Unmasked Estep 
Score: -19103988.000000 Penalty: 6137.151367
	Iteration 37Q: 3 clusters Score -1.910399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 235142 members 
Entering Unmasked Estep 
Score: -19103990.000000 Penalty: 6137.151367
	Iteration 38Q: 3 clusters Score -1.910399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 235145 members 
Entering Unmasked Estep 
Score: -19103986.000000 Penalty: 6137.151367
	Iteration 39Q: 3 clusters Score -1.910399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 235146 members 
Entering Unmasked Estep 
Score: -19103982.000000 Penalty: 6137.151367
	Iteration 40F: 3 clusters Score -1.910398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 235150 members 
Entering Unmasked Estep 
Score: -19103998.000000 Penalty: 6137.151367
	Iteration 41Q: 3 clusters Score -1.9104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 235153 members 
Entering Unmasked Estep 
Score: -19103994.000000 Penalty: 6137.151367
	Iteration 42Q: 3 clusters Score -1.910399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 235157 members 
Entering Unmasked Estep 
Score: -19104000.000000 Penalty: 6137.151367
	Iteration 43Q: 3 clusters Score -1.9104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 235164 members 
Entering Unmasked Estep 
Score: -19103994.000000 Penalty: 6137.151367
	Iteration 44Q: 3 clusters Score -1.910399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 235167 members 
Entering Unmasked Estep 
Score: -19104002.000000 Penalty: 6137.151367
	Iteration 45Q: 3 clusters Score -1.9104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 235167 members 
Entering Unmasked Estep 
Score: -19104002.000000 Penalty: 6137.151367
	Iteration 46F: 3 clusters Score -1.9104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -86260.460938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -86260.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84195.609375 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -84195.61 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -84507.226562 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -84507.23 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84609.468750 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -84609.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84656.812500 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -84656.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -84681.132812 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -84681.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -84694.781250 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -84694.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84698.054688 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -84698.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -84699.171875 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -84699.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -84701.367188 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -84701.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -84703.367188 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -84703.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -84704.257812 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -84704.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -84704.257812 Penalty: 3504.544189
	Iteration 11F: 3 clusters Score -84704.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -296835.187500 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -296835.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -293070.531250 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -293070.5 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -293883.781250 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -293883.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -294113.593750 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -294113.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -294252.500000 Penalty: 4099.124023
	Iteration 3F: 3 clusters Score -294252.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -294356.687500 Penalty: 4099.124023
	Iteration 4Q: 3 clusters Score -294356.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -294435.281250 Penalty: 4099.124023
	Iteration 5Q: 3 clusters Score -294435.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -294492.562500 Penalty: 4099.124023
	Iteration 6Q: 3 clusters Score -294492.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -294528.656250 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -294528.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -294547.843750 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -294547.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -294561.781250 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -294561.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -294579.187500 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -294579.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -294597.343750 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -294597.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -294615.250000 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -294615.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -294628.531250 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -294628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -294642.406250 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -294642.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -294652.468750 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -294652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -294659.687500 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -294659.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -294667.000000 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -294667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -294674.937500 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -294674.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -294684.031250 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -294684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -294690.250000 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -294690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -294694.281250 Penalty: 4099.124023
	Iteration 21Q: 3 clusters Score -294694.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -294697.343750 Penalty: 4099.124023
	Iteration 22Q: 3 clusters Score -294697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -294699.093750 Penalty: 4099.124023
	Iteration 23Q: 3 clusters Score -294699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -294700.687500 Penalty: 4099.124023
	Iteration 24Q: 3 clusters Score -294700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -294701.625000 Penalty: 4099.124023
	Iteration 25Q: 3 clusters Score -294701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -294702.406250 Penalty: 4099.124023
	Iteration 26Q: 3 clusters Score -294702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -294702.343750 Penalty: 4099.124023
	Iteration 27Q: 3 clusters Score -294702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -294702.343750 Penalty: 4099.124023
	Iteration 28F: 3 clusters Score -294702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1457341.250000 Penalty: 2440.165039
	Iteration 0F: 2 clusters Score -1457341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1444018.125000 Penalty: 4880.330078
	Iteration 0F: 3 clusters Score -1444018 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1448586.875000 Penalty: 4880.330078
	Iteration 1F: 3 clusters Score -1448587 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1449058.500000 Penalty: 4880.330078
	Iteration 2F: 3 clusters Score -1449058 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1449473.500000 Penalty: 4880.330078
	Iteration 3F: 3 clusters Score -1449474 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1449874.000000 Penalty: 4880.330078
	Iteration 4Q: 3 clusters Score -1449874 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1450297.500000 Penalty: 4880.330078
	Iteration 5Q: 3 clusters Score -1450298 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1450688.125000 Penalty: 4880.330078
	Iteration 6Q: 3 clusters Score -1450688 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1451055.875000 Penalty: 4880.330078
	Iteration 7Q: 3 clusters Score -1451056 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1451393.125000 Penalty: 4880.330078
	Iteration 8Q: 3 clusters Score -1451393 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1451710.875000 Penalty: 4880.330078
	Iteration 9Q: 3 clusters Score -1451711 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1452010.250000 Penalty: 4880.330078
	Iteration 10Q: 3 clusters Score -1452010 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1452295.125000 Penalty: 4880.330078
	Iteration 11Q: 3 clusters Score -1452295 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1452576.000000 Penalty: 4880.330078
	Iteration 12Q: 3 clusters Score -1452576 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1452852.875000 Penalty: 4880.330078
	Iteration 13Q: 3 clusters Score -1452853 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1453160.375000 Penalty: 4880.330078
	Iteration 14Q: 3 clusters Score -1453160 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1453457.250000 Penalty: 4880.330078
	Iteration 15Q: 3 clusters Score -1453457 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1453727.625000 Penalty: 4880.330078
	Iteration 16Q: 3 clusters Score -1453728 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1454006.750000 Penalty: 4880.330078
	Iteration 17Q: 3 clusters Score -1454007 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1454252.000000 Penalty: 4880.330078
	Iteration 18Q: 3 clusters Score -1454252 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1454436.625000 Penalty: 4880.330078
	Iteration 19Q: 3 clusters Score -1454437 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1454585.375000 Penalty: 4880.330078
	Iteration 20F: 3 clusters Score -1454585 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1454712.125000 Penalty: 4880.330078
	Iteration 21Q: 3 clusters Score -1454712 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1454812.625000 Penalty: 4880.330078
	Iteration 22Q: 3 clusters Score -1454813 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1454903.375000 Penalty: 4880.330078
	Iteration 23Q: 3 clusters Score -1454903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1454974.125000 Penalty: 4880.330078
	Iteration 24Q: 3 clusters Score -1454974 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1455044.125000 Penalty: 4880.330078
	Iteration 25Q: 3 clusters Score -1455044 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1455101.875000 Penalty: 4880.330078
	Iteration 26Q: 3 clusters Score -1455102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1455154.250000 Penalty: 4880.330078
	Iteration 27Q: 3 clusters Score -1455154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1455200.875000 Penalty: 4880.330078
	Iteration 28Q: 3 clusters Score -1455201 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1455232.875000 Penalty: 4880.330078
	Iteration 29Q: 3 clusters Score -1455233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1455262.625000 Penalty: 4880.330078
	Iteration 30Q: 3 clusters Score -1455263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1455301.875000 Penalty: 4880.330078
	Iteration 31Q: 3 clusters Score -1455302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1455333.875000 Penalty: 4880.330078
	Iteration 32Q: 3 clusters Score -1455334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1455362.000000 Penalty: 4880.330078
	Iteration 33Q: 3 clusters Score -1455362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1455385.125000 Penalty: 4880.330078
	Iteration 34Q: 3 clusters Score -1455385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1455396.375000 Penalty: 4880.330078
	Iteration 35Q: 3 clusters Score -1455396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1455416.500000 Penalty: 4880.330078
	Iteration 36Q: 3 clusters Score -1455416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1455429.375000 Penalty: 4880.330078
	Iteration 37Q: 3 clusters Score -1455429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1455441.125000 Penalty: 4880.330078
	Iteration 38Q: 3 clusters Score -1455441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1455452.750000 Penalty: 4880.330078
	Iteration 39Q: 3 clusters Score -1455453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1455462.500000 Penalty: 4880.330078
	Iteration 40F: 3 clusters Score -1455462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1455462.750000 Penalty: 4880.330078
	Iteration 41Q: 3 clusters Score -1455463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1455469.250000 Penalty: 4880.330078
	Iteration 42Q: 3 clusters Score -1455469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1455472.375000 Penalty: 4880.330078
	Iteration 43Q: 3 clusters Score -1455472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1455478.375000 Penalty: 4880.330078
	Iteration 44Q: 3 clusters Score -1455478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1455484.625000 Penalty: 4880.330078
	Iteration 45Q: 3 clusters Score -1455485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1455484.875000 Penalty: 4880.330078
	Iteration 46Q: 3 clusters Score -1455485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1455491.625000 Penalty: 4880.330078
	Iteration 47Q: 3 clusters Score -1455492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1455493.500000 Penalty: 4880.330078
	Iteration 48Q: 3 clusters Score -1455494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1455494.000000 Penalty: 4880.330078
	Iteration 49Q: 3 clusters Score -1455494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1455496.375000 Penalty: 4880.330078
	Iteration 50Q: 3 clusters Score -1455496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1455499.875000 Penalty: 4880.330078
	Iteration 51Q: 3 clusters Score -1455500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -1455502.000000 Penalty: 4880.330078
	Iteration 52Q: 3 clusters Score -1455502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1455505.625000 Penalty: 4880.330078
	Iteration 53Q: 3 clusters Score -1455506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1455506.750000 Penalty: 4880.330078
	Iteration 54Q: 3 clusters Score -1455507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1455513.000000 Penalty: 4880.330078
	Iteration 55Q: 3 clusters Score -1455513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1455516.125000 Penalty: 4880.330078
	Iteration 56Q: 3 clusters Score -1455516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1455518.125000 Penalty: 4880.330078
	Iteration 57Q: 3 clusters Score -1455518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1455523.250000 Penalty: 4880.330078
	Iteration 58Q: 3 clusters Score -1455523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1455525.125000 Penalty: 4880.330078
	Iteration 59Q: 3 clusters Score -1455525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1455527.500000 Penalty: 4880.330078
	Iteration 60F: 3 clusters Score -1455528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1455530.500000 Penalty: 4880.330078
	Iteration 61Q: 3 clusters Score -1455530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -1455536.375000 Penalty: 4880.330078
	Iteration 62Q: 3 clusters Score -1455536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1455537.625000 Penalty: 4880.330078
	Iteration 63Q: 3 clusters Score -1455538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1455539.000000 Penalty: 4880.330078
	Iteration 64Q: 3 clusters Score -1455539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1455542.000000 Penalty: 4880.330078
	Iteration 65Q: 3 clusters Score -1455542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1455543.625000 Penalty: 4880.330078
	Iteration 66Q: 3 clusters Score -1455544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1455543.250000 Penalty: 4880.330078
	Iteration 67Q: 3 clusters Score -1455543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1455543.750000 Penalty: 4880.330078
	Iteration 68Q: 3 clusters Score -1455544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1455543.750000 Penalty: 4880.330078
	Iteration 69F: 3 clusters Score -1455544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Entering Unmasked Estep 
Score: -8096205.500000 Penalty: 2851.386719
	Iteration 0F: 2 clusters Score -8096206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -8030379.000000 Penalty: 5702.773438
	Iteration 0F: 3 clusters Score -8030379 nChanged 46460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -8056994.000000 Penalty: 5702.773438
	Iteration 1F: 3 clusters Score -8056994 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -8058143.500000 Penalty: 5702.773438
	Iteration 2Q: 3 clusters Score -8058144 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -8059853.500000 Penalty: 5702.773438
	Iteration 3Q: 3 clusters Score -8059854 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -8062603.000000 Penalty: 5702.773438
	Iteration 4F: 3 clusters Score -8062603 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -8067105.500000 Penalty: 5702.773438
	Iteration 5F: 3 clusters Score -8067106 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -8073847.000000 Penalty: 5702.773438
	Iteration 6F: 3 clusters Score -8073847 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -8081530.500000 Penalty: 5702.773438
	Iteration 7F: 3 clusters Score -8081530 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -8087712.500000 Penalty: 5702.773438
	Iteration 8F: 3 clusters Score -8087712 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -8090438.000000 Penalty: 5702.773438
	Iteration 9Q: 3 clusters Score -8090438 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -8091417.500000 Penalty: 5702.773438
	Iteration 10Q: 3 clusters Score -8091418 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -8091877.500000 Penalty: 5702.773438
	Iteration 11Q: 3 clusters Score -8091878 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -8092181.500000 Penalty: 5702.773438
	Iteration 12Q: 3 clusters Score -8092182 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -8092429.500000 Penalty: 5702.773438
	Iteration 13Q: 3 clusters Score -8092430 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -8092560.000000 Penalty: 5702.773438
	Iteration 14Q: 3 clusters Score -8092560 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -8092720.000000 Penalty: 5702.773438
	Iteration 15Q: 3 clusters Score -8092720 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -8092880.500000 Penalty: 5702.773438
	Iteration 16Q: 3 clusters Score -8092880 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -8092974.500000 Penalty: 5702.773438
	Iteration 17Q: 3 clusters Score -8092974 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -8093101.000000 Penalty: 5702.773438
	Iteration 18Q: 3 clusters Score -8093101 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -8093211.500000 Penalty: 5702.773438
	Iteration 19Q: 3 clusters Score -8093212 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 91091 members 
Entering Unmasked Estep 
Score: -8093342.000000 Penalty: 5702.773438
	Iteration 20F: 3 clusters Score -8093342 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 91466 members 
Entering Unmasked Estep 
Score: -8093444.000000 Penalty: 5702.773438
	Iteration 21Q: 3 clusters Score -8093444 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -8093514.000000 Penalty: 5702.773438
	Iteration 22Q: 3 clusters Score -8093514 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -8093561.000000 Penalty: 5702.773438
	Iteration 23Q: 3 clusters Score -8093561 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -8093632.000000 Penalty: 5702.773438
	Iteration 24Q: 3 clusters Score -8093632 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 92665 members 
Entering Unmasked Estep 
Score: -8093668.500000 Penalty: 5702.773438
	Iteration 25Q: 3 clusters Score -8093668 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -8093753.500000 Penalty: 5702.773438
	Iteration 26Q: 3 clusters Score -8093754 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -8093817.000000 Penalty: 5702.773438
	Iteration 27Q: 3 clusters Score -8093817 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -8093871.000000 Penalty: 5702.773438
	Iteration 28Q: 3 clusters Score -8093871 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -8093898.000000 Penalty: 5702.773438
	Iteration 29Q: 3 clusters Score -8093898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -8093926.000000 Penalty: 5702.773438
	Iteration 30Q: 3 clusters Score -8093926 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -8093936.000000 Penalty: 5702.773438
	Iteration 31Q: 3 clusters Score -8093936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
Score: -8093978.000000 Penalty: 5702.773438
	Iteration 32Q: 3 clusters Score -8093978 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -8094044.000000 Penalty: 5702.773438
	Iteration 33Q: 3 clusters Score -8094044 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -8094088.000000 Penalty: 5702.773438
	Iteration 34Q: 3 clusters Score -8094088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -8094112.000000 Penalty: 5702.773438
	Iteration 35Q: 3 clusters Score -8094112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -8094159.000000 Penalty: 5702.773438
	Iteration 36Q: 3 clusters Score -8094159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 94864 members 
Entering Unmasked Estep 
Score: -8094161.000000 Penalty: 5702.773438
	Iteration 37Q: 3 clusters Score -8094161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -8094164.500000 Penalty: 5702.773438
	Iteration 38Q: 3 clusters Score -8094164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -8094177.000000 Penalty: 5702.773438
	Iteration 39Q: 3 clusters Score -8094177 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -8094218.000000 Penalty: 5702.773438
	Iteration 40F: 3 clusters Score -8094218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -8094245.000000 Penalty: 5702.773438
	Iteration 41Q: 3 clusters Score -8094245 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -8094261.500000 Penalty: 5702.773438
	Iteration 42Q: 3 clusters Score -8094262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -8094265.000000 Penalty: 5702.773438
	Iteration 43Q: 3 clusters Score -8094265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 95492 members 
Entering Unmasked Estep 
Score: -8094278.500000 Penalty: 5702.773438
	Iteration 44Q: 3 clusters Score -8094278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -8094270.500000 Penalty: 5702.773438
	Iteration 45Q: 3 clusters Score -8094270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -8094298.500000 Penalty: 5702.773438
	Iteration 46Q: 3 clusters Score -8094298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -8094303.000000 Penalty: 5702.773438
	Iteration 47Q: 3 clusters Score -8094303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 95665 members 
Entering Unmasked Estep 
Score: -8094317.000000 Penalty: 5702.773438
	Iteration 48Q: 3 clusters Score -8094317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -8094323.000000 Penalty: 5702.773438
	Iteration 49Q: 3 clusters Score -8094323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -8094320.500000 Penalty: 5702.773438
	Iteration 50Q: 3 clusters Score -8094320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -8094323.000000 Penalty: 5702.773438
	Iteration 51Q: 3 clusters Score -8094323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -8094331.000000 Penalty: 5702.773438
	Iteration 52Q: 3 clusters Score -8094331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -8094344.500000 Penalty: 5702.773438
	Iteration 53Q: 3 clusters Score -8094344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -8094343.000000 Penalty: 5702.773438
	Iteration 54Q: 3 clusters Score -8094343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -8094345.000000 Penalty: 5702.773438
	Iteration 55Q: 3 clusters Score -8094345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -8094360.000000 Penalty: 5702.773438
	Iteration 56Q: 3 clusters Score -8094360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -8094374.500000 Penalty: 5702.773438
	Iteration 57Q: 3 clusters Score -8094374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -8094366.500000 Penalty: 5702.773438
	Iteration 58Q: 3 clusters Score -8094366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -8094367.000000 Penalty: 5702.773438
	Iteration 59Q: 3 clusters Score -8094367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -8094374.500000 Penalty: 5702.773438
	Iteration 60F: 3 clusters Score -8094374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -8094368.500000 Penalty: 5702.773438
	Iteration 61Q: 3 clusters Score -8094368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -8094369.500000 Penalty: 5702.773438
	Iteration 62Q: 3 clusters Score -8094370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -8094372.500000 Penalty: 5702.773438
	Iteration 63Q: 3 clusters Score -8094372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -8094374.000000 Penalty: 5702.773438
	Iteration 64Q: 3 clusters Score -8094374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -8094385.000000 Penalty: 5702.773438
	Iteration 65Q: 3 clusters Score -8094385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -8094381.500000 Penalty: 5702.773438
	Iteration 66Q: 3 clusters Score -8094382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -8094380.000000 Penalty: 5702.773438
	Iteration 67Q: 3 clusters Score -8094380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -8094385.000000 Penalty: 5702.773438
	Iteration 68Q: 3 clusters Score -8094385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 96072 members 
Entering Unmasked Estep 
Score: -8094376.500000 Penalty: 5702.773438
	Iteration 69Q: 3 clusters Score -8094376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -8094398.000000 Penalty: 5702.773438
	Iteration 70Q: 3 clusters Score -8094398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -8094413.000000 Penalty: 5702.773438
	Iteration 71Q: 3 clusters Score -8094413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -8094416.500000 Penalty: 5702.773438
	Iteration 72Q: 3 clusters Score -8094416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -8094421.500000 Penalty: 5702.773438
	Iteration 73Q: 3 clusters Score -8094422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -8094409.500000 Penalty: 5702.773438
	Iteration 74Q: 3 clusters Score -8094410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -8094429.000000 Penalty: 5702.773438
	Iteration 75Q: 3 clusters Score -8094429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -8094430.000000 Penalty: 5702.773438
	Iteration 76Q: 3 clusters Score -8094430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 96162 members 
Entering Unmasked Estep 
Score: -8094435.000000 Penalty: 5702.773438
	Iteration 77Q: 3 clusters Score -8094435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -8094429.000000 Penalty: 5702.773438
	Iteration 78Q: 3 clusters Score -8094429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -8094429.000000 Penalty: 5702.773438
	Iteration 79F: 3 clusters Score -8094429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (847840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847840 members 
Entering Unmasked Estep 
Score: -68446336.000000 Penalty: 3385.310791
	Iteration 0F: 2 clusters Score -6.844634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424566 members 
Mstep: Class 2 contains 423274 members 
Entering Unmasked Estep 
Score: -67878672.000000 Penalty: 6770.621582
	Iteration 0F: 3 clusters Score -6.787867e+07 nChanged 416004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456328 members 
Mstep: Class 2 contains 391512 members 
Entering Unmasked Estep 
Score: -68133088.000000 Penalty: 6770.621582
	Iteration 1F: 3 clusters Score -6.813309e+07 nChanged 24498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476634 members 
Mstep: Class 2 contains 371206 members 
Entering Unmasked Estep 
Score: -68138920.000000 Penalty: 6770.621582
	Iteration 2Q: 3 clusters Score -6.813892e+07 nChanged 34450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508546 members 
Mstep: Class 2 contains 339294 members 
Entering Unmasked Estep 
Score: -68151520.000000 Penalty: 6770.621582
	Iteration 3Q: 3 clusters Score -6.815152e+07 nChanged 49444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556544 members 
Mstep: Class 2 contains 291296 members 
Entering Unmasked Estep 
Score: -68177272.000000 Penalty: 6770.621582
	Iteration 4F: 3 clusters Score -6.817727e+07 nChanged 67081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623037 members 
Mstep: Class 2 contains 224803 members 
Entering Unmasked Estep 
Score: -68224976.000000 Penalty: 6770.621582
	Iteration 5F: 3 clusters Score -6.822498e+07 nChanged 78712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701539 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -68295392.000000 Penalty: 6770.621582
	Iteration 6F: 3 clusters Score -6.829539e+07 nChanged 72162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773641 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -68368152.000000 Penalty: 6770.621582
	Iteration 7F: 3 clusters Score -6.836815e+07 nChanged 46092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819719 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -68415520.000000 Penalty: 6770.621582
	Iteration 8F: 3 clusters Score -6.841552e+07 nChanged 19713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839432 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -68434944.000000 Penalty: 6770.621582
	Iteration 9Q: 3 clusters Score -6.843494e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845569 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -68440712.000000 Penalty: 6770.621582
	Iteration 10Q: 3 clusters Score -6.844071e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847131 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -68442440.000000 Penalty: 6770.621582
	Iteration 11Q: 3 clusters Score -6.844244e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847485 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68442880.000000 Penalty: 6770.621582
	Iteration 12Q: 3 clusters Score -6.844288e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847565 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68443040.000000 Penalty: 6770.621582
	Iteration 13Q: 3 clusters Score -6.844304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68443160.000000 Penalty: 6770.621582
	Iteration 14Q: 3 clusters Score -6.844316e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847597 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68443144.000000 Penalty: 6770.621582
	Iteration 15Q: 3 clusters Score -6.844314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847605 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68443160.000000 Penalty: 6770.621582
	Iteration 16Q: 3 clusters Score -6.844316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847601 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68443136.000000 Penalty: 6770.621582
	Iteration 17Q: 3 clusters Score -6.844314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847608 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68443184.000000 Penalty: 6770.621582
	Iteration 18Q: 3 clusters Score -6.844318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847612 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68443176.000000 Penalty: 6770.621582
	Iteration 19Q: 3 clusters Score -6.844318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847613 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68443192.000000 Penalty: 6770.621582
	Iteration 20F: 3 clusters Score -6.844319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847613 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68443208.000000 Penalty: 6770.621582
	Iteration 21Q: 3 clusters Score -6.844321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847612 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68443208.000000 Penalty: 6770.621582
	Iteration 22Q: 3 clusters Score -6.844321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847612 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68443208.000000 Penalty: 6770.621582
	Iteration 23F: 3 clusters Score -6.844321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Entering Unmasked Estep 
Score: -1015216.562500 Penalty: 2353.636230
	Iteration 0F: 2 clusters Score -1015217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1005365.437500 Penalty: 4707.272461
	Iteration 0F: 3 clusters Score -1005365 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1008513.562500 Penalty: 4707.272461
	Iteration 1F: 3 clusters Score -1008514 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1009000.062500 Penalty: 4707.272461
	Iteration 2F: 3 clusters Score -1009000 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1009534.437500 Penalty: 4707.272461
	Iteration 3F: 3 clusters Score -1009534 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1010110.875000 Penalty: 4707.272461
	Iteration 4F: 3 clusters Score -1010111 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1010675.125000 Penalty: 4707.272461
	Iteration 5F: 3 clusters Score -1010675 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1011182.125000 Penalty: 4707.272461
	Iteration 6F: 3 clusters Score -1011182 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1011752.875000 Penalty: 4707.272461
	Iteration 7F: 3 clusters Score -1011753 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1012265.625000 Penalty: 4707.272461
	Iteration 8F: 3 clusters Score -1012266 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1012708.437500 Penalty: 4707.272461
	Iteration 9Q: 3 clusters Score -1012708 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1013069.687500 Penalty: 4707.272461
	Iteration 10Q: 3 clusters Score -1013070 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1013384.562500 Penalty: 4707.272461
	Iteration 11Q: 3 clusters Score -1013385 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1013676.437500 Penalty: 4707.272461
	Iteration 12Q: 3 clusters Score -1013676 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1013939.500000 Penalty: 4707.272461
	Iteration 13Q: 3 clusters Score -1013940 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1014188.375000 Penalty: 4707.272461
	Iteration 14Q: 3 clusters Score -1014188 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1014335.437500 Penalty: 4707.272461
	Iteration 15Q: 3 clusters Score -1014335 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1014406.500000 Penalty: 4707.272461
	Iteration 16Q: 3 clusters Score -1014406 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1014442.187500 Penalty: 4707.272461
	Iteration 17Q: 3 clusters Score -1014442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1014455.812500 Penalty: 4707.272461
	Iteration 18Q: 3 clusters Score -1014456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1014468.312500 Penalty: 4707.272461
	Iteration 19Q: 3 clusters Score -1014468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1014479.187500 Penalty: 4707.272461
	Iteration 20F: 3 clusters Score -1014479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1014487.187500 Penalty: 4707.272461
	Iteration 21Q: 3 clusters Score -1014487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1014490.625000 Penalty: 4707.272461
	Iteration 22Q: 3 clusters Score -1014491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1014495.312500 Penalty: 4707.272461
	Iteration 23Q: 3 clusters Score -1014495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1014494.687500 Penalty: 4707.272461
	Iteration 24Q: 3 clusters Score -1014495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1014498.437500 Penalty: 4707.272461
	Iteration 25Q: 3 clusters Score -1014498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1014500.562500 Penalty: 4707.272461
	Iteration 26Q: 3 clusters Score -1014501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1014500.375000 Penalty: 4707.272461
	Iteration 27Q: 3 clusters Score -1014500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1014501.812500 Penalty: 4707.272461
	Iteration 28Q: 3 clusters Score -1014502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1014501.125000 Penalty: 4707.272461
	Iteration 29Q: 3 clusters Score -1014501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1014498.562500 Penalty: 4707.272461
	Iteration 30Q: 3 clusters Score -1014499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1014501.625000 Penalty: 4707.272461
	Iteration 31Q: 3 clusters Score -1014502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1014502.250000 Penalty: 4707.272461
	Iteration 32Q: 3 clusters Score -1014502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1014500.687500 Penalty: 4707.272461
	Iteration 33Q: 3 clusters Score -1014501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1014502.312500 Penalty: 4707.272461
	Iteration 34Q: 3 clusters Score -1014502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1014503.875000 Penalty: 4707.272461
	Iteration 35Q: 3 clusters Score -1014504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1014503.875000 Penalty: 4707.272461
	Iteration 36F: 3 clusters Score -1014504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1307615.000000 Penalty: 2400.166504
	Iteration 0F: 2 clusters Score -1307615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1296213.875000 Penalty: 4800.333008
	Iteration 0F: 3 clusters Score -1296214 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1299935.375000 Penalty: 4800.333008
	Iteration 1F: 3 clusters Score -1299935 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1300322.625000 Penalty: 4800.333008
	Iteration 2F: 3 clusters Score -1300323 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1300620.875000 Penalty: 4800.333008
	Iteration 3Q: 3 clusters Score -1300621 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1300924.500000 Penalty: 4800.333008
	Iteration 4Q: 3 clusters Score -1300924 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1301238.000000 Penalty: 4800.333008
	Iteration 5Q: 3 clusters Score -1301238 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1301592.375000 Penalty: 4800.333008
	Iteration 6Q: 3 clusters Score -1301592 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1301962.250000 Penalty: 4800.333008
	Iteration 7Q: 3 clusters Score -1301962 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1302380.125000 Penalty: 4800.333008
	Iteration 8Q: 3 clusters Score -1302380 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1302754.125000 Penalty: 4800.333008
	Iteration 9Q: 3 clusters Score -1302754 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1303088.625000 Penalty: 4800.333008
	Iteration 10Q: 3 clusters Score -1303089 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1303408.000000 Penalty: 4800.333008
	Iteration 11Q: 3 clusters Score -1303408 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1303673.375000 Penalty: 4800.333008
	Iteration 12Q: 3 clusters Score -1303673 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1303896.000000 Penalty: 4800.333008
	Iteration 13Q: 3 clusters Score -1303896 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1304059.375000 Penalty: 4800.333008
	Iteration 14Q: 3 clusters Score -1304059 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1304164.875000 Penalty: 4800.333008
	Iteration 15Q: 3 clusters Score -1304165 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1304251.500000 Penalty: 4800.333008
	Iteration 16Q: 3 clusters Score -1304252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1304312.250000 Penalty: 4800.333008
	Iteration 17Q: 3 clusters Score -1304312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1304351.500000 Penalty: 4800.333008
	Iteration 18Q: 3 clusters Score -1304352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1304385.000000 Penalty: 4800.333008
	Iteration 19Q: 3 clusters Score -1304385 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1304416.375000 Penalty: 4800.333008
	Iteration 20F: 3 clusters Score -1304416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1304437.000000 Penalty: 4800.333008
	Iteration 21Q: 3 clusters Score -1304437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1304451.125000 Penalty: 4800.333008
	Iteration 22Q: 3 clusters Score -1304451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1304480.250000 Penalty: 4800.333008
	Iteration 23Q: 3 clusters Score -1304480 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1304495.750000 Penalty: 4800.333008
	Iteration 24Q: 3 clusters Score -1304496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1304513.000000 Penalty: 4800.333008
	Iteration 25Q: 3 clusters Score -1304513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1304531.000000 Penalty: 4800.333008
	Iteration 26Q: 3 clusters Score -1304531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1304544.750000 Penalty: 4800.333008
	Iteration 27Q: 3 clusters Score -1304545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1304554.625000 Penalty: 4800.333008
	Iteration 28Q: 3 clusters Score -1304555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1304564.625000 Penalty: 4800.333008
	Iteration 29Q: 3 clusters Score -1304565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1304576.250000 Penalty: 4800.333008
	Iteration 30Q: 3 clusters Score -1304576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1304596.125000 Penalty: 4800.333008
	Iteration 31Q: 3 clusters Score -1304596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1304606.750000 Penalty: 4800.333008
	Iteration 32Q: 3 clusters Score -1304607 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1304625.125000 Penalty: 4800.333008
	Iteration 33Q: 3 clusters Score -1304625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1304636.250000 Penalty: 4800.333008
	Iteration 34Q: 3 clusters Score -1304636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1304650.250000 Penalty: 4800.333008
	Iteration 35Q: 3 clusters Score -1304650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1304656.750000 Penalty: 4800.333008
	Iteration 36Q: 3 clusters Score -1304657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1304671.000000 Penalty: 4800.333008
	Iteration 37Q: 3 clusters Score -1304671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1304683.750000 Penalty: 4800.333008
	Iteration 38Q: 3 clusters Score -1304684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1304696.875000 Penalty: 4800.333008
	Iteration 39Q: 3 clusters Score -1304697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1304702.000000 Penalty: 4800.333008
	Iteration 40F: 3 clusters Score -1304702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1304714.375000 Penalty: 4800.333008
	Iteration 41Q: 3 clusters Score -1304714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1304726.000000 Penalty: 4800.333008
	Iteration 42Q: 3 clusters Score -1304726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1304734.375000 Penalty: 4800.333008
	Iteration 43Q: 3 clusters Score -1304734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1304751.750000 Penalty: 4800.333008
	Iteration 44Q: 3 clusters Score -1304752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1304762.750000 Penalty: 4800.333008
	Iteration 45Q: 3 clusters Score -1304763 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1304771.625000 Penalty: 4800.333008
	Iteration 46Q: 3 clusters Score -1304772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1304778.000000 Penalty: 4800.333008
	Iteration 47Q: 3 clusters Score -1304778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1304789.250000 Penalty: 4800.333008
	Iteration 48Q: 3 clusters Score -1304789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1304796.000000 Penalty: 4800.333008
	Iteration 49Q: 3 clusters Score -1304796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1304802.625000 Penalty: 4800.333008
	Iteration 50Q: 3 clusters Score -1304803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1304800.750000 Penalty: 4800.333008
	Iteration 51Q: 3 clusters Score -1304801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1304806.125000 Penalty: 4800.333008
	Iteration 52Q: 3 clusters Score -1304806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1304819.125000 Penalty: 4800.333008
	Iteration 53Q: 3 clusters Score -1304819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1304828.875000 Penalty: 4800.333008
	Iteration 54Q: 3 clusters Score -1304829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1304833.375000 Penalty: 4800.333008
	Iteration 55Q: 3 clusters Score -1304833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1304843.875000 Penalty: 4800.333008
	Iteration 56Q: 3 clusters Score -1304844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1304857.125000 Penalty: 4800.333008
	Iteration 57Q: 3 clusters Score -1304857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1304869.125000 Penalty: 4800.333008
	Iteration 58Q: 3 clusters Score -1304869 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1304891.750000 Penalty: 4800.333008
	Iteration 59Q: 3 clusters Score -1304892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1304907.125000 Penalty: 4800.333008
	Iteration 60F: 3 clusters Score -1304907 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1304923.625000 Penalty: 4800.333008
	Iteration 61Q: 3 clusters Score -1304924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1304943.500000 Penalty: 4800.333008
	Iteration 62Q: 3 clusters Score -1304944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1304951.250000 Penalty: 4800.333008
	Iteration 63Q: 3 clusters Score -1304951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1304962.750000 Penalty: 4800.333008
	Iteration 64Q: 3 clusters Score -1304963 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1304974.125000 Penalty: 4800.333008
	Iteration 65Q: 3 clusters Score -1304974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1304981.375000 Penalty: 4800.333008
	Iteration 66Q: 3 clusters Score -1304981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1305002.000000 Penalty: 4800.333008
	Iteration 67Q: 3 clusters Score -1305002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1305011.375000 Penalty: 4800.333008
	Iteration 68Q: 3 clusters Score -1305011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1305019.750000 Penalty: 4800.333008
	Iteration 69Q: 3 clusters Score -1305020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1305032.625000 Penalty: 4800.333008
	Iteration 70Q: 3 clusters Score -1305033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1305039.500000 Penalty: 4800.333008
	Iteration 71Q: 3 clusters Score -1305040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1305046.500000 Penalty: 4800.333008
	Iteration 72Q: 3 clusters Score -1305046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1305057.375000 Penalty: 4800.333008
	Iteration 73Q: 3 clusters Score -1305057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1305063.125000 Penalty: 4800.333008
	Iteration 74Q: 3 clusters Score -1305063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1305070.750000 Penalty: 4800.333008
	Iteration 75Q: 3 clusters Score -1305071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1305071.500000 Penalty: 4800.333008
	Iteration 76Q: 3 clusters Score -1305072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1305082.000000 Penalty: 4800.333008
	Iteration 77Q: 3 clusters Score -1305082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1305086.500000 Penalty: 4800.333008
	Iteration 78Q: 3 clusters Score -1305086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1305091.625000 Penalty: 4800.333008
	Iteration 79Q: 3 clusters Score -1305092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1305097.125000 Penalty: 4800.333008
	Iteration 80F: 3 clusters Score -1305097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1305096.625000 Penalty: 4800.333008
	Iteration 81Q: 3 clusters Score -1305097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1305104.625000 Penalty: 4800.333008
	Iteration 82Q: 3 clusters Score -1305105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1305106.875000 Penalty: 4800.333008
	Iteration 83Q: 3 clusters Score -1305107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1305108.875000 Penalty: 4800.333008
	Iteration 84Q: 3 clusters Score -1305109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1305117.125000 Penalty: 4800.333008
	Iteration 85Q: 3 clusters Score -1305117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1305120.625000 Penalty: 4800.333008
	Iteration 86Q: 3 clusters Score -1305121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1305120.500000 Penalty: 4800.333008
	Iteration 87Q: 3 clusters Score -1305120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1305121.125000 Penalty: 4800.333008
	Iteration 88Q: 3 clusters Score -1305121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1305119.125000 Penalty: 4800.333008
	Iteration 89Q: 3 clusters Score -1305119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1305118.125000 Penalty: 4800.333008
	Iteration 90Q: 3 clusters Score -1305118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1305119.000000 Penalty: 4800.333008
	Iteration 91Q: 3 clusters Score -1305119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1305120.500000 Penalty: 4800.333008
	Iteration 92Q: 3 clusters Score -1305120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1305123.750000 Penalty: 4800.333008
	Iteration 93Q: 3 clusters Score -1305124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1305120.875000 Penalty: 4800.333008
	Iteration 94Q: 3 clusters Score -1305121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1305122.875000 Penalty: 4800.333008
	Iteration 95Q: 3 clusters Score -1305123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1305124.625000 Penalty: 4800.333008
	Iteration 96Q: 3 clusters Score -1305125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1305122.750000 Penalty: 4800.333008
	Iteration 97Q: 3 clusters Score -1305123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1305125.625000 Penalty: 4800.333008
	Iteration 98Q: 3 clusters Score -1305126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1305127.000000 Penalty: 4800.333008
	Iteration 99Q: 3 clusters Score -1305127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1305128.125000 Penalty: 4800.333008
	Iteration 100F: 3 clusters Score -1305128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1305127.000000 Penalty: 4800.333008
	Iteration 101Q: 3 clusters Score -1305127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1305125.875000 Penalty: 4800.333008
	Iteration 102Q: 3 clusters Score -1305126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1305128.375000 Penalty: 4800.333008
	Iteration 103Q: 3 clusters Score -1305128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1305131.125000 Penalty: 4800.333008
	Iteration 104Q: 3 clusters Score -1305131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1305130.500000 Penalty: 4800.333008
	Iteration 105Q: 3 clusters Score -1305130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1305131.250000 Penalty: 4800.333008
	Iteration 106Q: 3 clusters Score -1305131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1305130.750000 Penalty: 4800.333008
	Iteration 107Q: 3 clusters Score -1305131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1305130.500000 Penalty: 4800.333008
	Iteration 108Q: 3 clusters Score -1305130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1305130.500000 Penalty: 4800.333008
	Iteration 109F: 3 clusters Score -1305130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Entering Unmasked Estep 
Score: -247383.984375 Penalty: 2006.799438
	Iteration 0F: 2 clusters Score -247384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -243971.671875 Penalty: 4013.598877
	Iteration 0F: 3 clusters Score -243971.7 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -244677.109375 Penalty: 4013.598877
	Iteration 1F: 3 clusters Score -244677.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -244915.828125 Penalty: 4013.598877
	Iteration 2F: 3 clusters Score -244915.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -245121.359375 Penalty: 4013.598877
	Iteration 3F: 3 clusters Score -245121.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -245299.734375 Penalty: 4013.598877
	Iteration 4F: 3 clusters Score -245299.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -245419.500000 Penalty: 4013.598877
	Iteration 5Q: 3 clusters Score -245419.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -245508.312500 Penalty: 4013.598877
	Iteration 6Q: 3 clusters Score -245508.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -245588.421875 Penalty: 4013.598877
	Iteration 7Q: 3 clusters Score -245588.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -245666.453125 Penalty: 4013.598877
	Iteration 8Q: 3 clusters Score -245666.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -245755.578125 Penalty: 4013.598877
	Iteration 9Q: 3 clusters Score -245755.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -245866.218750 Penalty: 4013.598877
	Iteration 10Q: 3 clusters Score -245866.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -245980.968750 Penalty: 4013.598877
	Iteration 11Q: 3 clusters Score -245981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -246051.593750 Penalty: 4013.598877
	Iteration 12Q: 3 clusters Score -246051.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -246086.453125 Penalty: 4013.598877
	Iteration 13Q: 3 clusters Score -246086.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -246105.453125 Penalty: 4013.598877
	Iteration 14Q: 3 clusters Score -246105.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -246122.406250 Penalty: 4013.598877
	Iteration 15Q: 3 clusters Score -246122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -246130.937500 Penalty: 4013.598877
	Iteration 16Q: 3 clusters Score -246130.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -246140.031250 Penalty: 4013.598877
	Iteration 17Q: 3 clusters Score -246140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -246148.406250 Penalty: 4013.598877
	Iteration 18Q: 3 clusters Score -246148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -246156.265625 Penalty: 4013.598877
	Iteration 19Q: 3 clusters Score -246156.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -246163.156250 Penalty: 4013.598877
	Iteration 20F: 3 clusters Score -246163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -246167.265625 Penalty: 4013.598877
	Iteration 21Q: 3 clusters Score -246167.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -246171.531250 Penalty: 4013.598877
	Iteration 22Q: 3 clusters Score -246171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -246176.812500 Penalty: 4013.598877
	Iteration 23Q: 3 clusters Score -246176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -246180.453125 Penalty: 4013.598877
	Iteration 24Q: 3 clusters Score -246180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -246182.296875 Penalty: 4013.598877
	Iteration 25Q: 3 clusters Score -246182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -246186.750000 Penalty: 4013.598877
	Iteration 26Q: 3 clusters Score -246186.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -246190.421875 Penalty: 4013.598877
	Iteration 27Q: 3 clusters Score -246190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -246192.171875 Penalty: 4013.598877
	Iteration 28Q: 3 clusters Score -246192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -246195.140625 Penalty: 4013.598877
	Iteration 29Q: 3 clusters Score -246195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -246196.828125 Penalty: 4013.598877
	Iteration 30Q: 3 clusters Score -246196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -246198.312500 Penalty: 4013.598877
	Iteration 31Q: 3 clusters Score -246198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -246199.171875 Penalty: 4013.598877
	Iteration 32Q: 3 clusters Score -246199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -246199.343750 Penalty: 4013.598877
	Iteration 33Q: 3 clusters Score -246199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -246199.640625 Penalty: 4013.598877
	Iteration 34Q: 3 clusters Score -246199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -246199.640625 Penalty: 4013.598877
	Iteration 35F: 3 clusters Score -246199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -269010.968750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -269011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -265429.656250 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -265429.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -266125.531250 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -266125.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -266315.718750 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -266315.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -266454.687500 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -266454.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -266545.000000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -266545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -266607.906250 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -266607.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -266655.531250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -266655.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -266693.281250 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -266693.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -266726.375000 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -266726.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -266767.468750 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -266767.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -266819.218750 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -266819.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -266877.750000 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -266877.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -266928.062500 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -266928.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -266972.625000 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -266972.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -267015.437500 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -267015.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -267060.968750 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -267061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267106.656250 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -267106.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -267158.093750 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -267158.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -267208.343750 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -267208.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -267272.843750 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -267272.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -267318.062500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -267318.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -267352.156250 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -267352.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -267384.593750 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -267384.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -267418.718750 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -267418.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -267448.406250 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -267448.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -267471.843750 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -267471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -267500.718750 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -267500.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -267522.156250 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -267522.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -267542.968750 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -267543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -267562.093750 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -267562.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -267582.968750 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -267583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -267606.250000 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -267606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -267620.281250 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -267620.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -267633.937500 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -267633.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -267653.062500 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -267653.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -267673.812500 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -267673.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -267693.875000 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -267693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -267706.187500 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -267706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -267714.468750 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -267714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -267719.468750 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -267719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -267723.750000 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -267723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -267727.031250 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -267727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -267727.281250 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -267727.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -267728.000000 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -267728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -267728.812500 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -267728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -267729.375000 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -267729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -267729.375000 Penalty: 4042.202637
	Iteration 46F: 3 clusters Score -267729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Entering Unmasked Estep 
Score: -2634080.250000 Penalty: 2583.401123
	Iteration 0F: 2 clusters Score -2634080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2611222.500000 Penalty: 5166.802246
	Iteration 0F: 3 clusters Score -2611222 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2619538.000000 Penalty: 5166.802246
	Iteration 1F: 3 clusters Score -2619538 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2620058.750000 Penalty: 5166.802246
	Iteration 2Q: 3 clusters Score -2620059 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2620553.250000 Penalty: 5166.802246
	Iteration 3Q: 3 clusters Score -2620553 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2621149.250000 Penalty: 5166.802246
	Iteration 4Q: 3 clusters Score -2621149 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2621960.000000 Penalty: 5166.802246
	Iteration 5Q: 3 clusters Score -2621960 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2623245.250000 Penalty: 5166.802246
	Iteration 6F: 3 clusters Score -2623245 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2625108.750000 Penalty: 5166.802246
	Iteration 7F: 3 clusters Score -2625109 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2627366.750000 Penalty: 5166.802246
	Iteration 8F: 3 clusters Score -2627367 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2629283.750000 Penalty: 5166.802246
	Iteration 9F: 3 clusters Score -2629284 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2630479.500000 Penalty: 5166.802246
	Iteration 10Q: 3 clusters Score -2630480 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2631142.250000 Penalty: 5166.802246
	Iteration 11Q: 3 clusters Score -2631142 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2631449.000000 Penalty: 5166.802246
	Iteration 12Q: 3 clusters Score -2631449 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2631621.000000 Penalty: 5166.802246
	Iteration 13Q: 3 clusters Score -2631621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2631697.250000 Penalty: 5166.802246
	Iteration 14Q: 3 clusters Score -2631697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2631751.250000 Penalty: 5166.802246
	Iteration 15Q: 3 clusters Score -2631751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2631798.000000 Penalty: 5166.802246
	Iteration 16Q: 3 clusters Score -2631798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2631815.000000 Penalty: 5166.802246
	Iteration 17Q: 3 clusters Score -2631815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2631828.750000 Penalty: 5166.802246
	Iteration 18Q: 3 clusters Score -2631829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2631838.000000 Penalty: 5166.802246
	Iteration 19Q: 3 clusters Score -2631838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2631847.000000 Penalty: 5166.802246
	Iteration 20F: 3 clusters Score -2631847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2631848.750000 Penalty: 5166.802246
	Iteration 21Q: 3 clusters Score -2631849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2631854.000000 Penalty: 5166.802246
	Iteration 22Q: 3 clusters Score -2631854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2631864.750000 Penalty: 5166.802246
	Iteration 23Q: 3 clusters Score -2631865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2631870.250000 Penalty: 5166.802246
	Iteration 24Q: 3 clusters Score -2631870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2631876.000000 Penalty: 5166.802246
	Iteration 25Q: 3 clusters Score -2631876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2631879.250000 Penalty: 5166.802246
	Iteration 26Q: 3 clusters Score -2631879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2631886.250000 Penalty: 5166.802246
	Iteration 27Q: 3 clusters Score -2631886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2631889.000000 Penalty: 5166.802246
	Iteration 28Q: 3 clusters Score -2631889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2631898.750000 Penalty: 5166.802246
	Iteration 29Q: 3 clusters Score -2631899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2631905.000000 Penalty: 5166.802246
	Iteration 30Q: 3 clusters Score -2631905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2631909.500000 Penalty: 5166.802246
	Iteration 31Q: 3 clusters Score -2631910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2631914.500000 Penalty: 5166.802246
	Iteration 32Q: 3 clusters Score -2631914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2631915.000000 Penalty: 5166.802246
	Iteration 33Q: 3 clusters Score -2631915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2631915.750000 Penalty: 5166.802246
	Iteration 34Q: 3 clusters Score -2631916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2631917.500000 Penalty: 5166.802246
	Iteration 35Q: 3 clusters Score -2631918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2631916.250000 Penalty: 5166.802246
	Iteration 36Q: 3 clusters Score -2631916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2631918.000000 Penalty: 5166.802246
	Iteration 37Q: 3 clusters Score -2631918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2631918.500000 Penalty: 5166.802246
	Iteration 38Q: 3 clusters Score -2631918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2631920.250000 Penalty: 5166.802246
	Iteration 39Q: 3 clusters Score -2631920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2631922.500000 Penalty: 5166.802246
	Iteration 40F: 3 clusters Score -2631922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2631926.000000 Penalty: 5166.802246
	Iteration 41Q: 3 clusters Score -2631926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2631931.000000 Penalty: 5166.802246
	Iteration 42Q: 3 clusters Score -2631931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2631931.000000 Penalty: 5166.802246
	Iteration 43F: 3 clusters Score -2631931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -671051.062500 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -671051.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -664283.187500 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -664283.2 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -666150.687500 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -666150.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -666458.750000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -666458.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -666688.062500 Penalty: 4493.693359
	Iteration 3F: 3 clusters Score -666688.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -666835.937500 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -666835.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -666945.000000 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -666945 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -667025.250000 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -667025.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -667098.000000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -667098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -667164.312500 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -667164.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -667240.750000 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -667240.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -667321.750000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -667321.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -667415.750000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -667415.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -667519.000000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -667519 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -667629.375000 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -667629.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -667726.125000 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -667726.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -667834.625000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -667834.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -667954.687500 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -667954.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -668084.625000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -668084.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -668198.625000 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -668198.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -668313.375000 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -668313.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -668423.375000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -668423.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -668524.937500 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -668524.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -668622.437500 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -668622.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -668708.250000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -668708.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -668782.812500 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -668782.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -668845.375000 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -668845.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -668889.375000 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -668889.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -668924.562500 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -668924.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -668951.125000 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -668951.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -668982.187500 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -668982.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -669003.875000 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -669003.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -669019.000000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -669019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -669032.125000 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -669032.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -669045.250000 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -669045.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -669055.812500 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -669055.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -669072.625000 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -669072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -669085.125000 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -669085.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -669093.000000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -669093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -669098.562500 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -669098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -669102.187500 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -669102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -669105.875000 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -669105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -669108.187500 Penalty: 4493.693359
	Iteration 41Q: 3 clusters Score -669108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -669109.250000 Penalty: 4493.693359
	Iteration 42Q: 3 clusters Score -669109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -669110.375000 Penalty: 4493.693359
	Iteration 43Q: 3 clusters Score -669110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -669110.375000 Penalty: 4493.693359
	Iteration 44F: 3 clusters Score -669110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Entering Unmasked Estep 
Score: -1634840.875000 Penalty: 2465.875000
	Iteration 0F: 2 clusters Score -1634841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1620089.625000 Penalty: 4931.750000
	Iteration 0F: 3 clusters Score -1620090 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1625087.625000 Penalty: 4931.750000
	Iteration 1F: 3 clusters Score -1625088 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1625656.250000 Penalty: 4931.750000
	Iteration 2F: 3 clusters Score -1625656 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1626316.375000 Penalty: 4931.750000
	Iteration 3F: 3 clusters Score -1626316 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1627122.375000 Penalty: 4931.750000
	Iteration 4F: 3 clusters Score -1627122 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1628262.625000 Penalty: 4931.750000
	Iteration 5F: 3 clusters Score -1628263 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1629673.375000 Penalty: 4931.750000
	Iteration 6F: 3 clusters Score -1629673 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1631096.625000 Penalty: 4931.750000
	Iteration 7F: 3 clusters Score -1631097 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1632305.000000 Penalty: 4931.750000
	Iteration 8F: 3 clusters Score -1632305 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1633107.125000 Penalty: 4931.750000
	Iteration 9Q: 3 clusters Score -1633107 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1633494.250000 Penalty: 4931.750000
	Iteration 10Q: 3 clusters Score -1633494 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1633653.000000 Penalty: 4931.750000
	Iteration 11Q: 3 clusters Score -1633653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1633727.875000 Penalty: 4931.750000
	Iteration 12Q: 3 clusters Score -1633728 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1633769.375000 Penalty: 4931.750000
	Iteration 13Q: 3 clusters Score -1633769 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1633786.375000 Penalty: 4931.750000
	Iteration 14Q: 3 clusters Score -1633786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1633797.875000 Penalty: 4931.750000
	Iteration 15Q: 3 clusters Score -1633798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1633804.500000 Penalty: 4931.750000
	Iteration 16Q: 3 clusters Score -1633804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1633808.750000 Penalty: 4931.750000
	Iteration 17Q: 3 clusters Score -1633809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1633814.750000 Penalty: 4931.750000
	Iteration 18Q: 3 clusters Score -1633815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1633822.750000 Penalty: 4931.750000
	Iteration 19Q: 3 clusters Score -1633823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1633824.375000 Penalty: 4931.750000
	Iteration 20F: 3 clusters Score -1633824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1633825.875000 Penalty: 4931.750000
	Iteration 21Q: 3 clusters Score -1633826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1633825.875000 Penalty: 4931.750000
	Iteration 22Q: 3 clusters Score -1633826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1633830.875000 Penalty: 4931.750000
	Iteration 23Q: 3 clusters Score -1633831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1633831.625000 Penalty: 4931.750000
	Iteration 24Q: 3 clusters Score -1633832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1633843.000000 Penalty: 4931.750000
	Iteration 25Q: 3 clusters Score -1633843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1633845.125000 Penalty: 4931.750000
	Iteration 26Q: 3 clusters Score -1633845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1633849.625000 Penalty: 4931.750000
	Iteration 27Q: 3 clusters Score -1633850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1633851.375000 Penalty: 4931.750000
	Iteration 28Q: 3 clusters Score -1633851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1633851.250000 Penalty: 4931.750000
	Iteration 29Q: 3 clusters Score -1633851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1633852.750000 Penalty: 4931.750000
	Iteration 30Q: 3 clusters Score -1633853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1633853.875000 Penalty: 4931.750000
	Iteration 31Q: 3 clusters Score -1633854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1633856.000000 Penalty: 4931.750000
	Iteration 32Q: 3 clusters Score -1633856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1633855.625000 Penalty: 4931.750000
	Iteration 33Q: 3 clusters Score -1633856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1633855.625000 Penalty: 4931.750000
	Iteration 34F: 3 clusters Score -1633856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -378599.156250 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -378599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -374122.375000 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -374122.4 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -375272.906250 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -375272.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -375511.937500 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -375511.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375667.250000 Penalty: 4214.405762
	Iteration 3F: 3 clusters Score -375667.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -375807.593750 Penalty: 4214.405762
	Iteration 4Q: 3 clusters Score -375807.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -375951.843750 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -375951.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -376105.312500 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -376105.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -376269.593750 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -376269.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -376466.281250 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -376466.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376653.156250 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -376653.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -376796.937500 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -376796.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -376913.781250 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -376913.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -376991.343750 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -376991.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -377040.031250 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -377040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -377068.906250 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -377068.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -377083.031250 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -377083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -377092.687500 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -377092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -377095.218750 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -377095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -377101.218750 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -377101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -377107.812500 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -377107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -377113.843750 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -377113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -377118.468750 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -377118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -377126.218750 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -377126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -377134.343750 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -377134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -377139.343750 Penalty: 4214.405762
	Iteration 24Q: 3 clusters Score -377139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -377142.750000 Penalty: 4214.405762
	Iteration 25Q: 3 clusters Score -377142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -377144.875000 Penalty: 4214.405762
	Iteration 26Q: 3 clusters Score -377144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -377148.625000 Penalty: 4214.405762
	Iteration 27Q: 3 clusters Score -377148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -377151.531250 Penalty: 4214.405762
	Iteration 28Q: 3 clusters Score -377151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -377154.812500 Penalty: 4214.405762
	Iteration 29Q: 3 clusters Score -377154.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -377157.437500 Penalty: 4214.405762
	Iteration 30Q: 3 clusters Score -377157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -377159.250000 Penalty: 4214.405762
	Iteration 31Q: 3 clusters Score -377159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -377161.500000 Penalty: 4214.405762
	Iteration 32Q: 3 clusters Score -377161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -377161.593750 Penalty: 4214.405762
	Iteration 33Q: 3 clusters Score -377161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -377162.875000 Penalty: 4214.405762
	Iteration 34Q: 3 clusters Score -377162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -377163.875000 Penalty: 4214.405762
	Iteration 35Q: 3 clusters Score -377163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -377165.718750 Penalty: 4214.405762
	Iteration 36Q: 3 clusters Score -377165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -377166.406250 Penalty: 4214.405762
	Iteration 37Q: 3 clusters Score -377166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -377166.406250 Penalty: 4214.405762
	Iteration 38F: 3 clusters Score -377166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Entering Unmasked Estep 
Score: -3053400.500000 Penalty: 2607.852295
	Iteration 0F: 2 clusters Score -3053400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3028294.000000 Penalty: 5215.704590
	Iteration 0F: 3 clusters Score -3028294 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3037651.750000 Penalty: 5215.704590
	Iteration 1F: 3 clusters Score -3037652 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3038184.750000 Penalty: 5215.704590
	Iteration 2Q: 3 clusters Score -3038185 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3038731.000000 Penalty: 5215.704590
	Iteration 3Q: 3 clusters Score -3038731 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3039277.000000 Penalty: 5215.704590
	Iteration 4Q: 3 clusters Score -3039277 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3040059.250000 Penalty: 5215.704590
	Iteration 5Q: 3 clusters Score -3040059 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3041115.500000 Penalty: 5215.704590
	Iteration 6F: 3 clusters Score -3041116 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3042629.250000 Penalty: 5215.704590
	Iteration 7F: 3 clusters Score -3042629 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3044583.500000 Penalty: 5215.704590
	Iteration 8F: 3 clusters Score -3044584 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -3046711.750000 Penalty: 5215.704590
	Iteration 9F: 3 clusters Score -3046712 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3048417.000000 Penalty: 5215.704590
	Iteration 10F: 3 clusters Score -3048417 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -3049585.750000 Penalty: 5215.704590
	Iteration 11Q: 3 clusters Score -3049586 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -3050282.500000 Penalty: 5215.704590
	Iteration 12Q: 3 clusters Score -3050282 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -3050693.500000 Penalty: 5215.704590
	Iteration 13Q: 3 clusters Score -3050694 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -3050956.250000 Penalty: 5215.704590
	Iteration 14Q: 3 clusters Score -3050956 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3051116.250000 Penalty: 5215.704590
	Iteration 15Q: 3 clusters Score -3051116 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -3051201.250000 Penalty: 5215.704590
	Iteration 16Q: 3 clusters Score -3051201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3051260.250000 Penalty: 5215.704590
	Iteration 17Q: 3 clusters Score -3051260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -3051301.500000 Penalty: 5215.704590
	Iteration 18Q: 3 clusters Score -3051302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -3051344.000000 Penalty: 5215.704590
	Iteration 19Q: 3 clusters Score -3051344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3051371.500000 Penalty: 5215.704590
	Iteration 20F: 3 clusters Score -3051372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -3051391.000000 Penalty: 5215.704590
	Iteration 21Q: 3 clusters Score -3051391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -3051406.500000 Penalty: 5215.704590
	Iteration 22Q: 3 clusters Score -3051406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3051410.250000 Penalty: 5215.704590
	Iteration 23Q: 3 clusters Score -3051410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3051428.000000 Penalty: 5215.704590
	Iteration 24Q: 3 clusters Score -3051428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -3051435.000000 Penalty: 5215.704590
	Iteration 25Q: 3 clusters Score -3051435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -3051440.500000 Penalty: 5215.704590
	Iteration 26Q: 3 clusters Score -3051440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -3051455.000000 Penalty: 5215.704590
	Iteration 27Q: 3 clusters Score -3051455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -3051454.250000 Penalty: 5215.704590
	Iteration 28Q: 3 clusters Score -3051454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3051464.250000 Penalty: 5215.704590
	Iteration 29Q: 3 clusters Score -3051464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -3051464.250000 Penalty: 5215.704590
	Iteration 30Q: 3 clusters Score -3051464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -3051465.500000 Penalty: 5215.704590
	Iteration 31Q: 3 clusters Score -3051466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -3051467.750000 Penalty: 5215.704590
	Iteration 32Q: 3 clusters Score -3051468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3051469.250000 Penalty: 5215.704590
	Iteration 33Q: 3 clusters Score -3051469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -3051472.500000 Penalty: 5215.704590
	Iteration 34Q: 3 clusters Score -3051472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -3051469.500000 Penalty: 5215.704590
	Iteration 35Q: 3 clusters Score -3051470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3051469.500000 Penalty: 5215.704590
	Iteration 36Q: 3 clusters Score -3051470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3051474.500000 Penalty: 5215.704590
	Iteration 37Q: 3 clusters Score -3051474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -3051473.750000 Penalty: 5215.704590
	Iteration 38Q: 3 clusters Score -3051474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3051477.000000 Penalty: 5215.704590
	Iteration 39Q: 3 clusters Score -3051477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -3051478.750000 Penalty: 5215.704590
	Iteration 40F: 3 clusters Score -3051479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3051478.500000 Penalty: 5215.704590
	Iteration 41Q: 3 clusters Score -3051478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -3051478.500000 Penalty: 5215.704590
	Iteration 42F: 3 clusters Score -3051478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Entering Unmasked Estep 
Score: -2461529.000000 Penalty: 2553.743164
	Iteration 0F: 2 clusters Score -2461529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2441347.500000 Penalty: 5107.486328
	Iteration 0F: 3 clusters Score -2441348 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2448476.750000 Penalty: 5107.486328
	Iteration 1F: 3 clusters Score -2448477 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2448825.750000 Penalty: 5107.486328
	Iteration 2Q: 3 clusters Score -2448826 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2449201.500000 Penalty: 5107.486328
	Iteration 3Q: 3 clusters Score -2449202 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2449638.500000 Penalty: 5107.486328
	Iteration 4Q: 3 clusters Score -2449638 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2450179.500000 Penalty: 5107.486328
	Iteration 5Q: 3 clusters Score -2450180 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2451019.000000 Penalty: 5107.486328
	Iteration 6F: 3 clusters Score -2451019 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2452350.500000 Penalty: 5107.486328
	Iteration 7F: 3 clusters Score -2452350 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2454230.750000 Penalty: 5107.486328
	Iteration 8F: 3 clusters Score -2454231 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2456297.000000 Penalty: 5107.486328
	Iteration 9F: 3 clusters Score -2456297 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2457888.000000 Penalty: 5107.486328
	Iteration 10F: 3 clusters Score -2457888 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2458672.250000 Penalty: 5107.486328
	Iteration 11Q: 3 clusters Score -2458672 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2459005.750000 Penalty: 5107.486328
	Iteration 12Q: 3 clusters Score -2459006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2459135.500000 Penalty: 5107.486328
	Iteration 13Q: 3 clusters Score -2459136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2459188.000000 Penalty: 5107.486328
	Iteration 14Q: 3 clusters Score -2459188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2459208.000000 Penalty: 5107.486328
	Iteration 15Q: 3 clusters Score -2459208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2459218.750000 Penalty: 5107.486328
	Iteration 16Q: 3 clusters Score -2459219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2459229.250000 Penalty: 5107.486328
	Iteration 17Q: 3 clusters Score -2459229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2459239.750000 Penalty: 5107.486328
	Iteration 18Q: 3 clusters Score -2459240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2459243.750000 Penalty: 5107.486328
	Iteration 19Q: 3 clusters Score -2459244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2459247.750000 Penalty: 5107.486328
	Iteration 20F: 3 clusters Score -2459248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Entering Unmasked Estep 
Score: -1642924.125000 Penalty: 2462.708496
	Iteration 0F: 2 clusters Score -1642924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1628558.125000 Penalty: 4925.416992
	Iteration 0F: 3 clusters Score -1628558 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1633381.250000 Penalty: 4925.416992
	Iteration 1F: 3 clusters Score -1633381 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1633858.875000 Penalty: 4925.416992
	Iteration 2F: 3 clusters Score -1633859 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1634264.000000 Penalty: 4925.416992
	Iteration 3Q: 3 clusters Score -1634264 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1634634.750000 Penalty: 4925.416992
	Iteration 4Q: 3 clusters Score -1634635 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1635006.125000 Penalty: 4925.416992
	Iteration 5Q: 3 clusters Score -1635006 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1635377.375000 Penalty: 4925.416992
	Iteration 6Q: 3 clusters Score -1635377 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1635765.250000 Penalty: 4925.416992
	Iteration 7Q: 3 clusters Score -1635765 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1636155.500000 Penalty: 4925.416992
	Iteration 8Q: 3 clusters Score -1636156 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1636543.750000 Penalty: 4925.416992
	Iteration 9Q: 3 clusters Score -1636544 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1636985.000000 Penalty: 4925.416992
	Iteration 10Q: 3 clusters Score -1636985 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1637442.750000 Penalty: 4925.416992
	Iteration 11Q: 3 clusters Score -1637443 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1637935.125000 Penalty: 4925.416992
	Iteration 12Q: 3 clusters Score -1637935 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1638406.625000 Penalty: 4925.416992
	Iteration 13Q: 3 clusters Score -1638407 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1638770.125000 Penalty: 4925.416992
	Iteration 14Q: 3 clusters Score -1638770 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1639067.000000 Penalty: 4925.416992
	Iteration 15Q: 3 clusters Score -1639067 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1639312.375000 Penalty: 4925.416992
	Iteration 16Q: 3 clusters Score -1639312 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1639492.375000 Penalty: 4925.416992
	Iteration 17Q: 3 clusters Score -1639492 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1639656.500000 Penalty: 4925.416992
	Iteration 18Q: 3 clusters Score -1639656 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1639815.500000 Penalty: 4925.416992
	Iteration 19Q: 3 clusters Score -1639816 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1639965.250000 Penalty: 4925.416992
	Iteration 20F: 3 clusters Score -1639965 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1640118.750000 Penalty: 4925.416992
	Iteration 21Q: 3 clusters Score -1640119 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1640277.500000 Penalty: 4925.416992
	Iteration 22Q: 3 clusters Score -1640278 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1640435.250000 Penalty: 4925.416992
	Iteration 23Q: 3 clusters Score -1640435 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1640566.875000 Penalty: 4925.416992
	Iteration 24Q: 3 clusters Score -1640567 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1640676.750000 Penalty: 4925.416992
	Iteration 25Q: 3 clusters Score -1640677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1640756.250000 Penalty: 4925.416992
	Iteration 26Q: 3 clusters Score -1640756 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1640809.375000 Penalty: 4925.416992
	Iteration 27Q: 3 clusters Score -1640809 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1640854.375000 Penalty: 4925.416992
	Iteration 28Q: 3 clusters Score -1640854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1640892.750000 Penalty: 4925.416992
	Iteration 29Q: 3 clusters Score -1640893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1640918.875000 Penalty: 4925.416992
	Iteration 30Q: 3 clusters Score -1640919 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1640940.375000 Penalty: 4925.416992
	Iteration 31Q: 3 clusters Score -1640940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1640955.250000 Penalty: 4925.416992
	Iteration 32Q: 3 clusters Score -1640955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1640965.750000 Penalty: 4925.416992
	Iteration 33Q: 3 clusters Score -1640966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1640973.875000 Penalty: 4925.416992
	Iteration 34Q: 3 clusters Score -1640974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1640988.750000 Penalty: 4925.416992
	Iteration 35Q: 3 clusters Score -1640989 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1641005.000000 Penalty: 4925.416992
	Iteration 36Q: 3 clusters Score -1641005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1641021.125000 Penalty: 4925.416992
	Iteration 37Q: 3 clusters Score -1641021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1641026.750000 Penalty: 4925.416992
	Iteration 38Q: 3 clusters Score -1641027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1641032.000000 Penalty: 4925.416992
	Iteration 39Q: 3 clusters Score -1641032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1641041.875000 Penalty: 4925.416992
	Iteration 40F: 3 clusters Score -1641042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1641042.875000 Penalty: 4925.416992
	Iteration 41Q: 3 clusters Score -1641043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1641050.250000 Penalty: 4925.416992
	Iteration 42Q: 3 clusters Score -1641050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1641057.250000 Penalty: 4925.416992
	Iteration 43Q: 3 clusters Score -1641057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1641060.375000 Penalty: 4925.416992
	Iteration 44Q: 3 clusters Score -1641060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1641065.625000 Penalty: 4925.416992
	Iteration 45Q: 3 clusters Score -1641066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -1641065.625000 Penalty: 4925.416992
	Iteration 46Q: 3 clusters Score -1641066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1641067.125000 Penalty: 4925.416992
	Iteration 47Q: 3 clusters Score -1641067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1641066.750000 Penalty: 4925.416992
	Iteration 48Q: 3 clusters Score -1641067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1641073.125000 Penalty: 4925.416992
	Iteration 49Q: 3 clusters Score -1641073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1641081.250000 Penalty: 4925.416992
	Iteration 50Q: 3 clusters Score -1641081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1641077.625000 Penalty: 4925.416992
	Iteration 51Q: 3 clusters Score -1641078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1641080.625000 Penalty: 4925.416992
	Iteration 52Q: 3 clusters Score -1641081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1641082.375000 Penalty: 4925.416992
	Iteration 53Q: 3 clusters Score -1641082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1641084.500000 Penalty: 4925.416992
	Iteration 54Q: 3 clusters Score -1641084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1641086.250000 Penalty: 4925.416992
	Iteration 55Q: 3 clusters Score -1641086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1641085.500000 Penalty: 4925.416992
	Iteration 56Q: 3 clusters Score -1641086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1641092.250000 Penalty: 4925.416992
	Iteration 57Q: 3 clusters Score -1641092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1641093.125000 Penalty: 4925.416992
	Iteration 58Q: 3 clusters Score -1641093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1641096.750000 Penalty: 4925.416992
	Iteration 59Q: 3 clusters Score -1641097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1641100.250000 Penalty: 4925.416992
	Iteration 60F: 3 clusters Score -1641100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1641097.750000 Penalty: 4925.416992
	Iteration 61Q: 3 clusters Score -1641098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1641103.500000 Penalty: 4925.416992
	Iteration 62Q: 3 clusters Score -1641104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1641099.750000 Penalty: 4925.416992
	Iteration 63Q: 3 clusters Score -1641100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1641105.875000 Penalty: 4925.416992
	Iteration 64Q: 3 clusters Score -1641106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1641113.625000 Penalty: 4925.416992
	Iteration 65Q: 3 clusters Score -1641114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1641111.500000 Penalty: 4925.416992
	Iteration 66Q: 3 clusters Score -1641112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1641117.875000 Penalty: 4925.416992
	Iteration 67Q: 3 clusters Score -1641118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1641120.750000 Penalty: 4925.416992
	Iteration 68Q: 3 clusters Score -1641121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1641124.625000 Penalty: 4925.416992
	Iteration 69Q: 3 clusters Score -1641125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1641121.875000 Penalty: 4925.416992
	Iteration 70Q: 3 clusters Score -1641122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1641123.875000 Penalty: 4925.416992
	Iteration 71Q: 3 clusters Score -1641124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1641127.375000 Penalty: 4925.416992
	Iteration 72Q: 3 clusters Score -1641127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -1641131.750000 Penalty: 4925.416992
	Iteration 73Q: 3 clusters Score -1641132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1641134.250000 Penalty: 4925.416992
	Iteration 74Q: 3 clusters Score -1641134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1641132.750000 Penalty: 4925.416992
	Iteration 75Q: 3 clusters Score -1641133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -1641132.500000 Penalty: 4925.416992
	Iteration 76Q: 3 clusters Score -1641132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1641134.750000 Penalty: 4925.416992
	Iteration 77Q: 3 clusters Score -1641135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1641138.000000 Penalty: 4925.416992
	Iteration 78Q: 3 clusters Score -1641138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1641140.750000 Penalty: 4925.416992
	Iteration 79Q: 3 clusters Score -1641141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1641140.375000 Penalty: 4925.416992
	Iteration 80F: 3 clusters Score -1641140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Entering Unmasked Estep 
Score: -1741546.125000 Penalty: 2468.518799
	Iteration 0F: 2 clusters Score -1741546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1726668.250000 Penalty: 4937.037598
	Iteration 0F: 3 clusters Score -1726668 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1731801.625000 Penalty: 4937.037598
	Iteration 1F: 3 clusters Score -1731802 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1732131.875000 Penalty: 4937.037598
	Iteration 2Q: 3 clusters Score -1732132 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1732398.125000 Penalty: 4937.037598
	Iteration 3Q: 3 clusters Score -1732398 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1732611.375000 Penalty: 4937.037598
	Iteration 4Q: 3 clusters Score -1732611 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1732872.625000 Penalty: 4937.037598
	Iteration 5Q: 3 clusters Score -1732873 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1733214.750000 Penalty: 4937.037598
	Iteration 6Q: 3 clusters Score -1733215 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1733668.000000 Penalty: 4937.037598
	Iteration 7Q: 3 clusters Score -1733668 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1734307.125000 Penalty: 4937.037598
	Iteration 8F: 3 clusters Score -1734307 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1735153.375000 Penalty: 4937.037598
	Iteration 9F: 3 clusters Score -1735153 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1736214.000000 Penalty: 4937.037598
	Iteration 10F: 3 clusters Score -1736214 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1737208.875000 Penalty: 4937.037598
	Iteration 11F: 3 clusters Score -1737209 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1738013.500000 Penalty: 4937.037598
	Iteration 12Q: 3 clusters Score -1738014 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1738577.125000 Penalty: 4937.037598
	Iteration 13Q: 3 clusters Score -1738577 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1738894.375000 Penalty: 4937.037598
	Iteration 14Q: 3 clusters Score -1738894 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1739114.625000 Penalty: 4937.037598
	Iteration 15Q: 3 clusters Score -1739115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1739229.375000 Penalty: 4937.037598
	Iteration 16Q: 3 clusters Score -1739229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1739295.875000 Penalty: 4937.037598
	Iteration 17Q: 3 clusters Score -1739296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1739353.250000 Penalty: 4937.037598
	Iteration 18Q: 3 clusters Score -1739353 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1739393.250000 Penalty: 4937.037598
	Iteration 19Q: 3 clusters Score -1739393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1739433.000000 Penalty: 4937.037598
	Iteration 20F: 3 clusters Score -1739433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1739457.250000 Penalty: 4937.037598
	Iteration 21Q: 3 clusters Score -1739457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1739476.625000 Penalty: 4937.037598
	Iteration 22Q: 3 clusters Score -1739477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1739484.250000 Penalty: 4937.037598
	Iteration 23Q: 3 clusters Score -1739484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1739491.375000 Penalty: 4937.037598
	Iteration 24Q: 3 clusters Score -1739491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1739501.125000 Penalty: 4937.037598
	Iteration 25Q: 3 clusters Score -1739501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1739506.250000 Penalty: 4937.037598
	Iteration 26Q: 3 clusters Score -1739506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1739511.375000 Penalty: 4937.037598
	Iteration 27Q: 3 clusters Score -1739511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1739516.500000 Penalty: 4937.037598
	Iteration 28Q: 3 clusters Score -1739516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1739520.000000 Penalty: 4937.037598
	Iteration 29Q: 3 clusters Score -1739520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1739527.500000 Penalty: 4937.037598
	Iteration 30Q: 3 clusters Score -1739528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1739530.500000 Penalty: 4937.037598
	Iteration 31Q: 3 clusters Score -1739530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1739534.750000 Penalty: 4937.037598
	Iteration 32Q: 3 clusters Score -1739535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1739538.625000 Penalty: 4937.037598
	Iteration 33Q: 3 clusters Score -1739539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1739545.625000 Penalty: 4937.037598
	Iteration 34Q: 3 clusters Score -1739546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1739547.750000 Penalty: 4937.037598
	Iteration 35Q: 3 clusters Score -1739548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1739551.875000 Penalty: 4937.037598
	Iteration 36Q: 3 clusters Score -1739552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1739552.625000 Penalty: 4937.037598
	Iteration 37Q: 3 clusters Score -1739553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1739552.000000 Penalty: 4937.037598
	Iteration 38Q: 3 clusters Score -1739552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1739553.875000 Penalty: 4937.037598
	Iteration 39Q: 3 clusters Score -1739554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1739554.750000 Penalty: 4937.037598
	Iteration 40F: 3 clusters Score -1739555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1739553.750000 Penalty: 4937.037598
	Iteration 41Q: 3 clusters Score -1739554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1739556.375000 Penalty: 4937.037598
	Iteration 42Q: 3 clusters Score -1739556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1739554.500000 Penalty: 4937.037598
	Iteration 43Q: 3 clusters Score -1739554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1739555.875000 Penalty: 4937.037598
	Iteration 44Q: 3 clusters Score -1739556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1739555.875000 Penalty: 4937.037598
	Iteration 45F: 3 clusters Score -1739556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -56344.492188 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -56344.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -54444.710938 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -54444.71 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54822.292969 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -54822.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -55034.417969 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -55034.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55154.703125 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -55154.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55246.558594 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -55246.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55298.714844 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -55298.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55341.859375 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -55341.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55380.585938 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -55380.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55396.066406 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -55396.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55406.046875 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -55406.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55410.449219 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -55410.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55415.832031 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -55415.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55421.683594 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -55421.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55423.324219 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -55423.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55426.621094 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -55426.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55427.832031 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -55427.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55429.050781 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -55429.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55430.421875 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -55430.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55431.003906 Penalty: 3398.187744
	Iteration 18Q: 3 clusters Score -55431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55431.003906 Penalty: 3398.187744
	Iteration 19F: 3 clusters Score -55431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -101566.945312 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -101566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99425.953125 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -99425.95 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99736.984375 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -99736.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99832.359375 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -99832.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99872.007812 Penalty: 3573.626709
	Iteration 3Q: 3 clusters Score -99872.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99889.312500 Penalty: 3573.626709
	Iteration 4Q: 3 clusters Score -99889.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99898.101562 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -99898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99903.367188 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -99903.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99907.171875 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -99907.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99910.710938 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -99910.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99913.984375 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -99913.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99915.789062 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -99915.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99917.304688 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -99917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99918.296875 Penalty: 3573.626709
	Iteration 12Q: 3 clusters Score -99918.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -99918.296875 Penalty: 3573.626709
	Iteration 13F: 3 clusters Score -99918.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -503123.812500 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -503123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -497791.468750 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -497791.5 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -499182.937500 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -499182.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -499479.406250 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -499479.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -499684.781250 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -499684.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -499888.531250 Penalty: 4339.709961
	Iteration 4F: 3 clusters Score -499888.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -500109.406250 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -500109.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -500332.093750 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -500332.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -500535.343750 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -500535.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -500720.343750 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -500720.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -500874.656250 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -500874.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -500986.906250 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -500986.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -501074.687500 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -501074.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -501141.437500 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -501141.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -501189.656250 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -501189.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -501228.468750 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -501228.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -501253.156250 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -501253.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -501272.843750 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -501272.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -501288.218750 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -501288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -501305.093750 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -501305.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -501320.218750 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -501320.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -501335.218750 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -501335.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -501345.687500 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -501345.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -501356.125000 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -501356.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -501369.812500 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -501369.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -501383.218750 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -501383.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -501393.187500 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -501393.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -501406.218750 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -501406.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -501425.250000 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -501425.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -501444.406250 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -501444.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -501465.437500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -501465.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -501480.468750 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -501480.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -501497.187500 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -501497.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -501514.406250 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -501514.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -501536.343750 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -501536.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -501554.781250 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -501554.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -501567.531250 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -501567.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -501580.218750 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -501580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -501593.750000 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -501593.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -501605.500000 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -501605.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -501615.343750 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -501615.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -501620.625000 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -501620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -501622.531250 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -501622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -501624.781250 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -501624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -501629.062500 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -501629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -501631.156250 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -501631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -501631.312500 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -501631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -501632.375000 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -501632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -501635.125000 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -501635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -501635.562500 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -501635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -501635.937500 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -501635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -501637.687500 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -501637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -501638.031250 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -501638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -501638.406250 Penalty: 4339.709961
	Iteration 52Q: 3 clusters Score -501638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -501638.718750 Penalty: 4339.709961
	Iteration 53Q: 3 clusters Score -501638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -501639.218750 Penalty: 4339.709961
	Iteration 54Q: 3 clusters Score -501639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -501639.062500 Penalty: 4339.709961
	Iteration 55Q: 3 clusters Score -501639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -501639.875000 Penalty: 4339.709961
	Iteration 56Q: 3 clusters Score -501639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -501639.875000 Penalty: 4339.709961
	Iteration 57F: 3 clusters Score -501639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 20586 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14034 members 
Mstep: Class 5 contains 58544 members 
Mstep: Class 6 contains 18506 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162520 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 11 contains 30007 members 
Mstep: Class 12 contains 13358 members 
Mstep: Class 13 contains 21496 members 
Mstep: Class 14 contains 236402 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98472 members 
Mstep: Class 19 contains 847840 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33421 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20807 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36884 members 
Mstep: Class 29 contains 29654 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21030 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791680.000000 Penalty: 125124.562500
Iteration 199Q: 36 clusters Score -1.427917e+08 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 20607 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 57449 members 
Mstep: Class 6 contains 18509 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162726 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 30529 members 
Mstep: Class 12 contains 13356 members 
Mstep: Class 13 contains 21601 members 
Mstep: Class 14 contains 238219 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98681 members 
Mstep: Class 19 contains 848278 members 
Mstep: Class 20 contains 13233 members 
Mstep: Class 21 contains 15964 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33434 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20800 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37063 members 
Mstep: Class 29 contains 29857 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21181 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 26939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142795920.000000 Penalty: 125124.562500
Iteration 200F: 36 clusters Score -1.427959e+08 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 20581 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 14021 members 
Mstep: Class 5 contains 56529 members 
Mstep: Class 6 contains 18493 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162700 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4196 members 
Mstep: Class 11 contains 30245 members 
Mstep: Class 12 contains 13348 members 
Mstep: Class 13 contains 21547 members 
Mstep: Class 14 contains 239213 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 98657 members 
Mstep: Class 19 contains 848031 members 
Mstep: Class 20 contains 13231 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33422 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20810 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37092 members 
Mstep: Class 29 contains 29901 members 
Mstep: Class 30 contains 20543 members 
Mstep: Class 31 contains 21228 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797072.000000 Penalty: 125124.562500
Iteration 201Q: 36 clusters Score -1.427971e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 20560 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 14007 members 
Mstep: Class 5 contains 55855 members 
Mstep: Class 6 contains 18475 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162659 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4198 members 
Mstep: Class 11 contains 29999 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 21475 members 
Mstep: Class 14 contains 240292 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98638 members 
Mstep: Class 19 contains 847815 members 
Mstep: Class 20 contains 13230 members 
Mstep: Class 21 contains 15962 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33386 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20814 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37074 members 
Mstep: Class 29 contains 29933 members 
Mstep: Class 30 contains 20544 members 
Mstep: Class 31 contains 21223 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797936.000000 Penalty: 125124.562500
Iteration 202Q: 36 clusters Score -1.427979e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 20551 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 13991 members 
Mstep: Class 5 contains 55356 members 
Mstep: Class 6 contains 18456 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162586 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4199 members 
Mstep: Class 11 contains 29817 members 
Mstep: Class 12 contains 13344 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 241282 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18759 members 
Mstep: Class 18 contains 98627 members 
Mstep: Class 19 contains 847661 members 
Mstep: Class 20 contains 13228 members 
Mstep: Class 21 contains 15958 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33342 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20811 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37039 members 
Mstep: Class 29 contains 29914 members 
Mstep: Class 30 contains 20545 members 
Mstep: Class 31 contains 21215 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798576.000000 Penalty: 125124.562500
Iteration 203Q: 36 clusters Score -1.427986e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 20545 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 13970 members 
Mstep: Class 5 contains 54926 members 
Mstep: Class 6 contains 18441 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162516 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4200 members 
Mstep: Class 11 contains 29682 members 
Mstep: Class 12 contains 13342 members 
Mstep: Class 13 contains 21323 members 
Mstep: Class 14 contains 242229 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 18756 members 
Mstep: Class 18 contains 98594 members 
Mstep: Class 19 contains 847559 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 15957 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33303 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20812 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 37013 members 
Mstep: Class 29 contains 29900 members 
Mstep: Class 30 contains 20549 members 
Mstep: Class 31 contains 21173 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798688.000000 Penalty: 125124.562500
Iteration 204Q: 36 clusters Score -1.427987e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20540 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 13947 members 
Mstep: Class 5 contains 54594 members 
Mstep: Class 6 contains 18423 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162424 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4201 members 
Mstep: Class 11 contains 29582 members 
Mstep: Class 12 contains 13344 members 
Mstep: Class 13 contains 21269 members 
Mstep: Class 14 contains 243119 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18755 members 
Mstep: Class 18 contains 98546 members 
Mstep: Class 19 contains 847430 members 
Mstep: Class 20 contains 13222 members 
Mstep: Class 21 contains 15956 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33260 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20804 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36975 members 
Mstep: Class 29 contains 29861 members 
Mstep: Class 30 contains 20552 members 
Mstep: Class 31 contains 21130 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 28014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798880.000000 Penalty: 125124.562500
Iteration 205Q: 36 clusters Score -1.427989e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 20529 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 13931 members 
Mstep: Class 5 contains 54317 members 
Mstep: Class 6 contains 18415 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162352 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4201 members 
Mstep: Class 11 contains 29524 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 243965 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18754 members 
Mstep: Class 18 contains 98470 members 
Mstep: Class 19 contains 847288 members 
Mstep: Class 20 contains 13221 members 
Mstep: Class 21 contains 15953 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33218 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20802 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36931 members 
Mstep: Class 29 contains 29819 members 
Mstep: Class 30 contains 20553 members 
Mstep: Class 31 contains 21091 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 28061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798928.000000 Penalty: 125124.562500
Iteration 206Q: 36 clusters Score -1.427989e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20528 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 54083 members 
Mstep: Class 6 contains 18410 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162285 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4203 members 
Mstep: Class 11 contains 29459 members 
Mstep: Class 12 contains 13346 members 
Mstep: Class 13 contains 21157 members 
Mstep: Class 14 contains 244743 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18755 members 
Mstep: Class 18 contains 98404 members 
Mstep: Class 19 contains 847158 members 
Mstep: Class 20 contains 13219 members 
Mstep: Class 21 contains 15952 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33196 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20799 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36892 members 
Mstep: Class 29 contains 29778 members 
Mstep: Class 30 contains 20557 members 
Mstep: Class 31 contains 21044 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 28070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798992.000000 Penalty: 125124.562500
Iteration 207Q: 36 clusters Score -1.42799e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 20521 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 13902 members 
Mstep: Class 5 contains 53846 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162209 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4206 members 
Mstep: Class 11 contains 29388 members 
Mstep: Class 12 contains 13344 members 
Mstep: Class 13 contains 21110 members 
Mstep: Class 14 contains 245529 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18756 members 
Mstep: Class 18 contains 98351 members 
Mstep: Class 19 contains 847041 members 
Mstep: Class 20 contains 13218 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33185 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20802 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36844 members 
Mstep: Class 29 contains 29736 members 
Mstep: Class 30 contains 20559 members 
Mstep: Class 31 contains 20987 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 28072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798992.000000 Penalty: 125124.562500
Iteration 208Q: 36 clusters Score -1.42799e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 20520 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 13888 members 
Mstep: Class 5 contains 53675 members 
Mstep: Class 6 contains 18404 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162163 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4210 members 
Mstep: Class 11 contains 29345 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 21058 members 
Mstep: Class 14 contains 246251 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98293 members 
Mstep: Class 19 contains 846906 members 
Mstep: Class 20 contains 13220 members 
Mstep: Class 21 contains 15950 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33170 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20806 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36806 members 
Mstep: Class 29 contains 29665 members 
Mstep: Class 30 contains 20563 members 
Mstep: Class 31 contains 20928 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 28056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798864.000000 Penalty: 125124.562500
Iteration 209Q: 36 clusters Score -1.427989e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 20520 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 13875 members 
Mstep: Class 5 contains 53517 members 
Mstep: Class 6 contains 18393 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162126 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 11 contains 29316 members 
Mstep: Class 12 contains 13346 members 
Mstep: Class 13 contains 21020 members 
Mstep: Class 14 contains 246925 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98243 members 
Mstep: Class 19 contains 846777 members 
Mstep: Class 20 contains 13219 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33156 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20806 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36761 members 
Mstep: Class 29 contains 29607 members 
Mstep: Class 30 contains 20566 members 
Mstep: Class 31 contains 20865 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 28032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799056.000000 Penalty: 125124.562500
Iteration 210Q: 36 clusters Score -1.427991e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 20513 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 13864 members 
Mstep: Class 5 contains 53386 members 
Mstep: Class 6 contains 18385 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162086 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4212 members 
Mstep: Class 11 contains 29283 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 13 contains 20992 members 
Mstep: Class 14 contains 247496 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 98184 members 
Mstep: Class 19 contains 846704 members 
Mstep: Class 20 contains 13218 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33147 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20807 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36717 members 
Mstep: Class 29 contains 29558 members 
Mstep: Class 30 contains 20568 members 
Mstep: Class 31 contains 20809 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799248.000000 Penalty: 125124.562500
Iteration 211Q: 36 clusters Score -1.427992e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 20515 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 13859 members 
Mstep: Class 5 contains 53276 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162048 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4213 members 
Mstep: Class 11 contains 29250 members 
Mstep: Class 12 contains 13343 members 
Mstep: Class 13 contains 20963 members 
Mstep: Class 14 contains 248006 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18757 members 
Mstep: Class 18 contains 98128 members 
Mstep: Class 19 contains 846621 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 15950 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33155 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20809 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36691 members 
Mstep: Class 29 contains 29503 members 
Mstep: Class 30 contains 20573 members 
Mstep: Class 31 contains 20751 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799056.000000 Penalty: 125124.562500
Iteration 212Q: 36 clusters Score -1.427991e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20513 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 13857 members 
Mstep: Class 5 contains 53175 members 
Mstep: Class 6 contains 18372 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 162011 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 29213 members 
Mstep: Class 12 contains 13342 members 
Mstep: Class 13 contains 20924 members 
Mstep: Class 14 contains 248471 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18758 members 
Mstep: Class 18 contains 98089 members 
Mstep: Class 19 contains 846552 members 
Mstep: Class 20 contains 13210 members 
Mstep: Class 21 contains 15948 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33172 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20816 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36664 members 
Mstep: Class 29 contains 29443 members 
Mstep: Class 30 contains 20576 members 
Mstep: Class 31 contains 20697 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799072.000000 Penalty: 125124.562500
Iteration 213Q: 36 clusters Score -1.427991e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20514 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 5 contains 53088 members 
Mstep: Class 6 contains 18365 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 161977 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 29193 members 
Mstep: Class 12 contains 13341 members 
Mstep: Class 13 contains 20890 members 
Mstep: Class 14 contains 248891 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18761 members 
Mstep: Class 18 contains 98048 members 
Mstep: Class 19 contains 846497 members 
Mstep: Class 20 contains 13205 members 
Mstep: Class 21 contains 15946 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33185 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20827 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36635 members 
Mstep: Class 29 contains 29379 members 
Mstep: Class 30 contains 20578 members 
Mstep: Class 31 contains 20644 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799104.000000 Penalty: 125124.562500
Iteration 214Q: 36 clusters Score -1.427991e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20519 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 4 contains 13849 members 
Mstep: Class 5 contains 53019 members 
Mstep: Class 6 contains 18360 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 161936 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 29172 members 
Mstep: Class 12 contains 13337 members 
Mstep: Class 13 contains 20860 members 
Mstep: Class 14 contains 249296 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18761 members 
Mstep: Class 18 contains 98022 members 
Mstep: Class 19 contains 846446 members 
Mstep: Class 20 contains 13199 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33199 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20832 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36589 members 
Mstep: Class 29 contains 29324 members 
Mstep: Class 30 contains 20581 members 
Mstep: Class 31 contains 20580 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799184.000000 Penalty: 125124.562500
Iteration 215Q: 36 clusters Score -1.427992e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 20526 members 
Mstep: Class 3 contains 2732 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 52968 members 
Mstep: Class 6 contains 18355 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 161891 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4218 members 
Mstep: Class 11 contains 29158 members 
Mstep: Class 12 contains 13335 members 
Mstep: Class 13 contains 20833 members 
Mstep: Class 14 contains 249650 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 97987 members 
Mstep: Class 19 contains 846391 members 
Mstep: Class 20 contains 13195 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33218 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20833 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36546 members 
Mstep: Class 29 contains 29273 members 
Mstep: Class 30 contains 20589 members 
Mstep: Class 31 contains 20530 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799344.000000 Penalty: 125124.562500
Iteration 216Q: 36 clusters Score -1.427993e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 20523 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 52909 members 
Mstep: Class 6 contains 18345 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 161856 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 29140 members 
Mstep: Class 12 contains 13328 members 
Mstep: Class 13 contains 20808 members 
Mstep: Class 14 contains 249979 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18761 members 
Mstep: Class 18 contains 97951 members 
Mstep: Class 19 contains 846368 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33241 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20836 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36507 members 
Mstep: Class 29 contains 29224 members 
Mstep: Class 30 contains 20599 members 
Mstep: Class 31 contains 20489 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799376.000000 Penalty: 125124.562500
Iteration 217Q: 36 clusters Score -1.427994e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 20514 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 52857 members 
Mstep: Class 6 contains 18340 members 
Mstep: Class 7 contains 7732 members 
Mstep: Class 8 contains 161835 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 29124 members 
Mstep: Class 12 contains 13322 members 
Mstep: Class 13 contains 20787 members 
Mstep: Class 14 contains 250296 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18764 members 
Mstep: Class 18 contains 97913 members 
Mstep: Class 19 contains 846352 members 
Mstep: Class 20 contains 13179 members 
Mstep: Class 21 contains 15951 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33267 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20839 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36475 members 
Mstep: Class 29 contains 29184 members 
Mstep: Class 30 contains 20611 members 
Mstep: Class 31 contains 20420 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799424.000000 Penalty: 125124.562500
Iteration 218Q: 36 clusters Score -1.427994e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 13842 members 
Mstep: Class 5 contains 52798 members 
Mstep: Class 6 contains 18336 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 161811 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29116 members 
Mstep: Class 12 contains 13320 members 
Mstep: Class 13 contains 20770 members 
Mstep: Class 14 contains 250584 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 18765 members 
Mstep: Class 18 contains 97891 members 
Mstep: Class 19 contains 846329 members 
Mstep: Class 20 contains 13173 members 
Mstep: Class 21 contains 15953 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33290 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20842 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36438 members 
Mstep: Class 29 contains 29151 members 
Mstep: Class 30 contains 20614 members 
Mstep: Class 31 contains 20362 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799344.000000 Penalty: 125124.562500
Iteration 219Q: 36 clusters Score -1.427993e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20505 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 52755 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 7735 members 
Mstep: Class 8 contains 161792 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29108 members 
Mstep: Class 12 contains 13316 members 
Mstep: Class 13 contains 20749 members 
Mstep: Class 14 contains 250834 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 18764 members 
Mstep: Class 18 contains 97857 members 
Mstep: Class 19 contains 846309 members 
Mstep: Class 20 contains 13165 members 
Mstep: Class 21 contains 15954 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33326 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20844 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36412 members 
Mstep: Class 29 contains 29121 members 
Mstep: Class 30 contains 20616 members 
Mstep: Class 31 contains 20312 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799520.000000 Penalty: 125124.562500
Iteration 220F: 36 clusters Score -1.427995e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20494 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 52710 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 7736 members 
Mstep: Class 8 contains 161776 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29099 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 20722 members 
Mstep: Class 14 contains 251085 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 18764 members 
Mstep: Class 18 contains 97823 members 
Mstep: Class 19 contains 846272 members 
Mstep: Class 20 contains 13162 members 
Mstep: Class 21 contains 15954 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33366 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20845 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36391 members 
Mstep: Class 29 contains 29101 members 
Mstep: Class 30 contains 20616 members 
Mstep: Class 31 contains 20267 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 221Q: 36 clusters Score -1.427996e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 52664 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 7737 members 
Mstep: Class 8 contains 161754 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 20692 members 
Mstep: Class 14 contains 251317 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 18763 members 
Mstep: Class 18 contains 97794 members 
Mstep: Class 19 contains 846252 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 15955 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33401 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20848 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36374 members 
Mstep: Class 29 contains 29077 members 
Mstep: Class 30 contains 20615 members 
Mstep: Class 31 contains 20221 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799568.000000 Penalty: 125124.562500
Iteration 222Q: 36 clusters Score -1.427996e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20474 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 52623 members 
Mstep: Class 6 contains 18332 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161740 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29089 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 20674 members 
Mstep: Class 14 contains 251507 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 18 contains 97776 members 
Mstep: Class 19 contains 846239 members 
Mstep: Class 20 contains 13158 members 
Mstep: Class 21 contains 15954 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33436 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20848 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36359 members 
Mstep: Class 29 contains 29045 members 
Mstep: Class 30 contains 20616 members 
Mstep: Class 31 contains 20180 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799456.000000 Penalty: 125124.562500
Iteration 223Q: 36 clusters Score -1.427995e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20465 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 52589 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161731 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 29081 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 20665 members 
Mstep: Class 14 contains 251671 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18762 members 
Mstep: Class 18 contains 97746 members 
Mstep: Class 19 contains 846225 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 15952 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33476 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20849 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36338 members 
Mstep: Class 29 contains 29018 members 
Mstep: Class 30 contains 20617 members 
Mstep: Class 31 contains 20146 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799408.000000 Penalty: 125124.562500
Iteration 224Q: 36 clusters Score -1.427994e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20457 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 52550 members 
Mstep: Class 6 contains 18323 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161724 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29072 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 20658 members 
Mstep: Class 14 contains 251841 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18763 members 
Mstep: Class 18 contains 97723 members 
Mstep: Class 19 contains 846203 members 
Mstep: Class 20 contains 13156 members 
Mstep: Class 21 contains 15949 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33522 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20849 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36318 members 
Mstep: Class 29 contains 28997 members 
Mstep: Class 30 contains 20618 members 
Mstep: Class 31 contains 20113 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799312.000000 Penalty: 125124.562500
Iteration 225Q: 36 clusters Score -1.427993e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20448 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 13824 members 
Mstep: Class 5 contains 52524 members 
Mstep: Class 6 contains 18319 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161717 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29061 members 
Mstep: Class 12 contains 13314 members 
Mstep: Class 13 contains 20646 members 
Mstep: Class 14 contains 251986 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18765 members 
Mstep: Class 18 contains 97702 members 
Mstep: Class 19 contains 846195 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 15947 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33577 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36297 members 
Mstep: Class 29 contains 28976 members 
Mstep: Class 30 contains 20619 members 
Mstep: Class 31 contains 20078 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799424.000000 Penalty: 125124.562500
Iteration 226Q: 36 clusters Score -1.427994e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20436 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 52497 members 
Mstep: Class 6 contains 18311 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161702 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29052 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 20642 members 
Mstep: Class 14 contains 252083 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18771 members 
Mstep: Class 18 contains 97689 members 
Mstep: Class 19 contains 846198 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 15944 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33639 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36282 members 
Mstep: Class 29 contains 28954 members 
Mstep: Class 30 contains 20620 members 
Mstep: Class 31 contains 20052 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799376.000000 Penalty: 125124.562500
Iteration 227Q: 36 clusters Score -1.427994e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20425 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 52483 members 
Mstep: Class 6 contains 18304 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161694 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4220 members 
Mstep: Class 11 contains 29045 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 20638 members 
Mstep: Class 14 contains 252162 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 18 contains 97676 members 
Mstep: Class 19 contains 846199 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 15938 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33689 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36266 members 
Mstep: Class 29 contains 28942 members 
Mstep: Class 30 contains 20619 members 
Mstep: Class 31 contains 20029 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799424.000000 Penalty: 125124.562500
Iteration 228Q: 36 clusters Score -1.427994e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20418 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 52475 members 
Mstep: Class 6 contains 18297 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161683 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4219 members 
Mstep: Class 11 contains 29041 members 
Mstep: Class 12 contains 13316 members 
Mstep: Class 13 contains 20636 members 
Mstep: Class 14 contains 252231 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18787 members 
Mstep: Class 18 contains 97663 members 
Mstep: Class 19 contains 846212 members 
Mstep: Class 20 contains 13158 members 
Mstep: Class 21 contains 15930 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33746 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36257 members 
Mstep: Class 29 contains 28916 members 
Mstep: Class 30 contains 20618 members 
Mstep: Class 31 contains 19997 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 229Q: 36 clusters Score -1.427996e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 20401 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 52464 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 7 contains 7738 members 
Mstep: Class 8 contains 161672 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 20635 members 
Mstep: Class 14 contains 252306 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18794 members 
Mstep: Class 18 contains 97652 members 
Mstep: Class 19 contains 846229 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 15921 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33797 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20851 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36241 members 
Mstep: Class 29 contains 28894 members 
Mstep: Class 30 contains 20618 members 
Mstep: Class 31 contains 19958 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 230Q: 36 clusters Score -1.427996e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20381 members 
Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 52451 members 
Mstep: Class 6 contains 18273 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161661 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 29033 members 
Mstep: Class 12 contains 13317 members 
Mstep: Class 13 contains 20635 members 
Mstep: Class 14 contains 252373 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18803 members 
Mstep: Class 18 contains 97635 members 
Mstep: Class 19 contains 846257 members 
Mstep: Class 20 contains 13156 members 
Mstep: Class 21 contains 15914 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33845 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20856 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36225 members 
Mstep: Class 29 contains 28885 members 
Mstep: Class 30 contains 20617 members 
Mstep: Class 31 contains 19921 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 231Q: 36 clusters Score -1.427996e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 20361 members 
Mstep: Class 3 contains 2638 members 
Mstep: Class 4 contains 13809 members 
Mstep: Class 5 contains 52440 members 
Mstep: Class 6 contains 18257 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161659 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 20627 members 
Mstep: Class 14 contains 252448 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18810 members 
Mstep: Class 18 contains 97622 members 
Mstep: Class 19 contains 846274 members 
Mstep: Class 20 contains 13155 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33903 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20859 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36208 members 
Mstep: Class 29 contains 28866 members 
Mstep: Class 30 contains 20619 members 
Mstep: Class 31 contains 19886 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799376.000000 Penalty: 125124.562500
Iteration 232Q: 36 clusters Score -1.427994e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20342 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 52436 members 
Mstep: Class 6 contains 18232 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161653 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 29019 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 20622 members 
Mstep: Class 14 contains 252502 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18813 members 
Mstep: Class 18 contains 97613 members 
Mstep: Class 19 contains 846300 members 
Mstep: Class 20 contains 13155 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 33974 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20862 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36193 members 
Mstep: Class 29 contains 28848 members 
Mstep: Class 30 contains 20619 members 
Mstep: Class 31 contains 19848 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799200.000000 Penalty: 125124.562500
Iteration 233Q: 36 clusters Score -1.427992e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20326 members 
Mstep: Class 3 contains 2621 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 52422 members 
Mstep: Class 6 contains 18211 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161647 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 29016 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 20616 members 
Mstep: Class 14 contains 252556 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 18817 members 
Mstep: Class 18 contains 97605 members 
Mstep: Class 19 contains 846328 members 
Mstep: Class 20 contains 13152 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34039 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36184 members 
Mstep: Class 29 contains 28824 members 
Mstep: Class 30 contains 20619 members 
Mstep: Class 31 contains 19816 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799296.000000 Penalty: 125124.562500
Iteration 234Q: 36 clusters Score -1.427993e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20304 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 52402 members 
Mstep: Class 6 contains 18196 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161639 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 13319 members 
Mstep: Class 13 contains 20607 members 
Mstep: Class 14 contains 252629 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 18817 members 
Mstep: Class 18 contains 97595 members 
Mstep: Class 19 contains 846355 members 
Mstep: Class 20 contains 13150 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34095 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20866 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36175 members 
Mstep: Class 29 contains 28800 members 
Mstep: Class 30 contains 20623 members 
Mstep: Class 31 contains 19788 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799168.000000 Penalty: 125124.562500
Iteration 235Q: 36 clusters Score -1.427992e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20289 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 13806 members 
Mstep: Class 5 contains 52388 members 
Mstep: Class 6 contains 18178 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161633 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 29008 members 
Mstep: Class 12 contains 13317 members 
Mstep: Class 13 contains 20599 members 
Mstep: Class 14 contains 252686 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18818 members 
Mstep: Class 18 contains 97591 members 
Mstep: Class 19 contains 846388 members 
Mstep: Class 20 contains 13146 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34155 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20869 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36166 members 
Mstep: Class 29 contains 28780 members 
Mstep: Class 30 contains 20628 members 
Mstep: Class 31 contains 19747 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799136.000000 Penalty: 125124.562500
Iteration 236Q: 36 clusters Score -1.427991e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20275 members 
Mstep: Class 3 contains 2599 members 
Mstep: Class 4 contains 13808 members 
Mstep: Class 5 contains 52364 members 
Mstep: Class 6 contains 18177 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161621 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4223 members 
Mstep: Class 11 contains 29003 members 
Mstep: Class 12 contains 13311 members 
Mstep: Class 13 contains 20593 members 
Mstep: Class 14 contains 252744 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18822 members 
Mstep: Class 18 contains 97583 members 
Mstep: Class 19 contains 846415 members 
Mstep: Class 20 contains 13145 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34207 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20874 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36156 members 
Mstep: Class 29 contains 28761 members 
Mstep: Class 30 contains 20632 members 
Mstep: Class 31 contains 19715 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799152.000000 Penalty: 125124.562500
Iteration 237Q: 36 clusters Score -1.427992e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20259 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 52336 members 
Mstep: Class 6 contains 18175 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 161607 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 20584 members 
Mstep: Class 14 contains 252819 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18823 members 
Mstep: Class 18 contains 97571 members 
Mstep: Class 19 contains 846435 members 
Mstep: Class 20 contains 13142 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34261 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20875 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36142 members 
Mstep: Class 29 contains 28744 members 
Mstep: Class 30 contains 20634 members 
Mstep: Class 31 contains 19690 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799344.000000 Penalty: 125124.562500
Iteration 238Q: 36 clusters Score -1.427993e+08 nChanged 336
Entering ConstructFrom: 
Score: -142799344.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (9867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Entering Unmasked Estep 
Score: -764132.812500 Penalty: 2280.843750
	Iteration 0F: 2 clusters Score -764132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -756546.250000 Penalty: 4561.687500
	Iteration 0F: 3 clusters Score -756546.2 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -758918.312500 Penalty: 4561.687500
	Iteration 1F: 3 clusters Score -758918.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -759311.312500 Penalty: 4561.687500
	Iteration 2F: 3 clusters Score -759311.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -759590.312500 Penalty: 4561.687500
	Iteration 3F: 3 clusters Score -759590.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -759835.750000 Penalty: 4561.687500
	Iteration 4Q: 3 clusters Score -759835.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -760044.062500 Penalty: 4561.687500
	Iteration 5Q: 3 clusters Score -760044.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -760228.375000 Penalty: 4561.687500
	Iteration 6Q: 3 clusters Score -760228.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -760364.812500 Penalty: 4561.687500
	Iteration 7Q: 3 clusters Score -760364.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -760470.500000 Penalty: 4561.687500
	Iteration 8Q: 3 clusters Score -760470.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -760577.500000 Penalty: 4561.687500
	Iteration 9Q: 3 clusters Score -760577.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -760672.250000 Penalty: 4561.687500
	Iteration 10Q: 3 clusters Score -760672.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -760750.125000 Penalty: 4561.687500
	Iteration 11Q: 3 clusters Score -760750.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -760829.750000 Penalty: 4561.687500
	Iteration 12Q: 3 clusters Score -760829.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -760905.875000 Penalty: 4561.687500
	Iteration 13Q: 3 clusters Score -760905.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -761000.125000 Penalty: 4561.687500
	Iteration 14Q: 3 clusters Score -761000.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -761115.187500 Penalty: 4561.687500
	Iteration 15Q: 3 clusters Score -761115.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -761253.312500 Penalty: 4561.687500
	Iteration 16Q: 3 clusters Score -761253.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -761399.187500 Penalty: 4561.687500
	Iteration 17Q: 3 clusters Score -761399.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -761496.937500 Penalty: 4561.687500
	Iteration 18Q: 3 clusters Score -761496.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -761562.625000 Penalty: 4561.687500
	Iteration 19Q: 3 clusters Score -761562.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -761619.312500 Penalty: 4561.687500
	Iteration 20F: 3 clusters Score -761619.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -761666.687500 Penalty: 4561.687500
	Iteration 21Q: 3 clusters Score -761666.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -761710.750000 Penalty: 4561.687500
	Iteration 22Q: 3 clusters Score -761710.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -761745.500000 Penalty: 4561.687500
	Iteration 23Q: 3 clusters Score -761745.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -761776.250000 Penalty: 4561.687500
	Iteration 24Q: 3 clusters Score -761776.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -761800.375000 Penalty: 4561.687500
	Iteration 25Q: 3 clusters Score -761800.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -761820.750000 Penalty: 4561.687500
	Iteration 26Q: 3 clusters Score -761820.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -761835.875000 Penalty: 4561.687500
	Iteration 27Q: 3 clusters Score -761835.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -761850.437500 Penalty: 4561.687500
	Iteration 28Q: 3 clusters Score -761850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -761863.312500 Penalty: 4561.687500
	Iteration 29Q: 3 clusters Score -761863.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -761876.312500 Penalty: 4561.687500
	Iteration 30Q: 3 clusters Score -761876.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -761889.250000 Penalty: 4561.687500
	Iteration 31Q: 3 clusters Score -761889.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -761900.812500 Penalty: 4561.687500
	Iteration 32Q: 3 clusters Score -761900.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -761908.375000 Penalty: 4561.687500
	Iteration 33Q: 3 clusters Score -761908.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -761913.625000 Penalty: 4561.687500
	Iteration 34Q: 3 clusters Score -761913.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -761916.250000 Penalty: 4561.687500
	Iteration 35Q: 3 clusters Score -761916.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -761922.687500 Penalty: 4561.687500
	Iteration 36Q: 3 clusters Score -761922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -761924.250000 Penalty: 4561.687500
	Iteration 37Q: 3 clusters Score -761924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -761927.500000 Penalty: 4561.687500
	Iteration 38Q: 3 clusters Score -761927.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -761929.000000 Penalty: 4561.687500
	Iteration 39Q: 3 clusters Score -761929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -761933.687500 Penalty: 4561.687500
	Iteration 40F: 3 clusters Score -761933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -761932.750000 Penalty: 4561.687500
	Iteration 41Q: 3 clusters Score -761932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -761933.687500 Penalty: 4561.687500
	Iteration 42Q: 3 clusters Score -761933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -761933.312500 Penalty: 4561.687500
	Iteration 43Q: 3 clusters Score -761933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -761933.312500 Penalty: 4561.687500
	Iteration 44F: 3 clusters Score -761933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Entering Unmasked Estep 
Score: -1426407.625000 Penalty: 2459.108887
	Iteration 0F: 2 clusters Score -1426408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1412203.000000 Penalty: 4918.217773
	Iteration 0F: 3 clusters Score -1412203 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1417157.500000 Penalty: 4918.217773
	Iteration 1F: 3 clusters Score -1417158 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1417669.875000 Penalty: 4918.217773
	Iteration 2F: 3 clusters Score -1417670 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1418066.875000 Penalty: 4918.217773
	Iteration 3F: 3 clusters Score -1418067 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1418384.250000 Penalty: 4918.217773
	Iteration 4Q: 3 clusters Score -1418384 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1418651.125000 Penalty: 4918.217773
	Iteration 5Q: 3 clusters Score -1418651 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1418926.750000 Penalty: 4918.217773
	Iteration 6Q: 3 clusters Score -1418927 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1419194.750000 Penalty: 4918.217773
	Iteration 7Q: 3 clusters Score -1419195 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1419465.875000 Penalty: 4918.217773
	Iteration 8Q: 3 clusters Score -1419466 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1419772.875000 Penalty: 4918.217773
	Iteration 9Q: 3 clusters Score -1419773 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1420122.875000 Penalty: 4918.217773
	Iteration 10Q: 3 clusters Score -1420123 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1420519.000000 Penalty: 4918.217773
	Iteration 11Q: 3 clusters Score -1420519 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1420995.375000 Penalty: 4918.217773
	Iteration 12Q: 3 clusters Score -1420995 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1421484.875000 Penalty: 4918.217773
	Iteration 13Q: 3 clusters Score -1421485 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1421913.500000 Penalty: 4918.217773
	Iteration 14Q: 3 clusters Score -1421914 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1422270.625000 Penalty: 4918.217773
	Iteration 15Q: 3 clusters Score -1422271 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1422616.250000 Penalty: 4918.217773
	Iteration 16Q: 3 clusters Score -1422616 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1422877.875000 Penalty: 4918.217773
	Iteration 17Q: 3 clusters Score -1422878 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1423103.375000 Penalty: 4918.217773
	Iteration 18Q: 3 clusters Score -1423103 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1423283.000000 Penalty: 4918.217773
	Iteration 19Q: 3 clusters Score -1423283 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1423448.875000 Penalty: 4918.217773
	Iteration 20F: 3 clusters Score -1423449 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1423604.500000 Penalty: 4918.217773
	Iteration 21Q: 3 clusters Score -1423604 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1423736.000000 Penalty: 4918.217773
	Iteration 22Q: 3 clusters Score -1423736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1423871.750000 Penalty: 4918.217773
	Iteration 23Q: 3 clusters Score -1423872 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1423962.500000 Penalty: 4918.217773
	Iteration 24Q: 3 clusters Score -1423962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1424030.375000 Penalty: 4918.217773
	Iteration 25Q: 3 clusters Score -1424030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1424078.500000 Penalty: 4918.217773
	Iteration 26Q: 3 clusters Score -1424078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1424114.750000 Penalty: 4918.217773
	Iteration 27Q: 3 clusters Score -1424115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1424149.250000 Penalty: 4918.217773
	Iteration 28Q: 3 clusters Score -1424149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1424179.750000 Penalty: 4918.217773
	Iteration 29Q: 3 clusters Score -1424180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1424207.500000 Penalty: 4918.217773
	Iteration 30Q: 3 clusters Score -1424208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1424231.750000 Penalty: 4918.217773
	Iteration 31Q: 3 clusters Score -1424232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1424248.625000 Penalty: 4918.217773
	Iteration 32Q: 3 clusters Score -1424249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1424261.375000 Penalty: 4918.217773
	Iteration 33Q: 3 clusters Score -1424261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1424278.375000 Penalty: 4918.217773
	Iteration 34Q: 3 clusters Score -1424278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1424292.375000 Penalty: 4918.217773
	Iteration 35Q: 3 clusters Score -1424292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1424304.000000 Penalty: 4918.217773
	Iteration 36Q: 3 clusters Score -1424304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1424309.750000 Penalty: 4918.217773
	Iteration 37Q: 3 clusters Score -1424310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1424315.375000 Penalty: 4918.217773
	Iteration 38Q: 3 clusters Score -1424315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1424324.125000 Penalty: 4918.217773
	Iteration 39Q: 3 clusters Score -1424324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1424327.750000 Penalty: 4918.217773
	Iteration 40F: 3 clusters Score -1424328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1424334.750000 Penalty: 4918.217773
	Iteration 41Q: 3 clusters Score -1424335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1424344.750000 Penalty: 4918.217773
	Iteration 42Q: 3 clusters Score -1424345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1424356.750000 Penalty: 4918.217773
	Iteration 43Q: 3 clusters Score -1424357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1424363.625000 Penalty: 4918.217773
	Iteration 44Q: 3 clusters Score -1424364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1424367.125000 Penalty: 4918.217773
	Iteration 45Q: 3 clusters Score -1424367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1424372.250000 Penalty: 4918.217773
	Iteration 46Q: 3 clusters Score -1424372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1424379.000000 Penalty: 4918.217773
	Iteration 47Q: 3 clusters Score -1424379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1424377.000000 Penalty: 4918.217773
	Iteration 48Q: 3 clusters Score -1424377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1424379.875000 Penalty: 4918.217773
	Iteration 49Q: 3 clusters Score -1424380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1424383.000000 Penalty: 4918.217773
	Iteration 50Q: 3 clusters Score -1424383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1424383.000000 Penalty: 4918.217773
	Iteration 51F: 3 clusters Score -1424383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -194036.890625 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -194036.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -191086.781250 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -191086.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -191756.515625 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -191756.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -192034.609375 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -192034.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -192254.828125 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -192254.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -192434.031250 Penalty: 3899.034180
	Iteration 4F: 3 clusters Score -192434 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -192567.109375 Penalty: 3899.034180
	Iteration 5F: 3 clusters Score -192567.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -192672.046875 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -192672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -192749.031250 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -192749 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -192810.046875 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -192810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -192849.250000 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -192849.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -192875.781250 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -192875.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -192894.046875 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -192894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -192918.156250 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -192918.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -192927.406250 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -192927.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -192932.250000 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -192932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -192935.812500 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -192935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -192936.046875 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -192936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -192937.296875 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -192937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -192937.890625 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -192937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -192938.343750 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -192938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -192938.343750 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -192938.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Entering Unmasked Estep 
Score: -1055970.875000 Penalty: 2364.292480
	Iteration 0F: 2 clusters Score -1055971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1045859.750000 Penalty: 4728.584961
	Iteration 0F: 3 clusters Score -1045860 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1048982.875000 Penalty: 4728.584961
	Iteration 1F: 3 clusters Score -1048983 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1049378.250000 Penalty: 4728.584961
	Iteration 2F: 3 clusters Score -1049378 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1049733.375000 Penalty: 4728.584961
	Iteration 3F: 3 clusters Score -1049733 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1050063.250000 Penalty: 4728.584961
	Iteration 4Q: 3 clusters Score -1050063 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1050383.500000 Penalty: 4728.584961
	Iteration 5Q: 3 clusters Score -1050384 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1050724.000000 Penalty: 4728.584961
	Iteration 6Q: 3 clusters Score -1050724 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1051098.000000 Penalty: 4728.584961
	Iteration 7Q: 3 clusters Score -1051098 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1051474.875000 Penalty: 4728.584961
	Iteration 8Q: 3 clusters Score -1051475 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1051866.875000 Penalty: 4728.584961
	Iteration 9Q: 3 clusters Score -1051867 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1052325.250000 Penalty: 4728.584961
	Iteration 10Q: 3 clusters Score -1052325 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1052847.750000 Penalty: 4728.584961
	Iteration 11Q: 3 clusters Score -1052848 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1053369.875000 Penalty: 4728.584961
	Iteration 12Q: 3 clusters Score -1053370 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1053880.125000 Penalty: 4728.584961
	Iteration 13Q: 3 clusters Score -1053880 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1054401.375000 Penalty: 4728.584961
	Iteration 14Q: 3 clusters Score -1054401 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1054842.625000 Penalty: 4728.584961
	Iteration 15Q: 3 clusters Score -1054843 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1055142.250000 Penalty: 4728.584961
	Iteration 16Q: 3 clusters Score -1055142 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1055350.125000 Penalty: 4728.584961
	Iteration 17Q: 3 clusters Score -1055350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1055500.750000 Penalty: 4728.584961
	Iteration 18Q: 3 clusters Score -1055501 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1055575.375000 Penalty: 4728.584961
	Iteration 19Q: 3 clusters Score -1055575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1055613.250000 Penalty: 4728.584961
	Iteration 20F: 3 clusters Score -1055613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1055629.500000 Penalty: 4728.584961
	Iteration 21Q: 3 clusters Score -1055630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1055637.625000 Penalty: 4728.584961
	Iteration 22Q: 3 clusters Score -1055638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1055643.875000 Penalty: 4728.584961
	Iteration 23Q: 3 clusters Score -1055644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1055645.875000 Penalty: 4728.584961
	Iteration 24Q: 3 clusters Score -1055646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1055648.875000 Penalty: 4728.584961
	Iteration 25Q: 3 clusters Score -1055649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1055648.625000 Penalty: 4728.584961
	Iteration 26Q: 3 clusters Score -1055649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1055649.125000 Penalty: 4728.584961
	Iteration 27Q: 3 clusters Score -1055649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1055649.125000 Penalty: 4728.584961
	Iteration 28F: 3 clusters Score -1055649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Entering Unmasked Estep 
Score: -4305866.500000 Penalty: 2694.505859
	Iteration 0F: 2 clusters Score -4305866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -4270802.500000 Penalty: 5389.011719
	Iteration 0F: 3 clusters Score -4270802 nChanged 24143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4284180.000000 Penalty: 5389.011719
	Iteration 1F: 3 clusters Score -4284180 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4284805.500000 Penalty: 5389.011719
	Iteration 2Q: 3 clusters Score -4284806 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4285478.500000 Penalty: 5389.011719
	Iteration 3Q: 3 clusters Score -4285478 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4286266.000000 Penalty: 5389.011719
	Iteration 4Q: 3 clusters Score -4286266 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4287311.500000 Penalty: 5389.011719
	Iteration 5Q: 3 clusters Score -4287312 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4288736.000000 Penalty: 5389.011719
	Iteration 6F: 3 clusters Score -4288736 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4290690.000000 Penalty: 5389.011719
	Iteration 7F: 3 clusters Score -4290690 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4293300.500000 Penalty: 5389.011719
	Iteration 8F: 3 clusters Score -4293300 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4296103.000000 Penalty: 5389.011719
	Iteration 9F: 3 clusters Score -4296103 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4298504.500000 Penalty: 5389.011719
	Iteration 10F: 3 clusters Score -4298504 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4300002.500000 Penalty: 5389.011719
	Iteration 11Q: 3 clusters Score -4300002 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4300896.500000 Penalty: 5389.011719
	Iteration 12Q: 3 clusters Score -4300896 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4301429.500000 Penalty: 5389.011719
	Iteration 13Q: 3 clusters Score -4301430 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4301835.500000 Penalty: 5389.011719
	Iteration 14Q: 3 clusters Score -4301836 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4302117.000000 Penalty: 5389.011719
	Iteration 15Q: 3 clusters Score -4302117 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4302390.000000 Penalty: 5389.011719
	Iteration 16Q: 3 clusters Score -4302390 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4302620.000000 Penalty: 5389.011719
	Iteration 17Q: 3 clusters Score -4302620 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4302812.000000 Penalty: 5389.011719
	Iteration 18Q: 3 clusters Score -4302812 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4303032.500000 Penalty: 5389.011719
	Iteration 19Q: 3 clusters Score -4303032 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4303195.000000 Penalty: 5389.011719
	Iteration 20F: 3 clusters Score -4303195 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4303351.000000 Penalty: 5389.011719
	Iteration 21Q: 3 clusters Score -4303351 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4303481.500000 Penalty: 5389.011719
	Iteration 22Q: 3 clusters Score -4303482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4303562.500000 Penalty: 5389.011719
	Iteration 23Q: 3 clusters Score -4303562 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4303664.500000 Penalty: 5389.011719
	Iteration 24Q: 3 clusters Score -4303664 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4303749.000000 Penalty: 5389.011719
	Iteration 25Q: 3 clusters Score -4303749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4303837.500000 Penalty: 5389.011719
	Iteration 26Q: 3 clusters Score -4303838 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4303898.500000 Penalty: 5389.011719
	Iteration 27Q: 3 clusters Score -4303898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4303946.500000 Penalty: 5389.011719
	Iteration 28Q: 3 clusters Score -4303946 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4303991.000000 Penalty: 5389.011719
	Iteration 29Q: 3 clusters Score -4303991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4304026.500000 Penalty: 5389.011719
	Iteration 30Q: 3 clusters Score -4304026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4304046.000000 Penalty: 5389.011719
	Iteration 31Q: 3 clusters Score -4304046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4304061.500000 Penalty: 5389.011719
	Iteration 32Q: 3 clusters Score -4304062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4304083.000000 Penalty: 5389.011719
	Iteration 33Q: 3 clusters Score -4304083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4304103.500000 Penalty: 5389.011719
	Iteration 34Q: 3 clusters Score -4304104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4304118.500000 Penalty: 5389.011719
	Iteration 35Q: 3 clusters Score -4304118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4304132.500000 Penalty: 5389.011719
	Iteration 36Q: 3 clusters Score -4304132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4304147.500000 Penalty: 5389.011719
	Iteration 37Q: 3 clusters Score -4304148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4304155.000000 Penalty: 5389.011719
	Iteration 38Q: 3 clusters Score -4304155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4304159.000000 Penalty: 5389.011719
	Iteration 39Q: 3 clusters Score -4304159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4304162.500000 Penalty: 5389.011719
	Iteration 40F: 3 clusters Score -4304162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4304171.500000 Penalty: 5389.011719
	Iteration 41Q: 3 clusters Score -4304172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4304177.500000 Penalty: 5389.011719
	Iteration 42Q: 3 clusters Score -4304178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4304178.500000 Penalty: 5389.011719
	Iteration 43Q: 3 clusters Score -4304178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4304178.500000 Penalty: 5389.011719
	Iteration 44Q: 3 clusters Score -4304178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4304175.500000 Penalty: 5389.011719
	Iteration 45Q: 3 clusters Score -4304176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4304179.500000 Penalty: 5389.011719
	Iteration 46Q: 3 clusters Score -4304180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4304180.000000 Penalty: 5389.011719
	Iteration 47Q: 3 clusters Score -4304180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4304181.000000 Penalty: 5389.011719
	Iteration 48Q: 3 clusters Score -4304181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4304183.500000 Penalty: 5389.011719
	Iteration 49Q: 3 clusters Score -4304184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4304183.500000 Penalty: 5389.011719
	Iteration 50Q: 3 clusters Score -4304184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4304183.500000 Penalty: 5389.011719
	Iteration 51F: 3 clusters Score -4304184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Entering Unmasked Estep 
Score: -1440146.000000 Penalty: 2432.362061
	Iteration 0F: 2 clusters Score -1440146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1427305.250000 Penalty: 4864.724121
	Iteration 0F: 3 clusters Score -1427305 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1431513.750000 Penalty: 4864.724121
	Iteration 1F: 3 clusters Score -1431514 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1431879.625000 Penalty: 4864.724121
	Iteration 2F: 3 clusters Score -1431880 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1432233.875000 Penalty: 4864.724121
	Iteration 3Q: 3 clusters Score -1432234 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1432687.375000 Penalty: 4864.724121
	Iteration 4Q: 3 clusters Score -1432687 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1433227.500000 Penalty: 4864.724121
	Iteration 5Q: 3 clusters Score -1433228 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1433838.625000 Penalty: 4864.724121
	Iteration 6Q: 3 clusters Score -1433839 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1434437.750000 Penalty: 4864.724121
	Iteration 7Q: 3 clusters Score -1434438 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1434942.000000 Penalty: 4864.724121
	Iteration 8Q: 3 clusters Score -1434942 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1435371.875000 Penalty: 4864.724121
	Iteration 9Q: 3 clusters Score -1435372 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1435724.875000 Penalty: 4864.724121
	Iteration 10Q: 3 clusters Score -1435725 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1436013.250000 Penalty: 4864.724121
	Iteration 11Q: 3 clusters Score -1436013 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1436218.375000 Penalty: 4864.724121
	Iteration 12Q: 3 clusters Score -1436218 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1436356.750000 Penalty: 4864.724121
	Iteration 13Q: 3 clusters Score -1436357 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1436443.875000 Penalty: 4864.724121
	Iteration 14Q: 3 clusters Score -1436444 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1436512.500000 Penalty: 4864.724121
	Iteration 15Q: 3 clusters Score -1436512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1436554.000000 Penalty: 4864.724121
	Iteration 16Q: 3 clusters Score -1436554 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1436591.000000 Penalty: 4864.724121
	Iteration 17Q: 3 clusters Score -1436591 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1436620.000000 Penalty: 4864.724121
	Iteration 18Q: 3 clusters Score -1436620 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1436639.125000 Penalty: 4864.724121
	Iteration 19Q: 3 clusters Score -1436639 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1436657.375000 Penalty: 4864.724121
	Iteration 20F: 3 clusters Score -1436657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1436676.500000 Penalty: 4864.724121
	Iteration 21Q: 3 clusters Score -1436676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1436683.250000 Penalty: 4864.724121
	Iteration 22Q: 3 clusters Score -1436683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1436694.375000 Penalty: 4864.724121
	Iteration 23Q: 3 clusters Score -1436694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1436702.250000 Penalty: 4864.724121
	Iteration 24Q: 3 clusters Score -1436702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1436718.750000 Penalty: 4864.724121
	Iteration 25Q: 3 clusters Score -1436719 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1436734.875000 Penalty: 4864.724121
	Iteration 26Q: 3 clusters Score -1436735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1436749.500000 Penalty: 4864.724121
	Iteration 27Q: 3 clusters Score -1436750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1436759.500000 Penalty: 4864.724121
	Iteration 28Q: 3 clusters Score -1436760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1436774.625000 Penalty: 4864.724121
	Iteration 29Q: 3 clusters Score -1436775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1436795.500000 Penalty: 4864.724121
	Iteration 30Q: 3 clusters Score -1436796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1436824.000000 Penalty: 4864.724121
	Iteration 31Q: 3 clusters Score -1436824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1436842.375000 Penalty: 4864.724121
	Iteration 32Q: 3 clusters Score -1436842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1436871.750000 Penalty: 4864.724121
	Iteration 33Q: 3 clusters Score -1436872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1436897.250000 Penalty: 4864.724121
	Iteration 34Q: 3 clusters Score -1436897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1436912.750000 Penalty: 4864.724121
	Iteration 35Q: 3 clusters Score -1436913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1436936.250000 Penalty: 4864.724121
	Iteration 36Q: 3 clusters Score -1436936 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1436960.250000 Penalty: 4864.724121
	Iteration 37Q: 3 clusters Score -1436960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1436968.125000 Penalty: 4864.724121
	Iteration 38Q: 3 clusters Score -1436968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1436983.375000 Penalty: 4864.724121
	Iteration 39Q: 3 clusters Score -1436983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1436994.875000 Penalty: 4864.724121
	Iteration 40F: 3 clusters Score -1436995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1437002.750000 Penalty: 4864.724121
	Iteration 41Q: 3 clusters Score -1437003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1437010.875000 Penalty: 4864.724121
	Iteration 42Q: 3 clusters Score -1437011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1437022.750000 Penalty: 4864.724121
	Iteration 43Q: 3 clusters Score -1437023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1437019.875000 Penalty: 4864.724121
	Iteration 44Q: 3 clusters Score -1437020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1437030.500000 Penalty: 4864.724121
	Iteration 45Q: 3 clusters Score -1437030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1437040.375000 Penalty: 4864.724121
	Iteration 46Q: 3 clusters Score -1437040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1437047.500000 Penalty: 4864.724121
	Iteration 47Q: 3 clusters Score -1437048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1437051.125000 Penalty: 4864.724121
	Iteration 48Q: 3 clusters Score -1437051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1437062.500000 Penalty: 4864.724121
	Iteration 49Q: 3 clusters Score -1437062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1437070.375000 Penalty: 4864.724121
	Iteration 50Q: 3 clusters Score -1437070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1437082.125000 Penalty: 4864.724121
	Iteration 51Q: 3 clusters Score -1437082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1437093.750000 Penalty: 4864.724121
	Iteration 52Q: 3 clusters Score -1437094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1437102.750000 Penalty: 4864.724121
	Iteration 53Q: 3 clusters Score -1437103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1437114.250000 Penalty: 4864.724121
	Iteration 54Q: 3 clusters Score -1437114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1437122.750000 Penalty: 4864.724121
	Iteration 55Q: 3 clusters Score -1437123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1437130.500000 Penalty: 4864.724121
	Iteration 56Q: 3 clusters Score -1437130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1437134.375000 Penalty: 4864.724121
	Iteration 57Q: 3 clusters Score -1437134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1437140.500000 Penalty: 4864.724121
	Iteration 58Q: 3 clusters Score -1437140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1437158.375000 Penalty: 4864.724121
	Iteration 59Q: 3 clusters Score -1437158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1437163.750000 Penalty: 4864.724121
	Iteration 60F: 3 clusters Score -1437164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1437174.625000 Penalty: 4864.724121
	Iteration 61Q: 3 clusters Score -1437175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1437181.875000 Penalty: 4864.724121
	Iteration 62Q: 3 clusters Score -1437182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1437193.000000 Penalty: 4864.724121
	Iteration 63Q: 3 clusters Score -1437193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1437199.875000 Penalty: 4864.724121
	Iteration 64Q: 3 clusters Score -1437200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1437206.500000 Penalty: 4864.724121
	Iteration 65Q: 3 clusters Score -1437206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1437212.375000 Penalty: 4864.724121
	Iteration 66Q: 3 clusters Score -1437212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1437215.625000 Penalty: 4864.724121
	Iteration 67Q: 3 clusters Score -1437216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1437224.000000 Penalty: 4864.724121
	Iteration 68Q: 3 clusters Score -1437224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1437238.125000 Penalty: 4864.724121
	Iteration 69Q: 3 clusters Score -1437238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1437239.000000 Penalty: 4864.724121
	Iteration 70Q: 3 clusters Score -1437239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1437247.500000 Penalty: 4864.724121
	Iteration 71Q: 3 clusters Score -1437248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1437252.750000 Penalty: 4864.724121
	Iteration 72Q: 3 clusters Score -1437253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1437258.125000 Penalty: 4864.724121
	Iteration 73Q: 3 clusters Score -1437258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1437261.875000 Penalty: 4864.724121
	Iteration 74Q: 3 clusters Score -1437262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1437265.375000 Penalty: 4864.724121
	Iteration 75Q: 3 clusters Score -1437265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1437272.250000 Penalty: 4864.724121
	Iteration 76Q: 3 clusters Score -1437272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1437285.000000 Penalty: 4864.724121
	Iteration 77Q: 3 clusters Score -1437285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1437298.500000 Penalty: 4864.724121
	Iteration 78Q: 3 clusters Score -1437298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1437312.250000 Penalty: 4864.724121
	Iteration 79Q: 3 clusters Score -1437312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1437325.875000 Penalty: 4864.724121
	Iteration 80F: 3 clusters Score -1437326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1437337.000000 Penalty: 4864.724121
	Iteration 81Q: 3 clusters Score -1437337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1437346.750000 Penalty: 4864.724121
	Iteration 82Q: 3 clusters Score -1437347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1437363.125000 Penalty: 4864.724121
	Iteration 83Q: 3 clusters Score -1437363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1437386.250000 Penalty: 4864.724121
	Iteration 84Q: 3 clusters Score -1437386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1437398.750000 Penalty: 4864.724121
	Iteration 85Q: 3 clusters Score -1437399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1437420.625000 Penalty: 4864.724121
	Iteration 86Q: 3 clusters Score -1437421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1437446.250000 Penalty: 4864.724121
	Iteration 87Q: 3 clusters Score -1437446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1437465.375000 Penalty: 4864.724121
	Iteration 88Q: 3 clusters Score -1437465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1437476.000000 Penalty: 4864.724121
	Iteration 89Q: 3 clusters Score -1437476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1437492.625000 Penalty: 4864.724121
	Iteration 90Q: 3 clusters Score -1437493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1437503.250000 Penalty: 4864.724121
	Iteration 91Q: 3 clusters Score -1437503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1437524.625000 Penalty: 4864.724121
	Iteration 92Q: 3 clusters Score -1437525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1437551.500000 Penalty: 4864.724121
	Iteration 93Q: 3 clusters Score -1437552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1437575.875000 Penalty: 4864.724121
	Iteration 94Q: 3 clusters Score -1437576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1437593.500000 Penalty: 4864.724121
	Iteration 95Q: 3 clusters Score -1437594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1437615.750000 Penalty: 4864.724121
	Iteration 96Q: 3 clusters Score -1437616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1437647.375000 Penalty: 4864.724121
	Iteration 97Q: 3 clusters Score -1437647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1437681.875000 Penalty: 4864.724121
	Iteration 98Q: 3 clusters Score -1437682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1437711.250000 Penalty: 4864.724121
	Iteration 99Q: 3 clusters Score -1437711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1437748.625000 Penalty: 4864.724121
	Iteration 100F: 3 clusters Score -1437749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1437776.500000 Penalty: 4864.724121
	Iteration 101Q: 3 clusters Score -1437776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1437797.375000 Penalty: 4864.724121
	Iteration 102Q: 3 clusters Score -1437797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1437811.875000 Penalty: 4864.724121
	Iteration 103Q: 3 clusters Score -1437812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1437823.375000 Penalty: 4864.724121
	Iteration 104Q: 3 clusters Score -1437823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1437842.500000 Penalty: 4864.724121
	Iteration 105Q: 3 clusters Score -1437842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1437865.250000 Penalty: 4864.724121
	Iteration 106Q: 3 clusters Score -1437865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1437883.750000 Penalty: 4864.724121
	Iteration 107Q: 3 clusters Score -1437884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1437890.875000 Penalty: 4864.724121
	Iteration 108Q: 3 clusters Score -1437891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1437910.625000 Penalty: 4864.724121
	Iteration 109Q: 3 clusters Score -1437911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1437922.625000 Penalty: 4864.724121
	Iteration 110Q: 3 clusters Score -1437923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1437934.750000 Penalty: 4864.724121
	Iteration 111Q: 3 clusters Score -1437935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1437943.250000 Penalty: 4864.724121
	Iteration 112Q: 3 clusters Score -1437943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1437950.750000 Penalty: 4864.724121
	Iteration 113Q: 3 clusters Score -1437951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1437963.500000 Penalty: 4864.724121
	Iteration 114Q: 3 clusters Score -1437964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1437981.250000 Penalty: 4864.724121
	Iteration 115Q: 3 clusters Score -1437981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1437997.250000 Penalty: 4864.724121
	Iteration 116Q: 3 clusters Score -1437997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1438007.250000 Penalty: 4864.724121
	Iteration 117Q: 3 clusters Score -1438007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1438014.625000 Penalty: 4864.724121
	Iteration 118Q: 3 clusters Score -1438015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1438026.125000 Penalty: 4864.724121
	Iteration 119Q: 3 clusters Score -1438026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1438032.875000 Penalty: 4864.724121
	Iteration 120F: 3 clusters Score -1438033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1438039.375000 Penalty: 4864.724121
	Iteration 121Q: 3 clusters Score -1438039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1438047.125000 Penalty: 4864.724121
	Iteration 122Q: 3 clusters Score -1438047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1438050.125000 Penalty: 4864.724121
	Iteration 123Q: 3 clusters Score -1438050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1438051.500000 Penalty: 4864.724121
	Iteration 124Q: 3 clusters Score -1438052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1438057.250000 Penalty: 4864.724121
	Iteration 125Q: 3 clusters Score -1438057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1438058.375000 Penalty: 4864.724121
	Iteration 126Q: 3 clusters Score -1438058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1438059.250000 Penalty: 4864.724121
	Iteration 127Q: 3 clusters Score -1438059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1438061.500000 Penalty: 4864.724121
	Iteration 128Q: 3 clusters Score -1438062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1438062.500000 Penalty: 4864.724121
	Iteration 129Q: 3 clusters Score -1438062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1438065.875000 Penalty: 4864.724121
	Iteration 130Q: 3 clusters Score -1438066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1438069.000000 Penalty: 4864.724121
	Iteration 131Q: 3 clusters Score -1438069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1438066.625000 Penalty: 4864.724121
	Iteration 132Q: 3 clusters Score -1438067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1438066.625000 Penalty: 4864.724121
	Iteration 133F: 3 clusters Score -1438067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -613714.812500 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -613714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -607519.687500 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -607519.7 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -609158.250000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -609158.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -609397.062500 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -609397.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -609548.812500 Penalty: 4441.261719
	Iteration 3Q: 3 clusters Score -609548.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -609655.062500 Penalty: 4441.261719
	Iteration 4Q: 3 clusters Score -609655.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -609739.937500 Penalty: 4441.261719
	Iteration 5Q: 3 clusters Score -609739.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -609819.875000 Penalty: 4441.261719
	Iteration 6Q: 3 clusters Score -609819.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -609877.937500 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -609877.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -609930.875000 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -609930.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -609979.375000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -609979.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -610022.375000 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -610022.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -610068.375000 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -610068.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -610121.500000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -610121.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -610192.375000 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -610192.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -610280.125000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -610280.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -610388.812500 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -610388.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -610498.687500 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -610498.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -610627.625000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -610627.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -610777.937500 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -610777.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -610945.500000 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -610945.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -611111.187500 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -611111.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -611309.125000 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -611309.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -611466.187500 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -611466.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -611589.562500 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -611589.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -611691.437500 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -611691.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -611761.250000 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -611761.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -611824.062500 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -611824.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -611866.125000 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -611866.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -611902.562500 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -611902.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -611927.562500 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -611927.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -611942.812500 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -611942.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -611952.687500 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -611952.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -611961.250000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -611961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -611969.062500 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -611969.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -611979.687500 Penalty: 4441.261719
	Iteration 34Q: 3 clusters Score -611979.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -611985.125000 Penalty: 4441.261719
	Iteration 35Q: 3 clusters Score -611985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -611992.625000 Penalty: 4441.261719
	Iteration 36Q: 3 clusters Score -611992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -611999.812500 Penalty: 4441.261719
	Iteration 37Q: 3 clusters Score -611999.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -612008.125000 Penalty: 4441.261719
	Iteration 38Q: 3 clusters Score -612008.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -612017.062500 Penalty: 4441.261719
	Iteration 39Q: 3 clusters Score -612017.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -612025.437500 Penalty: 4441.261719
	Iteration 40F: 3 clusters Score -612025.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -612030.000000 Penalty: 4441.261719
	Iteration 41Q: 3 clusters Score -612030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -612035.750000 Penalty: 4441.261719
	Iteration 42Q: 3 clusters Score -612035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -612041.250000 Penalty: 4441.261719
	Iteration 43Q: 3 clusters Score -612041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -612048.125000 Penalty: 4441.261719
	Iteration 44Q: 3 clusters Score -612048.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -612055.437500 Penalty: 4441.261719
	Iteration 45Q: 3 clusters Score -612055.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -612061.375000 Penalty: 4441.261719
	Iteration 46Q: 3 clusters Score -612061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -612069.500000 Penalty: 4441.261719
	Iteration 47Q: 3 clusters Score -612069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -612073.500000 Penalty: 4441.261719
	Iteration 48Q: 3 clusters Score -612073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -612075.687500 Penalty: 4441.261719
	Iteration 49Q: 3 clusters Score -612075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -612075.375000 Penalty: 4441.261719
	Iteration 50Q: 3 clusters Score -612075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -612076.437500 Penalty: 4441.261719
	Iteration 51Q: 3 clusters Score -612076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -612076.437500 Penalty: 4441.261719
	Iteration 52F: 3 clusters Score -612076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Entering Unmasked Estep 
Score: -13167355.000000 Penalty: 2974.228027
	Iteration 0F: 2 clusters Score -1.316736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80669 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -13059351.000000 Penalty: 5948.456055
	Iteration 0F: 3 clusters Score -1.305935e+07 nChanged 77098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -13104044.000000 Penalty: 5948.456055
	Iteration 1F: 3 clusters Score -1.310404e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -13104875.000000 Penalty: 5948.456055
	Iteration 2Q: 3 clusters Score -1.310488e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80527 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -13105850.000000 Penalty: 5948.456055
	Iteration 3Q: 3 clusters Score -1.310585e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -13106936.000000 Penalty: 5948.456055
	Iteration 4Q: 3 clusters Score -1.310694e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 81695 members 
Entering Unmasked Estep 
Score: -13108447.000000 Penalty: 5948.456055
	Iteration 5Q: 3 clusters Score -1.310845e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -13110129.000000 Penalty: 5948.456055
	Iteration 6Q: 3 clusters Score -1.311013e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -13112547.000000 Penalty: 5948.456055
	Iteration 7Q: 3 clusters Score -1.311255e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -13115443.000000 Penalty: 5948.456055
	Iteration 8Q: 3 clusters Score -1.311544e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -13118962.000000 Penalty: 5948.456055
	Iteration 9Q: 3 clusters Score -1.311896e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -13123064.000000 Penalty: 5948.456055
	Iteration 10Q: 3 clusters Score -1.312306e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -13127722.000000 Penalty: 5948.456055
	Iteration 11Q: 3 clusters Score -1.312772e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -13132751.000000 Penalty: 5948.456055
	Iteration 12F: 3 clusters Score -1.313275e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -13137881.000000 Penalty: 5948.456055
	Iteration 13F: 3 clusters Score -1.313788e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -13142059.000000 Penalty: 5948.456055
	Iteration 14Q: 3 clusters Score -1.314206e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -13144732.000000 Penalty: 5948.456055
	Iteration 15Q: 3 clusters Score -1.314473e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -13145847.000000 Penalty: 5948.456055
	Iteration 16Q: 3 clusters Score -1.314585e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -13146482.000000 Penalty: 5948.456055
	Iteration 17Q: 3 clusters Score -1.314648e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -13147076.000000 Penalty: 5948.456055
	Iteration 18Q: 3 clusters Score -1.314708e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -13147558.000000 Penalty: 5948.456055
	Iteration 19Q: 3 clusters Score -1.314756e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -13148061.000000 Penalty: 5948.456055
	Iteration 20F: 3 clusters Score -1.314806e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -13148442.000000 Penalty: 5948.456055
	Iteration 21Q: 3 clusters Score -1.314844e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -13148807.000000 Penalty: 5948.456055
	Iteration 22Q: 3 clusters Score -1.314881e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -13149266.000000 Penalty: 5948.456055
	Iteration 23Q: 3 clusters Score -1.314927e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 97613 members 
Entering Unmasked Estep 
Score: -13149523.000000 Penalty: 5948.456055
	Iteration 24Q: 3 clusters Score -1.314952e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -13149773.000000 Penalty: 5948.456055
	Iteration 25Q: 3 clusters Score -1.314977e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 97978 members 
Entering Unmasked Estep 
Score: -13149966.000000 Penalty: 5948.456055
	Iteration 26Q: 3 clusters Score -1.314997e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 98195 members 
Entering Unmasked Estep 
Score: -13150105.000000 Penalty: 5948.456055
	Iteration 27Q: 3 clusters Score -1.31501e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -13150285.000000 Penalty: 5948.456055
	Iteration 28Q: 3 clusters Score -1.315028e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -13150375.000000 Penalty: 5948.456055
	Iteration 29Q: 3 clusters Score -1.315038e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -13150506.000000 Penalty: 5948.456055
	Iteration 30Q: 3 clusters Score -1.315051e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 99440 members 
Entering Unmasked Estep 
Score: -13150596.000000 Penalty: 5948.456055
	Iteration 31Q: 3 clusters Score -1.31506e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -13150663.000000 Penalty: 5948.456055
	Iteration 32Q: 3 clusters Score -1.315066e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -13150747.000000 Penalty: 5948.456055
	Iteration 33Q: 3 clusters Score -1.315075e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -13150823.000000 Penalty: 5948.456055
	Iteration 34Q: 3 clusters Score -1.315082e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -13150896.000000 Penalty: 5948.456055
	Iteration 35Q: 3 clusters Score -1.31509e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -13150903.000000 Penalty: 5948.456055
	Iteration 36Q: 3 clusters Score -1.31509e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -13150926.000000 Penalty: 5948.456055
	Iteration 37Q: 3 clusters Score -1.315093e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 102260 members 
Entering Unmasked Estep 
Score: -13150923.000000 Penalty: 5948.456055
	Iteration 38Q: 3 clusters Score -1.315092e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -13150921.000000 Penalty: 5948.456055
	Iteration 39Q: 3 clusters Score -1.315092e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -13150950.000000 Penalty: 5948.456055
	Iteration 40F: 3 clusters Score -1.315095e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -13150958.000000 Penalty: 5948.456055
	Iteration 41Q: 3 clusters Score -1.315096e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -13150994.000000 Penalty: 5948.456055
	Iteration 42Q: 3 clusters Score -1.315099e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -13151087.000000 Penalty: 5948.456055
	Iteration 43Q: 3 clusters Score -1.315109e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -13151117.000000 Penalty: 5948.456055
	Iteration 44Q: 3 clusters Score -1.315112e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 105859 members 
Entering Unmasked Estep 
Score: -13151201.000000 Penalty: 5948.456055
	Iteration 45Q: 3 clusters Score -1.31512e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -13151236.000000 Penalty: 5948.456055
	Iteration 46Q: 3 clusters Score -1.315124e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -13151212.000000 Penalty: 5948.456055
	Iteration 47Q: 3 clusters Score -1.315121e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 107369 members 
Entering Unmasked Estep 
Score: -13151301.000000 Penalty: 5948.456055
	Iteration 48Q: 3 clusters Score -1.31513e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -13151257.000000 Penalty: 5948.456055
	Iteration 49Q: 3 clusters Score -1.315126e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -13151317.000000 Penalty: 5948.456055
	Iteration 50Q: 3 clusters Score -1.315132e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -13151392.000000 Penalty: 5948.456055
	Iteration 51Q: 3 clusters Score -1.315139e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 109570 members 
Entering Unmasked Estep 
Score: -13151446.000000 Penalty: 5948.456055
	Iteration 52Q: 3 clusters Score -1.315145e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -13151504.000000 Penalty: 5948.456055
	Iteration 53Q: 3 clusters Score -1.31515e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 110819 members 
Entering Unmasked Estep 
Score: -13151558.000000 Penalty: 5948.456055
	Iteration 54Q: 3 clusters Score -1.315156e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -13151592.000000 Penalty: 5948.456055
	Iteration 55Q: 3 clusters Score -1.315159e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -13151733.000000 Penalty: 5948.456055
	Iteration 56Q: 3 clusters Score -1.315173e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 112786 members 
Entering Unmasked Estep 
Score: -13151815.000000 Penalty: 5948.456055
	Iteration 57Q: 3 clusters Score -1.315182e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -13151863.000000 Penalty: 5948.456055
	Iteration 58Q: 3 clusters Score -1.315186e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -13151911.000000 Penalty: 5948.456055
	Iteration 59Q: 3 clusters Score -1.315191e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -13151954.000000 Penalty: 5948.456055
	Iteration 60F: 3 clusters Score -1.315195e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -13152082.000000 Penalty: 5948.456055
	Iteration 61Q: 3 clusters Score -1.315208e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -13152151.000000 Penalty: 5948.456055
	Iteration 62Q: 3 clusters Score -1.315215e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 117010 members 
Entering Unmasked Estep 
Score: -13152287.000000 Penalty: 5948.456055
	Iteration 63Q: 3 clusters Score -1.315229e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -13152367.000000 Penalty: 5948.456055
	Iteration 64Q: 3 clusters Score -1.315237e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 118561 members 
Entering Unmasked Estep 
Score: -13152451.000000 Penalty: 5948.456055
	Iteration 65Q: 3 clusters Score -1.315245e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 119388 members 
Entering Unmasked Estep 
Score: -13152581.000000 Penalty: 5948.456055
	Iteration 66Q: 3 clusters Score -1.315258e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -13152763.000000 Penalty: 5948.456055
	Iteration 67Q: 3 clusters Score -1.315276e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -13152885.000000 Penalty: 5948.456055
	Iteration 68Q: 3 clusters Score -1.315288e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -13153104.000000 Penalty: 5948.456055
	Iteration 69Q: 3 clusters Score -1.31531e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 122988 members 
Entering Unmasked Estep 
Score: -13153233.000000 Penalty: 5948.456055
	Iteration 70Q: 3 clusters Score -1.315323e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -13153396.000000 Penalty: 5948.456055
	Iteration 71Q: 3 clusters Score -1.31534e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -13153505.000000 Penalty: 5948.456055
	Iteration 72Q: 3 clusters Score -1.31535e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 125880 members 
Entering Unmasked Estep 
Score: -13153664.000000 Penalty: 5948.456055
	Iteration 73Q: 3 clusters Score -1.315366e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 126890 members 
Entering Unmasked Estep 
Score: -13153789.000000 Penalty: 5948.456055
	Iteration 74Q: 3 clusters Score -1.315379e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 127953 members 
Entering Unmasked Estep 
Score: -13153946.000000 Penalty: 5948.456055
	Iteration 75Q: 3 clusters Score -1.315395e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 129050 members 
Entering Unmasked Estep 
Score: -13154068.000000 Penalty: 5948.456055
	Iteration 76Q: 3 clusters Score -1.315407e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -13154273.000000 Penalty: 5948.456055
	Iteration 77Q: 3 clusters Score -1.315427e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 131224 members 
Entering Unmasked Estep 
Score: -13154523.000000 Penalty: 5948.456055
	Iteration 78Q: 3 clusters Score -1.315452e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 132382 members 
Entering Unmasked Estep 
Score: -13154748.000000 Penalty: 5948.456055
	Iteration 79Q: 3 clusters Score -1.315475e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 133529 members 
Entering Unmasked Estep 
Score: -13154954.000000 Penalty: 5948.456055
	Iteration 80F: 3 clusters Score -1.315495e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 134662 members 
Entering Unmasked Estep 
Score: -13155194.000000 Penalty: 5948.456055
	Iteration 81Q: 3 clusters Score -1.315519e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -13155480.000000 Penalty: 5948.456055
	Iteration 82Q: 3 clusters Score -1.315548e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 136925 members 
Entering Unmasked Estep 
Score: -13155734.000000 Penalty: 5948.456055
	Iteration 83Q: 3 clusters Score -1.315573e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -13156043.000000 Penalty: 5948.456055
	Iteration 84Q: 3 clusters Score -1.315604e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 139297 members 
Entering Unmasked Estep 
Score: -13156324.000000 Penalty: 5948.456055
	Iteration 85Q: 3 clusters Score -1.315632e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -13156580.000000 Penalty: 5948.456055
	Iteration 86Q: 3 clusters Score -1.315658e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 141882 members 
Entering Unmasked Estep 
Score: -13157007.000000 Penalty: 5948.456055
	Iteration 87Q: 3 clusters Score -1.315701e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -13157363.000000 Penalty: 5948.456055
	Iteration 88Q: 3 clusters Score -1.315736e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 144630 members 
Entering Unmasked Estep 
Score: -13157725.000000 Penalty: 5948.456055
	Iteration 89Q: 3 clusters Score -1.315772e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 146110 members 
Entering Unmasked Estep 
Score: -13158210.000000 Penalty: 5948.456055
	Iteration 90Q: 3 clusters Score -1.315821e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 147580 members 
Entering Unmasked Estep 
Score: -13158680.000000 Penalty: 5948.456055
	Iteration 91Q: 3 clusters Score -1.315868e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 149054 members 
Entering Unmasked Estep 
Score: -13159215.000000 Penalty: 5948.456055
	Iteration 92Q: 3 clusters Score -1.315922e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 150518 members 
Entering Unmasked Estep 
Score: -13159741.000000 Penalty: 5948.456055
	Iteration 93Q: 3 clusters Score -1.315974e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -13160299.000000 Penalty: 5948.456055
	Iteration 94Q: 3 clusters Score -1.31603e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 153480 members 
Entering Unmasked Estep 
Score: -13160946.000000 Penalty: 5948.456055
	Iteration 95Q: 3 clusters Score -1.316095e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -13161602.000000 Penalty: 5948.456055
	Iteration 96Q: 3 clusters Score -1.31616e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -13162223.000000 Penalty: 5948.456055
	Iteration 97Q: 3 clusters Score -1.316222e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 157364 members 
Entering Unmasked Estep 
Score: -13162877.000000 Penalty: 5948.456055
	Iteration 98Q: 3 clusters Score -1.316288e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -13163427.000000 Penalty: 5948.456055
	Iteration 99Q: 3 clusters Score -1.316343e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -13163814.000000 Penalty: 5948.456055
	Iteration 100F: 3 clusters Score -1.316381e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -13164118.000000 Penalty: 5948.456055
	Iteration 101Q: 3 clusters Score -1.316412e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 159807 members 
Entering Unmasked Estep 
Score: -13164315.000000 Penalty: 5948.456055
	Iteration 102Q: 3 clusters Score -1.316432e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -13164436.000000 Penalty: 5948.456055
	Iteration 103Q: 3 clusters Score -1.316444e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 160197 members 
Entering Unmasked Estep 
Score: -13164530.000000 Penalty: 5948.456055
	Iteration 104Q: 3 clusters Score -1.316453e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -13164578.000000 Penalty: 5948.456055
	Iteration 105Q: 3 clusters Score -1.316458e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 160423 members 
Entering Unmasked Estep 
Score: -13164632.000000 Penalty: 5948.456055
	Iteration 106Q: 3 clusters Score -1.316463e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -13164669.000000 Penalty: 5948.456055
	Iteration 107Q: 3 clusters Score -1.316467e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -13164721.000000 Penalty: 5948.456055
	Iteration 108Q: 3 clusters Score -1.316472e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -13164745.000000 Penalty: 5948.456055
	Iteration 109Q: 3 clusters Score -1.316474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -13164774.000000 Penalty: 5948.456055
	Iteration 110Q: 3 clusters Score -1.316477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -13164795.000000 Penalty: 5948.456055
	Iteration 111Q: 3 clusters Score -1.31648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 160685 members 
Entering Unmasked Estep 
Score: -13164818.000000 Penalty: 5948.456055
	Iteration 112Q: 3 clusters Score -1.316482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 160700 members 
Entering Unmasked Estep 
Score: -13164822.000000 Penalty: 5948.456055
	Iteration 113Q: 3 clusters Score -1.316482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -13164815.000000 Penalty: 5948.456055
	Iteration 114Q: 3 clusters Score -1.316482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -13164834.000000 Penalty: 5948.456055
	Iteration 115Q: 3 clusters Score -1.316483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 160716 members 
Entering Unmasked Estep 
Score: -13164837.000000 Penalty: 5948.456055
	Iteration 116Q: 3 clusters Score -1.316484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -13164839.000000 Penalty: 5948.456055
	Iteration 117Q: 3 clusters Score -1.316484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 160726 members 
Entering Unmasked Estep 
Score: -13164835.000000 Penalty: 5948.456055
	Iteration 118Q: 3 clusters Score -1.316484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 160736 members 
Entering Unmasked Estep 
Score: -13164847.000000 Penalty: 5948.456055
	Iteration 119Q: 3 clusters Score -1.316485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 160744 members 
Entering Unmasked Estep 
Score: -13164844.000000 Penalty: 5948.456055
	Iteration 120F: 3 clusters Score -1.316484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -13164853.000000 Penalty: 5948.456055
	Iteration 121Q: 3 clusters Score -1.316485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 160765 members 
Entering Unmasked Estep 
Score: -13164862.000000 Penalty: 5948.456055
	Iteration 122Q: 3 clusters Score -1.316486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 160771 members 
Entering Unmasked Estep 
Score: -13164859.000000 Penalty: 5948.456055
	Iteration 123Q: 3 clusters Score -1.316486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -13164867.000000 Penalty: 5948.456055
	Iteration 124Q: 3 clusters Score -1.316487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -13164857.000000 Penalty: 5948.456055
	Iteration 125Q: 3 clusters Score -1.316486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -13164862.000000 Penalty: 5948.456055
	Iteration 126Q: 3 clusters Score -1.316486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -13164863.000000 Penalty: 5948.456055
	Iteration 127Q: 3 clusters Score -1.316486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -13164871.000000 Penalty: 5948.456055
	Iteration 128Q: 3 clusters Score -1.316487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 160792 members 
Entering Unmasked Estep 
Score: -13164871.000000 Penalty: 5948.456055
	Iteration 129Q: 3 clusters Score -1.316487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -13164876.000000 Penalty: 5948.456055
	Iteration 130Q: 3 clusters Score -1.316488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 160801 members 
Entering Unmasked Estep 
Score: -13164876.000000 Penalty: 5948.456055
	Iteration 131Q: 3 clusters Score -1.316488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 160807 members 
Entering Unmasked Estep 
Score: -13164879.000000 Penalty: 5948.456055
	Iteration 132Q: 3 clusters Score -1.316488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -13164887.000000 Penalty: 5948.456055
	Iteration 133Q: 3 clusters Score -1.316489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -13164895.000000 Penalty: 5948.456055
	Iteration 134Q: 3 clusters Score -1.31649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 160823 members 
Entering Unmasked Estep 
Score: -13164882.000000 Penalty: 5948.456055
	Iteration 135Q: 3 clusters Score -1.316488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -13164897.000000 Penalty: 5948.456055
	Iteration 136Q: 3 clusters Score -1.31649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 160828 members 
Entering Unmasked Estep 
Score: -13164894.000000 Penalty: 5948.456055
	Iteration 137Q: 3 clusters Score -1.316489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -13164902.000000 Penalty: 5948.456055
	Iteration 138Q: 3 clusters Score -1.31649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -13164901.000000 Penalty: 5948.456055
	Iteration 139Q: 3 clusters Score -1.31649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 160835 members 
Entering Unmasked Estep 
Score: -13164895.000000 Penalty: 5948.456055
	Iteration 140F: 3 clusters Score -1.31649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -106518.218750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -106518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -104263.218750 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -104263.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -104641.953125 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -104642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104744.164062 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -104744.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104795.539062 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -104795.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104824.523438 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -104824.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104850.390625 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -104850.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104865.906250 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -104865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104873.156250 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -104873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -104877.335938 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -104877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -104880.796875 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -104880.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104884.023438 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -104884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -104886.046875 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -104886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104888.375000 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -104888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104893.546875 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -104893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104894.992188 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -104895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -104895.765625 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -104895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -104896.296875 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -104896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -104896.593750 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -104896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -104896.593750 Penalty: 3608.141846
	Iteration 18F: 3 clusters Score -104896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -273093.500000 Penalty: 2070.554932
	Iteration 0F: 2 clusters Score -273093.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -269077.750000 Penalty: 4141.109863
	Iteration 0F: 3 clusters Score -269077.8 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -270105.281250 Penalty: 4141.109863
	Iteration 1F: 3 clusters Score -270105.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -270419.968750 Penalty: 4141.109863
	Iteration 2F: 3 clusters Score -270420 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -270651.093750 Penalty: 4141.109863
	Iteration 3F: 3 clusters Score -270651.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -270869.625000 Penalty: 4141.109863
	Iteration 4F: 3 clusters Score -270869.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -271054.156250 Penalty: 4141.109863
	Iteration 5Q: 3 clusters Score -271054.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -271223.000000 Penalty: 4141.109863
	Iteration 6Q: 3 clusters Score -271223 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -271356.281250 Penalty: 4141.109863
	Iteration 7Q: 3 clusters Score -271356.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -271453.687500 Penalty: 4141.109863
	Iteration 8Q: 3 clusters Score -271453.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -271525.750000 Penalty: 4141.109863
	Iteration 9Q: 3 clusters Score -271525.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -271578.156250 Penalty: 4141.109863
	Iteration 10Q: 3 clusters Score -271578.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -271615.718750 Penalty: 4141.109863
	Iteration 11Q: 3 clusters Score -271615.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -271652.156250 Penalty: 4141.109863
	Iteration 12Q: 3 clusters Score -271652.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -271688.062500 Penalty: 4141.109863
	Iteration 13Q: 3 clusters Score -271688.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -271738.531250 Penalty: 4141.109863
	Iteration 14Q: 3 clusters Score -271738.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -271781.625000 Penalty: 4141.109863
	Iteration 15Q: 3 clusters Score -271781.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -271812.468750 Penalty: 4141.109863
	Iteration 16Q: 3 clusters Score -271812.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -271830.968750 Penalty: 4141.109863
	Iteration 17Q: 3 clusters Score -271831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -271849.062500 Penalty: 4141.109863
	Iteration 18Q: 3 clusters Score -271849.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -271870.937500 Penalty: 4141.109863
	Iteration 19Q: 3 clusters Score -271870.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -271887.593750 Penalty: 4141.109863
	Iteration 20F: 3 clusters Score -271887.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -271908.281250 Penalty: 4141.109863
	Iteration 21Q: 3 clusters Score -271908.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -271926.375000 Penalty: 4141.109863
	Iteration 22Q: 3 clusters Score -271926.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -271939.437500 Penalty: 4141.109863
	Iteration 23Q: 3 clusters Score -271939.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -271957.062500 Penalty: 4141.109863
	Iteration 24Q: 3 clusters Score -271957.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -271974.031250 Penalty: 4141.109863
	Iteration 25Q: 3 clusters Score -271974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -271988.937500 Penalty: 4141.109863
	Iteration 26Q: 3 clusters Score -271988.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -272003.125000 Penalty: 4141.109863
	Iteration 27Q: 3 clusters Score -272003.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -272009.875000 Penalty: 4141.109863
	Iteration 28Q: 3 clusters Score -272009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -272016.093750 Penalty: 4141.109863
	Iteration 29Q: 3 clusters Score -272016.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -272021.218750 Penalty: 4141.109863
	Iteration 30Q: 3 clusters Score -272021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -272026.187500 Penalty: 4141.109863
	Iteration 31Q: 3 clusters Score -272026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -272031.156250 Penalty: 4141.109863
	Iteration 32Q: 3 clusters Score -272031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -272033.750000 Penalty: 4141.109863
	Iteration 33Q: 3 clusters Score -272033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -272034.500000 Penalty: 4141.109863
	Iteration 34Q: 3 clusters Score -272034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -272034.500000 Penalty: 4141.109863
	Iteration 35F: 3 clusters Score -272034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Entering Unmasked Estep 
Score: -2309455.500000 Penalty: 2548.144287
	Iteration 0F: 2 clusters Score -2309456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2289466.750000 Penalty: 5096.288574
	Iteration 0F: 3 clusters Score -2289467 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2296606.250000 Penalty: 5096.288574
	Iteration 1F: 3 clusters Score -2296606 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2297033.500000 Penalty: 5096.288574
	Iteration 2Q: 3 clusters Score -2297034 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2297437.000000 Penalty: 5096.288574
	Iteration 3Q: 3 clusters Score -2297437 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2297834.750000 Penalty: 5096.288574
	Iteration 4Q: 3 clusters Score -2297835 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2298291.750000 Penalty: 5096.288574
	Iteration 5Q: 3 clusters Score -2298292 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2298743.250000 Penalty: 5096.288574
	Iteration 6Q: 3 clusters Score -2298743 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2299218.250000 Penalty: 5096.288574
	Iteration 7Q: 3 clusters Score -2299218 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2299769.500000 Penalty: 5096.288574
	Iteration 8Q: 3 clusters Score -2299770 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2300450.250000 Penalty: 5096.288574
	Iteration 9Q: 3 clusters Score -2300450 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2301288.000000 Penalty: 5096.288574
	Iteration 10Q: 3 clusters Score -2301288 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2302219.500000 Penalty: 5096.288574
	Iteration 11Q: 3 clusters Score -2302220 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2303060.000000 Penalty: 5096.288574
	Iteration 12Q: 3 clusters Score -2303060 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2303656.250000 Penalty: 5096.288574
	Iteration 13Q: 3 clusters Score -2303656 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2304015.000000 Penalty: 5096.288574
	Iteration 14Q: 3 clusters Score -2304015 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2304267.500000 Penalty: 5096.288574
	Iteration 15Q: 3 clusters Score -2304268 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2304471.750000 Penalty: 5096.288574
	Iteration 16Q: 3 clusters Score -2304472 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2304692.500000 Penalty: 5096.288574
	Iteration 17Q: 3 clusters Score -2304692 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2304877.000000 Penalty: 5096.288574
	Iteration 18Q: 3 clusters Score -2304877 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2305086.750000 Penalty: 5096.288574
	Iteration 19Q: 3 clusters Score -2305087 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2305287.250000 Penalty: 5096.288574
	Iteration 20F: 3 clusters Score -2305287 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2305487.250000 Penalty: 5096.288574
	Iteration 21Q: 3 clusters Score -2305487 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2305688.000000 Penalty: 5096.288574
	Iteration 22Q: 3 clusters Score -2305688 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2305835.750000 Penalty: 5096.288574
	Iteration 23Q: 3 clusters Score -2305836 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2305963.500000 Penalty: 5096.288574
	Iteration 24Q: 3 clusters Score -2305964 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2306110.000000 Penalty: 5096.288574
	Iteration 25Q: 3 clusters Score -2306110 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2306237.250000 Penalty: 5096.288574
	Iteration 26Q: 3 clusters Score -2306237 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2306315.500000 Penalty: 5096.288574
	Iteration 27Q: 3 clusters Score -2306316 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2306396.250000 Penalty: 5096.288574
	Iteration 28Q: 3 clusters Score -2306396 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2306464.250000 Penalty: 5096.288574
	Iteration 29Q: 3 clusters Score -2306464 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2306519.000000 Penalty: 5096.288574
	Iteration 30Q: 3 clusters Score -2306519 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -2306607.000000 Penalty: 5096.288574
	Iteration 31Q: 3 clusters Score -2306607 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2306671.250000 Penalty: 5096.288574
	Iteration 32Q: 3 clusters Score -2306671 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -2306722.750000 Penalty: 5096.288574
	Iteration 33Q: 3 clusters Score -2306723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -2306772.500000 Penalty: 5096.288574
	Iteration 34Q: 3 clusters Score -2306772 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2306824.000000 Penalty: 5096.288574
	Iteration 35Q: 3 clusters Score -2306824 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2306876.000000 Penalty: 5096.288574
	Iteration 36Q: 3 clusters Score -2306876 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -2306926.750000 Penalty: 5096.288574
	Iteration 37Q: 3 clusters Score -2306927 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2306975.750000 Penalty: 5096.288574
	Iteration 38Q: 3 clusters Score -2306976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -2307008.000000 Penalty: 5096.288574
	Iteration 39Q: 3 clusters Score -2307008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -2307035.750000 Penalty: 5096.288574
	Iteration 40F: 3 clusters Score -2307036 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2307079.000000 Penalty: 5096.288574
	Iteration 41Q: 3 clusters Score -2307079 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -2307106.750000 Penalty: 5096.288574
	Iteration 42Q: 3 clusters Score -2307107 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2307142.750000 Penalty: 5096.288574
	Iteration 43Q: 3 clusters Score -2307143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -2307185.250000 Penalty: 5096.288574
	Iteration 44Q: 3 clusters Score -2307185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -2307228.250000 Penalty: 5096.288574
	Iteration 45Q: 3 clusters Score -2307228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2307264.500000 Penalty: 5096.288574
	Iteration 46Q: 3 clusters Score -2307264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -2307296.250000 Penalty: 5096.288574
	Iteration 47Q: 3 clusters Score -2307296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -2307323.000000 Penalty: 5096.288574
	Iteration 48Q: 3 clusters Score -2307323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2307359.250000 Penalty: 5096.288574
	Iteration 49Q: 3 clusters Score -2307359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -2307382.750000 Penalty: 5096.288574
	Iteration 50Q: 3 clusters Score -2307383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2307391.250000 Penalty: 5096.288574
	Iteration 51Q: 3 clusters Score -2307391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -2307404.750000 Penalty: 5096.288574
	Iteration 52Q: 3 clusters Score -2307405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -2307421.750000 Penalty: 5096.288574
	Iteration 53Q: 3 clusters Score -2307422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2307438.000000 Penalty: 5096.288574
	Iteration 54Q: 3 clusters Score -2307438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -2307449.250000 Penalty: 5096.288574
	Iteration 55Q: 3 clusters Score -2307449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -2307460.750000 Penalty: 5096.288574
	Iteration 56Q: 3 clusters Score -2307461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -2307467.750000 Penalty: 5096.288574
	Iteration 57Q: 3 clusters Score -2307468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -2307478.000000 Penalty: 5096.288574
	Iteration 58Q: 3 clusters Score -2307478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -2307480.750000 Penalty: 5096.288574
	Iteration 59Q: 3 clusters Score -2307481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2307488.750000 Penalty: 5096.288574
	Iteration 60F: 3 clusters Score -2307489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2307493.750000 Penalty: 5096.288574
	Iteration 61Q: 3 clusters Score -2307494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -2307498.500000 Penalty: 5096.288574
	Iteration 62Q: 3 clusters Score -2307498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2307502.000000 Penalty: 5096.288574
	Iteration 63Q: 3 clusters Score -2307502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2307505.250000 Penalty: 5096.288574
	Iteration 64Q: 3 clusters Score -2307505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2307508.000000 Penalty: 5096.288574
	Iteration 65Q: 3 clusters Score -2307508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -2307511.500000 Penalty: 5096.288574
	Iteration 66Q: 3 clusters Score -2307512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -2307510.250000 Penalty: 5096.288574
	Iteration 67Q: 3 clusters Score -2307510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -2307509.250000 Penalty: 5096.288574
	Iteration 68Q: 3 clusters Score -2307509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -2307512.250000 Penalty: 5096.288574
	Iteration 69Q: 3 clusters Score -2307512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2307517.000000 Penalty: 5096.288574
	Iteration 70Q: 3 clusters Score -2307517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -2307515.750000 Penalty: 5096.288574
	Iteration 71Q: 3 clusters Score -2307516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -2307520.000000 Penalty: 5096.288574
	Iteration 72Q: 3 clusters Score -2307520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2307519.250000 Penalty: 5096.288574
	Iteration 73Q: 3 clusters Score -2307519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2307520.750000 Penalty: 5096.288574
	Iteration 74Q: 3 clusters Score -2307521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -2307517.500000 Penalty: 5096.288574
	Iteration 75Q: 3 clusters Score -2307518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -2307517.500000 Penalty: 5096.288574
	Iteration 76F: 3 clusters Score -2307518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Entering Unmasked Estep 
Score: -1064967.000000 Penalty: 2355.000732
	Iteration 0F: 2 clusters Score -1064967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1055181.875000 Penalty: 4710.001465
	Iteration 0F: 3 clusters Score -1055182 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1058236.500000 Penalty: 4710.001465
	Iteration 1F: 3 clusters Score -1058236 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1058542.375000 Penalty: 4710.001465
	Iteration 2F: 3 clusters Score -1058542 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1058781.625000 Penalty: 4710.001465
	Iteration 3Q: 3 clusters Score -1058782 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1058980.750000 Penalty: 4710.001465
	Iteration 4Q: 3 clusters Score -1058981 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1059129.875000 Penalty: 4710.001465
	Iteration 5Q: 3 clusters Score -1059130 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1059262.000000 Penalty: 4710.001465
	Iteration 6Q: 3 clusters Score -1059262 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1059384.125000 Penalty: 4710.001465
	Iteration 7Q: 3 clusters Score -1059384 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1059501.375000 Penalty: 4710.001465
	Iteration 8Q: 3 clusters Score -1059501 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1059617.250000 Penalty: 4710.001465
	Iteration 9Q: 3 clusters Score -1059617 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1059742.250000 Penalty: 4710.001465
	Iteration 10Q: 3 clusters Score -1059742 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1059893.375000 Penalty: 4710.001465
	Iteration 11Q: 3 clusters Score -1059893 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1060058.250000 Penalty: 4710.001465
	Iteration 12Q: 3 clusters Score -1060058 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1060252.625000 Penalty: 4710.001465
	Iteration 13Q: 3 clusters Score -1060253 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1060457.125000 Penalty: 4710.001465
	Iteration 14Q: 3 clusters Score -1060457 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1060705.625000 Penalty: 4710.001465
	Iteration 15Q: 3 clusters Score -1060706 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1060958.125000 Penalty: 4710.001465
	Iteration 16Q: 3 clusters Score -1060958 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1061125.875000 Penalty: 4710.001465
	Iteration 17Q: 3 clusters Score -1061126 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1061267.000000 Penalty: 4710.001465
	Iteration 18Q: 3 clusters Score -1061267 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1061365.250000 Penalty: 4710.001465
	Iteration 19Q: 3 clusters Score -1061365 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1061425.500000 Penalty: 4710.001465
	Iteration 20F: 3 clusters Score -1061426 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1061483.125000 Penalty: 4710.001465
	Iteration 21Q: 3 clusters Score -1061483 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1061518.375000 Penalty: 4710.001465
	Iteration 22Q: 3 clusters Score -1061518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1061545.375000 Penalty: 4710.001465
	Iteration 23Q: 3 clusters Score -1061545 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1061563.875000 Penalty: 4710.001465
	Iteration 24Q: 3 clusters Score -1061564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1061582.125000 Penalty: 4710.001465
	Iteration 25Q: 3 clusters Score -1061582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1061596.375000 Penalty: 4710.001465
	Iteration 26Q: 3 clusters Score -1061596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1061608.750000 Penalty: 4710.001465
	Iteration 27Q: 3 clusters Score -1061609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1061623.500000 Penalty: 4710.001465
	Iteration 28Q: 3 clusters Score -1061624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1061632.625000 Penalty: 4710.001465
	Iteration 29Q: 3 clusters Score -1061633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1061645.625000 Penalty: 4710.001465
	Iteration 30Q: 3 clusters Score -1061646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1061659.375000 Penalty: 4710.001465
	Iteration 31Q: 3 clusters Score -1061659 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1061673.375000 Penalty: 4710.001465
	Iteration 32Q: 3 clusters Score -1061673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1061686.875000 Penalty: 4710.001465
	Iteration 33Q: 3 clusters Score -1061687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1061695.500000 Penalty: 4710.001465
	Iteration 34Q: 3 clusters Score -1061696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1061706.375000 Penalty: 4710.001465
	Iteration 35Q: 3 clusters Score -1061706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1061714.500000 Penalty: 4710.001465
	Iteration 36Q: 3 clusters Score -1061714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1061719.625000 Penalty: 4710.001465
	Iteration 37Q: 3 clusters Score -1061720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1061730.250000 Penalty: 4710.001465
	Iteration 38Q: 3 clusters Score -1061730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1061742.250000 Penalty: 4710.001465
	Iteration 39Q: 3 clusters Score -1061742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1061751.000000 Penalty: 4710.001465
	Iteration 40F: 3 clusters Score -1061751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1061754.750000 Penalty: 4710.001465
	Iteration 41Q: 3 clusters Score -1061755 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1061764.125000 Penalty: 4710.001465
	Iteration 42Q: 3 clusters Score -1061764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1061778.875000 Penalty: 4710.001465
	Iteration 43Q: 3 clusters Score -1061779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1061793.375000 Penalty: 4710.001465
	Iteration 44Q: 3 clusters Score -1061793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1061809.125000 Penalty: 4710.001465
	Iteration 45Q: 3 clusters Score -1061809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1061822.250000 Penalty: 4710.001465
	Iteration 46Q: 3 clusters Score -1061822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1061838.875000 Penalty: 4710.001465
	Iteration 47Q: 3 clusters Score -1061839 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1061854.875000 Penalty: 4710.001465
	Iteration 48Q: 3 clusters Score -1061855 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1061880.375000 Penalty: 4710.001465
	Iteration 49Q: 3 clusters Score -1061880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1061906.000000 Penalty: 4710.001465
	Iteration 50Q: 3 clusters Score -1061906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1061932.875000 Penalty: 4710.001465
	Iteration 51Q: 3 clusters Score -1061933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1061951.125000 Penalty: 4710.001465
	Iteration 52Q: 3 clusters Score -1061951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1061976.125000 Penalty: 4710.001465
	Iteration 53Q: 3 clusters Score -1061976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1062003.250000 Penalty: 4710.001465
	Iteration 54Q: 3 clusters Score -1062003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1062025.000000 Penalty: 4710.001465
	Iteration 55Q: 3 clusters Score -1062025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1062046.750000 Penalty: 4710.001465
	Iteration 56Q: 3 clusters Score -1062047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1062071.625000 Penalty: 4710.001465
	Iteration 57Q: 3 clusters Score -1062072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1062091.125000 Penalty: 4710.001465
	Iteration 58Q: 3 clusters Score -1062091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1062112.625000 Penalty: 4710.001465
	Iteration 59Q: 3 clusters Score -1062113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1062134.375000 Penalty: 4710.001465
	Iteration 60F: 3 clusters Score -1062134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1062155.500000 Penalty: 4710.001465
	Iteration 61Q: 3 clusters Score -1062156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1062172.250000 Penalty: 4710.001465
	Iteration 62Q: 3 clusters Score -1062172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1062187.875000 Penalty: 4710.001465
	Iteration 63Q: 3 clusters Score -1062188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1062199.125000 Penalty: 4710.001465
	Iteration 64Q: 3 clusters Score -1062199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1062212.125000 Penalty: 4710.001465
	Iteration 65Q: 3 clusters Score -1062212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1062225.125000 Penalty: 4710.001465
	Iteration 66Q: 3 clusters Score -1062225 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1062240.250000 Penalty: 4710.001465
	Iteration 67Q: 3 clusters Score -1062240 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1062256.125000 Penalty: 4710.001465
	Iteration 68Q: 3 clusters Score -1062256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1062271.000000 Penalty: 4710.001465
	Iteration 69Q: 3 clusters Score -1062271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1062291.000000 Penalty: 4710.001465
	Iteration 70Q: 3 clusters Score -1062291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1062310.000000 Penalty: 4710.001465
	Iteration 71Q: 3 clusters Score -1062310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1062326.375000 Penalty: 4710.001465
	Iteration 72Q: 3 clusters Score -1062326 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1062337.125000 Penalty: 4710.001465
	Iteration 73Q: 3 clusters Score -1062337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1062349.625000 Penalty: 4710.001465
	Iteration 74Q: 3 clusters Score -1062350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1062356.375000 Penalty: 4710.001465
	Iteration 75Q: 3 clusters Score -1062356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1062366.250000 Penalty: 4710.001465
	Iteration 76Q: 3 clusters Score -1062366 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1062376.500000 Penalty: 4710.001465
	Iteration 77Q: 3 clusters Score -1062376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1062387.750000 Penalty: 4710.001465
	Iteration 78Q: 3 clusters Score -1062388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1062397.375000 Penalty: 4710.001465
	Iteration 79Q: 3 clusters Score -1062397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1062405.750000 Penalty: 4710.001465
	Iteration 80F: 3 clusters Score -1062406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1062422.250000 Penalty: 4710.001465
	Iteration 81Q: 3 clusters Score -1062422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1062442.125000 Penalty: 4710.001465
	Iteration 82Q: 3 clusters Score -1062442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1062453.000000 Penalty: 4710.001465
	Iteration 83Q: 3 clusters Score -1062453 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1062464.500000 Penalty: 4710.001465
	Iteration 84Q: 3 clusters Score -1062464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1062473.375000 Penalty: 4710.001465
	Iteration 85Q: 3 clusters Score -1062473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1062483.500000 Penalty: 4710.001465
	Iteration 86Q: 3 clusters Score -1062484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1062488.500000 Penalty: 4710.001465
	Iteration 87Q: 3 clusters Score -1062488 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1062493.625000 Penalty: 4710.001465
	Iteration 88Q: 3 clusters Score -1062494 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1062504.500000 Penalty: 4710.001465
	Iteration 89Q: 3 clusters Score -1062504 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1062511.125000 Penalty: 4710.001465
	Iteration 90Q: 3 clusters Score -1062511 nChanged 16
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Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1062517.000000 Penalty: 4710.001465
	Iteration 91Q: 3 clusters Score -1062517 nChanged 23
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Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1062526.625000 Penalty: 4710.001465
	Iteration 92Q: 3 clusters Score -1062527 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1062534.500000 Penalty: 4710.001465
	Iteration 93Q: 3 clusters Score -1062534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1062542.125000 Penalty: 4710.001465
	Iteration 94Q: 3 clusters Score -1062542 nChanged 28
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Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1062550.500000 Penalty: 4710.001465
	Iteration 95Q: 3 clusters Score -1062550 nChanged 27
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Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1062561.250000 Penalty: 4710.001465
	Iteration 96Q: 3 clusters Score -1062561 nChanged 27
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Mstep: Class 1 contains 11700 members 
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Entering Unmasked Estep 
Score: -1062574.500000 Penalty: 4710.001465
	Iteration 97Q: 3 clusters Score -1062574 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1062583.500000 Penalty: 4710.001465
	Iteration 98Q: 3 clusters Score -1062584 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1062599.000000 Penalty: 4710.001465
	Iteration 99Q: 3 clusters Score -1062599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1062617.750000 Penalty: 4710.001465
	Iteration 100F: 3 clusters Score -1062618 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1062632.125000 Penalty: 4710.001465
	Iteration 101Q: 3 clusters Score -1062632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1062644.500000 Penalty: 4710.001465
	Iteration 102Q: 3 clusters Score -1062644 nChanged 34
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Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1062659.625000 Penalty: 4710.001465
	Iteration 103Q: 3 clusters Score -1062660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1062669.875000 Penalty: 4710.001465
	Iteration 104Q: 3 clusters Score -1062670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1062683.750000 Penalty: 4710.001465
	Iteration 105Q: 3 clusters Score -1062684 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1062699.750000 Penalty: 4710.001465
	Iteration 106Q: 3 clusters Score -1062700 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1062712.625000 Penalty: 4710.001465
	Iteration 107Q: 3 clusters Score -1062713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1062722.500000 Penalty: 4710.001465
	Iteration 108Q: 3 clusters Score -1062722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1062737.250000 Penalty: 4710.001465
	Iteration 109Q: 3 clusters Score -1062737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1062743.125000 Penalty: 4710.001465
	Iteration 110Q: 3 clusters Score -1062743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1062751.500000 Penalty: 4710.001465
	Iteration 111Q: 3 clusters Score -1062752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1062761.750000 Penalty: 4710.001465
	Iteration 112Q: 3 clusters Score -1062762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1062773.375000 Penalty: 4710.001465
	Iteration 113Q: 3 clusters Score -1062773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1062782.000000 Penalty: 4710.001465
	Iteration 114Q: 3 clusters Score -1062782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1062785.750000 Penalty: 4710.001465
	Iteration 115Q: 3 clusters Score -1062786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1062793.375000 Penalty: 4710.001465
	Iteration 116Q: 3 clusters Score -1062793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1062796.125000 Penalty: 4710.001465
	Iteration 117Q: 3 clusters Score -1062796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1062805.625000 Penalty: 4710.001465
	Iteration 118Q: 3 clusters Score -1062806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1062808.375000 Penalty: 4710.001465
	Iteration 119Q: 3 clusters Score -1062808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1062818.750000 Penalty: 4710.001465
	Iteration 120F: 3 clusters Score -1062819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1062820.125000 Penalty: 4710.001465
	Iteration 121Q: 3 clusters Score -1062820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1062824.500000 Penalty: 4710.001465
	Iteration 122Q: 3 clusters Score -1062824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1062828.750000 Penalty: 4710.001465
	Iteration 123Q: 3 clusters Score -1062829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1062830.375000 Penalty: 4710.001465
	Iteration 124Q: 3 clusters Score -1062830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1062831.750000 Penalty: 4710.001465
	Iteration 125Q: 3 clusters Score -1062832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1062832.000000 Penalty: 4710.001465
	Iteration 126Q: 3 clusters Score -1062832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1062835.250000 Penalty: 4710.001465
	Iteration 127Q: 3 clusters Score -1062835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1062841.500000 Penalty: 4710.001465
	Iteration 128Q: 3 clusters Score -1062842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1062846.750000 Penalty: 4710.001465
	Iteration 129Q: 3 clusters Score -1062847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1062852.250000 Penalty: 4710.001465
	Iteration 130Q: 3 clusters Score -1062852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1062857.750000 Penalty: 4710.001465
	Iteration 131Q: 3 clusters Score -1062858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1062862.750000 Penalty: 4710.001465
	Iteration 132Q: 3 clusters Score -1062863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1062867.375000 Penalty: 4710.001465
	Iteration 133Q: 3 clusters Score -1062867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1062869.750000 Penalty: 4710.001465
	Iteration 134Q: 3 clusters Score -1062870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1062873.875000 Penalty: 4710.001465
	Iteration 135Q: 3 clusters Score -1062874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1062876.625000 Penalty: 4710.001465
	Iteration 136Q: 3 clusters Score -1062877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1062880.625000 Penalty: 4710.001465
	Iteration 137Q: 3 clusters Score -1062881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1062885.750000 Penalty: 4710.001465
	Iteration 138Q: 3 clusters Score -1062886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1062890.000000 Penalty: 4710.001465
	Iteration 139Q: 3 clusters Score -1062890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1062893.875000 Penalty: 4710.001465
	Iteration 140F: 3 clusters Score -1062894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1062896.625000 Penalty: 4710.001465
	Iteration 141Q: 3 clusters Score -1062897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1062898.875000 Penalty: 4710.001465
	Iteration 142Q: 3 clusters Score -1062899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1062900.875000 Penalty: 4710.001465
	Iteration 143Q: 3 clusters Score -1062901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1062903.250000 Penalty: 4710.001465
	Iteration 144Q: 3 clusters Score -1062903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1062905.500000 Penalty: 4710.001465
	Iteration 145Q: 3 clusters Score -1062906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1062906.375000 Penalty: 4710.001465
	Iteration 146Q: 3 clusters Score -1062906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1062908.375000 Penalty: 4710.001465
	Iteration 147Q: 3 clusters Score -1062908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1062908.250000 Penalty: 4710.001465
	Iteration 148Q: 3 clusters Score -1062908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1062909.375000 Penalty: 4710.001465
	Iteration 149Q: 3 clusters Score -1062909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1062912.375000 Penalty: 4710.001465
	Iteration 150Q: 3 clusters Score -1062912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1062914.000000 Penalty: 4710.001465
	Iteration 151Q: 3 clusters Score -1062914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1062918.750000 Penalty: 4710.001465
	Iteration 152Q: 3 clusters Score -1062919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1062918.375000 Penalty: 4710.001465
	Iteration 153Q: 3 clusters Score -1062918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1062919.500000 Penalty: 4710.001465
	Iteration 154Q: 3 clusters Score -1062920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1062920.875000 Penalty: 4710.001465
	Iteration 155Q: 3 clusters Score -1062921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1062921.750000 Penalty: 4710.001465
	Iteration 156Q: 3 clusters Score -1062922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1062921.750000 Penalty: 4710.001465
	Iteration 157F: 3 clusters Score -1062922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -1611596.500000 Penalty: 2463.178711
	Iteration 0F: 2 clusters Score -1611596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1597238.875000 Penalty: 4926.357422
	Iteration 0F: 3 clusters Score -1597239 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1602138.250000 Penalty: 4926.357422
	Iteration 1F: 3 clusters Score -1602138 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1602628.375000 Penalty: 4926.357422
	Iteration 2F: 3 clusters Score -1602628 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1603105.000000 Penalty: 4926.357422
	Iteration 3F: 3 clusters Score -1603105 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1603618.875000 Penalty: 4926.357422
	Iteration 4Q: 3 clusters Score -1603619 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1604232.250000 Penalty: 4926.357422
	Iteration 5Q: 3 clusters Score -1604232 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1604982.125000 Penalty: 4926.357422
	Iteration 6F: 3 clusters Score -1604982 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1605801.125000 Penalty: 4926.357422
	Iteration 7F: 3 clusters Score -1605801 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1606549.625000 Penalty: 4926.357422
	Iteration 8F: 3 clusters Score -1606550 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1607189.750000 Penalty: 4926.357422
	Iteration 9F: 3 clusters Score -1607190 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1607733.250000 Penalty: 4926.357422
	Iteration 10Q: 3 clusters Score -1607733 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1608172.250000 Penalty: 4926.357422
	Iteration 11Q: 3 clusters Score -1608172 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1608472.375000 Penalty: 4926.357422
	Iteration 12Q: 3 clusters Score -1608472 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1608654.625000 Penalty: 4926.357422
	Iteration 13Q: 3 clusters Score -1608655 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1608789.750000 Penalty: 4926.357422
	Iteration 14Q: 3 clusters Score -1608790 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1608918.250000 Penalty: 4926.357422
	Iteration 15Q: 3 clusters Score -1608918 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1609058.750000 Penalty: 4926.357422
	Iteration 16Q: 3 clusters Score -1609059 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1609172.750000 Penalty: 4926.357422
	Iteration 17Q: 3 clusters Score -1609173 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1609260.750000 Penalty: 4926.357422
	Iteration 18Q: 3 clusters Score -1609261 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1609369.250000 Penalty: 4926.357422
	Iteration 19Q: 3 clusters Score -1609369 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1609446.000000 Penalty: 4926.357422
	Iteration 20F: 3 clusters Score -1609446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1609526.500000 Penalty: 4926.357422
	Iteration 21Q: 3 clusters Score -1609526 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1609599.125000 Penalty: 4926.357422
	Iteration 22Q: 3 clusters Score -1609599 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1609656.250000 Penalty: 4926.357422
	Iteration 23Q: 3 clusters Score -1609656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1609704.750000 Penalty: 4926.357422
	Iteration 24Q: 3 clusters Score -1609705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1609744.875000 Penalty: 4926.357422
	Iteration 25Q: 3 clusters Score -1609745 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1609781.750000 Penalty: 4926.357422
	Iteration 26Q: 3 clusters Score -1609782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1609793.000000 Penalty: 4926.357422
	Iteration 27Q: 3 clusters Score -1609793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1609819.750000 Penalty: 4926.357422
	Iteration 28Q: 3 clusters Score -1609820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1609846.750000 Penalty: 4926.357422
	Iteration 29Q: 3 clusters Score -1609847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1609862.875000 Penalty: 4926.357422
	Iteration 30Q: 3 clusters Score -1609863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1609870.000000 Penalty: 4926.357422
	Iteration 31Q: 3 clusters Score -1609870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1609878.875000 Penalty: 4926.357422
	Iteration 32Q: 3 clusters Score -1609879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1609882.250000 Penalty: 4926.357422
	Iteration 33Q: 3 clusters Score -1609882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1609889.625000 Penalty: 4926.357422
	Iteration 34Q: 3 clusters Score -1609890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1609901.000000 Penalty: 4926.357422
	Iteration 35Q: 3 clusters Score -1609901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1609907.625000 Penalty: 4926.357422
	Iteration 36Q: 3 clusters Score -1609908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1609916.500000 Penalty: 4926.357422
	Iteration 37Q: 3 clusters Score -1609916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1609917.875000 Penalty: 4926.357422
	Iteration 38Q: 3 clusters Score -1609918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1609928.125000 Penalty: 4926.357422
	Iteration 39Q: 3 clusters Score -1609928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1609931.375000 Penalty: 4926.357422
	Iteration 40F: 3 clusters Score -1609931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1609938.500000 Penalty: 4926.357422
	Iteration 41Q: 3 clusters Score -1609938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1609941.500000 Penalty: 4926.357422
	Iteration 42Q: 3 clusters Score -1609942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1609944.125000 Penalty: 4926.357422
	Iteration 43Q: 3 clusters Score -1609944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1609945.875000 Penalty: 4926.357422
	Iteration 44Q: 3 clusters Score -1609946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1609954.500000 Penalty: 4926.357422
	Iteration 45Q: 3 clusters Score -1609954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1609955.625000 Penalty: 4926.357422
	Iteration 46Q: 3 clusters Score -1609956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1609965.750000 Penalty: 4926.357422
	Iteration 47Q: 3 clusters Score -1609966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1609969.875000 Penalty: 4926.357422
	Iteration 48Q: 3 clusters Score -1609970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1609977.250000 Penalty: 4926.357422
	Iteration 49Q: 3 clusters Score -1609977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1609978.250000 Penalty: 4926.357422
	Iteration 50Q: 3 clusters Score -1609978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1609987.000000 Penalty: 4926.357422
	Iteration 51Q: 3 clusters Score -1609987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1609990.000000 Penalty: 4926.357422
	Iteration 52Q: 3 clusters Score -1609990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1610001.000000 Penalty: 4926.357422
	Iteration 53Q: 3 clusters Score -1610001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1610008.625000 Penalty: 4926.357422
	Iteration 54Q: 3 clusters Score -1610009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1610011.750000 Penalty: 4926.357422
	Iteration 55Q: 3 clusters Score -1610012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1610015.000000 Penalty: 4926.357422
	Iteration 56Q: 3 clusters Score -1610015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1610022.875000 Penalty: 4926.357422
	Iteration 57Q: 3 clusters Score -1610023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1610024.625000 Penalty: 4926.357422
	Iteration 58Q: 3 clusters Score -1610025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1610034.000000 Penalty: 4926.357422
	Iteration 59Q: 3 clusters Score -1610034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1610030.500000 Penalty: 4926.357422
	Iteration 60F: 3 clusters Score -1610030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1610036.875000 Penalty: 4926.357422
	Iteration 61Q: 3 clusters Score -1610037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1610043.625000 Penalty: 4926.357422
	Iteration 62Q: 3 clusters Score -1610044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1610047.375000 Penalty: 4926.357422
	Iteration 63Q: 3 clusters Score -1610047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1610052.250000 Penalty: 4926.357422
	Iteration 64Q: 3 clusters Score -1610052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1610055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1610064.500000 Penalty: 4926.357422
	Iteration 66Q: 3 clusters Score -1610064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1610065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1610066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1610068 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1610072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1610074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1610078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1610074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1610075.625000 Penalty: 4926.357422
	Iteration 74Q: 3 clusters Score -1610076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1610076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1610079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1610081.500000 Penalty: 4926.357422
	Iteration 77Q: 3 clusters Score -1610082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1610081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1610083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1610086.625000 Penalty: 4926.357422
	Iteration 80F: 3 clusters Score -1610087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1610093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1610096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1610097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1610099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1610097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1610102.625000 Penalty: 4926.357422
	Iteration 86Q: 3 clusters Score -1610103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1610101.500000 Penalty: 4926.357422
	Iteration 87Q: 3 clusters Score -1610102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1610107.625000 Penalty: 4926.357422
	Iteration 88Q: 3 clusters Score -1610108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1610110.750000 Penalty: 4926.357422
	Iteration 89Q: 3 clusters Score -1610111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1610113.125000 Penalty: 4926.357422
	Iteration 90Q: 3 clusters Score -1610113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1610118.875000 Penalty: 4926.357422
	Iteration 91Q: 3 clusters Score -1610119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1610123.625000 Penalty: 4926.357422
	Iteration 92Q: 3 clusters Score -1610124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1610123.250000 Penalty: 4926.357422
	Iteration 93Q: 3 clusters Score -1610123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1610128.000000 Penalty: 4926.357422
	Iteration 94Q: 3 clusters Score -1610128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1610126.625000 Penalty: 4926.357422
	Iteration 95Q: 3 clusters Score -1610127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1610129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1610127.750000 Penalty: 4926.357422
	Iteration 97Q: 3 clusters Score -1610128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1610131.125000 Penalty: 4926.357422
	Iteration 98Q: 3 clusters Score -1610131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1610130.875000 Penalty: 4926.357422
	Iteration 99Q: 3 clusters Score -1610131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1610139.750000 Penalty: 4926.357422
	Iteration 100F: 3 clusters Score -1610140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1610140.000000 Penalty: 4926.357422
	Iteration 101Q: 3 clusters Score -1610140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1610143.250000 Penalty: 4926.357422
	Iteration 102Q: 3 clusters Score -1610143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1610144.500000 Penalty: 4926.357422
	Iteration 103Q: 3 clusters Score -1610144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1610153.625000 Penalty: 4926.357422
	Iteration 104Q: 3 clusters Score -1610154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1610155.750000 Penalty: 4926.357422
	Iteration 105Q: 3 clusters Score -1610156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1610164.625000 Penalty: 4926.357422
	Iteration 106Q: 3 clusters Score -1610165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1610168.625000 Penalty: 4926.357422
	Iteration 107Q: 3 clusters Score -1610169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1610172.500000 Penalty: 4926.357422
	Iteration 108Q: 3 clusters Score -1610172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1610176.750000 Penalty: 4926.357422
	Iteration 109Q: 3 clusters Score -1610177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1610180.125000 Penalty: 4926.357422
	Iteration 110Q: 3 clusters Score -1610180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1610188.875000 Penalty: 4926.357422
	Iteration 111Q: 3 clusters Score -1610189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1610190 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1610189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1610193.125000 Penalty: 4926.357422
	Iteration 114Q: 3 clusters Score -1610193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1610191.625000 Penalty: 4926.357422
	Iteration 115Q: 3 clusters Score -1610192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1610192 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1610193 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1610198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1610197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1610195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1610196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1610198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1610196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1610197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1610195 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1610195 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1610195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1610192.875000 Penalty: 4926.357422
	Iteration 128Q: 3 clusters Score -1610193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1610197 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3834 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1610201 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1610203.000000 Penalty: 4926.357422
	Iteration 131Q: 3 clusters Score -1610203 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1610204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1610204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1610204.375000 Penalty: 4926.357422
	Iteration 134Q: 3 clusters Score -1610204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1610205.750000 Penalty: 4926.357422
	Iteration 135Q: 3 clusters Score -1610206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1610206.125000 Penalty: 4926.357422
	Iteration 136Q: 3 clusters Score -1610206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1610206.125000 Penalty: 4926.357422
	Iteration 137F: 3 clusters Score -1610206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252856 members 
Entering Unmasked Estep 
Score: -20421710.000000 Penalty: 3085.262695
	Iteration 0F: 2 clusters Score -2.042171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126147 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -20252042.000000 Penalty: 6170.525391
	Iteration 0F: 3 clusters Score -2.025204e+07 nChanged 121771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119636 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -20323434.000000 Penalty: 6170.525391
	Iteration 1F: 3 clusters Score -2.032343e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115538 members 
Mstep: Class 2 contains 137318 members 
Entering Unmasked Estep 
Score: -20324836.000000 Penalty: 6170.525391
	Iteration 2Q: 3 clusters Score -2.032484e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 143669 members 
Entering Unmasked Estep 
Score: -20327140.000000 Penalty: 6170.525391
	Iteration 3Q: 3 clusters Score -2.032714e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -20331028.000000 Penalty: 6170.525391
	Iteration 4Q: 3 clusters Score -2.033103e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 167426 members 
Entering Unmasked Estep 
Score: -20338722.000000 Penalty: 6170.525391
	Iteration 5F: 3 clusters Score -2.033872e+07 nChanged 20163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 187573 members 
Entering Unmasked Estep 
Score: -20353486.000000 Penalty: 6170.525391
	Iteration 6F: 3 clusters Score -2.035349e+07 nChanged 24754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 212325 members 
Entering Unmasked Estep 
Score: -20376892.000000 Penalty: 6170.525391
	Iteration 7F: 3 clusters Score -2.037689e+07 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 235012 members 
Entering Unmasked Estep 
Score: -20400530.000000 Penalty: 6170.525391
	Iteration 8F: 3 clusters Score -2.040053e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 247854 members 
Entering Unmasked Estep 
Score: -20414088.000000 Penalty: 6170.525391
	Iteration 9F: 3 clusters Score -2.041409e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 251730 members 
Entering Unmasked Estep 
Score: -20417856.000000 Penalty: 6170.525391
	Iteration 10Q: 3 clusters Score -2.041786e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 252494 members 
Entering Unmasked Estep 
Score: -20418612.000000 Penalty: 6170.525391
	Iteration 11Q: 3 clusters Score -2.041861e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252633 members 
Entering Unmasked Estep 
Score: -20418830.000000 Penalty: 6170.525391
	Iteration 12Q: 3 clusters Score -2.041883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 252659 members 
Entering Unmasked Estep 
Score: -20418876.000000 Penalty: 6170.525391
	Iteration 13Q: 3 clusters Score -2.041888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 252672 members 
Entering Unmasked Estep 
Score: -20418908.000000 Penalty: 6170.525391
	Iteration 14Q: 3 clusters Score -2.041891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 252684 members 
Entering Unmasked Estep 
Score: -20418914.000000 Penalty: 6170.525391
	Iteration 15Q: 3 clusters Score -2.041891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 252692 members 
Entering Unmasked Estep 
Score: -20418940.000000 Penalty: 6170.525391
	Iteration 16Q: 3 clusters Score -2.041894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 252695 members 
Entering Unmasked Estep 
Score: -20418930.000000 Penalty: 6170.525391
	Iteration 17Q: 3 clusters Score -2.041893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 252697 members 
Entering Unmasked Estep 
Score: -20418930.000000 Penalty: 6170.525391
	Iteration 18Q: 3 clusters Score -2.041893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 252697 members 
Entering Unmasked Estep 
Score: -20418934.000000 Penalty: 6170.525391
	Iteration 19Q: 3 clusters Score -2.041893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 252698 members 
Entering Unmasked Estep 
Score: -20418928.000000 Penalty: 6170.525391
	Iteration 20F: 3 clusters Score -2.041893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -86260.460938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -86260.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84205.156250 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -84205.16 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -84515.320312 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -84515.32 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -84603.992188 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -84603.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84638.382812 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -84638.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84666.679688 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -84666.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84693.125000 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -84693.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84705.632812 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -84705.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -84715.429688 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -84715.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -84732.015625 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -84732.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84746.195312 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -84746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -84751.492188 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -84751.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -84755.773438 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -84755.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84760.828125 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -84760.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -84765.593750 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -84765.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84772.000000 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -84772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84776.718750 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -84776.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -84781.421875 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -84781.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84782.273438 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -84782.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -84782.273438 Penalty: 3504.544189
	Iteration 18F: 3 clusters Score -84782.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Entering Unmasked Estep 
Score: -297445.562500 Penalty: 2050.072510
	Iteration 0F: 2 clusters Score -297445.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -293656.468750 Penalty: 4100.145020
	Iteration 0F: 3 clusters Score -293656.5 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -294536.125000 Penalty: 4100.145020
	Iteration 1F: 3 clusters Score -294536.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -294726.125000 Penalty: 4100.145020
	Iteration 2F: 3 clusters Score -294726.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -294838.343750 Penalty: 4100.145020
	Iteration 3Q: 3 clusters Score -294838.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -294912.750000 Penalty: 4100.145020
	Iteration 4Q: 3 clusters Score -294912.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -294988.718750 Penalty: 4100.145020
	Iteration 5Q: 3 clusters Score -294988.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -295053.843750 Penalty: 4100.145020
	Iteration 6Q: 3 clusters Score -295053.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -295101.375000 Penalty: 4100.145020
	Iteration 7Q: 3 clusters Score -295101.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295144.718750 Penalty: 4100.145020
	Iteration 8Q: 3 clusters Score -295144.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -295182.593750 Penalty: 4100.145020
	Iteration 9Q: 3 clusters Score -295182.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -295226.718750 Penalty: 4100.145020
	Iteration 10Q: 3 clusters Score -295226.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -295275.531250 Penalty: 4100.145020
	Iteration 11Q: 3 clusters Score -295275.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -295322.031250 Penalty: 4100.145020
	Iteration 12Q: 3 clusters Score -295322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -295369.468750 Penalty: 4100.145020
	Iteration 13Q: 3 clusters Score -295369.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -295408.000000 Penalty: 4100.145020
	Iteration 14Q: 3 clusters Score -295408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -295449.093750 Penalty: 4100.145020
	Iteration 15Q: 3 clusters Score -295449.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -295497.093750 Penalty: 4100.145020
	Iteration 16Q: 3 clusters Score -295497.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -295535.875000 Penalty: 4100.145020
	Iteration 17Q: 3 clusters Score -295535.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -295565.125000 Penalty: 4100.145020
	Iteration 18Q: 3 clusters Score -295565.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -295588.906250 Penalty: 4100.145020
	Iteration 19Q: 3 clusters Score -295588.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -295617.843750 Penalty: 4100.145020
	Iteration 20F: 3 clusters Score -295617.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -295639.062500 Penalty: 4100.145020
	Iteration 21Q: 3 clusters Score -295639.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -295665.062500 Penalty: 4100.145020
	Iteration 22Q: 3 clusters Score -295665.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -295690.656250 Penalty: 4100.145020
	Iteration 23Q: 3 clusters Score -295690.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -295706.531250 Penalty: 4100.145020
	Iteration 24Q: 3 clusters Score -295706.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -295717.031250 Penalty: 4100.145020
	Iteration 25Q: 3 clusters Score -295717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -295727.218750 Penalty: 4100.145020
	Iteration 26Q: 3 clusters Score -295727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -295736.375000 Penalty: 4100.145020
	Iteration 27Q: 3 clusters Score -295736.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -295746.437500 Penalty: 4100.145020
	Iteration 28Q: 3 clusters Score -295746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -295752.250000 Penalty: 4100.145020
	Iteration 29Q: 3 clusters Score -295752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -295756.812500 Penalty: 4100.145020
	Iteration 30Q: 3 clusters Score -295756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -295761.906250 Penalty: 4100.145020
	Iteration 31Q: 3 clusters Score -295761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -295766.093750 Penalty: 4100.145020
	Iteration 32Q: 3 clusters Score -295766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -295768.687500 Penalty: 4100.145020
	Iteration 33Q: 3 clusters Score -295768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -295770.625000 Penalty: 4100.145020
	Iteration 34Q: 3 clusters Score -295770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -295772.156250 Penalty: 4100.145020
	Iteration 35Q: 3 clusters Score -295772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -295774.593750 Penalty: 4100.145020
	Iteration 36Q: 3 clusters Score -295774.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -295780.843750 Penalty: 4100.145020
	Iteration 37Q: 3 clusters Score -295780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -295785.843750 Penalty: 4100.145020
	Iteration 38Q: 3 clusters Score -295785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -295788.375000 Penalty: 4100.145020
	Iteration 39Q: 3 clusters Score -295788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -295790.218750 Penalty: 4100.145020
	Iteration 40F: 3 clusters Score -295790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -295794.812500 Penalty: 4100.145020
	Iteration 41Q: 3 clusters Score -295794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -295800.218750 Penalty: 4100.145020
	Iteration 42Q: 3 clusters Score -295800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -295804.343750 Penalty: 4100.145020
	Iteration 43Q: 3 clusters Score -295804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -295810.343750 Penalty: 4100.145020
	Iteration 44Q: 3 clusters Score -295810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -295814.406250 Penalty: 4100.145020
	Iteration 45Q: 3 clusters Score -295814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -295818.593750 Penalty: 4100.145020
	Iteration 46Q: 3 clusters Score -295818.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -295824.125000 Penalty: 4100.145020
	Iteration 47Q: 3 clusters Score -295824.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -295831.812500 Penalty: 4100.145020
	Iteration 48Q: 3 clusters Score -295831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -295836.843750 Penalty: 4100.145020
	Iteration 49Q: 3 clusters Score -295836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -295845.875000 Penalty: 4100.145020
	Iteration 50Q: 3 clusters Score -295845.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -295855.437500 Penalty: 4100.145020
	Iteration 51Q: 3 clusters Score -295855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -295862.750000 Penalty: 4100.145020
	Iteration 52Q: 3 clusters Score -295862.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -295873.125000 Penalty: 4100.145020
	Iteration 53Q: 3 clusters Score -295873.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -295884.750000 Penalty: 4100.145020
	Iteration 54Q: 3 clusters Score -295884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -295901.531250 Penalty: 4100.145020
	Iteration 55Q: 3 clusters Score -295901.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -295920.093750 Penalty: 4100.145020
	Iteration 56Q: 3 clusters Score -295920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -295929.281250 Penalty: 4100.145020
	Iteration 57Q: 3 clusters Score -295929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -295932.281250 Penalty: 4100.145020
	Iteration 58Q: 3 clusters Score -295932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -295934.500000 Penalty: 4100.145020
	Iteration 59Q: 3 clusters Score -295934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -295935.000000 Penalty: 4100.145020
	Iteration 60F: 3 clusters Score -295935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -295936.687500 Penalty: 4100.145020
	Iteration 61Q: 3 clusters Score -295936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -295936.687500 Penalty: 4100.145020
	Iteration 62F: 3 clusters Score -295936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Entering Unmasked Estep 
Score: -1462440.500000 Penalty: 2441.049316
	Iteration 0F: 2 clusters Score -1462440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1449294.750000 Penalty: 4882.098633
	Iteration 0F: 3 clusters Score -1449295 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1453562.000000 Penalty: 4882.098633
	Iteration 1F: 3 clusters Score -1453562 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1453940.000000 Penalty: 4882.098633
	Iteration 2F: 3 clusters Score -1453940 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1454244.250000 Penalty: 4882.098633
	Iteration 3Q: 3 clusters Score -1454244 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1454528.750000 Penalty: 4882.098633
	Iteration 4Q: 3 clusters Score -1454529 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1454782.875000 Penalty: 4882.098633
	Iteration 5Q: 3 clusters Score -1454783 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1455046.750000 Penalty: 4882.098633
	Iteration 6Q: 3 clusters Score -1455047 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1455370.750000 Penalty: 4882.098633
	Iteration 7Q: 3 clusters Score -1455371 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1455737.125000 Penalty: 4882.098633
	Iteration 8Q: 3 clusters Score -1455737 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1456187.125000 Penalty: 4882.098633
	Iteration 9Q: 3 clusters Score -1456187 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1456753.125000 Penalty: 4882.098633
	Iteration 10Q: 3 clusters Score -1456753 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1457515.375000 Penalty: 4882.098633
	Iteration 11F: 3 clusters Score -1457515 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1458375.000000 Penalty: 4882.098633
	Iteration 12F: 3 clusters Score -1458375 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1459085.375000 Penalty: 4882.098633
	Iteration 13Q: 3 clusters Score -1459085 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1459575.750000 Penalty: 4882.098633
	Iteration 14Q: 3 clusters Score -1459576 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1459872.500000 Penalty: 4882.098633
	Iteration 15Q: 3 clusters Score -1459872 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1460040.000000 Penalty: 4882.098633
	Iteration 16Q: 3 clusters Score -1460040 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1460139.000000 Penalty: 4882.098633
	Iteration 17Q: 3 clusters Score -1460139 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1460203.750000 Penalty: 4882.098633
	Iteration 18Q: 3 clusters Score -1460204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1460239.500000 Penalty: 4882.098633
	Iteration 19Q: 3 clusters Score -1460240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1460260.250000 Penalty: 4882.098633
	Iteration 20F: 3 clusters Score -1460260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1460289.500000 Penalty: 4882.098633
	Iteration 21Q: 3 clusters Score -1460290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1460302.750000 Penalty: 4882.098633
	Iteration 22Q: 3 clusters Score -1460303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1460322.125000 Penalty: 4882.098633
	Iteration 23Q: 3 clusters Score -1460322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1460335.375000 Penalty: 4882.098633
	Iteration 24Q: 3 clusters Score -1460335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1460346.500000 Penalty: 4882.098633
	Iteration 25Q: 3 clusters Score -1460346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1460358.250000 Penalty: 4882.098633
	Iteration 26Q: 3 clusters Score -1460358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1460365.000000 Penalty: 4882.098633
	Iteration 27Q: 3 clusters Score -1460365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1460371.500000 Penalty: 4882.098633
	Iteration 28Q: 3 clusters Score -1460372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1460380.625000 Penalty: 4882.098633
	Iteration 29Q: 3 clusters Score -1460381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1460384.750000 Penalty: 4882.098633
	Iteration 30Q: 3 clusters Score -1460385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1460386.375000 Penalty: 4882.098633
	Iteration 31Q: 3 clusters Score -1460386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1460389.500000 Penalty: 4882.098633
	Iteration 32Q: 3 clusters Score -1460390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1460389.875000 Penalty: 4882.098633
	Iteration 33Q: 3 clusters Score -1460390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1460393.500000 Penalty: 4882.098633
	Iteration 34Q: 3 clusters Score -1460394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1460400.250000 Penalty: 4882.098633
	Iteration 35Q: 3 clusters Score -1460400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1460405.750000 Penalty: 4882.098633
	Iteration 36Q: 3 clusters Score -1460406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1460412.625000 Penalty: 4882.098633
	Iteration 37Q: 3 clusters Score -1460413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1460416.125000 Penalty: 4882.098633
	Iteration 38Q: 3 clusters Score -1460416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1460423.250000 Penalty: 4882.098633
	Iteration 39Q: 3 clusters Score -1460423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1460430.000000 Penalty: 4882.098633
	Iteration 40F: 3 clusters Score -1460430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1460433.500000 Penalty: 4882.098633
	Iteration 41Q: 3 clusters Score -1460434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1460435.750000 Penalty: 4882.098633
	Iteration 42Q: 3 clusters Score -1460436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1460438.000000 Penalty: 4882.098633
	Iteration 43Q: 3 clusters Score -1460438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1460438.750000 Penalty: 4882.098633
	Iteration 44Q: 3 clusters Score -1460439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1460441.000000 Penalty: 4882.098633
	Iteration 45Q: 3 clusters Score -1460441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1460444.375000 Penalty: 4882.098633
	Iteration 46Q: 3 clusters Score -1460444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1460443.375000 Penalty: 4882.098633
	Iteration 47Q: 3 clusters Score -1460443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1460446.375000 Penalty: 4882.098633
	Iteration 48Q: 3 clusters Score -1460446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1460447.500000 Penalty: 4882.098633
	Iteration 49Q: 3 clusters Score -1460448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1460453.625000 Penalty: 4882.098633
	Iteration 50Q: 3 clusters Score -1460454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1460455.625000 Penalty: 4882.098633
	Iteration 51Q: 3 clusters Score -1460456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1460454.875000 Penalty: 4882.098633
	Iteration 52Q: 3 clusters Score -1460455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1460455.375000 Penalty: 4882.098633
	Iteration 53Q: 3 clusters Score -1460455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1460455.375000 Penalty: 4882.098633
	Iteration 54F: 3 clusters Score -1460455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Entering Unmasked Estep 
Score: -8022046.000000 Penalty: 2849.071777
	Iteration 0F: 2 clusters Score -8022046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -7956809.000000 Penalty: 5698.143555
	Iteration 0F: 3 clusters Score -7956809 nChanged 45976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -7982852.500000 Penalty: 5698.143555
	Iteration 1F: 3 clusters Score -7982852 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -7983642.500000 Penalty: 5698.143555
	Iteration 2Q: 3 clusters Score -7983642 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -7984500.500000 Penalty: 5698.143555
	Iteration 3Q: 3 clusters Score -7984500 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -7985852.500000 Penalty: 5698.143555
	Iteration 4Q: 3 clusters Score -7985852 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -7988159.500000 Penalty: 5698.143555
	Iteration 5Q: 3 clusters Score -7988160 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -7991769.000000 Penalty: 5698.143555
	Iteration 6F: 3 clusters Score -7991769 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -7997298.000000 Penalty: 5698.143555
	Iteration 7F: 3 clusters Score -7997298 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -8004808.500000 Penalty: 5698.143555
	Iteration 8F: 3 clusters Score -8004808 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -8011952.000000 Penalty: 5698.143555
	Iteration 9F: 3 clusters Score -8011952 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -8016034.000000 Penalty: 5698.143555
	Iteration 10Q: 3 clusters Score -8016034 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -8017573.500000 Penalty: 5698.143555
	Iteration 11Q: 3 clusters Score -8017574 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -8018173.500000 Penalty: 5698.143555
	Iteration 12Q: 3 clusters Score -8018174 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -8018448.000000 Penalty: 5698.143555
	Iteration 13Q: 3 clusters Score -8018448 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -8018647.000000 Penalty: 5698.143555
	Iteration 14Q: 3 clusters Score -8018647 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -8018842.500000 Penalty: 5698.143555
	Iteration 15Q: 3 clusters Score -8018842 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 89795 members 
Entering Unmasked Estep 
Score: -8019009.000000 Penalty: 5698.143555
	Iteration 16Q: 3 clusters Score -8019009 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -8019153.000000 Penalty: 5698.143555
	Iteration 17Q: 3 clusters Score -8019153 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -8019243.000000 Penalty: 5698.143555
	Iteration 18Q: 3 clusters Score -8019243 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 90960 members 
Entering Unmasked Estep 
Score: -8019310.500000 Penalty: 5698.143555
	Iteration 19Q: 3 clusters Score -8019310 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -8019396.500000 Penalty: 5698.143555
	Iteration 20F: 3 clusters Score -8019396 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -8019447.500000 Penalty: 5698.143555
	Iteration 21Q: 3 clusters Score -8019448 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -8019486.500000 Penalty: 5698.143555
	Iteration 22Q: 3 clusters Score -8019486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -8019532.500000 Penalty: 5698.143555
	Iteration 23Q: 3 clusters Score -8019532 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -8019608.500000 Penalty: 5698.143555
	Iteration 24Q: 3 clusters Score -8019608 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -8019691.500000 Penalty: 5698.143555
	Iteration 25Q: 3 clusters Score -8019692 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -8019761.500000 Penalty: 5698.143555
	Iteration 26Q: 3 clusters Score -8019762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -8019799.000000 Penalty: 5698.143555
	Iteration 27Q: 3 clusters Score -8019799 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -8019842.000000 Penalty: 5698.143555
	Iteration 28Q: 3 clusters Score -8019842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -8019904.500000 Penalty: 5698.143555
	Iteration 29Q: 3 clusters Score -8019904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -8019932.500000 Penalty: 5698.143555
	Iteration 30Q: 3 clusters Score -8019932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 93661 members 
Entering Unmasked Estep 
Score: -8019978.500000 Penalty: 5698.143555
	Iteration 31Q: 3 clusters Score -8019978 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -8020032.500000 Penalty: 5698.143555
	Iteration 32Q: 3 clusters Score -8020032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 93920 members 
Entering Unmasked Estep 
Score: -8020047.500000 Penalty: 5698.143555
	Iteration 33Q: 3 clusters Score -8020048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -8020056.500000 Penalty: 5698.143555
	Iteration 34Q: 3 clusters Score -8020056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -8020073.500000 Penalty: 5698.143555
	Iteration 35Q: 3 clusters Score -8020074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -8020118.000000 Penalty: 5698.143555
	Iteration 36Q: 3 clusters Score -8020118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -8020124.000000 Penalty: 5698.143555
	Iteration 37Q: 3 clusters Score -8020124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -8020155.000000 Penalty: 5698.143555
	Iteration 38Q: 3 clusters Score -8020155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -8020165.000000 Penalty: 5698.143555
	Iteration 39Q: 3 clusters Score -8020165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -8020167.000000 Penalty: 5698.143555
	Iteration 40F: 3 clusters Score -8020167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 94584 members 
Entering Unmasked Estep 
Score: -8020178.500000 Penalty: 5698.143555
	Iteration 41Q: 3 clusters Score -8020178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -8020180.000000 Penalty: 5698.143555
	Iteration 42Q: 3 clusters Score -8020180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -8020187.500000 Penalty: 5698.143555
	Iteration 43Q: 3 clusters Score -8020188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -8020195.000000 Penalty: 5698.143555
	Iteration 44Q: 3 clusters Score -8020195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -8020203.000000 Penalty: 5698.143555
	Iteration 45Q: 3 clusters Score -8020203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -8020193.000000 Penalty: 5698.143555
	Iteration 46Q: 3 clusters Score -8020193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -8020209.000000 Penalty: 5698.143555
	Iteration 47Q: 3 clusters Score -8020209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -8020213.000000 Penalty: 5698.143555
	Iteration 48Q: 3 clusters Score -8020213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -8020209.500000 Penalty: 5698.143555
	Iteration 49Q: 3 clusters Score -8020210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -8020226.000000 Penalty: 5698.143555
	Iteration 50Q: 3 clusters Score -8020226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -8020252.500000 Penalty: 5698.143555
	Iteration 51Q: 3 clusters Score -8020252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -8020253.500000 Penalty: 5698.143555
	Iteration 52Q: 3 clusters Score -8020254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -8020259.000000 Penalty: 5698.143555
	Iteration 53Q: 3 clusters Score -8020259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -8020245.000000 Penalty: 5698.143555
	Iteration 54Q: 3 clusters Score -8020245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -8020246.000000 Penalty: 5698.143555
	Iteration 55Q: 3 clusters Score -8020246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 95006 members 
Entering Unmasked Estep 
Score: -8020253.000000 Penalty: 5698.143555
	Iteration 56Q: 3 clusters Score -8020253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -8020248.500000 Penalty: 5698.143555
	Iteration 57Q: 3 clusters Score -8020248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -8020253.000000 Penalty: 5698.143555
	Iteration 58Q: 3 clusters Score -8020253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -8020252.000000 Penalty: 5698.143555
	Iteration 59Q: 3 clusters Score -8020252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -8020260.500000 Penalty: 5698.143555
	Iteration 60F: 3 clusters Score -8020260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -8020247.500000 Penalty: 5698.143555
	Iteration 61Q: 3 clusters Score -8020248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -8020249.500000 Penalty: 5698.143555
	Iteration 62Q: 3 clusters Score -8020250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -8020266.500000 Penalty: 5698.143555
	Iteration 63Q: 3 clusters Score -8020266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -8020271.000000 Penalty: 5698.143555
	Iteration 64Q: 3 clusters Score -8020271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -8020269.500000 Penalty: 5698.143555
	Iteration 65Q: 3 clusters Score -8020270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -8020272.500000 Penalty: 5698.143555
	Iteration 66Q: 3 clusters Score -8020272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -8020270.000000 Penalty: 5698.143555
	Iteration 67Q: 3 clusters Score -8020270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -8020270.000000 Penalty: 5698.143555
	Iteration 68Q: 3 clusters Score -8020270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -8020275.000000 Penalty: 5698.143555
	Iteration 69Q: 3 clusters Score -8020275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -8020276.000000 Penalty: 5698.143555
	Iteration 70Q: 3 clusters Score -8020276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -8020272.500000 Penalty: 5698.143555
	Iteration 71Q: 3 clusters Score -8020272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -8020258.500000 Penalty: 5698.143555
	Iteration 72Q: 3 clusters Score -8020258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -8020266.500000 Penalty: 5698.143555
	Iteration 73Q: 3 clusters Score -8020266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -8020274.000000 Penalty: 5698.143555
	Iteration 74Q: 3 clusters Score -8020274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -8020277.000000 Penalty: 5698.143555
	Iteration 75Q: 3 clusters Score -8020277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 95244 members 
Entering Unmasked Estep 
Score: -8020278.500000 Penalty: 5698.143555
	Iteration 76Q: 3 clusters Score -8020278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -8020276.500000 Penalty: 5698.143555
	Iteration 77Q: 3 clusters Score -8020276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 95249 members 
Entering Unmasked Estep 
Score: -8020283.000000 Penalty: 5698.143555
	Iteration 78Q: 3 clusters Score -8020283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -8020273.000000 Penalty: 5698.143555
	Iteration 79Q: 3 clusters Score -8020273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -8020284.000000 Penalty: 5698.143555
	Iteration 80F: 3 clusters Score -8020284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -8020284.500000 Penalty: 5698.143555
	Iteration 81Q: 3 clusters Score -8020284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -8020284.500000 Penalty: 5698.143555
	Iteration 82F: 3 clusters Score -8020284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (846463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846463 members 
Entering Unmasked Estep 
Score: -68339488.000000 Penalty: 3384.907715
	Iteration 0F: 2 clusters Score -6.833949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422998 members 
Mstep: Class 2 contains 423465 members 
Entering Unmasked Estep 
Score: -67773976.000000 Penalty: 6769.815430
	Iteration 0F: 3 clusters Score -6.777398e+07 nChanged 414920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427054 members 
Mstep: Class 2 contains 419409 members 
Entering Unmasked Estep 
Score: -68025000.000000 Penalty: 6769.815430
	Iteration 1F: 3 clusters Score -6.8025e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429041 members 
Mstep: Class 2 contains 417422 members 
Entering Unmasked Estep 
Score: -68027456.000000 Penalty: 6769.815430
	Iteration 2Q: 3 clusters Score -6.802746e+07 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432128 members 
Mstep: Class 2 contains 414335 members 
Entering Unmasked Estep 
Score: -68030904.000000 Penalty: 6769.815430
	Iteration 3Q: 3 clusters Score -6.80309e+07 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436712 members 
Mstep: Class 2 contains 409751 members 
Entering Unmasked Estep 
Score: -68035640.000000 Penalty: 6769.815430
	Iteration 4Q: 3 clusters Score -6.803564e+07 nChanged 25123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443497 members 
Mstep: Class 2 contains 402966 members 
Entering Unmasked Estep 
Score: -68041760.000000 Penalty: 6769.815430
	Iteration 5Q: 3 clusters Score -6.804176e+07 nChanged 29272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453237 members 
Mstep: Class 2 contains 393226 members 
Entering Unmasked Estep 
Score: -68050176.000000 Penalty: 6769.815430
	Iteration 6Q: 3 clusters Score -6.805018e+07 nChanged 33845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467562 members 
Mstep: Class 2 contains 378901 members 
Entering Unmasked Estep 
Score: -68060472.000000 Penalty: 6769.815430
	Iteration 7Q: 3 clusters Score -6.806047e+07 nChanged 38074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487504 members 
Mstep: Class 2 contains 358959 members 
Entering Unmasked Estep 
Score: -68074248.000000 Penalty: 6769.815430
	Iteration 8Q: 3 clusters Score -6.807425e+07 nChanged 41850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514262 members 
Mstep: Class 2 contains 332201 members 
Entering Unmasked Estep 
Score: -68090616.000000 Penalty: 6769.815430
	Iteration 9Q: 3 clusters Score -6.809062e+07 nChanged 45547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549579 members 
Mstep: Class 2 contains 296884 members 
Entering Unmasked Estep 
Score: -68110240.000000 Penalty: 6769.815430
	Iteration 10F: 3 clusters Score -6.811024e+07 nChanged 49361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594150 members 
Mstep: Class 2 contains 252313 members 
Entering Unmasked Estep 
Score: -68135976.000000 Penalty: 6769.815430
	Iteration 11F: 3 clusters Score -6.813598e+07 nChanged 53619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646571 members 
Mstep: Class 2 contains 199892 members 
Entering Unmasked Estep 
Score: -68169992.000000 Penalty: 6769.815430
	Iteration 12F: 3 clusters Score -6.816999e+07 nChanged 56117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702550 members 
Mstep: Class 2 contains 143913 members 
Entering Unmasked Estep 
Score: -68210888.000000 Penalty: 6769.815430
	Iteration 13F: 3 clusters Score -6.821089e+07 nChanged 53106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755654 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -68255496.000000 Penalty: 6769.815430
	Iteration 14F: 3 clusters Score -6.82555e+07 nChanged 42192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797846 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -68292384.000000 Penalty: 6769.815430
	Iteration 15Q: 3 clusters Score -6.829238e+07 nChanged 26881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824727 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -68317120.000000 Penalty: 6769.815430
	Iteration 16Q: 3 clusters Score -6.831712e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838068 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -68328832.000000 Penalty: 6769.815430
	Iteration 17Q: 3 clusters Score -6.832883e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843558 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -68333688.000000 Penalty: 6769.815430
	Iteration 18Q: 3 clusters Score -6.833369e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845381 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -68335320.000000 Penalty: 6769.815430
	Iteration 19Q: 3 clusters Score -6.833532e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845875 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68335920.000000 Penalty: 6769.815430
	Iteration 20F: 3 clusters Score -6.833592e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846048 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68336144.000000 Penalty: 6769.815430
	Iteration 21Q: 3 clusters Score -6.833614e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846113 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68336264.000000 Penalty: 6769.815430
	Iteration 22Q: 3 clusters Score -6.833626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846134 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68336288.000000 Penalty: 6769.815430
	Iteration 23Q: 3 clusters Score -6.833629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846149 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68336320.000000 Penalty: 6769.815430
	Iteration 24Q: 3 clusters Score -6.833632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846158 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68336336.000000 Penalty: 6769.815430
	Iteration 25Q: 3 clusters Score -6.833634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846167 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68336376.000000 Penalty: 6769.815430
	Iteration 26Q: 3 clusters Score -6.833638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846171 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68336392.000000 Penalty: 6769.815430
	Iteration 27Q: 3 clusters Score -6.833639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846169 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68336360.000000 Penalty: 6769.815430
	Iteration 28Q: 3 clusters Score -6.833636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846170 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68336368.000000 Penalty: 6769.815430
	Iteration 29Q: 3 clusters Score -6.833637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846169 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68336360.000000 Penalty: 6769.815430
	Iteration 30Q: 3 clusters Score -6.833636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846169 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68336360.000000 Penalty: 6769.815430
	Iteration 31F: 3 clusters Score -6.833636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Entering Unmasked Estep 
Score: -1007816.875000 Penalty: 2351.868408
	Iteration 0F: 2 clusters Score -1007817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -998192.187500 Penalty: 4703.736816
	Iteration 0F: 3 clusters Score -998192.2 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1001214.375000 Penalty: 4703.736816
	Iteration 1F: 3 clusters Score -1001214 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1001677.750000 Penalty: 4703.736816
	Iteration 2F: 3 clusters Score -1001678 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1002111.125000 Penalty: 4703.736816
	Iteration 3F: 3 clusters Score -1002111 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1002528.687500 Penalty: 4703.736816
	Iteration 4F: 3 clusters Score -1002529 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1002934.250000 Penalty: 4703.736816
	Iteration 5F: 3 clusters Score -1002934 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1003342.437500 Penalty: 4703.736816
	Iteration 6F: 3 clusters Score -1003342 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1003794.750000 Penalty: 4703.736816
	Iteration 7F: 3 clusters Score -1003795 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1004274.562500 Penalty: 4703.736816
	Iteration 8F: 3 clusters Score -1004275 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1004788.562500 Penalty: 4703.736816
	Iteration 9Q: 3 clusters Score -1004789 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1005208.312500 Penalty: 4703.736816
	Iteration 10Q: 3 clusters Score -1005208 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1005524.625000 Penalty: 4703.736816
	Iteration 11Q: 3 clusters Score -1005525 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1005708.000000 Penalty: 4703.736816
	Iteration 12Q: 3 clusters Score -1005708 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1005818.437500 Penalty: 4703.736816
	Iteration 13Q: 3 clusters Score -1005818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1005870.125000 Penalty: 4703.736816
	Iteration 14Q: 3 clusters Score -1005870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1005905.500000 Penalty: 4703.736816
	Iteration 15Q: 3 clusters Score -1005906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1005930.062500 Penalty: 4703.736816
	Iteration 16Q: 3 clusters Score -1005930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1005943.250000 Penalty: 4703.736816
	Iteration 17Q: 3 clusters Score -1005943 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1005956.000000 Penalty: 4703.736816
	Iteration 18Q: 3 clusters Score -1005956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1005960.687500 Penalty: 4703.736816
	Iteration 19Q: 3 clusters Score -1005961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1005965.125000 Penalty: 4703.736816
	Iteration 20F: 3 clusters Score -1005965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1005969.062500 Penalty: 4703.736816
	Iteration 21Q: 3 clusters Score -1005969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1005974.562500 Penalty: 4703.736816
	Iteration 22Q: 3 clusters Score -1005975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1005977.312500 Penalty: 4703.736816
	Iteration 23Q: 3 clusters Score -1005977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1005979.125000 Penalty: 4703.736816
	Iteration 24Q: 3 clusters Score -1005979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1005982.437500 Penalty: 4703.736816
	Iteration 25Q: 3 clusters Score -1005982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1005984.687500 Penalty: 4703.736816
	Iteration 26Q: 3 clusters Score -1005985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1005988.687500 Penalty: 4703.736816
	Iteration 27Q: 3 clusters Score -1005989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1005991.875000 Penalty: 4703.736816
	Iteration 28Q: 3 clusters Score -1005992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1005999.562500 Penalty: 4703.736816
	Iteration 29Q: 3 clusters Score -1006000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1006006.562500 Penalty: 4703.736816
	Iteration 30Q: 3 clusters Score -1006007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1006011.875000 Penalty: 4703.736816
	Iteration 31Q: 3 clusters Score -1006012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1006015.062500 Penalty: 4703.736816
	Iteration 32Q: 3 clusters Score -1006015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1006018.562500 Penalty: 4703.736816
	Iteration 33Q: 3 clusters Score -1006019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1006025.687500 Penalty: 4703.736816
	Iteration 34Q: 3 clusters Score -1006026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1006028.375000 Penalty: 4703.736816
	Iteration 35Q: 3 clusters Score -1006028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1006030.625000 Penalty: 4703.736816
	Iteration 36Q: 3 clusters Score -1006031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1006032.375000 Penalty: 4703.736816
	Iteration 37Q: 3 clusters Score -1006032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1006035.937500 Penalty: 4703.736816
	Iteration 38Q: 3 clusters Score -1006036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1006041.687500 Penalty: 4703.736816
	Iteration 39Q: 3 clusters Score -1006042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1006037.500000 Penalty: 4703.736816
	Iteration 40F: 3 clusters Score -1006038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1006042.187500 Penalty: 4703.736816
	Iteration 41Q: 3 clusters Score -1006042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1006042.625000 Penalty: 4703.736816
	Iteration 42Q: 3 clusters Score -1006043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1006042.625000 Penalty: 4703.736816
	Iteration 43Q: 3 clusters Score -1006043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1006050.125000 Penalty: 4703.736816
	Iteration 44Q: 3 clusters Score -1006050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1006046.375000 Penalty: 4703.736816
	Iteration 45Q: 3 clusters Score -1006046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1006049.625000 Penalty: 4703.736816
	Iteration 46Q: 3 clusters Score -1006050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1006049.250000 Penalty: 4703.736816
	Iteration 47Q: 3 clusters Score -1006049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1006048.562500 Penalty: 4703.736816
	Iteration 48Q: 3 clusters Score -1006049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1006048.250000 Penalty: 4703.736816
	Iteration 49Q: 3 clusters Score -1006048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1006048.250000 Penalty: 4703.736816
	Iteration 50Q: 3 clusters Score -1006048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1006048.250000 Penalty: 4703.736816
	Iteration 51F: 3 clusters Score -1006048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Entering Unmasked Estep 
Score: -1302662.375000 Penalty: 2399.170410
	Iteration 0F: 2 clusters Score -1302662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1291266.375000 Penalty: 4798.340820
	Iteration 0F: 3 clusters Score -1291266 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1294992.250000 Penalty: 4798.340820
	Iteration 1F: 3 clusters Score -1294992 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1295457.750000 Penalty: 4798.340820
	Iteration 2F: 3 clusters Score -1295458 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1295964.250000 Penalty: 4798.340820
	Iteration 3F: 3 clusters Score -1295964 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1296544.875000 Penalty: 4798.340820
	Iteration 4F: 3 clusters Score -1296545 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1297232.875000 Penalty: 4798.340820
	Iteration 5F: 3 clusters Score -1297233 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1297981.625000 Penalty: 4798.340820
	Iteration 6F: 3 clusters Score -1297982 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1298652.375000 Penalty: 4798.340820
	Iteration 7F: 3 clusters Score -1298652 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1299234.500000 Penalty: 4798.340820
	Iteration 8Q: 3 clusters Score -1299234 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1299663.500000 Penalty: 4798.340820
	Iteration 9Q: 3 clusters Score -1299664 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1299950.875000 Penalty: 4798.340820
	Iteration 10Q: 3 clusters Score -1299951 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1300144.250000 Penalty: 4798.340820
	Iteration 11Q: 3 clusters Score -1300144 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1300265.125000 Penalty: 4798.340820
	Iteration 12Q: 3 clusters Score -1300265 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1300355.875000 Penalty: 4798.340820
	Iteration 13Q: 3 clusters Score -1300356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1300409.875000 Penalty: 4798.340820
	Iteration 14Q: 3 clusters Score -1300410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1300459.625000 Penalty: 4798.340820
	Iteration 15Q: 3 clusters Score -1300460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1300507.375000 Penalty: 4798.340820
	Iteration 16Q: 3 clusters Score -1300507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1300540.750000 Penalty: 4798.340820
	Iteration 17Q: 3 clusters Score -1300541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1300560.875000 Penalty: 4798.340820
	Iteration 18Q: 3 clusters Score -1300561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1300570.125000 Penalty: 4798.340820
	Iteration 19Q: 3 clusters Score -1300570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1300581.375000 Penalty: 4798.340820
	Iteration 20F: 3 clusters Score -1300581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1300587.625000 Penalty: 4798.340820
	Iteration 21Q: 3 clusters Score -1300588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1300591.375000 Penalty: 4798.340820
	Iteration 22Q: 3 clusters Score -1300591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1300596.500000 Penalty: 4798.340820
	Iteration 23Q: 3 clusters Score -1300596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1300600.000000 Penalty: 4798.340820
	Iteration 24Q: 3 clusters Score -1300600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1300600.375000 Penalty: 4798.340820
	Iteration 25Q: 3 clusters Score -1300600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1300598.750000 Penalty: 4798.340820
	Iteration 26Q: 3 clusters Score -1300599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1300603.125000 Penalty: 4798.340820
	Iteration 27Q: 3 clusters Score -1300603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1300604.875000 Penalty: 4798.340820
	Iteration 28Q: 3 clusters Score -1300605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1300609.625000 Penalty: 4798.340820
	Iteration 29Q: 3 clusters Score -1300610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1300608.875000 Penalty: 4798.340820
	Iteration 30Q: 3 clusters Score -1300609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1300608.875000 Penalty: 4798.340820
	Iteration 31F: 3 clusters Score -1300609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -247181.906250 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -247181.9 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 1719 members 
Entering Unmasked Estep 
Score: -243760.500000 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -243760.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -244447.140625 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -244447.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -244633.109375 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -244633.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -244765.687500 Penalty: 4013.143311
	Iteration 3F: 3 clusters Score -244765.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -244866.609375 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -244866.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -244981.406250 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -244981.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -245102.375000 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -245102.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -245260.156250 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -245260.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -245520.562500 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -245520.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -245837.859375 Penalty: 4013.143311
	Iteration 9F: 3 clusters Score -245837.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -246059.640625 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -246059.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -246176.812500 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -246176.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -246271.500000 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -246271.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -246362.578125 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -246362.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -246442.890625 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -246442.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -246529.125000 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -246529.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -246651.687500 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -246651.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -246814.687500 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -246814.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -246961.187500 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -246961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -246982.765625 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -246982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -246987.171875 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -246987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -246989.796875 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -246989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -246990.531250 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -246990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -246990.531250 Penalty: 4013.143311
	Iteration 23F: 3 clusters Score -246990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -269010.968750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -269011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -265455.406250 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -265455.4 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -266242.218750 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -266242.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -266482.718750 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -266482.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -266654.031250 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -266654 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -266797.656250 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -266797.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -266948.000000 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -266948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -267040.281250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -267040.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -267126.500000 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -267126.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -267200.500000 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -267200.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -267253.000000 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -267253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -267300.812500 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -267300.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -267341.531250 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -267341.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -267385.218750 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -267385.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -267419.281250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -267419.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -267445.750000 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -267445.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -267469.687500 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -267469.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -267487.687500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -267487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -267500.218750 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -267500.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -267510.031250 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -267510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -267518.125000 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -267518.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -267526.062500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -267526.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -267534.750000 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -267534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -267543.781250 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -267543.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -267555.312500 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -267555.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -267562.968750 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -267563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -267568.843750 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -267568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -267572.750000 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -267572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -267574.718750 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -267574.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -267577.781250 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -267577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -267579.718750 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -267579.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -267583.750000 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -267583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -267587.343750 Penalty: 4042.202637
	Iteration 31Q: 3 clusters Score -267587.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -267589.593750 Penalty: 4042.202637
	Iteration 32Q: 3 clusters Score -267589.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -267595.593750 Penalty: 4042.202637
	Iteration 33Q: 3 clusters Score -267595.6 nChanged 10
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: -267600.562500 Penalty: 4042.202637
	Iteration 34Q: 3 clusters Score -267600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -267604.656250 Penalty: 4042.202637
	Iteration 35Q: 3 clusters Score -267604.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -267606.812500 Penalty: 4042.202637
	Iteration 36Q: 3 clusters Score -267606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -267609.968750 Penalty: 4042.202637
	Iteration 37Q: 3 clusters Score -267610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -267613.406250 Penalty: 4042.202637
	Iteration 38Q: 3 clusters Score -267613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -267616.375000 Penalty: 4042.202637
	Iteration 39Q: 3 clusters Score -267616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -267618.812500 Penalty: 4042.202637
	Iteration 40F: 3 clusters Score -267618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -267620.343750 Penalty: 4042.202637
	Iteration 41Q: 3 clusters Score -267620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -267620.406250 Penalty: 4042.202637
	Iteration 42Q: 3 clusters Score -267620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -267621.656250 Penalty: 4042.202637
	Iteration 43Q: 3 clusters Score -267621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -267623.187500 Penalty: 4042.202637
	Iteration 44Q: 3 clusters Score -267623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -267624.125000 Penalty: 4042.202637
	Iteration 45Q: 3 clusters Score -267624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -267625.406250 Penalty: 4042.202637
	Iteration 46Q: 3 clusters Score -267625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -267625.375000 Penalty: 4042.202637
	Iteration 47Q: 3 clusters Score -267625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -267625.906250 Penalty: 4042.202637
	Iteration 48Q: 3 clusters Score -267625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -267627.312500 Penalty: 4042.202637
	Iteration 49Q: 3 clusters Score -267627.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -267627.093750 Penalty: 4042.202637
	Iteration 50Q: 3 clusters Score -267627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -267628.125000 Penalty: 4042.202637
	Iteration 51Q: 3 clusters Score -267628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -267628.000000 Penalty: 4042.202637
	Iteration 52Q: 3 clusters Score -267628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -267628.375000 Penalty: 4042.202637
	Iteration 53Q: 3 clusters Score -267628.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -267628.375000 Penalty: 4042.202637
	Iteration 54F: 3 clusters Score -267628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Entering Unmasked Estep 
Score: -2699867.750000 Penalty: 2589.897217
	Iteration 0F: 2 clusters Score -2699868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2676516.250000 Penalty: 5179.794434
	Iteration 0F: 3 clusters Score -2676516 nChanged 15594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2685051.000000 Penalty: 5179.794434
	Iteration 1F: 3 clusters Score -2685051 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2685543.750000 Penalty: 5179.794434
	Iteration 2Q: 3 clusters Score -2685544 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2685980.750000 Penalty: 5179.794434
	Iteration 3Q: 3 clusters Score -2685981 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2686425.000000 Penalty: 5179.794434
	Iteration 4Q: 3 clusters Score -2686425 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2686917.750000 Penalty: 5179.794434
	Iteration 5Q: 3 clusters Score -2686918 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2687522.750000 Penalty: 5179.794434
	Iteration 6Q: 3 clusters Score -2687523 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2688339.250000 Penalty: 5179.794434
	Iteration 7Q: 3 clusters Score -2688339 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2689445.500000 Penalty: 5179.794434
	Iteration 8F: 3 clusters Score -2689446 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2690808.500000 Penalty: 5179.794434
	Iteration 9F: 3 clusters Score -2690808 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2692129.000000 Penalty: 5179.794434
	Iteration 10F: 3 clusters Score -2692129 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2693338.750000 Penalty: 5179.794434
	Iteration 11Q: 3 clusters Score -2693339 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2694302.500000 Penalty: 5179.794434
	Iteration 12Q: 3 clusters Score -2694302 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2695189.000000 Penalty: 5179.794434
	Iteration 13Q: 3 clusters Score -2695189 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -2695955.500000 Penalty: 5179.794434
	Iteration 14Q: 3 clusters Score -2695956 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -2696514.750000 Penalty: 5179.794434
	Iteration 15Q: 3 clusters Score -2696515 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -2696858.500000 Penalty: 5179.794434
	Iteration 16Q: 3 clusters Score -2696858 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -2697062.000000 Penalty: 5179.794434
	Iteration 17Q: 3 clusters Score -2697062 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -2697218.500000 Penalty: 5179.794434
	Iteration 18Q: 3 clusters Score -2697218 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -2697309.250000 Penalty: 5179.794434
	Iteration 19Q: 3 clusters Score -2697309 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -2697385.000000 Penalty: 5179.794434
	Iteration 20F: 3 clusters Score -2697385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -2697435.000000 Penalty: 5179.794434
	Iteration 21Q: 3 clusters Score -2697435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -2697475.500000 Penalty: 5179.794434
	Iteration 22Q: 3 clusters Score -2697476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2697488.500000 Penalty: 5179.794434
	Iteration 23Q: 3 clusters Score -2697488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -2697507.750000 Penalty: 5179.794434
	Iteration 24Q: 3 clusters Score -2697508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -2697529.000000 Penalty: 5179.794434
	Iteration 25Q: 3 clusters Score -2697529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -2697540.250000 Penalty: 5179.794434
	Iteration 26Q: 3 clusters Score -2697540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -2697547.500000 Penalty: 5179.794434
	Iteration 27Q: 3 clusters Score -2697548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -2697554.000000 Penalty: 5179.794434
	Iteration 28Q: 3 clusters Score -2697554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -2697566.750000 Penalty: 5179.794434
	Iteration 29Q: 3 clusters Score -2697567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -2697577.000000 Penalty: 5179.794434
	Iteration 30Q: 3 clusters Score -2697577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -2697577.500000 Penalty: 5179.794434
	Iteration 31Q: 3 clusters Score -2697578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -2697590.750000 Penalty: 5179.794434
	Iteration 32Q: 3 clusters Score -2697591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -2697589.500000 Penalty: 5179.794434
	Iteration 33Q: 3 clusters Score -2697590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -2697593.750000 Penalty: 5179.794434
	Iteration 34Q: 3 clusters Score -2697594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -2697592.250000 Penalty: 5179.794434
	Iteration 35Q: 3 clusters Score -2697592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -2697592.250000 Penalty: 5179.794434
	Iteration 36Q: 3 clusters Score -2697592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -2697598.500000 Penalty: 5179.794434
	Iteration 37Q: 3 clusters Score -2697598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -2697597.500000 Penalty: 5179.794434
	Iteration 38Q: 3 clusters Score -2697598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -2697601.250000 Penalty: 5179.794434
	Iteration 39Q: 3 clusters Score -2697601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -2697601.250000 Penalty: 5179.794434
	Iteration 40F: 3 clusters Score -2697601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -2697603.000000 Penalty: 5179.794434
	Iteration 41Q: 3 clusters Score -2697603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -2697600.750000 Penalty: 5179.794434
	Iteration 42Q: 3 clusters Score -2697601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -2697598.750000 Penalty: 5179.794434
	Iteration 43Q: 3 clusters Score -2697599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2697598.500000 Penalty: 5179.794434
	Iteration 44Q: 3 clusters Score -2697598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -2697592.500000 Penalty: 5179.794434
	Iteration 45Q: 3 clusters Score -2697592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -2697601.500000 Penalty: 5179.794434
	Iteration 46Q: 3 clusters Score -2697602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -2697605.500000 Penalty: 5179.794434
	Iteration 47Q: 3 clusters Score -2697606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -2697612.000000 Penalty: 5179.794434
	Iteration 48Q: 3 clusters Score -2697612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2697606.000000 Penalty: 5179.794434
	Iteration 49Q: 3 clusters Score -2697606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -2697606.250000 Penalty: 5179.794434
	Iteration 50Q: 3 clusters Score -2697606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -2697605.750000 Penalty: 5179.794434
	Iteration 51Q: 3 clusters Score -2697606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -2697602.000000 Penalty: 5179.794434
	Iteration 52Q: 3 clusters Score -2697602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -2697601.250000 Penalty: 5179.794434
	Iteration 53Q: 3 clusters Score -2697601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -2697601.250000 Penalty: 5179.794434
	Iteration 54F: 3 clusters Score -2697601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -671085.000000 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -671085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -664353.687500 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -664353.7 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -666094.812500 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -666094.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -666355.375000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -666355.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -666528.125000 Penalty: 4493.693359
	Iteration 3Q: 3 clusters Score -666528.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -666674.000000 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -666674 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -666803.125000 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -666803.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -666913.000000 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -666913 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -667001.437500 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -667001.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -667079.000000 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -667079 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -667138.437500 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -667138.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -667196.500000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -667196.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -667243.687500 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -667243.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -667282.687500 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -667282.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -667319.312500 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -667319.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -667352.437500 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -667352.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -667390.312500 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -667390.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -667422.437500 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -667422.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -667460.375000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -667460.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -667486.500000 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -667486.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -667516.437500 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -667516.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -667550.000000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -667550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -667581.625000 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -667581.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -667621.312500 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -667621.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -667655.500000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -667655.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -667692.562500 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -667692.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -667733.875000 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -667733.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -667776.437500 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -667776.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -667813.000000 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -667813 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -667849.437500 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -667849.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -667889.250000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -667889.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -667928.312500 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -667928.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -667968.062500 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -667968.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -668012.937500 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -668012.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -668064.812500 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -668064.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -668118.937500 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -668118.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -668176.375000 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -668176.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -668237.000000 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -668237 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -668314.625000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -668314.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -668393.437500 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -668393.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -668478.937500 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -668478.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -668569.062500 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -668569.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -668658.625000 Penalty: 4493.693359
	Iteration 41Q: 3 clusters Score -668658.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -668747.875000 Penalty: 4493.693359
	Iteration 42Q: 3 clusters Score -668747.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -668810.812500 Penalty: 4493.693359
	Iteration 43Q: 3 clusters Score -668810.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -668869.562500 Penalty: 4493.693359
	Iteration 44Q: 3 clusters Score -668869.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -668906.500000 Penalty: 4493.693359
	Iteration 45Q: 3 clusters Score -668906.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -668943.125000 Penalty: 4493.693359
	Iteration 46Q: 3 clusters Score -668943.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -668984.937500 Penalty: 4493.693359
	Iteration 47Q: 3 clusters Score -668984.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -669010.125000 Penalty: 4493.693359
	Iteration 48Q: 3 clusters Score -669010.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -669030.312500 Penalty: 4493.693359
	Iteration 49Q: 3 clusters Score -669030.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -669053.125000 Penalty: 4493.693359
	Iteration 50Q: 3 clusters Score -669053.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -669064.000000 Penalty: 4493.693359
	Iteration 51Q: 3 clusters Score -669064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -669071.375000 Penalty: 4493.693359
	Iteration 52Q: 3 clusters Score -669071.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -669082.375000 Penalty: 4493.693359
	Iteration 53Q: 3 clusters Score -669082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -669089.625000 Penalty: 4493.693359
	Iteration 54Q: 3 clusters Score -669089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -669098.687500 Penalty: 4493.693359
	Iteration 55Q: 3 clusters Score -669098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -669102.375000 Penalty: 4493.693359
	Iteration 56Q: 3 clusters Score -669102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -669105.812500 Penalty: 4493.693359
	Iteration 57Q: 3 clusters Score -669105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -669108.625000 Penalty: 4493.693359
	Iteration 58Q: 3 clusters Score -669108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -669110.000000 Penalty: 4493.693359
	Iteration 59Q: 3 clusters Score -669110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -669112.875000 Penalty: 4493.693359
	Iteration 60F: 3 clusters Score -669112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -669116.312500 Penalty: 4493.693359
	Iteration 61Q: 3 clusters Score -669116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -669117.312500 Penalty: 4493.693359
	Iteration 62Q: 3 clusters Score -669117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -669117.312500 Penalty: 4493.693359
	Iteration 63F: 3 clusters Score -669117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Entering Unmasked Estep 
Score: -1639970.625000 Penalty: 2466.708008
	Iteration 0F: 2 clusters Score -1639971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1625371.375000 Penalty: 4933.416016
	Iteration 0F: 3 clusters Score -1625371 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1630782.375000 Penalty: 4933.416016
	Iteration 1F: 3 clusters Score -1630782 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1631831.375000 Penalty: 4933.416016
	Iteration 2F: 3 clusters Score -1631831 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1632848.250000 Penalty: 4933.416016
	Iteration 3F: 3 clusters Score -1632848 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1633904.375000 Penalty: 4933.416016
	Iteration 4F: 3 clusters Score -1633904 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1634917.125000 Penalty: 4933.416016
	Iteration 5F: 3 clusters Score -1634917 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1635807.250000 Penalty: 4933.416016
	Iteration 6F: 3 clusters Score -1635807 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1636590.125000 Penalty: 4933.416016
	Iteration 7Q: 3 clusters Score -1636590 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1637237.500000 Penalty: 4933.416016
	Iteration 8Q: 3 clusters Score -1637238 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1637738.875000 Penalty: 4933.416016
	Iteration 9Q: 3 clusters Score -1637739 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1638117.250000 Penalty: 4933.416016
	Iteration 10Q: 3 clusters Score -1638117 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1638365.875000 Penalty: 4933.416016
	Iteration 11Q: 3 clusters Score -1638366 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1638522.250000 Penalty: 4933.416016
	Iteration 12Q: 3 clusters Score -1638522 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1638615.750000 Penalty: 4933.416016
	Iteration 13Q: 3 clusters Score -1638616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1638670.375000 Penalty: 4933.416016
	Iteration 14Q: 3 clusters Score -1638670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1638700.250000 Penalty: 4933.416016
	Iteration 15Q: 3 clusters Score -1638700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1638719.625000 Penalty: 4933.416016
	Iteration 16Q: 3 clusters Score -1638720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1638736.250000 Penalty: 4933.416016
	Iteration 17Q: 3 clusters Score -1638736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1638744.500000 Penalty: 4933.416016
	Iteration 18Q: 3 clusters Score -1638744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1638749.625000 Penalty: 4933.416016
	Iteration 19Q: 3 clusters Score -1638750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1638755.375000 Penalty: 4933.416016
	Iteration 20F: 3 clusters Score -1638755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1638758.125000 Penalty: 4933.416016
	Iteration 21Q: 3 clusters Score -1638758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1638761.250000 Penalty: 4933.416016
	Iteration 22Q: 3 clusters Score -1638761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1638766.625000 Penalty: 4933.416016
	Iteration 23Q: 3 clusters Score -1638767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1638770.375000 Penalty: 4933.416016
	Iteration 24Q: 3 clusters Score -1638770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1638774.250000 Penalty: 4933.416016
	Iteration 25Q: 3 clusters Score -1638774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1638778.625000 Penalty: 4933.416016
	Iteration 26Q: 3 clusters Score -1638779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1638779.125000 Penalty: 4933.416016
	Iteration 27Q: 3 clusters Score -1638779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1638778.250000 Penalty: 4933.416016
	Iteration 28Q: 3 clusters Score -1638778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1638778.250000 Penalty: 4933.416016
	Iteration 29F: 3 clusters Score -1638778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -378599.156250 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -378599.2 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 2395 members 
Entering Unmasked Estep 
Score: -374131.218750 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -374131.2 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -375210.906250 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -375210.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -375438.468750 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -375438.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -375584.593750 Penalty: 4214.405762
	Iteration 3F: 3 clusters Score -375584.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -375718.375000 Penalty: 4214.405762
	Iteration 4Q: 3 clusters Score -375718.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -375889.281250 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -375889.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -376058.156250 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -376058.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -376257.781250 Penalty: 4214.405762
	Iteration 7F: 3 clusters Score -376257.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -376464.500000 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -376464.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -376648.218750 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -376648.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -376802.031250 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -376802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -376925.468750 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -376925.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -377034.656250 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -377034.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -377095.531250 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -377095.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -377128.281250 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -377128.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -377146.437500 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -377146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -377154.656250 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -377154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -377158.500000 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -377158.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -377163.750000 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -377163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -377166.218750 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -377166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -377167.062500 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -377167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -377169.156250 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -377169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -377168.968750 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -377169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -377168.968750 Penalty: 4214.405762
	Iteration 23F: 3 clusters Score -377169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Entering Unmasked Estep 
Score: -2992281.750000 Penalty: 2602.764160
	Iteration 0F: 2 clusters Score -2992282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2967671.000000 Penalty: 5205.528320
	Iteration 0F: 3 clusters Score -2967671 nChanged 16378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2976779.250000 Penalty: 5205.528320
	Iteration 1F: 3 clusters Score -2976779 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2977256.250000 Penalty: 5205.528320
	Iteration 2Q: 3 clusters Score -2977256 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2977652.000000 Penalty: 5205.528320
	Iteration 3Q: 3 clusters Score -2977652 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2978089.750000 Penalty: 5205.528320
	Iteration 4Q: 3 clusters Score -2978090 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2978681.250000 Penalty: 5205.528320
	Iteration 5Q: 3 clusters Score -2978681 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2979595.500000 Penalty: 5205.528320
	Iteration 6Q: 3 clusters Score -2979596 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2981078.250000 Penalty: 5205.528320
	Iteration 7F: 3 clusters Score -2981078 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2983047.750000 Penalty: 5205.528320
	Iteration 8F: 3 clusters Score -2983048 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2985190.500000 Penalty: 5205.528320
	Iteration 9F: 3 clusters Score -2985190 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2986975.500000 Penalty: 5205.528320
	Iteration 10F: 3 clusters Score -2986976 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2988252.750000 Penalty: 5205.528320
	Iteration 11Q: 3 clusters Score -2988253 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2989003.500000 Penalty: 5205.528320
	Iteration 12Q: 3 clusters Score -2989004 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2989431.500000 Penalty: 5205.528320
	Iteration 13Q: 3 clusters Score -2989432 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2989637.750000 Penalty: 5205.528320
	Iteration 14Q: 3 clusters Score -2989638 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2989768.500000 Penalty: 5205.528320
	Iteration 15Q: 3 clusters Score -2989768 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2989890.500000 Penalty: 5205.528320
	Iteration 16Q: 3 clusters Score -2989890 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2989968.000000 Penalty: 5205.528320
	Iteration 17Q: 3 clusters Score -2989968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2990031.500000 Penalty: 5205.528320
	Iteration 18Q: 3 clusters Score -2990032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2990089.000000 Penalty: 5205.528320
	Iteration 19Q: 3 clusters Score -2990089 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2990127.000000 Penalty: 5205.528320
	Iteration 20F: 3 clusters Score -2990127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2990162.000000 Penalty: 5205.528320
	Iteration 21Q: 3 clusters Score -2990162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2990188.500000 Penalty: 5205.528320
	Iteration 22Q: 3 clusters Score -2990188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2990204.750000 Penalty: 5205.528320
	Iteration 23Q: 3 clusters Score -2990205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2990221.250000 Penalty: 5205.528320
	Iteration 24Q: 3 clusters Score -2990221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2990244.250000 Penalty: 5205.528320
	Iteration 25Q: 3 clusters Score -2990244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2990250.000000 Penalty: 5205.528320
	Iteration 26Q: 3 clusters Score -2990250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2990259.500000 Penalty: 5205.528320
	Iteration 27Q: 3 clusters Score -2990260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2990263.500000 Penalty: 5205.528320
	Iteration 28Q: 3 clusters Score -2990264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2990268.750000 Penalty: 5205.528320
	Iteration 29Q: 3 clusters Score -2990269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2990274.500000 Penalty: 5205.528320
	Iteration 30Q: 3 clusters Score -2990274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2990272.250000 Penalty: 5205.528320
	Iteration 31Q: 3 clusters Score -2990272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2990269.000000 Penalty: 5205.528320
	Iteration 32Q: 3 clusters Score -2990269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2990269.000000 Penalty: 5205.528320
	Iteration 33Q: 3 clusters Score -2990269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2990277.500000 Penalty: 5205.528320
	Iteration 34Q: 3 clusters Score -2990278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2990272.750000 Penalty: 5205.528320
	Iteration 35Q: 3 clusters Score -2990273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2990280.750000 Penalty: 5205.528320
	Iteration 36Q: 3 clusters Score -2990281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2990284.750000 Penalty: 5205.528320
	Iteration 37Q: 3 clusters Score -2990285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2990288.000000 Penalty: 5205.528320
	Iteration 38Q: 3 clusters Score -2990288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2990288.750000 Penalty: 5205.528320
	Iteration 39Q: 3 clusters Score -2990289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2990299.000000 Penalty: 5205.528320
	Iteration 40F: 3 clusters Score -2990299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2990299.500000 Penalty: 5205.528320
	Iteration 41Q: 3 clusters Score -2990300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2990301.500000 Penalty: 5205.528320
	Iteration 42Q: 3 clusters Score -2990302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2990307.500000 Penalty: 5205.528320
	Iteration 43Q: 3 clusters Score -2990308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2990310.250000 Penalty: 5205.528320
	Iteration 44Q: 3 clusters Score -2990310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2990319.500000 Penalty: 5205.528320
	Iteration 45Q: 3 clusters Score -2990320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2990323.250000 Penalty: 5205.528320
	Iteration 46Q: 3 clusters Score -2990323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2990339.750000 Penalty: 5205.528320
	Iteration 47Q: 3 clusters Score -2990340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2990349.750000 Penalty: 5205.528320
	Iteration 48Q: 3 clusters Score -2990350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2990352.500000 Penalty: 5205.528320
	Iteration 49Q: 3 clusters Score -2990352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2990351.000000 Penalty: 5205.528320
	Iteration 50Q: 3 clusters Score -2990351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2990358.500000 Penalty: 5205.528320
	Iteration 51Q: 3 clusters Score -2990358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2990362.000000 Penalty: 5205.528320
	Iteration 52Q: 3 clusters Score -2990362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2990361.000000 Penalty: 5205.528320
	Iteration 53Q: 3 clusters Score -2990361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2990361.500000 Penalty: 5205.528320
	Iteration 54Q: 3 clusters Score -2990362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2990361.000000 Penalty: 5205.528320
	Iteration 55Q: 3 clusters Score -2990361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2990361.000000 Penalty: 5205.528320
	Iteration 56Q: 3 clusters Score -2990361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2990361.000000 Penalty: 5205.528320
	Iteration 57F: 3 clusters Score -2990361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Entering Unmasked Estep 
Score: -2386060.500000 Penalty: 2545.936035
	Iteration 0F: 2 clusters Score -2386060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2366416.500000 Penalty: 5091.872070
	Iteration 0F: 3 clusters Score -2366416 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2373431.500000 Penalty: 5091.872070
	Iteration 1F: 3 clusters Score -2373432 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2373859.250000 Penalty: 5091.872070
	Iteration 2Q: 3 clusters Score -2373859 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2374192.000000 Penalty: 5091.872070
	Iteration 3Q: 3 clusters Score -2374192 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2374510.500000 Penalty: 5091.872070
	Iteration 4Q: 3 clusters Score -2374510 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2374815.500000 Penalty: 5091.872070
	Iteration 5Q: 3 clusters Score -2374816 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2375219.500000 Penalty: 5091.872070
	Iteration 6Q: 3 clusters Score -2375220 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2375710.500000 Penalty: 5091.872070
	Iteration 7Q: 3 clusters Score -2375710 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2376370.500000 Penalty: 5091.872070
	Iteration 8Q: 3 clusters Score -2376370 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2377298.250000 Penalty: 5091.872070
	Iteration 9F: 3 clusters Score -2377298 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2378434.750000 Penalty: 5091.872070
	Iteration 10F: 3 clusters Score -2378435 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2379684.750000 Penalty: 5091.872070
	Iteration 11F: 3 clusters Score -2379685 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2380858.750000 Penalty: 5091.872070
	Iteration 12Q: 3 clusters Score -2380859 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2381822.750000 Penalty: 5091.872070
	Iteration 13Q: 3 clusters Score -2381823 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2382457.750000 Penalty: 5091.872070
	Iteration 14Q: 3 clusters Score -2382458 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2382828.250000 Penalty: 5091.872070
	Iteration 15Q: 3 clusters Score -2382828 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2383041.750000 Penalty: 5091.872070
	Iteration 16Q: 3 clusters Score -2383042 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2383209.500000 Penalty: 5091.872070
	Iteration 17Q: 3 clusters Score -2383210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2383312.000000 Penalty: 5091.872070
	Iteration 18Q: 3 clusters Score -2383312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2383382.750000 Penalty: 5091.872070
	Iteration 19Q: 3 clusters Score -2383383 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2383447.500000 Penalty: 5091.872070
	Iteration 20F: 3 clusters Score -2383448 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2383496.000000 Penalty: 5091.872070
	Iteration 21Q: 3 clusters Score -2383496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2383539.500000 Penalty: 5091.872070
	Iteration 22Q: 3 clusters Score -2383540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2383584.250000 Penalty: 5091.872070
	Iteration 23Q: 3 clusters Score -2383584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2383616.750000 Penalty: 5091.872070
	Iteration 24Q: 3 clusters Score -2383617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2383646.500000 Penalty: 5091.872070
	Iteration 25Q: 3 clusters Score -2383646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2383679.000000 Penalty: 5091.872070
	Iteration 26Q: 3 clusters Score -2383679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2383712.750000 Penalty: 5091.872070
	Iteration 27Q: 3 clusters Score -2383713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2383744.500000 Penalty: 5091.872070
	Iteration 28Q: 3 clusters Score -2383744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2383754.000000 Penalty: 5091.872070
	Iteration 29Q: 3 clusters Score -2383754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2383782.750000 Penalty: 5091.872070
	Iteration 30Q: 3 clusters Score -2383783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2383799.250000 Penalty: 5091.872070
	Iteration 31Q: 3 clusters Score -2383799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2383817.500000 Penalty: 5091.872070
	Iteration 32Q: 3 clusters Score -2383818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2383829.500000 Penalty: 5091.872070
	Iteration 33Q: 3 clusters Score -2383830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2383841.250000 Penalty: 5091.872070
	Iteration 34Q: 3 clusters Score -2383841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2383845.000000 Penalty: 5091.872070
	Iteration 35Q: 3 clusters Score -2383845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2383855.500000 Penalty: 5091.872070
	Iteration 36Q: 3 clusters Score -2383856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2383865.000000 Penalty: 5091.872070
	Iteration 37Q: 3 clusters Score -2383865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2383871.000000 Penalty: 5091.872070
	Iteration 38Q: 3 clusters Score -2383871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2383877.250000 Penalty: 5091.872070
	Iteration 39Q: 3 clusters Score -2383877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2383885.750000 Penalty: 5091.872070
	Iteration 40F: 3 clusters Score -2383886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2383886.250000 Penalty: 5091.872070
	Iteration 41Q: 3 clusters Score -2383886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2383891.250000 Penalty: 5091.872070
	Iteration 42Q: 3 clusters Score -2383891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2383897.500000 Penalty: 5091.872070
	Iteration 43Q: 3 clusters Score -2383898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2383902.000000 Penalty: 5091.872070
	Iteration 44Q: 3 clusters Score -2383902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2383908.000000 Penalty: 5091.872070
	Iteration 45Q: 3 clusters Score -2383908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2383908.250000 Penalty: 5091.872070
	Iteration 46Q: 3 clusters Score -2383908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2383910.500000 Penalty: 5091.872070
	Iteration 47Q: 3 clusters Score -2383910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2383916.500000 Penalty: 5091.872070
	Iteration 48Q: 3 clusters Score -2383916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2383923.250000 Penalty: 5091.872070
	Iteration 49Q: 3 clusters Score -2383923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2383929.000000 Penalty: 5091.872070
	Iteration 50Q: 3 clusters Score -2383929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2383933.750000 Penalty: 5091.872070
	Iteration 51Q: 3 clusters Score -2383934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2383933.250000 Penalty: 5091.872070
	Iteration 52Q: 3 clusters Score -2383933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2383932.250000 Penalty: 5091.872070
	Iteration 53Q: 3 clusters Score -2383932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2383935.000000 Penalty: 5091.872070
	Iteration 54Q: 3 clusters Score -2383935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2383934.500000 Penalty: 5091.872070
	Iteration 55Q: 3 clusters Score -2383934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2383934.500000 Penalty: 5091.872070
	Iteration 56Q: 3 clusters Score -2383934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2383933.750000 Penalty: 5091.872070
	Iteration 57Q: 3 clusters Score -2383934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2383933.750000 Penalty: 5091.872070
	Iteration 58F: 3 clusters Score -2383934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -1650249.375000 Penalty: 2463.828613
	Iteration 0F: 2 clusters Score -1650249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1635692.875000 Penalty: 4927.657227
	Iteration 0F: 3 clusters Score -1635693 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1640791.750000 Penalty: 4927.657227
	Iteration 1F: 3 clusters Score -1640792 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1641275.125000 Penalty: 4927.657227
	Iteration 2F: 3 clusters Score -1641275 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1641720.625000 Penalty: 4927.657227
	Iteration 3F: 3 clusters Score -1641721 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1642138.250000 Penalty: 4927.657227
	Iteration 4Q: 3 clusters Score -1642138 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1642624.625000 Penalty: 4927.657227
	Iteration 5Q: 3 clusters Score -1642625 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1643197.375000 Penalty: 4927.657227
	Iteration 6Q: 3 clusters Score -1643197 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1643880.500000 Penalty: 4927.657227
	Iteration 7F: 3 clusters Score -1643880 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1644702.625000 Penalty: 4927.657227
	Iteration 8F: 3 clusters Score -1644703 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1645756.375000 Penalty: 4927.657227
	Iteration 9F: 3 clusters Score -1645756 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1646807.625000 Penalty: 4927.657227
	Iteration 10F: 3 clusters Score -1646808 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1647543.500000 Penalty: 4927.657227
	Iteration 11Q: 3 clusters Score -1647544 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1647962.875000 Penalty: 4927.657227
	Iteration 12Q: 3 clusters Score -1647963 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1648206.500000 Penalty: 4927.657227
	Iteration 13Q: 3 clusters Score -1648206 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1648369.625000 Penalty: 4927.657227
	Iteration 14Q: 3 clusters Score -1648370 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1648487.625000 Penalty: 4927.657227
	Iteration 15Q: 3 clusters Score -1648488 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1648578.000000 Penalty: 4927.657227
	Iteration 16Q: 3 clusters Score -1648578 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1648678.000000 Penalty: 4927.657227
	Iteration 17Q: 3 clusters Score -1648678 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1648776.250000 Penalty: 4927.657227
	Iteration 18Q: 3 clusters Score -1648776 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1648882.875000 Penalty: 4927.657227
	Iteration 19Q: 3 clusters Score -1648883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1648998.125000 Penalty: 4927.657227
	Iteration 20F: 3 clusters Score -1648998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1649131.500000 Penalty: 4927.657227
	Iteration 21Q: 3 clusters Score -1649132 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1649273.125000 Penalty: 4927.657227
	Iteration 22Q: 3 clusters Score -1649273 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1649420.000000 Penalty: 4927.657227
	Iteration 23Q: 3 clusters Score -1649420 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1649576.625000 Penalty: 4927.657227
	Iteration 24Q: 3 clusters Score -1649577 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1649722.500000 Penalty: 4927.657227
	Iteration 25Q: 3 clusters Score -1649722 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1649844.125000 Penalty: 4927.657227
	Iteration 26Q: 3 clusters Score -1649844 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1649944.625000 Penalty: 4927.657227
	Iteration 27Q: 3 clusters Score -1649945 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1650006.625000 Penalty: 4927.657227
	Iteration 28Q: 3 clusters Score -1650007 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1650058.500000 Penalty: 4927.657227
	Iteration 29Q: 3 clusters Score -1650058 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1650093.000000 Penalty: 4927.657227
	Iteration 30Q: 3 clusters Score -1650093 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1650118.750000 Penalty: 4927.657227
	Iteration 31Q: 3 clusters Score -1650119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1650130.000000 Penalty: 4927.657227
	Iteration 32Q: 3 clusters Score -1650130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1650138.500000 Penalty: 4927.657227
	Iteration 33Q: 3 clusters Score -1650138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1650138.500000 Penalty: 4927.657227
	Iteration 34Q: 3 clusters Score -1650138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1650135.125000 Penalty: 4927.657227
	Iteration 35Q: 3 clusters Score -1650135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1650135.750000 Penalty: 4927.657227
	Iteration 36Q: 3 clusters Score -1650136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1650140.250000 Penalty: 4927.657227
	Iteration 37Q: 3 clusters Score -1650140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1650142.750000 Penalty: 4927.657227
	Iteration 38Q: 3 clusters Score -1650143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1650143.375000 Penalty: 4927.657227
	Iteration 39Q: 3 clusters Score -1650143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1650142.250000 Penalty: 4927.657227
	Iteration 40F: 3 clusters Score -1650142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1650143.000000 Penalty: 4927.657227
	Iteration 41Q: 3 clusters Score -1650143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1650143.375000 Penalty: 4927.657227
	Iteration 42Q: 3 clusters Score -1650143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1650143.000000 Penalty: 4927.657227
	Iteration 43Q: 3 clusters Score -1650143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1650143.000000 Penalty: 4927.657227
	Iteration 44F: 3 clusters Score -1650143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Entering Unmasked Estep 
Score: -1628218.125000 Penalty: 2451.850342
	Iteration 0F: 2 clusters Score -1628218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1614335.500000 Penalty: 4903.700684
	Iteration 0F: 3 clusters Score -1614336 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1618964.000000 Penalty: 4903.700684
	Iteration 1F: 3 clusters Score -1618964 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1619313.250000 Penalty: 4903.700684
	Iteration 2F: 3 clusters Score -1619313 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1619587.625000 Penalty: 4903.700684
	Iteration 3Q: 3 clusters Score -1619588 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1619779.625000 Penalty: 4903.700684
	Iteration 4Q: 3 clusters Score -1619780 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1620007.875000 Penalty: 4903.700684
	Iteration 5Q: 3 clusters Score -1620008 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1620250.375000 Penalty: 4903.700684
	Iteration 6Q: 3 clusters Score -1620250 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1620523.375000 Penalty: 4903.700684
	Iteration 7Q: 3 clusters Score -1620523 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1620874.875000 Penalty: 4903.700684
	Iteration 8Q: 3 clusters Score -1620875 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1621358.375000 Penalty: 4903.700684
	Iteration 9Q: 3 clusters Score -1621358 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1622001.375000 Penalty: 4903.700684
	Iteration 10F: 3 clusters Score -1622001 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1622833.625000 Penalty: 4903.700684
	Iteration 11F: 3 clusters Score -1622834 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1623702.250000 Penalty: 4903.700684
	Iteration 12F: 3 clusters Score -1623702 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1624437.500000 Penalty: 4903.700684
	Iteration 13Q: 3 clusters Score -1624438 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1624839.125000 Penalty: 4903.700684
	Iteration 14Q: 3 clusters Score -1624839 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1625095.375000 Penalty: 4903.700684
	Iteration 15Q: 3 clusters Score -1625095 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1625280.250000 Penalty: 4903.700684
	Iteration 16Q: 3 clusters Score -1625280 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1625396.500000 Penalty: 4903.700684
	Iteration 17Q: 3 clusters Score -1625396 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1625519.500000 Penalty: 4903.700684
	Iteration 18Q: 3 clusters Score -1625520 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1625618.875000 Penalty: 4903.700684
	Iteration 19Q: 3 clusters Score -1625619 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1625700.125000 Penalty: 4903.700684
	Iteration 20F: 3 clusters Score -1625700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1625765.000000 Penalty: 4903.700684
	Iteration 21Q: 3 clusters Score -1625765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1625812.500000 Penalty: 4903.700684
	Iteration 22Q: 3 clusters Score -1625812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1625860.125000 Penalty: 4903.700684
	Iteration 23Q: 3 clusters Score -1625860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1625897.375000 Penalty: 4903.700684
	Iteration 24Q: 3 clusters Score -1625897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1625938.625000 Penalty: 4903.700684
	Iteration 25Q: 3 clusters Score -1625939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1625988.375000 Penalty: 4903.700684
	Iteration 26Q: 3 clusters Score -1625988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1626009.625000 Penalty: 4903.700684
	Iteration 27Q: 3 clusters Score -1626010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1626038.500000 Penalty: 4903.700684
	Iteration 28Q: 3 clusters Score -1626038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1626063.500000 Penalty: 4903.700684
	Iteration 29Q: 3 clusters Score -1626064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1626076.250000 Penalty: 4903.700684
	Iteration 30Q: 3 clusters Score -1626076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1626091.000000 Penalty: 4903.700684
	Iteration 31Q: 3 clusters Score -1626091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1626104.750000 Penalty: 4903.700684
	Iteration 32Q: 3 clusters Score -1626105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1626107.625000 Penalty: 4903.700684
	Iteration 33Q: 3 clusters Score -1626108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1626115.500000 Penalty: 4903.700684
	Iteration 34Q: 3 clusters Score -1626116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1626122.375000 Penalty: 4903.700684
	Iteration 35Q: 3 clusters Score -1626122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1626125.000000 Penalty: 4903.700684
	Iteration 36Q: 3 clusters Score -1626125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1626125.500000 Penalty: 4903.700684
	Iteration 37Q: 3 clusters Score -1626126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1626127.875000 Penalty: 4903.700684
	Iteration 38Q: 3 clusters Score -1626128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1626130.875000 Penalty: 4903.700684
	Iteration 39Q: 3 clusters Score -1626131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1626133.000000 Penalty: 4903.700684
	Iteration 40F: 3 clusters Score -1626133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1626133.125000 Penalty: 4903.700684
	Iteration 41Q: 3 clusters Score -1626133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1626134.000000 Penalty: 4903.700684
	Iteration 42Q: 3 clusters Score -1626134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1626138.500000 Penalty: 4903.700684
	Iteration 43Q: 3 clusters Score -1626138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1626138.500000 Penalty: 4903.700684
	Iteration 44Q: 3 clusters Score -1626138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1626147.250000 Penalty: 4903.700684
	Iteration 45Q: 3 clusters Score -1626147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1626155.125000 Penalty: 4903.700684
	Iteration 46Q: 3 clusters Score -1626155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1626156.000000 Penalty: 4903.700684
	Iteration 47Q: 3 clusters Score -1626156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1626154.250000 Penalty: 4903.700684
	Iteration 48Q: 3 clusters Score -1626154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1626155.250000 Penalty: 4903.700684
	Iteration 49Q: 3 clusters Score -1626155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1626159.875000 Penalty: 4903.700684
	Iteration 50Q: 3 clusters Score -1626160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1626163.500000 Penalty: 4903.700684
	Iteration 51Q: 3 clusters Score -1626164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1626167.250000 Penalty: 4903.700684
	Iteration 52Q: 3 clusters Score -1626167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1626164.500000 Penalty: 4903.700684
	Iteration 53Q: 3 clusters Score -1626164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1626165.625000 Penalty: 4903.700684
	Iteration 54Q: 3 clusters Score -1626166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1626169.000000 Penalty: 4903.700684
	Iteration 55Q: 3 clusters Score -1626169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1626173.125000 Penalty: 4903.700684
	Iteration 56Q: 3 clusters Score -1626173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1626175.625000 Penalty: 4903.700684
	Iteration 57Q: 3 clusters Score -1626176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1626179.000000 Penalty: 4903.700684
	Iteration 58Q: 3 clusters Score -1626179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1626180.375000 Penalty: 4903.700684
	Iteration 59Q: 3 clusters Score -1626180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1626185.000000 Penalty: 4903.700684
	Iteration 60F: 3 clusters Score -1626185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1626184.125000 Penalty: 4903.700684
	Iteration 61Q: 3 clusters Score -1626184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1626186.000000 Penalty: 4903.700684
	Iteration 62Q: 3 clusters Score -1626186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1626186.500000 Penalty: 4903.700684
	Iteration 63Q: 3 clusters Score -1626186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1626186.000000 Penalty: 4903.700684
	Iteration 64Q: 3 clusters Score -1626186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1626184.875000 Penalty: 4903.700684
	Iteration 65Q: 3 clusters Score -1626185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1626186.625000 Penalty: 4903.700684
	Iteration 66Q: 3 clusters Score -1626187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1626190.250000 Penalty: 4903.700684
	Iteration 67Q: 3 clusters Score -1626190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1626192.750000 Penalty: 4903.700684
	Iteration 68Q: 3 clusters Score -1626193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1626193.375000 Penalty: 4903.700684
	Iteration 69Q: 3 clusters Score -1626193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1626189.125000 Penalty: 4903.700684
	Iteration 70Q: 3 clusters Score -1626189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1626193.125000 Penalty: 4903.700684
	Iteration 71Q: 3 clusters Score -1626193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1626192.000000 Penalty: 4903.700684
	Iteration 72Q: 3 clusters Score -1626192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1626193.375000 Penalty: 4903.700684
	Iteration 73Q: 3 clusters Score -1626193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1626193.500000 Penalty: 4903.700684
	Iteration 74Q: 3 clusters Score -1626194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1626194.250000 Penalty: 4903.700684
	Iteration 75Q: 3 clusters Score -1626194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1626194.250000 Penalty: 4903.700684
	Iteration 76F: 3 clusters Score -1626194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -56407.218750 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -56407.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54529.871094 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -54529.87 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54902.578125 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -54902.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54995.550781 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -54995.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55067.738281 Penalty: 3398.712158
	Iteration 3Q: 3 clusters Score -55067.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -55131.695312 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -55131.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -55169.726562 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -55169.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -55221.765625 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -55221.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55281.644531 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -55281.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55319.460938 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -55319.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55364.316406 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -55364.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55394.546875 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -55394.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55407.683594 Penalty: 3398.712158
	Iteration 11Q: 3 clusters Score -55407.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55419.488281 Penalty: 3398.712158
	Iteration 12Q: 3 clusters Score -55419.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55429.707031 Penalty: 3398.712158
	Iteration 13Q: 3 clusters Score -55429.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55432.789062 Penalty: 3398.712158
	Iteration 14Q: 3 clusters Score -55432.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55432.789062 Penalty: 3398.712158
	Iteration 15F: 3 clusters Score -55432.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -101456.929688 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -101456.9 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 692 members 
Entering Unmasked Estep 
Score: -99248.132812 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -99248.13 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99629.632812 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -99629.63 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -99746.156250 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -99746.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -99799.882812 Penalty: 3572.889160
	Iteration 3Q: 3 clusters Score -99799.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -99830.554688 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -99830.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -99854.445312 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -99854.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -99870.718750 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -99870.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -99879.609375 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -99879.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -99889.835938 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -99889.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99900.312500 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -99900.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99905.109375 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -99905.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -99905.718750 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -99905.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99906.218750 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -99906.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99910.007812 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -99910.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99911.132812 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -99911.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99913.968750 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -99913.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -99917.367188 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -99917.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -99924.515625 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -99924.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -99927.187500 Penalty: 3572.889160
	Iteration 18Q: 3 clusters Score -99927.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -99928.203125 Penalty: 3572.889160
	Iteration 19Q: 3 clusters Score -99928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -99929.914062 Penalty: 3572.889160
	Iteration 20F: 3 clusters Score -99929.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -99932.101562 Penalty: 3572.889160
	Iteration 21Q: 3 clusters Score -99932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -99937.054688 Penalty: 3572.889160
	Iteration 22Q: 3 clusters Score -99937.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -99941.117188 Penalty: 3572.889160
	Iteration 23Q: 3 clusters Score -99941.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -99943.195312 Penalty: 3572.889160
	Iteration 24Q: 3 clusters Score -99943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -99945.281250 Penalty: 3572.889160
	Iteration 25Q: 3 clusters Score -99945.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99949.085938 Penalty: 3572.889160
	Iteration 26Q: 3 clusters Score -99949.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -99951.960938 Penalty: 3572.889160
	Iteration 27Q: 3 clusters Score -99951.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -99956.507812 Penalty: 3572.889160
	Iteration 28Q: 3 clusters Score -99956.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -99961.156250 Penalty: 3572.889160
	Iteration 29Q: 3 clusters Score -99961.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -99970.179688 Penalty: 3572.889160
	Iteration 30Q: 3 clusters Score -99970.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -99977.117188 Penalty: 3572.889160
	Iteration 31Q: 3 clusters Score -99977.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -99983.406250 Penalty: 3572.889160
	Iteration 32Q: 3 clusters Score -99983.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -99991.000000 Penalty: 3572.889160
	Iteration 33Q: 3 clusters Score -99991 nChanged 5
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: -99995.484375 Penalty: 3572.889160
	Iteration 34Q: 3 clusters Score -99995.48 nChanged 2
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: -99997.882812 Penalty: 3572.889160
	Iteration 35Q: 3 clusters Score -99997.88 nChanged 0
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: -99997.882812 Penalty: 3572.889160
	Iteration 36F: 3 clusters Score -99997.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -503131.687500 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -503131.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -497775.531250 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -497775.5 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -499015.593750 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -499015.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -499286.343750 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -499286.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -499522.218750 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -499522.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -499753.656250 Penalty: 4339.709961
	Iteration 4F: 3 clusters Score -499753.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -499937.312500 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -499937.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -500068.531250 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -500068.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -500183.250000 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -500183.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -500284.750000 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -500284.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -500387.750000 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -500387.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -500495.906250 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -500495.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -500606.531250 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -500606.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -500720.843750 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -500720.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -500823.843750 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -500823.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -500902.250000 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -500902.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -500968.218750 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -500968.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -501043.843750 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -501043.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -501106.812500 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -501106.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -501153.062500 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -501153.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -501187.343750 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -501187.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -501216.906250 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -501216.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -501243.343750 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -501243.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -501269.968750 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -501270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -501294.000000 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -501294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -501324.375000 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -501324.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -501352.000000 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -501352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -501373.125000 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -501373.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -501389.937500 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -501389.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -501406.875000 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -501406.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -501418.343750 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -501418.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -501432.218750 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -501432.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -501449.625000 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -501449.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -501464.781250 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -501464.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -501482.625000 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -501482.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -501499.750000 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -501499.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -501518.406250 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -501518.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -501533.562500 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -501533.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -501553.031250 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -501553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -501570.031250 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -501570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -501584.593750 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -501584.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -501597.593750 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -501597.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -501607.218750 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -501607.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -501617.781250 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -501617.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -501625.125000 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -501625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -501632.093750 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -501632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -501638.343750 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -501638.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -501644.250000 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -501644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -501651.750000 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -501651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -501656.812500 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -501656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -501661.312500 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -501661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -501666.687500 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -501666.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -501670.687500 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -501670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -501677.312500 Penalty: 4339.709961
	Iteration 52Q: 3 clusters Score -501677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -501679.656250 Penalty: 4339.709961
	Iteration 53Q: 3 clusters Score -501679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -501684.562500 Penalty: 4339.709961
	Iteration 54Q: 3 clusters Score -501684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -501687.468750 Penalty: 4339.709961
	Iteration 55Q: 3 clusters Score -501687.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -501689.281250 Penalty: 4339.709961
	Iteration 56Q: 3 clusters Score -501689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -501692.125000 Penalty: 4339.709961
	Iteration 57Q: 3 clusters Score -501692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -501694.187500 Penalty: 4339.709961
	Iteration 58Q: 3 clusters Score -501694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -501697.437500 Penalty: 4339.709961
	Iteration 59Q: 3 clusters Score -501697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -501698.062500 Penalty: 4339.709961
	Iteration 60F: 3 clusters Score -501698.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (27792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Entering Unmasked Estep 
Score: -2291881.250000 Penalty: 2537.660889
	Iteration 0F: 2 clusters Score -2291881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2272717.750000 Penalty: 5075.321777
	Iteration 0F: 3 clusters Score -2272718 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2279459.250000 Penalty: 5075.321777
	Iteration 1F: 3 clusters Score -2279459 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2279891.000000 Penalty: 5075.321777
	Iteration 2Q: 3 clusters Score -2279891 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2280247.500000 Penalty: 5075.321777
	Iteration 3Q: 3 clusters Score -2280248 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2280595.750000 Penalty: 5075.321777
	Iteration 4Q: 3 clusters Score -2280596 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2280941.750000 Penalty: 5075.321777
	Iteration 5Q: 3 clusters Score -2280942 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2281355.000000 Penalty: 5075.321777
	Iteration 6Q: 3 clusters Score -2281355 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2281886.250000 Penalty: 5075.321777
	Iteration 7Q: 3 clusters Score -2281886 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2282587.750000 Penalty: 5075.321777
	Iteration 8Q: 3 clusters Score -2282588 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2283548.500000 Penalty: 5075.321777
	Iteration 9F: 3 clusters Score -2283548 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2284878.000000 Penalty: 5075.321777
	Iteration 10F: 3 clusters Score -2284878 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2286402.500000 Penalty: 5075.321777
	Iteration 11F: 3 clusters Score -2286402 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2287669.250000 Penalty: 5075.321777
	Iteration 12F: 3 clusters Score -2287669 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -2288538.000000 Penalty: 5075.321777
	Iteration 13Q: 3 clusters Score -2288538 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -2289057.250000 Penalty: 5075.321777
	Iteration 14Q: 3 clusters Score -2289057 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -2289338.000000 Penalty: 5075.321777
	Iteration 15Q: 3 clusters Score -2289338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2289459.750000 Penalty: 5075.321777
	Iteration 16Q: 3 clusters Score -2289460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2289536.500000 Penalty: 5075.321777
	Iteration 17Q: 3 clusters Score -2289536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2289604.250000 Penalty: 5075.321777
	Iteration 18Q: 3 clusters Score -2289604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -2289642.500000 Penalty: 5075.321777
	Iteration 19Q: 3 clusters Score -2289642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2289675.750000 Penalty: 5075.321777
	Iteration 20F: 3 clusters Score -2289676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -2289692.750000 Penalty: 5075.321777
	Iteration 21Q: 3 clusters Score -2289693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -2289711.500000 Penalty: 5075.321777
	Iteration 22Q: 3 clusters Score -2289712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2289738.250000 Penalty: 5075.321777
	Iteration 23Q: 3 clusters Score -2289738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2289751.500000 Penalty: 5075.321777
	Iteration 24Q: 3 clusters Score -2289752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2289757.500000 Penalty: 5075.321777
	Iteration 25Q: 3 clusters Score -2289758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2289764.250000 Penalty: 5075.321777
	Iteration 26Q: 3 clusters Score -2289764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2289765.500000 Penalty: 5075.321777
	Iteration 27Q: 3 clusters Score -2289766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2289766.750000 Penalty: 5075.321777
	Iteration 28Q: 3 clusters Score -2289767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2289769.000000 Penalty: 5075.321777
	Iteration 29Q: 3 clusters Score -2289769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2289772.250000 Penalty: 5075.321777
	Iteration 30Q: 3 clusters Score -2289772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2289774.250000 Penalty: 5075.321777
	Iteration 31Q: 3 clusters Score -2289774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2289776.000000 Penalty: 5075.321777
	Iteration 32Q: 3 clusters Score -2289776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2289778.250000 Penalty: 5075.321777
	Iteration 33Q: 3 clusters Score -2289778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -2289778.250000 Penalty: 5075.321777
	Iteration 34Q: 3 clusters Score -2289778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2289779.750000 Penalty: 5075.321777
	Iteration 35Q: 3 clusters Score -2289780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2289783.750000 Penalty: 5075.321777
	Iteration 36Q: 3 clusters Score -2289784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2289789.750000 Penalty: 5075.321777
	Iteration 37Q: 3 clusters Score -2289790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2289792.500000 Penalty: 5075.321777
	Iteration 38Q: 3 clusters Score -2289792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -2289796.000000 Penalty: 5075.321777
	Iteration 39Q: 3 clusters Score -2289796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -2289798.000000 Penalty: 5075.321777
	Iteration 40F: 3 clusters Score -2289798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -2289798.250000 Penalty: 5075.321777
	Iteration 41Q: 3 clusters Score -2289798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -2289802.000000 Penalty: 5075.321777
	Iteration 42Q: 3 clusters Score -2289802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -2289805.750000 Penalty: 5075.321777
	Iteration 43Q: 3 clusters Score -2289806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2289806.750000 Penalty: 5075.321777
	Iteration 44Q: 3 clusters Score -2289807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2289809.000000 Penalty: 5075.321777
	Iteration 45Q: 3 clusters Score -2289809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2289809.000000 Penalty: 5075.321777
	Iteration 46F: 3 clusters Score -2289809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 20247 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 13814 members 
Mstep: Class 5 contains 52310 members 
Mstep: Class 6 contains 18177 members 
Mstep: Class 7 contains 7740 members 
Mstep: Class 8 contains 161596 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28992 members 
Mstep: Class 12 contains 13306 members 
Mstep: Class 13 contains 20582 members 
Mstep: Class 14 contains 252856 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 97557 members 
Mstep: Class 19 contains 846463 members 
Mstep: Class 20 contains 13139 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34308 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36135 members 
Mstep: Class 29 contains 28735 members 
Mstep: Class 30 contains 20636 members 
Mstep: Class 31 contains 19663 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799376.000000 Penalty: 125124.562500
Iteration 239Q: 36 clusters Score -1.427994e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20240 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 52290 members 
Mstep: Class 6 contains 18179 members 
Mstep: Class 7 contains 7741 members 
Mstep: Class 8 contains 161591 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28986 members 
Mstep: Class 12 contains 13304 members 
Mstep: Class 13 contains 20574 members 
Mstep: Class 14 contains 252903 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18825 members 
Mstep: Class 18 contains 97556 members 
Mstep: Class 19 contains 846471 members 
Mstep: Class 20 contains 13132 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34346 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36128 members 
Mstep: Class 29 contains 28724 members 
Mstep: Class 30 contains 20642 members 
Mstep: Class 31 contains 19636 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799472.000000 Penalty: 125124.562500
Iteration 240F: 36 clusters Score -1.427995e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20235 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 52269 members 
Mstep: Class 6 contains 18177 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161583 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28982 members 
Mstep: Class 12 contains 13302 members 
Mstep: Class 13 contains 20569 members 
Mstep: Class 14 contains 252954 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18824 members 
Mstep: Class 18 contains 97544 members 
Mstep: Class 19 contains 846485 members 
Mstep: Class 20 contains 13129 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34386 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36118 members 
Mstep: Class 29 contains 28716 members 
Mstep: Class 30 contains 20646 members 
Mstep: Class 31 contains 19604 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799136.000000 Penalty: 125124.562500
Iteration 241Q: 36 clusters Score -1.427991e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 20233 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 13817 members 
Mstep: Class 5 contains 52247 members 
Mstep: Class 6 contains 18184 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161578 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28975 members 
Mstep: Class 12 contains 13300 members 
Mstep: Class 13 contains 20564 members 
Mstep: Class 14 contains 252995 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18826 members 
Mstep: Class 18 contains 97533 members 
Mstep: Class 19 contains 846495 members 
Mstep: Class 20 contains 13126 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34425 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20877 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36114 members 
Mstep: Class 29 contains 28708 members 
Mstep: Class 30 contains 20647 members 
Mstep: Class 31 contains 19570 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799280.000000 Penalty: 125124.562500
Iteration 242Q: 36 clusters Score -1.427993e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 20221 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 52222 members 
Mstep: Class 6 contains 18186 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161566 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 13301 members 
Mstep: Class 13 contains 20564 members 
Mstep: Class 14 contains 253043 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18827 members 
Mstep: Class 18 contains 97520 members 
Mstep: Class 19 contains 846515 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34469 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20878 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36110 members 
Mstep: Class 29 contains 28697 members 
Mstep: Class 30 contains 20650 members 
Mstep: Class 31 contains 19538 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799328.000000 Penalty: 125124.562500
Iteration 243Q: 36 clusters Score -1.427993e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20212 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 52207 members 
Mstep: Class 6 contains 18184 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161555 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28961 members 
Mstep: Class 12 contains 13301 members 
Mstep: Class 13 contains 20554 members 
Mstep: Class 14 contains 253092 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 18828 members 
Mstep: Class 18 contains 97506 members 
Mstep: Class 19 contains 846526 members 
Mstep: Class 20 contains 13119 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34532 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20881 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36104 members 
Mstep: Class 29 contains 28686 members 
Mstep: Class 30 contains 20654 members 
Mstep: Class 31 contains 19507 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799504.000000 Penalty: 125124.562500
Iteration 244Q: 36 clusters Score -1.427995e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20198 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 52185 members 
Mstep: Class 6 contains 18181 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161543 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28958 members 
Mstep: Class 12 contains 13300 members 
Mstep: Class 13 contains 20547 members 
Mstep: Class 14 contains 253122 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97500 members 
Mstep: Class 19 contains 846545 members 
Mstep: Class 20 contains 13119 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34600 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20884 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36092 members 
Mstep: Class 29 contains 28681 members 
Mstep: Class 30 contains 20657 members 
Mstep: Class 31 contains 19486 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799392.000000 Penalty: 125124.562500
Iteration 245Q: 36 clusters Score -1.427994e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 20182 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 52163 members 
Mstep: Class 6 contains 18180 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161535 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28953 members 
Mstep: Class 12 contains 13300 members 
Mstep: Class 13 contains 20545 members 
Mstep: Class 14 contains 253156 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97485 members 
Mstep: Class 19 contains 846562 members 
Mstep: Class 20 contains 13115 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34668 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20888 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36078 members 
Mstep: Class 29 contains 28668 members 
Mstep: Class 30 contains 20661 members 
Mstep: Class 31 contains 19469 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 246Q: 36 clusters Score -1.427995e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 20164 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 52146 members 
Mstep: Class 6 contains 18176 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161524 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 13300 members 
Mstep: Class 13 contains 20548 members 
Mstep: Class 14 contains 253179 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97472 members 
Mstep: Class 19 contains 846598 members 
Mstep: Class 20 contains 13114 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34729 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20889 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36066 members 
Mstep: Class 29 contains 28661 members 
Mstep: Class 30 contains 20662 members 
Mstep: Class 31 contains 19447 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799408.000000 Penalty: 125124.562500
Iteration 247Q: 36 clusters Score -1.427994e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 20148 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 52131 members 
Mstep: Class 6 contains 18174 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161513 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28946 members 
Mstep: Class 12 contains 13300 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 253201 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97463 members 
Mstep: Class 19 contains 846626 members 
Mstep: Class 20 contains 13112 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34787 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20893 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36051 members 
Mstep: Class 29 contains 28654 members 
Mstep: Class 30 contains 20663 members 
Mstep: Class 31 contains 19428 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 248Q: 36 clusters Score -1.427995e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 20134 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 52116 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161510 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28942 members 
Mstep: Class 12 contains 13299 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 253233 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97458 members 
Mstep: Class 19 contains 846642 members 
Mstep: Class 20 contains 13109 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34836 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20895 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36040 members 
Mstep: Class 29 contains 28645 members 
Mstep: Class 30 contains 20668 members 
Mstep: Class 31 contains 19412 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799504.000000 Penalty: 125124.562500
Iteration 249Q: 36 clusters Score -1.427995e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 20121 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 52100 members 
Mstep: Class 6 contains 18169 members 
Mstep: Class 7 contains 7742 members 
Mstep: Class 8 contains 161510 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28935 members 
Mstep: Class 12 contains 13298 members 
Mstep: Class 13 contains 20550 members 
Mstep: Class 14 contains 253263 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97450 members 
Mstep: Class 19 contains 846663 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34893 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20899 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36025 members 
Mstep: Class 29 contains 28640 members 
Mstep: Class 30 contains 20672 members 
Mstep: Class 31 contains 19389 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799552.000000 Penalty: 125124.562500
Iteration 250Q: 36 clusters Score -1.427996e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 20107 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 13818 members 
Mstep: Class 5 contains 52083 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 7743 members 
Mstep: Class 8 contains 161498 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28928 members 
Mstep: Class 12 contains 13297 members 
Mstep: Class 13 contains 20546 members 
Mstep: Class 14 contains 253296 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18829 members 
Mstep: Class 18 contains 97444 members 
Mstep: Class 19 contains 846688 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 34951 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20900 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 36013 members 
Mstep: Class 29 contains 28634 members 
Mstep: Class 30 contains 20673 members 
Mstep: Class 31 contains 19367 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799584.000000 Penalty: 125124.562500
Iteration 251Q: 36 clusters Score -1.427996e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 20090 members 
Mstep: Class 3 contains 2564 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 52066 members 
Mstep: Class 6 contains 18164 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 161487 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28921 members 
Mstep: Class 12 contains 13296 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253347 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 18 contains 97433 members 
Mstep: Class 19 contains 846710 members 
Mstep: Class 20 contains 13095 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35017 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20901 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35991 members 
Mstep: Class 29 contains 28623 members 
Mstep: Class 30 contains 20675 members 
Mstep: Class 31 contains 19347 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 252Q: 36 clusters Score -1.427995e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 20068 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 52055 members 
Mstep: Class 6 contains 18157 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 161476 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28914 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253364 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 18 contains 97425 members 
Mstep: Class 19 contains 846737 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35096 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20903 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35972 members 
Mstep: Class 29 contains 28616 members 
Mstep: Class 30 contains 20679 members 
Mstep: Class 31 contains 19329 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 253Q: 36 clusters Score -1.427996e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 20045 members 
Mstep: Class 3 contains 2561 members 
Mstep: Class 4 contains 13815 members 
Mstep: Class 5 contains 52038 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 161464 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 28910 members 
Mstep: Class 12 contains 13290 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253368 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 18 contains 97417 members 
Mstep: Class 19 contains 846756 members 
Mstep: Class 20 contains 13092 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35172 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20904 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35960 members 
Mstep: Class 29 contains 28609 members 
Mstep: Class 30 contains 20685 members 
Mstep: Class 31 contains 19317 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 125124.562500
Iteration 254Q: 36 clusters Score -1.427999e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 20021 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 13816 members 
Mstep: Class 5 contains 52019 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 161452 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 28907 members 
Mstep: Class 12 contains 13292 members 
Mstep: Class 13 contains 20545 members 
Mstep: Class 14 contains 253373 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 18 contains 97410 members 
Mstep: Class 19 contains 846793 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35247 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20904 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35941 members 
Mstep: Class 29 contains 28601 members 
Mstep: Class 30 contains 20692 members 
Mstep: Class 31 contains 19301 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 255Q: 36 clusters Score -1.427996e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 20008 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 52003 members 
Mstep: Class 6 contains 18135 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28906 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 20544 members 
Mstep: Class 14 contains 253377 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 18 contains 97401 members 
Mstep: Class 19 contains 846813 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35339 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20907 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35916 members 
Mstep: Class 29 contains 28592 members 
Mstep: Class 30 contains 20702 members 
Mstep: Class 31 contains 19284 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799584.000000 Penalty: 125124.562500
Iteration 256Q: 36 clusters Score -1.427996e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 19996 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 13819 members 
Mstep: Class 5 contains 51984 members 
Mstep: Class 6 contains 18127 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 161440 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 28904 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253370 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18830 members 
Mstep: Class 18 contains 97389 members 
Mstep: Class 19 contains 846859 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35409 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20908 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35892 members 
Mstep: Class 29 contains 28588 members 
Mstep: Class 30 contains 20711 members 
Mstep: Class 31 contains 19269 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 257Q: 36 clusters Score -1.427997e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 19980 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 13821 members 
Mstep: Class 5 contains 51970 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 161434 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 28904 members 
Mstep: Class 12 contains 13291 members 
Mstep: Class 13 contains 20546 members 
Mstep: Class 14 contains 253372 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18831 members 
Mstep: Class 18 contains 97369 members 
Mstep: Class 19 contains 846901 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35456 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20908 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35872 members 
Mstep: Class 29 contains 28584 members 
Mstep: Class 30 contains 20720 members 
Mstep: Class 31 contains 19258 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 258Q: 36 clusters Score -1.427996e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 19965 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 13822 members 
Mstep: Class 5 contains 51960 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 161441 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 28900 members 
Mstep: Class 12 contains 13290 members 
Mstep: Class 13 contains 20545 members 
Mstep: Class 14 contains 253352 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 18 contains 97359 members 
Mstep: Class 19 contains 846926 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 15907 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35517 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20911 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35854 members 
Mstep: Class 29 contains 28578 members 
Mstep: Class 30 contains 20731 members 
Mstep: Class 31 contains 19245 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799520.000000 Penalty: 125124.562500
Iteration 259Q: 36 clusters Score -1.427995e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19950 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 13825 members 
Mstep: Class 5 contains 51952 members 
Mstep: Class 6 contains 18123 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 161441 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 28899 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253364 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18832 members 
Mstep: Class 18 contains 97351 members 
Mstep: Class 19 contains 846938 members 
Mstep: Class 20 contains 13067 members 
Mstep: Class 21 contains 15907 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35555 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20911 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35839 members 
Mstep: Class 29 contains 28575 members 
Mstep: Class 30 contains 20749 members 
Mstep: Class 31 contains 19236 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 27596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799392.000000 Penalty: 125124.562500
Iteration 260F: 36 clusters Score -1.427994e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 19937 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 13827 members 
Mstep: Class 5 contains 51943 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 161437 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 28901 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253369 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18833 members 
Mstep: Class 18 contains 97346 members 
Mstep: Class 19 contains 846965 members 
Mstep: Class 20 contains 13060 members 
Mstep: Class 21 contains 15907 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35590 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20912 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35824 members 
Mstep: Class 29 contains 28571 members 
Mstep: Class 30 contains 20767 members 
Mstep: Class 31 contains 19223 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799456.000000 Penalty: 125124.562500
Iteration 261Q: 36 clusters Score -1.427995e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 19923 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 51938 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 161432 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 28900 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253376 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 18 contains 97336 members 
Mstep: Class 19 contains 846985 members 
Mstep: Class 20 contains 13051 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35618 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20912 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35813 members 
Mstep: Class 29 contains 28567 members 
Mstep: Class 30 contains 20787 members 
Mstep: Class 31 contains 19215 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 27588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799456.000000 Penalty: 125124.562500
Iteration 262Q: 36 clusters Score -1.427995e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 19909 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 51930 members 
Mstep: Class 6 contains 18108 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 161428 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 28898 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 13 contains 20540 members 
Mstep: Class 14 contains 253384 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18834 members 
Mstep: Class 18 contains 97327 members 
Mstep: Class 19 contains 847002 members 
Mstep: Class 20 contains 13042 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35648 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20912 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35795 members 
Mstep: Class 29 contains 28563 members 
Mstep: Class 30 contains 20804 members 
Mstep: Class 31 contains 19211 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 27586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799392.000000 Penalty: 125124.562500
Iteration 263Q: 36 clusters Score -1.427994e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19887 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 13830 members 
Mstep: Class 5 contains 51924 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 7748 members 
Mstep: Class 8 contains 161430 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 28896 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 13 contains 20538 members 
Mstep: Class 14 contains 253403 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 97319 members 
Mstep: Class 19 contains 847018 members 
Mstep: Class 20 contains 13031 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35673 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20914 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35777 members 
Mstep: Class 29 contains 28558 members 
Mstep: Class 30 contains 20817 members 
Mstep: Class 31 contains 19207 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6305 members 
Mstep: Class 35 contains 27582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799456.000000 Penalty: 125124.562500
Iteration 264Q: 36 clusters Score -1.427995e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 19876 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 51914 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 161424 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 28892 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253413 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 18 contains 97307 members 
Mstep: Class 19 contains 847043 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35699 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20913 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35763 members 
Mstep: Class 29 contains 28554 members 
Mstep: Class 30 contains 20826 members 
Mstep: Class 31 contains 19201 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6306 members 
Mstep: Class 35 contains 27585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799520.000000 Penalty: 125124.562500
Iteration 265Q: 36 clusters Score -1.427995e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19861 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 51900 members 
Mstep: Class 6 contains 18105 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 161419 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 28893 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253428 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 18 contains 97301 members 
Mstep: Class 19 contains 847058 members 
Mstep: Class 20 contains 13006 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35730 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20914 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35754 members 
Mstep: Class 29 contains 28549 members 
Mstep: Class 30 contains 20839 members 
Mstep: Class 31 contains 19194 members 
Mstep: Class 32 contains 947 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799584.000000 Penalty: 125124.562500
Iteration 266Q: 36 clusters Score -1.427996e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19848 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 51884 members 
Mstep: Class 6 contains 18098 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 161418 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 28895 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253439 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 18 contains 97294 members 
Mstep: Class 19 contains 847078 members 
Mstep: Class 20 contains 12995 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35768 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20920 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35743 members 
Mstep: Class 29 contains 28545 members 
Mstep: Class 30 contains 20851 members 
Mstep: Class 31 contains 19187 members 
Mstep: Class 32 contains 946 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 267Q: 36 clusters Score -1.427996e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19832 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 13831 members 
Mstep: Class 5 contains 51873 members 
Mstep: Class 6 contains 18097 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 161410 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 28900 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20544 members 
Mstep: Class 14 contains 253422 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 97288 members 
Mstep: Class 19 contains 847105 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35820 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20921 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35735 members 
Mstep: Class 29 contains 28542 members 
Mstep: Class 30 contains 20865 members 
Mstep: Class 31 contains 19177 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 268Q: 36 clusters Score -1.427996e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19819 members 
Mstep: Class 3 contains 2522 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 51864 members 
Mstep: Class 6 contains 18096 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 161398 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 28900 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 20545 members 
Mstep: Class 14 contains 253403 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 18 contains 97285 members 
Mstep: Class 19 contains 847132 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35864 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20923 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35728 members 
Mstep: Class 29 contains 28536 members 
Mstep: Class 30 contains 20880 members 
Mstep: Class 31 contains 19167 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799552.000000 Penalty: 125124.562500
Iteration 269Q: 36 clusters Score -1.427996e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19804 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 51858 members 
Mstep: Class 6 contains 18092 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 161393 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 28900 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 253387 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18836 members 
Mstep: Class 18 contains 97280 members 
Mstep: Class 19 contains 847158 members 
Mstep: Class 20 contains 12962 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35906 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20926 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35722 members 
Mstep: Class 29 contains 28528 members 
Mstep: Class 30 contains 20894 members 
Mstep: Class 31 contains 19155 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799424.000000 Penalty: 125124.562500
Iteration 270Q: 36 clusters Score -1.427994e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19791 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 51850 members 
Mstep: Class 6 contains 18095 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 161390 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 28897 members 
Mstep: Class 12 contains 13277 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253367 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18835 members 
Mstep: Class 18 contains 97276 members 
Mstep: Class 19 contains 847178 members 
Mstep: Class 20 contains 12949 members 
Mstep: Class 21 contains 15909 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35951 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35715 members 
Mstep: Class 29 contains 28522 members 
Mstep: Class 30 contains 20909 members 
Mstep: Class 31 contains 19151 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799392.000000 Penalty: 125124.562500
Iteration 271Q: 36 clusters Score -1.427994e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19783 members 
Mstep: Class 3 contains 2516 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 51841 members 
Mstep: Class 6 contains 18095 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 161385 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 28896 members 
Mstep: Class 12 contains 13276 members 
Mstep: Class 13 contains 20547 members 
Mstep: Class 14 contains 253349 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 97268 members 
Mstep: Class 19 contains 847207 members 
Mstep: Class 20 contains 12932 members 
Mstep: Class 21 contains 15908 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 35999 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35711 members 
Mstep: Class 29 contains 28513 members 
Mstep: Class 30 contains 20925 members 
Mstep: Class 31 contains 19148 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799488.000000 Penalty: 125124.562500
Iteration 272Q: 36 clusters Score -1.427995e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19779 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 13833 members 
Mstep: Class 5 contains 51828 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 7751 members 
Mstep: Class 8 contains 161377 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 28893 members 
Mstep: Class 12 contains 13274 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253348 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 97264 members 
Mstep: Class 19 contains 847249 members 
Mstep: Class 20 contains 12917 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36038 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35706 members 
Mstep: Class 29 contains 28501 members 
Mstep: Class 30 contains 20938 members 
Mstep: Class 31 contains 19139 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799424.000000 Penalty: 125124.562500
Iteration 273Q: 36 clusters Score -1.427994e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19771 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 51814 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 161372 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 28891 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253353 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 97255 members 
Mstep: Class 19 contains 847285 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36071 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35703 members 
Mstep: Class 29 contains 28486 members 
Mstep: Class 30 contains 20950 members 
Mstep: Class 31 contains 19135 members 
Mstep: Class 32 contains 944 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799312.000000 Penalty: 125124.562500
Iteration 274Q: 36 clusters Score -1.427993e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19760 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 13835 members 
Mstep: Class 5 contains 51804 members 
Mstep: Class 6 contains 18082 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 161367 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 28889 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 20533 members 
Mstep: Class 14 contains 253356 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 97249 members 
Mstep: Class 19 contains 847315 members 
Mstep: Class 20 contains 12898 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36107 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20923 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35698 members 
Mstep: Class 29 contains 28476 members 
Mstep: Class 30 contains 20960 members 
Mstep: Class 31 contains 19131 members 
Mstep: Class 32 contains 944 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799408.000000 Penalty: 125124.562500
Iteration 275Q: 36 clusters Score -1.427994e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 51789 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 7754 members 
Mstep: Class 8 contains 161359 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28889 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 20527 members 
Mstep: Class 14 contains 253360 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 97239 members 
Mstep: Class 19 contains 847341 members 
Mstep: Class 20 contains 12886 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36141 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20924 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35692 members 
Mstep: Class 29 contains 28472 members 
Mstep: Class 30 contains 20973 members 
Mstep: Class 31 contains 19125 members 
Mstep: Class 32 contains 944 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 276Q: 36 clusters Score -1.427995e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19734 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 51779 members 
Mstep: Class 6 contains 18074 members 
Mstep: Class 7 contains 7759 members 
Mstep: Class 8 contains 161354 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28890 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 253361 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18837 members 
Mstep: Class 18 contains 97227 members 
Mstep: Class 19 contains 847365 members 
Mstep: Class 20 contains 12877 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36184 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35686 members 
Mstep: Class 29 contains 28464 members 
Mstep: Class 30 contains 20979 members 
Mstep: Class 31 contains 19113 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 277Q: 36 clusters Score -1.427996e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19726 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 51764 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 161350 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 253367 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18838 members 
Mstep: Class 18 contains 97224 members 
Mstep: Class 19 contains 847374 members 
Mstep: Class 20 contains 12868 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36220 members 
Mstep: Class 25 contains 8604 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35679 members 
Mstep: Class 29 contains 28454 members 
Mstep: Class 30 contains 20996 members 
Mstep: Class 31 contains 19103 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 278Q: 36 clusters Score -1.427996e+08 nChanged 201
Entering ConstructFrom: 
Score: -142799600.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (9892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Entering Unmasked Estep 
Score: -766071.250000 Penalty: 2281.471436
	Iteration 0F: 2 clusters Score -766071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -758437.125000 Penalty: 4562.942871
	Iteration 0F: 3 clusters Score -758437.1 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -760637.125000 Penalty: 4562.942871
	Iteration 1F: 3 clusters Score -760637.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -760902.000000 Penalty: 4562.942871
	Iteration 2F: 3 clusters Score -760902 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -761112.437500 Penalty: 4562.942871
	Iteration 3Q: 3 clusters Score -761112.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -761288.250000 Penalty: 4562.942871
	Iteration 4Q: 3 clusters Score -761288.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -761467.812500 Penalty: 4562.942871
	Iteration 5Q: 3 clusters Score -761467.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -761652.625000 Penalty: 4562.942871
	Iteration 6Q: 3 clusters Score -761652.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -761844.000000 Penalty: 4562.942871
	Iteration 7Q: 3 clusters Score -761844 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -762040.750000 Penalty: 4562.942871
	Iteration 8Q: 3 clusters Score -762040.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -762282.812500 Penalty: 4562.942871
	Iteration 9Q: 3 clusters Score -762282.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -762526.875000 Penalty: 4562.942871
	Iteration 10Q: 3 clusters Score -762526.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -762751.250000 Penalty: 4562.942871
	Iteration 11Q: 3 clusters Score -762751.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -762961.375000 Penalty: 4562.942871
	Iteration 12Q: 3 clusters Score -762961.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -763135.875000 Penalty: 4562.942871
	Iteration 13Q: 3 clusters Score -763135.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -763280.812500 Penalty: 4562.942871
	Iteration 14Q: 3 clusters Score -763280.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -763389.687500 Penalty: 4562.942871
	Iteration 15Q: 3 clusters Score -763389.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -763474.937500 Penalty: 4562.942871
	Iteration 16Q: 3 clusters Score -763474.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -763535.062500 Penalty: 4562.942871
	Iteration 17Q: 3 clusters Score -763535.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -763577.875000 Penalty: 4562.942871
	Iteration 18Q: 3 clusters Score -763577.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -763606.937500 Penalty: 4562.942871
	Iteration 19Q: 3 clusters Score -763606.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -763631.437500 Penalty: 4562.942871
	Iteration 20F: 3 clusters Score -763631.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -763654.937500 Penalty: 4562.942871
	Iteration 21Q: 3 clusters Score -763654.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -763674.750000 Penalty: 4562.942871
	Iteration 22Q: 3 clusters Score -763674.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -763692.437500 Penalty: 4562.942871
	Iteration 23Q: 3 clusters Score -763692.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -763709.250000 Penalty: 4562.942871
	Iteration 24Q: 3 clusters Score -763709.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -763723.437500 Penalty: 4562.942871
	Iteration 25Q: 3 clusters Score -763723.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -763740.000000 Penalty: 4562.942871
	Iteration 26Q: 3 clusters Score -763740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -763749.750000 Penalty: 4562.942871
	Iteration 27Q: 3 clusters Score -763749.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -763762.562500 Penalty: 4562.942871
	Iteration 28Q: 3 clusters Score -763762.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -763775.812500 Penalty: 4562.942871
	Iteration 29Q: 3 clusters Score -763775.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -763784.875000 Penalty: 4562.942871
	Iteration 30Q: 3 clusters Score -763784.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -763794.125000 Penalty: 4562.942871
	Iteration 31Q: 3 clusters Score -763794.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -763806.312500 Penalty: 4562.942871
	Iteration 32Q: 3 clusters Score -763806.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -763821.000000 Penalty: 4562.942871
	Iteration 33Q: 3 clusters Score -763821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -763830.062500 Penalty: 4562.942871
	Iteration 34Q: 3 clusters Score -763830.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -763841.437500 Penalty: 4562.942871
	Iteration 35Q: 3 clusters Score -763841.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -763847.250000 Penalty: 4562.942871
	Iteration 36Q: 3 clusters Score -763847.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -763856.812500 Penalty: 4562.942871
	Iteration 37Q: 3 clusters Score -763856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -763863.250000 Penalty: 4562.942871
	Iteration 38Q: 3 clusters Score -763863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -763864.687500 Penalty: 4562.942871
	Iteration 39Q: 3 clusters Score -763864.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -763870.625000 Penalty: 4562.942871
	Iteration 40F: 3 clusters Score -763870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -763881.312500 Penalty: 4562.942871
	Iteration 41Q: 3 clusters Score -763881.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -763887.312500 Penalty: 4562.942871
	Iteration 42Q: 3 clusters Score -763887.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -763895.125000 Penalty: 4562.942871
	Iteration 43Q: 3 clusters Score -763895.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -763899.062500 Penalty: 4562.942871
	Iteration 44Q: 3 clusters Score -763899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -763901.062500 Penalty: 4562.942871
	Iteration 45Q: 3 clusters Score -763901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -763901.687500 Penalty: 4562.942871
	Iteration 46Q: 3 clusters Score -763901.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -763903.750000 Penalty: 4562.942871
	Iteration 47Q: 3 clusters Score -763903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -763908.312500 Penalty: 4562.942871
	Iteration 48Q: 3 clusters Score -763908.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -763913.625000 Penalty: 4562.942871
	Iteration 49Q: 3 clusters Score -763913.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -763914.437500 Penalty: 4562.942871
	Iteration 50Q: 3 clusters Score -763914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -763918.187500 Penalty: 4562.942871
	Iteration 51Q: 3 clusters Score -763918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -763924.062500 Penalty: 4562.942871
	Iteration 52Q: 3 clusters Score -763924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -763928.000000 Penalty: 4562.942871
	Iteration 53Q: 3 clusters Score -763928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -763930.187500 Penalty: 4562.942871
	Iteration 54Q: 3 clusters Score -763930.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -763931.812500 Penalty: 4562.942871
	Iteration 55Q: 3 clusters Score -763931.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -763935.750000 Penalty: 4562.942871
	Iteration 56Q: 3 clusters Score -763935.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -763937.812500 Penalty: 4562.942871
	Iteration 57Q: 3 clusters Score -763937.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -763941.562500 Penalty: 4562.942871
	Iteration 58Q: 3 clusters Score -763941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -763948.375000 Penalty: 4562.942871
	Iteration 59Q: 3 clusters Score -763948.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -763956.812500 Penalty: 4562.942871
	Iteration 60F: 3 clusters Score -763956.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -763966.062500 Penalty: 4562.942871
	Iteration 61Q: 3 clusters Score -763966.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -763972.812500 Penalty: 4562.942871
	Iteration 62Q: 3 clusters Score -763972.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -763980.500000 Penalty: 4562.942871
	Iteration 63Q: 3 clusters Score -763980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -763986.062500 Penalty: 4562.942871
	Iteration 64Q: 3 clusters Score -763986.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -763990.812500 Penalty: 4562.942871
	Iteration 65Q: 3 clusters Score -763990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -763999.750000 Penalty: 4562.942871
	Iteration 66Q: 3 clusters Score -763999.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -764005.562500 Penalty: 4562.942871
	Iteration 67Q: 3 clusters Score -764005.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -764011.875000 Penalty: 4562.942871
	Iteration 68Q: 3 clusters Score -764011.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -764013.375000 Penalty: 4562.942871
	Iteration 69Q: 3 clusters Score -764013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -764021.687500 Penalty: 4562.942871
	Iteration 70Q: 3 clusters Score -764021.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -764026.687500 Penalty: 4562.942871
	Iteration 71Q: 3 clusters Score -764026.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -764032.312500 Penalty: 4562.942871
	Iteration 72Q: 3 clusters Score -764032.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -764033.875000 Penalty: 4562.942871
	Iteration 73Q: 3 clusters Score -764033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -764036.187500 Penalty: 4562.942871
	Iteration 74Q: 3 clusters Score -764036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -764039.062500 Penalty: 4562.942871
	Iteration 75Q: 3 clusters Score -764039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -764045.500000 Penalty: 4562.942871
	Iteration 76Q: 3 clusters Score -764045.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -764049.312500 Penalty: 4562.942871
	Iteration 77Q: 3 clusters Score -764049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -764054.687500 Penalty: 4562.942871
	Iteration 78Q: 3 clusters Score -764054.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -764058.687500 Penalty: 4562.942871
	Iteration 79Q: 3 clusters Score -764058.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -764062.000000 Penalty: 4562.942871
	Iteration 80F: 3 clusters Score -764062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -764063.000000 Penalty: 4562.942871
	Iteration 81Q: 3 clusters Score -764063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -764063.562500 Penalty: 4562.942871
	Iteration 82Q: 3 clusters Score -764063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -764065.062500 Penalty: 4562.942871
	Iteration 83Q: 3 clusters Score -764065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -764065.062500 Penalty: 4562.942871
	Iteration 84Q: 3 clusters Score -764065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -764066.750000 Penalty: 4562.942871
	Iteration 85Q: 3 clusters Score -764066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -764067.375000 Penalty: 4562.942871
	Iteration 86Q: 3 clusters Score -764067.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -764071.000000 Penalty: 4562.942871
	Iteration 87Q: 3 clusters Score -764071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -764070.687500 Penalty: 4562.942871
	Iteration 88Q: 3 clusters Score -764070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -764070.312500 Penalty: 4562.942871
	Iteration 89Q: 3 clusters Score -764070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -764070.312500 Penalty: 4562.942871
	Iteration 90F: 3 clusters Score -764070.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Entering Unmasked Estep 
Score: -1388072.875000 Penalty: 2452.568359
	Iteration 0F: 2 clusters Score -1388073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1374164.250000 Penalty: 4905.136719
	Iteration 0F: 3 clusters Score -1374164 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1378842.500000 Penalty: 4905.136719
	Iteration 1F: 3 clusters Score -1378842 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1379300.625000 Penalty: 4905.136719
	Iteration 2F: 3 clusters Score -1379301 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1379688.375000 Penalty: 4905.136719
	Iteration 3F: 3 clusters Score -1379688 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1380024.250000 Penalty: 4905.136719
	Iteration 4Q: 3 clusters Score -1380024 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1380383.375000 Penalty: 4905.136719
	Iteration 5Q: 3 clusters Score -1380383 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1380791.125000 Penalty: 4905.136719
	Iteration 6Q: 3 clusters Score -1380791 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1381233.000000 Penalty: 4905.136719
	Iteration 7Q: 3 clusters Score -1381233 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1381788.625000 Penalty: 4905.136719
	Iteration 8Q: 3 clusters Score -1381789 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1382435.375000 Penalty: 4905.136719
	Iteration 9F: 3 clusters Score -1382435 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1383181.250000 Penalty: 4905.136719
	Iteration 10F: 3 clusters Score -1383181 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1383997.375000 Penalty: 4905.136719
	Iteration 11Q: 3 clusters Score -1383997 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1384697.875000 Penalty: 4905.136719
	Iteration 12Q: 3 clusters Score -1384698 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1385243.250000 Penalty: 4905.136719
	Iteration 13Q: 3 clusters Score -1385243 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1385666.875000 Penalty: 4905.136719
	Iteration 14Q: 3 clusters Score -1385667 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1385959.125000 Penalty: 4905.136719
	Iteration 15Q: 3 clusters Score -1385959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1386141.500000 Penalty: 4905.136719
	Iteration 16Q: 3 clusters Score -1386142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1386255.500000 Penalty: 4905.136719
	Iteration 17Q: 3 clusters Score -1386256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1386317.625000 Penalty: 4905.136719
	Iteration 18Q: 3 clusters Score -1386318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1386362.125000 Penalty: 4905.136719
	Iteration 19Q: 3 clusters Score -1386362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1386389.625000 Penalty: 4905.136719
	Iteration 20F: 3 clusters Score -1386390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -1386415.125000 Penalty: 4905.136719
	Iteration 21Q: 3 clusters Score -1386415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1386424.750000 Penalty: 4905.136719
	Iteration 22Q: 3 clusters Score -1386425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1386438.250000 Penalty: 4905.136719
	Iteration 23Q: 3 clusters Score -1386438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1386446.625000 Penalty: 4905.136719
	Iteration 24Q: 3 clusters Score -1386447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1386454.500000 Penalty: 4905.136719
	Iteration 25Q: 3 clusters Score -1386454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -1386460.250000 Penalty: 4905.136719
	Iteration 26Q: 3 clusters Score -1386460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1386463.250000 Penalty: 4905.136719
	Iteration 27Q: 3 clusters Score -1386463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1386464.250000 Penalty: 4905.136719
	Iteration 28Q: 3 clusters Score -1386464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1386463.875000 Penalty: 4905.136719
	Iteration 29Q: 3 clusters Score -1386464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -1386466.250000 Penalty: 4905.136719
	Iteration 30Q: 3 clusters Score -1386466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -1386471.500000 Penalty: 4905.136719
	Iteration 31Q: 3 clusters Score -1386472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1386472.000000 Penalty: 4905.136719
	Iteration 32Q: 3 clusters Score -1386472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1386472.125000 Penalty: 4905.136719
	Iteration 33Q: 3 clusters Score -1386472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1386474.250000 Penalty: 4905.136719
	Iteration 34Q: 3 clusters Score -1386474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1386474.125000 Penalty: 4905.136719
	Iteration 35Q: 3 clusters Score -1386474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1386476.625000 Penalty: 4905.136719
	Iteration 36Q: 3 clusters Score -1386477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -1386476.250000 Penalty: 4905.136719
	Iteration 37Q: 3 clusters Score -1386476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1386480.000000 Penalty: 4905.136719
	Iteration 38Q: 3 clusters Score -1386480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1386482.125000 Penalty: 4905.136719
	Iteration 39Q: 3 clusters Score -1386482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1386483.375000 Penalty: 4905.136719
	Iteration 40F: 3 clusters Score -1386483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1386483.875000 Penalty: 4905.136719
	Iteration 41Q: 3 clusters Score -1386484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -1386483.875000 Penalty: 4905.136719
	Iteration 42F: 3 clusters Score -1386484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -187215.843750 Penalty: 1940.858887
	Iteration 0F: 2 clusters Score -187215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -184260.109375 Penalty: 3881.717773
	Iteration 0F: 3 clusters Score -184260.1 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -184858.296875 Penalty: 3881.717773
	Iteration 1F: 3 clusters Score -184858.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -185019.062500 Penalty: 3881.717773
	Iteration 2F: 3 clusters Score -185019.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -185126.156250 Penalty: 3881.717773
	Iteration 3Q: 3 clusters Score -185126.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -185207.578125 Penalty: 3881.717773
	Iteration 4Q: 3 clusters Score -185207.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185325.046875 Penalty: 3881.717773
	Iteration 5Q: 3 clusters Score -185325 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -185505.812500 Penalty: 3881.717773
	Iteration 6Q: 3 clusters Score -185505.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -185692.109375 Penalty: 3881.717773
	Iteration 7F: 3 clusters Score -185692.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -185841.875000 Penalty: 3881.717773
	Iteration 8Q: 3 clusters Score -185841.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -185940.031250 Penalty: 3881.717773
	Iteration 9Q: 3 clusters Score -185940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185997.906250 Penalty: 3881.717773
	Iteration 10Q: 3 clusters Score -185997.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -186046.875000 Penalty: 3881.717773
	Iteration 11Q: 3 clusters Score -186046.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -186075.937500 Penalty: 3881.717773
	Iteration 12Q: 3 clusters Score -186075.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -186094.625000 Penalty: 3881.717773
	Iteration 13Q: 3 clusters Score -186094.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -186110.875000 Penalty: 3881.717773
	Iteration 14Q: 3 clusters Score -186110.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -186128.078125 Penalty: 3881.717773
	Iteration 15Q: 3 clusters Score -186128.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -186141.718750 Penalty: 3881.717773
	Iteration 16Q: 3 clusters Score -186141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -186149.609375 Penalty: 3881.717773
	Iteration 17Q: 3 clusters Score -186149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -186154.312500 Penalty: 3881.717773
	Iteration 18Q: 3 clusters Score -186154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -186155.812500 Penalty: 3881.717773
	Iteration 19Q: 3 clusters Score -186155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -186156.187500 Penalty: 3881.717773
	Iteration 20F: 3 clusters Score -186156.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -186156.796875 Penalty: 3881.717773
	Iteration 21Q: 3 clusters Score -186156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -186156.796875 Penalty: 3881.717773
	Iteration 22F: 3 clusters Score -186156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Entering Unmasked Estep 
Score: -1057796.375000 Penalty: 2364.722900
	Iteration 0F: 2 clusters Score -1057796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1047689.625000 Penalty: 4729.445801
	Iteration 0F: 3 clusters Score -1047690 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1051091.875000 Penalty: 4729.445801
	Iteration 1F: 3 clusters Score -1051092 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1051891.000000 Penalty: 4729.445801
	Iteration 2F: 3 clusters Score -1051891 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1052701.125000 Penalty: 4729.445801
	Iteration 3F: 3 clusters Score -1052701 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1053497.625000 Penalty: 4729.445801
	Iteration 4F: 3 clusters Score -1053498 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1054324.000000 Penalty: 4729.445801
	Iteration 5F: 3 clusters Score -1054324 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1055050.500000 Penalty: 4729.445801
	Iteration 6F: 3 clusters Score -1055050 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1055662.500000 Penalty: 4729.445801
	Iteration 7Q: 3 clusters Score -1055662 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1056086.375000 Penalty: 4729.445801
	Iteration 8Q: 3 clusters Score -1056086 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1056360.625000 Penalty: 4729.445801
	Iteration 9Q: 3 clusters Score -1056361 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1056542.375000 Penalty: 4729.445801
	Iteration 10Q: 3 clusters Score -1056542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1056653.125000 Penalty: 4729.445801
	Iteration 11Q: 3 clusters Score -1056653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1056744.875000 Penalty: 4729.445801
	Iteration 12Q: 3 clusters Score -1056745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1056805.375000 Penalty: 4729.445801
	Iteration 13Q: 3 clusters Score -1056805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1056850.250000 Penalty: 4729.445801
	Iteration 14Q: 3 clusters Score -1056850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1056881.875000 Penalty: 4729.445801
	Iteration 15Q: 3 clusters Score -1056882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1056903.250000 Penalty: 4729.445801
	Iteration 16Q: 3 clusters Score -1056903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1056913.125000 Penalty: 4729.445801
	Iteration 17Q: 3 clusters Score -1056913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1056917.250000 Penalty: 4729.445801
	Iteration 18Q: 3 clusters Score -1056917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1056920.750000 Penalty: 4729.445801
	Iteration 19Q: 3 clusters Score -1056921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1056920.625000 Penalty: 4729.445801
	Iteration 20F: 3 clusters Score -1056921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1056921.500000 Penalty: 4729.445801
	Iteration 21Q: 3 clusters Score -1056922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1056925.375000 Penalty: 4729.445801
	Iteration 22Q: 3 clusters Score -1056925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1056924.625000 Penalty: 4729.445801
	Iteration 23Q: 3 clusters Score -1056925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1056928.250000 Penalty: 4729.445801
	Iteration 24Q: 3 clusters Score -1056928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1056927.375000 Penalty: 4729.445801
	Iteration 25Q: 3 clusters Score -1056927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1056928.500000 Penalty: 4729.445801
	Iteration 26Q: 3 clusters Score -1056928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1056930.125000 Penalty: 4729.445801
	Iteration 27Q: 3 clusters Score -1056930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1056931.625000 Penalty: 4729.445801
	Iteration 28Q: 3 clusters Score -1056932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1056930.625000 Penalty: 4729.445801
	Iteration 29Q: 3 clusters Score -1056931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1056932.625000 Penalty: 4729.445801
	Iteration 30Q: 3 clusters Score -1056933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1056932.375000 Penalty: 4729.445801
	Iteration 31Q: 3 clusters Score -1056932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1056932.375000 Penalty: 4729.445801
	Iteration 32F: 3 clusters Score -1056932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Entering Unmasked Estep 
Score: -4260256.500000 Penalty: 2691.846191
	Iteration 0F: 2 clusters Score -4260256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4225494.000000 Penalty: 5383.692383
	Iteration 0F: 3 clusters Score -4225494 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -4238979.500000 Penalty: 5383.692383
	Iteration 1F: 3 clusters Score -4238980 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -4239666.500000 Penalty: 5383.692383
	Iteration 2Q: 3 clusters Score -4239666 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4240452.000000 Penalty: 5383.692383
	Iteration 3Q: 3 clusters Score -4240452 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -4241504.500000 Penalty: 5383.692383
	Iteration 4Q: 3 clusters Score -4241504 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4242984.500000 Penalty: 5383.692383
	Iteration 5F: 3 clusters Score -4242984 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4245061.000000 Penalty: 5383.692383
	Iteration 6F: 3 clusters Score -4245061 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -4247802.500000 Penalty: 5383.692383
	Iteration 7F: 3 clusters Score -4247802 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -4250893.500000 Penalty: 5383.692383
	Iteration 8F: 3 clusters Score -4250894 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -4253570.500000 Penalty: 5383.692383
	Iteration 9F: 3 clusters Score -4253570 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -4255411.500000 Penalty: 5383.692383
	Iteration 10Q: 3 clusters Score -4255412 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -4256605.000000 Penalty: 5383.692383
	Iteration 11Q: 3 clusters Score -4256605 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -4257388.500000 Penalty: 5383.692383
	Iteration 12Q: 3 clusters Score -4257388 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -4257840.000000 Penalty: 5383.692383
	Iteration 13Q: 3 clusters Score -4257840 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -4258094.000000 Penalty: 5383.692383
	Iteration 14Q: 3 clusters Score -4258094 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -4258251.500000 Penalty: 5383.692383
	Iteration 15Q: 3 clusters Score -4258252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -4258343.000000 Penalty: 5383.692383
	Iteration 16Q: 3 clusters Score -4258343 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -4258420.500000 Penalty: 5383.692383
	Iteration 17Q: 3 clusters Score -4258420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -4258471.500000 Penalty: 5383.692383
	Iteration 18Q: 3 clusters Score -4258472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -4258501.000000 Penalty: 5383.692383
	Iteration 19Q: 3 clusters Score -4258501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -4258516.500000 Penalty: 5383.692383
	Iteration 20F: 3 clusters Score -4258516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -4258525.000000 Penalty: 5383.692383
	Iteration 21Q: 3 clusters Score -4258525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -4258528.000000 Penalty: 5383.692383
	Iteration 22Q: 3 clusters Score -4258528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -4258542.000000 Penalty: 5383.692383
	Iteration 23Q: 3 clusters Score -4258542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -4258547.500000 Penalty: 5383.692383
	Iteration 24Q: 3 clusters Score -4258548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -4258545.000000 Penalty: 5383.692383
	Iteration 25Q: 3 clusters Score -4258545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -4258551.000000 Penalty: 5383.692383
	Iteration 26Q: 3 clusters Score -4258551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -4258553.500000 Penalty: 5383.692383
	Iteration 27Q: 3 clusters Score -4258554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -4258562.500000 Penalty: 5383.692383
	Iteration 28Q: 3 clusters Score -4258562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -4258569.000000 Penalty: 5383.692383
	Iteration 29Q: 3 clusters Score -4258569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -4258565.000000 Penalty: 5383.692383
	Iteration 30Q: 3 clusters Score -4258565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -4258565.000000 Penalty: 5383.692383
	Iteration 31F: 3 clusters Score -4258565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Entering Unmasked Estep 
Score: -1432253.875000 Penalty: 2430.980469
	Iteration 0F: 2 clusters Score -1432254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1419334.500000 Penalty: 4861.960938
	Iteration 0F: 3 clusters Score -1419334 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1423513.250000 Penalty: 4861.960938
	Iteration 1F: 3 clusters Score -1423513 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1423904.125000 Penalty: 4861.960938
	Iteration 2F: 3 clusters Score -1423904 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1424261.500000 Penalty: 4861.960938
	Iteration 3Q: 3 clusters Score -1424262 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1424615.000000 Penalty: 4861.960938
	Iteration 4Q: 3 clusters Score -1424615 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1424998.250000 Penalty: 4861.960938
	Iteration 5Q: 3 clusters Score -1424998 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1425435.875000 Penalty: 4861.960938
	Iteration 6Q: 3 clusters Score -1425436 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1425879.750000 Penalty: 4861.960938
	Iteration 7Q: 3 clusters Score -1425880 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1426361.125000 Penalty: 4861.960938
	Iteration 8Q: 3 clusters Score -1426361 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1426835.125000 Penalty: 4861.960938
	Iteration 9Q: 3 clusters Score -1426835 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1427251.125000 Penalty: 4861.960938
	Iteration 10Q: 3 clusters Score -1427251 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1427609.125000 Penalty: 4861.960938
	Iteration 11Q: 3 clusters Score -1427609 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1427942.500000 Penalty: 4861.960938
	Iteration 12Q: 3 clusters Score -1427942 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1428242.625000 Penalty: 4861.960938
	Iteration 13Q: 3 clusters Score -1428243 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1428527.625000 Penalty: 4861.960938
	Iteration 14Q: 3 clusters Score -1428528 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1428762.500000 Penalty: 4861.960938
	Iteration 15Q: 3 clusters Score -1428762 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1428921.750000 Penalty: 4861.960938
	Iteration 16Q: 3 clusters Score -1428922 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1429043.000000 Penalty: 4861.960938
	Iteration 17Q: 3 clusters Score -1429043 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1429138.500000 Penalty: 4861.960938
	Iteration 18Q: 3 clusters Score -1429138 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1429210.125000 Penalty: 4861.960938
	Iteration 19Q: 3 clusters Score -1429210 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1429298.750000 Penalty: 4861.960938
	Iteration 20F: 3 clusters Score -1429299 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1429401.250000 Penalty: 4861.960938
	Iteration 21Q: 3 clusters Score -1429401 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1429520.625000 Penalty: 4861.960938
	Iteration 22Q: 3 clusters Score -1429521 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1429690.375000 Penalty: 4861.960938
	Iteration 23Q: 3 clusters Score -1429690 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1429841.750000 Penalty: 4861.960938
	Iteration 24Q: 3 clusters Score -1429842 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1429945.750000 Penalty: 4861.960938
	Iteration 25Q: 3 clusters Score -1429946 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1430025.250000 Penalty: 4861.960938
	Iteration 26Q: 3 clusters Score -1430025 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1430094.500000 Penalty: 4861.960938
	Iteration 27Q: 3 clusters Score -1430094 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1430146.500000 Penalty: 4861.960938
	Iteration 28Q: 3 clusters Score -1430146 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1430187.250000 Penalty: 4861.960938
	Iteration 29Q: 3 clusters Score -1430187 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1430224.500000 Penalty: 4861.960938
	Iteration 30Q: 3 clusters Score -1430224 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1430252.000000 Penalty: 4861.960938
	Iteration 31Q: 3 clusters Score -1430252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1430277.625000 Penalty: 4861.960938
	Iteration 32Q: 3 clusters Score -1430278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1430302.875000 Penalty: 4861.960938
	Iteration 33Q: 3 clusters Score -1430303 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1430321.500000 Penalty: 4861.960938
	Iteration 34Q: 3 clusters Score -1430322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1430339.375000 Penalty: 4861.960938
	Iteration 35Q: 3 clusters Score -1430339 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1430359.375000 Penalty: 4861.960938
	Iteration 36Q: 3 clusters Score -1430359 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1430376.125000 Penalty: 4861.960938
	Iteration 37Q: 3 clusters Score -1430376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1430398.125000 Penalty: 4861.960938
	Iteration 38Q: 3 clusters Score -1430398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1430415.125000 Penalty: 4861.960938
	Iteration 39Q: 3 clusters Score -1430415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1430431.375000 Penalty: 4861.960938
	Iteration 40F: 3 clusters Score -1430431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1430451.000000 Penalty: 4861.960938
	Iteration 41Q: 3 clusters Score -1430451 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1430474.750000 Penalty: 4861.960938
	Iteration 42Q: 3 clusters Score -1430475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1430488.625000 Penalty: 4861.960938
	Iteration 43Q: 3 clusters Score -1430489 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1430509.875000 Penalty: 4861.960938
	Iteration 44Q: 3 clusters Score -1430510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1430533.375000 Penalty: 4861.960938
	Iteration 45Q: 3 clusters Score -1430533 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1430554.750000 Penalty: 4861.960938
	Iteration 46Q: 3 clusters Score -1430555 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1430568.000000 Penalty: 4861.960938
	Iteration 47Q: 3 clusters Score -1430568 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1430585.375000 Penalty: 4861.960938
	Iteration 48Q: 3 clusters Score -1430585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1430598.250000 Penalty: 4861.960938
	Iteration 49Q: 3 clusters Score -1430598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1430608.000000 Penalty: 4861.960938
	Iteration 50Q: 3 clusters Score -1430608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1430628.125000 Penalty: 4861.960938
	Iteration 51Q: 3 clusters Score -1430628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1430643.125000 Penalty: 4861.960938
	Iteration 52Q: 3 clusters Score -1430643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1430662.625000 Penalty: 4861.960938
	Iteration 53Q: 3 clusters Score -1430663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1430668.750000 Penalty: 4861.960938
	Iteration 54Q: 3 clusters Score -1430669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1430681.250000 Penalty: 4861.960938
	Iteration 55Q: 3 clusters Score -1430681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1430688.375000 Penalty: 4861.960938
	Iteration 56Q: 3 clusters Score -1430688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1430694.875000 Penalty: 4861.960938
	Iteration 57Q: 3 clusters Score -1430695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1430697.625000 Penalty: 4861.960938
	Iteration 58Q: 3 clusters Score -1430698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1430706.625000 Penalty: 4861.960938
	Iteration 59Q: 3 clusters Score -1430707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1430713.375000 Penalty: 4861.960938
	Iteration 60F: 3 clusters Score -1430713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1430723.125000 Penalty: 4861.960938
	Iteration 61Q: 3 clusters Score -1430723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1430731.250000 Penalty: 4861.960938
	Iteration 62Q: 3 clusters Score -1430731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1430739.125000 Penalty: 4861.960938
	Iteration 63Q: 3 clusters Score -1430739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1430751.000000 Penalty: 4861.960938
	Iteration 64Q: 3 clusters Score -1430751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1430761.500000 Penalty: 4861.960938
	Iteration 65Q: 3 clusters Score -1430762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1430771.250000 Penalty: 4861.960938
	Iteration 66Q: 3 clusters Score -1430771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1430781.875000 Penalty: 4861.960938
	Iteration 67Q: 3 clusters Score -1430782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1430787.750000 Penalty: 4861.960938
	Iteration 68Q: 3 clusters Score -1430788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1430794.500000 Penalty: 4861.960938
	Iteration 69Q: 3 clusters Score -1430794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1430801.125000 Penalty: 4861.960938
	Iteration 70Q: 3 clusters Score -1430801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1430803.625000 Penalty: 4861.960938
	Iteration 71Q: 3 clusters Score -1430804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1430806.250000 Penalty: 4861.960938
	Iteration 72Q: 3 clusters Score -1430806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1430808.375000 Penalty: 4861.960938
	Iteration 73Q: 3 clusters Score -1430808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1430815.500000 Penalty: 4861.960938
	Iteration 74Q: 3 clusters Score -1430816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1430817.625000 Penalty: 4861.960938
	Iteration 75Q: 3 clusters Score -1430818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1430818.125000 Penalty: 4861.960938
	Iteration 76Q: 3 clusters Score -1430818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1430815.250000 Penalty: 4861.960938
	Iteration 77Q: 3 clusters Score -1430815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1430816.375000 Penalty: 4861.960938
	Iteration 78Q: 3 clusters Score -1430816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1430816.750000 Penalty: 4861.960938
	Iteration 79Q: 3 clusters Score -1430817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1430817.250000 Penalty: 4861.960938
	Iteration 80F: 3 clusters Score -1430817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1430817.750000 Penalty: 4861.960938
	Iteration 81Q: 3 clusters Score -1430818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1430817.625000 Penalty: 4861.960938
	Iteration 82Q: 3 clusters Score -1430818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1430820.500000 Penalty: 4861.960938
	Iteration 83Q: 3 clusters Score -1430820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1430822.125000 Penalty: 4861.960938
	Iteration 84Q: 3 clusters Score -1430822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1430821.375000 Penalty: 4861.960938
	Iteration 85Q: 3 clusters Score -1430821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1430821.625000 Penalty: 4861.960938
	Iteration 86Q: 3 clusters Score -1430822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1430819.750000 Penalty: 4861.960938
	Iteration 87Q: 3 clusters Score -1430820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1430816.000000 Penalty: 4861.960938
	Iteration 88Q: 3 clusters Score -1430816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1430820.750000 Penalty: 4861.960938
	Iteration 89Q: 3 clusters Score -1430821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1430826.000000 Penalty: 4861.960938
	Iteration 90Q: 3 clusters Score -1430826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1430827.500000 Penalty: 4861.960938
	Iteration 91Q: 3 clusters Score -1430828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1430829.000000 Penalty: 4861.960938
	Iteration 92Q: 3 clusters Score -1430829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1430832.625000 Penalty: 4861.960938
	Iteration 93Q: 3 clusters Score -1430833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1430833.750000 Penalty: 4861.960938
	Iteration 94Q: 3 clusters Score -1430834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1430837.000000 Penalty: 4861.960938
	Iteration 95Q: 3 clusters Score -1430837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1430837.375000 Penalty: 4861.960938
	Iteration 96Q: 3 clusters Score -1430837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1430838.500000 Penalty: 4861.960938
	Iteration 97Q: 3 clusters Score -1430838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1430837.750000 Penalty: 4861.960938
	Iteration 98Q: 3 clusters Score -1430838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1430838.500000 Penalty: 4861.960938
	Iteration 99Q: 3 clusters Score -1430838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1430838.250000 Penalty: 4861.960938
	Iteration 100F: 3 clusters Score -1430838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1430837.625000 Penalty: 4861.960938
	Iteration 101Q: 3 clusters Score -1430838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1430838.375000 Penalty: 4861.960938
	Iteration 102Q: 3 clusters Score -1430838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1430841.250000 Penalty: 4861.960938
	Iteration 103Q: 3 clusters Score -1430841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1430842.625000 Penalty: 4861.960938
	Iteration 104Q: 3 clusters Score -1430843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1430842.750000 Penalty: 4861.960938
	Iteration 105Q: 3 clusters Score -1430843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1430842.875000 Penalty: 4861.960938
	Iteration 106Q: 3 clusters Score -1430843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1430843.125000 Penalty: 4861.960938
	Iteration 107Q: 3 clusters Score -1430843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1430843.125000 Penalty: 4861.960938
	Iteration 108Q: 3 clusters Score -1430843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1430844.375000 Penalty: 4861.960938
	Iteration 109Q: 3 clusters Score -1430844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1430844.375000 Penalty: 4861.960938
	Iteration 110F: 3 clusters Score -1430844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Entering Unmasked Estep 
Score: -615345.937500 Penalty: 2221.302734
	Iteration 0F: 2 clusters Score -615345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -609094.187500 Penalty: 4442.605469
	Iteration 0F: 3 clusters Score -609094.2 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -610858.750000 Penalty: 4442.605469
	Iteration 1F: 3 clusters Score -610858.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -611186.625000 Penalty: 4442.605469
	Iteration 2F: 3 clusters Score -611186.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -611389.437500 Penalty: 4442.605469
	Iteration 3F: 3 clusters Score -611389.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -611594.187500 Penalty: 4442.605469
	Iteration 4Q: 3 clusters Score -611594.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -611808.375000 Penalty: 4442.605469
	Iteration 5Q: 3 clusters Score -611808.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -612049.250000 Penalty: 4442.605469
	Iteration 6Q: 3 clusters Score -612049.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -612305.312500 Penalty: 4442.605469
	Iteration 7Q: 3 clusters Score -612305.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -612537.187500 Penalty: 4442.605469
	Iteration 8Q: 3 clusters Score -612537.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -612749.812500 Penalty: 4442.605469
	Iteration 9Q: 3 clusters Score -612749.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -612945.000000 Penalty: 4442.605469
	Iteration 10Q: 3 clusters Score -612945 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -613111.812500 Penalty: 4442.605469
	Iteration 11Q: 3 clusters Score -613111.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -613225.312500 Penalty: 4442.605469
	Iteration 12Q: 3 clusters Score -613225.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -613309.125000 Penalty: 4442.605469
	Iteration 13Q: 3 clusters Score -613309.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -613368.687500 Penalty: 4442.605469
	Iteration 14Q: 3 clusters Score -613368.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -613418.250000 Penalty: 4442.605469
	Iteration 15Q: 3 clusters Score -613418.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -613461.500000 Penalty: 4442.605469
	Iteration 16Q: 3 clusters Score -613461.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -613500.562500 Penalty: 4442.605469
	Iteration 17Q: 3 clusters Score -613500.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -613536.187500 Penalty: 4442.605469
	Iteration 18Q: 3 clusters Score -613536.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -613549.812500 Penalty: 4442.605469
	Iteration 19Q: 3 clusters Score -613549.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -613567.500000 Penalty: 4442.605469
	Iteration 20F: 3 clusters Score -613567.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -613578.000000 Penalty: 4442.605469
	Iteration 21Q: 3 clusters Score -613578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -613587.812500 Penalty: 4442.605469
	Iteration 22Q: 3 clusters Score -613587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -613593.062500 Penalty: 4442.605469
	Iteration 23Q: 3 clusters Score -613593.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -613602.250000 Penalty: 4442.605469
	Iteration 24Q: 3 clusters Score -613602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -613611.937500 Penalty: 4442.605469
	Iteration 25Q: 3 clusters Score -613611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -613616.312500 Penalty: 4442.605469
	Iteration 26Q: 3 clusters Score -613616.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -613621.250000 Penalty: 4442.605469
	Iteration 27Q: 3 clusters Score -613621.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -613627.500000 Penalty: 4442.605469
	Iteration 28Q: 3 clusters Score -613627.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -613632.250000 Penalty: 4442.605469
	Iteration 29Q: 3 clusters Score -613632.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -613637.812500 Penalty: 4442.605469
	Iteration 30Q: 3 clusters Score -613637.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -613642.000000 Penalty: 4442.605469
	Iteration 31Q: 3 clusters Score -613642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -613643.937500 Penalty: 4442.605469
	Iteration 32Q: 3 clusters Score -613643.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -613649.687500 Penalty: 4442.605469
	Iteration 33Q: 3 clusters Score -613649.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -613653.437500 Penalty: 4442.605469
	Iteration 34Q: 3 clusters Score -613653.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -613657.812500 Penalty: 4442.605469
	Iteration 35Q: 3 clusters Score -613657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -613662.125000 Penalty: 4442.605469
	Iteration 36Q: 3 clusters Score -613662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -613665.562500 Penalty: 4442.605469
	Iteration 37Q: 3 clusters Score -613665.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -613669.312500 Penalty: 4442.605469
	Iteration 38Q: 3 clusters Score -613669.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -613677.312500 Penalty: 4442.605469
	Iteration 39Q: 3 clusters Score -613677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -613683.812500 Penalty: 4442.605469
	Iteration 40F: 3 clusters Score -613683.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -613688.125000 Penalty: 4442.605469
	Iteration 41Q: 3 clusters Score -613688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -613692.875000 Penalty: 4442.605469
	Iteration 42Q: 3 clusters Score -613692.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -613698.187500 Penalty: 4442.605469
	Iteration 43Q: 3 clusters Score -613698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -613702.875000 Penalty: 4442.605469
	Iteration 44Q: 3 clusters Score -613702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -613705.750000 Penalty: 4442.605469
	Iteration 45Q: 3 clusters Score -613705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -613708.125000 Penalty: 4442.605469
	Iteration 46Q: 3 clusters Score -613708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -613710.937500 Penalty: 4442.605469
	Iteration 47Q: 3 clusters Score -613710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -613713.562500 Penalty: 4442.605469
	Iteration 48Q: 3 clusters Score -613713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -613713.875000 Penalty: 4442.605469
	Iteration 49Q: 3 clusters Score -613713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -613714.375000 Penalty: 4442.605469
	Iteration 50Q: 3 clusters Score -613714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -613712.812500 Penalty: 4442.605469
	Iteration 51Q: 3 clusters Score -613712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -613712.812500 Penalty: 4442.605469
	Iteration 52F: 3 clusters Score -613712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Entering Unmasked Estep 
Score: -13146742.000000 Penalty: 2973.839355
	Iteration 0F: 2 clusters Score -1.314674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -13038571.000000 Penalty: 5947.678711
	Iteration 0F: 3 clusters Score -1.303857e+07 nChanged 77491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -13083351.000000 Penalty: 5947.678711
	Iteration 1F: 3 clusters Score -1.308335e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -13083979.000000 Penalty: 5947.678711
	Iteration 2Q: 3 clusters Score -1.308398e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 78063 members 
Entering Unmasked Estep 
Score: -13084735.000000 Penalty: 5947.678711
	Iteration 3Q: 3 clusters Score -1.308474e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -13085530.000000 Penalty: 5947.678711
	Iteration 4Q: 3 clusters Score -1.308553e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -13086551.000000 Penalty: 5947.678711
	Iteration 5Q: 3 clusters Score -1.308655e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -13088179.000000 Penalty: 5947.678711
	Iteration 6Q: 3 clusters Score -1.308818e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -13091277.000000 Penalty: 5947.678711
	Iteration 7Q: 3 clusters Score -1.309128e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -13096386.000000 Penalty: 5947.678711
	Iteration 8F: 3 clusters Score -1.309639e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -13104510.000000 Penalty: 5947.678711
	Iteration 9F: 3 clusters Score -1.310451e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -13114856.000000 Penalty: 5947.678711
	Iteration 10F: 3 clusters Score -1.311486e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138725 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -13124896.000000 Penalty: 5947.678711
	Iteration 11F: 3 clusters Score -1.31249e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -13132515.000000 Penalty: 5947.678711
	Iteration 12F: 3 clusters Score -1.313252e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -13137405.000000 Penalty: 5947.678711
	Iteration 13Q: 3 clusters Score -1.31374e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156402 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -13140376.000000 Penalty: 5947.678711
	Iteration 14Q: 3 clusters Score -1.314038e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158546 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -13142163.000000 Penalty: 5947.678711
	Iteration 15Q: 3 clusters Score -1.314216e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13143028.000000 Penalty: 5947.678711
	Iteration 16Q: 3 clusters Score -1.314303e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13143463.000000 Penalty: 5947.678711
	Iteration 17Q: 3 clusters Score -1.314346e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160606 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13143680.000000 Penalty: 5947.678711
	Iteration 18Q: 3 clusters Score -1.314368e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160745 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -13143840.000000 Penalty: 5947.678711
	Iteration 19Q: 3 clusters Score -1.314384e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13143935.000000 Penalty: 5947.678711
	Iteration 20F: 3 clusters Score -1.314394e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160877 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13144001.000000 Penalty: 5947.678711
	Iteration 21Q: 3 clusters Score -1.3144e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13144054.000000 Penalty: 5947.678711
	Iteration 22Q: 3 clusters Score -1.314405e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160944 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13144064.000000 Penalty: 5947.678711
	Iteration 23Q: 3 clusters Score -1.314406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13144092.000000 Penalty: 5947.678711
	Iteration 24Q: 3 clusters Score -1.314409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13144102.000000 Penalty: 5947.678711
	Iteration 25Q: 3 clusters Score -1.31441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -13144114.000000 Penalty: 5947.678711
	Iteration 26Q: 3 clusters Score -1.314411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13144112.000000 Penalty: 5947.678711
	Iteration 27Q: 3 clusters Score -1.314411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160967 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13144118.000000 Penalty: 5947.678711
	Iteration 28Q: 3 clusters Score -1.314412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160967 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13144118.000000 Penalty: 5947.678711
	Iteration 29Q: 3 clusters Score -1.314412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160967 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13144118.000000 Penalty: 5947.678711
	Iteration 30F: 3 clusters Score -1.314412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -106518.218750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -106518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104219.023438 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -104219 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -104548.625000 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -104548.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104673.507812 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -104673.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -104737.492188 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -104737.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104768.390625 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -104768.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104787.328125 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -104787.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104810.828125 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -104810.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104834.625000 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -104834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104854.867188 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -104854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104867.515625 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -104867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104876.031250 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -104876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104881.187500 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -104881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104884.343750 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -104884.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -104885.710938 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -104885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104888.601562 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -104888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104888.601562 Penalty: 3608.141846
	Iteration 15F: 3 clusters Score -104888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Entering Unmasked Estep 
Score: -273759.812500 Penalty: 2071.140869
	Iteration 0F: 2 clusters Score -273759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -269711.562500 Penalty: 4142.281738
	Iteration 0F: 3 clusters Score -269711.6 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -270809.343750 Penalty: 4142.281738
	Iteration 1F: 3 clusters Score -270809.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -271091.031250 Penalty: 4142.281738
	Iteration 2F: 3 clusters Score -271091 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -271310.531250 Penalty: 4142.281738
	Iteration 3F: 3 clusters Score -271310.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -271522.156250 Penalty: 4142.281738
	Iteration 4F: 3 clusters Score -271522.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -271752.281250 Penalty: 4142.281738
	Iteration 5Q: 3 clusters Score -271752.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -271987.250000 Penalty: 4142.281738
	Iteration 6Q: 3 clusters Score -271987.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -272180.937500 Penalty: 4142.281738
	Iteration 7Q: 3 clusters Score -272180.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -272327.187500 Penalty: 4142.281738
	Iteration 8Q: 3 clusters Score -272327.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -272424.500000 Penalty: 4142.281738
	Iteration 9Q: 3 clusters Score -272424.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -272508.718750 Penalty: 4142.281738
	Iteration 10Q: 3 clusters Score -272508.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -272570.875000 Penalty: 4142.281738
	Iteration 11Q: 3 clusters Score -272570.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -272609.125000 Penalty: 4142.281738
	Iteration 12Q: 3 clusters Score -272609.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -272640.625000 Penalty: 4142.281738
	Iteration 13Q: 3 clusters Score -272640.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -272661.250000 Penalty: 4142.281738
	Iteration 14Q: 3 clusters Score -272661.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -272674.062500 Penalty: 4142.281738
	Iteration 15Q: 3 clusters Score -272674.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -272685.812500 Penalty: 4142.281738
	Iteration 16Q: 3 clusters Score -272685.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -272697.906250 Penalty: 4142.281738
	Iteration 17Q: 3 clusters Score -272697.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -272707.812500 Penalty: 4142.281738
	Iteration 18Q: 3 clusters Score -272707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -272721.875000 Penalty: 4142.281738
	Iteration 19Q: 3 clusters Score -272721.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -272742.562500 Penalty: 4142.281738
	Iteration 20F: 3 clusters Score -272742.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -272758.781250 Penalty: 4142.281738
	Iteration 21Q: 3 clusters Score -272758.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -272766.468750 Penalty: 4142.281738
	Iteration 22Q: 3 clusters Score -272766.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -272774.625000 Penalty: 4142.281738
	Iteration 23Q: 3 clusters Score -272774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -272780.500000 Penalty: 4142.281738
	Iteration 24Q: 3 clusters Score -272780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -272783.656250 Penalty: 4142.281738
	Iteration 25Q: 3 clusters Score -272783.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -272786.343750 Penalty: 4142.281738
	Iteration 26Q: 3 clusters Score -272786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -272789.656250 Penalty: 4142.281738
	Iteration 27Q: 3 clusters Score -272789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -272790.468750 Penalty: 4142.281738
	Iteration 28Q: 3 clusters Score -272790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -272791.625000 Penalty: 4142.281738
	Iteration 29Q: 3 clusters Score -272791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -272791.625000 Penalty: 4142.281738
	Iteration 30Q: 3 clusters Score -272791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -272792.250000 Penalty: 4142.281738
	Iteration 31Q: 3 clusters Score -272792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -272792.250000 Penalty: 4142.281738
	Iteration 32F: 3 clusters Score -272792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Entering Unmasked Estep 
Score: -2301035.500000 Penalty: 2547.252930
	Iteration 0F: 2 clusters Score -2301036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2281134.750000 Penalty: 5094.505859
	Iteration 0F: 3 clusters Score -2281135 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2288340.750000 Penalty: 5094.505859
	Iteration 1F: 3 clusters Score -2288341 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2288824.750000 Penalty: 5094.505859
	Iteration 2Q: 3 clusters Score -2288825 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2289317.250000 Penalty: 5094.505859
	Iteration 3Q: 3 clusters Score -2289317 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2289958.250000 Penalty: 5094.505859
	Iteration 4Q: 3 clusters Score -2289958 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2290903.750000 Penalty: 5094.505859
	Iteration 5F: 3 clusters Score -2290904 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2292196.500000 Penalty: 5094.505859
	Iteration 6F: 3 clusters Score -2292196 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2293834.750000 Penalty: 5094.505859
	Iteration 7F: 3 clusters Score -2293835 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2295525.250000 Penalty: 5094.505859
	Iteration 8F: 3 clusters Score -2295525 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2296836.000000 Penalty: 5094.505859
	Iteration 9Q: 3 clusters Score -2296836 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2297662.000000 Penalty: 5094.505859
	Iteration 10Q: 3 clusters Score -2297662 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2298161.250000 Penalty: 5094.505859
	Iteration 11Q: 3 clusters Score -2298161 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2298438.500000 Penalty: 5094.505859
	Iteration 12Q: 3 clusters Score -2298438 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2298594.250000 Penalty: 5094.505859
	Iteration 13Q: 3 clusters Score -2298594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2298691.000000 Penalty: 5094.505859
	Iteration 14Q: 3 clusters Score -2298691 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2298766.750000 Penalty: 5094.505859
	Iteration 15Q: 3 clusters Score -2298767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2298832.500000 Penalty: 5094.505859
	Iteration 16Q: 3 clusters Score -2298832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2298883.000000 Penalty: 5094.505859
	Iteration 17Q: 3 clusters Score -2298883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2298899.750000 Penalty: 5094.505859
	Iteration 18Q: 3 clusters Score -2298900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2298926.750000 Penalty: 5094.505859
	Iteration 19Q: 3 clusters Score -2298927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2298945.750000 Penalty: 5094.505859
	Iteration 20F: 3 clusters Score -2298946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2298957.750000 Penalty: 5094.505859
	Iteration 21Q: 3 clusters Score -2298958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2298966.750000 Penalty: 5094.505859
	Iteration 22Q: 3 clusters Score -2298967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2298974.750000 Penalty: 5094.505859
	Iteration 23Q: 3 clusters Score -2298975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2298989.250000 Penalty: 5094.505859
	Iteration 24Q: 3 clusters Score -2298989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2299000.500000 Penalty: 5094.505859
	Iteration 25Q: 3 clusters Score -2299000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2299015.000000 Penalty: 5094.505859
	Iteration 26Q: 3 clusters Score -2299015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2299032.000000 Penalty: 5094.505859
	Iteration 27Q: 3 clusters Score -2299032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2299044.000000 Penalty: 5094.505859
	Iteration 28Q: 3 clusters Score -2299044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2299061.750000 Penalty: 5094.505859
	Iteration 29Q: 3 clusters Score -2299062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2299073.750000 Penalty: 5094.505859
	Iteration 30Q: 3 clusters Score -2299074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2299075.000000 Penalty: 5094.505859
	Iteration 31Q: 3 clusters Score -2299075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2299082.500000 Penalty: 5094.505859
	Iteration 32Q: 3 clusters Score -2299082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2299088.500000 Penalty: 5094.505859
	Iteration 33Q: 3 clusters Score -2299088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2299091.250000 Penalty: 5094.505859
	Iteration 34Q: 3 clusters Score -2299091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2299093.500000 Penalty: 5094.505859
	Iteration 35Q: 3 clusters Score -2299094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2299101.250000 Penalty: 5094.505859
	Iteration 36Q: 3 clusters Score -2299101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2299096.750000 Penalty: 5094.505859
	Iteration 37Q: 3 clusters Score -2299097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2299102.250000 Penalty: 5094.505859
	Iteration 38Q: 3 clusters Score -2299102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2299106.250000 Penalty: 5094.505859
	Iteration 39Q: 3 clusters Score -2299106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2299116.000000 Penalty: 5094.505859
	Iteration 40F: 3 clusters Score -2299116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2299123.750000 Penalty: 5094.505859
	Iteration 41Q: 3 clusters Score -2299124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2299134.750000 Penalty: 5094.505859
	Iteration 42Q: 3 clusters Score -2299135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2299136.250000 Penalty: 5094.505859
	Iteration 43Q: 3 clusters Score -2299136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2299144.000000 Penalty: 5094.505859
	Iteration 44Q: 3 clusters Score -2299144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2299149.250000 Penalty: 5094.505859
	Iteration 45Q: 3 clusters Score -2299149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2299149.000000 Penalty: 5094.505859
	Iteration 46Q: 3 clusters Score -2299149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2299149.500000 Penalty: 5094.505859
	Iteration 47Q: 3 clusters Score -2299150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2299148.000000 Penalty: 5094.505859
	Iteration 48Q: 3 clusters Score -2299148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2299148.000000 Penalty: 5094.505859
	Iteration 49F: 3 clusters Score -2299148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Entering Unmasked Estep 
Score: -1063044.875000 Penalty: 2354.534424
	Iteration 0F: 2 clusters Score -1063045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1053310.500000 Penalty: 4709.068848
	Iteration 0F: 3 clusters Score -1053310 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1056397.250000 Penalty: 4709.068848
	Iteration 1F: 3 clusters Score -1056397 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1056741.000000 Penalty: 4709.068848
	Iteration 2F: 3 clusters Score -1056741 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1056975.000000 Penalty: 4709.068848
	Iteration 3Q: 3 clusters Score -1056975 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1057147.125000 Penalty: 4709.068848
	Iteration 4Q: 3 clusters Score -1057147 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1057289.375000 Penalty: 4709.068848
	Iteration 5Q: 3 clusters Score -1057289 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1057426.125000 Penalty: 4709.068848
	Iteration 6Q: 3 clusters Score -1057426 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1057566.375000 Penalty: 4709.068848
	Iteration 7Q: 3 clusters Score -1057566 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1057723.000000 Penalty: 4709.068848
	Iteration 8Q: 3 clusters Score -1057723 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1057914.375000 Penalty: 4709.068848
	Iteration 9Q: 3 clusters Score -1057914 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1058118.750000 Penalty: 4709.068848
	Iteration 10Q: 3 clusters Score -1058119 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1058348.375000 Penalty: 4709.068848
	Iteration 11Q: 3 clusters Score -1058348 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1058590.375000 Penalty: 4709.068848
	Iteration 12Q: 3 clusters Score -1058590 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1058861.000000 Penalty: 4709.068848
	Iteration 13Q: 3 clusters Score -1058861 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1059141.750000 Penalty: 4709.068848
	Iteration 14Q: 3 clusters Score -1059142 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1059398.000000 Penalty: 4709.068848
	Iteration 15Q: 3 clusters Score -1059398 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1059630.875000 Penalty: 4709.068848
	Iteration 16Q: 3 clusters Score -1059631 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1059816.375000 Penalty: 4709.068848
	Iteration 17Q: 3 clusters Score -1059816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1059987.375000 Penalty: 4709.068848
	Iteration 18Q: 3 clusters Score -1059987 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1060117.375000 Penalty: 4709.068848
	Iteration 19Q: 3 clusters Score -1060117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1060207.250000 Penalty: 4709.068848
	Iteration 20F: 3 clusters Score -1060207 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1060285.500000 Penalty: 4709.068848
	Iteration 21Q: 3 clusters Score -1060286 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1060348.375000 Penalty: 4709.068848
	Iteration 22Q: 3 clusters Score -1060348 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1060403.250000 Penalty: 4709.068848
	Iteration 23Q: 3 clusters Score -1060403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1060451.250000 Penalty: 4709.068848
	Iteration 24Q: 3 clusters Score -1060451 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1060499.750000 Penalty: 4709.068848
	Iteration 25Q: 3 clusters Score -1060500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1060552.750000 Penalty: 4709.068848
	Iteration 26Q: 3 clusters Score -1060553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1060604.500000 Penalty: 4709.068848
	Iteration 27Q: 3 clusters Score -1060604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1060645.125000 Penalty: 4709.068848
	Iteration 28Q: 3 clusters Score -1060645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1060680.125000 Penalty: 4709.068848
	Iteration 29Q: 3 clusters Score -1060680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1060697.750000 Penalty: 4709.068848
	Iteration 30Q: 3 clusters Score -1060698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1060710.750000 Penalty: 4709.068848
	Iteration 31Q: 3 clusters Score -1060711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1060727.250000 Penalty: 4709.068848
	Iteration 32Q: 3 clusters Score -1060727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1060736.500000 Penalty: 4709.068848
	Iteration 33Q: 3 clusters Score -1060736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1060750.125000 Penalty: 4709.068848
	Iteration 34Q: 3 clusters Score -1060750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1060761.625000 Penalty: 4709.068848
	Iteration 35Q: 3 clusters Score -1060762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1060787.500000 Penalty: 4709.068848
	Iteration 36Q: 3 clusters Score -1060788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1060802.750000 Penalty: 4709.068848
	Iteration 37Q: 3 clusters Score -1060803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1060824.500000 Penalty: 4709.068848
	Iteration 38Q: 3 clusters Score -1060824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1060852.000000 Penalty: 4709.068848
	Iteration 39Q: 3 clusters Score -1060852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1060874.625000 Penalty: 4709.068848
	Iteration 40F: 3 clusters Score -1060875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1060896.375000 Penalty: 4709.068848
	Iteration 41Q: 3 clusters Score -1060896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1060909.250000 Penalty: 4709.068848
	Iteration 42Q: 3 clusters Score -1060909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1060921.000000 Penalty: 4709.068848
	Iteration 43Q: 3 clusters Score -1060921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1060928.125000 Penalty: 4709.068848
	Iteration 44Q: 3 clusters Score -1060928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1060932.000000 Penalty: 4709.068848
	Iteration 45Q: 3 clusters Score -1060932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1060934.000000 Penalty: 4709.068848
	Iteration 46Q: 3 clusters Score -1060934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1060940.250000 Penalty: 4709.068848
	Iteration 47Q: 3 clusters Score -1060940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1060946.375000 Penalty: 4709.068848
	Iteration 48Q: 3 clusters Score -1060946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1060955.000000 Penalty: 4709.068848
	Iteration 49Q: 3 clusters Score -1060955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1060968.750000 Penalty: 4709.068848
	Iteration 50Q: 3 clusters Score -1060969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1060980.000000 Penalty: 4709.068848
	Iteration 51Q: 3 clusters Score -1060980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1060986.000000 Penalty: 4709.068848
	Iteration 52Q: 3 clusters Score -1060986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1060990.750000 Penalty: 4709.068848
	Iteration 53Q: 3 clusters Score -1060991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1060993.750000 Penalty: 4709.068848
	Iteration 54Q: 3 clusters Score -1060994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1060996.625000 Penalty: 4709.068848
	Iteration 55Q: 3 clusters Score -1060997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1061001.125000 Penalty: 4709.068848
	Iteration 56Q: 3 clusters Score -1061001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1061002.875000 Penalty: 4709.068848
	Iteration 57Q: 3 clusters Score -1061003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1061003.750000 Penalty: 4709.068848
	Iteration 58Q: 3 clusters Score -1061004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1061005.875000 Penalty: 4709.068848
	Iteration 59Q: 3 clusters Score -1061006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1061006.875000 Penalty: 4709.068848
	Iteration 60F: 3 clusters Score -1061007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1061008.500000 Penalty: 4709.068848
	Iteration 61Q: 3 clusters Score -1061008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1061008.250000 Penalty: 4709.068848
	Iteration 62Q: 3 clusters Score -1061008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1061008.750000 Penalty: 4709.068848
	Iteration 63Q: 3 clusters Score -1061009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1061008.750000 Penalty: 4709.068848
	Iteration 64F: 3 clusters Score -1061009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Entering Unmasked Estep 
Score: -1606720.250000 Penalty: 2462.442627
	Iteration 0F: 2 clusters Score -1606720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1592370.750000 Penalty: 4924.885254
	Iteration 0F: 3 clusters Score -1592371 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1597454.875000 Penalty: 4924.885254
	Iteration 1F: 3 clusters Score -1597455 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1598088.250000 Penalty: 4924.885254
	Iteration 2F: 3 clusters Score -1598088 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1598885.500000 Penalty: 4924.885254
	Iteration 3F: 3 clusters Score -1598886 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1599726.625000 Penalty: 4924.885254
	Iteration 4F: 3 clusters Score -1599727 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1600485.750000 Penalty: 4924.885254
	Iteration 5F: 3 clusters Score -1600486 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1601166.750000 Penalty: 4924.885254
	Iteration 6F: 3 clusters Score -1601167 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1601804.250000 Penalty: 4924.885254
	Iteration 7F: 3 clusters Score -1601804 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1602318.125000 Penalty: 4924.885254
	Iteration 8Q: 3 clusters Score -1602318 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1602761.000000 Penalty: 4924.885254
	Iteration 9Q: 3 clusters Score -1602761 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1603124.875000 Penalty: 4924.885254
	Iteration 10Q: 3 clusters Score -1603125 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1603425.500000 Penalty: 4924.885254
	Iteration 11Q: 3 clusters Score -1603426 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1603698.250000 Penalty: 4924.885254
	Iteration 12Q: 3 clusters Score -1603698 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1603991.875000 Penalty: 4924.885254
	Iteration 13Q: 3 clusters Score -1603992 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1604306.750000 Penalty: 4924.885254
	Iteration 14Q: 3 clusters Score -1604307 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1604603.625000 Penalty: 4924.885254
	Iteration 15Q: 3 clusters Score -1604604 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1604826.500000 Penalty: 4924.885254
	Iteration 16Q: 3 clusters Score -1604826 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1605004.875000 Penalty: 4924.885254
	Iteration 17Q: 3 clusters Score -1605005 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1605115.250000 Penalty: 4924.885254
	Iteration 18Q: 3 clusters Score -1605115 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1605196.625000 Penalty: 4924.885254
	Iteration 19Q: 3 clusters Score -1605197 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1605258.625000 Penalty: 4924.885254
	Iteration 20F: 3 clusters Score -1605259 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1605298.875000 Penalty: 4924.885254
	Iteration 21Q: 3 clusters Score -1605299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1605340.500000 Penalty: 4924.885254
	Iteration 22Q: 3 clusters Score -1605340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1605377.000000 Penalty: 4924.885254
	Iteration 23Q: 3 clusters Score -1605377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1605403.000000 Penalty: 4924.885254
	Iteration 24Q: 3 clusters Score -1605403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1605414.500000 Penalty: 4924.885254
	Iteration 25Q: 3 clusters Score -1605414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -1605425.375000 Penalty: 4924.885254
	Iteration 26Q: 3 clusters Score -1605425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -1605432.000000 Penalty: 4924.885254
	Iteration 27Q: 3 clusters Score -1605432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1605432.125000 Penalty: 4924.885254
	Iteration 28Q: 3 clusters Score -1605432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1605438.000000 Penalty: 4924.885254
	Iteration 29Q: 3 clusters Score -1605438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1605440.375000 Penalty: 4924.885254
	Iteration 30Q: 3 clusters Score -1605440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1605439.125000 Penalty: 4924.885254
	Iteration 31Q: 3 clusters Score -1605439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1605437.750000 Penalty: 4924.885254
	Iteration 32Q: 3 clusters Score -1605438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1605440.500000 Penalty: 4924.885254
	Iteration 33Q: 3 clusters Score -1605440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1605440.500000 Penalty: 4924.885254
	Iteration 34F: 3 clusters Score -1605440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (253368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253368 members 
Entering Unmasked Estep 
Score: -20467148.000000 Penalty: 3085.764404
	Iteration 0F: 2 clusters Score -2.046715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 126664 members 
Entering Unmasked Estep 
Score: -20297294.000000 Penalty: 6171.528809
	Iteration 0F: 3 clusters Score -2.029729e+07 nChanged 122241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -20368776.000000 Penalty: 6171.528809
	Iteration 1F: 3 clusters Score -2.036878e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126810 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -20369616.000000 Penalty: 6171.528809
	Iteration 2Q: 3 clusters Score -2.036962e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -20370860.000000 Penalty: 6171.528809
	Iteration 3Q: 3 clusters Score -2.037086e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127507 members 
Mstep: Class 2 contains 125861 members 
Entering Unmasked Estep 
Score: -20371840.000000 Penalty: 6171.528809
	Iteration 4Q: 3 clusters Score -2.037184e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -20373440.000000 Penalty: 6171.528809
	Iteration 5Q: 3 clusters Score -2.037344e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 123642 members 
Entering Unmasked Estep 
Score: -20375412.000000 Penalty: 6171.528809
	Iteration 6Q: 3 clusters Score -2.037541e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -20377910.000000 Penalty: 6171.528809
	Iteration 7Q: 3 clusters Score -2.037791e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135060 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -20381738.000000 Penalty: 6171.528809
	Iteration 8Q: 3 clusters Score -2.038174e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140052 members 
Mstep: Class 2 contains 113316 members 
Entering Unmasked Estep 
Score: -20387572.000000 Penalty: 6171.528809
	Iteration 9Q: 3 clusters Score -2.038757e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -20396322.000000 Penalty: 6171.528809
	Iteration 10F: 3 clusters Score -2.039632e+07 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -20407616.000000 Penalty: 6171.528809
	Iteration 11F: 3 clusters Score -2.040762e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160852 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -20417900.000000 Penalty: 6171.528809
	Iteration 12F: 3 clusters Score -2.04179e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -20424106.000000 Penalty: 6171.528809
	Iteration 13Q: 3 clusters Score -2.042411e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -20427256.000000 Penalty: 6171.528809
	Iteration 14Q: 3 clusters Score -2.042726e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176332 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -20429254.000000 Penalty: 6171.528809
	Iteration 15Q: 3 clusters Score -2.042925e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181118 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -20430958.000000 Penalty: 6171.528809
	Iteration 16Q: 3 clusters Score -2.043096e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186017 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -20432856.000000 Penalty: 6171.528809
	Iteration 17Q: 3 clusters Score -2.043286e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -20435054.000000 Penalty: 6171.528809
	Iteration 18Q: 3 clusters Score -2.043505e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -20437444.000000 Penalty: 6171.528809
	Iteration 19Q: 3 clusters Score -2.043744e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201737 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -20440022.000000 Penalty: 6171.528809
	Iteration 20F: 3 clusters Score -2.044002e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206995 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -20442482.000000 Penalty: 6171.528809
	Iteration 21Q: 3 clusters Score -2.044248e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212123 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -20444916.000000 Penalty: 6171.528809
	Iteration 22Q: 3 clusters Score -2.044492e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217094 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -20447324.000000 Penalty: 6171.528809
	Iteration 23Q: 3 clusters Score -2.044732e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221881 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -20449868.000000 Penalty: 6171.528809
	Iteration 24Q: 3 clusters Score -2.044987e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226294 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -20452300.000000 Penalty: 6171.528809
	Iteration 25Q: 3 clusters Score -2.04523e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230353 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -20454412.000000 Penalty: 6171.528809
	Iteration 26Q: 3 clusters Score -2.045441e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234022 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -20456410.000000 Penalty: 6171.528809
	Iteration 27Q: 3 clusters Score -2.045641e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237266 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -20458092.000000 Penalty: 6171.528809
	Iteration 28Q: 3 clusters Score -2.045809e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240032 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -20459634.000000 Penalty: 6171.528809
	Iteration 29Q: 3 clusters Score -2.045963e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242327 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -20460872.000000 Penalty: 6171.528809
	Iteration 30Q: 3 clusters Score -2.046087e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244188 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -20461876.000000 Penalty: 6171.528809
	Iteration 31Q: 3 clusters Score -2.046188e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245704 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -20462514.000000 Penalty: 6171.528809
	Iteration 32Q: 3 clusters Score -2.046251e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246925 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -20463022.000000 Penalty: 6171.528809
	Iteration 33Q: 3 clusters Score -2.046302e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247926 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -20463520.000000 Penalty: 6171.528809
	Iteration 34Q: 3 clusters Score -2.046352e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248678 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -20463744.000000 Penalty: 6171.528809
	Iteration 35Q: 3 clusters Score -2.046374e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249298 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -20463950.000000 Penalty: 6171.528809
	Iteration 36Q: 3 clusters Score -2.046395e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249747 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -20464058.000000 Penalty: 6171.528809
	Iteration 37Q: 3 clusters Score -2.046406e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250095 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -20464184.000000 Penalty: 6171.528809
	Iteration 38Q: 3 clusters Score -2.046418e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250373 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -20464274.000000 Penalty: 6171.528809
	Iteration 39Q: 3 clusters Score -2.046427e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250579 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -20464332.000000 Penalty: 6171.528809
	Iteration 40F: 3 clusters Score -2.046433e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250762 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -20464360.000000 Penalty: 6171.528809
	Iteration 41Q: 3 clusters Score -2.046436e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250936 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20464410.000000 Penalty: 6171.528809
	Iteration 42Q: 3 clusters Score -2.046441e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251066 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20464470.000000 Penalty: 6171.528809
	Iteration 43Q: 3 clusters Score -2.046447e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251164 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -20464490.000000 Penalty: 6171.528809
	Iteration 44Q: 3 clusters Score -2.046449e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251252 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -20464566.000000 Penalty: 6171.528809
	Iteration 45Q: 3 clusters Score -2.046457e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251335 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -20464562.000000 Penalty: 6171.528809
	Iteration 46Q: 3 clusters Score -2.046456e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251405 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -20464622.000000 Penalty: 6171.528809
	Iteration 47Q: 3 clusters Score -2.046462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251474 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20464660.000000 Penalty: 6171.528809
	Iteration 48Q: 3 clusters Score -2.046466e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251528 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -20464666.000000 Penalty: 6171.528809
	Iteration 49Q: 3 clusters Score -2.046467e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251578 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -20464700.000000 Penalty: 6171.528809
	Iteration 50Q: 3 clusters Score -2.04647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251613 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20464720.000000 Penalty: 6171.528809
	Iteration 51Q: 3 clusters Score -2.046472e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251650 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -20464722.000000 Penalty: 6171.528809
	Iteration 52Q: 3 clusters Score -2.046472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251674 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -20464718.000000 Penalty: 6171.528809
	Iteration 53Q: 3 clusters Score -2.046472e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20464760.000000 Penalty: 6171.528809
	Iteration 54Q: 3 clusters Score -2.046476e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251729 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -20464802.000000 Penalty: 6171.528809
	Iteration 55Q: 3 clusters Score -2.04648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251745 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20464790.000000 Penalty: 6171.528809
	Iteration 56Q: 3 clusters Score -2.046479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251768 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20464766.000000 Penalty: 6171.528809
	Iteration 57Q: 3 clusters Score -2.046477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251784 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20464782.000000 Penalty: 6171.528809
	Iteration 58Q: 3 clusters Score -2.046478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251805 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -20464794.000000 Penalty: 6171.528809
	Iteration 59Q: 3 clusters Score -2.046479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251821 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20464804.000000 Penalty: 6171.528809
	Iteration 60F: 3 clusters Score -2.04648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251835 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20464806.000000 Penalty: 6171.528809
	Iteration 61Q: 3 clusters Score -2.046481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251851 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20464806.000000 Penalty: 6171.528809
	Iteration 62Q: 3 clusters Score -2.046481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251866 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20464800.000000 Penalty: 6171.528809
	Iteration 63Q: 3 clusters Score -2.04648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251873 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20464814.000000 Penalty: 6171.528809
	Iteration 64Q: 3 clusters Score -2.046481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251883 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20464796.000000 Penalty: 6171.528809
	Iteration 65Q: 3 clusters Score -2.04648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251886 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20464818.000000 Penalty: 6171.528809
	Iteration 66Q: 3 clusters Score -2.046482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251890 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -20464800.000000 Penalty: 6171.528809
	Iteration 67Q: 3 clusters Score -2.04648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251891 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20464806.000000 Penalty: 6171.528809
	Iteration 68Q: 3 clusters Score -2.046481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251893 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20464818.000000 Penalty: 6171.528809
	Iteration 69Q: 3 clusters Score -2.046482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251896 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -20464820.000000 Penalty: 6171.528809
	Iteration 70Q: 3 clusters Score -2.046482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251895 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20464818.000000 Penalty: 6171.528809
	Iteration 71Q: 3 clusters Score -2.046482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251896 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -20464816.000000 Penalty: 6171.528809
	Iteration 72Q: 3 clusters Score -2.046482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251896 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -20464816.000000 Penalty: 6171.528809
	Iteration 73F: 3 clusters Score -2.046482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -86260.460938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -86260.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84206.140625 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -84206.14 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84500.312500 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -84500.31 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84629.648438 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -84629.65 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84721.117188 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -84721.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -84803.593750 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -84803.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -84869.687500 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -84869.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84903.882812 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -84903.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -84937.429688 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -84937.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84953.820312 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -84953.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84974.070312 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -84974.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84993.312500 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -84993.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85012.757812 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -85012.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85023.562500 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -85023.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85030.867188 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -85030.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -85041.351562 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -85041.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -85047.906250 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -85047.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -85056.625000 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -85056.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85062.054688 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -85062.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85063.296875 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -85063.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85063.898438 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -85063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85064.523438 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -85064.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Entering Unmasked Estep 
Score: -297520.468750 Penalty: 2050.136230
	Iteration 0F: 2 clusters Score -297520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -293682.625000 Penalty: 4100.272461
	Iteration 0F: 3 clusters Score -293682.6 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -294570.125000 Penalty: 4100.272461
	Iteration 1F: 3 clusters Score -294570.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -294792.531250 Penalty: 4100.272461
	Iteration 2F: 3 clusters Score -294792.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -294920.125000 Penalty: 4100.272461
	Iteration 3F: 3 clusters Score -294920.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -295016.218750 Penalty: 4100.272461
	Iteration 4Q: 3 clusters Score -295016.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -295097.062500 Penalty: 4100.272461
	Iteration 5Q: 3 clusters Score -295097.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -295167.687500 Penalty: 4100.272461
	Iteration 6Q: 3 clusters Score -295167.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -295244.468750 Penalty: 4100.272461
	Iteration 7Q: 3 clusters Score -295244.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -295318.093750 Penalty: 4100.272461
	Iteration 8Q: 3 clusters Score -295318.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -295387.312500 Penalty: 4100.272461
	Iteration 9Q: 3 clusters Score -295387.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -295450.031250 Penalty: 4100.272461
	Iteration 10Q: 3 clusters Score -295450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -295508.187500 Penalty: 4100.272461
	Iteration 11Q: 3 clusters Score -295508.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -295553.500000 Penalty: 4100.272461
	Iteration 12Q: 3 clusters Score -295553.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -295587.312500 Penalty: 4100.272461
	Iteration 13Q: 3 clusters Score -295587.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -295619.062500 Penalty: 4100.272461
	Iteration 14Q: 3 clusters Score -295619.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -295640.218750 Penalty: 4100.272461
	Iteration 15Q: 3 clusters Score -295640.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -295656.218750 Penalty: 4100.272461
	Iteration 16Q: 3 clusters Score -295656.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -295673.750000 Penalty: 4100.272461
	Iteration 17Q: 3 clusters Score -295673.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -295688.843750 Penalty: 4100.272461
	Iteration 18Q: 3 clusters Score -295688.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -295701.718750 Penalty: 4100.272461
	Iteration 19Q: 3 clusters Score -295701.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -295711.687500 Penalty: 4100.272461
	Iteration 20F: 3 clusters Score -295711.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -295723.093750 Penalty: 4100.272461
	Iteration 21Q: 3 clusters Score -295723.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -295734.375000 Penalty: 4100.272461
	Iteration 22Q: 3 clusters Score -295734.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -295751.562500 Penalty: 4100.272461
	Iteration 23Q: 3 clusters Score -295751.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -295770.812500 Penalty: 4100.272461
	Iteration 24Q: 3 clusters Score -295770.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -295783.937500 Penalty: 4100.272461
	Iteration 25Q: 3 clusters Score -295783.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -295799.187500 Penalty: 4100.272461
	Iteration 26Q: 3 clusters Score -295799.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -295815.906250 Penalty: 4100.272461
	Iteration 27Q: 3 clusters Score -295815.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -295837.093750 Penalty: 4100.272461
	Iteration 28Q: 3 clusters Score -295837.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -295854.843750 Penalty: 4100.272461
	Iteration 29Q: 3 clusters Score -295854.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -295869.468750 Penalty: 4100.272461
	Iteration 30Q: 3 clusters Score -295869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -295879.281250 Penalty: 4100.272461
	Iteration 31Q: 3 clusters Score -295879.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -295885.468750 Penalty: 4100.272461
	Iteration 32Q: 3 clusters Score -295885.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -295891.375000 Penalty: 4100.272461
	Iteration 33Q: 3 clusters Score -295891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -295897.093750 Penalty: 4100.272461
	Iteration 34Q: 3 clusters Score -295897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295902.500000 Penalty: 4100.272461
	Iteration 35Q: 3 clusters Score -295902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295909.531250 Penalty: 4100.272461
	Iteration 36Q: 3 clusters Score -295909.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -295913.000000 Penalty: 4100.272461
	Iteration 37Q: 3 clusters Score -295913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -295915.125000 Penalty: 4100.272461
	Iteration 38Q: 3 clusters Score -295915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -295917.812500 Penalty: 4100.272461
	Iteration 39Q: 3 clusters Score -295917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -295921.687500 Penalty: 4100.272461
	Iteration 40F: 3 clusters Score -295921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -295923.906250 Penalty: 4100.272461
	Iteration 41Q: 3 clusters Score -295923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295926.062500 Penalty: 4100.272461
	Iteration 42Q: 3 clusters Score -295926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -295928.093750 Penalty: 4100.272461
	Iteration 43Q: 3 clusters Score -295928.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295933.156250 Penalty: 4100.272461
	Iteration 44Q: 3 clusters Score -295933.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -295939.187500 Penalty: 4100.272461
	Iteration 45Q: 3 clusters Score -295939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -295942.312500 Penalty: 4100.272461
	Iteration 46Q: 3 clusters Score -295942.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -295947.281250 Penalty: 4100.272461
	Iteration 47Q: 3 clusters Score -295947.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -295953.250000 Penalty: 4100.272461
	Iteration 48Q: 3 clusters Score -295953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -295956.562500 Penalty: 4100.272461
	Iteration 49Q: 3 clusters Score -295956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -295958.468750 Penalty: 4100.272461
	Iteration 50Q: 3 clusters Score -295958.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -295965.000000 Penalty: 4100.272461
	Iteration 51Q: 3 clusters Score -295965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -295970.875000 Penalty: 4100.272461
	Iteration 52Q: 3 clusters Score -295970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -295976.187500 Penalty: 4100.272461
	Iteration 53Q: 3 clusters Score -295976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -295982.531250 Penalty: 4100.272461
	Iteration 54Q: 3 clusters Score -295982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -295988.437500 Penalty: 4100.272461
	Iteration 55Q: 3 clusters Score -295988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -295992.468750 Penalty: 4100.272461
	Iteration 56Q: 3 clusters Score -295992.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -295997.906250 Penalty: 4100.272461
	Iteration 57Q: 3 clusters Score -295997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -296004.250000 Penalty: 4100.272461
	Iteration 58Q: 3 clusters Score -296004.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296010.031250 Penalty: 4100.272461
	Iteration 59Q: 3 clusters Score -296010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -296013.906250 Penalty: 4100.272461
	Iteration 60F: 3 clusters Score -296013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296016.875000 Penalty: 4100.272461
	Iteration 61Q: 3 clusters Score -296016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -296023.781250 Penalty: 4100.272461
	Iteration 62Q: 3 clusters Score -296023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -296027.781250 Penalty: 4100.272461
	Iteration 63Q: 3 clusters Score -296027.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -296030.656250 Penalty: 4100.272461
	Iteration 64Q: 3 clusters Score -296030.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -296035.125000 Penalty: 4100.272461
	Iteration 65Q: 3 clusters Score -296035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -296041.562500 Penalty: 4100.272461
	Iteration 66Q: 3 clusters Score -296041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -296047.687500 Penalty: 4100.272461
	Iteration 67Q: 3 clusters Score -296047.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -296054.625000 Penalty: 4100.272461
	Iteration 68Q: 3 clusters Score -296054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -296057.093750 Penalty: 4100.272461
	Iteration 69Q: 3 clusters Score -296057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -296061.343750 Penalty: 4100.272461
	Iteration 70Q: 3 clusters Score -296061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -296066.062500 Penalty: 4100.272461
	Iteration 71Q: 3 clusters Score -296066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -296073.156250 Penalty: 4100.272461
	Iteration 72Q: 3 clusters Score -296073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -296078.531250 Penalty: 4100.272461
	Iteration 73Q: 3 clusters Score -296078.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -296082.468750 Penalty: 4100.272461
	Iteration 74Q: 3 clusters Score -296082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -296086.093750 Penalty: 4100.272461
	Iteration 75Q: 3 clusters Score -296086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -296087.843750 Penalty: 4100.272461
	Iteration 76Q: 3 clusters Score -296087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296090.187500 Penalty: 4100.272461
	Iteration 77Q: 3 clusters Score -296090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -296091.218750 Penalty: 4100.272461
	Iteration 78Q: 3 clusters Score -296091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -296094.843750 Penalty: 4100.272461
	Iteration 79Q: 3 clusters Score -296094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -296099.250000 Penalty: 4100.272461
	Iteration 80F: 3 clusters Score -296099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -296106.375000 Penalty: 4100.272461
	Iteration 81Q: 3 clusters Score -296106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -296111.750000 Penalty: 4100.272461
	Iteration 82Q: 3 clusters Score -296111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -296115.281250 Penalty: 4100.272461
	Iteration 83Q: 3 clusters Score -296115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -296119.593750 Penalty: 4100.272461
	Iteration 84Q: 3 clusters Score -296119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296123.500000 Penalty: 4100.272461
	Iteration 85Q: 3 clusters Score -296123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -296125.312500 Penalty: 4100.272461
	Iteration 86Q: 3 clusters Score -296125.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296126.468750 Penalty: 4100.272461
	Iteration 87Q: 3 clusters Score -296126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -296126.656250 Penalty: 4100.272461
	Iteration 88Q: 3 clusters Score -296126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296127.375000 Penalty: 4100.272461
	Iteration 89Q: 3 clusters Score -296127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -296127.843750 Penalty: 4100.272461
	Iteration 90Q: 3 clusters Score -296127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -296129.593750 Penalty: 4100.272461
	Iteration 91Q: 3 clusters Score -296129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -296130.343750 Penalty: 4100.272461
	Iteration 92Q: 3 clusters Score -296130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -296131.750000 Penalty: 4100.272461
	Iteration 93Q: 3 clusters Score -296131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -296133.250000 Penalty: 4100.272461
	Iteration 94Q: 3 clusters Score -296133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -296133.250000 Penalty: 4100.272461
	Iteration 95F: 3 clusters Score -296133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Entering Unmasked Estep 
Score: -1463558.625000 Penalty: 2441.233643
	Iteration 0F: 2 clusters Score -1463559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1450309.750000 Penalty: 4882.467285
	Iteration 0F: 3 clusters Score -1450310 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1454819.000000 Penalty: 4882.467285
	Iteration 1F: 3 clusters Score -1454819 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1455247.000000 Penalty: 4882.467285
	Iteration 2F: 3 clusters Score -1455247 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1455642.875000 Penalty: 4882.467285
	Iteration 3Q: 3 clusters Score -1455643 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1456087.875000 Penalty: 4882.467285
	Iteration 4Q: 3 clusters Score -1456088 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1456609.375000 Penalty: 4882.467285
	Iteration 5F: 3 clusters Score -1456609 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1457179.000000 Penalty: 4882.467285
	Iteration 6F: 3 clusters Score -1457179 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1457917.875000 Penalty: 4882.467285
	Iteration 7F: 3 clusters Score -1457918 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1458724.375000 Penalty: 4882.467285
	Iteration 8F: 3 clusters Score -1458724 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1459529.000000 Penalty: 4882.467285
	Iteration 9Q: 3 clusters Score -1459529 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1460186.125000 Penalty: 4882.467285
	Iteration 10Q: 3 clusters Score -1460186 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1460670.125000 Penalty: 4882.467285
	Iteration 11Q: 3 clusters Score -1460670 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1460980.625000 Penalty: 4882.467285
	Iteration 12Q: 3 clusters Score -1460981 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1461152.625000 Penalty: 4882.467285
	Iteration 13Q: 3 clusters Score -1461153 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1461239.375000 Penalty: 4882.467285
	Iteration 14Q: 3 clusters Score -1461239 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1461316.625000 Penalty: 4882.467285
	Iteration 15Q: 3 clusters Score -1461317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1461367.625000 Penalty: 4882.467285
	Iteration 16Q: 3 clusters Score -1461368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1461419.000000 Penalty: 4882.467285
	Iteration 17Q: 3 clusters Score -1461419 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1461451.500000 Penalty: 4882.467285
	Iteration 18Q: 3 clusters Score -1461452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1461483.625000 Penalty: 4882.467285
	Iteration 19Q: 3 clusters Score -1461484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1461508.250000 Penalty: 4882.467285
	Iteration 20F: 3 clusters Score -1461508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1461536.250000 Penalty: 4882.467285
	Iteration 21Q: 3 clusters Score -1461536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1461566.625000 Penalty: 4882.467285
	Iteration 22Q: 3 clusters Score -1461567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1461590.375000 Penalty: 4882.467285
	Iteration 23Q: 3 clusters Score -1461590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1461619.625000 Penalty: 4882.467285
	Iteration 24Q: 3 clusters Score -1461620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1461631.875000 Penalty: 4882.467285
	Iteration 25Q: 3 clusters Score -1461632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1461654.375000 Penalty: 4882.467285
	Iteration 26Q: 3 clusters Score -1461654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1461661.250000 Penalty: 4882.467285
	Iteration 27Q: 3 clusters Score -1461661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1461672.375000 Penalty: 4882.467285
	Iteration 28Q: 3 clusters Score -1461672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1461682.250000 Penalty: 4882.467285
	Iteration 29Q: 3 clusters Score -1461682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1461695.625000 Penalty: 4882.467285
	Iteration 30Q: 3 clusters Score -1461696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1461704.000000 Penalty: 4882.467285
	Iteration 31Q: 3 clusters Score -1461704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1461715.625000 Penalty: 4882.467285
	Iteration 32Q: 3 clusters Score -1461716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1461718.750000 Penalty: 4882.467285
	Iteration 33Q: 3 clusters Score -1461719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1461722.250000 Penalty: 4882.467285
	Iteration 34Q: 3 clusters Score -1461722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1461725.625000 Penalty: 4882.467285
	Iteration 35Q: 3 clusters Score -1461726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1461731.125000 Penalty: 4882.467285
	Iteration 36Q: 3 clusters Score -1461731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1461738.250000 Penalty: 4882.467285
	Iteration 37Q: 3 clusters Score -1461738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1461742.750000 Penalty: 4882.467285
	Iteration 38Q: 3 clusters Score -1461743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1461745.125000 Penalty: 4882.467285
	Iteration 39Q: 3 clusters Score -1461745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1461750.500000 Penalty: 4882.467285
	Iteration 40F: 3 clusters Score -1461750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1461761.625000 Penalty: 4882.467285
	Iteration 41Q: 3 clusters Score -1461762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1461767.000000 Penalty: 4882.467285
	Iteration 42Q: 3 clusters Score -1461767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1461769.500000 Penalty: 4882.467285
	Iteration 43Q: 3 clusters Score -1461770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1461771.750000 Penalty: 4882.467285
	Iteration 44Q: 3 clusters Score -1461772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1461779.375000 Penalty: 4882.467285
	Iteration 45Q: 3 clusters Score -1461779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1461781.625000 Penalty: 4882.467285
	Iteration 46Q: 3 clusters Score -1461782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1461778.250000 Penalty: 4882.467285
	Iteration 47Q: 3 clusters Score -1461778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1461778.250000 Penalty: 4882.467285
	Iteration 48F: 3 clusters Score -1461778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (97219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Entering Unmasked Estep 
Score: -7994642.000000 Penalty: 2848.210938
	Iteration 0F: 2 clusters Score -7994642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -7929451.000000 Penalty: 5696.421875
	Iteration 0F: 3 clusters Score -7929451 nChanged 45953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -7955910.000000 Penalty: 5696.421875
	Iteration 1F: 3 clusters Score -7955910 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -7957371.000000 Penalty: 5696.421875
	Iteration 2Q: 3 clusters Score -7957371 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7959810.000000 Penalty: 5696.421875
	Iteration 3F: 3 clusters Score -7959810 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -7964013.000000 Penalty: 5696.421875
	Iteration 4F: 3 clusters Score -7964013 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -7970391.000000 Penalty: 5696.421875
	Iteration 5F: 3 clusters Score -7970391 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -7978101.000000 Penalty: 5696.421875
	Iteration 6F: 3 clusters Score -7978101 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -7984553.500000 Penalty: 5696.421875
	Iteration 7F: 3 clusters Score -7984554 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -7988583.500000 Penalty: 5696.421875
	Iteration 8Q: 3 clusters Score -7988584 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -7990200.000000 Penalty: 5696.421875
	Iteration 9Q: 3 clusters Score -7990200 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -7990968.500000 Penalty: 5696.421875
	Iteration 10Q: 3 clusters Score -7990968 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -7991335.500000 Penalty: 5696.421875
	Iteration 11Q: 3 clusters Score -7991336 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -7991577.000000 Penalty: 5696.421875
	Iteration 12Q: 3 clusters Score -7991577 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -7991765.000000 Penalty: 5696.421875
	Iteration 13Q: 3 clusters Score -7991765 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -7991884.000000 Penalty: 5696.421875
	Iteration 14Q: 3 clusters Score -7991884 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -7991984.500000 Penalty: 5696.421875
	Iteration 15Q: 3 clusters Score -7991984 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -7992053.000000 Penalty: 5696.421875
	Iteration 16Q: 3 clusters Score -7992053 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -7992140.500000 Penalty: 5696.421875
	Iteration 17Q: 3 clusters Score -7992140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7992212.500000 Penalty: 5696.421875
	Iteration 18Q: 3 clusters Score -7992212 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -7992244.500000 Penalty: 5696.421875
	Iteration 19Q: 3 clusters Score -7992244 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7992316.500000 Penalty: 5696.421875
	Iteration 20F: 3 clusters Score -7992316 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7992380.000000 Penalty: 5696.421875
	Iteration 21Q: 3 clusters Score -7992380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7992446.000000 Penalty: 5696.421875
	Iteration 22Q: 3 clusters Score -7992446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7992507.000000 Penalty: 5696.421875
	Iteration 23Q: 3 clusters Score -7992507 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7992558.500000 Penalty: 5696.421875
	Iteration 24Q: 3 clusters Score -7992558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7992585.500000 Penalty: 5696.421875
	Iteration 25Q: 3 clusters Score -7992586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7992609.000000 Penalty: 5696.421875
	Iteration 26Q: 3 clusters Score -7992609 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7992644.500000 Penalty: 5696.421875
	Iteration 27Q: 3 clusters Score -7992644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7992657.000000 Penalty: 5696.421875
	Iteration 28Q: 3 clusters Score -7992657 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7992672.500000 Penalty: 5696.421875
	Iteration 29Q: 3 clusters Score -7992672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7992684.000000 Penalty: 5696.421875
	Iteration 30Q: 3 clusters Score -7992684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7992693.500000 Penalty: 5696.421875
	Iteration 31Q: 3 clusters Score -7992694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7992712.000000 Penalty: 5696.421875
	Iteration 32Q: 3 clusters Score -7992712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7992726.000000 Penalty: 5696.421875
	Iteration 33Q: 3 clusters Score -7992726 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7992734.500000 Penalty: 5696.421875
	Iteration 34Q: 3 clusters Score -7992734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7992726.500000 Penalty: 5696.421875
	Iteration 35Q: 3 clusters Score -7992726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94395 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7992719.500000 Penalty: 5696.421875
	Iteration 36Q: 3 clusters Score -7992720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7992733.500000 Penalty: 5696.421875
	Iteration 37Q: 3 clusters Score -7992734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7992744.000000 Penalty: 5696.421875
	Iteration 38Q: 3 clusters Score -7992744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7992754.000000 Penalty: 5696.421875
	Iteration 39Q: 3 clusters Score -7992754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7992758.500000 Penalty: 5696.421875
	Iteration 40F: 3 clusters Score -7992758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7992751.500000 Penalty: 5696.421875
	Iteration 41Q: 3 clusters Score -7992752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7992751.500000 Penalty: 5696.421875
	Iteration 42Q: 3 clusters Score -7992752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7992778.000000 Penalty: 5696.421875
	Iteration 43Q: 3 clusters Score -7992778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7992783.000000 Penalty: 5696.421875
	Iteration 44Q: 3 clusters Score -7992783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7992787.000000 Penalty: 5696.421875
	Iteration 45Q: 3 clusters Score -7992787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7992794.000000 Penalty: 5696.421875
	Iteration 46Q: 3 clusters Score -7992794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7992795.000000 Penalty: 5696.421875
	Iteration 47Q: 3 clusters Score -7992795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7992806.500000 Penalty: 5696.421875
	Iteration 48Q: 3 clusters Score -7992806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7992801.000000 Penalty: 5696.421875
	Iteration 49Q: 3 clusters Score -7992801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7992792.500000 Penalty: 5696.421875
	Iteration 50Q: 3 clusters Score -7992792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7992800.500000 Penalty: 5696.421875
	Iteration 51Q: 3 clusters Score -7992800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7992806.000000 Penalty: 5696.421875
	Iteration 52Q: 3 clusters Score -7992806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7992819.000000 Penalty: 5696.421875
	Iteration 53Q: 3 clusters Score -7992819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7992811.500000 Penalty: 5696.421875
	Iteration 54Q: 3 clusters Score -7992812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7992823.000000 Penalty: 5696.421875
	Iteration 55Q: 3 clusters Score -7992823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7992822.500000 Penalty: 5696.421875
	Iteration 56Q: 3 clusters Score -7992822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7992827.500000 Penalty: 5696.421875
	Iteration 57Q: 3 clusters Score -7992828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7992830.000000 Penalty: 5696.421875
	Iteration 58Q: 3 clusters Score -7992830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7992830.500000 Penalty: 5696.421875
	Iteration 59Q: 3 clusters Score -7992830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7992832.500000 Penalty: 5696.421875
	Iteration 60F: 3 clusters Score -7992832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7992826.000000 Penalty: 5696.421875
	Iteration 61Q: 3 clusters Score -7992826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7992829.000000 Penalty: 5696.421875
	Iteration 62Q: 3 clusters Score -7992829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7992831.000000 Penalty: 5696.421875
	Iteration 63Q: 3 clusters Score -7992831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7992831.000000 Penalty: 5696.421875
	Iteration 64Q: 3 clusters Score -7992831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7992833.500000 Penalty: 5696.421875
	Iteration 65Q: 3 clusters Score -7992834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7992835.000000 Penalty: 5696.421875
	Iteration 66Q: 3 clusters Score -7992835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7992829.500000 Penalty: 5696.421875
	Iteration 67Q: 3 clusters Score -7992830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7992831.500000 Penalty: 5696.421875
	Iteration 68Q: 3 clusters Score -7992832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7992824.500000 Penalty: 5696.421875
	Iteration 69Q: 3 clusters Score -7992824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -7992826.500000 Penalty: 5696.421875
	Iteration 70Q: 3 clusters Score -7992826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94923 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -7992829.500000 Penalty: 5696.421875
	Iteration 71Q: 3 clusters Score -7992830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7992823.000000 Penalty: 5696.421875
	Iteration 72Q: 3 clusters Score -7992823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7992831.000000 Penalty: 5696.421875
	Iteration 73Q: 3 clusters Score -7992831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7992835.000000 Penalty: 5696.421875
	Iteration 74Q: 3 clusters Score -7992835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7992847.000000 Penalty: 5696.421875
	Iteration 75Q: 3 clusters Score -7992847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7992842.500000 Penalty: 5696.421875
	Iteration 76Q: 3 clusters Score -7992842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7992844.500000 Penalty: 5696.421875
	Iteration 77Q: 3 clusters Score -7992844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7992849.000000 Penalty: 5696.421875
	Iteration 78Q: 3 clusters Score -7992849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7992846.500000 Penalty: 5696.421875
	Iteration 79Q: 3 clusters Score -7992846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7992846.500000 Penalty: 5696.421875
	Iteration 80F: 3 clusters Score -7992846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (847388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847388 members 
Entering Unmasked Estep 
Score: -68411824.000000 Penalty: 3385.178711
	Iteration 0F: 2 clusters Score -6.841182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423398 members 
Mstep: Class 2 contains 423990 members 
Entering Unmasked Estep 
Score: -67845656.000000 Penalty: 6770.357422
	Iteration 0F: 3 clusters Score -6.784566e+07 nChanged 415901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407083 members 
Mstep: Class 2 contains 440305 members 
Entering Unmasked Estep 
Score: -68095752.000000 Penalty: 6770.357422
	Iteration 1F: 3 clusters Score -6.809575e+07 nChanged 20291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394738 members 
Mstep: Class 2 contains 452650 members 
Entering Unmasked Estep 
Score: -68099712.000000 Penalty: 6770.357422
	Iteration 2Q: 3 clusters Score -6.809971e+07 nChanged 25561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375287 members 
Mstep: Class 2 contains 472101 members 
Entering Unmasked Estep 
Score: -68106480.000000 Penalty: 6770.357422
	Iteration 3Q: 3 clusters Score -6.810648e+07 nChanged 34097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345332 members 
Mstep: Class 2 contains 502056 members 
Entering Unmasked Estep 
Score: -68118528.000000 Penalty: 6770.357422
	Iteration 4Q: 3 clusters Score -6.811853e+07 nChanged 46898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300740 members 
Mstep: Class 2 contains 546648 members 
Entering Unmasked Estep 
Score: -68141984.000000 Penalty: 6770.357422
	Iteration 5F: 3 clusters Score -6.814198e+07 nChanged 63117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238575 members 
Mstep: Class 2 contains 608813 members 
Entering Unmasked Estep 
Score: -68183008.000000 Penalty: 6770.357422
	Iteration 6F: 3 clusters Score -6.818301e+07 nChanged 76312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 684905 members 
Entering Unmasked Estep 
Score: -68248216.000000 Penalty: 6770.357422
	Iteration 7F: 3 clusters Score -6.824822e+07 nChanged 75478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 760323 members 
Entering Unmasked Estep 
Score: -68322256.000000 Penalty: 6770.357422
	Iteration 8F: 3 clusters Score -6.832226e+07 nChanged 53388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 813711 members 
Entering Unmasked Estep 
Score: -68375536.000000 Penalty: 6770.357422
	Iteration 9F: 3 clusters Score -6.837554e+07 nChanged 24286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 837997 members 
Entering Unmasked Estep 
Score: -68399832.000000 Penalty: 6770.357422
	Iteration 10Q: 3 clusters Score -6.839983e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 845209 members 
Entering Unmasked Estep 
Score: -68406360.000000 Penalty: 6770.357422
	Iteration 11Q: 3 clusters Score -6.840636e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 846806 members 
Entering Unmasked Estep 
Score: -68408072.000000 Penalty: 6770.357422
	Iteration 12Q: 3 clusters Score -6.840807e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 847110 members 
Entering Unmasked Estep 
Score: -68408448.000000 Penalty: 6770.357422
	Iteration 13Q: 3 clusters Score -6.840845e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 847176 members 
Entering Unmasked Estep 
Score: -68408568.000000 Penalty: 6770.357422
	Iteration 14Q: 3 clusters Score -6.840857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 847194 members 
Entering Unmasked Estep 
Score: -68408624.000000 Penalty: 6770.357422
	Iteration 15Q: 3 clusters Score -6.840862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 847207 members 
Entering Unmasked Estep 
Score: -68408688.000000 Penalty: 6770.357422
	Iteration 16Q: 3 clusters Score -6.840869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 847205 members 
Entering Unmasked Estep 
Score: -68408712.000000 Penalty: 6770.357422
	Iteration 17Q: 3 clusters Score -6.840871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 847210 members 
Entering Unmasked Estep 
Score: -68408712.000000 Penalty: 6770.357422
	Iteration 18Q: 3 clusters Score -6.840871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 847211 members 
Entering Unmasked Estep 
Score: -68408720.000000 Penalty: 6770.357422
	Iteration 19Q: 3 clusters Score -6.840872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 847210 members 
Entering Unmasked Estep 
Score: -68408744.000000 Penalty: 6770.357422
	Iteration 20F: 3 clusters Score -6.840874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 847209 members 
Entering Unmasked Estep 
Score: -68408728.000000 Penalty: 6770.357422
	Iteration 21Q: 3 clusters Score -6.840873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 847209 members 
Entering Unmasked Estep 
Score: -68408728.000000 Penalty: 6770.357422
	Iteration 22F: 3 clusters Score -6.840873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Entering Unmasked Estep 
Score: -986030.187500 Penalty: 2346.545410
	Iteration 0F: 2 clusters Score -986030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -976591.687500 Penalty: 4693.090820
	Iteration 0F: 3 clusters Score -976591.7 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -979673.500000 Penalty: 4693.090820
	Iteration 1F: 3 clusters Score -979673.5 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -980251.437500 Penalty: 4693.090820
	Iteration 2F: 3 clusters Score -980251.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -980930.812500 Penalty: 4693.090820
	Iteration 3F: 3 clusters Score -980930.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -981724.375000 Penalty: 4693.090820
	Iteration 4F: 3 clusters Score -981724.4 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -982591.687500 Penalty: 4693.090820
	Iteration 5F: 3 clusters Score -982591.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -983342.312500 Penalty: 4693.090820
	Iteration 6F: 3 clusters Score -983342.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -983846.062500 Penalty: 4693.090820
	Iteration 7Q: 3 clusters Score -983846.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -984113.062500 Penalty: 4693.090820
	Iteration 8Q: 3 clusters Score -984113.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -984258.500000 Penalty: 4693.090820
	Iteration 9Q: 3 clusters Score -984258.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -984347.000000 Penalty: 4693.090820
	Iteration 10Q: 3 clusters Score -984347 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -984412.062500 Penalty: 4693.090820
	Iteration 11Q: 3 clusters Score -984412.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -984450.687500 Penalty: 4693.090820
	Iteration 12Q: 3 clusters Score -984450.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -984477.187500 Penalty: 4693.090820
	Iteration 13Q: 3 clusters Score -984477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -984500.437500 Penalty: 4693.090820
	Iteration 14Q: 3 clusters Score -984500.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -984515.812500 Penalty: 4693.090820
	Iteration 15Q: 3 clusters Score -984515.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -984527.250000 Penalty: 4693.090820
	Iteration 16Q: 3 clusters Score -984527.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -984537.062500 Penalty: 4693.090820
	Iteration 17Q: 3 clusters Score -984537.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -984543.000000 Penalty: 4693.090820
	Iteration 18Q: 3 clusters Score -984543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -984549.562500 Penalty: 4693.090820
	Iteration 19Q: 3 clusters Score -984549.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -984553.312500 Penalty: 4693.090820
	Iteration 20F: 3 clusters Score -984553.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -984558.500000 Penalty: 4693.090820
	Iteration 21Q: 3 clusters Score -984558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -984557.562500 Penalty: 4693.090820
	Iteration 22Q: 3 clusters Score -984557.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -984562.437500 Penalty: 4693.090820
	Iteration 23Q: 3 clusters Score -984562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -984563.187500 Penalty: 4693.090820
	Iteration 24Q: 3 clusters Score -984563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -984564.062500 Penalty: 4693.090820
	Iteration 25Q: 3 clusters Score -984564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -984568.000000 Penalty: 4693.090820
	Iteration 26Q: 3 clusters Score -984568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -984567.000000 Penalty: 4693.090820
	Iteration 27Q: 3 clusters Score -984567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -984569.625000 Penalty: 4693.090820
	Iteration 28Q: 3 clusters Score -984569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -984569.000000 Penalty: 4693.090820
	Iteration 29Q: 3 clusters Score -984569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -984573.125000 Penalty: 4693.090820
	Iteration 30Q: 3 clusters Score -984573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -984573.187500 Penalty: 4693.090820
	Iteration 31Q: 3 clusters Score -984573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -984574.500000 Penalty: 4693.090820
	Iteration 32Q: 3 clusters Score -984574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -984574.312500 Penalty: 4693.090820
	Iteration 33Q: 3 clusters Score -984574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -984573.812500 Penalty: 4693.090820
	Iteration 34Q: 3 clusters Score -984573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -984574.125000 Penalty: 4693.090820
	Iteration 35Q: 3 clusters Score -984574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -984574.562500 Penalty: 4693.090820
	Iteration 36Q: 3 clusters Score -984574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -984576.500000 Penalty: 4693.090820
	Iteration 37Q: 3 clusters Score -984576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -984577.500000 Penalty: 4693.090820
	Iteration 38Q: 3 clusters Score -984577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -984576.062500 Penalty: 4693.090820
	Iteration 39Q: 3 clusters Score -984576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -984575.812500 Penalty: 4693.090820
	Iteration 40F: 3 clusters Score -984575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -984574.625000 Penalty: 4693.090820
	Iteration 41Q: 3 clusters Score -984574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -984574.625000 Penalty: 4693.090820
	Iteration 42Q: 3 clusters Score -984574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -984574.625000 Penalty: 4693.090820
	Iteration 43F: 3 clusters Score -984574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Entering Unmasked Estep 
Score: -1303069.375000 Penalty: 2399.248535
	Iteration 0F: 2 clusters Score -1303069 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 7928 members 
Entering Unmasked Estep 
Score: -1291578.875000 Penalty: 4798.497070
	Iteration 0F: 3 clusters Score -1291579 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1295094.250000 Penalty: 4798.497070
	Iteration 1F: 3 clusters Score -1295094 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1295427.750000 Penalty: 4798.497070
	Iteration 2F: 3 clusters Score -1295428 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1295685.625000 Penalty: 4798.497070
	Iteration 3Q: 3 clusters Score -1295686 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1295950.250000 Penalty: 4798.497070
	Iteration 4Q: 3 clusters Score -1295950 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1296230.500000 Penalty: 4798.497070
	Iteration 5Q: 3 clusters Score -1296230 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1296557.500000 Penalty: 4798.497070
	Iteration 6Q: 3 clusters Score -1296558 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1296959.625000 Penalty: 4798.497070
	Iteration 7Q: 3 clusters Score -1296960 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1297469.000000 Penalty: 4798.497070
	Iteration 8F: 3 clusters Score -1297469 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1298093.750000 Penalty: 4798.497070
	Iteration 9F: 3 clusters Score -1298094 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1298782.500000 Penalty: 4798.497070
	Iteration 10F: 3 clusters Score -1298782 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1299393.375000 Penalty: 4798.497070
	Iteration 11Q: 3 clusters Score -1299393 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1299875.000000 Penalty: 4798.497070
	Iteration 12Q: 3 clusters Score -1299875 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1300230.000000 Penalty: 4798.497070
	Iteration 13Q: 3 clusters Score -1300230 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1300471.625000 Penalty: 4798.497070
	Iteration 14Q: 3 clusters Score -1300472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1300644.750000 Penalty: 4798.497070
	Iteration 15Q: 3 clusters Score -1300645 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1300762.750000 Penalty: 4798.497070
	Iteration 16Q: 3 clusters Score -1300763 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1300845.625000 Penalty: 4798.497070
	Iteration 17Q: 3 clusters Score -1300846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1300894.125000 Penalty: 4798.497070
	Iteration 18Q: 3 clusters Score -1300894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1300921.500000 Penalty: 4798.497070
	Iteration 19Q: 3 clusters Score -1300922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1300936.125000 Penalty: 4798.497070
	Iteration 20F: 3 clusters Score -1300936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1300943.625000 Penalty: 4798.497070
	Iteration 21Q: 3 clusters Score -1300944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1300947.375000 Penalty: 4798.497070
	Iteration 22Q: 3 clusters Score -1300947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1300949.250000 Penalty: 4798.497070
	Iteration 23Q: 3 clusters Score -1300949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1300954.875000 Penalty: 4798.497070
	Iteration 24Q: 3 clusters Score -1300955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1300962.250000 Penalty: 4798.497070
	Iteration 25Q: 3 clusters Score -1300962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1300966.625000 Penalty: 4798.497070
	Iteration 26Q: 3 clusters Score -1300967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1300964.625000 Penalty: 4798.497070
	Iteration 27Q: 3 clusters Score -1300965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1300967.625000 Penalty: 4798.497070
	Iteration 28Q: 3 clusters Score -1300968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1300967.625000 Penalty: 4798.497070
	Iteration 29F: 3 clusters Score -1300968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -247042.531250 Penalty: 2006.419800
	Iteration 0F: 2 clusters Score -247042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -243589.750000 Penalty: 4012.839600
	Iteration 0F: 3 clusters Score -243589.8 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -244367.437500 Penalty: 4012.839600
	Iteration 1F: 3 clusters Score -244367.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -244537.203125 Penalty: 4012.839600
	Iteration 2F: 3 clusters Score -244537.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -244661.593750 Penalty: 4012.839600
	Iteration 3Q: 3 clusters Score -244661.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -244812.937500 Penalty: 4012.839600
	Iteration 4Q: 3 clusters Score -244812.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -244995.609375 Penalty: 4012.839600
	Iteration 5Q: 3 clusters Score -244995.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -245208.734375 Penalty: 4012.839600
	Iteration 6Q: 3 clusters Score -245208.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -245374.296875 Penalty: 4012.839600
	Iteration 7Q: 3 clusters Score -245374.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -245511.406250 Penalty: 4012.839600
	Iteration 8Q: 3 clusters Score -245511.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -245630.468750 Penalty: 4012.839600
	Iteration 9Q: 3 clusters Score -245630.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -245696.406250 Penalty: 4012.839600
	Iteration 10Q: 3 clusters Score -245696.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -245755.765625 Penalty: 4012.839600
	Iteration 11Q: 3 clusters Score -245755.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -245790.125000 Penalty: 4012.839600
	Iteration 12Q: 3 clusters Score -245790.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -245812.968750 Penalty: 4012.839600
	Iteration 13Q: 3 clusters Score -245813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -245826.671875 Penalty: 4012.839600
	Iteration 14Q: 3 clusters Score -245826.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245833.375000 Penalty: 4012.839600
	Iteration 15Q: 3 clusters Score -245833.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -245840.968750 Penalty: 4012.839600
	Iteration 16Q: 3 clusters Score -245841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -245846.453125 Penalty: 4012.839600
	Iteration 17Q: 3 clusters Score -245846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -245852.078125 Penalty: 4012.839600
	Iteration 18Q: 3 clusters Score -245852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -245857.609375 Penalty: 4012.839600
	Iteration 19Q: 3 clusters Score -245857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -245861.515625 Penalty: 4012.839600
	Iteration 20F: 3 clusters Score -245861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245862.984375 Penalty: 4012.839600
	Iteration 21Q: 3 clusters Score -245863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -245866.593750 Penalty: 4012.839600
	Iteration 22Q: 3 clusters Score -245866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245869.625000 Penalty: 4012.839600
	Iteration 23Q: 3 clusters Score -245869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245871.359375 Penalty: 4012.839600
	Iteration 24Q: 3 clusters Score -245871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -245872.281250 Penalty: 4012.839600
	Iteration 25Q: 3 clusters Score -245872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245872.000000 Penalty: 4012.839600
	Iteration 26Q: 3 clusters Score -245872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245872.000000 Penalty: 4012.839600
	Iteration 27F: 3 clusters Score -245872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -269010.968750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -269011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -265410.218750 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -265410.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -266324.000000 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -266324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -266631.125000 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -266631.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -266883.562500 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -266883.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -267094.968750 Penalty: 4042.202637
	Iteration 4F: 3 clusters Score -267095 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -267223.062500 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -267223.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -267315.937500 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -267315.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -267394.531250 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -267394.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -267461.562500 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -267461.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -267515.937500 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -267515.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -267581.687500 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -267581.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -267645.531250 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -267645.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -267685.125000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -267685.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -267719.531250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -267719.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -267747.781250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -267747.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -267766.281250 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -267766.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -267782.687500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -267782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -267795.781250 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -267795.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -267806.875000 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -267806.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -267811.062500 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -267811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -267814.093750 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -267814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -267817.437500 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -267817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -267819.625000 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -267819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -267821.250000 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -267821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -267823.218750 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -267823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -267823.375000 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -267823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -267825.281250 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -267825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -267827.750000 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -267827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -267830.781250 Penalty: 4042.202637
	Iteration 28Q: 3 clusters Score -267830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -267832.000000 Penalty: 4042.202637
	Iteration 29Q: 3 clusters Score -267832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -267832.187500 Penalty: 4042.202637
	Iteration 30Q: 3 clusters Score -267832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -267832.187500 Penalty: 4042.202637
	Iteration 31F: 3 clusters Score -267832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Entering Unmasked Estep 
Score: -2849999.500000 Penalty: 2603.600098
	Iteration 0F: 2 clusters Score -2850000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2825260.500000 Penalty: 5207.200195
	Iteration 0F: 3 clusters Score -2825260 nChanged 16511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2834270.000000 Penalty: 5207.200195
	Iteration 1F: 3 clusters Score -2834270 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2834734.750000 Penalty: 5207.200195
	Iteration 2Q: 3 clusters Score -2834735 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2835159.250000 Penalty: 5207.200195
	Iteration 3Q: 3 clusters Score -2835159 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2835610.250000 Penalty: 5207.200195
	Iteration 4Q: 3 clusters Score -2835610 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2836192.250000 Penalty: 5207.200195
	Iteration 5Q: 3 clusters Score -2836192 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2836998.750000 Penalty: 5207.200195
	Iteration 6Q: 3 clusters Score -2836999 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2838109.750000 Penalty: 5207.200195
	Iteration 7Q: 3 clusters Score -2838110 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2839641.750000 Penalty: 5207.200195
	Iteration 8F: 3 clusters Score -2839642 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -2841481.500000 Penalty: 5207.200195
	Iteration 9F: 3 clusters Score -2841482 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2843293.500000 Penalty: 5207.200195
	Iteration 10F: 3 clusters Score -2843294 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -2844801.750000 Penalty: 5207.200195
	Iteration 11Q: 3 clusters Score -2844802 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -2845923.500000 Penalty: 5207.200195
	Iteration 12Q: 3 clusters Score -2845924 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -2846626.500000 Penalty: 5207.200195
	Iteration 13Q: 3 clusters Score -2846626 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -2847028.000000 Penalty: 5207.200195
	Iteration 14Q: 3 clusters Score -2847028 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -2847267.000000 Penalty: 5207.200195
	Iteration 15Q: 3 clusters Score -2847267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -2847388.500000 Penalty: 5207.200195
	Iteration 16Q: 3 clusters Score -2847388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -2847483.500000 Penalty: 5207.200195
	Iteration 17Q: 3 clusters Score -2847484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2847557.750000 Penalty: 5207.200195
	Iteration 18Q: 3 clusters Score -2847558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -2847593.500000 Penalty: 5207.200195
	Iteration 19Q: 3 clusters Score -2847594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -2847626.750000 Penalty: 5207.200195
	Iteration 20F: 3 clusters Score -2847627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -2847653.750000 Penalty: 5207.200195
	Iteration 21Q: 3 clusters Score -2847654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -2847681.000000 Penalty: 5207.200195
	Iteration 22Q: 3 clusters Score -2847681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -2847698.250000 Penalty: 5207.200195
	Iteration 23Q: 3 clusters Score -2847698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -2847711.250000 Penalty: 5207.200195
	Iteration 24Q: 3 clusters Score -2847711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -2847732.750000 Penalty: 5207.200195
	Iteration 25Q: 3 clusters Score -2847733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -2847747.250000 Penalty: 5207.200195
	Iteration 26Q: 3 clusters Score -2847747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -2847764.750000 Penalty: 5207.200195
	Iteration 27Q: 3 clusters Score -2847765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -2847781.000000 Penalty: 5207.200195
	Iteration 28Q: 3 clusters Score -2847781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -2847799.750000 Penalty: 5207.200195
	Iteration 29Q: 3 clusters Score -2847800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -2847816.000000 Penalty: 5207.200195
	Iteration 30Q: 3 clusters Score -2847816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -2847829.000000 Penalty: 5207.200195
	Iteration 31Q: 3 clusters Score -2847829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -2847831.000000 Penalty: 5207.200195
	Iteration 32Q: 3 clusters Score -2847831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -2847841.500000 Penalty: 5207.200195
	Iteration 33Q: 3 clusters Score -2847842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -2847843.500000 Penalty: 5207.200195
	Iteration 34Q: 3 clusters Score -2847844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -2847851.250000 Penalty: 5207.200195
	Iteration 35Q: 3 clusters Score -2847851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -2847867.250000 Penalty: 5207.200195
	Iteration 36Q: 3 clusters Score -2847867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -2847873.000000 Penalty: 5207.200195
	Iteration 37Q: 3 clusters Score -2847873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -2847883.750000 Penalty: 5207.200195
	Iteration 38Q: 3 clusters Score -2847884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -2847885.000000 Penalty: 5207.200195
	Iteration 39Q: 3 clusters Score -2847885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -2847885.250000 Penalty: 5207.200195
	Iteration 40F: 3 clusters Score -2847885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -2847887.250000 Penalty: 5207.200195
	Iteration 41Q: 3 clusters Score -2847887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -2847888.750000 Penalty: 5207.200195
	Iteration 42Q: 3 clusters Score -2847889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -2847891.500000 Penalty: 5207.200195
	Iteration 43Q: 3 clusters Score -2847892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -2847895.500000 Penalty: 5207.200195
	Iteration 44Q: 3 clusters Score -2847896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -2847897.750000 Penalty: 5207.200195
	Iteration 45Q: 3 clusters Score -2847898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -2847896.000000 Penalty: 5207.200195
	Iteration 46Q: 3 clusters Score -2847896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -2847897.000000 Penalty: 5207.200195
	Iteration 47Q: 3 clusters Score -2847897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -2847898.250000 Penalty: 5207.200195
	Iteration 48Q: 3 clusters Score -2847898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -2847898.000000 Penalty: 5207.200195
	Iteration 49Q: 3 clusters Score -2847898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -2847895.000000 Penalty: 5207.200195
	Iteration 50Q: 3 clusters Score -2847895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -2847901.500000 Penalty: 5207.200195
	Iteration 51Q: 3 clusters Score -2847902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -2847903.500000 Penalty: 5207.200195
	Iteration 52Q: 3 clusters Score -2847904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -2847903.500000 Penalty: 5207.200195
	Iteration 53F: 3 clusters Score -2847904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -671076.937500 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -671076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -664360.312500 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -664360.3 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -666218.062500 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -666218.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -666511.687500 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -666511.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -666730.625000 Penalty: 4493.693359
	Iteration 3F: 3 clusters Score -666730.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -666912.875000 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -666912.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -667072.687500 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -667072.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -667270.500000 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -667270.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -667527.125000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -667527.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -667830.812500 Penalty: 4493.693359
	Iteration 8F: 3 clusters Score -667830.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -668130.187500 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -668130.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -668402.750000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -668402.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -668620.437500 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -668620.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -668783.562500 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -668783.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -668893.937500 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -668893.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -668975.812500 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -668975.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -669035.625000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -669035.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -669088.875000 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -669088.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -669123.562500 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -669123.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -669142.062500 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -669142.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -669152.875000 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -669152.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -669157.125000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -669157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -669162.562500 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -669162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -669170.187500 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -669170.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -669175.250000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -669175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -669181.062500 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -669181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -669185.312500 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -669185.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -669188.687500 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -669188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -669194.312500 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -669194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -669199.437500 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -669199.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -669207.500000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -669207.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -669212.812500 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -669212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -669220.375000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -669220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -669230.875000 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -669230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -669236.250000 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -669236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -669243.062500 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -669243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -669248.000000 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -669248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -669251.312500 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -669251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -669254.687500 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -669254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -669256.187500 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -669256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -669257.500000 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -669257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -669257.500000 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -669257.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Entering Unmasked Estep 
Score: -1643700.375000 Penalty: 2467.289307
	Iteration 0F: 2 clusters Score -1643700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1629128.375000 Penalty: 4934.578613
	Iteration 0F: 3 clusters Score -1629128 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1633913.625000 Penalty: 4934.578613
	Iteration 1F: 3 clusters Score -1633914 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1634293.375000 Penalty: 4934.578613
	Iteration 2Q: 3 clusters Score -1634293 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1634713.375000 Penalty: 4934.578613
	Iteration 3Q: 3 clusters Score -1634713 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1635245.000000 Penalty: 4934.578613
	Iteration 4Q: 3 clusters Score -1635245 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1636052.750000 Penalty: 4934.578613
	Iteration 5F: 3 clusters Score -1636053 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1637253.000000 Penalty: 4934.578613
	Iteration 6F: 3 clusters Score -1637253 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1638778.750000 Penalty: 4934.578613
	Iteration 7F: 3 clusters Score -1638779 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1640164.750000 Penalty: 4934.578613
	Iteration 8F: 3 clusters Score -1640165 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1641172.750000 Penalty: 4934.578613
	Iteration 9F: 3 clusters Score -1641173 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1641822.875000 Penalty: 4934.578613
	Iteration 10Q: 3 clusters Score -1641823 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1642193.500000 Penalty: 4934.578613
	Iteration 11Q: 3 clusters Score -1642194 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1642383.250000 Penalty: 4934.578613
	Iteration 12Q: 3 clusters Score -1642383 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1642489.750000 Penalty: 4934.578613
	Iteration 13Q: 3 clusters Score -1642490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1642538.750000 Penalty: 4934.578613
	Iteration 14Q: 3 clusters Score -1642539 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1642568.875000 Penalty: 4934.578613
	Iteration 15Q: 3 clusters Score -1642569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1642584.500000 Penalty: 4934.578613
	Iteration 16Q: 3 clusters Score -1642584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1642599.000000 Penalty: 4934.578613
	Iteration 17Q: 3 clusters Score -1642599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1642603.500000 Penalty: 4934.578613
	Iteration 18Q: 3 clusters Score -1642604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1642610.000000 Penalty: 4934.578613
	Iteration 19Q: 3 clusters Score -1642610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1642612.000000 Penalty: 4934.578613
	Iteration 20F: 3 clusters Score -1642612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1642622.750000 Penalty: 4934.578613
	Iteration 21Q: 3 clusters Score -1642623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1642623.875000 Penalty: 4934.578613
	Iteration 22Q: 3 clusters Score -1642624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1642633.875000 Penalty: 4934.578613
	Iteration 23Q: 3 clusters Score -1642634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1642634.500000 Penalty: 4934.578613
	Iteration 24Q: 3 clusters Score -1642634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1642649.125000 Penalty: 4934.578613
	Iteration 25Q: 3 clusters Score -1642649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1642655.125000 Penalty: 4934.578613
	Iteration 26Q: 3 clusters Score -1642655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1642664.250000 Penalty: 4934.578613
	Iteration 27Q: 3 clusters Score -1642664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1642670.500000 Penalty: 4934.578613
	Iteration 28Q: 3 clusters Score -1642670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1642673.500000 Penalty: 4934.578613
	Iteration 29Q: 3 clusters Score -1642674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1642679.000000 Penalty: 4934.578613
	Iteration 30Q: 3 clusters Score -1642679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1642687.125000 Penalty: 4934.578613
	Iteration 31Q: 3 clusters Score -1642687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1642688.000000 Penalty: 4934.578613
	Iteration 32Q: 3 clusters Score -1642688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1642691.250000 Penalty: 4934.578613
	Iteration 33Q: 3 clusters Score -1642691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1642696.125000 Penalty: 4934.578613
	Iteration 34Q: 3 clusters Score -1642696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1642700.250000 Penalty: 4934.578613
	Iteration 35Q: 3 clusters Score -1642700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1642697.125000 Penalty: 4934.578613
	Iteration 36Q: 3 clusters Score -1642697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1642699.875000 Penalty: 4934.578613
	Iteration 37Q: 3 clusters Score -1642700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1642701.250000 Penalty: 4934.578613
	Iteration 38Q: 3 clusters Score -1642701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1642708.125000 Penalty: 4934.578613
	Iteration 39Q: 3 clusters Score -1642708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1642707.000000 Penalty: 4934.578613
	Iteration 40F: 3 clusters Score -1642707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1642704.625000 Penalty: 4934.578613
	Iteration 41Q: 3 clusters Score -1642705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1642706.500000 Penalty: 4934.578613
	Iteration 42Q: 3 clusters Score -1642706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1642710.000000 Penalty: 4934.578613
	Iteration 43Q: 3 clusters Score -1642710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1642708.875000 Penalty: 4934.578613
	Iteration 44Q: 3 clusters Score -1642709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1642708.750000 Penalty: 4934.578613
	Iteration 45Q: 3 clusters Score -1642709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1642707.375000 Penalty: 4934.578613
	Iteration 46Q: 3 clusters Score -1642707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1642708.250000 Penalty: 4934.578613
	Iteration 47Q: 3 clusters Score -1642708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1642708.250000 Penalty: 4934.578613
	Iteration 48F: 3 clusters Score -1642708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -378599.156250 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -378599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -374214.281250 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -374214.3 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -375188.593750 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -375188.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -375355.718750 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -375355.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -375465.656250 Penalty: 4214.405762
	Iteration 3Q: 3 clusters Score -375465.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -375560.000000 Penalty: 4214.405762
	Iteration 4Q: 3 clusters Score -375560 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -375643.468750 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -375643.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -375725.968750 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -375726 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -375817.281250 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -375817.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -375937.156250 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -375937.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -376084.406250 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -376084.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -376230.312500 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -376230.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -376396.250000 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -376396.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -376585.187500 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -376585.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -376735.312500 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -376735.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -376849.750000 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -376849.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -376928.093750 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -376928.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -377000.093750 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -377000.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -377051.156250 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -377051.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -377082.375000 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -377082.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -377107.812500 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -377107.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -377124.875000 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -377124.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -377135.562500 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -377135.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -377144.906250 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -377144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -377153.093750 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -377153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -377156.406250 Penalty: 4214.405762
	Iteration 24Q: 3 clusters Score -377156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -377157.843750 Penalty: 4214.405762
	Iteration 25Q: 3 clusters Score -377157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -377160.156250 Penalty: 4214.405762
	Iteration 26Q: 3 clusters Score -377160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -377160.687500 Penalty: 4214.405762
	Iteration 27Q: 3 clusters Score -377160.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -377164.187500 Penalty: 4214.405762
	Iteration 28Q: 3 clusters Score -377164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -377165.062500 Penalty: 4214.405762
	Iteration 29Q: 3 clusters Score -377165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -377166.250000 Penalty: 4214.405762
	Iteration 30Q: 3 clusters Score -377166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -377166.250000 Penalty: 4214.405762
	Iteration 31F: 3 clusters Score -377166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (35670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Entering Unmasked Estep 
Score: -2954517.000000 Penalty: 2599.552246
	Iteration 0F: 2 clusters Score -2954517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2930292.500000 Penalty: 5199.104492
	Iteration 0F: 3 clusters Score -2930292 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2939077.750000 Penalty: 5199.104492
	Iteration 1F: 3 clusters Score -2939078 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2939584.000000 Penalty: 5199.104492
	Iteration 2Q: 3 clusters Score -2939584 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2940103.500000 Penalty: 5199.104492
	Iteration 3Q: 3 clusters Score -2940104 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2940619.000000 Penalty: 5199.104492
	Iteration 4Q: 3 clusters Score -2940619 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2941137.000000 Penalty: 5199.104492
	Iteration 5Q: 3 clusters Score -2941137 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2941710.000000 Penalty: 5199.104492
	Iteration 6Q: 3 clusters Score -2941710 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2942458.500000 Penalty: 5199.104492
	Iteration 7Q: 3 clusters Score -2942458 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2943554.250000 Penalty: 5199.104492
	Iteration 8F: 3 clusters Score -2943554 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2945144.500000 Penalty: 5199.104492
	Iteration 9F: 3 clusters Score -2945144 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2947084.250000 Penalty: 5199.104492
	Iteration 10F: 3 clusters Score -2947084 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2948822.750000 Penalty: 5199.104492
	Iteration 11F: 3 clusters Score -2948823 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -2949826.000000 Penalty: 5199.104492
	Iteration 12Q: 3 clusters Score -2949826 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -2950359.250000 Penalty: 5199.104492
	Iteration 13Q: 3 clusters Score -2950359 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -2950659.500000 Penalty: 5199.104492
	Iteration 14Q: 3 clusters Score -2950660 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2950857.250000 Penalty: 5199.104492
	Iteration 15Q: 3 clusters Score -2950857 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -2951046.250000 Penalty: 5199.104492
	Iteration 16Q: 3 clusters Score -2951046 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -2951193.000000 Penalty: 5199.104492
	Iteration 17Q: 3 clusters Score -2951193 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -2951311.000000 Penalty: 5199.104492
	Iteration 18Q: 3 clusters Score -2951311 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -2951404.250000 Penalty: 5199.104492
	Iteration 19Q: 3 clusters Score -2951404 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -2951523.750000 Penalty: 5199.104492
	Iteration 20F: 3 clusters Score -2951524 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -2951601.500000 Penalty: 5199.104492
	Iteration 21Q: 3 clusters Score -2951602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -2951665.500000 Penalty: 5199.104492
	Iteration 22Q: 3 clusters Score -2951666 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -2951738.500000 Penalty: 5199.104492
	Iteration 23Q: 3 clusters Score -2951738 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -2951800.750000 Penalty: 5199.104492
	Iteration 24Q: 3 clusters Score -2951801 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -2951851.000000 Penalty: 5199.104492
	Iteration 25Q: 3 clusters Score -2951851 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -2951926.000000 Penalty: 5199.104492
	Iteration 26Q: 3 clusters Score -2951926 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -2951997.750000 Penalty: 5199.104492
	Iteration 27Q: 3 clusters Score -2951998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -2952043.500000 Penalty: 5199.104492
	Iteration 28Q: 3 clusters Score -2952044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -2952086.750000 Penalty: 5199.104492
	Iteration 29Q: 3 clusters Score -2952087 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -2952130.250000 Penalty: 5199.104492
	Iteration 30Q: 3 clusters Score -2952130 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -2952163.250000 Penalty: 5199.104492
	Iteration 31Q: 3 clusters Score -2952163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -2952204.250000 Penalty: 5199.104492
	Iteration 32Q: 3 clusters Score -2952204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -2952236.750000 Penalty: 5199.104492
	Iteration 33Q: 3 clusters Score -2952237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -2952274.500000 Penalty: 5199.104492
	Iteration 34Q: 3 clusters Score -2952274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -2952303.500000 Penalty: 5199.104492
	Iteration 35Q: 3 clusters Score -2952304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -2952329.500000 Penalty: 5199.104492
	Iteration 36Q: 3 clusters Score -2952330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -2952346.750000 Penalty: 5199.104492
	Iteration 37Q: 3 clusters Score -2952347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -2952367.000000 Penalty: 5199.104492
	Iteration 38Q: 3 clusters Score -2952367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -2952383.750000 Penalty: 5199.104492
	Iteration 39Q: 3 clusters Score -2952384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -2952400.250000 Penalty: 5199.104492
	Iteration 40F: 3 clusters Score -2952400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -2952422.250000 Penalty: 5199.104492
	Iteration 41Q: 3 clusters Score -2952422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -2952439.000000 Penalty: 5199.104492
	Iteration 42Q: 3 clusters Score -2952439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -2952448.250000 Penalty: 5199.104492
	Iteration 43Q: 3 clusters Score -2952448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -2952464.750000 Penalty: 5199.104492
	Iteration 44Q: 3 clusters Score -2952465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -2952470.750000 Penalty: 5199.104492
	Iteration 45Q: 3 clusters Score -2952471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -2952475.000000 Penalty: 5199.104492
	Iteration 46Q: 3 clusters Score -2952475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -2952481.250000 Penalty: 5199.104492
	Iteration 47Q: 3 clusters Score -2952481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -2952478.250000 Penalty: 5199.104492
	Iteration 48Q: 3 clusters Score -2952478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -2952481.250000 Penalty: 5199.104492
	Iteration 49Q: 3 clusters Score -2952481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -2952483.750000 Penalty: 5199.104492
	Iteration 50Q: 3 clusters Score -2952484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -2952486.000000 Penalty: 5199.104492
	Iteration 51Q: 3 clusters Score -2952486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -2952486.500000 Penalty: 5199.104492
	Iteration 52Q: 3 clusters Score -2952486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -2952486.750000 Penalty: 5199.104492
	Iteration 53Q: 3 clusters Score -2952487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -2952496.500000 Penalty: 5199.104492
	Iteration 54Q: 3 clusters Score -2952496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -2952498.500000 Penalty: 5199.104492
	Iteration 55Q: 3 clusters Score -2952498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -2952501.250000 Penalty: 5199.104492
	Iteration 56Q: 3 clusters Score -2952501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -2952501.000000 Penalty: 5199.104492
	Iteration 57Q: 3 clusters Score -2952501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -2952508.500000 Penalty: 5199.104492
	Iteration 58Q: 3 clusters Score -2952508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -2952510.000000 Penalty: 5199.104492
	Iteration 59Q: 3 clusters Score -2952510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -2952511.750000 Penalty: 5199.104492
	Iteration 60F: 3 clusters Score -2952512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -2952512.750000 Penalty: 5199.104492
	Iteration 61Q: 3 clusters Score -2952513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -2952512.750000 Penalty: 5199.104492
	Iteration 62F: 3 clusters Score -2952513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Entering Unmasked Estep 
Score: -2362362.000000 Penalty: 2543.437988
	Iteration 0F: 2 clusters Score -2362362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2342927.000000 Penalty: 5086.875977
	Iteration 0F: 3 clusters Score -2342927 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2349727.500000 Penalty: 5086.875977
	Iteration 1F: 3 clusters Score -2349728 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2350076.500000 Penalty: 5086.875977
	Iteration 2Q: 3 clusters Score -2350076 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2350390.000000 Penalty: 5086.875977
	Iteration 3Q: 3 clusters Score -2350390 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2350653.750000 Penalty: 5086.875977
	Iteration 4Q: 3 clusters Score -2350654 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2350873.000000 Penalty: 5086.875977
	Iteration 5Q: 3 clusters Score -2350873 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2351053.500000 Penalty: 5086.875977
	Iteration 6Q: 3 clusters Score -2351054 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2351232.250000 Penalty: 5086.875977
	Iteration 7Q: 3 clusters Score -2351232 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2351411.750000 Penalty: 5086.875977
	Iteration 8Q: 3 clusters Score -2351412 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2351629.750000 Penalty: 5086.875977
	Iteration 9Q: 3 clusters Score -2351630 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2351833.000000 Penalty: 5086.875977
	Iteration 10Q: 3 clusters Score -2351833 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2352065.750000 Penalty: 5086.875977
	Iteration 11Q: 3 clusters Score -2352066 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2352371.500000 Penalty: 5086.875977
	Iteration 12Q: 3 clusters Score -2352372 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2352727.250000 Penalty: 5086.875977
	Iteration 13Q: 3 clusters Score -2352727 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2353160.000000 Penalty: 5086.875977
	Iteration 14Q: 3 clusters Score -2353160 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2353747.500000 Penalty: 5086.875977
	Iteration 15Q: 3 clusters Score -2353748 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2354482.500000 Penalty: 5086.875977
	Iteration 16Q: 3 clusters Score -2354482 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2355337.000000 Penalty: 5086.875977
	Iteration 17Q: 3 clusters Score -2355337 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2356309.500000 Penalty: 5086.875977
	Iteration 18Q: 3 clusters Score -2356310 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2357194.500000 Penalty: 5086.875977
	Iteration 19Q: 3 clusters Score -2357194 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2357886.250000 Penalty: 5086.875977
	Iteration 20F: 3 clusters Score -2357886 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2358442.000000 Penalty: 5086.875977
	Iteration 21Q: 3 clusters Score -2358442 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2358866.750000 Penalty: 5086.875977
	Iteration 22Q: 3 clusters Score -2358867 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2359170.250000 Penalty: 5086.875977
	Iteration 23Q: 3 clusters Score -2359170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2359395.000000 Penalty: 5086.875977
	Iteration 24Q: 3 clusters Score -2359395 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2359576.250000 Penalty: 5086.875977
	Iteration 25Q: 3 clusters Score -2359576 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2359727.000000 Penalty: 5086.875977
	Iteration 26Q: 3 clusters Score -2359727 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2359810.500000 Penalty: 5086.875977
	Iteration 27Q: 3 clusters Score -2359810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2359865.250000 Penalty: 5086.875977
	Iteration 28Q: 3 clusters Score -2359865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2359916.250000 Penalty: 5086.875977
	Iteration 29Q: 3 clusters Score -2359916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2359976.750000 Penalty: 5086.875977
	Iteration 30Q: 3 clusters Score -2359977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2360027.500000 Penalty: 5086.875977
	Iteration 31Q: 3 clusters Score -2360028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2360073.000000 Penalty: 5086.875977
	Iteration 32Q: 3 clusters Score -2360073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2360098.500000 Penalty: 5086.875977
	Iteration 33Q: 3 clusters Score -2360098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2360113.750000 Penalty: 5086.875977
	Iteration 34Q: 3 clusters Score -2360114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2360126.250000 Penalty: 5086.875977
	Iteration 35Q: 3 clusters Score -2360126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2360140.000000 Penalty: 5086.875977
	Iteration 36Q: 3 clusters Score -2360140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2360138.000000 Penalty: 5086.875977
	Iteration 37Q: 3 clusters Score -2360138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2360143.500000 Penalty: 5086.875977
	Iteration 38Q: 3 clusters Score -2360144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2360154.500000 Penalty: 5086.875977
	Iteration 39Q: 3 clusters Score -2360154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2360155.500000 Penalty: 5086.875977
	Iteration 40F: 3 clusters Score -2360156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2360156.750000 Penalty: 5086.875977
	Iteration 41Q: 3 clusters Score -2360157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2360161.250000 Penalty: 5086.875977
	Iteration 42Q: 3 clusters Score -2360161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2360160.750000 Penalty: 5086.875977
	Iteration 43Q: 3 clusters Score -2360161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2360163.250000 Penalty: 5086.875977
	Iteration 44Q: 3 clusters Score -2360163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2360163.500000 Penalty: 5086.875977
	Iteration 45Q: 3 clusters Score -2360164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2360169.250000 Penalty: 5086.875977
	Iteration 46Q: 3 clusters Score -2360169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2360173.500000 Penalty: 5086.875977
	Iteration 47Q: 3 clusters Score -2360174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2360182.750000 Penalty: 5086.875977
	Iteration 48Q: 3 clusters Score -2360183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2360186.250000 Penalty: 5086.875977
	Iteration 49Q: 3 clusters Score -2360186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2360185.000000 Penalty: 5086.875977
	Iteration 50Q: 3 clusters Score -2360185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2360184.500000 Penalty: 5086.875977
	Iteration 51Q: 3 clusters Score -2360184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2360184.750000 Penalty: 5086.875977
	Iteration 52Q: 3 clusters Score -2360185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2360188.250000 Penalty: 5086.875977
	Iteration 53Q: 3 clusters Score -2360188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2360189.750000 Penalty: 5086.875977
	Iteration 54Q: 3 clusters Score -2360190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2360194.750000 Penalty: 5086.875977
	Iteration 55Q: 3 clusters Score -2360195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2360197.500000 Penalty: 5086.875977
	Iteration 56Q: 3 clusters Score -2360198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2360196.250000 Penalty: 5086.875977
	Iteration 57Q: 3 clusters Score -2360196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2360194.000000 Penalty: 5086.875977
	Iteration 58Q: 3 clusters Score -2360194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2360194.000000 Penalty: 5086.875977
	Iteration 59F: 3 clusters Score -2360194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Entering Unmasked Estep 
Score: -1680307.500000 Penalty: 2468.353760
	Iteration 0F: 2 clusters Score -1680308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1665612.375000 Penalty: 4936.707520
	Iteration 0F: 3 clusters Score -1665612 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1670474.250000 Penalty: 4936.707520
	Iteration 1F: 3 clusters Score -1670474 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1670919.500000 Penalty: 4936.707520
	Iteration 2F: 3 clusters Score -1670920 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1671293.500000 Penalty: 4936.707520
	Iteration 3Q: 3 clusters Score -1671294 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1671724.500000 Penalty: 4936.707520
	Iteration 4Q: 3 clusters Score -1671724 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1672282.625000 Penalty: 4936.707520
	Iteration 5F: 3 clusters Score -1672283 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1673059.375000 Penalty: 4936.707520
	Iteration 6F: 3 clusters Score -1673059 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1674104.625000 Penalty: 4936.707520
	Iteration 7F: 3 clusters Score -1674105 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1675394.125000 Penalty: 4936.707520
	Iteration 8F: 3 clusters Score -1675394 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1676541.750000 Penalty: 4936.707520
	Iteration 9F: 3 clusters Score -1676542 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1677300.500000 Penalty: 4936.707520
	Iteration 10Q: 3 clusters Score -1677300 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1677701.875000 Penalty: 4936.707520
	Iteration 11Q: 3 clusters Score -1677702 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1677884.500000 Penalty: 4936.707520
	Iteration 12Q: 3 clusters Score -1677884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1677990.375000 Penalty: 4936.707520
	Iteration 13Q: 3 clusters Score -1677990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1678050.750000 Penalty: 4936.707520
	Iteration 14Q: 3 clusters Score -1678051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1678089.000000 Penalty: 4936.707520
	Iteration 15Q: 3 clusters Score -1678089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1678123.625000 Penalty: 4936.707520
	Iteration 16Q: 3 clusters Score -1678124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1678153.875000 Penalty: 4936.707520
	Iteration 17Q: 3 clusters Score -1678154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1678170.000000 Penalty: 4936.707520
	Iteration 18Q: 3 clusters Score -1678170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1678183.750000 Penalty: 4936.707520
	Iteration 19Q: 3 clusters Score -1678184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1678190.375000 Penalty: 4936.707520
	Iteration 20F: 3 clusters Score -1678190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1678196.625000 Penalty: 4936.707520
	Iteration 21Q: 3 clusters Score -1678197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1678199.875000 Penalty: 4936.707520
	Iteration 22Q: 3 clusters Score -1678200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1678205.750000 Penalty: 4936.707520
	Iteration 23Q: 3 clusters Score -1678206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1678207.750000 Penalty: 4936.707520
	Iteration 24Q: 3 clusters Score -1678208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1678208.750000 Penalty: 4936.707520
	Iteration 25Q: 3 clusters Score -1678209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1678210.500000 Penalty: 4936.707520
	Iteration 26Q: 3 clusters Score -1678210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1678214.250000 Penalty: 4936.707520
	Iteration 27Q: 3 clusters Score -1678214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1678221.750000 Penalty: 4936.707520
	Iteration 28Q: 3 clusters Score -1678222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1678219.625000 Penalty: 4936.707520
	Iteration 29Q: 3 clusters Score -1678220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1678226.875000 Penalty: 4936.707520
	Iteration 30Q: 3 clusters Score -1678227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1678226.125000 Penalty: 4936.707520
	Iteration 31Q: 3 clusters Score -1678226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1678228.000000 Penalty: 4936.707520
	Iteration 32Q: 3 clusters Score -1678228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1678228.000000 Penalty: 4936.707520
	Iteration 33F: 3 clusters Score -1678228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Entering Unmasked Estep 
Score: -1581263.750000 Penalty: 2444.554932
	Iteration 0F: 2 clusters Score -1581264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1567770.250000 Penalty: 4889.109863
	Iteration 0F: 3 clusters Score -1567770 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1572225.125000 Penalty: 4889.109863
	Iteration 1F: 3 clusters Score -1572225 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1572616.125000 Penalty: 4889.109863
	Iteration 2F: 3 clusters Score -1572616 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1572929.500000 Penalty: 4889.109863
	Iteration 3Q: 3 clusters Score -1572930 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1573192.250000 Penalty: 4889.109863
	Iteration 4Q: 3 clusters Score -1573192 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1573437.750000 Penalty: 4889.109863
	Iteration 5Q: 3 clusters Score -1573438 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1573665.500000 Penalty: 4889.109863
	Iteration 6Q: 3 clusters Score -1573666 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1573908.000000 Penalty: 4889.109863
	Iteration 7Q: 3 clusters Score -1573908 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1574168.000000 Penalty: 4889.109863
	Iteration 8Q: 3 clusters Score -1574168 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1574416.750000 Penalty: 4889.109863
	Iteration 9Q: 3 clusters Score -1574417 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1574695.375000 Penalty: 4889.109863
	Iteration 10Q: 3 clusters Score -1574695 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1574988.375000 Penalty: 4889.109863
	Iteration 11Q: 3 clusters Score -1574988 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1575303.125000 Penalty: 4889.109863
	Iteration 12Q: 3 clusters Score -1575303 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1575679.250000 Penalty: 4889.109863
	Iteration 13Q: 3 clusters Score -1575679 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1576075.875000 Penalty: 4889.109863
	Iteration 14Q: 3 clusters Score -1576076 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1576489.750000 Penalty: 4889.109863
	Iteration 15Q: 3 clusters Score -1576490 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1576812.500000 Penalty: 4889.109863
	Iteration 16Q: 3 clusters Score -1576812 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1577044.875000 Penalty: 4889.109863
	Iteration 17Q: 3 clusters Score -1577045 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1577218.125000 Penalty: 4889.109863
	Iteration 18Q: 3 clusters Score -1577218 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1577347.250000 Penalty: 4889.109863
	Iteration 19Q: 3 clusters Score -1577347 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1577427.000000 Penalty: 4889.109863
	Iteration 20F: 3 clusters Score -1577427 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1577496.750000 Penalty: 4889.109863
	Iteration 21Q: 3 clusters Score -1577497 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1577541.250000 Penalty: 4889.109863
	Iteration 22Q: 3 clusters Score -1577541 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1577582.250000 Penalty: 4889.109863
	Iteration 23Q: 3 clusters Score -1577582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1577621.375000 Penalty: 4889.109863
	Iteration 24Q: 3 clusters Score -1577621 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1577656.375000 Penalty: 4889.109863
	Iteration 25Q: 3 clusters Score -1577656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1577690.125000 Penalty: 4889.109863
	Iteration 26Q: 3 clusters Score -1577690 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1577716.250000 Penalty: 4889.109863
	Iteration 27Q: 3 clusters Score -1577716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1577732.875000 Penalty: 4889.109863
	Iteration 28Q: 3 clusters Score -1577733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1577757.625000 Penalty: 4889.109863
	Iteration 29Q: 3 clusters Score -1577758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1577779.750000 Penalty: 4889.109863
	Iteration 30Q: 3 clusters Score -1577780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1577801.250000 Penalty: 4889.109863
	Iteration 31Q: 3 clusters Score -1577801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1577813.875000 Penalty: 4889.109863
	Iteration 32Q: 3 clusters Score -1577814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1577834.125000 Penalty: 4889.109863
	Iteration 33Q: 3 clusters Score -1577834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1577841.500000 Penalty: 4889.109863
	Iteration 34Q: 3 clusters Score -1577842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1577853.000000 Penalty: 4889.109863
	Iteration 35Q: 3 clusters Score -1577853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1577868.875000 Penalty: 4889.109863
	Iteration 36Q: 3 clusters Score -1577869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1577889.750000 Penalty: 4889.109863
	Iteration 37Q: 3 clusters Score -1577890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1577906.375000 Penalty: 4889.109863
	Iteration 38Q: 3 clusters Score -1577906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1577928.250000 Penalty: 4889.109863
	Iteration 39Q: 3 clusters Score -1577928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1577952.875000 Penalty: 4889.109863
	Iteration 40F: 3 clusters Score -1577953 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1577976.625000 Penalty: 4889.109863
	Iteration 41Q: 3 clusters Score -1577977 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1577999.750000 Penalty: 4889.109863
	Iteration 42Q: 3 clusters Score -1578000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1578021.250000 Penalty: 4889.109863
	Iteration 43Q: 3 clusters Score -1578021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1578031.625000 Penalty: 4889.109863
	Iteration 44Q: 3 clusters Score -1578032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1578057.375000 Penalty: 4889.109863
	Iteration 45Q: 3 clusters Score -1578057 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1578081.125000 Penalty: 4889.109863
	Iteration 46Q: 3 clusters Score -1578081 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1578102.250000 Penalty: 4889.109863
	Iteration 47Q: 3 clusters Score -1578102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1578128.875000 Penalty: 4889.109863
	Iteration 48Q: 3 clusters Score -1578129 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1578149.875000 Penalty: 4889.109863
	Iteration 49Q: 3 clusters Score -1578150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1578173.500000 Penalty: 4889.109863
	Iteration 50Q: 3 clusters Score -1578174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1578205.500000 Penalty: 4889.109863
	Iteration 51Q: 3 clusters Score -1578206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1578220.625000 Penalty: 4889.109863
	Iteration 52Q: 3 clusters Score -1578221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1578229.875000 Penalty: 4889.109863
	Iteration 53Q: 3 clusters Score -1578230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1578250.750000 Penalty: 4889.109863
	Iteration 54Q: 3 clusters Score -1578251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1578286.000000 Penalty: 4889.109863
	Iteration 55Q: 3 clusters Score -1578286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1578316.375000 Penalty: 4889.109863
	Iteration 56Q: 3 clusters Score -1578316 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1578351.000000 Penalty: 4889.109863
	Iteration 57Q: 3 clusters Score -1578351 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1578379.375000 Penalty: 4889.109863
	Iteration 58Q: 3 clusters Score -1578379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1578412.250000 Penalty: 4889.109863
	Iteration 59Q: 3 clusters Score -1578412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1578454.375000 Penalty: 4889.109863
	Iteration 60F: 3 clusters Score -1578454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1578488.000000 Penalty: 4889.109863
	Iteration 61Q: 3 clusters Score -1578488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1578530.250000 Penalty: 4889.109863
	Iteration 62Q: 3 clusters Score -1578530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1578576.250000 Penalty: 4889.109863
	Iteration 63Q: 3 clusters Score -1578576 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1578618.750000 Penalty: 4889.109863
	Iteration 64Q: 3 clusters Score -1578619 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1578653.875000 Penalty: 4889.109863
	Iteration 65Q: 3 clusters Score -1578654 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1578698.125000 Penalty: 4889.109863
	Iteration 66Q: 3 clusters Score -1578698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1578731.625000 Penalty: 4889.109863
	Iteration 67Q: 3 clusters Score -1578732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1578766.125000 Penalty: 4889.109863
	Iteration 68Q: 3 clusters Score -1578766 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1578780.750000 Penalty: 4889.109863
	Iteration 69Q: 3 clusters Score -1578781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1578798.375000 Penalty: 4889.109863
	Iteration 70Q: 3 clusters Score -1578798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1578825.125000 Penalty: 4889.109863
	Iteration 71Q: 3 clusters Score -1578825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1578852.125000 Penalty: 4889.109863
	Iteration 72Q: 3 clusters Score -1578852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1578865.750000 Penalty: 4889.109863
	Iteration 73Q: 3 clusters Score -1578866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1578886.750000 Penalty: 4889.109863
	Iteration 74Q: 3 clusters Score -1578887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1578902.625000 Penalty: 4889.109863
	Iteration 75Q: 3 clusters Score -1578903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1578928.250000 Penalty: 4889.109863
	Iteration 76Q: 3 clusters Score -1578928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -1578954.500000 Penalty: 4889.109863
	Iteration 77Q: 3 clusters Score -1578954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1578965.750000 Penalty: 4889.109863
	Iteration 78Q: 3 clusters Score -1578966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1578982.625000 Penalty: 4889.109863
	Iteration 79Q: 3 clusters Score -1578983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1578996.875000 Penalty: 4889.109863
	Iteration 80F: 3 clusters Score -1578997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1579018.250000 Penalty: 4889.109863
	Iteration 81Q: 3 clusters Score -1579018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1579034.000000 Penalty: 4889.109863
	Iteration 82Q: 3 clusters Score -1579034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1579050.500000 Penalty: 4889.109863
	Iteration 83Q: 3 clusters Score -1579050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1579063.625000 Penalty: 4889.109863
	Iteration 84Q: 3 clusters Score -1579064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1579077.000000 Penalty: 4889.109863
	Iteration 85Q: 3 clusters Score -1579077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1579101.250000 Penalty: 4889.109863
	Iteration 86Q: 3 clusters Score -1579101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1579121.875000 Penalty: 4889.109863
	Iteration 87Q: 3 clusters Score -1579122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1579127.250000 Penalty: 4889.109863
	Iteration 88Q: 3 clusters Score -1579127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1579137.125000 Penalty: 4889.109863
	Iteration 89Q: 3 clusters Score -1579137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1579152.625000 Penalty: 4889.109863
	Iteration 90Q: 3 clusters Score -1579153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1579160.750000 Penalty: 4889.109863
	Iteration 91Q: 3 clusters Score -1579161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1579169.875000 Penalty: 4889.109863
	Iteration 92Q: 3 clusters Score -1579170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1579178.125000 Penalty: 4889.109863
	Iteration 93Q: 3 clusters Score -1579178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1579188.125000 Penalty: 4889.109863
	Iteration 94Q: 3 clusters Score -1579188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1579196.375000 Penalty: 4889.109863
	Iteration 95Q: 3 clusters Score -1579196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1579201.500000 Penalty: 4889.109863
	Iteration 96Q: 3 clusters Score -1579202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1579203.500000 Penalty: 4889.109863
	Iteration 97Q: 3 clusters Score -1579204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1579206.000000 Penalty: 4889.109863
	Iteration 98Q: 3 clusters Score -1579206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1579208.125000 Penalty: 4889.109863
	Iteration 99Q: 3 clusters Score -1579208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1579208.625000 Penalty: 4889.109863
	Iteration 100F: 3 clusters Score -1579209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1579211.875000 Penalty: 4889.109863
	Iteration 101Q: 3 clusters Score -1579212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1579214.000000 Penalty: 4889.109863
	Iteration 102Q: 3 clusters Score -1579214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1579216.375000 Penalty: 4889.109863
	Iteration 103Q: 3 clusters Score -1579216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1579210.875000 Penalty: 4889.109863
	Iteration 104Q: 3 clusters Score -1579211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1579211.250000 Penalty: 4889.109863
	Iteration 105Q: 3 clusters Score -1579211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1579216.000000 Penalty: 4889.109863
	Iteration 106Q: 3 clusters Score -1579216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1579214.875000 Penalty: 4889.109863
	Iteration 107Q: 3 clusters Score -1579215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1579214.750000 Penalty: 4889.109863
	Iteration 108Q: 3 clusters Score -1579215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1579214.750000 Penalty: 4889.109863
	Iteration 109F: 3 clusters Score -1579215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -56220.449219 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -56220.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54361.152344 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -54361.15 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -54710.531250 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -54710.53 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54807.574219 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -54807.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54861.039062 Penalty: 3397.136963
	Iteration 3Q: 3 clusters Score -54861.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54903.824219 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -54903.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54928.851562 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -54928.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54951.121094 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -54951.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -54975.304688 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -54975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54989.015625 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -54989.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55012.554688 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -55012.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55020.769531 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -55020.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55026.246094 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -55026.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -55033.488281 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -55033.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55035.277344 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -55035.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55039.117188 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -55039.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55045.128906 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -55045.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55046.113281 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -55046.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55046.703125 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -55046.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55046.703125 Penalty: 3397.136963
	Iteration 18F: 3 clusters Score -55046.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -101456.929688 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -101456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -99247.023438 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -99247.02 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99633.507812 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -99633.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -99750.039062 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -99750.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99813.242188 Penalty: 3572.889160
	Iteration 3Q: 3 clusters Score -99813.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -99854.726562 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -99854.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99883.882812 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -99883.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99896.070312 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -99896.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99903.250000 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -99903.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99906.632812 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -99906.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99912.304688 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -99912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99914.046875 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -99914.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99914.671875 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -99914.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99915.031250 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -99915.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -99915.031250 Penalty: 3572.889160
	Iteration 13F: 3 clusters Score -99915.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -503133.500000 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -503133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -497826.156250 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -497826.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -499039.093750 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -499039.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -499254.187500 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -499254.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -499400.156250 Penalty: 4339.709961
	Iteration 3Q: 3 clusters Score -499400.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -499483.250000 Penalty: 4339.709961
	Iteration 4Q: 3 clusters Score -499483.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -499554.437500 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -499554.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -499620.906250 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -499620.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -499715.968750 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -499716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -499830.125000 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -499830.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -499960.906250 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -499960.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -500074.750000 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -500074.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -500160.750000 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -500160.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -500230.437500 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -500230.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -500296.343750 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -500296.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -500347.593750 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -500347.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -500382.468750 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -500382.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -500416.125000 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -500416.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -500444.500000 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -500444.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -500468.875000 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -500468.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -500491.500000 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -500491.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -500506.187500 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -500506.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -500523.000000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -500523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -500539.718750 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -500539.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -500553.906250 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -500553.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -500564.562500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -500564.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -500570.218750 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -500570.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -500578.843750 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -500578.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -500585.250000 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -500585.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -500592.343750 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -500592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -500597.937500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -500597.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -500603.312500 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -500603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -500607.000000 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -500607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -500610.656250 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -500610.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -500617.843750 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -500617.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -500621.781250 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -500621.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -500628.281250 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -500628.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -500630.906250 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -500630.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -500632.687500 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -500632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -500634.156250 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -500634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -500634.531250 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -500634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -500639.375000 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -500639.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -500640.625000 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -500640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -500643.093750 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -500643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -500645.343750 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -500645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -500647.000000 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -500647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -500649.000000 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -500649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -500652.531250 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -500652.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -500654.031250 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -500654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -500655.937500 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -500655.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -500657.375000 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -500657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -500658.281250 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -500658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -500658.250000 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -500658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -500658.250000 Penalty: 4339.709961
	Iteration 52F: 3 clusters Score -500658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (27540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Entering Unmasked Estep 
Score: -2270989.250000 Penalty: 2535.401855
	Iteration 0F: 2 clusters Score -2270989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2251932.250000 Penalty: 5070.803711
	Iteration 0F: 3 clusters Score -2251932 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2258468.500000 Penalty: 5070.803711
	Iteration 1F: 3 clusters Score -2258468 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2258911.750000 Penalty: 5070.803711
	Iteration 2Q: 3 clusters Score -2258912 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2259283.750000 Penalty: 5070.803711
	Iteration 3Q: 3 clusters Score -2259284 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2259654.000000 Penalty: 5070.803711
	Iteration 4Q: 3 clusters Score -2259654 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2259994.250000 Penalty: 5070.803711
	Iteration 5Q: 3 clusters Score -2259994 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2260385.000000 Penalty: 5070.803711
	Iteration 6Q: 3 clusters Score -2260385 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2260861.250000 Penalty: 5070.803711
	Iteration 7Q: 3 clusters Score -2260861 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2261434.250000 Penalty: 5070.803711
	Iteration 8Q: 3 clusters Score -2261434 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2262127.250000 Penalty: 5070.803711
	Iteration 9Q: 3 clusters Score -2262127 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2262947.250000 Penalty: 5070.803711
	Iteration 10Q: 3 clusters Score -2262947 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2263882.500000 Penalty: 5070.803711
	Iteration 11Q: 3 clusters Score -2263882 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2264767.250000 Penalty: 5070.803711
	Iteration 12Q: 3 clusters Score -2264767 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2265563.000000 Penalty: 5070.803711
	Iteration 13Q: 3 clusters Score -2265563 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2266221.250000 Penalty: 5070.803711
	Iteration 14Q: 3 clusters Score -2266221 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2266758.750000 Penalty: 5070.803711
	Iteration 15Q: 3 clusters Score -2266759 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2267155.000000 Penalty: 5070.803711
	Iteration 16Q: 3 clusters Score -2267155 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2267463.750000 Penalty: 5070.803711
	Iteration 17Q: 3 clusters Score -2267464 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2267741.500000 Penalty: 5070.803711
	Iteration 18Q: 3 clusters Score -2267742 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2267943.500000 Penalty: 5070.803711
	Iteration 19Q: 3 clusters Score -2267944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2268118.500000 Penalty: 5070.803711
	Iteration 20F: 3 clusters Score -2268118 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2268232.000000 Penalty: 5070.803711
	Iteration 21Q: 3 clusters Score -2268232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2268315.500000 Penalty: 5070.803711
	Iteration 22Q: 3 clusters Score -2268316 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2268385.750000 Penalty: 5070.803711
	Iteration 23Q: 3 clusters Score -2268386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2268453.750000 Penalty: 5070.803711
	Iteration 24Q: 3 clusters Score -2268454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2268500.000000 Penalty: 5070.803711
	Iteration 25Q: 3 clusters Score -2268500 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2268552.500000 Penalty: 5070.803711
	Iteration 26Q: 3 clusters Score -2268552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2268603.500000 Penalty: 5070.803711
	Iteration 27Q: 3 clusters Score -2268604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2268630.000000 Penalty: 5070.803711
	Iteration 28Q: 3 clusters Score -2268630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2268648.250000 Penalty: 5070.803711
	Iteration 29Q: 3 clusters Score -2268648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2268659.750000 Penalty: 5070.803711
	Iteration 30Q: 3 clusters Score -2268660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2268663.250000 Penalty: 5070.803711
	Iteration 31Q: 3 clusters Score -2268663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2268677.250000 Penalty: 5070.803711
	Iteration 32Q: 3 clusters Score -2268677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2268686.750000 Penalty: 5070.803711
	Iteration 33Q: 3 clusters Score -2268687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2268690.000000 Penalty: 5070.803711
	Iteration 34Q: 3 clusters Score -2268690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2268700.000000 Penalty: 5070.803711
	Iteration 35Q: 3 clusters Score -2268700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2268712.500000 Penalty: 5070.803711
	Iteration 36Q: 3 clusters Score -2268712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2268722.750000 Penalty: 5070.803711
	Iteration 37Q: 3 clusters Score -2268723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2268733.000000 Penalty: 5070.803711
	Iteration 38Q: 3 clusters Score -2268733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2268744.750000 Penalty: 5070.803711
	Iteration 39Q: 3 clusters Score -2268745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2268758.500000 Penalty: 5070.803711
	Iteration 40F: 3 clusters Score -2268758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2268769.000000 Penalty: 5070.803711
	Iteration 41Q: 3 clusters Score -2268769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2268774.000000 Penalty: 5070.803711
	Iteration 42Q: 3 clusters Score -2268774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2268783.500000 Penalty: 5070.803711
	Iteration 43Q: 3 clusters Score -2268784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2268793.000000 Penalty: 5070.803711
	Iteration 44Q: 3 clusters Score -2268793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2268792.500000 Penalty: 5070.803711
	Iteration 45Q: 3 clusters Score -2268792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2268793.500000 Penalty: 5070.803711
	Iteration 46Q: 3 clusters Score -2268794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2268792.500000 Penalty: 5070.803711
	Iteration 47Q: 3 clusters Score -2268792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2268792.500000 Penalty: 5070.803711
	Iteration 48F: 3 clusters Score -2268792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19720 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 51752 members 
Mstep: Class 6 contains 18076 members 
Mstep: Class 7 contains 7761 members 
Mstep: Class 8 contains 161343 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 20521 members 
Mstep: Class 14 contains 253368 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18839 members 
Mstep: Class 18 contains 97219 members 
Mstep: Class 19 contains 847388 members 
Mstep: Class 20 contains 12860 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36257 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20926 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35670 members 
Mstep: Class 29 contains 28447 members 
Mstep: Class 30 contains 21016 members 
Mstep: Class 31 contains 19093 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799552.000000 Penalty: 125124.562500
Iteration 279Q: 36 clusters Score -1.427996e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19714 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 51742 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 7761 members 
Mstep: Class 8 contains 161329 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28887 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 20516 members 
Mstep: Class 14 contains 253376 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18841 members 
Mstep: Class 18 contains 97212 members 
Mstep: Class 19 contains 847405 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36279 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35665 members 
Mstep: Class 29 contains 28440 members 
Mstep: Class 30 contains 21030 members 
Mstep: Class 31 contains 19090 members 
Mstep: Class 32 contains 943 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 280F: 36 clusters Score -1.427995e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19707 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 51730 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 161324 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28889 members 
Mstep: Class 12 contains 13284 members 
Mstep: Class 13 contains 20514 members 
Mstep: Class 14 contains 253387 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18841 members 
Mstep: Class 18 contains 97200 members 
Mstep: Class 19 contains 847425 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 15905 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36307 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35661 members 
Mstep: Class 29 contains 28438 members 
Mstep: Class 30 contains 21044 members 
Mstep: Class 31 contains 19083 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799456.000000 Penalty: 125124.562500
Iteration 281Q: 36 clusters Score -1.427995e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19701 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 13836 members 
Mstep: Class 5 contains 51720 members 
Mstep: Class 6 contains 18072 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 161319 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 20516 members 
Mstep: Class 14 contains 253377 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18842 members 
Mstep: Class 18 contains 97193 members 
Mstep: Class 19 contains 847453 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36340 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20926 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35657 members 
Mstep: Class 29 contains 28433 members 
Mstep: Class 30 contains 21057 members 
Mstep: Class 31 contains 19079 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 282Q: 36 clusters Score -1.427996e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19688 members 
Mstep: Class 3 contains 2485 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 51713 members 
Mstep: Class 6 contains 18073 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 161309 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28883 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 20517 members 
Mstep: Class 14 contains 253373 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18843 members 
Mstep: Class 18 contains 97184 members 
Mstep: Class 19 contains 847478 members 
Mstep: Class 20 contains 12832 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36376 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35652 members 
Mstep: Class 29 contains 28429 members 
Mstep: Class 30 contains 21067 members 
Mstep: Class 31 contains 19077 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 283Q: 36 clusters Score -1.427995e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19681 members 
Mstep: Class 3 contains 2484 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 51702 members 
Mstep: Class 6 contains 18065 members 
Mstep: Class 7 contains 7763 members 
Mstep: Class 8 contains 161306 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28882 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 20518 members 
Mstep: Class 14 contains 253371 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18842 members 
Mstep: Class 18 contains 97178 members 
Mstep: Class 19 contains 847508 members 
Mstep: Class 20 contains 12831 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36399 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35640 members 
Mstep: Class 29 contains 28425 members 
Mstep: Class 30 contains 21072 members 
Mstep: Class 31 contains 19076 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799552.000000 Penalty: 125124.562500
Iteration 284Q: 36 clusters Score -1.427996e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19670 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 51694 members 
Mstep: Class 6 contains 18053 members 
Mstep: Class 7 contains 7766 members 
Mstep: Class 8 contains 161302 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 20517 members 
Mstep: Class 14 contains 253361 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18842 members 
Mstep: Class 18 contains 97174 members 
Mstep: Class 19 contains 847527 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36429 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35634 members 
Mstep: Class 29 contains 28424 members 
Mstep: Class 30 contains 21083 members 
Mstep: Class 31 contains 19072 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799488.000000 Penalty: 125124.562500
Iteration 285Q: 36 clusters Score -1.427995e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19662 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 51688 members 
Mstep: Class 6 contains 18046 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 161299 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 20517 members 
Mstep: Class 14 contains 253340 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18845 members 
Mstep: Class 18 contains 97171 members 
Mstep: Class 19 contains 847542 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36461 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35626 members 
Mstep: Class 29 contains 28423 members 
Mstep: Class 30 contains 21095 members 
Mstep: Class 31 contains 19069 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799376.000000 Penalty: 125124.562500
Iteration 286Q: 36 clusters Score -1.427994e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19653 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 51681 members 
Mstep: Class 6 contains 18045 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 8 contains 161300 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 20520 members 
Mstep: Class 14 contains 253309 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18847 members 
Mstep: Class 18 contains 97168 members 
Mstep: Class 19 contains 847566 members 
Mstep: Class 20 contains 12822 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36491 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20924 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35618 members 
Mstep: Class 29 contains 28423 members 
Mstep: Class 30 contains 21101 members 
Mstep: Class 31 contains 19066 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799472.000000 Penalty: 125124.562500
Iteration 287Q: 36 clusters Score -1.427995e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 51675 members 
Mstep: Class 6 contains 18045 members 
Mstep: Class 7 contains 7773 members 
Mstep: Class 8 contains 161296 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28883 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 20520 members 
Mstep: Class 14 contains 253280 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18847 members 
Mstep: Class 18 contains 97167 members 
Mstep: Class 19 contains 847581 members 
Mstep: Class 20 contains 12820 members 
Mstep: Class 21 contains 15904 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36519 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20923 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35616 members 
Mstep: Class 29 contains 28422 members 
Mstep: Class 30 contains 21114 members 
Mstep: Class 31 contains 19063 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 288Q: 36 clusters Score -1.427996e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 19639 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 51671 members 
Mstep: Class 6 contains 18047 members 
Mstep: Class 7 contains 7773 members 
Mstep: Class 8 contains 161291 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28882 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 253261 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18847 members 
Mstep: Class 18 contains 97159 members 
Mstep: Class 19 contains 847598 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36543 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20921 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35614 members 
Mstep: Class 29 contains 28418 members 
Mstep: Class 30 contains 21128 members 
Mstep: Class 31 contains 19063 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799552.000000 Penalty: 125124.562500
Iteration 289Q: 36 clusters Score -1.427996e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 51670 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161292 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28880 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 253238 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18844 members 
Mstep: Class 18 contains 97150 members 
Mstep: Class 19 contains 847610 members 
Mstep: Class 20 contains 12812 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36573 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20921 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35614 members 
Mstep: Class 29 contains 28411 members 
Mstep: Class 30 contains 21144 members 
Mstep: Class 31 contains 19061 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799648.000000 Penalty: 125124.562500
Iteration 290Q: 36 clusters Score -1.427996e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19631 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13840 members 
Mstep: Class 5 contains 51666 members 
Mstep: Class 6 contains 18049 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 8 contains 161292 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 253222 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18844 members 
Mstep: Class 18 contains 97139 members 
Mstep: Class 19 contains 847628 members 
Mstep: Class 20 contains 12810 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36604 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20924 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35610 members 
Mstep: Class 29 contains 28404 members 
Mstep: Class 30 contains 21153 members 
Mstep: Class 31 contains 19057 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799760.000000 Penalty: 125124.562500
Iteration 291Q: 36 clusters Score -1.427998e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 19622 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 51663 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 8 contains 161291 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 253211 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18845 members 
Mstep: Class 18 contains 97132 members 
Mstep: Class 19 contains 847653 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36624 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35609 members 
Mstep: Class 29 contains 28396 members 
Mstep: Class 30 contains 21158 members 
Mstep: Class 31 contains 19054 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799696.000000 Penalty: 125124.562500
Iteration 292Q: 36 clusters Score -1.427997e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 19609 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13839 members 
Mstep: Class 5 contains 51660 members 
Mstep: Class 6 contains 18043 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 8 contains 161290 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28880 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20522 members 
Mstep: Class 14 contains 253216 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18848 members 
Mstep: Class 18 contains 97126 members 
Mstep: Class 19 contains 847669 members 
Mstep: Class 20 contains 12808 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36645 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20925 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35606 members 
Mstep: Class 29 contains 28388 members 
Mstep: Class 30 contains 21163 members 
Mstep: Class 31 contains 19049 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799792.000000 Penalty: 125124.562500
Iteration 293Q: 36 clusters Score -1.427998e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 19600 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 13841 members 
Mstep: Class 5 contains 51654 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161290 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20521 members 
Mstep: Class 14 contains 253211 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18850 members 
Mstep: Class 18 contains 97119 members 
Mstep: Class 19 contains 847683 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36668 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35602 members 
Mstep: Class 29 contains 28382 members 
Mstep: Class 30 contains 21168 members 
Mstep: Class 31 contains 19046 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799776.000000 Penalty: 125124.562500
Iteration 294Q: 36 clusters Score -1.427998e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 19587 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 51652 members 
Mstep: Class 6 contains 18036 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161284 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28877 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20521 members 
Mstep: Class 14 contains 253199 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18851 members 
Mstep: Class 18 contains 97112 members 
Mstep: Class 19 contains 847717 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36694 members 
Mstep: Class 25 contains 8603 members 
Mstep: Class 26 contains 20927 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35597 members 
Mstep: Class 29 contains 28377 members 
Mstep: Class 30 contains 21172 members 
Mstep: Class 31 contains 19041 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799776.000000 Penalty: 125124.562500
Iteration 295Q: 36 clusters Score -1.427998e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 19580 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13843 members 
Mstep: Class 5 contains 51650 members 
Mstep: Class 6 contains 18029 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161277 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28874 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 20523 members 
Mstep: Class 14 contains 253188 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18853 members 
Mstep: Class 18 contains 97107 members 
Mstep: Class 19 contains 847745 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36712 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20928 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35590 members 
Mstep: Class 29 contains 28376 members 
Mstep: Class 30 contains 21176 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799760.000000 Penalty: 125124.562500
Iteration 296Q: 36 clusters Score -1.427998e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 19573 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 51645 members 
Mstep: Class 6 contains 18025 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161270 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28871 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 20528 members 
Mstep: Class 14 contains 253173 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97098 members 
Mstep: Class 19 contains 847775 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 15902 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36731 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20930 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35585 members 
Mstep: Class 29 contains 28375 members 
Mstep: Class 30 contains 21179 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 297Q: 36 clusters Score -1.427996e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19571 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 51638 members 
Mstep: Class 6 contains 18019 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161261 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28868 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20530 members 
Mstep: Class 14 contains 253160 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97090 members 
Mstep: Class 19 contains 847799 members 
Mstep: Class 20 contains 12799 members 
Mstep: Class 21 contains 15901 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36755 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20930 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35581 members 
Mstep: Class 29 contains 28372 members 
Mstep: Class 30 contains 21182 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 298Q: 36 clusters Score -1.427996e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19565 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 13849 members 
Mstep: Class 5 contains 51635 members 
Mstep: Class 6 contains 18009 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161257 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 28866 members 
Mstep: Class 12 contains 13279 members 
Mstep: Class 13 contains 20530 members 
Mstep: Class 14 contains 253139 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97085 members 
Mstep: Class 19 contains 847825 members 
Mstep: Class 20 contains 12798 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36778 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20932 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35576 members 
Mstep: Class 29 contains 28373 members 
Mstep: Class 30 contains 21186 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799696.000000 Penalty: 125124.562500
Iteration 299Q: 36 clusters Score -1.427997e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19565 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 51631 members 
Mstep: Class 6 contains 17990 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161243 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28863 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20534 members 
Mstep: Class 14 contains 253129 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97079 members 
Mstep: Class 19 contains 847861 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36794 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20934 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35574 members 
Mstep: Class 29 contains 28369 members 
Mstep: Class 30 contains 21189 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799568.000000 Penalty: 125124.562500
Iteration 300F: 36 clusters Score -1.427996e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19565 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51626 members 
Mstep: Class 6 contains 17980 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161232 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28862 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20536 members 
Mstep: Class 14 contains 253125 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18856 members 
Mstep: Class 18 contains 97074 members 
Mstep: Class 19 contains 847891 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36811 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20935 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35570 members 
Mstep: Class 29 contains 28360 members 
Mstep: Class 30 contains 21192 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 301Q: 36 clusters Score -1.427996e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 19560 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51623 members 
Mstep: Class 6 contains 17975 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161225 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20539 members 
Mstep: Class 14 contains 253111 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18856 members 
Mstep: Class 18 contains 97067 members 
Mstep: Class 19 contains 847917 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36831 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35567 members 
Mstep: Class 29 contains 28353 members 
Mstep: Class 30 contains 21194 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799568.000000 Penalty: 125124.562500
Iteration 302Q: 36 clusters Score -1.427996e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 19558 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 51620 members 
Mstep: Class 6 contains 17971 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161219 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28860 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20540 members 
Mstep: Class 14 contains 253106 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97063 members 
Mstep: Class 19 contains 847938 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36844 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35564 members 
Mstep: Class 29 contains 28343 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19039 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 303Q: 36 clusters Score -1.427997e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19557 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 51611 members 
Mstep: Class 6 contains 17962 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161214 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28860 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20542 members 
Mstep: Class 14 contains 253096 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97059 members 
Mstep: Class 19 contains 847965 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36867 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35559 members 
Mstep: Class 29 contains 28336 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19038 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799744.000000 Penalty: 125124.562500
Iteration 304Q: 36 clusters Score -1.427997e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19552 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51603 members 
Mstep: Class 6 contains 17957 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161209 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28860 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253087 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97057 members 
Mstep: Class 19 contains 847990 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36891 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35555 members 
Mstep: Class 29 contains 28331 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19035 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 305Q: 36 clusters Score -1.427996e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 51600 members 
Mstep: Class 6 contains 17954 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161206 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20541 members 
Mstep: Class 14 contains 253081 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97054 members 
Mstep: Class 19 contains 848009 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36910 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20935 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35553 members 
Mstep: Class 29 contains 28323 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19031 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 306Q: 36 clusters Score -1.427996e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 51594 members 
Mstep: Class 6 contains 17951 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161199 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28862 members 
Mstep: Class 12 contains 13280 members 
Mstep: Class 13 contains 20542 members 
Mstep: Class 14 contains 253071 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97044 members 
Mstep: Class 19 contains 848034 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36931 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20935 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35550 members 
Mstep: Class 29 contains 28319 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19029 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799648.000000 Penalty: 125124.562500
Iteration 307Q: 36 clusters Score -1.427996e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19552 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13844 members 
Mstep: Class 5 contains 51590 members 
Mstep: Class 6 contains 17947 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161197 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 28864 members 
Mstep: Class 12 contains 13281 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253059 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18854 members 
Mstep: Class 18 contains 97037 members 
Mstep: Class 19 contains 848052 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15900 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36951 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20935 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35548 members 
Mstep: Class 29 contains 28312 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19029 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 308Q: 36 clusters Score -1.427996e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19550 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 51587 members 
Mstep: Class 6 contains 17947 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161195 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4237 members 
Mstep: Class 11 contains 28863 members 
Mstep: Class 12 contains 13282 members 
Mstep: Class 13 contains 20543 members 
Mstep: Class 14 contains 253041 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97034 members 
Mstep: Class 19 contains 848060 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15899 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 36979 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20935 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35547 members 
Mstep: Class 29 contains 28306 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19028 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799584.000000 Penalty: 125124.562500
Iteration 309Q: 36 clusters Score -1.427996e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19548 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13845 members 
Mstep: Class 5 contains 51583 members 
Mstep: Class 6 contains 17945 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161191 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 28863 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 20544 members 
Mstep: Class 14 contains 253030 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 18856 members 
Mstep: Class 18 contains 97031 members 
Mstep: Class 19 contains 848071 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15899 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37004 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20935 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35544 members 
Mstep: Class 29 contains 28299 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19028 members 
Mstep: Class 32 contains 941 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 310Q: 36 clusters Score -1.427996e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 19544 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51579 members 
Mstep: Class 6 contains 17942 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161185 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28863 members 
Mstep: Class 12 contains 13286 members 
Mstep: Class 13 contains 20544 members 
Mstep: Class 14 contains 253029 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18855 members 
Mstep: Class 18 contains 97026 members 
Mstep: Class 19 contains 848087 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15899 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37021 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35542 members 
Mstep: Class 29 contains 28293 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19028 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 311Q: 36 clusters Score -1.427996e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19544 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51574 members 
Mstep: Class 6 contains 17941 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161173 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 20545 members 
Mstep: Class 14 contains 253025 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18856 members 
Mstep: Class 18 contains 97021 members 
Mstep: Class 19 contains 848111 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15898 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37032 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20936 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35537 members 
Mstep: Class 29 contains 28289 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19028 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799696.000000 Penalty: 125124.562500
Iteration 312Q: 36 clusters Score -1.427997e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13848 members 
Mstep: Class 5 contains 51568 members 
Mstep: Class 6 contains 17937 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161165 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20547 members 
Mstep: Class 14 contains 253015 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97012 members 
Mstep: Class 19 contains 848133 members 
Mstep: Class 20 contains 12796 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37043 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20937 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35534 members 
Mstep: Class 29 contains 28289 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19028 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799744.000000 Penalty: 125124.562500
Iteration 313Q: 36 clusters Score -1.427997e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19539 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51563 members 
Mstep: Class 6 contains 17936 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161157 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4232 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 253012 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97007 members 
Mstep: Class 19 contains 848151 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37057 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20937 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35528 members 
Mstep: Class 29 contains 28289 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19027 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799696.000000 Penalty: 125124.562500
Iteration 314Q: 36 clusters Score -1.427997e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19539 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51560 members 
Mstep: Class 6 contains 17933 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161152 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13287 members 
Mstep: Class 13 contains 20550 members 
Mstep: Class 14 contains 253004 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97004 members 
Mstep: Class 19 contains 848175 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37068 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20937 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35520 members 
Mstep: Class 29 contains 28289 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19026 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 315Q: 36 clusters Score -1.427997e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19537 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51556 members 
Mstep: Class 6 contains 17929 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161144 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4234 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 253004 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18857 members 
Mstep: Class 18 contains 97003 members 
Mstep: Class 19 contains 848192 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37074 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20938 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35518 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19025 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 316Q: 36 clusters Score -1.427996e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 19534 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51554 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161139 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 252995 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 97001 members 
Mstep: Class 19 contains 848210 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37080 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20938 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35516 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19024 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799536.000000 Penalty: 125124.562500
Iteration 317Q: 36 clusters Score -1.427995e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19535 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51552 members 
Mstep: Class 6 contains 17926 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161131 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20550 members 
Mstep: Class 14 contains 252992 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96997 members 
Mstep: Class 19 contains 848223 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37085 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20938 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35516 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19024 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 125124.562500
Iteration 318Q: 36 clusters Score -1.427996e+08 nChanged 25
Entering ConstructFrom: 
Score: -142799616.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -765783.187500 Penalty: 2281.371338
	Iteration 0F: 2 clusters Score -765783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -758109.937500 Penalty: 4562.742676
	Iteration 0F: 3 clusters Score -758109.9 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -760285.750000 Penalty: 4562.742676
	Iteration 1F: 3 clusters Score -760285.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -760665.875000 Penalty: 4562.742676
	Iteration 2F: 3 clusters Score -760665.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -760975.562500 Penalty: 4562.742676
	Iteration 3F: 3 clusters Score -760975.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -761252.375000 Penalty: 4562.742676
	Iteration 4Q: 3 clusters Score -761252.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -761488.312500 Penalty: 4562.742676
	Iteration 5Q: 3 clusters Score -761488.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -761687.500000 Penalty: 4562.742676
	Iteration 6Q: 3 clusters Score -761687.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -761858.250000 Penalty: 4562.742676
	Iteration 7Q: 3 clusters Score -761858.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -762025.750000 Penalty: 4562.742676
	Iteration 8Q: 3 clusters Score -762025.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -762204.187500 Penalty: 4562.742676
	Iteration 9Q: 3 clusters Score -762204.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -762406.187500 Penalty: 4562.742676
	Iteration 10Q: 3 clusters Score -762406.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -762605.375000 Penalty: 4562.742676
	Iteration 11Q: 3 clusters Score -762605.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -762819.125000 Penalty: 4562.742676
	Iteration 12Q: 3 clusters Score -762819.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -763023.812500 Penalty: 4562.742676
	Iteration 13Q: 3 clusters Score -763023.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -763214.812500 Penalty: 4562.742676
	Iteration 14Q: 3 clusters Score -763214.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -763384.000000 Penalty: 4562.742676
	Iteration 15Q: 3 clusters Score -763384 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -763518.812500 Penalty: 4562.742676
	Iteration 16Q: 3 clusters Score -763518.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -763613.000000 Penalty: 4562.742676
	Iteration 17Q: 3 clusters Score -763613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -763685.125000 Penalty: 4562.742676
	Iteration 18Q: 3 clusters Score -763685.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -763748.062500 Penalty: 4562.742676
	Iteration 19Q: 3 clusters Score -763748.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -763797.000000 Penalty: 4562.742676
	Iteration 20F: 3 clusters Score -763797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -763829.812500 Penalty: 4562.742676
	Iteration 21Q: 3 clusters Score -763829.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -763850.312500 Penalty: 4562.742676
	Iteration 22Q: 3 clusters Score -763850.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -763870.250000 Penalty: 4562.742676
	Iteration 23Q: 3 clusters Score -763870.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -763891.437500 Penalty: 4562.742676
	Iteration 24Q: 3 clusters Score -763891.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -763908.062500 Penalty: 4562.742676
	Iteration 25Q: 3 clusters Score -763908.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -763914.750000 Penalty: 4562.742676
	Iteration 26Q: 3 clusters Score -763914.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -763922.125000 Penalty: 4562.742676
	Iteration 27Q: 3 clusters Score -763922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -763924.250000 Penalty: 4562.742676
	Iteration 28Q: 3 clusters Score -763924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -763925.437500 Penalty: 4562.742676
	Iteration 29Q: 3 clusters Score -763925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -763924.875000 Penalty: 4562.742676
	Iteration 30Q: 3 clusters Score -763924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -763924.875000 Penalty: 4562.742676
	Iteration 31F: 3 clusters Score -763924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Entering Unmasked Estep 
Score: -1374229.000000 Penalty: 2450.179932
	Iteration 0F: 2 clusters Score -1374229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1360410.875000 Penalty: 4900.359863
	Iteration 0F: 3 clusters Score -1360411 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1365152.375000 Penalty: 4900.359863
	Iteration 1F: 3 clusters Score -1365152 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1365596.125000 Penalty: 4900.359863
	Iteration 2F: 3 clusters Score -1365596 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1365980.125000 Penalty: 4900.359863
	Iteration 3Q: 3 clusters Score -1365980 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1366320.750000 Penalty: 4900.359863
	Iteration 4Q: 3 clusters Score -1366321 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1366601.500000 Penalty: 4900.359863
	Iteration 5Q: 3 clusters Score -1366602 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1366845.000000 Penalty: 4900.359863
	Iteration 6Q: 3 clusters Score -1366845 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1367088.000000 Penalty: 4900.359863
	Iteration 7Q: 3 clusters Score -1367088 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1367316.250000 Penalty: 4900.359863
	Iteration 8Q: 3 clusters Score -1367316 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1367584.500000 Penalty: 4900.359863
	Iteration 9Q: 3 clusters Score -1367584 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1367923.500000 Penalty: 4900.359863
	Iteration 10Q: 3 clusters Score -1367924 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1368352.250000 Penalty: 4900.359863
	Iteration 11Q: 3 clusters Score -1368352 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1368890.375000 Penalty: 4900.359863
	Iteration 12Q: 3 clusters Score -1368890 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1369410.500000 Penalty: 4900.359863
	Iteration 13Q: 3 clusters Score -1369410 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1369814.750000 Penalty: 4900.359863
	Iteration 14Q: 3 clusters Score -1369815 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1370130.625000 Penalty: 4900.359863
	Iteration 15Q: 3 clusters Score -1370131 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1370371.000000 Penalty: 4900.359863
	Iteration 16Q: 3 clusters Score -1370371 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1370548.875000 Penalty: 4900.359863
	Iteration 17Q: 3 clusters Score -1370549 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1370667.875000 Penalty: 4900.359863
	Iteration 18Q: 3 clusters Score -1370668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1370741.125000 Penalty: 4900.359863
	Iteration 19Q: 3 clusters Score -1370741 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1370791.625000 Penalty: 4900.359863
	Iteration 20F: 3 clusters Score -1370792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1370832.750000 Penalty: 4900.359863
	Iteration 21Q: 3 clusters Score -1370833 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1370857.750000 Penalty: 4900.359863
	Iteration 22Q: 3 clusters Score -1370858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1370875.875000 Penalty: 4900.359863
	Iteration 23Q: 3 clusters Score -1370876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1370897.250000 Penalty: 4900.359863
	Iteration 24Q: 3 clusters Score -1370897 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1370907.750000 Penalty: 4900.359863
	Iteration 25Q: 3 clusters Score -1370908 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1370924.875000 Penalty: 4900.359863
	Iteration 26Q: 3 clusters Score -1370925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1370941.750000 Penalty: 4900.359863
	Iteration 27Q: 3 clusters Score -1370942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1370950.250000 Penalty: 4900.359863
	Iteration 28Q: 3 clusters Score -1370950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1370956.125000 Penalty: 4900.359863
	Iteration 29Q: 3 clusters Score -1370956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1370961.625000 Penalty: 4900.359863
	Iteration 30Q: 3 clusters Score -1370962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1370968.000000 Penalty: 4900.359863
	Iteration 31Q: 3 clusters Score -1370968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1370981.000000 Penalty: 4900.359863
	Iteration 32Q: 3 clusters Score -1370981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1370985.250000 Penalty: 4900.359863
	Iteration 33Q: 3 clusters Score -1370985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1370994.500000 Penalty: 4900.359863
	Iteration 34Q: 3 clusters Score -1370994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1371009.750000 Penalty: 4900.359863
	Iteration 35Q: 3 clusters Score -1371010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1371025.750000 Penalty: 4900.359863
	Iteration 36Q: 3 clusters Score -1371026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1371040.500000 Penalty: 4900.359863
	Iteration 37Q: 3 clusters Score -1371040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1371058.750000 Penalty: 4900.359863
	Iteration 38Q: 3 clusters Score -1371059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1371073.500000 Penalty: 4900.359863
	Iteration 39Q: 3 clusters Score -1371074 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1371096.375000 Penalty: 4900.359863
	Iteration 40F: 3 clusters Score -1371096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1371106.875000 Penalty: 4900.359863
	Iteration 41Q: 3 clusters Score -1371107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1371114.375000 Penalty: 4900.359863
	Iteration 42Q: 3 clusters Score -1371114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1371123.750000 Penalty: 4900.359863
	Iteration 43Q: 3 clusters Score -1371124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1371135.000000 Penalty: 4900.359863
	Iteration 44Q: 3 clusters Score -1371135 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1371139.750000 Penalty: 4900.359863
	Iteration 45Q: 3 clusters Score -1371140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1371147.750000 Penalty: 4900.359863
	Iteration 46Q: 3 clusters Score -1371148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1371158.750000 Penalty: 4900.359863
	Iteration 47Q: 3 clusters Score -1371159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1371168.250000 Penalty: 4900.359863
	Iteration 48Q: 3 clusters Score -1371168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1371176.250000 Penalty: 4900.359863
	Iteration 49Q: 3 clusters Score -1371176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1371187.125000 Penalty: 4900.359863
	Iteration 50Q: 3 clusters Score -1371187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1371187.125000 Penalty: 4900.359863
	Iteration 51Q: 3 clusters Score -1371187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1371195.250000 Penalty: 4900.359863
	Iteration 52Q: 3 clusters Score -1371195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1371199.000000 Penalty: 4900.359863
	Iteration 53Q: 3 clusters Score -1371199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1371205.000000 Penalty: 4900.359863
	Iteration 54Q: 3 clusters Score -1371205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1371209.375000 Penalty: 4900.359863
	Iteration 55Q: 3 clusters Score -1371209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1371214.125000 Penalty: 4900.359863
	Iteration 56Q: 3 clusters Score -1371214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1371219.000000 Penalty: 4900.359863
	Iteration 57Q: 3 clusters Score -1371219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1371223.000000 Penalty: 4900.359863
	Iteration 58Q: 3 clusters Score -1371223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1371228.875000 Penalty: 4900.359863
	Iteration 59Q: 3 clusters Score -1371229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1371231.625000 Penalty: 4900.359863
	Iteration 60F: 3 clusters Score -1371232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1371235.625000 Penalty: 4900.359863
	Iteration 61Q: 3 clusters Score -1371236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1371239.125000 Penalty: 4900.359863
	Iteration 62Q: 3 clusters Score -1371239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1371241.625000 Penalty: 4900.359863
	Iteration 63Q: 3 clusters Score -1371242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1371255.000000 Penalty: 4900.359863
	Iteration 64Q: 3 clusters Score -1371255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1371255.375000 Penalty: 4900.359863
	Iteration 65Q: 3 clusters Score -1371255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1371262.125000 Penalty: 4900.359863
	Iteration 66Q: 3 clusters Score -1371262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1371269.750000 Penalty: 4900.359863
	Iteration 67Q: 3 clusters Score -1371270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1371287.250000 Penalty: 4900.359863
	Iteration 68Q: 3 clusters Score -1371287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1371291.375000 Penalty: 4900.359863
	Iteration 69Q: 3 clusters Score -1371291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1371298.250000 Penalty: 4900.359863
	Iteration 70Q: 3 clusters Score -1371298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1371301.000000 Penalty: 4900.359863
	Iteration 71Q: 3 clusters Score -1371301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1371306.875000 Penalty: 4900.359863
	Iteration 72Q: 3 clusters Score -1371307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1371309.875000 Penalty: 4900.359863
	Iteration 73Q: 3 clusters Score -1371310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1371314.875000 Penalty: 4900.359863
	Iteration 74Q: 3 clusters Score -1371315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1371324.125000 Penalty: 4900.359863
	Iteration 75Q: 3 clusters Score -1371324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1371337.000000 Penalty: 4900.359863
	Iteration 76Q: 3 clusters Score -1371337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1371342.875000 Penalty: 4900.359863
	Iteration 77Q: 3 clusters Score -1371343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1371348.500000 Penalty: 4900.359863
	Iteration 78Q: 3 clusters Score -1371348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1371359.125000 Penalty: 4900.359863
	Iteration 79Q: 3 clusters Score -1371359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1371366.250000 Penalty: 4900.359863
	Iteration 80F: 3 clusters Score -1371366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1371364.375000 Penalty: 4900.359863
	Iteration 81Q: 3 clusters Score -1371364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1371365.250000 Penalty: 4900.359863
	Iteration 82Q: 3 clusters Score -1371365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1371372.750000 Penalty: 4900.359863
	Iteration 83Q: 3 clusters Score -1371373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1371376.750000 Penalty: 4900.359863
	Iteration 84Q: 3 clusters Score -1371377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1371383.625000 Penalty: 4900.359863
	Iteration 85Q: 3 clusters Score -1371384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1371391.750000 Penalty: 4900.359863
	Iteration 86Q: 3 clusters Score -1371392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1371403.875000 Penalty: 4900.359863
	Iteration 87Q: 3 clusters Score -1371404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1371413.625000 Penalty: 4900.359863
	Iteration 88Q: 3 clusters Score -1371414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1371422.625000 Penalty: 4900.359863
	Iteration 89Q: 3 clusters Score -1371423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1371439.500000 Penalty: 4900.359863
	Iteration 90Q: 3 clusters Score -1371440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1371456.250000 Penalty: 4900.359863
	Iteration 91Q: 3 clusters Score -1371456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1371479.375000 Penalty: 4900.359863
	Iteration 92Q: 3 clusters Score -1371479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1371498.125000 Penalty: 4900.359863
	Iteration 93Q: 3 clusters Score -1371498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1371504.000000 Penalty: 4900.359863
	Iteration 94Q: 3 clusters Score -1371504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1371520.375000 Penalty: 4900.359863
	Iteration 95Q: 3 clusters Score -1371520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1371539.875000 Penalty: 4900.359863
	Iteration 96Q: 3 clusters Score -1371540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1371553.500000 Penalty: 4900.359863
	Iteration 97Q: 3 clusters Score -1371554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1371563.500000 Penalty: 4900.359863
	Iteration 98Q: 3 clusters Score -1371564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1371575.250000 Penalty: 4900.359863
	Iteration 99Q: 3 clusters Score -1371575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1371586.000000 Penalty: 4900.359863
	Iteration 100F: 3 clusters Score -1371586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1371607.000000 Penalty: 4900.359863
	Iteration 101Q: 3 clusters Score -1371607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1371624.750000 Penalty: 4900.359863
	Iteration 102Q: 3 clusters Score -1371625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1371642.625000 Penalty: 4900.359863
	Iteration 103Q: 3 clusters Score -1371643 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1371658.500000 Penalty: 4900.359863
	Iteration 104Q: 3 clusters Score -1371658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1371679.000000 Penalty: 4900.359863
	Iteration 105Q: 3 clusters Score -1371679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1371694.250000 Penalty: 4900.359863
	Iteration 106Q: 3 clusters Score -1371694 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1371726.000000 Penalty: 4900.359863
	Iteration 107Q: 3 clusters Score -1371726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1371753.000000 Penalty: 4900.359863
	Iteration 108Q: 3 clusters Score -1371753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1371779.750000 Penalty: 4900.359863
	Iteration 109Q: 3 clusters Score -1371780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1371807.875000 Penalty: 4900.359863
	Iteration 110Q: 3 clusters Score -1371808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1371836.250000 Penalty: 4900.359863
	Iteration 111Q: 3 clusters Score -1371836 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1371872.125000 Penalty: 4900.359863
	Iteration 112Q: 3 clusters Score -1371872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1371908.750000 Penalty: 4900.359863
	Iteration 113Q: 3 clusters Score -1371909 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1371932.125000 Penalty: 4900.359863
	Iteration 114Q: 3 clusters Score -1371932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1371960.875000 Penalty: 4900.359863
	Iteration 115Q: 3 clusters Score -1371961 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1371982.625000 Penalty: 4900.359863
	Iteration 116Q: 3 clusters Score -1371983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1372004.875000 Penalty: 4900.359863
	Iteration 117Q: 3 clusters Score -1372005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1372025.000000 Penalty: 4900.359863
	Iteration 118Q: 3 clusters Score -1372025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1372046.625000 Penalty: 4900.359863
	Iteration 119Q: 3 clusters Score -1372047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1372064.250000 Penalty: 4900.359863
	Iteration 120F: 3 clusters Score -1372064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1372082.125000 Penalty: 4900.359863
	Iteration 121Q: 3 clusters Score -1372082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1372097.875000 Penalty: 4900.359863
	Iteration 122Q: 3 clusters Score -1372098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1372111.875000 Penalty: 4900.359863
	Iteration 123Q: 3 clusters Score -1372112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1372137.500000 Penalty: 4900.359863
	Iteration 124Q: 3 clusters Score -1372138 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1372150.750000 Penalty: 4900.359863
	Iteration 125Q: 3 clusters Score -1372151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1372171.875000 Penalty: 4900.359863
	Iteration 126Q: 3 clusters Score -1372172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1372194.250000 Penalty: 4900.359863
	Iteration 127Q: 3 clusters Score -1372194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1372205.000000 Penalty: 4900.359863
	Iteration 128Q: 3 clusters Score -1372205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1372226.000000 Penalty: 4900.359863
	Iteration 129Q: 3 clusters Score -1372226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1372236.625000 Penalty: 4900.359863
	Iteration 130Q: 3 clusters Score -1372237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1372249.875000 Penalty: 4900.359863
	Iteration 131Q: 3 clusters Score -1372250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1372262.000000 Penalty: 4900.359863
	Iteration 132Q: 3 clusters Score -1372262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1372272.625000 Penalty: 4900.359863
	Iteration 133Q: 3 clusters Score -1372273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1372287.250000 Penalty: 4900.359863
	Iteration 134Q: 3 clusters Score -1372287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -1372301.750000 Penalty: 4900.359863
	Iteration 135Q: 3 clusters Score -1372302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1372309.625000 Penalty: 4900.359863
	Iteration 136Q: 3 clusters Score -1372310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1372320.750000 Penalty: 4900.359863
	Iteration 137Q: 3 clusters Score -1372321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1372330.625000 Penalty: 4900.359863
	Iteration 138Q: 3 clusters Score -1372331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -1372341.875000 Penalty: 4900.359863
	Iteration 139Q: 3 clusters Score -1372342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1372345.375000 Penalty: 4900.359863
	Iteration 140F: 3 clusters Score -1372345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1372359.250000 Penalty: 4900.359863
	Iteration 141Q: 3 clusters Score -1372359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1372367.000000 Penalty: 4900.359863
	Iteration 142Q: 3 clusters Score -1372367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1372370.375000 Penalty: 4900.359863
	Iteration 143Q: 3 clusters Score -1372370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1372383.875000 Penalty: 4900.359863
	Iteration 144Q: 3 clusters Score -1372384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1372391.875000 Penalty: 4900.359863
	Iteration 145Q: 3 clusters Score -1372392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1372392.250000 Penalty: 4900.359863
	Iteration 146Q: 3 clusters Score -1372392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1372402.000000 Penalty: 4900.359863
	Iteration 147Q: 3 clusters Score -1372402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1372415.375000 Penalty: 4900.359863
	Iteration 148Q: 3 clusters Score -1372415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1372426.375000 Penalty: 4900.359863
	Iteration 149Q: 3 clusters Score -1372426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1372434.250000 Penalty: 4900.359863
	Iteration 150Q: 3 clusters Score -1372434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1372445.000000 Penalty: 4900.359863
	Iteration 151Q: 3 clusters Score -1372445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1372454.750000 Penalty: 4900.359863
	Iteration 152Q: 3 clusters Score -1372455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1372460.625000 Penalty: 4900.359863
	Iteration 153Q: 3 clusters Score -1372461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1372467.000000 Penalty: 4900.359863
	Iteration 154Q: 3 clusters Score -1372467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1372468.750000 Penalty: 4900.359863
	Iteration 155Q: 3 clusters Score -1372469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1372473.625000 Penalty: 4900.359863
	Iteration 156Q: 3 clusters Score -1372474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1372478.375000 Penalty: 4900.359863
	Iteration 157Q: 3 clusters Score -1372478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -1372482.500000 Penalty: 4900.359863
	Iteration 158Q: 3 clusters Score -1372482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1372481.625000 Penalty: 4900.359863
	Iteration 159Q: 3 clusters Score -1372482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -1372483.375000 Penalty: 4900.359863
	Iteration 160F: 3 clusters Score -1372483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1372483.000000 Penalty: 4900.359863
	Iteration 161Q: 3 clusters Score -1372483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1372483.500000 Penalty: 4900.359863
	Iteration 162Q: 3 clusters Score -1372484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -1372482.625000 Penalty: 4900.359863
	Iteration 163Q: 3 clusters Score -1372483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1372482.000000 Penalty: 4900.359863
	Iteration 164Q: 3 clusters Score -1372482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1372481.875000 Penalty: 4900.359863
	Iteration 165Q: 3 clusters Score -1372482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -1372481.875000 Penalty: 4900.359863
	Iteration 166F: 3 clusters Score -1372482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -185189.734375 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -185189.7 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 1265 members 
Entering Unmasked Estep 
Score: -182243.328125 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -182243.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -182888.812500 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -182888.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -183247.796875 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -183247.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -183483.453125 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -183483.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -183631.312500 Penalty: 3876.542725
	Iteration 4F: 3 clusters Score -183631.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -183765.562500 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -183765.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -183877.687500 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -183877.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -183954.421875 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -183954.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -184000.046875 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -184000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -184038.140625 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -184038.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -184069.718750 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -184069.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -184083.687500 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -184083.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -184097.296875 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -184097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -184107.062500 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -184107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -184115.750000 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -184115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -184120.828125 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -184120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -184121.640625 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -184121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -184122.468750 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -184122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -184122.750000 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -184122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -184122.750000 Penalty: 3876.542725
	Iteration 19F: 3 clusters Score -184122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -1058392.375000 Penalty: 2364.866211
	Iteration 0F: 2 clusters Score -1058392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1048237.562500 Penalty: 4729.732422
	Iteration 0F: 3 clusters Score -1048238 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1051609.000000 Penalty: 4729.732422
	Iteration 1F: 3 clusters Score -1051609 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1052140.875000 Penalty: 4729.732422
	Iteration 2F: 3 clusters Score -1052141 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1052632.250000 Penalty: 4729.732422
	Iteration 3F: 3 clusters Score -1052632 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1053134.750000 Penalty: 4729.732422
	Iteration 4F: 3 clusters Score -1053135 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1053635.375000 Penalty: 4729.732422
	Iteration 5F: 3 clusters Score -1053635 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1054210.625000 Penalty: 4729.732422
	Iteration 6F: 3 clusters Score -1054211 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1054815.750000 Penalty: 4729.732422
	Iteration 7F: 3 clusters Score -1054816 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1055302.875000 Penalty: 4729.732422
	Iteration 8Q: 3 clusters Score -1055303 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1055717.500000 Penalty: 4729.732422
	Iteration 9Q: 3 clusters Score -1055718 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1056068.250000 Penalty: 4729.732422
	Iteration 10Q: 3 clusters Score -1056068 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1056350.000000 Penalty: 4729.732422
	Iteration 11Q: 3 clusters Score -1056350 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1056545.250000 Penalty: 4729.732422
	Iteration 12Q: 3 clusters Score -1056545 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1056682.250000 Penalty: 4729.732422
	Iteration 13Q: 3 clusters Score -1056682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1056831.500000 Penalty: 4729.732422
	Iteration 14Q: 3 clusters Score -1056832 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1056966.000000 Penalty: 4729.732422
	Iteration 15Q: 3 clusters Score -1056966 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1057083.750000 Penalty: 4729.732422
	Iteration 16Q: 3 clusters Score -1057084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1057172.625000 Penalty: 4729.732422
	Iteration 17Q: 3 clusters Score -1057173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1057230.000000 Penalty: 4729.732422
	Iteration 18Q: 3 clusters Score -1057230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1057272.625000 Penalty: 4729.732422
	Iteration 19Q: 3 clusters Score -1057273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1057300.125000 Penalty: 4729.732422
	Iteration 20F: 3 clusters Score -1057300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1057313.000000 Penalty: 4729.732422
	Iteration 21Q: 3 clusters Score -1057313 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1057324.000000 Penalty: 4729.732422
	Iteration 22Q: 3 clusters Score -1057324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1057328.875000 Penalty: 4729.732422
	Iteration 23Q: 3 clusters Score -1057329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1057329.375000 Penalty: 4729.732422
	Iteration 24Q: 3 clusters Score -1057329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1057332.500000 Penalty: 4729.732422
	Iteration 25Q: 3 clusters Score -1057332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1057331.500000 Penalty: 4729.732422
	Iteration 26Q: 3 clusters Score -1057332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1057331.375000 Penalty: 4729.732422
	Iteration 27Q: 3 clusters Score -1057331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1057333.625000 Penalty: 4729.732422
	Iteration 28Q: 3 clusters Score -1057334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1057331.625000 Penalty: 4729.732422
	Iteration 29Q: 3 clusters Score -1057332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1057331.875000 Penalty: 4729.732422
	Iteration 30Q: 3 clusters Score -1057332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1057331.875000 Penalty: 4729.732422
	Iteration 31F: 3 clusters Score -1057332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Entering Unmasked Estep 
Score: -4243882.000000 Penalty: 2690.880859
	Iteration 0F: 2 clusters Score -4243882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4209221.500000 Penalty: 5381.761719
	Iteration 0F: 3 clusters Score -4209222 nChanged 23948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4222635.500000 Penalty: 5381.761719
	Iteration 1F: 3 clusters Score -4222636 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4223289.500000 Penalty: 5381.761719
	Iteration 2Q: 3 clusters Score -4223290 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4223936.000000 Penalty: 5381.761719
	Iteration 3Q: 3 clusters Score -4223936 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4224686.500000 Penalty: 5381.761719
	Iteration 4Q: 3 clusters Score -4224686 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4225529.500000 Penalty: 5381.761719
	Iteration 5Q: 3 clusters Score -4225530 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4226733.500000 Penalty: 5381.761719
	Iteration 6Q: 3 clusters Score -4226734 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4228380.500000 Penalty: 5381.761719
	Iteration 7F: 3 clusters Score -4228380 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4230650.500000 Penalty: 5381.761719
	Iteration 8F: 3 clusters Score -4230650 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4233286.000000 Penalty: 5381.761719
	Iteration 9F: 3 clusters Score -4233286 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4235427.500000 Penalty: 5381.761719
	Iteration 10F: 3 clusters Score -4235428 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -4236587.500000 Penalty: 5381.761719
	Iteration 11Q: 3 clusters Score -4236588 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -4237083.500000 Penalty: 5381.761719
	Iteration 12Q: 3 clusters Score -4237084 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4237401.000000 Penalty: 5381.761719
	Iteration 13Q: 3 clusters Score -4237401 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4237666.500000 Penalty: 5381.761719
	Iteration 14Q: 3 clusters Score -4237666 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4237863.500000 Penalty: 5381.761719
	Iteration 15Q: 3 clusters Score -4237864 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4238067.000000 Penalty: 5381.761719
	Iteration 16Q: 3 clusters Score -4238067 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -4238267.000000 Penalty: 5381.761719
	Iteration 17Q: 3 clusters Score -4238267 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4238467.500000 Penalty: 5381.761719
	Iteration 18Q: 3 clusters Score -4238468 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4238624.500000 Penalty: 5381.761719
	Iteration 19Q: 3 clusters Score -4238624 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4238807.500000 Penalty: 5381.761719
	Iteration 20F: 3 clusters Score -4238808 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4238990.000000 Penalty: 5381.761719
	Iteration 21Q: 3 clusters Score -4238990 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4239159.500000 Penalty: 5381.761719
	Iteration 22Q: 3 clusters Score -4239160 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4239332.000000 Penalty: 5381.761719
	Iteration 23Q: 3 clusters Score -4239332 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -4239538.500000 Penalty: 5381.761719
	Iteration 24Q: 3 clusters Score -4239538 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -4239758.500000 Penalty: 5381.761719
	Iteration 25Q: 3 clusters Score -4239758 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4239983.000000 Penalty: 5381.761719
	Iteration 26Q: 3 clusters Score -4239983 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4240175.000000 Penalty: 5381.761719
	Iteration 27Q: 3 clusters Score -4240175 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4240401.000000 Penalty: 5381.761719
	Iteration 28Q: 3 clusters Score -4240401 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4240613.500000 Penalty: 5381.761719
	Iteration 29Q: 3 clusters Score -4240614 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4240805.500000 Penalty: 5381.761719
	Iteration 30Q: 3 clusters Score -4240806 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4240968.500000 Penalty: 5381.761719
	Iteration 31Q: 3 clusters Score -4240968 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4241110.500000 Penalty: 5381.761719
	Iteration 32Q: 3 clusters Score -4241110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4241246.500000 Penalty: 5381.761719
	Iteration 33Q: 3 clusters Score -4241246 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4241391.000000 Penalty: 5381.761719
	Iteration 34Q: 3 clusters Score -4241391 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4241483.500000 Penalty: 5381.761719
	Iteration 35Q: 3 clusters Score -4241484 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4241588.000000 Penalty: 5381.761719
	Iteration 36Q: 3 clusters Score -4241588 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4241697.500000 Penalty: 5381.761719
	Iteration 37Q: 3 clusters Score -4241698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4241764.000000 Penalty: 5381.761719
	Iteration 38Q: 3 clusters Score -4241764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4241838.000000 Penalty: 5381.761719
	Iteration 39Q: 3 clusters Score -4241838 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4241898.000000 Penalty: 5381.761719
	Iteration 40F: 3 clusters Score -4241898 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4241957.500000 Penalty: 5381.761719
	Iteration 41Q: 3 clusters Score -4241958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4241992.000000 Penalty: 5381.761719
	Iteration 42Q: 3 clusters Score -4241992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4242022.500000 Penalty: 5381.761719
	Iteration 43Q: 3 clusters Score -4242022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4242051.000000 Penalty: 5381.761719
	Iteration 44Q: 3 clusters Score -4242051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4242075.000000 Penalty: 5381.761719
	Iteration 45Q: 3 clusters Score -4242075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4242098.000000 Penalty: 5381.761719
	Iteration 46Q: 3 clusters Score -4242098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4242101.500000 Penalty: 5381.761719
	Iteration 47Q: 3 clusters Score -4242102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4242105.000000 Penalty: 5381.761719
	Iteration 48Q: 3 clusters Score -4242105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4242106.500000 Penalty: 5381.761719
	Iteration 49Q: 3 clusters Score -4242106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4242114.000000 Penalty: 5381.761719
	Iteration 50Q: 3 clusters Score -4242114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4242122.000000 Penalty: 5381.761719
	Iteration 51Q: 3 clusters Score -4242122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4242125.500000 Penalty: 5381.761719
	Iteration 52Q: 3 clusters Score -4242126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4242131.000000 Penalty: 5381.761719
	Iteration 53Q: 3 clusters Score -4242131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4242134.000000 Penalty: 5381.761719
	Iteration 54Q: 3 clusters Score -4242134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4242137.000000 Penalty: 5381.761719
	Iteration 55Q: 3 clusters Score -4242137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4242140.000000 Penalty: 5381.761719
	Iteration 56Q: 3 clusters Score -4242140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4242152.500000 Penalty: 5381.761719
	Iteration 57Q: 3 clusters Score -4242152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4242160.500000 Penalty: 5381.761719
	Iteration 58Q: 3 clusters Score -4242160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4242162.000000 Penalty: 5381.761719
	Iteration 59Q: 3 clusters Score -4242162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4242166.500000 Penalty: 5381.761719
	Iteration 60F: 3 clusters Score -4242166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4242169.500000 Penalty: 5381.761719
	Iteration 61Q: 3 clusters Score -4242170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4242176.000000 Penalty: 5381.761719
	Iteration 62Q: 3 clusters Score -4242176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4242181.500000 Penalty: 5381.761719
	Iteration 63Q: 3 clusters Score -4242182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4242186.000000 Penalty: 5381.761719
	Iteration 64Q: 3 clusters Score -4242186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4242188.500000 Penalty: 5381.761719
	Iteration 65Q: 3 clusters Score -4242188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4242187.000000 Penalty: 5381.761719
	Iteration 66Q: 3 clusters Score -4242187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4242185.500000 Penalty: 5381.761719
	Iteration 67Q: 3 clusters Score -4242186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4242190.500000 Penalty: 5381.761719
	Iteration 68Q: 3 clusters Score -4242190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4242190.500000 Penalty: 5381.761719
	Iteration 69F: 3 clusters Score -4242190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Entering Unmasked Estep 
Score: -1420665.000000 Penalty: 2428.913818
	Iteration 0F: 2 clusters Score -1420665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1407915.000000 Penalty: 4857.827637
	Iteration 0F: 3 clusters Score -1407915 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1412185.000000 Penalty: 4857.827637
	Iteration 1F: 3 clusters Score -1412185 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1412649.625000 Penalty: 4857.827637
	Iteration 2F: 3 clusters Score -1412650 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1413132.625000 Penalty: 4857.827637
	Iteration 3F: 3 clusters Score -1413133 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1413636.500000 Penalty: 4857.827637
	Iteration 4Q: 3 clusters Score -1413636 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1414242.750000 Penalty: 4857.827637
	Iteration 5F: 3 clusters Score -1414243 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1414966.000000 Penalty: 4857.827637
	Iteration 6F: 3 clusters Score -1414966 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1415762.125000 Penalty: 4857.827637
	Iteration 7F: 3 clusters Score -1415762 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1416588.750000 Penalty: 4857.827637
	Iteration 8F: 3 clusters Score -1416589 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1417385.625000 Penalty: 4857.827637
	Iteration 9F: 3 clusters Score -1417386 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1417980.375000 Penalty: 4857.827637
	Iteration 10Q: 3 clusters Score -1417980 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1418367.500000 Penalty: 4857.827637
	Iteration 11Q: 3 clusters Score -1418368 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1418630.250000 Penalty: 4857.827637
	Iteration 12Q: 3 clusters Score -1418630 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1418838.000000 Penalty: 4857.827637
	Iteration 13Q: 3 clusters Score -1418838 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1418953.250000 Penalty: 4857.827637
	Iteration 14Q: 3 clusters Score -1418953 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1419020.375000 Penalty: 4857.827637
	Iteration 15Q: 3 clusters Score -1419020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1419071.500000 Penalty: 4857.827637
	Iteration 16Q: 3 clusters Score -1419072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1419100.625000 Penalty: 4857.827637
	Iteration 17Q: 3 clusters Score -1419101 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1419124.250000 Penalty: 4857.827637
	Iteration 18Q: 3 clusters Score -1419124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1419144.500000 Penalty: 4857.827637
	Iteration 19Q: 3 clusters Score -1419144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1419161.000000 Penalty: 4857.827637
	Iteration 20F: 3 clusters Score -1419161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1419172.500000 Penalty: 4857.827637
	Iteration 21Q: 3 clusters Score -1419172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1419184.875000 Penalty: 4857.827637
	Iteration 22Q: 3 clusters Score -1419185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1419193.625000 Penalty: 4857.827637
	Iteration 23Q: 3 clusters Score -1419194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1419199.250000 Penalty: 4857.827637
	Iteration 24Q: 3 clusters Score -1419199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1419209.875000 Penalty: 4857.827637
	Iteration 25Q: 3 clusters Score -1419210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1419218.250000 Penalty: 4857.827637
	Iteration 26Q: 3 clusters Score -1419218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1419220.375000 Penalty: 4857.827637
	Iteration 27Q: 3 clusters Score -1419220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1419226.125000 Penalty: 4857.827637
	Iteration 28Q: 3 clusters Score -1419226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1419229.875000 Penalty: 4857.827637
	Iteration 29Q: 3 clusters Score -1419230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1419226.375000 Penalty: 4857.827637
	Iteration 30Q: 3 clusters Score -1419226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1419225.500000 Penalty: 4857.827637
	Iteration 31Q: 3 clusters Score -1419226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1419231.250000 Penalty: 4857.827637
	Iteration 32Q: 3 clusters Score -1419231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1419234.250000 Penalty: 4857.827637
	Iteration 33Q: 3 clusters Score -1419234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1419237.000000 Penalty: 4857.827637
	Iteration 34Q: 3 clusters Score -1419237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1419239.000000 Penalty: 4857.827637
	Iteration 35Q: 3 clusters Score -1419239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1419241.625000 Penalty: 4857.827637
	Iteration 36Q: 3 clusters Score -1419242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1419240.625000 Penalty: 4857.827637
	Iteration 37Q: 3 clusters Score -1419241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1419242.625000 Penalty: 4857.827637
	Iteration 38Q: 3 clusters Score -1419243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1419243.375000 Penalty: 4857.827637
	Iteration 39Q: 3 clusters Score -1419243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1419243.375000 Penalty: 4857.827637
	Iteration 40F: 3 clusters Score -1419243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -616360.312500 Penalty: 2221.718018
	Iteration 0F: 2 clusters Score -616360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -610074.250000 Penalty: 4443.436035
	Iteration 0F: 3 clusters Score -610074.2 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -611714.437500 Penalty: 4443.436035
	Iteration 1F: 3 clusters Score -611714.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -611949.625000 Penalty: 4443.436035
	Iteration 2F: 3 clusters Score -611949.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -612084.187500 Penalty: 4443.436035
	Iteration 3Q: 3 clusters Score -612084.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -612174.812500 Penalty: 4443.436035
	Iteration 4Q: 3 clusters Score -612174.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -612248.875000 Penalty: 4443.436035
	Iteration 5Q: 3 clusters Score -612248.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -612313.000000 Penalty: 4443.436035
	Iteration 6Q: 3 clusters Score -612313 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -612374.375000 Penalty: 4443.436035
	Iteration 7Q: 3 clusters Score -612374.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -612423.812500 Penalty: 4443.436035
	Iteration 8Q: 3 clusters Score -612423.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -612484.312500 Penalty: 4443.436035
	Iteration 9Q: 3 clusters Score -612484.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -612547.687500 Penalty: 4443.436035
	Iteration 10Q: 3 clusters Score -612547.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -612609.250000 Penalty: 4443.436035
	Iteration 11Q: 3 clusters Score -612609.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -612679.562500 Penalty: 4443.436035
	Iteration 12Q: 3 clusters Score -612679.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -612757.312500 Penalty: 4443.436035
	Iteration 13Q: 3 clusters Score -612757.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -612848.125000 Penalty: 4443.436035
	Iteration 14Q: 3 clusters Score -612848.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -612951.125000 Penalty: 4443.436035
	Iteration 15Q: 3 clusters Score -612951.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -613084.812500 Penalty: 4443.436035
	Iteration 16Q: 3 clusters Score -613084.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -613268.562500 Penalty: 4443.436035
	Iteration 17Q: 3 clusters Score -613268.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -613513.312500 Penalty: 4443.436035
	Iteration 18Q: 3 clusters Score -613513.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -613790.437500 Penalty: 4443.436035
	Iteration 19Q: 3 clusters Score -613790.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -614013.187500 Penalty: 4443.436035
	Iteration 20F: 3 clusters Score -614013.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -614189.500000 Penalty: 4443.436035
	Iteration 21Q: 3 clusters Score -614189.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -614326.187500 Penalty: 4443.436035
	Iteration 22Q: 3 clusters Score -614326.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -614427.687500 Penalty: 4443.436035
	Iteration 23Q: 3 clusters Score -614427.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -614475.000000 Penalty: 4443.436035
	Iteration 24Q: 3 clusters Score -614475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -614501.625000 Penalty: 4443.436035
	Iteration 25Q: 3 clusters Score -614501.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -614522.437500 Penalty: 4443.436035
	Iteration 26Q: 3 clusters Score -614522.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -614543.375000 Penalty: 4443.436035
	Iteration 27Q: 3 clusters Score -614543.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -614557.437500 Penalty: 4443.436035
	Iteration 28Q: 3 clusters Score -614557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -614570.437500 Penalty: 4443.436035
	Iteration 29Q: 3 clusters Score -614570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -614573.812500 Penalty: 4443.436035
	Iteration 30Q: 3 clusters Score -614573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -614577.500000 Penalty: 4443.436035
	Iteration 31Q: 3 clusters Score -614577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -614580.000000 Penalty: 4443.436035
	Iteration 32Q: 3 clusters Score -614580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -614585.000000 Penalty: 4443.436035
	Iteration 33Q: 3 clusters Score -614585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -614587.937500 Penalty: 4443.436035
	Iteration 34Q: 3 clusters Score -614587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -614592.312500 Penalty: 4443.436035
	Iteration 35Q: 3 clusters Score -614592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -614599.687500 Penalty: 4443.436035
	Iteration 36Q: 3 clusters Score -614599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -614606.562500 Penalty: 4443.436035
	Iteration 37Q: 3 clusters Score -614606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -614610.750000 Penalty: 4443.436035
	Iteration 38Q: 3 clusters Score -614610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -614614.375000 Penalty: 4443.436035
	Iteration 39Q: 3 clusters Score -614614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -614617.187500 Penalty: 4443.436035
	Iteration 40F: 3 clusters Score -614617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -614619.750000 Penalty: 4443.436035
	Iteration 41Q: 3 clusters Score -614619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -614621.500000 Penalty: 4443.436035
	Iteration 42Q: 3 clusters Score -614621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -614621.500000 Penalty: 4443.436035
	Iteration 43F: 3 clusters Score -614621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161126 members 
Entering Unmasked Estep 
Score: -13129221.000000 Penalty: 2973.505615
	Iteration 0F: 2 clusters Score -1.312922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -13021186.000000 Penalty: 5947.011230
	Iteration 0F: 3 clusters Score -1.302119e+07 nChanged 77149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -13066161.000000 Penalty: 5947.011230
	Iteration 1F: 3 clusters Score -1.306616e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -13067090.000000 Penalty: 5947.011230
	Iteration 2Q: 3 clusters Score -1.306709e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -13068149.000000 Penalty: 5947.011230
	Iteration 3Q: 3 clusters Score -1.306815e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -13070117.000000 Penalty: 5947.011230
	Iteration 4Q: 3 clusters Score -1.307012e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -13073805.000000 Penalty: 5947.011230
	Iteration 5Q: 3 clusters Score -1.30738e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -13080602.000000 Penalty: 5947.011230
	Iteration 6F: 3 clusters Score -1.30806e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -13091902.000000 Penalty: 5947.011230
	Iteration 7F: 3 clusters Score -1.30919e+07 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 139925 members 
Entering Unmasked Estep 
Score: -13106198.000000 Penalty: 5947.011230
	Iteration 8F: 3 clusters Score -1.31062e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 151568 members 
Entering Unmasked Estep 
Score: -13118007.000000 Penalty: 5947.011230
	Iteration 9F: 3 clusters Score -1.311801e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 157528 members 
Entering Unmasked Estep 
Score: -13123605.000000 Penalty: 5947.011230
	Iteration 10Q: 3 clusters Score -1.31236e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -13125582.000000 Penalty: 5947.011230
	Iteration 11Q: 3 clusters Score -1.312558e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -13126254.000000 Penalty: 5947.011230
	Iteration 12Q: 3 clusters Score -1.312625e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 160580 members 
Entering Unmasked Estep 
Score: -13126483.000000 Penalty: 5947.011230
	Iteration 13Q: 3 clusters Score -1.312648e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 160666 members 
Entering Unmasked Estep 
Score: -13126589.000000 Penalty: 5947.011230
	Iteration 14Q: 3 clusters Score -1.312659e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -13126629.000000 Penalty: 5947.011230
	Iteration 15Q: 3 clusters Score -1.312663e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 160695 members 
Entering Unmasked Estep 
Score: -13126659.000000 Penalty: 5947.011230
	Iteration 16Q: 3 clusters Score -1.312666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -13126675.000000 Penalty: 5947.011230
	Iteration 17Q: 3 clusters Score -1.312668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -13126698.000000 Penalty: 5947.011230
	Iteration 18Q: 3 clusters Score -1.31267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -13126712.000000 Penalty: 5947.011230
	Iteration 19Q: 3 clusters Score -1.312671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -13126707.000000 Penalty: 5947.011230
	Iteration 20F: 3 clusters Score -1.312671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -13126708.000000 Penalty: 5947.011230
	Iteration 21Q: 3 clusters Score -1.312671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -13126709.000000 Penalty: 5947.011230
	Iteration 22Q: 3 clusters Score -1.312671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -13126709.000000 Penalty: 5947.011230
	Iteration 23F: 3 clusters Score -1.312671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -106518.218750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -106518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104252.414062 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -104252.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -104602.164062 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -104602.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104674.710938 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -104674.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104715.875000 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -104715.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104745.632812 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -104745.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -104764.695312 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -104764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -104777.679688 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -104777.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -104789.265625 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -104789.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104801.648438 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -104801.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -104806.210938 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -104806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -104811.671875 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -104811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -104816.226562 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -104816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -104819.398438 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -104819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104820.218750 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -104820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104822.875000 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -104822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -104823.445312 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -104823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104824.328125 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -104824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104825.945312 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -104825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104825.945312 Penalty: 3608.141846
	Iteration 18F: 3 clusters Score -104825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -273685.781250 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -273685.8 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 2102 members 
Entering Unmasked Estep 
Score: -269626.031250 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -269626 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -270664.781250 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -270664.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -270958.781250 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -270958.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -271193.812500 Penalty: 4142.165039
	Iteration 3F: 3 clusters Score -271193.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -271412.687500 Penalty: 4142.165039
	Iteration 4F: 3 clusters Score -271412.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -271635.437500 Penalty: 4142.165039
	Iteration 5F: 3 clusters Score -271635.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -271842.625000 Penalty: 4142.165039
	Iteration 6Q: 3 clusters Score -271842.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -272017.125000 Penalty: 4142.165039
	Iteration 7Q: 3 clusters Score -272017.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -272152.531250 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -272152.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -272269.125000 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -272269.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -272351.875000 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -272351.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -272421.500000 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -272421.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -272476.062500 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -272476.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -272511.468750 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -272511.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -272544.406250 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -272544.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -272563.562500 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -272563.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -272574.500000 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -272574.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -272583.312500 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -272583.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -272596.593750 Penalty: 4142.165039
	Iteration 18Q: 3 clusters Score -272596.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -272606.937500 Penalty: 4142.165039
	Iteration 19Q: 3 clusters Score -272606.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -272614.593750 Penalty: 4142.165039
	Iteration 20F: 3 clusters Score -272614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -272617.468750 Penalty: 4142.165039
	Iteration 21Q: 3 clusters Score -272617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -272622.343750 Penalty: 4142.165039
	Iteration 22Q: 3 clusters Score -272622.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -272630.000000 Penalty: 4142.165039
	Iteration 23Q: 3 clusters Score -272630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -272639.312500 Penalty: 4142.165039
	Iteration 24Q: 3 clusters Score -272639.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -272646.718750 Penalty: 4142.165039
	Iteration 25Q: 3 clusters Score -272646.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -272654.218750 Penalty: 4142.165039
	Iteration 26Q: 3 clusters Score -272654.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -272660.500000 Penalty: 4142.165039
	Iteration 27Q: 3 clusters Score -272660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -272664.875000 Penalty: 4142.165039
	Iteration 28Q: 3 clusters Score -272664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -272667.281250 Penalty: 4142.165039
	Iteration 29Q: 3 clusters Score -272667.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -272671.281250 Penalty: 4142.165039
	Iteration 30Q: 3 clusters Score -272671.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -272675.156250 Penalty: 4142.165039
	Iteration 31Q: 3 clusters Score -272675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -272677.562500 Penalty: 4142.165039
	Iteration 32Q: 3 clusters Score -272677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -272679.437500 Penalty: 4142.165039
	Iteration 33Q: 3 clusters Score -272679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -272679.968750 Penalty: 4142.165039
	Iteration 34Q: 3 clusters Score -272680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -272679.906250 Penalty: 4142.165039
	Iteration 35Q: 3 clusters Score -272679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -272680.187500 Penalty: 4142.165039
	Iteration 36Q: 3 clusters Score -272680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -272680.156250 Penalty: 4142.165039
	Iteration 37Q: 3 clusters Score -272680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -272680.156250 Penalty: 4142.165039
	Iteration 38F: 3 clusters Score -272680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Entering Unmasked Estep 
Score: -2298924.000000 Penalty: 2547.021240
	Iteration 0F: 2 clusters Score -2298924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2279107.750000 Penalty: 5094.042480
	Iteration 0F: 3 clusters Score -2279108 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2286345.500000 Penalty: 5094.042480
	Iteration 1F: 3 clusters Score -2286346 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2286853.500000 Penalty: 5094.042480
	Iteration 2Q: 3 clusters Score -2286854 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2287286.750000 Penalty: 5094.042480
	Iteration 3Q: 3 clusters Score -2287287 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2287723.750000 Penalty: 5094.042480
	Iteration 4Q: 3 clusters Score -2287724 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2288251.250000 Penalty: 5094.042480
	Iteration 5Q: 3 clusters Score -2288251 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2288931.000000 Penalty: 5094.042480
	Iteration 6Q: 3 clusters Score -2288931 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2289873.500000 Penalty: 5094.042480
	Iteration 7Q: 3 clusters Score -2289874 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2290992.250000 Penalty: 5094.042480
	Iteration 8F: 3 clusters Score -2290992 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2292260.250000 Penalty: 5094.042480
	Iteration 9F: 3 clusters Score -2292260 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2293473.250000 Penalty: 5094.042480
	Iteration 10F: 3 clusters Score -2293473 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2294500.250000 Penalty: 5094.042480
	Iteration 11Q: 3 clusters Score -2294500 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2295165.500000 Penalty: 5094.042480
	Iteration 12Q: 3 clusters Score -2295166 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2295627.500000 Penalty: 5094.042480
	Iteration 13Q: 3 clusters Score -2295628 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2295940.750000 Penalty: 5094.042480
	Iteration 14Q: 3 clusters Score -2295941 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2296158.000000 Penalty: 5094.042480
	Iteration 15Q: 3 clusters Score -2296158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -2296309.500000 Penalty: 5094.042480
	Iteration 16Q: 3 clusters Score -2296310 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2296420.500000 Penalty: 5094.042480
	Iteration 17Q: 3 clusters Score -2296420 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -2296503.250000 Penalty: 5094.042480
	Iteration 18Q: 3 clusters Score -2296503 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2296584.500000 Penalty: 5094.042480
	Iteration 19Q: 3 clusters Score -2296584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2296636.500000 Penalty: 5094.042480
	Iteration 20F: 3 clusters Score -2296636 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2296689.250000 Penalty: 5094.042480
	Iteration 21Q: 3 clusters Score -2296689 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -2296748.000000 Penalty: 5094.042480
	Iteration 22Q: 3 clusters Score -2296748 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2296787.250000 Penalty: 5094.042480
	Iteration 23Q: 3 clusters Score -2296787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -2296817.500000 Penalty: 5094.042480
	Iteration 24Q: 3 clusters Score -2296818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -2296860.000000 Penalty: 5094.042480
	Iteration 25Q: 3 clusters Score -2296860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2296893.500000 Penalty: 5094.042480
	Iteration 26Q: 3 clusters Score -2296894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -2296926.000000 Penalty: 5094.042480
	Iteration 27Q: 3 clusters Score -2296926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2296960.250000 Penalty: 5094.042480
	Iteration 28Q: 3 clusters Score -2296960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -2296993.000000 Penalty: 5094.042480
	Iteration 29Q: 3 clusters Score -2296993 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -2297028.750000 Penalty: 5094.042480
	Iteration 30Q: 3 clusters Score -2297029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2297047.000000 Penalty: 5094.042480
	Iteration 31Q: 3 clusters Score -2297047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2297060.250000 Penalty: 5094.042480
	Iteration 32Q: 3 clusters Score -2297060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -2297073.000000 Penalty: 5094.042480
	Iteration 33Q: 3 clusters Score -2297073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -2297092.250000 Penalty: 5094.042480
	Iteration 34Q: 3 clusters Score -2297092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -2297104.500000 Penalty: 5094.042480
	Iteration 35Q: 3 clusters Score -2297104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -2297118.250000 Penalty: 5094.042480
	Iteration 36Q: 3 clusters Score -2297118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2297127.250000 Penalty: 5094.042480
	Iteration 37Q: 3 clusters Score -2297127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -2297142.250000 Penalty: 5094.042480
	Iteration 38Q: 3 clusters Score -2297142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -2297159.250000 Penalty: 5094.042480
	Iteration 39Q: 3 clusters Score -2297159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2297168.750000 Penalty: 5094.042480
	Iteration 40F: 3 clusters Score -2297169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2297180.250000 Penalty: 5094.042480
	Iteration 41Q: 3 clusters Score -2297180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2297195.000000 Penalty: 5094.042480
	Iteration 42Q: 3 clusters Score -2297195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -2297202.500000 Penalty: 5094.042480
	Iteration 43Q: 3 clusters Score -2297202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2297199.250000 Penalty: 5094.042480
	Iteration 44Q: 3 clusters Score -2297199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -2297208.250000 Penalty: 5094.042480
	Iteration 45Q: 3 clusters Score -2297208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -2297207.500000 Penalty: 5094.042480
	Iteration 46Q: 3 clusters Score -2297208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -2297211.000000 Penalty: 5094.042480
	Iteration 47Q: 3 clusters Score -2297211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -2297213.750000 Penalty: 5094.042480
	Iteration 48Q: 3 clusters Score -2297214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -2297211.750000 Penalty: 5094.042480
	Iteration 49Q: 3 clusters Score -2297212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -2297211.250000 Penalty: 5094.042480
	Iteration 50Q: 3 clusters Score -2297211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -2297211.500000 Penalty: 5094.042480
	Iteration 51Q: 3 clusters Score -2297212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2297213.500000 Penalty: 5094.042480
	Iteration 52Q: 3 clusters Score -2297214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2297213.500000 Penalty: 5094.042480
	Iteration 53F: 3 clusters Score -2297214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Entering Unmasked Estep 
Score: -1063593.375000 Penalty: 2354.664795
	Iteration 0F: 2 clusters Score -1063593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1053738.750000 Penalty: 4709.329590
	Iteration 0F: 3 clusters Score -1053739 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1056788.625000 Penalty: 4709.329590
	Iteration 1F: 3 clusters Score -1056789 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1057110.250000 Penalty: 4709.329590
	Iteration 2F: 3 clusters Score -1057110 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1057381.250000 Penalty: 4709.329590
	Iteration 3Q: 3 clusters Score -1057381 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1057622.250000 Penalty: 4709.329590
	Iteration 4Q: 3 clusters Score -1057622 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1057834.750000 Penalty: 4709.329590
	Iteration 5Q: 3 clusters Score -1057835 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1058066.250000 Penalty: 4709.329590
	Iteration 6Q: 3 clusters Score -1058066 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1058340.375000 Penalty: 4709.329590
	Iteration 7Q: 3 clusters Score -1058340 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1058654.750000 Penalty: 4709.329590
	Iteration 8Q: 3 clusters Score -1058655 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1059011.000000 Penalty: 4709.329590
	Iteration 9Q: 3 clusters Score -1059011 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1059384.625000 Penalty: 4709.329590
	Iteration 10Q: 3 clusters Score -1059385 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1059780.000000 Penalty: 4709.329590
	Iteration 11Q: 3 clusters Score -1059780 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1060165.875000 Penalty: 4709.329590
	Iteration 12Q: 3 clusters Score -1060166 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1060527.000000 Penalty: 4709.329590
	Iteration 13Q: 3 clusters Score -1060527 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1060796.000000 Penalty: 4709.329590
	Iteration 14Q: 3 clusters Score -1060796 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1061008.000000 Penalty: 4709.329590
	Iteration 15Q: 3 clusters Score -1061008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1061147.500000 Penalty: 4709.329590
	Iteration 16Q: 3 clusters Score -1061148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1061254.750000 Penalty: 4709.329590
	Iteration 17Q: 3 clusters Score -1061255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1061325.000000 Penalty: 4709.329590
	Iteration 18Q: 3 clusters Score -1061325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1061376.875000 Penalty: 4709.329590
	Iteration 19Q: 3 clusters Score -1061377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1061414.125000 Penalty: 4709.329590
	Iteration 20F: 3 clusters Score -1061414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1061432.625000 Penalty: 4709.329590
	Iteration 21Q: 3 clusters Score -1061433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1061453.500000 Penalty: 4709.329590
	Iteration 22Q: 3 clusters Score -1061454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1061477.125000 Penalty: 4709.329590
	Iteration 23Q: 3 clusters Score -1061477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1061492.250000 Penalty: 4709.329590
	Iteration 24Q: 3 clusters Score -1061492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1061504.125000 Penalty: 4709.329590
	Iteration 25Q: 3 clusters Score -1061504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1061519.000000 Penalty: 4709.329590
	Iteration 26Q: 3 clusters Score -1061519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1061527.750000 Penalty: 4709.329590
	Iteration 27Q: 3 clusters Score -1061528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1061539.125000 Penalty: 4709.329590
	Iteration 28Q: 3 clusters Score -1061539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1061547.375000 Penalty: 4709.329590
	Iteration 29Q: 3 clusters Score -1061547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1061551.000000 Penalty: 4709.329590
	Iteration 30Q: 3 clusters Score -1061551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1061551.875000 Penalty: 4709.329590
	Iteration 31Q: 3 clusters Score -1061552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1061553.375000 Penalty: 4709.329590
	Iteration 32Q: 3 clusters Score -1061553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1061553.375000 Penalty: 4709.329590
	Iteration 33F: 3 clusters Score -1061553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1609076.250000 Penalty: 2462.804932
	Iteration 0F: 2 clusters Score -1609076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1594757.125000 Penalty: 4925.609863
	Iteration 0F: 3 clusters Score -1594757 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1599779.000000 Penalty: 4925.609863
	Iteration 1F: 3 clusters Score -1599779 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1600327.625000 Penalty: 4925.609863
	Iteration 2F: 3 clusters Score -1600328 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1600891.375000 Penalty: 4925.609863
	Iteration 3F: 3 clusters Score -1600891 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1601551.375000 Penalty: 4925.609863
	Iteration 4F: 3 clusters Score -1601551 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1602371.250000 Penalty: 4925.609863
	Iteration 5F: 3 clusters Score -1602371 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1603216.875000 Penalty: 4925.609863
	Iteration 6F: 3 clusters Score -1603217 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1604040.125000 Penalty: 4925.609863
	Iteration 7F: 3 clusters Score -1604040 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1604820.250000 Penalty: 4925.609863
	Iteration 8Q: 3 clusters Score -1604820 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1605403.625000 Penalty: 4925.609863
	Iteration 9Q: 3 clusters Score -1605404 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1605836.375000 Penalty: 4925.609863
	Iteration 10Q: 3 clusters Score -1605836 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1606161.875000 Penalty: 4925.609863
	Iteration 11Q: 3 clusters Score -1606162 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1606412.625000 Penalty: 4925.609863
	Iteration 12Q: 3 clusters Score -1606413 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1606604.125000 Penalty: 4925.609863
	Iteration 13Q: 3 clusters Score -1606604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1606727.750000 Penalty: 4925.609863
	Iteration 14Q: 3 clusters Score -1606728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1606814.625000 Penalty: 4925.609863
	Iteration 15Q: 3 clusters Score -1606815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1606880.375000 Penalty: 4925.609863
	Iteration 16Q: 3 clusters Score -1606880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1606919.000000 Penalty: 4925.609863
	Iteration 17Q: 3 clusters Score -1606919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1606939.750000 Penalty: 4925.609863
	Iteration 18Q: 3 clusters Score -1606940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1606952.500000 Penalty: 4925.609863
	Iteration 19Q: 3 clusters Score -1606952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1606968.375000 Penalty: 4925.609863
	Iteration 20F: 3 clusters Score -1606968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1606976.875000 Penalty: 4925.609863
	Iteration 21Q: 3 clusters Score -1606977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1606987.000000 Penalty: 4925.609863
	Iteration 22Q: 3 clusters Score -1606987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1606994.500000 Penalty: 4925.609863
	Iteration 23Q: 3 clusters Score -1606994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1607005.625000 Penalty: 4925.609863
	Iteration 24Q: 3 clusters Score -1607006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1607014.375000 Penalty: 4925.609863
	Iteration 25Q: 3 clusters Score -1607014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1607020.625000 Penalty: 4925.609863
	Iteration 26Q: 3 clusters Score -1607021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1607028.625000 Penalty: 4925.609863
	Iteration 27Q: 3 clusters Score -1607029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1607032.125000 Penalty: 4925.609863
	Iteration 28Q: 3 clusters Score -1607032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1607041.250000 Penalty: 4925.609863
	Iteration 29Q: 3 clusters Score -1607041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1607045.250000 Penalty: 4925.609863
	Iteration 30Q: 3 clusters Score -1607045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1607045.625000 Penalty: 4925.609863
	Iteration 31Q: 3 clusters Score -1607046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1607046.875000 Penalty: 4925.609863
	Iteration 32Q: 3 clusters Score -1607047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1607046.875000 Penalty: 4925.609863
	Iteration 33F: 3 clusters Score -1607047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (252989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252989 members 
Entering Unmasked Estep 
Score: -20439152.000000 Penalty: 3085.393066
	Iteration 0F: 2 clusters Score -2.043915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -20269108.000000 Penalty: 6170.786133
	Iteration 0F: 3 clusters Score -2.026911e+07 nChanged 122391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120152 members 
Mstep: Class 2 contains 132837 members 
Entering Unmasked Estep 
Score: -20341612.000000 Penalty: 6170.786133
	Iteration 1F: 3 clusters Score -2.034161e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116528 members 
Mstep: Class 2 contains 136461 members 
Entering Unmasked Estep 
Score: -20342682.000000 Penalty: 6170.786133
	Iteration 2Q: 3 clusters Score -2.034268e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -20344512.000000 Penalty: 6170.786133
	Iteration 3Q: 3 clusters Score -2.034451e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 150698 members 
Entering Unmasked Estep 
Score: -20347818.000000 Penalty: 6170.786133
	Iteration 4Q: 3 clusters Score -2.034782e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -20354574.000000 Penalty: 6170.786133
	Iteration 5F: 3 clusters Score -2.035457e+07 nChanged 18670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -20367196.000000 Penalty: 6170.786133
	Iteration 6F: 3 clusters Score -2.03672e+07 nChanged 23364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 205601 members 
Entering Unmasked Estep 
Score: -20387864.000000 Penalty: 6170.786133
	Iteration 7F: 3 clusters Score -2.038786e+07 nChanged 23407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 229004 members 
Entering Unmasked Estep 
Score: -20411874.000000 Penalty: 6170.786133
	Iteration 8F: 3 clusters Score -2.041187e+07 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 244611 members 
Entering Unmasked Estep 
Score: -20428240.000000 Penalty: 6170.786133
	Iteration 9F: 3 clusters Score -2.042824e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 250776 members 
Entering Unmasked Estep 
Score: -20434312.000000 Penalty: 6170.786133
	Iteration 10Q: 3 clusters Score -2.043431e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 252364 members 
Entering Unmasked Estep 
Score: -20435852.000000 Penalty: 6170.786133
	Iteration 11Q: 3 clusters Score -2.043585e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 252669 members 
Entering Unmasked Estep 
Score: -20436188.000000 Penalty: 6170.786133
	Iteration 12Q: 3 clusters Score -2.043619e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252735 members 
Entering Unmasked Estep 
Score: -20436310.000000 Penalty: 6170.786133
	Iteration 13Q: 3 clusters Score -2.043631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252751 members 
Entering Unmasked Estep 
Score: -20436410.000000 Penalty: 6170.786133
	Iteration 14Q: 3 clusters Score -2.043641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -20436438.000000 Penalty: 6170.786133
	Iteration 15Q: 3 clusters Score -2.043644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -20436472.000000 Penalty: 6170.786133
	Iteration 16Q: 3 clusters Score -2.043647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252765 members 
Entering Unmasked Estep 
Score: -20436512.000000 Penalty: 6170.786133
	Iteration 17Q: 3 clusters Score -2.043651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -20436514.000000 Penalty: 6170.786133
	Iteration 18Q: 3 clusters Score -2.043651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252763 members 
Entering Unmasked Estep 
Score: -20436516.000000 Penalty: 6170.786133
	Iteration 19Q: 3 clusters Score -2.043652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -20436514.000000 Penalty: 6170.786133
	Iteration 20F: 3 clusters Score -2.043651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 252760 members 
Entering Unmasked Estep 
Score: -20436520.000000 Penalty: 6170.786133
	Iteration 21Q: 3 clusters Score -2.043652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252761 members 
Entering Unmasked Estep 
Score: -20436526.000000 Penalty: 6170.786133
	Iteration 22Q: 3 clusters Score -2.043653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252762 members 
Entering Unmasked Estep 
Score: -20436546.000000 Penalty: 6170.786133
	Iteration 23Q: 3 clusters Score -2.043655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252763 members 
Entering Unmasked Estep 
Score: -20436550.000000 Penalty: 6170.786133
	Iteration 24Q: 3 clusters Score -2.043655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252762 members 
Entering Unmasked Estep 
Score: -20436556.000000 Penalty: 6170.786133
	Iteration 25Q: 3 clusters Score -2.043656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 252763 members 
Entering Unmasked Estep 
Score: -20436564.000000 Penalty: 6170.786133
	Iteration 26Q: 3 clusters Score -2.043656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 252765 members 
Entering Unmasked Estep 
Score: -20436556.000000 Penalty: 6170.786133
	Iteration 27Q: 3 clusters Score -2.043656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252766 members 
Entering Unmasked Estep 
Score: -20436554.000000 Penalty: 6170.786133
	Iteration 28Q: 3 clusters Score -2.043655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252766 members 
Entering Unmasked Estep 
Score: -20436554.000000 Penalty: 6170.786133
	Iteration 29F: 3 clusters Score -2.043655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -86260.460938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -86260.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84221.304688 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -84221.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84500.515625 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -84500.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84582.109375 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -84582.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -84620.320312 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -84620.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -84642.210938 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -84642.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84650.156250 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -84650.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84654.859375 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -84654.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84656.632812 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -84656.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84658.257812 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -84658.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84658.257812 Penalty: 3504.544189
	Iteration 9F: 3 clusters Score -84658.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -297665.031250 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -297665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -293865.250000 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -293865.2 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -294743.531250 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -294743.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -294905.343750 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -294905.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -294989.843750 Penalty: 4100.527344
	Iteration 3Q: 3 clusters Score -294989.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -295033.125000 Penalty: 4100.527344
	Iteration 4Q: 3 clusters Score -295033.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -295077.937500 Penalty: 4100.527344
	Iteration 5Q: 3 clusters Score -295077.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -295103.812500 Penalty: 4100.527344
	Iteration 6Q: 3 clusters Score -295103.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -295119.687500 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -295119.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -295129.531250 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -295129.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -295140.875000 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -295140.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -295155.312500 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -295155.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -295163.843750 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -295163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -295173.000000 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -295173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -295181.437500 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -295181.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -295187.406250 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -295187.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -295192.687500 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -295192.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -295196.875000 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -295196.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -295206.406250 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -295206.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -295214.875000 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -295214.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -295223.531250 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -295223.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -295235.812500 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -295235.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -295246.562500 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -295246.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -295260.000000 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -295260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -295275.875000 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -295275.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -295293.343750 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -295293.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -295315.968750 Penalty: 4100.527344
	Iteration 25Q: 3 clusters Score -295316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -295335.781250 Penalty: 4100.527344
	Iteration 26Q: 3 clusters Score -295335.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -295358.468750 Penalty: 4100.527344
	Iteration 27Q: 3 clusters Score -295358.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -295375.656250 Penalty: 4100.527344
	Iteration 28Q: 3 clusters Score -295375.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -295400.343750 Penalty: 4100.527344
	Iteration 29Q: 3 clusters Score -295400.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -295426.906250 Penalty: 4100.527344
	Iteration 30Q: 3 clusters Score -295426.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -295460.312500 Penalty: 4100.527344
	Iteration 31Q: 3 clusters Score -295460.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295502.156250 Penalty: 4100.527344
	Iteration 32Q: 3 clusters Score -295502.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -295542.875000 Penalty: 4100.527344
	Iteration 33Q: 3 clusters Score -295542.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -295579.781250 Penalty: 4100.527344
	Iteration 34Q: 3 clusters Score -295579.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -295619.468750 Penalty: 4100.527344
	Iteration 35Q: 3 clusters Score -295619.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -295652.468750 Penalty: 4100.527344
	Iteration 36Q: 3 clusters Score -295652.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -295692.531250 Penalty: 4100.527344
	Iteration 37Q: 3 clusters Score -295692.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295738.656250 Penalty: 4100.527344
	Iteration 38Q: 3 clusters Score -295738.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -295789.437500 Penalty: 4100.527344
	Iteration 39Q: 3 clusters Score -295789.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -295839.312500 Penalty: 4100.527344
	Iteration 40F: 3 clusters Score -295839.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -295883.562500 Penalty: 4100.527344
	Iteration 41Q: 3 clusters Score -295883.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -295920.187500 Penalty: 4100.527344
	Iteration 42Q: 3 clusters Score -295920.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -295958.250000 Penalty: 4100.527344
	Iteration 43Q: 3 clusters Score -295958.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -295991.718750 Penalty: 4100.527344
	Iteration 44Q: 3 clusters Score -295991.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -296024.656250 Penalty: 4100.527344
	Iteration 45Q: 3 clusters Score -296024.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -296051.031250 Penalty: 4100.527344
	Iteration 46Q: 3 clusters Score -296051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -296068.468750 Penalty: 4100.527344
	Iteration 47Q: 3 clusters Score -296068.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -296085.187500 Penalty: 4100.527344
	Iteration 48Q: 3 clusters Score -296085.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -296096.750000 Penalty: 4100.527344
	Iteration 49Q: 3 clusters Score -296096.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -296108.562500 Penalty: 4100.527344
	Iteration 50Q: 3 clusters Score -296108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -296115.625000 Penalty: 4100.527344
	Iteration 51Q: 3 clusters Score -296115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -296117.781250 Penalty: 4100.527344
	Iteration 52Q: 3 clusters Score -296117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -296122.000000 Penalty: 4100.527344
	Iteration 53Q: 3 clusters Score -296122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -296127.062500 Penalty: 4100.527344
	Iteration 54Q: 3 clusters Score -296127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -296132.781250 Penalty: 4100.527344
	Iteration 55Q: 3 clusters Score -296132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -296136.937500 Penalty: 4100.527344
	Iteration 56Q: 3 clusters Score -296136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -296146.187500 Penalty: 4100.527344
	Iteration 57Q: 3 clusters Score -296146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -296156.468750 Penalty: 4100.527344
	Iteration 58Q: 3 clusters Score -296156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -296165.562500 Penalty: 4100.527344
	Iteration 59Q: 3 clusters Score -296165.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -296170.156250 Penalty: 4100.527344
	Iteration 60F: 3 clusters Score -296170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -296176.125000 Penalty: 4100.527344
	Iteration 61Q: 3 clusters Score -296176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -296178.031250 Penalty: 4100.527344
	Iteration 62Q: 3 clusters Score -296178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -296181.375000 Penalty: 4100.527344
	Iteration 63Q: 3 clusters Score -296181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -296182.562500 Penalty: 4100.527344
	Iteration 64Q: 3 clusters Score -296182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -296183.875000 Penalty: 4100.527344
	Iteration 65Q: 3 clusters Score -296183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -296184.656250 Penalty: 4100.527344
	Iteration 66Q: 3 clusters Score -296184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -296186.343750 Penalty: 4100.527344
	Iteration 67Q: 3 clusters Score -296186.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -296187.468750 Penalty: 4100.527344
	Iteration 68Q: 3 clusters Score -296187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -296189.875000 Penalty: 4100.527344
	Iteration 69Q: 3 clusters Score -296189.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -296193.031250 Penalty: 4100.527344
	Iteration 70Q: 3 clusters Score -296193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -296194.750000 Penalty: 4100.527344
	Iteration 71Q: 3 clusters Score -296194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -296196.281250 Penalty: 4100.527344
	Iteration 72Q: 3 clusters Score -296196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -296196.343750 Penalty: 4100.527344
	Iteration 73Q: 3 clusters Score -296196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -296196.343750 Penalty: 4100.527344
	Iteration 74F: 3 clusters Score -296196.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Entering Unmasked Estep 
Score: -1464999.000000 Penalty: 2441.483643
	Iteration 0F: 2 clusters Score -1464999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1451739.875000 Penalty: 4882.967285
	Iteration 0F: 3 clusters Score -1451740 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1456150.375000 Penalty: 4882.967285
	Iteration 1F: 3 clusters Score -1456150 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1456632.125000 Penalty: 4882.967285
	Iteration 2F: 3 clusters Score -1456632 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1457067.625000 Penalty: 4882.967285
	Iteration 3Q: 3 clusters Score -1457068 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1457540.750000 Penalty: 4882.967285
	Iteration 4Q: 3 clusters Score -1457541 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1458040.500000 Penalty: 4882.967285
	Iteration 5Q: 3 clusters Score -1458040 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1458536.125000 Penalty: 4882.967285
	Iteration 6Q: 3 clusters Score -1458536 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1459030.375000 Penalty: 4882.967285
	Iteration 7Q: 3 clusters Score -1459030 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1459592.375000 Penalty: 4882.967285
	Iteration 8Q: 3 clusters Score -1459592 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1460153.000000 Penalty: 4882.967285
	Iteration 9Q: 3 clusters Score -1460153 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1460594.500000 Penalty: 4882.967285
	Iteration 10Q: 3 clusters Score -1460594 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1460956.000000 Penalty: 4882.967285
	Iteration 11Q: 3 clusters Score -1460956 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1461233.250000 Penalty: 4882.967285
	Iteration 12Q: 3 clusters Score -1461233 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1461474.375000 Penalty: 4882.967285
	Iteration 13Q: 3 clusters Score -1461474 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1461650.250000 Penalty: 4882.967285
	Iteration 14Q: 3 clusters Score -1461650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1461772.000000 Penalty: 4882.967285
	Iteration 15Q: 3 clusters Score -1461772 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1461886.750000 Penalty: 4882.967285
	Iteration 16Q: 3 clusters Score -1461887 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1461995.250000 Penalty: 4882.967285
	Iteration 17Q: 3 clusters Score -1461995 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1462096.375000 Penalty: 4882.967285
	Iteration 18Q: 3 clusters Score -1462096 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1462203.750000 Penalty: 4882.967285
	Iteration 19Q: 3 clusters Score -1462204 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1462278.250000 Penalty: 4882.967285
	Iteration 20F: 3 clusters Score -1462278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1462365.000000 Penalty: 4882.967285
	Iteration 21Q: 3 clusters Score -1462365 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1462403.375000 Penalty: 4882.967285
	Iteration 22Q: 3 clusters Score -1462403 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1462448.625000 Penalty: 4882.967285
	Iteration 23Q: 3 clusters Score -1462449 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1462477.125000 Penalty: 4882.967285
	Iteration 24Q: 3 clusters Score -1462477 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1462501.500000 Penalty: 4882.967285
	Iteration 25Q: 3 clusters Score -1462502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1462516.000000 Penalty: 4882.967285
	Iteration 26Q: 3 clusters Score -1462516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1462538.500000 Penalty: 4882.967285
	Iteration 27Q: 3 clusters Score -1462538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1462556.000000 Penalty: 4882.967285
	Iteration 28Q: 3 clusters Score -1462556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1462574.875000 Penalty: 4882.967285
	Iteration 29Q: 3 clusters Score -1462575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1462588.750000 Penalty: 4882.967285
	Iteration 30Q: 3 clusters Score -1462589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1462613.250000 Penalty: 4882.967285
	Iteration 31Q: 3 clusters Score -1462613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1462627.750000 Penalty: 4882.967285
	Iteration 32Q: 3 clusters Score -1462628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1462638.375000 Penalty: 4882.967285
	Iteration 33Q: 3 clusters Score -1462638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1462644.625000 Penalty: 4882.967285
	Iteration 34Q: 3 clusters Score -1462645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1462652.625000 Penalty: 4882.967285
	Iteration 35Q: 3 clusters Score -1462653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1462662.125000 Penalty: 4882.967285
	Iteration 36Q: 3 clusters Score -1462662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1462679.875000 Penalty: 4882.967285
	Iteration 37Q: 3 clusters Score -1462680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1462695.750000 Penalty: 4882.967285
	Iteration 38Q: 3 clusters Score -1462696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1462716.625000 Penalty: 4882.967285
	Iteration 39Q: 3 clusters Score -1462717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1462746.750000 Penalty: 4882.967285
	Iteration 40F: 3 clusters Score -1462747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1462795.000000 Penalty: 4882.967285
	Iteration 41Q: 3 clusters Score -1462795 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1462863.500000 Penalty: 4882.967285
	Iteration 42Q: 3 clusters Score -1462864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1462911.625000 Penalty: 4882.967285
	Iteration 43Q: 3 clusters Score -1462912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1462970.500000 Penalty: 4882.967285
	Iteration 44Q: 3 clusters Score -1462970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1463009.875000 Penalty: 4882.967285
	Iteration 45Q: 3 clusters Score -1463010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1463039.625000 Penalty: 4882.967285
	Iteration 46Q: 3 clusters Score -1463040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1463057.750000 Penalty: 4882.967285
	Iteration 47Q: 3 clusters Score -1463058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1463070.375000 Penalty: 4882.967285
	Iteration 48Q: 3 clusters Score -1463070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1463083.500000 Penalty: 4882.967285
	Iteration 49Q: 3 clusters Score -1463084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1463081.125000 Penalty: 4882.967285
	Iteration 50Q: 3 clusters Score -1463081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1463082.875000 Penalty: 4882.967285
	Iteration 51Q: 3 clusters Score -1463083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1463085.125000 Penalty: 4882.967285
	Iteration 52Q: 3 clusters Score -1463085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1463088.500000 Penalty: 4882.967285
	Iteration 53Q: 3 clusters Score -1463088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1463092.250000 Penalty: 4882.967285
	Iteration 54Q: 3 clusters Score -1463092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1463087.375000 Penalty: 4882.967285
	Iteration 55Q: 3 clusters Score -1463087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1463089.875000 Penalty: 4882.967285
	Iteration 56Q: 3 clusters Score -1463090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1463092.375000 Penalty: 4882.967285
	Iteration 57Q: 3 clusters Score -1463092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1463092.000000 Penalty: 4882.967285
	Iteration 58Q: 3 clusters Score -1463092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1463092.750000 Penalty: 4882.967285
	Iteration 59Q: 3 clusters Score -1463093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1463090.875000 Penalty: 4882.967285
	Iteration 60F: 3 clusters Score -1463091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1463096.000000 Penalty: 4882.967285
	Iteration 61Q: 3 clusters Score -1463096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1463095.125000 Penalty: 4882.967285
	Iteration 62Q: 3 clusters Score -1463095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1463096.250000 Penalty: 4882.967285
	Iteration 63Q: 3 clusters Score -1463096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1463094.875000 Penalty: 4882.967285
	Iteration 64Q: 3 clusters Score -1463095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1463096.125000 Penalty: 4882.967285
	Iteration 65Q: 3 clusters Score -1463096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1463096.250000 Penalty: 4882.967285
	Iteration 66Q: 3 clusters Score -1463096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1463096.750000 Penalty: 4882.967285
	Iteration 67Q: 3 clusters Score -1463097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1463096.750000 Penalty: 4882.967285
	Iteration 68F: 3 clusters Score -1463097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Entering Unmasked Estep 
Score: -7976323.500000 Penalty: 2847.633789
	Iteration 0F: 2 clusters Score -7976324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -7911232.500000 Penalty: 5695.267578
	Iteration 0F: 3 clusters Score -7911232 nChanged 45900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -7937738.500000 Penalty: 5695.267578
	Iteration 1F: 3 clusters Score -7937738 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7938949.500000 Penalty: 5695.267578
	Iteration 2Q: 3 clusters Score -7938950 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7941013.500000 Penalty: 5695.267578
	Iteration 3Q: 3 clusters Score -7941014 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -7944828.500000 Penalty: 5695.267578
	Iteration 4F: 3 clusters Score -7944828 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -7951094.000000 Penalty: 5695.267578
	Iteration 5F: 3 clusters Score -7951094 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -7959342.500000 Penalty: 5695.267578
	Iteration 6F: 3 clusters Score -7959342 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -7966857.500000 Penalty: 5695.267578
	Iteration 7F: 3 clusters Score -7966858 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -7971316.500000 Penalty: 5695.267578
	Iteration 8Q: 3 clusters Score -7971316 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -7973216.000000 Penalty: 5695.267578
	Iteration 9Q: 3 clusters Score -7973216 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7973981.500000 Penalty: 5695.267578
	Iteration 10Q: 3 clusters Score -7973982 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7974219.000000 Penalty: 5695.267578
	Iteration 11Q: 3 clusters Score -7974219 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7974312.500000 Penalty: 5695.267578
	Iteration 12Q: 3 clusters Score -7974312 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7974383.500000 Penalty: 5695.267578
	Iteration 13Q: 3 clusters Score -7974384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94624 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7974434.500000 Penalty: 5695.267578
	Iteration 14Q: 3 clusters Score -7974434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7974476.000000 Penalty: 5695.267578
	Iteration 15Q: 3 clusters Score -7974476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7974509.000000 Penalty: 5695.267578
	Iteration 16Q: 3 clusters Score -7974509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94805 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7974530.500000 Penalty: 5695.267578
	Iteration 17Q: 3 clusters Score -7974530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7974521.500000 Penalty: 5695.267578
	Iteration 18Q: 3 clusters Score -7974522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7974529.000000 Penalty: 5695.267578
	Iteration 19Q: 3 clusters Score -7974529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7974535.000000 Penalty: 5695.267578
	Iteration 20F: 3 clusters Score -7974535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7974540.000000 Penalty: 5695.267578
	Iteration 21Q: 3 clusters Score -7974540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7974549.000000 Penalty: 5695.267578
	Iteration 22Q: 3 clusters Score -7974549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7974547.500000 Penalty: 5695.267578
	Iteration 23Q: 3 clusters Score -7974548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7974539.500000 Penalty: 5695.267578
	Iteration 24Q: 3 clusters Score -7974540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7974537.000000 Penalty: 5695.267578
	Iteration 25Q: 3 clusters Score -7974537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7974535.000000 Penalty: 5695.267578
	Iteration 26Q: 3 clusters Score -7974535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7974544.000000 Penalty: 5695.267578
	Iteration 27Q: 3 clusters Score -7974544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7974551.500000 Penalty: 5695.267578
	Iteration 28Q: 3 clusters Score -7974552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7974550.000000 Penalty: 5695.267578
	Iteration 29Q: 3 clusters Score -7974550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7974551.000000 Penalty: 5695.267578
	Iteration 30Q: 3 clusters Score -7974551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7974548.500000 Penalty: 5695.267578
	Iteration 31Q: 3 clusters Score -7974548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7974553.500000 Penalty: 5695.267578
	Iteration 32Q: 3 clusters Score -7974554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7974559.000000 Penalty: 5695.267578
	Iteration 33Q: 3 clusters Score -7974559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7974562.500000 Penalty: 5695.267578
	Iteration 34Q: 3 clusters Score -7974562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7974568.500000 Penalty: 5695.267578
	Iteration 35Q: 3 clusters Score -7974568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7974565.500000 Penalty: 5695.267578
	Iteration 36Q: 3 clusters Score -7974566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7974565.500000 Penalty: 5695.267578
	Iteration 37F: 3 clusters Score -7974566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (848231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848231 members 
Entering Unmasked Estep 
Score: -68477432.000000 Penalty: 3385.425293
	Iteration 0F: 2 clusters Score -6.847743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424756 members 
Mstep: Class 2 contains 423475 members 
Entering Unmasked Estep 
Score: -67910744.000000 Penalty: 6770.850586
	Iteration 0F: 3 clusters Score -6.791074e+07 nChanged 416338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444788 members 
Mstep: Class 2 contains 403443 members 
Entering Unmasked Estep 
Score: -68161144.000000 Penalty: 6770.850586
	Iteration 1F: 3 clusters Score -6.816114e+07 nChanged 17269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458067 members 
Mstep: Class 2 contains 390164 members 
Entering Unmasked Estep 
Score: -68164416.000000 Penalty: 6770.850586
	Iteration 2Q: 3 clusters Score -6.816442e+07 nChanged 23212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479459 members 
Mstep: Class 2 contains 368772 members 
Entering Unmasked Estep 
Score: -68170592.000000 Penalty: 6770.850586
	Iteration 3Q: 3 clusters Score -6.817059e+07 nChanged 34151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513008 members 
Mstep: Class 2 contains 335223 members 
Entering Unmasked Estep 
Score: -68183472.000000 Penalty: 6770.850586
	Iteration 4Q: 3 clusters Score -6.818347e+07 nChanged 50858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563666 members 
Mstep: Class 2 contains 284565 members 
Entering Unmasked Estep 
Score: -68211440.000000 Penalty: 6770.850586
	Iteration 5F: 3 clusters Score -6.821144e+07 nChanged 70834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634458 members 
Mstep: Class 2 contains 213773 members 
Entering Unmasked Estep 
Score: -68263592.000000 Penalty: 6770.850586
	Iteration 6F: 3 clusters Score -6.826359e+07 nChanged 82517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716951 members 
Mstep: Class 2 contains 131280 members 
Entering Unmasked Estep 
Score: -68339288.000000 Penalty: 6770.850586
	Iteration 7F: 3 clusters Score -6.833929e+07 nChanged 70801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787748 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -68411200.000000 Penalty: 6770.850586
	Iteration 8F: 3 clusters Score -6.84112e+07 nChanged 40418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828166 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -68453576.000000 Penalty: 6770.850586
	Iteration 9Q: 3 clusters Score -6.845358e+07 nChanged 14954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843120 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -68468760.000000 Penalty: 6770.850586
	Iteration 10Q: 3 clusters Score -6.846876e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847021 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -68472904.000000 Penalty: 6770.850586
	Iteration 11Q: 3 clusters Score -6.84729e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847835 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68473856.000000 Penalty: 6770.850586
	Iteration 12Q: 3 clusters Score -6.847386e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847974 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68474120.000000 Penalty: 6770.850586
	Iteration 13Q: 3 clusters Score -6.847412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848012 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68474264.000000 Penalty: 6770.850586
	Iteration 14Q: 3 clusters Score -6.847426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848026 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68474224.000000 Penalty: 6770.850586
	Iteration 15Q: 3 clusters Score -6.847422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848033 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68474264.000000 Penalty: 6770.850586
	Iteration 16Q: 3 clusters Score -6.847426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848038 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68474312.000000 Penalty: 6770.850586
	Iteration 17Q: 3 clusters Score -6.847431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848038 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68474304.000000 Penalty: 6770.850586
	Iteration 18Q: 3 clusters Score -6.84743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848038 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68474328.000000 Penalty: 6770.850586
	Iteration 19Q: 3 clusters Score -6.847433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848038 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68474328.000000 Penalty: 6770.850586
	Iteration 20F: 3 clusters Score -6.847433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Entering Unmasked Estep 
Score: -981022.625000 Penalty: 2345.327637
	Iteration 0F: 2 clusters Score -981022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -971550.500000 Penalty: 4690.655273
	Iteration 0F: 3 clusters Score -971550.5 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -974544.062500 Penalty: 4690.655273
	Iteration 1F: 3 clusters Score -974544.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -975116.875000 Penalty: 4690.655273
	Iteration 2F: 3 clusters Score -975116.9 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -975601.062500 Penalty: 4690.655273
	Iteration 3F: 3 clusters Score -975601.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -976031.125000 Penalty: 4690.655273
	Iteration 4F: 3 clusters Score -976031.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -976418.250000 Penalty: 4690.655273
	Iteration 5F: 3 clusters Score -976418.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -976821.187500 Penalty: 4690.655273
	Iteration 6Q: 3 clusters Score -976821.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -977161.000000 Penalty: 4690.655273
	Iteration 7Q: 3 clusters Score -977161 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -977460.375000 Penalty: 4690.655273
	Iteration 8Q: 3 clusters Score -977460.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -977671.625000 Penalty: 4690.655273
	Iteration 9Q: 3 clusters Score -977671.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -977831.375000 Penalty: 4690.655273
	Iteration 10Q: 3 clusters Score -977831.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -977947.750000 Penalty: 4690.655273
	Iteration 11Q: 3 clusters Score -977947.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -978022.375000 Penalty: 4690.655273
	Iteration 12Q: 3 clusters Score -978022.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -978082.437500 Penalty: 4690.655273
	Iteration 13Q: 3 clusters Score -978082.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -978128.187500 Penalty: 4690.655273
	Iteration 14Q: 3 clusters Score -978128.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -978177.937500 Penalty: 4690.655273
	Iteration 15Q: 3 clusters Score -978177.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -978217.250000 Penalty: 4690.655273
	Iteration 16Q: 3 clusters Score -978217.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -978249.437500 Penalty: 4690.655273
	Iteration 17Q: 3 clusters Score -978249.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -978282.875000 Penalty: 4690.655273
	Iteration 18Q: 3 clusters Score -978282.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -978312.625000 Penalty: 4690.655273
	Iteration 19Q: 3 clusters Score -978312.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -978338.687500 Penalty: 4690.655273
	Iteration 20F: 3 clusters Score -978338.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -978363.437500 Penalty: 4690.655273
	Iteration 21Q: 3 clusters Score -978363.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -978392.625000 Penalty: 4690.655273
	Iteration 22Q: 3 clusters Score -978392.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -978429.750000 Penalty: 4690.655273
	Iteration 23Q: 3 clusters Score -978429.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -978459.687500 Penalty: 4690.655273
	Iteration 24Q: 3 clusters Score -978459.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -978482.687500 Penalty: 4690.655273
	Iteration 25Q: 3 clusters Score -978482.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -978513.437500 Penalty: 4690.655273
	Iteration 26Q: 3 clusters Score -978513.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -978557.062500 Penalty: 4690.655273
	Iteration 27Q: 3 clusters Score -978557.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -978588.062500 Penalty: 4690.655273
	Iteration 28Q: 3 clusters Score -978588.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -978613.750000 Penalty: 4690.655273
	Iteration 29Q: 3 clusters Score -978613.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -978641.125000 Penalty: 4690.655273
	Iteration 30Q: 3 clusters Score -978641.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -978666.562500 Penalty: 4690.655273
	Iteration 31Q: 3 clusters Score -978666.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -978685.750000 Penalty: 4690.655273
	Iteration 32Q: 3 clusters Score -978685.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -978704.312500 Penalty: 4690.655273
	Iteration 33Q: 3 clusters Score -978704.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -978720.750000 Penalty: 4690.655273
	Iteration 34Q: 3 clusters Score -978720.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -978737.937500 Penalty: 4690.655273
	Iteration 35Q: 3 clusters Score -978737.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -978754.687500 Penalty: 4690.655273
	Iteration 36Q: 3 clusters Score -978754.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -978769.375000 Penalty: 4690.655273
	Iteration 37Q: 3 clusters Score -978769.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -978781.187500 Penalty: 4690.655273
	Iteration 38Q: 3 clusters Score -978781.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -978794.437500 Penalty: 4690.655273
	Iteration 39Q: 3 clusters Score -978794.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -978806.125000 Penalty: 4690.655273
	Iteration 40F: 3 clusters Score -978806.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -978823.812500 Penalty: 4690.655273
	Iteration 41Q: 3 clusters Score -978823.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -978838.000000 Penalty: 4690.655273
	Iteration 42Q: 3 clusters Score -978838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -978849.187500 Penalty: 4690.655273
	Iteration 43Q: 3 clusters Score -978849.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -978866.500000 Penalty: 4690.655273
	Iteration 44Q: 3 clusters Score -978866.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -978883.687500 Penalty: 4690.655273
	Iteration 45Q: 3 clusters Score -978883.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -978900.125000 Penalty: 4690.655273
	Iteration 46Q: 3 clusters Score -978900.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -978912.937500 Penalty: 4690.655273
	Iteration 47Q: 3 clusters Score -978912.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -978931.312500 Penalty: 4690.655273
	Iteration 48Q: 3 clusters Score -978931.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -978943.875000 Penalty: 4690.655273
	Iteration 49Q: 3 clusters Score -978943.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -978966.125000 Penalty: 4690.655273
	Iteration 50Q: 3 clusters Score -978966.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -978986.875000 Penalty: 4690.655273
	Iteration 51Q: 3 clusters Score -978986.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -979008.375000 Penalty: 4690.655273
	Iteration 52Q: 3 clusters Score -979008.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -979028.250000 Penalty: 4690.655273
	Iteration 53Q: 3 clusters Score -979028.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -979050.687500 Penalty: 4690.655273
	Iteration 54Q: 3 clusters Score -979050.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -979069.562500 Penalty: 4690.655273
	Iteration 55Q: 3 clusters Score -979069.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -979082.375000 Penalty: 4690.655273
	Iteration 56Q: 3 clusters Score -979082.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -979104.812500 Penalty: 4690.655273
	Iteration 57Q: 3 clusters Score -979104.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -979128.875000 Penalty: 4690.655273
	Iteration 58Q: 3 clusters Score -979128.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -979155.750000 Penalty: 4690.655273
	Iteration 59Q: 3 clusters Score -979155.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -979176.937500 Penalty: 4690.655273
	Iteration 60F: 3 clusters Score -979176.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -979192.187500 Penalty: 4690.655273
	Iteration 61Q: 3 clusters Score -979192.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -979210.687500 Penalty: 4690.655273
	Iteration 62Q: 3 clusters Score -979210.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -979228.812500 Penalty: 4690.655273
	Iteration 63Q: 3 clusters Score -979228.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -979249.500000 Penalty: 4690.655273
	Iteration 64Q: 3 clusters Score -979249.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -979256.500000 Penalty: 4690.655273
	Iteration 65Q: 3 clusters Score -979256.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -979269.812500 Penalty: 4690.655273
	Iteration 66Q: 3 clusters Score -979269.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -979281.062500 Penalty: 4690.655273
	Iteration 67Q: 3 clusters Score -979281.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -979293.187500 Penalty: 4690.655273
	Iteration 68Q: 3 clusters Score -979293.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -979304.687500 Penalty: 4690.655273
	Iteration 69Q: 3 clusters Score -979304.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -979309.312500 Penalty: 4690.655273
	Iteration 70Q: 3 clusters Score -979309.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -979320.000000 Penalty: 4690.655273
	Iteration 71Q: 3 clusters Score -979320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -979329.187500 Penalty: 4690.655273
	Iteration 72Q: 3 clusters Score -979329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -979341.562500 Penalty: 4690.655273
	Iteration 73Q: 3 clusters Score -979341.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -979354.187500 Penalty: 4690.655273
	Iteration 74Q: 3 clusters Score -979354.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -979369.875000 Penalty: 4690.655273
	Iteration 75Q: 3 clusters Score -979369.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -979388.375000 Penalty: 4690.655273
	Iteration 76Q: 3 clusters Score -979388.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -979403.875000 Penalty: 4690.655273
	Iteration 77Q: 3 clusters Score -979403.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -979419.937500 Penalty: 4690.655273
	Iteration 78Q: 3 clusters Score -979419.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -979437.250000 Penalty: 4690.655273
	Iteration 79Q: 3 clusters Score -979437.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -979454.187500 Penalty: 4690.655273
	Iteration 80F: 3 clusters Score -979454.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -979472.312500 Penalty: 4690.655273
	Iteration 81Q: 3 clusters Score -979472.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -979481.375000 Penalty: 4690.655273
	Iteration 82Q: 3 clusters Score -979481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -979488.500000 Penalty: 4690.655273
	Iteration 83Q: 3 clusters Score -979488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -979496.312500 Penalty: 4690.655273
	Iteration 84Q: 3 clusters Score -979496.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -979500.312500 Penalty: 4690.655273
	Iteration 85Q: 3 clusters Score -979500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -979507.437500 Penalty: 4690.655273
	Iteration 86Q: 3 clusters Score -979507.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -979512.062500 Penalty: 4690.655273
	Iteration 87Q: 3 clusters Score -979512.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -979516.625000 Penalty: 4690.655273
	Iteration 88Q: 3 clusters Score -979516.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -979521.812500 Penalty: 4690.655273
	Iteration 89Q: 3 clusters Score -979521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -979525.812500 Penalty: 4690.655273
	Iteration 90Q: 3 clusters Score -979525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -979529.750000 Penalty: 4690.655273
	Iteration 91Q: 3 clusters Score -979529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -979532.000000 Penalty: 4690.655273
	Iteration 92Q: 3 clusters Score -979532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -979532.062500 Penalty: 4690.655273
	Iteration 93Q: 3 clusters Score -979532.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -979532.062500 Penalty: 4690.655273
	Iteration 94F: 3 clusters Score -979532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Entering Unmasked Estep 
Score: -1302448.250000 Penalty: 2399.123535
	Iteration 0F: 2 clusters Score -1302448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1290954.750000 Penalty: 4798.247070
	Iteration 0F: 3 clusters Score -1290955 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1294586.000000 Penalty: 4798.247070
	Iteration 1F: 3 clusters Score -1294586 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1294984.875000 Penalty: 4798.247070
	Iteration 2F: 3 clusters Score -1294985 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1295270.500000 Penalty: 4798.247070
	Iteration 3Q: 3 clusters Score -1295270 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1295518.500000 Penalty: 4798.247070
	Iteration 4Q: 3 clusters Score -1295518 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1295754.375000 Penalty: 4798.247070
	Iteration 5Q: 3 clusters Score -1295754 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1296038.125000 Penalty: 4798.247070
	Iteration 6Q: 3 clusters Score -1296038 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1296408.875000 Penalty: 4798.247070
	Iteration 7Q: 3 clusters Score -1296409 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1296887.000000 Penalty: 4798.247070
	Iteration 8Q: 3 clusters Score -1296887 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1297514.125000 Penalty: 4798.247070
	Iteration 9F: 3 clusters Score -1297514 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1298217.125000 Penalty: 4798.247070
	Iteration 10F: 3 clusters Score -1298217 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1298897.125000 Penalty: 4798.247070
	Iteration 11Q: 3 clusters Score -1298897 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1299464.125000 Penalty: 4798.247070
	Iteration 12Q: 3 clusters Score -1299464 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1299803.250000 Penalty: 4798.247070
	Iteration 13Q: 3 clusters Score -1299803 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1300007.250000 Penalty: 4798.247070
	Iteration 14Q: 3 clusters Score -1300007 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1300130.750000 Penalty: 4798.247070
	Iteration 15Q: 3 clusters Score -1300131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1300208.875000 Penalty: 4798.247070
	Iteration 16Q: 3 clusters Score -1300209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1300262.250000 Penalty: 4798.247070
	Iteration 17Q: 3 clusters Score -1300262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1300291.625000 Penalty: 4798.247070
	Iteration 18Q: 3 clusters Score -1300292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1300309.125000 Penalty: 4798.247070
	Iteration 19Q: 3 clusters Score -1300309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1300319.000000 Penalty: 4798.247070
	Iteration 20F: 3 clusters Score -1300319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1300324.500000 Penalty: 4798.247070
	Iteration 21Q: 3 clusters Score -1300324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1300328.875000 Penalty: 4798.247070
	Iteration 22Q: 3 clusters Score -1300329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1300333.500000 Penalty: 4798.247070
	Iteration 23Q: 3 clusters Score -1300334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1300337.250000 Penalty: 4798.247070
	Iteration 24Q: 3 clusters Score -1300337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1300342.625000 Penalty: 4798.247070
	Iteration 25Q: 3 clusters Score -1300343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1300344.750000 Penalty: 4798.247070
	Iteration 26Q: 3 clusters Score -1300345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1300348.750000 Penalty: 4798.247070
	Iteration 27Q: 3 clusters Score -1300349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1300350.875000 Penalty: 4798.247070
	Iteration 28Q: 3 clusters Score -1300351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1300351.875000 Penalty: 4798.247070
	Iteration 29Q: 3 clusters Score -1300352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1300351.875000 Penalty: 4798.247070
	Iteration 30F: 3 clusters Score -1300352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -246977.156250 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -246977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -243559.609375 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -243559.6 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -244299.656250 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -244299.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -244497.562500 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -244497.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -244684.453125 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -244684.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -244886.484375 Penalty: 4012.687500
	Iteration 4F: 3 clusters Score -244886.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245140.484375 Penalty: 4012.687500
	Iteration 5Q: 3 clusters Score -245140.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -245354.921875 Penalty: 4012.687500
	Iteration 6Q: 3 clusters Score -245354.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -245513.609375 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -245513.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -245619.546875 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -245619.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -245706.437500 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -245706.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -245775.250000 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -245775.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -245827.234375 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -245827.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -245867.171875 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -245867.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -245910.843750 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -245910.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -245957.796875 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -245957.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -246003.546875 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -246003.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -246057.437500 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -246057.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -246116.312500 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -246116.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -246198.093750 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -246198.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -246321.484375 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -246321.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -246454.546875 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -246454.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -246634.843750 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -246634.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -246800.890625 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -246800.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -246841.453125 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -246841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -246852.796875 Penalty: 4012.687500
	Iteration 24Q: 3 clusters Score -246852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -246855.187500 Penalty: 4012.687500
	Iteration 25Q: 3 clusters Score -246855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -246855.968750 Penalty: 4012.687500
	Iteration 26Q: 3 clusters Score -246856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -246855.968750 Penalty: 4012.687500
	Iteration 27F: 3 clusters Score -246856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -269010.968750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -269011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -265437.593750 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -265437.6 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -266174.500000 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -266174.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -266370.593750 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -266370.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -266493.875000 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -266493.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -266603.125000 Penalty: 4042.202637
	Iteration 4Q: 3 clusters Score -266603.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -266696.562500 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -266696.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -266766.906250 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -266766.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -266827.187500 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -266827.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -266894.906250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -266894.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -266972.125000 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -266972.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -267074.468750 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -267074.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267193.406250 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -267193.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -267322.875000 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -267322.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -267449.593750 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -267449.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -267573.812500 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -267573.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -267665.093750 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -267665.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -267734.062500 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -267734.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -267779.625000 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -267779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -267806.687500 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -267806.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -267826.906250 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -267826.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -267839.781250 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -267839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -267846.000000 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -267846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -267849.187500 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -267849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -267851.781250 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -267851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -267855.625000 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -267855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -267857.781250 Penalty: 4042.202637
	Iteration 25Q: 3 clusters Score -267857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -267860.687500 Penalty: 4042.202637
	Iteration 26Q: 3 clusters Score -267860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -267861.125000 Penalty: 4042.202637
	Iteration 27Q: 3 clusters Score -267861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -267861.125000 Penalty: 4042.202637
	Iteration 28F: 3 clusters Score -267861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Entering Unmasked Estep 
Score: -2914441.000000 Penalty: 2609.240234
	Iteration 0F: 2 clusters Score -2914441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2889172.250000 Penalty: 5218.480469
	Iteration 0F: 3 clusters Score -2889172 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2898417.500000 Penalty: 5218.480469
	Iteration 1F: 3 clusters Score -2898418 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2898977.000000 Penalty: 5218.480469
	Iteration 2Q: 3 clusters Score -2898977 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2899577.750000 Penalty: 5218.480469
	Iteration 3Q: 3 clusters Score -2899578 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2900365.500000 Penalty: 5218.480469
	Iteration 4Q: 3 clusters Score -2900366 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2901632.000000 Penalty: 5218.480469
	Iteration 5F: 3 clusters Score -2901632 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2903627.250000 Penalty: 5218.480469
	Iteration 6F: 3 clusters Score -2903627 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2906316.000000 Penalty: 5218.480469
	Iteration 7F: 3 clusters Score -2906316 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2908980.250000 Penalty: 5218.480469
	Iteration 8F: 3 clusters Score -2908980 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2910811.250000 Penalty: 5218.480469
	Iteration 9Q: 3 clusters Score -2910811 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2911621.250000 Penalty: 5218.480469
	Iteration 10Q: 3 clusters Score -2911621 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2911896.000000 Penalty: 5218.480469
	Iteration 11Q: 3 clusters Score -2911896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2912005.250000 Penalty: 5218.480469
	Iteration 12Q: 3 clusters Score -2912005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2912050.250000 Penalty: 5218.480469
	Iteration 13Q: 3 clusters Score -2912050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2912076.500000 Penalty: 5218.480469
	Iteration 14Q: 3 clusters Score -2912076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2912096.500000 Penalty: 5218.480469
	Iteration 15Q: 3 clusters Score -2912096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2912106.250000 Penalty: 5218.480469
	Iteration 16Q: 3 clusters Score -2912106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2912112.250000 Penalty: 5218.480469
	Iteration 17Q: 3 clusters Score -2912112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2912122.000000 Penalty: 5218.480469
	Iteration 18Q: 3 clusters Score -2912122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2912125.500000 Penalty: 5218.480469
	Iteration 19Q: 3 clusters Score -2912126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2912126.500000 Penalty: 5218.480469
	Iteration 20F: 3 clusters Score -2912126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2912125.750000 Penalty: 5218.480469
	Iteration 21Q: 3 clusters Score -2912126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2912131.500000 Penalty: 5218.480469
	Iteration 22Q: 3 clusters Score -2912132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2912131.500000 Penalty: 5218.480469
	Iteration 23F: 3 clusters Score -2912132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -671004.125000 Penalty: 2246.817871
	Iteration 0F: 2 clusters Score -671004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -664224.687500 Penalty: 4493.635742
	Iteration 0F: 3 clusters Score -664224.7 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -666092.187500 Penalty: 4493.635742
	Iteration 1F: 3 clusters Score -666092.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -666403.375000 Penalty: 4493.635742
	Iteration 2F: 3 clusters Score -666403.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -666646.750000 Penalty: 4493.635742
	Iteration 3F: 3 clusters Score -666646.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -666818.500000 Penalty: 4493.635742
	Iteration 4Q: 3 clusters Score -666818.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -666952.875000 Penalty: 4493.635742
	Iteration 5Q: 3 clusters Score -666952.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -667080.562500 Penalty: 4493.635742
	Iteration 6Q: 3 clusters Score -667080.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -667231.937500 Penalty: 4493.635742
	Iteration 7Q: 3 clusters Score -667231.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -667382.812500 Penalty: 4493.635742
	Iteration 8Q: 3 clusters Score -667382.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -667565.125000 Penalty: 4493.635742
	Iteration 9Q: 3 clusters Score -667565.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -667765.562500 Penalty: 4493.635742
	Iteration 10Q: 3 clusters Score -667765.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -667969.750000 Penalty: 4493.635742
	Iteration 11Q: 3 clusters Score -667969.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -668146.062500 Penalty: 4493.635742
	Iteration 12Q: 3 clusters Score -668146.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -668315.312500 Penalty: 4493.635742
	Iteration 13Q: 3 clusters Score -668315.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -668472.500000 Penalty: 4493.635742
	Iteration 14Q: 3 clusters Score -668472.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -668639.062500 Penalty: 4493.635742
	Iteration 15Q: 3 clusters Score -668639.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -668765.750000 Penalty: 4493.635742
	Iteration 16Q: 3 clusters Score -668765.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -668863.875000 Penalty: 4493.635742
	Iteration 17Q: 3 clusters Score -668863.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -668964.187500 Penalty: 4493.635742
	Iteration 18Q: 3 clusters Score -668964.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -669027.312500 Penalty: 4493.635742
	Iteration 19Q: 3 clusters Score -669027.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -669058.625000 Penalty: 4493.635742
	Iteration 20F: 3 clusters Score -669058.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -669085.750000 Penalty: 4493.635742
	Iteration 21Q: 3 clusters Score -669085.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -669107.437500 Penalty: 4493.635742
	Iteration 22Q: 3 clusters Score -669107.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -669123.937500 Penalty: 4493.635742
	Iteration 23Q: 3 clusters Score -669123.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -669133.937500 Penalty: 4493.635742
	Iteration 24Q: 3 clusters Score -669133.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -669141.937500 Penalty: 4493.635742
	Iteration 25Q: 3 clusters Score -669141.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -669146.312500 Penalty: 4493.635742
	Iteration 26Q: 3 clusters Score -669146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -669151.000000 Penalty: 4493.635742
	Iteration 27Q: 3 clusters Score -669151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -669155.000000 Penalty: 4493.635742
	Iteration 28Q: 3 clusters Score -669155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -669159.687500 Penalty: 4493.635742
	Iteration 29Q: 3 clusters Score -669159.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -669165.750000 Penalty: 4493.635742
	Iteration 30Q: 3 clusters Score -669165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -669173.125000 Penalty: 4493.635742
	Iteration 31Q: 3 clusters Score -669173.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -669181.875000 Penalty: 4493.635742
	Iteration 32Q: 3 clusters Score -669181.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -669188.500000 Penalty: 4493.635742
	Iteration 33Q: 3 clusters Score -669188.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -669196.562500 Penalty: 4493.635742
	Iteration 34Q: 3 clusters Score -669196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -669201.000000 Penalty: 4493.635742
	Iteration 35Q: 3 clusters Score -669201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -669210.000000 Penalty: 4493.635742
	Iteration 36Q: 3 clusters Score -669210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -669215.875000 Penalty: 4493.635742
	Iteration 37Q: 3 clusters Score -669215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -669218.875000 Penalty: 4493.635742
	Iteration 38Q: 3 clusters Score -669218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -669222.875000 Penalty: 4493.635742
	Iteration 39Q: 3 clusters Score -669222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -669228.000000 Penalty: 4493.635742
	Iteration 40F: 3 clusters Score -669228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -669229.000000 Penalty: 4493.635742
	Iteration 41Q: 3 clusters Score -669229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -669231.562500 Penalty: 4493.635742
	Iteration 42Q: 3 clusters Score -669231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -669234.000000 Penalty: 4493.635742
	Iteration 43Q: 3 clusters Score -669234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -669237.375000 Penalty: 4493.635742
	Iteration 44Q: 3 clusters Score -669237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -669238.750000 Penalty: 4493.635742
	Iteration 45Q: 3 clusters Score -669238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -669239.062500 Penalty: 4493.635742
	Iteration 46Q: 3 clusters Score -669239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -669240.000000 Penalty: 4493.635742
	Iteration 47Q: 3 clusters Score -669240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -669241.875000 Penalty: 4493.635742
	Iteration 48Q: 3 clusters Score -669241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -669240.875000 Penalty: 4493.635742
	Iteration 49Q: 3 clusters Score -669240.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -669240.875000 Penalty: 4493.635742
	Iteration 50F: 3 clusters Score -669240.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Entering Unmasked Estep 
Score: -1644597.625000 Penalty: 2467.443359
	Iteration 0F: 2 clusters Score -1644598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1630000.625000 Penalty: 4934.886719
	Iteration 0F: 3 clusters Score -1630001 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1634933.500000 Penalty: 4934.886719
	Iteration 1F: 3 clusters Score -1634934 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1635605.625000 Penalty: 4934.886719
	Iteration 2F: 3 clusters Score -1635606 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1636446.125000 Penalty: 4934.886719
	Iteration 3F: 3 clusters Score -1636446 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1637637.375000 Penalty: 4934.886719
	Iteration 4F: 3 clusters Score -1637637 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1639134.625000 Penalty: 4934.886719
	Iteration 5F: 3 clusters Score -1639135 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1640480.750000 Penalty: 4934.886719
	Iteration 6F: 3 clusters Score -1640481 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1641492.125000 Penalty: 4934.886719
	Iteration 7F: 3 clusters Score -1641492 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1642141.875000 Penalty: 4934.886719
	Iteration 8Q: 3 clusters Score -1642142 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1642543.000000 Penalty: 4934.886719
	Iteration 9Q: 3 clusters Score -1642543 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1642813.625000 Penalty: 4934.886719
	Iteration 10Q: 3 clusters Score -1642814 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1642998.875000 Penalty: 4934.886719
	Iteration 11Q: 3 clusters Score -1642999 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1643152.500000 Penalty: 4934.886719
	Iteration 12Q: 3 clusters Score -1643152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1643251.250000 Penalty: 4934.886719
	Iteration 13Q: 3 clusters Score -1643251 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1643303.500000 Penalty: 4934.886719
	Iteration 14Q: 3 clusters Score -1643304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1643349.250000 Penalty: 4934.886719
	Iteration 15Q: 3 clusters Score -1643349 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1643368.875000 Penalty: 4934.886719
	Iteration 16Q: 3 clusters Score -1643369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1643390.250000 Penalty: 4934.886719
	Iteration 17Q: 3 clusters Score -1643390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1643402.125000 Penalty: 4934.886719
	Iteration 18Q: 3 clusters Score -1643402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1643427.375000 Penalty: 4934.886719
	Iteration 19Q: 3 clusters Score -1643427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1643439.000000 Penalty: 4934.886719
	Iteration 20F: 3 clusters Score -1643439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1643452.000000 Penalty: 4934.886719
	Iteration 21Q: 3 clusters Score -1643452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1643462.625000 Penalty: 4934.886719
	Iteration 22Q: 3 clusters Score -1643463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1643471.250000 Penalty: 4934.886719
	Iteration 23Q: 3 clusters Score -1643471 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1643477.875000 Penalty: 4934.886719
	Iteration 24Q: 3 clusters Score -1643478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1643480.000000 Penalty: 4934.886719
	Iteration 25Q: 3 clusters Score -1643480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1643485.500000 Penalty: 4934.886719
	Iteration 26Q: 3 clusters Score -1643486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1643490.375000 Penalty: 4934.886719
	Iteration 27Q: 3 clusters Score -1643490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1643495.500000 Penalty: 4934.886719
	Iteration 28Q: 3 clusters Score -1643496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1643496.250000 Penalty: 4934.886719
	Iteration 29Q: 3 clusters Score -1643496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1643499.500000 Penalty: 4934.886719
	Iteration 30Q: 3 clusters Score -1643500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1643505.750000 Penalty: 4934.886719
	Iteration 31Q: 3 clusters Score -1643506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1643511.375000 Penalty: 4934.886719
	Iteration 32Q: 3 clusters Score -1643511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1643509.875000 Penalty: 4934.886719
	Iteration 33Q: 3 clusters Score -1643510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1643512.000000 Penalty: 4934.886719
	Iteration 34Q: 3 clusters Score -1643512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1643516.500000 Penalty: 4934.886719
	Iteration 35Q: 3 clusters Score -1643516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1643516.625000 Penalty: 4934.886719
	Iteration 36Q: 3 clusters Score -1643517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1643518.875000 Penalty: 4934.886719
	Iteration 37Q: 3 clusters Score -1643519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1643526.125000 Penalty: 4934.886719
	Iteration 38Q: 3 clusters Score -1643526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1643528.750000 Penalty: 4934.886719
	Iteration 39Q: 3 clusters Score -1643529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1643531.625000 Penalty: 4934.886719
	Iteration 40F: 3 clusters Score -1643532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1643534.625000 Penalty: 4934.886719
	Iteration 41Q: 3 clusters Score -1643535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1643537.000000 Penalty: 4934.886719
	Iteration 42Q: 3 clusters Score -1643537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1643546.125000 Penalty: 4934.886719
	Iteration 43Q: 3 clusters Score -1643546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1643549.625000 Penalty: 4934.886719
	Iteration 44Q: 3 clusters Score -1643550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1643554.250000 Penalty: 4934.886719
	Iteration 45Q: 3 clusters Score -1643554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1643553.000000 Penalty: 4934.886719
	Iteration 46Q: 3 clusters Score -1643553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1643554.875000 Penalty: 4934.886719
	Iteration 47Q: 3 clusters Score -1643555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1643559.625000 Penalty: 4934.886719
	Iteration 48Q: 3 clusters Score -1643560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1643557.250000 Penalty: 4934.886719
	Iteration 49Q: 3 clusters Score -1643557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1643559.750000 Penalty: 4934.886719
	Iteration 50Q: 3 clusters Score -1643560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1643559.000000 Penalty: 4934.886719
	Iteration 51Q: 3 clusters Score -1643559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1643561.125000 Penalty: 4934.886719
	Iteration 52Q: 3 clusters Score -1643561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1643558.750000 Penalty: 4934.886719
	Iteration 53Q: 3 clusters Score -1643559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1643563.250000 Penalty: 4934.886719
	Iteration 54Q: 3 clusters Score -1643563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1643564.125000 Penalty: 4934.886719
	Iteration 55Q: 3 clusters Score -1643564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1643563.375000 Penalty: 4934.886719
	Iteration 56Q: 3 clusters Score -1643563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1643564.750000 Penalty: 4934.886719
	Iteration 57Q: 3 clusters Score -1643565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1643564.750000 Penalty: 4934.886719
	Iteration 58F: 3 clusters Score -1643565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -378599.156250 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -378599.2 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 2446 members 
Entering Unmasked Estep 
Score: -374150.062500 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -374150.1 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -375175.531250 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -375175.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -375382.000000 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -375382 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -375509.906250 Penalty: 4214.405762
	Iteration 3Q: 3 clusters Score -375509.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -375603.500000 Penalty: 4214.405762
	Iteration 4Q: 3 clusters Score -375603.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -375665.937500 Penalty: 4214.405762
	Iteration 5Q: 3 clusters Score -375665.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -375725.687500 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -375725.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -375790.968750 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -375791 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -375868.906250 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -375868.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -375942.781250 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -375942.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -376015.531250 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -376015.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -376103.218750 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -376103.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -376197.875000 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -376197.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -376325.593750 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -376325.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -376490.656250 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -376490.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -376638.250000 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -376638.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -376755.750000 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -376755.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -376848.187500 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -376848.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -376932.062500 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -376932.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -376996.875000 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -376996.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -377045.125000 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -377045.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -377071.937500 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -377071.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -377088.625000 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -377088.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -377099.031250 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -377099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -377105.531250 Penalty: 4214.405762
	Iteration 24Q: 3 clusters Score -377105.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -377111.437500 Penalty: 4214.405762
	Iteration 25Q: 3 clusters Score -377111.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -377117.187500 Penalty: 4214.405762
	Iteration 26Q: 3 clusters Score -377117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -377121.500000 Penalty: 4214.405762
	Iteration 27Q: 3 clusters Score -377121.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -377126.718750 Penalty: 4214.405762
	Iteration 28Q: 3 clusters Score -377126.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -377134.187500 Penalty: 4214.405762
	Iteration 29Q: 3 clusters Score -377134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -377139.687500 Penalty: 4214.405762
	Iteration 30Q: 3 clusters Score -377139.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -377144.406250 Penalty: 4214.405762
	Iteration 31Q: 3 clusters Score -377144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -377146.750000 Penalty: 4214.405762
	Iteration 32Q: 3 clusters Score -377146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -377149.687500 Penalty: 4214.405762
	Iteration 33Q: 3 clusters Score -377149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -377153.843750 Penalty: 4214.405762
	Iteration 34Q: 3 clusters Score -377153.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -377155.281250 Penalty: 4214.405762
	Iteration 35Q: 3 clusters Score -377155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -377157.406250 Penalty: 4214.405762
	Iteration 36Q: 3 clusters Score -377157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -377159.562500 Penalty: 4214.405762
	Iteration 37Q: 3 clusters Score -377159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -377161.906250 Penalty: 4214.405762
	Iteration 38Q: 3 clusters Score -377161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -377163.656250 Penalty: 4214.405762
	Iteration 39Q: 3 clusters Score -377163.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -377164.062500 Penalty: 4214.405762
	Iteration 40F: 3 clusters Score -377164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -377164.500000 Penalty: 4214.405762
	Iteration 41Q: 3 clusters Score -377164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -377165.375000 Penalty: 4214.405762
	Iteration 42Q: 3 clusters Score -377165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -377166.062500 Penalty: 4214.405762
	Iteration 43Q: 3 clusters Score -377166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -377166.656250 Penalty: 4214.405762
	Iteration 44Q: 3 clusters Score -377166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -377168.375000 Penalty: 4214.405762
	Iteration 45Q: 3 clusters Score -377168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -377169.031250 Penalty: 4214.405762
	Iteration 46Q: 3 clusters Score -377169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -377169.312500 Penalty: 4214.405762
	Iteration 47Q: 3 clusters Score -377169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -377170.406250 Penalty: 4214.405762
	Iteration 48Q: 3 clusters Score -377170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -377170.406250 Penalty: 4214.405762
	Iteration 49Q: 3 clusters Score -377170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -377170.406250 Penalty: 4214.405762
	Iteration 50F: 3 clusters Score -377170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (35518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Entering Unmasked Estep 
Score: -2942043.000000 Penalty: 2598.493164
	Iteration 0F: 2 clusters Score -2942043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2917888.500000 Penalty: 5196.986328
	Iteration 0F: 3 clusters Score -2917888 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2926678.000000 Penalty: 5196.986328
	Iteration 1F: 3 clusters Score -2926678 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2927067.250000 Penalty: 5196.986328
	Iteration 2Q: 3 clusters Score -2927067 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2927426.250000 Penalty: 5196.986328
	Iteration 3Q: 3 clusters Score -2927426 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2927776.500000 Penalty: 5196.986328
	Iteration 4Q: 3 clusters Score -2927776 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2928084.750000 Penalty: 5196.986328
	Iteration 5Q: 3 clusters Score -2928085 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2928377.000000 Penalty: 5196.986328
	Iteration 6Q: 3 clusters Score -2928377 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2928706.750000 Penalty: 5196.986328
	Iteration 7Q: 3 clusters Score -2928707 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2929099.750000 Penalty: 5196.986328
	Iteration 8Q: 3 clusters Score -2929100 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2929613.750000 Penalty: 5196.986328
	Iteration 9Q: 3 clusters Score -2929614 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2930273.250000 Penalty: 5196.986328
	Iteration 10Q: 3 clusters Score -2930273 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2931131.500000 Penalty: 5196.986328
	Iteration 11Q: 3 clusters Score -2931132 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2932151.250000 Penalty: 5196.986328
	Iteration 12Q: 3 clusters Score -2932151 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2933335.750000 Penalty: 5196.986328
	Iteration 13F: 3 clusters Score -2933336 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -2934516.000000 Penalty: 5196.986328
	Iteration 14Q: 3 clusters Score -2934516 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2935626.750000 Penalty: 5196.986328
	Iteration 15Q: 3 clusters Score -2935627 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2936447.250000 Penalty: 5196.986328
	Iteration 16Q: 3 clusters Score -2936447 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -2937008.500000 Penalty: 5196.986328
	Iteration 17Q: 3 clusters Score -2937008 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2937455.000000 Penalty: 5196.986328
	Iteration 18Q: 3 clusters Score -2937455 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -2937826.250000 Penalty: 5196.986328
	Iteration 19Q: 3 clusters Score -2937826 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -2938135.000000 Penalty: 5196.986328
	Iteration 20F: 3 clusters Score -2938135 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2938383.250000 Penalty: 5196.986328
	Iteration 21Q: 3 clusters Score -2938383 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -2938622.500000 Penalty: 5196.986328
	Iteration 22Q: 3 clusters Score -2938622 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -2938825.000000 Penalty: 5196.986328
	Iteration 23Q: 3 clusters Score -2938825 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -2939003.750000 Penalty: 5196.986328
	Iteration 24Q: 3 clusters Score -2939004 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -2939169.250000 Penalty: 5196.986328
	Iteration 25Q: 3 clusters Score -2939169 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -2939317.750000 Penalty: 5196.986328
	Iteration 26Q: 3 clusters Score -2939318 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -2939443.250000 Penalty: 5196.986328
	Iteration 27Q: 3 clusters Score -2939443 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -2939546.000000 Penalty: 5196.986328
	Iteration 28Q: 3 clusters Score -2939546 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -2939628.500000 Penalty: 5196.986328
	Iteration 29Q: 3 clusters Score -2939628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -2939715.500000 Penalty: 5196.986328
	Iteration 30Q: 3 clusters Score -2939716 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -2939789.750000 Penalty: 5196.986328
	Iteration 31Q: 3 clusters Score -2939790 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -2939859.750000 Penalty: 5196.986328
	Iteration 32Q: 3 clusters Score -2939860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -2939906.250000 Penalty: 5196.986328
	Iteration 33Q: 3 clusters Score -2939906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -2939941.750000 Penalty: 5196.986328
	Iteration 34Q: 3 clusters Score -2939942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -2939965.500000 Penalty: 5196.986328
	Iteration 35Q: 3 clusters Score -2939966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -2939973.500000 Penalty: 5196.986328
	Iteration 36Q: 3 clusters Score -2939974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -2939990.500000 Penalty: 5196.986328
	Iteration 37Q: 3 clusters Score -2939990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -2939993.250000 Penalty: 5196.986328
	Iteration 38Q: 3 clusters Score -2939993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -2940006.250000 Penalty: 5196.986328
	Iteration 39Q: 3 clusters Score -2940006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -2940009.250000 Penalty: 5196.986328
	Iteration 40F: 3 clusters Score -2940009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -2940016.000000 Penalty: 5196.986328
	Iteration 41Q: 3 clusters Score -2940016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -2940018.750000 Penalty: 5196.986328
	Iteration 42Q: 3 clusters Score -2940019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -2940021.000000 Penalty: 5196.986328
	Iteration 43Q: 3 clusters Score -2940021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -2940021.750000 Penalty: 5196.986328
	Iteration 44Q: 3 clusters Score -2940022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -2940022.000000 Penalty: 5196.986328
	Iteration 45Q: 3 clusters Score -2940022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -2940026.250000 Penalty: 5196.986328
	Iteration 46Q: 3 clusters Score -2940026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -2940027.500000 Penalty: 5196.986328
	Iteration 47Q: 3 clusters Score -2940028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -2940027.250000 Penalty: 5196.986328
	Iteration 48Q: 3 clusters Score -2940027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -2940029.750000 Penalty: 5196.986328
	Iteration 49Q: 3 clusters Score -2940030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -2940036.750000 Penalty: 5196.986328
	Iteration 50Q: 3 clusters Score -2940037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -2940038.000000 Penalty: 5196.986328
	Iteration 51Q: 3 clusters Score -2940038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -2940038.500000 Penalty: 5196.986328
	Iteration 52Q: 3 clusters Score -2940038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -2940037.750000 Penalty: 5196.986328
	Iteration 53Q: 3 clusters Score -2940038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -2940041.750000 Penalty: 5196.986328
	Iteration 54Q: 3 clusters Score -2940042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -2940040.000000 Penalty: 5196.986328
	Iteration 55Q: 3 clusters Score -2940040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -2940039.000000 Penalty: 5196.986328
	Iteration 56Q: 3 clusters Score -2940039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -2940041.500000 Penalty: 5196.986328
	Iteration 57Q: 3 clusters Score -2940042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -2940047.000000 Penalty: 5196.986328
	Iteration 58Q: 3 clusters Score -2940047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -2940052.250000 Penalty: 5196.986328
	Iteration 59Q: 3 clusters Score -2940052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -2940054.500000 Penalty: 5196.986328
	Iteration 60F: 3 clusters Score -2940054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -2940051.000000 Penalty: 5196.986328
	Iteration 61Q: 3 clusters Score -2940051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -2940050.500000 Penalty: 5196.986328
	Iteration 62Q: 3 clusters Score -2940050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -2940050.250000 Penalty: 5196.986328
	Iteration 63Q: 3 clusters Score -2940050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -2940050.250000 Penalty: 5196.986328
	Iteration 64Q: 3 clusters Score -2940050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -2940060.250000 Penalty: 5196.986328
	Iteration 65Q: 3 clusters Score -2940060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -2940061.000000 Penalty: 5196.986328
	Iteration 66Q: 3 clusters Score -2940061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -2940059.750000 Penalty: 5196.986328
	Iteration 67Q: 3 clusters Score -2940060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -2940059.500000 Penalty: 5196.986328
	Iteration 68Q: 3 clusters Score -2940060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -2940060.500000 Penalty: 5196.986328
	Iteration 69Q: 3 clusters Score -2940060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -2940064.000000 Penalty: 5196.986328
	Iteration 70Q: 3 clusters Score -2940064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -2940063.500000 Penalty: 5196.986328
	Iteration 71Q: 3 clusters Score -2940064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -2940063.750000 Penalty: 5196.986328
	Iteration 72Q: 3 clusters Score -2940064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -2940064.750000 Penalty: 5196.986328
	Iteration 73Q: 3 clusters Score -2940065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -2940064.750000 Penalty: 5196.986328
	Iteration 74F: 3 clusters Score -2940065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -2349392.750000 Penalty: 2542.047852
	Iteration 0F: 2 clusters Score -2349393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2329999.000000 Penalty: 5084.095703
	Iteration 0F: 3 clusters Score -2329999 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2336844.250000 Penalty: 5084.095703
	Iteration 1F: 3 clusters Score -2336844 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2337244 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2337599 nChanged 1061
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2337952.500000 Penalty: 5084.095703
	Iteration 4Q: 3 clusters Score -2337952 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2338308.500000 Penalty: 5084.095703
	Iteration 5Q: 3 clusters Score -2338308 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2338699.250000 Penalty: 5084.095703
	Iteration 6Q: 3 clusters Score -2338699 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2339213.000000 Penalty: 5084.095703
	Iteration 7Q: 3 clusters Score -2339213 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2339863.500000 Penalty: 5084.095703
	Iteration 8Q: 3 clusters Score -2339864 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2340773.250000 Penalty: 5084.095703
	Iteration 9Q: 3 clusters Score -2340773 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2341930.000000 Penalty: 5084.095703
	Iteration 10F: 3 clusters Score -2341930 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2343093.750000 Penalty: 5084.095703
	Iteration 11F: 3 clusters Score -2343094 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2344082 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2344712.500000 Penalty: 5084.095703
	Iteration 13Q: 3 clusters Score -2344712 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2345014.500000 Penalty: 5084.095703
	Iteration 14Q: 3 clusters Score -2345014 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2345208.500000 Penalty: 5084.095703
	Iteration 15Q: 3 clusters Score -2345208 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2345334.250000 Penalty: 5084.095703
	Iteration 16Q: 3 clusters Score -2345334 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2345434.750000 Penalty: 5084.095703
	Iteration 17Q: 3 clusters Score -2345435 nChanged 271
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2345526.000000 Penalty: 5084.095703
	Iteration 18Q: 3 clusters Score -2345526 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2345598.500000 Penalty: 5084.095703
	Iteration 19Q: 3 clusters Score -2345598 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2345678.750000 Penalty: 5084.095703
	Iteration 20F: 3 clusters Score -2345679 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2345735.250000 Penalty: 5084.095703
	Iteration 21Q: 3 clusters Score -2345735 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2345800.250000 Penalty: 5084.095703
	Iteration 22Q: 3 clusters Score -2345800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2345859 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2345929.250000 Penalty: 5084.095703
	Iteration 24Q: 3 clusters Score -2345929 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2345987 nChanged 165
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Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2346036.750000 Penalty: 5084.095703
	Iteration 26Q: 3 clusters Score -2346037 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2346096 nChanged 142
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Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2346133.750000 Penalty: 5084.095703
	Iteration 28Q: 3 clusters Score -2346134 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2346184.000000 Penalty: 5084.095703
	Iteration 29Q: 3 clusters Score -2346184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2346234.250000 Penalty: 5084.095703
	Iteration 30Q: 3 clusters Score -2346234 nChanged 136
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Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2346268.250000 Penalty: 5084.095703
	Iteration 31Q: 3 clusters Score -2346268 nChanged 125
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Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2346302.500000 Penalty: 5084.095703
	Iteration 32Q: 3 clusters Score -2346302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2346327.750000 Penalty: 5084.095703
	Iteration 33Q: 3 clusters Score -2346328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2346354.250000 Penalty: 5084.095703
	Iteration 34Q: 3 clusters Score -2346354 nChanged 101
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Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2346383.000000 Penalty: 5084.095703
	Iteration 35Q: 3 clusters Score -2346383 nChanged 98
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Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2346400 nChanged 100
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Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2346432.000000 Penalty: 5084.095703
	Iteration 37Q: 3 clusters Score -2346432 nChanged 86
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Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2346449.500000 Penalty: 5084.095703
	Iteration 38Q: 3 clusters Score -2346450 nChanged 99
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Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2346481.250000 Penalty: 5084.095703
	Iteration 39Q: 3 clusters Score -2346481 nChanged 105
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Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2346515.500000 Penalty: 5084.095703
	Iteration 40F: 3 clusters Score -2346516 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2346542.000000 Penalty: 5084.095703
	Iteration 41Q: 3 clusters Score -2346542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2346577 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2346614.000000 Penalty: 5084.095703
	Iteration 43Q: 3 clusters Score -2346614 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2346661 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2346700 nChanged 103
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Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2346742 nChanged 87
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Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2346768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2346799 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2346823.750000 Penalty: 5084.095703
	Iteration 49Q: 3 clusters Score -2346824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2346844.750000 Penalty: 5084.095703
	Iteration 50Q: 3 clusters Score -2346845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2346855.500000 Penalty: 5084.095703
	Iteration 51Q: 3 clusters Score -2346856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2346869.750000 Penalty: 5084.095703
	Iteration 52Q: 3 clusters Score -2346870 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26774 members 
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Entering Unmasked Estep 
Score: -2346881.250000 Penalty: 5084.095703
	Iteration 53Q: 3 clusters Score -2346881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2346892.750000 Penalty: 5084.095703
	Iteration 54Q: 3 clusters Score -2346893 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2346910.250000 Penalty: 5084.095703
	Iteration 55Q: 3 clusters Score -2346910 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26894 members 
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Entering Unmasked Estep 
Score: -2346925.250000 Penalty: 5084.095703
	Iteration 56Q: 3 clusters Score -2346925 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26933 members 
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Entering Unmasked Estep 
Score: -2346941.000000 Penalty: 5084.095703
	Iteration 57Q: 3 clusters Score -2346941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2346956.250000 Penalty: 5084.095703
	Iteration 58Q: 3 clusters Score -2346956 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2346970 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2346985.500000 Penalty: 5084.095703
	Iteration 60F: 3 clusters Score -2346986 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2347006.250000 Penalty: 5084.095703
	Iteration 61Q: 3 clusters Score -2347006 nChanged 36
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Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2347019.500000 Penalty: 5084.095703
	Iteration 62Q: 3 clusters Score -2347020 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2347030.750000 Penalty: 5084.095703
	Iteration 63Q: 3 clusters Score -2347031 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2347033.000000 Penalty: 5084.095703
	Iteration 64Q: 3 clusters Score -2347033 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27181 members 
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Entering Unmasked Estep 
Score: -2347052.000000 Penalty: 5084.095703
	Iteration 65Q: 3 clusters Score -2347052 nChanged 28
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Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2347065 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27226 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2347068 nChanged 19
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Mstep: Class 1 contains 27243 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2347073 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2347088 nChanged 14
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Mstep: Class 1 contains 27279 members 
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	Iteration 70Q: 3 clusters Score -2347096 nChanged 7
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Mstep: Class 1 contains 27286 members 
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	Iteration 71Q: 3 clusters Score -2347098 nChanged 9
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Mstep: Class 1 contains 27295 members 
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Entering Unmasked Estep 
Score: -2347105.750000 Penalty: 5084.095703
	Iteration 72Q: 3 clusters Score -2347106 nChanged 5
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Mstep: Class 1 contains 27300 members 
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	Iteration 73Q: 3 clusters Score -2347106 nChanged 6
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Mstep: Class 1 contains 27306 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2347107 nChanged 2
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Mstep: Class 1 contains 27308 members 
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	Iteration 75Q: 3 clusters Score -2347110 nChanged 4
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	Iteration 76Q: 3 clusters Score -2347111 nChanged 5
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	Iteration 77Q: 3 clusters Score -2347109 nChanged 3
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Score: -2347114.500000 Penalty: 5084.095703
	Iteration 78Q: 3 clusters Score -2347114 nChanged 1
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2347114 nChanged 5
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	Iteration 80F: 3 clusters Score -2347113 nChanged 7
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	Iteration 81Q: 3 clusters Score -2347124 nChanged 10
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	Iteration 82Q: 3 clusters Score -2347127 nChanged 9
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	Iteration 83Q: 3 clusters Score -2347132 nChanged 12
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	Iteration 84Q: 3 clusters Score -2347132 nChanged 12
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2347142 nChanged 13
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	Iteration 86Q: 3 clusters Score -2347146 nChanged 6
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	Iteration 87Q: 3 clusters Score -2347146 nChanged 7
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	Iteration 88Q: 3 clusters Score -2347147 nChanged 8
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2347148 nChanged 8
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Entering Unmasked Estep 
Score: -2347154.250000 Penalty: 5084.095703
	Iteration 90Q: 3 clusters Score -2347154 nChanged 3
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	Iteration 91Q: 3 clusters Score -2347153 nChanged 2
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2347152 nChanged 2
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2347154 nChanged 2
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2347155 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2347154.750000 Penalty: 5084.095703
	Iteration 95Q: 3 clusters Score -2347155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2347154.500000 Penalty: 5084.095703
	Iteration 96Q: 3 clusters Score -2347154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2347156.000000 Penalty: 5084.095703
	Iteration 97Q: 3 clusters Score -2347156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2347158.000000 Penalty: 5084.095703
	Iteration 98Q: 3 clusters Score -2347158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2347160.250000 Penalty: 5084.095703
	Iteration 99Q: 3 clusters Score -2347160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2347160.500000 Penalty: 5084.095703
	Iteration 100F: 3 clusters Score -2347160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2347159.000000 Penalty: 5084.095703
	Iteration 101Q: 3 clusters Score -2347159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2347159.250000 Penalty: 5084.095703
	Iteration 102Q: 3 clusters Score -2347159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2347164.750000 Penalty: 5084.095703
	Iteration 103Q: 3 clusters Score -2347165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2347164.750000 Penalty: 5084.095703
	Iteration 104Q: 3 clusters Score -2347165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2347164.250000 Penalty: 5084.095703
	Iteration 105Q: 3 clusters Score -2347164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2347164.250000 Penalty: 5084.095703
	Iteration 106F: 3 clusters Score -2347164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Entering Unmasked Estep 
Score: -1694603.250000 Penalty: 2470.457031
	Iteration 0F: 2 clusters Score -1694603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1679902.625000 Penalty: 4940.914062
	Iteration 0F: 3 clusters Score -1679903 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1684729.375000 Penalty: 4940.914062
	Iteration 1F: 3 clusters Score -1684729 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1685154.125000 Penalty: 4940.914062
	Iteration 2F: 3 clusters Score -1685154 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1685556.125000 Penalty: 4940.914062
	Iteration 3Q: 3 clusters Score -1685556 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1686006.625000 Penalty: 4940.914062
	Iteration 4Q: 3 clusters Score -1686007 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1686584.125000 Penalty: 4940.914062
	Iteration 5F: 3 clusters Score -1686584 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1687465.000000 Penalty: 4940.914062
	Iteration 6F: 3 clusters Score -1687465 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1688679.500000 Penalty: 4940.914062
	Iteration 7F: 3 clusters Score -1688680 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -1689921.375000 Penalty: 4940.914062
	Iteration 8F: 3 clusters Score -1689921 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1690899.625000 Penalty: 4940.914062
	Iteration 9F: 3 clusters Score -1690900 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -1691522.750000 Penalty: 4940.914062
	Iteration 10Q: 3 clusters Score -1691523 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -1691921.000000 Penalty: 4940.914062
	Iteration 11Q: 3 clusters Score -1691921 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1692152.875000 Penalty: 4940.914062
	Iteration 12Q: 3 clusters Score -1692153 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1692289.000000 Penalty: 4940.914062
	Iteration 13Q: 3 clusters Score -1692289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1692361.875000 Penalty: 4940.914062
	Iteration 14Q: 3 clusters Score -1692362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1692416.500000 Penalty: 4940.914062
	Iteration 15Q: 3 clusters Score -1692416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -1692447.375000 Penalty: 4940.914062
	Iteration 16Q: 3 clusters Score -1692447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -1692471.375000 Penalty: 4940.914062
	Iteration 17Q: 3 clusters Score -1692471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1692481.125000 Penalty: 4940.914062
	Iteration 18Q: 3 clusters Score -1692481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -1692490.000000 Penalty: 4940.914062
	Iteration 19Q: 3 clusters Score -1692490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -1692494.250000 Penalty: 4940.914062
	Iteration 20F: 3 clusters Score -1692494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1692496.375000 Penalty: 4940.914062
	Iteration 21Q: 3 clusters Score -1692496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -1692496.375000 Penalty: 4940.914062
	Iteration 22F: 3 clusters Score -1692496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Entering Unmasked Estep 
Score: -1575447.875000 Penalty: 2443.644287
	Iteration 0F: 2 clusters Score -1575448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1561965.000000 Penalty: 4887.288574
	Iteration 0F: 3 clusters Score -1561965 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1566406.250000 Penalty: 4887.288574
	Iteration 1F: 3 clusters Score -1566406 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1566739.625000 Penalty: 4887.288574
	Iteration 2F: 3 clusters Score -1566740 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1567015.250000 Penalty: 4887.288574
	Iteration 3Q: 3 clusters Score -1567015 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1567228.375000 Penalty: 4887.288574
	Iteration 4Q: 3 clusters Score -1567228 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1567385.875000 Penalty: 4887.288574
	Iteration 5Q: 3 clusters Score -1567386 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1567512.250000 Penalty: 4887.288574
	Iteration 6Q: 3 clusters Score -1567512 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1567609.750000 Penalty: 4887.288574
	Iteration 7Q: 3 clusters Score -1567610 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1567731.750000 Penalty: 4887.288574
	Iteration 8Q: 3 clusters Score -1567732 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1567860.875000 Penalty: 4887.288574
	Iteration 9Q: 3 clusters Score -1567861 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1567991.000000 Penalty: 4887.288574
	Iteration 10Q: 3 clusters Score -1567991 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1568112.000000 Penalty: 4887.288574
	Iteration 11Q: 3 clusters Score -1568112 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1568268.875000 Penalty: 4887.288574
	Iteration 12Q: 3 clusters Score -1568269 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1568458.750000 Penalty: 4887.288574
	Iteration 13Q: 3 clusters Score -1568459 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1568698.125000 Penalty: 4887.288574
	Iteration 14Q: 3 clusters Score -1568698 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1569000.875000 Penalty: 4887.288574
	Iteration 15Q: 3 clusters Score -1569001 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1569390.750000 Penalty: 4887.288574
	Iteration 16Q: 3 clusters Score -1569391 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1569853.250000 Penalty: 4887.288574
	Iteration 17Q: 3 clusters Score -1569853 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1570398.375000 Penalty: 4887.288574
	Iteration 18Q: 3 clusters Score -1570398 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1570925.125000 Penalty: 4887.288574
	Iteration 19Q: 3 clusters Score -1570925 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1571309.875000 Penalty: 4887.288574
	Iteration 20F: 3 clusters Score -1571310 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1571550.875000 Penalty: 4887.288574
	Iteration 21Q: 3 clusters Score -1571551 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1571722.375000 Penalty: 4887.288574
	Iteration 22Q: 3 clusters Score -1571722 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1571862.500000 Penalty: 4887.288574
	Iteration 23Q: 3 clusters Score -1571862 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1571980.250000 Penalty: 4887.288574
	Iteration 24Q: 3 clusters Score -1571980 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1572100.000000 Penalty: 4887.288574
	Iteration 25Q: 3 clusters Score -1572100 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1572260.250000 Penalty: 4887.288574
	Iteration 26Q: 3 clusters Score -1572260 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1572394.875000 Penalty: 4887.288574
	Iteration 27Q: 3 clusters Score -1572395 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1572529.000000 Penalty: 4887.288574
	Iteration 28Q: 3 clusters Score -1572529 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1572641.875000 Penalty: 4887.288574
	Iteration 29Q: 3 clusters Score -1572642 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1572742.875000 Penalty: 4887.288574
	Iteration 30Q: 3 clusters Score -1572743 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1572840.000000 Penalty: 4887.288574
	Iteration 31Q: 3 clusters Score -1572840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1572907.125000 Penalty: 4887.288574
	Iteration 32Q: 3 clusters Score -1572907 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1572948.375000 Penalty: 4887.288574
	Iteration 33Q: 3 clusters Score -1572948 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1572997.500000 Penalty: 4887.288574
	Iteration 34Q: 3 clusters Score -1572998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1573045.000000 Penalty: 4887.288574
	Iteration 35Q: 3 clusters Score -1573045 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1573074.375000 Penalty: 4887.288574
	Iteration 36Q: 3 clusters Score -1573074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1573098.250000 Penalty: 4887.288574
	Iteration 37Q: 3 clusters Score -1573098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1573117.125000 Penalty: 4887.288574
	Iteration 38Q: 3 clusters Score -1573117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1573141.500000 Penalty: 4887.288574
	Iteration 39Q: 3 clusters Score -1573142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1573164.250000 Penalty: 4887.288574
	Iteration 40F: 3 clusters Score -1573164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1573186.250000 Penalty: 4887.288574
	Iteration 41Q: 3 clusters Score -1573186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1573207.750000 Penalty: 4887.288574
	Iteration 42Q: 3 clusters Score -1573208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1573235.625000 Penalty: 4887.288574
	Iteration 43Q: 3 clusters Score -1573236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1573258.500000 Penalty: 4887.288574
	Iteration 44Q: 3 clusters Score -1573258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1573278.875000 Penalty: 4887.288574
	Iteration 45Q: 3 clusters Score -1573279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1573302.750000 Penalty: 4887.288574
	Iteration 46Q: 3 clusters Score -1573303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1573324.750000 Penalty: 4887.288574
	Iteration 47Q: 3 clusters Score -1573325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1573344.500000 Penalty: 4887.288574
	Iteration 48Q: 3 clusters Score -1573344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1573349.000000 Penalty: 4887.288574
	Iteration 49Q: 3 clusters Score -1573349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1573363.125000 Penalty: 4887.288574
	Iteration 50Q: 3 clusters Score -1573363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1573374.250000 Penalty: 4887.288574
	Iteration 51Q: 3 clusters Score -1573374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1573383.875000 Penalty: 4887.288574
	Iteration 52Q: 3 clusters Score -1573384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1573393.125000 Penalty: 4887.288574
	Iteration 53Q: 3 clusters Score -1573393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1573398.875000 Penalty: 4887.288574
	Iteration 54Q: 3 clusters Score -1573399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1573402.125000 Penalty: 4887.288574
	Iteration 55Q: 3 clusters Score -1573402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1573410.250000 Penalty: 4887.288574
	Iteration 56Q: 3 clusters Score -1573410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1573414.625000 Penalty: 4887.288574
	Iteration 57Q: 3 clusters Score -1573415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1573427.750000 Penalty: 4887.288574
	Iteration 58Q: 3 clusters Score -1573428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1573433.375000 Penalty: 4887.288574
	Iteration 59Q: 3 clusters Score -1573433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1573433.000000 Penalty: 4887.288574
	Iteration 60F: 3 clusters Score -1573433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1573436.125000 Penalty: 4887.288574
	Iteration 61Q: 3 clusters Score -1573436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1573439.500000 Penalty: 4887.288574
	Iteration 62Q: 3 clusters Score -1573440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1573439.750000 Penalty: 4887.288574
	Iteration 63Q: 3 clusters Score -1573440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1573441.875000 Penalty: 4887.288574
	Iteration 64Q: 3 clusters Score -1573442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1573440.875000 Penalty: 4887.288574
	Iteration 65Q: 3 clusters Score -1573441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1573442.625000 Penalty: 4887.288574
	Iteration 66Q: 3 clusters Score -1573443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1573443.250000 Penalty: 4887.288574
	Iteration 67Q: 3 clusters Score -1573443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1573452.625000 Penalty: 4887.288574
	Iteration 68Q: 3 clusters Score -1573453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1573454.000000 Penalty: 4887.288574
	Iteration 69Q: 3 clusters Score -1573454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1573455.750000 Penalty: 4887.288574
	Iteration 70Q: 3 clusters Score -1573456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1573459.625000 Penalty: 4887.288574
	Iteration 71Q: 3 clusters Score -1573460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1573459.625000 Penalty: 4887.288574
	Iteration 72Q: 3 clusters Score -1573460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1573461.750000 Penalty: 4887.288574
	Iteration 73Q: 3 clusters Score -1573462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1573462.125000 Penalty: 4887.288574
	Iteration 74Q: 3 clusters Score -1573462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1573460.750000 Penalty: 4887.288574
	Iteration 75Q: 3 clusters Score -1573461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1573460.875000 Penalty: 4887.288574
	Iteration 76Q: 3 clusters Score -1573461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1573460.875000 Penalty: 4887.288574
	Iteration 77F: 3 clusters Score -1573461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -56166.097656 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -56166.1 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 474 members 
Entering Unmasked Estep 
Score: -54332.523438 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -54332.52 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -54662.691406 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -54662.69 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54817.523438 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -54817.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54882.531250 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -54882.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -54923.683594 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -54923.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -54949.480469 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -54949.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -54969.785156 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -54969.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -54983.644531 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -54983.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -54998.578125 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -54998.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -55011.070312 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -55011.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55018.488281 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -55018.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -55029.019531 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -55029.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -55036.738281 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -55036.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -55043.304688 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -55043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -55053.535156 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -55053.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -55063.578125 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -55063.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -55074.062500 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -55074.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -55074.492188 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -55074.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -55074.492188 Penalty: 3396.610596
	Iteration 18F: 3 clusters Score -55074.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -101456.929688 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -101456.9 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 695 members 
Entering Unmasked Estep 
Score: -99251.070312 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -99251.07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -99585.398438 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -99585.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -99706.093750 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -99706.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -99763.000000 Penalty: 3572.889160
	Iteration 3Q: 3 clusters Score -99763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -99793.195312 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -99793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99812.390625 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -99812.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -99828.734375 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -99828.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -99835.125000 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -99835.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -99838.195312 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -99838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99841.554688 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -99841.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99842.953125 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -99842.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99844.320312 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -99844.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99846.945312 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -99846.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -99850.953125 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -99850.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -99854.414062 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -99854.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -99854.976562 Penalty: 3572.889160
	Iteration 15Q: 3 clusters Score -99854.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -99855.656250 Penalty: 3572.889160
	Iteration 16Q: 3 clusters Score -99855.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -99856.945312 Penalty: 3572.889160
	Iteration 17Q: 3 clusters Score -99856.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -99856.945312 Penalty: 3572.889160
	Iteration 18F: 3 clusters Score -99856.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -503133.500000 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -503133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -497811.406250 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -497811.4 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -499225.937500 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -499225.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -499606.281250 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -499606.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -499937.468750 Penalty: 4339.709961
	Iteration 3F: 3 clusters Score -499937.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -500243.406250 Penalty: 4339.709961
	Iteration 4F: 3 clusters Score -500243.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -500512.406250 Penalty: 4339.709961
	Iteration 5F: 3 clusters Score -500512.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -500735.187500 Penalty: 4339.709961
	Iteration 6F: 3 clusters Score -500735.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -500881.656250 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -500881.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -501007.093750 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -501007.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -501122.125000 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -501122.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -501201.093750 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -501201.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -501255.468750 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -501255.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -501302.093750 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -501302.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -501331.406250 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -501331.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -501355.593750 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -501355.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -501378.656250 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -501378.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -501395.781250 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -501395.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -501407.218750 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -501407.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -501418.125000 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -501418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -501430.843750 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -501430.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -501440.937500 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -501440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -501452.375000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -501452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -501466.500000 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -501466.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -501479.375000 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -501479.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -501487.437500 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -501487.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -501497.031250 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -501497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -501508.906250 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -501508.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -501518.875000 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -501518.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -501527.375000 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -501527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -501533.312500 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -501533.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -501539.343750 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -501539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -501544.156250 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -501544.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -501555.968750 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -501556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -501574.718750 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -501574.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -501596.000000 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -501596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -501612.468750 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -501612.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -501628.531250 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -501628.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -501640.656250 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -501640.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -501649.437500 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -501649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -501663.062500 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -501663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -501668.500000 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -501668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -501672.687500 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -501672.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -501675.750000 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -501675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -501677.031250 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -501677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -501677.687500 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -501677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -501678.468750 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -501678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -501680.125000 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -501680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -501681.468750 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -501681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -501681.937500 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -501681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -501683.687500 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -501683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -501684.875000 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -501684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -501685.343750 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -501685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -501685.343750 Penalty: 4339.709961
	Iteration 52F: 3 clusters Score -501685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (27467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Entering Unmasked Estep 
Score: -2265011.000000 Penalty: 2534.743652
	Iteration 0F: 2 clusters Score -2265011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2245997.750000 Penalty: 5069.487305
	Iteration 0F: 3 clusters Score -2245998 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2252824.000000 Penalty: 5069.487305
	Iteration 1F: 3 clusters Score -2252824 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2253326.500000 Penalty: 5069.487305
	Iteration 2F: 3 clusters Score -2253326 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2253724.750000 Penalty: 5069.487305
	Iteration 3Q: 3 clusters Score -2253725 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2254147.750000 Penalty: 5069.487305
	Iteration 4Q: 3 clusters Score -2254148 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2254545.000000 Penalty: 5069.487305
	Iteration 5Q: 3 clusters Score -2254545 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2254982.250000 Penalty: 5069.487305
	Iteration 6Q: 3 clusters Score -2254982 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2255567.750000 Penalty: 5069.487305
	Iteration 7Q: 3 clusters Score -2255568 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2256332.000000 Penalty: 5069.487305
	Iteration 8Q: 3 clusters Score -2256332 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2257299.500000 Penalty: 5069.487305
	Iteration 9F: 3 clusters Score -2257300 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2258346.500000 Penalty: 5069.487305
	Iteration 10F: 3 clusters Score -2258346 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2259244.500000 Penalty: 5069.487305
	Iteration 11Q: 3 clusters Score -2259244 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2259802.000000 Penalty: 5069.487305
	Iteration 12Q: 3 clusters Score -2259802 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2260116.000000 Penalty: 5069.487305
	Iteration 13Q: 3 clusters Score -2260116 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2260298.000000 Penalty: 5069.487305
	Iteration 14Q: 3 clusters Score -2260298 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2260428.000000 Penalty: 5069.487305
	Iteration 15Q: 3 clusters Score -2260428 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2260550.250000 Penalty: 5069.487305
	Iteration 16Q: 3 clusters Score -2260550 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2260653.000000 Penalty: 5069.487305
	Iteration 17Q: 3 clusters Score -2260653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2260758.500000 Penalty: 5069.487305
	Iteration 18Q: 3 clusters Score -2260758 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2260870.000000 Penalty: 5069.487305
	Iteration 19Q: 3 clusters Score -2260870 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2260961.250000 Penalty: 5069.487305
	Iteration 20F: 3 clusters Score -2260961 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2261059.250000 Penalty: 5069.487305
	Iteration 21Q: 3 clusters Score -2261059 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2261159.500000 Penalty: 5069.487305
	Iteration 22Q: 3 clusters Score -2261160 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2261245.750000 Penalty: 5069.487305
	Iteration 23Q: 3 clusters Score -2261246 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2261332.750000 Penalty: 5069.487305
	Iteration 24Q: 3 clusters Score -2261333 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2261407.750000 Penalty: 5069.487305
	Iteration 25Q: 3 clusters Score -2261408 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2261485.250000 Penalty: 5069.487305
	Iteration 26Q: 3 clusters Score -2261485 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2261553.750000 Penalty: 5069.487305
	Iteration 27Q: 3 clusters Score -2261554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2261612.000000 Penalty: 5069.487305
	Iteration 28Q: 3 clusters Score -2261612 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2261658.000000 Penalty: 5069.487305
	Iteration 29Q: 3 clusters Score -2261658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2261695.000000 Penalty: 5069.487305
	Iteration 30Q: 3 clusters Score -2261695 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2261743.750000 Penalty: 5069.487305
	Iteration 31Q: 3 clusters Score -2261744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2261793.250000 Penalty: 5069.487305
	Iteration 32Q: 3 clusters Score -2261793 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2261832.750000 Penalty: 5069.487305
	Iteration 33Q: 3 clusters Score -2261833 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2261884.000000 Penalty: 5069.487305
	Iteration 34Q: 3 clusters Score -2261884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2261925.750000 Penalty: 5069.487305
	Iteration 35Q: 3 clusters Score -2261926 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2261977.750000 Penalty: 5069.487305
	Iteration 36Q: 3 clusters Score -2261978 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2262024.750000 Penalty: 5069.487305
	Iteration 37Q: 3 clusters Score -2262025 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2262065.750000 Penalty: 5069.487305
	Iteration 38Q: 3 clusters Score -2262066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2262105.250000 Penalty: 5069.487305
	Iteration 39Q: 3 clusters Score -2262105 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2262149.250000 Penalty: 5069.487305
	Iteration 40F: 3 clusters Score -2262149 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2262185.500000 Penalty: 5069.487305
	Iteration 41Q: 3 clusters Score -2262186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2262221.000000 Penalty: 5069.487305
	Iteration 42Q: 3 clusters Score -2262221 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2262253.250000 Penalty: 5069.487305
	Iteration 43Q: 3 clusters Score -2262253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2262284.000000 Penalty: 5069.487305
	Iteration 44Q: 3 clusters Score -2262284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -2262305.750000 Penalty: 5069.487305
	Iteration 45Q: 3 clusters Score -2262306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -2262334.250000 Penalty: 5069.487305
	Iteration 46Q: 3 clusters Score -2262334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -2262362.750000 Penalty: 5069.487305
	Iteration 47Q: 3 clusters Score -2262363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2262387.250000 Penalty: 5069.487305
	Iteration 48Q: 3 clusters Score -2262387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2262407.500000 Penalty: 5069.487305
	Iteration 49Q: 3 clusters Score -2262408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2262425.250000 Penalty: 5069.487305
	Iteration 50Q: 3 clusters Score -2262425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2262447.000000 Penalty: 5069.487305
	Iteration 51Q: 3 clusters Score -2262447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2262462.750000 Penalty: 5069.487305
	Iteration 52Q: 3 clusters Score -2262463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2262469.250000 Penalty: 5069.487305
	Iteration 53Q: 3 clusters Score -2262469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2262484.000000 Penalty: 5069.487305
	Iteration 54Q: 3 clusters Score -2262484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -2262499.750000 Penalty: 5069.487305
	Iteration 55Q: 3 clusters Score -2262500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -2262510.000000 Penalty: 5069.487305
	Iteration 56Q: 3 clusters Score -2262510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -2262521.250000 Penalty: 5069.487305
	Iteration 57Q: 3 clusters Score -2262521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2262528.750000 Penalty: 5069.487305
	Iteration 58Q: 3 clusters Score -2262529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2262534.000000 Penalty: 5069.487305
	Iteration 59Q: 3 clusters Score -2262534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2262558.000000 Penalty: 5069.487305
	Iteration 60F: 3 clusters Score -2262558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -2262571.000000 Penalty: 5069.487305
	Iteration 61Q: 3 clusters Score -2262571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -2262590.500000 Penalty: 5069.487305
	Iteration 62Q: 3 clusters Score -2262590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2262606.250000 Penalty: 5069.487305
	Iteration 63Q: 3 clusters Score -2262606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -2262628.750000 Penalty: 5069.487305
	Iteration 64Q: 3 clusters Score -2262629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -2262635.750000 Penalty: 5069.487305
	Iteration 65Q: 3 clusters Score -2262636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -2262642.750000 Penalty: 5069.487305
	Iteration 66Q: 3 clusters Score -2262643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2262655.750000 Penalty: 5069.487305
	Iteration 67Q: 3 clusters Score -2262656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -2262662.250000 Penalty: 5069.487305
	Iteration 68Q: 3 clusters Score -2262662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -2262670.500000 Penalty: 5069.487305
	Iteration 69Q: 3 clusters Score -2262670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2262680.750000 Penalty: 5069.487305
	Iteration 70Q: 3 clusters Score -2262681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -2262688.750000 Penalty: 5069.487305
	Iteration 71Q: 3 clusters Score -2262689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2262690.500000 Penalty: 5069.487305
	Iteration 72Q: 3 clusters Score -2262690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -2262700.000000 Penalty: 5069.487305
	Iteration 73Q: 3 clusters Score -2262700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -2262719.250000 Penalty: 5069.487305
	Iteration 74Q: 3 clusters Score -2262719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2262727.500000 Penalty: 5069.487305
	Iteration 75Q: 3 clusters Score -2262728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2262742.500000 Penalty: 5069.487305
	Iteration 76Q: 3 clusters Score -2262742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2262756.000000 Penalty: 5069.487305
	Iteration 77Q: 3 clusters Score -2262756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2262767.250000 Penalty: 5069.487305
	Iteration 78Q: 3 clusters Score -2262767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2262777.750000 Penalty: 5069.487305
	Iteration 79Q: 3 clusters Score -2262778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2262793.750000 Penalty: 5069.487305
	Iteration 80F: 3 clusters Score -2262794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2262806.000000 Penalty: 5069.487305
	Iteration 81Q: 3 clusters Score -2262806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2262814.000000 Penalty: 5069.487305
	Iteration 82Q: 3 clusters Score -2262814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2262822.750000 Penalty: 5069.487305
	Iteration 83Q: 3 clusters Score -2262823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -2262827.250000 Penalty: 5069.487305
	Iteration 84Q: 3 clusters Score -2262827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -2262835.250000 Penalty: 5069.487305
	Iteration 85Q: 3 clusters Score -2262835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2262839.000000 Penalty: 5069.487305
	Iteration 86Q: 3 clusters Score -2262839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2262844.500000 Penalty: 5069.487305
	Iteration 87Q: 3 clusters Score -2262844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2262847.750000 Penalty: 5069.487305
	Iteration 88Q: 3 clusters Score -2262848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2262856.000000 Penalty: 5069.487305
	Iteration 89Q: 3 clusters Score -2262856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -2262858.750000 Penalty: 5069.487305
	Iteration 90Q: 3 clusters Score -2262859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2262864.000000 Penalty: 5069.487305
	Iteration 91Q: 3 clusters Score -2262864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -2262866.000000 Penalty: 5069.487305
	Iteration 92Q: 3 clusters Score -2262866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -2262862.750000 Penalty: 5069.487305
	Iteration 93Q: 3 clusters Score -2262863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2262861.750000 Penalty: 5069.487305
	Iteration 94Q: 3 clusters Score -2262862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2262861.250000 Penalty: 5069.487305
	Iteration 95Q: 3 clusters Score -2262861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -2262864.000000 Penalty: 5069.487305
	Iteration 96Q: 3 clusters Score -2262864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2262868.000000 Penalty: 5069.487305
	Iteration 97Q: 3 clusters Score -2262868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2262869.500000 Penalty: 5069.487305
	Iteration 98Q: 3 clusters Score -2262870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2262872.750000 Penalty: 5069.487305
	Iteration 99Q: 3 clusters Score -2262873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -2262872.500000 Penalty: 5069.487305
	Iteration 100F: 3 clusters Score -2262872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2262874.000000 Penalty: 5069.487305
	Iteration 101Q: 3 clusters Score -2262874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2262873.500000 Penalty: 5069.487305
	Iteration 102Q: 3 clusters Score -2262874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -2262873.500000 Penalty: 5069.487305
	Iteration 103F: 3 clusters Score -2262874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19531 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51551 members 
Mstep: Class 6 contains 17926 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161126 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 252989 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96993 members 
Mstep: Class 19 contains 848231 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37091 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20939 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35518 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19023 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 125124.562500
Iteration 319Q: 36 clusters Score -1.427996e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51551 members 
Mstep: Class 6 contains 17925 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161120 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 252994 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96989 members 
Mstep: Class 19 contains 848234 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37093 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35519 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19023 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 320F: 36 clusters Score -1.427996e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13846 members 
Mstep: Class 5 contains 51550 members 
Mstep: Class 6 contains 17923 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161116 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28860 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 252997 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96986 members 
Mstep: Class 19 contains 848243 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37093 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35518 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19023 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799600.000000 Penalty: 125124.562500
Iteration 321Q: 36 clusters Score -1.427996e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17921 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161110 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 253000 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96985 members 
Mstep: Class 19 contains 848254 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37093 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 322Q: 36 clusters Score -1.427997e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17919 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161104 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20551 members 
Mstep: Class 14 contains 253003 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96983 members 
Mstep: Class 19 contains 848262 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37094 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 323Q: 36 clusters Score -1.427997e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161098 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253004 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96982 members 
Mstep: Class 19 contains 848268 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37095 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799696.000000 Penalty: 125124.562500
Iteration 324Q: 36 clusters Score -1.427997e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17917 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161092 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253007 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96981 members 
Mstep: Class 19 contains 848275 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37095 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799728.000000 Penalty: 125124.562500
Iteration 325Q: 36 clusters Score -1.427997e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161089 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253007 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96977 members 
Mstep: Class 19 contains 848281 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37095 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 326Q: 36 clusters Score -1.427997e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161087 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253008 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96975 members 
Mstep: Class 19 contains 848282 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37095 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 327Q: 36 clusters Score -1.427997e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161084 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253010 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96972 members 
Mstep: Class 19 contains 848285 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 328Q: 36 clusters Score -1.427997e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19530 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161083 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13288 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253013 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96969 members 
Mstep: Class 19 contains 848286 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19022 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 329Q: 36 clusters Score -1.427997e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161082 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253015 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96968 members 
Mstep: Class 19 contains 848287 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 330Q: 36 clusters Score -1.427997e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161080 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253015 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96968 members 
Mstep: Class 19 contains 848289 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 125124.562500
Iteration 331Q: 36 clusters Score -1.427997e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161077 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253016 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96965 members 
Mstep: Class 19 contains 848294 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 332Q: 36 clusters Score -1.427997e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161074 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253016 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96965 members 
Mstep: Class 19 contains 848297 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 333Q: 36 clusters Score -1.427997e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161072 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253016 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96965 members 
Mstep: Class 19 contains 848299 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 334Q: 36 clusters Score -1.427997e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161072 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253016 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96965 members 
Mstep: Class 19 contains 848299 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799680.000000 Penalty: 125124.562500
Iteration 335F: 36 clusters Score -1.427997e+08 nChanged 0
Entering ConstructFrom: 
Score: -142799680.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -765783.187500 Penalty: 2281.371338
	Iteration 0F: 2 clusters Score -765783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -758160.312500 Penalty: 4562.742676
	Iteration 0F: 3 clusters Score -758160.3 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -760476.125000 Penalty: 4562.742676
	Iteration 1F: 3 clusters Score -760476.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -760849.625000 Penalty: 4562.742676
	Iteration 2F: 3 clusters Score -760849.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -761107.625000 Penalty: 4562.742676
	Iteration 3F: 3 clusters Score -761107.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -761333.500000 Penalty: 4562.742676
	Iteration 4Q: 3 clusters Score -761333.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -761523.437500 Penalty: 4562.742676
	Iteration 5Q: 3 clusters Score -761523.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -761683.437500 Penalty: 4562.742676
	Iteration 6Q: 3 clusters Score -761683.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -761850.750000 Penalty: 4562.742676
	Iteration 7Q: 3 clusters Score -761850.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -762052.687500 Penalty: 4562.742676
	Iteration 8Q: 3 clusters Score -762052.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -762267.687500 Penalty: 4562.742676
	Iteration 9Q: 3 clusters Score -762267.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -762504.437500 Penalty: 4562.742676
	Iteration 10Q: 3 clusters Score -762504.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -762726.812500 Penalty: 4562.742676
	Iteration 11Q: 3 clusters Score -762726.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -762943.437500 Penalty: 4562.742676
	Iteration 12Q: 3 clusters Score -762943.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -763101.875000 Penalty: 4562.742676
	Iteration 13Q: 3 clusters Score -763101.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -763243.125000 Penalty: 4562.742676
	Iteration 14Q: 3 clusters Score -763243.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -763377.750000 Penalty: 4562.742676
	Iteration 15Q: 3 clusters Score -763377.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -763462.187500 Penalty: 4562.742676
	Iteration 16Q: 3 clusters Score -763462.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -763520.250000 Penalty: 4562.742676
	Iteration 17Q: 3 clusters Score -763520.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -763562.812500 Penalty: 4562.742676
	Iteration 18Q: 3 clusters Score -763562.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -763600.750000 Penalty: 4562.742676
	Iteration 19Q: 3 clusters Score -763600.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -763637.687500 Penalty: 4562.742676
	Iteration 20F: 3 clusters Score -763637.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -763678.000000 Penalty: 4562.742676
	Iteration 21Q: 3 clusters Score -763678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -763705.437500 Penalty: 4562.742676
	Iteration 22Q: 3 clusters Score -763705.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -763725.812500 Penalty: 4562.742676
	Iteration 23Q: 3 clusters Score -763725.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -763743.500000 Penalty: 4562.742676
	Iteration 24Q: 3 clusters Score -763743.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -763754.312500 Penalty: 4562.742676
	Iteration 25Q: 3 clusters Score -763754.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -763762.937500 Penalty: 4562.742676
	Iteration 26Q: 3 clusters Score -763762.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -763770.375000 Penalty: 4562.742676
	Iteration 27Q: 3 clusters Score -763770.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -763777.187500 Penalty: 4562.742676
	Iteration 28Q: 3 clusters Score -763777.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -763783.937500 Penalty: 4562.742676
	Iteration 29Q: 3 clusters Score -763783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -763790.062500 Penalty: 4562.742676
	Iteration 30Q: 3 clusters Score -763790.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -763794.187500 Penalty: 4562.742676
	Iteration 31Q: 3 clusters Score -763794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -763799.687500 Penalty: 4562.742676
	Iteration 32Q: 3 clusters Score -763799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -763803.187500 Penalty: 4562.742676
	Iteration 33Q: 3 clusters Score -763803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -763805.687500 Penalty: 4562.742676
	Iteration 34Q: 3 clusters Score -763805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -763807.750000 Penalty: 4562.742676
	Iteration 35Q: 3 clusters Score -763807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -763808.875000 Penalty: 4562.742676
	Iteration 36Q: 3 clusters Score -763808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -763813.062500 Penalty: 4562.742676
	Iteration 37Q: 3 clusters Score -763813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -763814.500000 Penalty: 4562.742676
	Iteration 38Q: 3 clusters Score -763814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -763816.875000 Penalty: 4562.742676
	Iteration 39Q: 3 clusters Score -763816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -763816.875000 Penalty: 4562.742676
	Iteration 40F: 3 clusters Score -763816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Entering Unmasked Estep 
Score: -1374081.375000 Penalty: 2450.154541
	Iteration 0F: 2 clusters Score -1374081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1360420.000000 Penalty: 4900.309082
	Iteration 0F: 3 clusters Score -1360420 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1365387.500000 Penalty: 4900.309082
	Iteration 1F: 3 clusters Score -1365388 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1366069.250000 Penalty: 4900.309082
	Iteration 2F: 3 clusters Score -1366069 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1366707.750000 Penalty: 4900.309082
	Iteration 3F: 3 clusters Score -1366708 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1367273.125000 Penalty: 4900.309082
	Iteration 4F: 3 clusters Score -1367273 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1367761.500000 Penalty: 4900.309082
	Iteration 5F: 3 clusters Score -1367762 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1368254.500000 Penalty: 4900.309082
	Iteration 6Q: 3 clusters Score -1368254 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1368753.125000 Penalty: 4900.309082
	Iteration 7Q: 3 clusters Score -1368753 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1369267.000000 Penalty: 4900.309082
	Iteration 8Q: 3 clusters Score -1369267 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1369689.500000 Penalty: 4900.309082
	Iteration 9Q: 3 clusters Score -1369690 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1370028.750000 Penalty: 4900.309082
	Iteration 10Q: 3 clusters Score -1370029 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1370280.000000 Penalty: 4900.309082
	Iteration 11Q: 3 clusters Score -1370280 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1370457.875000 Penalty: 4900.309082
	Iteration 12Q: 3 clusters Score -1370458 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1370582.250000 Penalty: 4900.309082
	Iteration 13Q: 3 clusters Score -1370582 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1370684.500000 Penalty: 4900.309082
	Iteration 14Q: 3 clusters Score -1370684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1370750.000000 Penalty: 4900.309082
	Iteration 15Q: 3 clusters Score -1370750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1370811.125000 Penalty: 4900.309082
	Iteration 16Q: 3 clusters Score -1370811 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1370855.375000 Penalty: 4900.309082
	Iteration 17Q: 3 clusters Score -1370855 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1370904.250000 Penalty: 4900.309082
	Iteration 18Q: 3 clusters Score -1370904 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1370951.750000 Penalty: 4900.309082
	Iteration 19Q: 3 clusters Score -1370952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1370996.500000 Penalty: 4900.309082
	Iteration 20F: 3 clusters Score -1370996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1371036.375000 Penalty: 4900.309082
	Iteration 21Q: 3 clusters Score -1371036 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1371087.625000 Penalty: 4900.309082
	Iteration 22Q: 3 clusters Score -1371088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1371127.875000 Penalty: 4900.309082
	Iteration 23Q: 3 clusters Score -1371128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1371176.250000 Penalty: 4900.309082
	Iteration 24Q: 3 clusters Score -1371176 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1371214.875000 Penalty: 4900.309082
	Iteration 25Q: 3 clusters Score -1371215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1371248.875000 Penalty: 4900.309082
	Iteration 26Q: 3 clusters Score -1371249 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1371284.875000 Penalty: 4900.309082
	Iteration 27Q: 3 clusters Score -1371285 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1371328.000000 Penalty: 4900.309082
	Iteration 28Q: 3 clusters Score -1371328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1371360.625000 Penalty: 4900.309082
	Iteration 29Q: 3 clusters Score -1371361 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1371383.750000 Penalty: 4900.309082
	Iteration 30Q: 3 clusters Score -1371384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1371408.750000 Penalty: 4900.309082
	Iteration 31Q: 3 clusters Score -1371409 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1371443.500000 Penalty: 4900.309082
	Iteration 32Q: 3 clusters Score -1371444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1371466.000000 Penalty: 4900.309082
	Iteration 33Q: 3 clusters Score -1371466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1371488.125000 Penalty: 4900.309082
	Iteration 34Q: 3 clusters Score -1371488 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1371519.000000 Penalty: 4900.309082
	Iteration 35Q: 3 clusters Score -1371519 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1371558.000000 Penalty: 4900.309082
	Iteration 36Q: 3 clusters Score -1371558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1371587.625000 Penalty: 4900.309082
	Iteration 37Q: 3 clusters Score -1371588 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1371615.000000 Penalty: 4900.309082
	Iteration 38Q: 3 clusters Score -1371615 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1371638.125000 Penalty: 4900.309082
	Iteration 39Q: 3 clusters Score -1371638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1371663.250000 Penalty: 4900.309082
	Iteration 40F: 3 clusters Score -1371663 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1371680.000000 Penalty: 4900.309082
	Iteration 41Q: 3 clusters Score -1371680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1371706.875000 Penalty: 4900.309082
	Iteration 42Q: 3 clusters Score -1371707 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1371732.750000 Penalty: 4900.309082
	Iteration 43Q: 3 clusters Score -1371733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1371756.625000 Penalty: 4900.309082
	Iteration 44Q: 3 clusters Score -1371757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1371777.375000 Penalty: 4900.309082
	Iteration 45Q: 3 clusters Score -1371777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1371801.750000 Penalty: 4900.309082
	Iteration 46Q: 3 clusters Score -1371802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1371815.625000 Penalty: 4900.309082
	Iteration 47Q: 3 clusters Score -1371816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -1371830.625000 Penalty: 4900.309082
	Iteration 48Q: 3 clusters Score -1371831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1371840.500000 Penalty: 4900.309082
	Iteration 49Q: 3 clusters Score -1371840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1371850.375000 Penalty: 4900.309082
	Iteration 50Q: 3 clusters Score -1371850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1371872.125000 Penalty: 4900.309082
	Iteration 51Q: 3 clusters Score -1371872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1371892.625000 Penalty: 4900.309082
	Iteration 52Q: 3 clusters Score -1371893 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1371911.125000 Penalty: 4900.309082
	Iteration 53Q: 3 clusters Score -1371911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1371931.750000 Penalty: 4900.309082
	Iteration 54Q: 3 clusters Score -1371932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1371950.125000 Penalty: 4900.309082
	Iteration 55Q: 3 clusters Score -1371950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1371975.125000 Penalty: 4900.309082
	Iteration 56Q: 3 clusters Score -1371975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1371993.000000 Penalty: 4900.309082
	Iteration 57Q: 3 clusters Score -1371993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -1372013.250000 Penalty: 4900.309082
	Iteration 58Q: 3 clusters Score -1372013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -1372032.750000 Penalty: 4900.309082
	Iteration 59Q: 3 clusters Score -1372033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1372049.125000 Penalty: 4900.309082
	Iteration 60F: 3 clusters Score -1372049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -1372060.375000 Penalty: 4900.309082
	Iteration 61Q: 3 clusters Score -1372060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1372073.500000 Penalty: 4900.309082
	Iteration 62Q: 3 clusters Score -1372074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1372093.875000 Penalty: 4900.309082
	Iteration 63Q: 3 clusters Score -1372094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1372101.750000 Penalty: 4900.309082
	Iteration 64Q: 3 clusters Score -1372102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1372114.250000 Penalty: 4900.309082
	Iteration 65Q: 3 clusters Score -1372114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1372121.500000 Penalty: 4900.309082
	Iteration 66Q: 3 clusters Score -1372122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1372132.750000 Penalty: 4900.309082
	Iteration 67Q: 3 clusters Score -1372133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1372144.375000 Penalty: 4900.309082
	Iteration 68Q: 3 clusters Score -1372144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1372161.125000 Penalty: 4900.309082
	Iteration 69Q: 3 clusters Score -1372161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1372172.375000 Penalty: 4900.309082
	Iteration 70Q: 3 clusters Score -1372172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1372180.875000 Penalty: 4900.309082
	Iteration 71Q: 3 clusters Score -1372181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1372193.375000 Penalty: 4900.309082
	Iteration 72Q: 3 clusters Score -1372193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1372201.750000 Penalty: 4900.309082
	Iteration 73Q: 3 clusters Score -1372202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1372209.375000 Penalty: 4900.309082
	Iteration 74Q: 3 clusters Score -1372209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1372210.875000 Penalty: 4900.309082
	Iteration 75Q: 3 clusters Score -1372211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1372215.375000 Penalty: 4900.309082
	Iteration 76Q: 3 clusters Score -1372215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1372221.875000 Penalty: 4900.309082
	Iteration 77Q: 3 clusters Score -1372222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1372227.375000 Penalty: 4900.309082
	Iteration 78Q: 3 clusters Score -1372227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1372232.750000 Penalty: 4900.309082
	Iteration 79Q: 3 clusters Score -1372233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1372232.375000 Penalty: 4900.309082
	Iteration 80F: 3 clusters Score -1372232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1372236.375000 Penalty: 4900.309082
	Iteration 81Q: 3 clusters Score -1372236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1372243.375000 Penalty: 4900.309082
	Iteration 82Q: 3 clusters Score -1372243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1372245.000000 Penalty: 4900.309082
	Iteration 83Q: 3 clusters Score -1372245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1372247.375000 Penalty: 4900.309082
	Iteration 84Q: 3 clusters Score -1372247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1372250.000000 Penalty: 4900.309082
	Iteration 85Q: 3 clusters Score -1372250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1372250.875000 Penalty: 4900.309082
	Iteration 86Q: 3 clusters Score -1372251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1372255.375000 Penalty: 4900.309082
	Iteration 87Q: 3 clusters Score -1372255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1372256.875000 Penalty: 4900.309082
	Iteration 88Q: 3 clusters Score -1372257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1372257.000000 Penalty: 4900.309082
	Iteration 89Q: 3 clusters Score -1372257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1372255.875000 Penalty: 4900.309082
	Iteration 90Q: 3 clusters Score -1372256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1372260.250000 Penalty: 4900.309082
	Iteration 91Q: 3 clusters Score -1372260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -1372260.375000 Penalty: 4900.309082
	Iteration 92Q: 3 clusters Score -1372260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1372261.875000 Penalty: 4900.309082
	Iteration 93Q: 3 clusters Score -1372262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -1372263.125000 Penalty: 4900.309082
	Iteration 94Q: 3 clusters Score -1372263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1372265.125000 Penalty: 4900.309082
	Iteration 95Q: 3 clusters Score -1372265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1372265.250000 Penalty: 4900.309082
	Iteration 96Q: 3 clusters Score -1372265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1372265.500000 Penalty: 4900.309082
	Iteration 97Q: 3 clusters Score -1372266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1372267.500000 Penalty: 4900.309082
	Iteration 98Q: 3 clusters Score -1372268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1372267.750000 Penalty: 4900.309082
	Iteration 99Q: 3 clusters Score -1372268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1372266.625000 Penalty: 4900.309082
	Iteration 100F: 3 clusters Score -1372267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -185189.734375 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -185189.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -182295.109375 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -182295.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -182954.250000 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -182954.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -183243.328125 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -183243.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183479.703125 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -183479.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -183638.953125 Penalty: 3876.542725
	Iteration 4F: 3 clusters Score -183639 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183746.734375 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -183746.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183838.265625 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -183838.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -183915.531250 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -183915.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -183982.031250 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -183982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -184033.031250 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -184033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184068.171875 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -184068.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -184093.843750 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -184093.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -184108.609375 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -184108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -184114.000000 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -184114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184118.828125 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -184118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184121.921875 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -184121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184123.171875 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -184123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -184125.359375 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -184125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -184126.718750 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -184126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -184127.281250 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -184127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -184127.281250 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -184127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Entering Unmasked Estep 
Score: -1058474.750000 Penalty: 2364.884277
	Iteration 0F: 2 clusters Score -1058475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1048306.187500 Penalty: 4729.768555
	Iteration 0F: 3 clusters Score -1048306 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1051582.875000 Penalty: 4729.768555
	Iteration 1F: 3 clusters Score -1051583 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1052018.250000 Penalty: 4729.768555
	Iteration 2F: 3 clusters Score -1052018 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1052375.625000 Penalty: 4729.768555
	Iteration 3F: 3 clusters Score -1052376 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1052657.125000 Penalty: 4729.768555
	Iteration 4Q: 3 clusters Score -1052657 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1052938.875000 Penalty: 4729.768555
	Iteration 5Q: 3 clusters Score -1052939 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1053217.500000 Penalty: 4729.768555
	Iteration 6Q: 3 clusters Score -1053218 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1053539.500000 Penalty: 4729.768555
	Iteration 7Q: 3 clusters Score -1053540 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1053902.875000 Penalty: 4729.768555
	Iteration 8Q: 3 clusters Score -1053903 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1054304.500000 Penalty: 4729.768555
	Iteration 9Q: 3 clusters Score -1054304 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1054740.250000 Penalty: 4729.768555
	Iteration 10Q: 3 clusters Score -1054740 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1055192.375000 Penalty: 4729.768555
	Iteration 11Q: 3 clusters Score -1055192 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1055612.750000 Penalty: 4729.768555
	Iteration 12Q: 3 clusters Score -1055613 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1055988.625000 Penalty: 4729.768555
	Iteration 13Q: 3 clusters Score -1055989 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1056315.375000 Penalty: 4729.768555
	Iteration 14Q: 3 clusters Score -1056315 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1056615.000000 Penalty: 4729.768555
	Iteration 15Q: 3 clusters Score -1056615 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1056869.250000 Penalty: 4729.768555
	Iteration 16Q: 3 clusters Score -1056869 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1057057.375000 Penalty: 4729.768555
	Iteration 17Q: 3 clusters Score -1057057 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1057221.000000 Penalty: 4729.768555
	Iteration 18Q: 3 clusters Score -1057221 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1057344.000000 Penalty: 4729.768555
	Iteration 19Q: 3 clusters Score -1057344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1057431.375000 Penalty: 4729.768555
	Iteration 20F: 3 clusters Score -1057431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1057521.375000 Penalty: 4729.768555
	Iteration 21Q: 3 clusters Score -1057521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1057570.750000 Penalty: 4729.768555
	Iteration 22Q: 3 clusters Score -1057571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1057593.125000 Penalty: 4729.768555
	Iteration 23Q: 3 clusters Score -1057593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1057599.500000 Penalty: 4729.768555
	Iteration 24Q: 3 clusters Score -1057600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1057606.500000 Penalty: 4729.768555
	Iteration 25Q: 3 clusters Score -1057606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1057610.250000 Penalty: 4729.768555
	Iteration 26Q: 3 clusters Score -1057610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1057611.375000 Penalty: 4729.768555
	Iteration 27Q: 3 clusters Score -1057611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1057611.875000 Penalty: 4729.768555
	Iteration 28Q: 3 clusters Score -1057612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1057615.000000 Penalty: 4729.768555
	Iteration 29Q: 3 clusters Score -1057615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1057616.375000 Penalty: 4729.768555
	Iteration 30Q: 3 clusters Score -1057616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1057616.125000 Penalty: 4729.768555
	Iteration 31Q: 3 clusters Score -1057616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1057616.125000 Penalty: 4729.768555
	Iteration 32F: 3 clusters Score -1057616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Entering Unmasked Estep 
Score: -4243633.000000 Penalty: 2690.866455
	Iteration 0F: 2 clusters Score -4243633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4208841.500000 Penalty: 5381.732910
	Iteration 0F: 3 clusters Score -4208842 nChanged 23875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4222049.000000 Penalty: 5381.732910
	Iteration 1F: 3 clusters Score -4222049 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4222741.500000 Penalty: 5381.732910
	Iteration 2Q: 3 clusters Score -4222742 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4223501.500000 Penalty: 5381.732910
	Iteration 3Q: 3 clusters Score -4223502 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4224527.500000 Penalty: 5381.732910
	Iteration 4Q: 3 clusters Score -4224528 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4225996.500000 Penalty: 5381.732910
	Iteration 5Q: 3 clusters Score -4225996 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4227962.500000 Penalty: 5381.732910
	Iteration 6F: 3 clusters Score -4227962 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4230476.500000 Penalty: 5381.732910
	Iteration 7F: 3 clusters Score -4230476 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4233380.500000 Penalty: 5381.732910
	Iteration 8F: 3 clusters Score -4233380 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4236068.500000 Penalty: 5381.732910
	Iteration 9F: 3 clusters Score -4236068 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4238198.500000 Penalty: 5381.732910
	Iteration 10Q: 3 clusters Score -4238198 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4239633.500000 Penalty: 5381.732910
	Iteration 11Q: 3 clusters Score -4239634 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4240427.500000 Penalty: 5381.732910
	Iteration 12Q: 3 clusters Score -4240428 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4240794.500000 Penalty: 5381.732910
	Iteration 13Q: 3 clusters Score -4240794 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4241002.500000 Penalty: 5381.732910
	Iteration 14Q: 3 clusters Score -4241002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4241113.000000 Penalty: 5381.732910
	Iteration 15Q: 3 clusters Score -4241113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4241203.500000 Penalty: 5381.732910
	Iteration 16Q: 3 clusters Score -4241204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4241247.000000 Penalty: 5381.732910
	Iteration 17Q: 3 clusters Score -4241247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4241266.500000 Penalty: 5381.732910
	Iteration 18Q: 3 clusters Score -4241266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4241267.500000 Penalty: 5381.732910
	Iteration 19Q: 3 clusters Score -4241268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4241276.500000 Penalty: 5381.732910
	Iteration 20F: 3 clusters Score -4241276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4241281.500000 Penalty: 5381.732910
	Iteration 21Q: 3 clusters Score -4241282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4241284.500000 Penalty: 5381.732910
	Iteration 22Q: 3 clusters Score -4241284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4241288.000000 Penalty: 5381.732910
	Iteration 23Q: 3 clusters Score -4241288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4241291.000000 Penalty: 5381.732910
	Iteration 24Q: 3 clusters Score -4241291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4241293.500000 Penalty: 5381.732910
	Iteration 25Q: 3 clusters Score -4241294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4241293.500000 Penalty: 5381.732910
	Iteration 26F: 3 clusters Score -4241294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Entering Unmasked Estep 
Score: -1420214.375000 Penalty: 2428.830811
	Iteration 0F: 2 clusters Score -1420214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1407529.750000 Penalty: 4857.661621
	Iteration 0F: 3 clusters Score -1407530 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1411677.750000 Penalty: 4857.661621
	Iteration 1F: 3 clusters Score -1411678 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1412093.125000 Penalty: 4857.661621
	Iteration 2F: 3 clusters Score -1412093 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1412437.625000 Penalty: 4857.661621
	Iteration 3Q: 3 clusters Score -1412438 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1412812.125000 Penalty: 4857.661621
	Iteration 4Q: 3 clusters Score -1412812 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1413299.125000 Penalty: 4857.661621
	Iteration 5Q: 3 clusters Score -1413299 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1413800.000000 Penalty: 4857.661621
	Iteration 6Q: 3 clusters Score -1413800 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1414308.375000 Penalty: 4857.661621
	Iteration 7Q: 3 clusters Score -1414308 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1414858.625000 Penalty: 4857.661621
	Iteration 8Q: 3 clusters Score -1414859 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1415381.625000 Penalty: 4857.661621
	Iteration 9Q: 3 clusters Score -1415382 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1415922.250000 Penalty: 4857.661621
	Iteration 10Q: 3 clusters Score -1415922 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1416441.875000 Penalty: 4857.661621
	Iteration 11Q: 3 clusters Score -1416442 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1416803.000000 Penalty: 4857.661621
	Iteration 12Q: 3 clusters Score -1416803 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1417075.750000 Penalty: 4857.661621
	Iteration 13Q: 3 clusters Score -1417076 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1417304.250000 Penalty: 4857.661621
	Iteration 14Q: 3 clusters Score -1417304 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1417569.500000 Penalty: 4857.661621
	Iteration 15Q: 3 clusters Score -1417570 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1417807.250000 Penalty: 4857.661621
	Iteration 16Q: 3 clusters Score -1417807 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1418022.000000 Penalty: 4857.661621
	Iteration 17Q: 3 clusters Score -1418022 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1418172.250000 Penalty: 4857.661621
	Iteration 18Q: 3 clusters Score -1418172 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1418251.250000 Penalty: 4857.661621
	Iteration 19Q: 3 clusters Score -1418251 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1418306.875000 Penalty: 4857.661621
	Iteration 20F: 3 clusters Score -1418307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1418339.500000 Penalty: 4857.661621
	Iteration 21Q: 3 clusters Score -1418340 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1418359.875000 Penalty: 4857.661621
	Iteration 22Q: 3 clusters Score -1418360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1418375.500000 Penalty: 4857.661621
	Iteration 23Q: 3 clusters Score -1418376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1418392.125000 Penalty: 4857.661621
	Iteration 24Q: 3 clusters Score -1418392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1418413.500000 Penalty: 4857.661621
	Iteration 25Q: 3 clusters Score -1418414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1418436.625000 Penalty: 4857.661621
	Iteration 26Q: 3 clusters Score -1418437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1418446.375000 Penalty: 4857.661621
	Iteration 27Q: 3 clusters Score -1418446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1418468.500000 Penalty: 4857.661621
	Iteration 28Q: 3 clusters Score -1418468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1418485.625000 Penalty: 4857.661621
	Iteration 29Q: 3 clusters Score -1418486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1418501.875000 Penalty: 4857.661621
	Iteration 30Q: 3 clusters Score -1418502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1418506.750000 Penalty: 4857.661621
	Iteration 31Q: 3 clusters Score -1418507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1418528.625000 Penalty: 4857.661621
	Iteration 32Q: 3 clusters Score -1418529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1418544.500000 Penalty: 4857.661621
	Iteration 33Q: 3 clusters Score -1418544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1418555.000000 Penalty: 4857.661621
	Iteration 34Q: 3 clusters Score -1418555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1418567.625000 Penalty: 4857.661621
	Iteration 35Q: 3 clusters Score -1418568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1418584.250000 Penalty: 4857.661621
	Iteration 36Q: 3 clusters Score -1418584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1418599.875000 Penalty: 4857.661621
	Iteration 37Q: 3 clusters Score -1418600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1418613.375000 Penalty: 4857.661621
	Iteration 38Q: 3 clusters Score -1418613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1418624.500000 Penalty: 4857.661621
	Iteration 39Q: 3 clusters Score -1418624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1418635.250000 Penalty: 4857.661621
	Iteration 40F: 3 clusters Score -1418635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1418648.250000 Penalty: 4857.661621
	Iteration 41Q: 3 clusters Score -1418648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1418655.875000 Penalty: 4857.661621
	Iteration 42Q: 3 clusters Score -1418656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1418661.375000 Penalty: 4857.661621
	Iteration 43Q: 3 clusters Score -1418661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1418672.250000 Penalty: 4857.661621
	Iteration 44Q: 3 clusters Score -1418672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1418681.750000 Penalty: 4857.661621
	Iteration 45Q: 3 clusters Score -1418682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1418690.625000 Penalty: 4857.661621
	Iteration 46Q: 3 clusters Score -1418691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1418694.125000 Penalty: 4857.661621
	Iteration 47Q: 3 clusters Score -1418694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1418699.625000 Penalty: 4857.661621
	Iteration 48Q: 3 clusters Score -1418700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1418708.000000 Penalty: 4857.661621
	Iteration 49Q: 3 clusters Score -1418708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1418710.250000 Penalty: 4857.661621
	Iteration 50Q: 3 clusters Score -1418710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1418714.125000 Penalty: 4857.661621
	Iteration 51Q: 3 clusters Score -1418714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1418722.750000 Penalty: 4857.661621
	Iteration 52Q: 3 clusters Score -1418723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1418725.875000 Penalty: 4857.661621
	Iteration 53Q: 3 clusters Score -1418726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1418736.875000 Penalty: 4857.661621
	Iteration 54Q: 3 clusters Score -1418737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1418739.375000 Penalty: 4857.661621
	Iteration 55Q: 3 clusters Score -1418739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1418746.250000 Penalty: 4857.661621
	Iteration 56Q: 3 clusters Score -1418746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1418749.250000 Penalty: 4857.661621
	Iteration 57Q: 3 clusters Score -1418749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1418750.000000 Penalty: 4857.661621
	Iteration 58Q: 3 clusters Score -1418750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1418759.500000 Penalty: 4857.661621
	Iteration 59Q: 3 clusters Score -1418760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1418758.625000 Penalty: 4857.661621
	Iteration 60F: 3 clusters Score -1418759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1418764.000000 Penalty: 4857.661621
	Iteration 61Q: 3 clusters Score -1418764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1418763.250000 Penalty: 4857.661621
	Iteration 62Q: 3 clusters Score -1418763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1418772.250000 Penalty: 4857.661621
	Iteration 63Q: 3 clusters Score -1418772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1418773.000000 Penalty: 4857.661621
	Iteration 64Q: 3 clusters Score -1418773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1418774.375000 Penalty: 4857.661621
	Iteration 65Q: 3 clusters Score -1418774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1418774.750000 Penalty: 4857.661621
	Iteration 66Q: 3 clusters Score -1418775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1418772.875000 Penalty: 4857.661621
	Iteration 67Q: 3 clusters Score -1418773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1418781.250000 Penalty: 4857.661621
	Iteration 68Q: 3 clusters Score -1418781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1418779.000000 Penalty: 4857.661621
	Iteration 69Q: 3 clusters Score -1418779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1418782.625000 Penalty: 4857.661621
	Iteration 70Q: 3 clusters Score -1418783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1418786.250000 Penalty: 4857.661621
	Iteration 71Q: 3 clusters Score -1418786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1418788.625000 Penalty: 4857.661621
	Iteration 72Q: 3 clusters Score -1418789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1418789.000000 Penalty: 4857.661621
	Iteration 73Q: 3 clusters Score -1418789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1418790.625000 Penalty: 4857.661621
	Iteration 74Q: 3 clusters Score -1418791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1418792.750000 Penalty: 4857.661621
	Iteration 75Q: 3 clusters Score -1418793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1418790.625000 Penalty: 4857.661621
	Iteration 76Q: 3 clusters Score -1418791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1418797.375000 Penalty: 4857.661621
	Iteration 77Q: 3 clusters Score -1418797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1418796.875000 Penalty: 4857.661621
	Iteration 78Q: 3 clusters Score -1418797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1418797.250000 Penalty: 4857.661621
	Iteration 79Q: 3 clusters Score -1418797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1418796.875000 Penalty: 4857.661621
	Iteration 80F: 3 clusters Score -1418797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1418800.000000 Penalty: 4857.661621
	Iteration 81Q: 3 clusters Score -1418800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1418802.125000 Penalty: 4857.661621
	Iteration 82Q: 3 clusters Score -1418802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1418798.750000 Penalty: 4857.661621
	Iteration 83Q: 3 clusters Score -1418799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1418802.875000 Penalty: 4857.661621
	Iteration 84Q: 3 clusters Score -1418803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1418801.375000 Penalty: 4857.661621
	Iteration 85Q: 3 clusters Score -1418801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1418800.250000 Penalty: 4857.661621
	Iteration 86Q: 3 clusters Score -1418800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1418799.375000 Penalty: 4857.661621
	Iteration 87Q: 3 clusters Score -1418799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1418799.875000 Penalty: 4857.661621
	Iteration 88Q: 3 clusters Score -1418800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1418804.000000 Penalty: 4857.661621
	Iteration 89Q: 3 clusters Score -1418804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1418803.375000 Penalty: 4857.661621
	Iteration 90Q: 3 clusters Score -1418803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1418803.375000 Penalty: 4857.661621
	Iteration 91Q: 3 clusters Score -1418803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1418805.000000 Penalty: 4857.661621
	Iteration 92Q: 3 clusters Score -1418805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1418807.000000 Penalty: 4857.661621
	Iteration 93Q: 3 clusters Score -1418807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1418807.000000 Penalty: 4857.661621
	Iteration 94F: 3 clusters Score -1418807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -616360.312500 Penalty: 2221.718018
	Iteration 0F: 2 clusters Score -616360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -610109.937500 Penalty: 4443.436035
	Iteration 0F: 3 clusters Score -610109.9 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -611752.500000 Penalty: 4443.436035
	Iteration 1F: 3 clusters Score -611752.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -612054.562500 Penalty: 4443.436035
	Iteration 2F: 3 clusters Score -612054.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -612288.000000 Penalty: 4443.436035
	Iteration 3F: 3 clusters Score -612288 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -612496.625000 Penalty: 4443.436035
	Iteration 4Q: 3 clusters Score -612496.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -612748.562500 Penalty: 4443.436035
	Iteration 5Q: 3 clusters Score -612748.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -613023.875000 Penalty: 4443.436035
	Iteration 6F: 3 clusters Score -613023.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -613326.562500 Penalty: 4443.436035
	Iteration 7F: 3 clusters Score -613326.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -613610.437500 Penalty: 4443.436035
	Iteration 8Q: 3 clusters Score -613610.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -613857.062500 Penalty: 4443.436035
	Iteration 9Q: 3 clusters Score -613857.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -614054.312500 Penalty: 4443.436035
	Iteration 10Q: 3 clusters Score -614054.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -614202.000000 Penalty: 4443.436035
	Iteration 11Q: 3 clusters Score -614202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -614310.500000 Penalty: 4443.436035
	Iteration 12Q: 3 clusters Score -614310.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -614391.125000 Penalty: 4443.436035
	Iteration 13Q: 3 clusters Score -614391.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -614453.875000 Penalty: 4443.436035
	Iteration 14Q: 3 clusters Score -614453.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -614505.750000 Penalty: 4443.436035
	Iteration 15Q: 3 clusters Score -614505.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -614544.187500 Penalty: 4443.436035
	Iteration 16Q: 3 clusters Score -614544.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -614572.875000 Penalty: 4443.436035
	Iteration 17Q: 3 clusters Score -614572.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -614599.875000 Penalty: 4443.436035
	Iteration 18Q: 3 clusters Score -614599.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -614617.750000 Penalty: 4443.436035
	Iteration 19Q: 3 clusters Score -614617.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -614628.625000 Penalty: 4443.436035
	Iteration 20F: 3 clusters Score -614628.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -614636.937500 Penalty: 4443.436035
	Iteration 21Q: 3 clusters Score -614636.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -614647.500000 Penalty: 4443.436035
	Iteration 22Q: 3 clusters Score -614647.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -614662.375000 Penalty: 4443.436035
	Iteration 23Q: 3 clusters Score -614662.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -614673.125000 Penalty: 4443.436035
	Iteration 24Q: 3 clusters Score -614673.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -614686.187500 Penalty: 4443.436035
	Iteration 25Q: 3 clusters Score -614686.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -614694.625000 Penalty: 4443.436035
	Iteration 26Q: 3 clusters Score -614694.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -614700.875000 Penalty: 4443.436035
	Iteration 27Q: 3 clusters Score -614700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -614705.187500 Penalty: 4443.436035
	Iteration 28Q: 3 clusters Score -614705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -614708.937500 Penalty: 4443.436035
	Iteration 29Q: 3 clusters Score -614708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -614709.687500 Penalty: 4443.436035
	Iteration 30Q: 3 clusters Score -614709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -614711.187500 Penalty: 4443.436035
	Iteration 31Q: 3 clusters Score -614711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -614711.125000 Penalty: 4443.436035
	Iteration 32Q: 3 clusters Score -614711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -614714.250000 Penalty: 4443.436035
	Iteration 33Q: 3 clusters Score -614714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -614714.250000 Penalty: 4443.436035
	Iteration 34Q: 3 clusters Score -614714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -614714.250000 Penalty: 4443.436035
	Iteration 35F: 3 clusters Score -614714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Entering Unmasked Estep 
Score: -13124803.000000 Penalty: 2973.422607
	Iteration 0F: 2 clusters Score -1.31248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -13017145.000000 Penalty: 5946.845215
	Iteration 0F: 3 clusters Score -1.301714e+07 nChanged 77085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -13061559.000000 Penalty: 5946.845215
	Iteration 1F: 3 clusters Score -1.306156e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -13062357.000000 Penalty: 5946.845215
	Iteration 2Q: 3 clusters Score -1.306236e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 76018 members 
Entering Unmasked Estep 
Score: -13063217.000000 Penalty: 5946.845215
	Iteration 3Q: 3 clusters Score -1.306322e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -13064220.000000 Penalty: 5946.845215
	Iteration 4Q: 3 clusters Score -1.306422e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -13065714.000000 Penalty: 5946.845215
	Iteration 5Q: 3 clusters Score -1.306571e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -13068279.000000 Penalty: 5946.845215
	Iteration 6Q: 3 clusters Score -1.306828e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -13072756.000000 Penalty: 5946.845215
	Iteration 7F: 3 clusters Score -1.307276e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -13080272.000000 Penalty: 5946.845215
	Iteration 8F: 3 clusters Score -1.308027e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -13090933.000000 Penalty: 5946.845215
	Iteration 9F: 3 clusters Score -1.309093e+07 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136941 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -13101914.000000 Penalty: 5946.845215
	Iteration 10F: 3 clusters Score -1.310191e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -13110924.000000 Penalty: 5946.845215
	Iteration 11F: 3 clusters Score -1.311092e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -13116335.000000 Penalty: 5946.845215
	Iteration 12Q: 3 clusters Score -1.311634e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -13119114.000000 Penalty: 5946.845215
	Iteration 13Q: 3 clusters Score -1.311911e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155662 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -13120445.000000 Penalty: 5946.845215
	Iteration 14Q: 3 clusters Score -1.312044e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -13121178.000000 Penalty: 5946.845215
	Iteration 15Q: 3 clusters Score -1.312118e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -13121584.000000 Penalty: 5946.845215
	Iteration 16Q: 3 clusters Score -1.312158e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157605 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -13121861.000000 Penalty: 5946.845215
	Iteration 17Q: 3 clusters Score -1.312186e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -13122035.000000 Penalty: 5946.845215
	Iteration 18Q: 3 clusters Score -1.312204e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13122102.000000 Penalty: 5946.845215
	Iteration 19Q: 3 clusters Score -1.31221e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158457 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13122142.000000 Penalty: 5946.845215
	Iteration 20F: 3 clusters Score -1.312214e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -13122170.000000 Penalty: 5946.845215
	Iteration 21Q: 3 clusters Score -1.312217e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13122252.000000 Penalty: 5946.845215
	Iteration 22Q: 3 clusters Score -1.312225e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158878 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -13122313.000000 Penalty: 5946.845215
	Iteration 23Q: 3 clusters Score -1.312231e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158998 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -13122356.000000 Penalty: 5946.845215
	Iteration 24Q: 3 clusters Score -1.312236e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13122388.000000 Penalty: 5946.845215
	Iteration 25Q: 3 clusters Score -1.312239e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -13122421.000000 Penalty: 5946.845215
	Iteration 26Q: 3 clusters Score -1.312242e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159259 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -13122403.000000 Penalty: 5946.845215
	Iteration 27Q: 3 clusters Score -1.31224e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -13122421.000000 Penalty: 5946.845215
	Iteration 28Q: 3 clusters Score -1.312242e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13122426.000000 Penalty: 5946.845215
	Iteration 29Q: 3 clusters Score -1.312243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -13122436.000000 Penalty: 5946.845215
	Iteration 30Q: 3 clusters Score -1.312244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13122442.000000 Penalty: 5946.845215
	Iteration 31Q: 3 clusters Score -1.312244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159416 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -13122431.000000 Penalty: 5946.845215
	Iteration 32Q: 3 clusters Score -1.312243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -13122433.000000 Penalty: 5946.845215
	Iteration 33Q: 3 clusters Score -1.312243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159447 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13122434.000000 Penalty: 5946.845215
	Iteration 34Q: 3 clusters Score -1.312243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159457 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13122431.000000 Penalty: 5946.845215
	Iteration 35Q: 3 clusters Score -1.312243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13122447.000000 Penalty: 5946.845215
	Iteration 36Q: 3 clusters Score -1.312245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13122435.000000 Penalty: 5946.845215
	Iteration 37Q: 3 clusters Score -1.312244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13122434.000000 Penalty: 5946.845215
	Iteration 38Q: 3 clusters Score -1.312243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -13122443.000000 Penalty: 5946.845215
	Iteration 39Q: 3 clusters Score -1.312244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -13122447.000000 Penalty: 5946.845215
	Iteration 40F: 3 clusters Score -1.312245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159490 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13122458.000000 Penalty: 5946.845215
	Iteration 41Q: 3 clusters Score -1.312246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13122456.000000 Penalty: 5946.845215
	Iteration 42Q: 3 clusters Score -1.312246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159500 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13122449.000000 Penalty: 5946.845215
	Iteration 43Q: 3 clusters Score -1.312245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13122457.000000 Penalty: 5946.845215
	Iteration 44Q: 3 clusters Score -1.312246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -13122450.000000 Penalty: 5946.845215
	Iteration 45Q: 3 clusters Score -1.312245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -13122456.000000 Penalty: 5946.845215
	Iteration 46Q: 3 clusters Score -1.312246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13122444.000000 Penalty: 5946.845215
	Iteration 47Q: 3 clusters Score -1.312244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13122448.000000 Penalty: 5946.845215
	Iteration 48Q: 3 clusters Score -1.312245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -13122442.000000 Penalty: 5946.845215
	Iteration 49Q: 3 clusters Score -1.312244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13122438.000000 Penalty: 5946.845215
	Iteration 50Q: 3 clusters Score -1.312244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13122444.000000 Penalty: 5946.845215
	Iteration 51Q: 3 clusters Score -1.312244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159534 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13122442.000000 Penalty: 5946.845215
	Iteration 52Q: 3 clusters Score -1.312244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159538 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13122438.000000 Penalty: 5946.845215
	Iteration 53Q: 3 clusters Score -1.312244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159541 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13122438.000000 Penalty: 5946.845215
	Iteration 54Q: 3 clusters Score -1.312244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13122439.000000 Penalty: 5946.845215
	Iteration 55Q: 3 clusters Score -1.312244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13122439.000000 Penalty: 5946.845215
	Iteration 56F: 3 clusters Score -1.312244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -106518.218750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -106518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -104249.078125 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -104249.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104596.851562 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -104596.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104693.601562 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -104693.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -104752.992188 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -104753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104786.703125 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -104786.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104818.382812 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -104818.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -104843.976562 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -104844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104857.867188 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -104857.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -104882.890625 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -104882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -104930.609375 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -104930.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -104969.953125 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -104970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104990.437500 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -104990.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105006.781250 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -105006.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105016.125000 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -105016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105021.500000 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -105021.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -105027.960938 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -105028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105030.750000 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -105030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105037.953125 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -105038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -105038.585938 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -105038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -105038.585938 Penalty: 3608.141846
	Iteration 19F: 3 clusters Score -105038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -273685.781250 Penalty: 2071.082520
	Iteration 0F: 2 clusters Score -273685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -269700.937500 Penalty: 4142.165039
	Iteration 0F: 3 clusters Score -269700.9 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -270737.125000 Penalty: 4142.165039
	Iteration 1F: 3 clusters Score -270737.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -271036.906250 Penalty: 4142.165039
	Iteration 2F: 3 clusters Score -271036.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -271232.375000 Penalty: 4142.165039
	Iteration 3F: 3 clusters Score -271232.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -271384.875000 Penalty: 4142.165039
	Iteration 4Q: 3 clusters Score -271384.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -271501.437500 Penalty: 4142.165039
	Iteration 5Q: 3 clusters Score -271501.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -271589.250000 Penalty: 4142.165039
	Iteration 6Q: 3 clusters Score -271589.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -271669.750000 Penalty: 4142.165039
	Iteration 7Q: 3 clusters Score -271669.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -271741.812500 Penalty: 4142.165039
	Iteration 8Q: 3 clusters Score -271741.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -271814.093750 Penalty: 4142.165039
	Iteration 9Q: 3 clusters Score -271814.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -271871.250000 Penalty: 4142.165039
	Iteration 10Q: 3 clusters Score -271871.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -271932.750000 Penalty: 4142.165039
	Iteration 11Q: 3 clusters Score -271932.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -271986.781250 Penalty: 4142.165039
	Iteration 12Q: 3 clusters Score -271986.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -272030.375000 Penalty: 4142.165039
	Iteration 13Q: 3 clusters Score -272030.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -272061.906250 Penalty: 4142.165039
	Iteration 14Q: 3 clusters Score -272061.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -272091.968750 Penalty: 4142.165039
	Iteration 15Q: 3 clusters Score -272092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -272122.562500 Penalty: 4142.165039
	Iteration 16Q: 3 clusters Score -272122.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -272139.031250 Penalty: 4142.165039
	Iteration 17Q: 3 clusters Score -272139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -272154.656250 Penalty: 4142.165039
	Iteration 18Q: 3 clusters Score -272154.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -272168.468750 Penalty: 4142.165039
	Iteration 19Q: 3 clusters Score -272168.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -272186.718750 Penalty: 4142.165039
	Iteration 20F: 3 clusters Score -272186.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -272206.000000 Penalty: 4142.165039
	Iteration 21Q: 3 clusters Score -272206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -272222.968750 Penalty: 4142.165039
	Iteration 22Q: 3 clusters Score -272223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -272241.562500 Penalty: 4142.165039
	Iteration 23Q: 3 clusters Score -272241.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -272274.218750 Penalty: 4142.165039
	Iteration 24Q: 3 clusters Score -272274.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -272319.250000 Penalty: 4142.165039
	Iteration 25Q: 3 clusters Score -272319.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -272366.906250 Penalty: 4142.165039
	Iteration 26Q: 3 clusters Score -272366.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -272400.031250 Penalty: 4142.165039
	Iteration 27Q: 3 clusters Score -272400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -272436.062500 Penalty: 4142.165039
	Iteration 28Q: 3 clusters Score -272436.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -272470.093750 Penalty: 4142.165039
	Iteration 29Q: 3 clusters Score -272470.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -272510.343750 Penalty: 4142.165039
	Iteration 30Q: 3 clusters Score -272510.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -272536.000000 Penalty: 4142.165039
	Iteration 31Q: 3 clusters Score -272536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -272554.781250 Penalty: 4142.165039
	Iteration 32Q: 3 clusters Score -272554.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -272568.500000 Penalty: 4142.165039
	Iteration 33Q: 3 clusters Score -272568.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -272578.031250 Penalty: 4142.165039
	Iteration 34Q: 3 clusters Score -272578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -272584.718750 Penalty: 4142.165039
	Iteration 35Q: 3 clusters Score -272584.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -272591.843750 Penalty: 4142.165039
	Iteration 36Q: 3 clusters Score -272591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -272596.937500 Penalty: 4142.165039
	Iteration 37Q: 3 clusters Score -272596.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -272600.781250 Penalty: 4142.165039
	Iteration 38Q: 3 clusters Score -272600.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -272608.500000 Penalty: 4142.165039
	Iteration 39Q: 3 clusters Score -272608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -272612.187500 Penalty: 4142.165039
	Iteration 40F: 3 clusters Score -272612.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -272614.250000 Penalty: 4142.165039
	Iteration 41Q: 3 clusters Score -272614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -272616.531250 Penalty: 4142.165039
	Iteration 42Q: 3 clusters Score -272616.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -272617.718750 Penalty: 4142.165039
	Iteration 43Q: 3 clusters Score -272617.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -272619.375000 Penalty: 4142.165039
	Iteration 44Q: 3 clusters Score -272619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -272621.375000 Penalty: 4142.165039
	Iteration 45Q: 3 clusters Score -272621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -272625.343750 Penalty: 4142.165039
	Iteration 46Q: 3 clusters Score -272625.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -272629.812500 Penalty: 4142.165039
	Iteration 47Q: 3 clusters Score -272629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -272632.718750 Penalty: 4142.165039
	Iteration 48Q: 3 clusters Score -272632.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -272635.781250 Penalty: 4142.165039
	Iteration 49Q: 3 clusters Score -272635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -272639.125000 Penalty: 4142.165039
	Iteration 50Q: 3 clusters Score -272639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -272642.062500 Penalty: 4142.165039
	Iteration 51Q: 3 clusters Score -272642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -272642.843750 Penalty: 4142.165039
	Iteration 52Q: 3 clusters Score -272642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -272643.531250 Penalty: 4142.165039
	Iteration 53Q: 3 clusters Score -272643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -272643.500000 Penalty: 4142.165039
	Iteration 54Q: 3 clusters Score -272643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -272644.343750 Penalty: 4142.165039
	Iteration 55Q: 3 clusters Score -272644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -272645.531250 Penalty: 4142.165039
	Iteration 56Q: 3 clusters Score -272645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -272646.593750 Penalty: 4142.165039
	Iteration 57Q: 3 clusters Score -272646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -272647.937500 Penalty: 4142.165039
	Iteration 58Q: 3 clusters Score -272647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -272648.687500 Penalty: 4142.165039
	Iteration 59Q: 3 clusters Score -272648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -272649.406250 Penalty: 4142.165039
	Iteration 60F: 3 clusters Score -272649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -272649.468750 Penalty: 4142.165039
	Iteration 61Q: 3 clusters Score -272649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -272649.625000 Penalty: 4142.165039
	Iteration 62Q: 3 clusters Score -272649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -272650.281250 Penalty: 4142.165039
	Iteration 63Q: 3 clusters Score -272650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -272650.281250 Penalty: 4142.165039
	Iteration 64F: 3 clusters Score -272650.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Entering Unmasked Estep 
Score: -2298761.000000 Penalty: 2547.003906
	Iteration 0F: 2 clusters Score -2298761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2278943.500000 Penalty: 5094.007812
	Iteration 0F: 3 clusters Score -2278944 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2286115.500000 Penalty: 5094.007812
	Iteration 1F: 3 clusters Score -2286116 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2286687.750000 Penalty: 5094.007812
	Iteration 2F: 3 clusters Score -2286688 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2287377.250000 Penalty: 5094.007812
	Iteration 3F: 3 clusters Score -2287377 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2288156.500000 Penalty: 5094.007812
	Iteration 4F: 3 clusters Score -2288156 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2289005.250000 Penalty: 5094.007812
	Iteration 5F: 3 clusters Score -2289005 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2289993.500000 Penalty: 5094.007812
	Iteration 6F: 3 clusters Score -2289994 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2290902.750000 Penalty: 5094.007812
	Iteration 7F: 3 clusters Score -2290903 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2291632.500000 Penalty: 5094.007812
	Iteration 8F: 3 clusters Score -2291632 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2292159.250000 Penalty: 5094.007812
	Iteration 9Q: 3 clusters Score -2292159 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2292564.500000 Penalty: 5094.007812
	Iteration 10Q: 3 clusters Score -2292564 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2292925.250000 Penalty: 5094.007812
	Iteration 11Q: 3 clusters Score -2292925 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2293215.500000 Penalty: 5094.007812
	Iteration 12Q: 3 clusters Score -2293216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2293421.500000 Penalty: 5094.007812
	Iteration 13Q: 3 clusters Score -2293422 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2293551.250000 Penalty: 5094.007812
	Iteration 14Q: 3 clusters Score -2293551 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2293647.250000 Penalty: 5094.007812
	Iteration 15Q: 3 clusters Score -2293647 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2293727.250000 Penalty: 5094.007812
	Iteration 16Q: 3 clusters Score -2293727 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2293798.000000 Penalty: 5094.007812
	Iteration 17Q: 3 clusters Score -2293798 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2293849.500000 Penalty: 5094.007812
	Iteration 18Q: 3 clusters Score -2293850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2293884.500000 Penalty: 5094.007812
	Iteration 19Q: 3 clusters Score -2293884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2293905.250000 Penalty: 5094.007812
	Iteration 20F: 3 clusters Score -2293905 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2293946.500000 Penalty: 5094.007812
	Iteration 21Q: 3 clusters Score -2293946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2293979.750000 Penalty: 5094.007812
	Iteration 22Q: 3 clusters Score -2293980 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2294021.750000 Penalty: 5094.007812
	Iteration 23Q: 3 clusters Score -2294022 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2294036.500000 Penalty: 5094.007812
	Iteration 24Q: 3 clusters Score -2294036 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2294076.500000 Penalty: 5094.007812
	Iteration 25Q: 3 clusters Score -2294076 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2294118.500000 Penalty: 5094.007812
	Iteration 26Q: 3 clusters Score -2294118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2294160.750000 Penalty: 5094.007812
	Iteration 27Q: 3 clusters Score -2294161 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2294200.750000 Penalty: 5094.007812
	Iteration 28Q: 3 clusters Score -2294201 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2294258.250000 Penalty: 5094.007812
	Iteration 29Q: 3 clusters Score -2294258 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2294324.750000 Penalty: 5094.007812
	Iteration 30Q: 3 clusters Score -2294325 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2294397.250000 Penalty: 5094.007812
	Iteration 31Q: 3 clusters Score -2294397 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2294458.000000 Penalty: 5094.007812
	Iteration 32Q: 3 clusters Score -2294458 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2294534.750000 Penalty: 5094.007812
	Iteration 33Q: 3 clusters Score -2294535 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2294596.000000 Penalty: 5094.007812
	Iteration 34Q: 3 clusters Score -2294596 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2294673.500000 Penalty: 5094.007812
	Iteration 35Q: 3 clusters Score -2294674 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2294754.250000 Penalty: 5094.007812
	Iteration 36Q: 3 clusters Score -2294754 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2294814.750000 Penalty: 5094.007812
	Iteration 37Q: 3 clusters Score -2294815 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2294898.500000 Penalty: 5094.007812
	Iteration 38Q: 3 clusters Score -2294898 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2294968.000000 Penalty: 5094.007812
	Iteration 39Q: 3 clusters Score -2294968 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2295026.250000 Penalty: 5094.007812
	Iteration 40F: 3 clusters Score -2295026 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2295103.250000 Penalty: 5094.007812
	Iteration 41Q: 3 clusters Score -2295103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2295183.750000 Penalty: 5094.007812
	Iteration 42Q: 3 clusters Score -2295184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -2295278.500000 Penalty: 5094.007812
	Iteration 43Q: 3 clusters Score -2295278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2295362.000000 Penalty: 5094.007812
	Iteration 44Q: 3 clusters Score -2295362 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2295469.500000 Penalty: 5094.007812
	Iteration 45Q: 3 clusters Score -2295470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2295603.250000 Penalty: 5094.007812
	Iteration 46Q: 3 clusters Score -2295603 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -2295738.750000 Penalty: 5094.007812
	Iteration 47Q: 3 clusters Score -2295739 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2295859.250000 Penalty: 5094.007812
	Iteration 48Q: 3 clusters Score -2295859 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2295959.000000 Penalty: 5094.007812
	Iteration 49Q: 3 clusters Score -2295959 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2296039.000000 Penalty: 5094.007812
	Iteration 50Q: 3 clusters Score -2296039 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2296119.750000 Penalty: 5094.007812
	Iteration 51Q: 3 clusters Score -2296120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -2296215.250000 Penalty: 5094.007812
	Iteration 52Q: 3 clusters Score -2296215 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2296282.000000 Penalty: 5094.007812
	Iteration 53Q: 3 clusters Score -2296282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -2296335.750000 Penalty: 5094.007812
	Iteration 54Q: 3 clusters Score -2296336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -2296371.750000 Penalty: 5094.007812
	Iteration 55Q: 3 clusters Score -2296372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -2296429.750000 Penalty: 5094.007812
	Iteration 56Q: 3 clusters Score -2296430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -2296465.500000 Penalty: 5094.007812
	Iteration 57Q: 3 clusters Score -2296466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -2296491.000000 Penalty: 5094.007812
	Iteration 58Q: 3 clusters Score -2296491 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2296527.250000 Penalty: 5094.007812
	Iteration 59Q: 3 clusters Score -2296527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2296538.750000 Penalty: 5094.007812
	Iteration 60F: 3 clusters Score -2296539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2296558.000000 Penalty: 5094.007812
	Iteration 61Q: 3 clusters Score -2296558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2296567.750000 Penalty: 5094.007812
	Iteration 62Q: 3 clusters Score -2296568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -2296588.250000 Penalty: 5094.007812
	Iteration 63Q: 3 clusters Score -2296588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2296597.500000 Penalty: 5094.007812
	Iteration 64Q: 3 clusters Score -2296598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2296608.000000 Penalty: 5094.007812
	Iteration 65Q: 3 clusters Score -2296608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -2296617.750000 Penalty: 5094.007812
	Iteration 66Q: 3 clusters Score -2296618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -2296625.750000 Penalty: 5094.007812
	Iteration 67Q: 3 clusters Score -2296626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -2296634.500000 Penalty: 5094.007812
	Iteration 68Q: 3 clusters Score -2296634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2296643.500000 Penalty: 5094.007812
	Iteration 69Q: 3 clusters Score -2296644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2296643.500000 Penalty: 5094.007812
	Iteration 70Q: 3 clusters Score -2296644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2296660.250000 Penalty: 5094.007812
	Iteration 71Q: 3 clusters Score -2296660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2296680.500000 Penalty: 5094.007812
	Iteration 72Q: 3 clusters Score -2296680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2296683.500000 Penalty: 5094.007812
	Iteration 73Q: 3 clusters Score -2296684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2296696.000000 Penalty: 5094.007812
	Iteration 74Q: 3 clusters Score -2296696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2296700.250000 Penalty: 5094.007812
	Iteration 75Q: 3 clusters Score -2296700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -2296702.000000 Penalty: 5094.007812
	Iteration 76Q: 3 clusters Score -2296702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -2296711.250000 Penalty: 5094.007812
	Iteration 77Q: 3 clusters Score -2296711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -2296715.500000 Penalty: 5094.007812
	Iteration 78Q: 3 clusters Score -2296716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2296719.500000 Penalty: 5094.007812
	Iteration 79Q: 3 clusters Score -2296720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2296723.250000 Penalty: 5094.007812
	Iteration 80F: 3 clusters Score -2296723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2296723.750000 Penalty: 5094.007812
	Iteration 81Q: 3 clusters Score -2296724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -2296726.250000 Penalty: 5094.007812
	Iteration 82Q: 3 clusters Score -2296726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2296728.250000 Penalty: 5094.007812
	Iteration 83Q: 3 clusters Score -2296728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -2296729.250000 Penalty: 5094.007812
	Iteration 84Q: 3 clusters Score -2296729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -2296733.500000 Penalty: 5094.007812
	Iteration 85Q: 3 clusters Score -2296734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -2296731.000000 Penalty: 5094.007812
	Iteration 86Q: 3 clusters Score -2296731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2296732.000000 Penalty: 5094.007812
	Iteration 87Q: 3 clusters Score -2296732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -2296727.000000 Penalty: 5094.007812
	Iteration 88Q: 3 clusters Score -2296727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -2296734.000000 Penalty: 5094.007812
	Iteration 89Q: 3 clusters Score -2296734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2296736.250000 Penalty: 5094.007812
	Iteration 90Q: 3 clusters Score -2296736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -2296738.250000 Penalty: 5094.007812
	Iteration 91Q: 3 clusters Score -2296738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2296746.250000 Penalty: 5094.007812
	Iteration 92Q: 3 clusters Score -2296746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -2296744.750000 Penalty: 5094.007812
	Iteration 93Q: 3 clusters Score -2296745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -2296743.000000 Penalty: 5094.007812
	Iteration 94Q: 3 clusters Score -2296743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -2296749.250000 Penalty: 5094.007812
	Iteration 95Q: 3 clusters Score -2296749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2296746.000000 Penalty: 5094.007812
	Iteration 96Q: 3 clusters Score -2296746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -2296749.500000 Penalty: 5094.007812
	Iteration 97Q: 3 clusters Score -2296750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -2296750.250000 Penalty: 5094.007812
	Iteration 98Q: 3 clusters Score -2296750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2296748.750000 Penalty: 5094.007812
	Iteration 99Q: 3 clusters Score -2296749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -2296748.500000 Penalty: 5094.007812
	Iteration 100F: 3 clusters Score -2296748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2296750.500000 Penalty: 5094.007812
	Iteration 101Q: 3 clusters Score -2296750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2296747.250000 Penalty: 5094.007812
	Iteration 102Q: 3 clusters Score -2296747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -2296749.000000 Penalty: 5094.007812
	Iteration 103Q: 3 clusters Score -2296749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2296753.000000 Penalty: 5094.007812
	Iteration 104Q: 3 clusters Score -2296753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -2296751.750000 Penalty: 5094.007812
	Iteration 105Q: 3 clusters Score -2296752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -2296751.750000 Penalty: 5094.007812
	Iteration 106F: 3 clusters Score -2296752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Entering Unmasked Estep 
Score: -1063676.000000 Penalty: 2354.683594
	Iteration 0F: 2 clusters Score -1063676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1053865.375000 Penalty: 4709.367188
	Iteration 0F: 3 clusters Score -1053865 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1056915.750000 Penalty: 4709.367188
	Iteration 1F: 3 clusters Score -1056916 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1057258.875000 Penalty: 4709.367188
	Iteration 2F: 3 clusters Score -1057259 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1057552.750000 Penalty: 4709.367188
	Iteration 3Q: 3 clusters Score -1057553 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1057818.125000 Penalty: 4709.367188
	Iteration 4Q: 3 clusters Score -1057818 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1058118.875000 Penalty: 4709.367188
	Iteration 5Q: 3 clusters Score -1058119 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1058435.500000 Penalty: 4709.367188
	Iteration 6Q: 3 clusters Score -1058436 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1058773.250000 Penalty: 4709.367188
	Iteration 7Q: 3 clusters Score -1058773 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1059135.625000 Penalty: 4709.367188
	Iteration 8Q: 3 clusters Score -1059136 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1059548.750000 Penalty: 4709.367188
	Iteration 9Q: 3 clusters Score -1059549 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1060034.125000 Penalty: 4709.367188
	Iteration 10Q: 3 clusters Score -1060034 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1060478.000000 Penalty: 4709.367188
	Iteration 11Q: 3 clusters Score -1060478 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1060846.625000 Penalty: 4709.367188
	Iteration 12Q: 3 clusters Score -1060847 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1061075.500000 Penalty: 4709.367188
	Iteration 13Q: 3 clusters Score -1061076 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1061210.000000 Penalty: 4709.367188
	Iteration 14Q: 3 clusters Score -1061210 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1061298.250000 Penalty: 4709.367188
	Iteration 15Q: 3 clusters Score -1061298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1061350.750000 Penalty: 4709.367188
	Iteration 16Q: 3 clusters Score -1061351 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1061405.000000 Penalty: 4709.367188
	Iteration 17Q: 3 clusters Score -1061405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1061439.000000 Penalty: 4709.367188
	Iteration 18Q: 3 clusters Score -1061439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1061457.250000 Penalty: 4709.367188
	Iteration 19Q: 3 clusters Score -1061457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1061475.625000 Penalty: 4709.367188
	Iteration 20F: 3 clusters Score -1061476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1061488.000000 Penalty: 4709.367188
	Iteration 21Q: 3 clusters Score -1061488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1061502.250000 Penalty: 4709.367188
	Iteration 22Q: 3 clusters Score -1061502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1061509.875000 Penalty: 4709.367188
	Iteration 23Q: 3 clusters Score -1061510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1061520.000000 Penalty: 4709.367188
	Iteration 24Q: 3 clusters Score -1061520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1061526.750000 Penalty: 4709.367188
	Iteration 25Q: 3 clusters Score -1061527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1061539.000000 Penalty: 4709.367188
	Iteration 26Q: 3 clusters Score -1061539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1061548.750000 Penalty: 4709.367188
	Iteration 27Q: 3 clusters Score -1061549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1061555.875000 Penalty: 4709.367188
	Iteration 28Q: 3 clusters Score -1061556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1061560.625000 Penalty: 4709.367188
	Iteration 29Q: 3 clusters Score -1061561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1061565.125000 Penalty: 4709.367188
	Iteration 30Q: 3 clusters Score -1061565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1061574.250000 Penalty: 4709.367188
	Iteration 31Q: 3 clusters Score -1061574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1061577.375000 Penalty: 4709.367188
	Iteration 32Q: 3 clusters Score -1061577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1061582.375000 Penalty: 4709.367188
	Iteration 33Q: 3 clusters Score -1061582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1061588.875000 Penalty: 4709.367188
	Iteration 34Q: 3 clusters Score -1061589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1061596.125000 Penalty: 4709.367188
	Iteration 35Q: 3 clusters Score -1061596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1061601.875000 Penalty: 4709.367188
	Iteration 36Q: 3 clusters Score -1061602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1061609.000000 Penalty: 4709.367188
	Iteration 37Q: 3 clusters Score -1061609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1061612.375000 Penalty: 4709.367188
	Iteration 38Q: 3 clusters Score -1061612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1061614.125000 Penalty: 4709.367188
	Iteration 39Q: 3 clusters Score -1061614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1061616.500000 Penalty: 4709.367188
	Iteration 40F: 3 clusters Score -1061616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1061618.875000 Penalty: 4709.367188
	Iteration 41Q: 3 clusters Score -1061619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1061621.500000 Penalty: 4709.367188
	Iteration 42Q: 3 clusters Score -1061622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1061623.000000 Penalty: 4709.367188
	Iteration 43Q: 3 clusters Score -1061623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1061625.250000 Penalty: 4709.367188
	Iteration 44Q: 3 clusters Score -1061625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1061626.875000 Penalty: 4709.367188
	Iteration 45Q: 3 clusters Score -1061627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1061627.625000 Penalty: 4709.367188
	Iteration 46Q: 3 clusters Score -1061628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1061634.875000 Penalty: 4709.367188
	Iteration 47Q: 3 clusters Score -1061635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1061636.375000 Penalty: 4709.367188
	Iteration 48Q: 3 clusters Score -1061636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1061637.875000 Penalty: 4709.367188
	Iteration 49Q: 3 clusters Score -1061638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1061639.625000 Penalty: 4709.367188
	Iteration 50Q: 3 clusters Score -1061640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1061638.500000 Penalty: 4709.367188
	Iteration 51Q: 3 clusters Score -1061638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1061642.250000 Penalty: 4709.367188
	Iteration 52Q: 3 clusters Score -1061642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1061643.750000 Penalty: 4709.367188
	Iteration 53Q: 3 clusters Score -1061644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1061646.750000 Penalty: 4709.367188
	Iteration 54Q: 3 clusters Score -1061647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1061648.250000 Penalty: 4709.367188
	Iteration 55Q: 3 clusters Score -1061648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1061648.250000 Penalty: 4709.367188
	Iteration 56Q: 3 clusters Score -1061648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1061648.750000 Penalty: 4709.367188
	Iteration 57Q: 3 clusters Score -1061649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1061648.875000 Penalty: 4709.367188
	Iteration 58Q: 3 clusters Score -1061649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1061649.375000 Penalty: 4709.367188
	Iteration 59Q: 3 clusters Score -1061649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1061652.125000 Penalty: 4709.367188
	Iteration 60F: 3 clusters Score -1061652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1061652.875000 Penalty: 4709.367188
	Iteration 61Q: 3 clusters Score -1061653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1061652.875000 Penalty: 4709.367188
	Iteration 62Q: 3 clusters Score -1061653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1061655.125000 Penalty: 4709.367188
	Iteration 63Q: 3 clusters Score -1061655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1061657.500000 Penalty: 4709.367188
	Iteration 64Q: 3 clusters Score -1061658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1061657.375000 Penalty: 4709.367188
	Iteration 65Q: 3 clusters Score -1061657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1061657.000000 Penalty: 4709.367188
	Iteration 66Q: 3 clusters Score -1061657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1061656.375000 Penalty: 4709.367188
	Iteration 67Q: 3 clusters Score -1061656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1061658.750000 Penalty: 4709.367188
	Iteration 68Q: 3 clusters Score -1061659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1061662.250000 Penalty: 4709.367188
	Iteration 69Q: 3 clusters Score -1061662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1061663.625000 Penalty: 4709.367188
	Iteration 70Q: 3 clusters Score -1061664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1061663.375000 Penalty: 4709.367188
	Iteration 71Q: 3 clusters Score -1061663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1061663.000000 Penalty: 4709.367188
	Iteration 72Q: 3 clusters Score -1061663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1061662.250000 Penalty: 4709.367188
	Iteration 73Q: 3 clusters Score -1061662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1061662.375000 Penalty: 4709.367188
	Iteration 74Q: 3 clusters Score -1061662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1061665.375000 Penalty: 4709.367188
	Iteration 75Q: 3 clusters Score -1061665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1061666.250000 Penalty: 4709.367188
	Iteration 76Q: 3 clusters Score -1061666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1061667.000000 Penalty: 4709.367188
	Iteration 77Q: 3 clusters Score -1061667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1061667.500000 Penalty: 4709.367188
	Iteration 78Q: 3 clusters Score -1061668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1061667.750000 Penalty: 4709.367188
	Iteration 79Q: 3 clusters Score -1061668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1061667.750000 Penalty: 4709.367188
	Iteration 80F: 3 clusters Score -1061668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Entering Unmasked Estep 
Score: -1609146.375000 Penalty: 2462.816895
	Iteration 0F: 2 clusters Score -1609146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1594646.000000 Penalty: 4925.633789
	Iteration 0F: 3 clusters Score -1594646 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1599528.625000 Penalty: 4925.633789
	Iteration 1F: 3 clusters Score -1599529 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1600005.375000 Penalty: 4925.633789
	Iteration 2F: 3 clusters Score -1600005 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1600534.625000 Penalty: 4925.633789
	Iteration 3Q: 3 clusters Score -1600535 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1601209.000000 Penalty: 4925.633789
	Iteration 4F: 3 clusters Score -1601209 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1602095.750000 Penalty: 4925.633789
	Iteration 5F: 3 clusters Score -1602096 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1603168 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1604176.875000 Penalty: 4925.633789
	Iteration 7F: 3 clusters Score -1604177 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1605021.750000 Penalty: 4925.633789
	Iteration 8F: 3 clusters Score -1605022 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1605728.250000 Penalty: 4925.633789
	Iteration 9F: 3 clusters Score -1605728 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1606283.750000 Penalty: 4925.633789
	Iteration 10Q: 3 clusters Score -1606284 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1606651 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1606906.000000 Penalty: 4925.633789
	Iteration 12Q: 3 clusters Score -1606906 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1607076.375000 Penalty: 4925.633789
	Iteration 13Q: 3 clusters Score -1607076 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1607166.250000 Penalty: 4925.633789
	Iteration 14Q: 3 clusters Score -1607166 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1607228.500000 Penalty: 4925.633789
	Iteration 15Q: 3 clusters Score -1607228 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1607253.875000 Penalty: 4925.633789
	Iteration 16Q: 3 clusters Score -1607254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1607293.875000 Penalty: 4925.633789
	Iteration 17Q: 3 clusters Score -1607294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1607315.250000 Penalty: 4925.633789
	Iteration 18Q: 3 clusters Score -1607315 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1607336.000000 Penalty: 4925.633789
	Iteration 19Q: 3 clusters Score -1607336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1607342.625000 Penalty: 4925.633789
	Iteration 20F: 3 clusters Score -1607343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1607355.875000 Penalty: 4925.633789
	Iteration 21Q: 3 clusters Score -1607356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1607370.625000 Penalty: 4925.633789
	Iteration 22Q: 3 clusters Score -1607371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1607384.125000 Penalty: 4925.633789
	Iteration 23Q: 3 clusters Score -1607384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1607387.375000 Penalty: 4925.633789
	Iteration 24Q: 3 clusters Score -1607387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1607391.125000 Penalty: 4925.633789
	Iteration 25Q: 3 clusters Score -1607391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1607398.250000 Penalty: 4925.633789
	Iteration 26Q: 3 clusters Score -1607398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1607404.875000 Penalty: 4925.633789
	Iteration 27Q: 3 clusters Score -1607405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1607406.500000 Penalty: 4925.633789
	Iteration 28Q: 3 clusters Score -1607406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1607409.250000 Penalty: 4925.633789
	Iteration 29Q: 3 clusters Score -1607409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1607414.000000 Penalty: 4925.633789
	Iteration 30Q: 3 clusters Score -1607414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1607417.625000 Penalty: 4925.633789
	Iteration 31Q: 3 clusters Score -1607418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1607417.875000 Penalty: 4925.633789
	Iteration 32Q: 3 clusters Score -1607418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1607425.250000 Penalty: 4925.633789
	Iteration 33Q: 3 clusters Score -1607425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1607427.500000 Penalty: 4925.633789
	Iteration 34Q: 3 clusters Score -1607428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1607428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1607434.125000 Penalty: 4925.633789
	Iteration 36Q: 3 clusters Score -1607434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1607434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1607441.250000 Penalty: 4925.633789
	Iteration 38Q: 3 clusters Score -1607441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1607445.750000 Penalty: 4925.633789
	Iteration 39Q: 3 clusters Score -1607446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1607444.875000 Penalty: 4925.633789
	Iteration 40F: 3 clusters Score -1607445 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1607449.750000 Penalty: 4925.633789
	Iteration 41Q: 3 clusters Score -1607450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1607455.375000 Penalty: 4925.633789
	Iteration 42Q: 3 clusters Score -1607455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1607469.875000 Penalty: 4925.633789
	Iteration 43Q: 3 clusters Score -1607470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1607471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1607471.125000 Penalty: 4925.633789
	Iteration 45Q: 3 clusters Score -1607471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1607470.875000 Penalty: 4925.633789
	Iteration 46Q: 3 clusters Score -1607471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1607475.750000 Penalty: 4925.633789
	Iteration 47Q: 3 clusters Score -1607476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1607474.500000 Penalty: 4925.633789
	Iteration 48Q: 3 clusters Score -1607474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1607479.250000 Penalty: 4925.633789
	Iteration 49Q: 3 clusters Score -1607479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1607481.375000 Penalty: 4925.633789
	Iteration 50Q: 3 clusters Score -1607481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1607483.875000 Penalty: 4925.633789
	Iteration 51Q: 3 clusters Score -1607484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1607483.875000 Penalty: 4925.633789
	Iteration 52Q: 3 clusters Score -1607484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1607487.875000 Penalty: 4925.633789
	Iteration 53Q: 3 clusters Score -1607488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1607487.750000 Penalty: 4925.633789
	Iteration 54Q: 3 clusters Score -1607488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1607488.500000 Penalty: 4925.633789
	Iteration 55Q: 3 clusters Score -1607488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1607495.250000 Penalty: 4925.633789
	Iteration 56Q: 3 clusters Score -1607495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1607499.375000 Penalty: 4925.633789
	Iteration 57Q: 3 clusters Score -1607499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1607508.750000 Penalty: 4925.633789
	Iteration 58Q: 3 clusters Score -1607509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1607511.375000 Penalty: 4925.633789
	Iteration 59Q: 3 clusters Score -1607511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1607515.625000 Penalty: 4925.633789
	Iteration 60F: 3 clusters Score -1607516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1607515.875000 Penalty: 4925.633789
	Iteration 61Q: 3 clusters Score -1607516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1607525.500000 Penalty: 4925.633789
	Iteration 62Q: 3 clusters Score -1607526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1607532.500000 Penalty: 4925.633789
	Iteration 63Q: 3 clusters Score -1607532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1607535.500000 Penalty: 4925.633789
	Iteration 64Q: 3 clusters Score -1607536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1607539.250000 Penalty: 4925.633789
	Iteration 65Q: 3 clusters Score -1607539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1607549.000000 Penalty: 4925.633789
	Iteration 66Q: 3 clusters Score -1607549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1607550.000000 Penalty: 4925.633789
	Iteration 67Q: 3 clusters Score -1607550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1607549.125000 Penalty: 4925.633789
	Iteration 68Q: 3 clusters Score -1607549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1607559.875000 Penalty: 4925.633789
	Iteration 69Q: 3 clusters Score -1607560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1607567.875000 Penalty: 4925.633789
	Iteration 70Q: 3 clusters Score -1607568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1607572.250000 Penalty: 4925.633789
	Iteration 71Q: 3 clusters Score -1607572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1607580.250000 Penalty: 4925.633789
	Iteration 72Q: 3 clusters Score -1607580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1607584.750000 Penalty: 4925.633789
	Iteration 73Q: 3 clusters Score -1607585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1607584.875000 Penalty: 4925.633789
	Iteration 74Q: 3 clusters Score -1607585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1607591.000000 Penalty: 4925.633789
	Iteration 75Q: 3 clusters Score -1607591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1607603.125000 Penalty: 4925.633789
	Iteration 76Q: 3 clusters Score -1607603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1607606.250000 Penalty: 4925.633789
	Iteration 77Q: 3 clusters Score -1607606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1607610.750000 Penalty: 4925.633789
	Iteration 78Q: 3 clusters Score -1607611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1607618.125000 Penalty: 4925.633789
	Iteration 79Q: 3 clusters Score -1607618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1607620.375000 Penalty: 4925.633789
	Iteration 80F: 3 clusters Score -1607620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1607622.250000 Penalty: 4925.633789
	Iteration 81Q: 3 clusters Score -1607622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1607625.375000 Penalty: 4925.633789
	Iteration 82Q: 3 clusters Score -1607625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1607624.125000 Penalty: 4925.633789
	Iteration 83Q: 3 clusters Score -1607624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1607632.750000 Penalty: 4925.633789
	Iteration 84Q: 3 clusters Score -1607633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1607634.875000 Penalty: 4925.633789
	Iteration 85Q: 3 clusters Score -1607635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1607635.125000 Penalty: 4925.633789
	Iteration 86Q: 3 clusters Score -1607635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1607644.875000 Penalty: 4925.633789
	Iteration 87Q: 3 clusters Score -1607645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1607642.375000 Penalty: 4925.633789
	Iteration 88Q: 3 clusters Score -1607642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1607646.125000 Penalty: 4925.633789
	Iteration 89Q: 3 clusters Score -1607646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1607656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1607662.750000 Penalty: 4925.633789
	Iteration 91Q: 3 clusters Score -1607663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1607667.625000 Penalty: 4925.633789
	Iteration 92Q: 3 clusters Score -1607668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1607675.375000 Penalty: 4925.633789
	Iteration 93Q: 3 clusters Score -1607675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1607678.500000 Penalty: 4925.633789
	Iteration 94Q: 3 clusters Score -1607678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1607682.375000 Penalty: 4925.633789
	Iteration 95Q: 3 clusters Score -1607682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1607691.250000 Penalty: 4925.633789
	Iteration 96Q: 3 clusters Score -1607691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1607691.750000 Penalty: 4925.633789
	Iteration 97Q: 3 clusters Score -1607692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1607701.750000 Penalty: 4925.633789
	Iteration 98Q: 3 clusters Score -1607702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1607701.125000 Penalty: 4925.633789
	Iteration 99Q: 3 clusters Score -1607701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1607703.250000 Penalty: 4925.633789
	Iteration 100F: 3 clusters Score -1607703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1607710.375000 Penalty: 4925.633789
	Iteration 101Q: 3 clusters Score -1607710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1607710.500000 Penalty: 4925.633789
	Iteration 102Q: 3 clusters Score -1607710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1607715.750000 Penalty: 4925.633789
	Iteration 103Q: 3 clusters Score -1607716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1607719.750000 Penalty: 4925.633789
	Iteration 104Q: 3 clusters Score -1607720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1607722.875000 Penalty: 4925.633789
	Iteration 105Q: 3 clusters Score -1607723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1607727.500000 Penalty: 4925.633789
	Iteration 106Q: 3 clusters Score -1607728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1607733.625000 Penalty: 4925.633789
	Iteration 107Q: 3 clusters Score -1607734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1607735.000000 Penalty: 4925.633789
	Iteration 108Q: 3 clusters Score -1607735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1607740.375000 Penalty: 4925.633789
	Iteration 109Q: 3 clusters Score -1607740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1607738.000000 Penalty: 4925.633789
	Iteration 110Q: 3 clusters Score -1607738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1607738.875000 Penalty: 4925.633789
	Iteration 111Q: 3 clusters Score -1607739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1607740.750000 Penalty: 4925.633789
	Iteration 112Q: 3 clusters Score -1607741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1607747.000000 Penalty: 4925.633789
	Iteration 113Q: 3 clusters Score -1607747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1607750.250000 Penalty: 4925.633789
	Iteration 114Q: 3 clusters Score -1607750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1607752.875000 Penalty: 4925.633789
	Iteration 115Q: 3 clusters Score -1607753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1607755.500000 Penalty: 4925.633789
	Iteration 116Q: 3 clusters Score -1607756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1607756.875000 Penalty: 4925.633789
	Iteration 117Q: 3 clusters Score -1607757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1607759.625000 Penalty: 4925.633789
	Iteration 118Q: 3 clusters Score -1607760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1607767.750000 Penalty: 4925.633789
	Iteration 119Q: 3 clusters Score -1607768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1607771.375000 Penalty: 4925.633789
	Iteration 120F: 3 clusters Score -1607771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1607774.375000 Penalty: 4925.633789
	Iteration 121Q: 3 clusters Score -1607774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1607770.375000 Penalty: 4925.633789
	Iteration 122Q: 3 clusters Score -1607770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1607772.375000 Penalty: 4925.633789
	Iteration 123Q: 3 clusters Score -1607772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1607772.250000 Penalty: 4925.633789
	Iteration 124Q: 3 clusters Score -1607772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1607769.625000 Penalty: 4925.633789
	Iteration 125Q: 3 clusters Score -1607770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1607767.125000 Penalty: 4925.633789
	Iteration 126Q: 3 clusters Score -1607767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1607768.875000 Penalty: 4925.633789
	Iteration 127Q: 3 clusters Score -1607769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1607768.625000 Penalty: 4925.633789
	Iteration 128Q: 3 clusters Score -1607769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1607774.375000 Penalty: 4925.633789
	Iteration 129Q: 3 clusters Score -1607774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1607772.500000 Penalty: 4925.633789
	Iteration 130Q: 3 clusters Score -1607772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1607771.625000 Penalty: 4925.633789
	Iteration 131Q: 3 clusters Score -1607772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1607774.625000 Penalty: 4925.633789
	Iteration 132Q: 3 clusters Score -1607775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1607774.625000 Penalty: 4925.633789
	Iteration 133F: 3 clusters Score -1607775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (253016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253016 members 
Entering Unmasked Estep 
Score: -20441376.000000 Penalty: 3085.419434
	Iteration 0F: 2 clusters Score -2.044138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 126351 members 
Entering Unmasked Estep 
Score: -20271792.000000 Penalty: 6170.838867
	Iteration 0F: 3 clusters Score -2.027179e+07 nChanged 122152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 123131 members 
Entering Unmasked Estep 
Score: -20342912.000000 Penalty: 6170.838867
	Iteration 1F: 3 clusters Score -2.034291e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132206 members 
Mstep: Class 2 contains 120810 members 
Entering Unmasked Estep 
Score: -20343884.000000 Penalty: 6170.838867
	Iteration 2Q: 3 clusters Score -2.034388e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135746 members 
Mstep: Class 2 contains 117270 members 
Entering Unmasked Estep 
Score: -20345214.000000 Penalty: 6170.838867
	Iteration 3Q: 3 clusters Score -2.034521e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141341 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -20347520.000000 Penalty: 6170.838867
	Iteration 4Q: 3 clusters Score -2.034752e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -20351200.000000 Penalty: 6170.838867
	Iteration 5Q: 3 clusters Score -2.03512e+07 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 90064 members 
Entering Unmasked Estep 
Score: -20358248.000000 Penalty: 6170.838867
	Iteration 6F: 3 clusters Score -2.035825e+07 nChanged 18663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -20371572.000000 Penalty: 6170.838867
	Iteration 7F: 3 clusters Score -2.037157e+07 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203636 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -20391022.000000 Penalty: 6170.838867
	Iteration 8F: 3 clusters Score -2.039102e+07 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225633 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -20412462.000000 Penalty: 6170.838867
	Iteration 9F: 3 clusters Score -2.041246e+07 nChanged 15546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241173 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -20427898.000000 Penalty: 6170.838867
	Iteration 10F: 3 clusters Score -2.04279e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248527 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -20435222.000000 Penalty: 6170.838867
	Iteration 11Q: 3 clusters Score -2.043522e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251003 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20437810.000000 Penalty: 6170.838867
	Iteration 12Q: 3 clusters Score -2.043781e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251682 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -20438562.000000 Penalty: 6170.838867
	Iteration 13Q: 3 clusters Score -2.043856e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251811 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20438922.000000 Penalty: 6170.838867
	Iteration 14Q: 3 clusters Score -2.043892e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251827 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20439064.000000 Penalty: 6170.838867
	Iteration 15Q: 3 clusters Score -2.043906e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251832 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20439160.000000 Penalty: 6170.838867
	Iteration 16Q: 3 clusters Score -2.043916e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251841 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20439210.000000 Penalty: 6170.838867
	Iteration 17Q: 3 clusters Score -2.043921e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251845 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20439258.000000 Penalty: 6170.838867
	Iteration 18Q: 3 clusters Score -2.043926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251845 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20439244.000000 Penalty: 6170.838867
	Iteration 19Q: 3 clusters Score -2.043924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251850 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20439268.000000 Penalty: 6170.838867
	Iteration 20F: 3 clusters Score -2.043927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20439266.000000 Penalty: 6170.838867
	Iteration 21Q: 3 clusters Score -2.043927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251848 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -20439276.000000 Penalty: 6170.838867
	Iteration 22Q: 3 clusters Score -2.043928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20439288.000000 Penalty: 6170.838867
	Iteration 23Q: 3 clusters Score -2.043929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251856 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20439284.000000 Penalty: 6170.838867
	Iteration 24Q: 3 clusters Score -2.043928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251856 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20439268.000000 Penalty: 6170.838867
	Iteration 25Q: 3 clusters Score -2.043927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251857 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20439282.000000 Penalty: 6170.838867
	Iteration 26Q: 3 clusters Score -2.043928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251859 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20439286.000000 Penalty: 6170.838867
	Iteration 27Q: 3 clusters Score -2.043929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251858 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20439270.000000 Penalty: 6170.838867
	Iteration 28Q: 3 clusters Score -2.043927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20439284.000000 Penalty: 6170.838867
	Iteration 29Q: 3 clusters Score -2.043928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20439286.000000 Penalty: 6170.838867
	Iteration 30Q: 3 clusters Score -2.043929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20439288.000000 Penalty: 6170.838867
	Iteration 31Q: 3 clusters Score -2.043929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20439288.000000 Penalty: 6170.838867
	Iteration 32F: 3 clusters Score -2.043929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -86260.460938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -86260.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -84186.179688 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -84186.18 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84496.109375 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -84496.11 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84592.078125 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -84592.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84649.593750 Penalty: 3504.544189
	Iteration 3Q: 3 clusters Score -84649.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84686.218750 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -84686.22 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84706.734375 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -84706.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -84718.492188 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -84718.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84728.039062 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -84728.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84735.023438 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -84735.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84740.859375 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -84740.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84744.554688 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -84744.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84746.101562 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -84746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84746.320312 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -84746.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -84746.835938 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -84746.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -84747.960938 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -84747.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84748.429688 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -84748.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -84750.226562 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -84750.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84754.304688 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -84754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84758.945312 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -84758.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84761.578125 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -84761.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -84761.921875 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -84761.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -297665.031250 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -297665 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 1939 members 
Entering Unmasked Estep 
Score: -293841.531250 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -293841.5 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -294655.343750 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -294655.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -294839.625000 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -294839.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -294976.625000 Penalty: 4100.527344
	Iteration 3Q: 3 clusters Score -294976.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -295082.062500 Penalty: 4100.527344
	Iteration 4Q: 3 clusters Score -295082.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -295153.031250 Penalty: 4100.527344
	Iteration 5Q: 3 clusters Score -295153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -295203.812500 Penalty: 4100.527344
	Iteration 6Q: 3 clusters Score -295203.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -295235.562500 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -295235.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -295270.781250 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -295270.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -295305.781250 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -295305.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -295342.093750 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -295342.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -295376.000000 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -295376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -295405.437500 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -295405.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -295426.906250 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -295426.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -295459.000000 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -295459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -295499.218750 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -295499.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -295545.218750 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -295545.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -295579.406250 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -295579.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -295607.625000 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -295607.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -295633.437500 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -295633.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -295655.375000 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -295655.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -295680.062500 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -295680.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -295705.500000 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -295705.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -295726.093750 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -295726.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -295743.875000 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -295743.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -295761.656250 Penalty: 4100.527344
	Iteration 25Q: 3 clusters Score -295761.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -295777.781250 Penalty: 4100.527344
	Iteration 26Q: 3 clusters Score -295777.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -295793.406250 Penalty: 4100.527344
	Iteration 27Q: 3 clusters Score -295793.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -295807.125000 Penalty: 4100.527344
	Iteration 28Q: 3 clusters Score -295807.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -295823.156250 Penalty: 4100.527344
	Iteration 29Q: 3 clusters Score -295823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -295837.218750 Penalty: 4100.527344
	Iteration 30Q: 3 clusters Score -295837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -295847.531250 Penalty: 4100.527344
	Iteration 31Q: 3 clusters Score -295847.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295857.875000 Penalty: 4100.527344
	Iteration 32Q: 3 clusters Score -295857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -295864.625000 Penalty: 4100.527344
	Iteration 33Q: 3 clusters Score -295864.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295873.375000 Penalty: 4100.527344
	Iteration 34Q: 3 clusters Score -295873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -295876.406250 Penalty: 4100.527344
	Iteration 35Q: 3 clusters Score -295876.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -295879.812500 Penalty: 4100.527344
	Iteration 36Q: 3 clusters Score -295879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295882.593750 Penalty: 4100.527344
	Iteration 37Q: 3 clusters Score -295882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -295887.375000 Penalty: 4100.527344
	Iteration 38Q: 3 clusters Score -295887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -295888.843750 Penalty: 4100.527344
	Iteration 39Q: 3 clusters Score -295888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -295891.843750 Penalty: 4100.527344
	Iteration 40F: 3 clusters Score -295891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295895.125000 Penalty: 4100.527344
	Iteration 41Q: 3 clusters Score -295895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -295899.250000 Penalty: 4100.527344
	Iteration 42Q: 3 clusters Score -295899.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -295901.531250 Penalty: 4100.527344
	Iteration 43Q: 3 clusters Score -295901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -295903.406250 Penalty: 4100.527344
	Iteration 44Q: 3 clusters Score -295903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -295906.500000 Penalty: 4100.527344
	Iteration 45Q: 3 clusters Score -295906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -295907.906250 Penalty: 4100.527344
	Iteration 46Q: 3 clusters Score -295907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295908.656250 Penalty: 4100.527344
	Iteration 47Q: 3 clusters Score -295908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295910.531250 Penalty: 4100.527344
	Iteration 48Q: 3 clusters Score -295910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295910.843750 Penalty: 4100.527344
	Iteration 49Q: 3 clusters Score -295910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295910.687500 Penalty: 4100.527344
	Iteration 50Q: 3 clusters Score -295910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -295911.093750 Penalty: 4100.527344
	Iteration 51Q: 3 clusters Score -295911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295911.406250 Penalty: 4100.527344
	Iteration 52Q: 3 clusters Score -295911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -295911.406250 Penalty: 4100.527344
	Iteration 53F: 3 clusters Score -295911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Entering Unmasked Estep 
Score: -1464999.000000 Penalty: 2441.483643
	Iteration 0F: 2 clusters Score -1464999 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 9328 members 
Entering Unmasked Estep 
Score: -1451691.750000 Penalty: 4882.967285
	Iteration 0F: 3 clusters Score -1451692 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1456130.125000 Penalty: 4882.967285
	Iteration 1F: 3 clusters Score -1456130 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1456596.625000 Penalty: 4882.967285
	Iteration 2F: 3 clusters Score -1456597 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1457065.375000 Penalty: 4882.967285
	Iteration 3F: 3 clusters Score -1457065 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1457625.375000 Penalty: 4882.967285
	Iteration 4F: 3 clusters Score -1457625 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1458287.500000 Penalty: 4882.967285
	Iteration 5F: 3 clusters Score -1458288 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1459090.375000 Penalty: 4882.967285
	Iteration 6F: 3 clusters Score -1459090 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1459910.750000 Penalty: 4882.967285
	Iteration 7F: 3 clusters Score -1459911 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1460630.250000 Penalty: 4882.967285
	Iteration 8F: 3 clusters Score -1460630 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1461287.500000 Penalty: 4882.967285
	Iteration 9Q: 3 clusters Score -1461288 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1461813.500000 Penalty: 4882.967285
	Iteration 10Q: 3 clusters Score -1461814 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1462208.625000 Penalty: 4882.967285
	Iteration 11Q: 3 clusters Score -1462209 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1462488.375000 Penalty: 4882.967285
	Iteration 12Q: 3 clusters Score -1462488 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1462678.625000 Penalty: 4882.967285
	Iteration 13Q: 3 clusters Score -1462679 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1462809.000000 Penalty: 4882.967285
	Iteration 14Q: 3 clusters Score -1462809 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1462907.250000 Penalty: 4882.967285
	Iteration 15Q: 3 clusters Score -1462907 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1462978.625000 Penalty: 4882.967285
	Iteration 16Q: 3 clusters Score -1462979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1463023.500000 Penalty: 4882.967285
	Iteration 17Q: 3 clusters Score -1463024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1463057.625000 Penalty: 4882.967285
	Iteration 18Q: 3 clusters Score -1463058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1463086.500000 Penalty: 4882.967285
	Iteration 19Q: 3 clusters Score -1463086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1463103.375000 Penalty: 4882.967285
	Iteration 20F: 3 clusters Score -1463103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1463123.375000 Penalty: 4882.967285
	Iteration 21Q: 3 clusters Score -1463123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1463134.875000 Penalty: 4882.967285
	Iteration 22Q: 3 clusters Score -1463135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1463151.750000 Penalty: 4882.967285
	Iteration 23Q: 3 clusters Score -1463152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1463164.000000 Penalty: 4882.967285
	Iteration 24Q: 3 clusters Score -1463164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1463176.000000 Penalty: 4882.967285
	Iteration 25Q: 3 clusters Score -1463176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1463189.750000 Penalty: 4882.967285
	Iteration 26Q: 3 clusters Score -1463190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1463192.875000 Penalty: 4882.967285
	Iteration 27Q: 3 clusters Score -1463193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1463202.125000 Penalty: 4882.967285
	Iteration 28Q: 3 clusters Score -1463202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1463208.000000 Penalty: 4882.967285
	Iteration 29Q: 3 clusters Score -1463208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1463211.125000 Penalty: 4882.967285
	Iteration 30Q: 3 clusters Score -1463211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1463217.375000 Penalty: 4882.967285
	Iteration 31Q: 3 clusters Score -1463217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1463219.250000 Penalty: 4882.967285
	Iteration 32Q: 3 clusters Score -1463219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1463225.500000 Penalty: 4882.967285
	Iteration 33Q: 3 clusters Score -1463226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1463226.500000 Penalty: 4882.967285
	Iteration 34Q: 3 clusters Score -1463226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1463226.500000 Penalty: 4882.967285
	Iteration 35F: 3 clusters Score -1463226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (96965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Entering Unmasked Estep 
Score: -7974075.000000 Penalty: 2847.562012
	Iteration 0F: 2 clusters Score -7974075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -7908985.000000 Penalty: 5695.124023
	Iteration 0F: 3 clusters Score -7908985 nChanged 45984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -7935786.500000 Penalty: 5695.124023
	Iteration 1F: 3 clusters Score -7935786 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -7937089.500000 Penalty: 5695.124023
	Iteration 2Q: 3 clusters Score -7937090 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -7939085.000000 Penalty: 5695.124023
	Iteration 3Q: 3 clusters Score -7939085 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7942350.500000 Penalty: 5695.124023
	Iteration 4F: 3 clusters Score -7942350 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -7947163.000000 Penalty: 5695.124023
	Iteration 5F: 3 clusters Score -7947163 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -7953573.000000 Penalty: 5695.124023
	Iteration 6F: 3 clusters Score -7953573 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -7960404.500000 Penalty: 5695.124023
	Iteration 7F: 3 clusters Score -7960404 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -7965934.500000 Penalty: 5695.124023
	Iteration 8F: 3 clusters Score -7965934 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -7968264.000000 Penalty: 5695.124023
	Iteration 9Q: 3 clusters Score -7968264 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -7969063.500000 Penalty: 5695.124023
	Iteration 10Q: 3 clusters Score -7969064 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -7969479.500000 Penalty: 5695.124023
	Iteration 11Q: 3 clusters Score -7969480 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -7969782.000000 Penalty: 5695.124023
	Iteration 12Q: 3 clusters Score -7969782 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -7970038.000000 Penalty: 5695.124023
	Iteration 13Q: 3 clusters Score -7970038 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -7970255.500000 Penalty: 5695.124023
	Iteration 14Q: 3 clusters Score -7970256 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -7970428.000000 Penalty: 5695.124023
	Iteration 15Q: 3 clusters Score -7970428 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -7970598.000000 Penalty: 5695.124023
	Iteration 16Q: 3 clusters Score -7970598 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -7970750.000000 Penalty: 5695.124023
	Iteration 17Q: 3 clusters Score -7970750 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -7970906.500000 Penalty: 5695.124023
	Iteration 18Q: 3 clusters Score -7970906 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -7971011.500000 Penalty: 5695.124023
	Iteration 19Q: 3 clusters Score -7971012 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 89363 members 
Entering Unmasked Estep 
Score: -7971136.500000 Penalty: 5695.124023
	Iteration 20F: 3 clusters Score -7971136 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -7971202.000000 Penalty: 5695.124023
	Iteration 21Q: 3 clusters Score -7971202 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -7971269.500000 Penalty: 5695.124023
	Iteration 22Q: 3 clusters Score -7971270 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -7971334.500000 Penalty: 5695.124023
	Iteration 23Q: 3 clusters Score -7971334 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -7971388.000000 Penalty: 5695.124023
	Iteration 24Q: 3 clusters Score -7971388 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 90921 members 
Entering Unmasked Estep 
Score: -7971426.000000 Penalty: 5695.124023
	Iteration 25Q: 3 clusters Score -7971426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -7971478.000000 Penalty: 5695.124023
	Iteration 26Q: 3 clusters Score -7971478 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -7971553.000000 Penalty: 5695.124023
	Iteration 27Q: 3 clusters Score -7971553 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -7971598.000000 Penalty: 5695.124023
	Iteration 28Q: 3 clusters Score -7971598 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -7971669.500000 Penalty: 5695.124023
	Iteration 29Q: 3 clusters Score -7971670 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -7971715.000000 Penalty: 5695.124023
	Iteration 30Q: 3 clusters Score -7971715 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 92331 members 
Entering Unmasked Estep 
Score: -7971729.000000 Penalty: 5695.124023
	Iteration 31Q: 3 clusters Score -7971729 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -7971781.500000 Penalty: 5695.124023
	Iteration 32Q: 3 clusters Score -7971782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 92681 members 
Entering Unmasked Estep 
Score: -7971830.000000 Penalty: 5695.124023
	Iteration 33Q: 3 clusters Score -7971830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -7971876.000000 Penalty: 5695.124023
	Iteration 34Q: 3 clusters Score -7971876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -7971941.000000 Penalty: 5695.124023
	Iteration 35Q: 3 clusters Score -7971941 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -7971992.000000 Penalty: 5695.124023
	Iteration 36Q: 3 clusters Score -7971992 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -7971988.500000 Penalty: 5695.124023
	Iteration 37Q: 3 clusters Score -7971988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 93427 members 
Entering Unmasked Estep 
Score: -7972030.500000 Penalty: 5695.124023
	Iteration 38Q: 3 clusters Score -7972030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -7972075.500000 Penalty: 5695.124023
	Iteration 39Q: 3 clusters Score -7972076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -7972082.500000 Penalty: 5695.124023
	Iteration 40F: 3 clusters Score -7972082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 93750 members 
Entering Unmasked Estep 
Score: -7972096.500000 Penalty: 5695.124023
	Iteration 41Q: 3 clusters Score -7972096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -7972101.500000 Penalty: 5695.124023
	Iteration 42Q: 3 clusters Score -7972102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -7972114.000000 Penalty: 5695.124023
	Iteration 43Q: 3 clusters Score -7972114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -7972127.500000 Penalty: 5695.124023
	Iteration 44Q: 3 clusters Score -7972128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -7972141.500000 Penalty: 5695.124023
	Iteration 45Q: 3 clusters Score -7972142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -7972152.500000 Penalty: 5695.124023
	Iteration 46Q: 3 clusters Score -7972152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -7972144.000000 Penalty: 5695.124023
	Iteration 47Q: 3 clusters Score -7972144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -7972169.500000 Penalty: 5695.124023
	Iteration 48Q: 3 clusters Score -7972170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -7972180.500000 Penalty: 5695.124023
	Iteration 49Q: 3 clusters Score -7972180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -7972179.500000 Penalty: 5695.124023
	Iteration 50Q: 3 clusters Score -7972180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -7972188.000000 Penalty: 5695.124023
	Iteration 51Q: 3 clusters Score -7972188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -7972182.000000 Penalty: 5695.124023
	Iteration 52Q: 3 clusters Score -7972182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -7972187.000000 Penalty: 5695.124023
	Iteration 53Q: 3 clusters Score -7972187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -7972189.500000 Penalty: 5695.124023
	Iteration 54Q: 3 clusters Score -7972190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 94287 members 
Entering Unmasked Estep 
Score: -7972188.500000 Penalty: 5695.124023
	Iteration 55Q: 3 clusters Score -7972188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -7972200.500000 Penalty: 5695.124023
	Iteration 56Q: 3 clusters Score -7972200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 94340 members 
Entering Unmasked Estep 
Score: -7972200.500000 Penalty: 5695.124023
	Iteration 57Q: 3 clusters Score -7972200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -7972218.500000 Penalty: 5695.124023
	Iteration 58Q: 3 clusters Score -7972218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -7972223.500000 Penalty: 5695.124023
	Iteration 59Q: 3 clusters Score -7972224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -7972225.000000 Penalty: 5695.124023
	Iteration 60F: 3 clusters Score -7972225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -7972238.500000 Penalty: 5695.124023
	Iteration 61Q: 3 clusters Score -7972238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -7972227.500000 Penalty: 5695.124023
	Iteration 62Q: 3 clusters Score -7972228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -7972226.500000 Penalty: 5695.124023
	Iteration 63Q: 3 clusters Score -7972226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -7972237.500000 Penalty: 5695.124023
	Iteration 64Q: 3 clusters Score -7972238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 94562 members 
Entering Unmasked Estep 
Score: -7972235.500000 Penalty: 5695.124023
	Iteration 65Q: 3 clusters Score -7972236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -7972236.500000 Penalty: 5695.124023
	Iteration 66Q: 3 clusters Score -7972236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 94588 members 
Entering Unmasked Estep 
Score: -7972250.500000 Penalty: 5695.124023
	Iteration 67Q: 3 clusters Score -7972250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -7972251.000000 Penalty: 5695.124023
	Iteration 68Q: 3 clusters Score -7972251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -7972255.500000 Penalty: 5695.124023
	Iteration 69Q: 3 clusters Score -7972256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -7972257.000000 Penalty: 5695.124023
	Iteration 70Q: 3 clusters Score -7972257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -7972261.000000 Penalty: 5695.124023
	Iteration 71Q: 3 clusters Score -7972261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -7972262.000000 Penalty: 5695.124023
	Iteration 72Q: 3 clusters Score -7972262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -7972265.500000 Penalty: 5695.124023
	Iteration 73Q: 3 clusters Score -7972266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -7972258.500000 Penalty: 5695.124023
	Iteration 74Q: 3 clusters Score -7972258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 94625 members 
Entering Unmasked Estep 
Score: -7972256.000000 Penalty: 5695.124023
	Iteration 75Q: 3 clusters Score -7972256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -7972258.000000 Penalty: 5695.124023
	Iteration 76Q: 3 clusters Score -7972258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -7972253.500000 Penalty: 5695.124023
	Iteration 77Q: 3 clusters Score -7972254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -7972250.000000 Penalty: 5695.124023
	Iteration 78Q: 3 clusters Score -7972250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -7972261.000000 Penalty: 5695.124023
	Iteration 79Q: 3 clusters Score -7972261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 94662 members 
Entering Unmasked Estep 
Score: -7972264.000000 Penalty: 5695.124023
	Iteration 80F: 3 clusters Score -7972264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -7972263.500000 Penalty: 5695.124023
	Iteration 81Q: 3 clusters Score -7972264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -7972268.000000 Penalty: 5695.124023
	Iteration 82Q: 3 clusters Score -7972268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -7972262.000000 Penalty: 5695.124023
	Iteration 83Q: 3 clusters Score -7972262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -7972257.500000 Penalty: 5695.124023
	Iteration 84Q: 3 clusters Score -7972258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 94677 members 
Entering Unmasked Estep 
Score: -7972264.500000 Penalty: 5695.124023
	Iteration 85Q: 3 clusters Score -7972264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -7972273.000000 Penalty: 5695.124023
	Iteration 86Q: 3 clusters Score -7972273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -7972271.000000 Penalty: 5695.124023
	Iteration 87Q: 3 clusters Score -7972271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -7972271.000000 Penalty: 5695.124023
	Iteration 88F: 3 clusters Score -7972271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (848299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848299 members 
Entering Unmasked Estep 
Score: -68482744.000000 Penalty: 3385.445068
	Iteration 0F: 2 clusters Score -6.848274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424215 members 
Mstep: Class 2 contains 424084 members 
Entering Unmasked Estep 
Score: -67915088.000000 Penalty: 6770.890137
	Iteration 0F: 3 clusters Score -6.791509e+07 nChanged 415996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410959 members 
Mstep: Class 2 contains 437340 members 
Entering Unmasked Estep 
Score: -68171904.000000 Penalty: 6770.890137
	Iteration 1F: 3 clusters Score -6.81719e+07 nChanged 23414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402247 members 
Mstep: Class 2 contains 446052 members 
Entering Unmasked Estep 
Score: -68176784.000000 Penalty: 6770.890137
	Iteration 2Q: 3 clusters Score -6.817678e+07 nChanged 28920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388897 members 
Mstep: Class 2 contains 459402 members 
Entering Unmasked Estep 
Score: -68184664.000000 Penalty: 6770.890137
	Iteration 3Q: 3 clusters Score -6.818466e+07 nChanged 35387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369226 members 
Mstep: Class 2 contains 479073 members 
Entering Unmasked Estep 
Score: -68197288.000000 Penalty: 6770.890137
	Iteration 4Q: 3 clusters Score -6.819729e+07 nChanged 43051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340743 members 
Mstep: Class 2 contains 507556 members 
Entering Unmasked Estep 
Score: -68216840.000000 Penalty: 6770.890137
	Iteration 5F: 3 clusters Score -6.821684e+07 nChanged 50196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301979 members 
Mstep: Class 2 contains 546320 members 
Entering Unmasked Estep 
Score: -68241272.000000 Penalty: 6770.890137
	Iteration 6F: 3 clusters Score -6.824127e+07 nChanged 56914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252241 members 
Mstep: Class 2 contains 596058 members 
Entering Unmasked Estep 
Score: -68273728.000000 Penalty: 6770.890137
	Iteration 7F: 3 clusters Score -6.827373e+07 nChanged 60568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194555 members 
Mstep: Class 2 contains 653744 members 
Entering Unmasked Estep 
Score: -68314832.000000 Penalty: 6770.890137
	Iteration 8F: 3 clusters Score -6.831483e+07 nChanged 60464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134649 members 
Mstep: Class 2 contains 713650 members 
Entering Unmasked Estep 
Score: -68361760.000000 Penalty: 6770.890137
	Iteration 9F: 3 clusters Score -6.836176e+07 nChanged 53360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 766972 members 
Entering Unmasked Estep 
Score: -68407256.000000 Penalty: 6770.890137
	Iteration 10F: 3 clusters Score -6.840726e+07 nChanged 39926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 806898 members 
Entering Unmasked Estep 
Score: -68443104.000000 Penalty: 6770.890137
	Iteration 11Q: 3 clusters Score -6.84431e+07 nChanged 23679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 830577 members 
Entering Unmasked Estep 
Score: -68464256.000000 Penalty: 6770.890137
	Iteration 12Q: 3 clusters Score -6.846426e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 841743 members 
Entering Unmasked Estep 
Score: -68473912.000000 Penalty: 6770.890137
	Iteration 13Q: 3 clusters Score -6.847391e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 846120 members 
Entering Unmasked Estep 
Score: -68477776.000000 Penalty: 6770.890137
	Iteration 14Q: 3 clusters Score -6.847778e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 847524 members 
Entering Unmasked Estep 
Score: -68479024.000000 Penalty: 6770.890137
	Iteration 15Q: 3 clusters Score -6.847902e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 847864 members 
Entering Unmasked Estep 
Score: -68479392.000000 Penalty: 6770.890137
	Iteration 16Q: 3 clusters Score -6.847939e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 847945 members 
Entering Unmasked Estep 
Score: -68479616.000000 Penalty: 6770.890137
	Iteration 17Q: 3 clusters Score -6.847962e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 847988 members 
Entering Unmasked Estep 
Score: -68479640.000000 Penalty: 6770.890137
	Iteration 18Q: 3 clusters Score -6.847964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 848007 members 
Entering Unmasked Estep 
Score: -68479720.000000 Penalty: 6770.890137
	Iteration 19Q: 3 clusters Score -6.847972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 848018 members 
Entering Unmasked Estep 
Score: -68479720.000000 Penalty: 6770.890137
	Iteration 20F: 3 clusters Score -6.847972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 848025 members 
Entering Unmasked Estep 
Score: -68479728.000000 Penalty: 6770.890137
	Iteration 21Q: 3 clusters Score -6.847973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 848021 members 
Entering Unmasked Estep 
Score: -68479760.000000 Penalty: 6770.890137
	Iteration 22Q: 3 clusters Score -6.847976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 848023 members 
Entering Unmasked Estep 
Score: -68479728.000000 Penalty: 6770.890137
	Iteration 23Q: 3 clusters Score -6.847973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 848025 members 
Entering Unmasked Estep 
Score: -68479744.000000 Penalty: 6770.890137
	Iteration 24Q: 3 clusters Score -6.847974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 848025 members 
Entering Unmasked Estep 
Score: -68479736.000000 Penalty: 6770.890137
	Iteration 25Q: 3 clusters Score -6.847974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 848025 members 
Entering Unmasked Estep 
Score: -68479728.000000 Penalty: 6770.890137
	Iteration 26Q: 3 clusters Score -6.847973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 848026 members 
Entering Unmasked Estep 
Score: -68479704.000000 Penalty: 6770.890137
	Iteration 27Q: 3 clusters Score -6.84797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 848026 members 
Entering Unmasked Estep 
Score: -68479704.000000 Penalty: 6770.890137
	Iteration 28F: 3 clusters Score -6.84797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Entering Unmasked Estep 
Score: -981022.625000 Penalty: 2345.327637
	Iteration 0F: 2 clusters Score -981022.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -971632.875000 Penalty: 4690.655273
	Iteration 0F: 3 clusters Score -971632.9 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -974498.125000 Penalty: 4690.655273
	Iteration 1F: 3 clusters Score -974498.1 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -974984.875000 Penalty: 4690.655273
	Iteration 2F: 3 clusters Score -974984.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -975491.937500 Penalty: 4690.655273
	Iteration 3F: 3 clusters Score -975491.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -976038.125000 Penalty: 4690.655273
	Iteration 4F: 3 clusters Score -976038.1 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -976643.687500 Penalty: 4690.655273
	Iteration 5F: 3 clusters Score -976643.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -977162.312500 Penalty: 4690.655273
	Iteration 6F: 3 clusters Score -977162.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -977588.625000 Penalty: 4690.655273
	Iteration 7F: 3 clusters Score -977588.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -977946.375000 Penalty: 4690.655273
	Iteration 8Q: 3 clusters Score -977946.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -978206.812500 Penalty: 4690.655273
	Iteration 9Q: 3 clusters Score -978206.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -978434.000000 Penalty: 4690.655273
	Iteration 10Q: 3 clusters Score -978434 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -978672.750000 Penalty: 4690.655273
	Iteration 11Q: 3 clusters Score -978672.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -978837.812500 Penalty: 4690.655273
	Iteration 12Q: 3 clusters Score -978837.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -978945.000000 Penalty: 4690.655273
	Iteration 13Q: 3 clusters Score -978945 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -979040.312500 Penalty: 4690.655273
	Iteration 14Q: 3 clusters Score -979040.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -979109.937500 Penalty: 4690.655273
	Iteration 15Q: 3 clusters Score -979109.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -979159.437500 Penalty: 4690.655273
	Iteration 16Q: 3 clusters Score -979159.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -979203.500000 Penalty: 4690.655273
	Iteration 17Q: 3 clusters Score -979203.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -979241.625000 Penalty: 4690.655273
	Iteration 18Q: 3 clusters Score -979241.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -979274.562500 Penalty: 4690.655273
	Iteration 19Q: 3 clusters Score -979274.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -979299.000000 Penalty: 4690.655273
	Iteration 20F: 3 clusters Score -979299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -979316.937500 Penalty: 4690.655273
	Iteration 21Q: 3 clusters Score -979316.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -979336.250000 Penalty: 4690.655273
	Iteration 22Q: 3 clusters Score -979336.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -979352.062500 Penalty: 4690.655273
	Iteration 23Q: 3 clusters Score -979352.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -979358.187500 Penalty: 4690.655273
	Iteration 24Q: 3 clusters Score -979358.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -979364.125000 Penalty: 4690.655273
	Iteration 25Q: 3 clusters Score -979364.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -979372.875000 Penalty: 4690.655273
	Iteration 26Q: 3 clusters Score -979372.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -979380.812500 Penalty: 4690.655273
	Iteration 27Q: 3 clusters Score -979380.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -979387.312500 Penalty: 4690.655273
	Iteration 28Q: 3 clusters Score -979387.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -979396.937500 Penalty: 4690.655273
	Iteration 29Q: 3 clusters Score -979396.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -979401.437500 Penalty: 4690.655273
	Iteration 30Q: 3 clusters Score -979401.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -979407.875000 Penalty: 4690.655273
	Iteration 31Q: 3 clusters Score -979407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -979412.437500 Penalty: 4690.655273
	Iteration 32Q: 3 clusters Score -979412.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -979416.625000 Penalty: 4690.655273
	Iteration 33Q: 3 clusters Score -979416.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -979424.187500 Penalty: 4690.655273
	Iteration 34Q: 3 clusters Score -979424.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -979428.937500 Penalty: 4690.655273
	Iteration 35Q: 3 clusters Score -979428.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -979431.437500 Penalty: 4690.655273
	Iteration 36Q: 3 clusters Score -979431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -979434.375000 Penalty: 4690.655273
	Iteration 37Q: 3 clusters Score -979434.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -979434.687500 Penalty: 4690.655273
	Iteration 38Q: 3 clusters Score -979434.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -979435.000000 Penalty: 4690.655273
	Iteration 39Q: 3 clusters Score -979435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -979435.000000 Penalty: 4690.655273
	Iteration 40F: 3 clusters Score -979435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Entering Unmasked Estep 
Score: -1302448.250000 Penalty: 2399.123535
	Iteration 0F: 2 clusters Score -1302448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1290949.125000 Penalty: 4798.247070
	Iteration 0F: 3 clusters Score -1290949 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1294638.625000 Penalty: 4798.247070
	Iteration 1F: 3 clusters Score -1294639 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1294962.500000 Penalty: 4798.247070
	Iteration 2F: 3 clusters Score -1294962 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1295196.875000 Penalty: 4798.247070
	Iteration 3Q: 3 clusters Score -1295197 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1295402.375000 Penalty: 4798.247070
	Iteration 4Q: 3 clusters Score -1295402 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1295591.500000 Penalty: 4798.247070
	Iteration 5Q: 3 clusters Score -1295592 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1295807.500000 Penalty: 4798.247070
	Iteration 6Q: 3 clusters Score -1295808 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1296083.625000 Penalty: 4798.247070
	Iteration 7Q: 3 clusters Score -1296084 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1296426.125000 Penalty: 4798.247070
	Iteration 8Q: 3 clusters Score -1296426 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1296847.875000 Penalty: 4798.247070
	Iteration 9Q: 3 clusters Score -1296848 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1297348.375000 Penalty: 4798.247070
	Iteration 10Q: 3 clusters Score -1297348 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1297961.750000 Penalty: 4798.247070
	Iteration 11Q: 3 clusters Score -1297962 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1298545.125000 Penalty: 4798.247070
	Iteration 12Q: 3 clusters Score -1298545 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1299032.000000 Penalty: 4798.247070
	Iteration 13Q: 3 clusters Score -1299032 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1299404.750000 Penalty: 4798.247070
	Iteration 14Q: 3 clusters Score -1299405 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1299771.375000 Penalty: 4798.247070
	Iteration 15Q: 3 clusters Score -1299771 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1299967.125000 Penalty: 4798.247070
	Iteration 16Q: 3 clusters Score -1299967 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1300087.625000 Penalty: 4798.247070
	Iteration 17Q: 3 clusters Score -1300088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1300170.625000 Penalty: 4798.247070
	Iteration 18Q: 3 clusters Score -1300171 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1300219.500000 Penalty: 4798.247070
	Iteration 19Q: 3 clusters Score -1300220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1300262.375000 Penalty: 4798.247070
	Iteration 20F: 3 clusters Score -1300262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1300281.875000 Penalty: 4798.247070
	Iteration 21Q: 3 clusters Score -1300282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1300312.125000 Penalty: 4798.247070
	Iteration 22Q: 3 clusters Score -1300312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1300327.500000 Penalty: 4798.247070
	Iteration 23Q: 3 clusters Score -1300328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1300349.500000 Penalty: 4798.247070
	Iteration 24Q: 3 clusters Score -1300350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1300358.750000 Penalty: 4798.247070
	Iteration 25Q: 3 clusters Score -1300359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1300366.875000 Penalty: 4798.247070
	Iteration 26Q: 3 clusters Score -1300367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1300372.500000 Penalty: 4798.247070
	Iteration 27Q: 3 clusters Score -1300372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1300376.875000 Penalty: 4798.247070
	Iteration 28Q: 3 clusters Score -1300377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1300379.125000 Penalty: 4798.247070
	Iteration 29Q: 3 clusters Score -1300379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1300380.000000 Penalty: 4798.247070
	Iteration 30Q: 3 clusters Score -1300380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1300379.500000 Penalty: 4798.247070
	Iteration 31Q: 3 clusters Score -1300380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1300383.125000 Penalty: 4798.247070
	Iteration 32Q: 3 clusters Score -1300383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1300382.500000 Penalty: 4798.247070
	Iteration 33Q: 3 clusters Score -1300382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1300383.500000 Penalty: 4798.247070
	Iteration 34Q: 3 clusters Score -1300384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1300383.375000 Penalty: 4798.247070
	Iteration 35Q: 3 clusters Score -1300383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1300383.375000 Penalty: 4798.247070
	Iteration 36F: 3 clusters Score -1300383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -246977.156250 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -246977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -243526.015625 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -243526 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -244338.265625 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -244338.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -244623.687500 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -244623.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -244790.953125 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -244791 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -244913.218750 Penalty: 4012.687500
	Iteration 4Q: 3 clusters Score -244913.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -244994.531250 Penalty: 4012.687500
	Iteration 5Q: 3 clusters Score -244994.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -245074.187500 Penalty: 4012.687500
	Iteration 6Q: 3 clusters Score -245074.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245146.093750 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -245146.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -245218.437500 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -245218.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -245290.656250 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -245290.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -245358.218750 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -245358.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -245441.437500 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -245441.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245509.437500 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -245509.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -245591.531250 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -245591.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245693.625000 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -245693.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245878.156250 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -245878.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -246129.312500 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -246129.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -246518.046875 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -246518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -247066.281250 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -247066.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -247371.515625 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -247371.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -247430.375000 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -247430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -247439.140625 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -247439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -247444.609375 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -247444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -247447.078125 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -247447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -247447.546875 Penalty: 4012.687500
	Iteration 24Q: 3 clusters Score -247447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -247447.546875 Penalty: 4012.687500
	Iteration 25F: 3 clusters Score -247447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 19529 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13847 members 
Mstep: Class 5 contains 51548 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 7774 members 
Mstep: Class 8 contains 161072 members 
Mstep: Class 9 contains 1443 members 
Mstep: Class 10 contains 4235 members 
Mstep: Class 11 contains 28859 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 20552 members 
Mstep: Class 14 contains 253016 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 18858 members 
Mstep: Class 18 contains 96965 members 
Mstep: Class 19 contains 848299 members 
Mstep: Class 20 contains 12797 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 3462 members 
Mstep: Class 24 contains 37096 members 
Mstep: Class 25 contains 8602 members 
Mstep: Class 26 contains 20940 members 
Mstep: Class 27 contains 4899 members 
Mstep: Class 28 contains 35517 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 19021 members 
Mstep: Class 32 contains 942 members 
Mstep: Class 33 contains 1344 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 27461 members 
Mstep: Class 36 contains 1132 members 
Entering Unmasked Estep 
Score: -142798464.000000 Penalty: 128699.546875
Splitting cluster 22 changes total score from -142799680.000000 to -142798464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -269010.968750 Penalty: 2021.101318
	Iteration 0F: 2 clusters Score -269011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -265509.250000 Penalty: 4042.202637
	Iteration 0F: 3 clusters Score -265509.2 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -266336.187500 Penalty: 4042.202637
	Iteration 1F: 3 clusters Score -266336.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -266663.906250 Penalty: 4042.202637
	Iteration 2F: 3 clusters Score -266663.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266888.781250 Penalty: 4042.202637
	Iteration 3F: 3 clusters Score -266888.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -267108.593750 Penalty: 4042.202637
	Iteration 4F: 3 clusters Score -267108.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -267244.687500 Penalty: 4042.202637
	Iteration 5Q: 3 clusters Score -267244.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -267353.062500 Penalty: 4042.202637
	Iteration 6Q: 3 clusters Score -267353.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -267452.656250 Penalty: 4042.202637
	Iteration 7Q: 3 clusters Score -267452.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267519.531250 Penalty: 4042.202637
	Iteration 8Q: 3 clusters Score -267519.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -267579.718750 Penalty: 4042.202637
	Iteration 9Q: 3 clusters Score -267579.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -267634.750000 Penalty: 4042.202637
	Iteration 10Q: 3 clusters Score -267634.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -267672.312500 Penalty: 4042.202637
	Iteration 11Q: 3 clusters Score -267672.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267705.437500 Penalty: 4042.202637
	Iteration 12Q: 3 clusters Score -267705.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -267728.156250 Penalty: 4042.202637
	Iteration 13Q: 3 clusters Score -267728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -267740.781250 Penalty: 4042.202637
	Iteration 14Q: 3 clusters Score -267740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267751.750000 Penalty: 4042.202637
	Iteration 15Q: 3 clusters Score -267751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267761.375000 Penalty: 4042.202637
	Iteration 16Q: 3 clusters Score -267761.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -267769.406250 Penalty: 4042.202637
	Iteration 17Q: 3 clusters Score -267769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267775.218750 Penalty: 4042.202637
	Iteration 18Q: 3 clusters Score -267775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -267778.281250 Penalty: 4042.202637
	Iteration 19Q: 3 clusters Score -267778.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -267779.312500 Penalty: 4042.202637
	Iteration 20F: 3 clusters Score -267779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -267781.625000 Penalty: 4042.202637
	Iteration 21Q: 3 clusters Score -267781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -267783.218750 Penalty: 4042.202637
	Iteration 22Q: 3 clusters Score -267783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -267785.000000 Penalty: 4042.202637
	Iteration 23Q: 3 clusters Score -267785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -267785.500000 Penalty: 4042.202637
	Iteration 24Q: 3 clusters Score -267785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -267785.500000 Penalty: 4042.202637
	Iteration 25F: 3 clusters Score -267785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Entering Unmasked Estep 
Score: -2914830.000000 Penalty: 2609.273438
	Iteration 0F: 2 clusters Score -2914830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2889614.000000 Penalty: 5218.546875
	Iteration 0F: 3 clusters Score -2889614 nChanged 16813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2898967.000000 Penalty: 5218.546875
	Iteration 1F: 3 clusters Score -2898967 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2899435.500000 Penalty: 5218.546875
	Iteration 2Q: 3 clusters Score -2899436 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2899826.500000 Penalty: 5218.546875
	Iteration 3Q: 3 clusters Score -2899826 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2900214.000000 Penalty: 5218.546875
	Iteration 4Q: 3 clusters Score -2900214 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2900662.500000 Penalty: 5218.546875
	Iteration 5Q: 3 clusters Score -2900662 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2901161.750000 Penalty: 5218.546875
	Iteration 6Q: 3 clusters Score -2901162 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2901751.750000 Penalty: 5218.546875
	Iteration 7Q: 3 clusters Score -2901752 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2902482.500000 Penalty: 5218.546875
	Iteration 8Q: 3 clusters Score -2902482 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2903321.500000 Penalty: 5218.546875
	Iteration 9Q: 3 clusters Score -2903322 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2904346.750000 Penalty: 5218.546875
	Iteration 10F: 3 clusters Score -2904347 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2905432.250000 Penalty: 5218.546875
	Iteration 11Q: 3 clusters Score -2905432 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -2906553.250000 Penalty: 5218.546875
	Iteration 12Q: 3 clusters Score -2906553 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -2907724.500000 Penalty: 5218.546875
	Iteration 13Q: 3 clusters Score -2907724 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -2909233.000000 Penalty: 5218.546875
	Iteration 14Q: 3 clusters Score -2909233 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -2910639.750000 Penalty: 5218.546875
	Iteration 15Q: 3 clusters Score -2910640 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -2911484.500000 Penalty: 5218.546875
	Iteration 16Q: 3 clusters Score -2911484 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -2911770.750000 Penalty: 5218.546875
	Iteration 17Q: 3 clusters Score -2911771 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -2911908.500000 Penalty: 5218.546875
	Iteration 18Q: 3 clusters Score -2911908 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -2911996.500000 Penalty: 5218.546875
	Iteration 19Q: 3 clusters Score -2911996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2912030.750000 Penalty: 5218.546875
	Iteration 20F: 3 clusters Score -2912031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -2912050.500000 Penalty: 5218.546875
	Iteration 21Q: 3 clusters Score -2912050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -2912079.000000 Penalty: 5218.546875
	Iteration 22Q: 3 clusters Score -2912079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -2912096.750000 Penalty: 5218.546875
	Iteration 23Q: 3 clusters Score -2912097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -2912103.750000 Penalty: 5218.546875
	Iteration 24Q: 3 clusters Score -2912104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -2912111.750000 Penalty: 5218.546875
	Iteration 25Q: 3 clusters Score -2912112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -2912120.000000 Penalty: 5218.546875
	Iteration 26Q: 3 clusters Score -2912120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -2912132.500000 Penalty: 5218.546875
	Iteration 27Q: 3 clusters Score -2912132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -2912130.750000 Penalty: 5218.546875
	Iteration 28Q: 3 clusters Score -2912131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -2912137.750000 Penalty: 5218.546875
	Iteration 29Q: 3 clusters Score -2912138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -2912150.750000 Penalty: 5218.546875
	Iteration 30Q: 3 clusters Score -2912151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -2912152.750000 Penalty: 5218.546875
	Iteration 31Q: 3 clusters Score -2912153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -2912159.750000 Penalty: 5218.546875
	Iteration 32Q: 3 clusters Score -2912160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -2912162.750000 Penalty: 5218.546875
	Iteration 33Q: 3 clusters Score -2912163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -2912169.000000 Penalty: 5218.546875
	Iteration 34Q: 3 clusters Score -2912169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -2912172.000000 Penalty: 5218.546875
	Iteration 35Q: 3 clusters Score -2912172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -2912169.500000 Penalty: 5218.546875
	Iteration 36Q: 3 clusters Score -2912170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -2912167.250000 Penalty: 5218.546875
	Iteration 37Q: 3 clusters Score -2912167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -2912173.250000 Penalty: 5218.546875
	Iteration 38Q: 3 clusters Score -2912173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -2912180.750000 Penalty: 5218.546875
	Iteration 39Q: 3 clusters Score -2912181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -2912178.250000 Penalty: 5218.546875
	Iteration 40F: 3 clusters Score -2912178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -2912178.500000 Penalty: 5218.546875
	Iteration 41Q: 3 clusters Score -2912178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -2912178.500000 Penalty: 5218.546875
	Iteration 42Q: 3 clusters Score -2912178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2912183.250000 Penalty: 5218.546875
	Iteration 43Q: 3 clusters Score -2912183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -2912186.000000 Penalty: 5218.546875
	Iteration 44Q: 3 clusters Score -2912186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -2912186.250000 Penalty: 5218.546875
	Iteration 45Q: 3 clusters Score -2912186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -2912187.500000 Penalty: 5218.546875
	Iteration 46Q: 3 clusters Score -2912188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -2912185.250000 Penalty: 5218.546875
	Iteration 47Q: 3 clusters Score -2912185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -2912184.250000 Penalty: 5218.546875
	Iteration 48Q: 3 clusters Score -2912184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -2912188.500000 Penalty: 5218.546875
	Iteration 49Q: 3 clusters Score -2912188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -2912189.000000 Penalty: 5218.546875
	Iteration 50Q: 3 clusters Score -2912189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -2912187.500000 Penalty: 5218.546875
	Iteration 51Q: 3 clusters Score -2912188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -2912187.000000 Penalty: 5218.546875
	Iteration 52Q: 3 clusters Score -2912187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -2912180.750000 Penalty: 5218.546875
	Iteration 53Q: 3 clusters Score -2912181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -2912182.500000 Penalty: 5218.546875
	Iteration 54Q: 3 clusters Score -2912182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -2912185.250000 Penalty: 5218.546875
	Iteration 55Q: 3 clusters Score -2912185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -2912180.250000 Penalty: 5218.546875
	Iteration 56Q: 3 clusters Score -2912180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -2912181.750000 Penalty: 5218.546875
	Iteration 57Q: 3 clusters Score -2912182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -2912185.000000 Penalty: 5218.546875
	Iteration 58Q: 3 clusters Score -2912185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -2912186.500000 Penalty: 5218.546875
	Iteration 59Q: 3 clusters Score -2912186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -2912186.500000 Penalty: 5218.546875
	Iteration 60F: 3 clusters Score -2912186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -671004.125000 Penalty: 2246.817871
	Iteration 0F: 2 clusters Score -671004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -664229.437500 Penalty: 4493.635742
	Iteration 0F: 3 clusters Score -664229.4 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -666054.562500 Penalty: 4493.635742
	Iteration 1F: 3 clusters Score -666054.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -666335.375000 Penalty: 4493.635742
	Iteration 2F: 3 clusters Score -666335.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -666530.000000 Penalty: 4493.635742
	Iteration 3Q: 3 clusters Score -666530 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -666685.625000 Penalty: 4493.635742
	Iteration 4Q: 3 clusters Score -666685.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -666806.062500 Penalty: 4493.635742
	Iteration 5Q: 3 clusters Score -666806.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -666893.437500 Penalty: 4493.635742
	Iteration 6Q: 3 clusters Score -666893.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -666975.062500 Penalty: 4493.635742
	Iteration 7Q: 3 clusters Score -666975.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -667050.937500 Penalty: 4493.635742
	Iteration 8Q: 3 clusters Score -667050.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -667123.250000 Penalty: 4493.635742
	Iteration 9Q: 3 clusters Score -667123.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -667179.375000 Penalty: 4493.635742
	Iteration 10Q: 3 clusters Score -667179.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -667237.437500 Penalty: 4493.635742
	Iteration 11Q: 3 clusters Score -667237.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -667295.687500 Penalty: 4493.635742
	Iteration 12Q: 3 clusters Score -667295.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -667362.187500 Penalty: 4493.635742
	Iteration 13Q: 3 clusters Score -667362.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -667436.562500 Penalty: 4493.635742
	Iteration 14Q: 3 clusters Score -667436.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -667527.937500 Penalty: 4493.635742
	Iteration 15Q: 3 clusters Score -667527.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -667641.750000 Penalty: 4493.635742
	Iteration 16Q: 3 clusters Score -667641.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -667775.125000 Penalty: 4493.635742
	Iteration 17Q: 3 clusters Score -667775.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -667928.375000 Penalty: 4493.635742
	Iteration 18Q: 3 clusters Score -667928.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -668102.437500 Penalty: 4493.635742
	Iteration 19Q: 3 clusters Score -668102.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -668291.125000 Penalty: 4493.635742
	Iteration 20F: 3 clusters Score -668291.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -668486.250000 Penalty: 4493.635742
	Iteration 21Q: 3 clusters Score -668486.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -668656.625000 Penalty: 4493.635742
	Iteration 22Q: 3 clusters Score -668656.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -668813.250000 Penalty: 4493.635742
	Iteration 23Q: 3 clusters Score -668813.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -668921.375000 Penalty: 4493.635742
	Iteration 24Q: 3 clusters Score -668921.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -669016.062500 Penalty: 4493.635742
	Iteration 25Q: 3 clusters Score -669016.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -669104.312500 Penalty: 4493.635742
	Iteration 26Q: 3 clusters Score -669104.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -669157.875000 Penalty: 4493.635742
	Iteration 27Q: 3 clusters Score -669157.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -669201.562500 Penalty: 4493.635742
	Iteration 28Q: 3 clusters Score -669201.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -669225.375000 Penalty: 4493.635742
	Iteration 29Q: 3 clusters Score -669225.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -669242.750000 Penalty: 4493.635742
	Iteration 30Q: 3 clusters Score -669242.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -669252.812500 Penalty: 4493.635742
	Iteration 31Q: 3 clusters Score -669252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -669263.187500 Penalty: 4493.635742
	Iteration 32Q: 3 clusters Score -669263.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -669280.500000 Penalty: 4493.635742
	Iteration 33Q: 3 clusters Score -669280.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -669285.812500 Penalty: 4493.635742
	Iteration 34Q: 3 clusters Score -669285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -669290.375000 Penalty: 4493.635742
	Iteration 35Q: 3 clusters Score -669290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -669296.562500 Penalty: 4493.635742
	Iteration 36Q: 3 clusters Score -669296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -669306.062500 Penalty: 4493.635742
	Iteration 37Q: 3 clusters Score -669306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -669312.125000 Penalty: 4493.635742
	Iteration 38Q: 3 clusters Score -669312.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -669321.000000 Penalty: 4493.635742
	Iteration 39Q: 3 clusters Score -669321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -669326.000000 Penalty: 4493.635742
	Iteration 40F: 3 clusters Score -669326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -669327.000000 Penalty: 4493.635742
	Iteration 41Q: 3 clusters Score -669327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -669330.250000 Penalty: 4493.635742
	Iteration 42Q: 3 clusters Score -669330.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -669330.687500 Penalty: 4493.635742
	Iteration 43Q: 3 clusters Score -669330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -669333.062500 Penalty: 4493.635742
	Iteration 44Q: 3 clusters Score -669333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -669333.062500 Penalty: 4493.635742
	Iteration 45F: 3 clusters Score -669333.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (20940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Entering Unmasked Estep 
Score: -1644677.500000 Penalty: 2467.455322
	Iteration 0F: 2 clusters Score -1644678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1630083.250000 Penalty: 4934.910645
	Iteration 0F: 3 clusters Score -1630083 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1635155.750000 Penalty: 4934.910645
	Iteration 1F: 3 clusters Score -1635156 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1635696.750000 Penalty: 4934.910645
	Iteration 2F: 3 clusters Score -1635697 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1636215.500000 Penalty: 4934.910645
	Iteration 3F: 3 clusters Score -1636216 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1636684.500000 Penalty: 4934.910645
	Iteration 4F: 3 clusters Score -1636684 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1637052.750000 Penalty: 4934.910645
	Iteration 5Q: 3 clusters Score -1637053 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1637379.750000 Penalty: 4934.910645
	Iteration 6Q: 3 clusters Score -1637380 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1637701.000000 Penalty: 4934.910645
	Iteration 7Q: 3 clusters Score -1637701 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1638014.000000 Penalty: 4934.910645
	Iteration 8Q: 3 clusters Score -1638014 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1638349.375000 Penalty: 4934.910645
	Iteration 9Q: 3 clusters Score -1638349 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1638698.000000 Penalty: 4934.910645
	Iteration 10Q: 3 clusters Score -1638698 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1639064.375000 Penalty: 4934.910645
	Iteration 11Q: 3 clusters Score -1639064 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1639454.250000 Penalty: 4934.910645
	Iteration 12Q: 3 clusters Score -1639454 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1639821.375000 Penalty: 4934.910645
	Iteration 13Q: 3 clusters Score -1639821 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1640180.000000 Penalty: 4934.910645
	Iteration 14Q: 3 clusters Score -1640180 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1640523.250000 Penalty: 4934.910645
	Iteration 15Q: 3 clusters Score -1640523 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1640803.875000 Penalty: 4934.910645
	Iteration 16Q: 3 clusters Score -1640804 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1641010.625000 Penalty: 4934.910645
	Iteration 17Q: 3 clusters Score -1641011 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1641158.500000 Penalty: 4934.910645
	Iteration 18Q: 3 clusters Score -1641158 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1641287.250000 Penalty: 4934.910645
	Iteration 19Q: 3 clusters Score -1641287 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1641412.000000 Penalty: 4934.910645
	Iteration 20F: 3 clusters Score -1641412 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1641541.000000 Penalty: 4934.910645
	Iteration 21Q: 3 clusters Score -1641541 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1641696.625000 Penalty: 4934.910645
	Iteration 22Q: 3 clusters Score -1641697 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1641844.250000 Penalty: 4934.910645
	Iteration 23Q: 3 clusters Score -1641844 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1641994.750000 Penalty: 4934.910645
	Iteration 24Q: 3 clusters Score -1641995 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1642158.000000 Penalty: 4934.910645
	Iteration 25Q: 3 clusters Score -1642158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1642274.875000 Penalty: 4934.910645
	Iteration 26Q: 3 clusters Score -1642275 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1642365.625000 Penalty: 4934.910645
	Iteration 27Q: 3 clusters Score -1642366 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1642431.500000 Penalty: 4934.910645
	Iteration 28Q: 3 clusters Score -1642432 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1642484.125000 Penalty: 4934.910645
	Iteration 29Q: 3 clusters Score -1642484 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1642548.500000 Penalty: 4934.910645
	Iteration 30Q: 3 clusters Score -1642548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1642603.125000 Penalty: 4934.910645
	Iteration 31Q: 3 clusters Score -1642603 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1642648.250000 Penalty: 4934.910645
	Iteration 32Q: 3 clusters Score -1642648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1642696.500000 Penalty: 4934.910645
	Iteration 33Q: 3 clusters Score -1642696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1642748.000000 Penalty: 4934.910645
	Iteration 34Q: 3 clusters Score -1642748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1642788.875000 Penalty: 4934.910645
	Iteration 35Q: 3 clusters Score -1642789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1642818.625000 Penalty: 4934.910645
	Iteration 36Q: 3 clusters Score -1642819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1642839.750000 Penalty: 4934.910645
	Iteration 37Q: 3 clusters Score -1642840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1642852.000000 Penalty: 4934.910645
	Iteration 38Q: 3 clusters Score -1642852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1642862.250000 Penalty: 4934.910645
	Iteration 39Q: 3 clusters Score -1642862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1642873.250000 Penalty: 4934.910645
	Iteration 40F: 3 clusters Score -1642873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1642880.125000 Penalty: 4934.910645
	Iteration 41Q: 3 clusters Score -1642880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1642879.375000 Penalty: 4934.910645
	Iteration 42Q: 3 clusters Score -1642879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1642878.750000 Penalty: 4934.910645
	Iteration 43Q: 3 clusters Score -1642879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1642884.875000 Penalty: 4934.910645
	Iteration 44Q: 3 clusters Score -1642885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1642885.125000 Penalty: 4934.910645
	Iteration 45Q: 3 clusters Score -1642885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1642889.625000 Penalty: 4934.910645
	Iteration 46Q: 3 clusters Score -1642890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1642891.500000 Penalty: 4934.910645
	Iteration 47Q: 3 clusters Score -1642892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1642895.000000 Penalty: 4934.910645
	Iteration 48Q: 3 clusters Score -1642895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1642895.375000 Penalty: 4934.910645
	Iteration 49Q: 3 clusters Score -1642895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1642899.125000 Penalty: 4934.910645
	Iteration 50Q: 3 clusters Score -1642899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1642898.625000 Penalty: 4934.910645
	Iteration 51Q: 3 clusters Score -1642899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1642900.125000 Penalty: 4934.910645
	Iteration 52Q: 3 clusters Score -1642900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1642895.750000 Penalty: 4934.910645
	Iteration 53Q: 3 clusters Score -1642896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1642898.500000 Penalty: 4934.910645
	Iteration 54Q: 3 clusters Score -1642898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1642897.750000 Penalty: 4934.910645
	Iteration 55Q: 3 clusters Score -1642898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1642902.125000 Penalty: 4934.910645
	Iteration 56Q: 3 clusters Score -1642902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1642905.125000 Penalty: 4934.910645
	Iteration 57Q: 3 clusters Score -1642905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1642903.250000 Penalty: 4934.910645
	Iteration 58Q: 3 clusters Score -1642903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1642906.000000 Penalty: 4934.910645
	Iteration 59Q: 3 clusters Score -1642906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1642903.750000 Penalty: 4934.910645
	Iteration 60F: 3 clusters Score -1642904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1642908.125000 Penalty: 4934.910645
	Iteration 61Q: 3 clusters Score -1642908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1642908.250000 Penalty: 4934.910645
	Iteration 62Q: 3 clusters Score -1642908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1642908.875000 Penalty: 4934.910645
	Iteration 63Q: 3 clusters Score -1642909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1642911.125000 Penalty: 4934.910645
	Iteration 64Q: 3 clusters Score -1642911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1642912.375000 Penalty: 4934.910645
	Iteration 65Q: 3 clusters Score -1642912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1642915.500000 Penalty: 4934.910645
	Iteration 66Q: 3 clusters Score -1642916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1642914.250000 Penalty: 4934.910645
	Iteration 67Q: 3 clusters Score -1642914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1642918.750000 Penalty: 4934.910645
	Iteration 68Q: 3 clusters Score -1642919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1642921.375000 Penalty: 4934.910645
	Iteration 69Q: 3 clusters Score -1642921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1642918.000000 Penalty: 4934.910645
	Iteration 70Q: 3 clusters Score -1642918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1642920.000000 Penalty: 4934.910645
	Iteration 71Q: 3 clusters Score -1642920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1642923.500000 Penalty: 4934.910645
	Iteration 72Q: 3 clusters Score -1642924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1642925.500000 Penalty: 4934.910645
	Iteration 73Q: 3 clusters Score -1642926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1642927.000000 Penalty: 4934.910645
	Iteration 74Q: 3 clusters Score -1642927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1642928.375000 Penalty: 4934.910645
	Iteration 75Q: 3 clusters Score -1642928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1642932.125000 Penalty: 4934.910645
	Iteration 76Q: 3 clusters Score -1642932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1642934.750000 Penalty: 4934.910645
	Iteration 77Q: 3 clusters Score -1642935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1642931.750000 Penalty: 4934.910645
	Iteration 78Q: 3 clusters Score -1642932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1642931.750000 Penalty: 4934.910645
	Iteration 79F: 3 clusters Score -1642932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -378599.156250 Penalty: 2107.202881
	Iteration 0F: 2 clusters Score -378599.2 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 2451 members 
Entering Unmasked Estep 
Score: -374268.312500 Penalty: 4214.405762
	Iteration 0F: 3 clusters Score -374268.3 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -375405.000000 Penalty: 4214.405762
	Iteration 1F: 3 clusters Score -375405 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -375792.593750 Penalty: 4214.405762
	Iteration 2F: 3 clusters Score -375792.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -376119.187500 Penalty: 4214.405762
	Iteration 3F: 3 clusters Score -376119.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -376410.531250 Penalty: 4214.405762
	Iteration 4F: 3 clusters Score -376410.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -376664.718750 Penalty: 4214.405762
	Iteration 5F: 3 clusters Score -376664.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -376827.593750 Penalty: 4214.405762
	Iteration 6Q: 3 clusters Score -376827.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -376922.625000 Penalty: 4214.405762
	Iteration 7Q: 3 clusters Score -376922.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -376981.218750 Penalty: 4214.405762
	Iteration 8Q: 3 clusters Score -376981.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -377025.031250 Penalty: 4214.405762
	Iteration 9Q: 3 clusters Score -377025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -377052.468750 Penalty: 4214.405762
	Iteration 10Q: 3 clusters Score -377052.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -377075.375000 Penalty: 4214.405762
	Iteration 11Q: 3 clusters Score -377075.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -377091.375000 Penalty: 4214.405762
	Iteration 12Q: 3 clusters Score -377091.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -377107.875000 Penalty: 4214.405762
	Iteration 13Q: 3 clusters Score -377107.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -377120.093750 Penalty: 4214.405762
	Iteration 14Q: 3 clusters Score -377120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -377125.625000 Penalty: 4214.405762
	Iteration 15Q: 3 clusters Score -377125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -377129.437500 Penalty: 4214.405762
	Iteration 16Q: 3 clusters Score -377129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -377132.000000 Penalty: 4214.405762
	Iteration 17Q: 3 clusters Score -377132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -377132.406250 Penalty: 4214.405762
	Iteration 18Q: 3 clusters Score -377132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -377134.562500 Penalty: 4214.405762
	Iteration 19Q: 3 clusters Score -377134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -377134.687500 Penalty: 4214.405762
	Iteration 20F: 3 clusters Score -377134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -377136.625000 Penalty: 4214.405762
	Iteration 21Q: 3 clusters Score -377136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -377137.843750 Penalty: 4214.405762
	Iteration 22Q: 3 clusters Score -377137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -377137.500000 Penalty: 4214.405762
	Iteration 23Q: 3 clusters Score -377137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -377137.500000 Penalty: 4214.405762
	Iteration 24F: 3 clusters Score -377137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (35517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Entering Unmasked Estep 
Score: -2941957.250000 Penalty: 2598.486328
	Iteration 0F: 2 clusters Score -2941957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2917608.250000 Penalty: 5196.972656
	Iteration 0F: 3 clusters Score -2917608 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2926556.750000 Penalty: 5196.972656
	Iteration 1F: 3 clusters Score -2926557 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2927071.000000 Penalty: 5196.972656
	Iteration 2Q: 3 clusters Score -2927071 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2927536.750000 Penalty: 5196.972656
	Iteration 3Q: 3 clusters Score -2927537 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2928087.000000 Penalty: 5196.972656
	Iteration 4Q: 3 clusters Score -2928087 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2928742.000000 Penalty: 5196.972656
	Iteration 5Q: 3 clusters Score -2928742 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2929544.000000 Penalty: 5196.972656
	Iteration 6Q: 3 clusters Score -2929544 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2930669.000000 Penalty: 5196.972656
	Iteration 7F: 3 clusters Score -2930669 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2932287.750000 Penalty: 5196.972656
	Iteration 8F: 3 clusters Score -2932288 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2934287.250000 Penalty: 5196.972656
	Iteration 9F: 3 clusters Score -2934287 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2935936.000000 Penalty: 5196.972656
	Iteration 10F: 3 clusters Score -2935936 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2936812.500000 Penalty: 5196.972656
	Iteration 11Q: 3 clusters Score -2936812 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2937163.500000 Penalty: 5196.972656
	Iteration 12Q: 3 clusters Score -2937164 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2937373.500000 Penalty: 5196.972656
	Iteration 13Q: 3 clusters Score -2937374 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2937538.000000 Penalty: 5196.972656
	Iteration 14Q: 3 clusters Score -2937538 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2937674.000000 Penalty: 5196.972656
	Iteration 15Q: 3 clusters Score -2937674 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2937817.250000 Penalty: 5196.972656
	Iteration 16Q: 3 clusters Score -2937817 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2937943.500000 Penalty: 5196.972656
	Iteration 17Q: 3 clusters Score -2937944 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2938071.750000 Penalty: 5196.972656
	Iteration 18Q: 3 clusters Score -2938072 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2938239.000000 Penalty: 5196.972656
	Iteration 19Q: 3 clusters Score -2938239 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2938360.500000 Penalty: 5196.972656
	Iteration 20F: 3 clusters Score -2938360 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2938478.250000 Penalty: 5196.972656
	Iteration 21Q: 3 clusters Score -2938478 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2938591.000000 Penalty: 5196.972656
	Iteration 22Q: 3 clusters Score -2938591 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2938702.500000 Penalty: 5196.972656
	Iteration 23Q: 3 clusters Score -2938702 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2938795.250000 Penalty: 5196.972656
	Iteration 24Q: 3 clusters Score -2938795 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2938876.750000 Penalty: 5196.972656
	Iteration 25Q: 3 clusters Score -2938877 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2938958.750000 Penalty: 5196.972656
	Iteration 26Q: 3 clusters Score -2938959 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2939025.500000 Penalty: 5196.972656
	Iteration 27Q: 3 clusters Score -2939026 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2939070.500000 Penalty: 5196.972656
	Iteration 28Q: 3 clusters Score -2939070 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2939124.750000 Penalty: 5196.972656
	Iteration 29Q: 3 clusters Score -2939125 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2939171.250000 Penalty: 5196.972656
	Iteration 30Q: 3 clusters Score -2939171 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2939209.000000 Penalty: 5196.972656
	Iteration 31Q: 3 clusters Score -2939209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2939266.250000 Penalty: 5196.972656
	Iteration 32Q: 3 clusters Score -2939266 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2939319.000000 Penalty: 5196.972656
	Iteration 33Q: 3 clusters Score -2939319 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2939407.250000 Penalty: 5196.972656
	Iteration 34Q: 3 clusters Score -2939407 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2939451.000000 Penalty: 5196.972656
	Iteration 35Q: 3 clusters Score -2939451 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2939498.000000 Penalty: 5196.972656
	Iteration 36Q: 3 clusters Score -2939498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2939540.250000 Penalty: 5196.972656
	Iteration 37Q: 3 clusters Score -2939540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2939580.500000 Penalty: 5196.972656
	Iteration 38Q: 3 clusters Score -2939580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2939625.500000 Penalty: 5196.972656
	Iteration 39Q: 3 clusters Score -2939626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2939669.250000 Penalty: 5196.972656
	Iteration 40F: 3 clusters Score -2939669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2939698.000000 Penalty: 5196.972656
	Iteration 41Q: 3 clusters Score -2939698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2939731.000000 Penalty: 5196.972656
	Iteration 42Q: 3 clusters Score -2939731 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2939763.750000 Penalty: 5196.972656
	Iteration 43Q: 3 clusters Score -2939764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2939795.000000 Penalty: 5196.972656
	Iteration 44Q: 3 clusters Score -2939795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2939813.250000 Penalty: 5196.972656
	Iteration 45Q: 3 clusters Score -2939813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2939832.250000 Penalty: 5196.972656
	Iteration 46Q: 3 clusters Score -2939832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2939857.000000 Penalty: 5196.972656
	Iteration 47Q: 3 clusters Score -2939857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2939872.250000 Penalty: 5196.972656
	Iteration 48Q: 3 clusters Score -2939872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2939885.750000 Penalty: 5196.972656
	Iteration 49Q: 3 clusters Score -2939886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2939897.000000 Penalty: 5196.972656
	Iteration 50Q: 3 clusters Score -2939897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2939903.250000 Penalty: 5196.972656
	Iteration 51Q: 3 clusters Score -2939903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2939915.750000 Penalty: 5196.972656
	Iteration 52Q: 3 clusters Score -2939916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2939923.500000 Penalty: 5196.972656
	Iteration 53Q: 3 clusters Score -2939924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2939935.000000 Penalty: 5196.972656
	Iteration 54Q: 3 clusters Score -2939935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2939943.000000 Penalty: 5196.972656
	Iteration 55Q: 3 clusters Score -2939943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2939944.750000 Penalty: 5196.972656
	Iteration 56Q: 3 clusters Score -2939945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2939951.500000 Penalty: 5196.972656
	Iteration 57Q: 3 clusters Score -2939952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2939956.750000 Penalty: 5196.972656
	Iteration 58Q: 3 clusters Score -2939957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2939955.750000 Penalty: 5196.972656
	Iteration 59Q: 3 clusters Score -2939956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2939957.500000 Penalty: 5196.972656
	Iteration 60F: 3 clusters Score -2939958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2939957.500000 Penalty: 5196.972656
	Iteration 61Q: 3 clusters Score -2939958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2939960.500000 Penalty: 5196.972656
	Iteration 62Q: 3 clusters Score -2939960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2939961.250000 Penalty: 5196.972656
	Iteration 63Q: 3 clusters Score -2939961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2939961.750000 Penalty: 5196.972656
	Iteration 64Q: 3 clusters Score -2939962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2939959.500000 Penalty: 5196.972656
	Iteration 65Q: 3 clusters Score -2939960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2939958.500000 Penalty: 5196.972656
	Iteration 66Q: 3 clusters Score -2939958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2939958.000000 Penalty: 5196.972656
	Iteration 67Q: 3 clusters Score -2939958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2939960.500000 Penalty: 5196.972656
	Iteration 68Q: 3 clusters Score -2939960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2939954.250000 Penalty: 5196.972656
	Iteration 69Q: 3 clusters Score -2939954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2939961.500000 Penalty: 5196.972656
	Iteration 70Q: 3 clusters Score -2939962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2939966.750000 Penalty: 5196.972656
	Iteration 71Q: 3 clusters Score -2939967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2939962.750000 Penalty: 5196.972656
	Iteration 72Q: 3 clusters Score -2939963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2939966.000000 Penalty: 5196.972656
	Iteration 73Q: 3 clusters Score -2939966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2939972.250000 Penalty: 5196.972656
	Iteration 74Q: 3 clusters Score -2939972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2939971.500000 Penalty: 5196.972656
	Iteration 75Q: 3 clusters Score -2939972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2939973.000000 Penalty: 5196.972656
	Iteration 76Q: 3 clusters Score -2939973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2939972.750000 Penalty: 5196.972656
	Iteration 77Q: 3 clusters Score -2939973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2939974.500000 Penalty: 5196.972656
	Iteration 78Q: 3 clusters Score -2939974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2939978.750000 Penalty: 5196.972656
	Iteration 79Q: 3 clusters Score -2939979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2939978.750000 Penalty: 5196.972656
	Iteration 80F: 3 clusters Score -2939979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2939980.000000 Penalty: 5196.972656
	Iteration 81Q: 3 clusters Score -2939980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2939984.250000 Penalty: 5196.972656
	Iteration 82Q: 3 clusters Score -2939984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2939986.750000 Penalty: 5196.972656
	Iteration 83Q: 3 clusters Score -2939987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2939985.000000 Penalty: 5196.972656
	Iteration 84Q: 3 clusters Score -2939985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2939985.750000 Penalty: 5196.972656
	Iteration 85Q: 3 clusters Score -2939986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2939984.250000 Penalty: 5196.972656
	Iteration 86Q: 3 clusters Score -2939984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2939984.250000 Penalty: 5196.972656
	Iteration 87F: 3 clusters Score -2939984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -2349392.750000 Penalty: 2542.047852
	Iteration 0F: 2 clusters Score -2349393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2329877.500000 Penalty: 5084.095703
	Iteration 0F: 3 clusters Score -2329878 nChanged 12709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2336550.750000 Penalty: 5084.095703
	Iteration 1F: 3 clusters Score -2336551 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2336962.750000 Penalty: 5084.095703
	Iteration 2Q: 3 clusters Score -2336963 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2337305.250000 Penalty: 5084.095703
	Iteration 3Q: 3 clusters Score -2337305 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2337704.250000 Penalty: 5084.095703
	Iteration 4Q: 3 clusters Score -2337704 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2338227.250000 Penalty: 5084.095703
	Iteration 5Q: 3 clusters Score -2338227 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2338994.250000 Penalty: 5084.095703
	Iteration 6F: 3 clusters Score -2338994 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2340153.750000 Penalty: 5084.095703
	Iteration 7F: 3 clusters Score -2340154 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2341763.250000 Penalty: 5084.095703
	Iteration 8F: 3 clusters Score -2341763 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2343599.250000 Penalty: 5084.095703
	Iteration 9F: 3 clusters Score -2343599 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2345218.000000 Penalty: 5084.095703
	Iteration 10F: 3 clusters Score -2345218 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -2346244.750000 Penalty: 5084.095703
	Iteration 11Q: 3 clusters Score -2346245 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2346726.250000 Penalty: 5084.095703
	Iteration 12Q: 3 clusters Score -2346726 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -2346932.000000 Penalty: 5084.095703
	Iteration 13Q: 3 clusters Score -2346932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -2347022.000000 Penalty: 5084.095703
	Iteration 14Q: 3 clusters Score -2347022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2347090.500000 Penalty: 5084.095703
	Iteration 15Q: 3 clusters Score -2347090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2347125.000000 Penalty: 5084.095703
	Iteration 16Q: 3 clusters Score -2347125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2347151.000000 Penalty: 5084.095703
	Iteration 17Q: 3 clusters Score -2347151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -2347163.750000 Penalty: 5084.095703
	Iteration 18Q: 3 clusters Score -2347164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -2347178.500000 Penalty: 5084.095703
	Iteration 19Q: 3 clusters Score -2347178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2347187.000000 Penalty: 5084.095703
	Iteration 20F: 3 clusters Score -2347187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2347189.750000 Penalty: 5084.095703
	Iteration 21Q: 3 clusters Score -2347190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2347191.000000 Penalty: 5084.095703
	Iteration 22Q: 3 clusters Score -2347191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -2347191.000000 Penalty: 5084.095703
	Iteration 23F: 3 clusters Score -2347191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Entering Unmasked Estep 
Score: -1694603.250000 Penalty: 2470.457031
	Iteration 0F: 2 clusters Score -1694603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1679707.375000 Penalty: 4940.914062
	Iteration 0F: 3 clusters Score -1679707 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1684872.750000 Penalty: 4940.914062
	Iteration 1F: 3 clusters Score -1684873 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1685225.750000 Penalty: 4940.914062
	Iteration 2F: 3 clusters Score -1685226 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1685473.250000 Penalty: 4940.914062
	Iteration 3Q: 3 clusters Score -1685473 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1685703.625000 Penalty: 4940.914062
	Iteration 4Q: 3 clusters Score -1685704 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1685932.750000 Penalty: 4940.914062
	Iteration 5Q: 3 clusters Score -1685933 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1686163.625000 Penalty: 4940.914062
	Iteration 6Q: 3 clusters Score -1686164 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1686473.500000 Penalty: 4940.914062
	Iteration 7Q: 3 clusters Score -1686474 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1686824.500000 Penalty: 4940.914062
	Iteration 8Q: 3 clusters Score -1686824 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1687361.375000 Penalty: 4940.914062
	Iteration 9Q: 3 clusters Score -1687361 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1688126.500000 Penalty: 4940.914062
	Iteration 10Q: 3 clusters Score -1688126 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1689142.125000 Penalty: 4940.914062
	Iteration 11F: 3 clusters Score -1689142 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1690269.750000 Penalty: 4940.914062
	Iteration 12Q: 3 clusters Score -1690270 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1691279.625000 Penalty: 4940.914062
	Iteration 13Q: 3 clusters Score -1691280 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1691939.625000 Penalty: 4940.914062
	Iteration 14Q: 3 clusters Score -1691940 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1692272.625000 Penalty: 4940.914062
	Iteration 15Q: 3 clusters Score -1692273 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1692465.875000 Penalty: 4940.914062
	Iteration 16Q: 3 clusters Score -1692466 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1692585.375000 Penalty: 4940.914062
	Iteration 17Q: 3 clusters Score -1692585 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1692676.500000 Penalty: 4940.914062
	Iteration 18Q: 3 clusters Score -1692676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1692744.750000 Penalty: 4940.914062
	Iteration 19Q: 3 clusters Score -1692745 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1692820.000000 Penalty: 4940.914062
	Iteration 20F: 3 clusters Score -1692820 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1692884.375000 Penalty: 4940.914062
	Iteration 21Q: 3 clusters Score -1692884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1692969.750000 Penalty: 4940.914062
	Iteration 22Q: 3 clusters Score -1692970 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1693048.250000 Penalty: 4940.914062
	Iteration 23Q: 3 clusters Score -1693048 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1693117.375000 Penalty: 4940.914062
	Iteration 24Q: 3 clusters Score -1693117 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1693214.375000 Penalty: 4940.914062
	Iteration 25Q: 3 clusters Score -1693214 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1693325.500000 Penalty: 4940.914062
	Iteration 26Q: 3 clusters Score -1693326 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1693433.250000 Penalty: 4940.914062
	Iteration 27Q: 3 clusters Score -1693433 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1693533.000000 Penalty: 4940.914062
	Iteration 28Q: 3 clusters Score -1693533 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1693620.000000 Penalty: 4940.914062
	Iteration 29Q: 3 clusters Score -1693620 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1693707.250000 Penalty: 4940.914062
	Iteration 30Q: 3 clusters Score -1693707 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1693799.750000 Penalty: 4940.914062
	Iteration 31Q: 3 clusters Score -1693800 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1693907.750000 Penalty: 4940.914062
	Iteration 32Q: 3 clusters Score -1693908 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1694043.125000 Penalty: 4940.914062
	Iteration 33Q: 3 clusters Score -1694043 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1694150.000000 Penalty: 4940.914062
	Iteration 34Q: 3 clusters Score -1694150 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1694239.125000 Penalty: 4940.914062
	Iteration 35Q: 3 clusters Score -1694239 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1694296.750000 Penalty: 4940.914062
	Iteration 36Q: 3 clusters Score -1694297 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1694340.250000 Penalty: 4940.914062
	Iteration 37Q: 3 clusters Score -1694340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1694368.750000 Penalty: 4940.914062
	Iteration 38Q: 3 clusters Score -1694369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1694394.125000 Penalty: 4940.914062
	Iteration 39Q: 3 clusters Score -1694394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1694456.875000 Penalty: 4940.914062
	Iteration 40F: 3 clusters Score -1694457 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1694503.250000 Penalty: 4940.914062
	Iteration 41Q: 3 clusters Score -1694503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1694524.000000 Penalty: 4940.914062
	Iteration 42Q: 3 clusters Score -1694524 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1694537.625000 Penalty: 4940.914062
	Iteration 43Q: 3 clusters Score -1694538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1694553.375000 Penalty: 4940.914062
	Iteration 44Q: 3 clusters Score -1694553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1694550.000000 Penalty: 4940.914062
	Iteration 45Q: 3 clusters Score -1694550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1694549.375000 Penalty: 4940.914062
	Iteration 46Q: 3 clusters Score -1694549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1694553.625000 Penalty: 4940.914062
	Iteration 47Q: 3 clusters Score -1694554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1694551.750000 Penalty: 4940.914062
	Iteration 48Q: 3 clusters Score -1694552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1694548.750000 Penalty: 4940.914062
	Iteration 49Q: 3 clusters Score -1694549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1694551.625000 Penalty: 4940.914062
	Iteration 50Q: 3 clusters Score -1694552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1694552.875000 Penalty: 4940.914062
	Iteration 51Q: 3 clusters Score -1694553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1694552.000000 Penalty: 4940.914062
	Iteration 52Q: 3 clusters Score -1694552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1694553.000000 Penalty: 4940.914062
	Iteration 53Q: 3 clusters Score -1694553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1694553.000000 Penalty: 4940.914062
	Iteration 54F: 3 clusters Score -1694553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (19021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Entering Unmasked Estep 
Score: -1575284.000000 Penalty: 2443.618164
	Iteration 0F: 2 clusters Score -1575284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1561754.750000 Penalty: 4887.236328
	Iteration 0F: 3 clusters Score -1561755 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1566384.125000 Penalty: 4887.236328
	Iteration 1F: 3 clusters Score -1566384 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1566831.375000 Penalty: 4887.236328
	Iteration 2F: 3 clusters Score -1566831 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1567249.125000 Penalty: 4887.236328
	Iteration 3F: 3 clusters Score -1567249 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1567712.875000 Penalty: 4887.236328
	Iteration 4Q: 3 clusters Score -1567713 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1568205.250000 Penalty: 4887.236328
	Iteration 5F: 3 clusters Score -1568205 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1568737.375000 Penalty: 4887.236328
	Iteration 6F: 3 clusters Score -1568737 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1569362.500000 Penalty: 4887.236328
	Iteration 7F: 3 clusters Score -1569362 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1570057.250000 Penalty: 4887.236328
	Iteration 8F: 3 clusters Score -1570057 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1570757.375000 Penalty: 4887.236328
	Iteration 9Q: 3 clusters Score -1570757 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1571342.125000 Penalty: 4887.236328
	Iteration 10Q: 3 clusters Score -1571342 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1571787.875000 Penalty: 4887.236328
	Iteration 11Q: 3 clusters Score -1571788 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1572111.875000 Penalty: 4887.236328
	Iteration 12Q: 3 clusters Score -1572112 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -1572297.125000 Penalty: 4887.236328
	Iteration 13Q: 3 clusters Score -1572297 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1572425.000000 Penalty: 4887.236328
	Iteration 14Q: 3 clusters Score -1572425 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1572540.125000 Penalty: 4887.236328
	Iteration 15Q: 3 clusters Score -1572540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1572637.625000 Penalty: 4887.236328
	Iteration 16Q: 3 clusters Score -1572638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1572692.375000 Penalty: 4887.236328
	Iteration 17Q: 3 clusters Score -1572692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1572735.500000 Penalty: 4887.236328
	Iteration 18Q: 3 clusters Score -1572736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1572782.375000 Penalty: 4887.236328
	Iteration 19Q: 3 clusters Score -1572782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1572825.500000 Penalty: 4887.236328
	Iteration 20F: 3 clusters Score -1572826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1572859.250000 Penalty: 4887.236328
	Iteration 21Q: 3 clusters Score -1572859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1572897.000000 Penalty: 4887.236328
	Iteration 22Q: 3 clusters Score -1572897 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1572942.625000 Penalty: 4887.236328
	Iteration 23Q: 3 clusters Score -1572943 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1572977.875000 Penalty: 4887.236328
	Iteration 24Q: 3 clusters Score -1572978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1573012.625000 Penalty: 4887.236328
	Iteration 25Q: 3 clusters Score -1573013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -1573046.000000 Penalty: 4887.236328
	Iteration 26Q: 3 clusters Score -1573046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1573073.375000 Penalty: 4887.236328
	Iteration 27Q: 3 clusters Score -1573073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1573093.000000 Penalty: 4887.236328
	Iteration 28Q: 3 clusters Score -1573093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1573111.500000 Penalty: 4887.236328
	Iteration 29Q: 3 clusters Score -1573112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -1573136.750000 Penalty: 4887.236328
	Iteration 30Q: 3 clusters Score -1573137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1573148.750000 Penalty: 4887.236328
	Iteration 31Q: 3 clusters Score -1573149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1573170.375000 Penalty: 4887.236328
	Iteration 32Q: 3 clusters Score -1573170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1573182.500000 Penalty: 4887.236328
	Iteration 33Q: 3 clusters Score -1573182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1573191.250000 Penalty: 4887.236328
	Iteration 34Q: 3 clusters Score -1573191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1573201.750000 Penalty: 4887.236328
	Iteration 35Q: 3 clusters Score -1573202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1573210.125000 Penalty: 4887.236328
	Iteration 36Q: 3 clusters Score -1573210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1573216.000000 Penalty: 4887.236328
	Iteration 37Q: 3 clusters Score -1573216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1573224.500000 Penalty: 4887.236328
	Iteration 38Q: 3 clusters Score -1573224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1573229.000000 Penalty: 4887.236328
	Iteration 39Q: 3 clusters Score -1573229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1573236.125000 Penalty: 4887.236328
	Iteration 40F: 3 clusters Score -1573236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1573240.500000 Penalty: 4887.236328
	Iteration 41Q: 3 clusters Score -1573240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1573244.625000 Penalty: 4887.236328
	Iteration 42Q: 3 clusters Score -1573245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1573246.875000 Penalty: 4887.236328
	Iteration 43Q: 3 clusters Score -1573247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1573251.750000 Penalty: 4887.236328
	Iteration 44Q: 3 clusters Score -1573252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1573251.875000 Penalty: 4887.236328
	Iteration 45Q: 3 clusters Score -1573252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1573254.875000 Penalty: 4887.236328
	Iteration 46Q: 3 clusters Score -1573255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1573261.000000 Penalty: 4887.236328
	Iteration 47Q: 3 clusters Score -1573261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1573260.875000 Penalty: 4887.236328
	Iteration 48Q: 3 clusters Score -1573261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1573263.750000 Penalty: 4887.236328
	Iteration 49Q: 3 clusters Score -1573264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1573262.375000 Penalty: 4887.236328
	Iteration 50Q: 3 clusters Score -1573262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1573263.625000 Penalty: 4887.236328
	Iteration 51Q: 3 clusters Score -1573264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1573266.250000 Penalty: 4887.236328
	Iteration 52Q: 3 clusters Score -1573266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1573267.375000 Penalty: 4887.236328
	Iteration 53Q: 3 clusters Score -1573267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1573270.625000 Penalty: 4887.236328
	Iteration 54Q: 3 clusters Score -1573271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1573273.000000 Penalty: 4887.236328
	Iteration 55Q: 3 clusters Score -1573273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1573274.000000 Penalty: 4887.236328
	Iteration 56Q: 3 clusters Score -1573274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1573274.750000 Penalty: 4887.236328
	Iteration 57Q: 3 clusters Score -1573275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1573275.125000 Penalty: 4887.236328
	Iteration 58Q: 3 clusters Score -1573275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1573275.125000 Penalty: 4887.236328
	Iteration 59F: 3 clusters Score -1573275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -56166.097656 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -56166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54312.730469 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -54312.73 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -54665.320312 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -54665.32 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54778.125000 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -54778.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54833.078125 Penalty: 3396.610596
	Iteration 3Q: 3 clusters Score -54833.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54863.527344 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -54863.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -54890.554688 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -54890.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54908.183594 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -54908.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54922.511719 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -54922.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54928.945312 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -54928.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54935.750000 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -54935.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54937.421875 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -54937.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54939.976562 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -54939.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54939.976562 Penalty: 3396.610596
	Iteration 12F: 3 clusters Score -54939.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -101456.929688 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -101456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -99243.125000 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -99243.12 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -99608.437500 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -99608.44 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -99705.203125 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -99705.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99758.554688 Penalty: 3572.889160
	Iteration 3Q: 3 clusters Score -99758.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -99783.304688 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -99783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -99794.117188 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -99794.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -99799.476562 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -99799.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -99802.718750 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -99802.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99803.335938 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -99803.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -99803.335938 Penalty: 3572.889160
	Iteration 9F: 3 clusters Score -99803.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -503133.500000 Penalty: 2169.854980
	Iteration 0F: 2 clusters Score -503133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -497729.875000 Penalty: 4339.709961
	Iteration 0F: 3 clusters Score -497729.9 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -499083.031250 Penalty: 4339.709961
	Iteration 1F: 3 clusters Score -499083 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -499345.875000 Penalty: 4339.709961
	Iteration 2F: 3 clusters Score -499345.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -499500.906250 Penalty: 4339.709961
	Iteration 3Q: 3 clusters Score -499500.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -499612.250000 Penalty: 4339.709961
	Iteration 4Q: 3 clusters Score -499612.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -499703.187500 Penalty: 4339.709961
	Iteration 5Q: 3 clusters Score -499703.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -499765.656250 Penalty: 4339.709961
	Iteration 6Q: 3 clusters Score -499765.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -499816.593750 Penalty: 4339.709961
	Iteration 7Q: 3 clusters Score -499816.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -499855.937500 Penalty: 4339.709961
	Iteration 8Q: 3 clusters Score -499855.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -499882.250000 Penalty: 4339.709961
	Iteration 9Q: 3 clusters Score -499882.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -499908.093750 Penalty: 4339.709961
	Iteration 10Q: 3 clusters Score -499908.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -499933.062500 Penalty: 4339.709961
	Iteration 11Q: 3 clusters Score -499933.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -499960.000000 Penalty: 4339.709961
	Iteration 12Q: 3 clusters Score -499960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -499983.750000 Penalty: 4339.709961
	Iteration 13Q: 3 clusters Score -499983.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -500005.875000 Penalty: 4339.709961
	Iteration 14Q: 3 clusters Score -500005.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -500027.406250 Penalty: 4339.709961
	Iteration 15Q: 3 clusters Score -500027.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -500054.812500 Penalty: 4339.709961
	Iteration 16Q: 3 clusters Score -500054.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -500086.468750 Penalty: 4339.709961
	Iteration 17Q: 3 clusters Score -500086.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -500118.781250 Penalty: 4339.709961
	Iteration 18Q: 3 clusters Score -500118.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -500156.687500 Penalty: 4339.709961
	Iteration 19Q: 3 clusters Score -500156.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -500191.812500 Penalty: 4339.709961
	Iteration 20F: 3 clusters Score -500191.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -500229.125000 Penalty: 4339.709961
	Iteration 21Q: 3 clusters Score -500229.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -500271.156250 Penalty: 4339.709961
	Iteration 22Q: 3 clusters Score -500271.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -500303.812500 Penalty: 4339.709961
	Iteration 23Q: 3 clusters Score -500303.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -500345.468750 Penalty: 4339.709961
	Iteration 24Q: 3 clusters Score -500345.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -500388.968750 Penalty: 4339.709961
	Iteration 25Q: 3 clusters Score -500389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -500420.187500 Penalty: 4339.709961
	Iteration 26Q: 3 clusters Score -500420.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -500445.718750 Penalty: 4339.709961
	Iteration 27Q: 3 clusters Score -500445.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -500471.406250 Penalty: 4339.709961
	Iteration 28Q: 3 clusters Score -500471.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -500502.343750 Penalty: 4339.709961
	Iteration 29Q: 3 clusters Score -500502.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -500526.843750 Penalty: 4339.709961
	Iteration 30Q: 3 clusters Score -500526.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -500544.468750 Penalty: 4339.709961
	Iteration 31Q: 3 clusters Score -500544.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500566.312500 Penalty: 4339.709961
	Iteration 32Q: 3 clusters Score -500566.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -500583.687500 Penalty: 4339.709961
	Iteration 33Q: 3 clusters Score -500583.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -500608.156250 Penalty: 4339.709961
	Iteration 34Q: 3 clusters Score -500608.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -500629.875000 Penalty: 4339.709961
	Iteration 35Q: 3 clusters Score -500629.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -500651.625000 Penalty: 4339.709961
	Iteration 36Q: 3 clusters Score -500651.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -500677.375000 Penalty: 4339.709961
	Iteration 37Q: 3 clusters Score -500677.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -500698.750000 Penalty: 4339.709961
	Iteration 38Q: 3 clusters Score -500698.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -500722.281250 Penalty: 4339.709961
	Iteration 39Q: 3 clusters Score -500722.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -500747.812500 Penalty: 4339.709961
	Iteration 40F: 3 clusters Score -500747.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -500771.625000 Penalty: 4339.709961
	Iteration 41Q: 3 clusters Score -500771.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -500799.781250 Penalty: 4339.709961
	Iteration 42Q: 3 clusters Score -500799.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -500828.218750 Penalty: 4339.709961
	Iteration 43Q: 3 clusters Score -500828.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -500864.468750 Penalty: 4339.709961
	Iteration 44Q: 3 clusters Score -500864.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -500895.906250 Penalty: 4339.709961
	Iteration 45Q: 3 clusters Score -500895.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -500935.718750 Penalty: 4339.709961
	Iteration 46Q: 3 clusters Score -500935.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -500968.437500 Penalty: 4339.709961
	Iteration 47Q: 3 clusters Score -500968.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -501004.125000 Penalty: 4339.709961
	Iteration 48Q: 3 clusters Score -501004.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -501036.250000 Penalty: 4339.709961
	Iteration 49Q: 3 clusters Score -501036.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -501070.406250 Penalty: 4339.709961
	Iteration 50Q: 3 clusters Score -501070.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -501099.687500 Penalty: 4339.709961
	Iteration 51Q: 3 clusters Score -501099.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -501126.875000 Penalty: 4339.709961
	Iteration 52Q: 3 clusters Score -501126.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -501157.500000 Penalty: 4339.709961
	Iteration 53Q: 3 clusters Score -501157.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -501182.718750 Penalty: 4339.709961
	Iteration 54Q: 3 clusters Score -501182.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -501205.187500 Penalty: 4339.709961
	Iteration 55Q: 3 clusters Score -501205.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -501220.718750 Penalty: 4339.709961
	Iteration 56Q: 3 clusters Score -501220.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -501233.281250 Penalty: 4339.709961
	Iteration 57Q: 3 clusters Score -501233.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -501245.531250 Penalty: 4339.709961
	Iteration 58Q: 3 clusters Score -501245.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -501254.500000 Penalty: 4339.709961
	Iteration 59Q: 3 clusters Score -501254.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -501261.406250 Penalty: 4339.709961
	Iteration 60F: 3 clusters Score -501261.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -501269.875000 Penalty: 4339.709961
	Iteration 61Q: 3 clusters Score -501269.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -501280.593750 Penalty: 4339.709961
	Iteration 62Q: 3 clusters Score -501280.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -501286.312500 Penalty: 4339.709961
	Iteration 63Q: 3 clusters Score -501286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -501291.843750 Penalty: 4339.709961
	Iteration 64Q: 3 clusters Score -501291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -501300.968750 Penalty: 4339.709961
	Iteration 65Q: 3 clusters Score -501301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -501305.562500 Penalty: 4339.709961
	Iteration 66Q: 3 clusters Score -501305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -501311.468750 Penalty: 4339.709961
	Iteration 67Q: 3 clusters Score -501311.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -501321.062500 Penalty: 4339.709961
	Iteration 68Q: 3 clusters Score -501321.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -501330.625000 Penalty: 4339.709961
	Iteration 69Q: 3 clusters Score -501330.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -501337.187500 Penalty: 4339.709961
	Iteration 70Q: 3 clusters Score -501337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -501341.968750 Penalty: 4339.709961
	Iteration 71Q: 3 clusters Score -501342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -501345.375000 Penalty: 4339.709961
	Iteration 72Q: 3 clusters Score -501345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -501345.656250 Penalty: 4339.709961
	Iteration 73Q: 3 clusters Score -501345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -501346.312500 Penalty: 4339.709961
	Iteration 74Q: 3 clusters Score -501346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -501348.687500 Penalty: 4339.709961
	Iteration 75Q: 3 clusters Score -501348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -501350.125000 Penalty: 4339.709961
	Iteration 76Q: 3 clusters Score -501350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -501349.750000 Penalty: 4339.709961
	Iteration 77Q: 3 clusters Score -501349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -501351.687500 Penalty: 4339.709961
	Iteration 78Q: 3 clusters Score -501351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -501353.250000 Penalty: 4339.709961
	Iteration 79Q: 3 clusters Score -501353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -501354.437500 Penalty: 4339.709961
	Iteration 80F: 3 clusters Score -501354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -501355.906250 Penalty: 4339.709961
	Iteration 81Q: 3 clusters Score -501355.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -501357.437500 Penalty: 4339.709961
	Iteration 82Q: 3 clusters Score -501357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -501356.906250 Penalty: 4339.709961
	Iteration 83Q: 3 clusters Score -501356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -501356.906250 Penalty: 4339.709961
	Iteration 84F: 3 clusters Score -501356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (27461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Entering Unmasked Estep 
Score: -2264512.750000 Penalty: 2534.689453
	Iteration 0F: 2 clusters Score -2264513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2245569.500000 Penalty: 5069.378906
	Iteration 0F: 3 clusters Score -2245570 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2252320.250000 Penalty: 5069.378906
	Iteration 1F: 3 clusters Score -2252320 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2252737.000000 Penalty: 5069.378906
	Iteration 2Q: 3 clusters Score -2252737 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2253077.750000 Penalty: 5069.378906
	Iteration 3Q: 3 clusters Score -2253078 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2253390.750000 Penalty: 5069.378906
	Iteration 4Q: 3 clusters Score -2253391 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2253662.250000 Penalty: 5069.378906
	Iteration 5Q: 3 clusters Score -2253662 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2253916.500000 Penalty: 5069.378906
	Iteration 6Q: 3 clusters Score -2253916 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2254177.500000 Penalty: 5069.378906
	Iteration 7Q: 3 clusters Score -2254178 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2254510.000000 Penalty: 5069.378906
	Iteration 8Q: 3 clusters Score -2254510 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2254916.250000 Penalty: 5069.378906
	Iteration 9Q: 3 clusters Score -2254916 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2255464.000000 Penalty: 5069.378906
	Iteration 10Q: 3 clusters Score -2255464 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2256214.750000 Penalty: 5069.378906
	Iteration 11Q: 3 clusters Score -2256215 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2257238.750000 Penalty: 5069.378906
	Iteration 12F: 3 clusters Score -2257239 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2258368.750000 Penalty: 5069.378906
	Iteration 13F: 3 clusters Score -2258369 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2259467.000000 Penalty: 5069.378906
	Iteration 14F: 3 clusters Score -2259467 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2260426.500000 Penalty: 5069.378906
	Iteration 15Q: 3 clusters Score -2260426 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2261050.500000 Penalty: 5069.378906
	Iteration 16Q: 3 clusters Score -2261050 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2261508.500000 Penalty: 5069.378906
	Iteration 17Q: 3 clusters Score -2261508 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2261825.750000 Penalty: 5069.378906
	Iteration 18Q: 3 clusters Score -2261826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2261996.750000 Penalty: 5069.378906
	Iteration 19Q: 3 clusters Score -2261997 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2262096.500000 Penalty: 5069.378906
	Iteration 20F: 3 clusters Score -2262096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2262160.750000 Penalty: 5069.378906
	Iteration 21Q: 3 clusters Score -2262161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2262216.750000 Penalty: 5069.378906
	Iteration 22Q: 3 clusters Score -2262217 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2262271.750000 Penalty: 5069.378906
	Iteration 23Q: 3 clusters Score -2262272 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2262305.750000 Penalty: 5069.378906
	Iteration 24Q: 3 clusters Score -2262306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2262323.500000 Penalty: 5069.378906
	Iteration 25Q: 3 clusters Score -2262324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2262337.000000 Penalty: 5069.378906
	Iteration 26Q: 3 clusters Score -2262337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2262347.500000 Penalty: 5069.378906
	Iteration 27Q: 3 clusters Score -2262348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2262361.750000 Penalty: 5069.378906
	Iteration 28Q: 3 clusters Score -2262362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2262366.500000 Penalty: 5069.378906
	Iteration 29Q: 3 clusters Score -2262366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2262385.500000 Penalty: 5069.378906
	Iteration 30Q: 3 clusters Score -2262386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2262392.000000 Penalty: 5069.378906
	Iteration 31Q: 3 clusters Score -2262392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2262404.000000 Penalty: 5069.378906
	Iteration 32Q: 3 clusters Score -2262404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2262415.500000 Penalty: 5069.378906
	Iteration 33Q: 3 clusters Score -2262416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2262415.500000 Penalty: 5069.378906
	Iteration 34Q: 3 clusters Score -2262416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2262414.000000 Penalty: 5069.378906
	Iteration 35Q: 3 clusters Score -2262414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2262416.750000 Penalty: 5069.378906
	Iteration 36Q: 3 clusters Score -2262417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2262421.750000 Penalty: 5069.378906
	Iteration 37Q: 3 clusters Score -2262422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2262422.750000 Penalty: 5069.378906
	Iteration 38Q: 3 clusters Score -2262423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2262426.500000 Penalty: 5069.378906
	Iteration 39Q: 3 clusters Score -2262426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2262424.000000 Penalty: 5069.378906
	Iteration 40F: 3 clusters Score -2262424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2262423.500000 Penalty: 5069.378906
	Iteration 41Q: 3 clusters Score -2262424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2262425.000000 Penalty: 5069.378906
	Iteration 42Q: 3 clusters Score -2262425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2262426.250000 Penalty: 5069.378906
	Iteration 43Q: 3 clusters Score -2262426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2262427.250000 Penalty: 5069.378906
	Iteration 44Q: 3 clusters Score -2262427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2262427.750000 Penalty: 5069.378906
	Iteration 45Q: 3 clusters Score -2262428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2262431.750000 Penalty: 5069.378906
	Iteration 46Q: 3 clusters Score -2262432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2262433.250000 Penalty: 5069.378906
	Iteration 47Q: 3 clusters Score -2262433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2262433.250000 Penalty: 5069.378906
	Iteration 48F: 3 clusters Score -2262433 nChanged 0
20->36 Clusters: Score -142799680.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1821684 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 90554 members 
Mstep: Class 3 contains 90944 members 
Mstep: Class 4 contains 90544 members 
Mstep: Class 5 contains 90896 members 
Mstep: Class 6 contains 90894 members 
Mstep: Class 7 contains 91524 members 
Mstep: Class 8 contains 91755 members 
Mstep: Class 9 contains 90812 members 
Mstep: Class 10 contains 90806 members 
Mstep: Class 11 contains 90888 members 
Mstep: Class 12 contains 91034 members 
Mstep: Class 13 contains 91047 members 
Mstep: Class 14 contains 91468 members 
Mstep: Class 15 contains 91026 members 
Mstep: Class 16 contains 91431 members 
Mstep: Class 17 contains 91649 members 
Mstep: Class 18 contains 91180 members 
Mstep: Class 19 contains 91250 members 
Mstep: Class 20 contains 91041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1639.740967 but Gain 3574.992188
Score: -134824512.000000 Penalty: 67924.757812
Iteration 0F: 20 clusters Score -1.348245e+08 nChanged 1720600
Entering Unmasked Mstep 
Mstep: Class 0 contains 1212 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 77896 members 
Mstep: Class 3 contains 86962 members 
Mstep: Class 4 contains 77234 members 
Mstep: Class 5 contains 74744 members 
Mstep: Class 6 contains 82562 members 
Mstep: Class 7 contains 101336 members 
Mstep: Class 8 contains 112543 members 
Mstep: Class 9 contains 50299 members 
Mstep: Class 10 contains 82493 members 
Mstep: Class 11 contains 83148 members 
Mstep: Class 12 contains 134100 members 
Mstep: Class 13 contains 203397 members 
Mstep: Class 14 contains 129872 members 
Mstep: Class 16 contains 107397 members 
Mstep: Class 17 contains 88061 members 
Mstep: Class 18 contains 100666 members 
Mstep: Class 19 contains 69362 members 
Mstep: Class 20 contains 87210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139399344.000000 Penalty: 67924.757812
Iteration 1F: 20 clusters Score -1.393993e+08 nChanged 616207
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 70238 members 
Mstep: Class 3 contains 71300 members 
Mstep: Class 4 contains 90714 members 
Mstep: Class 5 contains 46309 members 
Mstep: Class 6 contains 60682 members 
Mstep: Class 7 contains 109326 members 
Mstep: Class 8 contains 93732 members 
Mstep: Class 9 contains 36193 members 
Mstep: Class 10 contains 97844 members 
Mstep: Class 11 contains 101646 members 
Mstep: Class 12 contains 112685 members 
Mstep: Class 13 contains 216770 members 
Mstep: Class 14 contains 182889 members 
Mstep: Class 16 contains 152317 members 
Mstep: Class 17 contains 55831 members 
Mstep: Class 18 contains 97778 members 
Mstep: Class 19 contains 48785 members 
Mstep: Class 20 contains 105069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140380736.000000 Penalty: 67924.757812
Iteration 2F: 20 clusters Score -1.403807e+08 nChanged 481298
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 66511 members 
Mstep: Class 3 contains 53725 members 
Mstep: Class 4 contains 93732 members 
Mstep: Class 5 contains 33575 members 
Mstep: Class 6 contains 40645 members 
Mstep: Class 7 contains 107252 members 
Mstep: Class 8 contains 72892 members 
Mstep: Class 9 contains 29952 members 
Mstep: Class 10 contains 114697 members 
Mstep: Class 11 contains 115488 members 
Mstep: Class 12 contains 95874 members 
Mstep: Class 13 contains 218889 members 
Mstep: Class 14 contains 239038 members 
Mstep: Class 16 contains 190860 members 
Mstep: Class 17 contains 28412 members 
Mstep: Class 18 contains 94930 members 
Mstep: Class 19 contains 36763 members 
Mstep: Class 20 contains 114355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140898496.000000 Penalty: 67924.757812
Iteration 3F: 20 clusters Score -1.408985e+08 nChanged 344911
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 68802 members 
Mstep: Class 2 contains 67284 members 
Mstep: Class 3 contains 40831 members 
Mstep: Class 4 contains 87480 members 
Mstep: Class 5 contains 29562 members 
Mstep: Class 6 contains 27492 members 
Mstep: Class 7 contains 99042 members 
Mstep: Class 8 contains 58581 members 
Mstep: Class 9 contains 26210 members 
Mstep: Class 10 contains 124057 members 
Mstep: Class 11 contains 119389 members 
Mstep: Class 12 contains 86722 members 
Mstep: Class 13 contains 213632 members 
Mstep: Class 14 contains 291909 members 
Mstep: Class 16 contains 216221 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 96655 members 
Mstep: Class 19 contains 30570 members 
Mstep: Class 20 contains 121480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141183312.000000 Penalty: 67924.757812
Iteration 4F: 20 clusters Score -1.411833e+08 nChanged 268482
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 70413 members 
Mstep: Class 3 contains 31393 members 
Mstep: Class 4 contains 77762 members 
Mstep: Class 5 contains 27744 members 
Mstep: Class 6 contains 19509 members 
Mstep: Class 7 contains 87990 members 
Mstep: Class 8 contains 47141 members 
Mstep: Class 9 contains 24339 members 
Mstep: Class 10 contains 126692 members 
Mstep: Class 11 contains 117370 members 
Mstep: Class 12 contains 81653 members 
Mstep: Class 13 contains 200667 members 
Mstep: Class 14 contains 347099 members 
Mstep: Class 16 contains 233869 members 
Mstep: Class 17 contains 11244 members 
Mstep: Class 18 contains 99991 members 
Mstep: Class 19 contains 26563 members 
Mstep: Class 20 contains 132743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141383984.000000 Penalty: 67924.757812
Iteration 5F: 20 clusters Score -1.41384e+08 nChanged 233943
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 72405 members 
Mstep: Class 3 contains 24373 members 
Mstep: Class 4 contains 67711 members 
Mstep: Class 5 contains 26821 members 
Mstep: Class 6 contains 15205 members 
Mstep: Class 7 contains 74422 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 23611 members 
Mstep: Class 10 contains 123856 members 
Mstep: Class 11 contains 110362 members 
Mstep: Class 12 contains 78611 members 
Mstep: Class 13 contains 181987 members 
Mstep: Class 14 contains 410629 members 
Mstep: Class 16 contains 244976 members 
Mstep: Class 17 contains 9036 members 
Mstep: Class 18 contains 102079 members 
Mstep: Class 19 contains 24446 members 
Mstep: Class 20 contains 149625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141555104.000000 Penalty: 67924.757812
Iteration 6F: 20 clusters Score -1.415551e+08 nChanged 216450
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 72083 members 
Mstep: Class 3 contains 19204 members 
Mstep: Class 4 contains 58890 members 
Mstep: Class 5 contains 26243 members 
Mstep: Class 6 contains 13308 members 
Mstep: Class 7 contains 60257 members 
Mstep: Class 8 contains 30539 members 
Mstep: Class 9 contains 23945 members 
Mstep: Class 10 contains 115753 members 
Mstep: Class 11 contains 97970 members 
Mstep: Class 12 contains 76121 members 
Mstep: Class 13 contains 160255 members 
Mstep: Class 14 contains 486584 members 
Mstep: Class 16 contains 247009 members 
Mstep: Class 17 contains 7458 members 
Mstep: Class 18 contains 102047 members 
Mstep: Class 19 contains 23451 members 
Mstep: Class 20 contains 169800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141711616.000000 Penalty: 67924.757812
Iteration 7F: 20 clusters Score -1.417116e+08 nChanged 202144
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 70103 members 
Mstep: Class 3 contains 15618 members 
Mstep: Class 4 contains 52696 members 
Mstep: Class 5 contains 25330 members 
Mstep: Class 6 contains 12660 members 
Mstep: Class 7 contains 47783 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 24885 members 
Mstep: Class 10 contains 102727 members 
Mstep: Class 11 contains 81196 members 
Mstep: Class 12 contains 73055 members 
Mstep: Class 13 contains 137033 members 
Mstep: Class 14 contains 577318 members 
Mstep: Class 16 contains 235528 members 
Mstep: Class 17 contains 6600 members 
Mstep: Class 18 contains 100321 members 
Mstep: Class 19 contains 22940 members 
Mstep: Class 20 contains 189423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141855536.000000 Penalty: 67924.757812
Iteration 8F: 20 clusters Score -1.418555e+08 nChanged 191652
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 66897 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 49178 members 
Mstep: Class 5 contains 24062 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 38723 members 
Mstep: Class 8 contains 21511 members 
Mstep: Class 9 contains 26055 members 
Mstep: Class 10 contains 86801 members 
Mstep: Class 11 contains 62401 members 
Mstep: Class 12 contains 69236 members 
Mstep: Class 13 contains 113908 members 
Mstep: Class 14 contains 682579 members 
Mstep: Class 16 contains 207258 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 97112 members 
Mstep: Class 19 contains 22403 members 
Mstep: Class 20 contains 205967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141990384.000000 Penalty: 67924.757812
Iteration 9F: 20 clusters Score -1.419904e+08 nChanged 181109
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 63008 members 
Mstep: Class 3 contains 10802 members 
Mstep: Class 4 contains 48296 members 
Mstep: Class 5 contains 22643 members 
Mstep: Class 6 contains 12382 members 
Mstep: Class 7 contains 33262 members 
Mstep: Class 8 contains 19299 members 
Mstep: Class 9 contains 27435 members 
Mstep: Class 10 contains 70510 members 
Mstep: Class 11 contains 44449 members 
Mstep: Class 12 contains 64345 members 
Mstep: Class 13 contains 92494 members 
Mstep: Class 14 contains 794634 members 
Mstep: Class 16 contains 163686 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 92968 members 
Mstep: Class 19 contains 21936 members 
Mstep: Class 20 contains 218776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142126592.000000 Penalty: 67924.757812
Iteration 10F: 20 clusters Score -1.421266e+08 nChanged 166042
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 59268 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 48984 members 
Mstep: Class 5 contains 21203 members 
Mstep: Class 6 contains 12256 members 
Mstep: Class 7 contains 30157 members 
Mstep: Class 8 contains 17849 members 
Mstep: Class 9 contains 28854 members 
Mstep: Class 10 contains 56630 members 
Mstep: Class 11 contains 29460 members 
Mstep: Class 12 contains 58704 members 
Mstep: Class 13 contains 73407 members 
Mstep: Class 14 contains 902218 members 
Mstep: Class 16 contains 112874 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 88324 members 
Mstep: Class 19 contains 21593 members 
Mstep: Class 20 contains 227739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142252208.000000 Penalty: 67924.757812
Iteration 11F: 20 clusters Score -1.422522e+08 nChanged 139694
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 56030 members 
Mstep: Class 3 contains 8818 members 
Mstep: Class 4 contains 50274 members 
Mstep: Class 5 contains 19937 members 
Mstep: Class 6 contains 12105 members 
Mstep: Class 7 contains 27986 members 
Mstep: Class 8 contains 16745 members 
Mstep: Class 9 contains 30246 members 
Mstep: Class 10 contains 46826 members 
Mstep: Class 11 contains 18546 members 
Mstep: Class 12 contains 53077 members 
Mstep: Class 13 contains 57144 members 
Mstep: Class 14 contains 992153 members 
Mstep: Class 16 contains 67310 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 84171 members 
Mstep: Class 19 contains 21427 members 
Mstep: Class 20 contains 233171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142325904.000000 Penalty: 67924.757812
Iteration 12F: 20 clusters Score -1.423259e+08 nChanged 104353
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 53549 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 51656 members 
Mstep: Class 5 contains 18835 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 26235 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 31555 members 
Mstep: Class 10 contains 42658 members 
Mstep: Class 11 contains 12077 members 
Mstep: Class 12 contains 48834 members 
Mstep: Class 13 contains 44617 members 
Mstep: Class 14 contains 1052670 members 
Mstep: Class 16 contains 35785 members 
Mstep: Class 17 contains 5998 members 
Mstep: Class 18 contains 80879 members 
Mstep: Class 19 contains 21418 members 
Mstep: Class 20 contains 236095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142361232.000000 Penalty: 67924.757812
Iteration 13F: 20 clusters Score -1.423612e+08 nChanged 72882
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 51850 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 53065 members 
Mstep: Class 5 contains 17824 members 
Mstep: Class 6 contains 11822 members 
Mstep: Class 7 contains 24707 members 
Mstep: Class 8 contains 15682 members 
Mstep: Class 9 contains 32857 members 
Mstep: Class 10 contains 42890 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 45491 members 
Mstep: Class 13 contains 36470 members 
Mstep: Class 14 contains 1085112 members 
Mstep: Class 16 contains 18219 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 78651 members 
Mstep: Class 19 contains 21504 members 
Mstep: Class 20 contains 237978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142381760.000000 Penalty: 67924.757812
Iteration 14Q: 20 clusters Score -1.423818e+08 nChanged 51772
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 50837 members 
Mstep: Class 3 contains 9229 members 
Mstep: Class 4 contains 54096 members 
Mstep: Class 5 contains 16870 members 
Mstep: Class 6 contains 11683 members 
Mstep: Class 7 contains 23369 members 
Mstep: Class 8 contains 15442 members 
Mstep: Class 9 contains 33994 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 42927 members 
Mstep: Class 13 contains 32024 members 
Mstep: Class 14 contains 1098628 members 
Mstep: Class 16 contains 9406 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 77043 members 
Mstep: Class 19 contains 21689 members 
Mstep: Class 20 contains 239787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142396736.000000 Penalty: 67924.757812
Iteration 15Q: 20 clusters Score -1.423967e+08 nChanged 39871
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 50160 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 54771 members 
Mstep: Class 5 contains 16041 members 
Mstep: Class 6 contains 11559 members 
Mstep: Class 7 contains 22124 members 
Mstep: Class 8 contains 15220 members 
Mstep: Class 9 contains 35025 members 
Mstep: Class 10 contains 51417 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 40915 members 
Mstep: Class 13 contains 29431 members 
Mstep: Class 14 contains 1101620 members 
Mstep: Class 16 contains 5131 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 75668 members 
Mstep: Class 19 contains 21771 members 
Mstep: Class 20 contains 242204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2992.224854 but Gain 3574.984375
Score: -142411968.000000 Penalty: 64349.773438
Iteration 16Q: 19 clusters Score -1.42412e+08 nChanged 36636
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 49716 members 
Mstep: Class 3 contains 10072 members 
Mstep: Class 4 contains 55360 members 
Mstep: Class 5 contains 15347 members 
Mstep: Class 6 contains 11435 members 
Mstep: Class 7 contains 20936 members 
Mstep: Class 8 contains 15050 members 
Mstep: Class 9 contains 35973 members 
Mstep: Class 10 contains 58291 members 
Mstep: Class 11 contains 7361 members 
Mstep: Class 12 contains 39480 members 
Mstep: Class 13 contains 27535 members 
Mstep: Class 14 contains 1100978 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 74559 members 
Mstep: Class 19 contains 21749 members 
Mstep: Class 20 contains 245237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142430464.000000 Penalty: 64349.773438
Iteration 17Q: 19 clusters Score -1.424305e+08 nChanged 29220
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 49422 members 
Mstep: Class 3 contains 10339 members 
Mstep: Class 4 contains 55647 members 
Mstep: Class 5 contains 14797 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 19879 members 
Mstep: Class 8 contains 14980 members 
Mstep: Class 9 contains 36928 members 
Mstep: Class 10 contains 66702 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 38347 members 
Mstep: Class 13 contains 25920 members 
Mstep: Class 14 contains 1093363 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 73212 members 
Mstep: Class 19 contains 21669 members 
Mstep: Class 20 contains 247942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142445072.000000 Penalty: 64349.773438
Iteration 18Q: 19 clusters Score -1.424451e+08 nChanged 27640
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 49200 members 
Mstep: Class 3 contains 10510 members 
Mstep: Class 4 contains 55930 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 18993 members 
Mstep: Class 8 contains 14981 members 
Mstep: Class 9 contains 37660 members 
Mstep: Class 10 contains 76111 members 
Mstep: Class 11 contains 9153 members 
Mstep: Class 12 contains 37388 members 
Mstep: Class 13 contains 24511 members 
Mstep: Class 14 contains 1084095 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 71795 members 
Mstep: Class 19 contains 21558 members 
Mstep: Class 20 contains 250779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142459120.000000 Penalty: 64349.773438
Iteration 19Q: 19 clusters Score -1.424591e+08 nChanged 26201
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 49089 members 
Mstep: Class 3 contains 10657 members 
Mstep: Class 4 contains 56193 members 
Mstep: Class 5 contains 13987 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 18199 members 
Mstep: Class 8 contains 15000 members 
Mstep: Class 9 contains 38232 members 
Mstep: Class 10 contains 86085 members 
Mstep: Class 11 contains 10190 members 
Mstep: Class 12 contains 36651 members 
Mstep: Class 13 contains 23312 members 
Mstep: Class 14 contains 1073797 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 70301 members 
Mstep: Class 19 contains 21458 members 
Mstep: Class 20 contains 253721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142475168.000000 Penalty: 64349.773438
Iteration 20F: 19 clusters Score -1.424752e+08 nChanged 25914
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 48877 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 56424 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 10997 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 15125 members 
Mstep: Class 9 contains 38524 members 
Mstep: Class 10 contains 96833 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 35867 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 1062592 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 68838 members 
Mstep: Class 19 contains 21231 members 
Mstep: Class 20 contains 256558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142491264.000000 Penalty: 64349.773438
Iteration 21Q: 19 clusters Score -1.424913e+08 nChanged 25630
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 48702 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 56666 members 
Mstep: Class 5 contains 13270 members 
Mstep: Class 6 contains 10856 members 
Mstep: Class 7 contains 17189 members 
Mstep: Class 8 contains 15317 members 
Mstep: Class 9 contains 38701 members 
Mstep: Class 10 contains 107692 members 
Mstep: Class 11 contains 12226 members 
Mstep: Class 12 contains 35177 members 
Mstep: Class 13 contains 21300 members 
Mstep: Class 14 contains 1051201 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 67647 members 
Mstep: Class 19 contains 20967 members 
Mstep: Class 20 contains 259175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142506208.000000 Penalty: 64349.773438
Iteration 22Q: 19 clusters Score -1.425062e+08 nChanged 24530
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 48590 members 
Mstep: Class 3 contains 12200 members 
Mstep: Class 4 contains 56893 members 
Mstep: Class 5 contains 13062 members 
Mstep: Class 6 contains 10724 members 
Mstep: Class 7 contains 16689 members 
Mstep: Class 8 contains 15527 members 
Mstep: Class 9 contains 38695 members 
Mstep: Class 10 contains 118744 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 34575 members 
Mstep: Class 13 contains 20473 members 
Mstep: Class 14 contains 1039745 members 
Mstep: Class 17 contains 6230 members 
Mstep: Class 18 contains 66488 members 
Mstep: Class 19 contains 20716 members 
Mstep: Class 20 contains 261756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142518352.000000 Penalty: 64349.773438
Iteration 23Q: 19 clusters Score -1.425184e+08 nChanged 23137
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 48572 members 
Mstep: Class 3 contains 12525 members 
Mstep: Class 4 contains 57142 members 
Mstep: Class 5 contains 12924 members 
Mstep: Class 6 contains 10625 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 15820 members 
Mstep: Class 9 contains 38581 members 
Mstep: Class 10 contains 129827 members 
Mstep: Class 11 contains 13867 members 
Mstep: Class 12 contains 33988 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 1028373 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 65305 members 
Mstep: Class 19 contains 20499 members 
Mstep: Class 20 contains 264117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142530704.000000 Penalty: 64349.773438
Iteration 24Q: 19 clusters Score -1.425307e+08 nChanged 21546
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 48580 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 57438 members 
Mstep: Class 5 contains 12844 members 
Mstep: Class 6 contains 10539 members 
Mstep: Class 7 contains 15764 members 
Mstep: Class 8 contains 16145 members 
Mstep: Class 9 contains 38416 members 
Mstep: Class 10 contains 140685 members 
Mstep: Class 11 contains 14515 members 
Mstep: Class 12 contains 33519 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 1017108 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 64070 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 266278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142540768.000000 Penalty: 64349.773438
Iteration 25Q: 19 clusters Score -1.425408e+08 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 48587 members 
Mstep: Class 3 contains 13397 members 
Mstep: Class 4 contains 57769 members 
Mstep: Class 5 contains 12773 members 
Mstep: Class 6 contains 10450 members 
Mstep: Class 7 contains 15295 members 
Mstep: Class 8 contains 16481 members 
Mstep: Class 9 contains 38234 members 
Mstep: Class 10 contains 151116 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 33098 members 
Mstep: Class 13 contains 18573 members 
Mstep: Class 14 contains 1006306 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 62850 members 
Mstep: Class 19 contains 20136 members 
Mstep: Class 20 contains 268187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142550208.000000 Penalty: 64349.773438
Iteration 26Q: 19 clusters Score -1.425502e+08 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 48610 members 
Mstep: Class 3 contains 13930 members 
Mstep: Class 4 contains 58101 members 
Mstep: Class 5 contains 12724 members 
Mstep: Class 6 contains 10369 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 16792 members 
Mstep: Class 9 contains 38098 members 
Mstep: Class 10 contains 161051 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 32707 members 
Mstep: Class 13 contains 18104 members 
Mstep: Class 14 contains 996054 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 61644 members 
Mstep: Class 19 contains 19999 members 
Mstep: Class 20 contains 269753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142558688.000000 Penalty: 64349.773438
Iteration 27Q: 19 clusters Score -1.425587e+08 nChanged 17332
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 48605 members 
Mstep: Class 3 contains 14532 members 
Mstep: Class 4 contains 58465 members 
Mstep: Class 5 contains 12691 members 
Mstep: Class 6 contains 10266 members 
Mstep: Class 7 contains 14518 members 
Mstep: Class 8 contains 17119 members 
Mstep: Class 9 contains 37951 members 
Mstep: Class 10 contains 170313 members 
Mstep: Class 11 contains 16026 members 
Mstep: Class 12 contains 32325 members 
Mstep: Class 13 contains 17672 members 
Mstep: Class 14 contains 986451 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 60564 members 
Mstep: Class 19 contains 19885 members 
Mstep: Class 20 contains 271122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142567504.000000 Penalty: 64349.773438
Iteration 28Q: 19 clusters Score -1.425675e+08 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 48636 members 
Mstep: Class 3 contains 15130 members 
Mstep: Class 4 contains 58867 members 
Mstep: Class 5 contains 12667 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 14155 members 
Mstep: Class 8 contains 17452 members 
Mstep: Class 9 contains 37810 members 
Mstep: Class 10 contains 179030 members 
Mstep: Class 11 contains 16403 members 
Mstep: Class 12 contains 31927 members 
Mstep: Class 13 contains 17277 members 
Mstep: Class 14 contains 977449 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 59501 members 
Mstep: Class 19 contains 19787 members 
Mstep: Class 20 contains 272319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142574928.000000 Penalty: 64349.773438
Iteration 29Q: 19 clusters Score -1.425749e+08 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 48590 members 
Mstep: Class 3 contains 15689 members 
Mstep: Class 4 contains 59302 members 
Mstep: Class 5 contains 12655 members 
Mstep: Class 6 contains 10041 members 
Mstep: Class 7 contains 13808 members 
Mstep: Class 8 contains 17834 members 
Mstep: Class 9 contains 37694 members 
Mstep: Class 10 contains 187243 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 31517 members 
Mstep: Class 13 contains 16949 members 
Mstep: Class 14 contains 969093 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 58584 members 
Mstep: Class 19 contains 19690 members 
Mstep: Class 20 contains 273243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142581040.000000 Penalty: 64349.773438
Iteration 30Q: 19 clusters Score -1.42581e+08 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 48585 members 
Mstep: Class 3 contains 16233 members 
Mstep: Class 4 contains 59718 members 
Mstep: Class 5 contains 12655 members 
Mstep: Class 6 contains 9925 members 
Mstep: Class 7 contains 13501 members 
Mstep: Class 8 contains 18182 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 194793 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 31103 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 961412 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 57757 members 
Mstep: Class 19 contains 19623 members 
Mstep: Class 20 contains 274038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142586272.000000 Penalty: 64349.773438
Iteration 31Q: 19 clusters Score -1.425863e+08 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 48585 members 
Mstep: Class 3 contains 16733 members 
Mstep: Class 4 contains 60127 members 
Mstep: Class 5 contains 12661 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 13200 members 
Mstep: Class 8 contains 18515 members 
Mstep: Class 9 contains 37466 members 
Mstep: Class 10 contains 201669 members 
Mstep: Class 11 contains 17166 members 
Mstep: Class 12 contains 30731 members 
Mstep: Class 13 contains 16434 members 
Mstep: Class 14 contains 954332 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 57018 members 
Mstep: Class 19 contains 19559 members 
Mstep: Class 20 contains 274762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142591744.000000 Penalty: 64349.773438
Iteration 32Q: 19 clusters Score -1.425917e+08 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 48625 members 
Mstep: Class 3 contains 17207 members 
Mstep: Class 4 contains 60523 members 
Mstep: Class 5 contains 12666 members 
Mstep: Class 6 contains 9708 members 
Mstep: Class 7 contains 12892 members 
Mstep: Class 8 contains 18822 members 
Mstep: Class 9 contains 37431 members 
Mstep: Class 10 contains 208029 members 
Mstep: Class 11 contains 17355 members 
Mstep: Class 12 contains 30348 members 
Mstep: Class 13 contains 16228 members 
Mstep: Class 14 contains 947803 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 56404 members 
Mstep: Class 19 contains 19516 members 
Mstep: Class 20 contains 275234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142596416.000000 Penalty: 64349.773438
Iteration 33Q: 19 clusters Score -1.425964e+08 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 48641 members 
Mstep: Class 3 contains 17618 members 
Mstep: Class 4 contains 60929 members 
Mstep: Class 5 contains 12669 members 
Mstep: Class 6 contains 9619 members 
Mstep: Class 7 contains 12597 members 
Mstep: Class 8 contains 19155 members 
Mstep: Class 9 contains 37418 members 
Mstep: Class 10 contains 213658 members 
Mstep: Class 11 contains 17516 members 
Mstep: Class 12 contains 30032 members 
Mstep: Class 13 contains 16044 members 
Mstep: Class 14 contains 942025 members 
Mstep: Class 17 contains 5776 members 
Mstep: Class 18 contains 55876 members 
Mstep: Class 19 contains 19458 members 
Mstep: Class 20 contains 275556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142600656.000000 Penalty: 64349.773438
Iteration 34Q: 19 clusters Score -1.426007e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 48671 members 
Mstep: Class 3 contains 17997 members 
Mstep: Class 4 contains 61294 members 
Mstep: Class 5 contains 12667 members 
Mstep: Class 6 contains 9545 members 
Mstep: Class 7 contains 12371 members 
Mstep: Class 8 contains 19483 members 
Mstep: Class 9 contains 37400 members 
Mstep: Class 10 contains 218569 members 
Mstep: Class 11 contains 17672 members 
Mstep: Class 12 contains 29732 members 
Mstep: Class 13 contains 15911 members 
Mstep: Class 14 contains 936844 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 55397 members 
Mstep: Class 19 contains 19424 members 
Mstep: Class 20 contains 275866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142603952.000000 Penalty: 64349.773438
Iteration 35Q: 19 clusters Score -1.42604e+08 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 3 contains 18336 members 
Mstep: Class 4 contains 61643 members 
Mstep: Class 5 contains 12669 members 
Mstep: Class 6 contains 9487 members 
Mstep: Class 7 contains 12158 members 
Mstep: Class 8 contains 19763 members 
Mstep: Class 9 contains 37424 members 
Mstep: Class 10 contains 222851 members 
Mstep: Class 11 contains 17813 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 15794 members 
Mstep: Class 14 contains 932301 members 
Mstep: Class 17 contains 5764 members 
Mstep: Class 18 contains 54980 members 
Mstep: Class 19 contains 19390 members 
Mstep: Class 20 contains 276027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142607200.000000 Penalty: 64349.773438
Iteration 36Q: 19 clusters Score -1.426072e+08 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 61941 members 
Mstep: Class 5 contains 12677 members 
Mstep: Class 6 contains 9461 members 
Mstep: Class 7 contains 11973 members 
Mstep: Class 8 contains 19984 members 
Mstep: Class 9 contains 37443 members 
Mstep: Class 10 contains 226488 members 
Mstep: Class 11 contains 17937 members 
Mstep: Class 12 contains 29337 members 
Mstep: Class 13 contains 15693 members 
Mstep: Class 14 contains 928379 members 
Mstep: Class 17 contains 5760 members 
Mstep: Class 18 contains 54612 members 
Mstep: Class 19 contains 19360 members 
Mstep: Class 20 contains 276219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142608912.000000 Penalty: 64349.773438
Iteration 37Q: 19 clusters Score -1.426089e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 62202 members 
Mstep: Class 5 contains 12682 members 
Mstep: Class 6 contains 9433 members 
Mstep: Class 7 contains 11827 members 
Mstep: Class 8 contains 20170 members 
Mstep: Class 9 contains 37434 members 
Mstep: Class 10 contains 229602 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 29207 members 
Mstep: Class 13 contains 15613 members 
Mstep: Class 14 contains 924948 members 
Mstep: Class 17 contains 5757 members 
Mstep: Class 18 contains 54304 members 
Mstep: Class 19 contains 19352 members 
Mstep: Class 20 contains 276352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142611248.000000 Penalty: 64349.773438
Iteration 38Q: 19 clusters Score -1.426112e+08 nChanged 5726
Entering ConstructFrom: 
Score: -142611248.000000 Penalty: 64349.773438
Entering ConstructFrom: 
Trying to split cluster 1 (27040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Entering Unmasked Estep 
Score: -2248807.250000 Penalty: 2530.857910
	Iteration 0F: 2 clusters Score -2248807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2230278.750000 Penalty: 5061.715820
	Iteration 0F: 3 clusters Score -2230279 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2236730.000000 Penalty: 5061.715820
	Iteration 1F: 3 clusters Score -2236730 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2237166.500000 Penalty: 5061.715820
	Iteration 2Q: 3 clusters Score -2237166 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2237515.500000 Penalty: 5061.715820
	Iteration 3Q: 3 clusters Score -2237516 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2237826.500000 Penalty: 5061.715820
	Iteration 4Q: 3 clusters Score -2237826 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2238116.750000 Penalty: 5061.715820
	Iteration 5Q: 3 clusters Score -2238117 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2238439.500000 Penalty: 5061.715820
	Iteration 6Q: 3 clusters Score -2238440 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2238842.750000 Penalty: 5061.715820
	Iteration 7Q: 3 clusters Score -2238843 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2239343.000000 Penalty: 5061.715820
	Iteration 8Q: 3 clusters Score -2239343 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2239925.000000 Penalty: 5061.715820
	Iteration 9Q: 3 clusters Score -2239925 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2240671.750000 Penalty: 5061.715820
	Iteration 10Q: 3 clusters Score -2240672 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2241538.000000 Penalty: 5061.715820
	Iteration 11F: 3 clusters Score -2241538 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2242511.750000 Penalty: 5061.715820
	Iteration 12F: 3 clusters Score -2242512 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2243549.750000 Penalty: 5061.715820
	Iteration 13Q: 3 clusters Score -2243550 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2244396.750000 Penalty: 5061.715820
	Iteration 14Q: 3 clusters Score -2244397 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2245057.000000 Penalty: 5061.715820
	Iteration 15Q: 3 clusters Score -2245057 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2245585.000000 Penalty: 5061.715820
	Iteration 16Q: 3 clusters Score -2245585 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2245931.000000 Penalty: 5061.715820
	Iteration 17Q: 3 clusters Score -2245931 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2246132.500000 Penalty: 5061.715820
	Iteration 18Q: 3 clusters Score -2246132 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2246276.250000 Penalty: 5061.715820
	Iteration 19Q: 3 clusters Score -2246276 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2246364.500000 Penalty: 5061.715820
	Iteration 20F: 3 clusters Score -2246364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2246434.500000 Penalty: 5061.715820
	Iteration 21Q: 3 clusters Score -2246434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2246491.250000 Penalty: 5061.715820
	Iteration 22Q: 3 clusters Score -2246491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2246535.250000 Penalty: 5061.715820
	Iteration 23Q: 3 clusters Score -2246535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2246562.500000 Penalty: 5061.715820
	Iteration 24Q: 3 clusters Score -2246562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2246595.250000 Penalty: 5061.715820
	Iteration 25Q: 3 clusters Score -2246595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2246608.250000 Penalty: 5061.715820
	Iteration 26Q: 3 clusters Score -2246608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2246622.250000 Penalty: 5061.715820
	Iteration 27Q: 3 clusters Score -2246622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2246631.500000 Penalty: 5061.715820
	Iteration 28Q: 3 clusters Score -2246632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2246644.750000 Penalty: 5061.715820
	Iteration 29Q: 3 clusters Score -2246645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2246652.500000 Penalty: 5061.715820
	Iteration 30Q: 3 clusters Score -2246652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2246655.500000 Penalty: 5061.715820
	Iteration 31Q: 3 clusters Score -2246656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2246662.750000 Penalty: 5061.715820
	Iteration 32Q: 3 clusters Score -2246663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2246664.250000 Penalty: 5061.715820
	Iteration 33Q: 3 clusters Score -2246664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2246671.750000 Penalty: 5061.715820
	Iteration 34Q: 3 clusters Score -2246672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2246677.500000 Penalty: 5061.715820
	Iteration 35Q: 3 clusters Score -2246678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2246678.750000 Penalty: 5061.715820
	Iteration 36Q: 3 clusters Score -2246679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2246680.500000 Penalty: 5061.715820
	Iteration 37Q: 3 clusters Score -2246680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2246680.000000 Penalty: 5061.715820
	Iteration 38Q: 3 clusters Score -2246680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2246680.000000 Penalty: 5061.715820
	Iteration 39F: 3 clusters Score -2246680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Entering Unmasked Estep 
Score: -3720006.500000 Penalty: 2677.782959
	Iteration 0F: 2 clusters Score -3720006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3687095.750000 Penalty: 5355.565918
	Iteration 0F: 3 clusters Score -3687096 nChanged 22504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3699899.750000 Penalty: 5355.565918
	Iteration 1F: 3 clusters Score -3699900 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3700912.500000 Penalty: 5355.565918
	Iteration 2Q: 3 clusters Score -3700912 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3702290.250000 Penalty: 5355.565918
	Iteration 3F: 3 clusters Score -3702290 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3704020.750000 Penalty: 5355.565918
	Iteration 4F: 3 clusters Score -3704021 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3706183.250000 Penalty: 5355.565918
	Iteration 5F: 3 clusters Score -3706183 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3708725.750000 Penalty: 5355.565918
	Iteration 6F: 3 clusters Score -3708726 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -3711599.500000 Penalty: 5355.565918
	Iteration 7F: 3 clusters Score -3711600 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3714120.500000 Penalty: 5355.565918
	Iteration 8F: 3 clusters Score -3714120 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -3715702.250000 Penalty: 5355.565918
	Iteration 9Q: 3 clusters Score -3715702 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -3716643.250000 Penalty: 5355.565918
	Iteration 10Q: 3 clusters Score -3716643 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -3717243.250000 Penalty: 5355.565918
	Iteration 11Q: 3 clusters Score -3717243 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -3717679.250000 Penalty: 5355.565918
	Iteration 12Q: 3 clusters Score -3717679 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -3718086.000000 Penalty: 5355.565918
	Iteration 13Q: 3 clusters Score -3718086 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -3718467.750000 Penalty: 5355.565918
	Iteration 14Q: 3 clusters Score -3718468 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -3718880.750000 Penalty: 5355.565918
	Iteration 15Q: 3 clusters Score -3718881 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -3719686.000000 Penalty: 5355.565918
	Iteration 16Q: 3 clusters Score -3719686 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -3720789.500000 Penalty: 5355.565918
	Iteration 17Q: 3 clusters Score -3720790 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -3721685.500000 Penalty: 5355.565918
	Iteration 18Q: 3 clusters Score -3721686 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -3722222.750000 Penalty: 5355.565918
	Iteration 19Q: 3 clusters Score -3722223 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -3722682.250000 Penalty: 5355.565918
	Iteration 20F: 3 clusters Score -3722682 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -3723142.000000 Penalty: 5355.565918
	Iteration 21Q: 3 clusters Score -3723142 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -3723643.000000 Penalty: 5355.565918
	Iteration 22Q: 3 clusters Score -3723643 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -3724165.250000 Penalty: 5355.565918
	Iteration 23Q: 3 clusters Score -3724165 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -3724782.500000 Penalty: 5355.565918
	Iteration 24Q: 3 clusters Score -3724782 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -3725305.000000 Penalty: 5355.565918
	Iteration 25Q: 3 clusters Score -3725305 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3725727.000000 Penalty: 5355.565918
	Iteration 26Q: 3 clusters Score -3725727 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -3726115.000000 Penalty: 5355.565918
	Iteration 27Q: 3 clusters Score -3726115 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -3726368.000000 Penalty: 5355.565918
	Iteration 28Q: 3 clusters Score -3726368 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -3726528.750000 Penalty: 5355.565918
	Iteration 29Q: 3 clusters Score -3726529 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -3726646.000000 Penalty: 5355.565918
	Iteration 30Q: 3 clusters Score -3726646 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -3726755.500000 Penalty: 5355.565918
	Iteration 31Q: 3 clusters Score -3726756 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3726839.500000 Penalty: 5355.565918
	Iteration 32Q: 3 clusters Score -3726840 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3726887.500000 Penalty: 5355.565918
	Iteration 33Q: 3 clusters Score -3726888 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -3726935.500000 Penalty: 5355.565918
	Iteration 34Q: 3 clusters Score -3726936 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3726983.250000 Penalty: 5355.565918
	Iteration 35Q: 3 clusters Score -3726983 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -3727007.750000 Penalty: 5355.565918
	Iteration 36Q: 3 clusters Score -3727008 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -3727017.000000 Penalty: 5355.565918
	Iteration 37Q: 3 clusters Score -3727017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3727032.750000 Penalty: 5355.565918
	Iteration 38Q: 3 clusters Score -3727033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -3727052.000000 Penalty: 5355.565918
	Iteration 39Q: 3 clusters Score -3727052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -3727255.500000 Penalty: 5355.565918
	Iteration 40F: 3 clusters Score -3727256 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3727341.250000 Penalty: 5355.565918
	Iteration 41Q: 3 clusters Score -3727341 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -3727409.500000 Penalty: 5355.565918
	Iteration 42Q: 3 clusters Score -3727410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -3727442.250000 Penalty: 5355.565918
	Iteration 43Q: 3 clusters Score -3727442 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -3727460.750000 Penalty: 5355.565918
	Iteration 44Q: 3 clusters Score -3727461 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3727466.750000 Penalty: 5355.565918
	Iteration 45Q: 3 clusters Score -3727467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -3727500.250000 Penalty: 5355.565918
	Iteration 46Q: 3 clusters Score -3727500 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3727509.250000 Penalty: 5355.565918
	Iteration 47Q: 3 clusters Score -3727509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3727506.750000 Penalty: 5355.565918
	Iteration 48Q: 3 clusters Score -3727507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -3727520.000000 Penalty: 5355.565918
	Iteration 49Q: 3 clusters Score -3727520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3727523.000000 Penalty: 5355.565918
	Iteration 50Q: 3 clusters Score -3727523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3727538.750000 Penalty: 5355.565918
	Iteration 51Q: 3 clusters Score -3727539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -3727540.750000 Penalty: 5355.565918
	Iteration 52Q: 3 clusters Score -3727541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3727551.250000 Penalty: 5355.565918
	Iteration 53Q: 3 clusters Score -3727551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3727561.500000 Penalty: 5355.565918
	Iteration 54Q: 3 clusters Score -3727562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3727567.750000 Penalty: 5355.565918
	Iteration 55Q: 3 clusters Score -3727568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -3727569.000000 Penalty: 5355.565918
	Iteration 56Q: 3 clusters Score -3727569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3727579.250000 Penalty: 5355.565918
	Iteration 57Q: 3 clusters Score -3727579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3727576.250000 Penalty: 5355.565918
	Iteration 58Q: 3 clusters Score -3727576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -3727576.250000 Penalty: 5355.565918
	Iteration 59Q: 3 clusters Score -3727576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3727581.250000 Penalty: 5355.565918
	Iteration 60F: 3 clusters Score -3727581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3727589.500000 Penalty: 5355.565918
	Iteration 61Q: 3 clusters Score -3727590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -3727590.250000 Penalty: 5355.565918
	Iteration 62Q: 3 clusters Score -3727590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3727585.000000 Penalty: 5355.565918
	Iteration 63Q: 3 clusters Score -3727585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3727589.500000 Penalty: 5355.565918
	Iteration 64Q: 3 clusters Score -3727590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3727589.000000 Penalty: 5355.565918
	Iteration 65Q: 3 clusters Score -3727589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3727598.000000 Penalty: 5355.565918
	Iteration 66Q: 3 clusters Score -3727598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3727595.000000 Penalty: 5355.565918
	Iteration 67Q: 3 clusters Score -3727595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3727586.750000 Penalty: 5355.565918
	Iteration 68Q: 3 clusters Score -3727587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3727590.000000 Penalty: 5355.565918
	Iteration 69Q: 3 clusters Score -3727590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3727590.250000 Penalty: 5355.565918
	Iteration 70Q: 3 clusters Score -3727590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3727584.500000 Penalty: 5355.565918
	Iteration 71Q: 3 clusters Score -3727584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3727587.000000 Penalty: 5355.565918
	Iteration 72Q: 3 clusters Score -3727587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3727583.750000 Penalty: 5355.565918
	Iteration 73Q: 3 clusters Score -3727584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -3727588.250000 Penalty: 5355.565918
	Iteration 74Q: 3 clusters Score -3727588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -3727588.500000 Penalty: 5355.565918
	Iteration 75Q: 3 clusters Score -3727588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -3727588.000000 Penalty: 5355.565918
	Iteration 76Q: 3 clusters Score -3727588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3727592.750000 Penalty: 5355.565918
	Iteration 77Q: 3 clusters Score -3727593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3727596.750000 Penalty: 5355.565918
	Iteration 78Q: 3 clusters Score -3727597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3727599.250000 Penalty: 5355.565918
	Iteration 79Q: 3 clusters Score -3727599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3727604.750000 Penalty: 5355.565918
	Iteration 80F: 3 clusters Score -3727605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3727604.250000 Penalty: 5355.565918
	Iteration 81Q: 3 clusters Score -3727604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -3727611.500000 Penalty: 5355.565918
	Iteration 82Q: 3 clusters Score -3727612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3727608.000000 Penalty: 5355.565918
	Iteration 83Q: 3 clusters Score -3727608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3727608.000000 Penalty: 5355.565918
	Iteration 84F: 3 clusters Score -3727608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 19056 members 
Mstep: Class 4 contains 62469 members 
Mstep: Class 5 contains 12688 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 232281 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Entering Unmasked Estep 
Score: -142620704.000000 Penalty: 67924.757812
Splitting cluster 2 changes total score from -142611248.000000 to -142620704.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (19056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Entering Unmasked Estep 
Score: -1302342.625000 Penalty: 2444.073975
	Iteration 0F: 2 clusters Score -1302343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1289062.125000 Penalty: 4888.147949
	Iteration 0F: 3 clusters Score -1289062 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1293879.625000 Penalty: 4888.147949
	Iteration 1F: 3 clusters Score -1293880 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1294992.625000 Penalty: 4888.147949
	Iteration 2F: 3 clusters Score -1294993 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1296294.875000 Penalty: 4888.147949
	Iteration 3F: 3 clusters Score -1296295 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1297824.625000 Penalty: 4888.147949
	Iteration 4F: 3 clusters Score -1297825 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1299445.250000 Penalty: 4888.147949
	Iteration 5F: 3 clusters Score -1299445 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1300894.625000 Penalty: 4888.147949
	Iteration 6F: 3 clusters Score -1300895 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1302062.875000 Penalty: 4888.147949
	Iteration 7F: 3 clusters Score -1302063 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1302786.375000 Penalty: 4888.147949
	Iteration 8Q: 3 clusters Score -1302786 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1303123.875000 Penalty: 4888.147949
	Iteration 9Q: 3 clusters Score -1303124 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1303299.500000 Penalty: 4888.147949
	Iteration 10Q: 3 clusters Score -1303300 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1303397.500000 Penalty: 4888.147949
	Iteration 11Q: 3 clusters Score -1303398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1303462.000000 Penalty: 4888.147949
	Iteration 12Q: 3 clusters Score -1303462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1303519.500000 Penalty: 4888.147949
	Iteration 13Q: 3 clusters Score -1303520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1303567.625000 Penalty: 4888.147949
	Iteration 14Q: 3 clusters Score -1303568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1303602.125000 Penalty: 4888.147949
	Iteration 15Q: 3 clusters Score -1303602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1303637.125000 Penalty: 4888.147949
	Iteration 16Q: 3 clusters Score -1303637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1303658.875000 Penalty: 4888.147949
	Iteration 17Q: 3 clusters Score -1303659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1303682.000000 Penalty: 4888.147949
	Iteration 18Q: 3 clusters Score -1303682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1303686.750000 Penalty: 4888.147949
	Iteration 19Q: 3 clusters Score -1303687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1303695.375000 Penalty: 4888.147949
	Iteration 20F: 3 clusters Score -1303695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1303694.750000 Penalty: 4888.147949
	Iteration 21Q: 3 clusters Score -1303695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1303701.500000 Penalty: 4888.147949
	Iteration 22Q: 3 clusters Score -1303702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1303702.000000 Penalty: 4888.147949
	Iteration 23Q: 3 clusters Score -1303702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1303703.625000 Penalty: 4888.147949
	Iteration 24Q: 3 clusters Score -1303704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1303709.250000 Penalty: 4888.147949
	Iteration 25Q: 3 clusters Score -1303709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1303710.125000 Penalty: 4888.147949
	Iteration 26Q: 3 clusters Score -1303710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1303716.125000 Penalty: 4888.147949
	Iteration 27Q: 3 clusters Score -1303716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1303721.875000 Penalty: 4888.147949
	Iteration 28Q: 3 clusters Score -1303722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1303723.750000 Penalty: 4888.147949
	Iteration 29Q: 3 clusters Score -1303724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1303724.625000 Penalty: 4888.147949
	Iteration 30Q: 3 clusters Score -1303725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1303724.500000 Penalty: 4888.147949
	Iteration 31Q: 3 clusters Score -1303724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1303726.625000 Penalty: 4888.147949
	Iteration 32Q: 3 clusters Score -1303727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1303727.625000 Penalty: 4888.147949
	Iteration 33Q: 3 clusters Score -1303728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1303727.500000 Penalty: 4888.147949
	Iteration 34Q: 3 clusters Score -1303728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1303728.875000 Penalty: 4888.147949
	Iteration 35Q: 3 clusters Score -1303729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1303731.000000 Penalty: 4888.147949
	Iteration 36Q: 3 clusters Score -1303731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1303732.000000 Penalty: 4888.147949
	Iteration 37Q: 3 clusters Score -1303732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1303739.625000 Penalty: 4888.147949
	Iteration 38Q: 3 clusters Score -1303740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1303738.250000 Penalty: 4888.147949
	Iteration 39Q: 3 clusters Score -1303738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1303735.625000 Penalty: 4888.147949
	Iteration 40F: 3 clusters Score -1303736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1303739.750000 Penalty: 4888.147949
	Iteration 41Q: 3 clusters Score -1303740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1303740.375000 Penalty: 4888.147949
	Iteration 42Q: 3 clusters Score -1303740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1303739.875000 Penalty: 4888.147949
	Iteration 43Q: 3 clusters Score -1303740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1303742.750000 Penalty: 4888.147949
	Iteration 44Q: 3 clusters Score -1303743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1303742.250000 Penalty: 4888.147949
	Iteration 45Q: 3 clusters Score -1303742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1303742.250000 Penalty: 4888.147949
	Iteration 46F: 3 clusters Score -1303742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 62469 members 
Mstep: Class 5 contains 12688 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 232281 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Entering Unmasked Estep 
Score: -142621824.000000 Penalty: 71499.750000
Splitting cluster 3 changes total score from -142611248.000000 to -142621824.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (62469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Entering Unmasked Estep 
Score: -5093559.500000 Penalty: 2738.521729
	Iteration 0F: 2 clusters Score -5093560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5051438.000000 Penalty: 5477.043457
	Iteration 0F: 3 clusters Score -5051438 nChanged 29217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -5067998.000000 Penalty: 5477.043457
	Iteration 1F: 3 clusters Score -5067998 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5068806.500000 Penalty: 5477.043457
	Iteration 2Q: 3 clusters Score -5068806 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -5069809.500000 Penalty: 5477.043457
	Iteration 3Q: 3 clusters Score -5069810 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5071081.500000 Penalty: 5477.043457
	Iteration 4Q: 3 clusters Score -5071082 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5072714.000000 Penalty: 5477.043457
	Iteration 5F: 3 clusters Score -5072714 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5075033.500000 Penalty: 5477.043457
	Iteration 6F: 3 clusters Score -5075034 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5077948.000000 Penalty: 5477.043457
	Iteration 7F: 3 clusters Score -5077948 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5081252.000000 Penalty: 5477.043457
	Iteration 8F: 3 clusters Score -5081252 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5084637.500000 Penalty: 5477.043457
	Iteration 9F: 3 clusters Score -5084638 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5087501.500000 Penalty: 5477.043457
	Iteration 10F: 3 clusters Score -5087502 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -5089413.000000 Penalty: 5477.043457
	Iteration 11Q: 3 clusters Score -5089413 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5090532 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5091232 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5091796 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5092174 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5092476 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5092755 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5092952 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5093080 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -5093219.500000 Penalty: 5477.043457
	Iteration 20F: 3 clusters Score -5093220 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5093300 nChanged 363
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Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5093352 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5093397 nChanged 236
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Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5093431 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5093454 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5093472 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5093468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5093470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5093470 nChanged 76
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Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5093486 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5093465 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5093454 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5093455.500000 Penalty: 5477.043457
	Iteration 33Q: 3 clusters Score -5093456 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5093466 nChanged 40
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Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5093464 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5093470 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5093472 nChanged 30
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Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5093465 nChanged 28
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Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5093474 nChanged 23
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Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5093474 nChanged 29
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Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5093478 nChanged 30
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Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5093476 nChanged 32
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Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5093488 nChanged 45
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Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5093498 nChanged 41
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Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5093506 nChanged 41
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Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5093502 nChanged 36
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Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5093499 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5093494 nChanged 53
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Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5093512 nChanged 57
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Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5093516.500000 Penalty: 5477.043457
	Iteration 50Q: 3 clusters Score -5093516 nChanged 62
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Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5093513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5093512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5093501 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5093498 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5093508 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5093513 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5093500 nChanged 136
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Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5093527.500000 Penalty: 5477.043457
	Iteration 58Q: 3 clusters Score -5093528 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5093566 nChanged 171
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Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5093582 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5093609 nChanged 182
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Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5093612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -5093641.500000 Penalty: 5477.043457
	Iteration 63Q: 3 clusters Score -5093642 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5093658 nChanged 193
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Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5093687 nChanged 237
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Mstep: Class 1 contains 38368 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5093726 nChanged 272
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Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5093802 nChanged 290
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Mstep: Class 1 contains 37808 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5093872 nChanged 370
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Mstep: Class 1 contains 37440 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5093988 nChanged 415
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Mstep: Class 1 contains 37031 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5094125 nChanged 502
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Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5094404 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5094832 nChanged 862
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Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5095548 nChanged 1033
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34001 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5096502 nChanged 1141
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Mstep: Class 1 contains 32902 members 
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	Iteration 75Q: 3 clusters Score -5097496 nChanged 1044
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Mstep: Class 1 contains 31900 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5098356 nChanged 881
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5098963 nChanged 698
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	Iteration 78Q: 3 clusters Score -5099371 nChanged 550
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	Iteration 79Q: 3 clusters Score -5099572 nChanged 424
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Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 33092 members 
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	Iteration 80F: 3 clusters Score -5099865 nChanged 416
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Mstep: Class 1 contains 28961 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5100036 nChanged 351
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Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5100105 nChanged 290
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Mstep: Class 1 contains 28320 members 
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Entering Unmasked Estep 
Score: -5100139.000000 Penalty: 5477.043457
	Iteration 83Q: 3 clusters Score -5100139 nChanged 239
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Mstep: Class 1 contains 28081 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5100182 nChanged 178
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Mstep: Class 1 contains 27903 members 
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	Iteration 85Q: 3 clusters Score -5100210 nChanged 126
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Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5100204 nChanged 91
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	Iteration 87Q: 3 clusters Score -5100210 nChanged 58
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	Iteration 88Q: 3 clusters Score -5100214 nChanged 45
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5100216 nChanged 35
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Mstep: Class 1 contains 27548 members 
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	Iteration 90Q: 3 clusters Score -5100208 nChanged 29
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Mstep: Class 1 contains 27519 members 
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Entering Unmasked Estep 
Score: -5100223.500000 Penalty: 5477.043457
	Iteration 91Q: 3 clusters Score -5100224 nChanged 23
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5100214 nChanged 28
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	Iteration 93Q: 3 clusters Score -5100216 nChanged 27
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5100227 nChanged 22
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	Iteration 95Q: 3 clusters Score -5100228 nChanged 23
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Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5100225 nChanged 17
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Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 35090 members 
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	Iteration 97Q: 3 clusters Score -5100225 nChanged 20
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Mstep: Class 1 contains 27359 members 
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	Iteration 98Q: 3 clusters Score -5100216 nChanged 23
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5100215 nChanged 20
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Entering Unmasked Estep 
Score: -5100214.500000 Penalty: 5477.043457
	Iteration 100F: 3 clusters Score -5100214 nChanged 16
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5100210 nChanged 19
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5100216 nChanged 17
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Mstep: Class 1 contains 27264 members 
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Entering Unmasked Estep 
Score: -5100218.500000 Penalty: 5477.043457
	Iteration 103Q: 3 clusters Score -5100218 nChanged 13
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5100228 nChanged 7
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Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -5100222.000000 Penalty: 5477.043457
	Iteration 105Q: 3 clusters Score -5100222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -5100228.500000 Penalty: 5477.043457
	Iteration 106Q: 3 clusters Score -5100228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5100230.500000 Penalty: 5477.043457
	Iteration 107Q: 3 clusters Score -5100230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5100227.000000 Penalty: 5477.043457
	Iteration 108Q: 3 clusters Score -5100227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -5100232.500000 Penalty: 5477.043457
	Iteration 109Q: 3 clusters Score -5100232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -5100227.500000 Penalty: 5477.043457
	Iteration 110Q: 3 clusters Score -5100228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5100226.000000 Penalty: 5477.043457
	Iteration 111Q: 3 clusters Score -5100226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5100230.000000 Penalty: 5477.043457
	Iteration 112Q: 3 clusters Score -5100230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5100231.500000 Penalty: 5477.043457
	Iteration 113Q: 3 clusters Score -5100232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -5100231.500000 Penalty: 5477.043457
	Iteration 114Q: 3 clusters Score -5100232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -5100231.500000 Penalty: 5477.043457
	Iteration 115F: 3 clusters Score -5100232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 12688 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 232281 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Entering Unmasked Estep 
Score: -142627728.000000 Penalty: 75074.734375
Splitting cluster 4 changes total score from -142611248.000000 to -142627728.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (12688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Entering Unmasked Estep 
Score: -945886.375000 Penalty: 2343.206055
	Iteration 0F: 2 clusters Score -945886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -936602.187500 Penalty: 4686.412109
	Iteration 0F: 3 clusters Score -936602.2 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -940096.937500 Penalty: 4686.412109
	Iteration 1F: 3 clusters Score -940096.9 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -941524.250000 Penalty: 4686.412109
	Iteration 2F: 3 clusters Score -941524.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -943588.062500 Penalty: 4686.412109
	Iteration 3F: 3 clusters Score -943588.1 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -946189.625000 Penalty: 4686.412109
	Iteration 4F: 3 clusters Score -946189.6 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -948946.687500 Penalty: 4686.412109
	Iteration 5F: 3 clusters Score -948946.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -952007.750000 Penalty: 4686.412109
	Iteration 6F: 3 clusters Score -952007.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -954265.187500 Penalty: 4686.412109
	Iteration 7F: 3 clusters Score -954265.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -955258.562500 Penalty: 4686.412109
	Iteration 8Q: 3 clusters Score -955258.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -956164.250000 Penalty: 4686.412109
	Iteration 9Q: 3 clusters Score -956164.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -956582.812500 Penalty: 4686.412109
	Iteration 10Q: 3 clusters Score -956582.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -956738.750000 Penalty: 4686.412109
	Iteration 11Q: 3 clusters Score -956738.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -956813.375000 Penalty: 4686.412109
	Iteration 12Q: 3 clusters Score -956813.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -956861.312500 Penalty: 4686.412109
	Iteration 13Q: 3 clusters Score -956861.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -956879.000000 Penalty: 4686.412109
	Iteration 14Q: 3 clusters Score -956879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -956883.750000 Penalty: 4686.412109
	Iteration 15Q: 3 clusters Score -956883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -956888.375000 Penalty: 4686.412109
	Iteration 16Q: 3 clusters Score -956888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -956892.000000 Penalty: 4686.412109
	Iteration 17Q: 3 clusters Score -956892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -956892.625000 Penalty: 4686.412109
	Iteration 18Q: 3 clusters Score -956892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -956891.812500 Penalty: 4686.412109
	Iteration 19Q: 3 clusters Score -956891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -956892.437500 Penalty: 4686.412109
	Iteration 20F: 3 clusters Score -956892.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 9398 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 232281 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Entering Unmasked Estep 
Score: -142639184.000000 Penalty: 78649.726562
Splitting cluster 5 changes total score from -142611248.000000 to -142639184.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -726117.937500 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -726117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -718819.125000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -718819.1 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -721227.375000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -721227.4 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -722204.875000 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -722204.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -724113.937500 Penalty: 4537.533203
	Iteration 3F: 3 clusters Score -724113.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -726500.937500 Penalty: 4537.533203
	Iteration 4F: 3 clusters Score -726500.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -728170.000000 Penalty: 4537.533203
	Iteration 5F: 3 clusters Score -728170 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -729235.250000 Penalty: 4537.533203
	Iteration 6F: 3 clusters Score -729235.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -730018.312500 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -730018.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -730364.937500 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -730364.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -730452.312500 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -730452.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -730472.875000 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -730472.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -730481.937500 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -730481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -730483.562500 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -730483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -730485.500000 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -730485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -730489.125000 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -730489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -730488.250000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -730488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -730488.250000 Penalty: 4537.533203
	Iteration 16F: 3 clusters Score -730488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 232281 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Entering Unmasked Estep 
Score: -142642784.000000 Penalty: 82224.710938
Splitting cluster 6 changes total score from -142611248.000000 to -142642784.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (11669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Entering Unmasked Estep 
Score: -963263.375000 Penalty: 2322.443359
	Iteration 0F: 2 clusters Score -963263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -954444.312500 Penalty: 4644.886719
	Iteration 0F: 3 clusters Score -954444.3 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -957130.500000 Penalty: 4644.886719
	Iteration 1F: 3 clusters Score -957130.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -957478.750000 Penalty: 4644.886719
	Iteration 2F: 3 clusters Score -957478.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -957780.687500 Penalty: 4644.886719
	Iteration 3F: 3 clusters Score -957780.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -958058.125000 Penalty: 4644.886719
	Iteration 4Q: 3 clusters Score -958058.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -958337.500000 Penalty: 4644.886719
	Iteration 5Q: 3 clusters Score -958337.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -958676.000000 Penalty: 4644.886719
	Iteration 6Q: 3 clusters Score -958676 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -959021.500000 Penalty: 4644.886719
	Iteration 7Q: 3 clusters Score -959021.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -959375.750000 Penalty: 4644.886719
	Iteration 8Q: 3 clusters Score -959375.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -959751.250000 Penalty: 4644.886719
	Iteration 9Q: 3 clusters Score -959751.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -960092.937500 Penalty: 4644.886719
	Iteration 10Q: 3 clusters Score -960092.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -960418.937500 Penalty: 4644.886719
	Iteration 11Q: 3 clusters Score -960418.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -960709.875000 Penalty: 4644.886719
	Iteration 12Q: 3 clusters Score -960709.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -960930.062500 Penalty: 4644.886719
	Iteration 13Q: 3 clusters Score -960930.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -961075.000000 Penalty: 4644.886719
	Iteration 14Q: 3 clusters Score -961075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -961194.687500 Penalty: 4644.886719
	Iteration 15Q: 3 clusters Score -961194.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -961276.437500 Penalty: 4644.886719
	Iteration 16Q: 3 clusters Score -961276.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -961372.812500 Penalty: 4644.886719
	Iteration 17Q: 3 clusters Score -961372.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -961463.750000 Penalty: 4644.886719
	Iteration 18Q: 3 clusters Score -961463.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -961520.312500 Penalty: 4644.886719
	Iteration 19Q: 3 clusters Score -961520.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -961550.375000 Penalty: 4644.886719
	Iteration 20F: 3 clusters Score -961550.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -961572.625000 Penalty: 4644.886719
	Iteration 21Q: 3 clusters Score -961572.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -961583.812500 Penalty: 4644.886719
	Iteration 22Q: 3 clusters Score -961583.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -961597.062500 Penalty: 4644.886719
	Iteration 23Q: 3 clusters Score -961597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -961599.625000 Penalty: 4644.886719
	Iteration 24Q: 3 clusters Score -961599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -961602.937500 Penalty: 4644.886719
	Iteration 25Q: 3 clusters Score -961602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -961603.062500 Penalty: 4644.886719
	Iteration 26Q: 3 clusters Score -961603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -961604.375000 Penalty: 4644.886719
	Iteration 27Q: 3 clusters Score -961604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -961604.375000 Penalty: 4644.886719
	Iteration 28F: 3 clusters Score -961604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Entering Unmasked Estep 
Score: -1608696.625000 Penalty: 2460.062500
	Iteration 0F: 2 clusters Score -1608697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1594386.000000 Penalty: 4920.125000
	Iteration 0F: 3 clusters Score -1594386 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1599205.750000 Penalty: 4920.125000
	Iteration 1F: 3 clusters Score -1599206 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1599662.000000 Penalty: 4920.125000
	Iteration 2F: 3 clusters Score -1599662 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1600079.750000 Penalty: 4920.125000
	Iteration 3Q: 3 clusters Score -1600080 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1600521.500000 Penalty: 4920.125000
	Iteration 4Q: 3 clusters Score -1600522 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1601002.375000 Penalty: 4920.125000
	Iteration 5Q: 3 clusters Score -1601002 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1601452.500000 Penalty: 4920.125000
	Iteration 6Q: 3 clusters Score -1601452 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1601872.250000 Penalty: 4920.125000
	Iteration 7Q: 3 clusters Score -1601872 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1602306.000000 Penalty: 4920.125000
	Iteration 8Q: 3 clusters Score -1602306 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1602762.125000 Penalty: 4920.125000
	Iteration 9Q: 3 clusters Score -1602762 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1603209.250000 Penalty: 4920.125000
	Iteration 10Q: 3 clusters Score -1603209 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1603634.125000 Penalty: 4920.125000
	Iteration 11Q: 3 clusters Score -1603634 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1603965.750000 Penalty: 4920.125000
	Iteration 12Q: 3 clusters Score -1603966 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1604185.625000 Penalty: 4920.125000
	Iteration 13Q: 3 clusters Score -1604186 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1604341.500000 Penalty: 4920.125000
	Iteration 14Q: 3 clusters Score -1604342 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1604454.250000 Penalty: 4920.125000
	Iteration 15Q: 3 clusters Score -1604454 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1604547.625000 Penalty: 4920.125000
	Iteration 16Q: 3 clusters Score -1604548 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1604616.875000 Penalty: 4920.125000
	Iteration 17Q: 3 clusters Score -1604617 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1604695.125000 Penalty: 4920.125000
	Iteration 18Q: 3 clusters Score -1604695 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1604772.750000 Penalty: 4920.125000
	Iteration 19Q: 3 clusters Score -1604773 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1604856.250000 Penalty: 4920.125000
	Iteration 20F: 3 clusters Score -1604856 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1604939.000000 Penalty: 4920.125000
	Iteration 21Q: 3 clusters Score -1604939 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1605028.125000 Penalty: 4920.125000
	Iteration 22Q: 3 clusters Score -1605028 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1605114.500000 Penalty: 4920.125000
	Iteration 23Q: 3 clusters Score -1605114 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1605225.875000 Penalty: 4920.125000
	Iteration 24Q: 3 clusters Score -1605226 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1605323.000000 Penalty: 4920.125000
	Iteration 25Q: 3 clusters Score -1605323 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1605423.750000 Penalty: 4920.125000
	Iteration 26Q: 3 clusters Score -1605424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1605488.875000 Penalty: 4920.125000
	Iteration 27Q: 3 clusters Score -1605489 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1605573.250000 Penalty: 4920.125000
	Iteration 28Q: 3 clusters Score -1605573 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1605640.000000 Penalty: 4920.125000
	Iteration 29Q: 3 clusters Score -1605640 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1605698.000000 Penalty: 4920.125000
	Iteration 30Q: 3 clusters Score -1605698 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1605742.500000 Penalty: 4920.125000
	Iteration 31Q: 3 clusters Score -1605742 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1605794.250000 Penalty: 4920.125000
	Iteration 32Q: 3 clusters Score -1605794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1605849.875000 Penalty: 4920.125000
	Iteration 33Q: 3 clusters Score -1605850 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1605885.625000 Penalty: 4920.125000
	Iteration 34Q: 3 clusters Score -1605886 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1605928.500000 Penalty: 4920.125000
	Iteration 35Q: 3 clusters Score -1605928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1605958.500000 Penalty: 4920.125000
	Iteration 36Q: 3 clusters Score -1605958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1605982.750000 Penalty: 4920.125000
	Iteration 37Q: 3 clusters Score -1605983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1606016.125000 Penalty: 4920.125000
	Iteration 38Q: 3 clusters Score -1606016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1606038.625000 Penalty: 4920.125000
	Iteration 39Q: 3 clusters Score -1606039 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1606076.000000 Penalty: 4920.125000
	Iteration 40F: 3 clusters Score -1606076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1606099.375000 Penalty: 4920.125000
	Iteration 41Q: 3 clusters Score -1606099 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1606130.375000 Penalty: 4920.125000
	Iteration 42Q: 3 clusters Score -1606130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1606149.500000 Penalty: 4920.125000
	Iteration 43Q: 3 clusters Score -1606150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1606192.625000 Penalty: 4920.125000
	Iteration 44Q: 3 clusters Score -1606193 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1606220.375000 Penalty: 4920.125000
	Iteration 45Q: 3 clusters Score -1606220 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1606261.125000 Penalty: 4920.125000
	Iteration 46Q: 3 clusters Score -1606261 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1606307.750000 Penalty: 4920.125000
	Iteration 47Q: 3 clusters Score -1606308 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1606344.875000 Penalty: 4920.125000
	Iteration 48Q: 3 clusters Score -1606345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1606383.375000 Penalty: 4920.125000
	Iteration 49Q: 3 clusters Score -1606383 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1606423.375000 Penalty: 4920.125000
	Iteration 50Q: 3 clusters Score -1606423 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1606465.000000 Penalty: 4920.125000
	Iteration 51Q: 3 clusters Score -1606465 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1606517.125000 Penalty: 4920.125000
	Iteration 52Q: 3 clusters Score -1606517 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1606560.125000 Penalty: 4920.125000
	Iteration 53Q: 3 clusters Score -1606560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1606593.375000 Penalty: 4920.125000
	Iteration 54Q: 3 clusters Score -1606593 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1606619.875000 Penalty: 4920.125000
	Iteration 55Q: 3 clusters Score -1606620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1606640.875000 Penalty: 4920.125000
	Iteration 56Q: 3 clusters Score -1606641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1606668.625000 Penalty: 4920.125000
	Iteration 57Q: 3 clusters Score -1606669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1606692.125000 Penalty: 4920.125000
	Iteration 58Q: 3 clusters Score -1606692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1606709.625000 Penalty: 4920.125000
	Iteration 59Q: 3 clusters Score -1606710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1606717.000000 Penalty: 4920.125000
	Iteration 60F: 3 clusters Score -1606717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1606732.875000 Penalty: 4920.125000
	Iteration 61Q: 3 clusters Score -1606733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1606749.125000 Penalty: 4920.125000
	Iteration 62Q: 3 clusters Score -1606749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1606761.750000 Penalty: 4920.125000
	Iteration 63Q: 3 clusters Score -1606762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1606769.250000 Penalty: 4920.125000
	Iteration 64Q: 3 clusters Score -1606769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1606783.750000 Penalty: 4920.125000
	Iteration 65Q: 3 clusters Score -1606784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1606798.250000 Penalty: 4920.125000
	Iteration 66Q: 3 clusters Score -1606798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1606798.125000 Penalty: 4920.125000
	Iteration 67Q: 3 clusters Score -1606798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1606802.250000 Penalty: 4920.125000
	Iteration 68Q: 3 clusters Score -1606802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1606805.250000 Penalty: 4920.125000
	Iteration 69Q: 3 clusters Score -1606805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1606809.750000 Penalty: 4920.125000
	Iteration 70Q: 3 clusters Score -1606810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1606812.250000 Penalty: 4920.125000
	Iteration 71Q: 3 clusters Score -1606812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1606813.500000 Penalty: 4920.125000
	Iteration 72Q: 3 clusters Score -1606814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1606818.000000 Penalty: 4920.125000
	Iteration 73Q: 3 clusters Score -1606818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1606819.125000 Penalty: 4920.125000
	Iteration 74Q: 3 clusters Score -1606819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1606823.500000 Penalty: 4920.125000
	Iteration 75Q: 3 clusters Score -1606824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1606831.000000 Penalty: 4920.125000
	Iteration 76Q: 3 clusters Score -1606831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1606831.125000 Penalty: 4920.125000
	Iteration 77Q: 3 clusters Score -1606831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1606828.375000 Penalty: 4920.125000
	Iteration 78Q: 3 clusters Score -1606828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1606834.375000 Penalty: 4920.125000
	Iteration 79Q: 3 clusters Score -1606834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1606833.625000 Penalty: 4920.125000
	Iteration 80F: 3 clusters Score -1606834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1606835.875000 Penalty: 4920.125000
	Iteration 81Q: 3 clusters Score -1606836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1606835.875000 Penalty: 4920.125000
	Iteration 82Q: 3 clusters Score -1606836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1606840.125000 Penalty: 4920.125000
	Iteration 83Q: 3 clusters Score -1606840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1606840.375000 Penalty: 4920.125000
	Iteration 84Q: 3 clusters Score -1606840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1606841.250000 Penalty: 4920.125000
	Iteration 85Q: 3 clusters Score -1606841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1606841.125000 Penalty: 4920.125000
	Iteration 86Q: 3 clusters Score -1606841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1606842.500000 Penalty: 4920.125000
	Iteration 87Q: 3 clusters Score -1606842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1606842.750000 Penalty: 4920.125000
	Iteration 88Q: 3 clusters Score -1606843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1606849.750000 Penalty: 4920.125000
	Iteration 89Q: 3 clusters Score -1606850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1606849.750000 Penalty: 4920.125000
	Iteration 90F: 3 clusters Score -1606850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Entering Unmasked Estep 
Score: -2880465.500000 Penalty: 2611.589111
	Iteration 0F: 2 clusters Score -2880466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2855135.000000 Penalty: 5223.178223
	Iteration 0F: 3 clusters Score -2855135 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2865878.750000 Penalty: 5223.178223
	Iteration 1F: 3 clusters Score -2865879 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2868843.250000 Penalty: 5223.178223
	Iteration 2F: 3 clusters Score -2868843 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2873079.000000 Penalty: 5223.178223
	Iteration 3F: 3 clusters Score -2873079 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2876974.750000 Penalty: 5223.178223
	Iteration 4F: 3 clusters Score -2876975 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2879947.500000 Penalty: 5223.178223
	Iteration 5F: 3 clusters Score -2879948 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2881886.000000 Penalty: 5223.178223
	Iteration 6F: 3 clusters Score -2881886 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2882958.000000 Penalty: 5223.178223
	Iteration 7Q: 3 clusters Score -2882958 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2883483.500000 Penalty: 5223.178223
	Iteration 8Q: 3 clusters Score -2883484 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2883781.500000 Penalty: 5223.178223
	Iteration 9Q: 3 clusters Score -2883782 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2883988.500000 Penalty: 5223.178223
	Iteration 10Q: 3 clusters Score -2883988 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2884142.000000 Penalty: 5223.178223
	Iteration 11Q: 3 clusters Score -2884142 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2884270.750000 Penalty: 5223.178223
	Iteration 12Q: 3 clusters Score -2884271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2884355.500000 Penalty: 5223.178223
	Iteration 13Q: 3 clusters Score -2884356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2884437.750000 Penalty: 5223.178223
	Iteration 14Q: 3 clusters Score -2884438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2884487.500000 Penalty: 5223.178223
	Iteration 15Q: 3 clusters Score -2884488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2884535.000000 Penalty: 5223.178223
	Iteration 16Q: 3 clusters Score -2884535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2884575.250000 Penalty: 5223.178223
	Iteration 17Q: 3 clusters Score -2884575 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2884613.500000 Penalty: 5223.178223
	Iteration 18Q: 3 clusters Score -2884614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2884642.750000 Penalty: 5223.178223
	Iteration 19Q: 3 clusters Score -2884643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2884645.000000 Penalty: 5223.178223
	Iteration 20F: 3 clusters Score -2884645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2884655.750000 Penalty: 5223.178223
	Iteration 21Q: 3 clusters Score -2884656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2884664.750000 Penalty: 5223.178223
	Iteration 22Q: 3 clusters Score -2884665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2884668.500000 Penalty: 5223.178223
	Iteration 23Q: 3 clusters Score -2884668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2884670.000000 Penalty: 5223.178223
	Iteration 24Q: 3 clusters Score -2884670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2884664.750000 Penalty: 5223.178223
	Iteration 25Q: 3 clusters Score -2884665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2884665.750000 Penalty: 5223.178223
	Iteration 26Q: 3 clusters Score -2884666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2884668.500000 Penalty: 5223.178223
	Iteration 27Q: 3 clusters Score -2884668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2884668.500000 Penalty: 5223.178223
	Iteration 28F: 3 clusters Score -2884668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 232281 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Entering Unmasked Estep 
Score: -142645936.000000 Penalty: 85799.695312
Splitting cluster 9 changes total score from -142611248.000000 to -142645936.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (232281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232281 members 
Entering Unmasked Estep 
Score: -18808420.000000 Penalty: 3064.214355
	Iteration 0F: 2 clusters Score -1.880842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -18652766.000000 Penalty: 6128.428711
	Iteration 0F: 3 clusters Score -1.865277e+07 nChanged 112302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 115207 members 
Entering Unmasked Estep 
Score: -18718058.000000 Penalty: 6128.428711
	Iteration 1F: 3 clusters Score -1.871806e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -18719618.000000 Penalty: 6128.428711
	Iteration 2Q: 3 clusters Score -1.871962e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 112448 members 
Entering Unmasked Estep 
Score: -18721384.000000 Penalty: 6128.428711
	Iteration 3Q: 3 clusters Score -1.872138e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122795 members 
Mstep: Class 2 contains 109486 members 
Entering Unmasked Estep 
Score: -18723738.000000 Penalty: 6128.428711
	Iteration 4Q: 3 clusters Score -1.872374e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 104857 members 
Entering Unmasked Estep 
Score: -18727498.000000 Penalty: 6128.428711
	Iteration 5Q: 3 clusters Score -1.87275e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134790 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -18733358.000000 Penalty: 6128.428711
	Iteration 6F: 3 clusters Score -1.873336e+07 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145515 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -18742796.000000 Penalty: 6128.428711
	Iteration 7F: 3 clusters Score -1.87428e+07 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -18756672.000000 Penalty: 6128.428711
	Iteration 8F: 3 clusters Score -1.875667e+07 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 58631 members 
Entering Unmasked Estep 
Score: -18774042.000000 Penalty: 6128.428711
	Iteration 9F: 3 clusters Score -1.877404e+07 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184406 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -18788368.000000 Penalty: 6128.428711
	Iteration 10F: 3 clusters Score -1.878837e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190449 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -18796084.000000 Penalty: 6128.428711
	Iteration 11Q: 3 clusters Score -1.879608e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194120 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -18799696.000000 Penalty: 6128.428711
	Iteration 12Q: 3 clusters Score -1.87997e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197062 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -18801194.000000 Penalty: 6128.428711
	Iteration 13Q: 3 clusters Score -1.880119e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -18802098.000000 Penalty: 6128.428711
	Iteration 14Q: 3 clusters Score -1.88021e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202095 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -18802766.000000 Penalty: 6128.428711
	Iteration 15Q: 3 clusters Score -1.880277e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204396 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -18803524.000000 Penalty: 6128.428711
	Iteration 16Q: 3 clusters Score -1.880352e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206549 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -18804214.000000 Penalty: 6128.428711
	Iteration 17Q: 3 clusters Score -1.880421e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208454 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -18804730.000000 Penalty: 6128.428711
	Iteration 18Q: 3 clusters Score -1.880473e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210229 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -18805364.000000 Penalty: 6128.428711
	Iteration 19Q: 3 clusters Score -1.880536e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211871 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -18805876.000000 Penalty: 6128.428711
	Iteration 20F: 3 clusters Score -1.880588e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213382 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -18806398.000000 Penalty: 6128.428711
	Iteration 21Q: 3 clusters Score -1.88064e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214773 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -18806818.000000 Penalty: 6128.428711
	Iteration 22Q: 3 clusters Score -1.880682e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215997 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -18807234.000000 Penalty: 6128.428711
	Iteration 23Q: 3 clusters Score -1.880723e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217011 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -18807594.000000 Penalty: 6128.428711
	Iteration 24Q: 3 clusters Score -1.880759e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -18807832.000000 Penalty: 6128.428711
	Iteration 25Q: 3 clusters Score -1.880783e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218644 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -18807998.000000 Penalty: 6128.428711
	Iteration 26Q: 3 clusters Score -1.8808e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219321 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -18808166.000000 Penalty: 6128.428711
	Iteration 27Q: 3 clusters Score -1.880817e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219940 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -18808334.000000 Penalty: 6128.428711
	Iteration 28Q: 3 clusters Score -1.880833e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220534 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -18808550.000000 Penalty: 6128.428711
	Iteration 29Q: 3 clusters Score -1.880855e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221059 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -18808770.000000 Penalty: 6128.428711
	Iteration 30Q: 3 clusters Score -1.880877e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221528 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -18808928.000000 Penalty: 6128.428711
	Iteration 31Q: 3 clusters Score -1.880893e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221929 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -18809000.000000 Penalty: 6128.428711
	Iteration 32Q: 3 clusters Score -1.8809e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222300 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -18809148.000000 Penalty: 6128.428711
	Iteration 33Q: 3 clusters Score -1.880915e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222624 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -18809204.000000 Penalty: 6128.428711
	Iteration 34Q: 3 clusters Score -1.88092e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222926 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -18809220.000000 Penalty: 6128.428711
	Iteration 35Q: 3 clusters Score -1.880922e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223168 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -18809260.000000 Penalty: 6128.428711
	Iteration 36Q: 3 clusters Score -1.880926e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223388 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -18809302.000000 Penalty: 6128.428711
	Iteration 37Q: 3 clusters Score -1.88093e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223614 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -18809360.000000 Penalty: 6128.428711
	Iteration 38Q: 3 clusters Score -1.880936e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223817 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -18809450.000000 Penalty: 6128.428711
	Iteration 39Q: 3 clusters Score -1.880945e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224021 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -18809500.000000 Penalty: 6128.428711
	Iteration 40F: 3 clusters Score -1.88095e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224205 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -18809586.000000 Penalty: 6128.428711
	Iteration 41Q: 3 clusters Score -1.880959e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224394 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -18809640.000000 Penalty: 6128.428711
	Iteration 42Q: 3 clusters Score -1.880964e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224581 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -18809718.000000 Penalty: 6128.428711
	Iteration 43Q: 3 clusters Score -1.880972e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224745 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -18809776.000000 Penalty: 6128.428711
	Iteration 44Q: 3 clusters Score -1.880978e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224922 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -18809852.000000 Penalty: 6128.428711
	Iteration 45Q: 3 clusters Score -1.880985e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225093 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -18809892.000000 Penalty: 6128.428711
	Iteration 46Q: 3 clusters Score -1.880989e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225265 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -18810038.000000 Penalty: 6128.428711
	Iteration 47Q: 3 clusters Score -1.881004e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225418 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -18810276.000000 Penalty: 6128.428711
	Iteration 48Q: 3 clusters Score -1.881028e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225550 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -18810434.000000 Penalty: 6128.428711
	Iteration 49Q: 3 clusters Score -1.881043e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225650 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -18810580.000000 Penalty: 6128.428711
	Iteration 50Q: 3 clusters Score -1.881058e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225709 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -18810712.000000 Penalty: 6128.428711
	Iteration 51Q: 3 clusters Score -1.881071e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225767 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -18810822.000000 Penalty: 6128.428711
	Iteration 52Q: 3 clusters Score -1.881082e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225843 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -18810908.000000 Penalty: 6128.428711
	Iteration 53Q: 3 clusters Score -1.881091e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225891 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -18811048.000000 Penalty: 6128.428711
	Iteration 54Q: 3 clusters Score -1.881105e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225935 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -18811060.000000 Penalty: 6128.428711
	Iteration 55Q: 3 clusters Score -1.881106e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225969 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -18811102.000000 Penalty: 6128.428711
	Iteration 56Q: 3 clusters Score -1.88111e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226000 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -18811130.000000 Penalty: 6128.428711
	Iteration 57Q: 3 clusters Score -1.881113e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226030 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -18811096.000000 Penalty: 6128.428711
	Iteration 58Q: 3 clusters Score -1.88111e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -18811094.000000 Penalty: 6128.428711
	Iteration 59Q: 3 clusters Score -1.881109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226043 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -18811100.000000 Penalty: 6128.428711
	Iteration 60F: 3 clusters Score -1.88111e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226042 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -18811108.000000 Penalty: 6128.428711
	Iteration 61Q: 3 clusters Score -1.881111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226028 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -18811098.000000 Penalty: 6128.428711
	Iteration 62Q: 3 clusters Score -1.88111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226018 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -18811100.000000 Penalty: 6128.428711
	Iteration 63Q: 3 clusters Score -1.88111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226001 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -18811090.000000 Penalty: 6128.428711
	Iteration 64Q: 3 clusters Score -1.881109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225991 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -18811106.000000 Penalty: 6128.428711
	Iteration 65Q: 3 clusters Score -1.881111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -18811088.000000 Penalty: 6128.428711
	Iteration 66Q: 3 clusters Score -1.881109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225963 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -18811086.000000 Penalty: 6128.428711
	Iteration 67Q: 3 clusters Score -1.881109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225948 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -18811102.000000 Penalty: 6128.428711
	Iteration 68Q: 3 clusters Score -1.88111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225940 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -18811126.000000 Penalty: 6128.428711
	Iteration 69Q: 3 clusters Score -1.881113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225939 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -18811128.000000 Penalty: 6128.428711
	Iteration 70Q: 3 clusters Score -1.881113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225936 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -18811124.000000 Penalty: 6128.428711
	Iteration 71Q: 3 clusters Score -1.881112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225937 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -18811132.000000 Penalty: 6128.428711
	Iteration 72Q: 3 clusters Score -1.881113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225936 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -18811132.000000 Penalty: 6128.428711
	Iteration 73Q: 3 clusters Score -1.881113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225934 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -18811130.000000 Penalty: 6128.428711
	Iteration 74Q: 3 clusters Score -1.881113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225931 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -18811138.000000 Penalty: 6128.428711
	Iteration 75Q: 3 clusters Score -1.881114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225926 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -18811128.000000 Penalty: 6128.428711
	Iteration 76Q: 3 clusters Score -1.881113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225922 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -18811130.000000 Penalty: 6128.428711
	Iteration 77Q: 3 clusters Score -1.881113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225920 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -18811140.000000 Penalty: 6128.428711
	Iteration 78Q: 3 clusters Score -1.881114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225920 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -18811138.000000 Penalty: 6128.428711
	Iteration 79Q: 3 clusters Score -1.881114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225920 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -18811130.000000 Penalty: 6128.428711
	Iteration 80F: 3 clusters Score -1.881113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225919 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -18811148.000000 Penalty: 6128.428711
	Iteration 81Q: 3 clusters Score -1.881115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -18811140.000000 Penalty: 6128.428711
	Iteration 82Q: 3 clusters Score -1.881114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -18811138.000000 Penalty: 6128.428711
	Iteration 83Q: 3 clusters Score -1.881114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -18811138.000000 Penalty: 6128.428711
	Iteration 84F: 3 clusters Score -1.881114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 15542 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 6364 members 
Entering Unmasked Estep 
Score: -142647632.000000 Penalty: 89374.687500
Splitting cluster 10 changes total score from -142611248.000000 to -142647632.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (18175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Entering Unmasked Estep 
Score: -1507743.250000 Penalty: 2432.334961
	Iteration 0F: 2 clusters Score -1507743 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 9013 members 
Entering Unmasked Estep 
Score: -1494824.000000 Penalty: 4864.669922
	Iteration 0F: 3 clusters Score -1494824 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1498985.625000 Penalty: 4864.669922
	Iteration 1F: 3 clusters Score -1498986 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1499346.000000 Penalty: 4864.669922
	Iteration 2F: 3 clusters Score -1499346 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1499647.000000 Penalty: 4864.669922
	Iteration 3Q: 3 clusters Score -1499647 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1499940.750000 Penalty: 4864.669922
	Iteration 4Q: 3 clusters Score -1499941 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1500270.750000 Penalty: 4864.669922
	Iteration 5Q: 3 clusters Score -1500271 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1500642.875000 Penalty: 4864.669922
	Iteration 6Q: 3 clusters Score -1500643 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1501064.375000 Penalty: 4864.669922
	Iteration 7Q: 3 clusters Score -1501064 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1501553.250000 Penalty: 4864.669922
	Iteration 8Q: 3 clusters Score -1501553 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1502105.125000 Penalty: 4864.669922
	Iteration 9Q: 3 clusters Score -1502105 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1502702.875000 Penalty: 4864.669922
	Iteration 10Q: 3 clusters Score -1502703 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1503371.750000 Penalty: 4864.669922
	Iteration 11Q: 3 clusters Score -1503372 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1504005.500000 Penalty: 4864.669922
	Iteration 12Q: 3 clusters Score -1504006 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1504545.750000 Penalty: 4864.669922
	Iteration 13Q: 3 clusters Score -1504546 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1504938.250000 Penalty: 4864.669922
	Iteration 14Q: 3 clusters Score -1504938 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1505187.000000 Penalty: 4864.669922
	Iteration 15Q: 3 clusters Score -1505187 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1505331.750000 Penalty: 4864.669922
	Iteration 16Q: 3 clusters Score -1505332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1505420.875000 Penalty: 4864.669922
	Iteration 17Q: 3 clusters Score -1505421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1505467.625000 Penalty: 4864.669922
	Iteration 18Q: 3 clusters Score -1505468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1505508.125000 Penalty: 4864.669922
	Iteration 19Q: 3 clusters Score -1505508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1505537.625000 Penalty: 4864.669922
	Iteration 20F: 3 clusters Score -1505538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1505568.250000 Penalty: 4864.669922
	Iteration 21Q: 3 clusters Score -1505568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1505587.250000 Penalty: 4864.669922
	Iteration 22Q: 3 clusters Score -1505587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1505605.000000 Penalty: 4864.669922
	Iteration 23Q: 3 clusters Score -1505605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1505619.500000 Penalty: 4864.669922
	Iteration 24Q: 3 clusters Score -1505620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1505634.625000 Penalty: 4864.669922
	Iteration 25Q: 3 clusters Score -1505635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1505647.750000 Penalty: 4864.669922
	Iteration 26Q: 3 clusters Score -1505648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1505656.000000 Penalty: 4864.669922
	Iteration 27Q: 3 clusters Score -1505656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1505660.250000 Penalty: 4864.669922
	Iteration 28Q: 3 clusters Score -1505660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1505666.375000 Penalty: 4864.669922
	Iteration 29Q: 3 clusters Score -1505666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1505666.375000 Penalty: 4864.669922
	Iteration 30F: 3 clusters Score -1505666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Entering Unmasked Estep 
Score: -2303930.500000 Penalty: 2549.117676
	Iteration 0F: 2 clusters Score -2303930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2283998.750000 Penalty: 5098.235352
	Iteration 0F: 3 clusters Score -2283999 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2291024.750000 Penalty: 5098.235352
	Iteration 1F: 3 clusters Score -2291025 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2291509.750000 Penalty: 5098.235352
	Iteration 2Q: 3 clusters Score -2291510 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2291930.500000 Penalty: 5098.235352
	Iteration 3Q: 3 clusters Score -2291930 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2292333.500000 Penalty: 5098.235352
	Iteration 4Q: 3 clusters Score -2292334 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2292743.250000 Penalty: 5098.235352
	Iteration 5Q: 3 clusters Score -2292743 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2293218.000000 Penalty: 5098.235352
	Iteration 6Q: 3 clusters Score -2293218 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2293858.000000 Penalty: 5098.235352
	Iteration 7Q: 3 clusters Score -2293858 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2294744.500000 Penalty: 5098.235352
	Iteration 8Q: 3 clusters Score -2294744 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2295857.500000 Penalty: 5098.235352
	Iteration 9F: 3 clusters Score -2295858 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2297305.750000 Penalty: 5098.235352
	Iteration 10F: 3 clusters Score -2297306 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2298821.250000 Penalty: 5098.235352
	Iteration 11F: 3 clusters Score -2298821 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2300118.500000 Penalty: 5098.235352
	Iteration 12F: 3 clusters Score -2300118 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2301191.500000 Penalty: 5098.235352
	Iteration 13Q: 3 clusters Score -2301192 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2301935.500000 Penalty: 5098.235352
	Iteration 14Q: 3 clusters Score -2301936 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2302438.250000 Penalty: 5098.235352
	Iteration 15Q: 3 clusters Score -2302438 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2302763.500000 Penalty: 5098.235352
	Iteration 16Q: 3 clusters Score -2302764 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2302942.500000 Penalty: 5098.235352
	Iteration 17Q: 3 clusters Score -2302942 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2303086.000000 Penalty: 5098.235352
	Iteration 18Q: 3 clusters Score -2303086 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2303182.000000 Penalty: 5098.235352
	Iteration 19Q: 3 clusters Score -2303182 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2303284.500000 Penalty: 5098.235352
	Iteration 20F: 3 clusters Score -2303284 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2303358.000000 Penalty: 5098.235352
	Iteration 21Q: 3 clusters Score -2303358 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2303433.000000 Penalty: 5098.235352
	Iteration 22Q: 3 clusters Score -2303433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2303490.750000 Penalty: 5098.235352
	Iteration 23Q: 3 clusters Score -2303491 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2303535.000000 Penalty: 5098.235352
	Iteration 24Q: 3 clusters Score -2303535 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2303579.250000 Penalty: 5098.235352
	Iteration 25Q: 3 clusters Score -2303579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2303594.250000 Penalty: 5098.235352
	Iteration 26Q: 3 clusters Score -2303594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2303600.750000 Penalty: 5098.235352
	Iteration 27Q: 3 clusters Score -2303601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2303602.250000 Penalty: 5098.235352
	Iteration 28Q: 3 clusters Score -2303602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2303615.250000 Penalty: 5098.235352
	Iteration 29Q: 3 clusters Score -2303615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2303614.500000 Penalty: 5098.235352
	Iteration 30Q: 3 clusters Score -2303614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2303613.500000 Penalty: 5098.235352
	Iteration 31Q: 3 clusters Score -2303614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2303620.500000 Penalty: 5098.235352
	Iteration 32Q: 3 clusters Score -2303620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2303619.750000 Penalty: 5098.235352
	Iteration 33Q: 3 clusters Score -2303620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2303621.500000 Penalty: 5098.235352
	Iteration 34Q: 3 clusters Score -2303622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2303621.500000 Penalty: 5098.235352
	Iteration 35Q: 3 clusters Score -2303622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2303624.000000 Penalty: 5098.235352
	Iteration 36Q: 3 clusters Score -2303624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2303625.750000 Penalty: 5098.235352
	Iteration 37Q: 3 clusters Score -2303626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2303625.500000 Penalty: 5098.235352
	Iteration 38Q: 3 clusters Score -2303626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2303626.500000 Penalty: 5098.235352
	Iteration 39Q: 3 clusters Score -2303626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2303628.750000 Penalty: 5098.235352
	Iteration 40F: 3 clusters Score -2303629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2303630.500000 Penalty: 5098.235352
	Iteration 41Q: 3 clusters Score -2303630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2303631.000000 Penalty: 5098.235352
	Iteration 42Q: 3 clusters Score -2303631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2303632.500000 Penalty: 5098.235352
	Iteration 43Q: 3 clusters Score -2303632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2303632.500000 Penalty: 5098.235352
	Iteration 44F: 3 clusters Score -2303632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Entering Unmasked Estep 
Score: -1192498.000000 Penalty: 2393.522705
	Iteration 0F: 2 clusters Score -1192498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1181342.000000 Penalty: 4787.045410
	Iteration 0F: 3 clusters Score -1181342 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1185410.250000 Penalty: 4787.045410
	Iteration 1F: 3 clusters Score -1185410 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1186973.375000 Penalty: 4787.045410
	Iteration 2F: 3 clusters Score -1186973 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1189822.000000 Penalty: 4787.045410
	Iteration 3F: 3 clusters Score -1189822 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1192738.625000 Penalty: 4787.045410
	Iteration 4F: 3 clusters Score -1192739 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1194853.375000 Penalty: 4787.045410
	Iteration 5F: 3 clusters Score -1194853 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1197932.125000 Penalty: 4787.045410
	Iteration 6F: 3 clusters Score -1197932 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1199798.000000 Penalty: 4787.045410
	Iteration 7Q: 3 clusters Score -1199798 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1200692.750000 Penalty: 4787.045410
	Iteration 8Q: 3 clusters Score -1200693 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1201101.625000 Penalty: 4787.045410
	Iteration 9Q: 3 clusters Score -1201102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1201140.750000 Penalty: 4787.045410
	Iteration 10Q: 3 clusters Score -1201141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1201140.500000 Penalty: 4787.045410
	Iteration 11Q: 3 clusters Score -1201140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1201139.500000 Penalty: 4787.045410
	Iteration 12Q: 3 clusters Score -1201140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1201139.875000 Penalty: 4787.045410
	Iteration 13Q: 3 clusters Score -1201140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1201139.875000 Penalty: 4787.045410
	Iteration 14F: 3 clusters Score -1201140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 921968 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 5209 members 
Entering Unmasked Estep 
Score: -142655104.000000 Penalty: 92949.671875
Splitting cluster 13 changes total score from -142611248.000000 to -142655104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (921968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921968 members 
Entering Unmasked Estep 
Score: -74180824.000000 Penalty: 3406.097900
	Iteration 0F: 2 clusters Score -7.418082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460447 members 
Mstep: Class 2 contains 461521 members 
Entering Unmasked Estep 
Score: -73569392.000000 Penalty: 6812.195801
	Iteration 0F: 3 clusters Score -7.356939e+07 nChanged 452271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443218 members 
Mstep: Class 2 contains 478750 members 
Entering Unmasked Estep 
Score: -73843808.000000 Penalty: 6812.195801
	Iteration 1F: 3 clusters Score -7.384381e+07 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433145 members 
Mstep: Class 2 contains 488823 members 
Entering Unmasked Estep 
Score: -73845800.000000 Penalty: 6812.195801
	Iteration 2Q: 3 clusters Score -7.38458e+07 nChanged 20253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416670 members 
Mstep: Class 2 contains 505298 members 
Entering Unmasked Estep 
Score: -73849544.000000 Penalty: 6812.195801
	Iteration 3Q: 3 clusters Score -7.384954e+07 nChanged 28055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390081 members 
Mstep: Class 2 contains 531887 members 
Entering Unmasked Estep 
Score: -73857536.000000 Penalty: 6812.195801
	Iteration 4Q: 3 clusters Score -7.385754e+07 nChanged 42787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347826 members 
Mstep: Class 2 contains 574142 members 
Entering Unmasked Estep 
Score: -73873896.000000 Penalty: 6812.195801
	Iteration 5Q: 3 clusters Score -7.38739e+07 nChanged 63601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284333 members 
Mstep: Class 2 contains 637635 members 
Entering Unmasked Estep 
Score: -73911984.000000 Penalty: 6812.195801
	Iteration 6F: 3 clusters Score -7.391198e+07 nChanged 85524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198823 members 
Mstep: Class 2 contains 723145 members 
Entering Unmasked Estep 
Score: -73980120.000000 Penalty: 6812.195801
	Iteration 7F: 3 clusters Score -7.398012e+07 nChanged 92012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106811 members 
Mstep: Class 2 contains 815157 members 
Entering Unmasked Estep 
Score: -74069816.000000 Penalty: 6812.195801
	Iteration 8F: 3 clusters Score -7.406982e+07 nChanged 67366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 882523 members 
Entering Unmasked Estep 
Score: -74138696.000000 Penalty: 6812.195801
	Iteration 9F: 3 clusters Score -7.41387e+07 nChanged 29382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 911905 members 
Entering Unmasked Estep 
Score: -74168952.000000 Penalty: 6812.195801
	Iteration 10Q: 3 clusters Score -7.416895e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 919708 members 
Entering Unmasked Estep 
Score: -74175840.000000 Penalty: 6812.195801
	Iteration 11Q: 3 clusters Score -7.417584e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 921321 members 
Entering Unmasked Estep 
Score: -74177352.000000 Penalty: 6812.195801
	Iteration 12Q: 3 clusters Score -7.417735e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 921579 members 
Entering Unmasked Estep 
Score: -74177736.000000 Penalty: 6812.195801
	Iteration 13Q: 3 clusters Score -7.417774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 921638 members 
Entering Unmasked Estep 
Score: -74177856.000000 Penalty: 6812.195801
	Iteration 14Q: 3 clusters Score -7.417786e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 921642 members 
Entering Unmasked Estep 
Score: -74177944.000000 Penalty: 6812.195801
	Iteration 15Q: 3 clusters Score -7.417794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 921631 members 
Entering Unmasked Estep 
Score: -74178008.000000 Penalty: 6812.195801
	Iteration 16Q: 3 clusters Score -7.417801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 921619 members 
Entering Unmasked Estep 
Score: -74178120.000000 Penalty: 6812.195801
	Iteration 17Q: 3 clusters Score -7.417812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 921603 members 
Entering Unmasked Estep 
Score: -74178136.000000 Penalty: 6812.195801
	Iteration 18Q: 3 clusters Score -7.417814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 921576 members 
Entering Unmasked Estep 
Score: -74178096.000000 Penalty: 6812.195801
	Iteration 19Q: 3 clusters Score -7.41781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 921562 members 
Entering Unmasked Estep 
Score: -74178144.000000 Penalty: 6812.195801
	Iteration 20F: 3 clusters Score -7.417814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 921546 members 
Entering Unmasked Estep 
Score: -74178168.000000 Penalty: 6812.195801
	Iteration 21Q: 3 clusters Score -7.417817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 921538 members 
Entering Unmasked Estep 
Score: -74178208.000000 Penalty: 6812.195801
	Iteration 22Q: 3 clusters Score -7.417821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 921522 members 
Entering Unmasked Estep 
Score: -74178240.000000 Penalty: 6812.195801
	Iteration 23Q: 3 clusters Score -7.417824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 921506 members 
Entering Unmasked Estep 
Score: -74178272.000000 Penalty: 6812.195801
	Iteration 24Q: 3 clusters Score -7.417827e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 921481 members 
Entering Unmasked Estep 
Score: -74178296.000000 Penalty: 6812.195801
	Iteration 25Q: 3 clusters Score -7.41783e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 921455 members 
Entering Unmasked Estep 
Score: -74178288.000000 Penalty: 6812.195801
	Iteration 26Q: 3 clusters Score -7.417829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 921436 members 
Entering Unmasked Estep 
Score: -74178384.000000 Penalty: 6812.195801
	Iteration 27Q: 3 clusters Score -7.417838e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 921402 members 
Entering Unmasked Estep 
Score: -74178408.000000 Penalty: 6812.195801
	Iteration 28Q: 3 clusters Score -7.417841e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 921357 members 
Entering Unmasked Estep 
Score: -74178432.000000 Penalty: 6812.195801
	Iteration 29Q: 3 clusters Score -7.417843e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 921305 members 
Entering Unmasked Estep 
Score: -74178560.000000 Penalty: 6812.195801
	Iteration 30Q: 3 clusters Score -7.417856e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 921243 members 
Entering Unmasked Estep 
Score: -74178704.000000 Penalty: 6812.195801
	Iteration 31Q: 3 clusters Score -7.41787e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 921152 members 
Entering Unmasked Estep 
Score: -74178904.000000 Penalty: 6812.195801
	Iteration 32Q: 3 clusters Score -7.41789e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 921043 members 
Entering Unmasked Estep 
Score: -74179144.000000 Penalty: 6812.195801
	Iteration 33Q: 3 clusters Score -7.417914e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 920917 members 
Entering Unmasked Estep 
Score: -74179352.000000 Penalty: 6812.195801
	Iteration 34Q: 3 clusters Score -7.417935e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 920794 members 
Entering Unmasked Estep 
Score: -74179624.000000 Penalty: 6812.195801
	Iteration 35Q: 3 clusters Score -7.417962e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 920687 members 
Entering Unmasked Estep 
Score: -74179632.000000 Penalty: 6812.195801
	Iteration 36Q: 3 clusters Score -7.417963e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 920608 members 
Entering Unmasked Estep 
Score: -74179704.000000 Penalty: 6812.195801
	Iteration 37Q: 3 clusters Score -7.41797e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 920549 members 
Entering Unmasked Estep 
Score: -74179768.000000 Penalty: 6812.195801
	Iteration 38Q: 3 clusters Score -7.417977e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 920523 members 
Entering Unmasked Estep 
Score: -74179736.000000 Penalty: 6812.195801
	Iteration 39Q: 3 clusters Score -7.417974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 920501 members 
Entering Unmasked Estep 
Score: -74180264.000000 Penalty: 6812.195801
	Iteration 40F: 3 clusters Score -7.418026e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 920023 members 
Entering Unmasked Estep 
Score: -74181048.000000 Penalty: 6812.195801
	Iteration 41Q: 3 clusters Score -7.418105e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 919459 members 
Entering Unmasked Estep 
Score: -74181912.000000 Penalty: 6812.195801
	Iteration 42Q: 3 clusters Score -7.418191e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 918810 members 
Entering Unmasked Estep 
Score: -74182584.000000 Penalty: 6812.195801
	Iteration 43Q: 3 clusters Score -7.418258e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 918192 members 
Entering Unmasked Estep 
Score: -74183144.000000 Penalty: 6812.195801
	Iteration 44Q: 3 clusters Score -7.418314e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 917665 members 
Entering Unmasked Estep 
Score: -74183352.000000 Penalty: 6812.195801
	Iteration 45Q: 3 clusters Score -7.418335e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 917201 members 
Entering Unmasked Estep 
Score: -74183608.000000 Penalty: 6812.195801
	Iteration 46Q: 3 clusters Score -7.418361e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 916775 members 
Entering Unmasked Estep 
Score: -74183816.000000 Penalty: 6812.195801
	Iteration 47Q: 3 clusters Score -7.418382e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 916415 members 
Entering Unmasked Estep 
Score: -74183952.000000 Penalty: 6812.195801
	Iteration 48Q: 3 clusters Score -7.418395e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 916114 members 
Entering Unmasked Estep 
Score: -74184040.000000 Penalty: 6812.195801
	Iteration 49Q: 3 clusters Score -7.418404e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 915857 members 
Entering Unmasked Estep 
Score: -74184144.000000 Penalty: 6812.195801
	Iteration 50Q: 3 clusters Score -7.418414e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 915630 members 
Entering Unmasked Estep 
Score: -74184184.000000 Penalty: 6812.195801
	Iteration 51Q: 3 clusters Score -7.418418e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 915438 members 
Entering Unmasked Estep 
Score: -74184344.000000 Penalty: 6812.195801
	Iteration 52Q: 3 clusters Score -7.418434e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 915297 members 
Entering Unmasked Estep 
Score: -74184240.000000 Penalty: 6812.195801
	Iteration 53Q: 3 clusters Score -7.418424e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 915184 members 
Entering Unmasked Estep 
Score: -74184288.000000 Penalty: 6812.195801
	Iteration 54Q: 3 clusters Score -7.418429e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 915103 members 
Entering Unmasked Estep 
Score: -74184280.000000 Penalty: 6812.195801
	Iteration 55Q: 3 clusters Score -7.418428e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 915040 members 
Entering Unmasked Estep 
Score: -74184304.000000 Penalty: 6812.195801
	Iteration 56Q: 3 clusters Score -7.41843e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 914987 members 
Entering Unmasked Estep 
Score: -74184344.000000 Penalty: 6812.195801
	Iteration 57Q: 3 clusters Score -7.418434e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 914952 members 
Entering Unmasked Estep 
Score: -74184360.000000 Penalty: 6812.195801
	Iteration 58Q: 3 clusters Score -7.418436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 914917 members 
Entering Unmasked Estep 
Score: -74184336.000000 Penalty: 6812.195801
	Iteration 59Q: 3 clusters Score -7.418434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 914886 members 
Entering Unmasked Estep 
Score: -74184552.000000 Penalty: 6812.195801
	Iteration 60F: 3 clusters Score -7.418455e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 914522 members 
Entering Unmasked Estep 
Score: -74184456.000000 Penalty: 6812.195801
	Iteration 61Q: 3 clusters Score -7.418446e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 914239 members 
Entering Unmasked Estep 
Score: -74184552.000000 Penalty: 6812.195801
	Iteration 62Q: 3 clusters Score -7.418455e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 914001 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 63Q: 3 clusters Score -7.418454e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 913781 members 
Entering Unmasked Estep 
Score: -74184592.000000 Penalty: 6812.195801
	Iteration 64Q: 3 clusters Score -7.418459e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 913565 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 65Q: 3 clusters Score -7.418453e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 913381 members 
Entering Unmasked Estep 
Score: -74184608.000000 Penalty: 6812.195801
	Iteration 66Q: 3 clusters Score -7.418461e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 913215 members 
Entering Unmasked Estep 
Score: -74184720.000000 Penalty: 6812.195801
	Iteration 67Q: 3 clusters Score -7.418472e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 913064 members 
Entering Unmasked Estep 
Score: -74184656.000000 Penalty: 6812.195801
	Iteration 68Q: 3 clusters Score -7.418466e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 912935 members 
Entering Unmasked Estep 
Score: -74184760.000000 Penalty: 6812.195801
	Iteration 69Q: 3 clusters Score -7.418476e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 912822 members 
Entering Unmasked Estep 
Score: -74184744.000000 Penalty: 6812.195801
	Iteration 70Q: 3 clusters Score -7.418474e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 912721 members 
Entering Unmasked Estep 
Score: -74184768.000000 Penalty: 6812.195801
	Iteration 71Q: 3 clusters Score -7.418477e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 912629 members 
Entering Unmasked Estep 
Score: -74184696.000000 Penalty: 6812.195801
	Iteration 72Q: 3 clusters Score -7.41847e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 912555 members 
Entering Unmasked Estep 
Score: -74184632.000000 Penalty: 6812.195801
	Iteration 73Q: 3 clusters Score -7.418463e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 912476 members 
Entering Unmasked Estep 
Score: -74184624.000000 Penalty: 6812.195801
	Iteration 74Q: 3 clusters Score -7.418462e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 912400 members 
Entering Unmasked Estep 
Score: -74184672.000000 Penalty: 6812.195801
	Iteration 75Q: 3 clusters Score -7.418467e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 912332 members 
Entering Unmasked Estep 
Score: -74184640.000000 Penalty: 6812.195801
	Iteration 76Q: 3 clusters Score -7.418464e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 912266 members 
Entering Unmasked Estep 
Score: -74184624.000000 Penalty: 6812.195801
	Iteration 77Q: 3 clusters Score -7.418462e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 912218 members 
Entering Unmasked Estep 
Score: -74184592.000000 Penalty: 6812.195801
	Iteration 78Q: 3 clusters Score -7.418459e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 912177 members 
Entering Unmasked Estep 
Score: -74184616.000000 Penalty: 6812.195801
	Iteration 79Q: 3 clusters Score -7.418462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 912139 members 
Entering Unmasked Estep 
Score: -74184592.000000 Penalty: 6812.195801
	Iteration 80F: 3 clusters Score -7.418459e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 912093 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 81Q: 3 clusters Score -7.418454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 912060 members 
Entering Unmasked Estep 
Score: -74184560.000000 Penalty: 6812.195801
	Iteration 82Q: 3 clusters Score -7.418456e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 912018 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 83Q: 3 clusters Score -7.418453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 911977 members 
Entering Unmasked Estep 
Score: -74184472.000000 Penalty: 6812.195801
	Iteration 84Q: 3 clusters Score -7.418447e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 911941 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 85Q: 3 clusters Score -7.418453e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 911903 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 86Q: 3 clusters Score -7.418454e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 911864 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 87Q: 3 clusters Score -7.418454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 911837 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 88Q: 3 clusters Score -7.418453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 911800 members 
Entering Unmasked Estep 
Score: -74184568.000000 Penalty: 6812.195801
	Iteration 89Q: 3 clusters Score -7.418457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 911770 members 
Entering Unmasked Estep 
Score: -74184568.000000 Penalty: 6812.195801
	Iteration 90Q: 3 clusters Score -7.418457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 911730 members 
Entering Unmasked Estep 
Score: -74184520.000000 Penalty: 6812.195801
	Iteration 91Q: 3 clusters Score -7.418452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 911696 members 
Entering Unmasked Estep 
Score: -74184568.000000 Penalty: 6812.195801
	Iteration 92Q: 3 clusters Score -7.418457e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 911665 members 
Entering Unmasked Estep 
Score: -74184584.000000 Penalty: 6812.195801
	Iteration 93Q: 3 clusters Score -7.418458e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 911625 members 
Entering Unmasked Estep 
Score: -74184536.000000 Penalty: 6812.195801
	Iteration 94Q: 3 clusters Score -7.418454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 911596 members 
Entering Unmasked Estep 
Score: -74184560.000000 Penalty: 6812.195801
	Iteration 95Q: 3 clusters Score -7.418456e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 911574 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 96Q: 3 clusters Score -7.418454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 911550 members 
Entering Unmasked Estep 
Score: -74184584.000000 Penalty: 6812.195801
	Iteration 97Q: 3 clusters Score -7.418458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 911521 members 
Entering Unmasked Estep 
Score: -74184568.000000 Penalty: 6812.195801
	Iteration 98Q: 3 clusters Score -7.418457e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 911503 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 99Q: 3 clusters Score -7.418453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 911480 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 100F: 3 clusters Score -7.418454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 911465 members 
Entering Unmasked Estep 
Score: -74184536.000000 Penalty: 6812.195801
	Iteration 101Q: 3 clusters Score -7.418454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 911450 members 
Entering Unmasked Estep 
Score: -74184584.000000 Penalty: 6812.195801
	Iteration 102Q: 3 clusters Score -7.418458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 911440 members 
Entering Unmasked Estep 
Score: -74184568.000000 Penalty: 6812.195801
	Iteration 103Q: 3 clusters Score -7.418457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 911430 members 
Entering Unmasked Estep 
Score: -74184608.000000 Penalty: 6812.195801
	Iteration 104Q: 3 clusters Score -7.418461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 911420 members 
Entering Unmasked Estep 
Score: -74184552.000000 Penalty: 6812.195801
	Iteration 105Q: 3 clusters Score -7.418455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 911415 members 
Entering Unmasked Estep 
Score: -74184552.000000 Penalty: 6812.195801
	Iteration 106Q: 3 clusters Score -7.418455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 911405 members 
Entering Unmasked Estep 
Score: -74184560.000000 Penalty: 6812.195801
	Iteration 107Q: 3 clusters Score -7.418456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 911398 members 
Entering Unmasked Estep 
Score: -74184544.000000 Penalty: 6812.195801
	Iteration 108Q: 3 clusters Score -7.418454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 911392 members 
Entering Unmasked Estep 
Score: -74184536.000000 Penalty: 6812.195801
	Iteration 109Q: 3 clusters Score -7.418454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 911387 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 110Q: 3 clusters Score -7.418453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 911381 members 
Entering Unmasked Estep 
Score: -74184528.000000 Penalty: 6812.195801
	Iteration 111Q: 3 clusters Score -7.418453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 911378 members 
Entering Unmasked Estep 
Score: -74184504.000000 Penalty: 6812.195801
	Iteration 112Q: 3 clusters Score -7.41845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 911377 members 
Entering Unmasked Estep 
Score: -74184520.000000 Penalty: 6812.195801
	Iteration 113Q: 3 clusters Score -7.418452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 911376 members 
Entering Unmasked Estep 
Score: -74184520.000000 Penalty: 6812.195801
	Iteration 114Q: 3 clusters Score -7.418452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 911376 members 
Entering Unmasked Estep 
Score: -74184520.000000 Penalty: 6812.195801
	Iteration 115F: 3 clusters Score -7.418452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 911376 members 
Entering Unmasked Estep 
Score: -142659104.000000 Penalty: 96524.656250
Splitting cluster 14 changes total score from -142611248.000000 to -142659104.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -417528.406250 Penalty: 2147.183594
	Iteration 0F: 2 clusters Score -417528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -412697.312500 Penalty: 4294.367188
	Iteration 0F: 3 clusters Score -412697.3 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -414196.093750 Penalty: 4294.367188
	Iteration 1F: 3 clusters Score -414196.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -414776.437500 Penalty: 4294.367188
	Iteration 2F: 3 clusters Score -414776.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -415247.843750 Penalty: 4294.367188
	Iteration 3F: 3 clusters Score -415247.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -415642.562500 Penalty: 4294.367188
	Iteration 4F: 3 clusters Score -415642.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -416077.062500 Penalty: 4294.367188
	Iteration 5F: 3 clusters Score -416077.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -416658.718750 Penalty: 4294.367188
	Iteration 6F: 3 clusters Score -416658.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -417665.406250 Penalty: 4294.367188
	Iteration 7F: 3 clusters Score -417665.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -419134.687500 Penalty: 4294.367188
	Iteration 8F: 3 clusters Score -419134.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -420243.500000 Penalty: 4294.367188
	Iteration 9F: 3 clusters Score -420243.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -420959.312500 Penalty: 4294.367188
	Iteration 10F: 3 clusters Score -420959.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -421398.375000 Penalty: 4294.367188
	Iteration 11Q: 3 clusters Score -421398.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -421580.406250 Penalty: 4294.367188
	Iteration 12Q: 3 clusters Score -421580.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -421641.406250 Penalty: 4294.367188
	Iteration 13Q: 3 clusters Score -421641.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -421668.437500 Penalty: 4294.367188
	Iteration 14Q: 3 clusters Score -421668.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -421690.937500 Penalty: 4294.367188
	Iteration 15Q: 3 clusters Score -421690.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -421714.718750 Penalty: 4294.367188
	Iteration 16Q: 3 clusters Score -421714.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -421735.250000 Penalty: 4294.367188
	Iteration 17Q: 3 clusters Score -421735.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -421747.781250 Penalty: 4294.367188
	Iteration 18Q: 3 clusters Score -421747.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -421759.250000 Penalty: 4294.367188
	Iteration 19Q: 3 clusters Score -421759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -421770.000000 Penalty: 4294.367188
	Iteration 20F: 3 clusters Score -421770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -421784.500000 Penalty: 4294.367188
	Iteration 21Q: 3 clusters Score -421784.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -421803.468750 Penalty: 4294.367188
	Iteration 22Q: 3 clusters Score -421803.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -421825.812500 Penalty: 4294.367188
	Iteration 23Q: 3 clusters Score -421825.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -421896.218750 Penalty: 4294.367188
	Iteration 24Q: 3 clusters Score -421896.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -422056.156250 Penalty: 4294.367188
	Iteration 25Q: 3 clusters Score -422056.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -422516.343750 Penalty: 4294.367188
	Iteration 26Q: 3 clusters Score -422516.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -423521.562500 Penalty: 4294.367188
	Iteration 27Q: 3 clusters Score -423521.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -423644.906250 Penalty: 4294.367188
	Iteration 28Q: 3 clusters Score -423644.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -423652.312500 Penalty: 4294.367188
	Iteration 29Q: 3 clusters Score -423652.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423656.375000 Penalty: 4294.367188
	Iteration 30Q: 3 clusters Score -423656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423655.468750 Penalty: 4294.367188
	Iteration 31Q: 3 clusters Score -423655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423655.468750 Penalty: 4294.367188
	Iteration 32F: 3 clusters Score -423655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 54052 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 911376 members 
Mstep: Class 28 contains 2540 members 
Entering Unmasked Estep 
Score: -142663936.000000 Penalty: 100099.648438
Splitting cluster 17 changes total score from -142611248.000000 to -142663936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (54052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Entering Unmasked Estep 
Score: -4220902.000000 Penalty: 2702.630127
	Iteration 0F: 2 clusters Score -4220902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4184489.250000 Penalty: 5405.260254
	Iteration 0F: 3 clusters Score -4184489 nChanged 25155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4198686.500000 Penalty: 5405.260254
	Iteration 1F: 3 clusters Score -4198686 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -4200179.000000 Penalty: 5405.260254
	Iteration 2Q: 3 clusters Score -4200179 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4202122.500000 Penalty: 5405.260254
	Iteration 3F: 3 clusters Score -4202122 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4204404.000000 Penalty: 5405.260254
	Iteration 4F: 3 clusters Score -4204404 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4207178.000000 Penalty: 5405.260254
	Iteration 5F: 3 clusters Score -4207178 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4210094.500000 Penalty: 5405.260254
	Iteration 6F: 3 clusters Score -4210094 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4212807.000000 Penalty: 5405.260254
	Iteration 7F: 3 clusters Score -4212807 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4214846.000000 Penalty: 5405.260254
	Iteration 8F: 3 clusters Score -4214846 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4216178.500000 Penalty: 5405.260254
	Iteration 9Q: 3 clusters Score -4216178 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4217176.500000 Penalty: 5405.260254
	Iteration 10Q: 3 clusters Score -4217176 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -4218077.000000 Penalty: 5405.260254
	Iteration 11Q: 3 clusters Score -4218077 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -4218997.000000 Penalty: 5405.260254
	Iteration 12Q: 3 clusters Score -4218997 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -4219948.500000 Penalty: 5405.260254
	Iteration 13Q: 3 clusters Score -4219948 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -4221058.000000 Penalty: 5405.260254
	Iteration 14Q: 3 clusters Score -4221058 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4222047.500000 Penalty: 5405.260254
	Iteration 15Q: 3 clusters Score -4222048 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -4222696.000000 Penalty: 5405.260254
	Iteration 16Q: 3 clusters Score -4222696 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4223046.000000 Penalty: 5405.260254
	Iteration 17Q: 3 clusters Score -4223046 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4223225.000000 Penalty: 5405.260254
	Iteration 18Q: 3 clusters Score -4223225 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4223350.000000 Penalty: 5405.260254
	Iteration 19Q: 3 clusters Score -4223350 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4223429.500000 Penalty: 5405.260254
	Iteration 20F: 3 clusters Score -4223430 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4223477.500000 Penalty: 5405.260254
	Iteration 21Q: 3 clusters Score -4223478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4223506.500000 Penalty: 5405.260254
	Iteration 22Q: 3 clusters Score -4223506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4223527.500000 Penalty: 5405.260254
	Iteration 23Q: 3 clusters Score -4223528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4223530.000000 Penalty: 5405.260254
	Iteration 24Q: 3 clusters Score -4223530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4223541.500000 Penalty: 5405.260254
	Iteration 25Q: 3 clusters Score -4223542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4223548.000000 Penalty: 5405.260254
	Iteration 26Q: 3 clusters Score -4223548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4223551.500000 Penalty: 5405.260254
	Iteration 27Q: 3 clusters Score -4223552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4223556.000000 Penalty: 5405.260254
	Iteration 28Q: 3 clusters Score -4223556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4223556.500000 Penalty: 5405.260254
	Iteration 29Q: 3 clusters Score -4223556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4223554.000000 Penalty: 5405.260254
	Iteration 30Q: 3 clusters Score -4223554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4223556.000000 Penalty: 5405.260254
	Iteration 31Q: 3 clusters Score -4223556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4223562.000000 Penalty: 5405.260254
	Iteration 32Q: 3 clusters Score -4223562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4223565.000000 Penalty: 5405.260254
	Iteration 33Q: 3 clusters Score -4223565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4223565.000000 Penalty: 5405.260254
	Iteration 34Q: 3 clusters Score -4223565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4223570.500000 Penalty: 5405.260254
	Iteration 35Q: 3 clusters Score -4223570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4223578.000000 Penalty: 5405.260254
	Iteration 36Q: 3 clusters Score -4223578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4223579.500000 Penalty: 5405.260254
	Iteration 37Q: 3 clusters Score -4223580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4223573.000000 Penalty: 5405.260254
	Iteration 38Q: 3 clusters Score -4223573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4223579.000000 Penalty: 5405.260254
	Iteration 39Q: 3 clusters Score -4223579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4223578.500000 Penalty: 5405.260254
	Iteration 40F: 3 clusters Score -4223578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4223580.000000 Penalty: 5405.260254
	Iteration 41Q: 3 clusters Score -4223580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4223587.500000 Penalty: 5405.260254
	Iteration 42Q: 3 clusters Score -4223588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4223589.000000 Penalty: 5405.260254
	Iteration 43Q: 3 clusters Score -4223589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4223583.500000 Penalty: 5405.260254
	Iteration 44Q: 3 clusters Score -4223584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4223585.000000 Penalty: 5405.260254
	Iteration 45Q: 3 clusters Score -4223585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4223585.500000 Penalty: 5405.260254
	Iteration 46Q: 3 clusters Score -4223586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4223583.000000 Penalty: 5405.260254
	Iteration 47Q: 3 clusters Score -4223583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4223583.000000 Penalty: 5405.260254
	Iteration 48F: 3 clusters Score -4223583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 51566 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 911376 members 
Mstep: Class 28 contains 2540 members 
Mstep: Class 29 contains 2486 members 
Entering Unmasked Estep 
Score: -142665184.000000 Penalty: 103674.632812
Splitting cluster 18 changes total score from -142611248.000000 to -142665184.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (19336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Entering Unmasked Estep 
Score: -1461627.125000 Penalty: 2447.691650
	Iteration 0F: 2 clusters Score -1461627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1448138.125000 Penalty: 4895.383301
	Iteration 0F: 3 clusters Score -1448138 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1452956.125000 Penalty: 4895.383301
	Iteration 1F: 3 clusters Score -1452956 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1453912.625000 Penalty: 4895.383301
	Iteration 2F: 3 clusters Score -1453913 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1455091.750000 Penalty: 4895.383301
	Iteration 3F: 3 clusters Score -1455092 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1456365.125000 Penalty: 4895.383301
	Iteration 4F: 3 clusters Score -1456365 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1457714.375000 Penalty: 4895.383301
	Iteration 5F: 3 clusters Score -1457714 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1458892.750000 Penalty: 4895.383301
	Iteration 6F: 3 clusters Score -1458893 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1459771.250000 Penalty: 4895.383301
	Iteration 7F: 3 clusters Score -1459771 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1460491.625000 Penalty: 4895.383301
	Iteration 8Q: 3 clusters Score -1460492 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1461046.500000 Penalty: 4895.383301
	Iteration 9Q: 3 clusters Score -1461046 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1461450.250000 Penalty: 4895.383301
	Iteration 10Q: 3 clusters Score -1461450 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1461755.625000 Penalty: 4895.383301
	Iteration 11Q: 3 clusters Score -1461756 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1461984.875000 Penalty: 4895.383301
	Iteration 12Q: 3 clusters Score -1461985 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1462164.625000 Penalty: 4895.383301
	Iteration 13Q: 3 clusters Score -1462165 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1462314.125000 Penalty: 4895.383301
	Iteration 14Q: 3 clusters Score -1462314 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1462414.500000 Penalty: 4895.383301
	Iteration 15Q: 3 clusters Score -1462414 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1462488.000000 Penalty: 4895.383301
	Iteration 16Q: 3 clusters Score -1462488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1462552.375000 Penalty: 4895.383301
	Iteration 17Q: 3 clusters Score -1462552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1462601.875000 Penalty: 4895.383301
	Iteration 18Q: 3 clusters Score -1462602 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1462631.375000 Penalty: 4895.383301
	Iteration 19Q: 3 clusters Score -1462631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1462655.500000 Penalty: 4895.383301
	Iteration 20F: 3 clusters Score -1462656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1462674.750000 Penalty: 4895.383301
	Iteration 21Q: 3 clusters Score -1462675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1462697.625000 Penalty: 4895.383301
	Iteration 22Q: 3 clusters Score -1462698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1462720.375000 Penalty: 4895.383301
	Iteration 23Q: 3 clusters Score -1462720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1462752.250000 Penalty: 4895.383301
	Iteration 24Q: 3 clusters Score -1462752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1462774.250000 Penalty: 4895.383301
	Iteration 25Q: 3 clusters Score -1462774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1462805.750000 Penalty: 4895.383301
	Iteration 26Q: 3 clusters Score -1462806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1462855.625000 Penalty: 4895.383301
	Iteration 27Q: 3 clusters Score -1462856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1462905.250000 Penalty: 4895.383301
	Iteration 28Q: 3 clusters Score -1462905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1462933.750000 Penalty: 4895.383301
	Iteration 29Q: 3 clusters Score -1462934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1462955.125000 Penalty: 4895.383301
	Iteration 30Q: 3 clusters Score -1462955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1462972.000000 Penalty: 4895.383301
	Iteration 31Q: 3 clusters Score -1462972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1462982.125000 Penalty: 4895.383301
	Iteration 32Q: 3 clusters Score -1462982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1462982.000000 Penalty: 4895.383301
	Iteration 33Q: 3 clusters Score -1462982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1462985.875000 Penalty: 4895.383301
	Iteration 34Q: 3 clusters Score -1462986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1462986.625000 Penalty: 4895.383301
	Iteration 35Q: 3 clusters Score -1462987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1462993.875000 Penalty: 4895.383301
	Iteration 36Q: 3 clusters Score -1462994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1462996.125000 Penalty: 4895.383301
	Iteration 37Q: 3 clusters Score -1462996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1462997.125000 Penalty: 4895.383301
	Iteration 38Q: 3 clusters Score -1462997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1462999.875000 Penalty: 4895.383301
	Iteration 39Q: 3 clusters Score -1463000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1462999.375000 Penalty: 4895.383301
	Iteration 40F: 3 clusters Score -1462999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1462999.250000 Penalty: 4895.383301
	Iteration 41Q: 3 clusters Score -1462999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1463002.125000 Penalty: 4895.383301
	Iteration 42Q: 3 clusters Score -1463002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1463004.375000 Penalty: 4895.383301
	Iteration 43Q: 3 clusters Score -1463004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1463002.500000 Penalty: 4895.383301
	Iteration 44Q: 3 clusters Score -1463002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1463004.625000 Penalty: 4895.383301
	Iteration 45Q: 3 clusters Score -1463005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1463004.625000 Penalty: 4895.383301
	Iteration 46Q: 3 clusters Score -1463005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1463005.875000 Penalty: 4895.383301
	Iteration 47Q: 3 clusters Score -1463006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1463005.250000 Penalty: 4895.383301
	Iteration 48Q: 3 clusters Score -1463005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1463005.250000 Penalty: 4895.383301
	Iteration 49F: 3 clusters Score -1463005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 31368 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 51566 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 276442 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 6438 members 
Mstep: Class 23 contains 3369 members 
Mstep: Class 24 contains 3192 members 
Mstep: Class 25 contains 6364 members 
Mstep: Class 26 contains 5209 members 
Mstep: Class 27 contains 911376 members 
Mstep: Class 28 contains 2540 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 14814 members 
Entering Unmasked Estep 
Score: -142666096.000000 Penalty: 107249.625000
Splitting cluster 19 changes total score from -142611248.000000 to -142666096.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (276442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276442 members 
Entering Unmasked Estep 
Score: -22311878.000000 Penalty: 3107.379639
	Iteration 0F: 2 clusters Score -2.231188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -22125554.000000 Penalty: 6214.759277
	Iteration 0F: 3 clusters Score -2.212555e+07 nChanged 133461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -22205194.000000 Penalty: 6214.759277
	Iteration 1F: 3 clusters Score -2.220519e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130099 members 
Mstep: Class 2 contains 146343 members 
Entering Unmasked Estep 
Score: -22207364.000000 Penalty: 6214.759277
	Iteration 2Q: 3 clusters Score -2.220736e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 151164 members 
Entering Unmasked Estep 
Score: -22210194.000000 Penalty: 6214.759277
	Iteration 3Q: 3 clusters Score -2.221019e+07 nChanged 11520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 158398 members 
Entering Unmasked Estep 
Score: -22214754.000000 Penalty: 6214.759277
	Iteration 4Q: 3 clusters Score -2.221475e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -22221976.000000 Penalty: 6214.759277
	Iteration 5F: 3 clusters Score -2.222198e+07 nChanged 17339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 182912 members 
Entering Unmasked Estep 
Score: -22233722.000000 Penalty: 6214.759277
	Iteration 6F: 3 clusters Score -2.223372e+07 nChanged 19428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 199580 members 
Entering Unmasked Estep 
Score: -22249182.000000 Penalty: 6214.759277
	Iteration 7F: 3 clusters Score -2.224918e+07 nChanged 18852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 216044 members 
Entering Unmasked Estep 
Score: -22265618.000000 Penalty: 6214.759277
	Iteration 8F: 3 clusters Score -2.226562e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 229163 members 
Entering Unmasked Estep 
Score: -22279066.000000 Penalty: 6214.759277
	Iteration 9F: 3 clusters Score -2.227907e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 238440 members 
Entering Unmasked Estep 
Score: -22287470.000000 Penalty: 6214.759277
	Iteration 10Q: 3 clusters Score -2.228747e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 245361 members 
Entering Unmasked Estep 
Score: -22292996.000000 Penalty: 6214.759277
	Iteration 11Q: 3 clusters Score -2.2293e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 251034 members 
Entering Unmasked Estep 
Score: -22296810.000000 Penalty: 6214.759277
	Iteration 12Q: 3 clusters Score -2.229681e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 255801 members 
Entering Unmasked Estep 
Score: -22299972.000000 Penalty: 6214.759277
	Iteration 13Q: 3 clusters Score -2.229997e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 259741 members 
Entering Unmasked Estep 
Score: -22302668.000000 Penalty: 6214.759277
	Iteration 14Q: 3 clusters Score -2.230267e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 262905 members 
Entering Unmasked Estep 
Score: -22304710.000000 Penalty: 6214.759277
	Iteration 15Q: 3 clusters Score -2.230471e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 265412 members 
Entering Unmasked Estep 
Score: -22306432.000000 Penalty: 6214.759277
	Iteration 16Q: 3 clusters Score -2.230643e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 267253 members 
Entering Unmasked Estep 
Score: -22307708.000000 Penalty: 6214.759277
	Iteration 17Q: 3 clusters Score -2.230771e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 268562 members 
Entering Unmasked Estep 
Score: -22308532.000000 Penalty: 6214.759277
	Iteration 18Q: 3 clusters Score -2.230853e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 269543 members 
Entering Unmasked Estep 
Score: -22309068.000000 Penalty: 6214.759277
	Iteration 19Q: 3 clusters Score -2.230907e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 270209 members 
Entering Unmasked Estep 
Score: -22309486.000000 Penalty: 6214.759277
	Iteration 20F: 3 clusters Score -2.230949e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 270697 members 
Entering Unmasked Estep 
Score: -22309704.000000 Penalty: 6214.759277
	Iteration 21Q: 3 clusters Score -2.23097e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 271084 members 
Entering Unmasked Estep 
Score: -22309944.000000 Penalty: 6214.759277
	Iteration 22Q: 3 clusters Score -2.230994e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 271371 members 
Entering Unmasked Estep 
Score: -22310084.000000 Penalty: 6214.759277
	Iteration 23Q: 3 clusters Score -2.231008e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 271632 members 
Entering Unmasked Estep 
Score: -22310118.000000 Penalty: 6214.759277
	Iteration 24Q: 3 clusters Score -2.231012e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 271850 members 
Entering Unmasked Estep 
Score: -22310230.000000 Penalty: 6214.759277
	Iteration 25Q: 3 clusters Score -2.231023e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 272040 members 
Entering Unmasked Estep 
Score: -22310320.000000 Penalty: 6214.759277
	Iteration 26Q: 3 clusters Score -2.231032e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 272191 members 
Entering Unmasked Estep 
Score: -22310364.000000 Penalty: 6214.759277
	Iteration 27Q: 3 clusters Score -2.231036e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 272315 members 
Entering Unmasked Estep 
Score: -22310396.000000 Penalty: 6214.759277
	Iteration 28Q: 3 clusters Score -2.23104e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 272439 members 
Entering Unmasked Estep 
Score: -22310454.000000 Penalty: 6214.759277
	Iteration 29Q: 3 clusters Score -2.231045e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 272552 members 
Entering Unmasked Estep 
Score: -22310472.000000 Penalty: 6214.759277
	Iteration 30Q: 3 clusters Score -2.231047e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 272643 members 
Entering Unmasked Estep 
Score: -22310488.000000 Penalty: 6214.759277
	Iteration 31Q: 3 clusters Score -2.231049e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 272701 members 
Entering Unmasked Estep 
Score: -22310514.000000 Penalty: 6214.759277
	Iteration 32Q: 3 clusters Score -2.231051e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 272748 members 
Entering Unmasked Estep 
Score: -22310556.000000 Penalty: 6214.759277
	Iteration 33Q: 3 clusters Score -2.231056e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 272784 members 
Entering Unmasked Estep 
Score: -22310564.000000 Penalty: 6214.759277
	Iteration 34Q: 3 clusters Score -2.231056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 272818 members 
Entering Unmasked Estep 
Score: -22310576.000000 Penalty: 6214.759277
	Iteration 35Q: 3 clusters Score -2.231058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 272842 members 
Entering Unmasked Estep 
Score: -22310594.000000 Penalty: 6214.759277
	Iteration 36Q: 3 clusters Score -2.231059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 272857 members 
Entering Unmasked Estep 
Score: -22310596.000000 Penalty: 6214.759277
	Iteration 37Q: 3 clusters Score -2.23106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 272864 members 
Entering Unmasked Estep 
Score: -22310590.000000 Penalty: 6214.759277
	Iteration 38Q: 3 clusters Score -2.231059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 272879 members 
Entering Unmasked Estep 
Score: -22310570.000000 Penalty: 6214.759277
	Iteration 39Q: 3 clusters Score -2.231057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 272884 members 
Entering Unmasked Estep 
Score: -22310570.000000 Penalty: 6214.759277
	Iteration 40F: 3 clusters Score -2.231057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 272888 members 
Entering Unmasked Estep 
Score: -22310562.000000 Penalty: 6214.759277
	Iteration 41Q: 3 clusters Score -2.231056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 272894 members 
Entering Unmasked Estep 
Score: -22310564.000000 Penalty: 6214.759277
	Iteration 42Q: 3 clusters Score -2.231056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 272898 members 
Entering Unmasked Estep 
Score: -22310560.000000 Penalty: 6214.759277
	Iteration 43Q: 3 clusters Score -2.231056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 272904 members 
Entering Unmasked Estep 
Score: -22310592.000000 Penalty: 6214.759277
	Iteration 44Q: 3 clusters Score -2.231059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 272912 members 
Entering Unmasked Estep 
Score: -22310584.000000 Penalty: 6214.759277
	Iteration 45Q: 3 clusters Score -2.231058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 272924 members 
Entering Unmasked Estep 
Score: -22310606.000000 Penalty: 6214.759277
	Iteration 46Q: 3 clusters Score -2.231061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 272933 members 
Entering Unmasked Estep 
Score: -22310596.000000 Penalty: 6214.759277
	Iteration 47Q: 3 clusters Score -2.23106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 272945 members 
Entering Unmasked Estep 
Score: -22310584.000000 Penalty: 6214.759277
	Iteration 48Q: 3 clusters Score -2.231058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 272957 members 
Entering Unmasked Estep 
Score: -22310596.000000 Penalty: 6214.759277
	Iteration 49Q: 3 clusters Score -2.23106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 272961 members 
Entering Unmasked Estep 
Score: -22310590.000000 Penalty: 6214.759277
	Iteration 50Q: 3 clusters Score -2.231059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 272972 members 
Entering Unmasked Estep 
Score: -22310606.000000 Penalty: 6214.759277
	Iteration 51Q: 3 clusters Score -2.231061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 272981 members 
Entering Unmasked Estep 
Score: -22310610.000000 Penalty: 6214.759277
	Iteration 52Q: 3 clusters Score -2.231061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 272992 members 
Entering Unmasked Estep 
Score: -22310618.000000 Penalty: 6214.759277
	Iteration 53Q: 3 clusters Score -2.231062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 273003 members 
Entering Unmasked Estep 
Score: -22310618.000000 Penalty: 6214.759277
	Iteration 54Q: 3 clusters Score -2.231062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 273011 members 
Entering Unmasked Estep 
Score: -22310618.000000 Penalty: 6214.759277
	Iteration 55Q: 3 clusters Score -2.231062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 273013 members 
Entering Unmasked Estep 
Score: -22310610.000000 Penalty: 6214.759277
	Iteration 56Q: 3 clusters Score -2.231061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 273016 members 
Entering Unmasked Estep 
Score: -22310646.000000 Penalty: 6214.759277
	Iteration 57Q: 3 clusters Score -2.231065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 273016 members 
Entering Unmasked Estep 
Score: -22310642.000000 Penalty: 6214.759277
	Iteration 58Q: 3 clusters Score -2.231064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 273015 members 
Entering Unmasked Estep 
Score: -22310658.000000 Penalty: 6214.759277
	Iteration 59Q: 3 clusters Score -2.231066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 273017 members 
Entering Unmasked Estep 
Score: -22310634.000000 Penalty: 6214.759277
	Iteration 60F: 3 clusters Score -2.231063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 273020 members 
Entering Unmasked Estep 
Score: -22310636.000000 Penalty: 6214.759277
	Iteration 61Q: 3 clusters Score -2.231064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 273024 members 
Entering Unmasked Estep 
Score: -22310640.000000 Penalty: 6214.759277
	Iteration 62Q: 3 clusters Score -2.231064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 273027 members 
Entering Unmasked Estep 
Score: -22310620.000000 Penalty: 6214.759277
	Iteration 63Q: 3 clusters Score -2.231062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 273025 members 
Entering Unmasked Estep 
Score: -22310618.000000 Penalty: 6214.759277
	Iteration 64Q: 3 clusters Score -2.231062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 273027 members 
Entering Unmasked Estep 
Score: -22310618.000000 Penalty: 6214.759277
	Iteration 65Q: 3 clusters Score -2.231062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 273027 members 
Entering Unmasked Estep 
Score: -22310626.000000 Penalty: 6214.759277
	Iteration 66Q: 3 clusters Score -2.231063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 273028 members 
Entering Unmasked Estep 
Score: -22310626.000000 Penalty: 6214.759277
	Iteration 67Q: 3 clusters Score -2.231063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 273027 members 
Entering Unmasked Estep 
Score: -22310632.000000 Penalty: 6214.759277
	Iteration 68Q: 3 clusters Score -2.231063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 273029 members 
Entering Unmasked Estep 
Score: -22310618.000000 Penalty: 6214.759277
	Iteration 69Q: 3 clusters Score -2.231062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 273031 members 
Entering Unmasked Estep 
Score: -22310628.000000 Penalty: 6214.759277
	Iteration 70Q: 3 clusters Score -2.231063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 273035 members 
Entering Unmasked Estep 
Score: -22310620.000000 Penalty: 6214.759277
	Iteration 71Q: 3 clusters Score -2.231062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 273038 members 
Entering Unmasked Estep 
Score: -22310634.000000 Penalty: 6214.759277
	Iteration 72Q: 3 clusters Score -2.231063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 273041 members 
Entering Unmasked Estep 
Score: -22310624.000000 Penalty: 6214.759277
	Iteration 73Q: 3 clusters Score -2.231062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 273042 members 
Entering Unmasked Estep 
Score: -22310630.000000 Penalty: 6214.759277
	Iteration 74Q: 3 clusters Score -2.231063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 273043 members 
Entering Unmasked Estep 
Score: -22310636.000000 Penalty: 6214.759277
	Iteration 75Q: 3 clusters Score -2.231064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 273044 members 
Entering Unmasked Estep 
Score: -22310632.000000 Penalty: 6214.759277
	Iteration 76Q: 3 clusters Score -2.231063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 273047 members 
Entering Unmasked Estep 
Score: -22310638.000000 Penalty: 6214.759277
	Iteration 77Q: 3 clusters Score -2.231064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 273051 members 
Entering Unmasked Estep 
Score: -22310636.000000 Penalty: 6214.759277
	Iteration 78Q: 3 clusters Score -2.231064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 273055 members 
Entering Unmasked Estep 
Score: -22310632.000000 Penalty: 6214.759277
	Iteration 79Q: 3 clusters Score -2.231063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 273062 members 
Entering Unmasked Estep 
Score: -22310636.000000 Penalty: 6214.759277
	Iteration 80F: 3 clusters Score -2.231064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 273064 members 
Entering Unmasked Estep 
Score: -22310628.000000 Penalty: 6214.759277
	Iteration 81Q: 3 clusters Score -2.231063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 273067 members 
Entering Unmasked Estep 
Score: -22310638.000000 Penalty: 6214.759277
	Iteration 82Q: 3 clusters Score -2.231064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 273067 members 
Entering Unmasked Estep 
Score: -22310650.000000 Penalty: 6214.759277
	Iteration 83Q: 3 clusters Score -2.231065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 273072 members 
Entering Unmasked Estep 
Score: -22310664.000000 Penalty: 6214.759277
	Iteration 84Q: 3 clusters Score -2.231066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 273076 members 
Entering Unmasked Estep 
Score: -22310650.000000 Penalty: 6214.759277
	Iteration 85Q: 3 clusters Score -2.231065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 273078 members 
Entering Unmasked Estep 
Score: -22310646.000000 Penalty: 6214.759277
	Iteration 86Q: 3 clusters Score -2.231065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 273081 members 
Entering Unmasked Estep 
Score: -22310662.000000 Penalty: 6214.759277
	Iteration 87Q: 3 clusters Score -2.231066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 273086 members 
Entering Unmasked Estep 
Score: -22310666.000000 Penalty: 6214.759277
	Iteration 88Q: 3 clusters Score -2.231067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 273094 members 
Entering Unmasked Estep 
Score: -22310670.000000 Penalty: 6214.759277
	Iteration 89Q: 3 clusters Score -2.231067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 273096 members 
Entering Unmasked Estep 
Score: -22310666.000000 Penalty: 6214.759277
	Iteration 90Q: 3 clusters Score -2.231067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 273101 members 
Entering Unmasked Estep 
Score: -22310642.000000 Penalty: 6214.759277
	Iteration 91Q: 3 clusters Score -2.231064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 273106 members 
Entering Unmasked Estep 
Score: -22310666.000000 Penalty: 6214.759277
	Iteration 92Q: 3 clusters Score -2.231067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 273107 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 93Q: 3 clusters Score -2.231066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 273119 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 94Q: 3 clusters Score -2.231066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 273129 members 
Entering Unmasked Estep 
Score: -22310656.000000 Penalty: 6214.759277
	Iteration 95Q: 3 clusters Score -2.231066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 273133 members 
Entering Unmasked Estep 
Score: -22310640.000000 Penalty: 6214.759277
	Iteration 96Q: 3 clusters Score -2.231064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 273133 members 
Entering Unmasked Estep 
Score: -22310654.000000 Penalty: 6214.759277
	Iteration 97Q: 3 clusters Score -2.231065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 273141 members 
Entering Unmasked Estep 
Score: -22310656.000000 Penalty: 6214.759277
	Iteration 98Q: 3 clusters Score -2.231066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 273146 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 99Q: 3 clusters Score -2.231066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 273148 members 
Entering Unmasked Estep 
Score: -22310658.000000 Penalty: 6214.759277
	Iteration 100F: 3 clusters Score -2.231066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 273151 members 
Entering Unmasked Estep 
Score: -22310664.000000 Penalty: 6214.759277
	Iteration 101Q: 3 clusters Score -2.231066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 273155 members 
Entering Unmasked Estep 
Score: -22310658.000000 Penalty: 6214.759277
	Iteration 102Q: 3 clusters Score -2.231066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 273156 members 
Entering Unmasked Estep 
Score: -22310674.000000 Penalty: 6214.759277
	Iteration 103Q: 3 clusters Score -2.231067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 273160 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 104Q: 3 clusters Score -2.231066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 273163 members 
Entering Unmasked Estep 
Score: -22310672.000000 Penalty: 6214.759277
	Iteration 105Q: 3 clusters Score -2.231067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 273167 members 
Entering Unmasked Estep 
Score: -22310682.000000 Penalty: 6214.759277
	Iteration 106Q: 3 clusters Score -2.231068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 273168 members 
Entering Unmasked Estep 
Score: -22310672.000000 Penalty: 6214.759277
	Iteration 107Q: 3 clusters Score -2.231067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 273171 members 
Entering Unmasked Estep 
Score: -22310670.000000 Penalty: 6214.759277
	Iteration 108Q: 3 clusters Score -2.231067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 273170 members 
Entering Unmasked Estep 
Score: -22310688.000000 Penalty: 6214.759277
	Iteration 109Q: 3 clusters Score -2.231069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 273175 members 
Entering Unmasked Estep 
Score: -22310690.000000 Penalty: 6214.759277
	Iteration 110Q: 3 clusters Score -2.231069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 273184 members 
Entering Unmasked Estep 
Score: -22310698.000000 Penalty: 6214.759277
	Iteration 111Q: 3 clusters Score -2.23107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 273185 members 
Entering Unmasked Estep 
Score: -22310680.000000 Penalty: 6214.759277
	Iteration 112Q: 3 clusters Score -2.231068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 273185 members 
Entering Unmasked Estep 
Score: -22310680.000000 Penalty: 6214.759277
	Iteration 113Q: 3 clusters Score -2.231068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 273186 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 114Q: 3 clusters Score -2.231066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 273195 members 
Entering Unmasked Estep 
Score: -22310670.000000 Penalty: 6214.759277
	Iteration 115Q: 3 clusters Score -2.231067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 273201 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 116Q: 3 clusters Score -2.231066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 273205 members 
Entering Unmasked Estep 
Score: -22310680.000000 Penalty: 6214.759277
	Iteration 117Q: 3 clusters Score -2.231068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 273207 members 
Entering Unmasked Estep 
Score: -22310658.000000 Penalty: 6214.759277
	Iteration 118Q: 3 clusters Score -2.231066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 273207 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 119Q: 3 clusters Score -2.231066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 273205 members 
Entering Unmasked Estep 
Score: -22310664.000000 Penalty: 6214.759277
	Iteration 120F: 3 clusters Score -2.231066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 273202 members 
Entering Unmasked Estep 
Score: -22310648.000000 Penalty: 6214.759277
	Iteration 121Q: 3 clusters Score -2.231065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 273199 members 
Entering Unmasked Estep 
Score: -22310636.000000 Penalty: 6214.759277
	Iteration 122Q: 3 clusters Score -2.231064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 273197 members 
Entering Unmasked Estep 
Score: -22310638.000000 Penalty: 6214.759277
	Iteration 123Q: 3 clusters Score -2.231064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 273194 members 
Entering Unmasked Estep 
Score: -22310646.000000 Penalty: 6214.759277
	Iteration 124Q: 3 clusters Score -2.231065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 273195 members 
Entering Unmasked Estep 
Score: -22310642.000000 Penalty: 6214.759277
	Iteration 125Q: 3 clusters Score -2.231064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 273198 members 
Entering Unmasked Estep 
Score: -22310656.000000 Penalty: 6214.759277
	Iteration 126Q: 3 clusters Score -2.231066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 273200 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 127Q: 3 clusters Score -2.231066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 273201 members 
Entering Unmasked Estep 
Score: -22310660.000000 Penalty: 6214.759277
	Iteration 128Q: 3 clusters Score -2.231066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 273201 members 
Entering Unmasked Estep 
Score: -22310666.000000 Penalty: 6214.759277
	Iteration 129Q: 3 clusters Score -2.231067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 273203 members 
Entering Unmasked Estep 
Score: -22310672.000000 Penalty: 6214.759277
	Iteration 130Q: 3 clusters Score -2.231067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 273205 members 
Entering Unmasked Estep 
Score: -22310702.000000 Penalty: 6214.759277
	Iteration 131Q: 3 clusters Score -2.23107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 273208 members 
Entering Unmasked Estep 
Score: -22310684.000000 Penalty: 6214.759277
	Iteration 132Q: 3 clusters Score -2.231068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 273211 members 
Entering Unmasked Estep 
Score: -22310690.000000 Penalty: 6214.759277
	Iteration 133Q: 3 clusters Score -2.231069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 273214 members 
Entering Unmasked Estep 
Score: -22310680.000000 Penalty: 6214.759277
	Iteration 134Q: 3 clusters Score -2.231068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 273213 members 
Entering Unmasked Estep 
Score: -22310686.000000 Penalty: 6214.759277
	Iteration 135Q: 3 clusters Score -2.231069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 273213 members 
Entering Unmasked Estep 
Score: -22310686.000000 Penalty: 6214.759277
	Iteration 136Q: 3 clusters Score -2.231069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 273213 members 
Entering Unmasked Estep 
Score: -22310666.000000 Penalty: 6214.759277
	Iteration 137Q: 3 clusters Score -2.231067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 273216 members 
Entering Unmasked Estep 
Score: -22310694.000000 Penalty: 6214.759277
	Iteration 138Q: 3 clusters Score -2.231069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 273218 members 
Entering Unmasked Estep 
Score: -22310690.000000 Penalty: 6214.759277
	Iteration 139Q: 3 clusters Score -2.231069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 273218 members 
Entering Unmasked Estep 
Score: -22310688.000000 Penalty: 6214.759277
	Iteration 140F: 3 clusters Score -2.231069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 273219 members 
Entering Unmasked Estep 
Score: -22310676.000000 Penalty: 6214.759277
	Iteration 141Q: 3 clusters Score -2.231068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 273220 members 
Entering Unmasked Estep 
Score: -22310696.000000 Penalty: 6214.759277
	Iteration 142Q: 3 clusters Score -2.23107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 273220 members 
Entering Unmasked Estep 
Score: -22310696.000000 Penalty: 6214.759277
	Iteration 143F: 3 clusters Score -2.23107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 17531 members 
Mstep: Class 3 contains 17369 members 
Mstep: Class 4 contains 27202 members 
Mstep: Class 5 contains 6250 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 20325 members 
Mstep: Class 9 contains 34252 members 
Mstep: Class 10 contains 225917 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 51566 members 
Mstep: Class 19 contains 4522 members 
Mstep: Class 20 contains 276442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142685296.000000 Penalty: 107249.625000
Iteration 39Q: 31 clusters Score -1.426853e+08 nChanged 36168
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 18259 members 
Mstep: Class 3 contains 18149 members 
Mstep: Class 4 contains 28993 members 
Mstep: Class 5 contains 6349 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 20622 members 
Mstep: Class 9 contains 34297 members 
Mstep: Class 10 contains 230117 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 28662 members 
Mstep: Class 13 contains 11220 members 
Mstep: Class 14 contains 12017 members 
Mstep: Class 15 contains 30690 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 52833 members 
Mstep: Class 19 contains 4877 members 
Mstep: Class 20 contains 276588 members 
Mstep: Class 21 contains 33889 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 3312 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 5158 members 
Mstep: Class 27 contains 902181 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142703392.000000 Penalty: 107249.625000
Iteration 40F: 31 clusters Score -1.427034e+08 nChanged 24371
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 18740 members 
Mstep: Class 3 contains 18280 members 
Mstep: Class 4 contains 29879 members 
Mstep: Class 5 contains 6349 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 20600 members 
Mstep: Class 9 contains 33572 members 
Mstep: Class 10 contains 233421 members 
Mstep: Class 11 contains 18500 members 
Mstep: Class 12 contains 28271 members 
Mstep: Class 13 contains 11144 members 
Mstep: Class 14 contains 12868 members 
Mstep: Class 15 contains 30658 members 
Mstep: Class 16 contains 2122 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 53355 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 275498 members 
Mstep: Class 21 contains 34177 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 3401 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 896921 members 
Mstep: Class 28 contains 2531 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 14350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142711360.000000 Penalty: 107249.625000
Iteration 41Q: 31 clusters Score -1.427114e+08 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 19164 members 
Mstep: Class 3 contains 18395 members 
Mstep: Class 4 contains 30541 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 6 contains 6989 members 
Mstep: Class 7 contains 10998 members 
Mstep: Class 8 contains 20541 members 
Mstep: Class 9 contains 32787 members 
Mstep: Class 10 contains 236630 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 27964 members 
Mstep: Class 13 contains 11132 members 
Mstep: Class 14 contains 13552 members 
Mstep: Class 15 contains 30800 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 3221 members 
Mstep: Class 18 contains 53625 members 
Mstep: Class 19 contains 5219 members 
Mstep: Class 20 contains 274673 members 
Mstep: Class 21 contains 34414 members 
Mstep: Class 22 contains 5768 members 
Mstep: Class 23 contains 3627 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 7091 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 892269 members 
Mstep: Class 28 contains 2550 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142716048.000000 Penalty: 107249.625000
Iteration 42Q: 31 clusters Score -1.42716e+08 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 19515 members 
Mstep: Class 3 contains 18483 members 
Mstep: Class 4 contains 31099 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 7158 members 
Mstep: Class 7 contains 10790 members 
Mstep: Class 8 contains 20449 members 
Mstep: Class 9 contains 32049 members 
Mstep: Class 10 contains 239596 members 
Mstep: Class 11 contains 18639 members 
Mstep: Class 12 contains 27800 members 
Mstep: Class 13 contains 11144 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 30980 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 53710 members 
Mstep: Class 19 contains 5349 members 
Mstep: Class 20 contains 274021 members 
Mstep: Class 21 contains 34627 members 
Mstep: Class 22 contains 5667 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 7509 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 888073 members 
Mstep: Class 28 contains 2541 members 
Mstep: Class 29 contains 2656 members 
Mstep: Class 30 contains 14305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719152.000000 Penalty: 107249.625000
Iteration 43Q: 31 clusters Score -1.427192e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 19805 members 
Mstep: Class 3 contains 18510 members 
Mstep: Class 4 contains 31553 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 20356 members 
Mstep: Class 9 contains 31360 members 
Mstep: Class 10 contains 242329 members 
Mstep: Class 11 contains 18710 members 
Mstep: Class 12 contains 27708 members 
Mstep: Class 13 contains 11128 members 
Mstep: Class 14 contains 14641 members 
Mstep: Class 15 contains 31163 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 53788 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 273448 members 
Mstep: Class 21 contains 34750 members 
Mstep: Class 22 contains 5575 members 
Mstep: Class 23 contains 4048 members 
Mstep: Class 24 contains 3557 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 4964 members 
Mstep: Class 27 contains 884340 members 
Mstep: Class 28 contains 2543 members 
Mstep: Class 29 contains 2718 members 
Mstep: Class 30 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721968.000000 Penalty: 107249.625000
Iteration 44Q: 31 clusters Score -1.42722e+08 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 20049 members 
Mstep: Class 3 contains 18525 members 
Mstep: Class 4 contains 31933 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 7367 members 
Mstep: Class 7 contains 10439 members 
Mstep: Class 8 contains 20244 members 
Mstep: Class 9 contains 30775 members 
Mstep: Class 10 contains 244812 members 
Mstep: Class 11 contains 18796 members 
Mstep: Class 12 contains 27639 members 
Mstep: Class 13 contains 11122 members 
Mstep: Class 14 contains 15099 members 
Mstep: Class 15 contains 31341 members 
Mstep: Class 16 contains 2319 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 53807 members 
Mstep: Class 19 contains 5563 members 
Mstep: Class 20 contains 272919 members 
Mstep: Class 21 contains 34825 members 
Mstep: Class 22 contains 5510 members 
Mstep: Class 23 contains 4233 members 
Mstep: Class 24 contains 3573 members 
Mstep: Class 25 contains 8307 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 881085 members 
Mstep: Class 28 contains 2546 members 
Mstep: Class 29 contains 2775 members 
Mstep: Class 30 contains 14355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142722576.000000 Penalty: 107249.625000
Iteration 45Q: 31 clusters Score -1.427226e+08 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 20242 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 4 contains 32237 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 10303 members 
Mstep: Class 8 contains 20144 members 
Mstep: Class 9 contains 30251 members 
Mstep: Class 10 contains 247103 members 
Mstep: Class 11 contains 18840 members 
Mstep: Class 12 contains 27590 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 15471 members 
Mstep: Class 15 contains 31555 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 18 contains 53824 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 272381 members 
Mstep: Class 21 contains 34878 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 4408 members 
Mstep: Class 24 contains 3586 members 
Mstep: Class 25 contains 8659 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 878210 members 
Mstep: Class 28 contains 2537 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 14380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142723776.000000 Penalty: 107249.625000
Iteration 46Q: 31 clusters Score -1.427238e+08 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 20382 members 
Mstep: Class 3 contains 18569 members 
Mstep: Class 4 contains 32485 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 10194 members 
Mstep: Class 8 contains 20032 members 
Mstep: Class 9 contains 29867 members 
Mstep: Class 10 contains 249209 members 
Mstep: Class 11 contains 18885 members 
Mstep: Class 12 contains 27555 members 
Mstep: Class 13 contains 11059 members 
Mstep: Class 14 contains 15808 members 
Mstep: Class 15 contains 31763 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 53827 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 271946 members 
Mstep: Class 21 contains 34902 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 3601 members 
Mstep: Class 25 contains 9001 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 875526 members 
Mstep: Class 28 contains 2527 members 
Mstep: Class 29 contains 2872 members 
Mstep: Class 30 contains 14387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142725008.000000 Penalty: 107249.625000
Iteration 47Q: 31 clusters Score -1.42725e+08 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 20510 members 
Mstep: Class 3 contains 18602 members 
Mstep: Class 4 contains 32691 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 7527 members 
Mstep: Class 7 contains 10118 members 
Mstep: Class 8 contains 19964 members 
Mstep: Class 9 contains 29483 members 
Mstep: Class 10 contains 251115 members 
Mstep: Class 11 contains 18923 members 
Mstep: Class 12 contains 27537 members 
Mstep: Class 13 contains 11040 members 
Mstep: Class 14 contains 16115 members 
Mstep: Class 15 contains 31958 members 
Mstep: Class 16 contains 2330 members 
Mstep: Class 17 contains 3234 members 
Mstep: Class 18 contains 53824 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 271599 members 
Mstep: Class 21 contains 34858 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 3606 members 
Mstep: Class 25 contains 9315 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 873034 members 
Mstep: Class 28 contains 2514 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 14407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142725872.000000 Penalty: 107249.625000
Iteration 48Q: 31 clusters Score -1.427259e+08 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 20618 members 
Mstep: Class 3 contains 18633 members 
Mstep: Class 4 contains 32833 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 7559 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 19909 members 
Mstep: Class 9 contains 29134 members 
Mstep: Class 10 contains 252929 members 
Mstep: Class 11 contains 18964 members 
Mstep: Class 12 contains 27518 members 
Mstep: Class 13 contains 11027 members 
Mstep: Class 14 contains 16386 members 
Mstep: Class 15 contains 32178 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 53812 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 271311 members 
Mstep: Class 21 contains 34781 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 3610 members 
Mstep: Class 25 contains 9599 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 870719 members 
Mstep: Class 28 contains 2507 members 
Mstep: Class 29 contains 2935 members 
Mstep: Class 30 contains 14426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142727024.000000 Penalty: 107249.625000
Iteration 49Q: 31 clusters Score -1.42727e+08 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 20714 members 
Mstep: Class 3 contains 18649 members 
Mstep: Class 4 contains 32943 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 7582 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 8 contains 19864 members 
Mstep: Class 9 contains 28822 members 
Mstep: Class 10 contains 254565 members 
Mstep: Class 11 contains 19005 members 
Mstep: Class 12 contains 27493 members 
Mstep: Class 13 contains 11016 members 
Mstep: Class 14 contains 16628 members 
Mstep: Class 15 contains 32356 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 3236 members 
Mstep: Class 18 contains 53797 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 271101 members 
Mstep: Class 21 contains 34693 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 9867 members 
Mstep: Class 26 contains 4949 members 
Mstep: Class 27 contains 868651 members 
Mstep: Class 28 contains 2500 members 
Mstep: Class 29 contains 2956 members 
Mstep: Class 30 contains 14441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142728160.000000 Penalty: 107249.625000
Iteration 50Q: 31 clusters Score -1.427282e+08 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 20807 members 
Mstep: Class 3 contains 18658 members 
Mstep: Class 4 contains 33075 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 9829 members 
Mstep: Class 8 contains 19802 members 
Mstep: Class 9 contains 28552 members 
Mstep: Class 10 contains 256006 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 27483 members 
Mstep: Class 13 contains 11018 members 
Mstep: Class 14 contains 16839 members 
Mstep: Class 15 contains 32531 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 53770 members 
Mstep: Class 19 contains 6155 members 
Mstep: Class 20 contains 270887 members 
Mstep: Class 21 contains 34609 members 
Mstep: Class 22 contains 5379 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 10092 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 866840 members 
Mstep: Class 28 contains 2481 members 
Mstep: Class 29 contains 2982 members 
Mstep: Class 30 contains 14449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142729008.000000 Penalty: 107249.625000
Iteration 51Q: 31 clusters Score -1.42729e+08 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 20878 members 
Mstep: Class 3 contains 18670 members 
Mstep: Class 4 contains 33213 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 7615 members 
Mstep: Class 7 contains 9729 members 
Mstep: Class 8 contains 19746 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 257352 members 
Mstep: Class 11 contains 19055 members 
Mstep: Class 12 contains 27486 members 
Mstep: Class 13 contains 10997 members 
Mstep: Class 14 contains 17016 members 
Mstep: Class 15 contains 32655 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 53749 members 
Mstep: Class 19 contains 6240 members 
Mstep: Class 20 contains 270746 members 
Mstep: Class 21 contains 34504 members 
Mstep: Class 22 contains 5372 members 
Mstep: Class 23 contains 5141 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 10301 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 865136 members 
Mstep: Class 28 contains 2462 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 14465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142729952.000000 Penalty: 107249.625000
Iteration 52Q: 31 clusters Score -1.4273e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 20939 members 
Mstep: Class 3 contains 18697 members 
Mstep: Class 4 contains 33343 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 9662 members 
Mstep: Class 8 contains 19692 members 
Mstep: Class 9 contains 28116 members 
Mstep: Class 10 contains 258520 members 
Mstep: Class 11 contains 19076 members 
Mstep: Class 12 contains 27488 members 
Mstep: Class 13 contains 10992 members 
Mstep: Class 14 contains 17195 members 
Mstep: Class 15 contains 32821 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 3243 members 
Mstep: Class 18 contains 53725 members 
Mstep: Class 19 contains 6307 members 
Mstep: Class 20 contains 270588 members 
Mstep: Class 21 contains 34382 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 10491 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 863608 members 
Mstep: Class 28 contains 2442 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 14478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142731440.000000 Penalty: 107249.625000
Iteration 53Q: 31 clusters Score -1.427314e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 20997 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 33454 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 7631 members 
Mstep: Class 7 contains 9574 members 
Mstep: Class 8 contains 19633 members 
Mstep: Class 9 contains 27923 members 
Mstep: Class 10 contains 259590 members 
Mstep: Class 11 contains 19104 members 
Mstep: Class 12 contains 27488 members 
Mstep: Class 13 contains 11002 members 
Mstep: Class 14 contains 17359 members 
Mstep: Class 15 contains 33033 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 53694 members 
Mstep: Class 19 contains 6378 members 
Mstep: Class 20 contains 270464 members 
Mstep: Class 21 contains 34240 members 
Mstep: Class 22 contains 5368 members 
Mstep: Class 23 contains 5365 members 
Mstep: Class 24 contains 3622 members 
Mstep: Class 25 contains 10667 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 862166 members 
Mstep: Class 28 contains 2421 members 
Mstep: Class 29 contains 3044 members 
Mstep: Class 30 contains 14487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142731696.000000 Penalty: 107249.625000
Iteration 54Q: 31 clusters Score -1.427317e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 21050 members 
Mstep: Class 3 contains 18767 members 
Mstep: Class 4 contains 33546 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 7636 members 
Mstep: Class 7 contains 9483 members 
Mstep: Class 8 contains 19587 members 
Mstep: Class 9 contains 27702 members 
Mstep: Class 10 contains 260565 members 
Mstep: Class 11 contains 19130 members 
Mstep: Class 12 contains 27482 members 
Mstep: Class 13 contains 11028 members 
Mstep: Class 14 contains 17507 members 
Mstep: Class 15 contains 33256 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 53667 members 
Mstep: Class 19 contains 6438 members 
Mstep: Class 20 contains 270373 members 
Mstep: Class 21 contains 34071 members 
Mstep: Class 22 contains 5366 members 
Mstep: Class 23 contains 5466 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 860888 members 
Mstep: Class 28 contains 2391 members 
Mstep: Class 29 contains 3065 members 
Mstep: Class 30 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142732384.000000 Penalty: 107249.625000
Iteration 55Q: 31 clusters Score -1.427324e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 21105 members 
Mstep: Class 3 contains 18817 members 
Mstep: Class 4 contains 33622 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 9389 members 
Mstep: Class 8 contains 19559 members 
Mstep: Class 9 contains 27480 members 
Mstep: Class 10 contains 261536 members 
Mstep: Class 11 contains 19145 members 
Mstep: Class 12 contains 27462 members 
Mstep: Class 13 contains 11052 members 
Mstep: Class 14 contains 17648 members 
Mstep: Class 15 contains 33441 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 53657 members 
Mstep: Class 19 contains 6497 members 
Mstep: Class 20 contains 270310 members 
Mstep: Class 21 contains 33905 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 3629 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 859656 members 
Mstep: Class 28 contains 2354 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142732608.000000 Penalty: 107249.625000
Iteration 56Q: 31 clusters Score -1.427326e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 21138 members 
Mstep: Class 3 contains 18853 members 
Mstep: Class 4 contains 33681 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 7648 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 19531 members 
Mstep: Class 9 contains 27280 members 
Mstep: Class 10 contains 262320 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 27451 members 
Mstep: Class 13 contains 11074 members 
Mstep: Class 14 contains 17789 members 
Mstep: Class 15 contains 33619 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 3247 members 
Mstep: Class 18 contains 53639 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 270292 members 
Mstep: Class 21 contains 33736 members 
Mstep: Class 22 contains 5360 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 3630 members 
Mstep: Class 25 contains 11139 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 858624 members 
Mstep: Class 28 contains 2318 members 
Mstep: Class 29 contains 3097 members 
Mstep: Class 30 contains 14516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142733024.000000 Penalty: 107249.625000
Iteration 57Q: 31 clusters Score -1.42733e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 21159 members 
Mstep: Class 3 contains 18906 members 
Mstep: Class 4 contains 33750 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 7656 members 
Mstep: Class 7 contains 9176 members 
Mstep: Class 8 contains 19513 members 
Mstep: Class 9 contains 27106 members 
Mstep: Class 10 contains 263032 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 27432 members 
Mstep: Class 13 contains 11087 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 33808 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53625 members 
Mstep: Class 19 contains 6621 members 
Mstep: Class 20 contains 270261 members 
Mstep: Class 21 contains 33591 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 5742 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 857620 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 14513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142732992.000000 Penalty: 107249.625000
Iteration 58Q: 31 clusters Score -1.42733e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 21183 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 33805 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 9090 members 
Mstep: Class 8 contains 19503 members 
Mstep: Class 9 contains 26947 members 
Mstep: Class 10 contains 263677 members 
Mstep: Class 11 contains 19201 members 
Mstep: Class 12 contains 27413 members 
Mstep: Class 13 contains 11087 members 
Mstep: Class 14 contains 18042 members 
Mstep: Class 15 contains 33982 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53612 members 
Mstep: Class 19 contains 6692 members 
Mstep: Class 20 contains 270257 members 
Mstep: Class 21 contains 33427 members 
Mstep: Class 22 contains 5355 members 
Mstep: Class 23 contains 5811 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 11457 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 856691 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 3127 members 
Mstep: Class 30 contains 14526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142733248.000000 Penalty: 107249.625000
Iteration 59Q: 31 clusters Score -1.427332e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 18953 members 
Mstep: Class 4 contains 33833 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 7666 members 
Mstep: Class 7 contains 9023 members 
Mstep: Class 8 contains 19494 members 
Mstep: Class 9 contains 26796 members 
Mstep: Class 10 contains 264271 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 27399 members 
Mstep: Class 13 contains 11090 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 34109 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53594 members 
Mstep: Class 19 contains 6777 members 
Mstep: Class 20 contains 270247 members 
Mstep: Class 21 contains 33310 members 
Mstep: Class 22 contains 5355 members 
Mstep: Class 23 contains 5859 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 11614 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 855836 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 14535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142733872.000000 Penalty: 107249.625000
Iteration 60F: 31 clusters Score -1.427339e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 21213 members 
Mstep: Class 3 contains 18992 members 
Mstep: Class 4 contains 33870 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7667 members 
Mstep: Class 7 contains 8946 members 
Mstep: Class 8 contains 19464 members 
Mstep: Class 9 contains 26627 members 
Mstep: Class 10 contains 264862 members 
Mstep: Class 11 contains 19216 members 
Mstep: Class 12 contains 27390 members 
Mstep: Class 13 contains 11085 members 
Mstep: Class 14 contains 18250 members 
Mstep: Class 15 contains 34210 members 
Mstep: Class 16 contains 2439 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53581 members 
Mstep: Class 19 contains 6861 members 
Mstep: Class 20 contains 270250 members 
Mstep: Class 21 contains 33215 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 5963 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 11779 members 
Mstep: Class 26 contains 4939 members 
Mstep: Class 27 contains 855032 members 
Mstep: Class 28 contains 2181 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 14547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734272.000000 Penalty: 107249.625000
Iteration 61Q: 31 clusters Score -1.427343e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 21219 members 
Mstep: Class 3 contains 19037 members 
Mstep: Class 4 contains 33907 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 7670 members 
Mstep: Class 7 contains 8884 members 
Mstep: Class 8 contains 19452 members 
Mstep: Class 9 contains 26473 members 
Mstep: Class 10 contains 265378 members 
Mstep: Class 11 contains 19224 members 
Mstep: Class 12 contains 27386 members 
Mstep: Class 13 contains 11092 members 
Mstep: Class 14 contains 18327 members 
Mstep: Class 15 contains 34290 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53576 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 270196 members 
Mstep: Class 21 contains 33129 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6040 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 11943 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 854334 members 
Mstep: Class 28 contains 2139 members 
Mstep: Class 29 contains 3157 members 
Mstep: Class 30 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734880.000000 Penalty: 107249.625000
Iteration 62Q: 31 clusters Score -1.427349e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 21224 members 
Mstep: Class 3 contains 19075 members 
Mstep: Class 4 contains 33947 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 7671 members 
Mstep: Class 7 contains 8832 members 
Mstep: Class 8 contains 19433 members 
Mstep: Class 9 contains 26317 members 
Mstep: Class 10 contains 265819 members 
Mstep: Class 11 contains 19227 members 
Mstep: Class 12 contains 27364 members 
Mstep: Class 13 contains 11092 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 34350 members 
Mstep: Class 16 contains 2463 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53564 members 
Mstep: Class 19 contains 6988 members 
Mstep: Class 20 contains 270175 members 
Mstep: Class 21 contains 33077 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6102 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 12101 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 853723 members 
Mstep: Class 28 contains 2107 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 14573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734928.000000 Penalty: 107249.625000
Iteration 63Q: 31 clusters Score -1.427349e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 21232 members 
Mstep: Class 3 contains 19091 members 
Mstep: Class 4 contains 33981 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 7674 members 
Mstep: Class 7 contains 8778 members 
Mstep: Class 8 contains 19421 members 
Mstep: Class 9 contains 26168 members 
Mstep: Class 10 contains 266267 members 
Mstep: Class 11 contains 19240 members 
Mstep: Class 12 contains 27339 members 
Mstep: Class 13 contains 11089 members 
Mstep: Class 14 contains 18454 members 
Mstep: Class 15 contains 34420 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 53547 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 270179 members 
Mstep: Class 21 contains 33007 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 12238 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 853127 members 
Mstep: Class 28 contains 2077 members 
Mstep: Class 29 contains 3170 members 
Mstep: Class 30 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734832.000000 Penalty: 107249.625000
Iteration 64Q: 31 clusters Score -1.427348e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 21238 members 
Mstep: Class 3 contains 19110 members 
Mstep: Class 4 contains 34010 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 7678 members 
Mstep: Class 7 contains 8728 members 
Mstep: Class 8 contains 19397 members 
Mstep: Class 9 contains 26051 members 
Mstep: Class 10 contains 266695 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 27315 members 
Mstep: Class 13 contains 11085 members 
Mstep: Class 14 contains 18501 members 
Mstep: Class 15 contains 34492 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 53516 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 20 contains 270173 members 
Mstep: Class 21 contains 32956 members 
Mstep: Class 22 contains 5335 members 
Mstep: Class 23 contains 6205 members 
Mstep: Class 24 contains 3660 members 
Mstep: Class 25 contains 12347 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 852578 members 
Mstep: Class 28 contains 2053 members 
Mstep: Class 29 contains 3173 members 
Mstep: Class 30 contains 14602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734896.000000 Penalty: 107249.625000
Iteration 65Q: 31 clusters Score -1.427349e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 21252 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 34038 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 7680 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 19391 members 
Mstep: Class 9 contains 25927 members 
Mstep: Class 10 contains 267071 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 27293 members 
Mstep: Class 13 contains 11081 members 
Mstep: Class 14 contains 18545 members 
Mstep: Class 15 contains 34538 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 53501 members 
Mstep: Class 19 contains 7217 members 
Mstep: Class 20 contains 270136 members 
Mstep: Class 21 contains 32904 members 
Mstep: Class 22 contains 5335 members 
Mstep: Class 23 contains 6234 members 
Mstep: Class 24 contains 3661 members 
Mstep: Class 25 contains 12463 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 852101 members 
Mstep: Class 28 contains 2039 members 
Mstep: Class 29 contains 3178 members 
Mstep: Class 30 contains 14616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734816.000000 Penalty: 107249.625000
Iteration 66Q: 31 clusters Score -1.427348e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 21257 members 
Mstep: Class 3 contains 19158 members 
Mstep: Class 4 contains 34064 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 7679 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 19387 members 
Mstep: Class 9 contains 25776 members 
Mstep: Class 10 contains 267395 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 27270 members 
Mstep: Class 13 contains 11079 members 
Mstep: Class 14 contains 18585 members 
Mstep: Class 15 contains 34584 members 
Mstep: Class 16 contains 2499 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 53466 members 
Mstep: Class 19 contains 7308 members 
Mstep: Class 20 contains 270119 members 
Mstep: Class 21 contains 32857 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 6260 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 12568 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 851684 members 
Mstep: Class 28 contains 2026 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 14628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735280.000000 Penalty: 107249.625000
Iteration 67Q: 31 clusters Score -1.427353e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 19182 members 
Mstep: Class 4 contains 34084 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 7681 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 19378 members 
Mstep: Class 9 contains 25626 members 
Mstep: Class 10 contains 267701 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 27245 members 
Mstep: Class 13 contains 11079 members 
Mstep: Class 14 contains 18626 members 
Mstep: Class 15 contains 34615 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 53434 members 
Mstep: Class 19 contains 7407 members 
Mstep: Class 20 contains 270104 members 
Mstep: Class 21 contains 32837 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 6283 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 851281 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 3200 members 
Mstep: Class 30 contains 14643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735520.000000 Penalty: 107249.625000
Iteration 68Q: 31 clusters Score -1.427355e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 21264 members 
Mstep: Class 3 contains 19191 members 
Mstep: Class 4 contains 34104 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 7684 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 19375 members 
Mstep: Class 9 contains 25489 members 
Mstep: Class 10 contains 267987 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 27234 members 
Mstep: Class 13 contains 11088 members 
Mstep: Class 14 contains 18670 members 
Mstep: Class 15 contains 34634 members 
Mstep: Class 16 contains 2513 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 53407 members 
Mstep: Class 19 contains 7508 members 
Mstep: Class 20 contains 270079 members 
Mstep: Class 21 contains 32805 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 3669 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 850908 members 
Mstep: Class 28 contains 2012 members 
Mstep: Class 29 contains 3204 members 
Mstep: Class 30 contains 14651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735648.000000 Penalty: 107249.625000
Iteration 69Q: 31 clusters Score -1.427356e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 21273 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 34120 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 7685 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 19373 members 
Mstep: Class 9 contains 25353 members 
Mstep: Class 10 contains 268238 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 27211 members 
Mstep: Class 13 contains 11094 members 
Mstep: Class 14 contains 18710 members 
Mstep: Class 15 contains 34640 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 18 contains 53381 members 
Mstep: Class 19 contains 7625 members 
Mstep: Class 20 contains 270059 members 
Mstep: Class 21 contains 32783 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 12855 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 850568 members 
Mstep: Class 28 contains 2008 members 
Mstep: Class 29 contains 3209 members 
Mstep: Class 30 contains 14653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735392.000000 Penalty: 107249.625000
Iteration 70Q: 31 clusters Score -1.427354e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 19226 members 
Mstep: Class 4 contains 34135 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 19371 members 
Mstep: Class 9 contains 25216 members 
Mstep: Class 10 contains 268488 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 27184 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 18749 members 
Mstep: Class 15 contains 34666 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53361 members 
Mstep: Class 19 contains 7735 members 
Mstep: Class 20 contains 270078 members 
Mstep: Class 21 contains 32764 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 3673 members 
Mstep: Class 25 contains 12939 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 850190 members 
Mstep: Class 28 contains 2002 members 
Mstep: Class 29 contains 3215 members 
Mstep: Class 30 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 31 clusters Score -1.427354e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 19239 members 
Mstep: Class 4 contains 34161 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 19364 members 
Mstep: Class 9 contains 25088 members 
Mstep: Class 10 contains 268738 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 27167 members 
Mstep: Class 13 contains 11100 members 
Mstep: Class 14 contains 18806 members 
Mstep: Class 15 contains 34679 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53336 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 270077 members 
Mstep: Class 21 contains 32762 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 3676 members 
Mstep: Class 25 contains 13020 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 849822 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 3230 members 
Mstep: Class 30 contains 14659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 31 clusters Score -1.427358e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 21272 members 
Mstep: Class 3 contains 19244 members 
Mstep: Class 4 contains 34184 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 8497 members 
Mstep: Class 8 contains 19353 members 
Mstep: Class 9 contains 24996 members 
Mstep: Class 10 contains 268972 members 
Mstep: Class 11 contains 19285 members 
Mstep: Class 12 contains 27140 members 
Mstep: Class 13 contains 11099 members 
Mstep: Class 14 contains 18853 members 
Mstep: Class 15 contains 34691 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53312 members 
Mstep: Class 19 contains 7891 members 
Mstep: Class 20 contains 270097 members 
Mstep: Class 21 contains 32752 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 6392 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 849496 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 3241 members 
Mstep: Class 30 contains 14666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 31 clusters Score -1.427358e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 21272 members 
Mstep: Class 3 contains 19260 members 
Mstep: Class 4 contains 34210 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 8472 members 
Mstep: Class 8 contains 19344 members 
Mstep: Class 9 contains 24900 members 
Mstep: Class 10 contains 269208 members 
Mstep: Class 11 contains 19292 members 
Mstep: Class 12 contains 27117 members 
Mstep: Class 13 contains 11101 members 
Mstep: Class 14 contains 18880 members 
Mstep: Class 15 contains 34701 members 
Mstep: Class 16 contains 2528 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53286 members 
Mstep: Class 19 contains 7971 members 
Mstep: Class 20 contains 270122 members 
Mstep: Class 21 contains 32731 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 13128 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 849193 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 3257 members 
Mstep: Class 30 contains 14673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 31 clusters Score -1.427359e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 21274 members 
Mstep: Class 3 contains 19270 members 
Mstep: Class 4 contains 34225 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 8458 members 
Mstep: Class 8 contains 19342 members 
Mstep: Class 9 contains 24817 members 
Mstep: Class 10 contains 269391 members 
Mstep: Class 11 contains 19296 members 
Mstep: Class 12 contains 27100 members 
Mstep: Class 13 contains 11117 members 
Mstep: Class 14 contains 18914 members 
Mstep: Class 15 contains 34724 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 53254 members 
Mstep: Class 19 contains 8031 members 
Mstep: Class 20 contains 270153 members 
Mstep: Class 21 contains 32700 members 
Mstep: Class 22 contains 5339 members 
Mstep: Class 23 contains 6411 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 13166 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848923 members 
Mstep: Class 28 contains 1986 members 
Mstep: Class 29 contains 3275 members 
Mstep: Class 30 contains 14678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 31 clusters Score -1.42736e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 21276 members 
Mstep: Class 3 contains 19289 members 
Mstep: Class 4 contains 34240 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 7689 members 
Mstep: Class 7 contains 8440 members 
Mstep: Class 8 contains 19342 members 
Mstep: Class 9 contains 24722 members 
Mstep: Class 10 contains 269564 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 27078 members 
Mstep: Class 13 contains 11138 members 
Mstep: Class 14 contains 18952 members 
Mstep: Class 15 contains 34748 members 
Mstep: Class 16 contains 2533 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 53223 members 
Mstep: Class 19 contains 8082 members 
Mstep: Class 20 contains 270177 members 
Mstep: Class 21 contains 32679 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 6417 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 13210 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848666 members 
Mstep: Class 28 contains 1979 members 
Mstep: Class 29 contains 3288 members 
Mstep: Class 30 contains 14683 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 31 clusters Score -1.427363e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 19303 members 
Mstep: Class 4 contains 34258 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8419 members 
Mstep: Class 8 contains 19347 members 
Mstep: Class 9 contains 24607 members 
Mstep: Class 10 contains 269714 members 
Mstep: Class 11 contains 19306 members 
Mstep: Class 12 contains 27050 members 
Mstep: Class 13 contains 11160 members 
Mstep: Class 14 contains 18990 members 
Mstep: Class 15 contains 34762 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 53196 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 270202 members 
Mstep: Class 21 contains 32661 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 13259 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848424 members 
Mstep: Class 28 contains 1971 members 
Mstep: Class 29 contains 3307 members 
Mstep: Class 30 contains 14693 members 
Entering Unmasked Estep 
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Iteration 77Q: 31 clusters Score -1.427364e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 21271 members 
Mstep: Class 3 contains 19312 members 
Mstep: Class 4 contains 34280 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 19352 members 
Mstep: Class 9 contains 24495 members 
Mstep: Class 10 contains 269844 members 
Mstep: Class 11 contains 19310 members 
Mstep: Class 12 contains 27022 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 19027 members 
Mstep: Class 15 contains 34787 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 53174 members 
Mstep: Class 19 contains 8219 members 
Mstep: Class 20 contains 270219 members 
Mstep: Class 21 contains 32640 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6437 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848227 members 
Mstep: Class 28 contains 1962 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 14699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142736640.000000 Penalty: 107249.625000
Iteration 78Q: 31 clusters Score -1.427366e+08 nChanged 615
Entering ConstructFrom: 
Score: -142736640.000000 Penalty: 107249.625000
Entering ConstructFrom: 
Trying to split cluster 1 (27344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Entering Unmasked Estep 
Score: -2272999.750000 Penalty: 2533.630615
	Iteration 0F: 2 clusters Score -2273000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2254311.500000 Penalty: 5067.261230
	Iteration 0F: 3 clusters Score -2254312 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2261163.000000 Penalty: 5067.261230
	Iteration 1F: 3 clusters Score -2261163 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2261900.500000 Penalty: 5067.261230
	Iteration 2F: 3 clusters Score -2261900 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2262802.000000 Penalty: 5067.261230
	Iteration 3F: 3 clusters Score -2262802 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2263947.250000 Penalty: 5067.261230
	Iteration 4F: 3 clusters Score -2263947 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2265270.250000 Penalty: 5067.261230
	Iteration 5F: 3 clusters Score -2265270 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2266680.500000 Penalty: 5067.261230
	Iteration 6F: 3 clusters Score -2266680 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2267975.750000 Penalty: 5067.261230
	Iteration 7F: 3 clusters Score -2267976 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2268997.000000 Penalty: 5067.261230
	Iteration 8Q: 3 clusters Score -2268997 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2269627.250000 Penalty: 5067.261230
	Iteration 9Q: 3 clusters Score -2269627 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2269977.750000 Penalty: 5067.261230
	Iteration 10Q: 3 clusters Score -2269978 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2270157.250000 Penalty: 5067.261230
	Iteration 11Q: 3 clusters Score -2270157 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2270280.750000 Penalty: 5067.261230
	Iteration 12Q: 3 clusters Score -2270281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2270358.000000 Penalty: 5067.261230
	Iteration 13Q: 3 clusters Score -2270358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2270420.250000 Penalty: 5067.261230
	Iteration 14Q: 3 clusters Score -2270420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2270456.750000 Penalty: 5067.261230
	Iteration 15Q: 3 clusters Score -2270457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2270472.000000 Penalty: 5067.261230
	Iteration 16Q: 3 clusters Score -2270472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -2270498.000000 Penalty: 5067.261230
	Iteration 17Q: 3 clusters Score -2270498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2270520.500000 Penalty: 5067.261230
	Iteration 18Q: 3 clusters Score -2270520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2270546.500000 Penalty: 5067.261230
	Iteration 19Q: 3 clusters Score -2270546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -2270566.000000 Penalty: 5067.261230
	Iteration 20F: 3 clusters Score -2270566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -2270584.000000 Penalty: 5067.261230
	Iteration 21Q: 3 clusters Score -2270584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2270603.000000 Penalty: 5067.261230
	Iteration 22Q: 3 clusters Score -2270603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2270614.500000 Penalty: 5067.261230
	Iteration 23Q: 3 clusters Score -2270614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2270622.500000 Penalty: 5067.261230
	Iteration 24Q: 3 clusters Score -2270622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2270632.000000 Penalty: 5067.261230
	Iteration 25Q: 3 clusters Score -2270632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2270643.250000 Penalty: 5067.261230
	Iteration 26Q: 3 clusters Score -2270643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2270662.500000 Penalty: 5067.261230
	Iteration 27Q: 3 clusters Score -2270662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -2270674.000000 Penalty: 5067.261230
	Iteration 28Q: 3 clusters Score -2270674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2270684.000000 Penalty: 5067.261230
	Iteration 29Q: 3 clusters Score -2270684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2270695.500000 Penalty: 5067.261230
	Iteration 30Q: 3 clusters Score -2270696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -2270697.000000 Penalty: 5067.261230
	Iteration 31Q: 3 clusters Score -2270697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2270698.500000 Penalty: 5067.261230
	Iteration 32Q: 3 clusters Score -2270698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2270702.250000 Penalty: 5067.261230
	Iteration 33Q: 3 clusters Score -2270702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2270709.000000 Penalty: 5067.261230
	Iteration 34Q: 3 clusters Score -2270709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2270716.000000 Penalty: 5067.261230
	Iteration 35Q: 3 clusters Score -2270716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -2270714.250000 Penalty: 5067.261230
	Iteration 36Q: 3 clusters Score -2270714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2270716.250000 Penalty: 5067.261230
	Iteration 37Q: 3 clusters Score -2270716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2270718.250000 Penalty: 5067.261230
	Iteration 38Q: 3 clusters Score -2270718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -2270717.500000 Penalty: 5067.261230
	Iteration 39Q: 3 clusters Score -2270718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2270721.750000 Penalty: 5067.261230
	Iteration 40F: 3 clusters Score -2270722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2270723.500000 Penalty: 5067.261230
	Iteration 41Q: 3 clusters Score -2270724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2270721.750000 Penalty: 5067.261230
	Iteration 42Q: 3 clusters Score -2270722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2270723.500000 Penalty: 5067.261230
	Iteration 43Q: 3 clusters Score -2270724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2270723.250000 Penalty: 5067.261230
	Iteration 44Q: 3 clusters Score -2270723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2270724.500000 Penalty: 5067.261230
	Iteration 45Q: 3 clusters Score -2270724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2270725.250000 Penalty: 5067.261230
	Iteration 46Q: 3 clusters Score -2270725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2270727.750000 Penalty: 5067.261230
	Iteration 47Q: 3 clusters Score -2270728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2270725.750000 Penalty: 5067.261230
	Iteration 48Q: 3 clusters Score -2270726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -2270731.250000 Penalty: 5067.261230
	Iteration 49Q: 3 clusters Score -2270731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2270734.750000 Penalty: 5067.261230
	Iteration 50Q: 3 clusters Score -2270735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -2270736.000000 Penalty: 5067.261230
	Iteration 51Q: 3 clusters Score -2270736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -2270739.000000 Penalty: 5067.261230
	Iteration 52Q: 3 clusters Score -2270739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2270744.250000 Penalty: 5067.261230
	Iteration 53Q: 3 clusters Score -2270744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2270745.250000 Penalty: 5067.261230
	Iteration 54Q: 3 clusters Score -2270745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -2270745.250000 Penalty: 5067.261230
	Iteration 55Q: 3 clusters Score -2270745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -2270745.250000 Penalty: 5067.261230
	Iteration 56F: 3 clusters Score -2270745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Entering Unmasked Estep 
Score: -1661955.750000 Penalty: 2471.426514
	Iteration 0F: 2 clusters Score -1661956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1647083.750000 Penalty: 4942.853027
	Iteration 0F: 3 clusters Score -1647084 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1652598.125000 Penalty: 4942.853027
	Iteration 1F: 3 clusters Score -1652598 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1653582.125000 Penalty: 4942.853027
	Iteration 2F: 3 clusters Score -1653582 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1654603.250000 Penalty: 4942.853027
	Iteration 3F: 3 clusters Score -1654603 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1655654.625000 Penalty: 4942.853027
	Iteration 4F: 3 clusters Score -1655655 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1656692.125000 Penalty: 4942.853027
	Iteration 5F: 3 clusters Score -1656692 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1657548.375000 Penalty: 4942.853027
	Iteration 6F: 3 clusters Score -1657548 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1658107.000000 Penalty: 4942.853027
	Iteration 7Q: 3 clusters Score -1658107 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1658480.875000 Penalty: 4942.853027
	Iteration 8Q: 3 clusters Score -1658481 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1658756.250000 Penalty: 4942.853027
	Iteration 9Q: 3 clusters Score -1658756 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1658962.125000 Penalty: 4942.853027
	Iteration 10Q: 3 clusters Score -1658962 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1659133.875000 Penalty: 4942.853027
	Iteration 11Q: 3 clusters Score -1659134 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1659291.125000 Penalty: 4942.853027
	Iteration 12Q: 3 clusters Score -1659291 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1659443.875000 Penalty: 4942.853027
	Iteration 13Q: 3 clusters Score -1659444 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1659573.625000 Penalty: 4942.853027
	Iteration 14Q: 3 clusters Score -1659574 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1659666.250000 Penalty: 4942.853027
	Iteration 15Q: 3 clusters Score -1659666 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1659739.375000 Penalty: 4942.853027
	Iteration 16Q: 3 clusters Score -1659739 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1659807.375000 Penalty: 4942.853027
	Iteration 17Q: 3 clusters Score -1659807 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1659897.750000 Penalty: 4942.853027
	Iteration 18Q: 3 clusters Score -1659898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1659973.125000 Penalty: 4942.853027
	Iteration 19Q: 3 clusters Score -1659973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1660042.500000 Penalty: 4942.853027
	Iteration 20F: 3 clusters Score -1660042 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1660107.875000 Penalty: 4942.853027
	Iteration 21Q: 3 clusters Score -1660108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1660187.750000 Penalty: 4942.853027
	Iteration 22Q: 3 clusters Score -1660188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1660287.375000 Penalty: 4942.853027
	Iteration 23Q: 3 clusters Score -1660287 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1660396.625000 Penalty: 4942.853027
	Iteration 24Q: 3 clusters Score -1660397 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1660484.000000 Penalty: 4942.853027
	Iteration 25Q: 3 clusters Score -1660484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1660517.625000 Penalty: 4942.853027
	Iteration 26Q: 3 clusters Score -1660518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1660536.375000 Penalty: 4942.853027
	Iteration 27Q: 3 clusters Score -1660536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1660546.875000 Penalty: 4942.853027
	Iteration 28Q: 3 clusters Score -1660547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1660549.625000 Penalty: 4942.853027
	Iteration 29Q: 3 clusters Score -1660550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1660557.500000 Penalty: 4942.853027
	Iteration 30Q: 3 clusters Score -1660558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1660559.875000 Penalty: 4942.853027
	Iteration 31Q: 3 clusters Score -1660560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1660558.625000 Penalty: 4942.853027
	Iteration 32Q: 3 clusters Score -1660559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1660560.375000 Penalty: 4942.853027
	Iteration 33Q: 3 clusters Score -1660560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1660561.250000 Penalty: 4942.853027
	Iteration 34Q: 3 clusters Score -1660561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1660562.500000 Penalty: 4942.853027
	Iteration 35Q: 3 clusters Score -1660562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1660560.625000 Penalty: 4942.853027
	Iteration 36Q: 3 clusters Score -1660561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1660562.125000 Penalty: 4942.853027
	Iteration 37Q: 3 clusters Score -1660562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1660562.125000 Penalty: 4942.853027
	Iteration 38F: 3 clusters Score -1660562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Entering Unmasked Estep 
Score: -1345056.125000 Penalty: 2447.550537
	Iteration 0F: 2 clusters Score -1345056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1331436.625000 Penalty: 4895.101074
	Iteration 0F: 3 clusters Score -1331437 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1336144.500000 Penalty: 4895.101074
	Iteration 1F: 3 clusters Score -1336144 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1336647.250000 Penalty: 4895.101074
	Iteration 2F: 3 clusters Score -1336647 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1337115.125000 Penalty: 4895.101074
	Iteration 3F: 3 clusters Score -1337115 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1337577.250000 Penalty: 4895.101074
	Iteration 4Q: 3 clusters Score -1337577 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1338014.125000 Penalty: 4895.101074
	Iteration 5Q: 3 clusters Score -1338014 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1338469.250000 Penalty: 4895.101074
	Iteration 6Q: 3 clusters Score -1338469 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1338937.625000 Penalty: 4895.101074
	Iteration 7Q: 3 clusters Score -1338938 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1339435.500000 Penalty: 4895.101074
	Iteration 8Q: 3 clusters Score -1339436 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1339885.750000 Penalty: 4895.101074
	Iteration 9Q: 3 clusters Score -1339886 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1340269.125000 Penalty: 4895.101074
	Iteration 10Q: 3 clusters Score -1340269 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1340572.125000 Penalty: 4895.101074
	Iteration 11Q: 3 clusters Score -1340572 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1340749.875000 Penalty: 4895.101074
	Iteration 12Q: 3 clusters Score -1340750 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1340855.875000 Penalty: 4895.101074
	Iteration 13Q: 3 clusters Score -1340856 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1340927.625000 Penalty: 4895.101074
	Iteration 14Q: 3 clusters Score -1340928 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1340979.000000 Penalty: 4895.101074
	Iteration 15Q: 3 clusters Score -1340979 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1341017.375000 Penalty: 4895.101074
	Iteration 16Q: 3 clusters Score -1341017 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1341041.375000 Penalty: 4895.101074
	Iteration 17Q: 3 clusters Score -1341041 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1341056.750000 Penalty: 4895.101074
	Iteration 18Q: 3 clusters Score -1341057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1341061.625000 Penalty: 4895.101074
	Iteration 19Q: 3 clusters Score -1341062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1341071.125000 Penalty: 4895.101074
	Iteration 20F: 3 clusters Score -1341071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1341088.625000 Penalty: 4895.101074
	Iteration 21Q: 3 clusters Score -1341089 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1341097.625000 Penalty: 4895.101074
	Iteration 22Q: 3 clusters Score -1341098 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1341103.375000 Penalty: 4895.101074
	Iteration 23Q: 3 clusters Score -1341103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1341114.500000 Penalty: 4895.101074
	Iteration 24Q: 3 clusters Score -1341114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1341123.250000 Penalty: 4895.101074
	Iteration 25Q: 3 clusters Score -1341123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1341134.375000 Penalty: 4895.101074
	Iteration 26Q: 3 clusters Score -1341134 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1341146.625000 Penalty: 4895.101074
	Iteration 27Q: 3 clusters Score -1341147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1341168.125000 Penalty: 4895.101074
	Iteration 28Q: 3 clusters Score -1341168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1341178.125000 Penalty: 4895.101074
	Iteration 29Q: 3 clusters Score -1341178 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1341192.000000 Penalty: 4895.101074
	Iteration 30Q: 3 clusters Score -1341192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1341195.000000 Penalty: 4895.101074
	Iteration 31Q: 3 clusters Score -1341195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1341204.500000 Penalty: 4895.101074
	Iteration 32Q: 3 clusters Score -1341204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1341216.375000 Penalty: 4895.101074
	Iteration 33Q: 3 clusters Score -1341216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1341221.000000 Penalty: 4895.101074
	Iteration 34Q: 3 clusters Score -1341221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1341237.250000 Penalty: 4895.101074
	Iteration 35Q: 3 clusters Score -1341237 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1341250.500000 Penalty: 4895.101074
	Iteration 36Q: 3 clusters Score -1341250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1341260.750000 Penalty: 4895.101074
	Iteration 37Q: 3 clusters Score -1341261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1341269.125000 Penalty: 4895.101074
	Iteration 38Q: 3 clusters Score -1341269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1341282.250000 Penalty: 4895.101074
	Iteration 39Q: 3 clusters Score -1341282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1341296.000000 Penalty: 4895.101074
	Iteration 40F: 3 clusters Score -1341296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1341308.000000 Penalty: 4895.101074
	Iteration 41Q: 3 clusters Score -1341308 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1341322.000000 Penalty: 4895.101074
	Iteration 42Q: 3 clusters Score -1341322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1341332.125000 Penalty: 4895.101074
	Iteration 43Q: 3 clusters Score -1341332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1341342.500000 Penalty: 4895.101074
	Iteration 44Q: 3 clusters Score -1341342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1341353.250000 Penalty: 4895.101074
	Iteration 45Q: 3 clusters Score -1341353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1341358.750000 Penalty: 4895.101074
	Iteration 46Q: 3 clusters Score -1341359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1341370.125000 Penalty: 4895.101074
	Iteration 47Q: 3 clusters Score -1341370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1341381.750000 Penalty: 4895.101074
	Iteration 48Q: 3 clusters Score -1341382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1341388.250000 Penalty: 4895.101074
	Iteration 49Q: 3 clusters Score -1341388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1341399.375000 Penalty: 4895.101074
	Iteration 50Q: 3 clusters Score -1341399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1341408.750000 Penalty: 4895.101074
	Iteration 51Q: 3 clusters Score -1341409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1341420.375000 Penalty: 4895.101074
	Iteration 52Q: 3 clusters Score -1341420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1341428.625000 Penalty: 4895.101074
	Iteration 53Q: 3 clusters Score -1341429 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1341445.875000 Penalty: 4895.101074
	Iteration 54Q: 3 clusters Score -1341446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1341451.375000 Penalty: 4895.101074
	Iteration 55Q: 3 clusters Score -1341451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1341454.875000 Penalty: 4895.101074
	Iteration 56Q: 3 clusters Score -1341455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1341464.000000 Penalty: 4895.101074
	Iteration 57Q: 3 clusters Score -1341464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1341468.000000 Penalty: 4895.101074
	Iteration 58Q: 3 clusters Score -1341468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1341479.375000 Penalty: 4895.101074
	Iteration 59Q: 3 clusters Score -1341479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1341481.375000 Penalty: 4895.101074
	Iteration 60F: 3 clusters Score -1341481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1341489.500000 Penalty: 4895.101074
	Iteration 61Q: 3 clusters Score -1341490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1341492.250000 Penalty: 4895.101074
	Iteration 62Q: 3 clusters Score -1341492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1341499.625000 Penalty: 4895.101074
	Iteration 63Q: 3 clusters Score -1341500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1341505.875000 Penalty: 4895.101074
	Iteration 64Q: 3 clusters Score -1341506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1341504.875000 Penalty: 4895.101074
	Iteration 65Q: 3 clusters Score -1341505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1341504.000000 Penalty: 4895.101074
	Iteration 66Q: 3 clusters Score -1341504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1341505.125000 Penalty: 4895.101074
	Iteration 67Q: 3 clusters Score -1341505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1341511.500000 Penalty: 4895.101074
	Iteration 68Q: 3 clusters Score -1341512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1341513.375000 Penalty: 4895.101074
	Iteration 69Q: 3 clusters Score -1341513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1341513.750000 Penalty: 4895.101074
	Iteration 70Q: 3 clusters Score -1341514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1341520.250000 Penalty: 4895.101074
	Iteration 71Q: 3 clusters Score -1341520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1341526.125000 Penalty: 4895.101074
	Iteration 72Q: 3 clusters Score -1341526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1341530.125000 Penalty: 4895.101074
	Iteration 73Q: 3 clusters Score -1341530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1341532.000000 Penalty: 4895.101074
	Iteration 74Q: 3 clusters Score -1341532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1341537.875000 Penalty: 4895.101074
	Iteration 75Q: 3 clusters Score -1341538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1341536.375000 Penalty: 4895.101074
	Iteration 76Q: 3 clusters Score -1341536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1341538.875000 Penalty: 4895.101074
	Iteration 77Q: 3 clusters Score -1341539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1341541.375000 Penalty: 4895.101074
	Iteration 78Q: 3 clusters Score -1341541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1341541.125000 Penalty: 4895.101074
	Iteration 79Q: 3 clusters Score -1341541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1341539.500000 Penalty: 4895.101074
	Iteration 80F: 3 clusters Score -1341540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1341539.875000 Penalty: 4895.101074
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 8286 members 
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	Iteration 82Q: 3 clusters Score -1341543 nChanged 10
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Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1341544 nChanged 11
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Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1341544 nChanged 11
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Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1341546 nChanged 14
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Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1341544 nChanged 15
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1341549 nChanged 21
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Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8216 members 
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	Iteration 88Q: 3 clusters Score -1341554 nChanged 12
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Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1341552 nChanged 23
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Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 8193 members 
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	Iteration 90Q: 3 clusters Score -1341552 nChanged 26
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Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8175 members 
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	Iteration 91Q: 3 clusters Score -1341554 nChanged 24
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Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8155 members 
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	Iteration 92Q: 3 clusters Score -1341551 nChanged 35
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Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 8130 members 
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	Iteration 93Q: 3 clusters Score -1341556 nChanged 32
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Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1341563 nChanged 36
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Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 8084 members 
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Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1341567 nChanged 31
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8029 members 
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	Iteration 97Q: 3 clusters Score -1341572 nChanged 27
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Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 8006 members 
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	Iteration 98Q: 3 clusters Score -1341578 nChanged 23
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Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7985 members 
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Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7962 members 
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	Iteration 100F: 3 clusters Score -1341582 nChanged 22
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Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7940 members 
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Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 7922 members 
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	Iteration 102Q: 3 clusters Score -1341587 nChanged 23
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Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 7903 members 
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	Iteration 103Q: 3 clusters Score -1341590 nChanged 30
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Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7879 members 
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Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7850 members 
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	Iteration 105Q: 3 clusters Score -1341596 nChanged 31
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Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 7733 members 
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Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 7682 members 
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	Iteration 109Q: 3 clusters Score -1341620 nChanged 57
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Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 7637 members 
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Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7586 members 
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Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 7521 members 
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Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 7467 members 
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Mstep: Class 2 contains 7371 members 
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Mstep: Class 2 contains 7312 members 
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Mstep: Class 2 contains 7199 members 
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Mstep: Class 2 contains 7141 members 
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	Iteration 120F: 3 clusters Score -1341759 nChanged 95
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Mstep: Class 1 contains 12425 members 
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Mstep: Class 1 contains 12775 members 
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Mstep: Class 1 contains 12905 members 
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	Iteration 126Q: 3 clusters Score -1341967 nChanged 147
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	Iteration 127Q: 3 clusters Score -1342012 nChanged 169
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	Iteration 140F: 3 clusters Score -1342531 nChanged 116
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Entering Unmasked Estep 
Score: -1343268.000000 Penalty: 4895.101074
	Iteration 175Q: 3 clusters Score -1343268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1343276.250000 Penalty: 4895.101074
	Iteration 176Q: 3 clusters Score -1343276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1343288.125000 Penalty: 4895.101074
	Iteration 177Q: 3 clusters Score -1343288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1343302.875000 Penalty: 4895.101074
	Iteration 178Q: 3 clusters Score -1343303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1343311.125000 Penalty: 4895.101074
	Iteration 179Q: 3 clusters Score -1343311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1343320.250000 Penalty: 4895.101074
	Iteration 180F: 3 clusters Score -1343320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1343322.250000 Penalty: 4895.101074
	Iteration 181Q: 3 clusters Score -1343322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1343333.250000 Penalty: 4895.101074
	Iteration 182Q: 3 clusters Score -1343333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1343341.375000 Penalty: 4895.101074
	Iteration 183Q: 3 clusters Score -1343341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1343354.750000 Penalty: 4895.101074
	Iteration 184Q: 3 clusters Score -1343355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1343368.000000 Penalty: 4895.101074
	Iteration 185Q: 3 clusters Score -1343368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1343376.125000 Penalty: 4895.101074
	Iteration 186Q: 3 clusters Score -1343376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1343387.125000 Penalty: 4895.101074
	Iteration 187Q: 3 clusters Score -1343387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1343396.125000 Penalty: 4895.101074
	Iteration 188Q: 3 clusters Score -1343396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1343407.000000 Penalty: 4895.101074
	Iteration 189Q: 3 clusters Score -1343407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1343417.875000 Penalty: 4895.101074
	Iteration 190Q: 3 clusters Score -1343418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1343425.750000 Penalty: 4895.101074
	Iteration 191Q: 3 clusters Score -1343426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1343437.625000 Penalty: 4895.101074
	Iteration 192Q: 3 clusters Score -1343438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1343441.750000 Penalty: 4895.101074
	Iteration 193Q: 3 clusters Score -1343442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1343446.750000 Penalty: 4895.101074
	Iteration 194Q: 3 clusters Score -1343447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1343452.250000 Penalty: 4895.101074
	Iteration 195Q: 3 clusters Score -1343452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1343458.250000 Penalty: 4895.101074
	Iteration 196Q: 3 clusters Score -1343458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1343459.875000 Penalty: 4895.101074
	Iteration 197Q: 3 clusters Score -1343460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1343463.625000 Penalty: 4895.101074
	Iteration 198Q: 3 clusters Score -1343464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1343465.375000 Penalty: 4895.101074
	Iteration 199Q: 3 clusters Score -1343465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1343467.000000 Penalty: 4895.101074
	Iteration 200F: 3 clusters Score -1343467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1343469.250000 Penalty: 4895.101074
	Iteration 201Q: 3 clusters Score -1343469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1343472.250000 Penalty: 4895.101074
	Iteration 202Q: 3 clusters Score -1343472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1343480.000000 Penalty: 4895.101074
	Iteration 203Q: 3 clusters Score -1343480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1343483.125000 Penalty: 4895.101074
	Iteration 204Q: 3 clusters Score -1343483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1343483.125000 Penalty: 4895.101074
	Iteration 205Q: 3 clusters Score -1343483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1343483.000000 Penalty: 4895.101074
	Iteration 206Q: 3 clusters Score -1343483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1343484.250000 Penalty: 4895.101074
	Iteration 207Q: 3 clusters Score -1343484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1343487.625000 Penalty: 4895.101074
	Iteration 208Q: 3 clusters Score -1343488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1343487.000000 Penalty: 4895.101074
	Iteration 209Q: 3 clusters Score -1343487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1343487.125000 Penalty: 4895.101074
	Iteration 210Q: 3 clusters Score -1343487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1343486.375000 Penalty: 4895.101074
	Iteration 211Q: 3 clusters Score -1343486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1343486.375000 Penalty: 4895.101074
	Iteration 212F: 3 clusters Score -1343486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Entering Unmasked Estep 
Score: -2842005.250000 Penalty: 2589.796143
	Iteration 0F: 2 clusters Score -2842005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2818577.750000 Penalty: 5179.592285
	Iteration 0F: 3 clusters Score -2818578 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2827138.000000 Penalty: 5179.592285
	Iteration 1F: 3 clusters Score -2827138 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2827572.750000 Penalty: 5179.592285
	Iteration 2Q: 3 clusters Score -2827573 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2827936.000000 Penalty: 5179.592285
	Iteration 3Q: 3 clusters Score -2827936 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2828283.500000 Penalty: 5179.592285
	Iteration 4Q: 3 clusters Score -2828284 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2828623.000000 Penalty: 5179.592285
	Iteration 5Q: 3 clusters Score -2828623 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2829078.500000 Penalty: 5179.592285
	Iteration 6Q: 3 clusters Score -2829078 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2829660.500000 Penalty: 5179.592285
	Iteration 7Q: 3 clusters Score -2829660 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2830479.250000 Penalty: 5179.592285
	Iteration 8Q: 3 clusters Score -2830479 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2831698.000000 Penalty: 5179.592285
	Iteration 9F: 3 clusters Score -2831698 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2833272.750000 Penalty: 5179.592285
	Iteration 10F: 3 clusters Score -2833273 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2835009.500000 Penalty: 5179.592285
	Iteration 11F: 3 clusters Score -2835010 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2836474.250000 Penalty: 5179.592285
	Iteration 12Q: 3 clusters Score -2836474 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2837348.500000 Penalty: 5179.592285
	Iteration 13Q: 3 clusters Score -2837348 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2837806.000000 Penalty: 5179.592285
	Iteration 14Q: 3 clusters Score -2837806 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -2838104.500000 Penalty: 5179.592285
	Iteration 15Q: 3 clusters Score -2838104 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2838339.750000 Penalty: 5179.592285
	Iteration 16Q: 3 clusters Score -2838340 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -2838527.250000 Penalty: 5179.592285
	Iteration 17Q: 3 clusters Score -2838527 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2838680.500000 Penalty: 5179.592285
	Iteration 18Q: 3 clusters Score -2838680 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -2838842.750000 Penalty: 5179.592285
	Iteration 19Q: 3 clusters Score -2838843 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -2838975.000000 Penalty: 5179.592285
	Iteration 20F: 3 clusters Score -2838975 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2839080.750000 Penalty: 5179.592285
	Iteration 21Q: 3 clusters Score -2839081 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -2839154.250000 Penalty: 5179.592285
	Iteration 22Q: 3 clusters Score -2839154 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -2839239.000000 Penalty: 5179.592285
	Iteration 23Q: 3 clusters Score -2839239 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -2839283.250000 Penalty: 5179.592285
	Iteration 24Q: 3 clusters Score -2839283 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -2839333.500000 Penalty: 5179.592285
	Iteration 25Q: 3 clusters Score -2839334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -2839386.250000 Penalty: 5179.592285
	Iteration 26Q: 3 clusters Score -2839386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2839444.750000 Penalty: 5179.592285
	Iteration 27Q: 3 clusters Score -2839445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -2839506.500000 Penalty: 5179.592285
	Iteration 28Q: 3 clusters Score -2839506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -2839549.500000 Penalty: 5179.592285
	Iteration 29Q: 3 clusters Score -2839550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -2839585.000000 Penalty: 5179.592285
	Iteration 30Q: 3 clusters Score -2839585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -2839606.750000 Penalty: 5179.592285
	Iteration 31Q: 3 clusters Score -2839607 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -2839650.000000 Penalty: 5179.592285
	Iteration 32Q: 3 clusters Score -2839650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -2839687.500000 Penalty: 5179.592285
	Iteration 33Q: 3 clusters Score -2839688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -2839727.250000 Penalty: 5179.592285
	Iteration 34Q: 3 clusters Score -2839727 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -2839758.000000 Penalty: 5179.592285
	Iteration 35Q: 3 clusters Score -2839758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -2839789.000000 Penalty: 5179.592285
	Iteration 36Q: 3 clusters Score -2839789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -2839816.250000 Penalty: 5179.592285
	Iteration 37Q: 3 clusters Score -2839816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -2839831.250000 Penalty: 5179.592285
	Iteration 38Q: 3 clusters Score -2839831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -2839841.750000 Penalty: 5179.592285
	Iteration 39Q: 3 clusters Score -2839842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -2839843.500000 Penalty: 5179.592285
	Iteration 40F: 3 clusters Score -2839844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -2839857.500000 Penalty: 5179.592285
	Iteration 41Q: 3 clusters Score -2839858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -2839874.250000 Penalty: 5179.592285
	Iteration 42Q: 3 clusters Score -2839874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -2839889.500000 Penalty: 5179.592285
	Iteration 43Q: 3 clusters Score -2839890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -2839897.250000 Penalty: 5179.592285
	Iteration 44Q: 3 clusters Score -2839897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -2839909.750000 Penalty: 5179.592285
	Iteration 45Q: 3 clusters Score -2839910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -2839911.000000 Penalty: 5179.592285
	Iteration 46Q: 3 clusters Score -2839911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -2839920.500000 Penalty: 5179.592285
	Iteration 47Q: 3 clusters Score -2839920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -2839931.500000 Penalty: 5179.592285
	Iteration 48Q: 3 clusters Score -2839932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -2839944.500000 Penalty: 5179.592285
	Iteration 49Q: 3 clusters Score -2839944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -2839949.250000 Penalty: 5179.592285
	Iteration 50Q: 3 clusters Score -2839949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -2839962.000000 Penalty: 5179.592285
	Iteration 51Q: 3 clusters Score -2839962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -2839973.250000 Penalty: 5179.592285
	Iteration 52Q: 3 clusters Score -2839973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -2839974.000000 Penalty: 5179.592285
	Iteration 53Q: 3 clusters Score -2839974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -2839980.250000 Penalty: 5179.592285
	Iteration 54Q: 3 clusters Score -2839980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -2839983.500000 Penalty: 5179.592285
	Iteration 55Q: 3 clusters Score -2839984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -2839988.750000 Penalty: 5179.592285
	Iteration 56Q: 3 clusters Score -2839989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2839989.500000 Penalty: 5179.592285
	Iteration 57Q: 3 clusters Score -2839990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -2839991.000000 Penalty: 5179.592285
	Iteration 58Q: 3 clusters Score -2839991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -2839997.500000 Penalty: 5179.592285
	Iteration 59Q: 3 clusters Score -2839998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -2839998.500000 Penalty: 5179.592285
	Iteration 60F: 3 clusters Score -2839998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -2840001.500000 Penalty: 5179.592285
	Iteration 61Q: 3 clusters Score -2840002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -2839998.000000 Penalty: 5179.592285
	Iteration 62Q: 3 clusters Score -2839998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -2839997.000000 Penalty: 5179.592285
	Iteration 63Q: 3 clusters Score -2839997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -2840000.250000 Penalty: 5179.592285
	Iteration 64Q: 3 clusters Score -2840000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -2839998.500000 Penalty: 5179.592285
	Iteration 65Q: 3 clusters Score -2839998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -2840001.750000 Penalty: 5179.592285
	Iteration 66Q: 3 clusters Score -2840002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -2839997.000000 Penalty: 5179.592285
	Iteration 67Q: 3 clusters Score -2839997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -2839997.750000 Penalty: 5179.592285
	Iteration 68Q: 3 clusters Score -2839998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -2839997.250000 Penalty: 5179.592285
	Iteration 69Q: 3 clusters Score -2839997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -2839999.000000 Penalty: 5179.592285
	Iteration 70Q: 3 clusters Score -2839999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -2839999.250000 Penalty: 5179.592285
	Iteration 71Q: 3 clusters Score -2839999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -2840001.250000 Penalty: 5179.592285
	Iteration 72Q: 3 clusters Score -2840001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -2840001.250000 Penalty: 5179.592285
	Iteration 73F: 3 clusters Score -2840001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -510196.843750 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -510196.8 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 3217 members 
Entering Unmasked Estep 
Score: -504807.843750 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -504807.8 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -506786.031250 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -506786 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -507420.562500 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -507420.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -507832.375000 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -507832.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -508102.343750 Penalty: 4347.666992
	Iteration 4F: 3 clusters Score -508102.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -508302.406250 Penalty: 4347.666992
	Iteration 5Q: 3 clusters Score -508302.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -508466.687500 Penalty: 4347.666992
	Iteration 6Q: 3 clusters Score -508466.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -508591.687500 Penalty: 4347.666992
	Iteration 7Q: 3 clusters Score -508591.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -508688.750000 Penalty: 4347.666992
	Iteration 8Q: 3 clusters Score -508688.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -508759.781250 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -508759.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -508807.468750 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -508807.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -508848.906250 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -508848.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -508879.656250 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -508879.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -508900.812500 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -508900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -508913.406250 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -508913.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -508922.968750 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -508923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -508931.687500 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -508931.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -508935.937500 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -508935.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -508945.687500 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -508945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -508952.843750 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -508952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -508956.687500 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -508956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -508957.468750 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -508957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -508957.968750 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -508958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -508959.718750 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -508959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -508959.718750 Penalty: 4347.666992
	Iteration 24F: 3 clusters Score -508959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Entering Unmasked Estep 
Score: -610349.000000 Penalty: 2219.023682
	Iteration 0F: 2 clusters Score -610349 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 3859 members 
Entering Unmasked Estep 
Score: -604157.312500 Penalty: 4438.047363
	Iteration 0F: 3 clusters Score -604157.3 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -605852.437500 Penalty: 4438.047363
	Iteration 1F: 3 clusters Score -605852.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -606060.625000 Penalty: 4438.047363
	Iteration 2F: 3 clusters Score -606060.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -606190.625000 Penalty: 4438.047363
	Iteration 3Q: 3 clusters Score -606190.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -606286.375000 Penalty: 4438.047363
	Iteration 4Q: 3 clusters Score -606286.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -606361.812500 Penalty: 4438.047363
	Iteration 5Q: 3 clusters Score -606361.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -606420.500000 Penalty: 4438.047363
	Iteration 6Q: 3 clusters Score -606420.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -606462.812500 Penalty: 4438.047363
	Iteration 7Q: 3 clusters Score -606462.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -606494.000000 Penalty: 4438.047363
	Iteration 8Q: 3 clusters Score -606494 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -606518.000000 Penalty: 4438.047363
	Iteration 9Q: 3 clusters Score -606518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -606543.312500 Penalty: 4438.047363
	Iteration 10Q: 3 clusters Score -606543.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -606566.812500 Penalty: 4438.047363
	Iteration 11Q: 3 clusters Score -606566.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -606584.187500 Penalty: 4438.047363
	Iteration 12Q: 3 clusters Score -606584.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -606604.312500 Penalty: 4438.047363
	Iteration 13Q: 3 clusters Score -606604.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -606629.125000 Penalty: 4438.047363
	Iteration 14Q: 3 clusters Score -606629.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -606657.562500 Penalty: 4438.047363
	Iteration 15Q: 3 clusters Score -606657.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -606686.687500 Penalty: 4438.047363
	Iteration 16Q: 3 clusters Score -606686.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -606724.750000 Penalty: 4438.047363
	Iteration 17Q: 3 clusters Score -606724.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -606755.312500 Penalty: 4438.047363
	Iteration 18Q: 3 clusters Score -606755.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -606789.937500 Penalty: 4438.047363
	Iteration 19Q: 3 clusters Score -606789.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -606826.750000 Penalty: 4438.047363
	Iteration 20F: 3 clusters Score -606826.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -606865.500000 Penalty: 4438.047363
	Iteration 21Q: 3 clusters Score -606865.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -606907.937500 Penalty: 4438.047363
	Iteration 22Q: 3 clusters Score -606907.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -606962.750000 Penalty: 4438.047363
	Iteration 23Q: 3 clusters Score -606962.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -607014.625000 Penalty: 4438.047363
	Iteration 24Q: 3 clusters Score -607014.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -607060.625000 Penalty: 4438.047363
	Iteration 25Q: 3 clusters Score -607060.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -607104.625000 Penalty: 4438.047363
	Iteration 26Q: 3 clusters Score -607104.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -607144.625000 Penalty: 4438.047363
	Iteration 27Q: 3 clusters Score -607144.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -607189.375000 Penalty: 4438.047363
	Iteration 28Q: 3 clusters Score -607189.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -607235.937500 Penalty: 4438.047363
	Iteration 29Q: 3 clusters Score -607235.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -607290.875000 Penalty: 4438.047363
	Iteration 30Q: 3 clusters Score -607290.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -607354.625000 Penalty: 4438.047363
	Iteration 31Q: 3 clusters Score -607354.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -607430.812500 Penalty: 4438.047363
	Iteration 32Q: 3 clusters Score -607430.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -607509.062500 Penalty: 4438.047363
	Iteration 33Q: 3 clusters Score -607509.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -607602.437500 Penalty: 4438.047363
	Iteration 34Q: 3 clusters Score -607602.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -607678.500000 Penalty: 4438.047363
	Iteration 35Q: 3 clusters Score -607678.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -607757.437500 Penalty: 4438.047363
	Iteration 36Q: 3 clusters Score -607757.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -607828.062500 Penalty: 4438.047363
	Iteration 37Q: 3 clusters Score -607828.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -607890.000000 Penalty: 4438.047363
	Iteration 38Q: 3 clusters Score -607890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -607960.625000 Penalty: 4438.047363
	Iteration 39Q: 3 clusters Score -607960.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -608025.250000 Penalty: 4438.047363
	Iteration 40F: 3 clusters Score -608025.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -608071.625000 Penalty: 4438.047363
	Iteration 41Q: 3 clusters Score -608071.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -608121.125000 Penalty: 4438.047363
	Iteration 42Q: 3 clusters Score -608121.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -608164.312500 Penalty: 4438.047363
	Iteration 43Q: 3 clusters Score -608164.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -608199.312500 Penalty: 4438.047363
	Iteration 44Q: 3 clusters Score -608199.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -608232.937500 Penalty: 4438.047363
	Iteration 45Q: 3 clusters Score -608232.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -608265.250000 Penalty: 4438.047363
	Iteration 46Q: 3 clusters Score -608265.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -608296.437500 Penalty: 4438.047363
	Iteration 47Q: 3 clusters Score -608296.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -608320.062500 Penalty: 4438.047363
	Iteration 48Q: 3 clusters Score -608320.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -608347.500000 Penalty: 4438.047363
	Iteration 49Q: 3 clusters Score -608347.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -608376.187500 Penalty: 4438.047363
	Iteration 50Q: 3 clusters Score -608376.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -608399.875000 Penalty: 4438.047363
	Iteration 51Q: 3 clusters Score -608399.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -608428.687500 Penalty: 4438.047363
	Iteration 52Q: 3 clusters Score -608428.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -608457.125000 Penalty: 4438.047363
	Iteration 53Q: 3 clusters Score -608457.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -608479.875000 Penalty: 4438.047363
	Iteration 54Q: 3 clusters Score -608479.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -608499.250000 Penalty: 4438.047363
	Iteration 55Q: 3 clusters Score -608499.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -608517.625000 Penalty: 4438.047363
	Iteration 56Q: 3 clusters Score -608517.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -608534.187500 Penalty: 4438.047363
	Iteration 57Q: 3 clusters Score -608534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -608545.250000 Penalty: 4438.047363
	Iteration 58Q: 3 clusters Score -608545.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -608556.562500 Penalty: 4438.047363
	Iteration 59Q: 3 clusters Score -608556.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -608569.812500 Penalty: 4438.047363
	Iteration 60F: 3 clusters Score -608569.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -608585.375000 Penalty: 4438.047363
	Iteration 61Q: 3 clusters Score -608585.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -608597.250000 Penalty: 4438.047363
	Iteration 62Q: 3 clusters Score -608597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -608608.937500 Penalty: 4438.047363
	Iteration 63Q: 3 clusters Score -608608.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -608614.562500 Penalty: 4438.047363
	Iteration 64Q: 3 clusters Score -608614.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -608622.312500 Penalty: 4438.047363
	Iteration 65Q: 3 clusters Score -608622.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -608629.500000 Penalty: 4438.047363
	Iteration 66Q: 3 clusters Score -608629.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -608630.687500 Penalty: 4438.047363
	Iteration 67Q: 3 clusters Score -608630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -608634.187500 Penalty: 4438.047363
	Iteration 68Q: 3 clusters Score -608634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -608636.750000 Penalty: 4438.047363
	Iteration 69Q: 3 clusters Score -608636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -608639.187500 Penalty: 4438.047363
	Iteration 70Q: 3 clusters Score -608639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -608639.875000 Penalty: 4438.047363
	Iteration 71Q: 3 clusters Score -608639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -608640.187500 Penalty: 4438.047363
	Iteration 72Q: 3 clusters Score -608640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -608641.250000 Penalty: 4438.047363
	Iteration 73Q: 3 clusters Score -608641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -608642.000000 Penalty: 4438.047363
	Iteration 74Q: 3 clusters Score -608642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -608643.000000 Penalty: 4438.047363
	Iteration 75Q: 3 clusters Score -608643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -608644.625000 Penalty: 4438.047363
	Iteration 76Q: 3 clusters Score -608644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -608646.437500 Penalty: 4438.047363
	Iteration 77Q: 3 clusters Score -608646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -608652.375000 Penalty: 4438.047363
	Iteration 78Q: 3 clusters Score -608652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -608655.312500 Penalty: 4438.047363
	Iteration 79Q: 3 clusters Score -608655.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -608660.062500 Penalty: 4438.047363
	Iteration 80F: 3 clusters Score -608660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -608665.875000 Penalty: 4438.047363
	Iteration 81Q: 3 clusters Score -608665.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -608672.000000 Penalty: 4438.047363
	Iteration 82Q: 3 clusters Score -608672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -608675.750000 Penalty: 4438.047363
	Iteration 83Q: 3 clusters Score -608675.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -608679.625000 Penalty: 4438.047363
	Iteration 84Q: 3 clusters Score -608679.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -608685.250000 Penalty: 4438.047363
	Iteration 85Q: 3 clusters Score -608685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -608688.375000 Penalty: 4438.047363
	Iteration 86Q: 3 clusters Score -608688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -608690.687500 Penalty: 4438.047363
	Iteration 87Q: 3 clusters Score -608690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -608692.375000 Penalty: 4438.047363
	Iteration 88Q: 3 clusters Score -608692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -608693.062500 Penalty: 4438.047363
	Iteration 89Q: 3 clusters Score -608693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -608693.250000 Penalty: 4438.047363
	Iteration 90Q: 3 clusters Score -608693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -608694.000000 Penalty: 4438.047363
	Iteration 91Q: 3 clusters Score -608694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -608696.312500 Penalty: 4438.047363
	Iteration 92Q: 3 clusters Score -608696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -608696.875000 Penalty: 4438.047363
	Iteration 93Q: 3 clusters Score -608696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -608697.125000 Penalty: 4438.047363
	Iteration 94Q: 3 clusters Score -608697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -608697.125000 Penalty: 4438.047363
	Iteration 95F: 3 clusters Score -608697.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -690511.625000 Penalty: 2240.629395
	Iteration 0F: 2 clusters Score -690511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -683809.875000 Penalty: 4481.258789
	Iteration 0F: 3 clusters Score -683809.9 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -685709.000000 Penalty: 4481.258789
	Iteration 1F: 3 clusters Score -685709 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -685960.625000 Penalty: 4481.258789
	Iteration 2F: 3 clusters Score -685960.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -686127.500000 Penalty: 4481.258789
	Iteration 3Q: 3 clusters Score -686127.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -686253.500000 Penalty: 4481.258789
	Iteration 4Q: 3 clusters Score -686253.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -686352.437500 Penalty: 4481.258789
	Iteration 5Q: 3 clusters Score -686352.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -686454.500000 Penalty: 4481.258789
	Iteration 6Q: 3 clusters Score -686454.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -686536.625000 Penalty: 4481.258789
	Iteration 7Q: 3 clusters Score -686536.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -686622.875000 Penalty: 4481.258789
	Iteration 8Q: 3 clusters Score -686622.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -686714.187500 Penalty: 4481.258789
	Iteration 9Q: 3 clusters Score -686714.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -686815.875000 Penalty: 4481.258789
	Iteration 10Q: 3 clusters Score -686815.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -686914.812500 Penalty: 4481.258789
	Iteration 11Q: 3 clusters Score -686914.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -687027.750000 Penalty: 4481.258789
	Iteration 12Q: 3 clusters Score -687027.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -687124.000000 Penalty: 4481.258789
	Iteration 13Q: 3 clusters Score -687124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -687242.312500 Penalty: 4481.258789
	Iteration 14Q: 3 clusters Score -687242.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -687357.437500 Penalty: 4481.258789
	Iteration 15Q: 3 clusters Score -687357.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -687468.250000 Penalty: 4481.258789
	Iteration 16Q: 3 clusters Score -687468.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -687573.625000 Penalty: 4481.258789
	Iteration 17Q: 3 clusters Score -687573.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -687687.187500 Penalty: 4481.258789
	Iteration 18Q: 3 clusters Score -687687.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -687790.125000 Penalty: 4481.258789
	Iteration 19Q: 3 clusters Score -687790.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -687882.687500 Penalty: 4481.258789
	Iteration 20F: 3 clusters Score -687882.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -687968.125000 Penalty: 4481.258789
	Iteration 21Q: 3 clusters Score -687968.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -688034.187500 Penalty: 4481.258789
	Iteration 22Q: 3 clusters Score -688034.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -688071.000000 Penalty: 4481.258789
	Iteration 23Q: 3 clusters Score -688071 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -688099.375000 Penalty: 4481.258789
	Iteration 24Q: 3 clusters Score -688099.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -688123.687500 Penalty: 4481.258789
	Iteration 25Q: 3 clusters Score -688123.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -688143.937500 Penalty: 4481.258789
	Iteration 26Q: 3 clusters Score -688143.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -688158.937500 Penalty: 4481.258789
	Iteration 27Q: 3 clusters Score -688158.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -688175.062500 Penalty: 4481.258789
	Iteration 28Q: 3 clusters Score -688175.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -688188.937500 Penalty: 4481.258789
	Iteration 29Q: 3 clusters Score -688188.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -688211.437500 Penalty: 4481.258789
	Iteration 30Q: 3 clusters Score -688211.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -688227.937500 Penalty: 4481.258789
	Iteration 31Q: 3 clusters Score -688227.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -688243.437500 Penalty: 4481.258789
	Iteration 32Q: 3 clusters Score -688243.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -688251.437500 Penalty: 4481.258789
	Iteration 33Q: 3 clusters Score -688251.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -688261.125000 Penalty: 4481.258789
	Iteration 34Q: 3 clusters Score -688261.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -688271.812500 Penalty: 4481.258789
	Iteration 35Q: 3 clusters Score -688271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -688284.812500 Penalty: 4481.258789
	Iteration 36Q: 3 clusters Score -688284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -688292.625000 Penalty: 4481.258789
	Iteration 37Q: 3 clusters Score -688292.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -688295.625000 Penalty: 4481.258789
	Iteration 38Q: 3 clusters Score -688295.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -688302.312500 Penalty: 4481.258789
	Iteration 39Q: 3 clusters Score -688302.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -688307.062500 Penalty: 4481.258789
	Iteration 40F: 3 clusters Score -688307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -688308.875000 Penalty: 4481.258789
	Iteration 41Q: 3 clusters Score -688308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -688310.500000 Penalty: 4481.258789
	Iteration 42Q: 3 clusters Score -688310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -688313.687500 Penalty: 4481.258789
	Iteration 43Q: 3 clusters Score -688313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -688313.562500 Penalty: 4481.258789
	Iteration 44Q: 3 clusters Score -688313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -688313.500000 Penalty: 4481.258789
	Iteration 45Q: 3 clusters Score -688313.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -688313.500000 Penalty: 4481.258789
	Iteration 46F: 3 clusters Score -688313.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Entering Unmasked Estep 
Score: -1538837.375000 Penalty: 2447.935059
	Iteration 0F: 2 clusters Score -1538837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1525260.500000 Penalty: 4895.870117
	Iteration 0F: 3 clusters Score -1525260 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1529765.375000 Penalty: 4895.870117
	Iteration 1F: 3 clusters Score -1529765 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1530211.125000 Penalty: 4895.870117
	Iteration 2F: 3 clusters Score -1530211 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1530609.500000 Penalty: 4895.870117
	Iteration 3Q: 3 clusters Score -1530610 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1531007.875000 Penalty: 4895.870117
	Iteration 4Q: 3 clusters Score -1531008 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1531446.375000 Penalty: 4895.870117
	Iteration 5Q: 3 clusters Score -1531446 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1531913.875000 Penalty: 4895.870117
	Iteration 6Q: 3 clusters Score -1531914 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1532384.000000 Penalty: 4895.870117
	Iteration 7Q: 3 clusters Score -1532384 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1532870.125000 Penalty: 4895.870117
	Iteration 8Q: 3 clusters Score -1532870 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1533347.375000 Penalty: 4895.870117
	Iteration 9Q: 3 clusters Score -1533347 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1533786.000000 Penalty: 4895.870117
	Iteration 10Q: 3 clusters Score -1533786 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1534151.125000 Penalty: 4895.870117
	Iteration 11Q: 3 clusters Score -1534151 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1534424.375000 Penalty: 4895.870117
	Iteration 12Q: 3 clusters Score -1534424 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1534603.875000 Penalty: 4895.870117
	Iteration 13Q: 3 clusters Score -1534604 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1534726.000000 Penalty: 4895.870117
	Iteration 14Q: 3 clusters Score -1534726 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1534801.750000 Penalty: 4895.870117
	Iteration 15Q: 3 clusters Score -1534802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1534846.250000 Penalty: 4895.870117
	Iteration 16Q: 3 clusters Score -1534846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1534878.875000 Penalty: 4895.870117
	Iteration 17Q: 3 clusters Score -1534879 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1534909.625000 Penalty: 4895.870117
	Iteration 18Q: 3 clusters Score -1534910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1534918.750000 Penalty: 4895.870117
	Iteration 19Q: 3 clusters Score -1534919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1534935.125000 Penalty: 4895.870117
	Iteration 20F: 3 clusters Score -1534935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1534958.625000 Penalty: 4895.870117
	Iteration 21Q: 3 clusters Score -1534959 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1534981.500000 Penalty: 4895.870117
	Iteration 22Q: 3 clusters Score -1534982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1534984.000000 Penalty: 4895.870117
	Iteration 23Q: 3 clusters Score -1534984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1535003.125000 Penalty: 4895.870117
	Iteration 24Q: 3 clusters Score -1535003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1535013.750000 Penalty: 4895.870117
	Iteration 25Q: 3 clusters Score -1535014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1535033.625000 Penalty: 4895.870117
	Iteration 26Q: 3 clusters Score -1535034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1535049.500000 Penalty: 4895.870117
	Iteration 27Q: 3 clusters Score -1535050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1535060.375000 Penalty: 4895.870117
	Iteration 28Q: 3 clusters Score -1535060 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1535071.125000 Penalty: 4895.870117
	Iteration 29Q: 3 clusters Score -1535071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1535082.375000 Penalty: 4895.870117
	Iteration 30Q: 3 clusters Score -1535082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1535096.500000 Penalty: 4895.870117
	Iteration 31Q: 3 clusters Score -1535096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1535104.625000 Penalty: 4895.870117
	Iteration 32Q: 3 clusters Score -1535105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1535112.750000 Penalty: 4895.870117
	Iteration 33Q: 3 clusters Score -1535113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1535135.250000 Penalty: 4895.870117
	Iteration 34Q: 3 clusters Score -1535135 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1535150.750000 Penalty: 4895.870117
	Iteration 35Q: 3 clusters Score -1535151 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1535172.250000 Penalty: 4895.870117
	Iteration 36Q: 3 clusters Score -1535172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1535178.875000 Penalty: 4895.870117
	Iteration 37Q: 3 clusters Score -1535179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1535192.250000 Penalty: 4895.870117
	Iteration 38Q: 3 clusters Score -1535192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1535198.625000 Penalty: 4895.870117
	Iteration 39Q: 3 clusters Score -1535199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1535216.625000 Penalty: 4895.870117
	Iteration 40F: 3 clusters Score -1535217 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1535235.500000 Penalty: 4895.870117
	Iteration 41Q: 3 clusters Score -1535236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1535246.875000 Penalty: 4895.870117
	Iteration 42Q: 3 clusters Score -1535247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1535256.375000 Penalty: 4895.870117
	Iteration 43Q: 3 clusters Score -1535256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1535267.375000 Penalty: 4895.870117
	Iteration 44Q: 3 clusters Score -1535267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1535279.000000 Penalty: 4895.870117
	Iteration 45Q: 3 clusters Score -1535279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1535288.000000 Penalty: 4895.870117
	Iteration 46Q: 3 clusters Score -1535288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1535306.875000 Penalty: 4895.870117
	Iteration 47Q: 3 clusters Score -1535307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1535316.375000 Penalty: 4895.870117
	Iteration 48Q: 3 clusters Score -1535316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1535326.250000 Penalty: 4895.870117
	Iteration 49Q: 3 clusters Score -1535326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1535349.375000 Penalty: 4895.870117
	Iteration 50Q: 3 clusters Score -1535349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1535366.125000 Penalty: 4895.870117
	Iteration 51Q: 3 clusters Score -1535366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1535373.250000 Penalty: 4895.870117
	Iteration 52Q: 3 clusters Score -1535373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1535386.875000 Penalty: 4895.870117
	Iteration 53Q: 3 clusters Score -1535387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1535396.750000 Penalty: 4895.870117
	Iteration 54Q: 3 clusters Score -1535397 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1535406.625000 Penalty: 4895.870117
	Iteration 55Q: 3 clusters Score -1535407 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1535410.500000 Penalty: 4895.870117
	Iteration 56Q: 3 clusters Score -1535410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1535424.625000 Penalty: 4895.870117
	Iteration 57Q: 3 clusters Score -1535425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1535440.875000 Penalty: 4895.870117
	Iteration 58Q: 3 clusters Score -1535441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1535446.250000 Penalty: 4895.870117
	Iteration 59Q: 3 clusters Score -1535446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1535460.000000 Penalty: 4895.870117
	Iteration 60F: 3 clusters Score -1535460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1535468.750000 Penalty: 4895.870117
	Iteration 61Q: 3 clusters Score -1535469 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1535484.625000 Penalty: 4895.870117
	Iteration 62Q: 3 clusters Score -1535485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1535503.375000 Penalty: 4895.870117
	Iteration 63Q: 3 clusters Score -1535503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1535527.500000 Penalty: 4895.870117
	Iteration 64Q: 3 clusters Score -1535528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1535557.250000 Penalty: 4895.870117
	Iteration 65Q: 3 clusters Score -1535557 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1535587.250000 Penalty: 4895.870117
	Iteration 66Q: 3 clusters Score -1535587 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1535635.500000 Penalty: 4895.870117
	Iteration 67Q: 3 clusters Score -1535636 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1535705.375000 Penalty: 4895.870117
	Iteration 68Q: 3 clusters Score -1535705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1535780.250000 Penalty: 4895.870117
	Iteration 69Q: 3 clusters Score -1535780 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1535854.375000 Penalty: 4895.870117
	Iteration 70Q: 3 clusters Score -1535854 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1535922.750000 Penalty: 4895.870117
	Iteration 71Q: 3 clusters Score -1535923 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1535980.250000 Penalty: 4895.870117
	Iteration 72Q: 3 clusters Score -1535980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1536018.125000 Penalty: 4895.870117
	Iteration 73Q: 3 clusters Score -1536018 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1536054.750000 Penalty: 4895.870117
	Iteration 74Q: 3 clusters Score -1536055 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1536080.500000 Penalty: 4895.870117
	Iteration 75Q: 3 clusters Score -1536080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1536095.375000 Penalty: 4895.870117
	Iteration 76Q: 3 clusters Score -1536095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1536108.375000 Penalty: 4895.870117
	Iteration 77Q: 3 clusters Score -1536108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1536128.500000 Penalty: 4895.870117
	Iteration 78Q: 3 clusters Score -1536128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1536142.125000 Penalty: 4895.870117
	Iteration 79Q: 3 clusters Score -1536142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1536156.875000 Penalty: 4895.870117
	Iteration 80F: 3 clusters Score -1536157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1536165.625000 Penalty: 4895.870117
	Iteration 81Q: 3 clusters Score -1536166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1536175.750000 Penalty: 4895.870117
	Iteration 82Q: 3 clusters Score -1536176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1536194.750000 Penalty: 4895.870117
	Iteration 83Q: 3 clusters Score -1536195 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1536208.500000 Penalty: 4895.870117
	Iteration 84Q: 3 clusters Score -1536208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1536219.875000 Penalty: 4895.870117
	Iteration 85Q: 3 clusters Score -1536220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1536226.375000 Penalty: 4895.870117
	Iteration 86Q: 3 clusters Score -1536226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1536240.500000 Penalty: 4895.870117
	Iteration 87Q: 3 clusters Score -1536240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1536252.500000 Penalty: 4895.870117
	Iteration 88Q: 3 clusters Score -1536252 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1536268.875000 Penalty: 4895.870117
	Iteration 89Q: 3 clusters Score -1536269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1536286.000000 Penalty: 4895.870117
	Iteration 90Q: 3 clusters Score -1536286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1536291.125000 Penalty: 4895.870117
	Iteration 91Q: 3 clusters Score -1536291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1536298.875000 Penalty: 4895.870117
	Iteration 92Q: 3 clusters Score -1536299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1536313.875000 Penalty: 4895.870117
	Iteration 93Q: 3 clusters Score -1536314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1536321.500000 Penalty: 4895.870117
	Iteration 94Q: 3 clusters Score -1536322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1536326.500000 Penalty: 4895.870117
	Iteration 95Q: 3 clusters Score -1536326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1536331.375000 Penalty: 4895.870117
	Iteration 96Q: 3 clusters Score -1536331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1536342.375000 Penalty: 4895.870117
	Iteration 97Q: 3 clusters Score -1536342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1536348.625000 Penalty: 4895.870117
	Iteration 98Q: 3 clusters Score -1536349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1536348.500000 Penalty: 4895.870117
	Iteration 99Q: 3 clusters Score -1536348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1536359.625000 Penalty: 4895.870117
	Iteration 100F: 3 clusters Score -1536360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1536369.125000 Penalty: 4895.870117
	Iteration 101Q: 3 clusters Score -1536369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1536374.375000 Penalty: 4895.870117
	Iteration 102Q: 3 clusters Score -1536374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1536380.375000 Penalty: 4895.870117
	Iteration 103Q: 3 clusters Score -1536380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1536393.500000 Penalty: 4895.870117
	Iteration 104Q: 3 clusters Score -1536394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1536404.250000 Penalty: 4895.870117
	Iteration 105Q: 3 clusters Score -1536404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1536416.500000 Penalty: 4895.870117
	Iteration 106Q: 3 clusters Score -1536416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1536430.250000 Penalty: 4895.870117
	Iteration 107Q: 3 clusters Score -1536430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1536438.375000 Penalty: 4895.870117
	Iteration 108Q: 3 clusters Score -1536438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1536451.375000 Penalty: 4895.870117
	Iteration 109Q: 3 clusters Score -1536451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1536455.875000 Penalty: 4895.870117
	Iteration 110Q: 3 clusters Score -1536456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1536457.500000 Penalty: 4895.870117
	Iteration 111Q: 3 clusters Score -1536458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1536467.750000 Penalty: 4895.870117
	Iteration 112Q: 3 clusters Score -1536468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1536474.625000 Penalty: 4895.870117
	Iteration 113Q: 3 clusters Score -1536475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1536487.125000 Penalty: 4895.870117
	Iteration 114Q: 3 clusters Score -1536487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1536496.125000 Penalty: 4895.870117
	Iteration 115Q: 3 clusters Score -1536496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1536503.875000 Penalty: 4895.870117
	Iteration 116Q: 3 clusters Score -1536504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1536521.875000 Penalty: 4895.870117
	Iteration 117Q: 3 clusters Score -1536522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1536527.125000 Penalty: 4895.870117
	Iteration 118Q: 3 clusters Score -1536527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1536533.000000 Penalty: 4895.870117
	Iteration 119Q: 3 clusters Score -1536533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1536543.750000 Penalty: 4895.870117
	Iteration 120F: 3 clusters Score -1536544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1536551.125000 Penalty: 4895.870117
	Iteration 121Q: 3 clusters Score -1536551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1536566.875000 Penalty: 4895.870117
	Iteration 122Q: 3 clusters Score -1536567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1536582.625000 Penalty: 4895.870117
	Iteration 123Q: 3 clusters Score -1536583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1536606.250000 Penalty: 4895.870117
	Iteration 124Q: 3 clusters Score -1536606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1536622.500000 Penalty: 4895.870117
	Iteration 125Q: 3 clusters Score -1536622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1536639.250000 Penalty: 4895.870117
	Iteration 126Q: 3 clusters Score -1536639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1536652.750000 Penalty: 4895.870117
	Iteration 127Q: 3 clusters Score -1536653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1536668.500000 Penalty: 4895.870117
	Iteration 128Q: 3 clusters Score -1536668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1536692.000000 Penalty: 4895.870117
	Iteration 129Q: 3 clusters Score -1536692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1536704.375000 Penalty: 4895.870117
	Iteration 130Q: 3 clusters Score -1536704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1536726.000000 Penalty: 4895.870117
	Iteration 131Q: 3 clusters Score -1536726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1536743.375000 Penalty: 4895.870117
	Iteration 132Q: 3 clusters Score -1536743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1536754.125000 Penalty: 4895.870117
	Iteration 133Q: 3 clusters Score -1536754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1536783.625000 Penalty: 4895.870117
	Iteration 134Q: 3 clusters Score -1536784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1536801.875000 Penalty: 4895.870117
	Iteration 135Q: 3 clusters Score -1536802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1536827.750000 Penalty: 4895.870117
	Iteration 136Q: 3 clusters Score -1536828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1536845.125000 Penalty: 4895.870117
	Iteration 137Q: 3 clusters Score -1536845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1536865.250000 Penalty: 4895.870117
	Iteration 138Q: 3 clusters Score -1536865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1536882.500000 Penalty: 4895.870117
	Iteration 139Q: 3 clusters Score -1536882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1536899.875000 Penalty: 4895.870117
	Iteration 140F: 3 clusters Score -1536900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1536909.000000 Penalty: 4895.870117
	Iteration 141Q: 3 clusters Score -1536909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1536917.750000 Penalty: 4895.870117
	Iteration 142Q: 3 clusters Score -1536918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1536929.750000 Penalty: 4895.870117
	Iteration 143Q: 3 clusters Score -1536930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1536942.375000 Penalty: 4895.870117
	Iteration 144Q: 3 clusters Score -1536942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1536958.125000 Penalty: 4895.870117
	Iteration 145Q: 3 clusters Score -1536958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1536960.250000 Penalty: 4895.870117
	Iteration 146Q: 3 clusters Score -1536960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1536968.375000 Penalty: 4895.870117
	Iteration 147Q: 3 clusters Score -1536968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1536974.000000 Penalty: 4895.870117
	Iteration 148Q: 3 clusters Score -1536974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1536978.375000 Penalty: 4895.870117
	Iteration 149Q: 3 clusters Score -1536978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1536981.000000 Penalty: 4895.870117
	Iteration 150Q: 3 clusters Score -1536981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1536986.125000 Penalty: 4895.870117
	Iteration 151Q: 3 clusters Score -1536986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1536988.125000 Penalty: 4895.870117
	Iteration 152Q: 3 clusters Score -1536988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1536988.625000 Penalty: 4895.870117
	Iteration 153Q: 3 clusters Score -1536989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1536990.500000 Penalty: 4895.870117
	Iteration 154Q: 3 clusters Score -1536990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1536986.250000 Penalty: 4895.870117
	Iteration 155Q: 3 clusters Score -1536986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1536990.250000 Penalty: 4895.870117
	Iteration 156Q: 3 clusters Score -1536990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1536990.750000 Penalty: 4895.870117
	Iteration 157Q: 3 clusters Score -1536991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1536990.000000 Penalty: 4895.870117
	Iteration 158Q: 3 clusters Score -1536990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -1536990.750000 Penalty: 4895.870117
	Iteration 159Q: 3 clusters Score -1536991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1536991.625000 Penalty: 4895.870117
	Iteration 160F: 3 clusters Score -1536992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Entering Unmasked Estep 
Score: -1900825.625000 Penalty: 2505.420654
	Iteration 0F: 2 clusters Score -1900826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1883848.000000 Penalty: 5010.841309
	Iteration 0F: 3 clusters Score -1883848 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1889849.375000 Penalty: 5010.841309
	Iteration 1F: 3 clusters Score -1889849 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1890290.750000 Penalty: 5010.841309
	Iteration 2F: 3 clusters Score -1890291 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1890675.750000 Penalty: 5010.841309
	Iteration 3Q: 3 clusters Score -1890676 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1891073.375000 Penalty: 5010.841309
	Iteration 4Q: 3 clusters Score -1891073 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1891519.750000 Penalty: 5010.841309
	Iteration 5Q: 3 clusters Score -1891520 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1892093.125000 Penalty: 5010.841309
	Iteration 6Q: 3 clusters Score -1892093 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1892767.875000 Penalty: 5010.841309
	Iteration 7Q: 3 clusters Score -1892768 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1893470.625000 Penalty: 5010.841309
	Iteration 8Q: 3 clusters Score -1893471 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1894282.375000 Penalty: 5010.841309
	Iteration 9Q: 3 clusters Score -1894282 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1895152.875000 Penalty: 5010.841309
	Iteration 10Q: 3 clusters Score -1895153 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1895906.375000 Penalty: 5010.841309
	Iteration 11Q: 3 clusters Score -1895906 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1896513.375000 Penalty: 5010.841309
	Iteration 12Q: 3 clusters Score -1896513 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1896962.125000 Penalty: 5010.841309
	Iteration 13Q: 3 clusters Score -1896962 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1897289.000000 Penalty: 5010.841309
	Iteration 14Q: 3 clusters Score -1897289 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1897537.000000 Penalty: 5010.841309
	Iteration 15Q: 3 clusters Score -1897537 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1897721.375000 Penalty: 5010.841309
	Iteration 16Q: 3 clusters Score -1897721 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1897844.000000 Penalty: 5010.841309
	Iteration 17Q: 3 clusters Score -1897844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1897945.875000 Penalty: 5010.841309
	Iteration 18Q: 3 clusters Score -1897946 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1898040.125000 Penalty: 5010.841309
	Iteration 19Q: 3 clusters Score -1898040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1898096.500000 Penalty: 5010.841309
	Iteration 20F: 3 clusters Score -1898096 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1898161.000000 Penalty: 5010.841309
	Iteration 21Q: 3 clusters Score -1898161 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1898237.625000 Penalty: 5010.841309
	Iteration 22Q: 3 clusters Score -1898238 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1898298.875000 Penalty: 5010.841309
	Iteration 23Q: 3 clusters Score -1898299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1898347.125000 Penalty: 5010.841309
	Iteration 24Q: 3 clusters Score -1898347 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1898401.125000 Penalty: 5010.841309
	Iteration 25Q: 3 clusters Score -1898401 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1898467.125000 Penalty: 5010.841309
	Iteration 26Q: 3 clusters Score -1898467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1898522.125000 Penalty: 5010.841309
	Iteration 27Q: 3 clusters Score -1898522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1898576.625000 Penalty: 5010.841309
	Iteration 28Q: 3 clusters Score -1898577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1898625.125000 Penalty: 5010.841309
	Iteration 29Q: 3 clusters Score -1898625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1898672.125000 Penalty: 5010.841309
	Iteration 30Q: 3 clusters Score -1898672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1898710.000000 Penalty: 5010.841309
	Iteration 31Q: 3 clusters Score -1898710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1898752.750000 Penalty: 5010.841309
	Iteration 32Q: 3 clusters Score -1898753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1898783.125000 Penalty: 5010.841309
	Iteration 33Q: 3 clusters Score -1898783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1898818.875000 Penalty: 5010.841309
	Iteration 34Q: 3 clusters Score -1898819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1898852.250000 Penalty: 5010.841309
	Iteration 35Q: 3 clusters Score -1898852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1898878.625000 Penalty: 5010.841309
	Iteration 36Q: 3 clusters Score -1898879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1898918.875000 Penalty: 5010.841309
	Iteration 37Q: 3 clusters Score -1898919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1898935.125000 Penalty: 5010.841309
	Iteration 38Q: 3 clusters Score -1898935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1898955.250000 Penalty: 5010.841309
	Iteration 39Q: 3 clusters Score -1898955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1898966.750000 Penalty: 5010.841309
	Iteration 40F: 3 clusters Score -1898967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1898973.000000 Penalty: 5010.841309
	Iteration 41Q: 3 clusters Score -1898973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1898978.750000 Penalty: 5010.841309
	Iteration 42Q: 3 clusters Score -1898979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1898980.750000 Penalty: 5010.841309
	Iteration 43Q: 3 clusters Score -1898981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1898982.375000 Penalty: 5010.841309
	Iteration 44Q: 3 clusters Score -1898982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1898985.625000 Penalty: 5010.841309
	Iteration 45Q: 3 clusters Score -1898986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1898995.000000 Penalty: 5010.841309
	Iteration 46Q: 3 clusters Score -1898995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1898998.750000 Penalty: 5010.841309
	Iteration 47Q: 3 clusters Score -1898999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1898998.000000 Penalty: 5010.841309
	Iteration 48Q: 3 clusters Score -1898998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1898999.250000 Penalty: 5010.841309
	Iteration 49Q: 3 clusters Score -1898999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1899000.750000 Penalty: 5010.841309
	Iteration 50Q: 3 clusters Score -1899001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1898999.875000 Penalty: 5010.841309
	Iteration 51Q: 3 clusters Score -1899000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1898999.750000 Penalty: 5010.841309
	Iteration 52Q: 3 clusters Score -1899000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1899002.500000 Penalty: 5010.841309
	Iteration 53Q: 3 clusters Score -1899002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1899004.250000 Penalty: 5010.841309
	Iteration 54Q: 3 clusters Score -1899004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1899003.750000 Penalty: 5010.841309
	Iteration 55Q: 3 clusters Score -1899004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1899003.375000 Penalty: 5010.841309
	Iteration 56Q: 3 clusters Score -1899003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1899006.250000 Penalty: 5010.841309
	Iteration 57Q: 3 clusters Score -1899006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1899006.250000 Penalty: 5010.841309
	Iteration 58F: 3 clusters Score -1899006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (269950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269950 members 
Entering Unmasked Estep 
Score: -21826250.000000 Penalty: 3101.486084
	Iteration 0F: 2 clusters Score -2.182625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134665 members 
Mstep: Class 2 contains 135285 members 
Entering Unmasked Estep 
Score: -21645230.000000 Penalty: 6202.972168
	Iteration 0F: 3 clusters Score -2.164523e+07 nChanged 130298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128341 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -21723866.000000 Penalty: 6202.972168
	Iteration 1F: 3 clusters Score -2.172387e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -21726980.000000 Penalty: 6202.972168
	Iteration 2Q: 3 clusters Score -2.172698e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -21732472.000000 Penalty: 6202.972168
	Iteration 3Q: 3 clusters Score -2.173247e+07 nChanged 15142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 159731 members 
Entering Unmasked Estep 
Score: -21742356.000000 Penalty: 6202.972168
	Iteration 4F: 3 clusters Score -2.174236e+07 nChanged 18362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 170043 members 
Entering Unmasked Estep 
Score: -21759282.000000 Penalty: 6202.972168
	Iteration 5F: 3 clusters Score -2.175928e+07 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 179134 members 
Entering Unmasked Estep 
Score: -21782842.000000 Penalty: 6202.972168
	Iteration 6F: 3 clusters Score -2.178284e+07 nChanged 18673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 182591 members 
Entering Unmasked Estep 
Score: -21802820.000000 Penalty: 6202.972168
	Iteration 7F: 3 clusters Score -2.180282e+07 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 182084 members 
Entering Unmasked Estep 
Score: -21811378.000000 Penalty: 6202.972168
	Iteration 8F: 3 clusters Score -2.181138e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 180802 members 
Entering Unmasked Estep 
Score: -21813984.000000 Penalty: 6202.972168
	Iteration 9Q: 3 clusters Score -2.181398e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -21815254.000000 Penalty: 6202.972168
	Iteration 10Q: 3 clusters Score -2.181525e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -21816298.000000 Penalty: 6202.972168
	Iteration 11Q: 3 clusters Score -2.18163e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -21817204.000000 Penalty: 6202.972168
	Iteration 12Q: 3 clusters Score -2.18172e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 172156 members 
Entering Unmasked Estep 
Score: -21818200.000000 Penalty: 6202.972168
	Iteration 13Q: 3 clusters Score -2.18182e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100661 members 
Mstep: Class 2 contains 169289 members 
Entering Unmasked Estep 
Score: -21819060.000000 Penalty: 6202.972168
	Iteration 14Q: 3 clusters Score -2.181906e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -21820222.000000 Penalty: 6202.972168
	Iteration 15Q: 3 clusters Score -2.182022e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -21821410.000000 Penalty: 6202.972168
	Iteration 16Q: 3 clusters Score -2.182141e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111119 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -21822808.000000 Penalty: 6202.972168
	Iteration 17Q: 3 clusters Score -2.182281e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -21824344.000000 Penalty: 6202.972168
	Iteration 18Q: 3 clusters Score -2.182434e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -21826220.000000 Penalty: 6202.972168
	Iteration 19Q: 3 clusters Score -2.182622e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -21828218.000000 Penalty: 6202.972168
	Iteration 20F: 3 clusters Score -2.182822e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129013 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -21830642.000000 Penalty: 6202.972168
	Iteration 21Q: 3 clusters Score -2.183064e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 135952 members 
Entering Unmasked Estep 
Score: -21833416.000000 Penalty: 6202.972168
	Iteration 22Q: 3 clusters Score -2.183342e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -21836020.000000 Penalty: 6202.972168
	Iteration 23Q: 3 clusters Score -2.183602e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 126505 members 
Entering Unmasked Estep 
Score: -21838336.000000 Penalty: 6202.972168
	Iteration 24Q: 3 clusters Score -2.183834e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147426 members 
Mstep: Class 2 contains 122524 members 
Entering Unmasked Estep 
Score: -21839954.000000 Penalty: 6202.972168
	Iteration 25Q: 3 clusters Score -2.183995e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 119251 members 
Entering Unmasked Estep 
Score: -21841060.000000 Penalty: 6202.972168
	Iteration 26Q: 3 clusters Score -2.184106e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 116609 members 
Entering Unmasked Estep 
Score: -21841702.000000 Penalty: 6202.972168
	Iteration 27Q: 3 clusters Score -2.18417e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 114535 members 
Entering Unmasked Estep 
Score: -21841962.000000 Penalty: 6202.972168
	Iteration 28Q: 3 clusters Score -2.184196e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -21842232.000000 Penalty: 6202.972168
	Iteration 29Q: 3 clusters Score -2.184223e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 111654 members 
Entering Unmasked Estep 
Score: -21842426.000000 Penalty: 6202.972168
	Iteration 30Q: 3 clusters Score -2.184243e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159268 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -21842526.000000 Penalty: 6202.972168
	Iteration 31Q: 3 clusters Score -2.184253e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -21842550.000000 Penalty: 6202.972168
	Iteration 32Q: 3 clusters Score -2.184255e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -21842580.000000 Penalty: 6202.972168
	Iteration 33Q: 3 clusters Score -2.184258e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 108964 members 
Entering Unmasked Estep 
Score: -21842534.000000 Penalty: 6202.972168
	Iteration 34Q: 3 clusters Score -2.184253e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161319 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -21842550.000000 Penalty: 6202.972168
	Iteration 35Q: 3 clusters Score -2.184255e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -21842584.000000 Penalty: 6202.972168
	Iteration 36Q: 3 clusters Score -2.184258e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -21842594.000000 Penalty: 6202.972168
	Iteration 37Q: 3 clusters Score -2.184259e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -21842596.000000 Penalty: 6202.972168
	Iteration 38Q: 3 clusters Score -2.18426e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161983 members 
Mstep: Class 2 contains 107967 members 
Entering Unmasked Estep 
Score: -21842638.000000 Penalty: 6202.972168
	Iteration 39Q: 3 clusters Score -2.184264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162067 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -21842654.000000 Penalty: 6202.972168
	Iteration 40F: 3 clusters Score -2.184265e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162133 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -21842640.000000 Penalty: 6202.972168
	Iteration 41Q: 3 clusters Score -2.184264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162190 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -21842618.000000 Penalty: 6202.972168
	Iteration 42Q: 3 clusters Score -2.184262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -21842638.000000 Penalty: 6202.972168
	Iteration 43Q: 3 clusters Score -2.184264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -21842666.000000 Penalty: 6202.972168
	Iteration 44Q: 3 clusters Score -2.184267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162294 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -21842646.000000 Penalty: 6202.972168
	Iteration 45Q: 3 clusters Score -2.184265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162317 members 
Mstep: Class 2 contains 107633 members 
Entering Unmasked Estep 
Score: -21842628.000000 Penalty: 6202.972168
	Iteration 46Q: 3 clusters Score -2.184263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162331 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -21842610.000000 Penalty: 6202.972168
	Iteration 47Q: 3 clusters Score -2.184261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162344 members 
Mstep: Class 2 contains 107606 members 
Entering Unmasked Estep 
Score: -21842606.000000 Penalty: 6202.972168
	Iteration 48Q: 3 clusters Score -2.184261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162361 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -21842622.000000 Penalty: 6202.972168
	Iteration 49Q: 3 clusters Score -2.184262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -21842600.000000 Penalty: 6202.972168
	Iteration 50Q: 3 clusters Score -2.18426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -21842594.000000 Penalty: 6202.972168
	Iteration 51Q: 3 clusters Score -2.184259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162400 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -21842592.000000 Penalty: 6202.972168
	Iteration 52Q: 3 clusters Score -2.184259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162416 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -21842620.000000 Penalty: 6202.972168
	Iteration 53Q: 3 clusters Score -2.184262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -21842622.000000 Penalty: 6202.972168
	Iteration 54Q: 3 clusters Score -2.184262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162432 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -21842642.000000 Penalty: 6202.972168
	Iteration 55Q: 3 clusters Score -2.184264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162440 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -21842620.000000 Penalty: 6202.972168
	Iteration 56Q: 3 clusters Score -2.184262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -21842622.000000 Penalty: 6202.972168
	Iteration 57Q: 3 clusters Score -2.184262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -21842640.000000 Penalty: 6202.972168
	Iteration 58Q: 3 clusters Score -2.184264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162477 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -21842654.000000 Penalty: 6202.972168
	Iteration 59Q: 3 clusters Score -2.184265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162481 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -21842652.000000 Penalty: 6202.972168
	Iteration 60F: 3 clusters Score -2.184265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 107466 members 
Entering Unmasked Estep 
Score: -21842664.000000 Penalty: 6202.972168
	Iteration 61Q: 3 clusters Score -2.184266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162486 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -21842654.000000 Penalty: 6202.972168
	Iteration 62Q: 3 clusters Score -2.184265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -21842660.000000 Penalty: 6202.972168
	Iteration 63Q: 3 clusters Score -2.184266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -21842660.000000 Penalty: 6202.972168
	Iteration 64F: 3 clusters Score -2.184266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 27002 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 270241 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6443 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 14707 members 
Mstep: Class 31 contains 107463 members 
Entering Unmasked Estep 
Score: -142750352.000000 Penalty: 110824.609375
Splitting cluster 10 changes total score from -142736640.000000 to -142750352.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 11 (19311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Entering Unmasked Estep 
Score: -1600551.000000 Penalty: 2447.370605
	Iteration 0F: 2 clusters Score -1600551 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 9625 members 
Entering Unmasked Estep 
Score: -1586856.875000 Penalty: 4894.741211
	Iteration 0F: 3 clusters Score -1586857 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1591423.875000 Penalty: 4894.741211
	Iteration 1F: 3 clusters Score -1591424 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1591816.625000 Penalty: 4894.741211
	Iteration 2F: 3 clusters Score -1591817 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1592158.625000 Penalty: 4894.741211
	Iteration 3Q: 3 clusters Score -1592159 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1592445.750000 Penalty: 4894.741211
	Iteration 4Q: 3 clusters Score -1592446 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1592684.125000 Penalty: 4894.741211
	Iteration 5Q: 3 clusters Score -1592684 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1592961.375000 Penalty: 4894.741211
	Iteration 6Q: 3 clusters Score -1592961 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1593306.750000 Penalty: 4894.741211
	Iteration 7Q: 3 clusters Score -1593307 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1593720.875000 Penalty: 4894.741211
	Iteration 8Q: 3 clusters Score -1593721 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1594310.000000 Penalty: 4894.741211
	Iteration 9Q: 3 clusters Score -1594310 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1595089.250000 Penalty: 4894.741211
	Iteration 10F: 3 clusters Score -1595089 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1595985.125000 Penalty: 4894.741211
	Iteration 11F: 3 clusters Score -1595985 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1596776.875000 Penalty: 4894.741211
	Iteration 12Q: 3 clusters Score -1596777 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1597237.375000 Penalty: 4894.741211
	Iteration 13Q: 3 clusters Score -1597237 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1597453.875000 Penalty: 4894.741211
	Iteration 14Q: 3 clusters Score -1597454 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1597590.000000 Penalty: 4894.741211
	Iteration 15Q: 3 clusters Score -1597590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1597700.250000 Penalty: 4894.741211
	Iteration 16Q: 3 clusters Score -1597700 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1597785.125000 Penalty: 4894.741211
	Iteration 17Q: 3 clusters Score -1597785 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1597857.625000 Penalty: 4894.741211
	Iteration 18Q: 3 clusters Score -1597858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1597915.750000 Penalty: 4894.741211
	Iteration 19Q: 3 clusters Score -1597916 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1597967.375000 Penalty: 4894.741211
	Iteration 20F: 3 clusters Score -1597967 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1598003.750000 Penalty: 4894.741211
	Iteration 21Q: 3 clusters Score -1598004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1598031.375000 Penalty: 4894.741211
	Iteration 22Q: 3 clusters Score -1598031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1598061.625000 Penalty: 4894.741211
	Iteration 23Q: 3 clusters Score -1598062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1598078.000000 Penalty: 4894.741211
	Iteration 24Q: 3 clusters Score -1598078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1598094.500000 Penalty: 4894.741211
	Iteration 25Q: 3 clusters Score -1598094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1598118.375000 Penalty: 4894.741211
	Iteration 26Q: 3 clusters Score -1598118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1598135.500000 Penalty: 4894.741211
	Iteration 27Q: 3 clusters Score -1598136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1598164.375000 Penalty: 4894.741211
	Iteration 28Q: 3 clusters Score -1598164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1598191.000000 Penalty: 4894.741211
	Iteration 29Q: 3 clusters Score -1598191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1598214.625000 Penalty: 4894.741211
	Iteration 30Q: 3 clusters Score -1598215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1598228.375000 Penalty: 4894.741211
	Iteration 31Q: 3 clusters Score -1598228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1598244.750000 Penalty: 4894.741211
	Iteration 32Q: 3 clusters Score -1598245 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1598259.625000 Penalty: 4894.741211
	Iteration 33Q: 3 clusters Score -1598260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1598279.250000 Penalty: 4894.741211
	Iteration 34Q: 3 clusters Score -1598279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1598288.250000 Penalty: 4894.741211
	Iteration 35Q: 3 clusters Score -1598288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1598302.125000 Penalty: 4894.741211
	Iteration 36Q: 3 clusters Score -1598302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1598316.125000 Penalty: 4894.741211
	Iteration 37Q: 3 clusters Score -1598316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1598327.250000 Penalty: 4894.741211
	Iteration 38Q: 3 clusters Score -1598327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1598347.000000 Penalty: 4894.741211
	Iteration 39Q: 3 clusters Score -1598347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1598358.625000 Penalty: 4894.741211
	Iteration 40F: 3 clusters Score -1598359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1598367.500000 Penalty: 4894.741211
	Iteration 41Q: 3 clusters Score -1598368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1598377.125000 Penalty: 4894.741211
	Iteration 42Q: 3 clusters Score -1598377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1598384.375000 Penalty: 4894.741211
	Iteration 43Q: 3 clusters Score -1598384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1598389.875000 Penalty: 4894.741211
	Iteration 44Q: 3 clusters Score -1598390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1598399.375000 Penalty: 4894.741211
	Iteration 45Q: 3 clusters Score -1598399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1598406.875000 Penalty: 4894.741211
	Iteration 46Q: 3 clusters Score -1598407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1598411.125000 Penalty: 4894.741211
	Iteration 47Q: 3 clusters Score -1598411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1598418.875000 Penalty: 4894.741211
	Iteration 48Q: 3 clusters Score -1598419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1598421.875000 Penalty: 4894.741211
	Iteration 49Q: 3 clusters Score -1598422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1598429.000000 Penalty: 4894.741211
	Iteration 50Q: 3 clusters Score -1598429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1598433.500000 Penalty: 4894.741211
	Iteration 51Q: 3 clusters Score -1598434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1598438.125000 Penalty: 4894.741211
	Iteration 52Q: 3 clusters Score -1598438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1598446.500000 Penalty: 4894.741211
	Iteration 53Q: 3 clusters Score -1598446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1598454.375000 Penalty: 4894.741211
	Iteration 54Q: 3 clusters Score -1598454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1598459.625000 Penalty: 4894.741211
	Iteration 55Q: 3 clusters Score -1598460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1598463.750000 Penalty: 4894.741211
	Iteration 56Q: 3 clusters Score -1598464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1598475.750000 Penalty: 4894.741211
	Iteration 57Q: 3 clusters Score -1598476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1598486.500000 Penalty: 4894.741211
	Iteration 58Q: 3 clusters Score -1598486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1598486.875000 Penalty: 4894.741211
	Iteration 59Q: 3 clusters Score -1598487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1598495.000000 Penalty: 4894.741211
	Iteration 60F: 3 clusters Score -1598495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1598495.125000 Penalty: 4894.741211
	Iteration 61Q: 3 clusters Score -1598495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1598500.625000 Penalty: 4894.741211
	Iteration 62Q: 3 clusters Score -1598501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1598503.250000 Penalty: 4894.741211
	Iteration 63Q: 3 clusters Score -1598503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1598505.125000 Penalty: 4894.741211
	Iteration 64Q: 3 clusters Score -1598505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1598509.875000 Penalty: 4894.741211
	Iteration 65Q: 3 clusters Score -1598510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1598511.750000 Penalty: 4894.741211
	Iteration 66Q: 3 clusters Score -1598512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1598514.750000 Penalty: 4894.741211
	Iteration 67Q: 3 clusters Score -1598515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1598515.500000 Penalty: 4894.741211
	Iteration 68Q: 3 clusters Score -1598516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1598515.500000 Penalty: 4894.741211
	Iteration 69Q: 3 clusters Score -1598516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1598519.625000 Penalty: 4894.741211
	Iteration 70Q: 3 clusters Score -1598520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1598519.250000 Penalty: 4894.741211
	Iteration 71Q: 3 clusters Score -1598519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1598519.625000 Penalty: 4894.741211
	Iteration 72Q: 3 clusters Score -1598520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1598520.125000 Penalty: 4894.741211
	Iteration 73Q: 3 clusters Score -1598520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1598521.375000 Penalty: 4894.741211
	Iteration 74Q: 3 clusters Score -1598521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1598519.125000 Penalty: 4894.741211
	Iteration 75Q: 3 clusters Score -1598519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1598519.125000 Penalty: 4894.741211
	Iteration 76F: 3 clusters Score -1598519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Entering Unmasked Estep 
Score: -2142186.000000 Penalty: 2530.509277
	Iteration 0F: 2 clusters Score -2142186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2123519.000000 Penalty: 5061.018555
	Iteration 0F: 3 clusters Score -2123519 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2130199.750000 Penalty: 5061.018555
	Iteration 1F: 3 clusters Score -2130200 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2130689.000000 Penalty: 5061.018555
	Iteration 2Q: 3 clusters Score -2130689 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2131124.500000 Penalty: 5061.018555
	Iteration 3Q: 3 clusters Score -2131124 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2131553.000000 Penalty: 5061.018555
	Iteration 4Q: 3 clusters Score -2131553 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2131993.750000 Penalty: 5061.018555
	Iteration 5Q: 3 clusters Score -2131994 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2132486.750000 Penalty: 5061.018555
	Iteration 6Q: 3 clusters Score -2132487 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2133043.500000 Penalty: 5061.018555
	Iteration 7Q: 3 clusters Score -2133044 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2133662.250000 Penalty: 5061.018555
	Iteration 8Q: 3 clusters Score -2133662 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2134362.500000 Penalty: 5061.018555
	Iteration 9Q: 3 clusters Score -2134362 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2135121.000000 Penalty: 5061.018555
	Iteration 10Q: 3 clusters Score -2135121 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2135836.250000 Penalty: 5061.018555
	Iteration 11Q: 3 clusters Score -2135836 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2136525.250000 Penalty: 5061.018555
	Iteration 12Q: 3 clusters Score -2136525 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2137166.500000 Penalty: 5061.018555
	Iteration 13Q: 3 clusters Score -2137166 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2137783.250000 Penalty: 5061.018555
	Iteration 14Q: 3 clusters Score -2137783 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2138368.750000 Penalty: 5061.018555
	Iteration 15Q: 3 clusters Score -2138369 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2138973.000000 Penalty: 5061.018555
	Iteration 16Q: 3 clusters Score -2138973 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2139692.750000 Penalty: 5061.018555
	Iteration 17Q: 3 clusters Score -2139693 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2140470.250000 Penalty: 5061.018555
	Iteration 18Q: 3 clusters Score -2140470 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2141115.500000 Penalty: 5061.018555
	Iteration 19Q: 3 clusters Score -2141116 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2141501.250000 Penalty: 5061.018555
	Iteration 20F: 3 clusters Score -2141501 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2141763.750000 Penalty: 5061.018555
	Iteration 21Q: 3 clusters Score -2141764 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2141941.000000 Penalty: 5061.018555
	Iteration 22Q: 3 clusters Score -2141941 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2142039.500000 Penalty: 5061.018555
	Iteration 23Q: 3 clusters Score -2142040 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2142101.750000 Penalty: 5061.018555
	Iteration 24Q: 3 clusters Score -2142102 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2142147.500000 Penalty: 5061.018555
	Iteration 25Q: 3 clusters Score -2142148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2142185.750000 Penalty: 5061.018555
	Iteration 26Q: 3 clusters Score -2142186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2142209.750000 Penalty: 5061.018555
	Iteration 27Q: 3 clusters Score -2142210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2142215.750000 Penalty: 5061.018555
	Iteration 28Q: 3 clusters Score -2142216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2142220.500000 Penalty: 5061.018555
	Iteration 29Q: 3 clusters Score -2142220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2142222.250000 Penalty: 5061.018555
	Iteration 30Q: 3 clusters Score -2142222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2142230.500000 Penalty: 5061.018555
	Iteration 31Q: 3 clusters Score -2142230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2142233.250000 Penalty: 5061.018555
	Iteration 32Q: 3 clusters Score -2142233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2142233.500000 Penalty: 5061.018555
	Iteration 33Q: 3 clusters Score -2142234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2142236.750000 Penalty: 5061.018555
	Iteration 34Q: 3 clusters Score -2142237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2142235.000000 Penalty: 5061.018555
	Iteration 35Q: 3 clusters Score -2142235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2142235.000000 Penalty: 5061.018555
	Iteration 36Q: 3 clusters Score -2142235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2142231.750000 Penalty: 5061.018555
	Iteration 37Q: 3 clusters Score -2142232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2142230.000000 Penalty: 5061.018555
	Iteration 38Q: 3 clusters Score -2142230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2142228.500000 Penalty: 5061.018555
	Iteration 39Q: 3 clusters Score -2142228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2142232.000000 Penalty: 5061.018555
	Iteration 40F: 3 clusters Score -2142232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2142229.500000 Penalty: 5061.018555
	Iteration 41Q: 3 clusters Score -2142230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2142229.500000 Penalty: 5061.018555
	Iteration 42F: 3 clusters Score -2142230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 270241 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6443 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 14707 members 
Mstep: Class 31 contains 107463 members 
Mstep: Class 32 contains 15097 members 
Entering Unmasked Estep 
Score: -142749280.000000 Penalty: 114399.593750
Splitting cluster 12 changes total score from -142736640.000000 to -142749280.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (11186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Entering Unmasked Estep 
Score: -878988.937500 Penalty: 2311.959717
	Iteration 0F: 2 clusters Score -878988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -870536.187500 Penalty: 4623.919434
	Iteration 0F: 3 clusters Score -870536.2 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -873058.250000 Penalty: 4623.919434
	Iteration 1F: 3 clusters Score -873058.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -873390.500000 Penalty: 4623.919434
	Iteration 2F: 3 clusters Score -873390.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -873631.812500 Penalty: 4623.919434
	Iteration 3F: 3 clusters Score -873631.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -873836.125000 Penalty: 4623.919434
	Iteration 4Q: 3 clusters Score -873836.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -874016.750000 Penalty: 4623.919434
	Iteration 5Q: 3 clusters Score -874016.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -874196.500000 Penalty: 4623.919434
	Iteration 6Q: 3 clusters Score -874196.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -874385.875000 Penalty: 4623.919434
	Iteration 7Q: 3 clusters Score -874385.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -874581.062500 Penalty: 4623.919434
	Iteration 8Q: 3 clusters Score -874581.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -874816.812500 Penalty: 4623.919434
	Iteration 9Q: 3 clusters Score -874816.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -875050.125000 Penalty: 4623.919434
	Iteration 10Q: 3 clusters Score -875050.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -875234.500000 Penalty: 4623.919434
	Iteration 11Q: 3 clusters Score -875234.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -875396.687500 Penalty: 4623.919434
	Iteration 12Q: 3 clusters Score -875396.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -875549.812500 Penalty: 4623.919434
	Iteration 13Q: 3 clusters Score -875549.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -875679.312500 Penalty: 4623.919434
	Iteration 14Q: 3 clusters Score -875679.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -875777.812500 Penalty: 4623.919434
	Iteration 15Q: 3 clusters Score -875777.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -875868.375000 Penalty: 4623.919434
	Iteration 16Q: 3 clusters Score -875868.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -875947.625000 Penalty: 4623.919434
	Iteration 17Q: 3 clusters Score -875947.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -876015.062500 Penalty: 4623.919434
	Iteration 18Q: 3 clusters Score -876015.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -876076.750000 Penalty: 4623.919434
	Iteration 19Q: 3 clusters Score -876076.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -876127.375000 Penalty: 4623.919434
	Iteration 20F: 3 clusters Score -876127.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -876161.375000 Penalty: 4623.919434
	Iteration 21Q: 3 clusters Score -876161.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -876192.687500 Penalty: 4623.919434
	Iteration 22Q: 3 clusters Score -876192.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -876207.312500 Penalty: 4623.919434
	Iteration 23Q: 3 clusters Score -876207.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -876226.562500 Penalty: 4623.919434
	Iteration 24Q: 3 clusters Score -876226.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -876242.875000 Penalty: 4623.919434
	Iteration 25Q: 3 clusters Score -876242.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -876261.562500 Penalty: 4623.919434
	Iteration 26Q: 3 clusters Score -876261.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -876281.250000 Penalty: 4623.919434
	Iteration 27Q: 3 clusters Score -876281.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -876297.750000 Penalty: 4623.919434
	Iteration 28Q: 3 clusters Score -876297.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -876306.812500 Penalty: 4623.919434
	Iteration 29Q: 3 clusters Score -876306.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -876317.062500 Penalty: 4623.919434
	Iteration 30Q: 3 clusters Score -876317.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -876322.750000 Penalty: 4623.919434
	Iteration 31Q: 3 clusters Score -876322.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -876326.500000 Penalty: 4623.919434
	Iteration 32Q: 3 clusters Score -876326.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -876332.437500 Penalty: 4623.919434
	Iteration 33Q: 3 clusters Score -876332.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -876339.125000 Penalty: 4623.919434
	Iteration 34Q: 3 clusters Score -876339.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -876340.750000 Penalty: 4623.919434
	Iteration 35Q: 3 clusters Score -876340.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -876344.625000 Penalty: 4623.919434
	Iteration 36Q: 3 clusters Score -876344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -876350.125000 Penalty: 4623.919434
	Iteration 37Q: 3 clusters Score -876350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -876349.562500 Penalty: 4623.919434
	Iteration 38Q: 3 clusters Score -876349.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -876355.562500 Penalty: 4623.919434
	Iteration 39Q: 3 clusters Score -876355.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -876356.562500 Penalty: 4623.919434
	Iteration 40F: 3 clusters Score -876356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -876358.500000 Penalty: 4623.919434
	Iteration 41Q: 3 clusters Score -876358.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -876362.250000 Penalty: 4623.919434
	Iteration 42Q: 3 clusters Score -876362.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -876364.437500 Penalty: 4623.919434
	Iteration 43Q: 3 clusters Score -876364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -876365.250000 Penalty: 4623.919434
	Iteration 44Q: 3 clusters Score -876365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -876364.937500 Penalty: 4623.919434
	Iteration 45Q: 3 clusters Score -876364.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -876368.562500 Penalty: 4623.919434
	Iteration 46Q: 3 clusters Score -876368.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -876372.625000 Penalty: 4623.919434
	Iteration 47Q: 3 clusters Score -876372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -876373.000000 Penalty: 4623.919434
	Iteration 48Q: 3 clusters Score -876373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -876374.562500 Penalty: 4623.919434
	Iteration 49Q: 3 clusters Score -876374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -876373.937500 Penalty: 4623.919434
	Iteration 50Q: 3 clusters Score -876373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -876373.125000 Penalty: 4623.919434
	Iteration 51Q: 3 clusters Score -876373.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -876375.125000 Penalty: 4623.919434
	Iteration 52Q: 3 clusters Score -876375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -876375.812500 Penalty: 4623.919434
	Iteration 53Q: 3 clusters Score -876375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -876375.375000 Penalty: 4623.919434
	Iteration 54Q: 3 clusters Score -876375.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -876377.750000 Penalty: 4623.919434
	Iteration 55Q: 3 clusters Score -876377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -876377.875000 Penalty: 4623.919434
	Iteration 56Q: 3 clusters Score -876377.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -876382.937500 Penalty: 4623.919434
	Iteration 57Q: 3 clusters Score -876382.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -876386.000000 Penalty: 4623.919434
	Iteration 58Q: 3 clusters Score -876386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -876387.937500 Penalty: 4623.919434
	Iteration 59Q: 3 clusters Score -876387.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -876390.625000 Penalty: 4623.919434
	Iteration 60F: 3 clusters Score -876390.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -876390.875000 Penalty: 4623.919434
	Iteration 61Q: 3 clusters Score -876390.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -876396.750000 Penalty: 4623.919434
	Iteration 62Q: 3 clusters Score -876396.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -876401.937500 Penalty: 4623.919434
	Iteration 63Q: 3 clusters Score -876401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -876398.000000 Penalty: 4623.919434
	Iteration 64Q: 3 clusters Score -876398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -876403.937500 Penalty: 4623.919434
	Iteration 65Q: 3 clusters Score -876403.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -876406.500000 Penalty: 4623.919434
	Iteration 66Q: 3 clusters Score -876406.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -876407.062500 Penalty: 4623.919434
	Iteration 67Q: 3 clusters Score -876407.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -876409.750000 Penalty: 4623.919434
	Iteration 68Q: 3 clusters Score -876409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -876416.687500 Penalty: 4623.919434
	Iteration 69Q: 3 clusters Score -876416.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -876417.312500 Penalty: 4623.919434
	Iteration 70Q: 3 clusters Score -876417.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -876419.437500 Penalty: 4623.919434
	Iteration 71Q: 3 clusters Score -876419.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -876423.250000 Penalty: 4623.919434
	Iteration 72Q: 3 clusters Score -876423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -876425.187500 Penalty: 4623.919434
	Iteration 73Q: 3 clusters Score -876425.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -876428.812500 Penalty: 4623.919434
	Iteration 74Q: 3 clusters Score -876428.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -876429.125000 Penalty: 4623.919434
	Iteration 75Q: 3 clusters Score -876429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -876429.562500 Penalty: 4623.919434
	Iteration 76Q: 3 clusters Score -876429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -876427.937500 Penalty: 4623.919434
	Iteration 77Q: 3 clusters Score -876427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -876425.812500 Penalty: 4623.919434
	Iteration 78Q: 3 clusters Score -876425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -876427.312500 Penalty: 4623.919434
	Iteration 79Q: 3 clusters Score -876427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -876429.500000 Penalty: 4623.919434
	Iteration 80F: 3 clusters Score -876429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -876430.812500 Penalty: 4623.919434
	Iteration 81Q: 3 clusters Score -876430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -876433.437500 Penalty: 4623.919434
	Iteration 82Q: 3 clusters Score -876433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -876432.750000 Penalty: 4623.919434
	Iteration 83Q: 3 clusters Score -876432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -876435.437500 Penalty: 4623.919434
	Iteration 84Q: 3 clusters Score -876435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -876436.312500 Penalty: 4623.919434
	Iteration 85Q: 3 clusters Score -876436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -876435.250000 Penalty: 4623.919434
	Iteration 86Q: 3 clusters Score -876435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -876435.312500 Penalty: 4623.919434
	Iteration 87Q: 3 clusters Score -876435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -876436.500000 Penalty: 4623.919434
	Iteration 88Q: 3 clusters Score -876436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -876436.500000 Penalty: 4623.919434
	Iteration 89F: 3 clusters Score -876436.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Entering Unmasked Estep 
Score: -1511219.000000 Penalty: 2444.061035
	Iteration 0F: 2 clusters Score -1511219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1497640.500000 Penalty: 4888.122070
	Iteration 0F: 3 clusters Score -1497640 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1502036.500000 Penalty: 4888.122070
	Iteration 1F: 3 clusters Score -1502036 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1502354.750000 Penalty: 4888.122070
	Iteration 2Q: 3 clusters Score -1502355 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1502606.625000 Penalty: 4888.122070
	Iteration 3Q: 3 clusters Score -1502607 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1502791.875000 Penalty: 4888.122070
	Iteration 4Q: 3 clusters Score -1502792 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1502955.875000 Penalty: 4888.122070
	Iteration 5Q: 3 clusters Score -1502956 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1503085.750000 Penalty: 4888.122070
	Iteration 6Q: 3 clusters Score -1503086 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1503196.000000 Penalty: 4888.122070
	Iteration 7Q: 3 clusters Score -1503196 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1503274.375000 Penalty: 4888.122070
	Iteration 8Q: 3 clusters Score -1503274 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1503366.000000 Penalty: 4888.122070
	Iteration 9Q: 3 clusters Score -1503366 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1503462.875000 Penalty: 4888.122070
	Iteration 10Q: 3 clusters Score -1503463 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1503574.875000 Penalty: 4888.122070
	Iteration 11Q: 3 clusters Score -1503575 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1503702.625000 Penalty: 4888.122070
	Iteration 12Q: 3 clusters Score -1503703 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1503883.125000 Penalty: 4888.122070
	Iteration 13Q: 3 clusters Score -1503883 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1504132.500000 Penalty: 4888.122070
	Iteration 14Q: 3 clusters Score -1504132 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1504507.500000 Penalty: 4888.122070
	Iteration 15Q: 3 clusters Score -1504508 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1505082.625000 Penalty: 4888.122070
	Iteration 16Q: 3 clusters Score -1505083 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1505849.750000 Penalty: 4888.122070
	Iteration 17F: 3 clusters Score -1505850 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1506761.875000 Penalty: 4888.122070
	Iteration 18F: 3 clusters Score -1506762 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1507701.125000 Penalty: 4888.122070
	Iteration 19F: 3 clusters Score -1507701 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1508530.375000 Penalty: 4888.122070
	Iteration 20F: 3 clusters Score -1508530 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1509253.750000 Penalty: 4888.122070
	Iteration 21Q: 3 clusters Score -1509254 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1509680.500000 Penalty: 4888.122070
	Iteration 22Q: 3 clusters Score -1509680 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1509847.500000 Penalty: 4888.122070
	Iteration 23Q: 3 clusters Score -1509848 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1509912.375000 Penalty: 4888.122070
	Iteration 24Q: 3 clusters Score -1509912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1509951.250000 Penalty: 4888.122070
	Iteration 25Q: 3 clusters Score -1509951 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1509969.375000 Penalty: 4888.122070
	Iteration 26Q: 3 clusters Score -1509969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1509974.625000 Penalty: 4888.122070
	Iteration 27Q: 3 clusters Score -1509975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1509979.625000 Penalty: 4888.122070
	Iteration 28Q: 3 clusters Score -1509980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1509982.250000 Penalty: 4888.122070
	Iteration 29Q: 3 clusters Score -1509982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1509986.500000 Penalty: 4888.122070
	Iteration 30Q: 3 clusters Score -1509986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1509987.500000 Penalty: 4888.122070
	Iteration 31Q: 3 clusters Score -1509988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1509987.500000 Penalty: 4888.122070
	Iteration 32Q: 3 clusters Score -1509988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1509989.000000 Penalty: 4888.122070
	Iteration 33Q: 3 clusters Score -1509989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1509991.500000 Penalty: 4888.122070
	Iteration 34Q: 3 clusters Score -1509992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1509994.875000 Penalty: 4888.122070
	Iteration 35Q: 3 clusters Score -1509995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1509996.500000 Penalty: 4888.122070
	Iteration 36Q: 3 clusters Score -1509996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1509999.000000 Penalty: 4888.122070
	Iteration 37Q: 3 clusters Score -1509999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1510002.375000 Penalty: 4888.122070
	Iteration 38Q: 3 clusters Score -1510002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1510003.500000 Penalty: 4888.122070
	Iteration 39Q: 3 clusters Score -1510004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1510003.500000 Penalty: 4888.122070
	Iteration 40F: 3 clusters Score -1510004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Entering Unmasked Estep 
Score: -2713781.750000 Penalty: 2593.578125
	Iteration 0F: 2 clusters Score -2713782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2690009.500000 Penalty: 5187.156250
	Iteration 0F: 3 clusters Score -2690010 nChanged 15889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2698866.750000 Penalty: 5187.156250
	Iteration 1F: 3 clusters Score -2698867 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2699461.500000 Penalty: 5187.156250
	Iteration 2Q: 3 clusters Score -2699462 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2700203.500000 Penalty: 5187.156250
	Iteration 3Q: 3 clusters Score -2700204 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2701268.500000 Penalty: 5187.156250
	Iteration 4F: 3 clusters Score -2701268 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2702536.250000 Penalty: 5187.156250
	Iteration 5F: 3 clusters Score -2702536 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2703836.000000 Penalty: 5187.156250
	Iteration 6F: 3 clusters Score -2703836 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2705095.000000 Penalty: 5187.156250
	Iteration 7F: 3 clusters Score -2705095 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2706300.000000 Penalty: 5187.156250
	Iteration 8F: 3 clusters Score -2706300 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2707409.750000 Penalty: 5187.156250
	Iteration 9Q: 3 clusters Score -2707410 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2708205.500000 Penalty: 5187.156250
	Iteration 10Q: 3 clusters Score -2708206 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2708794.250000 Penalty: 5187.156250
	Iteration 11Q: 3 clusters Score -2708794 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2709180.750000 Penalty: 5187.156250
	Iteration 12Q: 3 clusters Score -2709181 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2709456.750000 Penalty: 5187.156250
	Iteration 13Q: 3 clusters Score -2709457 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2709651.750000 Penalty: 5187.156250
	Iteration 14Q: 3 clusters Score -2709652 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2709823.000000 Penalty: 5187.156250
	Iteration 15Q: 3 clusters Score -2709823 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2710009.750000 Penalty: 5187.156250
	Iteration 16Q: 3 clusters Score -2710010 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2710172.000000 Penalty: 5187.156250
	Iteration 17Q: 3 clusters Score -2710172 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2710334.500000 Penalty: 5187.156250
	Iteration 18Q: 3 clusters Score -2710334 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2710494.750000 Penalty: 5187.156250
	Iteration 19Q: 3 clusters Score -2710495 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2710660.250000 Penalty: 5187.156250
	Iteration 20F: 3 clusters Score -2710660 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2710805.250000 Penalty: 5187.156250
	Iteration 21Q: 3 clusters Score -2710805 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2710948.000000 Penalty: 5187.156250
	Iteration 22Q: 3 clusters Score -2710948 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2711098.250000 Penalty: 5187.156250
	Iteration 23Q: 3 clusters Score -2711098 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2711244.500000 Penalty: 5187.156250
	Iteration 24Q: 3 clusters Score -2711244 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2711378.500000 Penalty: 5187.156250
	Iteration 25Q: 3 clusters Score -2711378 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2711515.500000 Penalty: 5187.156250
	Iteration 26Q: 3 clusters Score -2711516 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2711629.250000 Penalty: 5187.156250
	Iteration 27Q: 3 clusters Score -2711629 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2711704.000000 Penalty: 5187.156250
	Iteration 28Q: 3 clusters Score -2711704 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2711779.000000 Penalty: 5187.156250
	Iteration 29Q: 3 clusters Score -2711779 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2711844.000000 Penalty: 5187.156250
	Iteration 30Q: 3 clusters Score -2711844 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2711895.500000 Penalty: 5187.156250
	Iteration 31Q: 3 clusters Score -2711896 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2711955.500000 Penalty: 5187.156250
	Iteration 32Q: 3 clusters Score -2711956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2712003.250000 Penalty: 5187.156250
	Iteration 33Q: 3 clusters Score -2712003 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2712056.750000 Penalty: 5187.156250
	Iteration 34Q: 3 clusters Score -2712057 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2712096.000000 Penalty: 5187.156250
	Iteration 35Q: 3 clusters Score -2712096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2712135.250000 Penalty: 5187.156250
	Iteration 36Q: 3 clusters Score -2712135 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2712174.250000 Penalty: 5187.156250
	Iteration 37Q: 3 clusters Score -2712174 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2712204.000000 Penalty: 5187.156250
	Iteration 38Q: 3 clusters Score -2712204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2712242.250000 Penalty: 5187.156250
	Iteration 39Q: 3 clusters Score -2712242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2712282.500000 Penalty: 5187.156250
	Iteration 40F: 3 clusters Score -2712282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2712317.500000 Penalty: 5187.156250
	Iteration 41Q: 3 clusters Score -2712318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2712358.500000 Penalty: 5187.156250
	Iteration 42Q: 3 clusters Score -2712358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2712401.250000 Penalty: 5187.156250
	Iteration 43Q: 3 clusters Score -2712401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2712449.500000 Penalty: 5187.156250
	Iteration 44Q: 3 clusters Score -2712450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2712492.000000 Penalty: 5187.156250
	Iteration 45Q: 3 clusters Score -2712492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2712532.250000 Penalty: 5187.156250
	Iteration 46Q: 3 clusters Score -2712532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2712552.750000 Penalty: 5187.156250
	Iteration 47Q: 3 clusters Score -2712553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2712566.250000 Penalty: 5187.156250
	Iteration 48Q: 3 clusters Score -2712566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2712591.000000 Penalty: 5187.156250
	Iteration 49Q: 3 clusters Score -2712591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2712621.750000 Penalty: 5187.156250
	Iteration 50Q: 3 clusters Score -2712622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2712653.250000 Penalty: 5187.156250
	Iteration 51Q: 3 clusters Score -2712653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2712688.250000 Penalty: 5187.156250
	Iteration 52Q: 3 clusters Score -2712688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2712731.000000 Penalty: 5187.156250
	Iteration 53Q: 3 clusters Score -2712731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2712780.500000 Penalty: 5187.156250
	Iteration 54Q: 3 clusters Score -2712780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2712846.250000 Penalty: 5187.156250
	Iteration 55Q: 3 clusters Score -2712846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2712870.000000 Penalty: 5187.156250
	Iteration 56Q: 3 clusters Score -2712870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2712907.750000 Penalty: 5187.156250
	Iteration 57Q: 3 clusters Score -2712908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2712922.000000 Penalty: 5187.156250
	Iteration 58Q: 3 clusters Score -2712922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2712938.000000 Penalty: 5187.156250
	Iteration 59Q: 3 clusters Score -2712938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2712957.250000 Penalty: 5187.156250
	Iteration 60F: 3 clusters Score -2712957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2712971.750000 Penalty: 5187.156250
	Iteration 61Q: 3 clusters Score -2712972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2712971.500000 Penalty: 5187.156250
	Iteration 62Q: 3 clusters Score -2712972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2712974.500000 Penalty: 5187.156250
	Iteration 63Q: 3 clusters Score -2712974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2712979.000000 Penalty: 5187.156250
	Iteration 64Q: 3 clusters Score -2712979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2712980.750000 Penalty: 5187.156250
	Iteration 65Q: 3 clusters Score -2712981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2712987.250000 Penalty: 5187.156250
	Iteration 66Q: 3 clusters Score -2712987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2712991.000000 Penalty: 5187.156250
	Iteration 67Q: 3 clusters Score -2712991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2712994.750000 Penalty: 5187.156250
	Iteration 68Q: 3 clusters Score -2712995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2712997.750000 Penalty: 5187.156250
	Iteration 69Q: 3 clusters Score -2712998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2712996.500000 Penalty: 5187.156250
	Iteration 70Q: 3 clusters Score -2712996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2712995.000000 Penalty: 5187.156250
	Iteration 71Q: 3 clusters Score -2712995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2712996.000000 Penalty: 5187.156250
	Iteration 72Q: 3 clusters Score -2712996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2712995.750000 Penalty: 5187.156250
	Iteration 73Q: 3 clusters Score -2712996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2712998.000000 Penalty: 5187.156250
	Iteration 74Q: 3 clusters Score -2712998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2712997.500000 Penalty: 5187.156250
	Iteration 75Q: 3 clusters Score -2712998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2712997.500000 Penalty: 5187.156250
	Iteration 76F: 3 clusters Score -2712998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -154033.156250 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -154033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -151165.296875 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -151165.3 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -151949.953125 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -151950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -152253.984375 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -152254 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -152483.437500 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -152483.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -152721.015625 Penalty: 3890.743408
	Iteration 4F: 3 clusters Score -152721 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -152930.421875 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -152930.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -153052.281250 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -153052.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -153123.828125 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -153123.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -153160.328125 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -153160.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -153183.468750 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -153183.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153196.656250 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -153196.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153205.984375 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -153206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153222.859375 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -153222.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -153248.500000 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -153248.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -153273.671875 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -153273.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -153287.828125 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -153287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -153304.687500 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -153304.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -153319.750000 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -153319.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -153335.156250 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -153335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -153346.171875 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -153346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -153357.703125 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -153357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -153362.796875 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -153362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -153366.812500 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -153366.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -153372.062500 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -153372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -153379.593750 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -153379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -153385.781250 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -153385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -153392.125000 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -153392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -153397.515625 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -153397.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -153401.078125 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -153401.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -153409.171875 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -153409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -153419.328125 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -153419.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -153432.890625 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -153432.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -153458.359375 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -153458.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -153472.375000 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -153472.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -153486.781250 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -153486.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -153508.218750 Penalty: 3890.743408
	Iteration 35Q: 3 clusters Score -153508.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -153522.843750 Penalty: 3890.743408
	Iteration 36Q: 3 clusters Score -153522.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -153541.656250 Penalty: 3890.743408
	Iteration 37Q: 3 clusters Score -153541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -153551.437500 Penalty: 3890.743408
	Iteration 38Q: 3 clusters Score -153551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -153563.843750 Penalty: 3890.743408
	Iteration 39Q: 3 clusters Score -153563.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -153576.687500 Penalty: 3890.743408
	Iteration 40F: 3 clusters Score -153576.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -153589.625000 Penalty: 3890.743408
	Iteration 41Q: 3 clusters Score -153589.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -153603.765625 Penalty: 3890.743408
	Iteration 42Q: 3 clusters Score -153603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -153614.453125 Penalty: 3890.743408
	Iteration 43Q: 3 clusters Score -153614.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -153627.796875 Penalty: 3890.743408
	Iteration 44Q: 3 clusters Score -153627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -153638.093750 Penalty: 3890.743408
	Iteration 45Q: 3 clusters Score -153638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -153642.656250 Penalty: 3890.743408
	Iteration 46Q: 3 clusters Score -153642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -153646.500000 Penalty: 3890.743408
	Iteration 47Q: 3 clusters Score -153646.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -153650.484375 Penalty: 3890.743408
	Iteration 48Q: 3 clusters Score -153650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -153655.921875 Penalty: 3890.743408
	Iteration 49Q: 3 clusters Score -153655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153660.453125 Penalty: 3890.743408
	Iteration 50Q: 3 clusters Score -153660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -153667.796875 Penalty: 3890.743408
	Iteration 51Q: 3 clusters Score -153667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -153678.843750 Penalty: 3890.743408
	Iteration 52Q: 3 clusters Score -153678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -153682.343750 Penalty: 3890.743408
	Iteration 53Q: 3 clusters Score -153682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153699.750000 Penalty: 3890.743408
	Iteration 54Q: 3 clusters Score -153699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -153719.828125 Penalty: 3890.743408
	Iteration 55Q: 3 clusters Score -153719.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -153738.937500 Penalty: 3890.743408
	Iteration 56Q: 3 clusters Score -153738.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -153749.890625 Penalty: 3890.743408
	Iteration 57Q: 3 clusters Score -153749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -153760.281250 Penalty: 3890.743408
	Iteration 58Q: 3 clusters Score -153760.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -153768.078125 Penalty: 3890.743408
	Iteration 59Q: 3 clusters Score -153768.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -153772.343750 Penalty: 3890.743408
	Iteration 60F: 3 clusters Score -153772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153774.750000 Penalty: 3890.743408
	Iteration 61Q: 3 clusters Score -153774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -153777.078125 Penalty: 3890.743408
	Iteration 62Q: 3 clusters Score -153777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -153777.984375 Penalty: 3890.743408
	Iteration 63Q: 3 clusters Score -153778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153778.546875 Penalty: 3890.743408
	Iteration 64Q: 3 clusters Score -153778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -153779.468750 Penalty: 3890.743408
	Iteration 65Q: 3 clusters Score -153779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -153780.015625 Penalty: 3890.743408
	Iteration 66Q: 3 clusters Score -153780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153781.078125 Penalty: 3890.743408
	Iteration 67Q: 3 clusters Score -153781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -153781.078125 Penalty: 3890.743408
	Iteration 68F: 3 clusters Score -153781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -254990.375000 Penalty: 2005.658569
	Iteration 0F: 2 clusters Score -254990.4 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 1640 members 
Entering Unmasked Estep 
Score: -251539.156250 Penalty: 4011.317139
	Iteration 0F: 3 clusters Score -251539.2 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -252330.406250 Penalty: 4011.317139
	Iteration 1F: 3 clusters Score -252330.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -252566.968750 Penalty: 4011.317139
	Iteration 2F: 3 clusters Score -252567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -252694.078125 Penalty: 4011.317139
	Iteration 3F: 3 clusters Score -252694.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -252774.406250 Penalty: 4011.317139
	Iteration 4Q: 3 clusters Score -252774.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -252840.375000 Penalty: 4011.317139
	Iteration 5Q: 3 clusters Score -252840.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -252892.265625 Penalty: 4011.317139
	Iteration 6Q: 3 clusters Score -252892.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -252933.796875 Penalty: 4011.317139
	Iteration 7Q: 3 clusters Score -252933.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -252976.656250 Penalty: 4011.317139
	Iteration 8Q: 3 clusters Score -252976.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -253009.234375 Penalty: 4011.317139
	Iteration 9Q: 3 clusters Score -253009.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -253039.265625 Penalty: 4011.317139
	Iteration 10Q: 3 clusters Score -253039.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -253060.781250 Penalty: 4011.317139
	Iteration 11Q: 3 clusters Score -253060.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -253086.031250 Penalty: 4011.317139
	Iteration 12Q: 3 clusters Score -253086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253109.046875 Penalty: 4011.317139
	Iteration 13Q: 3 clusters Score -253109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -253127.109375 Penalty: 4011.317139
	Iteration 14Q: 3 clusters Score -253127.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -253146.390625 Penalty: 4011.317139
	Iteration 15Q: 3 clusters Score -253146.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -253165.421875 Penalty: 4011.317139
	Iteration 16Q: 3 clusters Score -253165.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -253180.921875 Penalty: 4011.317139
	Iteration 17Q: 3 clusters Score -253180.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253192.312500 Penalty: 4011.317139
	Iteration 18Q: 3 clusters Score -253192.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253204.500000 Penalty: 4011.317139
	Iteration 19Q: 3 clusters Score -253204.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253214.234375 Penalty: 4011.317139
	Iteration 20F: 3 clusters Score -253214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253226.937500 Penalty: 4011.317139
	Iteration 21Q: 3 clusters Score -253226.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -253237.890625 Penalty: 4011.317139
	Iteration 22Q: 3 clusters Score -253237.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -253248.562500 Penalty: 4011.317139
	Iteration 23Q: 3 clusters Score -253248.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -253254.968750 Penalty: 4011.317139
	Iteration 24Q: 3 clusters Score -253255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -253261.421875 Penalty: 4011.317139
	Iteration 25Q: 3 clusters Score -253261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -253265.312500 Penalty: 4011.317139
	Iteration 26Q: 3 clusters Score -253265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -253267.140625 Penalty: 4011.317139
	Iteration 27Q: 3 clusters Score -253267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -253270.437500 Penalty: 4011.317139
	Iteration 28Q: 3 clusters Score -253270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -253272.125000 Penalty: 4011.317139
	Iteration 29Q: 3 clusters Score -253272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -253273.031250 Penalty: 4011.317139
	Iteration 30Q: 3 clusters Score -253273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -253274.328125 Penalty: 4011.317139
	Iteration 31Q: 3 clusters Score -253274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -253274.328125 Penalty: 4011.317139
	Iteration 32Q: 3 clusters Score -253274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -253274.984375 Penalty: 4011.317139
	Iteration 33Q: 3 clusters Score -253275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -253276.406250 Penalty: 4011.317139
	Iteration 34Q: 3 clusters Score -253276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -253278.421875 Penalty: 4011.317139
	Iteration 35Q: 3 clusters Score -253278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -253279.859375 Penalty: 4011.317139
	Iteration 36Q: 3 clusters Score -253279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253284.812500 Penalty: 4011.317139
	Iteration 37Q: 3 clusters Score -253284.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -253289.750000 Penalty: 4011.317139
	Iteration 38Q: 3 clusters Score -253289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -253293.328125 Penalty: 4011.317139
	Iteration 39Q: 3 clusters Score -253293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -253296.187500 Penalty: 4011.317139
	Iteration 40F: 3 clusters Score -253296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -253299.140625 Penalty: 4011.317139
	Iteration 41Q: 3 clusters Score -253299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -253303.515625 Penalty: 4011.317139
	Iteration 42Q: 3 clusters Score -253303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -253305.593750 Penalty: 4011.317139
	Iteration 43Q: 3 clusters Score -253305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -253308.484375 Penalty: 4011.317139
	Iteration 44Q: 3 clusters Score -253308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -253310.406250 Penalty: 4011.317139
	Iteration 45Q: 3 clusters Score -253310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -253310.953125 Penalty: 4011.317139
	Iteration 46Q: 3 clusters Score -253311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -253311.140625 Penalty: 4011.317139
	Iteration 47Q: 3 clusters Score -253311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -253311.296875 Penalty: 4011.317139
	Iteration 48Q: 3 clusters Score -253311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -253311.296875 Penalty: 4011.317139
	Iteration 49F: 3 clusters Score -253311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (53168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Entering Unmasked Estep 
Score: -4193773.000000 Penalty: 2698.540527
	Iteration 0F: 2 clusters Score -4193773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -4158079.250000 Penalty: 5397.081055
	Iteration 0F: 3 clusters Score -4158079 nChanged 24538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -4171564.750000 Penalty: 5397.081055
	Iteration 1F: 3 clusters Score -4171565 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4172093.750000 Penalty: 5397.081055
	Iteration 2Q: 3 clusters Score -4172094 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4172636.000000 Penalty: 5397.081055
	Iteration 3Q: 3 clusters Score -4172636 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4173203.000000 Penalty: 5397.081055
	Iteration 4Q: 3 clusters Score -4173203 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4173818.500000 Penalty: 5397.081055
	Iteration 5Q: 3 clusters Score -4173818 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4174612.250000 Penalty: 5397.081055
	Iteration 6Q: 3 clusters Score -4174612 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4175616.750000 Penalty: 5397.081055
	Iteration 7Q: 3 clusters Score -4175617 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -4176945.000000 Penalty: 5397.081055
	Iteration 8Q: 3 clusters Score -4176945 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -4178729.500000 Penalty: 5397.081055
	Iteration 9F: 3 clusters Score -4178730 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4180679.250000 Penalty: 5397.081055
	Iteration 10F: 3 clusters Score -4180679 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4182091.500000 Penalty: 5397.081055
	Iteration 11F: 3 clusters Score -4182092 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4182838.500000 Penalty: 5397.081055
	Iteration 12Q: 3 clusters Score -4182838 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4183184.250000 Penalty: 5397.081055
	Iteration 13Q: 3 clusters Score -4183184 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4183357.250000 Penalty: 5397.081055
	Iteration 14Q: 3 clusters Score -4183357 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4183430.000000 Penalty: 5397.081055
	Iteration 15Q: 3 clusters Score -4183430 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4183517.500000 Penalty: 5397.081055
	Iteration 16Q: 3 clusters Score -4183518 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4183602.250000 Penalty: 5397.081055
	Iteration 17Q: 3 clusters Score -4183602 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4183645.000000 Penalty: 5397.081055
	Iteration 18Q: 3 clusters Score -4183645 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4183707.250000 Penalty: 5397.081055
	Iteration 19Q: 3 clusters Score -4183707 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4183755.000000 Penalty: 5397.081055
	Iteration 20F: 3 clusters Score -4183755 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4183791.250000 Penalty: 5397.081055
	Iteration 21Q: 3 clusters Score -4183791 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4183846.750000 Penalty: 5397.081055
	Iteration 22Q: 3 clusters Score -4183847 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4183903.750000 Penalty: 5397.081055
	Iteration 23Q: 3 clusters Score -4183904 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4183973.000000 Penalty: 5397.081055
	Iteration 24Q: 3 clusters Score -4183973 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4184027.750000 Penalty: 5397.081055
	Iteration 25Q: 3 clusters Score -4184028 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4184104.000000 Penalty: 5397.081055
	Iteration 26Q: 3 clusters Score -4184104 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4184156.250000 Penalty: 5397.081055
	Iteration 27Q: 3 clusters Score -4184156 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4184218.750000 Penalty: 5397.081055
	Iteration 28Q: 3 clusters Score -4184219 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4184326.250000 Penalty: 5397.081055
	Iteration 29Q: 3 clusters Score -4184326 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4184392.750000 Penalty: 5397.081055
	Iteration 30Q: 3 clusters Score -4184393 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4184466.250000 Penalty: 5397.081055
	Iteration 31Q: 3 clusters Score -4184466 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4184565.500000 Penalty: 5397.081055
	Iteration 32Q: 3 clusters Score -4184566 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4184701.750000 Penalty: 5397.081055
	Iteration 33Q: 3 clusters Score -4184702 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4184852.000000 Penalty: 5397.081055
	Iteration 34Q: 3 clusters Score -4184852 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4184996.750000 Penalty: 5397.081055
	Iteration 35Q: 3 clusters Score -4184997 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -4185190.000000 Penalty: 5397.081055
	Iteration 36Q: 3 clusters Score -4185190 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -4185387.250000 Penalty: 5397.081055
	Iteration 37Q: 3 clusters Score -4185387 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -4185655.750000 Penalty: 5397.081055
	Iteration 38Q: 3 clusters Score -4185656 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -4185933.000000 Penalty: 5397.081055
	Iteration 39Q: 3 clusters Score -4185933 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -4186229.000000 Penalty: 5397.081055
	Iteration 40F: 3 clusters Score -4186229 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -4186593.500000 Penalty: 5397.081055
	Iteration 41Q: 3 clusters Score -4186594 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -4187064.000000 Penalty: 5397.081055
	Iteration 42Q: 3 clusters Score -4187064 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -4187563.000000 Penalty: 5397.081055
	Iteration 43Q: 3 clusters Score -4187563 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -4188133.000000 Penalty: 5397.081055
	Iteration 44Q: 3 clusters Score -4188133 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -4188738.000000 Penalty: 5397.081055
	Iteration 45Q: 3 clusters Score -4188738 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -4189417.250000 Penalty: 5397.081055
	Iteration 46Q: 3 clusters Score -4189417 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -4189968.000000 Penalty: 5397.081055
	Iteration 47Q: 3 clusters Score -4189968 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -4190431.000000 Penalty: 5397.081055
	Iteration 48Q: 3 clusters Score -4190431 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -4190744.500000 Penalty: 5397.081055
	Iteration 49Q: 3 clusters Score -4190744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -4190949.250000 Penalty: 5397.081055
	Iteration 50Q: 3 clusters Score -4190949 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -4191096.750000 Penalty: 5397.081055
	Iteration 51Q: 3 clusters Score -4191097 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -4191198.250000 Penalty: 5397.081055
	Iteration 52Q: 3 clusters Score -4191198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -4191272.250000 Penalty: 5397.081055
	Iteration 53Q: 3 clusters Score -4191272 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -4191324.750000 Penalty: 5397.081055
	Iteration 54Q: 3 clusters Score -4191325 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4191365.750000 Penalty: 5397.081055
	Iteration 55Q: 3 clusters Score -4191366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -4191377.250000 Penalty: 5397.081055
	Iteration 56Q: 3 clusters Score -4191377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -4191417.000000 Penalty: 5397.081055
	Iteration 57Q: 3 clusters Score -4191417 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -4191429.250000 Penalty: 5397.081055
	Iteration 58Q: 3 clusters Score -4191429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -4191434.750000 Penalty: 5397.081055
	Iteration 59Q: 3 clusters Score -4191435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -4191453.750000 Penalty: 5397.081055
	Iteration 60F: 3 clusters Score -4191454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -4191462.250000 Penalty: 5397.081055
	Iteration 61Q: 3 clusters Score -4191462 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -4191468.250000 Penalty: 5397.081055
	Iteration 62Q: 3 clusters Score -4191468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -4191484.000000 Penalty: 5397.081055
	Iteration 63Q: 3 clusters Score -4191484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -4191481.750000 Penalty: 5397.081055
	Iteration 64Q: 3 clusters Score -4191482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -4191495.750000 Penalty: 5397.081055
	Iteration 65Q: 3 clusters Score -4191496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -4191498.250000 Penalty: 5397.081055
	Iteration 66Q: 3 clusters Score -4191498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -4191507.500000 Penalty: 5397.081055
	Iteration 67Q: 3 clusters Score -4191508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -4191510.500000 Penalty: 5397.081055
	Iteration 68Q: 3 clusters Score -4191510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -4191520.000000 Penalty: 5397.081055
	Iteration 69Q: 3 clusters Score -4191520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -4191538.750000 Penalty: 5397.081055
	Iteration 70Q: 3 clusters Score -4191539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -4191538.500000 Penalty: 5397.081055
	Iteration 71Q: 3 clusters Score -4191538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -4191547.500000 Penalty: 5397.081055
	Iteration 72Q: 3 clusters Score -4191548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -4191555.500000 Penalty: 5397.081055
	Iteration 73Q: 3 clusters Score -4191556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -4191557.000000 Penalty: 5397.081055
	Iteration 74Q: 3 clusters Score -4191557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -4191556.000000 Penalty: 5397.081055
	Iteration 75Q: 3 clusters Score -4191556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -4191562.500000 Penalty: 5397.081055
	Iteration 76Q: 3 clusters Score -4191562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -4191556.750000 Penalty: 5397.081055
	Iteration 77Q: 3 clusters Score -4191557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -4191565.750000 Penalty: 5397.081055
	Iteration 78Q: 3 clusters Score -4191566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -4191564.500000 Penalty: 5397.081055
	Iteration 79Q: 3 clusters Score -4191564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -4191563.500000 Penalty: 5397.081055
	Iteration 80F: 3 clusters Score -4191564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -4191564.500000 Penalty: 5397.081055
	Iteration 81Q: 3 clusters Score -4191564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -4191558.250000 Penalty: 5397.081055
	Iteration 82Q: 3 clusters Score -4191558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -4191562.750000 Penalty: 5397.081055
	Iteration 83Q: 3 clusters Score -4191563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -4191569.000000 Penalty: 5397.081055
	Iteration 84Q: 3 clusters Score -4191569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -4191564.500000 Penalty: 5397.081055
	Iteration 85Q: 3 clusters Score -4191564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -4191565.500000 Penalty: 5397.081055
	Iteration 86Q: 3 clusters Score -4191566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -4191566.250000 Penalty: 5397.081055
	Iteration 87Q: 3 clusters Score -4191566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -4191569.250000 Penalty: 5397.081055
	Iteration 88Q: 3 clusters Score -4191569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -4191566.500000 Penalty: 5397.081055
	Iteration 89Q: 3 clusters Score -4191566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -4191568.500000 Penalty: 5397.081055
	Iteration 90Q: 3 clusters Score -4191568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -4191570.000000 Penalty: 5397.081055
	Iteration 91Q: 3 clusters Score -4191570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -4191571.250000 Penalty: 5397.081055
	Iteration 92Q: 3 clusters Score -4191571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -4191568.750000 Penalty: 5397.081055
	Iteration 93Q: 3 clusters Score -4191569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -4191568.500000 Penalty: 5397.081055
	Iteration 94Q: 3 clusters Score -4191568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -4191568.250000 Penalty: 5397.081055
	Iteration 95Q: 3 clusters Score -4191568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -4191573.500000 Penalty: 5397.081055
	Iteration 96Q: 3 clusters Score -4191574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -4191573.500000 Penalty: 5397.081055
	Iteration 97F: 3 clusters Score -4191574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -632384.812500 Penalty: 2236.936768
	Iteration 0F: 2 clusters Score -632384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -625830.625000 Penalty: 4473.873535
	Iteration 0F: 3 clusters Score -625830.6 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -627861.500000 Penalty: 4473.873535
	Iteration 1F: 3 clusters Score -627861.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -628293.500000 Penalty: 4473.873535
	Iteration 2F: 3 clusters Score -628293.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -628658.750000 Penalty: 4473.873535
	Iteration 3F: 3 clusters Score -628658.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -628951.500000 Penalty: 4473.873535
	Iteration 4F: 3 clusters Score -628951.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -629240.250000 Penalty: 4473.873535
	Iteration 5F: 3 clusters Score -629240.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -629517.750000 Penalty: 4473.873535
	Iteration 6F: 3 clusters Score -629517.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -629789.250000 Penalty: 4473.873535
	Iteration 7Q: 3 clusters Score -629789.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -630075.437500 Penalty: 4473.873535
	Iteration 8Q: 3 clusters Score -630075.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -630341.875000 Penalty: 4473.873535
	Iteration 9Q: 3 clusters Score -630341.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -630566.000000 Penalty: 4473.873535
	Iteration 10Q: 3 clusters Score -630566 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -630727.062500 Penalty: 4473.873535
	Iteration 11Q: 3 clusters Score -630727.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -630813.187500 Penalty: 4473.873535
	Iteration 12Q: 3 clusters Score -630813.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -630868.375000 Penalty: 4473.873535
	Iteration 13Q: 3 clusters Score -630868.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -630915.062500 Penalty: 4473.873535
	Iteration 14Q: 3 clusters Score -630915.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -630952.562500 Penalty: 4473.873535
	Iteration 15Q: 3 clusters Score -630952.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -630986.687500 Penalty: 4473.873535
	Iteration 16Q: 3 clusters Score -630986.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -631020.750000 Penalty: 4473.873535
	Iteration 17Q: 3 clusters Score -631020.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -631054.562500 Penalty: 4473.873535
	Iteration 18Q: 3 clusters Score -631054.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -631085.375000 Penalty: 4473.873535
	Iteration 19Q: 3 clusters Score -631085.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -631121.687500 Penalty: 4473.873535
	Iteration 20F: 3 clusters Score -631121.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -631157.500000 Penalty: 4473.873535
	Iteration 21Q: 3 clusters Score -631157.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -631188.687500 Penalty: 4473.873535
	Iteration 22Q: 3 clusters Score -631188.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -631216.625000 Penalty: 4473.873535
	Iteration 23Q: 3 clusters Score -631216.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -631240.125000 Penalty: 4473.873535
	Iteration 24Q: 3 clusters Score -631240.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -631266.562500 Penalty: 4473.873535
	Iteration 25Q: 3 clusters Score -631266.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -631292.937500 Penalty: 4473.873535
	Iteration 26Q: 3 clusters Score -631292.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -631311.750000 Penalty: 4473.873535
	Iteration 27Q: 3 clusters Score -631311.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -631326.437500 Penalty: 4473.873535
	Iteration 28Q: 3 clusters Score -631326.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -631340.375000 Penalty: 4473.873535
	Iteration 29Q: 3 clusters Score -631340.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -631354.875000 Penalty: 4473.873535
	Iteration 30Q: 3 clusters Score -631354.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -631364.562500 Penalty: 4473.873535
	Iteration 31Q: 3 clusters Score -631364.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -631373.125000 Penalty: 4473.873535
	Iteration 32Q: 3 clusters Score -631373.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -631385.500000 Penalty: 4473.873535
	Iteration 33Q: 3 clusters Score -631385.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -631394.187500 Penalty: 4473.873535
	Iteration 34Q: 3 clusters Score -631394.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -631402.500000 Penalty: 4473.873535
	Iteration 35Q: 3 clusters Score -631402.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -631409.812500 Penalty: 4473.873535
	Iteration 36Q: 3 clusters Score -631409.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -631413.687500 Penalty: 4473.873535
	Iteration 37Q: 3 clusters Score -631413.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -631419.250000 Penalty: 4473.873535
	Iteration 38Q: 3 clusters Score -631419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -631423.312500 Penalty: 4473.873535
	Iteration 39Q: 3 clusters Score -631423.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -631426.500000 Penalty: 4473.873535
	Iteration 40F: 3 clusters Score -631426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -631430.000000 Penalty: 4473.873535
	Iteration 41Q: 3 clusters Score -631430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -631431.187500 Penalty: 4473.873535
	Iteration 42Q: 3 clusters Score -631431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -631434.625000 Penalty: 4473.873535
	Iteration 43Q: 3 clusters Score -631434.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -631435.187500 Penalty: 4473.873535
	Iteration 44Q: 3 clusters Score -631435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -631437.312500 Penalty: 4473.873535
	Iteration 45Q: 3 clusters Score -631437.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -631437.000000 Penalty: 4473.873535
	Iteration 46Q: 3 clusters Score -631437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -631439.125000 Penalty: 4473.873535
	Iteration 47Q: 3 clusters Score -631439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -631440.250000 Penalty: 4473.873535
	Iteration 48Q: 3 clusters Score -631440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -631441.062500 Penalty: 4473.873535
	Iteration 49Q: 3 clusters Score -631441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -631442.937500 Penalty: 4473.873535
	Iteration 50Q: 3 clusters Score -631442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -631444.187500 Penalty: 4473.873535
	Iteration 51Q: 3 clusters Score -631444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -631446.187500 Penalty: 4473.873535
	Iteration 52Q: 3 clusters Score -631446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -631446.062500 Penalty: 4473.873535
	Iteration 53Q: 3 clusters Score -631446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -631447.437500 Penalty: 4473.873535
	Iteration 54Q: 3 clusters Score -631447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -631448.187500 Penalty: 4473.873535
	Iteration 55Q: 3 clusters Score -631448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -631448.875000 Penalty: 4473.873535
	Iteration 56Q: 3 clusters Score -631448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -631449.187500 Penalty: 4473.873535
	Iteration 57Q: 3 clusters Score -631449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -631450.187500 Penalty: 4473.873535
	Iteration 58Q: 3 clusters Score -631450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -631450.437500 Penalty: 4473.873535
	Iteration 59Q: 3 clusters Score -631450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -631450.750000 Penalty: 4473.873535
	Iteration 60F: 3 clusters Score -631450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -631451.312500 Penalty: 4473.873535
	Iteration 61Q: 3 clusters Score -631451.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -631451.125000 Penalty: 4473.873535
	Iteration 62Q: 3 clusters Score -631451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -631451.812500 Penalty: 4473.873535
	Iteration 63Q: 3 clusters Score -631451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -631451.812500 Penalty: 4473.873535
	Iteration 64F: 3 clusters Score -631451.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (270241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270241 members 
Entering Unmasked Estep 
Score: -21832262.000000 Penalty: 3101.753174
	Iteration 0F: 2 clusters Score -2.183226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135068 members 
Mstep: Class 2 contains 135173 members 
Entering Unmasked Estep 
Score: -21650494.000000 Penalty: 6203.506348
	Iteration 0F: 3 clusters Score -2.165049e+07 nChanged 130722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -21727652.000000 Penalty: 6203.506348
	Iteration 1F: 3 clusters Score -2.172765e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133003 members 
Mstep: Class 2 contains 137238 members 
Entering Unmasked Estep 
Score: -21729394.000000 Penalty: 6203.506348
	Iteration 2Q: 3 clusters Score -2.172939e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 138395 members 
Entering Unmasked Estep 
Score: -21731238.000000 Penalty: 6203.506348
	Iteration 3Q: 3 clusters Score -2.173124e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129693 members 
Mstep: Class 2 contains 140548 members 
Entering Unmasked Estep 
Score: -21734382.000000 Penalty: 6203.506348
	Iteration 4Q: 3 clusters Score -2.173438e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126030 members 
Mstep: Class 2 contains 144211 members 
Entering Unmasked Estep 
Score: -21739182.000000 Penalty: 6203.506348
	Iteration 5Q: 3 clusters Score -2.173918e+07 nChanged 13909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -21747442.000000 Penalty: 6203.506348
	Iteration 6F: 3 clusters Score -2.174744e+07 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 158854 members 
Entering Unmasked Estep 
Score: -21760194.000000 Penalty: 6203.506348
	Iteration 7F: 3 clusters Score -2.176019e+07 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 170959 members 
Entering Unmasked Estep 
Score: -21779616.000000 Penalty: 6203.506348
	Iteration 8F: 3 clusters Score -2.177962e+07 nChanged 21348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 184321 members 
Entering Unmasked Estep 
Score: -21801192.000000 Penalty: 6203.506348
	Iteration 9F: 3 clusters Score -2.180119e+07 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 195459 members 
Entering Unmasked Estep 
Score: -21818700.000000 Penalty: 6203.506348
	Iteration 10F: 3 clusters Score -2.18187e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 203240 members 
Entering Unmasked Estep 
Score: -21828110.000000 Penalty: 6203.506348
	Iteration 11Q: 3 clusters Score -2.182811e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 208653 members 
Entering Unmasked Estep 
Score: -21832576.000000 Penalty: 6203.506348
	Iteration 12Q: 3 clusters Score -2.183258e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 212600 members 
Entering Unmasked Estep 
Score: -21835008.000000 Penalty: 6203.506348
	Iteration 13Q: 3 clusters Score -2.183501e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 215651 members 
Entering Unmasked Estep 
Score: -21836336.000000 Penalty: 6203.506348
	Iteration 14Q: 3 clusters Score -2.183634e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 218163 members 
Entering Unmasked Estep 
Score: -21837104.000000 Penalty: 6203.506348
	Iteration 15Q: 3 clusters Score -2.18371e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 220277 members 
Entering Unmasked Estep 
Score: -21837614.000000 Penalty: 6203.506348
	Iteration 16Q: 3 clusters Score -2.183761e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 222031 members 
Entering Unmasked Estep 
Score: -21837966.000000 Penalty: 6203.506348
	Iteration 17Q: 3 clusters Score -2.183797e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 223466 members 
Entering Unmasked Estep 
Score: -21838128.000000 Penalty: 6203.506348
	Iteration 18Q: 3 clusters Score -2.183813e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 224599 members 
Entering Unmasked Estep 
Score: -21838304.000000 Penalty: 6203.506348
	Iteration 19Q: 3 clusters Score -2.18383e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 225538 members 
Entering Unmasked Estep 
Score: -21838442.000000 Penalty: 6203.506348
	Iteration 20F: 3 clusters Score -2.183844e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 226351 members 
Entering Unmasked Estep 
Score: -21838526.000000 Penalty: 6203.506348
	Iteration 21Q: 3 clusters Score -2.183853e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 227102 members 
Entering Unmasked Estep 
Score: -21838516.000000 Penalty: 6203.506348
	Iteration 22Q: 3 clusters Score -2.183852e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 227796 members 
Entering Unmasked Estep 
Score: -21838542.000000 Penalty: 6203.506348
	Iteration 23Q: 3 clusters Score -2.183854e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 228363 members 
Entering Unmasked Estep 
Score: -21838578.000000 Penalty: 6203.506348
	Iteration 24Q: 3 clusters Score -2.183858e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 228826 members 
Entering Unmasked Estep 
Score: -21838678.000000 Penalty: 6203.506348
	Iteration 25Q: 3 clusters Score -2.183868e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 229193 members 
Entering Unmasked Estep 
Score: -21838684.000000 Penalty: 6203.506348
	Iteration 26Q: 3 clusters Score -2.183868e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 229515 members 
Entering Unmasked Estep 
Score: -21838720.000000 Penalty: 6203.506348
	Iteration 27Q: 3 clusters Score -2.183872e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 229792 members 
Entering Unmasked Estep 
Score: -21838714.000000 Penalty: 6203.506348
	Iteration 28Q: 3 clusters Score -2.183871e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 230032 members 
Entering Unmasked Estep 
Score: -21838764.000000 Penalty: 6203.506348
	Iteration 29Q: 3 clusters Score -2.183876e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 230267 members 
Entering Unmasked Estep 
Score: -21838794.000000 Penalty: 6203.506348
	Iteration 30Q: 3 clusters Score -2.183879e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 230477 members 
Entering Unmasked Estep 
Score: -21838760.000000 Penalty: 6203.506348
	Iteration 31Q: 3 clusters Score -2.183876e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 230647 members 
Entering Unmasked Estep 
Score: -21838730.000000 Penalty: 6203.506348
	Iteration 32Q: 3 clusters Score -2.183873e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 230821 members 
Entering Unmasked Estep 
Score: -21838780.000000 Penalty: 6203.506348
	Iteration 33Q: 3 clusters Score -2.183878e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 230975 members 
Entering Unmasked Estep 
Score: -21838788.000000 Penalty: 6203.506348
	Iteration 34Q: 3 clusters Score -2.183879e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 231109 members 
Entering Unmasked Estep 
Score: -21838786.000000 Penalty: 6203.506348
	Iteration 35Q: 3 clusters Score -2.183879e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 231239 members 
Entering Unmasked Estep 
Score: -21838752.000000 Penalty: 6203.506348
	Iteration 36Q: 3 clusters Score -2.183875e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 231351 members 
Entering Unmasked Estep 
Score: -21838762.000000 Penalty: 6203.506348
	Iteration 37Q: 3 clusters Score -2.183876e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 231430 members 
Entering Unmasked Estep 
Score: -21838750.000000 Penalty: 6203.506348
	Iteration 38Q: 3 clusters Score -2.183875e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 231499 members 
Entering Unmasked Estep 
Score: -21838780.000000 Penalty: 6203.506348
	Iteration 39Q: 3 clusters Score -2.183878e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 231568 members 
Entering Unmasked Estep 
Score: -21838764.000000 Penalty: 6203.506348
	Iteration 40F: 3 clusters Score -2.183876e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 231641 members 
Entering Unmasked Estep 
Score: -21838766.000000 Penalty: 6203.506348
	Iteration 41Q: 3 clusters Score -2.183877e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 231718 members 
Entering Unmasked Estep 
Score: -21838788.000000 Penalty: 6203.506348
	Iteration 42Q: 3 clusters Score -2.183879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 231774 members 
Entering Unmasked Estep 
Score: -21838780.000000 Penalty: 6203.506348
	Iteration 43Q: 3 clusters Score -2.183878e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 231831 members 
Entering Unmasked Estep 
Score: -21838784.000000 Penalty: 6203.506348
	Iteration 44Q: 3 clusters Score -2.183878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 231877 members 
Entering Unmasked Estep 
Score: -21838794.000000 Penalty: 6203.506348
	Iteration 45Q: 3 clusters Score -2.183879e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 231924 members 
Entering Unmasked Estep 
Score: -21838796.000000 Penalty: 6203.506348
	Iteration 46Q: 3 clusters Score -2.18388e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 231981 members 
Entering Unmasked Estep 
Score: -21838770.000000 Penalty: 6203.506348
	Iteration 47Q: 3 clusters Score -2.183877e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 232035 members 
Entering Unmasked Estep 
Score: -21838754.000000 Penalty: 6203.506348
	Iteration 48Q: 3 clusters Score -2.183875e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 232088 members 
Entering Unmasked Estep 
Score: -21838768.000000 Penalty: 6203.506348
	Iteration 49Q: 3 clusters Score -2.183877e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 232142 members 
Entering Unmasked Estep 
Score: -21838740.000000 Penalty: 6203.506348
	Iteration 50Q: 3 clusters Score -2.183874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 232190 members 
Entering Unmasked Estep 
Score: -21838738.000000 Penalty: 6203.506348
	Iteration 51Q: 3 clusters Score -2.183874e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 232232 members 
Entering Unmasked Estep 
Score: -21838746.000000 Penalty: 6203.506348
	Iteration 52Q: 3 clusters Score -2.183875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 232271 members 
Entering Unmasked Estep 
Score: -21838730.000000 Penalty: 6203.506348
	Iteration 53Q: 3 clusters Score -2.183873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 232305 members 
Entering Unmasked Estep 
Score: -21838748.000000 Penalty: 6203.506348
	Iteration 54Q: 3 clusters Score -2.183875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 232331 members 
Entering Unmasked Estep 
Score: -21838760.000000 Penalty: 6203.506348
	Iteration 55Q: 3 clusters Score -2.183876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 232355 members 
Entering Unmasked Estep 
Score: -21838736.000000 Penalty: 6203.506348
	Iteration 56Q: 3 clusters Score -2.183874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 232374 members 
Entering Unmasked Estep 
Score: -21838740.000000 Penalty: 6203.506348
	Iteration 57Q: 3 clusters Score -2.183874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 232398 members 
Entering Unmasked Estep 
Score: -21838738.000000 Penalty: 6203.506348
	Iteration 58Q: 3 clusters Score -2.183874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 232429 members 
Entering Unmasked Estep 
Score: -21838720.000000 Penalty: 6203.506348
	Iteration 59Q: 3 clusters Score -2.183872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 232447 members 
Entering Unmasked Estep 
Score: -21838716.000000 Penalty: 6203.506348
	Iteration 60F: 3 clusters Score -2.183872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 232464 members 
Entering Unmasked Estep 
Score: -21838728.000000 Penalty: 6203.506348
	Iteration 61Q: 3 clusters Score -2.183873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 232478 members 
Entering Unmasked Estep 
Score: -21838726.000000 Penalty: 6203.506348
	Iteration 62Q: 3 clusters Score -2.183873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 232494 members 
Entering Unmasked Estep 
Score: -21838720.000000 Penalty: 6203.506348
	Iteration 63Q: 3 clusters Score -2.183872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 232512 members 
Entering Unmasked Estep 
Score: -21838724.000000 Penalty: 6203.506348
	Iteration 64Q: 3 clusters Score -2.183872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 232536 members 
Entering Unmasked Estep 
Score: -21838742.000000 Penalty: 6203.506348
	Iteration 65Q: 3 clusters Score -2.183874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 232549 members 
Entering Unmasked Estep 
Score: -21838764.000000 Penalty: 6203.506348
	Iteration 66Q: 3 clusters Score -2.183876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -21838766.000000 Penalty: 6203.506348
	Iteration 67Q: 3 clusters Score -2.183877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 232566 members 
Entering Unmasked Estep 
Score: -21838760.000000 Penalty: 6203.506348
	Iteration 68Q: 3 clusters Score -2.183876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 232570 members 
Entering Unmasked Estep 
Score: -21838752.000000 Penalty: 6203.506348
	Iteration 69Q: 3 clusters Score -2.183875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 232574 members 
Entering Unmasked Estep 
Score: -21838760.000000 Penalty: 6203.506348
	Iteration 70Q: 3 clusters Score -2.183876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 232580 members 
Entering Unmasked Estep 
Score: -21838768.000000 Penalty: 6203.506348
	Iteration 71Q: 3 clusters Score -2.183877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 232586 members 
Entering Unmasked Estep 
Score: -21838782.000000 Penalty: 6203.506348
	Iteration 72Q: 3 clusters Score -2.183878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 232593 members 
Entering Unmasked Estep 
Score: -21838770.000000 Penalty: 6203.506348
	Iteration 73Q: 3 clusters Score -2.183877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 232603 members 
Entering Unmasked Estep 
Score: -21838786.000000 Penalty: 6203.506348
	Iteration 74Q: 3 clusters Score -2.183879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 232617 members 
Entering Unmasked Estep 
Score: -21838790.000000 Penalty: 6203.506348
	Iteration 75Q: 3 clusters Score -2.183879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 232626 members 
Entering Unmasked Estep 
Score: -21838800.000000 Penalty: 6203.506348
	Iteration 76Q: 3 clusters Score -2.18388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 232632 members 
Entering Unmasked Estep 
Score: -21838800.000000 Penalty: 6203.506348
	Iteration 77Q: 3 clusters Score -2.18388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 232634 members 
Entering Unmasked Estep 
Score: -21838804.000000 Penalty: 6203.506348
	Iteration 78Q: 3 clusters Score -2.18388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 232635 members 
Entering Unmasked Estep 
Score: -21838804.000000 Penalty: 6203.506348
	Iteration 79Q: 3 clusters Score -2.18388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 232639 members 
Entering Unmasked Estep 
Score: -21838804.000000 Penalty: 6203.506348
	Iteration 80F: 3 clusters Score -2.18388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 232646 members 
Entering Unmasked Estep 
Score: -21838788.000000 Penalty: 6203.506348
	Iteration 81Q: 3 clusters Score -2.183879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 232652 members 
Entering Unmasked Estep 
Score: -21838794.000000 Penalty: 6203.506348
	Iteration 82Q: 3 clusters Score -2.183879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 232655 members 
Entering Unmasked Estep 
Score: -21838792.000000 Penalty: 6203.506348
	Iteration 83Q: 3 clusters Score -2.183879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 232656 members 
Entering Unmasked Estep 
Score: -21838790.000000 Penalty: 6203.506348
	Iteration 84Q: 3 clusters Score -2.183879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 232656 members 
Entering Unmasked Estep 
Score: -21838790.000000 Penalty: 6203.506348
	Iteration 85F: 3 clusters Score -2.183879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 37585 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 6443 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 14707 members 
Mstep: Class 31 contains 107463 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 232656 members 
Entering Unmasked Estep 
Score: -142754912.000000 Penalty: 117974.585938
Splitting cluster 20 changes total score from -142736640.000000 to -142754912.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (32606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Entering Unmasked Estep 
Score: -2678264.500000 Penalty: 2577.278564
	Iteration 0F: 2 clusters Score -2678264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2656118.250000 Penalty: 5154.557129
	Iteration 0F: 3 clusters Score -2656118 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2663900.500000 Penalty: 5154.557129
	Iteration 1F: 3 clusters Score -2663900 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2664321.750000 Penalty: 5154.557129
	Iteration 2Q: 3 clusters Score -2664322 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2664667.000000 Penalty: 5154.557129
	Iteration 3Q: 3 clusters Score -2664667 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2665033.000000 Penalty: 5154.557129
	Iteration 4Q: 3 clusters Score -2665033 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2665385.250000 Penalty: 5154.557129
	Iteration 5Q: 3 clusters Score -2665385 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2665757.000000 Penalty: 5154.557129
	Iteration 6Q: 3 clusters Score -2665757 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2666130.750000 Penalty: 5154.557129
	Iteration 7Q: 3 clusters Score -2666131 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2666531.250000 Penalty: 5154.557129
	Iteration 8Q: 3 clusters Score -2666531 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2666985.000000 Penalty: 5154.557129
	Iteration 9Q: 3 clusters Score -2666985 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2667516.250000 Penalty: 5154.557129
	Iteration 10Q: 3 clusters Score -2667516 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2668142.750000 Penalty: 5154.557129
	Iteration 11Q: 3 clusters Score -2668143 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2668871.250000 Penalty: 5154.557129
	Iteration 12Q: 3 clusters Score -2668871 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2669726.000000 Penalty: 5154.557129
	Iteration 13Q: 3 clusters Score -2669726 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2670564.500000 Penalty: 5154.557129
	Iteration 14Q: 3 clusters Score -2670564 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2671226.750000 Penalty: 5154.557129
	Iteration 15Q: 3 clusters Score -2671227 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2671710.750000 Penalty: 5154.557129
	Iteration 16Q: 3 clusters Score -2671711 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2672043.250000 Penalty: 5154.557129
	Iteration 17Q: 3 clusters Score -2672043 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2672322.750000 Penalty: 5154.557129
	Iteration 18Q: 3 clusters Score -2672323 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2672579.000000 Penalty: 5154.557129
	Iteration 19Q: 3 clusters Score -2672579 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2672836.000000 Penalty: 5154.557129
	Iteration 20F: 3 clusters Score -2672836 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2673089.500000 Penalty: 5154.557129
	Iteration 21Q: 3 clusters Score -2673090 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2673352.500000 Penalty: 5154.557129
	Iteration 22Q: 3 clusters Score -2673352 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2673644.500000 Penalty: 5154.557129
	Iteration 23Q: 3 clusters Score -2673644 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2673957.500000 Penalty: 5154.557129
	Iteration 24Q: 3 clusters Score -2673958 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2674299.500000 Penalty: 5154.557129
	Iteration 25Q: 3 clusters Score -2674300 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -2674625.000000 Penalty: 5154.557129
	Iteration 26Q: 3 clusters Score -2674625 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -2674924.000000 Penalty: 5154.557129
	Iteration 27Q: 3 clusters Score -2674924 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -2675211.750000 Penalty: 5154.557129
	Iteration 28Q: 3 clusters Score -2675212 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -2675428.000000 Penalty: 5154.557129
	Iteration 29Q: 3 clusters Score -2675428 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2675593.750000 Penalty: 5154.557129
	Iteration 30Q: 3 clusters Score -2675594 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -2675741.000000 Penalty: 5154.557129
	Iteration 31Q: 3 clusters Score -2675741 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -2675887.500000 Penalty: 5154.557129
	Iteration 32Q: 3 clusters Score -2675888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -2675957.250000 Penalty: 5154.557129
	Iteration 33Q: 3 clusters Score -2675957 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -2676034.500000 Penalty: 5154.557129
	Iteration 34Q: 3 clusters Score -2676034 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2676107.000000 Penalty: 5154.557129
	Iteration 35Q: 3 clusters Score -2676107 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -2676182.250000 Penalty: 5154.557129
	Iteration 36Q: 3 clusters Score -2676182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -2676228.500000 Penalty: 5154.557129
	Iteration 37Q: 3 clusters Score -2676228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -2676270.500000 Penalty: 5154.557129
	Iteration 38Q: 3 clusters Score -2676270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -2676301.500000 Penalty: 5154.557129
	Iteration 39Q: 3 clusters Score -2676302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -2676331.250000 Penalty: 5154.557129
	Iteration 40F: 3 clusters Score -2676331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2676350.750000 Penalty: 5154.557129
	Iteration 41Q: 3 clusters Score -2676351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -2676343.250000 Penalty: 5154.557129
	Iteration 42Q: 3 clusters Score -2676343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -2676356.250000 Penalty: 5154.557129
	Iteration 43Q: 3 clusters Score -2676356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -2676365.250000 Penalty: 5154.557129
	Iteration 44Q: 3 clusters Score -2676365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -2676380.250000 Penalty: 5154.557129
	Iteration 45Q: 3 clusters Score -2676380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -2676382.750000 Penalty: 5154.557129
	Iteration 46Q: 3 clusters Score -2676383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -2676389.500000 Penalty: 5154.557129
	Iteration 47Q: 3 clusters Score -2676390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -2676395.500000 Penalty: 5154.557129
	Iteration 48Q: 3 clusters Score -2676396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -2676402.750000 Penalty: 5154.557129
	Iteration 49Q: 3 clusters Score -2676403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -2676407.000000 Penalty: 5154.557129
	Iteration 50Q: 3 clusters Score -2676407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -2676409.000000 Penalty: 5154.557129
	Iteration 51Q: 3 clusters Score -2676409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -2676406.250000 Penalty: 5154.557129
	Iteration 52Q: 3 clusters Score -2676406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -2676407.500000 Penalty: 5154.557129
	Iteration 53Q: 3 clusters Score -2676408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -2676414.000000 Penalty: 5154.557129
	Iteration 54Q: 3 clusters Score -2676414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -2676415.750000 Penalty: 5154.557129
	Iteration 55Q: 3 clusters Score -2676416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -2676419.250000 Penalty: 5154.557129
	Iteration 56Q: 3 clusters Score -2676419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -2676416.500000 Penalty: 5154.557129
	Iteration 57Q: 3 clusters Score -2676416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -2676419.250000 Penalty: 5154.557129
	Iteration 58Q: 3 clusters Score -2676419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -2676419.250000 Penalty: 5154.557129
	Iteration 59F: 3 clusters Score -2676419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -394056.375000 Penalty: 2128.439941
	Iteration 0F: 2 clusters Score -394056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -389295.625000 Penalty: 4256.879883
	Iteration 0F: 3 clusters Score -389295.6 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -390536.406250 Penalty: 4256.879883
	Iteration 1F: 3 clusters Score -390536.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -390976.781250 Penalty: 4256.879883
	Iteration 2F: 3 clusters Score -390976.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -391437.125000 Penalty: 4256.879883
	Iteration 3F: 3 clusters Score -391437.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -391835.093750 Penalty: 4256.879883
	Iteration 4F: 3 clusters Score -391835.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -392301.656250 Penalty: 4256.879883
	Iteration 5F: 3 clusters Score -392301.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -392902.500000 Penalty: 4256.879883
	Iteration 6F: 3 clusters Score -392902.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -393596.187500 Penalty: 4256.879883
	Iteration 7F: 3 clusters Score -393596.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -394258.968750 Penalty: 4256.879883
	Iteration 8F: 3 clusters Score -394259 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -394685.625000 Penalty: 4256.879883
	Iteration 9Q: 3 clusters Score -394685.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -394881.156250 Penalty: 4256.879883
	Iteration 10Q: 3 clusters Score -394881.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -394933.531250 Penalty: 4256.879883
	Iteration 11Q: 3 clusters Score -394933.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -394941.468750 Penalty: 4256.879883
	Iteration 12Q: 3 clusters Score -394941.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -394954.687500 Penalty: 4256.879883
	Iteration 13Q: 3 clusters Score -394954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -394967.937500 Penalty: 4256.879883
	Iteration 14Q: 3 clusters Score -394967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -394987.562500 Penalty: 4256.879883
	Iteration 15Q: 3 clusters Score -394987.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -395007.718750 Penalty: 4256.879883
	Iteration 16Q: 3 clusters Score -395007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -395027.968750 Penalty: 4256.879883
	Iteration 17Q: 3 clusters Score -395028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -395057.656250 Penalty: 4256.879883
	Iteration 18Q: 3 clusters Score -395057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -395082.312500 Penalty: 4256.879883
	Iteration 19Q: 3 clusters Score -395082.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -395090.781250 Penalty: 4256.879883
	Iteration 20F: 3 clusters Score -395090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -395091.437500 Penalty: 4256.879883
	Iteration 21Q: 3 clusters Score -395091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -395091.687500 Penalty: 4256.879883
	Iteration 22Q: 3 clusters Score -395091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -395091.687500 Penalty: 4256.879883
	Iteration 23F: 3 clusters Score -395091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 37585 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 6443 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 14707 members 
Mstep: Class 31 contains 107463 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 232656 members 
Mstep: Class 34 contains 1956 members 
Entering Unmasked Estep 
Score: -142754352.000000 Penalty: 121549.570312
Splitting cluster 22 changes total score from -142736640.000000 to -142754352.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -487794.218750 Penalty: 2175.145752
	Iteration 0F: 2 clusters Score -487794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -482377.468750 Penalty: 4350.291504
	Iteration 0F: 3 clusters Score -482377.5 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -483925.468750 Penalty: 4350.291504
	Iteration 1F: 3 clusters Score -483925.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -484384.468750 Penalty: 4350.291504
	Iteration 2F: 3 clusters Score -484384.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -484865.750000 Penalty: 4350.291504
	Iteration 3F: 3 clusters Score -484865.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -485266.781250 Penalty: 4350.291504
	Iteration 4F: 3 clusters Score -485266.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -485682.218750 Penalty: 4350.291504
	Iteration 5F: 3 clusters Score -485682.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -486135.562500 Penalty: 4350.291504
	Iteration 6F: 3 clusters Score -486135.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -486507.750000 Penalty: 4350.291504
	Iteration 7F: 3 clusters Score -486507.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -486771.968750 Penalty: 4350.291504
	Iteration 8Q: 3 clusters Score -486772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -486987.593750 Penalty: 4350.291504
	Iteration 9Q: 3 clusters Score -486987.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -487145.968750 Penalty: 4350.291504
	Iteration 10Q: 3 clusters Score -487146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -487330.093750 Penalty: 4350.291504
	Iteration 11Q: 3 clusters Score -487330.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -487514.500000 Penalty: 4350.291504
	Iteration 12Q: 3 clusters Score -487514.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -487706.218750 Penalty: 4350.291504
	Iteration 13Q: 3 clusters Score -487706.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -487840.437500 Penalty: 4350.291504
	Iteration 14Q: 3 clusters Score -487840.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -487927.375000 Penalty: 4350.291504
	Iteration 15Q: 3 clusters Score -487927.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -487980.281250 Penalty: 4350.291504
	Iteration 16Q: 3 clusters Score -487980.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -488006.343750 Penalty: 4350.291504
	Iteration 17Q: 3 clusters Score -488006.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -488032.625000 Penalty: 4350.291504
	Iteration 18Q: 3 clusters Score -488032.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -488045.625000 Penalty: 4350.291504
	Iteration 19Q: 3 clusters Score -488045.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -488055.593750 Penalty: 4350.291504
	Iteration 20F: 3 clusters Score -488055.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -488060.718750 Penalty: 4350.291504
	Iteration 21Q: 3 clusters Score -488060.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -488066.156250 Penalty: 4350.291504
	Iteration 22Q: 3 clusters Score -488066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -488068.531250 Penalty: 4350.291504
	Iteration 23Q: 3 clusters Score -488068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -488068.906250 Penalty: 4350.291504
	Iteration 24Q: 3 clusters Score -488068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -488069.750000 Penalty: 4350.291504
	Iteration 25Q: 3 clusters Score -488069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -488071.125000 Penalty: 4350.291504
	Iteration 26Q: 3 clusters Score -488071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -488071.125000 Penalty: 4350.291504
	Iteration 27F: 3 clusters Score -488071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 37585 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 14707 members 
Mstep: Class 31 contains 107463 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 232656 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 3343 members 
Entering Unmasked Estep 
Score: -142753312.000000 Penalty: 125124.562500
Splitting cluster 23 changes total score from -142736640.000000 to -142753312.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -280075.593750 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -280075.6 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 1850 members 
Entering Unmasked Estep 
Score: -276366.218750 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -276366.2 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -277206.812500 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -277206.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -277441.906250 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -277441.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -277621.093750 Penalty: 4072.221436
	Iteration 3F: 3 clusters Score -277621.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -277742.125000 Penalty: 4072.221436
	Iteration 4F: 3 clusters Score -277742.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -277847.718750 Penalty: 4072.221436
	Iteration 5Q: 3 clusters Score -277847.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -277952.093750 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -277952.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -278042.125000 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -278042.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -278103.156250 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -278103.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -278157.250000 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -278157.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -278207.406250 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -278207.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -278236.375000 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -278236.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -278255.468750 Penalty: 4072.221436
	Iteration 12Q: 3 clusters Score -278255.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -278267.656250 Penalty: 4072.221436
	Iteration 13Q: 3 clusters Score -278267.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -278278.218750 Penalty: 4072.221436
	Iteration 14Q: 3 clusters Score -278278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -278289.843750 Penalty: 4072.221436
	Iteration 15Q: 3 clusters Score -278289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -278297.375000 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -278297.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -278302.062500 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -278302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -278304.031250 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -278304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -278304.968750 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -278305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -278306.062500 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -278306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -278310.750000 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -278310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -278314.312500 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -278314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -278316.031250 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -278316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -278317.250000 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -278317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -278317.968750 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -278318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -278319.718750 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -278319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -278319.781250 Penalty: 4072.221436
	Iteration 27Q: 3 clusters Score -278319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -278320.437500 Penalty: 4072.221436
	Iteration 28Q: 3 clusters Score -278320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -278320.562500 Penalty: 4072.221436
	Iteration 29Q: 3 clusters Score -278320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -278320.562500 Penalty: 4072.221436
	Iteration 30F: 3 clusters Score -278320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Entering Unmasked Estep 
Score: -1105059.125000 Penalty: 2355.652100
	Iteration 0F: 2 clusters Score -1105059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1095262.375000 Penalty: 4711.304199
	Iteration 0F: 3 clusters Score -1095262 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1098332.875000 Penalty: 4711.304199
	Iteration 1F: 3 clusters Score -1098333 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1098607.875000 Penalty: 4711.304199
	Iteration 2F: 3 clusters Score -1098608 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1098796.125000 Penalty: 4711.304199
	Iteration 3Q: 3 clusters Score -1098796 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1098921.375000 Penalty: 4711.304199
	Iteration 4Q: 3 clusters Score -1098921 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1099020.375000 Penalty: 4711.304199
	Iteration 5Q: 3 clusters Score -1099020 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1099104.750000 Penalty: 4711.304199
	Iteration 6Q: 3 clusters Score -1099105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1099189.625000 Penalty: 4711.304199
	Iteration 7Q: 3 clusters Score -1099190 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1099274.500000 Penalty: 4711.304199
	Iteration 8Q: 3 clusters Score -1099274 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1099361.375000 Penalty: 4711.304199
	Iteration 9Q: 3 clusters Score -1099361 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1099460.000000 Penalty: 4711.304199
	Iteration 10Q: 3 clusters Score -1099460 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1099570.375000 Penalty: 4711.304199
	Iteration 11Q: 3 clusters Score -1099570 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1099707.625000 Penalty: 4711.304199
	Iteration 12Q: 3 clusters Score -1099708 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1099892.750000 Penalty: 4711.304199
	Iteration 13Q: 3 clusters Score -1099893 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1100094.125000 Penalty: 4711.304199
	Iteration 14Q: 3 clusters Score -1100094 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1100329.000000 Penalty: 4711.304199
	Iteration 15Q: 3 clusters Score -1100329 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1100609.750000 Penalty: 4711.304199
	Iteration 16Q: 3 clusters Score -1100610 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1100896.250000 Penalty: 4711.304199
	Iteration 17Q: 3 clusters Score -1100896 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1101158.625000 Penalty: 4711.304199
	Iteration 18Q: 3 clusters Score -1101159 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1101410.750000 Penalty: 4711.304199
	Iteration 19Q: 3 clusters Score -1101411 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1101611.625000 Penalty: 4711.304199
	Iteration 20F: 3 clusters Score -1101612 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1101745.375000 Penalty: 4711.304199
	Iteration 21Q: 3 clusters Score -1101745 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1101822.750000 Penalty: 4711.304199
	Iteration 22Q: 3 clusters Score -1101823 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1101893.375000 Penalty: 4711.304199
	Iteration 23Q: 3 clusters Score -1101893 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1101952.625000 Penalty: 4711.304199
	Iteration 24Q: 3 clusters Score -1101953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1101999.000000 Penalty: 4711.304199
	Iteration 25Q: 3 clusters Score -1101999 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1102033.125000 Penalty: 4711.304199
	Iteration 26Q: 3 clusters Score -1102033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1102059.500000 Penalty: 4711.304199
	Iteration 27Q: 3 clusters Score -1102060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1102080.625000 Penalty: 4711.304199
	Iteration 28Q: 3 clusters Score -1102081 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1102105.000000 Penalty: 4711.304199
	Iteration 29Q: 3 clusters Score -1102105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1102137.250000 Penalty: 4711.304199
	Iteration 30Q: 3 clusters Score -1102137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1102165.375000 Penalty: 4711.304199
	Iteration 31Q: 3 clusters Score -1102165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1102194.625000 Penalty: 4711.304199
	Iteration 32Q: 3 clusters Score -1102195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1102222.500000 Penalty: 4711.304199
	Iteration 33Q: 3 clusters Score -1102222 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1102259.000000 Penalty: 4711.304199
	Iteration 34Q: 3 clusters Score -1102259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1102280.625000 Penalty: 4711.304199
	Iteration 35Q: 3 clusters Score -1102281 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1102295.750000 Penalty: 4711.304199
	Iteration 36Q: 3 clusters Score -1102296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1102311.750000 Penalty: 4711.304199
	Iteration 37Q: 3 clusters Score -1102312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1102330.500000 Penalty: 4711.304199
	Iteration 38Q: 3 clusters Score -1102330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1102346.875000 Penalty: 4711.304199
	Iteration 39Q: 3 clusters Score -1102347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1102363.125000 Penalty: 4711.304199
	Iteration 40F: 3 clusters Score -1102363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1102378.375000 Penalty: 4711.304199
	Iteration 41Q: 3 clusters Score -1102378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1102390.125000 Penalty: 4711.304199
	Iteration 42Q: 3 clusters Score -1102390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1102403.000000 Penalty: 4711.304199
	Iteration 43Q: 3 clusters Score -1102403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1102420.625000 Penalty: 4711.304199
	Iteration 44Q: 3 clusters Score -1102421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1102434.500000 Penalty: 4711.304199
	Iteration 45Q: 3 clusters Score -1102434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1102453.125000 Penalty: 4711.304199
	Iteration 46Q: 3 clusters Score -1102453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1102459.750000 Penalty: 4711.304199
	Iteration 47Q: 3 clusters Score -1102460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1102469.500000 Penalty: 4711.304199
	Iteration 48Q: 3 clusters Score -1102470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1102478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1102487.625000 Penalty: 4711.304199
	Iteration 50Q: 3 clusters Score -1102488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1102497.375000 Penalty: 4711.304199
	Iteration 51Q: 3 clusters Score -1102497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1102505.625000 Penalty: 4711.304199
	Iteration 52Q: 3 clusters Score -1102506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1102517.250000 Penalty: 4711.304199
	Iteration 53Q: 3 clusters Score -1102517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1102521.875000 Penalty: 4711.304199
	Iteration 54Q: 3 clusters Score -1102522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1102524.375000 Penalty: 4711.304199
	Iteration 55Q: 3 clusters Score -1102524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1102536.750000 Penalty: 4711.304199
	Iteration 56Q: 3 clusters Score -1102537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1102550.750000 Penalty: 4711.304199
	Iteration 57Q: 3 clusters Score -1102551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1102564.375000 Penalty: 4711.304199
	Iteration 58Q: 3 clusters Score -1102564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1102577.500000 Penalty: 4711.304199
	Iteration 59Q: 3 clusters Score -1102578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1102586.125000 Penalty: 4711.304199
	Iteration 60F: 3 clusters Score -1102586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1102589.375000 Penalty: 4711.304199
	Iteration 61Q: 3 clusters Score -1102589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1102599.750000 Penalty: 4711.304199
	Iteration 62Q: 3 clusters Score -1102600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1102605.750000 Penalty: 4711.304199
	Iteration 63Q: 3 clusters Score -1102606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1102616.500000 Penalty: 4711.304199
	Iteration 64Q: 3 clusters Score -1102616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1102631.625000 Penalty: 4711.304199
	Iteration 65Q: 3 clusters Score -1102632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1102642.750000 Penalty: 4711.304199
	Iteration 66Q: 3 clusters Score -1102643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1102651.125000 Penalty: 4711.304199
	Iteration 67Q: 3 clusters Score -1102651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1102658.250000 Penalty: 4711.304199
	Iteration 68Q: 3 clusters Score -1102658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1102666.625000 Penalty: 4711.304199
	Iteration 69Q: 3 clusters Score -1102667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1102673.375000 Penalty: 4711.304199
	Iteration 70Q: 3 clusters Score -1102673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1102684.000000 Penalty: 4711.304199
	Iteration 71Q: 3 clusters Score -1102684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1102692.875000 Penalty: 4711.304199
	Iteration 72Q: 3 clusters Score -1102693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1102701.125000 Penalty: 4711.304199
	Iteration 73Q: 3 clusters Score -1102701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1102708.375000 Penalty: 4711.304199
	Iteration 74Q: 3 clusters Score -1102708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1102712.750000 Penalty: 4711.304199
	Iteration 75Q: 3 clusters Score -1102713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1102719.625000 Penalty: 4711.304199
	Iteration 76Q: 3 clusters Score -1102720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1102730.250000 Penalty: 4711.304199
	Iteration 77Q: 3 clusters Score -1102730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1102741.625000 Penalty: 4711.304199
	Iteration 78Q: 3 clusters Score -1102742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1102751.750000 Penalty: 4711.304199
	Iteration 79Q: 3 clusters Score -1102752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1102753.125000 Penalty: 4711.304199
	Iteration 80F: 3 clusters Score -1102753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1102759.000000 Penalty: 4711.304199
	Iteration 81Q: 3 clusters Score -1102759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1102767.875000 Penalty: 4711.304199
	Iteration 82Q: 3 clusters Score -1102768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1102775.875000 Penalty: 4711.304199
	Iteration 83Q: 3 clusters Score -1102776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1102783.875000 Penalty: 4711.304199
	Iteration 84Q: 3 clusters Score -1102784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1102797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1102809.875000 Penalty: 4711.304199
	Iteration 86Q: 3 clusters Score -1102810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1102813.000000 Penalty: 4711.304199
	Iteration 87Q: 3 clusters Score -1102813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1102820.500000 Penalty: 4711.304199
	Iteration 88Q: 3 clusters Score -1102820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1102825.000000 Penalty: 4711.304199
	Iteration 89Q: 3 clusters Score -1102825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1102834.625000 Penalty: 4711.304199
	Iteration 90Q: 3 clusters Score -1102835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1102845.375000 Penalty: 4711.304199
	Iteration 91Q: 3 clusters Score -1102845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1102857.625000 Penalty: 4711.304199
	Iteration 92Q: 3 clusters Score -1102858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1102866.875000 Penalty: 4711.304199
	Iteration 93Q: 3 clusters Score -1102867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1102875.500000 Penalty: 4711.304199
	Iteration 94Q: 3 clusters Score -1102876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1102881.625000 Penalty: 4711.304199
	Iteration 95Q: 3 clusters Score -1102882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1102884.125000 Penalty: 4711.304199
	Iteration 96Q: 3 clusters Score -1102884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1102891.625000 Penalty: 4711.304199
	Iteration 97Q: 3 clusters Score -1102892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1102895.875000 Penalty: 4711.304199
	Iteration 98Q: 3 clusters Score -1102896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1102897.875000 Penalty: 4711.304199
	Iteration 99Q: 3 clusters Score -1102898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1102902.375000 Penalty: 4711.304199
	Iteration 100F: 3 clusters Score -1102902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1102907.125000 Penalty: 4711.304199
	Iteration 101Q: 3 clusters Score -1102907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1102911.000000 Penalty: 4711.304199
	Iteration 102Q: 3 clusters Score -1102911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1102916.000000 Penalty: 4711.304199
	Iteration 103Q: 3 clusters Score -1102916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1102918.125000 Penalty: 4711.304199
	Iteration 104Q: 3 clusters Score -1102918 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1102922.875000 Penalty: 4711.304199
	Iteration 105Q: 3 clusters Score -1102923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1102925.500000 Penalty: 4711.304199
	Iteration 106Q: 3 clusters Score -1102926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1102925.625000 Penalty: 4711.304199
	Iteration 107Q: 3 clusters Score -1102926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1102933.000000 Penalty: 4711.304199
	Iteration 108Q: 3 clusters Score -1102933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1102942.500000 Penalty: 4711.304199
	Iteration 109Q: 3 clusters Score -1102942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1102948.125000 Penalty: 4711.304199
	Iteration 110Q: 3 clusters Score -1102948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1102959.500000 Penalty: 4711.304199
	Iteration 111Q: 3 clusters Score -1102960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1102967.000000 Penalty: 4711.304199
	Iteration 112Q: 3 clusters Score -1102967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1102970.000000 Penalty: 4711.304199
	Iteration 113Q: 3 clusters Score -1102970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1102974.000000 Penalty: 4711.304199
	Iteration 114Q: 3 clusters Score -1102974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1102978.125000 Penalty: 4711.304199
	Iteration 115Q: 3 clusters Score -1102978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1102981.500000 Penalty: 4711.304199
	Iteration 116Q: 3 clusters Score -1102982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1102984.375000 Penalty: 4711.304199
	Iteration 117Q: 3 clusters Score -1102984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1102990.000000 Penalty: 4711.304199
	Iteration 118Q: 3 clusters Score -1102990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1102991.625000 Penalty: 4711.304199
	Iteration 119Q: 3 clusters Score -1102992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1102993.250000 Penalty: 4711.304199
	Iteration 120F: 3 clusters Score -1102993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1102995.375000 Penalty: 4711.304199
	Iteration 121Q: 3 clusters Score -1102995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1102996.750000 Penalty: 4711.304199
	Iteration 122Q: 3 clusters Score -1102997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1102997.250000 Penalty: 4711.304199
	Iteration 123Q: 3 clusters Score -1102997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1103000.375000 Penalty: 4711.304199
	Iteration 124Q: 3 clusters Score -1103000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1103004.000000 Penalty: 4711.304199
	Iteration 125Q: 3 clusters Score -1103004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1103004.500000 Penalty: 4711.304199
	Iteration 126Q: 3 clusters Score -1103004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1103005.500000 Penalty: 4711.304199
	Iteration 127Q: 3 clusters Score -1103006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1103006.375000 Penalty: 4711.304199
	Iteration 128Q: 3 clusters Score -1103006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1103005.875000 Penalty: 4711.304199
	Iteration 129Q: 3 clusters Score -1103006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1103008.250000 Penalty: 4711.304199
	Iteration 130Q: 3 clusters Score -1103008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1103009.500000 Penalty: 4711.304199
	Iteration 131Q: 3 clusters Score -1103010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1103010.250000 Penalty: 4711.304199
	Iteration 132Q: 3 clusters Score -1103010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1103011.625000 Penalty: 4711.304199
	Iteration 133Q: 3 clusters Score -1103012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1103014.250000 Penalty: 4711.304199
	Iteration 134Q: 3 clusters Score -1103014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1103013.875000 Penalty: 4711.304199
	Iteration 135Q: 3 clusters Score -1103014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1103015.375000 Penalty: 4711.304199
	Iteration 136Q: 3 clusters Score -1103015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1103019.125000 Penalty: 4711.304199
	Iteration 137Q: 3 clusters Score -1103019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1103020.375000 Penalty: 4711.304199
	Iteration 138Q: 3 clusters Score -1103020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1103020.250000 Penalty: 4711.304199
	Iteration 139Q: 3 clusters Score -1103020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1103019.625000 Penalty: 4711.304199
	Iteration 140F: 3 clusters Score -1103020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1103019.750000 Penalty: 4711.304199
	Iteration 141Q: 3 clusters Score -1103020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1103021.500000 Penalty: 4711.304199
	Iteration 142Q: 3 clusters Score -1103022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1103020.750000 Penalty: 4711.304199
	Iteration 143Q: 3 clusters Score -1103021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1103020.750000 Penalty: 4711.304199
	Iteration 144F: 3 clusters Score -1103021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Entering Unmasked Estep 
Score: -380854.468750 Penalty: 2108.968506
	Iteration 0F: 2 clusters Score -380854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -376433.468750 Penalty: 4217.937012
	Iteration 0F: 3 clusters Score -376433.5 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -377511.343750 Penalty: 4217.937012
	Iteration 1F: 3 clusters Score -377511.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -377848.843750 Penalty: 4217.937012
	Iteration 2F: 3 clusters Score -377848.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -378167.562500 Penalty: 4217.937012
	Iteration 3F: 3 clusters Score -378167.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -378464.531250 Penalty: 4217.937012
	Iteration 4F: 3 clusters Score -378464.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -378731.437500 Penalty: 4217.937012
	Iteration 5F: 3 clusters Score -378731.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -378971.687500 Penalty: 4217.937012
	Iteration 6F: 3 clusters Score -378971.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -379113.218750 Penalty: 4217.937012
	Iteration 7Q: 3 clusters Score -379113.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -379227.343750 Penalty: 4217.937012
	Iteration 8Q: 3 clusters Score -379227.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -379325.156250 Penalty: 4217.937012
	Iteration 9Q: 3 clusters Score -379325.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -379381.468750 Penalty: 4217.937012
	Iteration 10Q: 3 clusters Score -379381.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -379420.750000 Penalty: 4217.937012
	Iteration 11Q: 3 clusters Score -379420.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -379444.406250 Penalty: 4217.937012
	Iteration 12Q: 3 clusters Score -379444.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -379459.750000 Penalty: 4217.937012
	Iteration 13Q: 3 clusters Score -379459.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -379471.343750 Penalty: 4217.937012
	Iteration 14Q: 3 clusters Score -379471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -379476.468750 Penalty: 4217.937012
	Iteration 15Q: 3 clusters Score -379476.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -379485.218750 Penalty: 4217.937012
	Iteration 16Q: 3 clusters Score -379485.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -379491.468750 Penalty: 4217.937012
	Iteration 17Q: 3 clusters Score -379491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -379496.750000 Penalty: 4217.937012
	Iteration 18Q: 3 clusters Score -379496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -379497.906250 Penalty: 4217.937012
	Iteration 19Q: 3 clusters Score -379497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -379501.093750 Penalty: 4217.937012
	Iteration 20F: 3 clusters Score -379501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -379505.468750 Penalty: 4217.937012
	Iteration 21Q: 3 clusters Score -379505.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -379506.437500 Penalty: 4217.937012
	Iteration 22Q: 3 clusters Score -379506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -379509.093750 Penalty: 4217.937012
	Iteration 23Q: 3 clusters Score -379509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -379511.156250 Penalty: 4217.937012
	Iteration 24Q: 3 clusters Score -379511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -379512.218750 Penalty: 4217.937012
	Iteration 25Q: 3 clusters Score -379512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -379511.718750 Penalty: 4217.937012
	Iteration 26Q: 3 clusters Score -379511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -379512.875000 Penalty: 4217.937012
	Iteration 27Q: 3 clusters Score -379512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -379513.187500 Penalty: 4217.937012
	Iteration 28Q: 3 clusters Score -379513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -379513.500000 Penalty: 4217.937012
	Iteration 29Q: 3 clusters Score -379513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -379513.406250 Penalty: 4217.937012
	Iteration 30Q: 3 clusters Score -379513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -379514.500000 Penalty: 4217.937012
	Iteration 31Q: 3 clusters Score -379514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -379514.156250 Penalty: 4217.937012
	Iteration 32Q: 3 clusters Score -379514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -379514.156250 Penalty: 4217.937012
	Iteration 33F: 3 clusters Score -379514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (848043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848043 members 
Entering Unmasked Estep 
Score: -68467776.000000 Penalty: 3385.370117
	Iteration 0F: 2 clusters Score -6.846778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424026 members 
Mstep: Class 2 contains 424017 members 
Entering Unmasked Estep 
Score: -67901208.000000 Penalty: 6770.740234
	Iteration 0F: 3 clusters Score -6.790121e+07 nChanged 416270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415732 members 
Mstep: Class 2 contains 432311 members 
Entering Unmasked Estep 
Score: -68153768.000000 Penalty: 6770.740234
	Iteration 1F: 3 clusters Score -6.815377e+07 nChanged 16281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410235 members 
Mstep: Class 2 contains 437808 members 
Entering Unmasked Estep 
Score: -68156536.000000 Penalty: 6770.740234
	Iteration 2Q: 3 clusters Score -6.815654e+07 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401419 members 
Mstep: Class 2 contains 446624 members 
Entering Unmasked Estep 
Score: -68160536.000000 Penalty: 6770.740234
	Iteration 3Q: 3 clusters Score -6.816054e+07 nChanged 23284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387235 members 
Mstep: Class 2 contains 460808 members 
Entering Unmasked Estep 
Score: -68165072.000000 Penalty: 6770.740234
	Iteration 4Q: 3 clusters Score -6.816507e+07 nChanged 29746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365459 members 
Mstep: Class 2 contains 482584 members 
Entering Unmasked Estep 
Score: -68174152.000000 Penalty: 6770.740234
	Iteration 5Q: 3 clusters Score -6.817415e+07 nChanged 39013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332686 members 
Mstep: Class 2 contains 515357 members 
Entering Unmasked Estep 
Score: -68191224.000000 Penalty: 6770.740234
	Iteration 6Q: 3 clusters Score -6.819122e+07 nChanged 50969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286309 members 
Mstep: Class 2 contains 561734 members 
Entering Unmasked Estep 
Score: -68219824.000000 Penalty: 6770.740234
	Iteration 7F: 3 clusters Score -6.821982e+07 nChanged 62275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226860 members 
Mstep: Class 2 contains 621183 members 
Entering Unmasked Estep 
Score: -68264096.000000 Penalty: 6770.740234
	Iteration 8F: 3 clusters Score -6.82641e+07 nChanged 67538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160820 members 
Mstep: Class 2 contains 687223 members 
Entering Unmasked Estep 
Score: -68319024.000000 Penalty: 6770.740234
	Iteration 9F: 3 clusters Score -6.831902e+07 nChanged 61530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 748315 members 
Entering Unmasked Estep 
Score: -68374744.000000 Penalty: 6770.740234
	Iteration 10F: 3 clusters Score -6.837474e+07 nChanged 46036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 794227 members 
Entering Unmasked Estep 
Score: -68417280.000000 Penalty: 6770.740234
	Iteration 11F: 3 clusters Score -6.841728e+07 nChanged 28264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 822461 members 
Entering Unmasked Estep 
Score: -68443416.000000 Penalty: 6770.740234
	Iteration 12Q: 3 clusters Score -6.844342e+07 nChanged 14691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 837148 members 
Entering Unmasked Estep 
Score: -68456456.000000 Penalty: 6770.740234
	Iteration 13Q: 3 clusters Score -6.845646e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 843612 members 
Entering Unmasked Estep 
Score: -68461640.000000 Penalty: 6770.740234
	Iteration 14Q: 3 clusters Score -6.846164e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 845935 members 
Entering Unmasked Estep 
Score: -68463192.000000 Penalty: 6770.740234
	Iteration 15Q: 3 clusters Score -6.846319e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 846791 members 
Entering Unmasked Estep 
Score: -68464064.000000 Penalty: 6770.740234
	Iteration 16Q: 3 clusters Score -6.846406e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 847129 members 
Entering Unmasked Estep 
Score: -68464352.000000 Penalty: 6770.740234
	Iteration 17Q: 3 clusters Score -6.846435e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 847283 members 
Entering Unmasked Estep 
Score: -68464520.000000 Penalty: 6770.740234
	Iteration 18Q: 3 clusters Score -6.846452e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 847359 members 
Entering Unmasked Estep 
Score: -68464520.000000 Penalty: 6770.740234
	Iteration 19Q: 3 clusters Score -6.846452e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 847422 members 
Entering Unmasked Estep 
Score: -68464704.000000 Penalty: 6770.740234
	Iteration 20F: 3 clusters Score -6.84647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 847451 members 
Entering Unmasked Estep 
Score: -68464688.000000 Penalty: 6770.740234
	Iteration 21Q: 3 clusters Score -6.846469e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 847472 members 
Entering Unmasked Estep 
Score: -68464704.000000 Penalty: 6770.740234
	Iteration 22Q: 3 clusters Score -6.84647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 847484 members 
Entering Unmasked Estep 
Score: -68464744.000000 Penalty: 6770.740234
	Iteration 23Q: 3 clusters Score -6.846474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 847493 members 
Entering Unmasked Estep 
Score: -68464736.000000 Penalty: 6770.740234
	Iteration 24Q: 3 clusters Score -6.846474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 847504 members 
Entering Unmasked Estep 
Score: -68464784.000000 Penalty: 6770.740234
	Iteration 25Q: 3 clusters Score -6.846478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 847513 members 
Entering Unmasked Estep 
Score: -68464832.000000 Penalty: 6770.740234
	Iteration 26Q: 3 clusters Score -6.846483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 847522 members 
Entering Unmasked Estep 
Score: -68464848.000000 Penalty: 6770.740234
	Iteration 27Q: 3 clusters Score -6.846485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 847528 members 
Entering Unmasked Estep 
Score: -68464816.000000 Penalty: 6770.740234
	Iteration 28Q: 3 clusters Score -6.846482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 847534 members 
Entering Unmasked Estep 
Score: -68464832.000000 Penalty: 6770.740234
	Iteration 29Q: 3 clusters Score -6.846483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 847537 members 
Entering Unmasked Estep 
Score: -68464832.000000 Penalty: 6770.740234
	Iteration 30Q: 3 clusters Score -6.846483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 847542 members 
Entering Unmasked Estep 
Score: -68464848.000000 Penalty: 6770.740234
	Iteration 31Q: 3 clusters Score -6.846485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 847548 members 
Entering Unmasked Estep 
Score: -68464880.000000 Penalty: 6770.740234
	Iteration 32Q: 3 clusters Score -6.846488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 847548 members 
Entering Unmasked Estep 
Score: -68464896.000000 Penalty: 6770.740234
	Iteration 33Q: 3 clusters Score -6.84649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 847550 members 
Entering Unmasked Estep 
Score: -68464872.000000 Penalty: 6770.740234
	Iteration 34Q: 3 clusters Score -6.846487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 847557 members 
Entering Unmasked Estep 
Score: -68464880.000000 Penalty: 6770.740234
	Iteration 35Q: 3 clusters Score -6.846488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 847559 members 
Entering Unmasked Estep 
Score: -68464880.000000 Penalty: 6770.740234
	Iteration 36Q: 3 clusters Score -6.846488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 847563 members 
Entering Unmasked Estep 
Score: -68464888.000000 Penalty: 6770.740234
	Iteration 37Q: 3 clusters Score -6.846489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 847568 members 
Entering Unmasked Estep 
Score: -68464872.000000 Penalty: 6770.740234
	Iteration 38Q: 3 clusters Score -6.846487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 847569 members 
Entering Unmasked Estep 
Score: -68464880.000000 Penalty: 6770.740234
	Iteration 39Q: 3 clusters Score -6.846488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 847569 members 
Entering Unmasked Estep 
Score: -68464880.000000 Penalty: 6770.740234
	Iteration 40F: 3 clusters Score -6.846488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 847569 members 
Entering Unmasked Estep 
Score: -68464904.000000 Penalty: 6770.740234
	Iteration 41Q: 3 clusters Score -6.84649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 847571 members 
Entering Unmasked Estep 
Score: -68464904.000000 Penalty: 6770.740234
	Iteration 42Q: 3 clusters Score -6.84649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 847571 members 
Entering Unmasked Estep 
Score: -68464912.000000 Penalty: 6770.740234
	Iteration 43Q: 3 clusters Score -6.846491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 847570 members 
Entering Unmasked Estep 
Score: -68464928.000000 Penalty: 6770.740234
	Iteration 44Q: 3 clusters Score -6.846493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 847570 members 
Entering Unmasked Estep 
Score: -68464928.000000 Penalty: 6770.740234
	Iteration 45F: 3 clusters Score -6.846493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -136821.203125 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -136821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -134253.890625 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -134253.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -134847.015625 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -134847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135194.062500 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -135194.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135579.734375 Penalty: 3759.520752
	Iteration 3F: 3 clusters Score -135579.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -136035.531250 Penalty: 3759.520752
	Iteration 4F: 3 clusters Score -136035.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -136540.828125 Penalty: 3759.520752
	Iteration 5F: 3 clusters Score -136540.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -136924.484375 Penalty: 3759.520752
	Iteration 6F: 3 clusters Score -136924.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -136992.531250 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -136992.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137015.890625 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -137015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137021.281250 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -137021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137022.250000 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -137022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137023.515625 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -137023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137025.984375 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -137026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -137025.984375 Penalty: 3759.520752
	Iteration 13F: 3 clusters Score -137026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 37585 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1010 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 14707 members 
Mstep: Class 31 contains 107463 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 232656 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 948 members 
Entering Unmasked Estep 
Score: -142751904.000000 Penalty: 128699.546875
Splitting cluster 28 changes total score from -142736640.000000 to -142751904.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 29 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -250676.046875 Penalty: 2011.460327
	Iteration 0F: 2 clusters Score -250676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -247329.250000 Penalty: 4022.920654
	Iteration 0F: 3 clusters Score -247329.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -248391.515625 Penalty: 4022.920654
	Iteration 1F: 3 clusters Score -248391.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -248822.453125 Penalty: 4022.920654
	Iteration 2F: 3 clusters Score -248822.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -249101.859375 Penalty: 4022.920654
	Iteration 3F: 3 clusters Score -249101.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -249295.250000 Penalty: 4022.920654
	Iteration 4F: 3 clusters Score -249295.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -249410.203125 Penalty: 4022.920654
	Iteration 5Q: 3 clusters Score -249410.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -249481.625000 Penalty: 4022.920654
	Iteration 6Q: 3 clusters Score -249481.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -249523.250000 Penalty: 4022.920654
	Iteration 7Q: 3 clusters Score -249523.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -249558.734375 Penalty: 4022.920654
	Iteration 8Q: 3 clusters Score -249558.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -249584.734375 Penalty: 4022.920654
	Iteration 9Q: 3 clusters Score -249584.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -249604.015625 Penalty: 4022.920654
	Iteration 10Q: 3 clusters Score -249604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -249614.796875 Penalty: 4022.920654
	Iteration 11Q: 3 clusters Score -249614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -249626.234375 Penalty: 4022.920654
	Iteration 12Q: 3 clusters Score -249626.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -249633.593750 Penalty: 4022.920654
	Iteration 13Q: 3 clusters Score -249633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -249637.515625 Penalty: 4022.920654
	Iteration 14Q: 3 clusters Score -249637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -249638.234375 Penalty: 4022.920654
	Iteration 15Q: 3 clusters Score -249638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -249639.093750 Penalty: 4022.920654
	Iteration 16Q: 3 clusters Score -249639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -249639.093750 Penalty: 4022.920654
	Iteration 17F: 3 clusters Score -249639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Entering Unmasked Estep 
Score: -1127093.250000 Penalty: 2379.827637
	Iteration 0F: 2 clusters Score -1127093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1116444.250000 Penalty: 4759.655273
	Iteration 0F: 3 clusters Score -1116444 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1119937.375000 Penalty: 4759.655273
	Iteration 1F: 3 clusters Score -1119937 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1120412.250000 Penalty: 4759.655273
	Iteration 2F: 3 clusters Score -1120412 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1120899.625000 Penalty: 4759.655273
	Iteration 3F: 3 clusters Score -1120900 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1121483.375000 Penalty: 4759.655273
	Iteration 4F: 3 clusters Score -1121483 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1122343.875000 Penalty: 4759.655273
	Iteration 5F: 3 clusters Score -1122344 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1123750.500000 Penalty: 4759.655273
	Iteration 6F: 3 clusters Score -1123750 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1126286.625000 Penalty: 4759.655273
	Iteration 7F: 3 clusters Score -1126287 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1129293.500000 Penalty: 4759.655273
	Iteration 8F: 3 clusters Score -1129294 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1130577.750000 Penalty: 4759.655273
	Iteration 9Q: 3 clusters Score -1130578 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1130881.125000 Penalty: 4759.655273
	Iteration 10Q: 3 clusters Score -1130881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1130945.375000 Penalty: 4759.655273
	Iteration 11Q: 3 clusters Score -1130945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1130968.625000 Penalty: 4759.655273
	Iteration 12Q: 3 clusters Score -1130969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1130984.500000 Penalty: 4759.655273
	Iteration 13Q: 3 clusters Score -1130984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1130989.500000 Penalty: 4759.655273
	Iteration 14Q: 3 clusters Score -1130990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1130989.750000 Penalty: 4759.655273
	Iteration 15Q: 3 clusters Score -1130990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1130991.375000 Penalty: 4759.655273
	Iteration 16Q: 3 clusters Score -1130991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1130990.875000 Penalty: 4759.655273
	Iteration 17Q: 3 clusters Score -1130991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1130989.500000 Penalty: 4759.655273
	Iteration 18Q: 3 clusters Score -1130990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1130990.625000 Penalty: 4759.655273
	Iteration 19Q: 3 clusters Score -1130991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1130989.125000 Penalty: 4759.655273
	Iteration 20F: 3 clusters Score -1130989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 37585 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1010 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 6006 members 
Mstep: Class 31 contains 107463 members 
Mstep: Class 32 contains 15097 members 
Mstep: Class 33 contains 232656 members 
Mstep: Class 34 contains 1956 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 948 members 
Mstep: Class 37 contains 8701 members 
Entering Unmasked Estep 
Score: -142754784.000000 Penalty: 132274.531250
Splitting cluster 30 changes total score from -142736640.000000 to -142754784.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 21278 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 34294 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 7690 members 
Mstep: Class 7 contains 8390 members 
Mstep: Class 8 contains 19355 members 
Mstep: Class 9 contains 24404 members 
Mstep: Class 10 contains 162487 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 11186 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 34821 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 53168 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 37585 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 3381 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 13341 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 848043 members 
Mstep: Class 28 contains 1010 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 6006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142771904.000000 Penalty: 132274.531250
Iteration 79Q: 38 clusters Score -1.427719e+08 nChanged 34472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 21647 members 
Mstep: Class 3 contains 19521 members 
Mstep: Class 4 contains 35094 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 7768 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 19512 members 
Mstep: Class 9 contains 24503 members 
Mstep: Class 10 contains 164342 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 11219 members 
Mstep: Class 14 contains 19152 members 
Mstep: Class 15 contains 35184 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 3271 members 
Mstep: Class 18 contains 53612 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 38742 members 
Mstep: Class 21 contains 33307 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 3118 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 13195 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 853798 members 
Mstep: Class 28 contains 1010 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 6359 members 
Mstep: Class 31 contains 101786 members 
Mstep: Class 32 contains 14242 members 
Mstep: Class 33 contains 225932 members 
Mstep: Class 34 contains 1967 members 
Mstep: Class 35 contains 3213 members 
Mstep: Class 36 contains 860 members 
Mstep: Class 37 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 36. Lose 3562.467285 but Gain 3574.984375
Score: -142784608.000000 Penalty: 128699.546875
Iteration 80F: 37 clusters Score -1.427846e+08 nChanged 29638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 21438 members 
Mstep: Class 3 contains 19473 members 
Mstep: Class 4 contains 35113 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 7866 members 
Mstep: Class 7 contains 8128 members 
Mstep: Class 8 contains 19308 members 
Mstep: Class 9 contains 24415 members 
Mstep: Class 10 contains 163780 members 
Mstep: Class 11 contains 19666 members 
Mstep: Class 12 contains 11664 members 
Mstep: Class 13 contains 11222 members 
Mstep: Class 14 contains 19093 members 
Mstep: Class 15 contains 35055 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 51402 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 39462 members 
Mstep: Class 21 contains 33314 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 13167 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 853069 members 
Mstep: Class 28 contains 1174 members 
Mstep: Class 29 contains 3368 members 
Mstep: Class 30 contains 6569 members 
Mstep: Class 31 contains 101528 members 
Mstep: Class 32 contains 14793 members 
Mstep: Class 33 contains 229372 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 3407 members 
Mstep: Class 37 contains 8634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790784.000000 Penalty: 128699.546875
Iteration 81Q: 37 clusters Score -1.427908e+08 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 21287 members 
Mstep: Class 3 contains 19447 members 
Mstep: Class 4 contains 35123 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 7906 members 
Mstep: Class 7 contains 7700 members 
Mstep: Class 8 contains 19172 members 
Mstep: Class 9 contains 24335 members 
Mstep: Class 10 contains 163330 members 
Mstep: Class 11 contains 19611 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 11213 members 
Mstep: Class 14 contains 18961 members 
Mstep: Class 15 contains 34958 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 49666 members 
Mstep: Class 19 contains 8164 members 
Mstep: Class 20 contains 40410 members 
Mstep: Class 21 contains 33319 members 
Mstep: Class 22 contains 3364 members 
Mstep: Class 23 contains 3094 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 13168 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 852770 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 3383 members 
Mstep: Class 30 contains 6731 members 
Mstep: Class 31 contains 100941 members 
Mstep: Class 32 contains 15065 members 
Mstep: Class 33 contains 232044 members 
Mstep: Class 34 contains 2050 members 
Mstep: Class 35 contains 3576 members 
Mstep: Class 37 contains 8643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792640.000000 Penalty: 128699.546875
Iteration 82Q: 37 clusters Score -1.427926e+08 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 21136 members 
Mstep: Class 3 contains 19435 members 
Mstep: Class 4 contains 35101 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 7939 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 19076 members 
Mstep: Class 9 contains 24246 members 
Mstep: Class 10 contains 162995 members 
Mstep: Class 11 contains 19490 members 
Mstep: Class 12 contains 11636 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 18807 members 
Mstep: Class 15 contains 34899 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 3477 members 
Mstep: Class 18 contains 48247 members 
Mstep: Class 19 contains 8142 members 
Mstep: Class 20 contains 41412 members 
Mstep: Class 21 contains 33294 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 13198 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 852596 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3393 members 
Mstep: Class 30 contains 6846 members 
Mstep: Class 31 contains 100418 members 
Mstep: Class 32 contains 15257 members 
Mstep: Class 33 contains 234178 members 
Mstep: Class 34 contains 2060 members 
Mstep: Class 35 contains 3728 members 
Mstep: Class 37 contains 8651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142793584.000000 Penalty: 128699.546875
Iteration 83Q: 37 clusters Score -1.427936e+08 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 21015 members 
Mstep: Class 3 contains 19455 members 
Mstep: Class 4 contains 35086 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 18987 members 
Mstep: Class 9 contains 24147 members 
Mstep: Class 10 contains 162738 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 11641 members 
Mstep: Class 13 contains 11189 members 
Mstep: Class 14 contains 18693 members 
Mstep: Class 15 contains 34846 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 47044 members 
Mstep: Class 19 contains 8130 members 
Mstep: Class 20 contains 42361 members 
Mstep: Class 21 contains 33226 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 3043 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 13249 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 852304 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3395 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 99958 members 
Mstep: Class 32 contains 15407 members 
Mstep: Class 33 contains 236062 members 
Mstep: Class 34 contains 2068 members 
Mstep: Class 35 contains 3894 members 
Mstep: Class 37 contains 8654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142794864.000000 Penalty: 128699.546875
Iteration 84Q: 37 clusters Score -1.427949e+08 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 20870 members 
Mstep: Class 3 contains 19493 members 
Mstep: Class 4 contains 35058 members 
Mstep: Class 5 contains 6458 members 
Mstep: Class 6 contains 7969 members 
Mstep: Class 7 contains 6590 members 
Mstep: Class 8 contains 18949 members 
Mstep: Class 9 contains 24050 members 
Mstep: Class 10 contains 162521 members 
Mstep: Class 11 contains 19257 members 
Mstep: Class 12 contains 11656 members 
Mstep: Class 13 contains 11175 members 
Mstep: Class 14 contains 18591 members 
Mstep: Class 15 contains 34793 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 45970 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 43292 members 
Mstep: Class 21 contains 33162 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 851988 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3397 members 
Mstep: Class 30 contains 7009 members 
Mstep: Class 31 contains 99542 members 
Mstep: Class 32 contains 15524 members 
Mstep: Class 33 contains 237760 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 4039 members 
Mstep: Class 37 contains 8658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142796144.000000 Penalty: 128699.546875
Iteration 85Q: 37 clusters Score -1.427961e+08 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 20726 members 
Mstep: Class 3 contains 19532 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6459 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 6260 members 
Mstep: Class 8 contains 18913 members 
Mstep: Class 9 contains 23970 members 
Mstep: Class 10 contains 162304 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 11663 members 
Mstep: Class 13 contains 11157 members 
Mstep: Class 14 contains 18507 members 
Mstep: Class 15 contains 34758 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 45019 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 44168 members 
Mstep: Class 21 contains 33100 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 851642 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3389 members 
Mstep: Class 30 contains 7061 members 
Mstep: Class 31 contains 99229 members 
Mstep: Class 32 contains 15628 members 
Mstep: Class 33 contains 239269 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4163 members 
Mstep: Class 37 contains 8660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142796608.000000 Penalty: 128699.546875
Iteration 86Q: 37 clusters Score -1.427966e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 20604 members 
Mstep: Class 3 contains 19566 members 
Mstep: Class 4 contains 35013 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 7979 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 18889 members 
Mstep: Class 9 contains 23889 members 
Mstep: Class 10 contains 162135 members 
Mstep: Class 11 contains 19072 members 
Mstep: Class 12 contains 11670 members 
Mstep: Class 13 contains 11146 members 
Mstep: Class 14 contains 18420 members 
Mstep: Class 15 contains 34696 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 44251 members 
Mstep: Class 19 contains 8173 members 
Mstep: Class 20 contains 45027 members 
Mstep: Class 21 contains 33072 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3014 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 13370 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 851211 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3378 members 
Mstep: Class 30 contains 7119 members 
Mstep: Class 31 contains 98974 members 
Mstep: Class 32 contains 15710 members 
Mstep: Class 33 contains 240569 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4278 members 
Mstep: Class 37 contains 8665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797120.000000 Penalty: 128699.546875
Iteration 87Q: 37 clusters Score -1.427971e+08 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 20484 members 
Mstep: Class 3 contains 19600 members 
Mstep: Class 4 contains 35027 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 7980 members 
Mstep: Class 7 contains 5721 members 
Mstep: Class 8 contains 18878 members 
Mstep: Class 9 contains 23792 members 
Mstep: Class 10 contains 161975 members 
Mstep: Class 11 contains 18986 members 
Mstep: Class 12 contains 11675 members 
Mstep: Class 13 contains 11134 members 
Mstep: Class 14 contains 18358 members 
Mstep: Class 15 contains 34644 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 43541 members 
Mstep: Class 19 contains 8205 members 
Mstep: Class 20 contains 45788 members 
Mstep: Class 21 contains 33047 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 13408 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 850770 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3371 members 
Mstep: Class 30 contains 7194 members 
Mstep: Class 31 contains 98756 members 
Mstep: Class 32 contains 15760 members 
Mstep: Class 33 contains 241775 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 4356 members 
Mstep: Class 37 contains 8668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797808.000000 Penalty: 128699.546875
Iteration 88Q: 37 clusters Score -1.427978e+08 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 20407 members 
Mstep: Class 3 contains 19626 members 
Mstep: Class 4 contains 35028 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 7981 members 
Mstep: Class 7 contains 5466 members 
Mstep: Class 8 contains 18860 members 
Mstep: Class 9 contains 23701 members 
Mstep: Class 10 contains 161835 members 
Mstep: Class 11 contains 18917 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 11124 members 
Mstep: Class 14 contains 18314 members 
Mstep: Class 15 contains 34596 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 42967 members 
Mstep: Class 19 contains 8224 members 
Mstep: Class 20 contains 46393 members 
Mstep: Class 21 contains 33044 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3006 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 850396 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3359 members 
Mstep: Class 30 contains 7250 members 
Mstep: Class 31 contains 98510 members 
Mstep: Class 32 contains 15801 members 
Mstep: Class 33 contains 242883 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 4418 members 
Mstep: Class 37 contains 8671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798288.000000 Penalty: 128699.546875
Iteration 89Q: 37 clusters Score -1.427983e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 20344 members 
Mstep: Class 3 contains 19640 members 
Mstep: Class 4 contains 35011 members 
Mstep: Class 5 contains 6468 members 
Mstep: Class 6 contains 7983 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 18849 members 
Mstep: Class 9 contains 23592 members 
Mstep: Class 10 contains 161689 members 
Mstep: Class 11 contains 18860 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 11124 members 
Mstep: Class 14 contains 18275 members 
Mstep: Class 15 contains 34603 members 
Mstep: Class 16 contains 2976 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 42455 members 
Mstep: Class 19 contains 8233 members 
Mstep: Class 20 contains 46924 members 
Mstep: Class 21 contains 33036 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 13507 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 850027 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 7306 members 
Mstep: Class 31 contains 98319 members 
Mstep: Class 32 contains 15821 members 
Mstep: Class 33 contains 243898 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 4477 members 
Mstep: Class 37 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798432.000000 Penalty: 128699.546875
Iteration 90Q: 37 clusters Score -1.427984e+08 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 20291 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 7984 members 
Mstep: Class 7 contains 5072 members 
Mstep: Class 8 contains 18834 members 
Mstep: Class 9 contains 23484 members 
Mstep: Class 10 contains 161529 members 
Mstep: Class 11 contains 18796 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 11133 members 
Mstep: Class 14 contains 18249 members 
Mstep: Class 15 contains 34610 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 42018 members 
Mstep: Class 19 contains 8256 members 
Mstep: Class 20 contains 47388 members 
Mstep: Class 21 contains 33023 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 13534 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 849714 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3320 members 
Mstep: Class 30 contains 7349 members 
Mstep: Class 31 contains 98150 members 
Mstep: Class 32 contains 15854 members 
Mstep: Class 33 contains 244863 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 37 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798672.000000 Penalty: 128699.546875
Iteration 91Q: 37 clusters Score -1.427987e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 19677 members 
Mstep: Class 4 contains 34980 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4921 members 
Mstep: Class 8 contains 18823 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 10 contains 161395 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 11144 members 
Mstep: Class 14 contains 18233 members 
Mstep: Class 15 contains 34605 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 41656 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 47798 members 
Mstep: Class 21 contains 32999 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 13576 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 849400 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3303 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 98016 members 
Mstep: Class 32 contains 15873 members 
Mstep: Class 33 contains 245656 members 
Mstep: Class 34 contains 2070 members 
Mstep: Class 35 contains 4542 members 
Mstep: Class 37 contains 8694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798928.000000 Penalty: 128699.546875
Iteration 92Q: 37 clusters Score -1.427989e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 20209 members 
Mstep: Class 3 contains 19696 members 
Mstep: Class 4 contains 34980 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 18819 members 
Mstep: Class 9 contains 23243 members 
Mstep: Class 10 contains 161282 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 11148 members 
Mstep: Class 14 contains 18216 members 
Mstep: Class 15 contains 34601 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 41356 members 
Mstep: Class 19 contains 8303 members 
Mstep: Class 20 contains 48143 members 
Mstep: Class 21 contains 32996 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 13613 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 849084 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3283 members 
Mstep: Class 30 contains 7455 members 
Mstep: Class 31 contains 97908 members 
Mstep: Class 32 contains 15890 members 
Mstep: Class 33 contains 246372 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4566 members 
Mstep: Class 37 contains 8699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799472.000000 Penalty: 128699.546875
Iteration 93Q: 37 clusters Score -1.427995e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 20170 members 
Mstep: Class 3 contains 19706 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 18814 members 
Mstep: Class 9 contains 23130 members 
Mstep: Class 10 contains 161178 members 
Mstep: Class 11 contains 18717 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 18199 members 
Mstep: Class 15 contains 34609 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 41077 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 48424 members 
Mstep: Class 21 contains 32992 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 13648 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 848827 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3266 members 
Mstep: Class 30 contains 7504 members 
Mstep: Class 31 contains 97809 members 
Mstep: Class 32 contains 15903 members 
Mstep: Class 33 contains 247017 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4588 members 
Mstep: Class 37 contains 8701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799648.000000 Penalty: 128699.546875
Iteration 94Q: 37 clusters Score -1.427996e+08 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 20135 members 
Mstep: Class 3 contains 19722 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 18807 members 
Mstep: Class 9 contains 23010 members 
Mstep: Class 10 contains 161091 members 
Mstep: Class 11 contains 18684 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 18190 members 
Mstep: Class 15 contains 34594 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 40799 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 48660 members 
Mstep: Class 21 contains 32984 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 13685 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 848579 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3254 members 
Mstep: Class 30 contains 7541 members 
Mstep: Class 31 contains 97772 members 
Mstep: Class 32 contains 15902 members 
Mstep: Class 33 contains 247636 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4602 members 
Mstep: Class 37 contains 8706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799584.000000 Penalty: 128699.546875
Iteration 95Q: 37 clusters Score -1.427996e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 20104 members 
Mstep: Class 3 contains 19729 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 18813 members 
Mstep: Class 9 contains 22886 members 
Mstep: Class 10 contains 161035 members 
Mstep: Class 11 contains 18644 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 11139 members 
Mstep: Class 14 contains 18181 members 
Mstep: Class 15 contains 34578 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 40544 members 
Mstep: Class 19 contains 8385 members 
Mstep: Class 20 contains 48873 members 
Mstep: Class 21 contains 32977 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 13727 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 848354 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3236 members 
Mstep: Class 30 contains 7572 members 
Mstep: Class 31 contains 97758 members 
Mstep: Class 32 contains 15930 members 
Mstep: Class 33 contains 248182 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4612 members 
Mstep: Class 37 contains 8709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799920.000000 Penalty: 128699.546875
Iteration 96Q: 37 clusters Score -1.427999e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 20069 members 
Mstep: Class 3 contains 19746 members 
Mstep: Class 4 contains 34995 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4304 members 
Mstep: Class 8 contains 18812 members 
Mstep: Class 9 contains 22774 members 
Mstep: Class 10 contains 161002 members 
Mstep: Class 11 contains 18627 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 11133 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 34566 members 
Mstep: Class 16 contains 3019 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 40324 members 
Mstep: Class 19 contains 8404 members 
Mstep: Class 20 contains 49043 members 
Mstep: Class 21 contains 32961 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 13759 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 848175 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3223 members 
Mstep: Class 30 contains 7599 members 
Mstep: Class 31 contains 97743 members 
Mstep: Class 32 contains 15947 members 
Mstep: Class 33 contains 248667 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4620 members 
Mstep: Class 37 contains 8716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800048.000000 Penalty: 128699.546875
Iteration 97Q: 37 clusters Score -1.428e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 20053 members 
Mstep: Class 3 contains 19758 members 
Mstep: Class 4 contains 34997 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4202 members 
Mstep: Class 8 contains 18806 members 
Mstep: Class 9 contains 22687 members 
Mstep: Class 10 contains 160952 members 
Mstep: Class 11 contains 18623 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 11125 members 
Mstep: Class 14 contains 18134 members 
Mstep: Class 15 contains 34554 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 40125 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 49183 members 
Mstep: Class 21 contains 32947 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 2984 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 13786 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847997 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 7629 members 
Mstep: Class 31 contains 97724 members 
Mstep: Class 32 contains 15969 members 
Mstep: Class 33 contains 249129 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4624 members 
Mstep: Class 37 contains 8719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800096.000000 Penalty: 128699.546875
Iteration 98Q: 37 clusters Score -1.428001e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 20026 members 
Mstep: Class 3 contains 19755 members 
Mstep: Class 4 contains 34996 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4149 members 
Mstep: Class 8 contains 18797 members 
Mstep: Class 9 contains 22591 members 
Mstep: Class 10 contains 160928 members 
Mstep: Class 11 contains 18593 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 11121 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 34551 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 49318 members 
Mstep: Class 21 contains 32923 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 13816 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847808 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 7669 members 
Mstep: Class 31 contains 97703 members 
Mstep: Class 32 contains 15984 members 
Mstep: Class 33 contains 249568 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4625 members 
Mstep: Class 37 contains 8724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800160.000000 Penalty: 128699.546875
Iteration 99Q: 37 clusters Score -1.428002e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 20017 members 
Mstep: Class 3 contains 19771 members 
Mstep: Class 4 contains 35005 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 18776 members 
Mstep: Class 9 contains 22500 members 
Mstep: Class 10 contains 160918 members 
Mstep: Class 11 contains 18576 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 11129 members 
Mstep: Class 14 contains 18093 members 
Mstep: Class 15 contains 34537 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 39754 members 
Mstep: Class 19 contains 8488 members 
Mstep: Class 20 contains 49427 members 
Mstep: Class 21 contains 32909 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 2991 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 13831 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847635 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 7701 members 
Mstep: Class 31 contains 97694 members 
Mstep: Class 32 contains 16002 members 
Mstep: Class 33 contains 249966 members 
Mstep: Class 34 contains 2071 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 37 contains 8727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800256.000000 Penalty: 128699.546875
Iteration 100F: 37 clusters Score -1.428003e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 20003 members 
Mstep: Class 3 contains 19766 members 
Mstep: Class 4 contains 35008 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 18772 members 
Mstep: Class 9 contains 22408 members 
Mstep: Class 10 contains 160901 members 
Mstep: Class 11 contains 18571 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 11138 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 34458 members 
Mstep: Class 16 contains 3041 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 39582 members 
Mstep: Class 19 contains 8509 members 
Mstep: Class 20 contains 49538 members 
Mstep: Class 21 contains 32896 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 13843 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847481 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 7737 members 
Mstep: Class 31 contains 97682 members 
Mstep: Class 32 contains 16011 members 
Mstep: Class 33 contains 250312 members 
Mstep: Class 34 contains 2073 members 
Mstep: Class 35 contains 4726 members 
Mstep: Class 37 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800688.000000 Penalty: 128699.546875
Iteration 101Q: 37 clusters Score -1.428007e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 19993 members 
Mstep: Class 3 contains 19767 members 
Mstep: Class 4 contains 35009 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 3963 members 
Mstep: Class 8 contains 18766 members 
Mstep: Class 9 contains 22300 members 
Mstep: Class 10 contains 160891 members 
Mstep: Class 11 contains 18565 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 11149 members 
Mstep: Class 14 contains 18062 members 
Mstep: Class 15 contains 34361 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 39418 members 
Mstep: Class 19 contains 8533 members 
Mstep: Class 20 contains 49620 members 
Mstep: Class 21 contains 32878 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 2999 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 13864 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847338 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 7767 members 
Mstep: Class 31 contains 97684 members 
Mstep: Class 32 contains 16015 members 
Mstep: Class 33 contains 250634 members 
Mstep: Class 34 contains 2075 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 37 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800672.000000 Penalty: 128699.546875
Iteration 102Q: 37 clusters Score -1.428007e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 19990 members 
Mstep: Class 3 contains 19766 members 
Mstep: Class 4 contains 35015 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 18764 members 
Mstep: Class 9 contains 22210 members 
Mstep: Class 10 contains 160891 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 11164 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 34265 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 39274 members 
Mstep: Class 19 contains 8561 members 
Mstep: Class 20 contains 49706 members 
Mstep: Class 21 contains 32862 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 13887 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847182 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 7790 members 
Mstep: Class 31 contains 97689 members 
Mstep: Class 32 contains 16024 members 
Mstep: Class 33 contains 250885 members 
Mstep: Class 34 contains 2079 members 
Mstep: Class 35 contains 4959 members 
Mstep: Class 37 contains 8734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800880.000000 Penalty: 128699.546875
Iteration 103Q: 37 clusters Score -1.428009e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 19983 members 
Mstep: Class 3 contains 19781 members 
Mstep: Class 4 contains 35014 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 18767 members 
Mstep: Class 9 contains 22122 members 
Mstep: Class 10 contains 160902 members 
Mstep: Class 11 contains 18541 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 18035 members 
Mstep: Class 15 contains 34172 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 39168 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 49771 members 
Mstep: Class 21 contains 32849 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 13900 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 847054 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 7808 members 
Mstep: Class 31 contains 97693 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 251084 members 
Mstep: Class 34 contains 2080 members 
Mstep: Class 35 contains 5043 members 
Mstep: Class 37 contains 8742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800656.000000 Penalty: 128699.546875
Iteration 104Q: 37 clusters Score -1.428007e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 19978 members 
Mstep: Class 3 contains 19783 members 
Mstep: Class 4 contains 35010 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 3883 members 
Mstep: Class 8 contains 18771 members 
Mstep: Class 9 contains 22029 members 
Mstep: Class 10 contains 160917 members 
Mstep: Class 11 contains 18533 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 11164 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 34100 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 39066 members 
Mstep: Class 19 contains 8647 members 
Mstep: Class 20 contains 49824 members 
Mstep: Class 21 contains 32837 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 13912 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846948 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3124 members 
Mstep: Class 30 contains 7829 members 
Mstep: Class 31 contains 97696 members 
Mstep: Class 32 contains 16071 members 
Mstep: Class 33 contains 251252 members 
Mstep: Class 34 contains 2082 members 
Mstep: Class 35 contains 5121 members 
Mstep: Class 37 contains 8745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800896.000000 Penalty: 128699.546875
Iteration 105Q: 37 clusters Score -1.428009e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 19968 members 
Mstep: Class 3 contains 19808 members 
Mstep: Class 4 contains 35013 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 18774 members 
Mstep: Class 9 contains 21935 members 
Mstep: Class 10 contains 160920 members 
Mstep: Class 11 contains 18530 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 11166 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 34039 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38974 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 49878 members 
Mstep: Class 21 contains 32825 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 13936 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846800 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3114 members 
Mstep: Class 30 contains 7842 members 
Mstep: Class 31 contains 97716 members 
Mstep: Class 32 contains 16089 members 
Mstep: Class 33 contains 251404 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5188 members 
Mstep: Class 37 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800976.000000 Penalty: 128699.546875
Iteration 106Q: 37 clusters Score -1.42801e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 19960 members 
Mstep: Class 3 contains 19817 members 
Mstep: Class 4 contains 35017 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 18776 members 
Mstep: Class 9 contains 21824 members 
Mstep: Class 10 contains 160931 members 
Mstep: Class 11 contains 18530 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 11177 members 
Mstep: Class 14 contains 18000 members 
Mstep: Class 15 contains 33981 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38893 members 
Mstep: Class 19 contains 8750 members 
Mstep: Class 20 contains 49924 members 
Mstep: Class 21 contains 32808 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 13962 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846672 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 7858 members 
Mstep: Class 31 contains 97740 members 
Mstep: Class 32 contains 16105 members 
Mstep: Class 33 contains 251535 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 37 contains 8751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801056.000000 Penalty: 128699.546875
Iteration 107Q: 37 clusters Score -1.428011e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 19943 members 
Mstep: Class 3 contains 19820 members 
Mstep: Class 4 contains 35023 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3851 members 
Mstep: Class 8 contains 18782 members 
Mstep: Class 9 contains 21716 members 
Mstep: Class 10 contains 160934 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 11196 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33939 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38834 members 
Mstep: Class 19 contains 8800 members 
Mstep: Class 20 contains 49974 members 
Mstep: Class 21 contains 32791 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3014 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 13985 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846554 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 7872 members 
Mstep: Class 31 contains 97754 members 
Mstep: Class 32 contains 16124 members 
Mstep: Class 33 contains 251636 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5300 members 
Mstep: Class 37 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800848.000000 Penalty: 128699.546875
Iteration 108Q: 37 clusters Score -1.428008e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 19924 members 
Mstep: Class 3 contains 19829 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 18791 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 160936 members 
Mstep: Class 11 contains 18529 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 11210 members 
Mstep: Class 14 contains 17984 members 
Mstep: Class 15 contains 33913 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38786 members 
Mstep: Class 19 contains 8838 members 
Mstep: Class 20 contains 50023 members 
Mstep: Class 21 contains 32774 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 14005 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846466 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3100 members 
Mstep: Class 30 contains 7887 members 
Mstep: Class 31 contains 97763 members 
Mstep: Class 32 contains 16145 members 
Mstep: Class 33 contains 251724 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5341 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800848.000000 Penalty: 128699.546875
Iteration 109Q: 37 clusters Score -1.428008e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 19910 members 
Mstep: Class 3 contains 19840 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3834 members 
Mstep: Class 8 contains 18807 members 
Mstep: Class 9 contains 21475 members 
Mstep: Class 10 contains 160948 members 
Mstep: Class 11 contains 18526 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 11245 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 33881 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38752 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 20 contains 50058 members 
Mstep: Class 21 contains 32758 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 14011 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846395 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 7901 members 
Mstep: Class 31 contains 97769 members 
Mstep: Class 32 contains 16169 members 
Mstep: Class 33 contains 251804 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5377 members 
Mstep: Class 37 contains 8757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800864.000000 Penalty: 128699.546875
Iteration 110Q: 37 clusters Score -1.428009e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 19900 members 
Mstep: Class 3 contains 19849 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6474 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3820 members 
Mstep: Class 8 contains 18810 members 
Mstep: Class 9 contains 21355 members 
Mstep: Class 10 contains 160964 members 
Mstep: Class 11 contains 18515 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 11289 members 
Mstep: Class 14 contains 17984 members 
Mstep: Class 15 contains 33874 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38716 members 
Mstep: Class 19 contains 8892 members 
Mstep: Class 20 contains 50083 members 
Mstep: Class 21 contains 32743 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3018 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 14021 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846318 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3084 members 
Mstep: Class 30 contains 7912 members 
Mstep: Class 31 contains 97778 members 
Mstep: Class 32 contains 16185 members 
Mstep: Class 33 contains 251883 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5400 members 
Mstep: Class 37 contains 8759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800944.000000 Penalty: 128699.546875
Iteration 111Q: 37 clusters Score -1.428009e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 19895 members 
Mstep: Class 3 contains 19862 members 
Mstep: Class 4 contains 35041 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3801 members 
Mstep: Class 8 contains 18818 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 160974 members 
Mstep: Class 11 contains 18504 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 11343 members 
Mstep: Class 14 contains 17982 members 
Mstep: Class 15 contains 33857 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38686 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 50097 members 
Mstep: Class 21 contains 32730 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3018 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 14038 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 846260 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 7922 members 
Mstep: Class 31 contains 97791 members 
Mstep: Class 32 contains 16197 members 
Mstep: Class 33 contains 251946 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5423 members 
Mstep: Class 37 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800912.000000 Penalty: 128699.546875
Iteration 112Q: 37 clusters Score -1.428009e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 19887 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 35045 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 3790 members 
Mstep: Class 8 contains 18826 members 
Mstep: Class 9 contains 21099 members 
Mstep: Class 10 contains 160978 members 
Mstep: Class 11 contains 18499 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 11395 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 33841 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38650 members 
Mstep: Class 19 contains 8975 members 
Mstep: Class 20 contains 50109 members 
Mstep: Class 21 contains 32730 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 14043 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 846206 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 7934 members 
Mstep: Class 31 contains 97793 members 
Mstep: Class 32 contains 16210 members 
Mstep: Class 33 contains 252019 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5445 members 
Mstep: Class 37 contains 8761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801072.000000 Penalty: 128699.546875
Iteration 113Q: 37 clusters Score -1.428011e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 19880 members 
Mstep: Class 3 contains 19874 members 
Mstep: Class 4 contains 35045 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 8 contains 18831 members 
Mstep: Class 9 contains 20974 members 
Mstep: Class 10 contains 160980 members 
Mstep: Class 11 contains 18496 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 11469 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 33836 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38606 members 
Mstep: Class 19 contains 9009 members 
Mstep: Class 20 contains 50121 members 
Mstep: Class 21 contains 32724 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 14044 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 846151 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3061 members 
Mstep: Class 30 contains 7953 members 
Mstep: Class 31 contains 97800 members 
Mstep: Class 32 contains 16228 members 
Mstep: Class 33 contains 252082 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5459 members 
Mstep: Class 37 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801344.000000 Penalty: 128699.546875
Iteration 114Q: 37 clusters Score -1.428013e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 19874 members 
Mstep: Class 3 contains 19886 members 
Mstep: Class 4 contains 35041 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 8 contains 18845 members 
Mstep: Class 9 contains 20821 members 
Mstep: Class 10 contains 160992 members 
Mstep: Class 11 contains 18494 members 
Mstep: Class 12 contains 11738 members 
Mstep: Class 13 contains 11552 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 33831 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38571 members 
Mstep: Class 19 contains 9036 members 
Mstep: Class 20 contains 50133 members 
Mstep: Class 21 contains 32717 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 14054 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 846095 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 7968 members 
Mstep: Class 31 contains 97806 members 
Mstep: Class 32 contains 16240 members 
Mstep: Class 33 contains 252143 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5470 members 
Mstep: Class 37 contains 8768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801360.000000 Penalty: 128699.546875
Iteration 115Q: 37 clusters Score -1.428014e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 19857 members 
Mstep: Class 3 contains 19899 members 
Mstep: Class 4 contains 35038 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7988 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 18865 members 
Mstep: Class 9 contains 20651 members 
Mstep: Class 10 contains 160991 members 
Mstep: Class 11 contains 18496 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 11646 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 33819 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 3474 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 9063 members 
Mstep: Class 20 contains 50143 members 
Mstep: Class 21 contains 32709 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3032 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 14071 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 846045 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3049 members 
Mstep: Class 30 contains 7984 members 
Mstep: Class 31 contains 97819 members 
Mstep: Class 32 contains 16251 members 
Mstep: Class 33 contains 252188 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5479 members 
Mstep: Class 37 contains 8771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801568.000000 Penalty: 128699.546875
Iteration 116Q: 37 clusters Score -1.428016e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19847 members 
Mstep: Class 3 contains 19912 members 
Mstep: Class 4 contains 35039 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 3757 members 
Mstep: Class 8 contains 18881 members 
Mstep: Class 9 contains 20482 members 
Mstep: Class 10 contains 160988 members 
Mstep: Class 11 contains 18490 members 
Mstep: Class 12 contains 11741 members 
Mstep: Class 13 contains 11737 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 33806 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38519 members 
Mstep: Class 19 contains 9092 members 
Mstep: Class 20 contains 50154 members 
Mstep: Class 21 contains 32702 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 14083 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 846025 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 8003 members 
Mstep: Class 31 contains 97822 members 
Mstep: Class 32 contains 16247 members 
Mstep: Class 33 contains 252248 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 5488 members 
Mstep: Class 37 contains 8774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801456.000000 Penalty: 128699.546875
Iteration 117Q: 37 clusters Score -1.428015e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19832 members 
Mstep: Class 3 contains 19930 members 
Mstep: Class 4 contains 35038 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 8 contains 18898 members 
Mstep: Class 9 contains 20294 members 
Mstep: Class 10 contains 160987 members 
Mstep: Class 11 contains 18490 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 11856 members 
Mstep: Class 14 contains 17962 members 
Mstep: Class 15 contains 33794 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38498 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 50168 members 
Mstep: Class 21 contains 32691 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14084 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 846011 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3038 members 
Mstep: Class 30 contains 8021 members 
Mstep: Class 31 contains 97828 members 
Mstep: Class 32 contains 16242 members 
Mstep: Class 33 contains 252300 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5499 members 
Mstep: Class 37 contains 8775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801424.000000 Penalty: 128699.546875
Iteration 118Q: 37 clusters Score -1.428014e+08 nChanged 620
Entering ConstructFrom: 
Score: -142801424.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (27509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Entering Unmasked Estep 
Score: -2285729.500000 Penalty: 2535.122559
	Iteration 0F: 2 clusters Score -2285730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2266861.500000 Penalty: 5070.245117
	Iteration 0F: 3 clusters Score -2266862 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2273592.500000 Penalty: 5070.245117
	Iteration 1F: 3 clusters Score -2273592 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2274055.500000 Penalty: 5070.245117
	Iteration 2Q: 3 clusters Score -2274056 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2274497.750000 Penalty: 5070.245117
	Iteration 3Q: 3 clusters Score -2274498 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2274929.750000 Penalty: 5070.245117
	Iteration 4Q: 3 clusters Score -2274930 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2275386.750000 Penalty: 5070.245117
	Iteration 5Q: 3 clusters Score -2275387 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2275892.750000 Penalty: 5070.245117
	Iteration 6Q: 3 clusters Score -2275893 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2276494.500000 Penalty: 5070.245117
	Iteration 7Q: 3 clusters Score -2276494 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2277244.250000 Penalty: 5070.245117
	Iteration 8Q: 3 clusters Score -2277244 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2278114.000000 Penalty: 5070.245117
	Iteration 9Q: 3 clusters Score -2278114 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2279037.000000 Penalty: 5070.245117
	Iteration 10Q: 3 clusters Score -2279037 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2279918.250000 Penalty: 5070.245117
	Iteration 11Q: 3 clusters Score -2279918 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2280728.750000 Penalty: 5070.245117
	Iteration 12Q: 3 clusters Score -2280729 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2281326.500000 Penalty: 5070.245117
	Iteration 13Q: 3 clusters Score -2281326 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2281816.500000 Penalty: 5070.245117
	Iteration 14Q: 3 clusters Score -2281816 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -2282164.000000 Penalty: 5070.245117
	Iteration 15Q: 3 clusters Score -2282164 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2282412.000000 Penalty: 5070.245117
	Iteration 16Q: 3 clusters Score -2282412 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -2282600.750000 Penalty: 5070.245117
	Iteration 17Q: 3 clusters Score -2282601 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2282777.250000 Penalty: 5070.245117
	Iteration 18Q: 3 clusters Score -2282777 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -2282904.250000 Penalty: 5070.245117
	Iteration 19Q: 3 clusters Score -2282904 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -2283036.500000 Penalty: 5070.245117
	Iteration 20F: 3 clusters Score -2283036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2283124.500000 Penalty: 5070.245117
	Iteration 21Q: 3 clusters Score -2283124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2283205.500000 Penalty: 5070.245117
	Iteration 22Q: 3 clusters Score -2283206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2283280.250000 Penalty: 5070.245117
	Iteration 23Q: 3 clusters Score -2283280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -2283330.250000 Penalty: 5070.245117
	Iteration 24Q: 3 clusters Score -2283330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -2283370.250000 Penalty: 5070.245117
	Iteration 25Q: 3 clusters Score -2283370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -2283402.000000 Penalty: 5070.245117
	Iteration 26Q: 3 clusters Score -2283402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2283424.500000 Penalty: 5070.245117
	Iteration 27Q: 3 clusters Score -2283424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -2283451.750000 Penalty: 5070.245117
	Iteration 28Q: 3 clusters Score -2283452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2283469.000000 Penalty: 5070.245117
	Iteration 29Q: 3 clusters Score -2283469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -2283481.250000 Penalty: 5070.245117
	Iteration 30Q: 3 clusters Score -2283481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -2283489.250000 Penalty: 5070.245117
	Iteration 31Q: 3 clusters Score -2283489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -2283498.000000 Penalty: 5070.245117
	Iteration 32Q: 3 clusters Score -2283498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -2283505.000000 Penalty: 5070.245117
	Iteration 33Q: 3 clusters Score -2283505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2283515.250000 Penalty: 5070.245117
	Iteration 34Q: 3 clusters Score -2283515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2283520.000000 Penalty: 5070.245117
	Iteration 35Q: 3 clusters Score -2283520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -2283517.500000 Penalty: 5070.245117
	Iteration 36Q: 3 clusters Score -2283518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -2283519.500000 Penalty: 5070.245117
	Iteration 37Q: 3 clusters Score -2283520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -2283518.500000 Penalty: 5070.245117
	Iteration 38Q: 3 clusters Score -2283518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -2283518.500000 Penalty: 5070.245117
	Iteration 39F: 3 clusters Score -2283518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Entering Unmasked Estep 
Score: -1549005.000000 Penalty: 2453.860352
	Iteration 0F: 2 clusters Score -1549005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1534954.625000 Penalty: 4907.720703
	Iteration 0F: 3 clusters Score -1534955 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1539645.750000 Penalty: 4907.720703
	Iteration 1F: 3 clusters Score -1539646 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1540147.625000 Penalty: 4907.720703
	Iteration 2F: 3 clusters Score -1540148 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1540685.750000 Penalty: 4907.720703
	Iteration 3F: 3 clusters Score -1540686 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1541298.750000 Penalty: 4907.720703
	Iteration 4F: 3 clusters Score -1541299 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1541944.000000 Penalty: 4907.720703
	Iteration 5F: 3 clusters Score -1541944 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1542616.750000 Penalty: 4907.720703
	Iteration 6F: 3 clusters Score -1542617 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1543235.000000 Penalty: 4907.720703
	Iteration 7F: 3 clusters Score -1543235 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1543743.500000 Penalty: 4907.720703
	Iteration 8Q: 3 clusters Score -1543744 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1544107.625000 Penalty: 4907.720703
	Iteration 9Q: 3 clusters Score -1544108 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1544394.500000 Penalty: 4907.720703
	Iteration 10Q: 3 clusters Score -1544394 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1544677.500000 Penalty: 4907.720703
	Iteration 11Q: 3 clusters Score -1544678 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1544951.500000 Penalty: 4907.720703
	Iteration 12Q: 3 clusters Score -1544952 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1545233.750000 Penalty: 4907.720703
	Iteration 13Q: 3 clusters Score -1545234 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1545459.500000 Penalty: 4907.720703
	Iteration 14Q: 3 clusters Score -1545460 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1545658.625000 Penalty: 4907.720703
	Iteration 15Q: 3 clusters Score -1545659 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1545832.875000 Penalty: 4907.720703
	Iteration 16Q: 3 clusters Score -1545833 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1545963.750000 Penalty: 4907.720703
	Iteration 17Q: 3 clusters Score -1545964 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1546053.875000 Penalty: 4907.720703
	Iteration 18Q: 3 clusters Score -1546054 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1546125.625000 Penalty: 4907.720703
	Iteration 19Q: 3 clusters Score -1546126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1546191.500000 Penalty: 4907.720703
	Iteration 20F: 3 clusters Score -1546192 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1546259.375000 Penalty: 4907.720703
	Iteration 21Q: 3 clusters Score -1546259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1546306.750000 Penalty: 4907.720703
	Iteration 22Q: 3 clusters Score -1546307 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1546354.125000 Penalty: 4907.720703
	Iteration 23Q: 3 clusters Score -1546354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1546386.250000 Penalty: 4907.720703
	Iteration 24Q: 3 clusters Score -1546386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1546408.625000 Penalty: 4907.720703
	Iteration 25Q: 3 clusters Score -1546409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1546430.750000 Penalty: 4907.720703
	Iteration 26Q: 3 clusters Score -1546431 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1546460.750000 Penalty: 4907.720703
	Iteration 27Q: 3 clusters Score -1546461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1546485.750000 Penalty: 4907.720703
	Iteration 28Q: 3 clusters Score -1546486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -1546515.875000 Penalty: 4907.720703
	Iteration 29Q: 3 clusters Score -1546516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1546537.875000 Penalty: 4907.720703
	Iteration 30Q: 3 clusters Score -1546538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1546568.375000 Penalty: 4907.720703
	Iteration 31Q: 3 clusters Score -1546568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1546594.250000 Penalty: 4907.720703
	Iteration 32Q: 3 clusters Score -1546594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1546624.625000 Penalty: 4907.720703
	Iteration 33Q: 3 clusters Score -1546625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1546671.250000 Penalty: 4907.720703
	Iteration 34Q: 3 clusters Score -1546671 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1546720.625000 Penalty: 4907.720703
	Iteration 35Q: 3 clusters Score -1546721 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1546787.125000 Penalty: 4907.720703
	Iteration 36Q: 3 clusters Score -1546787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1546867.250000 Penalty: 4907.720703
	Iteration 37Q: 3 clusters Score -1546867 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1546944.125000 Penalty: 4907.720703
	Iteration 38Q: 3 clusters Score -1546944 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1547036.125000 Penalty: 4907.720703
	Iteration 39Q: 3 clusters Score -1547036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -1547135.000000 Penalty: 4907.720703
	Iteration 40F: 3 clusters Score -1547135 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1547202.750000 Penalty: 4907.720703
	Iteration 41Q: 3 clusters Score -1547203 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1547253.250000 Penalty: 4907.720703
	Iteration 42Q: 3 clusters Score -1547253 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1547300.125000 Penalty: 4907.720703
	Iteration 43Q: 3 clusters Score -1547300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1547339.500000 Penalty: 4907.720703
	Iteration 44Q: 3 clusters Score -1547340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1547365.250000 Penalty: 4907.720703
	Iteration 45Q: 3 clusters Score -1547365 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1547393.375000 Penalty: 4907.720703
	Iteration 46Q: 3 clusters Score -1547393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1547418.000000 Penalty: 4907.720703
	Iteration 47Q: 3 clusters Score -1547418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1547423.125000 Penalty: 4907.720703
	Iteration 48Q: 3 clusters Score -1547423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1547432.375000 Penalty: 4907.720703
	Iteration 49Q: 3 clusters Score -1547432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1547444.625000 Penalty: 4907.720703
	Iteration 50Q: 3 clusters Score -1547445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1547451.750000 Penalty: 4907.720703
	Iteration 51Q: 3 clusters Score -1547452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1547461.250000 Penalty: 4907.720703
	Iteration 52Q: 3 clusters Score -1547461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1547468.000000 Penalty: 4907.720703
	Iteration 53Q: 3 clusters Score -1547468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1547471.875000 Penalty: 4907.720703
	Iteration 54Q: 3 clusters Score -1547472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1547477.875000 Penalty: 4907.720703
	Iteration 55Q: 3 clusters Score -1547478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1547482.000000 Penalty: 4907.720703
	Iteration 56Q: 3 clusters Score -1547482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1547485.000000 Penalty: 4907.720703
	Iteration 57Q: 3 clusters Score -1547485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1547485.125000 Penalty: 4907.720703
	Iteration 58Q: 3 clusters Score -1547485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1547489.250000 Penalty: 4907.720703
	Iteration 59Q: 3 clusters Score -1547489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1547489.875000 Penalty: 4907.720703
	Iteration 60F: 3 clusters Score -1547490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1547492.250000 Penalty: 4907.720703
	Iteration 61Q: 3 clusters Score -1547492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1547494.750000 Penalty: 4907.720703
	Iteration 62Q: 3 clusters Score -1547495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1547496.000000 Penalty: 4907.720703
	Iteration 63Q: 3 clusters Score -1547496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1547495.875000 Penalty: 4907.720703
	Iteration 64Q: 3 clusters Score -1547496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1547495.875000 Penalty: 4907.720703
	Iteration 65Q: 3 clusters Score -1547496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1547501.875000 Penalty: 4907.720703
	Iteration 66Q: 3 clusters Score -1547502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1547500.250000 Penalty: 4907.720703
	Iteration 67Q: 3 clusters Score -1547500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1547500.625000 Penalty: 4907.720703
	Iteration 68Q: 3 clusters Score -1547501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1547502.250000 Penalty: 4907.720703
	Iteration 69Q: 3 clusters Score -1547502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1547501.375000 Penalty: 4907.720703
	Iteration 70Q: 3 clusters Score -1547501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1547505.125000 Penalty: 4907.720703
	Iteration 71Q: 3 clusters Score -1547505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1547503.625000 Penalty: 4907.720703
	Iteration 72Q: 3 clusters Score -1547504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1547501.500000 Penalty: 4907.720703
	Iteration 73Q: 3 clusters Score -1547502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1547499.125000 Penalty: 4907.720703
	Iteration 74Q: 3 clusters Score -1547499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1547502.500000 Penalty: 4907.720703
	Iteration 75Q: 3 clusters Score -1547502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1547502.250000 Penalty: 4907.720703
	Iteration 76Q: 3 clusters Score -1547502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1547504.250000 Penalty: 4907.720703
	Iteration 77Q: 3 clusters Score -1547504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1547502.875000 Penalty: 4907.720703
	Iteration 78Q: 3 clusters Score -1547503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1547502.875000 Penalty: 4907.720703
	Iteration 79F: 3 clusters Score -1547503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Entering Unmasked Estep 
Score: -1390342.000000 Penalty: 2455.406738
	Iteration 0F: 2 clusters Score -1390342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1376277.625000 Penalty: 4910.813477
	Iteration 0F: 3 clusters Score -1376278 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1380965.625000 Penalty: 4910.813477
	Iteration 1F: 3 clusters Score -1380966 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1381429.000000 Penalty: 4910.813477
	Iteration 2F: 3 clusters Score -1381429 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1381832.875000 Penalty: 4910.813477
	Iteration 3Q: 3 clusters Score -1381833 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1382252.375000 Penalty: 4910.813477
	Iteration 4Q: 3 clusters Score -1382252 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1382704.000000 Penalty: 4910.813477
	Iteration 5Q: 3 clusters Score -1382704 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1383212.125000 Penalty: 4910.813477
	Iteration 6Q: 3 clusters Score -1383212 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1383841.875000 Penalty: 4910.813477
	Iteration 7Q: 3 clusters Score -1383842 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1384586.625000 Penalty: 4910.813477
	Iteration 8F: 3 clusters Score -1384587 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1385300.000000 Penalty: 4910.813477
	Iteration 9F: 3 clusters Score -1385300 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1385913.125000 Penalty: 4910.813477
	Iteration 10Q: 3 clusters Score -1385913 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1386347.125000 Penalty: 4910.813477
	Iteration 11Q: 3 clusters Score -1386347 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1386665.625000 Penalty: 4910.813477
	Iteration 12Q: 3 clusters Score -1386666 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1386911.250000 Penalty: 4910.813477
	Iteration 13Q: 3 clusters Score -1386911 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1387124.125000 Penalty: 4910.813477
	Iteration 14Q: 3 clusters Score -1387124 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1387335.625000 Penalty: 4910.813477
	Iteration 15Q: 3 clusters Score -1387336 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1387508.500000 Penalty: 4910.813477
	Iteration 16Q: 3 clusters Score -1387508 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1387647.875000 Penalty: 4910.813477
	Iteration 17Q: 3 clusters Score -1387648 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1387771.875000 Penalty: 4910.813477
	Iteration 18Q: 3 clusters Score -1387772 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1387889.875000 Penalty: 4910.813477
	Iteration 19Q: 3 clusters Score -1387890 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1387999.750000 Penalty: 4910.813477
	Iteration 20F: 3 clusters Score -1388000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1388078.125000 Penalty: 4910.813477
	Iteration 21Q: 3 clusters Score -1388078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1388144.500000 Penalty: 4910.813477
	Iteration 22Q: 3 clusters Score -1388144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1388208.875000 Penalty: 4910.813477
	Iteration 23Q: 3 clusters Score -1388209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1388265.250000 Penalty: 4910.813477
	Iteration 24Q: 3 clusters Score -1388265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1388311.000000 Penalty: 4910.813477
	Iteration 25Q: 3 clusters Score -1388311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1388350.125000 Penalty: 4910.813477
	Iteration 26Q: 3 clusters Score -1388350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1388376.250000 Penalty: 4910.813477
	Iteration 27Q: 3 clusters Score -1388376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1388397.500000 Penalty: 4910.813477
	Iteration 28Q: 3 clusters Score -1388398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1388415.375000 Penalty: 4910.813477
	Iteration 29Q: 3 clusters Score -1388415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1388422.750000 Penalty: 4910.813477
	Iteration 30Q: 3 clusters Score -1388423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1388435.750000 Penalty: 4910.813477
	Iteration 31Q: 3 clusters Score -1388436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1388443.625000 Penalty: 4910.813477
	Iteration 32Q: 3 clusters Score -1388444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -1388453.625000 Penalty: 4910.813477
	Iteration 33Q: 3 clusters Score -1388454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1388456.875000 Penalty: 4910.813477
	Iteration 34Q: 3 clusters Score -1388457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1388459.875000 Penalty: 4910.813477
	Iteration 35Q: 3 clusters Score -1388460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1388474.375000 Penalty: 4910.813477
	Iteration 36Q: 3 clusters Score -1388474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1388481.250000 Penalty: 4910.813477
	Iteration 37Q: 3 clusters Score -1388481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1388484.000000 Penalty: 4910.813477
	Iteration 38Q: 3 clusters Score -1388484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1388489.875000 Penalty: 4910.813477
	Iteration 39Q: 3 clusters Score -1388490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1388495.250000 Penalty: 4910.813477
	Iteration 40F: 3 clusters Score -1388495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -1388496.000000 Penalty: 4910.813477
	Iteration 41Q: 3 clusters Score -1388496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1388495.875000 Penalty: 4910.813477
	Iteration 42Q: 3 clusters Score -1388496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1388497.500000 Penalty: 4910.813477
	Iteration 43Q: 3 clusters Score -1388498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1388498.625000 Penalty: 4910.813477
	Iteration 44Q: 3 clusters Score -1388499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -1388503.375000 Penalty: 4910.813477
	Iteration 45Q: 3 clusters Score -1388503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1388508.500000 Penalty: 4910.813477
	Iteration 46Q: 3 clusters Score -1388508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1388516.375000 Penalty: 4910.813477
	Iteration 47Q: 3 clusters Score -1388516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1388530.250000 Penalty: 4910.813477
	Iteration 48Q: 3 clusters Score -1388530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1388538.000000 Penalty: 4910.813477
	Iteration 49Q: 3 clusters Score -1388538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1388544.750000 Penalty: 4910.813477
	Iteration 50Q: 3 clusters Score -1388545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1388550.625000 Penalty: 4910.813477
	Iteration 51Q: 3 clusters Score -1388551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1388559.750000 Penalty: 4910.813477
	Iteration 52Q: 3 clusters Score -1388560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1388568.000000 Penalty: 4910.813477
	Iteration 53Q: 3 clusters Score -1388568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -1388573.750000 Penalty: 4910.813477
	Iteration 54Q: 3 clusters Score -1388574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1388579.125000 Penalty: 4910.813477
	Iteration 55Q: 3 clusters Score -1388579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1388588.500000 Penalty: 4910.813477
	Iteration 56Q: 3 clusters Score -1388588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1388593.625000 Penalty: 4910.813477
	Iteration 57Q: 3 clusters Score -1388594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -1388595.000000 Penalty: 4910.813477
	Iteration 58Q: 3 clusters Score -1388595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1388602.500000 Penalty: 4910.813477
	Iteration 59Q: 3 clusters Score -1388602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1388606.625000 Penalty: 4910.813477
	Iteration 60F: 3 clusters Score -1388607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -1388615.500000 Penalty: 4910.813477
	Iteration 61Q: 3 clusters Score -1388616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1388625.625000 Penalty: 4910.813477
	Iteration 62Q: 3 clusters Score -1388626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1388628.250000 Penalty: 4910.813477
	Iteration 63Q: 3 clusters Score -1388628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1388636.625000 Penalty: 4910.813477
	Iteration 64Q: 3 clusters Score -1388637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1388648.375000 Penalty: 4910.813477
	Iteration 65Q: 3 clusters Score -1388648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -1388652.250000 Penalty: 4910.813477
	Iteration 66Q: 3 clusters Score -1388652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1388658.125000 Penalty: 4910.813477
	Iteration 67Q: 3 clusters Score -1388658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1388657.250000 Penalty: 4910.813477
	Iteration 68Q: 3 clusters Score -1388657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1388657.875000 Penalty: 4910.813477
	Iteration 69Q: 3 clusters Score -1388658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1388658.250000 Penalty: 4910.813477
	Iteration 70Q: 3 clusters Score -1388658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -1388658.250000 Penalty: 4910.813477
	Iteration 71F: 3 clusters Score -1388658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Entering Unmasked Estep 
Score: -2902198.750000 Penalty: 2595.097412
	Iteration 0F: 2 clusters Score -2902199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2878131.500000 Penalty: 5190.194824
	Iteration 0F: 3 clusters Score -2878132 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2886905.250000 Penalty: 5190.194824
	Iteration 1F: 3 clusters Score -2886905 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2887360.250000 Penalty: 5190.194824
	Iteration 2Q: 3 clusters Score -2887360 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2887769.250000 Penalty: 5190.194824
	Iteration 3Q: 3 clusters Score -2887769 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2888150.250000 Penalty: 5190.194824
	Iteration 4Q: 3 clusters Score -2888150 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2888538.000000 Penalty: 5190.194824
	Iteration 5Q: 3 clusters Score -2888538 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2888964.000000 Penalty: 5190.194824
	Iteration 6Q: 3 clusters Score -2888964 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2889494.750000 Penalty: 5190.194824
	Iteration 7Q: 3 clusters Score -2889495 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2890210.250000 Penalty: 5190.194824
	Iteration 8Q: 3 clusters Score -2890210 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2891150.250000 Penalty: 5190.194824
	Iteration 9Q: 3 clusters Score -2891150 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2892355.500000 Penalty: 5190.194824
	Iteration 10F: 3 clusters Score -2892356 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2893778.250000 Penalty: 5190.194824
	Iteration 11F: 3 clusters Score -2893778 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2894924.750000 Penalty: 5190.194824
	Iteration 12F: 3 clusters Score -2894925 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2895620.750000 Penalty: 5190.194824
	Iteration 13Q: 3 clusters Score -2895621 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2895987.500000 Penalty: 5190.194824
	Iteration 14Q: 3 clusters Score -2895988 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2896261.000000 Penalty: 5190.194824
	Iteration 15Q: 3 clusters Score -2896261 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2896432.500000 Penalty: 5190.194824
	Iteration 16Q: 3 clusters Score -2896432 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2896573.500000 Penalty: 5190.194824
	Iteration 17Q: 3 clusters Score -2896574 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2896723.250000 Penalty: 5190.194824
	Iteration 18Q: 3 clusters Score -2896723 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2896846.500000 Penalty: 5190.194824
	Iteration 19Q: 3 clusters Score -2896846 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2896935.250000 Penalty: 5190.194824
	Iteration 20F: 3 clusters Score -2896935 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2897042.750000 Penalty: 5190.194824
	Iteration 21Q: 3 clusters Score -2897043 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2897151.500000 Penalty: 5190.194824
	Iteration 22Q: 3 clusters Score -2897152 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2897242.750000 Penalty: 5190.194824
	Iteration 23Q: 3 clusters Score -2897243 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2897331.750000 Penalty: 5190.194824
	Iteration 24Q: 3 clusters Score -2897332 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2897435.750000 Penalty: 5190.194824
	Iteration 25Q: 3 clusters Score -2897436 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2897518.500000 Penalty: 5190.194824
	Iteration 26Q: 3 clusters Score -2897518 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2897632.750000 Penalty: 5190.194824
	Iteration 27Q: 3 clusters Score -2897633 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2897743.500000 Penalty: 5190.194824
	Iteration 28Q: 3 clusters Score -2897744 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2897864.750000 Penalty: 5190.194824
	Iteration 29Q: 3 clusters Score -2897865 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2897990.250000 Penalty: 5190.194824
	Iteration 30Q: 3 clusters Score -2897990 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2898106.750000 Penalty: 5190.194824
	Iteration 31Q: 3 clusters Score -2898107 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2898239.750000 Penalty: 5190.194824
	Iteration 32Q: 3 clusters Score -2898240 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2898354.750000 Penalty: 5190.194824
	Iteration 33Q: 3 clusters Score -2898355 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2898491.500000 Penalty: 5190.194824
	Iteration 34Q: 3 clusters Score -2898492 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2898634.750000 Penalty: 5190.194824
	Iteration 35Q: 3 clusters Score -2898635 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2898753.500000 Penalty: 5190.194824
	Iteration 36Q: 3 clusters Score -2898754 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2898858.250000 Penalty: 5190.194824
	Iteration 37Q: 3 clusters Score -2898858 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2898964.750000 Penalty: 5190.194824
	Iteration 38Q: 3 clusters Score -2898965 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2899091.500000 Penalty: 5190.194824
	Iteration 39Q: 3 clusters Score -2899092 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2899189.000000 Penalty: 5190.194824
	Iteration 40F: 3 clusters Score -2899189 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2899274.750000 Penalty: 5190.194824
	Iteration 41Q: 3 clusters Score -2899275 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2899344.250000 Penalty: 5190.194824
	Iteration 42Q: 3 clusters Score -2899344 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2899407.750000 Penalty: 5190.194824
	Iteration 43Q: 3 clusters Score -2899408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2899479.250000 Penalty: 5190.194824
	Iteration 44Q: 3 clusters Score -2899479 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2899529.000000 Penalty: 5190.194824
	Iteration 45Q: 3 clusters Score -2899529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2899577.500000 Penalty: 5190.194824
	Iteration 46Q: 3 clusters Score -2899578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2899647.250000 Penalty: 5190.194824
	Iteration 47Q: 3 clusters Score -2899647 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2899698.500000 Penalty: 5190.194824
	Iteration 48Q: 3 clusters Score -2899698 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2899740.500000 Penalty: 5190.194824
	Iteration 49Q: 3 clusters Score -2899740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2899776.500000 Penalty: 5190.194824
	Iteration 50Q: 3 clusters Score -2899776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2899810.250000 Penalty: 5190.194824
	Iteration 51Q: 3 clusters Score -2899810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2899855.500000 Penalty: 5190.194824
	Iteration 52Q: 3 clusters Score -2899856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2899887.750000 Penalty: 5190.194824
	Iteration 53Q: 3 clusters Score -2899888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2899911.000000 Penalty: 5190.194824
	Iteration 54Q: 3 clusters Score -2899911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2899948.000000 Penalty: 5190.194824
	Iteration 55Q: 3 clusters Score -2899948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2899983.250000 Penalty: 5190.194824
	Iteration 56Q: 3 clusters Score -2899983 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2900018.750000 Penalty: 5190.194824
	Iteration 57Q: 3 clusters Score -2900019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2900055.750000 Penalty: 5190.194824
	Iteration 58Q: 3 clusters Score -2900056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2900079.250000 Penalty: 5190.194824
	Iteration 59Q: 3 clusters Score -2900079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2900108.750000 Penalty: 5190.194824
	Iteration 60F: 3 clusters Score -2900109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2900116.250000 Penalty: 5190.194824
	Iteration 61Q: 3 clusters Score -2900116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2900135.250000 Penalty: 5190.194824
	Iteration 62Q: 3 clusters Score -2900135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2900142.500000 Penalty: 5190.194824
	Iteration 63Q: 3 clusters Score -2900142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2900146.250000 Penalty: 5190.194824
	Iteration 64Q: 3 clusters Score -2900146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2900149.250000 Penalty: 5190.194824
	Iteration 65Q: 3 clusters Score -2900149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2900150.250000 Penalty: 5190.194824
	Iteration 66Q: 3 clusters Score -2900150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2900154.000000 Penalty: 5190.194824
	Iteration 67Q: 3 clusters Score -2900154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2900157.750000 Penalty: 5190.194824
	Iteration 68Q: 3 clusters Score -2900158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2900157.500000 Penalty: 5190.194824
	Iteration 69Q: 3 clusters Score -2900158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2900170.500000 Penalty: 5190.194824
	Iteration 70Q: 3 clusters Score -2900170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2900176.250000 Penalty: 5190.194824
	Iteration 71Q: 3 clusters Score -2900176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2900171.750000 Penalty: 5190.194824
	Iteration 72Q: 3 clusters Score -2900172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2900172.000000 Penalty: 5190.194824
	Iteration 73Q: 3 clusters Score -2900172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2900173.500000 Penalty: 5190.194824
	Iteration 74Q: 3 clusters Score -2900174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2900176.250000 Penalty: 5190.194824
	Iteration 75Q: 3 clusters Score -2900176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2900177.500000 Penalty: 5190.194824
	Iteration 76Q: 3 clusters Score -2900178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2900177.750000 Penalty: 5190.194824
	Iteration 77Q: 3 clusters Score -2900178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2900182.000000 Penalty: 5190.194824
	Iteration 78Q: 3 clusters Score -2900182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2900181.000000 Penalty: 5190.194824
	Iteration 79Q: 3 clusters Score -2900181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2900186.000000 Penalty: 5190.194824
	Iteration 80F: 3 clusters Score -2900186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2900191.000000 Penalty: 5190.194824
	Iteration 81Q: 3 clusters Score -2900191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2900189.750000 Penalty: 5190.194824
	Iteration 82Q: 3 clusters Score -2900190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2900189.750000 Penalty: 5190.194824
	Iteration 83F: 3 clusters Score -2900190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -515069.781250 Penalty: 2176.374512
	Iteration 0F: 2 clusters Score -515069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -509587.531250 Penalty: 4352.749023
	Iteration 0F: 3 clusters Score -509587.5 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -510936.250000 Penalty: 4352.749023
	Iteration 1F: 3 clusters Score -510936.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -511167.531250 Penalty: 4352.749023
	Iteration 2F: 3 clusters Score -511167.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -511334.656250 Penalty: 4352.749023
	Iteration 3F: 3 clusters Score -511334.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -511481.625000 Penalty: 4352.749023
	Iteration 4Q: 3 clusters Score -511481.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -511626.187500 Penalty: 4352.749023
	Iteration 5Q: 3 clusters Score -511626.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -511766.062500 Penalty: 4352.749023
	Iteration 6Q: 3 clusters Score -511766.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -511894.937500 Penalty: 4352.749023
	Iteration 7Q: 3 clusters Score -511894.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -512049.906250 Penalty: 4352.749023
	Iteration 8Q: 3 clusters Score -512049.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -512187.531250 Penalty: 4352.749023
	Iteration 9Q: 3 clusters Score -512187.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -512304.906250 Penalty: 4352.749023
	Iteration 10Q: 3 clusters Score -512304.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -512403.968750 Penalty: 4352.749023
	Iteration 11Q: 3 clusters Score -512404 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -512502.375000 Penalty: 4352.749023
	Iteration 12Q: 3 clusters Score -512502.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -512601.812500 Penalty: 4352.749023
	Iteration 13Q: 3 clusters Score -512601.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -512665.906250 Penalty: 4352.749023
	Iteration 14Q: 3 clusters Score -512665.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -512725.500000 Penalty: 4352.749023
	Iteration 15Q: 3 clusters Score -512725.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -512772.093750 Penalty: 4352.749023
	Iteration 16Q: 3 clusters Score -512772.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -512813.687500 Penalty: 4352.749023
	Iteration 17Q: 3 clusters Score -512813.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -512849.000000 Penalty: 4352.749023
	Iteration 18Q: 3 clusters Score -512849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -512878.093750 Penalty: 4352.749023
	Iteration 19Q: 3 clusters Score -512878.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -512904.468750 Penalty: 4352.749023
	Iteration 20F: 3 clusters Score -512904.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -512935.125000 Penalty: 4352.749023
	Iteration 21Q: 3 clusters Score -512935.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -512964.718750 Penalty: 4352.749023
	Iteration 22Q: 3 clusters Score -512964.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -512996.062500 Penalty: 4352.749023
	Iteration 23Q: 3 clusters Score -512996.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -513034.062500 Penalty: 4352.749023
	Iteration 24Q: 3 clusters Score -513034.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -513076.031250 Penalty: 4352.749023
	Iteration 25Q: 3 clusters Score -513076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -513108.281250 Penalty: 4352.749023
	Iteration 26Q: 3 clusters Score -513108.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -513159.031250 Penalty: 4352.749023
	Iteration 27Q: 3 clusters Score -513159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -513202.906250 Penalty: 4352.749023
	Iteration 28Q: 3 clusters Score -513202.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -513248.593750 Penalty: 4352.749023
	Iteration 29Q: 3 clusters Score -513248.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -513288.312500 Penalty: 4352.749023
	Iteration 30Q: 3 clusters Score -513288.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -513328.343750 Penalty: 4352.749023
	Iteration 31Q: 3 clusters Score -513328.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -513371.437500 Penalty: 4352.749023
	Iteration 32Q: 3 clusters Score -513371.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -513409.312500 Penalty: 4352.749023
	Iteration 33Q: 3 clusters Score -513409.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -513452.156250 Penalty: 4352.749023
	Iteration 34Q: 3 clusters Score -513452.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -513493.875000 Penalty: 4352.749023
	Iteration 35Q: 3 clusters Score -513493.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -513526.468750 Penalty: 4352.749023
	Iteration 36Q: 3 clusters Score -513526.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -513557.500000 Penalty: 4352.749023
	Iteration 37Q: 3 clusters Score -513557.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -513584.937500 Penalty: 4352.749023
	Iteration 38Q: 3 clusters Score -513584.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -513611.375000 Penalty: 4352.749023
	Iteration 39Q: 3 clusters Score -513611.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -513641.187500 Penalty: 4352.749023
	Iteration 40F: 3 clusters Score -513641.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -513665.937500 Penalty: 4352.749023
	Iteration 41Q: 3 clusters Score -513665.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -513687.156250 Penalty: 4352.749023
	Iteration 42Q: 3 clusters Score -513687.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -513709.531250 Penalty: 4352.749023
	Iteration 43Q: 3 clusters Score -513709.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -513735.500000 Penalty: 4352.749023
	Iteration 44Q: 3 clusters Score -513735.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -513752.093750 Penalty: 4352.749023
	Iteration 45Q: 3 clusters Score -513752.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -513765.281250 Penalty: 4352.749023
	Iteration 46Q: 3 clusters Score -513765.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -513782.906250 Penalty: 4352.749023
	Iteration 47Q: 3 clusters Score -513782.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -513794.562500 Penalty: 4352.749023
	Iteration 48Q: 3 clusters Score -513794.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -513799.875000 Penalty: 4352.749023
	Iteration 49Q: 3 clusters Score -513799.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -513806.812500 Penalty: 4352.749023
	Iteration 50Q: 3 clusters Score -513806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -513809.343750 Penalty: 4352.749023
	Iteration 51Q: 3 clusters Score -513809.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -513814.906250 Penalty: 4352.749023
	Iteration 52Q: 3 clusters Score -513814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -513818.156250 Penalty: 4352.749023
	Iteration 53Q: 3 clusters Score -513818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -513822.062500 Penalty: 4352.749023
	Iteration 54Q: 3 clusters Score -513822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -513826.562500 Penalty: 4352.749023
	Iteration 55Q: 3 clusters Score -513826.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -513831.000000 Penalty: 4352.749023
	Iteration 56Q: 3 clusters Score -513831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -513834.531250 Penalty: 4352.749023
	Iteration 57Q: 3 clusters Score -513834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -513837.031250 Penalty: 4352.749023
	Iteration 58Q: 3 clusters Score -513837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -513838.781250 Penalty: 4352.749023
	Iteration 59Q: 3 clusters Score -513838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -513839.468750 Penalty: 4352.749023
	Iteration 60F: 3 clusters Score -513839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -513839.781250 Penalty: 4352.749023
	Iteration 61Q: 3 clusters Score -513839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -513841.625000 Penalty: 4352.749023
	Iteration 62Q: 3 clusters Score -513841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -513841.812500 Penalty: 4352.749023
	Iteration 63Q: 3 clusters Score -513841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -513842.437500 Penalty: 4352.749023
	Iteration 64Q: 3 clusters Score -513842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -513842.875000 Penalty: 4352.749023
	Iteration 65Q: 3 clusters Score -513842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -513843.250000 Penalty: 4352.749023
	Iteration 66Q: 3 clusters Score -513843.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -513843.250000 Penalty: 4352.749023
	Iteration 67F: 3 clusters Score -513843.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Entering Unmasked Estep 
Score: -632925.375000 Penalty: 2228.452637
	Iteration 0F: 2 clusters Score -632925.4 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 4037 members 
Entering Unmasked Estep 
Score: -626640.875000 Penalty: 4456.905273
	Iteration 0F: 3 clusters Score -626640.9 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -628388.500000 Penalty: 4456.905273
	Iteration 1F: 3 clusters Score -628388.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -628674.750000 Penalty: 4456.905273
	Iteration 2F: 3 clusters Score -628674.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -628924.562500 Penalty: 4456.905273
	Iteration 3F: 3 clusters Score -628924.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -629137.125000 Penalty: 4456.905273
	Iteration 4Q: 3 clusters Score -629137.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -629355.500000 Penalty: 4456.905273
	Iteration 5Q: 3 clusters Score -629355.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -629592.125000 Penalty: 4456.905273
	Iteration 6Q: 3 clusters Score -629592.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -629828.125000 Penalty: 4456.905273
	Iteration 7Q: 3 clusters Score -629828.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -630088.062500 Penalty: 4456.905273
	Iteration 8Q: 3 clusters Score -630088.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -630349.937500 Penalty: 4456.905273
	Iteration 9Q: 3 clusters Score -630349.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -630560.562500 Penalty: 4456.905273
	Iteration 10Q: 3 clusters Score -630560.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -630712.000000 Penalty: 4456.905273
	Iteration 11Q: 3 clusters Score -630712 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -630825.500000 Penalty: 4456.905273
	Iteration 12Q: 3 clusters Score -630825.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -630905.375000 Penalty: 4456.905273
	Iteration 13Q: 3 clusters Score -630905.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -630979.500000 Penalty: 4456.905273
	Iteration 14Q: 3 clusters Score -630979.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -631035.500000 Penalty: 4456.905273
	Iteration 15Q: 3 clusters Score -631035.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -631086.250000 Penalty: 4456.905273
	Iteration 16Q: 3 clusters Score -631086.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -631123.312500 Penalty: 4456.905273
	Iteration 17Q: 3 clusters Score -631123.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -631158.250000 Penalty: 4456.905273
	Iteration 18Q: 3 clusters Score -631158.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -631179.437500 Penalty: 4456.905273
	Iteration 19Q: 3 clusters Score -631179.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -631200.437500 Penalty: 4456.905273
	Iteration 20F: 3 clusters Score -631200.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -631211.875000 Penalty: 4456.905273
	Iteration 21Q: 3 clusters Score -631211.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -631222.500000 Penalty: 4456.905273
	Iteration 22Q: 3 clusters Score -631222.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -631231.437500 Penalty: 4456.905273
	Iteration 23Q: 3 clusters Score -631231.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -631239.187500 Penalty: 4456.905273
	Iteration 24Q: 3 clusters Score -631239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -631245.500000 Penalty: 4456.905273
	Iteration 25Q: 3 clusters Score -631245.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -631253.250000 Penalty: 4456.905273
	Iteration 26Q: 3 clusters Score -631253.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -631259.500000 Penalty: 4456.905273
	Iteration 27Q: 3 clusters Score -631259.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -631265.750000 Penalty: 4456.905273
	Iteration 28Q: 3 clusters Score -631265.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -631271.625000 Penalty: 4456.905273
	Iteration 29Q: 3 clusters Score -631271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -631274.125000 Penalty: 4456.905273
	Iteration 30Q: 3 clusters Score -631274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -631276.375000 Penalty: 4456.905273
	Iteration 31Q: 3 clusters Score -631276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -631282.312500 Penalty: 4456.905273
	Iteration 32Q: 3 clusters Score -631282.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -631286.125000 Penalty: 4456.905273
	Iteration 33Q: 3 clusters Score -631286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -631293.500000 Penalty: 4456.905273
	Iteration 34Q: 3 clusters Score -631293.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -631300.687500 Penalty: 4456.905273
	Iteration 35Q: 3 clusters Score -631300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -631306.375000 Penalty: 4456.905273
	Iteration 36Q: 3 clusters Score -631306.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -631312.062500 Penalty: 4456.905273
	Iteration 37Q: 3 clusters Score -631312.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -631313.562500 Penalty: 4456.905273
	Iteration 38Q: 3 clusters Score -631313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -631316.812500 Penalty: 4456.905273
	Iteration 39Q: 3 clusters Score -631316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -631316.062500 Penalty: 4456.905273
	Iteration 40F: 3 clusters Score -631316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -631317.062500 Penalty: 4456.905273
	Iteration 41Q: 3 clusters Score -631317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -631317.375000 Penalty: 4456.905273
	Iteration 42Q: 3 clusters Score -631317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -631320.375000 Penalty: 4456.905273
	Iteration 43Q: 3 clusters Score -631320.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -631321.437500 Penalty: 4456.905273
	Iteration 44Q: 3 clusters Score -631321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -631321.437500 Penalty: 4456.905273
	Iteration 45F: 3 clusters Score -631321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -306791.781250 Penalty: 2040.521729
	Iteration 0F: 2 clusters Score -306791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -303002.156250 Penalty: 4081.043457
	Iteration 0F: 3 clusters Score -303002.2 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -303802.562500 Penalty: 4081.043457
	Iteration 1F: 3 clusters Score -303802.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -303959.718750 Penalty: 4081.043457
	Iteration 2F: 3 clusters Score -303959.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -304059.500000 Penalty: 4081.043457
	Iteration 3Q: 3 clusters Score -304059.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -304134.687500 Penalty: 4081.043457
	Iteration 4Q: 3 clusters Score -304134.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -304177.406250 Penalty: 4081.043457
	Iteration 5Q: 3 clusters Score -304177.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -304206.468750 Penalty: 4081.043457
	Iteration 6Q: 3 clusters Score -304206.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -304226.968750 Penalty: 4081.043457
	Iteration 7Q: 3 clusters Score -304227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -304243.093750 Penalty: 4081.043457
	Iteration 8Q: 3 clusters Score -304243.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -304254.156250 Penalty: 4081.043457
	Iteration 9Q: 3 clusters Score -304254.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -304262.656250 Penalty: 4081.043457
	Iteration 10Q: 3 clusters Score -304262.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -304271.000000 Penalty: 4081.043457
	Iteration 11Q: 3 clusters Score -304271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -304275.500000 Penalty: 4081.043457
	Iteration 12Q: 3 clusters Score -304275.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -304281.000000 Penalty: 4081.043457
	Iteration 13Q: 3 clusters Score -304281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -304284.125000 Penalty: 4081.043457
	Iteration 14Q: 3 clusters Score -304284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -304290.343750 Penalty: 4081.043457
	Iteration 15Q: 3 clusters Score -304290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -304296.343750 Penalty: 4081.043457
	Iteration 16Q: 3 clusters Score -304296.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -304305.281250 Penalty: 4081.043457
	Iteration 17Q: 3 clusters Score -304305.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -304315.062500 Penalty: 4081.043457
	Iteration 18Q: 3 clusters Score -304315.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -304326.406250 Penalty: 4081.043457
	Iteration 19Q: 3 clusters Score -304326.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -304342.750000 Penalty: 4081.043457
	Iteration 20F: 3 clusters Score -304342.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -304351.843750 Penalty: 4081.043457
	Iteration 21Q: 3 clusters Score -304351.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -304363.750000 Penalty: 4081.043457
	Iteration 22Q: 3 clusters Score -304363.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -304372.781250 Penalty: 4081.043457
	Iteration 23Q: 3 clusters Score -304372.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -304377.625000 Penalty: 4081.043457
	Iteration 24Q: 3 clusters Score -304377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -304381.468750 Penalty: 4081.043457
	Iteration 25Q: 3 clusters Score -304381.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -304387.250000 Penalty: 4081.043457
	Iteration 26Q: 3 clusters Score -304387.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -304394.343750 Penalty: 4081.043457
	Iteration 27Q: 3 clusters Score -304394.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -304400.843750 Penalty: 4081.043457
	Iteration 28Q: 3 clusters Score -304400.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -304404.781250 Penalty: 4081.043457
	Iteration 29Q: 3 clusters Score -304404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -304407.000000 Penalty: 4081.043457
	Iteration 30Q: 3 clusters Score -304407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -304411.093750 Penalty: 4081.043457
	Iteration 31Q: 3 clusters Score -304411.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -304419.750000 Penalty: 4081.043457
	Iteration 32Q: 3 clusters Score -304419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -304427.437500 Penalty: 4081.043457
	Iteration 33Q: 3 clusters Score -304427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -304430.625000 Penalty: 4081.043457
	Iteration 34Q: 3 clusters Score -304430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -304432.375000 Penalty: 4081.043457
	Iteration 35Q: 3 clusters Score -304432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -304432.375000 Penalty: 4081.043457
	Iteration 36Q: 3 clusters Score -304432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304434.062500 Penalty: 4081.043457
	Iteration 37Q: 3 clusters Score -304434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -304436.000000 Penalty: 4081.043457
	Iteration 38Q: 3 clusters Score -304436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304437.125000 Penalty: 4081.043457
	Iteration 39Q: 3 clusters Score -304437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -304438.937500 Penalty: 4081.043457
	Iteration 40F: 3 clusters Score -304438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -304441.437500 Penalty: 4081.043457
	Iteration 41Q: 3 clusters Score -304441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -304442.312500 Penalty: 4081.043457
	Iteration 42Q: 3 clusters Score -304442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -304443.781250 Penalty: 4081.043457
	Iteration 43Q: 3 clusters Score -304443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -304445.125000 Penalty: 4081.043457
	Iteration 44Q: 3 clusters Score -304445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -304445.593750 Penalty: 4081.043457
	Iteration 45Q: 3 clusters Score -304445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -304446.062500 Penalty: 4081.043457
	Iteration 46Q: 3 clusters Score -304446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -304448.781250 Penalty: 4081.043457
	Iteration 47Q: 3 clusters Score -304448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -304451.250000 Penalty: 4081.043457
	Iteration 48Q: 3 clusters Score -304451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304453.218750 Penalty: 4081.043457
	Iteration 49Q: 3 clusters Score -304453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -304453.906250 Penalty: 4081.043457
	Iteration 50Q: 3 clusters Score -304453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304454.312500 Penalty: 4081.043457
	Iteration 51Q: 3 clusters Score -304454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -304454.531250 Penalty: 4081.043457
	Iteration 52Q: 3 clusters Score -304454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -304455.281250 Penalty: 4081.043457
	Iteration 53Q: 3 clusters Score -304455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -304455.281250 Penalty: 4081.043457
	Iteration 54F: 3 clusters Score -304455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Entering Unmasked Estep 
Score: -1504651.500000 Penalty: 2442.284668
	Iteration 0F: 2 clusters Score -1504652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1491279.750000 Penalty: 4884.569336
	Iteration 0F: 3 clusters Score -1491280 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1495612.375000 Penalty: 4884.569336
	Iteration 1F: 3 clusters Score -1495612 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1496030.250000 Penalty: 4884.569336
	Iteration 2F: 3 clusters Score -1496030 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1496382.000000 Penalty: 4884.569336
	Iteration 3Q: 3 clusters Score -1496382 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1496734.875000 Penalty: 4884.569336
	Iteration 4Q: 3 clusters Score -1496735 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1497139.625000 Penalty: 4884.569336
	Iteration 5Q: 3 clusters Score -1497140 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1497614.375000 Penalty: 4884.569336
	Iteration 6Q: 3 clusters Score -1497614 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1498153.875000 Penalty: 4884.569336
	Iteration 7Q: 3 clusters Score -1498154 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1498680.875000 Penalty: 4884.569336
	Iteration 8Q: 3 clusters Score -1498681 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1499170.625000 Penalty: 4884.569336
	Iteration 9Q: 3 clusters Score -1499171 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1499612.250000 Penalty: 4884.569336
	Iteration 10Q: 3 clusters Score -1499612 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1500058.500000 Penalty: 4884.569336
	Iteration 11Q: 3 clusters Score -1500058 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1500474.375000 Penalty: 4884.569336
	Iteration 12Q: 3 clusters Score -1500474 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1500793.375000 Penalty: 4884.569336
	Iteration 13Q: 3 clusters Score -1500793 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1501062.125000 Penalty: 4884.569336
	Iteration 14Q: 3 clusters Score -1501062 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1501256.125000 Penalty: 4884.569336
	Iteration 15Q: 3 clusters Score -1501256 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1501417.000000 Penalty: 4884.569336
	Iteration 16Q: 3 clusters Score -1501417 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1501521.125000 Penalty: 4884.569336
	Iteration 17Q: 3 clusters Score -1501521 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1501592.250000 Penalty: 4884.569336
	Iteration 18Q: 3 clusters Score -1501592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1501652.750000 Penalty: 4884.569336
	Iteration 19Q: 3 clusters Score -1501653 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1501694.375000 Penalty: 4884.569336
	Iteration 20F: 3 clusters Score -1501694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1501724.500000 Penalty: 4884.569336
	Iteration 21Q: 3 clusters Score -1501724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1501754.500000 Penalty: 4884.569336
	Iteration 22Q: 3 clusters Score -1501754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1501763.500000 Penalty: 4884.569336
	Iteration 23Q: 3 clusters Score -1501764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1501781.125000 Penalty: 4884.569336
	Iteration 24Q: 3 clusters Score -1501781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1501800.375000 Penalty: 4884.569336
	Iteration 25Q: 3 clusters Score -1501800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1501820.000000 Penalty: 4884.569336
	Iteration 26Q: 3 clusters Score -1501820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1501839.875000 Penalty: 4884.569336
	Iteration 27Q: 3 clusters Score -1501840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1501850.375000 Penalty: 4884.569336
	Iteration 28Q: 3 clusters Score -1501850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1501863.125000 Penalty: 4884.569336
	Iteration 29Q: 3 clusters Score -1501863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1501876.750000 Penalty: 4884.569336
	Iteration 30Q: 3 clusters Score -1501877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1501891.125000 Penalty: 4884.569336
	Iteration 31Q: 3 clusters Score -1501891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1501897.875000 Penalty: 4884.569336
	Iteration 32Q: 3 clusters Score -1501898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1501901.250000 Penalty: 4884.569336
	Iteration 33Q: 3 clusters Score -1501901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1501915.500000 Penalty: 4884.569336
	Iteration 34Q: 3 clusters Score -1501916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1501925.125000 Penalty: 4884.569336
	Iteration 35Q: 3 clusters Score -1501925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1501929.000000 Penalty: 4884.569336
	Iteration 36Q: 3 clusters Score -1501929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1501945.625000 Penalty: 4884.569336
	Iteration 37Q: 3 clusters Score -1501946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1501943.625000 Penalty: 4884.569336
	Iteration 38Q: 3 clusters Score -1501944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1501949.250000 Penalty: 4884.569336
	Iteration 39Q: 3 clusters Score -1501949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1501957.875000 Penalty: 4884.569336
	Iteration 40F: 3 clusters Score -1501958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1501961.000000 Penalty: 4884.569336
	Iteration 41Q: 3 clusters Score -1501961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1501967.000000 Penalty: 4884.569336
	Iteration 42Q: 3 clusters Score -1501967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1501974.125000 Penalty: 4884.569336
	Iteration 43Q: 3 clusters Score -1501974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1501978.500000 Penalty: 4884.569336
	Iteration 44Q: 3 clusters Score -1501978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1501975.500000 Penalty: 4884.569336
	Iteration 45Q: 3 clusters Score -1501976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1501983.250000 Penalty: 4884.569336
	Iteration 46Q: 3 clusters Score -1501983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1501986.375000 Penalty: 4884.569336
	Iteration 47Q: 3 clusters Score -1501986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1501989.750000 Penalty: 4884.569336
	Iteration 48Q: 3 clusters Score -1501990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1501993.250000 Penalty: 4884.569336
	Iteration 49Q: 3 clusters Score -1501993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1502003.125000 Penalty: 4884.569336
	Iteration 50Q: 3 clusters Score -1502003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1502007.000000 Penalty: 4884.569336
	Iteration 51Q: 3 clusters Score -1502007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1502004.000000 Penalty: 4884.569336
	Iteration 52Q: 3 clusters Score -1502004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1502010.000000 Penalty: 4884.569336
	Iteration 53Q: 3 clusters Score -1502010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1502021.750000 Penalty: 4884.569336
	Iteration 54Q: 3 clusters Score -1502022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1502032.125000 Penalty: 4884.569336
	Iteration 55Q: 3 clusters Score -1502032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1502037.000000 Penalty: 4884.569336
	Iteration 56Q: 3 clusters Score -1502037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1502044.625000 Penalty: 4884.569336
	Iteration 57Q: 3 clusters Score -1502045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1502049.875000 Penalty: 4884.569336
	Iteration 58Q: 3 clusters Score -1502050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1502059.625000 Penalty: 4884.569336
	Iteration 59Q: 3 clusters Score -1502060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1502070.250000 Penalty: 4884.569336
	Iteration 60F: 3 clusters Score -1502070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1502076.000000 Penalty: 4884.569336
	Iteration 61Q: 3 clusters Score -1502076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1502085.375000 Penalty: 4884.569336
	Iteration 62Q: 3 clusters Score -1502085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1502088.125000 Penalty: 4884.569336
	Iteration 63Q: 3 clusters Score -1502088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1502096.625000 Penalty: 4884.569336
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Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1502104 nChanged 18
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Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1502109 nChanged 16
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Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1502110 nChanged 14
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Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1502109 nChanged 17
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Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1502111 nChanged 23
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Mstep: Class 1 contains 4099 members 
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	Iteration 72Q: 3 clusters Score -1502118 nChanged 19
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	Iteration 73Q: 3 clusters Score -1502123 nChanged 19
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Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1502124 nChanged 16
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	Iteration 75Q: 3 clusters Score -1502130 nChanged 24
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Mstep: Class 1 contains 4023 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1502132 nChanged 26
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Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14920 members 
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	Iteration 77Q: 3 clusters Score -1502137 nChanged 32
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1502138 nChanged 43
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Mstep: Class 1 contains 3924 members 
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	Iteration 79Q: 3 clusters Score -1502145 nChanged 35
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Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1502155 nChanged 29
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	Iteration 81Q: 3 clusters Score -1502159 nChanged 25
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Mstep: Class 1 contains 3839 members 
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	Iteration 82Q: 3 clusters Score -1502166 nChanged 29
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	Iteration 83Q: 3 clusters Score -1502169 nChanged 26
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Mstep: Class 1 contains 3784 members 
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	Iteration 84Q: 3 clusters Score -1502170 nChanged 27
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Mstep: Class 1 contains 3757 members 
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	Iteration 85Q: 3 clusters Score -1502174 nChanged 30
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Mstep: Class 1 contains 3727 members 
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	Iteration 86Q: 3 clusters Score -1502182 nChanged 19
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	Iteration 87Q: 3 clusters Score -1502182 nChanged 22
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	Iteration 88Q: 3 clusters Score -1502193 nChanged 15
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Mstep: Class 2 contains 15260 members 
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	Iteration 90Q: 3 clusters Score -1502193 nChanged 19
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	Iteration 91Q: 3 clusters Score -1502198 nChanged 23
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	Iteration 94Q: 3 clusters Score -1502215 nChanged 31
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	Iteration 98Q: 3 clusters Score -1502239 nChanged 36
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	Iteration 100F: 3 clusters Score -1502259 nChanged 39
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	Iteration 101Q: 3 clusters Score -1502266 nChanged 31
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Mstep: Class 1 contains 3307 members 
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Mstep: Class 1 contains 3280 members 
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	Iteration 103Q: 3 clusters Score -1502277 nChanged 16
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Mstep: Class 1 contains 3264 members 
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	Iteration 104Q: 3 clusters Score -1502278 nChanged 18
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	Iteration 105Q: 3 clusters Score -1502283 nChanged 17
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	Iteration 106Q: 3 clusters Score -1502288 nChanged 20
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	Iteration 107Q: 3 clusters Score -1502293 nChanged 29
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Mstep: Class 1 contains 3184 members 
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	Iteration 108Q: 3 clusters Score -1502293 nChanged 27
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Mstep: Class 1 contains 3159 members 
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	Iteration 109Q: 3 clusters Score -1502304 nChanged 31
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	Iteration 110Q: 3 clusters Score -1502314 nChanged 33
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	Iteration 111Q: 3 clusters Score -1502319 nChanged 38
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	Iteration 112Q: 3 clusters Score -1502328 nChanged 44
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Mstep: Class 1 contains 3025 members 
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	Iteration 113Q: 3 clusters Score -1502338 nChanged 39
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	Iteration 114Q: 3 clusters Score -1502355 nChanged 30
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	Iteration 115Q: 3 clusters Score -1502360 nChanged 33
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	Iteration 116Q: 3 clusters Score -1502369 nChanged 33
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	Iteration 117Q: 3 clusters Score -1502377 nChanged 30
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Mstep: Class 1 contains 2876 members 
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	Iteration 118Q: 3 clusters Score -1502386 nChanged 21
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Mstep: Class 1 contains 2857 members 
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	Iteration 119Q: 3 clusters Score -1502389 nChanged 19
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Mstep: Class 1 contains 2838 members 
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	Iteration 120F: 3 clusters Score -1502388 nChanged 31
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	Iteration 121Q: 3 clusters Score -1502390 nChanged 33
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Mstep: Class 1 contains 2778 members 
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	Iteration 122Q: 3 clusters Score -1502403 nChanged 36
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Mstep: Class 1 contains 2742 members 
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	Iteration 123Q: 3 clusters Score -1502412 nChanged 30
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Mstep: Class 1 contains 2712 members 
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	Iteration 124Q: 3 clusters Score -1502426 nChanged 25
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Mstep: Class 1 contains 2687 members 
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	Iteration 125Q: 3 clusters Score -1502426 nChanged 23
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Mstep: Class 1 contains 2666 members 
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	Iteration 126Q: 3 clusters Score -1502430 nChanged 23
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Mstep: Class 1 contains 2643 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1502436 nChanged 23
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Mstep: Class 1 contains 2620 members 
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	Iteration 128Q: 3 clusters Score -1502449 nChanged 31
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Mstep: Class 1 contains 2589 members 
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	Iteration 129Q: 3 clusters Score -1502456 nChanged 33
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Mstep: Class 1 contains 2556 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1502462 nChanged 27
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Mstep: Class 1 contains 2533 members 
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	Iteration 131Q: 3 clusters Score -1502465 nChanged 19
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	Iteration 132Q: 3 clusters Score -1502466 nChanged 11
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	Iteration 133Q: 3 clusters Score -1502471 nChanged 10
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	Iteration 134Q: 3 clusters Score -1502473 nChanged 10
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	Iteration 135Q: 3 clusters Score -1502474 nChanged 9
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Mstep: Class 1 contains 2482 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1502479 nChanged 12
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Mstep: Class 1 contains 2470 members 
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	Iteration 137Q: 3 clusters Score -1502482 nChanged 8
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	Iteration 138Q: 3 clusters Score -1502482 nChanged 12
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	Iteration 139Q: 3 clusters Score -1502486 nChanged 10
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	Iteration 140F: 3 clusters Score -1502491 nChanged 11
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1502492 nChanged 16
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1502499 nChanged 15
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	Iteration 143Q: 3 clusters Score -1502502 nChanged 16
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	Iteration 144Q: 3 clusters Score -1502498 nChanged 11
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1502508 nChanged 12
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1502502 nChanged 10
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1502505 nChanged 8
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Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1502506 nChanged 10
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	Iteration 149Q: 3 clusters Score -1502510 nChanged 10
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Mstep: Class 1 contains 2331 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1502513 nChanged 7
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Mstep: Class 1 contains 2324 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1502514 nChanged 6
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Mstep: Class 1 contains 2318 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1502511 nChanged 5
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1502512 nChanged 2
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1502512 nChanged 5
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1502512 nChanged 5
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1502513 nChanged 3
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Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1502514.625000 Penalty: 4884.569336
	Iteration 157Q: 3 clusters Score -1502515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1502511.375000 Penalty: 4884.569336
	Iteration 158Q: 3 clusters Score -1502511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1502515.625000 Penalty: 4884.569336
	Iteration 159Q: 3 clusters Score -1502516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1502516.375000 Penalty: 4884.569336
	Iteration 160F: 3 clusters Score -1502516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Entering Unmasked Estep 
Score: -1566615.875000 Penalty: 2457.054932
	Iteration 0F: 2 clusters Score -1566616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1552314.000000 Penalty: 4914.109863
	Iteration 0F: 3 clusters Score -1552314 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1557132.375000 Penalty: 4914.109863
	Iteration 1F: 3 clusters Score -1557132 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1557510.750000 Penalty: 4914.109863
	Iteration 2F: 3 clusters Score -1557511 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1557824.500000 Penalty: 4914.109863
	Iteration 3Q: 3 clusters Score -1557824 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1558119.875000 Penalty: 4914.109863
	Iteration 4Q: 3 clusters Score -1558120 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1558433.750000 Penalty: 4914.109863
	Iteration 5Q: 3 clusters Score -1558434 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1558797.875000 Penalty: 4914.109863
	Iteration 6Q: 3 clusters Score -1558798 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1559206.875000 Penalty: 4914.109863
	Iteration 7Q: 3 clusters Score -1559207 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1559721.000000 Penalty: 4914.109863
	Iteration 8Q: 3 clusters Score -1559721 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1560403.250000 Penalty: 4914.109863
	Iteration 9F: 3 clusters Score -1560403 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1561255.875000 Penalty: 4914.109863
	Iteration 10F: 3 clusters Score -1561256 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1562151.500000 Penalty: 4914.109863
	Iteration 11F: 3 clusters Score -1562152 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1562876.500000 Penalty: 4914.109863
	Iteration 12Q: 3 clusters Score -1562876 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1563436.750000 Penalty: 4914.109863
	Iteration 13Q: 3 clusters Score -1563437 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1563829.000000 Penalty: 4914.109863
	Iteration 14Q: 3 clusters Score -1563829 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1564149.375000 Penalty: 4914.109863
	Iteration 15Q: 3 clusters Score -1564149 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1564401.000000 Penalty: 4914.109863
	Iteration 16Q: 3 clusters Score -1564401 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1564578.500000 Penalty: 4914.109863
	Iteration 17Q: 3 clusters Score -1564578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1564703.000000 Penalty: 4914.109863
	Iteration 18Q: 3 clusters Score -1564703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1564763.500000 Penalty: 4914.109863
	Iteration 19Q: 3 clusters Score -1564764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1564820.250000 Penalty: 4914.109863
	Iteration 20F: 3 clusters Score -1564820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1564852.750000 Penalty: 4914.109863
	Iteration 21Q: 3 clusters Score -1564853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1564864.250000 Penalty: 4914.109863
	Iteration 22Q: 3 clusters Score -1564864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1564878.625000 Penalty: 4914.109863
	Iteration 23Q: 3 clusters Score -1564879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1564888.875000 Penalty: 4914.109863
	Iteration 24Q: 3 clusters Score -1564889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -1564893.125000 Penalty: 4914.109863
	Iteration 25Q: 3 clusters Score -1564893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1564894.125000 Penalty: 4914.109863
	Iteration 26Q: 3 clusters Score -1564894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1564897.125000 Penalty: 4914.109863
	Iteration 27Q: 3 clusters Score -1564897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1564898.375000 Penalty: 4914.109863
	Iteration 28Q: 3 clusters Score -1564898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1564898.625000 Penalty: 4914.109863
	Iteration 29Q: 3 clusters Score -1564899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1564901.625000 Penalty: 4914.109863
	Iteration 30Q: 3 clusters Score -1564902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1564903.250000 Penalty: 4914.109863
	Iteration 31Q: 3 clusters Score -1564903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1564904.250000 Penalty: 4914.109863
	Iteration 32Q: 3 clusters Score -1564904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1564904.250000 Penalty: 4914.109863
	Iteration 33F: 3 clusters Score -1564904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Entering Unmasked Estep 
Score: -13113864.000000 Penalty: 2973.296143
	Iteration 0F: 2 clusters Score -1.311386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -13006150.000000 Penalty: 5946.592285
	Iteration 0F: 3 clusters Score -1.300615e+07 nChanged 77090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -13051216.000000 Penalty: 5946.592285
	Iteration 1F: 3 clusters Score -1.305122e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -13052410.000000 Penalty: 5946.592285
	Iteration 2Q: 3 clusters Score -1.305241e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -13054063.000000 Penalty: 5946.592285
	Iteration 3Q: 3 clusters Score -1.305406e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -13056480.000000 Penalty: 5946.592285
	Iteration 4Q: 3 clusters Score -1.305648e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -13059946.000000 Penalty: 5946.592285
	Iteration 5Q: 3 clusters Score -1.305995e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -13064933.000000 Penalty: 5946.592285
	Iteration 6F: 3 clusters Score -1.306493e+07 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -13071534.000000 Penalty: 5946.592285
	Iteration 7F: 3 clusters Score -1.307153e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 119695 members 
Entering Unmasked Estep 
Score: -13079417.000000 Penalty: 5946.592285
	Iteration 8F: 3 clusters Score -1.307942e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 128247 members 
Entering Unmasked Estep 
Score: -13087088.000000 Penalty: 5946.592285
	Iteration 9F: 3 clusters Score -1.308709e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -13093740.000000 Penalty: 5946.592285
	Iteration 10Q: 3 clusters Score -1.309374e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 140954 members 
Entering Unmasked Estep 
Score: -13098284.000000 Penalty: 5946.592285
	Iteration 11Q: 3 clusters Score -1.309828e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 145186 members 
Entering Unmasked Estep 
Score: -13101355.000000 Penalty: 5946.592285
	Iteration 12Q: 3 clusters Score -1.310136e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -13103633.000000 Penalty: 5946.592285
	Iteration 13Q: 3 clusters Score -1.310363e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 151210 members 
Entering Unmasked Estep 
Score: -13105458.000000 Penalty: 5946.592285
	Iteration 14Q: 3 clusters Score -1.310546e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -13106750.000000 Penalty: 5946.592285
	Iteration 15Q: 3 clusters Score -1.310675e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 155197 members 
Entering Unmasked Estep 
Score: -13107776.000000 Penalty: 5946.592285
	Iteration 16Q: 3 clusters Score -1.310778e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -13108620.000000 Penalty: 5946.592285
	Iteration 17Q: 3 clusters Score -1.310862e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -13109382.000000 Penalty: 5946.592285
	Iteration 18Q: 3 clusters Score -1.310938e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -13109969.000000 Penalty: 5946.592285
	Iteration 19Q: 3 clusters Score -1.310997e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 159313 members 
Entering Unmasked Estep 
Score: -13110404.000000 Penalty: 5946.592285
	Iteration 20F: 3 clusters Score -1.31104e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 159704 members 
Entering Unmasked Estep 
Score: -13110662.000000 Penalty: 5946.592285
	Iteration 21Q: 3 clusters Score -1.311066e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -13110868.000000 Penalty: 5946.592285
	Iteration 22Q: 3 clusters Score -1.311087e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 160113 members 
Entering Unmasked Estep 
Score: -13110951.000000 Penalty: 5946.592285
	Iteration 23Q: 3 clusters Score -1.311095e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -13111042.000000 Penalty: 5946.592285
	Iteration 24Q: 3 clusters Score -1.311104e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -13111107.000000 Penalty: 5946.592285
	Iteration 25Q: 3 clusters Score -1.311111e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 160344 members 
Entering Unmasked Estep 
Score: -13111166.000000 Penalty: 5946.592285
	Iteration 26Q: 3 clusters Score -1.311117e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -13111189.000000 Penalty: 5946.592285
	Iteration 27Q: 3 clusters Score -1.311119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 160418 members 
Entering Unmasked Estep 
Score: -13111226.000000 Penalty: 5946.592285
	Iteration 28Q: 3 clusters Score -1.311123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 160437 members 
Entering Unmasked Estep 
Score: -13111243.000000 Penalty: 5946.592285
	Iteration 29Q: 3 clusters Score -1.311124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -13111257.000000 Penalty: 5946.592285
	Iteration 30Q: 3 clusters Score -1.311126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -13111263.000000 Penalty: 5946.592285
	Iteration 31Q: 3 clusters Score -1.311126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -13111273.000000 Penalty: 5946.592285
	Iteration 32Q: 3 clusters Score -1.311127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -13111290.000000 Penalty: 5946.592285
	Iteration 33Q: 3 clusters Score -1.311129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -13111296.000000 Penalty: 5946.592285
	Iteration 34Q: 3 clusters Score -1.31113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -13111290.000000 Penalty: 5946.592285
	Iteration 35Q: 3 clusters Score -1.311129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -13111300.000000 Penalty: 5946.592285
	Iteration 36Q: 3 clusters Score -1.31113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -13111287.000000 Penalty: 5946.592285
	Iteration 37Q: 3 clusters Score -1.311129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -13111286.000000 Penalty: 5946.592285
	Iteration 38Q: 3 clusters Score -1.311129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -13111286.000000 Penalty: 5946.592285
	Iteration 39F: 3 clusters Score -1.311129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Entering Unmasked Estep 
Score: -1531412.125000 Penalty: 2436.596436
	Iteration 0F: 2 clusters Score -1531412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1518357.625000 Penalty: 4873.192871
	Iteration 0F: 3 clusters Score -1518358 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1522620.625000 Penalty: 4873.192871
	Iteration 1F: 3 clusters Score -1522621 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1523043.250000 Penalty: 4873.192871
	Iteration 2F: 3 clusters Score -1523043 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1523362.000000 Penalty: 4873.192871
	Iteration 3Q: 3 clusters Score -1523362 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1523666.000000 Penalty: 4873.192871
	Iteration 4Q: 3 clusters Score -1523666 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1524006.750000 Penalty: 4873.192871
	Iteration 5Q: 3 clusters Score -1524007 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1524357.250000 Penalty: 4873.192871
	Iteration 6Q: 3 clusters Score -1524357 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1524767.625000 Penalty: 4873.192871
	Iteration 7Q: 3 clusters Score -1524768 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1525275.500000 Penalty: 4873.192871
	Iteration 8Q: 3 clusters Score -1525276 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1525886.250000 Penalty: 4873.192871
	Iteration 9Q: 3 clusters Score -1525886 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1526571.250000 Penalty: 4873.192871
	Iteration 10F: 3 clusters Score -1526571 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1527238.875000 Penalty: 4873.192871
	Iteration 11Q: 3 clusters Score -1527239 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1527831.125000 Penalty: 4873.192871
	Iteration 12Q: 3 clusters Score -1527831 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1528296.250000 Penalty: 4873.192871
	Iteration 13Q: 3 clusters Score -1528296 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1528601.125000 Penalty: 4873.192871
	Iteration 14Q: 3 clusters Score -1528601 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1528825.125000 Penalty: 4873.192871
	Iteration 15Q: 3 clusters Score -1528825 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1528992.375000 Penalty: 4873.192871
	Iteration 16Q: 3 clusters Score -1528992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1529098.875000 Penalty: 4873.192871
	Iteration 17Q: 3 clusters Score -1529099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1529179.750000 Penalty: 4873.192871
	Iteration 18Q: 3 clusters Score -1529180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1529231.375000 Penalty: 4873.192871
	Iteration 19Q: 3 clusters Score -1529231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1529262.375000 Penalty: 4873.192871
	Iteration 20F: 3 clusters Score -1529262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1529276.750000 Penalty: 4873.192871
	Iteration 21Q: 3 clusters Score -1529277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1529280.375000 Penalty: 4873.192871
	Iteration 22Q: 3 clusters Score -1529280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1529287.500000 Penalty: 4873.192871
	Iteration 23Q: 3 clusters Score -1529288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1529288.875000 Penalty: 4873.192871
	Iteration 24Q: 3 clusters Score -1529289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1529293.250000 Penalty: 4873.192871
	Iteration 25Q: 3 clusters Score -1529293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1529294.875000 Penalty: 4873.192871
	Iteration 26Q: 3 clusters Score -1529295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1529295.875000 Penalty: 4873.192871
	Iteration 27Q: 3 clusters Score -1529296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1529304.500000 Penalty: 4873.192871
	Iteration 28Q: 3 clusters Score -1529304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1529311.625000 Penalty: 4873.192871
	Iteration 29Q: 3 clusters Score -1529312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1529317.750000 Penalty: 4873.192871
	Iteration 30Q: 3 clusters Score -1529318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1529319.625000 Penalty: 4873.192871
	Iteration 31Q: 3 clusters Score -1529320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1529319.375000 Penalty: 4873.192871
	Iteration 32Q: 3 clusters Score -1529319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1529319.375000 Penalty: 4873.192871
	Iteration 33F: 3 clusters Score -1529319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Entering Unmasked Estep 
Score: -947130.312500 Penalty: 2324.137939
	Iteration 0F: 2 clusters Score -947130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -938338.312500 Penalty: 4648.275879
	Iteration 0F: 3 clusters Score -938338.3 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -940896.437500 Penalty: 4648.275879
	Iteration 1F: 3 clusters Score -940896.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -941195.437500 Penalty: 4648.275879
	Iteration 2F: 3 clusters Score -941195.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -941397.875000 Penalty: 4648.275879
	Iteration 3Q: 3 clusters Score -941397.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -941562.375000 Penalty: 4648.275879
	Iteration 4Q: 3 clusters Score -941562.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -941710.000000 Penalty: 4648.275879
	Iteration 5Q: 3 clusters Score -941710 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -941845.125000 Penalty: 4648.275879
	Iteration 6Q: 3 clusters Score -941845.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -941965.312500 Penalty: 4648.275879
	Iteration 7Q: 3 clusters Score -941965.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -942097.500000 Penalty: 4648.275879
	Iteration 8Q: 3 clusters Score -942097.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -942255.125000 Penalty: 4648.275879
	Iteration 9Q: 3 clusters Score -942255.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -942470.812500 Penalty: 4648.275879
	Iteration 10Q: 3 clusters Score -942470.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -942715.000000 Penalty: 4648.275879
	Iteration 11Q: 3 clusters Score -942715 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -943026.000000 Penalty: 4648.275879
	Iteration 12Q: 3 clusters Score -943026 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -943394.187500 Penalty: 4648.275879
	Iteration 13Q: 3 clusters Score -943394.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -943797.375000 Penalty: 4648.275879
	Iteration 14Q: 3 clusters Score -943797.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -944197.250000 Penalty: 4648.275879
	Iteration 15Q: 3 clusters Score -944197.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -944519.812500 Penalty: 4648.275879
	Iteration 16Q: 3 clusters Score -944519.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -944748.562500 Penalty: 4648.275879
	Iteration 17Q: 3 clusters Score -944748.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -944876.250000 Penalty: 4648.275879
	Iteration 18Q: 3 clusters Score -944876.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -944949.937500 Penalty: 4648.275879
	Iteration 19Q: 3 clusters Score -944949.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -944999.062500 Penalty: 4648.275879
	Iteration 20F: 3 clusters Score -944999.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -945032.000000 Penalty: 4648.275879
	Iteration 21Q: 3 clusters Score -945032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -945064.375000 Penalty: 4648.275879
	Iteration 22Q: 3 clusters Score -945064.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -945094.125000 Penalty: 4648.275879
	Iteration 23Q: 3 clusters Score -945094.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -945109.937500 Penalty: 4648.275879
	Iteration 24Q: 3 clusters Score -945109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -945121.875000 Penalty: 4648.275879
	Iteration 25Q: 3 clusters Score -945121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -945128.625000 Penalty: 4648.275879
	Iteration 26Q: 3 clusters Score -945128.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -945133.750000 Penalty: 4648.275879
	Iteration 27Q: 3 clusters Score -945133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -945136.125000 Penalty: 4648.275879
	Iteration 28Q: 3 clusters Score -945136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -945136.750000 Penalty: 4648.275879
	Iteration 29Q: 3 clusters Score -945136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -945136.750000 Penalty: 4648.275879
	Iteration 30F: 3 clusters Score -945136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Entering Unmasked Estep 
Score: -940989.000000 Penalty: 2329.318115
	Iteration 0F: 2 clusters Score -940989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -932240.375000 Penalty: 4658.636230
	Iteration 0F: 3 clusters Score -932240.4 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -934893.875000 Penalty: 4658.636230
	Iteration 1F: 3 clusters Score -934893.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -935180.500000 Penalty: 4658.636230
	Iteration 2F: 3 clusters Score -935180.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -935404.562500 Penalty: 4658.636230
	Iteration 3Q: 3 clusters Score -935404.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -935612.687500 Penalty: 4658.636230
	Iteration 4Q: 3 clusters Score -935612.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -935851.562500 Penalty: 4658.636230
	Iteration 5Q: 3 clusters Score -935851.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -936139.562500 Penalty: 4658.636230
	Iteration 6Q: 3 clusters Score -936139.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -936456.125000 Penalty: 4658.636230
	Iteration 7Q: 3 clusters Score -936456.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -936800.437500 Penalty: 4658.636230
	Iteration 8Q: 3 clusters Score -936800.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -937183.562500 Penalty: 4658.636230
	Iteration 9Q: 3 clusters Score -937183.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -937577.187500 Penalty: 4658.636230
	Iteration 10Q: 3 clusters Score -937577.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -937942.250000 Penalty: 4658.636230
	Iteration 11Q: 3 clusters Score -937942.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -938246.375000 Penalty: 4658.636230
	Iteration 12Q: 3 clusters Score -938246.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -938443.500000 Penalty: 4658.636230
	Iteration 13Q: 3 clusters Score -938443.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -938603.375000 Penalty: 4658.636230
	Iteration 14Q: 3 clusters Score -938603.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -938694.062500 Penalty: 4658.636230
	Iteration 15Q: 3 clusters Score -938694.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -938787.687500 Penalty: 4658.636230
	Iteration 16Q: 3 clusters Score -938787.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -938868.500000 Penalty: 4658.636230
	Iteration 17Q: 3 clusters Score -938868.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -938946.500000 Penalty: 4658.636230
	Iteration 18Q: 3 clusters Score -938946.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -938992.375000 Penalty: 4658.636230
	Iteration 19Q: 3 clusters Score -938992.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -939034.125000 Penalty: 4658.636230
	Iteration 20F: 3 clusters Score -939034.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -939070.500000 Penalty: 4658.636230
	Iteration 21Q: 3 clusters Score -939070.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -939091.312500 Penalty: 4658.636230
	Iteration 22Q: 3 clusters Score -939091.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -939102.187500 Penalty: 4658.636230
	Iteration 23Q: 3 clusters Score -939102.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -939116.187500 Penalty: 4658.636230
	Iteration 24Q: 3 clusters Score -939116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -939127.062500 Penalty: 4658.636230
	Iteration 25Q: 3 clusters Score -939127.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -939143.062500 Penalty: 4658.636230
	Iteration 26Q: 3 clusters Score -939143.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -939152.250000 Penalty: 4658.636230
	Iteration 27Q: 3 clusters Score -939152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -939162.375000 Penalty: 4658.636230
	Iteration 28Q: 3 clusters Score -939162.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -939170.437500 Penalty: 4658.636230
	Iteration 29Q: 3 clusters Score -939170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -939172.750000 Penalty: 4658.636230
	Iteration 30Q: 3 clusters Score -939172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -939176.062500 Penalty: 4658.636230
	Iteration 31Q: 3 clusters Score -939176.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -939179.000000 Penalty: 4658.636230
	Iteration 32Q: 3 clusters Score -939179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -939189.000000 Penalty: 4658.636230
	Iteration 33Q: 3 clusters Score -939189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -939195.000000 Penalty: 4658.636230
	Iteration 34Q: 3 clusters Score -939195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -939198.562500 Penalty: 4658.636230
	Iteration 35Q: 3 clusters Score -939198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -939201.187500 Penalty: 4658.636230
	Iteration 36Q: 3 clusters Score -939201.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -939202.875000 Penalty: 4658.636230
	Iteration 37Q: 3 clusters Score -939202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -939204.062500 Penalty: 4658.636230
	Iteration 38Q: 3 clusters Score -939204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -939206.187500 Penalty: 4658.636230
	Iteration 39Q: 3 clusters Score -939206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -939208.687500 Penalty: 4658.636230
	Iteration 40F: 3 clusters Score -939208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -939213.437500 Penalty: 4658.636230
	Iteration 41Q: 3 clusters Score -939213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -939215.625000 Penalty: 4658.636230
	Iteration 42Q: 3 clusters Score -939215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -939214.687500 Penalty: 4658.636230
	Iteration 43Q: 3 clusters Score -939214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -939215.937500 Penalty: 4658.636230
	Iteration 44Q: 3 clusters Score -939215.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -939215.937500 Penalty: 4658.636230
	Iteration 45F: 3 clusters Score -939215.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Entering Unmasked Estep 
Score: -1422035.000000 Penalty: 2429.356201
	Iteration 0F: 2 clusters Score -1422035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1409257.750000 Penalty: 4858.712402
	Iteration 0F: 3 clusters Score -1409258 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1413505.625000 Penalty: 4858.712402
	Iteration 1F: 3 clusters Score -1413506 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1414041.250000 Penalty: 4858.712402
	Iteration 2F: 3 clusters Score -1414041 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1414583.625000 Penalty: 4858.712402
	Iteration 3F: 3 clusters Score -1414584 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1415234.875000 Penalty: 4858.712402
	Iteration 4F: 3 clusters Score -1415235 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1415965.500000 Penalty: 4858.712402
	Iteration 5F: 3 clusters Score -1415966 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1416769.625000 Penalty: 4858.712402
	Iteration 6F: 3 clusters Score -1416770 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1417629.250000 Penalty: 4858.712402
	Iteration 7F: 3 clusters Score -1417629 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1418487.125000 Penalty: 4858.712402
	Iteration 8F: 3 clusters Score -1418487 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1419064.125000 Penalty: 4858.712402
	Iteration 9Q: 3 clusters Score -1419064 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1419446.500000 Penalty: 4858.712402
	Iteration 10Q: 3 clusters Score -1419446 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1419727.125000 Penalty: 4858.712402
	Iteration 11Q: 3 clusters Score -1419727 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1419920.500000 Penalty: 4858.712402
	Iteration 12Q: 3 clusters Score -1419920 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1420065.500000 Penalty: 4858.712402
	Iteration 13Q: 3 clusters Score -1420066 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1420175.125000 Penalty: 4858.712402
	Iteration 14Q: 3 clusters Score -1420175 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1420250.875000 Penalty: 4858.712402
	Iteration 15Q: 3 clusters Score -1420251 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1420300.000000 Penalty: 4858.712402
	Iteration 16Q: 3 clusters Score -1420300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1420337.625000 Penalty: 4858.712402
	Iteration 17Q: 3 clusters Score -1420338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1420371.625000 Penalty: 4858.712402
	Iteration 18Q: 3 clusters Score -1420372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1420394.000000 Penalty: 4858.712402
	Iteration 19Q: 3 clusters Score -1420394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1420411.625000 Penalty: 4858.712402
	Iteration 20F: 3 clusters Score -1420412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1420426.750000 Penalty: 4858.712402
	Iteration 21Q: 3 clusters Score -1420427 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1420449.000000 Penalty: 4858.712402
	Iteration 22Q: 3 clusters Score -1420449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1420466.125000 Penalty: 4858.712402
	Iteration 23Q: 3 clusters Score -1420466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1420480.125000 Penalty: 4858.712402
	Iteration 24Q: 3 clusters Score -1420480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1420491.500000 Penalty: 4858.712402
	Iteration 25Q: 3 clusters Score -1420492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1420507.250000 Penalty: 4858.712402
	Iteration 26Q: 3 clusters Score -1420507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1420513.875000 Penalty: 4858.712402
	Iteration 27Q: 3 clusters Score -1420514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1420519.375000 Penalty: 4858.712402
	Iteration 28Q: 3 clusters Score -1420519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1420527.625000 Penalty: 4858.712402
	Iteration 29Q: 3 clusters Score -1420528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1420534.875000 Penalty: 4858.712402
	Iteration 30Q: 3 clusters Score -1420535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1420540.125000 Penalty: 4858.712402
	Iteration 31Q: 3 clusters Score -1420540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1420545.125000 Penalty: 4858.712402
	Iteration 32Q: 3 clusters Score -1420545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1420544.875000 Penalty: 4858.712402
	Iteration 33Q: 3 clusters Score -1420545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1420550.875000 Penalty: 4858.712402
	Iteration 34Q: 3 clusters Score -1420551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1420559.250000 Penalty: 4858.712402
	Iteration 35Q: 3 clusters Score -1420559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1420565.750000 Penalty: 4858.712402
	Iteration 36Q: 3 clusters Score -1420566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1420563.000000 Penalty: 4858.712402
	Iteration 37Q: 3 clusters Score -1420563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1420579.250000 Penalty: 4858.712402
	Iteration 38Q: 3 clusters Score -1420579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1420582.250000 Penalty: 4858.712402
	Iteration 39Q: 3 clusters Score -1420582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1420585.250000 Penalty: 4858.712402
	Iteration 40F: 3 clusters Score -1420585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1420596.125000 Penalty: 4858.712402
	Iteration 41Q: 3 clusters Score -1420596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1420596.500000 Penalty: 4858.712402
	Iteration 42Q: 3 clusters Score -1420596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1420596.000000 Penalty: 4858.712402
	Iteration 43Q: 3 clusters Score -1420596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1420599.500000 Penalty: 4858.712402
	Iteration 44Q: 3 clusters Score -1420600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1420605.625000 Penalty: 4858.712402
	Iteration 45Q: 3 clusters Score -1420606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1420605.625000 Penalty: 4858.712402
	Iteration 46Q: 3 clusters Score -1420606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1420608.250000 Penalty: 4858.712402
	Iteration 47Q: 3 clusters Score -1420608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1420613.000000 Penalty: 4858.712402
	Iteration 48Q: 3 clusters Score -1420613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1420611.250000 Penalty: 4858.712402
	Iteration 49Q: 3 clusters Score -1420611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1420612.125000 Penalty: 4858.712402
	Iteration 50Q: 3 clusters Score -1420612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1420610.750000 Penalty: 4858.712402
	Iteration 51Q: 3 clusters Score -1420611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1420614.500000 Penalty: 4858.712402
	Iteration 52Q: 3 clusters Score -1420614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1420617.625000 Penalty: 4858.712402
	Iteration 53Q: 3 clusters Score -1420618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1420618.625000 Penalty: 4858.712402
	Iteration 54Q: 3 clusters Score -1420619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1420624.750000 Penalty: 4858.712402
	Iteration 55Q: 3 clusters Score -1420625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1420625.125000 Penalty: 4858.712402
	Iteration 56Q: 3 clusters Score -1420625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1420629.750000 Penalty: 4858.712402
	Iteration 57Q: 3 clusters Score -1420630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1420626.375000 Penalty: 4858.712402
	Iteration 58Q: 3 clusters Score -1420626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1420628.625000 Penalty: 4858.712402
	Iteration 59Q: 3 clusters Score -1420629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1420629.375000 Penalty: 4858.712402
	Iteration 60F: 3 clusters Score -1420629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1420627.250000 Penalty: 4858.712402
	Iteration 61Q: 3 clusters Score -1420627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1420627.250000 Penalty: 4858.712402
	Iteration 62Q: 3 clusters Score -1420627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1420627.875000 Penalty: 4858.712402
	Iteration 63Q: 3 clusters Score -1420628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1420630.250000 Penalty: 4858.712402
	Iteration 64Q: 3 clusters Score -1420630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1420630.375000 Penalty: 4858.712402
	Iteration 65Q: 3 clusters Score -1420630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1420633.625000 Penalty: 4858.712402
	Iteration 66Q: 3 clusters Score -1420634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1420633.625000 Penalty: 4858.712402
	Iteration 67Q: 3 clusters Score -1420634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1420634.250000 Penalty: 4858.712402
	Iteration 68Q: 3 clusters Score -1420634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1420632.000000 Penalty: 4858.712402
	Iteration 69Q: 3 clusters Score -1420632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1420637.500000 Penalty: 4858.712402
	Iteration 70Q: 3 clusters Score -1420638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1420636.875000 Penalty: 4858.712402
	Iteration 71Q: 3 clusters Score -1420637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1420635.625000 Penalty: 4858.712402
	Iteration 72Q: 3 clusters Score -1420636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1420635.375000 Penalty: 4858.712402
	Iteration 73Q: 3 clusters Score -1420635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1420635.375000 Penalty: 4858.712402
	Iteration 74F: 3 clusters Score -1420635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Entering Unmasked Estep 
Score: -2648352.500000 Penalty: 2586.050781
	Iteration 0F: 2 clusters Score -2648352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2625181.500000 Penalty: 5172.101562
	Iteration 0F: 3 clusters Score -2625182 nChanged 15451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2633699.250000 Penalty: 5172.101562
	Iteration 1F: 3 clusters Score -2633699 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2634210.250000 Penalty: 5172.101562
	Iteration 2Q: 3 clusters Score -2634210 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2634745.500000 Penalty: 5172.101562
	Iteration 3Q: 3 clusters Score -2634746 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2635290.750000 Penalty: 5172.101562
	Iteration 4Q: 3 clusters Score -2635291 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2635867.750000 Penalty: 5172.101562
	Iteration 5Q: 3 clusters Score -2635868 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2636468 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2637212.500000 Penalty: 5172.101562
	Iteration 7Q: 3 clusters Score -2637212 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2638182.250000 Penalty: 5172.101562
	Iteration 8Q: 3 clusters Score -2638182 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2639245.500000 Penalty: 5172.101562
	Iteration 9F: 3 clusters Score -2639246 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2640334.750000 Penalty: 5172.101562
	Iteration 10F: 3 clusters Score -2640335 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2641368 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2642101.500000 Penalty: 5172.101562
	Iteration 12Q: 3 clusters Score -2642102 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2642576.250000 Penalty: 5172.101562
	Iteration 13Q: 3 clusters Score -2642576 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2642866.250000 Penalty: 5172.101562
	Iteration 14Q: 3 clusters Score -2642866 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2643125.250000 Penalty: 5172.101562
	Iteration 15Q: 3 clusters Score -2643125 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2643307 nChanged 495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2643467 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2643660.000000 Penalty: 5172.101562
	Iteration 18Q: 3 clusters Score -2643660 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2643807 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2643978.250000 Penalty: 5172.101562
	Iteration 20F: 3 clusters Score -2643978 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2644128 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2644293 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2644391.750000 Penalty: 5172.101562
	Iteration 23Q: 3 clusters Score -2644392 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2644487 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -2644590.750000 Penalty: 5172.101562
	Iteration 25Q: 3 clusters Score -2644591 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2644684 nChanged 344
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2644797 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -2644903.250000 Penalty: 5172.101562
	Iteration 28Q: 3 clusters Score -2644903 nChanged 348
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Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2645021.000000 Penalty: 5172.101562
	Iteration 29Q: 3 clusters Score -2645021 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2645119 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2645216 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -2645320.250000 Penalty: 5172.101562
	Iteration 32Q: 3 clusters Score -2645320 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2645414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2645490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -2645556.500000 Penalty: 5172.101562
	Iteration 35Q: 3 clusters Score -2645556 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2645623 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2645683 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2645723 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2645779 nChanged 172
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Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2645823 nChanged 160
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Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2645865 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -2645927.000000 Penalty: 5172.101562
	Iteration 42Q: 3 clusters Score -2645927 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -2645975.000000 Penalty: 5172.101562
	Iteration 43Q: 3 clusters Score -2645975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -2646019.500000 Penalty: 5172.101562
	Iteration 44Q: 3 clusters Score -2646020 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -2646051.000000 Penalty: 5172.101562
	Iteration 45Q: 3 clusters Score -2646051 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2646090 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -2646118.000000 Penalty: 5172.101562
	Iteration 47Q: 3 clusters Score -2646118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -2646141.250000 Penalty: 5172.101562
	Iteration 48Q: 3 clusters Score -2646141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -2646163.000000 Penalty: 5172.101562
	Iteration 49Q: 3 clusters Score -2646163 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -2646184.250000 Penalty: 5172.101562
	Iteration 50Q: 3 clusters Score -2646184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -2646213.000000 Penalty: 5172.101562
	Iteration 51Q: 3 clusters Score -2646213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -2646234.500000 Penalty: 5172.101562
	Iteration 52Q: 3 clusters Score -2646234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -2646267.000000 Penalty: 5172.101562
	Iteration 53Q: 3 clusters Score -2646267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -2646281.750000 Penalty: 5172.101562
	Iteration 54Q: 3 clusters Score -2646282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -2646312.000000 Penalty: 5172.101562
	Iteration 55Q: 3 clusters Score -2646312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -2646323.500000 Penalty: 5172.101562
	Iteration 56Q: 3 clusters Score -2646324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -2646341.500000 Penalty: 5172.101562
	Iteration 57Q: 3 clusters Score -2646342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -2646364.250000 Penalty: 5172.101562
	Iteration 58Q: 3 clusters Score -2646364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -2646371.750000 Penalty: 5172.101562
	Iteration 59Q: 3 clusters Score -2646372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -2646378.250000 Penalty: 5172.101562
	Iteration 60F: 3 clusters Score -2646378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -2646394.250000 Penalty: 5172.101562
	Iteration 61Q: 3 clusters Score -2646394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -2646391.500000 Penalty: 5172.101562
	Iteration 62Q: 3 clusters Score -2646392 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2646397.750000 Penalty: 5172.101562
	Iteration 63Q: 3 clusters Score -2646398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -2646398.500000 Penalty: 5172.101562
	Iteration 64Q: 3 clusters Score -2646398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -2646400.750000 Penalty: 5172.101562
	Iteration 65Q: 3 clusters Score -2646401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2646414.000000 Penalty: 5172.101562
	Iteration 66Q: 3 clusters Score -2646414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -2646419.000000 Penalty: 5172.101562
	Iteration 67Q: 3 clusters Score -2646419 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -2646421.500000 Penalty: 5172.101562
	Iteration 68Q: 3 clusters Score -2646422 nChanged 16
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Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -2646428.500000 Penalty: 5172.101562
	Iteration 69Q: 3 clusters Score -2646428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -2646431.000000 Penalty: 5172.101562
	Iteration 70Q: 3 clusters Score -2646431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -2646429.000000 Penalty: 5172.101562
	Iteration 71Q: 3 clusters Score -2646429 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2646431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -2646435.000000 Penalty: 5172.101562
	Iteration 73Q: 3 clusters Score -2646435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -2646440.250000 Penalty: 5172.101562
	Iteration 74Q: 3 clusters Score -2646440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -2646446.250000 Penalty: 5172.101562
	Iteration 75Q: 3 clusters Score -2646446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2646446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -2646444.250000 Penalty: 5172.101562
	Iteration 77Q: 3 clusters Score -2646444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -2646448.000000 Penalty: 5172.101562
	Iteration 78Q: 3 clusters Score -2646448 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -2646449.500000 Penalty: 5172.101562
	Iteration 79Q: 3 clusters Score -2646450 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -2646450.250000 Penalty: 5172.101562
	Iteration 80F: 3 clusters Score -2646450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -2646452.750000 Penalty: 5172.101562
	Iteration 81Q: 3 clusters Score -2646453 nChanged 2
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Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2646453 nChanged 3
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -2646454.250000 Penalty: 5172.101562
	Iteration 83Q: 3 clusters Score -2646454 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -2646455.000000 Penalty: 5172.101562
	Iteration 84Q: 3 clusters Score -2646455 nChanged 11
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Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -2646458.250000 Penalty: 5172.101562
	Iteration 85Q: 3 clusters Score -2646458 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2646458 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -2646462.250000 Penalty: 5172.101562
	Iteration 87Q: 3 clusters Score -2646462 nChanged 3
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Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -2646467.500000 Penalty: 5172.101562
	Iteration 88Q: 3 clusters Score -2646468 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -2646468.250000 Penalty: 5172.101562
	Iteration 89Q: 3 clusters Score -2646468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -2646467.500000 Penalty: 5172.101562
	Iteration 90Q: 3 clusters Score -2646468 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -2646469.000000 Penalty: 5172.101562
	Iteration 91Q: 3 clusters Score -2646469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -2646462.500000 Penalty: 5172.101562
	Iteration 92Q: 3 clusters Score -2646462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -2646465.750000 Penalty: 5172.101562
	Iteration 93Q: 3 clusters Score -2646466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2646467 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2646467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -2646467.500000 Penalty: 5172.101562
	Iteration 96Q: 3 clusters Score -2646468 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -2646469.500000 Penalty: 5172.101562
	Iteration 97Q: 3 clusters Score -2646470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -2646470.250000 Penalty: 5172.101562
	Iteration 98Q: 3 clusters Score -2646470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -2646473.250000 Penalty: 5172.101562
	Iteration 99Q: 3 clusters Score -2646473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -2646470.750000 Penalty: 5172.101562
	Iteration 100F: 3 clusters Score -2646471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -188822.250000 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -188822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -185618.812500 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -185618.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -186498.140625 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -186498.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -186752.875000 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -186752.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -187003.312500 Penalty: 3986.941650
	Iteration 3F: 3 clusters Score -187003.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -187211.375000 Penalty: 3986.941650
	Iteration 4F: 3 clusters Score -187211.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -187358.546875 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -187358.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -187491.406250 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -187491.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -187604.281250 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -187604.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187680.656250 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -187680.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -187776.765625 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -187776.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -187915.546875 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -187915.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -188065.484375 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -188065.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -188160.812500 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -188160.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -188225.890625 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -188225.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -188278.093750 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -188278.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -188314.671875 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -188314.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -188340.484375 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -188340.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -188357.250000 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -188357.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -188374.765625 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -188374.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -188393.000000 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -188393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -188417.156250 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -188417.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188436.593750 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -188436.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -188450.406250 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -188450.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -188464.671875 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -188464.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -188483.640625 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -188483.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -188498.140625 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -188498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -188504.140625 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -188504.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -188512.437500 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -188512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -188517.453125 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -188517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -188522.296875 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -188522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -188526.265625 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -188526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -188530.078125 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -188530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -188534.703125 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -188534.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -188537.703125 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -188537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -188538.125000 Penalty: 3986.941650
	Iteration 34Q: 3 clusters Score -188538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -188539.578125 Penalty: 3986.941650
	Iteration 35Q: 3 clusters Score -188539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -188541.625000 Penalty: 3986.941650
	Iteration 36Q: 3 clusters Score -188541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -188543.812500 Penalty: 3986.941650
	Iteration 37Q: 3 clusters Score -188543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -188545.890625 Penalty: 3986.941650
	Iteration 38Q: 3 clusters Score -188545.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -188546.937500 Penalty: 3986.941650
	Iteration 39Q: 3 clusters Score -188546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -188547.390625 Penalty: 3986.941650
	Iteration 40F: 3 clusters Score -188547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -188547.406250 Penalty: 3986.941650
	Iteration 41Q: 3 clusters Score -188547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -188548.812500 Penalty: 3986.941650
	Iteration 42Q: 3 clusters Score -188548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -188549.578125 Penalty: 3986.941650
	Iteration 43Q: 3 clusters Score -188549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -188551.890625 Penalty: 3986.941650
	Iteration 44Q: 3 clusters Score -188551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -188553.671875 Penalty: 3986.941650
	Iteration 45Q: 3 clusters Score -188553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -188555.359375 Penalty: 3986.941650
	Iteration 46Q: 3 clusters Score -188555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -188555.531250 Penalty: 3986.941650
	Iteration 47Q: 3 clusters Score -188555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -188555.531250 Penalty: 3986.941650
	Iteration 48F: 3 clusters Score -188555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -269697.500000 Penalty: 2021.887939
	Iteration 0F: 2 clusters Score -269697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -266127.468750 Penalty: 4043.775879
	Iteration 0F: 3 clusters Score -266127.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -266895.531250 Penalty: 4043.775879
	Iteration 1F: 3 clusters Score -266895.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -267078.593750 Penalty: 4043.775879
	Iteration 2F: 3 clusters Score -267078.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -267195.312500 Penalty: 4043.775879
	Iteration 3Q: 3 clusters Score -267195.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -267292.781250 Penalty: 4043.775879
	Iteration 4Q: 3 clusters Score -267292.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -267366.000000 Penalty: 4043.775879
	Iteration 5Q: 3 clusters Score -267366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -267434.125000 Penalty: 4043.775879
	Iteration 6Q: 3 clusters Score -267434.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -267507.093750 Penalty: 4043.775879
	Iteration 7Q: 3 clusters Score -267507.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -267584.718750 Penalty: 4043.775879
	Iteration 8Q: 3 clusters Score -267584.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -267671.031250 Penalty: 4043.775879
	Iteration 9Q: 3 clusters Score -267671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -267755.562500 Penalty: 4043.775879
	Iteration 10Q: 3 clusters Score -267755.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -267836.312500 Penalty: 4043.775879
	Iteration 11Q: 3 clusters Score -267836.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -267893.656250 Penalty: 4043.775879
	Iteration 12Q: 3 clusters Score -267893.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -267929.968750 Penalty: 4043.775879
	Iteration 13Q: 3 clusters Score -267930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -267962.468750 Penalty: 4043.775879
	Iteration 14Q: 3 clusters Score -267962.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -267992.593750 Penalty: 4043.775879
	Iteration 15Q: 3 clusters Score -267992.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -268025.750000 Penalty: 4043.775879
	Iteration 16Q: 3 clusters Score -268025.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -268060.968750 Penalty: 4043.775879
	Iteration 17Q: 3 clusters Score -268061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -268104.531250 Penalty: 4043.775879
	Iteration 18Q: 3 clusters Score -268104.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -268131.843750 Penalty: 4043.775879
	Iteration 19Q: 3 clusters Score -268131.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -268149.281250 Penalty: 4043.775879
	Iteration 20F: 3 clusters Score -268149.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -268166.375000 Penalty: 4043.775879
	Iteration 21Q: 3 clusters Score -268166.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -268184.000000 Penalty: 4043.775879
	Iteration 22Q: 3 clusters Score -268184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -268202.187500 Penalty: 4043.775879
	Iteration 23Q: 3 clusters Score -268202.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -268218.750000 Penalty: 4043.775879
	Iteration 24Q: 3 clusters Score -268218.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -268232.531250 Penalty: 4043.775879
	Iteration 25Q: 3 clusters Score -268232.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -268244.125000 Penalty: 4043.775879
	Iteration 26Q: 3 clusters Score -268244.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -268255.593750 Penalty: 4043.775879
	Iteration 27Q: 3 clusters Score -268255.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -268264.250000 Penalty: 4043.775879
	Iteration 28Q: 3 clusters Score -268264.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -268272.343750 Penalty: 4043.775879
	Iteration 29Q: 3 clusters Score -268272.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -268278.531250 Penalty: 4043.775879
	Iteration 30Q: 3 clusters Score -268278.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -268282.781250 Penalty: 4043.775879
	Iteration 31Q: 3 clusters Score -268282.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -268286.250000 Penalty: 4043.775879
	Iteration 32Q: 3 clusters Score -268286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -268289.718750 Penalty: 4043.775879
	Iteration 33Q: 3 clusters Score -268289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -268294.593750 Penalty: 4043.775879
	Iteration 34Q: 3 clusters Score -268294.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -268298.187500 Penalty: 4043.775879
	Iteration 35Q: 3 clusters Score -268298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -268299.937500 Penalty: 4043.775879
	Iteration 36Q: 3 clusters Score -268299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -268302.093750 Penalty: 4043.775879
	Iteration 37Q: 3 clusters Score -268302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -268303.937500 Penalty: 4043.775879
	Iteration 38Q: 3 clusters Score -268303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -268305.781250 Penalty: 4043.775879
	Iteration 39Q: 3 clusters Score -268305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -268306.625000 Penalty: 4043.775879
	Iteration 40F: 3 clusters Score -268306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Entering Unmasked Estep 
Score: -3025717.500000 Penalty: 2618.389893
	Iteration 0F: 2 clusters Score -3025718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2999533.500000 Penalty: 5236.779785
	Iteration 0F: 3 clusters Score -2999534 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3009189.750000 Penalty: 5236.779785
	Iteration 1F: 3 clusters Score -3009190 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3009698.250000 Penalty: 5236.779785
	Iteration 2Q: 3 clusters Score -3009698 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3010235.250000 Penalty: 5236.779785
	Iteration 3Q: 3 clusters Score -3010235 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3010725.250000 Penalty: 5236.779785
	Iteration 4Q: 3 clusters Score -3010725 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3011282.500000 Penalty: 5236.779785
	Iteration 5Q: 3 clusters Score -3011282 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3011995.000000 Penalty: 5236.779785
	Iteration 6Q: 3 clusters Score -3011995 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3012946.500000 Penalty: 5236.779785
	Iteration 7Q: 3 clusters Score -3012946 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3014415.500000 Penalty: 5236.779785
	Iteration 8F: 3 clusters Score -3014416 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3016175.500000 Penalty: 5236.779785
	Iteration 9F: 3 clusters Score -3016176 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3018222.000000 Penalty: 5236.779785
	Iteration 10F: 3 clusters Score -3018222 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -3020151.750000 Penalty: 5236.779785
	Iteration 11F: 3 clusters Score -3020152 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3021502.250000 Penalty: 5236.779785
	Iteration 12Q: 3 clusters Score -3021502 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3022324.250000 Penalty: 5236.779785
	Iteration 13Q: 3 clusters Score -3022324 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -3022780.000000 Penalty: 5236.779785
	Iteration 14Q: 3 clusters Score -3022780 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -3023001.750000 Penalty: 5236.779785
	Iteration 15Q: 3 clusters Score -3023002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -3023146.000000 Penalty: 5236.779785
	Iteration 16Q: 3 clusters Score -3023146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -3023222.500000 Penalty: 5236.779785
	Iteration 17Q: 3 clusters Score -3023222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -3023268.500000 Penalty: 5236.779785
	Iteration 18Q: 3 clusters Score -3023268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -3023318.250000 Penalty: 5236.779785
	Iteration 19Q: 3 clusters Score -3023318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -3023348.000000 Penalty: 5236.779785
	Iteration 20F: 3 clusters Score -3023348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3023369.500000 Penalty: 5236.779785
	Iteration 21Q: 3 clusters Score -3023370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -3023382.500000 Penalty: 5236.779785
	Iteration 22Q: 3 clusters Score -3023382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3023396.750000 Penalty: 5236.779785
	Iteration 23Q: 3 clusters Score -3023397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3023408.750000 Penalty: 5236.779785
	Iteration 24Q: 3 clusters Score -3023409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3023415.000000 Penalty: 5236.779785
	Iteration 25Q: 3 clusters Score -3023415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -3023430.250000 Penalty: 5236.779785
	Iteration 26Q: 3 clusters Score -3023430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -3023438.500000 Penalty: 5236.779785
	Iteration 27Q: 3 clusters Score -3023438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -3023442.000000 Penalty: 5236.779785
	Iteration 28Q: 3 clusters Score -3023442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -3023443.500000 Penalty: 5236.779785
	Iteration 29Q: 3 clusters Score -3023444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -3023448.000000 Penalty: 5236.779785
	Iteration 30Q: 3 clusters Score -3023448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3023454.000000 Penalty: 5236.779785
	Iteration 31Q: 3 clusters Score -3023454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3023462.750000 Penalty: 5236.779785
	Iteration 32Q: 3 clusters Score -3023463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3023464.500000 Penalty: 5236.779785
	Iteration 33Q: 3 clusters Score -3023464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -3023466.750000 Penalty: 5236.779785
	Iteration 34Q: 3 clusters Score -3023467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -3023466.250000 Penalty: 5236.779785
	Iteration 35Q: 3 clusters Score -3023466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -3023465.500000 Penalty: 5236.779785
	Iteration 36Q: 3 clusters Score -3023466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3023466.500000 Penalty: 5236.779785
	Iteration 37Q: 3 clusters Score -3023466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -3023465.750000 Penalty: 5236.779785
	Iteration 38Q: 3 clusters Score -3023466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -3023467.250000 Penalty: 5236.779785
	Iteration 39Q: 3 clusters Score -3023467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3023465.500000 Penalty: 5236.779785
	Iteration 40F: 3 clusters Score -3023466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Entering Unmasked Estep 
Score: -707212.750000 Penalty: 2262.242676
	Iteration 0F: 2 clusters Score -707212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -700004.687500 Penalty: 4524.485352
	Iteration 0F: 3 clusters Score -700004.7 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -702095.937500 Penalty: 4524.485352
	Iteration 1F: 3 clusters Score -702095.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -702530.687500 Penalty: 4524.485352
	Iteration 2F: 3 clusters Score -702530.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -702965.812500 Penalty: 4524.485352
	Iteration 3F: 3 clusters Score -702965.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -703380.187500 Penalty: 4524.485352
	Iteration 4F: 3 clusters Score -703380.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -703842.812500 Penalty: 4524.485352
	Iteration 5F: 3 clusters Score -703842.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -704287.750000 Penalty: 4524.485352
	Iteration 6F: 3 clusters Score -704287.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -704637.625000 Penalty: 4524.485352
	Iteration 7F: 3 clusters Score -704637.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -704917.812500 Penalty: 4524.485352
	Iteration 8Q: 3 clusters Score -704917.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -705111.187500 Penalty: 4524.485352
	Iteration 9Q: 3 clusters Score -705111.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -705249.375000 Penalty: 4524.485352
	Iteration 10Q: 3 clusters Score -705249.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -705353.375000 Penalty: 4524.485352
	Iteration 11Q: 3 clusters Score -705353.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -705444.625000 Penalty: 4524.485352
	Iteration 12Q: 3 clusters Score -705444.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -705511.812500 Penalty: 4524.485352
	Iteration 13Q: 3 clusters Score -705511.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -705566.000000 Penalty: 4524.485352
	Iteration 14Q: 3 clusters Score -705566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -705604.250000 Penalty: 4524.485352
	Iteration 15Q: 3 clusters Score -705604.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -705628.312500 Penalty: 4524.485352
	Iteration 16Q: 3 clusters Score -705628.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -705647.750000 Penalty: 4524.485352
	Iteration 17Q: 3 clusters Score -705647.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -705659.562500 Penalty: 4524.485352
	Iteration 18Q: 3 clusters Score -705659.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -705670.125000 Penalty: 4524.485352
	Iteration 19Q: 3 clusters Score -705670.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -705674.437500 Penalty: 4524.485352
	Iteration 20F: 3 clusters Score -705674.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -705678.437500 Penalty: 4524.485352
	Iteration 21Q: 3 clusters Score -705678.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -705687.562500 Penalty: 4524.485352
	Iteration 22Q: 3 clusters Score -705687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -705689.312500 Penalty: 4524.485352
	Iteration 23Q: 3 clusters Score -705689.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -705692.937500 Penalty: 4524.485352
	Iteration 24Q: 3 clusters Score -705692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -705694.187500 Penalty: 4524.485352
	Iteration 25Q: 3 clusters Score -705694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -705694.250000 Penalty: 4524.485352
	Iteration 26Q: 3 clusters Score -705694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -705695.687500 Penalty: 4524.485352
	Iteration 27Q: 3 clusters Score -705695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -705695.812500 Penalty: 4524.485352
	Iteration 28Q: 3 clusters Score -705695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -705695.812500 Penalty: 4524.485352
	Iteration 29F: 3 clusters Score -705695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Entering Unmasked Estep 
Score: -4133502.000000 Penalty: 2684.206055
	Iteration 0F: 2 clusters Score -4133502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -4099684.000000 Penalty: 5368.412109
	Iteration 0F: 3 clusters Score -4099684 nChanged 23296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4112359.000000 Penalty: 5368.412109
	Iteration 1F: 3 clusters Score -4112359 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4112802.250000 Penalty: 5368.412109
	Iteration 2Q: 3 clusters Score -4112802 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4113224.000000 Penalty: 5368.412109
	Iteration 3Q: 3 clusters Score -4113224 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4113608.750000 Penalty: 5368.412109
	Iteration 4Q: 3 clusters Score -4113609 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4113945.750000 Penalty: 5368.412109
	Iteration 5Q: 3 clusters Score -4113946 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4114329.750000 Penalty: 5368.412109
	Iteration 6Q: 3 clusters Score -4114330 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4114703.500000 Penalty: 5368.412109
	Iteration 7Q: 3 clusters Score -4114704 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4115154.750000 Penalty: 5368.412109
	Iteration 8Q: 3 clusters Score -4115155 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4115676.000000 Penalty: 5368.412109
	Iteration 9Q: 3 clusters Score -4115676 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4116371.750000 Penalty: 5368.412109
	Iteration 10Q: 3 clusters Score -4116372 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4117279.250000 Penalty: 5368.412109
	Iteration 11Q: 3 clusters Score -4117279 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4118513.500000 Penalty: 5368.412109
	Iteration 12Q: 3 clusters Score -4118514 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4120096.500000 Penalty: 5368.412109
	Iteration 13F: 3 clusters Score -4120096 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4121929.750000 Penalty: 5368.412109
	Iteration 14F: 3 clusters Score -4121930 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4123880.250000 Penalty: 5368.412109
	Iteration 15Q: 3 clusters Score -4123880 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -4125618.500000 Penalty: 5368.412109
	Iteration 16Q: 3 clusters Score -4125618 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4126964.250000 Penalty: 5368.412109
	Iteration 17Q: 3 clusters Score -4126964 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -4127841.250000 Penalty: 5368.412109
	Iteration 18Q: 3 clusters Score -4127841 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4128502.500000 Penalty: 5368.412109
	Iteration 19Q: 3 clusters Score -4128502 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4129009.000000 Penalty: 5368.412109
	Iteration 20F: 3 clusters Score -4129009 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4129388.250000 Penalty: 5368.412109
	Iteration 21Q: 3 clusters Score -4129388 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4129687.500000 Penalty: 5368.412109
	Iteration 22Q: 3 clusters Score -4129688 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4129969.750000 Penalty: 5368.412109
	Iteration 23Q: 3 clusters Score -4129970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4130175.250000 Penalty: 5368.412109
	Iteration 24Q: 3 clusters Score -4130175 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4130352.250000 Penalty: 5368.412109
	Iteration 25Q: 3 clusters Score -4130352 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4130528.000000 Penalty: 5368.412109
	Iteration 26Q: 3 clusters Score -4130528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4130655.750000 Penalty: 5368.412109
	Iteration 27Q: 3 clusters Score -4130656 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4130772.000000 Penalty: 5368.412109
	Iteration 28Q: 3 clusters Score -4130772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4130854.250000 Penalty: 5368.412109
	Iteration 29Q: 3 clusters Score -4130854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4130917.500000 Penalty: 5368.412109
	Iteration 30Q: 3 clusters Score -4130918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4130957.000000 Penalty: 5368.412109
	Iteration 31Q: 3 clusters Score -4130957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4130986.250000 Penalty: 5368.412109
	Iteration 32Q: 3 clusters Score -4130986 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4131014.000000 Penalty: 5368.412109
	Iteration 33Q: 3 clusters Score -4131014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4131030.500000 Penalty: 5368.412109
	Iteration 34Q: 3 clusters Score -4131030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4131054.000000 Penalty: 5368.412109
	Iteration 35Q: 3 clusters Score -4131054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4131070.000000 Penalty: 5368.412109
	Iteration 36Q: 3 clusters Score -4131070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4131079.500000 Penalty: 5368.412109
	Iteration 37Q: 3 clusters Score -4131080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4131085.750000 Penalty: 5368.412109
	Iteration 38Q: 3 clusters Score -4131086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4131090.750000 Penalty: 5368.412109
	Iteration 39Q: 3 clusters Score -4131091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4131089.000000 Penalty: 5368.412109
	Iteration 40F: 3 clusters Score -4131089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4131099.000000 Penalty: 5368.412109
	Iteration 41Q: 3 clusters Score -4131099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4131103.500000 Penalty: 5368.412109
	Iteration 42Q: 3 clusters Score -4131104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4131103.000000 Penalty: 5368.412109
	Iteration 43Q: 3 clusters Score -4131103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4131107.000000 Penalty: 5368.412109
	Iteration 44Q: 3 clusters Score -4131107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4131113.000000 Penalty: 5368.412109
	Iteration 45Q: 3 clusters Score -4131113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4131114.750000 Penalty: 5368.412109
	Iteration 46Q: 3 clusters Score -4131115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4131121.500000 Penalty: 5368.412109
	Iteration 47Q: 3 clusters Score -4131122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4131120.250000 Penalty: 5368.412109
	Iteration 48Q: 3 clusters Score -4131120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4131124.750000 Penalty: 5368.412109
	Iteration 49Q: 3 clusters Score -4131125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4131120.750000 Penalty: 5368.412109
	Iteration 50Q: 3 clusters Score -4131121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4131127.500000 Penalty: 5368.412109
	Iteration 51Q: 3 clusters Score -4131128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4131123.750000 Penalty: 5368.412109
	Iteration 52Q: 3 clusters Score -4131124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4131128.250000 Penalty: 5368.412109
	Iteration 53Q: 3 clusters Score -4131128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4131132.250000 Penalty: 5368.412109
	Iteration 54Q: 3 clusters Score -4131132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4131134.750000 Penalty: 5368.412109
	Iteration 55Q: 3 clusters Score -4131135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4131136.500000 Penalty: 5368.412109
	Iteration 56Q: 3 clusters Score -4131136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4131136.750000 Penalty: 5368.412109
	Iteration 57Q: 3 clusters Score -4131137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4131134.750000 Penalty: 5368.412109
	Iteration 58Q: 3 clusters Score -4131135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4131134.500000 Penalty: 5368.412109
	Iteration 59Q: 3 clusters Score -4131134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4131134.250000 Penalty: 5368.412109
	Iteration 60F: 3 clusters Score -4131134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4131142.500000 Penalty: 5368.412109
	Iteration 61Q: 3 clusters Score -4131142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4131142.500000 Penalty: 5368.412109
	Iteration 62F: 3 clusters Score -4131142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Entering Unmasked Estep 
Score: -2682981.000000 Penalty: 2577.893555
	Iteration 0F: 2 clusters Score -2682981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2660707.750000 Penalty: 5155.787109
	Iteration 0F: 3 clusters Score -2660708 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2668388.000000 Penalty: 5155.787109
	Iteration 1F: 3 clusters Score -2668388 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2668828.750000 Penalty: 5155.787109
	Iteration 2Q: 3 clusters Score -2668829 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2669253.000000 Penalty: 5155.787109
	Iteration 3Q: 3 clusters Score -2669253 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2669634.000000 Penalty: 5155.787109
	Iteration 4Q: 3 clusters Score -2669634 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2670047.000000 Penalty: 5155.787109
	Iteration 5Q: 3 clusters Score -2670047 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2670483.750000 Penalty: 5155.787109
	Iteration 6Q: 3 clusters Score -2670484 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2670975.750000 Penalty: 5155.787109
	Iteration 7Q: 3 clusters Score -2670976 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2671517.250000 Penalty: 5155.787109
	Iteration 8Q: 3 clusters Score -2671517 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2672141.750000 Penalty: 5155.787109
	Iteration 9Q: 3 clusters Score -2672142 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2672894.500000 Penalty: 5155.787109
	Iteration 10Q: 3 clusters Score -2672894 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2673734.000000 Penalty: 5155.787109
	Iteration 11Q: 3 clusters Score -2673734 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2674674.250000 Penalty: 5155.787109
	Iteration 12Q: 3 clusters Score -2674674 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2675651.750000 Penalty: 5155.787109
	Iteration 13Q: 3 clusters Score -2675652 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2676453.250000 Penalty: 5155.787109
	Iteration 14Q: 3 clusters Score -2676453 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2676982.500000 Penalty: 5155.787109
	Iteration 15Q: 3 clusters Score -2676982 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2677367.750000 Penalty: 5155.787109
	Iteration 16Q: 3 clusters Score -2677368 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2677641.250000 Penalty: 5155.787109
	Iteration 17Q: 3 clusters Score -2677641 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2677876.500000 Penalty: 5155.787109
	Iteration 18Q: 3 clusters Score -2677876 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2678081.500000 Penalty: 5155.787109
	Iteration 19Q: 3 clusters Score -2678082 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2678239.250000 Penalty: 5155.787109
	Iteration 20F: 3 clusters Score -2678239 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2678401.000000 Penalty: 5155.787109
	Iteration 21Q: 3 clusters Score -2678401 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2678594.250000 Penalty: 5155.787109
	Iteration 22Q: 3 clusters Score -2678594 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2678792.500000 Penalty: 5155.787109
	Iteration 23Q: 3 clusters Score -2678792 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2679032.000000 Penalty: 5155.787109
	Iteration 24Q: 3 clusters Score -2679032 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2679202.250000 Penalty: 5155.787109
	Iteration 25Q: 3 clusters Score -2679202 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2679416.000000 Penalty: 5155.787109
	Iteration 26Q: 3 clusters Score -2679416 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2679651.250000 Penalty: 5155.787109
	Iteration 27Q: 3 clusters Score -2679651 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2679860.500000 Penalty: 5155.787109
	Iteration 28Q: 3 clusters Score -2679860 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2680040.750000 Penalty: 5155.787109
	Iteration 29Q: 3 clusters Score -2680041 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2680246.250000 Penalty: 5155.787109
	Iteration 30Q: 3 clusters Score -2680246 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2680417.250000 Penalty: 5155.787109
	Iteration 31Q: 3 clusters Score -2680417 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2680562.750000 Penalty: 5155.787109
	Iteration 32Q: 3 clusters Score -2680563 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2680707.000000 Penalty: 5155.787109
	Iteration 33Q: 3 clusters Score -2680707 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2680845.750000 Penalty: 5155.787109
	Iteration 34Q: 3 clusters Score -2680846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2680982.500000 Penalty: 5155.787109
	Iteration 35Q: 3 clusters Score -2680982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2681102.500000 Penalty: 5155.787109
	Iteration 36Q: 3 clusters Score -2681102 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2681195.500000 Penalty: 5155.787109
	Iteration 37Q: 3 clusters Score -2681196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2681248.500000 Penalty: 5155.787109
	Iteration 38Q: 3 clusters Score -2681248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2681283.250000 Penalty: 5155.787109
	Iteration 39Q: 3 clusters Score -2681283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2681300.250000 Penalty: 5155.787109
	Iteration 40F: 3 clusters Score -2681300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2681323.250000 Penalty: 5155.787109
	Iteration 41Q: 3 clusters Score -2681323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2681328.000000 Penalty: 5155.787109
	Iteration 42Q: 3 clusters Score -2681328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2681340.250000 Penalty: 5155.787109
	Iteration 43Q: 3 clusters Score -2681340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2681350.000000 Penalty: 5155.787109
	Iteration 44Q: 3 clusters Score -2681350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2681356.000000 Penalty: 5155.787109
	Iteration 45Q: 3 clusters Score -2681356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2681357.500000 Penalty: 5155.787109
	Iteration 46Q: 3 clusters Score -2681358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2681357.500000 Penalty: 5155.787109
	Iteration 47Q: 3 clusters Score -2681358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2681355.250000 Penalty: 5155.787109
	Iteration 48Q: 3 clusters Score -2681355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2681355.500000 Penalty: 5155.787109
	Iteration 49Q: 3 clusters Score -2681356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2681360.500000 Penalty: 5155.787109
	Iteration 50Q: 3 clusters Score -2681360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2681362.500000 Penalty: 5155.787109
	Iteration 51Q: 3 clusters Score -2681362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2681363.000000 Penalty: 5155.787109
	Iteration 52Q: 3 clusters Score -2681363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2681358.500000 Penalty: 5155.787109
	Iteration 53Q: 3 clusters Score -2681358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2681360.000000 Penalty: 5155.787109
	Iteration 54Q: 3 clusters Score -2681360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2681361.250000 Penalty: 5155.787109
	Iteration 55Q: 3 clusters Score -2681361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2681361.250000 Penalty: 5155.787109
	Iteration 56F: 3 clusters Score -2681361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -253369.765625 Penalty: 2013.241333
	Iteration 0F: 2 clusters Score -253369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -249943.234375 Penalty: 4026.482666
	Iteration 0F: 3 clusters Score -249943.2 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -250834.984375 Penalty: 4026.482666
	Iteration 1F: 3 clusters Score -250835 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -251068.921875 Penalty: 4026.482666
	Iteration 2F: 3 clusters Score -251068.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -251244.500000 Penalty: 4026.482666
	Iteration 3F: 3 clusters Score -251244.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -251383.156250 Penalty: 4026.482666
	Iteration 4Q: 3 clusters Score -251383.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -251505.906250 Penalty: 4026.482666
	Iteration 5Q: 3 clusters Score -251505.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -251631.265625 Penalty: 4026.482666
	Iteration 6Q: 3 clusters Score -251631.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -251759.250000 Penalty: 4026.482666
	Iteration 7Q: 3 clusters Score -251759.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -251936.890625 Penalty: 4026.482666
	Iteration 8Q: 3 clusters Score -251936.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -252095.515625 Penalty: 4026.482666
	Iteration 9Q: 3 clusters Score -252095.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -252227.703125 Penalty: 4026.482666
	Iteration 10Q: 3 clusters Score -252227.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -252347.468750 Penalty: 4026.482666
	Iteration 11Q: 3 clusters Score -252347.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -252473.562500 Penalty: 4026.482666
	Iteration 12Q: 3 clusters Score -252473.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -252647.093750 Penalty: 4026.482666
	Iteration 13Q: 3 clusters Score -252647.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -252961.843750 Penalty: 4026.482666
	Iteration 14Q: 3 clusters Score -252961.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -253466.375000 Penalty: 4026.482666
	Iteration 15Q: 3 clusters Score -253466.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -253709.421875 Penalty: 4026.482666
	Iteration 16Q: 3 clusters Score -253709.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -253978.781250 Penalty: 4026.482666
	Iteration 17Q: 3 clusters Score -253978.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -254169.562500 Penalty: 4026.482666
	Iteration 18Q: 3 clusters Score -254169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254198.453125 Penalty: 4026.482666
	Iteration 19Q: 3 clusters Score -254198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -254205.281250 Penalty: 4026.482666
	Iteration 20F: 3 clusters Score -254205.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254206.921875 Penalty: 4026.482666
	Iteration 21Q: 3 clusters Score -254206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254206.921875 Penalty: 4026.482666
	Iteration 22F: 3 clusters Score -254206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19823 members 
Mstep: Class 3 contains 19947 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7988 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 18919 members 
Mstep: Class 9 contains 20080 members 
Mstep: Class 10 contains 160990 members 
Mstep: Class 11 contains 18490 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 17958 members 
Mstep: Class 15 contains 33780 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38485 members 
Mstep: Class 19 contains 9154 members 
Mstep: Class 20 contains 50182 members 
Mstep: Class 21 contains 32687 members 
Mstep: Class 22 contains 2080 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14085 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 845980 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 8047 members 
Mstep: Class 31 contains 97820 members 
Mstep: Class 32 contains 16238 members 
Mstep: Class 33 contains 252329 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5506 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 8777 members 
Entering Unmasked Estep 
Score: -142800880.000000 Penalty: 132274.531250
Splitting cluster 22 changes total score from -142801424.000000 to -142800880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -235448.812500 Penalty: 1989.922241
	Iteration 0F: 2 clusters Score -235448.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -232153.812500 Penalty: 3979.844482
	Iteration 0F: 3 clusters Score -232153.8 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -232811.546875 Penalty: 3979.844482
	Iteration 1F: 3 clusters Score -232811.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -232999.062500 Penalty: 3979.844482
	Iteration 2F: 3 clusters Score -232999.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -233087.859375 Penalty: 3979.844482
	Iteration 3Q: 3 clusters Score -233087.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -233127.812500 Penalty: 3979.844482
	Iteration 4Q: 3 clusters Score -233127.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -233149.921875 Penalty: 3979.844482
	Iteration 5Q: 3 clusters Score -233149.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -233163.515625 Penalty: 3979.844482
	Iteration 6Q: 3 clusters Score -233163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -233175.156250 Penalty: 3979.844482
	Iteration 7Q: 3 clusters Score -233175.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -233186.156250 Penalty: 3979.844482
	Iteration 8Q: 3 clusters Score -233186.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -233195.203125 Penalty: 3979.844482
	Iteration 9Q: 3 clusters Score -233195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -233202.484375 Penalty: 3979.844482
	Iteration 10Q: 3 clusters Score -233202.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -233209.812500 Penalty: 3979.844482
	Iteration 11Q: 3 clusters Score -233209.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -233217.015625 Penalty: 3979.844482
	Iteration 12Q: 3 clusters Score -233217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -233222.937500 Penalty: 3979.844482
	Iteration 13Q: 3 clusters Score -233222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233226.562500 Penalty: 3979.844482
	Iteration 14Q: 3 clusters Score -233226.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -233228.937500 Penalty: 3979.844482
	Iteration 15Q: 3 clusters Score -233228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -233229.875000 Penalty: 3979.844482
	Iteration 16Q: 3 clusters Score -233229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -233231.234375 Penalty: 3979.844482
	Iteration 17Q: 3 clusters Score -233231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -233233.468750 Penalty: 3979.844482
	Iteration 18Q: 3 clusters Score -233233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -233234.593750 Penalty: 3979.844482
	Iteration 19Q: 3 clusters Score -233234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -233234.859375 Penalty: 3979.844482
	Iteration 20F: 3 clusters Score -233234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -233236.343750 Penalty: 3979.844482
	Iteration 21Q: 3 clusters Score -233236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -233238.796875 Penalty: 3979.844482
	Iteration 22Q: 3 clusters Score -233238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -233239.734375 Penalty: 3979.844482
	Iteration 23Q: 3 clusters Score -233239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -233240.125000 Penalty: 3979.844482
	Iteration 24Q: 3 clusters Score -233240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233241.203125 Penalty: 3979.844482
	Iteration 25Q: 3 clusters Score -233241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233241.234375 Penalty: 3979.844482
	Iteration 26Q: 3 clusters Score -233241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233241.234375 Penalty: 3979.844482
	Iteration 27F: 3 clusters Score -233241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -281190.843750 Penalty: 2037.187378
	Iteration 0F: 2 clusters Score -281190.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -277481.468750 Penalty: 4074.374756
	Iteration 0F: 3 clusters Score -277481.5 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -278277.625000 Penalty: 4074.374756
	Iteration 1F: 3 clusters Score -278277.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -278501.312500 Penalty: 4074.374756
	Iteration 2F: 3 clusters Score -278501.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -278641.750000 Penalty: 4074.374756
	Iteration 3F: 3 clusters Score -278641.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -278742.406250 Penalty: 4074.374756
	Iteration 4Q: 3 clusters Score -278742.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -278823.812500 Penalty: 4074.374756
	Iteration 5Q: 3 clusters Score -278823.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -278883.687500 Penalty: 4074.374756
	Iteration 6Q: 3 clusters Score -278883.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -278927.843750 Penalty: 4074.374756
	Iteration 7Q: 3 clusters Score -278927.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -278961.562500 Penalty: 4074.374756
	Iteration 8Q: 3 clusters Score -278961.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -278999.968750 Penalty: 4074.374756
	Iteration 9Q: 3 clusters Score -279000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -279032.156250 Penalty: 4074.374756
	Iteration 10Q: 3 clusters Score -279032.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -279074.406250 Penalty: 4074.374756
	Iteration 11Q: 3 clusters Score -279074.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -279111.468750 Penalty: 4074.374756
	Iteration 12Q: 3 clusters Score -279111.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -279151.718750 Penalty: 4074.374756
	Iteration 13Q: 3 clusters Score -279151.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -279187.781250 Penalty: 4074.374756
	Iteration 14Q: 3 clusters Score -279187.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -279219.937500 Penalty: 4074.374756
	Iteration 15Q: 3 clusters Score -279219.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -279246.343750 Penalty: 4074.374756
	Iteration 16Q: 3 clusters Score -279246.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -279277.156250 Penalty: 4074.374756
	Iteration 17Q: 3 clusters Score -279277.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -279313.125000 Penalty: 4074.374756
	Iteration 18Q: 3 clusters Score -279313.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -279345.375000 Penalty: 4074.374756
	Iteration 19Q: 3 clusters Score -279345.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -279378.937500 Penalty: 4074.374756
	Iteration 20F: 3 clusters Score -279378.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -279409.187500 Penalty: 4074.374756
	Iteration 21Q: 3 clusters Score -279409.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -279442.343750 Penalty: 4074.374756
	Iteration 22Q: 3 clusters Score -279442.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -279478.750000 Penalty: 4074.374756
	Iteration 23Q: 3 clusters Score -279478.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -279528.062500 Penalty: 4074.374756
	Iteration 24Q: 3 clusters Score -279528.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -279573.937500 Penalty: 4074.374756
	Iteration 25Q: 3 clusters Score -279573.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -279615.500000 Penalty: 4074.374756
	Iteration 26Q: 3 clusters Score -279615.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -279654.937500 Penalty: 4074.374756
	Iteration 27Q: 3 clusters Score -279654.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -279698.062500 Penalty: 4074.374756
	Iteration 28Q: 3 clusters Score -279698.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -279736.500000 Penalty: 4074.374756
	Iteration 29Q: 3 clusters Score -279736.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -279765.375000 Penalty: 4074.374756
	Iteration 30Q: 3 clusters Score -279765.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -279788.687500 Penalty: 4074.374756
	Iteration 31Q: 3 clusters Score -279788.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -279809.531250 Penalty: 4074.374756
	Iteration 32Q: 3 clusters Score -279809.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -279833.406250 Penalty: 4074.374756
	Iteration 33Q: 3 clusters Score -279833.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -279846.937500 Penalty: 4074.374756
	Iteration 34Q: 3 clusters Score -279846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -279858.406250 Penalty: 4074.374756
	Iteration 35Q: 3 clusters Score -279858.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -279870.625000 Penalty: 4074.374756
	Iteration 36Q: 3 clusters Score -279870.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -279880.875000 Penalty: 4074.374756
	Iteration 37Q: 3 clusters Score -279880.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -279894.781250 Penalty: 4074.374756
	Iteration 38Q: 3 clusters Score -279894.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -279900.937500 Penalty: 4074.374756
	Iteration 39Q: 3 clusters Score -279900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -279908.593750 Penalty: 4074.374756
	Iteration 40F: 3 clusters Score -279908.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -279916.906250 Penalty: 4074.374756
	Iteration 41Q: 3 clusters Score -279916.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -279923.906250 Penalty: 4074.374756
	Iteration 42Q: 3 clusters Score -279923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -279928.125000 Penalty: 4074.374756
	Iteration 43Q: 3 clusters Score -279928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -279935.218750 Penalty: 4074.374756
	Iteration 44Q: 3 clusters Score -279935.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -279940.687500 Penalty: 4074.374756
	Iteration 45Q: 3 clusters Score -279940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -279943.781250 Penalty: 4074.374756
	Iteration 46Q: 3 clusters Score -279943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -279945.531250 Penalty: 4074.374756
	Iteration 47Q: 3 clusters Score -279945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -279945.656250 Penalty: 4074.374756
	Iteration 48Q: 3 clusters Score -279945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -279946.781250 Penalty: 4074.374756
	Iteration 49Q: 3 clusters Score -279946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -279946.781250 Penalty: 4074.374756
	Iteration 50F: 3 clusters Score -279946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Entering Unmasked Estep 
Score: -1160861.625000 Penalty: 2369.110840
	Iteration 0F: 2 clusters Score -1160862 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 7046 members 
Entering Unmasked Estep 
Score: -1150476.000000 Penalty: 4738.221680
	Iteration 0F: 3 clusters Score -1150476 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1153825.500000 Penalty: 4738.221680
	Iteration 1F: 3 clusters Score -1153826 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1154180.625000 Penalty: 4738.221680
	Iteration 2F: 3 clusters Score -1154181 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1154435.750000 Penalty: 4738.221680
	Iteration 3Q: 3 clusters Score -1154436 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1154632.375000 Penalty: 4738.221680
	Iteration 4Q: 3 clusters Score -1154632 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1154810.875000 Penalty: 4738.221680
	Iteration 5Q: 3 clusters Score -1154811 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1154980.750000 Penalty: 4738.221680
	Iteration 6Q: 3 clusters Score -1154981 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1155169.750000 Penalty: 4738.221680
	Iteration 7Q: 3 clusters Score -1155170 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1155378.750000 Penalty: 4738.221680
	Iteration 8Q: 3 clusters Score -1155379 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1155635.375000 Penalty: 4738.221680
	Iteration 9Q: 3 clusters Score -1155635 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1155933.375000 Penalty: 4738.221680
	Iteration 10Q: 3 clusters Score -1155933 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1156268.750000 Penalty: 4738.221680
	Iteration 11Q: 3 clusters Score -1156269 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1156643.000000 Penalty: 4738.221680
	Iteration 12Q: 3 clusters Score -1156643 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1156996.125000 Penalty: 4738.221680
	Iteration 13Q: 3 clusters Score -1156996 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1157281.875000 Penalty: 4738.221680
	Iteration 14Q: 3 clusters Score -1157282 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1157486.000000 Penalty: 4738.221680
	Iteration 15Q: 3 clusters Score -1157486 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1157647.250000 Penalty: 4738.221680
	Iteration 16Q: 3 clusters Score -1157647 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1157791.250000 Penalty: 4738.221680
	Iteration 17Q: 3 clusters Score -1157791 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1157904.625000 Penalty: 4738.221680
	Iteration 18Q: 3 clusters Score -1157905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1157994.000000 Penalty: 4738.221680
	Iteration 19Q: 3 clusters Score -1157994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1158064.250000 Penalty: 4738.221680
	Iteration 20F: 3 clusters Score -1158064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1158132.750000 Penalty: 4738.221680
	Iteration 21Q: 3 clusters Score -1158133 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1158189.500000 Penalty: 4738.221680
	Iteration 22Q: 3 clusters Score -1158190 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1158240.125000 Penalty: 4738.221680
	Iteration 23Q: 3 clusters Score -1158240 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1158287.000000 Penalty: 4738.221680
	Iteration 24Q: 3 clusters Score -1158287 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1158325.375000 Penalty: 4738.221680
	Iteration 25Q: 3 clusters Score -1158325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1158364.500000 Penalty: 4738.221680
	Iteration 26Q: 3 clusters Score -1158364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1158403.625000 Penalty: 4738.221680
	Iteration 27Q: 3 clusters Score -1158404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1158443.375000 Penalty: 4738.221680
	Iteration 28Q: 3 clusters Score -1158443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1158482.625000 Penalty: 4738.221680
	Iteration 29Q: 3 clusters Score -1158483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1158509.750000 Penalty: 4738.221680
	Iteration 30Q: 3 clusters Score -1158510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1158527.750000 Penalty: 4738.221680
	Iteration 31Q: 3 clusters Score -1158528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1158558.625000 Penalty: 4738.221680
	Iteration 32Q: 3 clusters Score -1158559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1158581.875000 Penalty: 4738.221680
	Iteration 33Q: 3 clusters Score -1158582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1158604.875000 Penalty: 4738.221680
	Iteration 34Q: 3 clusters Score -1158605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1158632.500000 Penalty: 4738.221680
	Iteration 35Q: 3 clusters Score -1158632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1158649.000000 Penalty: 4738.221680
	Iteration 36Q: 3 clusters Score -1158649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1158664.750000 Penalty: 4738.221680
	Iteration 37Q: 3 clusters Score -1158665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1158680.250000 Penalty: 4738.221680
	Iteration 38Q: 3 clusters Score -1158680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1158689.500000 Penalty: 4738.221680
	Iteration 39Q: 3 clusters Score -1158690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1158697.625000 Penalty: 4738.221680
	Iteration 40F: 3 clusters Score -1158698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1158701.750000 Penalty: 4738.221680
	Iteration 41Q: 3 clusters Score -1158702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1158705.875000 Penalty: 4738.221680
	Iteration 42Q: 3 clusters Score -1158706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1158710.750000 Penalty: 4738.221680
	Iteration 43Q: 3 clusters Score -1158711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1158714.000000 Penalty: 4738.221680
	Iteration 44Q: 3 clusters Score -1158714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1158713.750000 Penalty: 4738.221680
	Iteration 45Q: 3 clusters Score -1158714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1158717.375000 Penalty: 4738.221680
	Iteration 46Q: 3 clusters Score -1158717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1158721.750000 Penalty: 4738.221680
	Iteration 47Q: 3 clusters Score -1158722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1158726.375000 Penalty: 4738.221680
	Iteration 48Q: 3 clusters Score -1158726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1158727.500000 Penalty: 4738.221680
	Iteration 49Q: 3 clusters Score -1158728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1158730.000000 Penalty: 4738.221680
	Iteration 50Q: 3 clusters Score -1158730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1158731.000000 Penalty: 4738.221680
	Iteration 51Q: 3 clusters Score -1158731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1158732.125000 Penalty: 4738.221680
	Iteration 52Q: 3 clusters Score -1158732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1158736.750000 Penalty: 4738.221680
	Iteration 53Q: 3 clusters Score -1158737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1158737.500000 Penalty: 4738.221680
	Iteration 54Q: 3 clusters Score -1158738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1158738.500000 Penalty: 4738.221680
	Iteration 55Q: 3 clusters Score -1158738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1158742.875000 Penalty: 4738.221680
	Iteration 56Q: 3 clusters Score -1158743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1158746.375000 Penalty: 4738.221680
	Iteration 57Q: 3 clusters Score -1158746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1158750.125000 Penalty: 4738.221680
	Iteration 58Q: 3 clusters Score -1158750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1158748.875000 Penalty: 4738.221680
	Iteration 59Q: 3 clusters Score -1158749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1158753.000000 Penalty: 4738.221680
	Iteration 60F: 3 clusters Score -1158753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1158756.125000 Penalty: 4738.221680
	Iteration 61Q: 3 clusters Score -1158756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1158756.250000 Penalty: 4738.221680
	Iteration 62Q: 3 clusters Score -1158756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1158757.500000 Penalty: 4738.221680
	Iteration 63Q: 3 clusters Score -1158758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1158761.000000 Penalty: 4738.221680
	Iteration 64Q: 3 clusters Score -1158761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1158763.625000 Penalty: 4738.221680
	Iteration 65Q: 3 clusters Score -1158764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1158764.000000 Penalty: 4738.221680
	Iteration 66Q: 3 clusters Score -1158764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1158763.625000 Penalty: 4738.221680
	Iteration 67Q: 3 clusters Score -1158764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1158763.625000 Penalty: 4738.221680
	Iteration 68Q: 3 clusters Score -1158764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1158762.125000 Penalty: 4738.221680
	Iteration 69Q: 3 clusters Score -1158762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1158767.125000 Penalty: 4738.221680
	Iteration 70Q: 3 clusters Score -1158767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1158769.875000 Penalty: 4738.221680
	Iteration 71Q: 3 clusters Score -1158770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1158778.500000 Penalty: 4738.221680
	Iteration 72Q: 3 clusters Score -1158778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1158781.125000 Penalty: 4738.221680
	Iteration 73Q: 3 clusters Score -1158781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1158788.375000 Penalty: 4738.221680
	Iteration 74Q: 3 clusters Score -1158788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1158790.625000 Penalty: 4738.221680
	Iteration 75Q: 3 clusters Score -1158791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1158792.625000 Penalty: 4738.221680
	Iteration 76Q: 3 clusters Score -1158793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1158794.625000 Penalty: 4738.221680
	Iteration 77Q: 3 clusters Score -1158795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1158799.125000 Penalty: 4738.221680
	Iteration 78Q: 3 clusters Score -1158799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1158799.500000 Penalty: 4738.221680
	Iteration 79Q: 3 clusters Score -1158800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1158804.000000 Penalty: 4738.221680
	Iteration 80F: 3 clusters Score -1158804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1158808.250000 Penalty: 4738.221680
	Iteration 81Q: 3 clusters Score -1158808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1158809.625000 Penalty: 4738.221680
	Iteration 82Q: 3 clusters Score -1158810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1158818.125000 Penalty: 4738.221680
	Iteration 83Q: 3 clusters Score -1158818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1158817.875000 Penalty: 4738.221680
	Iteration 84Q: 3 clusters Score -1158818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1158821.000000 Penalty: 4738.221680
	Iteration 85Q: 3 clusters Score -1158821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1158823.750000 Penalty: 4738.221680
	Iteration 86Q: 3 clusters Score -1158824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1158826.750000 Penalty: 4738.221680
	Iteration 87Q: 3 clusters Score -1158827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1158830.250000 Penalty: 4738.221680
	Iteration 88Q: 3 clusters Score -1158830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1158830.250000 Penalty: 4738.221680
	Iteration 89Q: 3 clusters Score -1158830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1158833.500000 Penalty: 4738.221680
	Iteration 90Q: 3 clusters Score -1158834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1158832.375000 Penalty: 4738.221680
	Iteration 91Q: 3 clusters Score -1158832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1158832.875000 Penalty: 4738.221680
	Iteration 92Q: 3 clusters Score -1158833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1158834.875000 Penalty: 4738.221680
	Iteration 93Q: 3 clusters Score -1158835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1158833.750000 Penalty: 4738.221680
	Iteration 94Q: 3 clusters Score -1158834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1158833.750000 Penalty: 4738.221680
	Iteration 95F: 3 clusters Score -1158834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -380643.250000 Penalty: 2108.817627
	Iteration 0F: 2 clusters Score -380643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -376137.218750 Penalty: 4217.635254
	Iteration 0F: 3 clusters Score -376137.2 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -377256.468750 Penalty: 4217.635254
	Iteration 1F: 3 clusters Score -377256.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -377543.781250 Penalty: 4217.635254
	Iteration 2F: 3 clusters Score -377543.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -377766.312500 Penalty: 4217.635254
	Iteration 3F: 3 clusters Score -377766.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -378006.406250 Penalty: 4217.635254
	Iteration 4F: 3 clusters Score -378006.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -378263.656250 Penalty: 4217.635254
	Iteration 5F: 3 clusters Score -378263.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -378512.906250 Penalty: 4217.635254
	Iteration 6F: 3 clusters Score -378512.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -378760.812500 Penalty: 4217.635254
	Iteration 7F: 3 clusters Score -378760.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -378966.718750 Penalty: 4217.635254
	Iteration 8Q: 3 clusters Score -378966.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -379111.343750 Penalty: 4217.635254
	Iteration 9Q: 3 clusters Score -379111.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -379195.093750 Penalty: 4217.635254
	Iteration 10Q: 3 clusters Score -379195.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -379242.781250 Penalty: 4217.635254
	Iteration 11Q: 3 clusters Score -379242.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -379269.281250 Penalty: 4217.635254
	Iteration 12Q: 3 clusters Score -379269.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -379286.906250 Penalty: 4217.635254
	Iteration 13Q: 3 clusters Score -379286.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -379302.281250 Penalty: 4217.635254
	Iteration 14Q: 3 clusters Score -379302.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -379313.218750 Penalty: 4217.635254
	Iteration 15Q: 3 clusters Score -379313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -379317.343750 Penalty: 4217.635254
	Iteration 16Q: 3 clusters Score -379317.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -379319.437500 Penalty: 4217.635254
	Iteration 17Q: 3 clusters Score -379319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -379321.656250 Penalty: 4217.635254
	Iteration 18Q: 3 clusters Score -379321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -379323.593750 Penalty: 4217.635254
	Iteration 19Q: 3 clusters Score -379323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -379325.156250 Penalty: 4217.635254
	Iteration 20F: 3 clusters Score -379325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (845980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845980 members 
Entering Unmasked Estep 
Score: -68310088.000000 Penalty: 3384.766113
	Iteration 0F: 2 clusters Score -6.831009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423689 members 
Mstep: Class 2 contains 422291 members 
Entering Unmasked Estep 
Score: -67745200.000000 Penalty: 6769.532227
	Iteration 0F: 3 clusters Score -6.77452e+07 nChanged 414767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449200 members 
Mstep: Class 2 contains 396780 members 
Entering Unmasked Estep 
Score: -67997904.000000 Penalty: 6769.532227
	Iteration 1F: 3 clusters Score -6.79979e+07 nChanged 21368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466572 members 
Mstep: Class 2 contains 379408 members 
Entering Unmasked Estep 
Score: -68003408.000000 Penalty: 6769.532227
	Iteration 2Q: 3 clusters Score -6.800341e+07 nChanged 29711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494393 members 
Mstep: Class 2 contains 351587 members 
Entering Unmasked Estep 
Score: -68013096.000000 Penalty: 6769.532227
	Iteration 3Q: 3 clusters Score -6.80131e+07 nChanged 43970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537619 members 
Mstep: Class 2 contains 308361 members 
Entering Unmasked Estep 
Score: -68032528.000000 Penalty: 6769.532227
	Iteration 4F: 3 clusters Score -6.803253e+07 nChanged 63096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600483 members 
Mstep: Class 2 contains 245497 members 
Entering Unmasked Estep 
Score: -68072528.000000 Penalty: 6769.532227
	Iteration 5F: 3 clusters Score -6.807253e+07 nChanged 80765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681208 members 
Mstep: Class 2 contains 164772 members 
Entering Unmasked Estep 
Score: -68139832.000000 Penalty: 6769.532227
	Iteration 6F: 3 clusters Score -6.813983e+07 nChanged 80581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761787 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -68220544.000000 Penalty: 6769.532227
	Iteration 7F: 3 clusters Score -6.822054e+07 nChanged 54078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815865 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -68276880.000000 Penalty: 6769.532227
	Iteration 8F: 3 clusters Score -6.827688e+07 nChanged 22218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838083 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -68299088.000000 Penalty: 6769.532227
	Iteration 9Q: 3 clusters Score -6.829909e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844167 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -68304976.000000 Penalty: 6769.532227
	Iteration 10Q: 3 clusters Score -6.830498e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845469 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68306512.000000 Penalty: 6769.532227
	Iteration 11Q: 3 clusters Score -6.830651e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845727 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68306912.000000 Penalty: 6769.532227
	Iteration 12Q: 3 clusters Score -6.830691e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845769 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68307016.000000 Penalty: 6769.532227
	Iteration 13Q: 3 clusters Score -6.830702e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845784 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68307064.000000 Penalty: 6769.532227
	Iteration 14Q: 3 clusters Score -6.830706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845793 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68307072.000000 Penalty: 6769.532227
	Iteration 15Q: 3 clusters Score -6.830707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845795 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68307120.000000 Penalty: 6769.532227
	Iteration 16Q: 3 clusters Score -6.830712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845795 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68307112.000000 Penalty: 6769.532227
	Iteration 17Q: 3 clusters Score -6.830711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845799 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68307128.000000 Penalty: 6769.532227
	Iteration 18Q: 3 clusters Score -6.830713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845802 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68307112.000000 Penalty: 6769.532227
	Iteration 19Q: 3 clusters Score -6.830711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845802 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68307112.000000 Penalty: 6769.532227
	Iteration 20F: 3 clusters Score -6.830711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -86508.195312 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -86508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84437.546875 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -84437.55 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84709.476562 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -84709.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84793.109375 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -84793.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -84829.023438 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -84829.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84855.890625 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -84855.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -84883.000000 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -84883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84911.812500 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -84911.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -84947.515625 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -84947.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -84972.429688 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -84972.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -84987.226562 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -84987.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -85001.000000 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -85001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -85012.195312 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -85012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -85021.726562 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -85021.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -85031.460938 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -85031.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -85036.710938 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -85036.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -85039.820312 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -85039.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85041.789062 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -85041.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85042.140625 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -85042.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85042.140625 Penalty: 3506.235596
	Iteration 18F: 3 clusters Score -85042.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Entering Unmasked Estep 
Score: -227665.265625 Penalty: 1988.210327
	Iteration 0F: 2 clusters Score -227665.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -224404.812500 Penalty: 3976.420654
	Iteration 0F: 3 clusters Score -224404.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -225228.000000 Penalty: 3976.420654
	Iteration 1F: 3 clusters Score -225228 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -225538.609375 Penalty: 3976.420654
	Iteration 2F: 3 clusters Score -225538.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -225758.359375 Penalty: 3976.420654
	Iteration 3F: 3 clusters Score -225758.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -225936.562500 Penalty: 3976.420654
	Iteration 4F: 3 clusters Score -225936.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -226068.812500 Penalty: 3976.420654
	Iteration 5Q: 3 clusters Score -226068.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -226184.906250 Penalty: 3976.420654
	Iteration 6Q: 3 clusters Score -226184.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -226259.750000 Penalty: 3976.420654
	Iteration 7Q: 3 clusters Score -226259.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -226318.656250 Penalty: 3976.420654
	Iteration 8Q: 3 clusters Score -226318.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -226368.968750 Penalty: 3976.420654
	Iteration 9Q: 3 clusters Score -226369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -226421.062500 Penalty: 3976.420654
	Iteration 10Q: 3 clusters Score -226421.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226468.171875 Penalty: 3976.420654
	Iteration 11Q: 3 clusters Score -226468.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -226502.984375 Penalty: 3976.420654
	Iteration 12Q: 3 clusters Score -226503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -226534.468750 Penalty: 3976.420654
	Iteration 13Q: 3 clusters Score -226534.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -226556.843750 Penalty: 3976.420654
	Iteration 14Q: 3 clusters Score -226556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -226575.843750 Penalty: 3976.420654
	Iteration 15Q: 3 clusters Score -226575.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -226589.625000 Penalty: 3976.420654
	Iteration 16Q: 3 clusters Score -226589.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -226597.625000 Penalty: 3976.420654
	Iteration 17Q: 3 clusters Score -226597.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -226604.453125 Penalty: 3976.420654
	Iteration 18Q: 3 clusters Score -226604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -226614.390625 Penalty: 3976.420654
	Iteration 19Q: 3 clusters Score -226614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -226619.140625 Penalty: 3976.420654
	Iteration 20F: 3 clusters Score -226619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -226621.234375 Penalty: 3976.420654
	Iteration 21Q: 3 clusters Score -226621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -226627.390625 Penalty: 3976.420654
	Iteration 22Q: 3 clusters Score -226627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -226629.718750 Penalty: 3976.420654
	Iteration 23Q: 3 clusters Score -226629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -226633.531250 Penalty: 3976.420654
	Iteration 24Q: 3 clusters Score -226633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -226636.625000 Penalty: 3976.420654
	Iteration 25Q: 3 clusters Score -226636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -226637.765625 Penalty: 3976.420654
	Iteration 26Q: 3 clusters Score -226637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -226638.265625 Penalty: 3976.420654
	Iteration 27Q: 3 clusters Score -226638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -226640.265625 Penalty: 3976.420654
	Iteration 28Q: 3 clusters Score -226640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -226640.718750 Penalty: 3976.420654
	Iteration 29Q: 3 clusters Score -226640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -226640.718750 Penalty: 3976.420654
	Iteration 30F: 3 clusters Score -226640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Entering Unmasked Estep 
Score: -620081.062500 Penalty: 2230.277588
	Iteration 0F: 2 clusters Score -620081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -613586.562500 Penalty: 4460.555176
	Iteration 0F: 3 clusters Score -613586.6 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -615330.812500 Penalty: 4460.555176
	Iteration 1F: 3 clusters Score -615330.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -615619.500000 Penalty: 4460.555176
	Iteration 2F: 3 clusters Score -615619.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -615845.875000 Penalty: 4460.555176
	Iteration 3F: 3 clusters Score -615845.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -616065.062500 Penalty: 4460.555176
	Iteration 4Q: 3 clusters Score -616065.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -616261.562500 Penalty: 4460.555176
	Iteration 5Q: 3 clusters Score -616261.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -616422.500000 Penalty: 4460.555176
	Iteration 6Q: 3 clusters Score -616422.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -616560.062500 Penalty: 4460.555176
	Iteration 7Q: 3 clusters Score -616560.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -616685.687500 Penalty: 4460.555176
	Iteration 8Q: 3 clusters Score -616685.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -616828.937500 Penalty: 4460.555176
	Iteration 9Q: 3 clusters Score -616828.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -616959.687500 Penalty: 4460.555176
	Iteration 10Q: 3 clusters Score -616959.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -617087.750000 Penalty: 4460.555176
	Iteration 11Q: 3 clusters Score -617087.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -617213.687500 Penalty: 4460.555176
	Iteration 12Q: 3 clusters Score -617213.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -617325.687500 Penalty: 4460.555176
	Iteration 13Q: 3 clusters Score -617325.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -617446.000000 Penalty: 4460.555176
	Iteration 14Q: 3 clusters Score -617446 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -617611.625000 Penalty: 4460.555176
	Iteration 15Q: 3 clusters Score -617611.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -617902.500000 Penalty: 4460.555176
	Iteration 16Q: 3 clusters Score -617902.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -618221.750000 Penalty: 4460.555176
	Iteration 17Q: 3 clusters Score -618221.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -618444.937500 Penalty: 4460.555176
	Iteration 18Q: 3 clusters Score -618444.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -618592.750000 Penalty: 4460.555176
	Iteration 19Q: 3 clusters Score -618592.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -618697.875000 Penalty: 4460.555176
	Iteration 20F: 3 clusters Score -618697.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -618765.875000 Penalty: 4460.555176
	Iteration 21Q: 3 clusters Score -618765.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -618819.437500 Penalty: 4460.555176
	Iteration 22Q: 3 clusters Score -618819.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -618875.000000 Penalty: 4460.555176
	Iteration 23Q: 3 clusters Score -618875 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -618931.187500 Penalty: 4460.555176
	Iteration 24Q: 3 clusters Score -618931.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -618971.812500 Penalty: 4460.555176
	Iteration 25Q: 3 clusters Score -618971.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -619008.937500 Penalty: 4460.555176
	Iteration 26Q: 3 clusters Score -619008.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -619033.125000 Penalty: 4460.555176
	Iteration 27Q: 3 clusters Score -619033.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -619051.437500 Penalty: 4460.555176
	Iteration 28Q: 3 clusters Score -619051.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -619074.250000 Penalty: 4460.555176
	Iteration 29Q: 3 clusters Score -619074.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -619089.500000 Penalty: 4460.555176
	Iteration 30Q: 3 clusters Score -619089.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -619103.500000 Penalty: 4460.555176
	Iteration 31Q: 3 clusters Score -619103.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -619111.875000 Penalty: 4460.555176
	Iteration 32Q: 3 clusters Score -619111.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -619119.750000 Penalty: 4460.555176
	Iteration 33Q: 3 clusters Score -619119.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -619124.125000 Penalty: 4460.555176
	Iteration 34Q: 3 clusters Score -619124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -619126.250000 Penalty: 4460.555176
	Iteration 35Q: 3 clusters Score -619126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -619128.625000 Penalty: 4460.555176
	Iteration 36Q: 3 clusters Score -619128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -619128.125000 Penalty: 4460.555176
	Iteration 37Q: 3 clusters Score -619128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -619128.750000 Penalty: 4460.555176
	Iteration 38Q: 3 clusters Score -619128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -619129.812500 Penalty: 4460.555176
	Iteration 39Q: 3 clusters Score -619129.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -619130.562500 Penalty: 4460.555176
	Iteration 40F: 3 clusters Score -619130.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -619132.312500 Penalty: 4460.555176
	Iteration 41Q: 3 clusters Score -619132.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -619132.875000 Penalty: 4460.555176
	Iteration 42Q: 3 clusters Score -619132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -619132.937500 Penalty: 4460.555176
	Iteration 43Q: 3 clusters Score -619132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -619134.812500 Penalty: 4460.555176
	Iteration 44Q: 3 clusters Score -619134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -619136.125000 Penalty: 4460.555176
	Iteration 45Q: 3 clusters Score -619136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -619139.875000 Penalty: 4460.555176
	Iteration 46Q: 3 clusters Score -619139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -619140.250000 Penalty: 4460.555176
	Iteration 47Q: 3 clusters Score -619140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -619138.937500 Penalty: 4460.555176
	Iteration 48Q: 3 clusters Score -619138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -619139.312500 Penalty: 4460.555176
	Iteration 49Q: 3 clusters Score -619139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -619139.187500 Penalty: 4460.555176
	Iteration 50Q: 3 clusters Score -619139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -619139.187500 Penalty: 4460.555176
	Iteration 51F: 3 clusters Score -619139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Entering Unmasked Estep 
Score: -8038748.000000 Penalty: 2849.739502
	Iteration 0F: 2 clusters Score -8038748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -7973408.000000 Penalty: 5699.479004
	Iteration 0F: 3 clusters Score -7973408 nChanged 46108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -7999550.000000 Penalty: 5699.479004
	Iteration 1F: 3 clusters Score -7999550 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -8000364.500000 Penalty: 5699.479004
	Iteration 2Q: 3 clusters Score -8000364 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -8001497.000000 Penalty: 5699.479004
	Iteration 3Q: 3 clusters Score -8001497 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -8003029.500000 Penalty: 5699.479004
	Iteration 4Q: 3 clusters Score -8003030 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -8004969.500000 Penalty: 5699.479004
	Iteration 5Q: 3 clusters Score -8004970 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -8007537.500000 Penalty: 5699.479004
	Iteration 6Q: 3 clusters Score -8007538 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -8011155.500000 Penalty: 5699.479004
	Iteration 7F: 3 clusters Score -8011156 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -8016009.000000 Penalty: 5699.479004
	Iteration 8F: 3 clusters Score -8016009 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8021714.000000 Penalty: 5699.479004
	Iteration 9F: 3 clusters Score -8021714 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -8025995.000000 Penalty: 5699.479004
	Iteration 10F: 3 clusters Score -8025995 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55042 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -8027752.000000 Penalty: 5699.479004
	Iteration 11Q: 3 clusters Score -8027752 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8028527.500000 Penalty: 5699.479004
	Iteration 12Q: 3 clusters Score -8028528 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8029106.000000 Penalty: 5699.479004
	Iteration 13Q: 3 clusters Score -8029106 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8029595.000000 Penalty: 5699.479004
	Iteration 14Q: 3 clusters Score -8029595 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8029939.500000 Penalty: 5699.479004
	Iteration 15Q: 3 clusters Score -8029940 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -8030193.000000 Penalty: 5699.479004
	Iteration 16Q: 3 clusters Score -8030193 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -8030447.500000 Penalty: 5699.479004
	Iteration 17Q: 3 clusters Score -8030448 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8030643.500000 Penalty: 5699.479004
	Iteration 18Q: 3 clusters Score -8030644 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -8030786.500000 Penalty: 5699.479004
	Iteration 19Q: 3 clusters Score -8030786 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -8030887.000000 Penalty: 5699.479004
	Iteration 20F: 3 clusters Score -8030887 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -8030979.500000 Penalty: 5699.479004
	Iteration 21Q: 3 clusters Score -8030980 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61919 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8031022.000000 Penalty: 5699.479004
	Iteration 22Q: 3 clusters Score -8031022 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -8031080.500000 Penalty: 5699.479004
	Iteration 23Q: 3 clusters Score -8031080 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -8031115.500000 Penalty: 5699.479004
	Iteration 24Q: 3 clusters Score -8031116 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -8031165.000000 Penalty: 5699.479004
	Iteration 25Q: 3 clusters Score -8031165 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -8031191.500000 Penalty: 5699.479004
	Iteration 26Q: 3 clusters Score -8031192 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8031261.000000 Penalty: 5699.479004
	Iteration 27Q: 3 clusters Score -8031261 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -8031283.500000 Penalty: 5699.479004
	Iteration 28Q: 3 clusters Score -8031284 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -8031313.000000 Penalty: 5699.479004
	Iteration 29Q: 3 clusters Score -8031313 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -8031382.000000 Penalty: 5699.479004
	Iteration 30Q: 3 clusters Score -8031382 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -8031463.500000 Penalty: 5699.479004
	Iteration 31Q: 3 clusters Score -8031464 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -8031508.000000 Penalty: 5699.479004
	Iteration 32Q: 3 clusters Score -8031508 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -8031506.000000 Penalty: 5699.479004
	Iteration 33Q: 3 clusters Score -8031506 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -8031573.000000 Penalty: 5699.479004
	Iteration 34Q: 3 clusters Score -8031573 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -8031633.500000 Penalty: 5699.479004
	Iteration 35Q: 3 clusters Score -8031634 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8031656.000000 Penalty: 5699.479004
	Iteration 36Q: 3 clusters Score -8031656 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -8031703.500000 Penalty: 5699.479004
	Iteration 37Q: 3 clusters Score -8031704 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8031764.500000 Penalty: 5699.479004
	Iteration 38Q: 3 clusters Score -8031764 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -8031861.500000 Penalty: 5699.479004
	Iteration 39Q: 3 clusters Score -8031862 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -8031905.500000 Penalty: 5699.479004
	Iteration 40F: 3 clusters Score -8031906 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -8031974.500000 Penalty: 5699.479004
	Iteration 41Q: 3 clusters Score -8031974 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -8032072.500000 Penalty: 5699.479004
	Iteration 42Q: 3 clusters Score -8032072 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -8032156.000000 Penalty: 5699.479004
	Iteration 43Q: 3 clusters Score -8032156 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -8032256.000000 Penalty: 5699.479004
	Iteration 44Q: 3 clusters Score -8032256 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -8032355.500000 Penalty: 5699.479004
	Iteration 45Q: 3 clusters Score -8032356 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -8032421.000000 Penalty: 5699.479004
	Iteration 46Q: 3 clusters Score -8032421 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -8032501.000000 Penalty: 5699.479004
	Iteration 47Q: 3 clusters Score -8032501 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -8032640.000000 Penalty: 5699.479004
	Iteration 48Q: 3 clusters Score -8032640 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -8032779.500000 Penalty: 5699.479004
	Iteration 49Q: 3 clusters Score -8032780 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -8032883.000000 Penalty: 5699.479004
	Iteration 50Q: 3 clusters Score -8032883 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -8032997.500000 Penalty: 5699.479004
	Iteration 51Q: 3 clusters Score -8032998 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8033093.500000 Penalty: 5699.479004
	Iteration 52Q: 3 clusters Score -8033094 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -8033174.000000 Penalty: 5699.479004
	Iteration 53Q: 3 clusters Score -8033174 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -8033281.000000 Penalty: 5699.479004
	Iteration 54Q: 3 clusters Score -8033281 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -8033408.000000 Penalty: 5699.479004
	Iteration 55Q: 3 clusters Score -8033408 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -8033514.000000 Penalty: 5699.479004
	Iteration 56Q: 3 clusters Score -8033514 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8033651.000000 Penalty: 5699.479004
	Iteration 57Q: 3 clusters Score -8033651 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -8033764.500000 Penalty: 5699.479004
	Iteration 58Q: 3 clusters Score -8033764 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -8033905.000000 Penalty: 5699.479004
	Iteration 59Q: 3 clusters Score -8033905 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -8034028.500000 Penalty: 5699.479004
	Iteration 60F: 3 clusters Score -8034028 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -8034176.000000 Penalty: 5699.479004
	Iteration 61Q: 3 clusters Score -8034176 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -8034297.500000 Penalty: 5699.479004
	Iteration 62Q: 3 clusters Score -8034298 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -8034381.500000 Penalty: 5699.479004
	Iteration 63Q: 3 clusters Score -8034382 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -8034474.000000 Penalty: 5699.479004
	Iteration 64Q: 3 clusters Score -8034474 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -8034563.500000 Penalty: 5699.479004
	Iteration 65Q: 3 clusters Score -8034564 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -8034728.500000 Penalty: 5699.479004
	Iteration 66Q: 3 clusters Score -8034728 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -8034874.500000 Penalty: 5699.479004
	Iteration 67Q: 3 clusters Score -8034874 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -8034986.000000 Penalty: 5699.479004
	Iteration 68Q: 3 clusters Score -8034986 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -8035086.500000 Penalty: 5699.479004
	Iteration 69Q: 3 clusters Score -8035086 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -8035216.000000 Penalty: 5699.479004
	Iteration 70Q: 3 clusters Score -8035216 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -8035344.500000 Penalty: 5699.479004
	Iteration 71Q: 3 clusters Score -8035344 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -8035453.000000 Penalty: 5699.479004
	Iteration 72Q: 3 clusters Score -8035453 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -8035584.500000 Penalty: 5699.479004
	Iteration 73Q: 3 clusters Score -8035584 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -8035643.000000 Penalty: 5699.479004
	Iteration 74Q: 3 clusters Score -8035643 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8035765.500000 Penalty: 5699.479004
	Iteration 75Q: 3 clusters Score -8035766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90406 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -8035872.000000 Penalty: 5699.479004
	Iteration 76Q: 3 clusters Score -8035872 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -8035931.500000 Penalty: 5699.479004
	Iteration 77Q: 3 clusters Score -8035932 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -8035972.500000 Penalty: 5699.479004
	Iteration 78Q: 3 clusters Score -8035972 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91325 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8036008.500000 Penalty: 5699.479004
	Iteration 79Q: 3 clusters Score -8036008 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8036084.500000 Penalty: 5699.479004
	Iteration 80F: 3 clusters Score -8036084 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -8036139.500000 Penalty: 5699.479004
	Iteration 81Q: 3 clusters Score -8036140 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92090 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -8036205.500000 Penalty: 5699.479004
	Iteration 82Q: 3 clusters Score -8036206 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -8036250.000000 Penalty: 5699.479004
	Iteration 83Q: 3 clusters Score -8036250 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8036293.000000 Penalty: 5699.479004
	Iteration 84Q: 3 clusters Score -8036293 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8036366.000000 Penalty: 5699.479004
	Iteration 85Q: 3 clusters Score -8036366 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -8036417.500000 Penalty: 5699.479004
	Iteration 86Q: 3 clusters Score -8036418 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93205 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -8036443.500000 Penalty: 5699.479004
	Iteration 87Q: 3 clusters Score -8036444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -8036516.000000 Penalty: 5699.479004
	Iteration 88Q: 3 clusters Score -8036516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8036552.000000 Penalty: 5699.479004
	Iteration 89Q: 3 clusters Score -8036552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8036589.500000 Penalty: 5699.479004
	Iteration 90Q: 3 clusters Score -8036590 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8036625.500000 Penalty: 5699.479004
	Iteration 91Q: 3 clusters Score -8036626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8036647.500000 Penalty: 5699.479004
	Iteration 92Q: 3 clusters Score -8036648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8036709.000000 Penalty: 5699.479004
	Iteration 93Q: 3 clusters Score -8036709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8036726.500000 Penalty: 5699.479004
	Iteration 94Q: 3 clusters Score -8036726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8036756.500000 Penalty: 5699.479004
	Iteration 95Q: 3 clusters Score -8036756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94458 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8036783.000000 Penalty: 5699.479004
	Iteration 96Q: 3 clusters Score -8036783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8036819.500000 Penalty: 5699.479004
	Iteration 97Q: 3 clusters Score -8036820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8036816.500000 Penalty: 5699.479004
	Iteration 98Q: 3 clusters Score -8036816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8036840.500000 Penalty: 5699.479004
	Iteration 99Q: 3 clusters Score -8036840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8036847.000000 Penalty: 5699.479004
	Iteration 100F: 3 clusters Score -8036847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8036869.000000 Penalty: 5699.479004
	Iteration 101Q: 3 clusters Score -8036869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8036854.000000 Penalty: 5699.479004
	Iteration 102Q: 3 clusters Score -8036854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8036867.000000 Penalty: 5699.479004
	Iteration 103Q: 3 clusters Score -8036867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8036869.500000 Penalty: 5699.479004
	Iteration 104Q: 3 clusters Score -8036870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8036872.000000 Penalty: 5699.479004
	Iteration 105Q: 3 clusters Score -8036872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8036872.000000 Penalty: 5699.479004
	Iteration 106Q: 3 clusters Score -8036872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8036883.500000 Penalty: 5699.479004
	Iteration 107Q: 3 clusters Score -8036884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8036881.500000 Penalty: 5699.479004
	Iteration 108Q: 3 clusters Score -8036882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8036883.000000 Penalty: 5699.479004
	Iteration 109Q: 3 clusters Score -8036883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8036886.500000 Penalty: 5699.479004
	Iteration 110Q: 3 clusters Score -8036886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8036880.500000 Penalty: 5699.479004
	Iteration 111Q: 3 clusters Score -8036880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8036883.500000 Penalty: 5699.479004
	Iteration 112Q: 3 clusters Score -8036884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8036882.500000 Penalty: 5699.479004
	Iteration 113Q: 3 clusters Score -8036882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8036877.500000 Penalty: 5699.479004
	Iteration 114Q: 3 clusters Score -8036878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8036884.500000 Penalty: 5699.479004
	Iteration 115Q: 3 clusters Score -8036884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8036878.000000 Penalty: 5699.479004
	Iteration 116Q: 3 clusters Score -8036878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -8036879.500000 Penalty: 5699.479004
	Iteration 117Q: 3 clusters Score -8036880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8036883.500000 Penalty: 5699.479004
	Iteration 118Q: 3 clusters Score -8036884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8036897.000000 Penalty: 5699.479004
	Iteration 119Q: 3 clusters Score -8036897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8036904.000000 Penalty: 5699.479004
	Iteration 120F: 3 clusters Score -8036904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8036908.000000 Penalty: 5699.479004
	Iteration 121Q: 3 clusters Score -8036908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8036907.500000 Penalty: 5699.479004
	Iteration 122Q: 3 clusters Score -8036908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95281 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8036910.000000 Penalty: 5699.479004
	Iteration 123Q: 3 clusters Score -8036910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95293 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8036915.000000 Penalty: 5699.479004
	Iteration 124Q: 3 clusters Score -8036915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8036920.500000 Penalty: 5699.479004
	Iteration 125Q: 3 clusters Score -8036920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8036917.500000 Penalty: 5699.479004
	Iteration 126Q: 3 clusters Score -8036918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8036915.500000 Penalty: 5699.479004
	Iteration 127Q: 3 clusters Score -8036916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8036912.000000 Penalty: 5699.479004
	Iteration 128Q: 3 clusters Score -8036912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8036924.500000 Penalty: 5699.479004
	Iteration 129Q: 3 clusters Score -8036924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8036927.000000 Penalty: 5699.479004
	Iteration 130Q: 3 clusters Score -8036927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8036928.500000 Penalty: 5699.479004
	Iteration 131Q: 3 clusters Score -8036928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8036938.500000 Penalty: 5699.479004
	Iteration 132Q: 3 clusters Score -8036938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8036928.500000 Penalty: 5699.479004
	Iteration 133Q: 3 clusters Score -8036928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8036930.500000 Penalty: 5699.479004
	Iteration 134Q: 3 clusters Score -8036930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95395 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8036927.000000 Penalty: 5699.479004
	Iteration 135Q: 3 clusters Score -8036927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8036936.000000 Penalty: 5699.479004
	Iteration 136Q: 3 clusters Score -8036936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95408 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8036936.500000 Penalty: 5699.479004
	Iteration 137Q: 3 clusters Score -8036936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8036925.500000 Penalty: 5699.479004
	Iteration 138Q: 3 clusters Score -8036926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8036924.500000 Penalty: 5699.479004
	Iteration 139Q: 3 clusters Score -8036924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95424 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8036922.000000 Penalty: 5699.479004
	Iteration 140F: 3 clusters Score -8036922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8036926.500000 Penalty: 5699.479004
	Iteration 141Q: 3 clusters Score -8036926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95428 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8036931.500000 Penalty: 5699.479004
	Iteration 142Q: 3 clusters Score -8036932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8036930.000000 Penalty: 5699.479004
	Iteration 143Q: 3 clusters Score -8036930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8036930.500000 Penalty: 5699.479004
	Iteration 144Q: 3 clusters Score -8036930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8036927.500000 Penalty: 5699.479004
	Iteration 145Q: 3 clusters Score -8036928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8036926.000000 Penalty: 5699.479004
	Iteration 146Q: 3 clusters Score -8036926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8036927.000000 Penalty: 5699.479004
	Iteration 147Q: 3 clusters Score -8036927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8036923.000000 Penalty: 5699.479004
	Iteration 148Q: 3 clusters Score -8036923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8036931.500000 Penalty: 5699.479004
	Iteration 149Q: 3 clusters Score -8036932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8036944.500000 Penalty: 5699.479004
	Iteration 150Q: 3 clusters Score -8036944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8036938.000000 Penalty: 5699.479004
	Iteration 151Q: 3 clusters Score -8036938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8036930.000000 Penalty: 5699.479004
	Iteration 152Q: 3 clusters Score -8036930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8036934.000000 Penalty: 5699.479004
	Iteration 153Q: 3 clusters Score -8036934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8036934.000000 Penalty: 5699.479004
	Iteration 154F: 3 clusters Score -8036934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Entering Unmasked Estep 
Score: -1301287.125000 Penalty: 2404.387207
	Iteration 0F: 2 clusters Score -1301287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1289698.250000 Penalty: 4808.774414
	Iteration 0F: 3 clusters Score -1289698 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1293611.125000 Penalty: 4808.774414
	Iteration 1F: 3 clusters Score -1293611 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1294006.625000 Penalty: 4808.774414
	Iteration 2F: 3 clusters Score -1294007 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1294423.375000 Penalty: 4808.774414
	Iteration 3F: 3 clusters Score -1294423 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1294879.000000 Penalty: 4808.774414
	Iteration 4F: 3 clusters Score -1294879 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1295403.625000 Penalty: 4808.774414
	Iteration 5F: 3 clusters Score -1295404 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1295950.750000 Penalty: 4808.774414
	Iteration 6F: 3 clusters Score -1295951 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1296554.125000 Penalty: 4808.774414
	Iteration 7F: 3 clusters Score -1296554 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1297175.000000 Penalty: 4808.774414
	Iteration 8F: 3 clusters Score -1297175 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1297833.875000 Penalty: 4808.774414
	Iteration 9Q: 3 clusters Score -1297834 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1298417.125000 Penalty: 4808.774414
	Iteration 10Q: 3 clusters Score -1298417 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1298820.500000 Penalty: 4808.774414
	Iteration 11Q: 3 clusters Score -1298820 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1299092.125000 Penalty: 4808.774414
	Iteration 12Q: 3 clusters Score -1299092 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1299224.250000 Penalty: 4808.774414
	Iteration 13Q: 3 clusters Score -1299224 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1299295.500000 Penalty: 4808.774414
	Iteration 14Q: 3 clusters Score -1299296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1299339.750000 Penalty: 4808.774414
	Iteration 15Q: 3 clusters Score -1299340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1299368.875000 Penalty: 4808.774414
	Iteration 16Q: 3 clusters Score -1299369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1299399.250000 Penalty: 4808.774414
	Iteration 17Q: 3 clusters Score -1299399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1299418.375000 Penalty: 4808.774414
	Iteration 18Q: 3 clusters Score -1299418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1299430.375000 Penalty: 4808.774414
	Iteration 19Q: 3 clusters Score -1299430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1299437.750000 Penalty: 4808.774414
	Iteration 20F: 3 clusters Score -1299438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1299445.875000 Penalty: 4808.774414
	Iteration 21Q: 3 clusters Score -1299446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1299456.250000 Penalty: 4808.774414
	Iteration 22Q: 3 clusters Score -1299456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1299462.875000 Penalty: 4808.774414
	Iteration 23Q: 3 clusters Score -1299463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1299465.250000 Penalty: 4808.774414
	Iteration 24Q: 3 clusters Score -1299465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1299466.375000 Penalty: 4808.774414
	Iteration 25Q: 3 clusters Score -1299466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1299466.375000 Penalty: 4808.774414
	Iteration 26Q: 3 clusters Score -1299466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1299474.750000 Penalty: 4808.774414
	Iteration 27Q: 3 clusters Score -1299475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1299473.625000 Penalty: 4808.774414
	Iteration 28Q: 3 clusters Score -1299474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1299476.000000 Penalty: 4808.774414
	Iteration 29Q: 3 clusters Score -1299476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1299476.875000 Penalty: 4808.774414
	Iteration 30Q: 3 clusters Score -1299477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1299479.125000 Penalty: 4808.774414
	Iteration 31Q: 3 clusters Score -1299479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1299479.125000 Penalty: 4808.774414
	Iteration 32F: 3 clusters Score -1299479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (252329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252329 members 
Entering Unmasked Estep 
Score: -20392498.000000 Penalty: 3084.745361
	Iteration 0F: 2 clusters Score -2.03925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Mstep: Class 2 contains 126195 members 
Entering Unmasked Estep 
Score: -20222572.000000 Penalty: 6169.490723
	Iteration 0F: 3 clusters Score -2.022257e+07 nChanged 122071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126107 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -20293976.000000 Penalty: 6169.490723
	Iteration 1F: 3 clusters Score -2.029398e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -20294452.000000 Penalty: 6169.490723
	Iteration 2Q: 3 clusters Score -2.029445e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126216 members 
Mstep: Class 2 contains 126113 members 
Entering Unmasked Estep 
Score: -20295092.000000 Penalty: 6169.490723
	Iteration 3Q: 3 clusters Score -2.029509e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126462 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -20295882.000000 Penalty: 6169.490723
	Iteration 4Q: 3 clusters Score -2.029588e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126842 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -20296804.000000 Penalty: 6169.490723
	Iteration 5Q: 3 clusters Score -2.02968e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127360 members 
Mstep: Class 2 contains 124969 members 
Entering Unmasked Estep 
Score: -20297992.000000 Penalty: 6169.490723
	Iteration 6Q: 3 clusters Score -2.029799e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -20299572.000000 Penalty: 6169.490723
	Iteration 7Q: 3 clusters Score -2.029957e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129033 members 
Mstep: Class 2 contains 123296 members 
Entering Unmasked Estep 
Score: -20301622.000000 Penalty: 6169.490723
	Iteration 8Q: 3 clusters Score -2.030162e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130610 members 
Mstep: Class 2 contains 121719 members 
Entering Unmasked Estep 
Score: -20304816.000000 Penalty: 6169.490723
	Iteration 9Q: 3 clusters Score -2.030482e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -20308726.000000 Penalty: 6169.490723
	Iteration 10Q: 3 clusters Score -2.030873e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136012 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -20314212.000000 Penalty: 6169.490723
	Iteration 11Q: 3 clusters Score -2.031421e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139902 members 
Mstep: Class 2 contains 112427 members 
Entering Unmasked Estep 
Score: -20321892.000000 Penalty: 6169.490723
	Iteration 12F: 3 clusters Score -2.032189e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144303 members 
Mstep: Class 2 contains 108026 members 
Entering Unmasked Estep 
Score: -20331508.000000 Penalty: 6169.490723
	Iteration 13F: 3 clusters Score -2.033151e+07 nChanged 14424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -20340724.000000 Penalty: 6169.490723
	Iteration 14F: 3 clusters Score -2.034072e+07 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152281 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -20346916.000000 Penalty: 6169.490723
	Iteration 15Q: 3 clusters Score -2.034692e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155432 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -20349754.000000 Penalty: 6169.490723
	Iteration 16Q: 3 clusters Score -2.034975e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -20350680.000000 Penalty: 6169.490723
	Iteration 17Q: 3 clusters Score -2.035068e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -20351554.000000 Penalty: 6169.490723
	Iteration 18Q: 3 clusters Score -2.035155e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -20352434.000000 Penalty: 6169.490723
	Iteration 19Q: 3 clusters Score -2.035243e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -20353328.000000 Penalty: 6169.490723
	Iteration 20F: 3 clusters Score -2.035333e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -20354118.000000 Penalty: 6169.490723
	Iteration 21Q: 3 clusters Score -2.035412e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176494 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -20355180.000000 Penalty: 6169.490723
	Iteration 22Q: 3 clusters Score -2.035518e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180659 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -20356258.000000 Penalty: 6169.490723
	Iteration 23Q: 3 clusters Score -2.035626e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185019 members 
Mstep: Class 2 contains 67310 members 
Entering Unmasked Estep 
Score: -20357430.000000 Penalty: 6169.490723
	Iteration 24Q: 3 clusters Score -2.035743e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189623 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -20358964.000000 Penalty: 6169.490723
	Iteration 25Q: 3 clusters Score -2.035896e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194397 members 
Mstep: Class 2 contains 57932 members 
Entering Unmasked Estep 
Score: -20360748.000000 Penalty: 6169.490723
	Iteration 26Q: 3 clusters Score -2.036075e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199348 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -20362676.000000 Penalty: 6169.490723
	Iteration 27Q: 3 clusters Score -2.036268e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204451 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -20364588.000000 Penalty: 6169.490723
	Iteration 28Q: 3 clusters Score -2.036459e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209742 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -20366826.000000 Penalty: 6169.490723
	Iteration 29Q: 3 clusters Score -2.036683e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215043 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -20369378.000000 Penalty: 6169.490723
	Iteration 30Q: 3 clusters Score -2.036938e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220154 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -20372150.000000 Penalty: 6169.490723
	Iteration 31Q: 3 clusters Score -2.037215e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225020 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -20374758.000000 Penalty: 6169.490723
	Iteration 32Q: 3 clusters Score -2.037476e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229518 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -20377400.000000 Penalty: 6169.490723
	Iteration 33Q: 3 clusters Score -2.03774e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233577 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -20380088.000000 Penalty: 6169.490723
	Iteration 34Q: 3 clusters Score -2.038009e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237148 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -20382498.000000 Penalty: 6169.490723
	Iteration 35Q: 3 clusters Score -2.03825e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240094 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -20384476.000000 Penalty: 6169.490723
	Iteration 36Q: 3 clusters Score -2.038448e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242429 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -20385950.000000 Penalty: 6169.490723
	Iteration 37Q: 3 clusters Score -2.038595e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244304 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -20387090.000000 Penalty: 6169.490723
	Iteration 38Q: 3 clusters Score -2.038709e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245774 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -20387794.000000 Penalty: 6169.490723
	Iteration 39Q: 3 clusters Score -2.038779e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246905 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -20388430.000000 Penalty: 6169.490723
	Iteration 40F: 3 clusters Score -2.038843e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247795 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -20388884.000000 Penalty: 6169.490723
	Iteration 41Q: 3 clusters Score -2.038888e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248473 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -20389172.000000 Penalty: 6169.490723
	Iteration 42Q: 3 clusters Score -2.038917e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249016 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -20389362.000000 Penalty: 6169.490723
	Iteration 43Q: 3 clusters Score -2.038936e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249421 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -20389466.000000 Penalty: 6169.490723
	Iteration 44Q: 3 clusters Score -2.038947e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249735 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20389636.000000 Penalty: 6169.490723
	Iteration 45Q: 3 clusters Score -2.038964e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249982 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20389778.000000 Penalty: 6169.490723
	Iteration 46Q: 3 clusters Score -2.038978e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250169 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20389858.000000 Penalty: 6169.490723
	Iteration 47Q: 3 clusters Score -2.038986e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250332 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20389908.000000 Penalty: 6169.490723
	Iteration 48Q: 3 clusters Score -2.038991e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250444 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20389970.000000 Penalty: 6169.490723
	Iteration 49Q: 3 clusters Score -2.038997e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250536 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20390006.000000 Penalty: 6169.490723
	Iteration 50Q: 3 clusters Score -2.039001e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250611 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -20390050.000000 Penalty: 6169.490723
	Iteration 51Q: 3 clusters Score -2.039005e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250659 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -20390110.000000 Penalty: 6169.490723
	Iteration 52Q: 3 clusters Score -2.039011e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250700 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -20390112.000000 Penalty: 6169.490723
	Iteration 53Q: 3 clusters Score -2.039011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250741 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20390134.000000 Penalty: 6169.490723
	Iteration 54Q: 3 clusters Score -2.039013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250764 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -20390140.000000 Penalty: 6169.490723
	Iteration 55Q: 3 clusters Score -2.039014e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250784 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20390158.000000 Penalty: 6169.490723
	Iteration 56Q: 3 clusters Score -2.039016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250809 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20390156.000000 Penalty: 6169.490723
	Iteration 57Q: 3 clusters Score -2.039016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250832 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20390160.000000 Penalty: 6169.490723
	Iteration 58Q: 3 clusters Score -2.039016e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250854 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20390178.000000 Penalty: 6169.490723
	Iteration 59Q: 3 clusters Score -2.039018e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250884 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20390180.000000 Penalty: 6169.490723
	Iteration 60F: 3 clusters Score -2.039018e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250902 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -20390208.000000 Penalty: 6169.490723
	Iteration 61Q: 3 clusters Score -2.039021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250920 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -20390194.000000 Penalty: 6169.490723
	Iteration 62Q: 3 clusters Score -2.039019e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250934 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20390218.000000 Penalty: 6169.490723
	Iteration 63Q: 3 clusters Score -2.039022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250946 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20390236.000000 Penalty: 6169.490723
	Iteration 64Q: 3 clusters Score -2.039024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250953 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20390246.000000 Penalty: 6169.490723
	Iteration 65Q: 3 clusters Score -2.039025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250960 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20390244.000000 Penalty: 6169.490723
	Iteration 66Q: 3 clusters Score -2.039024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250971 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20390248.000000 Penalty: 6169.490723
	Iteration 67Q: 3 clusters Score -2.039025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250978 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -20390246.000000 Penalty: 6169.490723
	Iteration 68Q: 3 clusters Score -2.039025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250983 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20390248.000000 Penalty: 6169.490723
	Iteration 69Q: 3 clusters Score -2.039025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250993 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20390250.000000 Penalty: 6169.490723
	Iteration 70Q: 3 clusters Score -2.039025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20390264.000000 Penalty: 6169.490723
	Iteration 71Q: 3 clusters Score -2.039026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20390266.000000 Penalty: 6169.490723
	Iteration 72Q: 3 clusters Score -2.039027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251006 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20390264.000000 Penalty: 6169.490723
	Iteration 73Q: 3 clusters Score -2.039026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251006 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20390260.000000 Penalty: 6169.490723
	Iteration 74Q: 3 clusters Score -2.039026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251006 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20390266.000000 Penalty: 6169.490723
	Iteration 75Q: 3 clusters Score -2.039027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251006 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20390260.000000 Penalty: 6169.490723
	Iteration 76Q: 3 clusters Score -2.039026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20390274.000000 Penalty: 6169.490723
	Iteration 77Q: 3 clusters Score -2.039027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20390270.000000 Penalty: 6169.490723
	Iteration 78Q: 3 clusters Score -2.039027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251007 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20390276.000000 Penalty: 6169.490723
	Iteration 79Q: 3 clusters Score -2.039028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251011 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20390274.000000 Penalty: 6169.490723
	Iteration 80F: 3 clusters Score -2.039027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251015 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20390276.000000 Penalty: 6169.490723
	Iteration 81Q: 3 clusters Score -2.039028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251017 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20390276.000000 Penalty: 6169.490723
	Iteration 82Q: 3 clusters Score -2.039028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251018 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -20390268.000000 Penalty: 6169.490723
	Iteration 83Q: 3 clusters Score -2.039027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251019 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20390262.000000 Penalty: 6169.490723
	Iteration 84Q: 3 clusters Score -2.039026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251020 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20390262.000000 Penalty: 6169.490723
	Iteration 85Q: 3 clusters Score -2.039026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251020 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20390262.000000 Penalty: 6169.490723
	Iteration 86F: 3 clusters Score -2.039026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -152949.640625 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -152949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -150274.078125 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -150274.1 nChanged 694
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: -150788.406250 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -150788.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -150915.015625 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -150915 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -150989.515625 Penalty: 3790.454102
	Iteration 3Q: 3 clusters Score -150989.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -151061.531250 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -151061.5 nChanged 60
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: -151130.843750 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -151130.8 nChanged 58
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: -151195.765625 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -151195.8 nChanged 60
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: -151273.703125 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -151273.7 nChanged 55
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: -151342.687500 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -151342.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -151434.109375 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -151434.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -151516.765625 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -151516.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -151586.968750 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -151587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -151657.156250 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -151657.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -151711.265625 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -151711.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -151762.218750 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -151762.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -151808.640625 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -151808.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -151853.500000 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -151853.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -151905.484375 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -151905.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -151965.593750 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -151965.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152071.765625 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -152071.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -152223.015625 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -152223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152366.140625 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -152366.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152443.140625 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -152443.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152473.187500 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -152473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -152483.140625 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -152483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152486.578125 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -152486.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152488.046875 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -152488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152488.046875 Penalty: 3790.454102
	Iteration 27F: 3 clusters Score -152488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Entering Unmasked Estep 
Score: -418235.718750 Penalty: 2136.171387
	Iteration 0F: 2 clusters Score -418235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -413365.000000 Penalty: 4272.342773
	Iteration 0F: 3 clusters Score -413365 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -414707.562500 Penalty: 4272.342773
	Iteration 1F: 3 clusters Score -414707.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -415078.406250 Penalty: 4272.342773
	Iteration 2F: 3 clusters Score -415078.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -415339.781250 Penalty: 4272.342773
	Iteration 3F: 3 clusters Score -415339.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -415565.625000 Penalty: 4272.342773
	Iteration 4F: 3 clusters Score -415565.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -415793.187500 Penalty: 4272.342773
	Iteration 5F: 3 clusters Score -415793.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -415994.875000 Penalty: 4272.342773
	Iteration 6Q: 3 clusters Score -415994.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -416182.093750 Penalty: 4272.342773
	Iteration 7Q: 3 clusters Score -416182.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -416372.343750 Penalty: 4272.342773
	Iteration 8Q: 3 clusters Score -416372.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -416510.187500 Penalty: 4272.342773
	Iteration 9Q: 3 clusters Score -416510.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -416609.468750 Penalty: 4272.342773
	Iteration 10Q: 3 clusters Score -416609.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -416681.062500 Penalty: 4272.342773
	Iteration 11Q: 3 clusters Score -416681.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -416733.968750 Penalty: 4272.342773
	Iteration 12Q: 3 clusters Score -416734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -416787.375000 Penalty: 4272.342773
	Iteration 13Q: 3 clusters Score -416787.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -416831.625000 Penalty: 4272.342773
	Iteration 14Q: 3 clusters Score -416831.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -416859.343750 Penalty: 4272.342773
	Iteration 15Q: 3 clusters Score -416859.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -416879.468750 Penalty: 4272.342773
	Iteration 16Q: 3 clusters Score -416879.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -416898.875000 Penalty: 4272.342773
	Iteration 17Q: 3 clusters Score -416898.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -416911.781250 Penalty: 4272.342773
	Iteration 18Q: 3 clusters Score -416911.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -416924.218750 Penalty: 4272.342773
	Iteration 19Q: 3 clusters Score -416924.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -416932.437500 Penalty: 4272.342773
	Iteration 20F: 3 clusters Score -416932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -416937.437500 Penalty: 4272.342773
	Iteration 21Q: 3 clusters Score -416937.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -416943.750000 Penalty: 4272.342773
	Iteration 22Q: 3 clusters Score -416943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -416954.031250 Penalty: 4272.342773
	Iteration 23Q: 3 clusters Score -416954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -416972.468750 Penalty: 4272.342773
	Iteration 24Q: 3 clusters Score -416972.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -416992.343750 Penalty: 4272.342773
	Iteration 25Q: 3 clusters Score -416992.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -417013.687500 Penalty: 4272.342773
	Iteration 26Q: 3 clusters Score -417013.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -417045.781250 Penalty: 4272.342773
	Iteration 27Q: 3 clusters Score -417045.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -417067.125000 Penalty: 4272.342773
	Iteration 28Q: 3 clusters Score -417067.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -417078.406250 Penalty: 4272.342773
	Iteration 29Q: 3 clusters Score -417078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -417083.468750 Penalty: 4272.342773
	Iteration 30Q: 3 clusters Score -417083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -417085.250000 Penalty: 4272.342773
	Iteration 31Q: 3 clusters Score -417085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -417089.343750 Penalty: 4272.342773
	Iteration 32Q: 3 clusters Score -417089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -417090.906250 Penalty: 4272.342773
	Iteration 33Q: 3 clusters Score -417090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -417092.281250 Penalty: 4272.342773
	Iteration 34Q: 3 clusters Score -417092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -417093.843750 Penalty: 4272.342773
	Iteration 35Q: 3 clusters Score -417093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -417095.468750 Penalty: 4272.342773
	Iteration 36Q: 3 clusters Score -417095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -417096.468750 Penalty: 4272.342773
	Iteration 37Q: 3 clusters Score -417096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -417096.968750 Penalty: 4272.342773
	Iteration 38Q: 3 clusters Score -417097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -417098.750000 Penalty: 4272.342773
	Iteration 39Q: 3 clusters Score -417098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -417100.125000 Penalty: 4272.342773
	Iteration 40F: 3 clusters Score -417100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -417100.687500 Penalty: 4272.342773
	Iteration 41Q: 3 clusters Score -417100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -417100.687500 Penalty: 4272.342773
	Iteration 42F: 3 clusters Score -417100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Entering Unmasked Estep 
Score: -682668.937500 Penalty: 2251.812744
	Iteration 0F: 2 clusters Score -682668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -675776.562500 Penalty: 4503.625488
	Iteration 0F: 3 clusters Score -675776.6 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -677848.750000 Penalty: 4503.625488
	Iteration 1F: 3 clusters Score -677848.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -678177.875000 Penalty: 4503.625488
	Iteration 2F: 3 clusters Score -678177.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -678442.750000 Penalty: 4503.625488
	Iteration 3F: 3 clusters Score -678442.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -678692.687500 Penalty: 4503.625488
	Iteration 4F: 3 clusters Score -678692.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -678951.937500 Penalty: 4503.625488
	Iteration 5Q: 3 clusters Score -678951.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -679225.812500 Penalty: 4503.625488
	Iteration 6Q: 3 clusters Score -679225.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -679539.062500 Penalty: 4503.625488
	Iteration 7Q: 3 clusters Score -679539.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -679850.500000 Penalty: 4503.625488
	Iteration 8Q: 3 clusters Score -679850.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -680128.812500 Penalty: 4503.625488
	Iteration 9Q: 3 clusters Score -680128.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -680375.625000 Penalty: 4503.625488
	Iteration 10Q: 3 clusters Score -680375.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -680586.437500 Penalty: 4503.625488
	Iteration 11Q: 3 clusters Score -680586.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -680755.250000 Penalty: 4503.625488
	Iteration 12Q: 3 clusters Score -680755.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -680865.812500 Penalty: 4503.625488
	Iteration 13Q: 3 clusters Score -680865.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -680933.187500 Penalty: 4503.625488
	Iteration 14Q: 3 clusters Score -680933.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -680963.312500 Penalty: 4503.625488
	Iteration 15Q: 3 clusters Score -680963.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -680979.937500 Penalty: 4503.625488
	Iteration 16Q: 3 clusters Score -680979.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -680988.750000 Penalty: 4503.625488
	Iteration 17Q: 3 clusters Score -680988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -680992.937500 Penalty: 4503.625488
	Iteration 18Q: 3 clusters Score -680992.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -680997.750000 Penalty: 4503.625488
	Iteration 19Q: 3 clusters Score -680997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -681002.562500 Penalty: 4503.625488
	Iteration 20F: 3 clusters Score -681002.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -681008.687500 Penalty: 4503.625488
	Iteration 21Q: 3 clusters Score -681008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -681013.562500 Penalty: 4503.625488
	Iteration 22Q: 3 clusters Score -681013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -681017.250000 Penalty: 4503.625488
	Iteration 23Q: 3 clusters Score -681017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -681019.312500 Penalty: 4503.625488
	Iteration 24Q: 3 clusters Score -681019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -681022.500000 Penalty: 4503.625488
	Iteration 25Q: 3 clusters Score -681022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -681025.000000 Penalty: 4503.625488
	Iteration 26Q: 3 clusters Score -681025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -681026.750000 Penalty: 4503.625488
	Iteration 27Q: 3 clusters Score -681026.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -681026.875000 Penalty: 4503.625488
	Iteration 28Q: 3 clusters Score -681026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -681026.875000 Penalty: 4503.625488
	Iteration 29F: 3 clusters Score -681026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19823 members 
Mstep: Class 3 contains 19947 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7988 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 18919 members 
Mstep: Class 9 contains 20080 members 
Mstep: Class 10 contains 160990 members 
Mstep: Class 11 contains 18490 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 17958 members 
Mstep: Class 15 contains 33780 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38485 members 
Mstep: Class 19 contains 9154 members 
Mstep: Class 20 contains 50182 members 
Mstep: Class 21 contains 32687 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14085 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 845980 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 8047 members 
Mstep: Class 31 contains 97820 members 
Mstep: Class 32 contains 16238 members 
Mstep: Class 33 contains 252329 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5506 members 
Mstep: Class 37 contains 8777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801520.000000 Penalty: 128699.546875
Iteration 119Q: 37 clusters Score -1.428015e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 19817 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7987 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 18936 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 160981 members 
Mstep: Class 11 contains 18489 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 12194 members 
Mstep: Class 14 contains 17962 members 
Mstep: Class 15 contains 33759 members 
Mstep: Class 16 contains 3097 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38477 members 
Mstep: Class 19 contains 9174 members 
Mstep: Class 20 contains 50191 members 
Mstep: Class 21 contains 32684 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 14088 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845961 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3025 members 
Mstep: Class 30 contains 8069 members 
Mstep: Class 31 contains 97819 members 
Mstep: Class 32 contains 16235 members 
Mstep: Class 33 contains 252353 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5511 members 
Mstep: Class 37 contains 8780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801488.000000 Penalty: 128699.546875
Iteration 120F: 37 clusters Score -1.428015e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19811 members 
Mstep: Class 3 contains 19988 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6474 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 18960 members 
Mstep: Class 9 contains 19574 members 
Mstep: Class 10 contains 160976 members 
Mstep: Class 11 contains 18487 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 17965 members 
Mstep: Class 15 contains 33738 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38465 members 
Mstep: Class 19 contains 9174 members 
Mstep: Class 20 contains 50197 members 
Mstep: Class 21 contains 32680 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 3703 members 
Mstep: Class 25 contains 14091 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845933 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3019 members 
Mstep: Class 30 contains 8086 members 
Mstep: Class 31 contains 97816 members 
Mstep: Class 32 contains 16244 members 
Mstep: Class 33 contains 252397 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5518 members 
Mstep: Class 37 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801552.000000 Penalty: 128699.546875
Iteration 121Q: 37 clusters Score -1.428016e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19804 members 
Mstep: Class 3 contains 20025 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 18981 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 160961 members 
Mstep: Class 11 contains 18485 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 12582 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 33729 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38441 members 
Mstep: Class 19 contains 9183 members 
Mstep: Class 20 contains 50203 members 
Mstep: Class 21 contains 32667 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 3710 members 
Mstep: Class 25 contains 14090 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845914 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3018 members 
Mstep: Class 30 contains 8094 members 
Mstep: Class 31 contains 97810 members 
Mstep: Class 32 contains 16262 members 
Mstep: Class 33 contains 252442 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5521 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801552.000000 Penalty: 128699.546875
Iteration 122Q: 37 clusters Score -1.428016e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 19801 members 
Mstep: Class 3 contains 20053 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 19009 members 
Mstep: Class 9 contains 19069 members 
Mstep: Class 10 contains 160944 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 12753 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 33719 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38429 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 50205 members 
Mstep: Class 21 contains 32656 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 14113 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845888 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 8103 members 
Mstep: Class 31 contains 97798 members 
Mstep: Class 32 contains 16278 members 
Mstep: Class 33 contains 252476 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5525 members 
Mstep: Class 37 contains 8790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801632.000000 Penalty: 128699.546875
Iteration 123Q: 37 clusters Score -1.428016e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 19797 members 
Mstep: Class 3 contains 20079 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 19015 members 
Mstep: Class 9 contains 18826 members 
Mstep: Class 10 contains 160932 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 12954 members 
Mstep: Class 14 contains 17984 members 
Mstep: Class 15 contains 33719 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38415 members 
Mstep: Class 19 contains 9231 members 
Mstep: Class 20 contains 50209 members 
Mstep: Class 21 contains 32645 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3075 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 14109 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845859 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3004 members 
Mstep: Class 30 contains 8111 members 
Mstep: Class 31 contains 97799 members 
Mstep: Class 32 contains 16284 members 
Mstep: Class 33 contains 252500 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5528 members 
Mstep: Class 37 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801792.000000 Penalty: 128699.546875
Iteration 124Q: 37 clusters Score -1.428018e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 19791 members 
Mstep: Class 3 contains 20094 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 19039 members 
Mstep: Class 9 contains 18618 members 
Mstep: Class 10 contains 160900 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 13171 members 
Mstep: Class 14 contains 17982 members 
Mstep: Class 15 contains 33714 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38403 members 
Mstep: Class 19 contains 9249 members 
Mstep: Class 20 contains 50209 members 
Mstep: Class 21 contains 32633 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 14113 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845843 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 8122 members 
Mstep: Class 31 contains 97780 members 
Mstep: Class 32 contains 16293 members 
Mstep: Class 33 contains 252536 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5539 members 
Mstep: Class 37 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802224.000000 Penalty: 128699.546875
Iteration 125Q: 37 clusters Score -1.428022e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 19788 members 
Mstep: Class 3 contains 20109 members 
Mstep: Class 4 contains 35027 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 19059 members 
Mstep: Class 9 contains 18421 members 
Mstep: Class 10 contains 160883 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 11748 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 17978 members 
Mstep: Class 15 contains 33711 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38393 members 
Mstep: Class 19 contains 9266 members 
Mstep: Class 20 contains 50215 members 
Mstep: Class 21 contains 32622 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 14119 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845827 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2999 members 
Mstep: Class 30 contains 8131 members 
Mstep: Class 31 contains 97761 members 
Mstep: Class 32 contains 16294 members 
Mstep: Class 33 contains 252559 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5542 members 
Mstep: Class 37 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802128.000000 Penalty: 128699.546875
Iteration 126Q: 37 clusters Score -1.428021e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 19782 members 
Mstep: Class 3 contains 20129 members 
Mstep: Class 4 contains 35027 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 3687 members 
Mstep: Class 8 contains 19081 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 160860 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 13570 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 33706 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38388 members 
Mstep: Class 19 contains 9272 members 
Mstep: Class 20 contains 50223 members 
Mstep: Class 21 contains 32612 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 14123 members 
Mstep: Class 26 contains 4932 members 
Mstep: Class 27 contains 845806 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 8139 members 
Mstep: Class 31 contains 97752 members 
Mstep: Class 32 contains 16297 members 
Mstep: Class 33 contains 252577 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5546 members 
Mstep: Class 37 contains 8794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802368.000000 Penalty: 128699.546875
Iteration 127Q: 37 clusters Score -1.428024e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 19781 members 
Mstep: Class 3 contains 20161 members 
Mstep: Class 4 contains 35026 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 19107 members 
Mstep: Class 9 contains 17997 members 
Mstep: Class 10 contains 160819 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11739 members 
Mstep: Class 13 contains 13766 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 33703 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 9278 members 
Mstep: Class 20 contains 50226 members 
Mstep: Class 21 contains 32594 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 845803 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 8150 members 
Mstep: Class 31 contains 97744 members 
Mstep: Class 32 contains 16301 members 
Mstep: Class 33 contains 252598 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5553 members 
Mstep: Class 37 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802336.000000 Penalty: 128699.546875
Iteration 128Q: 37 clusters Score -1.428023e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19781 members 
Mstep: Class 3 contains 20174 members 
Mstep: Class 4 contains 35024 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 19132 members 
Mstep: Class 9 contains 17801 members 
Mstep: Class 10 contains 160792 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 13955 members 
Mstep: Class 14 contains 17986 members 
Mstep: Class 15 contains 33701 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 9279 members 
Mstep: Class 20 contains 50229 members 
Mstep: Class 21 contains 32584 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3031 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 14122 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 845782 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 8159 members 
Mstep: Class 31 contains 97740 members 
Mstep: Class 32 contains 16305 members 
Mstep: Class 33 contains 252624 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5560 members 
Mstep: Class 37 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802448.000000 Penalty: 128699.546875
Iteration 129Q: 37 clusters Score -1.428024e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 19778 members 
Mstep: Class 3 contains 20182 members 
Mstep: Class 4 contains 35023 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 19174 members 
Mstep: Class 9 contains 17607 members 
Mstep: Class 10 contains 160761 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 14121 members 
Mstep: Class 14 contains 17989 members 
Mstep: Class 15 contains 33698 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 38367 members 
Mstep: Class 19 contains 9278 members 
Mstep: Class 20 contains 50235 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3019 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 14128 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845773 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2986 members 
Mstep: Class 30 contains 8167 members 
Mstep: Class 31 contains 97734 members 
Mstep: Class 32 contains 16305 members 
Mstep: Class 33 contains 252641 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5569 members 
Mstep: Class 37 contains 8797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802720.000000 Penalty: 128699.546875
Iteration 130Q: 37 clusters Score -1.428027e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19775 members 
Mstep: Class 3 contains 20193 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 19222 members 
Mstep: Class 9 contains 17433 members 
Mstep: Class 10 contains 160744 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 14286 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33696 members 
Mstep: Class 16 contains 3099 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38364 members 
Mstep: Class 19 contains 9276 members 
Mstep: Class 20 contains 50239 members 
Mstep: Class 21 contains 32562 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 3010 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845732 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2980 members 
Mstep: Class 30 contains 8181 members 
Mstep: Class 31 contains 97716 members 
Mstep: Class 32 contains 16303 members 
Mstep: Class 33 contains 252664 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5575 members 
Mstep: Class 37 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802656.000000 Penalty: 128699.546875
Iteration 131Q: 37 clusters Score -1.428027e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19766 members 
Mstep: Class 3 contains 20203 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 19267 members 
Mstep: Class 9 contains 17249 members 
Mstep: Class 10 contains 160712 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 14456 members 
Mstep: Class 14 contains 18000 members 
Mstep: Class 15 contains 33690 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38363 members 
Mstep: Class 19 contains 9274 members 
Mstep: Class 20 contains 50243 members 
Mstep: Class 21 contains 32552 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 14128 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845710 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2975 members 
Mstep: Class 30 contains 8190 members 
Mstep: Class 31 contains 97701 members 
Mstep: Class 32 contains 16306 members 
Mstep: Class 33 contains 252690 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5584 members 
Mstep: Class 37 contains 8802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802688.000000 Penalty: 128699.546875
Iteration 132Q: 37 clusters Score -1.428027e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19761 members 
Mstep: Class 3 contains 20210 members 
Mstep: Class 4 contains 35018 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 19311 members 
Mstep: Class 9 contains 17084 members 
Mstep: Class 10 contains 160683 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 14614 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 33684 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38360 members 
Mstep: Class 19 contains 9277 members 
Mstep: Class 20 contains 50249 members 
Mstep: Class 21 contains 32545 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3004 members 
Mstep: Class 24 contains 3822 members 
Mstep: Class 25 contains 14123 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 845675 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 8197 members 
Mstep: Class 31 contains 97685 members 
Mstep: Class 32 contains 16308 members 
Mstep: Class 33 contains 252720 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5595 members 
Mstep: Class 37 contains 8804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802656.000000 Penalty: 128699.546875
Iteration 133Q: 37 clusters Score -1.428027e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19758 members 
Mstep: Class 3 contains 20220 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 19357 members 
Mstep: Class 9 contains 16899 members 
Mstep: Class 10 contains 160670 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 14762 members 
Mstep: Class 14 contains 18020 members 
Mstep: Class 15 contains 33675 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38357 members 
Mstep: Class 19 contains 9274 members 
Mstep: Class 20 contains 50256 members 
Mstep: Class 21 contains 32537 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 14114 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845644 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2968 members 
Mstep: Class 30 contains 8208 members 
Mstep: Class 31 contains 97686 members 
Mstep: Class 32 contains 16310 members 
Mstep: Class 33 contains 252734 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5606 members 
Mstep: Class 37 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802768.000000 Penalty: 128699.546875
Iteration 134Q: 37 clusters Score -1.428028e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 19759 members 
Mstep: Class 3 contains 20223 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 19415 members 
Mstep: Class 9 contains 16723 members 
Mstep: Class 10 contains 160640 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 14909 members 
Mstep: Class 14 contains 18022 members 
Mstep: Class 15 contains 33671 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38349 members 
Mstep: Class 19 contains 9267 members 
Mstep: Class 20 contains 50265 members 
Mstep: Class 21 contains 32527 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 3842 members 
Mstep: Class 25 contains 14119 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845616 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2965 members 
Mstep: Class 30 contains 8219 members 
Mstep: Class 31 contains 97679 members 
Mstep: Class 32 contains 16307 members 
Mstep: Class 33 contains 252744 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5618 members 
Mstep: Class 37 contains 8809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802480.000000 Penalty: 128699.546875
Iteration 135Q: 37 clusters Score -1.428025e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 19757 members 
Mstep: Class 3 contains 20223 members 
Mstep: Class 4 contains 35018 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 19465 members 
Mstep: Class 9 contains 16576 members 
Mstep: Class 10 contains 160631 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 15048 members 
Mstep: Class 14 contains 18032 members 
Mstep: Class 15 contains 33666 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38345 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 50272 members 
Mstep: Class 21 contains 32514 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 3848 members 
Mstep: Class 25 contains 14117 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845574 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2960 members 
Mstep: Class 30 contains 8228 members 
Mstep: Class 31 contains 97668 members 
Mstep: Class 32 contains 16306 members 
Mstep: Class 33 contains 252762 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5626 members 
Mstep: Class 37 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802752.000000 Penalty: 128699.546875
Iteration 136Q: 37 clusters Score -1.428028e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 19755 members 
Mstep: Class 3 contains 20209 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 19509 members 
Mstep: Class 9 contains 16432 members 
Mstep: Class 10 contains 160626 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 15183 members 
Mstep: Class 14 contains 18035 members 
Mstep: Class 15 contains 33664 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38334 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 50276 members 
Mstep: Class 21 contains 32504 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 14103 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845561 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2959 members 
Mstep: Class 30 contains 8240 members 
Mstep: Class 31 contains 97649 members 
Mstep: Class 32 contains 16306 members 
Mstep: Class 33 contains 252778 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5631 members 
Mstep: Class 37 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802672.000000 Penalty: 128699.546875
Iteration 137Q: 37 clusters Score -1.428027e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 19752 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 19560 members 
Mstep: Class 9 contains 16278 members 
Mstep: Class 10 contains 160606 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 15319 members 
Mstep: Class 14 contains 18035 members 
Mstep: Class 15 contains 33663 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38323 members 
Mstep: Class 19 contains 9267 members 
Mstep: Class 20 contains 50279 members 
Mstep: Class 21 contains 32494 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 3867 members 
Mstep: Class 25 contains 14088 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845551 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2956 members 
Mstep: Class 30 contains 8247 members 
Mstep: Class 31 contains 97637 members 
Mstep: Class 32 contains 16311 members 
Mstep: Class 33 contains 252799 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5636 members 
Mstep: Class 37 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802720.000000 Penalty: 128699.546875
Iteration 138Q: 37 clusters Score -1.428027e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 19604 members 
Mstep: Class 9 contains 16156 members 
Mstep: Class 10 contains 160588 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 15448 members 
Mstep: Class 14 contains 18031 members 
Mstep: Class 15 contains 33663 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38315 members 
Mstep: Class 19 contains 9257 members 
Mstep: Class 20 contains 50285 members 
Mstep: Class 21 contains 32483 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 3877 members 
Mstep: Class 25 contains 14068 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845539 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 8257 members 
Mstep: Class 31 contains 97621 members 
Mstep: Class 32 contains 16311 members 
Mstep: Class 33 contains 252822 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5643 members 
Mstep: Class 37 contains 8815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802912.000000 Penalty: 128699.546875
Iteration 139Q: 37 clusters Score -1.428029e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 19743 members 
Mstep: Class 3 contains 20240 members 
Mstep: Class 4 contains 35017 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19655 members 
Mstep: Class 9 contains 16045 members 
Mstep: Class 10 contains 160578 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 15559 members 
Mstep: Class 14 contains 18030 members 
Mstep: Class 15 contains 33665 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38302 members 
Mstep: Class 19 contains 9247 members 
Mstep: Class 20 contains 50288 members 
Mstep: Class 21 contains 32464 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2993 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 14054 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845518 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 8269 members 
Mstep: Class 31 contains 97600 members 
Mstep: Class 32 contains 16316 members 
Mstep: Class 33 contains 252843 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5650 members 
Mstep: Class 37 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802784.000000 Penalty: 128699.546875
Iteration 140F: 37 clusters Score -1.428028e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19740 members 
Mstep: Class 3 contains 20250 members 
Mstep: Class 4 contains 35017 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 160561 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 15663 members 
Mstep: Class 14 contains 18028 members 
Mstep: Class 15 contains 33671 members 
Mstep: Class 16 contains 3105 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38298 members 
Mstep: Class 19 contains 9237 members 
Mstep: Class 20 contains 50290 members 
Mstep: Class 21 contains 32451 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2990 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 14043 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845493 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 8275 members 
Mstep: Class 31 contains 97579 members 
Mstep: Class 32 contains 16325 members 
Mstep: Class 33 contains 252862 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5655 members 
Mstep: Class 37 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803056.000000 Penalty: 128699.546875
Iteration 141Q: 37 clusters Score -1.428031e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19736 members 
Mstep: Class 3 contains 20272 members 
Mstep: Class 4 contains 35016 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19752 members 
Mstep: Class 9 contains 15840 members 
Mstep: Class 10 contains 160557 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38298 members 
Mstep: Class 19 contains 9226 members 
Mstep: Class 20 contains 50295 members 
Mstep: Class 21 contains 32434 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 3889 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845477 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2934 members 
Mstep: Class 30 contains 8280 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 16334 members 
Mstep: Class 33 contains 252877 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5659 members 
Mstep: Class 37 contains 8819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803216.000000 Penalty: 128699.546875
Iteration 142Q: 37 clusters Score -1.428032e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19733 members 
Mstep: Class 3 contains 20295 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19812 members 
Mstep: Class 9 contains 15762 members 
Mstep: Class 10 contains 160548 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 15802 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 33683 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38291 members 
Mstep: Class 19 contains 9200 members 
Mstep: Class 20 contains 50296 members 
Mstep: Class 21 contains 32417 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 14032 members 
Mstep: Class 26 contains 4930 members 
Mstep: Class 27 contains 845451 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2930 members 
Mstep: Class 30 contains 8286 members 
Mstep: Class 31 contains 97557 members 
Mstep: Class 32 contains 16335 members 
Mstep: Class 33 contains 252894 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5662 members 
Mstep: Class 37 contains 8821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803296.000000 Penalty: 128699.546875
Iteration 143Q: 37 clusters Score -1.428033e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19735 members 
Mstep: Class 3 contains 20305 members 
Mstep: Class 4 contains 35020 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19863 members 
Mstep: Class 9 contains 15693 members 
Mstep: Class 10 contains 160538 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 15862 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 33682 members 
Mstep: Class 16 contains 3103 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38287 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 50301 members 
Mstep: Class 21 contains 32406 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 14024 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845431 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2923 members 
Mstep: Class 30 contains 8294 members 
Mstep: Class 31 contains 97553 members 
Mstep: Class 32 contains 16335 members 
Mstep: Class 33 contains 252909 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5666 members 
Mstep: Class 37 contains 8821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803344.000000 Penalty: 128699.546875
Iteration 144Q: 37 clusters Score -1.428033e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19734 members 
Mstep: Class 3 contains 20315 members 
Mstep: Class 4 contains 35018 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19916 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 15927 members 
Mstep: Class 14 contains 18028 members 
Mstep: Class 15 contains 33685 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38280 members 
Mstep: Class 19 contains 9171 members 
Mstep: Class 20 contains 50305 members 
Mstep: Class 21 contains 32388 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2980 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 14022 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845408 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2921 members 
Mstep: Class 30 contains 8303 members 
Mstep: Class 31 contains 97550 members 
Mstep: Class 32 contains 16338 members 
Mstep: Class 33 contains 252926 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803424.000000 Penalty: 128699.546875
Iteration 145Q: 37 clusters Score -1.428034e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19731 members 
Mstep: Class 3 contains 20324 members 
Mstep: Class 4 contains 35020 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19955 members 
Mstep: Class 9 contains 15528 members 
Mstep: Class 10 contains 160505 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 33694 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38269 members 
Mstep: Class 19 contains 9161 members 
Mstep: Class 20 contains 50310 members 
Mstep: Class 21 contains 32372 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 14027 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845381 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2920 members 
Mstep: Class 30 contains 8313 members 
Mstep: Class 31 contains 97545 members 
Mstep: Class 32 contains 16341 members 
Mstep: Class 33 contains 252953 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803408.000000 Penalty: 128699.546875
Iteration 146Q: 37 clusters Score -1.428034e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19730 members 
Mstep: Class 3 contains 20337 members 
Mstep: Class 4 contains 35022 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 19997 members 
Mstep: Class 9 contains 15451 members 
Mstep: Class 10 contains 160501 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16061 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 33704 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38260 members 
Mstep: Class 19 contains 9144 members 
Mstep: Class 20 contains 50315 members 
Mstep: Class 21 contains 32353 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 14027 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845358 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2919 members 
Mstep: Class 30 contains 8321 members 
Mstep: Class 31 contains 97538 members 
Mstep: Class 32 contains 16341 members 
Mstep: Class 33 contains 252977 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5665 members 
Mstep: Class 37 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803584.000000 Penalty: 128699.546875
Iteration 147Q: 37 clusters Score -1.428036e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19727 members 
Mstep: Class 3 contains 20341 members 
Mstep: Class 4 contains 35023 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 20034 members 
Mstep: Class 9 contains 15371 members 
Mstep: Class 10 contains 160488 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16119 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 33716 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38255 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 50315 members 
Mstep: Class 21 contains 32343 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3883 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845333 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2918 members 
Mstep: Class 30 contains 8329 members 
Mstep: Class 31 contains 97542 members 
Mstep: Class 32 contains 16340 members 
Mstep: Class 33 contains 252999 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5666 members 
Mstep: Class 37 contains 8823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803392.000000 Penalty: 128699.546875
Iteration 148Q: 37 clusters Score -1.428034e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19725 members 
Mstep: Class 3 contains 20341 members 
Mstep: Class 4 contains 35023 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 15296 members 
Mstep: Class 10 contains 160482 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 33730 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38253 members 
Mstep: Class 19 contains 9116 members 
Mstep: Class 20 contains 50322 members 
Mstep: Class 21 contains 32325 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845320 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2915 members 
Mstep: Class 30 contains 8338 members 
Mstep: Class 31 contains 97538 members 
Mstep: Class 32 contains 16344 members 
Mstep: Class 33 contains 253019 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803456.000000 Penalty: 128699.546875
Iteration 149Q: 37 clusters Score -1.428035e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19724 members 
Mstep: Class 3 contains 20346 members 
Mstep: Class 4 contains 35023 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 20116 members 
Mstep: Class 9 contains 15238 members 
Mstep: Class 10 contains 160473 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 16208 members 
Mstep: Class 14 contains 18017 members 
Mstep: Class 15 contains 33737 members 
Mstep: Class 16 contains 3109 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38254 members 
Mstep: Class 19 contains 9100 members 
Mstep: Class 20 contains 50327 members 
Mstep: Class 21 contains 32317 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 14035 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845301 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2911 members 
Mstep: Class 30 contains 8347 members 
Mstep: Class 31 contains 97537 members 
Mstep: Class 32 contains 16347 members 
Mstep: Class 33 contains 253028 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5666 members 
Mstep: Class 37 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803328.000000 Penalty: 128699.546875
Iteration 150Q: 37 clusters Score -1.428033e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19720 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 35025 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3667 members 
Mstep: Class 8 contains 20154 members 
Mstep: Class 9 contains 15162 members 
Mstep: Class 10 contains 160471 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 18017 members 
Mstep: Class 15 contains 33743 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38249 members 
Mstep: Class 19 contains 9082 members 
Mstep: Class 20 contains 50331 members 
Mstep: Class 21 contains 32308 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 14046 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845280 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2910 members 
Mstep: Class 30 contains 8361 members 
Mstep: Class 31 contains 97536 members 
Mstep: Class 32 contains 16354 members 
Mstep: Class 33 contains 253043 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5668 members 
Mstep: Class 37 contains 8819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803408.000000 Penalty: 128699.546875
Iteration 151Q: 37 clusters Score -1.428034e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 19718 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 35025 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 20193 members 
Mstep: Class 9 contains 15083 members 
Mstep: Class 10 contains 160463 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 16269 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 33750 members 
Mstep: Class 16 contains 3109 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38242 members 
Mstep: Class 19 contains 9060 members 
Mstep: Class 20 contains 50335 members 
Mstep: Class 21 contains 32302 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 14059 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845269 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 8378 members 
Mstep: Class 31 contains 97534 members 
Mstep: Class 32 contains 16358 members 
Mstep: Class 33 contains 253055 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5669 members 
Mstep: Class 37 contains 8817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803552.000000 Penalty: 128699.546875
Iteration 152Q: 37 clusters Score -1.428036e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19717 members 
Mstep: Class 3 contains 20373 members 
Mstep: Class 4 contains 35026 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 20241 members 
Mstep: Class 9 contains 15002 members 
Mstep: Class 10 contains 160457 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 16305 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 33753 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38238 members 
Mstep: Class 19 contains 9036 members 
Mstep: Class 20 contains 50339 members 
Mstep: Class 21 contains 32298 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 14074 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845250 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 8396 members 
Mstep: Class 31 contains 97535 members 
Mstep: Class 32 contains 16362 members 
Mstep: Class 33 contains 253071 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5668 members 
Mstep: Class 37 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803616.000000 Penalty: 128699.546875
Iteration 153Q: 37 clusters Score -1.428036e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19714 members 
Mstep: Class 3 contains 20377 members 
Mstep: Class 4 contains 35025 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 20288 members 
Mstep: Class 9 contains 14933 members 
Mstep: Class 10 contains 160463 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16334 members 
Mstep: Class 14 contains 18017 members 
Mstep: Class 15 contains 33758 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38235 members 
Mstep: Class 19 contains 9019 members 
Mstep: Class 20 contains 50342 members 
Mstep: Class 21 contains 32284 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2966 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 14081 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845225 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2901 members 
Mstep: Class 30 contains 8410 members 
Mstep: Class 31 contains 97534 members 
Mstep: Class 32 contains 16365 members 
Mstep: Class 33 contains 253096 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803792.000000 Penalty: 128699.546875
Iteration 154Q: 37 clusters Score -1.428038e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19713 members 
Mstep: Class 3 contains 20377 members 
Mstep: Class 4 contains 35026 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 20330 members 
Mstep: Class 9 contains 14868 members 
Mstep: Class 10 contains 160467 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16356 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 33759 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38237 members 
Mstep: Class 19 contains 9003 members 
Mstep: Class 20 contains 50342 members 
Mstep: Class 21 contains 32278 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2966 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 14091 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845194 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 8428 members 
Mstep: Class 31 contains 97541 members 
Mstep: Class 32 contains 16371 members 
Mstep: Class 33 contains 253107 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803760.000000 Penalty: 128699.546875
Iteration 155Q: 37 clusters Score -1.428038e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19713 members 
Mstep: Class 3 contains 20376 members 
Mstep: Class 4 contains 35028 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 20367 members 
Mstep: Class 9 contains 14833 members 
Mstep: Class 10 contains 160462 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16371 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 33763 members 
Mstep: Class 16 contains 3109 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38239 members 
Mstep: Class 19 contains 8987 members 
Mstep: Class 20 contains 50342 members 
Mstep: Class 21 contains 32270 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 14099 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845177 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 8439 members 
Mstep: Class 31 contains 97541 members 
Mstep: Class 32 contains 16375 members 
Mstep: Class 33 contains 253109 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5666 members 
Mstep: Class 37 contains 8813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803664.000000 Penalty: 128699.546875
Iteration 156Q: 37 clusters Score -1.428037e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19712 members 
Mstep: Class 3 contains 20372 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 20403 members 
Mstep: Class 9 contains 14801 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16383 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 33769 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38240 members 
Mstep: Class 19 contains 8972 members 
Mstep: Class 20 contains 50344 members 
Mstep: Class 21 contains 32260 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 14102 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845154 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 8451 members 
Mstep: Class 31 contains 97541 members 
Mstep: Class 32 contains 16387 members 
Mstep: Class 33 contains 253115 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803728.000000 Penalty: 128699.546875
Iteration 157Q: 37 clusters Score -1.428037e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19711 members 
Mstep: Class 3 contains 20374 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 20441 members 
Mstep: Class 9 contains 14753 members 
Mstep: Class 10 contains 160456 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16393 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 33763 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38240 members 
Mstep: Class 19 contains 8965 members 
Mstep: Class 20 contains 50344 members 
Mstep: Class 21 contains 32261 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 14107 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845133 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8462 members 
Mstep: Class 31 contains 97540 members 
Mstep: Class 32 contains 16388 members 
Mstep: Class 33 contains 253127 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5666 members 
Mstep: Class 37 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803584.000000 Penalty: 128699.546875
Iteration 158Q: 37 clusters Score -1.428036e+08 nChanged 166
Entering ConstructFrom: 
Score: -142803584.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (27504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Entering Unmasked Estep 
Score: -2285442.250000 Penalty: 2535.077637
	Iteration 0F: 2 clusters Score -2285442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2266429.000000 Penalty: 5070.155273
	Iteration 0F: 3 clusters Score -2266429 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2272889.500000 Penalty: 5070.155273
	Iteration 1F: 3 clusters Score -2272890 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2273193.750000 Penalty: 5070.155273
	Iteration 2Q: 3 clusters Score -2273194 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2273429.750000 Penalty: 5070.155273
	Iteration 3Q: 3 clusters Score -2273430 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2273630.750000 Penalty: 5070.155273
	Iteration 4Q: 3 clusters Score -2273631 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2273869.750000 Penalty: 5070.155273
	Iteration 5Q: 3 clusters Score -2273870 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2274083.750000 Penalty: 5070.155273
	Iteration 6Q: 3 clusters Score -2274084 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2274316.750000 Penalty: 5070.155273
	Iteration 7Q: 3 clusters Score -2274317 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2274584.750000 Penalty: 5070.155273
	Iteration 8Q: 3 clusters Score -2274585 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2274918.000000 Penalty: 5070.155273
	Iteration 9Q: 3 clusters Score -2274918 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2275406.500000 Penalty: 5070.155273
	Iteration 10Q: 3 clusters Score -2275406 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2276092.500000 Penalty: 5070.155273
	Iteration 11Q: 3 clusters Score -2276092 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2277129.500000 Penalty: 5070.155273
	Iteration 12F: 3 clusters Score -2277130 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2278513.500000 Penalty: 5070.155273
	Iteration 13F: 3 clusters Score -2278514 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2280079.250000 Penalty: 5070.155273
	Iteration 14F: 3 clusters Score -2280079 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2281340.500000 Penalty: 5070.155273
	Iteration 15F: 3 clusters Score -2281340 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2282154.000000 Penalty: 5070.155273
	Iteration 16Q: 3 clusters Score -2282154 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2282618.500000 Penalty: 5070.155273
	Iteration 17Q: 3 clusters Score -2282618 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2282852.750000 Penalty: 5070.155273
	Iteration 18Q: 3 clusters Score -2282853 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2283010.250000 Penalty: 5070.155273
	Iteration 19Q: 3 clusters Score -2283010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -2283072.750000 Penalty: 5070.155273
	Iteration 20F: 3 clusters Score -2283073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2283127.250000 Penalty: 5070.155273
	Iteration 21Q: 3 clusters Score -2283127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -2283165.500000 Penalty: 5070.155273
	Iteration 22Q: 3 clusters Score -2283166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -2283192.250000 Penalty: 5070.155273
	Iteration 23Q: 3 clusters Score -2283192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -2283212.000000 Penalty: 5070.155273
	Iteration 24Q: 3 clusters Score -2283212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -2283223.750000 Penalty: 5070.155273
	Iteration 25Q: 3 clusters Score -2283224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -2283234.250000 Penalty: 5070.155273
	Iteration 26Q: 3 clusters Score -2283234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -2283241.500000 Penalty: 5070.155273
	Iteration 27Q: 3 clusters Score -2283242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -2283247.250000 Penalty: 5070.155273
	Iteration 28Q: 3 clusters Score -2283247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -2283253.750000 Penalty: 5070.155273
	Iteration 29Q: 3 clusters Score -2283254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -2283261.750000 Penalty: 5070.155273
	Iteration 30Q: 3 clusters Score -2283262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -2283263.000000 Penalty: 5070.155273
	Iteration 31Q: 3 clusters Score -2283263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2283265.500000 Penalty: 5070.155273
	Iteration 32Q: 3 clusters Score -2283266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -2283265.500000 Penalty: 5070.155273
	Iteration 33F: 3 clusters Score -2283266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Entering Unmasked Estep 
Score: -1540095.375000 Penalty: 2452.429932
	Iteration 0F: 2 clusters Score -1540095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1526153.625000 Penalty: 4904.859863
	Iteration 0F: 3 clusters Score -1526154 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1530661.750000 Penalty: 4904.859863
	Iteration 1F: 3 clusters Score -1530662 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1531105.125000 Penalty: 4904.859863
	Iteration 2F: 3 clusters Score -1531105 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1531513.250000 Penalty: 4904.859863
	Iteration 3Q: 3 clusters Score -1531513 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1531865.125000 Penalty: 4904.859863
	Iteration 4Q: 3 clusters Score -1531865 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1532191.375000 Penalty: 4904.859863
	Iteration 5Q: 3 clusters Score -1532191 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1532536.875000 Penalty: 4904.859863
	Iteration 6Q: 3 clusters Score -1532537 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1532920.375000 Penalty: 4904.859863
	Iteration 7Q: 3 clusters Score -1532920 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1533379.000000 Penalty: 4904.859863
	Iteration 8Q: 3 clusters Score -1533379 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1533921.500000 Penalty: 4904.859863
	Iteration 9Q: 3 clusters Score -1533922 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1534516.250000 Penalty: 4904.859863
	Iteration 10Q: 3 clusters Score -1534516 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1535106.875000 Penalty: 4904.859863
	Iteration 11Q: 3 clusters Score -1535107 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1535619.375000 Penalty: 4904.859863
	Iteration 12Q: 3 clusters Score -1535619 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1536056.000000 Penalty: 4904.859863
	Iteration 13Q: 3 clusters Score -1536056 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1536370.500000 Penalty: 4904.859863
	Iteration 14Q: 3 clusters Score -1536370 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1536556.250000 Penalty: 4904.859863
	Iteration 15Q: 3 clusters Score -1536556 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1536686.500000 Penalty: 4904.859863
	Iteration 16Q: 3 clusters Score -1536686 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1536775.875000 Penalty: 4904.859863
	Iteration 17Q: 3 clusters Score -1536776 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1536841.125000 Penalty: 4904.859863
	Iteration 18Q: 3 clusters Score -1536841 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1536890.000000 Penalty: 4904.859863
	Iteration 19Q: 3 clusters Score -1536890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1536920.750000 Penalty: 4904.859863
	Iteration 20F: 3 clusters Score -1536921 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1536948.375000 Penalty: 4904.859863
	Iteration 21Q: 3 clusters Score -1536948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1536965.750000 Penalty: 4904.859863
	Iteration 22Q: 3 clusters Score -1536966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1536992.375000 Penalty: 4904.859863
	Iteration 23Q: 3 clusters Score -1536992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1537011.750000 Penalty: 4904.859863
	Iteration 24Q: 3 clusters Score -1537012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1537023.000000 Penalty: 4904.859863
	Iteration 25Q: 3 clusters Score -1537023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1537043.375000 Penalty: 4904.859863
	Iteration 26Q: 3 clusters Score -1537043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1537057.000000 Penalty: 4904.859863
	Iteration 27Q: 3 clusters Score -1537057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1537071.125000 Penalty: 4904.859863
	Iteration 28Q: 3 clusters Score -1537071 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1537089.625000 Penalty: 4904.859863
	Iteration 29Q: 3 clusters Score -1537090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1537105.375000 Penalty: 4904.859863
	Iteration 30Q: 3 clusters Score -1537105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1537114.875000 Penalty: 4904.859863
	Iteration 31Q: 3 clusters Score -1537115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1537140.250000 Penalty: 4904.859863
	Iteration 32Q: 3 clusters Score -1537140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1537149.500000 Penalty: 4904.859863
	Iteration 33Q: 3 clusters Score -1537150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1537168.375000 Penalty: 4904.859863
	Iteration 34Q: 3 clusters Score -1537168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1537189.750000 Penalty: 4904.859863
	Iteration 35Q: 3 clusters Score -1537190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1537214.625000 Penalty: 4904.859863
	Iteration 36Q: 3 clusters Score -1537215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1537245.500000 Penalty: 4904.859863
	Iteration 37Q: 3 clusters Score -1537246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1537269.625000 Penalty: 4904.859863
	Iteration 38Q: 3 clusters Score -1537270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1537288.250000 Penalty: 4904.859863
	Iteration 39Q: 3 clusters Score -1537288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1537301.750000 Penalty: 4904.859863
	Iteration 40F: 3 clusters Score -1537302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1537316.750000 Penalty: 4904.859863
	Iteration 41Q: 3 clusters Score -1537317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1537331.375000 Penalty: 4904.859863
	Iteration 42Q: 3 clusters Score -1537331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1537337.625000 Penalty: 4904.859863
	Iteration 43Q: 3 clusters Score -1537338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1537340.000000 Penalty: 4904.859863
	Iteration 44Q: 3 clusters Score -1537340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1537346.625000 Penalty: 4904.859863
	Iteration 45Q: 3 clusters Score -1537347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1537353.750000 Penalty: 4904.859863
	Iteration 46Q: 3 clusters Score -1537354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1537358.875000 Penalty: 4904.859863
	Iteration 47Q: 3 clusters Score -1537359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1537362.000000 Penalty: 4904.859863
	Iteration 48Q: 3 clusters Score -1537362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1537359.375000 Penalty: 4904.859863
	Iteration 49Q: 3 clusters Score -1537359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1537360.500000 Penalty: 4904.859863
	Iteration 50Q: 3 clusters Score -1537360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1537361.125000 Penalty: 4904.859863
	Iteration 51Q: 3 clusters Score -1537361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1537364.500000 Penalty: 4904.859863
	Iteration 52Q: 3 clusters Score -1537364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1537366.625000 Penalty: 4904.859863
	Iteration 53Q: 3 clusters Score -1537367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1537366.375000 Penalty: 4904.859863
	Iteration 54Q: 3 clusters Score -1537366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1537364.375000 Penalty: 4904.859863
	Iteration 55Q: 3 clusters Score -1537364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1537371.250000 Penalty: 4904.859863
	Iteration 56Q: 3 clusters Score -1537371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1537368.500000 Penalty: 4904.859863
	Iteration 57Q: 3 clusters Score -1537368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1537368.750000 Penalty: 4904.859863
	Iteration 58Q: 3 clusters Score -1537369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1537368.250000 Penalty: 4904.859863
	Iteration 59Q: 3 clusters Score -1537368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1537374.250000 Penalty: 4904.859863
	Iteration 60F: 3 clusters Score -1537374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1537377.875000 Penalty: 4904.859863
	Iteration 61Q: 3 clusters Score -1537378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1537380.125000 Penalty: 4904.859863
	Iteration 62Q: 3 clusters Score -1537380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1537381.625000 Penalty: 4904.859863
	Iteration 63Q: 3 clusters Score -1537382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1537377.250000 Penalty: 4904.859863
	Iteration 64Q: 3 clusters Score -1537377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1537379.250000 Penalty: 4904.859863
	Iteration 65Q: 3 clusters Score -1537379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1537378.375000 Penalty: 4904.859863
	Iteration 66Q: 3 clusters Score -1537378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1537381.000000 Penalty: 4904.859863
	Iteration 67Q: 3 clusters Score -1537381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1537383.750000 Penalty: 4904.859863
	Iteration 68Q: 3 clusters Score -1537384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1537380.500000 Penalty: 4904.859863
	Iteration 69Q: 3 clusters Score -1537380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1537384.000000 Penalty: 4904.859863
	Iteration 70Q: 3 clusters Score -1537384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1537388.000000 Penalty: 4904.859863
	Iteration 71Q: 3 clusters Score -1537388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1537385.500000 Penalty: 4904.859863
	Iteration 72Q: 3 clusters Score -1537386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1537387.875000 Penalty: 4904.859863
	Iteration 73Q: 3 clusters Score -1537388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1537387.375000 Penalty: 4904.859863
	Iteration 74Q: 3 clusters Score -1537387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1537387.000000 Penalty: 4904.859863
	Iteration 75Q: 3 clusters Score -1537387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1537385.375000 Penalty: 4904.859863
	Iteration 76Q: 3 clusters Score -1537385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1537384.875000 Penalty: 4904.859863
	Iteration 77Q: 3 clusters Score -1537385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1537381.875000 Penalty: 4904.859863
	Iteration 78Q: 3 clusters Score -1537382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1537386.125000 Penalty: 4904.859863
	Iteration 79Q: 3 clusters Score -1537386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1537388.000000 Penalty: 4904.859863
	Iteration 80F: 3 clusters Score -1537388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1537389.875000 Penalty: 4904.859863
	Iteration 81Q: 3 clusters Score -1537390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1537391.750000 Penalty: 4904.859863
	Iteration 82Q: 3 clusters Score -1537392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1537386.875000 Penalty: 4904.859863
	Iteration 83Q: 3 clusters Score -1537387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1537389.375000 Penalty: 4904.859863
	Iteration 84Q: 3 clusters Score -1537389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1537389.625000 Penalty: 4904.859863
	Iteration 85Q: 3 clusters Score -1537390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1537391.500000 Penalty: 4904.859863
	Iteration 86Q: 3 clusters Score -1537392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1537392.250000 Penalty: 4904.859863
	Iteration 87Q: 3 clusters Score -1537392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1537391.000000 Penalty: 4904.859863
	Iteration 88Q: 3 clusters Score -1537391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1537393.875000 Penalty: 4904.859863
	Iteration 89Q: 3 clusters Score -1537394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1537395.000000 Penalty: 4904.859863
	Iteration 90Q: 3 clusters Score -1537395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1537394.000000 Penalty: 4904.859863
	Iteration 91Q: 3 clusters Score -1537394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1537391.625000 Penalty: 4904.859863
	Iteration 92Q: 3 clusters Score -1537392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1537393.250000 Penalty: 4904.859863
	Iteration 93Q: 3 clusters Score -1537393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1537393.250000 Penalty: 4904.859863
	Iteration 94Q: 3 clusters Score -1537393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1537393.250000 Penalty: 4904.859863
	Iteration 95F: 3 clusters Score -1537393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Entering Unmasked Estep 
Score: -1421467.750000 Penalty: 2460.708252
	Iteration 0F: 2 clusters Score -1421468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1407059.750000 Penalty: 4921.416504
	Iteration 0F: 3 clusters Score -1407060 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1412029.625000 Penalty: 4921.416504
	Iteration 1F: 3 clusters Score -1412030 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1412470.875000 Penalty: 4921.416504
	Iteration 2F: 3 clusters Score -1412471 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1412843.750000 Penalty: 4921.416504
	Iteration 3Q: 3 clusters Score -1412844 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1413169.625000 Penalty: 4921.416504
	Iteration 4Q: 3 clusters Score -1413170 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1413486.750000 Penalty: 4921.416504
	Iteration 5Q: 3 clusters Score -1413487 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1413851.750000 Penalty: 4921.416504
	Iteration 6Q: 3 clusters Score -1413852 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1414266.125000 Penalty: 4921.416504
	Iteration 7Q: 3 clusters Score -1414266 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1414706.250000 Penalty: 4921.416504
	Iteration 8Q: 3 clusters Score -1414706 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1415180.250000 Penalty: 4921.416504
	Iteration 9Q: 3 clusters Score -1415180 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1415637.125000 Penalty: 4921.416504
	Iteration 10Q: 3 clusters Score -1415637 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1416067.250000 Penalty: 4921.416504
	Iteration 11Q: 3 clusters Score -1416067 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1416520.375000 Penalty: 4921.416504
	Iteration 12Q: 3 clusters Score -1416520 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1416960.375000 Penalty: 4921.416504
	Iteration 13Q: 3 clusters Score -1416960 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1417357.250000 Penalty: 4921.416504
	Iteration 14Q: 3 clusters Score -1417357 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1417686.375000 Penalty: 4921.416504
	Iteration 15Q: 3 clusters Score -1417686 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1417941.875000 Penalty: 4921.416504
	Iteration 16Q: 3 clusters Score -1417942 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1418174.875000 Penalty: 4921.416504
	Iteration 17Q: 3 clusters Score -1418175 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1418389.375000 Penalty: 4921.416504
	Iteration 18Q: 3 clusters Score -1418389 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1418525.625000 Penalty: 4921.416504
	Iteration 19Q: 3 clusters Score -1418526 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1418625.125000 Penalty: 4921.416504
	Iteration 20F: 3 clusters Score -1418625 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1418715.625000 Penalty: 4921.416504
	Iteration 21Q: 3 clusters Score -1418716 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1418791.875000 Penalty: 4921.416504
	Iteration 22Q: 3 clusters Score -1418792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1418851.875000 Penalty: 4921.416504
	Iteration 23Q: 3 clusters Score -1418852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1418913.625000 Penalty: 4921.416504
	Iteration 24Q: 3 clusters Score -1418914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1418981.000000 Penalty: 4921.416504
	Iteration 25Q: 3 clusters Score -1418981 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1419030.125000 Penalty: 4921.416504
	Iteration 26Q: 3 clusters Score -1419030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1419068.375000 Penalty: 4921.416504
	Iteration 27Q: 3 clusters Score -1419068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1419100.625000 Penalty: 4921.416504
	Iteration 28Q: 3 clusters Score -1419101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1419144.375000 Penalty: 4921.416504
	Iteration 29Q: 3 clusters Score -1419144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1419172.625000 Penalty: 4921.416504
	Iteration 30Q: 3 clusters Score -1419173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1419197.500000 Penalty: 4921.416504
	Iteration 31Q: 3 clusters Score -1419198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1419223.625000 Penalty: 4921.416504
	Iteration 32Q: 3 clusters Score -1419224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1419243.625000 Penalty: 4921.416504
	Iteration 33Q: 3 clusters Score -1419244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1419257.625000 Penalty: 4921.416504
	Iteration 34Q: 3 clusters Score -1419258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1419283.500000 Penalty: 4921.416504
	Iteration 35Q: 3 clusters Score -1419284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1419291.125000 Penalty: 4921.416504
	Iteration 36Q: 3 clusters Score -1419291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1419298.125000 Penalty: 4921.416504
	Iteration 37Q: 3 clusters Score -1419298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1419310.375000 Penalty: 4921.416504
	Iteration 38Q: 3 clusters Score -1419310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1419315.125000 Penalty: 4921.416504
	Iteration 39Q: 3 clusters Score -1419315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1419325.625000 Penalty: 4921.416504
	Iteration 40F: 3 clusters Score -1419326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1419332.750000 Penalty: 4921.416504
	Iteration 41Q: 3 clusters Score -1419333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1419342.750000 Penalty: 4921.416504
	Iteration 42Q: 3 clusters Score -1419343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1419359.750000 Penalty: 4921.416504
	Iteration 43Q: 3 clusters Score -1419360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1419366.875000 Penalty: 4921.416504
	Iteration 44Q: 3 clusters Score -1419367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1419375.375000 Penalty: 4921.416504
	Iteration 45Q: 3 clusters Score -1419375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1419381.875000 Penalty: 4921.416504
	Iteration 46Q: 3 clusters Score -1419382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1419389.125000 Penalty: 4921.416504
	Iteration 47Q: 3 clusters Score -1419389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1419391.625000 Penalty: 4921.416504
	Iteration 48Q: 3 clusters Score -1419392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1419397.000000 Penalty: 4921.416504
	Iteration 49Q: 3 clusters Score -1419397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1419399.125000 Penalty: 4921.416504
	Iteration 50Q: 3 clusters Score -1419399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1419404.375000 Penalty: 4921.416504
	Iteration 51Q: 3 clusters Score -1419404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1419404.500000 Penalty: 4921.416504
	Iteration 52Q: 3 clusters Score -1419404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1419406.375000 Penalty: 4921.416504
	Iteration 53Q: 3 clusters Score -1419406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1419409.250000 Penalty: 4921.416504
	Iteration 54Q: 3 clusters Score -1419409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1419412.125000 Penalty: 4921.416504
	Iteration 55Q: 3 clusters Score -1419412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1419414.875000 Penalty: 4921.416504
	Iteration 56Q: 3 clusters Score -1419415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1419416.625000 Penalty: 4921.416504
	Iteration 57Q: 3 clusters Score -1419417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1419420.875000 Penalty: 4921.416504
	Iteration 58Q: 3 clusters Score -1419421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1419425.000000 Penalty: 4921.416504
	Iteration 59Q: 3 clusters Score -1419425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1419424.875000 Penalty: 4921.416504
	Iteration 60F: 3 clusters Score -1419425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1419428.250000 Penalty: 4921.416504
	Iteration 61Q: 3 clusters Score -1419428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1419428.750000 Penalty: 4921.416504
	Iteration 62Q: 3 clusters Score -1419429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1419432.500000 Penalty: 4921.416504
	Iteration 63Q: 3 clusters Score -1419432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1419436.000000 Penalty: 4921.416504
	Iteration 64Q: 3 clusters Score -1419436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1419435.500000 Penalty: 4921.416504
	Iteration 65Q: 3 clusters Score -1419436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1419435.500000 Penalty: 4921.416504
	Iteration 66Q: 3 clusters Score -1419436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1419435.000000 Penalty: 4921.416504
	Iteration 67Q: 3 clusters Score -1419435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1419439.375000 Penalty: 4921.416504
	Iteration 68Q: 3 clusters Score -1419439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1419440.375000 Penalty: 4921.416504
	Iteration 69Q: 3 clusters Score -1419440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1419445.625000 Penalty: 4921.416504
	Iteration 70Q: 3 clusters Score -1419446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1419449.875000 Penalty: 4921.416504
	Iteration 71Q: 3 clusters Score -1419450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1419454.125000 Penalty: 4921.416504
	Iteration 72Q: 3 clusters Score -1419454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1419462.375000 Penalty: 4921.416504
	Iteration 73Q: 3 clusters Score -1419462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1419461.625000 Penalty: 4921.416504
	Iteration 74Q: 3 clusters Score -1419462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1419465.125000 Penalty: 4921.416504
	Iteration 75Q: 3 clusters Score -1419465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1419465.875000 Penalty: 4921.416504
	Iteration 76Q: 3 clusters Score -1419466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1419466.500000 Penalty: 4921.416504
	Iteration 77Q: 3 clusters Score -1419466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1419468.500000 Penalty: 4921.416504
	Iteration 78Q: 3 clusters Score -1419468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1419472.000000 Penalty: 4921.416504
	Iteration 79Q: 3 clusters Score -1419472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1419473.750000 Penalty: 4921.416504
	Iteration 80F: 3 clusters Score -1419474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1419480.500000 Penalty: 4921.416504
	Iteration 81Q: 3 clusters Score -1419480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1419482.875000 Penalty: 4921.416504
	Iteration 82Q: 3 clusters Score -1419483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1419484.750000 Penalty: 4921.416504
	Iteration 83Q: 3 clusters Score -1419485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1419492.000000 Penalty: 4921.416504
	Iteration 84Q: 3 clusters Score -1419492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1419495.250000 Penalty: 4921.416504
	Iteration 85Q: 3 clusters Score -1419495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1419494.875000 Penalty: 4921.416504
	Iteration 86Q: 3 clusters Score -1419495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1419501.250000 Penalty: 4921.416504
	Iteration 87Q: 3 clusters Score -1419501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1419504.125000 Penalty: 4921.416504
	Iteration 88Q: 3 clusters Score -1419504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1419504.625000 Penalty: 4921.416504
	Iteration 89Q: 3 clusters Score -1419505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1419503.000000 Penalty: 4921.416504
	Iteration 90Q: 3 clusters Score -1419503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1419507.375000 Penalty: 4921.416504
	Iteration 91Q: 3 clusters Score -1419507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1419516.250000 Penalty: 4921.416504
	Iteration 92Q: 3 clusters Score -1419516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1419520.000000 Penalty: 4921.416504
	Iteration 93Q: 3 clusters Score -1419520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1419522.875000 Penalty: 4921.416504
	Iteration 94Q: 3 clusters Score -1419523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1419528.750000 Penalty: 4921.416504
	Iteration 95Q: 3 clusters Score -1419529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1419529.375000 Penalty: 4921.416504
	Iteration 96Q: 3 clusters Score -1419529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1419536.875000 Penalty: 4921.416504
	Iteration 97Q: 3 clusters Score -1419537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1419537.000000 Penalty: 4921.416504
	Iteration 98Q: 3 clusters Score -1419537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1419535.750000 Penalty: 4921.416504
	Iteration 99Q: 3 clusters Score -1419536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1419537.250000 Penalty: 4921.416504
	Iteration 100F: 3 clusters Score -1419537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1419536.625000 Penalty: 4921.416504
	Iteration 101Q: 3 clusters Score -1419537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1419537.500000 Penalty: 4921.416504
	Iteration 102Q: 3 clusters Score -1419538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1419537.750000 Penalty: 4921.416504
	Iteration 103Q: 3 clusters Score -1419538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1419541.750000 Penalty: 4921.416504
	Iteration 104Q: 3 clusters Score -1419542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1419542.250000 Penalty: 4921.416504
	Iteration 105Q: 3 clusters Score -1419542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1419546.875000 Penalty: 4921.416504
	Iteration 106Q: 3 clusters Score -1419547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1419545.875000 Penalty: 4921.416504
	Iteration 107Q: 3 clusters Score -1419546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1419545.875000 Penalty: 4921.416504
	Iteration 108F: 3 clusters Score -1419546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Entering Unmasked Estep 
Score: -2902009.000000 Penalty: 2595.069092
	Iteration 0F: 2 clusters Score -2902009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2878137.750000 Penalty: 5190.138184
	Iteration 0F: 3 clusters Score -2878138 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2886845.250000 Penalty: 5190.138184
	Iteration 1F: 3 clusters Score -2886845 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2887458.750000 Penalty: 5190.138184
	Iteration 2Q: 3 clusters Score -2887459 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2888119.000000 Penalty: 5190.138184
	Iteration 3Q: 3 clusters Score -2888119 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2888775.750000 Penalty: 5190.138184
	Iteration 4Q: 3 clusters Score -2888776 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2889512.750000 Penalty: 5190.138184
	Iteration 5Q: 3 clusters Score -2889513 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2890325.000000 Penalty: 5190.138184
	Iteration 6Q: 3 clusters Score -2890325 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2891227.750000 Penalty: 5190.138184
	Iteration 7Q: 3 clusters Score -2891228 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2892170.000000 Penalty: 5190.138184
	Iteration 8Q: 3 clusters Score -2892170 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2893197.750000 Penalty: 5190.138184
	Iteration 9Q: 3 clusters Score -2893198 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2894184.000000 Penalty: 5190.138184
	Iteration 10Q: 3 clusters Score -2894184 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2894943.500000 Penalty: 5190.138184
	Iteration 11Q: 3 clusters Score -2894944 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2895468.250000 Penalty: 5190.138184
	Iteration 12Q: 3 clusters Score -2895468 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2895784.500000 Penalty: 5190.138184
	Iteration 13Q: 3 clusters Score -2895784 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2895989.250000 Penalty: 5190.138184
	Iteration 14Q: 3 clusters Score -2895989 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2896132.750000 Penalty: 5190.138184
	Iteration 15Q: 3 clusters Score -2896133 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2896254.500000 Penalty: 5190.138184
	Iteration 16Q: 3 clusters Score -2896254 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2896341.750000 Penalty: 5190.138184
	Iteration 17Q: 3 clusters Score -2896342 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2896426.750000 Penalty: 5190.138184
	Iteration 18Q: 3 clusters Score -2896427 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2896522.250000 Penalty: 5190.138184
	Iteration 19Q: 3 clusters Score -2896522 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2896616.750000 Penalty: 5190.138184
	Iteration 20F: 3 clusters Score -2896617 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2896730.750000 Penalty: 5190.138184
	Iteration 21Q: 3 clusters Score -2896731 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2896818.250000 Penalty: 5190.138184
	Iteration 22Q: 3 clusters Score -2896818 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2896915.000000 Penalty: 5190.138184
	Iteration 23Q: 3 clusters Score -2896915 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2897019.000000 Penalty: 5190.138184
	Iteration 24Q: 3 clusters Score -2897019 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2897107.750000 Penalty: 5190.138184
	Iteration 25Q: 3 clusters Score -2897108 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2897206.250000 Penalty: 5190.138184
	Iteration 26Q: 3 clusters Score -2897206 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2897353.750000 Penalty: 5190.138184
	Iteration 27Q: 3 clusters Score -2897354 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2897479.250000 Penalty: 5190.138184
	Iteration 28Q: 3 clusters Score -2897479 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2897627.000000 Penalty: 5190.138184
	Iteration 29Q: 3 clusters Score -2897627 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2897762.500000 Penalty: 5190.138184
	Iteration 30Q: 3 clusters Score -2897762 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2897902.000000 Penalty: 5190.138184
	Iteration 31Q: 3 clusters Score -2897902 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2898056.250000 Penalty: 5190.138184
	Iteration 32Q: 3 clusters Score -2898056 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2898187.250000 Penalty: 5190.138184
	Iteration 33Q: 3 clusters Score -2898187 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2898340.500000 Penalty: 5190.138184
	Iteration 34Q: 3 clusters Score -2898340 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2898497.000000 Penalty: 5190.138184
	Iteration 35Q: 3 clusters Score -2898497 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2898641.750000 Penalty: 5190.138184
	Iteration 36Q: 3 clusters Score -2898642 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2898759.750000 Penalty: 5190.138184
	Iteration 37Q: 3 clusters Score -2898760 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2898878.250000 Penalty: 5190.138184
	Iteration 38Q: 3 clusters Score -2898878 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2899011.250000 Penalty: 5190.138184
	Iteration 39Q: 3 clusters Score -2899011 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2899130.750000 Penalty: 5190.138184
	Iteration 40F: 3 clusters Score -2899131 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2899217.250000 Penalty: 5190.138184
	Iteration 41Q: 3 clusters Score -2899217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2899301.250000 Penalty: 5190.138184
	Iteration 42Q: 3 clusters Score -2899301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2899374.750000 Penalty: 5190.138184
	Iteration 43Q: 3 clusters Score -2899375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2899436.000000 Penalty: 5190.138184
	Iteration 44Q: 3 clusters Score -2899436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2899493.250000 Penalty: 5190.138184
	Iteration 45Q: 3 clusters Score -2899493 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2899530.250000 Penalty: 5190.138184
	Iteration 46Q: 3 clusters Score -2899530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2899563.250000 Penalty: 5190.138184
	Iteration 47Q: 3 clusters Score -2899563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2899583.750000 Penalty: 5190.138184
	Iteration 48Q: 3 clusters Score -2899584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2899610.500000 Penalty: 5190.138184
	Iteration 49Q: 3 clusters Score -2899610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2899627.250000 Penalty: 5190.138184
	Iteration 50Q: 3 clusters Score -2899627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2899640.750000 Penalty: 5190.138184
	Iteration 51Q: 3 clusters Score -2899641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2899659.000000 Penalty: 5190.138184
	Iteration 52Q: 3 clusters Score -2899659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2899676.250000 Penalty: 5190.138184
	Iteration 53Q: 3 clusters Score -2899676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2899682.750000 Penalty: 5190.138184
	Iteration 54Q: 3 clusters Score -2899683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2899690.000000 Penalty: 5190.138184
	Iteration 55Q: 3 clusters Score -2899690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2899703.750000 Penalty: 5190.138184
	Iteration 56Q: 3 clusters Score -2899704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2899711.000000 Penalty: 5190.138184
	Iteration 57Q: 3 clusters Score -2899711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2899715.000000 Penalty: 5190.138184
	Iteration 58Q: 3 clusters Score -2899715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2899725.000000 Penalty: 5190.138184
	Iteration 59Q: 3 clusters Score -2899725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2899726.000000 Penalty: 5190.138184
	Iteration 60F: 3 clusters Score -2899726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2899731.250000 Penalty: 5190.138184
	Iteration 61Q: 3 clusters Score -2899731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2899735.000000 Penalty: 5190.138184
	Iteration 62Q: 3 clusters Score -2899735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2899737.250000 Penalty: 5190.138184
	Iteration 63Q: 3 clusters Score -2899737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2899743.000000 Penalty: 5190.138184
	Iteration 64Q: 3 clusters Score -2899743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2899751.500000 Penalty: 5190.138184
	Iteration 65Q: 3 clusters Score -2899752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2899750.250000 Penalty: 5190.138184
	Iteration 66Q: 3 clusters Score -2899750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2899752.000000 Penalty: 5190.138184
	Iteration 67Q: 3 clusters Score -2899752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2899754.250000 Penalty: 5190.138184
	Iteration 68Q: 3 clusters Score -2899754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2899754.500000 Penalty: 5190.138184
	Iteration 69Q: 3 clusters Score -2899754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2899757.000000 Penalty: 5190.138184
	Iteration 70Q: 3 clusters Score -2899757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2899761.500000 Penalty: 5190.138184
	Iteration 71Q: 3 clusters Score -2899762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2899763.000000 Penalty: 5190.138184
	Iteration 72Q: 3 clusters Score -2899763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2899763.000000 Penalty: 5190.138184
	Iteration 73Q: 3 clusters Score -2899763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2899763.000000 Penalty: 5190.138184
	Iteration 74F: 3 clusters Score -2899763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Entering Unmasked Estep 
Score: -515485.468750 Penalty: 2176.604248
	Iteration 0F: 2 clusters Score -515485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -510039.468750 Penalty: 4353.208496
	Iteration 0F: 3 clusters Score -510039.5 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -511504.187500 Penalty: 4353.208496
	Iteration 1F: 3 clusters Score -511504.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -511906.218750 Penalty: 4353.208496
	Iteration 2F: 3 clusters Score -511906.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -512356.062500 Penalty: 4353.208496
	Iteration 3F: 3 clusters Score -512356.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -512827.562500 Penalty: 4353.208496
	Iteration 4F: 3 clusters Score -512827.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -513221.718750 Penalty: 4353.208496
	Iteration 5F: 3 clusters Score -513221.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -513512.093750 Penalty: 4353.208496
	Iteration 6F: 3 clusters Score -513512.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -513717.000000 Penalty: 4353.208496
	Iteration 7Q: 3 clusters Score -513717 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -513849.531250 Penalty: 4353.208496
	Iteration 8Q: 3 clusters Score -513849.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -513948.281250 Penalty: 4353.208496
	Iteration 9Q: 3 clusters Score -513948.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -514035.156250 Penalty: 4353.208496
	Iteration 10Q: 3 clusters Score -514035.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -514092.250000 Penalty: 4353.208496
	Iteration 11Q: 3 clusters Score -514092.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -514145.312500 Penalty: 4353.208496
	Iteration 12Q: 3 clusters Score -514145.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -514176.218750 Penalty: 4353.208496
	Iteration 13Q: 3 clusters Score -514176.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -514207.531250 Penalty: 4353.208496
	Iteration 14Q: 3 clusters Score -514207.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -514237.500000 Penalty: 4353.208496
	Iteration 15Q: 3 clusters Score -514237.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -514258.187500 Penalty: 4353.208496
	Iteration 16Q: 3 clusters Score -514258.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -514278.875000 Penalty: 4353.208496
	Iteration 17Q: 3 clusters Score -514278.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -514297.906250 Penalty: 4353.208496
	Iteration 18Q: 3 clusters Score -514297.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -514316.281250 Penalty: 4353.208496
	Iteration 19Q: 3 clusters Score -514316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -514329.468750 Penalty: 4353.208496
	Iteration 20F: 3 clusters Score -514329.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -514342.500000 Penalty: 4353.208496
	Iteration 21Q: 3 clusters Score -514342.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -514353.187500 Penalty: 4353.208496
	Iteration 22Q: 3 clusters Score -514353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -514356.437500 Penalty: 4353.208496
	Iteration 23Q: 3 clusters Score -514356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -514362.531250 Penalty: 4353.208496
	Iteration 24Q: 3 clusters Score -514362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -514368.968750 Penalty: 4353.208496
	Iteration 25Q: 3 clusters Score -514369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -514372.937500 Penalty: 4353.208496
	Iteration 26Q: 3 clusters Score -514372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -514376.406250 Penalty: 4353.208496
	Iteration 27Q: 3 clusters Score -514376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -514378.875000 Penalty: 4353.208496
	Iteration 28Q: 3 clusters Score -514378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -514378.875000 Penalty: 4353.208496
	Iteration 29Q: 3 clusters Score -514378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -514379.468750 Penalty: 4353.208496
	Iteration 30Q: 3 clusters Score -514379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -514379.968750 Penalty: 4353.208496
	Iteration 31Q: 3 clusters Score -514380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -514379.968750 Penalty: 4353.208496
	Iteration 32F: 3 clusters Score -514380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Entering Unmasked Estep 
Score: -633256.812500 Penalty: 2228.576660
	Iteration 0F: 2 clusters Score -633256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -626808.062500 Penalty: 4457.153320
	Iteration 0F: 3 clusters Score -626808.1 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -628596.312500 Penalty: 4457.153320
	Iteration 1F: 3 clusters Score -628596.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -628874.687500 Penalty: 4457.153320
	Iteration 2F: 3 clusters Score -628874.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -629094.625000 Penalty: 4457.153320
	Iteration 3F: 3 clusters Score -629094.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -629302.687500 Penalty: 4457.153320
	Iteration 4Q: 3 clusters Score -629302.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -629513.812500 Penalty: 4457.153320
	Iteration 5Q: 3 clusters Score -629513.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -629748.625000 Penalty: 4457.153320
	Iteration 6Q: 3 clusters Score -629748.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -629998.500000 Penalty: 4457.153320
	Iteration 7Q: 3 clusters Score -629998.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -630270.625000 Penalty: 4457.153320
	Iteration 8Q: 3 clusters Score -630270.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -630567.562500 Penalty: 4457.153320
	Iteration 9Q: 3 clusters Score -630567.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -630870.625000 Penalty: 4457.153320
	Iteration 10Q: 3 clusters Score -630870.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -631104.312500 Penalty: 4457.153320
	Iteration 11Q: 3 clusters Score -631104.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -631293.937500 Penalty: 4457.153320
	Iteration 12Q: 3 clusters Score -631293.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -631412.250000 Penalty: 4457.153320
	Iteration 13Q: 3 clusters Score -631412.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -631490.187500 Penalty: 4457.153320
	Iteration 14Q: 3 clusters Score -631490.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -631546.000000 Penalty: 4457.153320
	Iteration 15Q: 3 clusters Score -631546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -631577.312500 Penalty: 4457.153320
	Iteration 16Q: 3 clusters Score -631577.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -631598.437500 Penalty: 4457.153320
	Iteration 17Q: 3 clusters Score -631598.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -631614.625000 Penalty: 4457.153320
	Iteration 18Q: 3 clusters Score -631614.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -631624.437500 Penalty: 4457.153320
	Iteration 19Q: 3 clusters Score -631624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -631628.187500 Penalty: 4457.153320
	Iteration 20F: 3 clusters Score -631628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -631629.000000 Penalty: 4457.153320
	Iteration 21Q: 3 clusters Score -631629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -631631.750000 Penalty: 4457.153320
	Iteration 22Q: 3 clusters Score -631631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -631636.562500 Penalty: 4457.153320
	Iteration 23Q: 3 clusters Score -631636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -631642.500000 Penalty: 4457.153320
	Iteration 24Q: 3 clusters Score -631642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -631649.000000 Penalty: 4457.153320
	Iteration 25Q: 3 clusters Score -631649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -631654.812500 Penalty: 4457.153320
	Iteration 26Q: 3 clusters Score -631654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -631656.875000 Penalty: 4457.153320
	Iteration 27Q: 3 clusters Score -631656.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -631660.000000 Penalty: 4457.153320
	Iteration 28Q: 3 clusters Score -631660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -631663.812500 Penalty: 4457.153320
	Iteration 29Q: 3 clusters Score -631663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -631663.562500 Penalty: 4457.153320
	Iteration 30Q: 3 clusters Score -631663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -631665.312500 Penalty: 4457.153320
	Iteration 31Q: 3 clusters Score -631665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -631669.062500 Penalty: 4457.153320
	Iteration 32Q: 3 clusters Score -631669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -631670.500000 Penalty: 4457.153320
	Iteration 33Q: 3 clusters Score -631670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -631670.437500 Penalty: 4457.153320
	Iteration 34Q: 3 clusters Score -631670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -631670.437500 Penalty: 4457.153320
	Iteration 35F: 3 clusters Score -631670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -300619.625000 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -300619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -296957.593750 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -296957.6 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -297693.843750 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -297693.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -297846.187500 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -297846.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -297934.031250 Penalty: 4071.141602
	Iteration 3Q: 3 clusters Score -297934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -297986.093750 Penalty: 4071.141602
	Iteration 4Q: 3 clusters Score -297986.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -298027.125000 Penalty: 4071.141602
	Iteration 5Q: 3 clusters Score -298027.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -298057.843750 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -298057.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -298084.562500 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -298084.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -298112.500000 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -298112.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -298128.875000 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -298128.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -298142.687500 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -298142.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -298155.531250 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -298155.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -298167.937500 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -298167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -298175.562500 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -298175.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -298183.750000 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -298183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -298189.343750 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -298189.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -298195.625000 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -298195.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -298199.562500 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -298199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -298203.406250 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -298203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -298206.156250 Penalty: 4071.141602
	Iteration 19Q: 3 clusters Score -298206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -298209.250000 Penalty: 4071.141602
	Iteration 20F: 3 clusters Score -298209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -298211.500000 Penalty: 4071.141602
	Iteration 21Q: 3 clusters Score -298211.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -298214.250000 Penalty: 4071.141602
	Iteration 22Q: 3 clusters Score -298214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -298217.125000 Penalty: 4071.141602
	Iteration 23Q: 3 clusters Score -298217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -298220.656250 Penalty: 4071.141602
	Iteration 24Q: 3 clusters Score -298220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -298221.875000 Penalty: 4071.141602
	Iteration 25Q: 3 clusters Score -298221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -298224.437500 Penalty: 4071.141602
	Iteration 26Q: 3 clusters Score -298224.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -298227.031250 Penalty: 4071.141602
	Iteration 27Q: 3 clusters Score -298227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -298228.625000 Penalty: 4071.141602
	Iteration 28Q: 3 clusters Score -298228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -298229.656250 Penalty: 4071.141602
	Iteration 29Q: 3 clusters Score -298229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298232.812500 Penalty: 4071.141602
	Iteration 30Q: 3 clusters Score -298232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298233.750000 Penalty: 4071.141602
	Iteration 31Q: 3 clusters Score -298233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298235.000000 Penalty: 4071.141602
	Iteration 32Q: 3 clusters Score -298235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -298237.312500 Penalty: 4071.141602
	Iteration 33Q: 3 clusters Score -298237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -298239.406250 Penalty: 4071.141602
	Iteration 34Q: 3 clusters Score -298239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -298240.531250 Penalty: 4071.141602
	Iteration 35Q: 3 clusters Score -298240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -298242.593750 Penalty: 4071.141602
	Iteration 36Q: 3 clusters Score -298242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298243.812500 Penalty: 4071.141602
	Iteration 37Q: 3 clusters Score -298243.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -298247.218750 Penalty: 4071.141602
	Iteration 38Q: 3 clusters Score -298247.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -298249.812500 Penalty: 4071.141602
	Iteration 39Q: 3 clusters Score -298249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -298251.437500 Penalty: 4071.141602
	Iteration 40F: 3 clusters Score -298251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -298254.031250 Penalty: 4071.141602
	Iteration 41Q: 3 clusters Score -298254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -298255.625000 Penalty: 4071.141602
	Iteration 42Q: 3 clusters Score -298255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -298256.562500 Penalty: 4071.141602
	Iteration 43Q: 3 clusters Score -298256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -298256.093750 Penalty: 4071.141602
	Iteration 44Q: 3 clusters Score -298256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -298256.406250 Penalty: 4071.141602
	Iteration 45Q: 3 clusters Score -298256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298256.968750 Penalty: 4071.141602
	Iteration 46Q: 3 clusters Score -298257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298256.906250 Penalty: 4071.141602
	Iteration 47Q: 3 clusters Score -298256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -298257.906250 Penalty: 4071.141602
	Iteration 48Q: 3 clusters Score -298257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -298258.406250 Penalty: 4071.141602
	Iteration 49Q: 3 clusters Score -298258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -298260.031250 Penalty: 4071.141602
	Iteration 50Q: 3 clusters Score -298260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -298260.656250 Penalty: 4071.141602
	Iteration 51Q: 3 clusters Score -298260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -298260.875000 Penalty: 4071.141602
	Iteration 52Q: 3 clusters Score -298260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -298261.156250 Penalty: 4071.141602
	Iteration 53Q: 3 clusters Score -298261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -298261.750000 Penalty: 4071.141602
	Iteration 54Q: 3 clusters Score -298261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -298263.281250 Penalty: 4071.141602
	Iteration 55Q: 3 clusters Score -298263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -298264.125000 Penalty: 4071.141602
	Iteration 56Q: 3 clusters Score -298264.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -298266.156250 Penalty: 4071.141602
	Iteration 57Q: 3 clusters Score -298266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -298268.875000 Penalty: 4071.141602
	Iteration 58Q: 3 clusters Score -298268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -298269.000000 Penalty: 4071.141602
	Iteration 59Q: 3 clusters Score -298269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -298269.156250 Penalty: 4071.141602
	Iteration 60F: 3 clusters Score -298269.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -298269.750000 Penalty: 4071.141602
	Iteration 61Q: 3 clusters Score -298269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -298270.625000 Penalty: 4071.141602
	Iteration 62Q: 3 clusters Score -298270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -298272.343750 Penalty: 4071.141602
	Iteration 63Q: 3 clusters Score -298272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -298272.718750 Penalty: 4071.141602
	Iteration 64Q: 3 clusters Score -298272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298273.000000 Penalty: 4071.141602
	Iteration 65Q: 3 clusters Score -298273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -298273.968750 Penalty: 4071.141602
	Iteration 66Q: 3 clusters Score -298274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -298273.968750 Penalty: 4071.141602
	Iteration 67F: 3 clusters Score -298274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Entering Unmasked Estep 
Score: -1626722.500000 Penalty: 2461.934570
	Iteration 0F: 2 clusters Score -1626722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1612369.500000 Penalty: 4923.869141
	Iteration 0F: 3 clusters Score -1612370 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1617149.375000 Penalty: 4923.869141
	Iteration 1F: 3 clusters Score -1617149 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1617629.125000 Penalty: 4923.869141
	Iteration 2F: 3 clusters Score -1617629 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1618073.375000 Penalty: 4923.869141
	Iteration 3F: 3 clusters Score -1618073 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1618496.875000 Penalty: 4923.869141
	Iteration 4Q: 3 clusters Score -1618497 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1618984.000000 Penalty: 4923.869141
	Iteration 5Q: 3 clusters Score -1618984 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1619600.250000 Penalty: 4923.869141
	Iteration 6F: 3 clusters Score -1619600 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1620342.750000 Penalty: 4923.869141
	Iteration 7F: 3 clusters Score -1620343 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1621179.000000 Penalty: 4923.869141
	Iteration 8F: 3 clusters Score -1621179 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1622039.000000 Penalty: 4923.869141
	Iteration 9Q: 3 clusters Score -1622039 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1622844.625000 Penalty: 4923.869141
	Iteration 10Q: 3 clusters Score -1622845 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1623460.375000 Penalty: 4923.869141
	Iteration 11Q: 3 clusters Score -1623460 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1623884.875000 Penalty: 4923.869141
	Iteration 12Q: 3 clusters Score -1623885 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1624102.750000 Penalty: 4923.869141
	Iteration 13Q: 3 clusters Score -1624103 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1624260.625000 Penalty: 4923.869141
	Iteration 14Q: 3 clusters Score -1624261 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1624372.750000 Penalty: 4923.869141
	Iteration 15Q: 3 clusters Score -1624373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1624456.250000 Penalty: 4923.869141
	Iteration 16Q: 3 clusters Score -1624456 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1624538.625000 Penalty: 4923.869141
	Iteration 17Q: 3 clusters Score -1624539 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1624604.125000 Penalty: 4923.869141
	Iteration 18Q: 3 clusters Score -1624604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1624656.250000 Penalty: 4923.869141
	Iteration 19Q: 3 clusters Score -1624656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1624702.375000 Penalty: 4923.869141
	Iteration 20F: 3 clusters Score -1624702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1624737.875000 Penalty: 4923.869141
	Iteration 21Q: 3 clusters Score -1624738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1624777.625000 Penalty: 4923.869141
	Iteration 22Q: 3 clusters Score -1624778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1624805.375000 Penalty: 4923.869141
	Iteration 23Q: 3 clusters Score -1624805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1624828.125000 Penalty: 4923.869141
	Iteration 24Q: 3 clusters Score -1624828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1624834.750000 Penalty: 4923.869141
	Iteration 25Q: 3 clusters Score -1624835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -1624851.625000 Penalty: 4923.869141
	Iteration 26Q: 3 clusters Score -1624852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1624862.000000 Penalty: 4923.869141
	Iteration 27Q: 3 clusters Score -1624862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1624876.500000 Penalty: 4923.869141
	Iteration 28Q: 3 clusters Score -1624876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1624883.000000 Penalty: 4923.869141
	Iteration 29Q: 3 clusters Score -1624883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1624891.250000 Penalty: 4923.869141
	Iteration 30Q: 3 clusters Score -1624891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1624893.125000 Penalty: 4923.869141
	Iteration 31Q: 3 clusters Score -1624893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1624901.250000 Penalty: 4923.869141
	Iteration 32Q: 3 clusters Score -1624901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1624902.125000 Penalty: 4923.869141
	Iteration 33Q: 3 clusters Score -1624902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1624906.500000 Penalty: 4923.869141
	Iteration 34Q: 3 clusters Score -1624906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1624906.250000 Penalty: 4923.869141
	Iteration 35Q: 3 clusters Score -1624906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1624905.750000 Penalty: 4923.869141
	Iteration 36Q: 3 clusters Score -1624906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1624907.250000 Penalty: 4923.869141
	Iteration 37Q: 3 clusters Score -1624907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1624907.500000 Penalty: 4923.869141
	Iteration 38Q: 3 clusters Score -1624908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -1624908.125000 Penalty: 4923.869141
	Iteration 39Q: 3 clusters Score -1624908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1624910.750000 Penalty: 4923.869141
	Iteration 40F: 3 clusters Score -1624911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Entering Unmasked Estep 
Score: -1157879.375000 Penalty: 2379.810791
	Iteration 0F: 2 clusters Score -1157879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1147213.625000 Penalty: 4759.621582
	Iteration 0F: 3 clusters Score -1147214 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1150632.250000 Penalty: 4759.621582
	Iteration 1F: 3 clusters Score -1150632 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1150954.125000 Penalty: 4759.621582
	Iteration 2F: 3 clusters Score -1150954 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1151211.000000 Penalty: 4759.621582
	Iteration 3Q: 3 clusters Score -1151211 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1151470.000000 Penalty: 4759.621582
	Iteration 4Q: 3 clusters Score -1151470 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1151716.500000 Penalty: 4759.621582
	Iteration 5Q: 3 clusters Score -1151716 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1152014.375000 Penalty: 4759.621582
	Iteration 6Q: 3 clusters Score -1152014 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1152393.250000 Penalty: 4759.621582
	Iteration 7Q: 3 clusters Score -1152393 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1152837.125000 Penalty: 4759.621582
	Iteration 8F: 3 clusters Score -1152837 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1153309.750000 Penalty: 4759.621582
	Iteration 9F: 3 clusters Score -1153310 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1153856.875000 Penalty: 4759.621582
	Iteration 10F: 3 clusters Score -1153857 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1154394.500000 Penalty: 4759.621582
	Iteration 11Q: 3 clusters Score -1154394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1154994.500000 Penalty: 4759.621582
	Iteration 12Q: 3 clusters Score -1154994 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1155540.500000 Penalty: 4759.621582
	Iteration 13Q: 3 clusters Score -1155540 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1155865.875000 Penalty: 4759.621582
	Iteration 14Q: 3 clusters Score -1155866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1156028.750000 Penalty: 4759.621582
	Iteration 15Q: 3 clusters Score -1156029 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1156109.750000 Penalty: 4759.621582
	Iteration 16Q: 3 clusters Score -1156110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1156158.875000 Penalty: 4759.621582
	Iteration 17Q: 3 clusters Score -1156159 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1156191.375000 Penalty: 4759.621582
	Iteration 18Q: 3 clusters Score -1156191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1156216.500000 Penalty: 4759.621582
	Iteration 19Q: 3 clusters Score -1156216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1156228.750000 Penalty: 4759.621582
	Iteration 20F: 3 clusters Score -1156229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1156241.125000 Penalty: 4759.621582
	Iteration 21Q: 3 clusters Score -1156241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1156251.750000 Penalty: 4759.621582
	Iteration 22Q: 3 clusters Score -1156252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1156263.125000 Penalty: 4759.621582
	Iteration 23Q: 3 clusters Score -1156263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1156266.750000 Penalty: 4759.621582
	Iteration 24Q: 3 clusters Score -1156267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1156271.125000 Penalty: 4759.621582
	Iteration 25Q: 3 clusters Score -1156271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1156275.375000 Penalty: 4759.621582
	Iteration 26Q: 3 clusters Score -1156275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1156279.375000 Penalty: 4759.621582
	Iteration 27Q: 3 clusters Score -1156279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1156283.625000 Penalty: 4759.621582
	Iteration 28Q: 3 clusters Score -1156284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1156281.500000 Penalty: 4759.621582
	Iteration 29Q: 3 clusters Score -1156282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1156281.875000 Penalty: 4759.621582
	Iteration 30Q: 3 clusters Score -1156282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1156281.875000 Penalty: 4759.621582
	Iteration 31F: 3 clusters Score -1156282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160455 members 
Entering Unmasked Estep 
Score: -13072961.000000 Penalty: 2972.470703
	Iteration 0F: 2 clusters Score -1.307296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -12965812.000000 Penalty: 5944.941406
	Iteration 0F: 3 clusters Score -1.296581e+07 nChanged 76543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -13009947.000000 Penalty: 5944.941406
	Iteration 1F: 3 clusters Score -1.300995e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -13010745.000000 Penalty: 5944.941406
	Iteration 2Q: 3 clusters Score -1.301074e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -13011883.000000 Penalty: 5944.941406
	Iteration 3Q: 3 clusters Score -1.301188e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -13013647.000000 Penalty: 5944.941406
	Iteration 4Q: 3 clusters Score -1.301365e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -13016305.000000 Penalty: 5944.941406
	Iteration 5Q: 3 clusters Score -1.30163e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -13021184.000000 Penalty: 5944.941406
	Iteration 6F: 3 clusters Score -1.302118e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -13029927.000000 Penalty: 5944.941406
	Iteration 7F: 3 clusters Score -1.302993e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 130200 members 
Entering Unmasked Estep 
Score: -13042161.000000 Penalty: 5944.941406
	Iteration 8F: 3 clusters Score -1.304216e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 143322 members 
Entering Unmasked Estep 
Score: -13054836.000000 Penalty: 5944.941406
	Iteration 9F: 3 clusters Score -1.305484e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -13063513.000000 Penalty: 5944.941406
	Iteration 10F: 3 clusters Score -1.306351e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 156851 members 
Entering Unmasked Estep 
Score: -13067627.000000 Penalty: 5944.941406
	Iteration 11Q: 3 clusters Score -1.306763e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 158727 members 
Entering Unmasked Estep 
Score: -13069274.000000 Penalty: 5944.941406
	Iteration 12Q: 3 clusters Score -1.306927e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 159394 members 
Entering Unmasked Estep 
Score: -13069979.000000 Penalty: 5944.941406
	Iteration 13Q: 3 clusters Score -1.306998e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 159638 members 
Entering Unmasked Estep 
Score: -13070311.000000 Penalty: 5944.941406
	Iteration 14Q: 3 clusters Score -1.307031e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -13070438.000000 Penalty: 5944.941406
	Iteration 15Q: 3 clusters Score -1.307044e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -13070532.000000 Penalty: 5944.941406
	Iteration 16Q: 3 clusters Score -1.307053e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 159798 members 
Entering Unmasked Estep 
Score: -13070603.000000 Penalty: 5944.941406
	Iteration 17Q: 3 clusters Score -1.30706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -13070635.000000 Penalty: 5944.941406
	Iteration 18Q: 3 clusters Score -1.307064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -13070651.000000 Penalty: 5944.941406
	Iteration 19Q: 3 clusters Score -1.307065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -13070661.000000 Penalty: 5944.941406
	Iteration 20F: 3 clusters Score -1.307066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -13070652.000000 Penalty: 5944.941406
	Iteration 21Q: 3 clusters Score -1.307065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -13070668.000000 Penalty: 5944.941406
	Iteration 22Q: 3 clusters Score -1.307067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -13070680.000000 Penalty: 5944.941406
	Iteration 23Q: 3 clusters Score -1.307068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -13070666.000000 Penalty: 5944.941406
	Iteration 24Q: 3 clusters Score -1.307067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -13070672.000000 Penalty: 5944.941406
	Iteration 25Q: 3 clusters Score -1.307067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 159832 members 
Entering Unmasked Estep 
Score: -13070678.000000 Penalty: 5944.941406
	Iteration 26Q: 3 clusters Score -1.307068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -13070678.000000 Penalty: 5944.941406
	Iteration 27Q: 3 clusters Score -1.307068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -13070673.000000 Penalty: 5944.941406
	Iteration 28Q: 3 clusters Score -1.307067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -13070674.000000 Penalty: 5944.941406
	Iteration 29Q: 3 clusters Score -1.307067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -13070682.000000 Penalty: 5944.941406
	Iteration 30Q: 3 clusters Score -1.307068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -13070688.000000 Penalty: 5944.941406
	Iteration 31Q: 3 clusters Score -1.307069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -13070683.000000 Penalty: 5944.941406
	Iteration 32Q: 3 clusters Score -1.307068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -13070688.000000 Penalty: 5944.941406
	Iteration 33Q: 3 clusters Score -1.307069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -13070688.000000 Penalty: 5944.941406
	Iteration 34F: 3 clusters Score -1.307069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Entering Unmasked Estep 
Score: -1529675.500000 Penalty: 2436.314453
	Iteration 0F: 2 clusters Score -1529676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1516640.125000 Penalty: 4872.628906
	Iteration 0F: 3 clusters Score -1516640 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1520887.875000 Penalty: 4872.628906
	Iteration 1F: 3 clusters Score -1520888 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1521302.375000 Penalty: 4872.628906
	Iteration 2F: 3 clusters Score -1521302 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1521680.625000 Penalty: 4872.628906
	Iteration 3Q: 3 clusters Score -1521681 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1522064.875000 Penalty: 4872.628906
	Iteration 4Q: 3 clusters Score -1522065 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1522413.000000 Penalty: 4872.628906
	Iteration 5Q: 3 clusters Score -1522413 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1522784.125000 Penalty: 4872.628906
	Iteration 6Q: 3 clusters Score -1522784 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1523207.125000 Penalty: 4872.628906
	Iteration 7Q: 3 clusters Score -1523207 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1523745.500000 Penalty: 4872.628906
	Iteration 8Q: 3 clusters Score -1523746 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1524399.625000 Penalty: 4872.628906
	Iteration 9Q: 3 clusters Score -1524400 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1525097.250000 Penalty: 4872.628906
	Iteration 10Q: 3 clusters Score -1525097 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1525753.500000 Penalty: 4872.628906
	Iteration 11Q: 3 clusters Score -1525754 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1526213.375000 Penalty: 4872.628906
	Iteration 12Q: 3 clusters Score -1526213 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1526455.500000 Penalty: 4872.628906
	Iteration 13Q: 3 clusters Score -1526456 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1526591.625000 Penalty: 4872.628906
	Iteration 14Q: 3 clusters Score -1526592 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1526676.625000 Penalty: 4872.628906
	Iteration 15Q: 3 clusters Score -1526677 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1526740.500000 Penalty: 4872.628906
	Iteration 16Q: 3 clusters Score -1526740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1526811.125000 Penalty: 4872.628906
	Iteration 17Q: 3 clusters Score -1526811 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1526876.875000 Penalty: 4872.628906
	Iteration 18Q: 3 clusters Score -1526877 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1526948.000000 Penalty: 4872.628906
	Iteration 19Q: 3 clusters Score -1526948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1527010.000000 Penalty: 4872.628906
	Iteration 20F: 3 clusters Score -1527010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1527068.750000 Penalty: 4872.628906
	Iteration 21Q: 3 clusters Score -1527069 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1527120.875000 Penalty: 4872.628906
	Iteration 22Q: 3 clusters Score -1527121 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1527168.250000 Penalty: 4872.628906
	Iteration 23Q: 3 clusters Score -1527168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1527207.125000 Penalty: 4872.628906
	Iteration 24Q: 3 clusters Score -1527207 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1527235.875000 Penalty: 4872.628906
	Iteration 25Q: 3 clusters Score -1527236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1527265.000000 Penalty: 4872.628906
	Iteration 26Q: 3 clusters Score -1527265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1527297.625000 Penalty: 4872.628906
	Iteration 27Q: 3 clusters Score -1527298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1527325.375000 Penalty: 4872.628906
	Iteration 28Q: 3 clusters Score -1527325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1527354.500000 Penalty: 4872.628906
	Iteration 29Q: 3 clusters Score -1527354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1527382.000000 Penalty: 4872.628906
	Iteration 30Q: 3 clusters Score -1527382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1527408.875000 Penalty: 4872.628906
	Iteration 31Q: 3 clusters Score -1527409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1527428.500000 Penalty: 4872.628906
	Iteration 32Q: 3 clusters Score -1527428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1527449.250000 Penalty: 4872.628906
	Iteration 33Q: 3 clusters Score -1527449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1527470.500000 Penalty: 4872.628906
	Iteration 34Q: 3 clusters Score -1527470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1527486.875000 Penalty: 4872.628906
	Iteration 35Q: 3 clusters Score -1527487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1527506.250000 Penalty: 4872.628906
	Iteration 36Q: 3 clusters Score -1527506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1527519.000000 Penalty: 4872.628906
	Iteration 37Q: 3 clusters Score -1527519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1527534.625000 Penalty: 4872.628906
	Iteration 38Q: 3 clusters Score -1527535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1527545.375000 Penalty: 4872.628906
	Iteration 39Q: 3 clusters Score -1527545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1527555.625000 Penalty: 4872.628906
	Iteration 40F: 3 clusters Score -1527556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1527572.250000 Penalty: 4872.628906
	Iteration 41Q: 3 clusters Score -1527572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1527586.875000 Penalty: 4872.628906
	Iteration 42Q: 3 clusters Score -1527587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1527593.875000 Penalty: 4872.628906
	Iteration 43Q: 3 clusters Score -1527594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1527601.750000 Penalty: 4872.628906
	Iteration 44Q: 3 clusters Score -1527602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1527611.875000 Penalty: 4872.628906
	Iteration 45Q: 3 clusters Score -1527612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1527615.500000 Penalty: 4872.628906
	Iteration 46Q: 3 clusters Score -1527616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1527630.375000 Penalty: 4872.628906
	Iteration 47Q: 3 clusters Score -1527630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1527637.625000 Penalty: 4872.628906
	Iteration 48Q: 3 clusters Score -1527638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1527642.250000 Penalty: 4872.628906
	Iteration 49Q: 3 clusters Score -1527642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1527642.500000 Penalty: 4872.628906
	Iteration 50Q: 3 clusters Score -1527642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1527649.375000 Penalty: 4872.628906
	Iteration 51Q: 3 clusters Score -1527649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1527650.875000 Penalty: 4872.628906
	Iteration 52Q: 3 clusters Score -1527651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1527651.000000 Penalty: 4872.628906
	Iteration 53Q: 3 clusters Score -1527651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1527654.000000 Penalty: 4872.628906
	Iteration 54Q: 3 clusters Score -1527654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1527652.875000 Penalty: 4872.628906
	Iteration 55Q: 3 clusters Score -1527653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1527655.875000 Penalty: 4872.628906
	Iteration 56Q: 3 clusters Score -1527656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1527660.375000 Penalty: 4872.628906
	Iteration 57Q: 3 clusters Score -1527660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1527663.000000 Penalty: 4872.628906
	Iteration 58Q: 3 clusters Score -1527663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1527663.125000 Penalty: 4872.628906
	Iteration 59Q: 3 clusters Score -1527663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -1527663.500000 Penalty: 4872.628906
	Iteration 60F: 3 clusters Score -1527664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1527663.250000 Penalty: 4872.628906
	Iteration 61Q: 3 clusters Score -1527663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1527663.750000 Penalty: 4872.628906
	Iteration 62Q: 3 clusters Score -1527664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1527664.625000 Penalty: 4872.628906
	Iteration 63Q: 3 clusters Score -1527665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1527664.625000 Penalty: 4872.628906
	Iteration 64F: 3 clusters Score -1527665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -943353.437500 Penalty: 2323.122559
	Iteration 0F: 2 clusters Score -943353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -934705.250000 Penalty: 4646.245117
	Iteration 0F: 3 clusters Score -934705.2 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -937255.875000 Penalty: 4646.245117
	Iteration 1F: 3 clusters Score -937255.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -937587.687500 Penalty: 4646.245117
	Iteration 2F: 3 clusters Score -937587.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -937833.687500 Penalty: 4646.245117
	Iteration 3F: 3 clusters Score -937833.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -938058.687500 Penalty: 4646.245117
	Iteration 4Q: 3 clusters Score -938058.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -938282.000000 Penalty: 4646.245117
	Iteration 5Q: 3 clusters Score -938282 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -938531.375000 Penalty: 4646.245117
	Iteration 6Q: 3 clusters Score -938531.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -938787.500000 Penalty: 4646.245117
	Iteration 7Q: 3 clusters Score -938787.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -939066.250000 Penalty: 4646.245117
	Iteration 8Q: 3 clusters Score -939066.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -939406.000000 Penalty: 4646.245117
	Iteration 9Q: 3 clusters Score -939406 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -939797.812500 Penalty: 4646.245117
	Iteration 10Q: 3 clusters Score -939797.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -940151.375000 Penalty: 4646.245117
	Iteration 11Q: 3 clusters Score -940151.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -940445.562500 Penalty: 4646.245117
	Iteration 12Q: 3 clusters Score -940445.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -940672.937500 Penalty: 4646.245117
	Iteration 13Q: 3 clusters Score -940672.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -940848.750000 Penalty: 4646.245117
	Iteration 14Q: 3 clusters Score -940848.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -940995.375000 Penalty: 4646.245117
	Iteration 15Q: 3 clusters Score -940995.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -941096.187500 Penalty: 4646.245117
	Iteration 16Q: 3 clusters Score -941096.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -941172.937500 Penalty: 4646.245117
	Iteration 17Q: 3 clusters Score -941172.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -941227.562500 Penalty: 4646.245117
	Iteration 18Q: 3 clusters Score -941227.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -941265.062500 Penalty: 4646.245117
	Iteration 19Q: 3 clusters Score -941265.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -941285.187500 Penalty: 4646.245117
	Iteration 20F: 3 clusters Score -941285.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -941295.937500 Penalty: 4646.245117
	Iteration 21Q: 3 clusters Score -941295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -941308.375000 Penalty: 4646.245117
	Iteration 22Q: 3 clusters Score -941308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -941314.250000 Penalty: 4646.245117
	Iteration 23Q: 3 clusters Score -941314.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -941327.187500 Penalty: 4646.245117
	Iteration 24Q: 3 clusters Score -941327.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -941329.937500 Penalty: 4646.245117
	Iteration 25Q: 3 clusters Score -941329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -941331.187500 Penalty: 4646.245117
	Iteration 26Q: 3 clusters Score -941331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -941336.250000 Penalty: 4646.245117
	Iteration 27Q: 3 clusters Score -941336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -941342.062500 Penalty: 4646.245117
	Iteration 28Q: 3 clusters Score -941342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -941347.875000 Penalty: 4646.245117
	Iteration 29Q: 3 clusters Score -941347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -941353.437500 Penalty: 4646.245117
	Iteration 30Q: 3 clusters Score -941353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -941358.000000 Penalty: 4646.245117
	Iteration 31Q: 3 clusters Score -941358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -941357.250000 Penalty: 4646.245117
	Iteration 32Q: 3 clusters Score -941357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -941359.312500 Penalty: 4646.245117
	Iteration 33Q: 3 clusters Score -941359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -941359.312500 Penalty: 4646.245117
	Iteration 34F: 3 clusters Score -941359.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Entering Unmasked Estep 
Score: -1281226.875000 Penalty: 2407.030273
	Iteration 0F: 2 clusters Score -1281227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1269482.000000 Penalty: 4814.060547
	Iteration 0F: 3 clusters Score -1269482 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1273265.750000 Penalty: 4814.060547
	Iteration 1F: 3 clusters Score -1273266 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1273618.375000 Penalty: 4814.060547
	Iteration 2F: 3 clusters Score -1273618 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1273886.000000 Penalty: 4814.060547
	Iteration 3Q: 3 clusters Score -1273886 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1274121.250000 Penalty: 4814.060547
	Iteration 4Q: 3 clusters Score -1274121 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1274327.500000 Penalty: 4814.060547
	Iteration 5Q: 3 clusters Score -1274328 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1274527.250000 Penalty: 4814.060547
	Iteration 6Q: 3 clusters Score -1274527 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1274727.750000 Penalty: 4814.060547
	Iteration 7Q: 3 clusters Score -1274728 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1274942.750000 Penalty: 4814.060547
	Iteration 8Q: 3 clusters Score -1274943 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1275222.000000 Penalty: 4814.060547
	Iteration 9Q: 3 clusters Score -1275222 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1275603.625000 Penalty: 4814.060547
	Iteration 10Q: 3 clusters Score -1275604 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1276053.250000 Penalty: 4814.060547
	Iteration 11Q: 3 clusters Score -1276053 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1276533.375000 Penalty: 4814.060547
	Iteration 12Q: 3 clusters Score -1276533 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1276932.750000 Penalty: 4814.060547
	Iteration 13Q: 3 clusters Score -1276933 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1277304.250000 Penalty: 4814.060547
	Iteration 14Q: 3 clusters Score -1277304 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1277575.875000 Penalty: 4814.060547
	Iteration 15Q: 3 clusters Score -1277576 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1277786.750000 Penalty: 4814.060547
	Iteration 16Q: 3 clusters Score -1277787 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1277915.125000 Penalty: 4814.060547
	Iteration 17Q: 3 clusters Score -1277915 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1278024.125000 Penalty: 4814.060547
	Iteration 18Q: 3 clusters Score -1278024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1278114.750000 Penalty: 4814.060547
	Iteration 19Q: 3 clusters Score -1278115 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1278196.125000 Penalty: 4814.060547
	Iteration 20F: 3 clusters Score -1278196 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1278273.500000 Penalty: 4814.060547
	Iteration 21Q: 3 clusters Score -1278274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1278354.500000 Penalty: 4814.060547
	Iteration 22Q: 3 clusters Score -1278354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1278439.875000 Penalty: 4814.060547
	Iteration 23Q: 3 clusters Score -1278440 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1278514.625000 Penalty: 4814.060547
	Iteration 24Q: 3 clusters Score -1278515 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1278597.875000 Penalty: 4814.060547
	Iteration 25Q: 3 clusters Score -1278598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1278682.875000 Penalty: 4814.060547
	Iteration 26Q: 3 clusters Score -1278683 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1278738.125000 Penalty: 4814.060547
	Iteration 27Q: 3 clusters Score -1278738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1278800.250000 Penalty: 4814.060547
	Iteration 28Q: 3 clusters Score -1278800 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1278865.250000 Penalty: 4814.060547
	Iteration 29Q: 3 clusters Score -1278865 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1278927.875000 Penalty: 4814.060547
	Iteration 30Q: 3 clusters Score -1278928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1278970.625000 Penalty: 4814.060547
	Iteration 31Q: 3 clusters Score -1278971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1279026.750000 Penalty: 4814.060547
	Iteration 32Q: 3 clusters Score -1279027 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1279083.750000 Penalty: 4814.060547
	Iteration 33Q: 3 clusters Score -1279084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1279121.875000 Penalty: 4814.060547
	Iteration 34Q: 3 clusters Score -1279122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1279153.625000 Penalty: 4814.060547
	Iteration 35Q: 3 clusters Score -1279154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1279185.625000 Penalty: 4814.060547
	Iteration 36Q: 3 clusters Score -1279186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1279223.375000 Penalty: 4814.060547
	Iteration 37Q: 3 clusters Score -1279223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1279246.625000 Penalty: 4814.060547
	Iteration 38Q: 3 clusters Score -1279247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1279257.375000 Penalty: 4814.060547
	Iteration 39Q: 3 clusters Score -1279257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1279274.500000 Penalty: 4814.060547
	Iteration 40F: 3 clusters Score -1279274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1279290.000000 Penalty: 4814.060547
	Iteration 41Q: 3 clusters Score -1279290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1279297.500000 Penalty: 4814.060547
	Iteration 42Q: 3 clusters Score -1279298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1279307.875000 Penalty: 4814.060547
	Iteration 43Q: 3 clusters Score -1279308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1279315.750000 Penalty: 4814.060547
	Iteration 44Q: 3 clusters Score -1279316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1279323.000000 Penalty: 4814.060547
	Iteration 45Q: 3 clusters Score -1279323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1279328.875000 Penalty: 4814.060547
	Iteration 46Q: 3 clusters Score -1279329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1279333.750000 Penalty: 4814.060547
	Iteration 47Q: 3 clusters Score -1279334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1279335.500000 Penalty: 4814.060547
	Iteration 48Q: 3 clusters Score -1279336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1279336.875000 Penalty: 4814.060547
	Iteration 49Q: 3 clusters Score -1279337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1279338.000000 Penalty: 4814.060547
	Iteration 50Q: 3 clusters Score -1279338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1279340.125000 Penalty: 4814.060547
	Iteration 51Q: 3 clusters Score -1279340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1279339.750000 Penalty: 4814.060547
	Iteration 52Q: 3 clusters Score -1279340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1279339.375000 Penalty: 4814.060547
	Iteration 53Q: 3 clusters Score -1279339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1279339.375000 Penalty: 4814.060547
	Iteration 54F: 3 clusters Score -1279339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Entering Unmasked Estep 
Score: -1425783.250000 Penalty: 2430.100830
	Iteration 0F: 2 clusters Score -1425783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1412963.875000 Penalty: 4860.201660
	Iteration 0F: 3 clusters Score -1412964 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1417491.875000 Penalty: 4860.201660
	Iteration 1F: 3 clusters Score -1417492 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1418361.750000 Penalty: 4860.201660
	Iteration 2F: 3 clusters Score -1418362 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1419345.375000 Penalty: 4860.201660
	Iteration 3F: 3 clusters Score -1419345 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1420342.125000 Penalty: 4860.201660
	Iteration 4F: 3 clusters Score -1420342 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1421400.375000 Penalty: 4860.201660
	Iteration 5F: 3 clusters Score -1421400 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1422502.250000 Penalty: 4860.201660
	Iteration 6F: 3 clusters Score -1422502 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1423451.500000 Penalty: 4860.201660
	Iteration 7Q: 3 clusters Score -1423452 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1424026.625000 Penalty: 4860.201660
	Iteration 8Q: 3 clusters Score -1424027 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1424173.625000 Penalty: 4860.201660
	Iteration 9Q: 3 clusters Score -1424174 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1424234.500000 Penalty: 4860.201660
	Iteration 10Q: 3 clusters Score -1424234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1424273.375000 Penalty: 4860.201660
	Iteration 11Q: 3 clusters Score -1424273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1424292.750000 Penalty: 4860.201660
	Iteration 12Q: 3 clusters Score -1424293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1424304.250000 Penalty: 4860.201660
	Iteration 13Q: 3 clusters Score -1424304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1424311.750000 Penalty: 4860.201660
	Iteration 14Q: 3 clusters Score -1424312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1424324.125000 Penalty: 4860.201660
	Iteration 15Q: 3 clusters Score -1424324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1424328.500000 Penalty: 4860.201660
	Iteration 16Q: 3 clusters Score -1424328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1424331.000000 Penalty: 4860.201660
	Iteration 17Q: 3 clusters Score -1424331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1424333.375000 Penalty: 4860.201660
	Iteration 18Q: 3 clusters Score -1424333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1424338.625000 Penalty: 4860.201660
	Iteration 19Q: 3 clusters Score -1424339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1424342.250000 Penalty: 4860.201660
	Iteration 20F: 3 clusters Score -1424342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1424346.125000 Penalty: 4860.201660
	Iteration 21Q: 3 clusters Score -1424346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1424346.875000 Penalty: 4860.201660
	Iteration 22Q: 3 clusters Score -1424347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1424350.250000 Penalty: 4860.201660
	Iteration 23Q: 3 clusters Score -1424350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1424352.625000 Penalty: 4860.201660
	Iteration 24Q: 3 clusters Score -1424353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1424358.000000 Penalty: 4860.201660
	Iteration 25Q: 3 clusters Score -1424358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1424359.375000 Penalty: 4860.201660
	Iteration 26Q: 3 clusters Score -1424359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1424362.875000 Penalty: 4860.201660
	Iteration 27Q: 3 clusters Score -1424363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1424369.125000 Penalty: 4860.201660
	Iteration 28Q: 3 clusters Score -1424369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1424371.625000 Penalty: 4860.201660
	Iteration 29Q: 3 clusters Score -1424372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1424370.000000 Penalty: 4860.201660
	Iteration 30Q: 3 clusters Score -1424370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1424374.875000 Penalty: 4860.201660
	Iteration 31Q: 3 clusters Score -1424375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1424381.500000 Penalty: 4860.201660
	Iteration 32Q: 3 clusters Score -1424382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1424382.125000 Penalty: 4860.201660
	Iteration 33Q: 3 clusters Score -1424382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1424378.250000 Penalty: 4860.201660
	Iteration 34Q: 3 clusters Score -1424378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1424381.000000 Penalty: 4860.201660
	Iteration 35Q: 3 clusters Score -1424381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1424383.125000 Penalty: 4860.201660
	Iteration 36Q: 3 clusters Score -1424383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1424381.625000 Penalty: 4860.201660
	Iteration 37Q: 3 clusters Score -1424382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1424381.625000 Penalty: 4860.201660
	Iteration 38Q: 3 clusters Score -1424382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1424379.750000 Penalty: 4860.201660
	Iteration 39Q: 3 clusters Score -1424380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1424379.625000 Penalty: 4860.201660
	Iteration 40F: 3 clusters Score -1424380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1424380.375000 Penalty: 4860.201660
	Iteration 41Q: 3 clusters Score -1424380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1424379.375000 Penalty: 4860.201660
	Iteration 42Q: 3 clusters Score -1424379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1424380.500000 Penalty: 4860.201660
	Iteration 43Q: 3 clusters Score -1424380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1424382.500000 Penalty: 4860.201660
	Iteration 44Q: 3 clusters Score -1424382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1424382.500000 Penalty: 4860.201660
	Iteration 45F: 3 clusters Score -1424382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Entering Unmasked Estep 
Score: -2649710.750000 Penalty: 2585.955322
	Iteration 0F: 2 clusters Score -2649711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2626548.750000 Penalty: 5171.910645
	Iteration 0F: 3 clusters Score -2626549 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2634899.250000 Penalty: 5171.910645
	Iteration 1F: 3 clusters Score -2634899 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2635329.250000 Penalty: 5171.910645
	Iteration 2Q: 3 clusters Score -2635329 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2635760.500000 Penalty: 5171.910645
	Iteration 3Q: 3 clusters Score -2635760 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2636193.500000 Penalty: 5171.910645
	Iteration 4Q: 3 clusters Score -2636194 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2636717.750000 Penalty: 5171.910645
	Iteration 5Q: 3 clusters Score -2636718 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2637456.750000 Penalty: 5171.910645
	Iteration 6Q: 3 clusters Score -2637457 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2638491.750000 Penalty: 5171.910645
	Iteration 7F: 3 clusters Score -2638492 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2639871.750000 Penalty: 5171.910645
	Iteration 8F: 3 clusters Score -2639872 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2641494.000000 Penalty: 5171.910645
	Iteration 9F: 3 clusters Score -2641494 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2643166.000000 Penalty: 5171.910645
	Iteration 10F: 3 clusters Score -2643166 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2644630.750000 Penalty: 5171.910645
	Iteration 11F: 3 clusters Score -2644631 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2645660.500000 Penalty: 5171.910645
	Iteration 12Q: 3 clusters Score -2645660 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2646336.000000 Penalty: 5171.910645
	Iteration 13Q: 3 clusters Score -2646336 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2646750.250000 Penalty: 5171.910645
	Iteration 14Q: 3 clusters Score -2646750 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2647006.000000 Penalty: 5171.910645
	Iteration 15Q: 3 clusters Score -2647006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2647154.000000 Penalty: 5171.910645
	Iteration 16Q: 3 clusters Score -2647154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2647240.250000 Penalty: 5171.910645
	Iteration 17Q: 3 clusters Score -2647240 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2647297.750000 Penalty: 5171.910645
	Iteration 18Q: 3 clusters Score -2647298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2647337.250000 Penalty: 5171.910645
	Iteration 19Q: 3 clusters Score -2647337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2647365.000000 Penalty: 5171.910645
	Iteration 20F: 3 clusters Score -2647365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2647389.250000 Penalty: 5171.910645
	Iteration 21Q: 3 clusters Score -2647389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2647412.000000 Penalty: 5171.910645
	Iteration 22Q: 3 clusters Score -2647412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2647430.000000 Penalty: 5171.910645
	Iteration 23Q: 3 clusters Score -2647430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2647444.750000 Penalty: 5171.910645
	Iteration 24Q: 3 clusters Score -2647445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2647452.500000 Penalty: 5171.910645
	Iteration 25Q: 3 clusters Score -2647452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2647458.750000 Penalty: 5171.910645
	Iteration 26Q: 3 clusters Score -2647459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2647464.000000 Penalty: 5171.910645
	Iteration 27Q: 3 clusters Score -2647464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2647474.000000 Penalty: 5171.910645
	Iteration 28Q: 3 clusters Score -2647474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2647480.250000 Penalty: 5171.910645
	Iteration 29Q: 3 clusters Score -2647480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2647479.250000 Penalty: 5171.910645
	Iteration 30Q: 3 clusters Score -2647479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2647479.250000 Penalty: 5171.910645
	Iteration 31F: 3 clusters Score -2647479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -189672.453125 Penalty: 1994.509888
	Iteration 0F: 2 clusters Score -189672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -186475.156250 Penalty: 3989.019775
	Iteration 0F: 3 clusters Score -186475.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -187695.812500 Penalty: 3989.019775
	Iteration 1F: 3 clusters Score -187695.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -188217.156250 Penalty: 3989.019775
	Iteration 2F: 3 clusters Score -188217.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -188574.187500 Penalty: 3989.019775
	Iteration 3F: 3 clusters Score -188574.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -188852.140625 Penalty: 3989.019775
	Iteration 4F: 3 clusters Score -188852.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -189014.234375 Penalty: 3989.019775
	Iteration 5Q: 3 clusters Score -189014.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -189080.109375 Penalty: 3989.019775
	Iteration 6Q: 3 clusters Score -189080.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -189122.046875 Penalty: 3989.019775
	Iteration 7Q: 3 clusters Score -189122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -189160.921875 Penalty: 3989.019775
	Iteration 8Q: 3 clusters Score -189160.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -189197.953125 Penalty: 3989.019775
	Iteration 9Q: 3 clusters Score -189198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -189229.546875 Penalty: 3989.019775
	Iteration 10Q: 3 clusters Score -189229.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -189259.531250 Penalty: 3989.019775
	Iteration 11Q: 3 clusters Score -189259.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -189287.312500 Penalty: 3989.019775
	Iteration 12Q: 3 clusters Score -189287.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -189305.640625 Penalty: 3989.019775
	Iteration 13Q: 3 clusters Score -189305.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -189323.000000 Penalty: 3989.019775
	Iteration 14Q: 3 clusters Score -189323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -189343.531250 Penalty: 3989.019775
	Iteration 15Q: 3 clusters Score -189343.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -189365.593750 Penalty: 3989.019775
	Iteration 16Q: 3 clusters Score -189365.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -189381.171875 Penalty: 3989.019775
	Iteration 17Q: 3 clusters Score -189381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -189389.296875 Penalty: 3989.019775
	Iteration 18Q: 3 clusters Score -189389.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -189401.093750 Penalty: 3989.019775
	Iteration 19Q: 3 clusters Score -189401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -189404.843750 Penalty: 3989.019775
	Iteration 20F: 3 clusters Score -189404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -189407.234375 Penalty: 3989.019775
	Iteration 21Q: 3 clusters Score -189407.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -189408.015625 Penalty: 3989.019775
	Iteration 22Q: 3 clusters Score -189408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -189409.375000 Penalty: 3989.019775
	Iteration 23Q: 3 clusters Score -189409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -189411.453125 Penalty: 3989.019775
	Iteration 24Q: 3 clusters Score -189411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -189412.140625 Penalty: 3989.019775
	Iteration 25Q: 3 clusters Score -189412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -189412.656250 Penalty: 3989.019775
	Iteration 26Q: 3 clusters Score -189412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -189413.375000 Penalty: 3989.019775
	Iteration 27Q: 3 clusters Score -189413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -189414.265625 Penalty: 3989.019775
	Iteration 28Q: 3 clusters Score -189414.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -189415.687500 Penalty: 3989.019775
	Iteration 29Q: 3 clusters Score -189415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -189417.343750 Penalty: 3989.019775
	Iteration 30Q: 3 clusters Score -189417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -189417.750000 Penalty: 3989.019775
	Iteration 31Q: 3 clusters Score -189417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -189417.750000 Penalty: 3989.019775
	Iteration 32F: 3 clusters Score -189417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -269623.375000 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -269623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -266079.343750 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -266079.3 nChanged 1296
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: -266960.031250 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -266960 nChanged 292
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: -267237.843750 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -267237.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -267452.343750 Penalty: 4043.633057
	Iteration 3F: 3 clusters Score -267452.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -267648.250000 Penalty: 4043.633057
	Iteration 4F: 3 clusters Score -267648.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -267788.812500 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -267788.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -267895.906250 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -267895.9 nChanged 125
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: -267986.031250 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -267986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -268056.093750 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -268056.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -268103.875000 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -268103.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -268136.531250 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -268136.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -268167.281250 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -268167.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -268199.812500 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -268199.8 nChanged 50
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: -268227.093750 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -268227.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -268244.625000 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -268244.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -268258.093750 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -268258.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -268268.968750 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -268269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -268280.843750 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -268280.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -268292.562500 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -268292.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -268300.125000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -268300.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -268310.812500 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -268310.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -268322.031250 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -268322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -268333.218750 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -268333.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -268344.062500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -268344.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -268353.031250 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -268353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -268364.343750 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -268364.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -268372.406250 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -268372.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -268379.437500 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -268379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -268386.375000 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -268386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -268391.406250 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -268391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -268394.937500 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -268394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -268396.843750 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -268396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -268398.312500 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -268398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -268400.281250 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -268400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -268401.281250 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -268401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -268402.468750 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -268402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -268403.093750 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -268403.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -268403.093750 Penalty: 4043.633057
	Iteration 37F: 3 clusters Score -268403.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Entering Unmasked Estep 
Score: -3005466.000000 Penalty: 2616.773682
	Iteration 0F: 2 clusters Score -3005466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2979489.500000 Penalty: 5233.547363
	Iteration 0F: 3 clusters Score -2979490 nChanged 17464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2988973.750000 Penalty: 5233.547363
	Iteration 1F: 3 clusters Score -2988974 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2989448.750000 Penalty: 5233.547363
	Iteration 2Q: 3 clusters Score -2989449 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2989935.500000 Penalty: 5233.547363
	Iteration 3Q: 3 clusters Score -2989936 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2990515.750000 Penalty: 5233.547363
	Iteration 4Q: 3 clusters Score -2990516 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2991291.250000 Penalty: 5233.547363
	Iteration 5Q: 3 clusters Score -2991291 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2992430.750000 Penalty: 5233.547363
	Iteration 6F: 3 clusters Score -2992431 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2994106.750000 Penalty: 5233.547363
	Iteration 7F: 3 clusters Score -2994107 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2996345.750000 Penalty: 5233.547363
	Iteration 8F: 3 clusters Score -2996346 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2998681.500000 Penalty: 5233.547363
	Iteration 9F: 3 clusters Score -2998682 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3000610.750000 Penalty: 5233.547363
	Iteration 10F: 3 clusters Score -3000611 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3001875.250000 Penalty: 5233.547363
	Iteration 11Q: 3 clusters Score -3001875 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3002560.500000 Penalty: 5233.547363
	Iteration 12Q: 3 clusters Score -3002560 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3002877.000000 Penalty: 5233.547363
	Iteration 13Q: 3 clusters Score -3002877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3003016.250000 Penalty: 5233.547363
	Iteration 14Q: 3 clusters Score -3003016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3003082.750000 Penalty: 5233.547363
	Iteration 15Q: 3 clusters Score -3003083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3003114.000000 Penalty: 5233.547363
	Iteration 16Q: 3 clusters Score -3003114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3003132.500000 Penalty: 5233.547363
	Iteration 17Q: 3 clusters Score -3003132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3003139.250000 Penalty: 5233.547363
	Iteration 18Q: 3 clusters Score -3003139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3003141.000000 Penalty: 5233.547363
	Iteration 19Q: 3 clusters Score -3003141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3003143.750000 Penalty: 5233.547363
	Iteration 20F: 3 clusters Score -3003144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3003145.500000 Penalty: 5233.547363
	Iteration 21Q: 3 clusters Score -3003146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3003148.000000 Penalty: 5233.547363
	Iteration 22Q: 3 clusters Score -3003148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3003147.750000 Penalty: 5233.547363
	Iteration 23Q: 3 clusters Score -3003148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3003147.750000 Penalty: 5233.547363
	Iteration 24F: 3 clusters Score -3003148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Entering Unmasked Estep 
Score: -693413.375000 Penalty: 2256.570312
	Iteration 0F: 2 clusters Score -693413.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -686374.000000 Penalty: 4513.140625
	Iteration 0F: 3 clusters Score -686374 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -688421.562500 Penalty: 4513.140625
	Iteration 1F: 3 clusters Score -688421.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -688829.625000 Penalty: 4513.140625
	Iteration 2F: 3 clusters Score -688829.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -689190.500000 Penalty: 4513.140625
	Iteration 3F: 3 clusters Score -689190.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -689514.562500 Penalty: 4513.140625
	Iteration 4F: 3 clusters Score -689514.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -689847.812500 Penalty: 4513.140625
	Iteration 5F: 3 clusters Score -689847.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -690173.500000 Penalty: 4513.140625
	Iteration 6F: 3 clusters Score -690173.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -690436.812500 Penalty: 4513.140625
	Iteration 7Q: 3 clusters Score -690436.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -690654.312500 Penalty: 4513.140625
	Iteration 8Q: 3 clusters Score -690654.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -690846.875000 Penalty: 4513.140625
	Iteration 9Q: 3 clusters Score -690846.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -690994.750000 Penalty: 4513.140625
	Iteration 10Q: 3 clusters Score -690994.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -691129.687500 Penalty: 4513.140625
	Iteration 11Q: 3 clusters Score -691129.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -691244.875000 Penalty: 4513.140625
	Iteration 12Q: 3 clusters Score -691244.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -691336.750000 Penalty: 4513.140625
	Iteration 13Q: 3 clusters Score -691336.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -691408.250000 Penalty: 4513.140625
	Iteration 14Q: 3 clusters Score -691408.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -691460.312500 Penalty: 4513.140625
	Iteration 15Q: 3 clusters Score -691460.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -691493.312500 Penalty: 4513.140625
	Iteration 16Q: 3 clusters Score -691493.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -691516.312500 Penalty: 4513.140625
	Iteration 17Q: 3 clusters Score -691516.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -691535.250000 Penalty: 4513.140625
	Iteration 18Q: 3 clusters Score -691535.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -691558.937500 Penalty: 4513.140625
	Iteration 19Q: 3 clusters Score -691558.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -691593.812500 Penalty: 4513.140625
	Iteration 20F: 3 clusters Score -691593.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -691619.375000 Penalty: 4513.140625
	Iteration 21Q: 3 clusters Score -691619.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -691636.062500 Penalty: 4513.140625
	Iteration 22Q: 3 clusters Score -691636.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -691645.875000 Penalty: 4513.140625
	Iteration 23Q: 3 clusters Score -691645.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -691654.625000 Penalty: 4513.140625
	Iteration 24Q: 3 clusters Score -691654.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -691661.937500 Penalty: 4513.140625
	Iteration 25Q: 3 clusters Score -691661.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -691666.625000 Penalty: 4513.140625
	Iteration 26Q: 3 clusters Score -691666.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -691673.187500 Penalty: 4513.140625
	Iteration 27Q: 3 clusters Score -691673.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -691678.375000 Penalty: 4513.140625
	Iteration 28Q: 3 clusters Score -691678.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -691684.875000 Penalty: 4513.140625
	Iteration 29Q: 3 clusters Score -691684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -691693.000000 Penalty: 4513.140625
	Iteration 30Q: 3 clusters Score -691693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -691702.625000 Penalty: 4513.140625
	Iteration 31Q: 3 clusters Score -691702.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -691713.562500 Penalty: 4513.140625
	Iteration 32Q: 3 clusters Score -691713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -691716.562500 Penalty: 4513.140625
	Iteration 33Q: 3 clusters Score -691716.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -691722.125000 Penalty: 4513.140625
	Iteration 34Q: 3 clusters Score -691722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -691726.562500 Penalty: 4513.140625
	Iteration 35Q: 3 clusters Score -691726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -691730.437500 Penalty: 4513.140625
	Iteration 36Q: 3 clusters Score -691730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -691732.437500 Penalty: 4513.140625
	Iteration 37Q: 3 clusters Score -691732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -691736.250000 Penalty: 4513.140625
	Iteration 38Q: 3 clusters Score -691736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -691738.187500 Penalty: 4513.140625
	Iteration 39Q: 3 clusters Score -691738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -691740.750000 Penalty: 4513.140625
	Iteration 40F: 3 clusters Score -691740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -691746.437500 Penalty: 4513.140625
	Iteration 41Q: 3 clusters Score -691746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -691754.562500 Penalty: 4513.140625
	Iteration 42Q: 3 clusters Score -691754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -691758.875000 Penalty: 4513.140625
	Iteration 43Q: 3 clusters Score -691758.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -691764.812500 Penalty: 4513.140625
	Iteration 44Q: 3 clusters Score -691764.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -691774.500000 Penalty: 4513.140625
	Iteration 45Q: 3 clusters Score -691774.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -691779.437500 Penalty: 4513.140625
	Iteration 46Q: 3 clusters Score -691779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -691779.437500 Penalty: 4513.140625
	Iteration 47Q: 3 clusters Score -691779.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -691785.812500 Penalty: 4513.140625
	Iteration 48Q: 3 clusters Score -691785.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -691791.625000 Penalty: 4513.140625
	Iteration 49Q: 3 clusters Score -691791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -691796.312500 Penalty: 4513.140625
	Iteration 50Q: 3 clusters Score -691796.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -691799.750000 Penalty: 4513.140625
	Iteration 51Q: 3 clusters Score -691799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -691807.562500 Penalty: 4513.140625
	Iteration 52Q: 3 clusters Score -691807.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -691813.000000 Penalty: 4513.140625
	Iteration 53Q: 3 clusters Score -691813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -691817.500000 Penalty: 4513.140625
	Iteration 54Q: 3 clusters Score -691817.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -691821.312500 Penalty: 4513.140625
	Iteration 55Q: 3 clusters Score -691821.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -691824.437500 Penalty: 4513.140625
	Iteration 56Q: 3 clusters Score -691824.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -691828.500000 Penalty: 4513.140625
	Iteration 57Q: 3 clusters Score -691828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -691830.062500 Penalty: 4513.140625
	Iteration 58Q: 3 clusters Score -691830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -691835.250000 Penalty: 4513.140625
	Iteration 59Q: 3 clusters Score -691835.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -691837.687500 Penalty: 4513.140625
	Iteration 60F: 3 clusters Score -691837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -691840.125000 Penalty: 4513.140625
	Iteration 61Q: 3 clusters Score -691840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -691839.750000 Penalty: 4513.140625
	Iteration 62Q: 3 clusters Score -691839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -691843.500000 Penalty: 4513.140625
	Iteration 63Q: 3 clusters Score -691843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -691847.250000 Penalty: 4513.140625
	Iteration 64Q: 3 clusters Score -691847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -691849.750000 Penalty: 4513.140625
	Iteration 65Q: 3 clusters Score -691849.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -691851.875000 Penalty: 4513.140625
	Iteration 66Q: 3 clusters Score -691851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -691854.125000 Penalty: 4513.140625
	Iteration 67Q: 3 clusters Score -691854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -691857.625000 Penalty: 4513.140625
	Iteration 68Q: 3 clusters Score -691857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -691858.937500 Penalty: 4513.140625
	Iteration 69Q: 3 clusters Score -691858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -691858.437500 Penalty: 4513.140625
	Iteration 70Q: 3 clusters Score -691858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -691858.875000 Penalty: 4513.140625
	Iteration 71Q: 3 clusters Score -691858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -691859.000000 Penalty: 4513.140625
	Iteration 72Q: 3 clusters Score -691859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -691860.125000 Penalty: 4513.140625
	Iteration 73Q: 3 clusters Score -691860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -691862.250000 Penalty: 4513.140625
	Iteration 74Q: 3 clusters Score -691862.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -691864.500000 Penalty: 4513.140625
	Iteration 75Q: 3 clusters Score -691864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -691867.375000 Penalty: 4513.140625
	Iteration 76Q: 3 clusters Score -691867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -691868.812500 Penalty: 4513.140625
	Iteration 77Q: 3 clusters Score -691868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -691869.312500 Penalty: 4513.140625
	Iteration 78Q: 3 clusters Score -691869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -691871.500000 Penalty: 4513.140625
	Iteration 79Q: 3 clusters Score -691871.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -691872.812500 Penalty: 4513.140625
	Iteration 80F: 3 clusters Score -691872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -691874.937500 Penalty: 4513.140625
	Iteration 81Q: 3 clusters Score -691874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -691877.312500 Penalty: 4513.140625
	Iteration 82Q: 3 clusters Score -691877.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -691882.937500 Penalty: 4513.140625
	Iteration 83Q: 3 clusters Score -691882.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -691890.625000 Penalty: 4513.140625
	Iteration 84Q: 3 clusters Score -691890.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -691898.937500 Penalty: 4513.140625
	Iteration 85Q: 3 clusters Score -691898.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -691903.000000 Penalty: 4513.140625
	Iteration 86Q: 3 clusters Score -691903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -691906.312500 Penalty: 4513.140625
	Iteration 87Q: 3 clusters Score -691906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -691908.062500 Penalty: 4513.140625
	Iteration 88Q: 3 clusters Score -691908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -691911.062500 Penalty: 4513.140625
	Iteration 89Q: 3 clusters Score -691911.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -691912.062500 Penalty: 4513.140625
	Iteration 90Q: 3 clusters Score -691912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -691917.750000 Penalty: 4513.140625
	Iteration 91Q: 3 clusters Score -691917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -691919.312500 Penalty: 4513.140625
	Iteration 92Q: 3 clusters Score -691919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -691920.125000 Penalty: 4513.140625
	Iteration 93Q: 3 clusters Score -691920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -691920.375000 Penalty: 4513.140625
	Iteration 94Q: 3 clusters Score -691920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -691921.500000 Penalty: 4513.140625
	Iteration 95Q: 3 clusters Score -691921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -691922.375000 Penalty: 4513.140625
	Iteration 96Q: 3 clusters Score -691922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -691924.312500 Penalty: 4513.140625
	Iteration 97Q: 3 clusters Score -691924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -691924.562500 Penalty: 4513.140625
	Iteration 98Q: 3 clusters Score -691924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -691925.250000 Penalty: 4513.140625
	Iteration 99Q: 3 clusters Score -691925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -691927.375000 Penalty: 4513.140625
	Iteration 100F: 3 clusters Score -691927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -691927.937500 Penalty: 4513.140625
	Iteration 101Q: 3 clusters Score -691927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -691929.125000 Penalty: 4513.140625
	Iteration 102Q: 3 clusters Score -691929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -691931.250000 Penalty: 4513.140625
	Iteration 103Q: 3 clusters Score -691931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -691935.500000 Penalty: 4513.140625
	Iteration 104Q: 3 clusters Score -691935.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -691940.562500 Penalty: 4513.140625
	Iteration 105Q: 3 clusters Score -691940.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -691944.750000 Penalty: 4513.140625
	Iteration 106Q: 3 clusters Score -691944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -691947.625000 Penalty: 4513.140625
	Iteration 107Q: 3 clusters Score -691947.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -691954.437500 Penalty: 4513.140625
	Iteration 108Q: 3 clusters Score -691954.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -691959.125000 Penalty: 4513.140625
	Iteration 109Q: 3 clusters Score -691959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -691964.250000 Penalty: 4513.140625
	Iteration 110Q: 3 clusters Score -691964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -691966.375000 Penalty: 4513.140625
	Iteration 111Q: 3 clusters Score -691966.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -691969.000000 Penalty: 4513.140625
	Iteration 112Q: 3 clusters Score -691969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -691971.187500 Penalty: 4513.140625
	Iteration 113Q: 3 clusters Score -691971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -691972.187500 Penalty: 4513.140625
	Iteration 114Q: 3 clusters Score -691972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -691972.187500 Penalty: 4513.140625
	Iteration 115Q: 3 clusters Score -691972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -691973.375000 Penalty: 4513.140625
	Iteration 116Q: 3 clusters Score -691973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -691975.062500 Penalty: 4513.140625
	Iteration 117Q: 3 clusters Score -691975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -691976.062500 Penalty: 4513.140625
	Iteration 118Q: 3 clusters Score -691976.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -691976.750000 Penalty: 4513.140625
	Iteration 119Q: 3 clusters Score -691976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -691976.750000 Penalty: 4513.140625
	Iteration 120F: 3 clusters Score -691976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Entering Unmasked Estep 
Score: -4146642.000000 Penalty: 2685.005371
	Iteration 0F: 2 clusters Score -4146642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4112616.250000 Penalty: 5370.010742
	Iteration 0F: 3 clusters Score -4112616 nChanged 23259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -4125840.250000 Penalty: 5370.010742
	Iteration 1F: 3 clusters Score -4125840 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4126630.750000 Penalty: 5370.010742
	Iteration 2Q: 3 clusters Score -4126631 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4127683.000000 Penalty: 5370.010742
	Iteration 3Q: 3 clusters Score -4127683 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4129221.250000 Penalty: 5370.010742
	Iteration 4F: 3 clusters Score -4129221 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4131507.750000 Penalty: 5370.010742
	Iteration 5F: 3 clusters Score -4131508 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4134547.000000 Penalty: 5370.010742
	Iteration 6F: 3 clusters Score -4134547 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4137860.250000 Penalty: 5370.010742
	Iteration 7F: 3 clusters Score -4137860 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4140554.000000 Penalty: 5370.010742
	Iteration 8F: 3 clusters Score -4140554 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4142299.000000 Penalty: 5370.010742
	Iteration 9Q: 3 clusters Score -4142299 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4143278.000000 Penalty: 5370.010742
	Iteration 10Q: 3 clusters Score -4143278 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4143808.750000 Penalty: 5370.010742
	Iteration 11Q: 3 clusters Score -4143809 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4144123.750000 Penalty: 5370.010742
	Iteration 12Q: 3 clusters Score -4144124 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4144340.000000 Penalty: 5370.010742
	Iteration 13Q: 3 clusters Score -4144340 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4144500.750000 Penalty: 5370.010742
	Iteration 14Q: 3 clusters Score -4144501 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4144607.500000 Penalty: 5370.010742
	Iteration 15Q: 3 clusters Score -4144608 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4144701.000000 Penalty: 5370.010742
	Iteration 16Q: 3 clusters Score -4144701 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4144774.750000 Penalty: 5370.010742
	Iteration 17Q: 3 clusters Score -4144775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4144821.750000 Penalty: 5370.010742
	Iteration 18Q: 3 clusters Score -4144822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4144848.000000 Penalty: 5370.010742
	Iteration 19Q: 3 clusters Score -4144848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4144859.750000 Penalty: 5370.010742
	Iteration 20F: 3 clusters Score -4144860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4144872.250000 Penalty: 5370.010742
	Iteration 21Q: 3 clusters Score -4144872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4144888.750000 Penalty: 5370.010742
	Iteration 22Q: 3 clusters Score -4144889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4144907.500000 Penalty: 5370.010742
	Iteration 23Q: 3 clusters Score -4144908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4144917.000000 Penalty: 5370.010742
	Iteration 24Q: 3 clusters Score -4144917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4144929.500000 Penalty: 5370.010742
	Iteration 25Q: 3 clusters Score -4144930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4144933.250000 Penalty: 5370.010742
	Iteration 26Q: 3 clusters Score -4144933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4144941.250000 Penalty: 5370.010742
	Iteration 27Q: 3 clusters Score -4144941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4144953.750000 Penalty: 5370.010742
	Iteration 28Q: 3 clusters Score -4144954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4144955.000000 Penalty: 5370.010742
	Iteration 29Q: 3 clusters Score -4144955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4144954.500000 Penalty: 5370.010742
	Iteration 30Q: 3 clusters Score -4144954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4144954.750000 Penalty: 5370.010742
	Iteration 31Q: 3 clusters Score -4144955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4144961.000000 Penalty: 5370.010742
	Iteration 32Q: 3 clusters Score -4144961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4144962.000000 Penalty: 5370.010742
	Iteration 33Q: 3 clusters Score -4144962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4144969.000000 Penalty: 5370.010742
	Iteration 34Q: 3 clusters Score -4144969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4144963.750000 Penalty: 5370.010742
	Iteration 35Q: 3 clusters Score -4144964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4144964.250000 Penalty: 5370.010742
	Iteration 36Q: 3 clusters Score -4144964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4144968.750000 Penalty: 5370.010742
	Iteration 37Q: 3 clusters Score -4144969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4144977.000000 Penalty: 5370.010742
	Iteration 38Q: 3 clusters Score -4144977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4144978.750000 Penalty: 5370.010742
	Iteration 39Q: 3 clusters Score -4144979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4144978.750000 Penalty: 5370.010742
	Iteration 40F: 3 clusters Score -4144979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4144981.500000 Penalty: 5370.010742
	Iteration 41Q: 3 clusters Score -4144982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4144982.250000 Penalty: 5370.010742
	Iteration 42Q: 3 clusters Score -4144982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4144990.000000 Penalty: 5370.010742
	Iteration 43Q: 3 clusters Score -4144990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4144992.750000 Penalty: 5370.010742
	Iteration 44Q: 3 clusters Score -4144993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4144998.000000 Penalty: 5370.010742
	Iteration 45Q: 3 clusters Score -4144998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4144998.500000 Penalty: 5370.010742
	Iteration 46Q: 3 clusters Score -4144998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4145001.500000 Penalty: 5370.010742
	Iteration 47Q: 3 clusters Score -4145002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4145003.500000 Penalty: 5370.010742
	Iteration 48Q: 3 clusters Score -4145004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4145003.000000 Penalty: 5370.010742
	Iteration 49Q: 3 clusters Score -4145003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4145004.500000 Penalty: 5370.010742
	Iteration 50Q: 3 clusters Score -4145004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4145007.500000 Penalty: 5370.010742
	Iteration 51Q: 3 clusters Score -4145008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4145005.250000 Penalty: 5370.010742
	Iteration 52Q: 3 clusters Score -4145005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4145005.250000 Penalty: 5370.010742
	Iteration 53F: 3 clusters Score -4145005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Entering Unmasked Estep 
Score: -2648861.250000 Penalty: 2574.617188
	Iteration 0F: 2 clusters Score -2648861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2626879.000000 Penalty: 5149.234375
	Iteration 0F: 3 clusters Score -2626879 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2634936.500000 Penalty: 5149.234375
	Iteration 1F: 3 clusters Score -2634936 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2635420.750000 Penalty: 5149.234375
	Iteration 2Q: 3 clusters Score -2635421 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2635895.000000 Penalty: 5149.234375
	Iteration 3Q: 3 clusters Score -2635895 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2636427.250000 Penalty: 5149.234375
	Iteration 4Q: 3 clusters Score -2636427 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2637027.250000 Penalty: 5149.234375
	Iteration 5Q: 3 clusters Score -2637027 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2637681.250000 Penalty: 5149.234375
	Iteration 6Q: 3 clusters Score -2637681 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2638395.000000 Penalty: 5149.234375
	Iteration 7Q: 3 clusters Score -2638395 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2639207.000000 Penalty: 5149.234375
	Iteration 8Q: 3 clusters Score -2639207 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2640129.500000 Penalty: 5149.234375
	Iteration 9Q: 3 clusters Score -2640130 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2641071.250000 Penalty: 5149.234375
	Iteration 10Q: 3 clusters Score -2641071 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2641921.750000 Penalty: 5149.234375
	Iteration 11Q: 3 clusters Score -2641922 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2642524.000000 Penalty: 5149.234375
	Iteration 12Q: 3 clusters Score -2642524 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2642956.500000 Penalty: 5149.234375
	Iteration 13Q: 3 clusters Score -2642956 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2643178.250000 Penalty: 5149.234375
	Iteration 14Q: 3 clusters Score -2643178 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2643378.000000 Penalty: 5149.234375
	Iteration 15Q: 3 clusters Score -2643378 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2643583.250000 Penalty: 5149.234375
	Iteration 16Q: 3 clusters Score -2643583 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2643796.250000 Penalty: 5149.234375
	Iteration 17Q: 3 clusters Score -2643796 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2643986.750000 Penalty: 5149.234375
	Iteration 18Q: 3 clusters Score -2643987 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2644206.250000 Penalty: 5149.234375
	Iteration 19Q: 3 clusters Score -2644206 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2644409.500000 Penalty: 5149.234375
	Iteration 20F: 3 clusters Score -2644410 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2644574.250000 Penalty: 5149.234375
	Iteration 21Q: 3 clusters Score -2644574 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2644744.250000 Penalty: 5149.234375
	Iteration 22Q: 3 clusters Score -2644744 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2644915.500000 Penalty: 5149.234375
	Iteration 23Q: 3 clusters Score -2644916 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2645085.500000 Penalty: 5149.234375
	Iteration 24Q: 3 clusters Score -2645086 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2645215.000000 Penalty: 5149.234375
	Iteration 25Q: 3 clusters Score -2645215 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2645365.750000 Penalty: 5149.234375
	Iteration 26Q: 3 clusters Score -2645366 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2645514.250000 Penalty: 5149.234375
	Iteration 27Q: 3 clusters Score -2645514 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2645665.250000 Penalty: 5149.234375
	Iteration 28Q: 3 clusters Score -2645665 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2645790.000000 Penalty: 5149.234375
	Iteration 29Q: 3 clusters Score -2645790 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2645929.500000 Penalty: 5149.234375
	Iteration 30Q: 3 clusters Score -2645930 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2646077.250000 Penalty: 5149.234375
	Iteration 31Q: 3 clusters Score -2646077 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2646205.250000 Penalty: 5149.234375
	Iteration 32Q: 3 clusters Score -2646205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2646343.500000 Penalty: 5149.234375
	Iteration 33Q: 3 clusters Score -2646344 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2646458.250000 Penalty: 5149.234375
	Iteration 34Q: 3 clusters Score -2646458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2646546.750000 Penalty: 5149.234375
	Iteration 35Q: 3 clusters Score -2646547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2646653.250000 Penalty: 5149.234375
	Iteration 36Q: 3 clusters Score -2646653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2646737.250000 Penalty: 5149.234375
	Iteration 37Q: 3 clusters Score -2646737 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2646799.250000 Penalty: 5149.234375
	Iteration 38Q: 3 clusters Score -2646799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2646833.250000 Penalty: 5149.234375
	Iteration 39Q: 3 clusters Score -2646833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2646855.500000 Penalty: 5149.234375
	Iteration 40F: 3 clusters Score -2646856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2646866.000000 Penalty: 5149.234375
	Iteration 41Q: 3 clusters Score -2646866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2646875.500000 Penalty: 5149.234375
	Iteration 42Q: 3 clusters Score -2646876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2646874.750000 Penalty: 5149.234375
	Iteration 43Q: 3 clusters Score -2646875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2646886.250000 Penalty: 5149.234375
	Iteration 44Q: 3 clusters Score -2646886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2646888.250000 Penalty: 5149.234375
	Iteration 45Q: 3 clusters Score -2646888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2646897.000000 Penalty: 5149.234375
	Iteration 46Q: 3 clusters Score -2646897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2646903.500000 Penalty: 5149.234375
	Iteration 47Q: 3 clusters Score -2646904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2646909.500000 Penalty: 5149.234375
	Iteration 48Q: 3 clusters Score -2646910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2646910.250000 Penalty: 5149.234375
	Iteration 49Q: 3 clusters Score -2646910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2646913.250000 Penalty: 5149.234375
	Iteration 50Q: 3 clusters Score -2646913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2646912.500000 Penalty: 5149.234375
	Iteration 51Q: 3 clusters Score -2646912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2646915.250000 Penalty: 5149.234375
	Iteration 52Q: 3 clusters Score -2646915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2646915.250000 Penalty: 5149.234375
	Iteration 53Q: 3 clusters Score -2646915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2646918.750000 Penalty: 5149.234375
	Iteration 54Q: 3 clusters Score -2646919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2646923.250000 Penalty: 5149.234375
	Iteration 55Q: 3 clusters Score -2646923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2646919.000000 Penalty: 5149.234375
	Iteration 56Q: 3 clusters Score -2646919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2646919.000000 Penalty: 5149.234375
	Iteration 57F: 3 clusters Score -2646919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -253229.421875 Penalty: 2013.093506
	Iteration 0F: 2 clusters Score -253229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -249710.734375 Penalty: 4026.187012
	Iteration 0F: 3 clusters Score -249710.7 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -250418.062500 Penalty: 4026.187012
	Iteration 1F: 3 clusters Score -250418.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -250608.578125 Penalty: 4026.187012
	Iteration 2F: 3 clusters Score -250608.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -250732.484375 Penalty: 4026.187012
	Iteration 3F: 3 clusters Score -250732.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -250828.984375 Penalty: 4026.187012
	Iteration 4Q: 3 clusters Score -250829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -250887.484375 Penalty: 4026.187012
	Iteration 5Q: 3 clusters Score -250887.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -250929.109375 Penalty: 4026.187012
	Iteration 6Q: 3 clusters Score -250929.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -250962.671875 Penalty: 4026.187012
	Iteration 7Q: 3 clusters Score -250962.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -250989.125000 Penalty: 4026.187012
	Iteration 8Q: 3 clusters Score -250989.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -251016.875000 Penalty: 4026.187012
	Iteration 9Q: 3 clusters Score -251016.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -251033.343750 Penalty: 4026.187012
	Iteration 10Q: 3 clusters Score -251033.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -251047.250000 Penalty: 4026.187012
	Iteration 11Q: 3 clusters Score -251047.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -251058.062500 Penalty: 4026.187012
	Iteration 12Q: 3 clusters Score -251058.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -251067.765625 Penalty: 4026.187012
	Iteration 13Q: 3 clusters Score -251067.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -251076.453125 Penalty: 4026.187012
	Iteration 14Q: 3 clusters Score -251076.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -251087.140625 Penalty: 4026.187012
	Iteration 15Q: 3 clusters Score -251087.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -251097.250000 Penalty: 4026.187012
	Iteration 16Q: 3 clusters Score -251097.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -251105.484375 Penalty: 4026.187012
	Iteration 17Q: 3 clusters Score -251105.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -251114.609375 Penalty: 4026.187012
	Iteration 18Q: 3 clusters Score -251114.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -251131.171875 Penalty: 4026.187012
	Iteration 19Q: 3 clusters Score -251131.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -251145.406250 Penalty: 4026.187012
	Iteration 20F: 3 clusters Score -251145.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -251153.859375 Penalty: 4026.187012
	Iteration 21Q: 3 clusters Score -251153.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -251160.765625 Penalty: 4026.187012
	Iteration 22Q: 3 clusters Score -251160.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -251165.406250 Penalty: 4026.187012
	Iteration 23Q: 3 clusters Score -251165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -251170.406250 Penalty: 4026.187012
	Iteration 24Q: 3 clusters Score -251170.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -251177.437500 Penalty: 4026.187012
	Iteration 25Q: 3 clusters Score -251177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -251183.968750 Penalty: 4026.187012
	Iteration 26Q: 3 clusters Score -251184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -251193.812500 Penalty: 4026.187012
	Iteration 27Q: 3 clusters Score -251193.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -251203.406250 Penalty: 4026.187012
	Iteration 28Q: 3 clusters Score -251203.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -251213.234375 Penalty: 4026.187012
	Iteration 29Q: 3 clusters Score -251213.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -251223.656250 Penalty: 4026.187012
	Iteration 30Q: 3 clusters Score -251223.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -251231.078125 Penalty: 4026.187012
	Iteration 31Q: 3 clusters Score -251231.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -251239.453125 Penalty: 4026.187012
	Iteration 32Q: 3 clusters Score -251239.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -251250.921875 Penalty: 4026.187012
	Iteration 33Q: 3 clusters Score -251250.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -251260.875000 Penalty: 4026.187012
	Iteration 34Q: 3 clusters Score -251260.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -251269.734375 Penalty: 4026.187012
	Iteration 35Q: 3 clusters Score -251269.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -251277.000000 Penalty: 4026.187012
	Iteration 36Q: 3 clusters Score -251277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -251285.796875 Penalty: 4026.187012
	Iteration 37Q: 3 clusters Score -251285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -251294.984375 Penalty: 4026.187012
	Iteration 38Q: 3 clusters Score -251295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -251299.921875 Penalty: 4026.187012
	Iteration 39Q: 3 clusters Score -251299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -251301.421875 Penalty: 4026.187012
	Iteration 40F: 3 clusters Score -251301.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -251304.640625 Penalty: 4026.187012
	Iteration 41Q: 3 clusters Score -251304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -251306.687500 Penalty: 4026.187012
	Iteration 42Q: 3 clusters Score -251306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -251307.843750 Penalty: 4026.187012
	Iteration 43Q: 3 clusters Score -251307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -251308.984375 Penalty: 4026.187012
	Iteration 44Q: 3 clusters Score -251309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -251310.093750 Penalty: 4026.187012
	Iteration 45Q: 3 clusters Score -251310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -251311.312500 Penalty: 4026.187012
	Iteration 46Q: 3 clusters Score -251311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -251314.031250 Penalty: 4026.187012
	Iteration 47Q: 3 clusters Score -251314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -251318.750000 Penalty: 4026.187012
	Iteration 48Q: 3 clusters Score -251318.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -251323.968750 Penalty: 4026.187012
	Iteration 49Q: 3 clusters Score -251324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -251329.265625 Penalty: 4026.187012
	Iteration 50Q: 3 clusters Score -251329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -251335.906250 Penalty: 4026.187012
	Iteration 51Q: 3 clusters Score -251335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -251343.250000 Penalty: 4026.187012
	Iteration 52Q: 3 clusters Score -251343.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -251351.109375 Penalty: 4026.187012
	Iteration 53Q: 3 clusters Score -251351.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -251359.750000 Penalty: 4026.187012
	Iteration 54Q: 3 clusters Score -251359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -251365.046875 Penalty: 4026.187012
	Iteration 55Q: 3 clusters Score -251365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -251368.890625 Penalty: 4026.187012
	Iteration 56Q: 3 clusters Score -251368.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -251376.296875 Penalty: 4026.187012
	Iteration 57Q: 3 clusters Score -251376.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -251385.250000 Penalty: 4026.187012
	Iteration 58Q: 3 clusters Score -251385.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -251393.593750 Penalty: 4026.187012
	Iteration 59Q: 3 clusters Score -251393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -251398.515625 Penalty: 4026.187012
	Iteration 60F: 3 clusters Score -251398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -251402.609375 Penalty: 4026.187012
	Iteration 61Q: 3 clusters Score -251402.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -251409.812500 Penalty: 4026.187012
	Iteration 62Q: 3 clusters Score -251409.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -251416.718750 Penalty: 4026.187012
	Iteration 63Q: 3 clusters Score -251416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -251421.125000 Penalty: 4026.187012
	Iteration 64Q: 3 clusters Score -251421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -251428.171875 Penalty: 4026.187012
	Iteration 65Q: 3 clusters Score -251428.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -251434.468750 Penalty: 4026.187012
	Iteration 66Q: 3 clusters Score -251434.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -251438.843750 Penalty: 4026.187012
	Iteration 67Q: 3 clusters Score -251438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -251440.937500 Penalty: 4026.187012
	Iteration 68Q: 3 clusters Score -251440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -251441.609375 Penalty: 4026.187012
	Iteration 69Q: 3 clusters Score -251441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -251442.500000 Penalty: 4026.187012
	Iteration 70Q: 3 clusters Score -251442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -251444.968750 Penalty: 4026.187012
	Iteration 71Q: 3 clusters Score -251445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -251447.000000 Penalty: 4026.187012
	Iteration 72Q: 3 clusters Score -251447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -251449.843750 Penalty: 4026.187012
	Iteration 73Q: 3 clusters Score -251449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -251451.937500 Penalty: 4026.187012
	Iteration 74Q: 3 clusters Score -251451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -251455.062500 Penalty: 4026.187012
	Iteration 75Q: 3 clusters Score -251455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -251457.406250 Penalty: 4026.187012
	Iteration 76Q: 3 clusters Score -251457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -251460.234375 Penalty: 4026.187012
	Iteration 77Q: 3 clusters Score -251460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -251462.312500 Penalty: 4026.187012
	Iteration 78Q: 3 clusters Score -251462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -251464.750000 Penalty: 4026.187012
	Iteration 79Q: 3 clusters Score -251464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -251467.156250 Penalty: 4026.187012
	Iteration 80F: 3 clusters Score -251467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -251468.453125 Penalty: 4026.187012
	Iteration 81Q: 3 clusters Score -251468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -251470.046875 Penalty: 4026.187012
	Iteration 82Q: 3 clusters Score -251470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -251471.234375 Penalty: 4026.187012
	Iteration 83Q: 3 clusters Score -251471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -251471.921875 Penalty: 4026.187012
	Iteration 84Q: 3 clusters Score -251471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -251471.921875 Penalty: 4026.187012
	Iteration 85F: 3 clusters Score -251471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -229028.453125 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -229028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225783.015625 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -225783 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -226437.593750 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -226437.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -226576.703125 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -226576.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -226660.375000 Penalty: 3966.173340
	Iteration 3Q: 3 clusters Score -226660.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -226710.187500 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -226710.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -226746.765625 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -226746.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -226772.406250 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -226772.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -226794.015625 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -226794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -226813.421875 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -226813.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -226834.656250 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -226834.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -226856.843750 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -226856.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -226881.828125 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -226881.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -226904.125000 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -226904.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -226922.359375 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -226922.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -226937.031250 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -226937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -226949.000000 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -226949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -226962.000000 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -226962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226975.875000 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -226975.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -226989.796875 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -226989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -227002.375000 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -227002.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -227008.703125 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -227008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -227012.921875 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -227012.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227019.265625 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -227019.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -227022.984375 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -227023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -227028.390625 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -227028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -227037.984375 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -227038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227045.750000 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -227045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227049.375000 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -227049.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -227052.656250 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -227052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -227054.218750 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -227054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -227055.953125 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -227056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -227058.984375 Penalty: 3966.173340
	Iteration 31Q: 3 clusters Score -227059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -227061.609375 Penalty: 3966.173340
	Iteration 32Q: 3 clusters Score -227061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -227062.328125 Penalty: 3966.173340
	Iteration 33Q: 3 clusters Score -227062.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -227062.328125 Penalty: 3966.173340
	Iteration 34F: 3 clusters Score -227062.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Entering Unmasked Estep 
Score: -295636.375000 Penalty: 2049.498291
	Iteration 0F: 2 clusters Score -295636.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -291800.468750 Penalty: 4098.996582
	Iteration 0F: 3 clusters Score -291800.5 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -292659.750000 Penalty: 4098.996582
	Iteration 1F: 3 clusters Score -292659.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -292900.593750 Penalty: 4098.996582
	Iteration 2F: 3 clusters Score -292900.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -293062.781250 Penalty: 4098.996582
	Iteration 3F: 3 clusters Score -293062.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -293170.062500 Penalty: 4098.996582
	Iteration 4Q: 3 clusters Score -293170.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -293241.812500 Penalty: 4098.996582
	Iteration 5Q: 3 clusters Score -293241.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -293285.718750 Penalty: 4098.996582
	Iteration 6Q: 3 clusters Score -293285.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -293325.000000 Penalty: 4098.996582
	Iteration 7Q: 3 clusters Score -293325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -293353.687500 Penalty: 4098.996582
	Iteration 8Q: 3 clusters Score -293353.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -293381.687500 Penalty: 4098.996582
	Iteration 9Q: 3 clusters Score -293381.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -293403.937500 Penalty: 4098.996582
	Iteration 10Q: 3 clusters Score -293403.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -293426.968750 Penalty: 4098.996582
	Iteration 11Q: 3 clusters Score -293427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -293447.906250 Penalty: 4098.996582
	Iteration 12Q: 3 clusters Score -293447.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -293470.687500 Penalty: 4098.996582
	Iteration 13Q: 3 clusters Score -293470.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -293485.968750 Penalty: 4098.996582
	Iteration 14Q: 3 clusters Score -293486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -293497.687500 Penalty: 4098.996582
	Iteration 15Q: 3 clusters Score -293497.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -293515.250000 Penalty: 4098.996582
	Iteration 16Q: 3 clusters Score -293515.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -293536.781250 Penalty: 4098.996582
	Iteration 17Q: 3 clusters Score -293536.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -293550.312500 Penalty: 4098.996582
	Iteration 18Q: 3 clusters Score -293550.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -293564.437500 Penalty: 4098.996582
	Iteration 19Q: 3 clusters Score -293564.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -293578.375000 Penalty: 4098.996582
	Iteration 20F: 3 clusters Score -293578.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -293590.875000 Penalty: 4098.996582
	Iteration 21Q: 3 clusters Score -293590.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -293601.625000 Penalty: 4098.996582
	Iteration 22Q: 3 clusters Score -293601.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -293611.781250 Penalty: 4098.996582
	Iteration 23Q: 3 clusters Score -293611.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -293617.718750 Penalty: 4098.996582
	Iteration 24Q: 3 clusters Score -293617.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -293621.687500 Penalty: 4098.996582
	Iteration 25Q: 3 clusters Score -293621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -293629.312500 Penalty: 4098.996582
	Iteration 26Q: 3 clusters Score -293629.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -293637.937500 Penalty: 4098.996582
	Iteration 27Q: 3 clusters Score -293637.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -293642.718750 Penalty: 4098.996582
	Iteration 28Q: 3 clusters Score -293642.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -293650.406250 Penalty: 4098.996582
	Iteration 29Q: 3 clusters Score -293650.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -293654.218750 Penalty: 4098.996582
	Iteration 30Q: 3 clusters Score -293654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -293658.437500 Penalty: 4098.996582
	Iteration 31Q: 3 clusters Score -293658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -293659.437500 Penalty: 4098.996582
	Iteration 32Q: 3 clusters Score -293659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -293661.625000 Penalty: 4098.996582
	Iteration 33Q: 3 clusters Score -293661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -293663.468750 Penalty: 4098.996582
	Iteration 34Q: 3 clusters Score -293663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -293664.093750 Penalty: 4098.996582
	Iteration 35Q: 3 clusters Score -293664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -293665.125000 Penalty: 4098.996582
	Iteration 36Q: 3 clusters Score -293665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -293665.312500 Penalty: 4098.996582
	Iteration 37Q: 3 clusters Score -293665.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -293667.093750 Penalty: 4098.996582
	Iteration 38Q: 3 clusters Score -293667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -293668.156250 Penalty: 4098.996582
	Iteration 39Q: 3 clusters Score -293668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -293669.156250 Penalty: 4098.996582
	Iteration 40F: 3 clusters Score -293669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -293672.250000 Penalty: 4098.996582
	Iteration 41Q: 3 clusters Score -293672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -293676.093750 Penalty: 4098.996582
	Iteration 42Q: 3 clusters Score -293676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -293679.625000 Penalty: 4098.996582
	Iteration 43Q: 3 clusters Score -293679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -293684.531250 Penalty: 4098.996582
	Iteration 44Q: 3 clusters Score -293684.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -293690.656250 Penalty: 4098.996582
	Iteration 45Q: 3 clusters Score -293690.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -293695.343750 Penalty: 4098.996582
	Iteration 46Q: 3 clusters Score -293695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -293700.718750 Penalty: 4098.996582
	Iteration 47Q: 3 clusters Score -293700.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -293704.812500 Penalty: 4098.996582
	Iteration 48Q: 3 clusters Score -293704.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -293710.687500 Penalty: 4098.996582
	Iteration 49Q: 3 clusters Score -293710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -293716.875000 Penalty: 4098.996582
	Iteration 50Q: 3 clusters Score -293716.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -293722.531250 Penalty: 4098.996582
	Iteration 51Q: 3 clusters Score -293722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -293728.781250 Penalty: 4098.996582
	Iteration 52Q: 3 clusters Score -293728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -293733.343750 Penalty: 4098.996582
	Iteration 53Q: 3 clusters Score -293733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -293736.812500 Penalty: 4098.996582
	Iteration 54Q: 3 clusters Score -293736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -293741.375000 Penalty: 4098.996582
	Iteration 55Q: 3 clusters Score -293741.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -293746.500000 Penalty: 4098.996582
	Iteration 56Q: 3 clusters Score -293746.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -293748.656250 Penalty: 4098.996582
	Iteration 57Q: 3 clusters Score -293748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -293750.062500 Penalty: 4098.996582
	Iteration 58Q: 3 clusters Score -293750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -293750.437500 Penalty: 4098.996582
	Iteration 59Q: 3 clusters Score -293750.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -293751.062500 Penalty: 4098.996582
	Iteration 60F: 3 clusters Score -293751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -293751.468750 Penalty: 4098.996582
	Iteration 61Q: 3 clusters Score -293751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -293752.187500 Penalty: 4098.996582
	Iteration 62Q: 3 clusters Score -293752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -293752.375000 Penalty: 4098.996582
	Iteration 63Q: 3 clusters Score -293752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -293752.937500 Penalty: 4098.996582
	Iteration 64Q: 3 clusters Score -293752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -293752.937500 Penalty: 4098.996582
	Iteration 65F: 3 clusters Score -293752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Entering Unmasked Estep 
Score: -1162576.375000 Penalty: 2369.550537
	Iteration 0F: 2 clusters Score -1162576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1152288.250000 Penalty: 4739.101074
	Iteration 0F: 3 clusters Score -1152288 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1155379.250000 Penalty: 4739.101074
	Iteration 1F: 3 clusters Score -1155379 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1155691.000000 Penalty: 4739.101074
	Iteration 2F: 3 clusters Score -1155691 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1155900.250000 Penalty: 4739.101074
	Iteration 3Q: 3 clusters Score -1155900 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1156049.625000 Penalty: 4739.101074
	Iteration 4Q: 3 clusters Score -1156050 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1156163.375000 Penalty: 4739.101074
	Iteration 5Q: 3 clusters Score -1156163 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1156258.000000 Penalty: 4739.101074
	Iteration 6Q: 3 clusters Score -1156258 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1156339.000000 Penalty: 4739.101074
	Iteration 7Q: 3 clusters Score -1156339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1156413.375000 Penalty: 4739.101074
	Iteration 8Q: 3 clusters Score -1156413 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1156470.375000 Penalty: 4739.101074
	Iteration 9Q: 3 clusters Score -1156470 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1156529.500000 Penalty: 4739.101074
	Iteration 10Q: 3 clusters Score -1156530 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1156596.500000 Penalty: 4739.101074
	Iteration 11Q: 3 clusters Score -1156596 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1156672.875000 Penalty: 4739.101074
	Iteration 12Q: 3 clusters Score -1156673 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1156774.375000 Penalty: 4739.101074
	Iteration 13Q: 3 clusters Score -1156774 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1156879.000000 Penalty: 4739.101074
	Iteration 14Q: 3 clusters Score -1156879 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1157018.625000 Penalty: 4739.101074
	Iteration 15Q: 3 clusters Score -1157019 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1157211.500000 Penalty: 4739.101074
	Iteration 16Q: 3 clusters Score -1157212 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1157454.125000 Penalty: 4739.101074
	Iteration 17Q: 3 clusters Score -1157454 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1157777.875000 Penalty: 4739.101074
	Iteration 18Q: 3 clusters Score -1157778 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1158141.125000 Penalty: 4739.101074
	Iteration 19Q: 3 clusters Score -1158141 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1158538.750000 Penalty: 4739.101074
	Iteration 20F: 3 clusters Score -1158539 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1158901.000000 Penalty: 4739.101074
	Iteration 21Q: 3 clusters Score -1158901 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1159235.500000 Penalty: 4739.101074
	Iteration 22Q: 3 clusters Score -1159236 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1159512.875000 Penalty: 4739.101074
	Iteration 23Q: 3 clusters Score -1159513 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1159726.625000 Penalty: 4739.101074
	Iteration 24Q: 3 clusters Score -1159727 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1159877.625000 Penalty: 4739.101074
	Iteration 25Q: 3 clusters Score -1159878 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1160004.875000 Penalty: 4739.101074
	Iteration 26Q: 3 clusters Score -1160005 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1160094.500000 Penalty: 4739.101074
	Iteration 27Q: 3 clusters Score -1160094 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1160172.000000 Penalty: 4739.101074
	Iteration 28Q: 3 clusters Score -1160172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1160240.750000 Penalty: 4739.101074
	Iteration 29Q: 3 clusters Score -1160241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1160275.250000 Penalty: 4739.101074
	Iteration 30Q: 3 clusters Score -1160275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1160296.375000 Penalty: 4739.101074
	Iteration 31Q: 3 clusters Score -1160296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1160315.250000 Penalty: 4739.101074
	Iteration 32Q: 3 clusters Score -1160315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1160331.500000 Penalty: 4739.101074
	Iteration 33Q: 3 clusters Score -1160332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1160339.750000 Penalty: 4739.101074
	Iteration 34Q: 3 clusters Score -1160340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1160347.375000 Penalty: 4739.101074
	Iteration 35Q: 3 clusters Score -1160347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1160358.375000 Penalty: 4739.101074
	Iteration 36Q: 3 clusters Score -1160358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1160364.250000 Penalty: 4739.101074
	Iteration 37Q: 3 clusters Score -1160364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1160368.250000 Penalty: 4739.101074
	Iteration 38Q: 3 clusters Score -1160368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1160377.375000 Penalty: 4739.101074
	Iteration 39Q: 3 clusters Score -1160377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1160385.625000 Penalty: 4739.101074
	Iteration 40F: 3 clusters Score -1160386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1160393.750000 Penalty: 4739.101074
	Iteration 41Q: 3 clusters Score -1160394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1160400.875000 Penalty: 4739.101074
	Iteration 42Q: 3 clusters Score -1160401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1160403.750000 Penalty: 4739.101074
	Iteration 43Q: 3 clusters Score -1160404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1160409.125000 Penalty: 4739.101074
	Iteration 44Q: 3 clusters Score -1160409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1160413.125000 Penalty: 4739.101074
	Iteration 45Q: 3 clusters Score -1160413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1160416.375000 Penalty: 4739.101074
	Iteration 46Q: 3 clusters Score -1160416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1160422.000000 Penalty: 4739.101074
	Iteration 47Q: 3 clusters Score -1160422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1160424.125000 Penalty: 4739.101074
	Iteration 48Q: 3 clusters Score -1160424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1160425.500000 Penalty: 4739.101074
	Iteration 49Q: 3 clusters Score -1160426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1160426.875000 Penalty: 4739.101074
	Iteration 50Q: 3 clusters Score -1160427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1160428.500000 Penalty: 4739.101074
	Iteration 51Q: 3 clusters Score -1160428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1160429.250000 Penalty: 4739.101074
	Iteration 52Q: 3 clusters Score -1160429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1160429.500000 Penalty: 4739.101074
	Iteration 53Q: 3 clusters Score -1160430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1160430.250000 Penalty: 4739.101074
	Iteration 54Q: 3 clusters Score -1160430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1160429.750000 Penalty: 4739.101074
	Iteration 55Q: 3 clusters Score -1160430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1160431.000000 Penalty: 4739.101074
	Iteration 56Q: 3 clusters Score -1160431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1160437.375000 Penalty: 4739.101074
	Iteration 57Q: 3 clusters Score -1160437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1160440.375000 Penalty: 4739.101074
	Iteration 58Q: 3 clusters Score -1160440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1160439.750000 Penalty: 4739.101074
	Iteration 59Q: 3 clusters Score -1160440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1160439.875000 Penalty: 4739.101074
	Iteration 60F: 3 clusters Score -1160440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1160442.625000 Penalty: 4739.101074
	Iteration 61Q: 3 clusters Score -1160443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1160443.875000 Penalty: 4739.101074
	Iteration 62Q: 3 clusters Score -1160444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1160444.750000 Penalty: 4739.101074
	Iteration 63Q: 3 clusters Score -1160445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1160446.375000 Penalty: 4739.101074
	Iteration 64Q: 3 clusters Score -1160446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1160445.875000 Penalty: 4739.101074
	Iteration 65Q: 3 clusters Score -1160446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1160447.750000 Penalty: 4739.101074
	Iteration 66Q: 3 clusters Score -1160448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1160448.000000 Penalty: 4739.101074
	Iteration 67Q: 3 clusters Score -1160448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1160448.000000 Penalty: 4739.101074
	Iteration 68F: 3 clusters Score -1160448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -380496.812500 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -380496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -376028.843750 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -376028.8 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -377042.125000 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -377042.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -377260.687500 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -377260.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -377401.437500 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -377401.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -377512.437500 Penalty: 4217.434082
	Iteration 4Q: 3 clusters Score -377512.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -377611.843750 Penalty: 4217.434082
	Iteration 5Q: 3 clusters Score -377611.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -377724.968750 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -377725 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -377854.625000 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -377854.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -377993.562500 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -377993.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -378133.250000 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -378133.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -378293.031250 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -378293 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -378449.968750 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -378450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -378622.875000 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -378622.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -378785.218750 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -378785.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -378907.343750 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -378907.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -379001.468750 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -379001.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -379063.156250 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -379063.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -379098.968750 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -379099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -379124.500000 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -379124.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -379142.656250 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -379142.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -379153.468750 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -379153.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -379162.875000 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -379162.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -379166.218750 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -379166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -379169.125000 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -379169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -379171.718750 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -379171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -379173.281250 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -379173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -379174.312500 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -379174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -379176.187500 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -379176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -379177.312500 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -379177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -379178.125000 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -379178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -379178.093750 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -379178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -379178.093750 Penalty: 4217.434082
	Iteration 31F: 3 clusters Score -379178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (845129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845129 members 
Entering Unmasked Estep 
Score: -68244336.000000 Penalty: 3384.516602
	Iteration 0F: 2 clusters Score -6.824434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422198 members 
Mstep: Class 2 contains 422931 members 
Entering Unmasked Estep 
Score: -67679808.000000 Penalty: 6769.033203
	Iteration 0F: 3 clusters Score -6.767981e+07 nChanged 414723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410693 members 
Mstep: Class 2 contains 434436 members 
Entering Unmasked Estep 
Score: -67929040.000000 Penalty: 6769.033203
	Iteration 1F: 3 clusters Score -6.792904e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402486 members 
Mstep: Class 2 contains 442643 members 
Entering Unmasked Estep 
Score: -67931792.000000 Penalty: 6769.033203
	Iteration 2Q: 3 clusters Score -6.793179e+07 nChanged 18706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389116 members 
Mstep: Class 2 contains 456013 members 
Entering Unmasked Estep 
Score: -67935736.000000 Penalty: 6769.033203
	Iteration 3Q: 3 clusters Score -6.793574e+07 nChanged 24797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367529 members 
Mstep: Class 2 contains 477600 members 
Entering Unmasked Estep 
Score: -67942344.000000 Penalty: 6769.033203
	Iteration 4Q: 3 clusters Score -6.794234e+07 nChanged 35730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333389 members 
Mstep: Class 2 contains 511740 members 
Entering Unmasked Estep 
Score: -67956072.000000 Penalty: 6769.033203
	Iteration 5Q: 3 clusters Score -6.795607e+07 nChanged 52357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281716 members 
Mstep: Class 2 contains 563413 members 
Entering Unmasked Estep 
Score: -67985104.000000 Penalty: 6769.033203
	Iteration 6F: 3 clusters Score -6.79851e+07 nChanged 71618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210314 members 
Mstep: Class 2 contains 634815 members 
Entering Unmasked Estep 
Score: -68037808.000000 Penalty: 6769.033203
	Iteration 7F: 3 clusters Score -6.803781e+07 nChanged 82841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127539 members 
Mstep: Class 2 contains 717590 members 
Entering Unmasked Estep 
Score: -68114232.000000 Penalty: 6769.033203
	Iteration 8F: 3 clusters Score -6.811423e+07 nChanged 70821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 788403 members 
Entering Unmasked Estep 
Score: -68185096.000000 Penalty: 6769.033203
	Iteration 9F: 3 clusters Score -6.81851e+07 nChanged 38583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 826986 members 
Entering Unmasked Estep 
Score: -68224224.000000 Penalty: 6769.033203
	Iteration 10Q: 3 clusters Score -6.822422e+07 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 840386 members 
Entering Unmasked Estep 
Score: -68236984.000000 Penalty: 6769.033203
	Iteration 11Q: 3 clusters Score -6.823698e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 843825 members 
Entering Unmasked Estep 
Score: -68240008.000000 Penalty: 6769.033203
	Iteration 12Q: 3 clusters Score -6.824001e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 844595 members 
Entering Unmasked Estep 
Score: -68240624.000000 Penalty: 6769.033203
	Iteration 13Q: 3 clusters Score -6.824062e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 844751 members 
Entering Unmasked Estep 
Score: -68240824.000000 Penalty: 6769.033203
	Iteration 14Q: 3 clusters Score -6.824082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 844809 members 
Entering Unmasked Estep 
Score: -68240984.000000 Penalty: 6769.033203
	Iteration 15Q: 3 clusters Score -6.824098e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 844838 members 
Entering Unmasked Estep 
Score: -68241088.000000 Penalty: 6769.033203
	Iteration 16Q: 3 clusters Score -6.824109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 844860 members 
Entering Unmasked Estep 
Score: -68241104.000000 Penalty: 6769.033203
	Iteration 17Q: 3 clusters Score -6.82411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 844873 members 
Entering Unmasked Estep 
Score: -68241128.000000 Penalty: 6769.033203
	Iteration 18Q: 3 clusters Score -6.824113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 844872 members 
Entering Unmasked Estep 
Score: -68241120.000000 Penalty: 6769.033203
	Iteration 19Q: 3 clusters Score -6.824112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 844876 members 
Entering Unmasked Estep 
Score: -68241128.000000 Penalty: 6769.033203
	Iteration 20F: 3 clusters Score -6.824113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 844878 members 
Entering Unmasked Estep 
Score: -68241128.000000 Penalty: 6769.033203
	Iteration 21Q: 3 clusters Score -6.824113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 844880 members 
Entering Unmasked Estep 
Score: -68241136.000000 Penalty: 6769.033203
	Iteration 22Q: 3 clusters Score -6.824114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 844882 members 
Entering Unmasked Estep 
Score: -68241136.000000 Penalty: 6769.033203
	Iteration 23Q: 3 clusters Score -6.824114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 844881 members 
Entering Unmasked Estep 
Score: -68241136.000000 Penalty: 6769.033203
	Iteration 24Q: 3 clusters Score -6.824114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 844880 members 
Entering Unmasked Estep 
Score: -68241128.000000 Penalty: 6769.033203
	Iteration 25Q: 3 clusters Score -6.824113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 844878 members 
Entering Unmasked Estep 
Score: -68241152.000000 Penalty: 6769.033203
	Iteration 26Q: 3 clusters Score -6.824115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 844878 members 
Entering Unmasked Estep 
Score: -68241152.000000 Penalty: 6769.033203
	Iteration 27F: 3 clusters Score -6.824115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -86508.195312 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -86508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -84439.000000 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -84439 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84784.093750 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -84784.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84883.609375 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -84883.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84928.273438 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -84928.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -84956.234375 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -84956.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -84976.250000 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -84976.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -84985.195312 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -84985.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -84992.578125 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -84992.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84997.968750 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -84997.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -85001.507812 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -85001.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -85003.679688 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -85003.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -85005.234375 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -85005.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -85008.718750 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -85008.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -85012.156250 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -85012.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -85018.281250 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -85018.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -85023.187500 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -85023.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -85028.367188 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -85028.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -85028.687500 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -85028.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85028.898438 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -85028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -85029.671875 Penalty: 3506.235596
	Iteration 19Q: 3 clusters Score -85029.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -85029.671875 Penalty: 3506.235596
	Iteration 20F: 3 clusters Score -85029.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -217104.187500 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -217104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -213935.062500 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -213935.1 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -214732.578125 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -214732.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -215018.578125 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -215018.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -215233.671875 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -215233.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215410.406250 Penalty: 3953.315918
	Iteration 4F: 3 clusters Score -215410.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215567.390625 Penalty: 3953.315918
	Iteration 5F: 3 clusters Score -215567.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215701.875000 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -215701.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215793.406250 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -215793.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -215870.015625 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -215870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215934.015625 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -215934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -215971.484375 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -215971.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -216001.765625 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -216001.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -216023.906250 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -216023.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -216031.890625 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -216031.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -216040.187500 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -216040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -216044.625000 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -216044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -216046.421875 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -216046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216049.562500 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -216049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216051.312500 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -216051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216052.437500 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -216052.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216052.437500 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -216052.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -651506.625000 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -651506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -644830.500000 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -644830.5 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -646741.500000 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -646741.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -647047.937500 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -647047.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -647318.750000 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -647318.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -647574.000000 Penalty: 4485.848633
	Iteration 4Q: 3 clusters Score -647574 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -647813.875000 Penalty: 4485.848633
	Iteration 5Q: 3 clusters Score -647813.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -648045.812500 Penalty: 4485.848633
	Iteration 6Q: 3 clusters Score -648045.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -648277.437500 Penalty: 4485.848633
	Iteration 7Q: 3 clusters Score -648277.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -648523.625000 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -648523.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -648808.437500 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -648808.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -649092.750000 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -649092.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -649346.125000 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -649346.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -649599.937500 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -649599.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -649847.062500 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -649847.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -650022.625000 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -650022.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -650128.250000 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -650128.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -650190.375000 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -650190.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -650227.500000 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -650227.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -650254.000000 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -650254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -650267.437500 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -650267.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -650276.750000 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -650276.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -650281.687500 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -650281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -650284.312500 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -650284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -650289.437500 Penalty: 4485.848633
	Iteration 23Q: 3 clusters Score -650289.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -650292.187500 Penalty: 4485.848633
	Iteration 24Q: 3 clusters Score -650292.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -650296.750000 Penalty: 4485.848633
	Iteration 25Q: 3 clusters Score -650296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -650298.375000 Penalty: 4485.848633
	Iteration 26Q: 3 clusters Score -650298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -650300.250000 Penalty: 4485.848633
	Iteration 27Q: 3 clusters Score -650300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -650300.062500 Penalty: 4485.848633
	Iteration 28Q: 3 clusters Score -650300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -650302.187500 Penalty: 4485.848633
	Iteration 29Q: 3 clusters Score -650302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -650301.250000 Penalty: 4485.848633
	Iteration 30Q: 3 clusters Score -650301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -650301.500000 Penalty: 4485.848633
	Iteration 31Q: 3 clusters Score -650301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -650303.312500 Penalty: 4485.848633
	Iteration 32Q: 3 clusters Score -650303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -650303.937500 Penalty: 4485.848633
	Iteration 33Q: 3 clusters Score -650303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -650305.000000 Penalty: 4485.848633
	Iteration 34Q: 3 clusters Score -650305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -650305.875000 Penalty: 4485.848633
	Iteration 35Q: 3 clusters Score -650305.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -650308.062500 Penalty: 4485.848633
	Iteration 36Q: 3 clusters Score -650308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -650307.562500 Penalty: 4485.848633
	Iteration 37Q: 3 clusters Score -650307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -650308.250000 Penalty: 4485.848633
	Iteration 38Q: 3 clusters Score -650308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -650308.187500 Penalty: 4485.848633
	Iteration 39Q: 3 clusters Score -650308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -650310.250000 Penalty: 4485.848633
	Iteration 40F: 3 clusters Score -650310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -650309.562500 Penalty: 4485.848633
	Iteration 41Q: 3 clusters Score -650309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -650310.312500 Penalty: 4485.848633
	Iteration 42Q: 3 clusters Score -650310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -650310.250000 Penalty: 4485.848633
	Iteration 43Q: 3 clusters Score -650310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -650310.687500 Penalty: 4485.848633
	Iteration 44Q: 3 clusters Score -650310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -650311.625000 Penalty: 4485.848633
	Iteration 45Q: 3 clusters Score -650311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -650312.375000 Penalty: 4485.848633
	Iteration 46Q: 3 clusters Score -650312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -650311.750000 Penalty: 4485.848633
	Iteration 47Q: 3 clusters Score -650311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -650313.812500 Penalty: 4485.848633
	Iteration 48Q: 3 clusters Score -650313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -650314.562500 Penalty: 4485.848633
	Iteration 49Q: 3 clusters Score -650314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -650316.937500 Penalty: 4485.848633
	Iteration 50Q: 3 clusters Score -650316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -650315.937500 Penalty: 4485.848633
	Iteration 51Q: 3 clusters Score -650315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -650314.937500 Penalty: 4485.848633
	Iteration 52Q: 3 clusters Score -650314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -650316.062500 Penalty: 4485.848633
	Iteration 53Q: 3 clusters Score -650316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -650316.937500 Penalty: 4485.848633
	Iteration 54Q: 3 clusters Score -650316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -650315.687500 Penalty: 4485.848633
	Iteration 55Q: 3 clusters Score -650315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -650317.500000 Penalty: 4485.848633
	Iteration 56Q: 3 clusters Score -650317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -650317.875000 Penalty: 4485.848633
	Iteration 57Q: 3 clusters Score -650317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -650319.000000 Penalty: 4485.848633
	Iteration 58Q: 3 clusters Score -650319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -650319.500000 Penalty: 4485.848633
	Iteration 59Q: 3 clusters Score -650319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -650318.250000 Penalty: 4485.848633
	Iteration 60F: 3 clusters Score -650318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -650318.000000 Penalty: 4485.848633
	Iteration 61Q: 3 clusters Score -650318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -650318.750000 Penalty: 4485.848633
	Iteration 62Q: 3 clusters Score -650318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -650319.187500 Penalty: 4485.848633
	Iteration 63Q: 3 clusters Score -650319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -650319.187500 Penalty: 4485.848633
	Iteration 64F: 3 clusters Score -650319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Entering Unmasked Estep 
Score: -8017754.000000 Penalty: 2849.033447
	Iteration 0F: 2 clusters Score -8017754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -7952297.500000 Penalty: 5698.066895
	Iteration 0F: 3 clusters Score -7952298 nChanged 46112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -7978725.000000 Penalty: 5698.066895
	Iteration 1F: 3 clusters Score -7978725 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -7979586.500000 Penalty: 5698.066895
	Iteration 2Q: 3 clusters Score -7979586 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -7980960.000000 Penalty: 5698.066895
	Iteration 3Q: 3 clusters Score -7980960 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -7983214.500000 Penalty: 5698.066895
	Iteration 4Q: 3 clusters Score -7983214 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -7986716.000000 Penalty: 5698.066895
	Iteration 5F: 3 clusters Score -7986716 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -7991997.500000 Penalty: 5698.066895
	Iteration 6F: 3 clusters Score -7991998 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -7998675.500000 Penalty: 5698.066895
	Iteration 7F: 3 clusters Score -7998676 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -8005312.500000 Penalty: 5698.066895
	Iteration 8F: 3 clusters Score -8005312 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -8010257.000000 Penalty: 5698.066895
	Iteration 9F: 3 clusters Score -8010257 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -8013087.500000 Penalty: 5698.066895
	Iteration 10Q: 3 clusters Score -8013088 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 96206 members 
Entering Unmasked Estep 
Score: -8014300.500000 Penalty: 5698.066895
	Iteration 11Q: 3 clusters Score -8014300 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 96747 members 
Entering Unmasked Estep 
Score: -8014843.000000 Penalty: 5698.066895
	Iteration 12Q: 3 clusters Score -8014843 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -8015058.500000 Penalty: 5698.066895
	Iteration 13Q: 3 clusters Score -8015058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -8015147.500000 Penalty: 5698.066895
	Iteration 14Q: 3 clusters Score -8015148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 97054 members 
Entering Unmasked Estep 
Score: -8015222.000000 Penalty: 5698.066895
	Iteration 15Q: 3 clusters Score -8015222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 97086 members 
Entering Unmasked Estep 
Score: -8015265.500000 Penalty: 5698.066895
	Iteration 16Q: 3 clusters Score -8015266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -8015288.500000 Penalty: 5698.066895
	Iteration 17Q: 3 clusters Score -8015288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -8015312.000000 Penalty: 5698.066895
	Iteration 18Q: 3 clusters Score -8015312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -8015333.500000 Penalty: 5698.066895
	Iteration 19Q: 3 clusters Score -8015334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -8015327.500000 Penalty: 5698.066895
	Iteration 20F: 3 clusters Score -8015328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 97135 members 
Entering Unmasked Estep 
Score: -8015348.000000 Penalty: 5698.066895
	Iteration 21Q: 3 clusters Score -8015348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -8015356.500000 Penalty: 5698.066895
	Iteration 22Q: 3 clusters Score -8015356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -8015369.000000 Penalty: 5698.066895
	Iteration 23Q: 3 clusters Score -8015369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -8015367.500000 Penalty: 5698.066895
	Iteration 24Q: 3 clusters Score -8015368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -8015363.500000 Penalty: 5698.066895
	Iteration 25Q: 3 clusters Score -8015364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -8015363.500000 Penalty: 5698.066895
	Iteration 26F: 3 clusters Score -8015364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Entering Unmasked Estep 
Score: -1312554.000000 Penalty: 2406.546387
	Iteration 0F: 2 clusters Score -1312554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1300665.875000 Penalty: 4813.092773
	Iteration 0F: 3 clusters Score -1300666 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1304435.125000 Penalty: 4813.092773
	Iteration 1F: 3 clusters Score -1304435 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1304802.125000 Penalty: 4813.092773
	Iteration 2F: 3 clusters Score -1304802 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1305084.000000 Penalty: 4813.092773
	Iteration 3Q: 3 clusters Score -1305084 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1305318.750000 Penalty: 4813.092773
	Iteration 4Q: 3 clusters Score -1305319 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1305526.875000 Penalty: 4813.092773
	Iteration 5Q: 3 clusters Score -1305527 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1305728.750000 Penalty: 4813.092773
	Iteration 6Q: 3 clusters Score -1305729 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1305948.000000 Penalty: 4813.092773
	Iteration 7Q: 3 clusters Score -1305948 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1306189.625000 Penalty: 4813.092773
	Iteration 8Q: 3 clusters Score -1306190 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1306503.250000 Penalty: 4813.092773
	Iteration 9Q: 3 clusters Score -1306503 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1306915.375000 Penalty: 4813.092773
	Iteration 10Q: 3 clusters Score -1306915 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1307463.375000 Penalty: 4813.092773
	Iteration 11Q: 3 clusters Score -1307463 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1308083.375000 Penalty: 4813.092773
	Iteration 12F: 3 clusters Score -1308083 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1308661.875000 Penalty: 4813.092773
	Iteration 13Q: 3 clusters Score -1308662 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1309169.875000 Penalty: 4813.092773
	Iteration 14Q: 3 clusters Score -1309170 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1309571.625000 Penalty: 4813.092773
	Iteration 15Q: 3 clusters Score -1309572 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1309863.125000 Penalty: 4813.092773
	Iteration 16Q: 3 clusters Score -1309863 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1310042.000000 Penalty: 4813.092773
	Iteration 17Q: 3 clusters Score -1310042 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1310147.375000 Penalty: 4813.092773
	Iteration 18Q: 3 clusters Score -1310147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1310234.750000 Penalty: 4813.092773
	Iteration 19Q: 3 clusters Score -1310235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1310309.625000 Penalty: 4813.092773
	Iteration 20F: 3 clusters Score -1310310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1310362.500000 Penalty: 4813.092773
	Iteration 21Q: 3 clusters Score -1310362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1310399.125000 Penalty: 4813.092773
	Iteration 22Q: 3 clusters Score -1310399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1310444.375000 Penalty: 4813.092773
	Iteration 23Q: 3 clusters Score -1310444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1310468.750000 Penalty: 4813.092773
	Iteration 24Q: 3 clusters Score -1310469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1310494.625000 Penalty: 4813.092773
	Iteration 25Q: 3 clusters Score -1310495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1310521.750000 Penalty: 4813.092773
	Iteration 26Q: 3 clusters Score -1310522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1310536.750000 Penalty: 4813.092773
	Iteration 27Q: 3 clusters Score -1310537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1310569.500000 Penalty: 4813.092773
	Iteration 28Q: 3 clusters Score -1310570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1310591.500000 Penalty: 4813.092773
	Iteration 29Q: 3 clusters Score -1310592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1310604.875000 Penalty: 4813.092773
	Iteration 30Q: 3 clusters Score -1310605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1310620.750000 Penalty: 4813.092773
	Iteration 31Q: 3 clusters Score -1310621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1310634.000000 Penalty: 4813.092773
	Iteration 32Q: 3 clusters Score -1310634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1310646.750000 Penalty: 4813.092773
	Iteration 33Q: 3 clusters Score -1310647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1310654.750000 Penalty: 4813.092773
	Iteration 34Q: 3 clusters Score -1310655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1310666.250000 Penalty: 4813.092773
	Iteration 35Q: 3 clusters Score -1310666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1310669.750000 Penalty: 4813.092773
	Iteration 36Q: 3 clusters Score -1310670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1310677.000000 Penalty: 4813.092773
	Iteration 37Q: 3 clusters Score -1310677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1310682.875000 Penalty: 4813.092773
	Iteration 38Q: 3 clusters Score -1310683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1310689.250000 Penalty: 4813.092773
	Iteration 39Q: 3 clusters Score -1310689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1310696.500000 Penalty: 4813.092773
	Iteration 40F: 3 clusters Score -1310696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1310697.375000 Penalty: 4813.092773
	Iteration 41Q: 3 clusters Score -1310697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1310699.750000 Penalty: 4813.092773
	Iteration 42Q: 3 clusters Score -1310700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1310699.250000 Penalty: 4813.092773
	Iteration 43Q: 3 clusters Score -1310699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1310700.500000 Penalty: 4813.092773
	Iteration 44Q: 3 clusters Score -1310700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1310700.500000 Penalty: 4813.092773
	Iteration 45F: 3 clusters Score -1310700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (253140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253140 members 
Entering Unmasked Estep 
Score: -20455500.000000 Penalty: 3085.541016
	Iteration 0F: 2 clusters Score -2.04555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126820 members 
Mstep: Class 2 contains 126320 members 
Entering Unmasked Estep 
Score: -20285418.000000 Penalty: 6171.082031
	Iteration 0F: 3 clusters Score -2.028542e+07 nChanged 122076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -20357146.000000 Penalty: 6171.082031
	Iteration 1F: 3 clusters Score -2.035715e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135756 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -20358710.000000 Penalty: 6171.082031
	Iteration 2Q: 3 clusters Score -2.035871e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 111621 members 
Entering Unmasked Estep 
Score: -20361074.000000 Penalty: 6171.082031
	Iteration 3Q: 3 clusters Score -2.036107e+07 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150289 members 
Mstep: Class 2 contains 102851 members 
Entering Unmasked Estep 
Score: -20365564.000000 Penalty: 6171.082031
	Iteration 4Q: 3 clusters Score -2.036556e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -20373754.000000 Penalty: 6171.082031
	Iteration 5F: 3 clusters Score -2.037375e+07 nChanged 18593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181058 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -20387236.000000 Penalty: 6171.082031
	Iteration 6F: 3 clusters Score -2.038724e+07 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202191 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -20405988.000000 Penalty: 6171.082031
	Iteration 7F: 3 clusters Score -2.040599e+07 nChanged 20189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222232 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -20425598.000000 Penalty: 6171.082031
	Iteration 8F: 3 clusters Score -2.04256e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236426 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -20439914.000000 Penalty: 6171.082031
	Iteration 9F: 3 clusters Score -2.043991e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244036 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -20447360.000000 Penalty: 6171.082031
	Iteration 10Q: 3 clusters Score -2.044736e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247387 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -20450306.000000 Penalty: 6171.082031
	Iteration 11Q: 3 clusters Score -2.045031e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248988 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -20451550.000000 Penalty: 6171.082031
	Iteration 12Q: 3 clusters Score -2.045155e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249848 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -20452032.000000 Penalty: 6171.082031
	Iteration 13Q: 3 clusters Score -2.045203e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250391 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -20452358.000000 Penalty: 6171.082031
	Iteration 14Q: 3 clusters Score -2.045236e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250737 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20452548.000000 Penalty: 6171.082031
	Iteration 15Q: 3 clusters Score -2.045255e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251003 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20452716.000000 Penalty: 6171.082031
	Iteration 16Q: 3 clusters Score -2.045272e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251169 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -20452834.000000 Penalty: 6171.082031
	Iteration 17Q: 3 clusters Score -2.045283e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251309 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20452942.000000 Penalty: 6171.082031
	Iteration 18Q: 3 clusters Score -2.045294e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251405 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -20453012.000000 Penalty: 6171.082031
	Iteration 19Q: 3 clusters Score -2.045301e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251486 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20453030.000000 Penalty: 6171.082031
	Iteration 20F: 3 clusters Score -2.045303e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251542 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20453062.000000 Penalty: 6171.082031
	Iteration 21Q: 3 clusters Score -2.045306e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251595 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20453136.000000 Penalty: 6171.082031
	Iteration 22Q: 3 clusters Score -2.045314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251639 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -20453152.000000 Penalty: 6171.082031
	Iteration 23Q: 3 clusters Score -2.045315e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251670 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20453160.000000 Penalty: 6171.082031
	Iteration 24Q: 3 clusters Score -2.045316e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251698 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20453168.000000 Penalty: 6171.082031
	Iteration 25Q: 3 clusters Score -2.045317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251720 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20453188.000000 Penalty: 6171.082031
	Iteration 26Q: 3 clusters Score -2.045319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251733 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20453186.000000 Penalty: 6171.082031
	Iteration 27Q: 3 clusters Score -2.045319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251748 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20453182.000000 Penalty: 6171.082031
	Iteration 28Q: 3 clusters Score -2.045318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251763 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20453190.000000 Penalty: 6171.082031
	Iteration 29Q: 3 clusters Score -2.045319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251784 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20453222.000000 Penalty: 6171.082031
	Iteration 30Q: 3 clusters Score -2.045322e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251800 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20453224.000000 Penalty: 6171.082031
	Iteration 31Q: 3 clusters Score -2.045322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251813 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -20453244.000000 Penalty: 6171.082031
	Iteration 32Q: 3 clusters Score -2.045324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251822 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20453226.000000 Penalty: 6171.082031
	Iteration 33Q: 3 clusters Score -2.045323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251832 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20453236.000000 Penalty: 6171.082031
	Iteration 34Q: 3 clusters Score -2.045324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251837 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20453244.000000 Penalty: 6171.082031
	Iteration 35Q: 3 clusters Score -2.045324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251839 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20453266.000000 Penalty: 6171.082031
	Iteration 36Q: 3 clusters Score -2.045327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251842 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20453250.000000 Penalty: 6171.082031
	Iteration 37Q: 3 clusters Score -2.045325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251845 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20453248.000000 Penalty: 6171.082031
	Iteration 38Q: 3 clusters Score -2.045325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251846 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -20453274.000000 Penalty: 6171.082031
	Iteration 39Q: 3 clusters Score -2.045327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251848 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20453270.000000 Penalty: 6171.082031
	Iteration 40F: 3 clusters Score -2.045327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251850 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20453262.000000 Penalty: 6171.082031
	Iteration 41Q: 3 clusters Score -2.045326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251855 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20453272.000000 Penalty: 6171.082031
	Iteration 42Q: 3 clusters Score -2.045327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251863 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20453280.000000 Penalty: 6171.082031
	Iteration 43Q: 3 clusters Score -2.045328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251864 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20453282.000000 Penalty: 6171.082031
	Iteration 44Q: 3 clusters Score -2.045328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251866 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20453282.000000 Penalty: 6171.082031
	Iteration 45Q: 3 clusters Score -2.045328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251864 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20453288.000000 Penalty: 6171.082031
	Iteration 46Q: 3 clusters Score -2.045329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251867 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20453282.000000 Penalty: 6171.082031
	Iteration 47Q: 3 clusters Score -2.045328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251865 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20453296.000000 Penalty: 6171.082031
	Iteration 48Q: 3 clusters Score -2.04533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251865 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20453292.000000 Penalty: 6171.082031
	Iteration 49Q: 3 clusters Score -2.045329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251870 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -20453272.000000 Penalty: 6171.082031
	Iteration 50Q: 3 clusters Score -2.045327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251875 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20453284.000000 Penalty: 6171.082031
	Iteration 51Q: 3 clusters Score -2.045328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251879 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20453288.000000 Penalty: 6171.082031
	Iteration 52Q: 3 clusters Score -2.045329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251879 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20453288.000000 Penalty: 6171.082031
	Iteration 53Q: 3 clusters Score -2.045329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251880 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20453282.000000 Penalty: 6171.082031
	Iteration 54Q: 3 clusters Score -2.045328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251880 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20453282.000000 Penalty: 6171.082031
	Iteration 55F: 3 clusters Score -2.045328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -153003.828125 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -153003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -150345.640625 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -150345.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -150829.734375 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -150829.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -150975.734375 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -150975.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -151042.562500 Penalty: 3790.692139
	Iteration 3Q: 3 clusters Score -151042.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -151073.828125 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -151073.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -151098.406250 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -151098.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -151125.562500 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -151125.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -151154.609375 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -151154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -151175.937500 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -151175.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -151194.296875 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -151194.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -151208.765625 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -151208.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -151217.218750 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -151217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -151223.531250 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -151223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -151227.000000 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -151227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -151229.000000 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -151229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -151229.921875 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -151229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -151232.078125 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -151232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -151233.265625 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -151233.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -151235.812500 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -151235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -151240.203125 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -151240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -151244.562500 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -151244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -151250.625000 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -151250.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -151260.015625 Penalty: 3790.692139
	Iteration 22Q: 3 clusters Score -151260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -151264.796875 Penalty: 3790.692139
	Iteration 23Q: 3 clusters Score -151264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -151267.109375 Penalty: 3790.692139
	Iteration 24Q: 3 clusters Score -151267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -151270.687500 Penalty: 3790.692139
	Iteration 25Q: 3 clusters Score -151270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -151273.250000 Penalty: 3790.692139
	Iteration 26Q: 3 clusters Score -151273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -151275.406250 Penalty: 3790.692139
	Iteration 27Q: 3 clusters Score -151275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -151278.000000 Penalty: 3790.692139
	Iteration 28Q: 3 clusters Score -151278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151281.796875 Penalty: 3790.692139
	Iteration 29Q: 3 clusters Score -151281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -151284.593750 Penalty: 3790.692139
	Iteration 30Q: 3 clusters Score -151284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -151287.125000 Penalty: 3790.692139
	Iteration 31Q: 3 clusters Score -151287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -151290.000000 Penalty: 3790.692139
	Iteration 32Q: 3 clusters Score -151290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -151294.734375 Penalty: 3790.692139
	Iteration 33Q: 3 clusters Score -151294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151298.000000 Penalty: 3790.692139
	Iteration 34Q: 3 clusters Score -151298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151300.359375 Penalty: 3790.692139
	Iteration 35Q: 3 clusters Score -151300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151302.546875 Penalty: 3790.692139
	Iteration 36Q: 3 clusters Score -151302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -151307.625000 Penalty: 3790.692139
	Iteration 37Q: 3 clusters Score -151307.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -151314.750000 Penalty: 3790.692139
	Iteration 38Q: 3 clusters Score -151314.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -151322.437500 Penalty: 3790.692139
	Iteration 39Q: 3 clusters Score -151322.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -151327.515625 Penalty: 3790.692139
	Iteration 40F: 3 clusters Score -151327.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151333.125000 Penalty: 3790.692139
	Iteration 41Q: 3 clusters Score -151333.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151339.906250 Penalty: 3790.692139
	Iteration 42Q: 3 clusters Score -151339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -151346.765625 Penalty: 3790.692139
	Iteration 43Q: 3 clusters Score -151346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151351.000000 Penalty: 3790.692139
	Iteration 44Q: 3 clusters Score -151351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151355.093750 Penalty: 3790.692139
	Iteration 45Q: 3 clusters Score -151355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -151356.515625 Penalty: 3790.692139
	Iteration 46Q: 3 clusters Score -151356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -151359.156250 Penalty: 3790.692139
	Iteration 47Q: 3 clusters Score -151359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -151361.500000 Penalty: 3790.692139
	Iteration 48Q: 3 clusters Score -151361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -151365.968750 Penalty: 3790.692139
	Iteration 49Q: 3 clusters Score -151366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -151373.109375 Penalty: 3790.692139
	Iteration 50Q: 3 clusters Score -151373.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -151389.578125 Penalty: 3790.692139
	Iteration 51Q: 3 clusters Score -151389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -151412.453125 Penalty: 3790.692139
	Iteration 52Q: 3 clusters Score -151412.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -151439.625000 Penalty: 3790.692139
	Iteration 53Q: 3 clusters Score -151439.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -151461.265625 Penalty: 3790.692139
	Iteration 54Q: 3 clusters Score -151461.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -151478.812500 Penalty: 3790.692139
	Iteration 55Q: 3 clusters Score -151478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -151492.437500 Penalty: 3790.692139
	Iteration 56Q: 3 clusters Score -151492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -151501.468750 Penalty: 3790.692139
	Iteration 57Q: 3 clusters Score -151501.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -151510.343750 Penalty: 3790.692139
	Iteration 58Q: 3 clusters Score -151510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -151517.234375 Penalty: 3790.692139
	Iteration 59Q: 3 clusters Score -151517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -151521.609375 Penalty: 3790.692139
	Iteration 60F: 3 clusters Score -151521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -151524.437500 Penalty: 3790.692139
	Iteration 61Q: 3 clusters Score -151524.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -151526.937500 Penalty: 3790.692139
	Iteration 62Q: 3 clusters Score -151526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -151533.390625 Penalty: 3790.692139
	Iteration 63Q: 3 clusters Score -151533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -151541.500000 Penalty: 3790.692139
	Iteration 64Q: 3 clusters Score -151541.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -151552.750000 Penalty: 3790.692139
	Iteration 65Q: 3 clusters Score -151552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -151560.109375 Penalty: 3790.692139
	Iteration 66Q: 3 clusters Score -151560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -151564.484375 Penalty: 3790.692139
	Iteration 67Q: 3 clusters Score -151564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -151567.437500 Penalty: 3790.692139
	Iteration 68Q: 3 clusters Score -151567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -151568.312500 Penalty: 3790.692139
	Iteration 69Q: 3 clusters Score -151568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -151568.671875 Penalty: 3790.692139
	Iteration 70Q: 3 clusters Score -151568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -151569.125000 Penalty: 3790.692139
	Iteration 71Q: 3 clusters Score -151569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -151569.125000 Penalty: 3790.692139
	Iteration 72F: 3 clusters Score -151569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -430023.781250 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -430023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -425098.281250 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -425098.3 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -426405.312500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -426405.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -426652.000000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -426652 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -426851.593750 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -426851.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -427036.968750 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -427037 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -427246.531250 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -427246.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -427478.968750 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -427479 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -427716.218750 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -427716.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -427960.812500 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -427960.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -428222.812500 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -428222.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -428511.281250 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -428511.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -428784.000000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -428784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -428971.437500 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -428971.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -429113.218750 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -429113.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -429236.437500 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -429236.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -429339.281250 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -429339.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -429413.468750 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -429413.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -429452.718750 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -429452.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -429472.031250 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -429472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -429480.125000 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -429480.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -429482.187500 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -429482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -429484.625000 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -429484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -429484.250000 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -429484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -429484.250000 Penalty: 4286.637695
	Iteration 23F: 3 clusters Score -429484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Entering Unmasked Estep 
Score: -685110.687500 Penalty: 2252.799805
	Iteration 0F: 2 clusters Score -685110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -678253.875000 Penalty: 4505.599609
	Iteration 0F: 3 clusters Score -678253.9 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -680190.062500 Penalty: 4505.599609
	Iteration 1F: 3 clusters Score -680190.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -680572.562500 Penalty: 4505.599609
	Iteration 2F: 3 clusters Score -680572.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -680846.687500 Penalty: 4505.599609
	Iteration 3F: 3 clusters Score -680846.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -681090.000000 Penalty: 4505.599609
	Iteration 4Q: 3 clusters Score -681090 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -681326.687500 Penalty: 4505.599609
	Iteration 5Q: 3 clusters Score -681326.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -681543.187500 Penalty: 4505.599609
	Iteration 6Q: 3 clusters Score -681543.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -681764.625000 Penalty: 4505.599609
	Iteration 7Q: 3 clusters Score -681764.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -681932.375000 Penalty: 4505.599609
	Iteration 8Q: 3 clusters Score -681932.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -682077.750000 Penalty: 4505.599609
	Iteration 9Q: 3 clusters Score -682077.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -682198.125000 Penalty: 4505.599609
	Iteration 10Q: 3 clusters Score -682198.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -682315.562500 Penalty: 4505.599609
	Iteration 11Q: 3 clusters Score -682315.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -682414.062500 Penalty: 4505.599609
	Iteration 12Q: 3 clusters Score -682414.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -682499.937500 Penalty: 4505.599609
	Iteration 13Q: 3 clusters Score -682499.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -682575.812500 Penalty: 4505.599609
	Iteration 14Q: 3 clusters Score -682575.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -682661.375000 Penalty: 4505.599609
	Iteration 15Q: 3 clusters Score -682661.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -682738.625000 Penalty: 4505.599609
	Iteration 16Q: 3 clusters Score -682738.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -682810.687500 Penalty: 4505.599609
	Iteration 17Q: 3 clusters Score -682810.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -682875.000000 Penalty: 4505.599609
	Iteration 18Q: 3 clusters Score -682875 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -682930.625000 Penalty: 4505.599609
	Iteration 19Q: 3 clusters Score -682930.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -682980.750000 Penalty: 4505.599609
	Iteration 20F: 3 clusters Score -682980.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -683024.250000 Penalty: 4505.599609
	Iteration 21Q: 3 clusters Score -683024.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -683065.062500 Penalty: 4505.599609
	Iteration 22Q: 3 clusters Score -683065.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -683103.312500 Penalty: 4505.599609
	Iteration 23Q: 3 clusters Score -683103.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -683141.750000 Penalty: 4505.599609
	Iteration 24Q: 3 clusters Score -683141.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -683178.062500 Penalty: 4505.599609
	Iteration 25Q: 3 clusters Score -683178.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -683211.812500 Penalty: 4505.599609
	Iteration 26Q: 3 clusters Score -683211.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -683244.062500 Penalty: 4505.599609
	Iteration 27Q: 3 clusters Score -683244.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -683267.187500 Penalty: 4505.599609
	Iteration 28Q: 3 clusters Score -683267.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -683292.937500 Penalty: 4505.599609
	Iteration 29Q: 3 clusters Score -683292.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -683315.750000 Penalty: 4505.599609
	Iteration 30Q: 3 clusters Score -683315.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -683332.062500 Penalty: 4505.599609
	Iteration 31Q: 3 clusters Score -683332.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -683352.625000 Penalty: 4505.599609
	Iteration 32Q: 3 clusters Score -683352.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -683371.250000 Penalty: 4505.599609
	Iteration 33Q: 3 clusters Score -683371.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -683390.187500 Penalty: 4505.599609
	Iteration 34Q: 3 clusters Score -683390.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -683410.187500 Penalty: 4505.599609
	Iteration 35Q: 3 clusters Score -683410.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -683422.812500 Penalty: 4505.599609
	Iteration 36Q: 3 clusters Score -683422.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -683430.750000 Penalty: 4505.599609
	Iteration 37Q: 3 clusters Score -683430.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -683436.500000 Penalty: 4505.599609
	Iteration 38Q: 3 clusters Score -683436.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -683440.125000 Penalty: 4505.599609
	Iteration 39Q: 3 clusters Score -683440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -683443.000000 Penalty: 4505.599609
	Iteration 40F: 3 clusters Score -683443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -683446.437500 Penalty: 4505.599609
	Iteration 41Q: 3 clusters Score -683446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -683447.187500 Penalty: 4505.599609
	Iteration 42Q: 3 clusters Score -683447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -683450.625000 Penalty: 4505.599609
	Iteration 43Q: 3 clusters Score -683450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -683452.375000 Penalty: 4505.599609
	Iteration 44Q: 3 clusters Score -683452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -683456.437500 Penalty: 4505.599609
	Iteration 45Q: 3 clusters Score -683456.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -683458.937500 Penalty: 4505.599609
	Iteration 46Q: 3 clusters Score -683458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -683463.750000 Penalty: 4505.599609
	Iteration 47Q: 3 clusters Score -683463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -683467.250000 Penalty: 4505.599609
	Iteration 48Q: 3 clusters Score -683467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -683472.562500 Penalty: 4505.599609
	Iteration 49Q: 3 clusters Score -683472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -683475.812500 Penalty: 4505.599609
	Iteration 50Q: 3 clusters Score -683475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -683477.187500 Penalty: 4505.599609
	Iteration 51Q: 3 clusters Score -683477.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -683477.562500 Penalty: 4505.599609
	Iteration 52Q: 3 clusters Score -683477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -683478.687500 Penalty: 4505.599609
	Iteration 53Q: 3 clusters Score -683478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -683480.500000 Penalty: 4505.599609
	Iteration 54Q: 3 clusters Score -683480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -683481.875000 Penalty: 4505.599609
	Iteration 55Q: 3 clusters Score -683481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -683485.250000 Penalty: 4505.599609
	Iteration 56Q: 3 clusters Score -683485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -683485.812500 Penalty: 4505.599609
	Iteration 57Q: 3 clusters Score -683485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -683485.000000 Penalty: 4505.599609
	Iteration 58Q: 3 clusters Score -683485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -683485.875000 Penalty: 4505.599609
	Iteration 59Q: 3 clusters Score -683485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -683485.875000 Penalty: 4505.599609
	Iteration 60F: 3 clusters Score -683485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19709 members 
Mstep: Class 3 contains 20378 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3670 members 
Mstep: Class 8 contains 20479 members 
Mstep: Class 9 contains 14706 members 
Mstep: Class 10 contains 160455 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16412 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33767 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38235 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 20 contains 50344 members 
Mstep: Class 21 contains 32258 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 14110 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845129 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8468 members 
Mstep: Class 31 contains 97542 members 
Mstep: Class 32 contains 16380 members 
Mstep: Class 33 contains 253140 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803792.000000 Penalty: 128699.546875
Iteration 159Q: 37 clusters Score -1.428038e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19707 members 
Mstep: Class 3 contains 20380 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 20509 members 
Mstep: Class 9 contains 14671 members 
Mstep: Class 10 contains 160456 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16428 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 33770 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38233 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 50343 members 
Mstep: Class 21 contains 32256 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 14108 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845123 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8475 members 
Mstep: Class 31 contains 97538 members 
Mstep: Class 32 contains 16381 members 
Mstep: Class 33 contains 253152 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5667 members 
Mstep: Class 37 contains 8811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803744.000000 Penalty: 128699.546875
Iteration 160F: 37 clusters Score -1.428037e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19705 members 
Mstep: Class 3 contains 20381 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 20528 members 
Mstep: Class 9 contains 14641 members 
Mstep: Class 10 contains 160454 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16438 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33770 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38231 members 
Mstep: Class 19 contains 8923 members 
Mstep: Class 20 contains 50345 members 
Mstep: Class 21 contains 32255 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3883 members 
Mstep: Class 25 contains 14115 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845112 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8482 members 
Mstep: Class 31 contains 97539 members 
Mstep: Class 32 contains 16378 members 
Mstep: Class 33 contains 253170 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5668 members 
Mstep: Class 37 contains 8811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803712.000000 Penalty: 128699.546875
Iteration 161Q: 37 clusters Score -1.428037e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19701 members 
Mstep: Class 3 contains 20384 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 20548 members 
Mstep: Class 9 contains 14605 members 
Mstep: Class 10 contains 160453 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16451 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33768 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38227 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 50346 members 
Mstep: Class 21 contains 32252 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 14119 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845099 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8486 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16380 members 
Mstep: Class 33 contains 253187 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5670 members 
Mstep: Class 37 contains 8811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803792.000000 Penalty: 128699.546875
Iteration 162Q: 37 clusters Score -1.428038e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 20390 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 20563 members 
Mstep: Class 9 contains 14584 members 
Mstep: Class 10 contains 160455 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16465 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 33770 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38226 members 
Mstep: Class 19 contains 8897 members 
Mstep: Class 20 contains 50346 members 
Mstep: Class 21 contains 32251 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845079 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8494 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16380 members 
Mstep: Class 33 contains 253197 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5672 members 
Mstep: Class 37 contains 8810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803664.000000 Penalty: 128699.546875
Iteration 163Q: 37 clusters Score -1.428037e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 20572 members 
Mstep: Class 9 contains 14562 members 
Mstep: Class 10 contains 160456 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16477 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33768 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38226 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 20 contains 50348 members 
Mstep: Class 21 contains 32249 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845072 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8506 members 
Mstep: Class 31 contains 97552 members 
Mstep: Class 32 contains 16383 members 
Mstep: Class 33 contains 253202 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803568.000000 Penalty: 128699.546875
Iteration 164Q: 37 clusters Score -1.428036e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 35029 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 20581 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 160452 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16494 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33769 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38227 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 50351 members 
Mstep: Class 21 contains 32248 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 14117 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845067 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8514 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16381 members 
Mstep: Class 33 contains 253210 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803600.000000 Penalty: 128699.546875
Iteration 165Q: 37 clusters Score -1.428036e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 20393 members 
Mstep: Class 4 contains 35026 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 20588 members 
Mstep: Class 9 contains 14523 members 
Mstep: Class 10 contains 160456 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16512 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33769 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38227 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 50352 members 
Mstep: Class 21 contains 32250 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 14112 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845064 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8523 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16382 members 
Mstep: Class 33 contains 253217 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 37 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803664.000000 Penalty: 128699.546875
Iteration 166Q: 37 clusters Score -1.428037e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19697 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 35028 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 20596 members 
Mstep: Class 9 contains 14495 members 
Mstep: Class 10 contains 160459 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16523 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 33768 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38226 members 
Mstep: Class 19 contains 8860 members 
Mstep: Class 20 contains 50353 members 
Mstep: Class 21 contains 32246 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 14111 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845055 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8534 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16386 members 
Mstep: Class 33 contains 253226 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803616.000000 Penalty: 128699.546875
Iteration 167Q: 37 clusters Score -1.428036e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19696 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 160453 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16531 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 33764 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38224 members 
Mstep: Class 19 contains 8852 members 
Mstep: Class 20 contains 50354 members 
Mstep: Class 21 contains 32247 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 14113 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845045 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8544 members 
Mstep: Class 31 contains 97556 members 
Mstep: Class 32 contains 16391 members 
Mstep: Class 33 contains 253234 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803600.000000 Penalty: 128699.546875
Iteration 168Q: 37 clusters Score -1.428036e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19695 members 
Mstep: Class 3 contains 20396 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 20607 members 
Mstep: Class 9 contains 14466 members 
Mstep: Class 10 contains 160451 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16538 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 33757 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38222 members 
Mstep: Class 19 contains 8853 members 
Mstep: Class 20 contains 50355 members 
Mstep: Class 21 contains 32248 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 14115 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845042 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8550 members 
Mstep: Class 31 contains 97558 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253235 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803616.000000 Penalty: 128699.546875
Iteration 169Q: 37 clusters Score -1.428036e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19691 members 
Mstep: Class 3 contains 20393 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 20618 members 
Mstep: Class 9 contains 14447 members 
Mstep: Class 10 contains 160451 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16545 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 33757 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38219 members 
Mstep: Class 19 contains 8848 members 
Mstep: Class 20 contains 50358 members 
Mstep: Class 21 contains 32247 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3893 members 
Mstep: Class 25 contains 14115 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845038 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8555 members 
Mstep: Class 31 contains 97560 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253241 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803728.000000 Penalty: 128699.546875
Iteration 170Q: 37 clusters Score -1.428037e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19686 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 20626 members 
Mstep: Class 9 contains 14435 members 
Mstep: Class 10 contains 160453 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33753 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38217 members 
Mstep: Class 19 contains 8842 members 
Mstep: Class 20 contains 50364 members 
Mstep: Class 21 contains 32246 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 14118 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845025 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8558 members 
Mstep: Class 31 contains 97559 members 
Mstep: Class 32 contains 16400 members 
Mstep: Class 33 contains 253250 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803760.000000 Penalty: 128699.546875
Iteration 171Q: 37 clusters Score -1.428038e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19684 members 
Mstep: Class 3 contains 20395 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 20629 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 160453 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16556 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 33752 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38216 members 
Mstep: Class 19 contains 8839 members 
Mstep: Class 20 contains 50370 members 
Mstep: Class 21 contains 32247 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14119 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845017 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8563 members 
Mstep: Class 31 contains 97559 members 
Mstep: Class 32 contains 16397 members 
Mstep: Class 33 contains 253255 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803776.000000 Penalty: 128699.546875
Iteration 172Q: 37 clusters Score -1.428038e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19674 members 
Mstep: Class 3 contains 20397 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 20636 members 
Mstep: Class 9 contains 14413 members 
Mstep: Class 10 contains 160449 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16560 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 33753 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38216 members 
Mstep: Class 19 contains 8838 members 
Mstep: Class 20 contains 50376 members 
Mstep: Class 21 contains 32246 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845011 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8567 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 16395 members 
Mstep: Class 33 contains 253263 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803776.000000 Penalty: 128699.546875
Iteration 173Q: 37 clusters Score -1.428038e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19668 members 
Mstep: Class 3 contains 20398 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20640 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 160448 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16563 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33753 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38216 members 
Mstep: Class 19 contains 8834 members 
Mstep: Class 20 contains 50378 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845009 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 97564 members 
Mstep: Class 32 contains 16392 members 
Mstep: Class 33 contains 253269 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803760.000000 Penalty: 128699.546875
Iteration 174Q: 37 clusters Score -1.428038e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19664 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 20642 members 
Mstep: Class 9 contains 14390 members 
Mstep: Class 10 contains 160445 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16570 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 33752 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38215 members 
Mstep: Class 19 contains 8829 members 
Mstep: Class 20 contains 50379 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14125 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845009 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 97565 members 
Mstep: Class 32 contains 16392 members 
Mstep: Class 33 contains 253275 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803920.000000 Penalty: 128699.546875
Iteration 175Q: 37 clusters Score -1.428039e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19660 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20648 members 
Mstep: Class 9 contains 14376 members 
Mstep: Class 10 contains 160445 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16575 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33753 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38214 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 50379 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14126 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845004 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 97567 members 
Mstep: Class 32 contains 16392 members 
Mstep: Class 33 contains 253283 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 176Q: 37 clusters Score -1.42804e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19657 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20660 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 10 contains 160445 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16578 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33753 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38213 members 
Mstep: Class 19 contains 8818 members 
Mstep: Class 20 contains 50379 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14125 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845004 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8588 members 
Mstep: Class 31 contains 97569 members 
Mstep: Class 32 contains 16389 members 
Mstep: Class 33 contains 253285 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803904.000000 Penalty: 128699.546875
Iteration 177Q: 37 clusters Score -1.428039e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19656 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20671 members 
Mstep: Class 9 contains 14347 members 
Mstep: Class 10 contains 160446 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16582 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33751 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38212 members 
Mstep: Class 19 contains 8811 members 
Mstep: Class 20 contains 50379 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845005 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8596 members 
Mstep: Class 31 contains 97570 members 
Mstep: Class 32 contains 16388 members 
Mstep: Class 33 contains 253285 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5674 members 
Mstep: Class 37 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803856.000000 Penalty: 128699.546875
Iteration 178Q: 37 clusters Score -1.428039e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19655 members 
Mstep: Class 3 contains 20405 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20684 members 
Mstep: Class 9 contains 14329 members 
Mstep: Class 10 contains 160444 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16591 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33752 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38209 members 
Mstep: Class 19 contains 8804 members 
Mstep: Class 20 contains 50380 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844999 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8607 members 
Mstep: Class 31 contains 97570 members 
Mstep: Class 32 contains 16392 members 
Mstep: Class 33 contains 253293 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5672 members 
Mstep: Class 37 contains 8795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 179Q: 37 clusters Score -1.428039e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19655 members 
Mstep: Class 3 contains 20403 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20695 members 
Mstep: Class 9 contains 14304 members 
Mstep: Class 10 contains 160441 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33750 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38207 members 
Mstep: Class 19 contains 8803 members 
Mstep: Class 20 contains 50382 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 845001 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8618 members 
Mstep: Class 31 contains 97569 members 
Mstep: Class 32 contains 16397 members 
Mstep: Class 33 contains 253294 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5672 members 
Mstep: Class 37 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803872.000000 Penalty: 128699.546875
Iteration 180F: 37 clusters Score -1.428039e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19656 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20700 members 
Mstep: Class 9 contains 14289 members 
Mstep: Class 10 contains 160441 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33742 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38207 members 
Mstep: Class 19 contains 8795 members 
Mstep: Class 20 contains 50385 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 14126 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844999 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8634 members 
Mstep: Class 31 contains 97568 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253298 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5673 members 
Mstep: Class 37 contains 8792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803888.000000 Penalty: 128699.546875
Iteration 181Q: 37 clusters Score -1.428039e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19655 members 
Mstep: Class 3 contains 20404 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 20710 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 160440 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16610 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 33739 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38207 members 
Mstep: Class 19 contains 8785 members 
Mstep: Class 20 contains 50387 members 
Mstep: Class 21 contains 32244 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 14127 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844992 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8649 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253302 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 37 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 182Q: 37 clusters Score -1.42804e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19655 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20722 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 160441 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16612 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33737 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38207 members 
Mstep: Class 19 contains 8777 members 
Mstep: Class 20 contains 50389 members 
Mstep: Class 21 contains 32242 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844986 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8658 members 
Mstep: Class 31 contains 97562 members 
Mstep: Class 32 contains 16395 members 
Mstep: Class 33 contains 253304 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5675 members 
Mstep: Class 37 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803984.000000 Penalty: 128699.546875
Iteration 183Q: 37 clusters Score -1.42804e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19654 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 35030 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 20735 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 160445 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16614 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 33731 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38206 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 50391 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844973 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8673 members 
Mstep: Class 31 contains 97560 members 
Mstep: Class 32 contains 16389 members 
Mstep: Class 33 contains 253313 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 37 contains 8790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803920.000000 Penalty: 128699.546875
Iteration 184Q: 37 clusters Score -1.428039e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19653 members 
Mstep: Class 3 contains 20411 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 20743 members 
Mstep: Class 9 contains 14244 members 
Mstep: Class 10 contains 160441 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16618 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33732 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38204 members 
Mstep: Class 19 contains 8758 members 
Mstep: Class 20 contains 50394 members 
Mstep: Class 21 contains 32240 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14130 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844961 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8687 members 
Mstep: Class 31 contains 97560 members 
Mstep: Class 32 contains 16388 members 
Mstep: Class 33 contains 253319 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 37 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803872.000000 Penalty: 128699.546875
Iteration 185Q: 37 clusters Score -1.428039e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19653 members 
Mstep: Class 3 contains 20410 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 20752 members 
Mstep: Class 9 contains 14237 members 
Mstep: Class 10 contains 160436 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16622 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33729 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38201 members 
Mstep: Class 19 contains 8756 members 
Mstep: Class 20 contains 50399 members 
Mstep: Class 21 contains 32238 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844945 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8699 members 
Mstep: Class 31 contains 97559 members 
Mstep: Class 32 contains 16388 members 
Mstep: Class 33 contains 253329 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803872.000000 Penalty: 128699.546875
Iteration 186Q: 37 clusters Score -1.428039e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 20411 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 20763 members 
Mstep: Class 9 contains 14225 members 
Mstep: Class 10 contains 160435 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 16627 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33726 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38196 members 
Mstep: Class 19 contains 8746 members 
Mstep: Class 20 contains 50403 members 
Mstep: Class 21 contains 32236 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14130 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844930 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8711 members 
Mstep: Class 31 contains 97559 members 
Mstep: Class 32 contains 16386 members 
Mstep: Class 33 contains 253346 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803776.000000 Penalty: 128699.546875
Iteration 187Q: 37 clusters Score -1.428038e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 19649 members 
Mstep: Class 3 contains 20415 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 20772 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16634 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 33722 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38195 members 
Mstep: Class 19 contains 8736 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32235 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 14126 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844922 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8720 members 
Mstep: Class 31 contains 97562 members 
Mstep: Class 32 contains 16382 members 
Mstep: Class 33 contains 253353 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5679 members 
Mstep: Class 37 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803888.000000 Penalty: 128699.546875
Iteration 188Q: 37 clusters Score -1.428039e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 20780 members 
Mstep: Class 9 contains 14203 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16643 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 33717 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38194 members 
Mstep: Class 19 contains 8730 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32234 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844920 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8727 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 16381 members 
Mstep: Class 33 contains 253360 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5680 members 
Mstep: Class 37 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803680.000000 Penalty: 128699.546875
Iteration 189Q: 37 clusters Score -1.428037e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 20786 members 
Mstep: Class 9 contains 14195 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16648 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 33716 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38194 members 
Mstep: Class 19 contains 8725 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32233 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844919 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8732 members 
Mstep: Class 31 contains 97565 members 
Mstep: Class 32 contains 16380 members 
Mstep: Class 33 contains 253360 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5680 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803728.000000 Penalty: 128699.546875
Iteration 190Q: 37 clusters Score -1.428037e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20418 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20797 members 
Mstep: Class 9 contains 14181 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 33714 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38194 members 
Mstep: Class 19 contains 8720 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844916 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 97565 members 
Mstep: Class 32 contains 16379 members 
Mstep: Class 33 contains 253364 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5680 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803728.000000 Penalty: 128699.546875
Iteration 191Q: 37 clusters Score -1.428037e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20805 members 
Mstep: Class 9 contains 14166 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 33710 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38194 members 
Mstep: Class 19 contains 8714 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844914 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8746 members 
Mstep: Class 31 contains 97565 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 253367 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5681 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803744.000000 Penalty: 128699.546875
Iteration 192Q: 37 clusters Score -1.428037e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20811 members 
Mstep: Class 9 contains 14158 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16671 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33706 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38193 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14122 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844917 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8753 members 
Mstep: Class 31 contains 97563 members 
Mstep: Class 32 contains 16374 members 
Mstep: Class 33 contains 253368 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5682 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803728.000000 Penalty: 128699.546875
Iteration 193Q: 37 clusters Score -1.428037e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20813 members 
Mstep: Class 9 contains 14148 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 33704 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38191 members 
Mstep: Class 19 contains 8701 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14118 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844916 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8761 members 
Mstep: Class 31 contains 97564 members 
Mstep: Class 32 contains 16374 members 
Mstep: Class 33 contains 253369 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803744.000000 Penalty: 128699.546875
Iteration 194Q: 37 clusters Score -1.428037e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 20821 members 
Mstep: Class 9 contains 14138 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16680 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 33701 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38190 members 
Mstep: Class 19 contains 8698 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844909 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8766 members 
Mstep: Class 31 contains 97563 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 253372 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 37 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803776.000000 Penalty: 128699.546875
Iteration 195Q: 37 clusters Score -1.428038e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 20828 members 
Mstep: Class 9 contains 14132 members 
Mstep: Class 10 contains 160433 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 33700 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38190 members 
Mstep: Class 19 contains 8697 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844898 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8777 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 16382 members 
Mstep: Class 33 contains 253371 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 37 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803776.000000 Penalty: 128699.546875
Iteration 196Q: 37 clusters Score -1.428038e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 20842 members 
Mstep: Class 9 contains 14119 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16692 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33702 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38190 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 50406 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14120 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844896 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8789 members 
Mstep: Class 31 contains 97558 members 
Mstep: Class 32 contains 16383 members 
Mstep: Class 33 contains 253372 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 37 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803712.000000 Penalty: 128699.546875
Iteration 197Q: 37 clusters Score -1.428037e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19651 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 20852 members 
Mstep: Class 9 contains 14105 members 
Mstep: Class 10 contains 160427 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16698 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33704 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38191 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32229 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844890 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8807 members 
Mstep: Class 31 contains 97556 members 
Mstep: Class 32 contains 16382 members 
Mstep: Class 33 contains 253373 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 37 contains 8782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803840.000000 Penalty: 128699.546875
Iteration 198Q: 37 clusters Score -1.428038e+08 nChanged 69
Entering ConstructFrom: 
Score: -142803840.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (27504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Entering Unmasked Estep 
Score: -2285438.000000 Penalty: 2535.077637
	Iteration 0F: 2 clusters Score -2285438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2266473.250000 Penalty: 5070.155273
	Iteration 0F: 3 clusters Score -2266473 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2273261.750000 Penalty: 5070.155273
	Iteration 1F: 3 clusters Score -2273262 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2273708.500000 Penalty: 5070.155273
	Iteration 2Q: 3 clusters Score -2273708 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2274129.750000 Penalty: 5070.155273
	Iteration 3Q: 3 clusters Score -2274130 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2274537.250000 Penalty: 5070.155273
	Iteration 4Q: 3 clusters Score -2274537 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2274957.000000 Penalty: 5070.155273
	Iteration 5Q: 3 clusters Score -2274957 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2275437.250000 Penalty: 5070.155273
	Iteration 6Q: 3 clusters Score -2275437 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2275944.500000 Penalty: 5070.155273
	Iteration 7Q: 3 clusters Score -2275944 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2276489.000000 Penalty: 5070.155273
	Iteration 8Q: 3 clusters Score -2276489 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2277179.000000 Penalty: 5070.155273
	Iteration 9Q: 3 clusters Score -2277179 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2277957.000000 Penalty: 5070.155273
	Iteration 10Q: 3 clusters Score -2277957 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2278817.500000 Penalty: 5070.155273
	Iteration 11Q: 3 clusters Score -2278818 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2279714.500000 Penalty: 5070.155273
	Iteration 12Q: 3 clusters Score -2279714 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2280514.250000 Penalty: 5070.155273
	Iteration 13Q: 3 clusters Score -2280514 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2281077.500000 Penalty: 5070.155273
	Iteration 14Q: 3 clusters Score -2281078 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2281470.250000 Penalty: 5070.155273
	Iteration 15Q: 3 clusters Score -2281470 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2281752.250000 Penalty: 5070.155273
	Iteration 16Q: 3 clusters Score -2281752 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2281939.750000 Penalty: 5070.155273
	Iteration 17Q: 3 clusters Score -2281940 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2282073.500000 Penalty: 5070.155273
	Iteration 18Q: 3 clusters Score -2282074 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2282196.500000 Penalty: 5070.155273
	Iteration 19Q: 3 clusters Score -2282196 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2282305.500000 Penalty: 5070.155273
	Iteration 20F: 3 clusters Score -2282306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2282372.750000 Penalty: 5070.155273
	Iteration 21Q: 3 clusters Score -2282373 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2282433.250000 Penalty: 5070.155273
	Iteration 22Q: 3 clusters Score -2282433 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2282512.250000 Penalty: 5070.155273
	Iteration 23Q: 3 clusters Score -2282512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2282570.000000 Penalty: 5070.155273
	Iteration 24Q: 3 clusters Score -2282570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2282610.250000 Penalty: 5070.155273
	Iteration 25Q: 3 clusters Score -2282610 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2282665.500000 Penalty: 5070.155273
	Iteration 26Q: 3 clusters Score -2282666 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2282714.250000 Penalty: 5070.155273
	Iteration 27Q: 3 clusters Score -2282714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2282755.000000 Penalty: 5070.155273
	Iteration 28Q: 3 clusters Score -2282755 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2282805.250000 Penalty: 5070.155273
	Iteration 29Q: 3 clusters Score -2282805 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2282864.250000 Penalty: 5070.155273
	Iteration 30Q: 3 clusters Score -2282864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2282908.500000 Penalty: 5070.155273
	Iteration 31Q: 3 clusters Score -2282908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2282952.250000 Penalty: 5070.155273
	Iteration 32Q: 3 clusters Score -2282952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2282973.750000 Penalty: 5070.155273
	Iteration 33Q: 3 clusters Score -2282974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2282996.750000 Penalty: 5070.155273
	Iteration 34Q: 3 clusters Score -2282997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2283015.500000 Penalty: 5070.155273
	Iteration 35Q: 3 clusters Score -2283016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2283031.500000 Penalty: 5070.155273
	Iteration 36Q: 3 clusters Score -2283032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2283051.250000 Penalty: 5070.155273
	Iteration 37Q: 3 clusters Score -2283051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2283064.500000 Penalty: 5070.155273
	Iteration 38Q: 3 clusters Score -2283064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2283071.000000 Penalty: 5070.155273
	Iteration 39Q: 3 clusters Score -2283071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2283082.500000 Penalty: 5070.155273
	Iteration 40F: 3 clusters Score -2283082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2283097.500000 Penalty: 5070.155273
	Iteration 41Q: 3 clusters Score -2283098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2283105.500000 Penalty: 5070.155273
	Iteration 42Q: 3 clusters Score -2283106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2283114.000000 Penalty: 5070.155273
	Iteration 43Q: 3 clusters Score -2283114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2283123.500000 Penalty: 5070.155273
	Iteration 44Q: 3 clusters Score -2283124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2283139.750000 Penalty: 5070.155273
	Iteration 45Q: 3 clusters Score -2283140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2283149.750000 Penalty: 5070.155273
	Iteration 46Q: 3 clusters Score -2283150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2283157.750000 Penalty: 5070.155273
	Iteration 47Q: 3 clusters Score -2283158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2283170.500000 Penalty: 5070.155273
	Iteration 48Q: 3 clusters Score -2283170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2283179.000000 Penalty: 5070.155273
	Iteration 49Q: 3 clusters Score -2283179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2283182.000000 Penalty: 5070.155273
	Iteration 50Q: 3 clusters Score -2283182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2283190.000000 Penalty: 5070.155273
	Iteration 51Q: 3 clusters Score -2283190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2283193.500000 Penalty: 5070.155273
	Iteration 52Q: 3 clusters Score -2283194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2283200.000000 Penalty: 5070.155273
	Iteration 53Q: 3 clusters Score -2283200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2283209.250000 Penalty: 5070.155273
	Iteration 54Q: 3 clusters Score -2283209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2283216.000000 Penalty: 5070.155273
	Iteration 55Q: 3 clusters Score -2283216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2283215.250000 Penalty: 5070.155273
	Iteration 56Q: 3 clusters Score -2283215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2283223.750000 Penalty: 5070.155273
	Iteration 57Q: 3 clusters Score -2283224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2283231.500000 Penalty: 5070.155273
	Iteration 58Q: 3 clusters Score -2283232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2283235.000000 Penalty: 5070.155273
	Iteration 59Q: 3 clusters Score -2283235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2283237.500000 Penalty: 5070.155273
	Iteration 60F: 3 clusters Score -2283238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2283246.500000 Penalty: 5070.155273
	Iteration 61Q: 3 clusters Score -2283246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2283250.250000 Penalty: 5070.155273
	Iteration 62Q: 3 clusters Score -2283250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2283256.250000 Penalty: 5070.155273
	Iteration 63Q: 3 clusters Score -2283256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2283255.000000 Penalty: 5070.155273
	Iteration 64Q: 3 clusters Score -2283255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2283255.000000 Penalty: 5070.155273
	Iteration 65Q: 3 clusters Score -2283255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2283256.250000 Penalty: 5070.155273
	Iteration 66Q: 3 clusters Score -2283256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2283264.250000 Penalty: 5070.155273
	Iteration 67Q: 3 clusters Score -2283264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2283268.750000 Penalty: 5070.155273
	Iteration 68Q: 3 clusters Score -2283269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2283266.250000 Penalty: 5070.155273
	Iteration 69Q: 3 clusters Score -2283266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2283268.000000 Penalty: 5070.155273
	Iteration 70Q: 3 clusters Score -2283268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2283267.750000 Penalty: 5070.155273
	Iteration 71Q: 3 clusters Score -2283268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2283267.750000 Penalty: 5070.155273
	Iteration 72F: 3 clusters Score -2283268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Entering Unmasked Estep 
Score: -1535569.875000 Penalty: 2451.686523
	Iteration 0F: 2 clusters Score -1535570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1521768.250000 Penalty: 4903.373047
	Iteration 0F: 3 clusters Score -1521768 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1526505.500000 Penalty: 4903.373047
	Iteration 1F: 3 clusters Score -1526506 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1527178.250000 Penalty: 4903.373047
	Iteration 2F: 3 clusters Score -1527178 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1527971.250000 Penalty: 4903.373047
	Iteration 3F: 3 clusters Score -1527971 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1528983.125000 Penalty: 4903.373047
	Iteration 4F: 3 clusters Score -1528983 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1530150.375000 Penalty: 4903.373047
	Iteration 5F: 3 clusters Score -1530150 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1531282.000000 Penalty: 4903.373047
	Iteration 6F: 3 clusters Score -1531282 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1532170.625000 Penalty: 4903.373047
	Iteration 7F: 3 clusters Score -1532171 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1532765.375000 Penalty: 4903.373047
	Iteration 8Q: 3 clusters Score -1532765 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1533169.500000 Penalty: 4903.373047
	Iteration 9Q: 3 clusters Score -1533170 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1533441.000000 Penalty: 4903.373047
	Iteration 10Q: 3 clusters Score -1533441 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1533685.875000 Penalty: 4903.373047
	Iteration 11Q: 3 clusters Score -1533686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1533837.250000 Penalty: 4903.373047
	Iteration 12Q: 3 clusters Score -1533837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1533906.000000 Penalty: 4903.373047
	Iteration 13Q: 3 clusters Score -1533906 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1533943.875000 Penalty: 4903.373047
	Iteration 14Q: 3 clusters Score -1533944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1533970.125000 Penalty: 4903.373047
	Iteration 15Q: 3 clusters Score -1533970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1533979.250000 Penalty: 4903.373047
	Iteration 16Q: 3 clusters Score -1533979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1533997.500000 Penalty: 4903.373047
	Iteration 17Q: 3 clusters Score -1533998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1534010.250000 Penalty: 4903.373047
	Iteration 18Q: 3 clusters Score -1534010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1534027.875000 Penalty: 4903.373047
	Iteration 19Q: 3 clusters Score -1534028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1534034.750000 Penalty: 4903.373047
	Iteration 20F: 3 clusters Score -1534035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1534037.250000 Penalty: 4903.373047
	Iteration 21Q: 3 clusters Score -1534037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1534048.625000 Penalty: 4903.373047
	Iteration 22Q: 3 clusters Score -1534049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1534052.250000 Penalty: 4903.373047
	Iteration 23Q: 3 clusters Score -1534052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1534053.125000 Penalty: 4903.373047
	Iteration 24Q: 3 clusters Score -1534053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1534062.875000 Penalty: 4903.373047
	Iteration 25Q: 3 clusters Score -1534063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1534062.125000 Penalty: 4903.373047
	Iteration 26Q: 3 clusters Score -1534062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1534061.125000 Penalty: 4903.373047
	Iteration 27Q: 3 clusters Score -1534061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1534064.375000 Penalty: 4903.373047
	Iteration 28Q: 3 clusters Score -1534064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1534068.875000 Penalty: 4903.373047
	Iteration 29Q: 3 clusters Score -1534069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1534068.250000 Penalty: 4903.373047
	Iteration 30Q: 3 clusters Score -1534068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1534070.750000 Penalty: 4903.373047
	Iteration 31Q: 3 clusters Score -1534071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1534075.375000 Penalty: 4903.373047
	Iteration 32Q: 3 clusters Score -1534075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1534075.250000 Penalty: 4903.373047
	Iteration 33Q: 3 clusters Score -1534075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1534078.250000 Penalty: 4903.373047
	Iteration 34Q: 3 clusters Score -1534078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1534078.750000 Penalty: 4903.373047
	Iteration 35Q: 3 clusters Score -1534079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1534081.125000 Penalty: 4903.373047
	Iteration 36Q: 3 clusters Score -1534081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1534081.625000 Penalty: 4903.373047
	Iteration 37Q: 3 clusters Score -1534082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1534084.625000 Penalty: 4903.373047
	Iteration 38Q: 3 clusters Score -1534085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1534083.000000 Penalty: 4903.373047
	Iteration 39Q: 3 clusters Score -1534083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1534085.875000 Penalty: 4903.373047
	Iteration 40F: 3 clusters Score -1534086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1534086.000000 Penalty: 4903.373047
	Iteration 41Q: 3 clusters Score -1534086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1534085.750000 Penalty: 4903.373047
	Iteration 42Q: 3 clusters Score -1534086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1534086.875000 Penalty: 4903.373047
	Iteration 43Q: 3 clusters Score -1534087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1534090.875000 Penalty: 4903.373047
	Iteration 44Q: 3 clusters Score -1534091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1534087.750000 Penalty: 4903.373047
	Iteration 45Q: 3 clusters Score -1534088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1534090.750000 Penalty: 4903.373047
	Iteration 46Q: 3 clusters Score -1534091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1534087.625000 Penalty: 4903.373047
	Iteration 47Q: 3 clusters Score -1534088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1534091.875000 Penalty: 4903.373047
	Iteration 48Q: 3 clusters Score -1534092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1534090.625000 Penalty: 4903.373047
	Iteration 49Q: 3 clusters Score -1534091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1534092.125000 Penalty: 4903.373047
	Iteration 50Q: 3 clusters Score -1534092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1534093.750000 Penalty: 4903.373047
	Iteration 51Q: 3 clusters Score -1534094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1534093.875000 Penalty: 4903.373047
	Iteration 52Q: 3 clusters Score -1534094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1534093.875000 Penalty: 4903.373047
	Iteration 53F: 3 clusters Score -1534094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Entering Unmasked Estep 
Score: -1424951.375000 Penalty: 2461.279785
	Iteration 0F: 2 clusters Score -1424951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1410617.250000 Penalty: 4922.559570
	Iteration 0F: 3 clusters Score -1410617 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1415822.875000 Penalty: 4922.559570
	Iteration 1F: 3 clusters Score -1415823 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1416436.375000 Penalty: 4922.559570
	Iteration 2F: 3 clusters Score -1416436 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1416980.375000 Penalty: 4922.559570
	Iteration 3F: 3 clusters Score -1416980 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1417498.375000 Penalty: 4922.559570
	Iteration 4F: 3 clusters Score -1417498 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1418016.625000 Penalty: 4922.559570
	Iteration 5Q: 3 clusters Score -1418017 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1418545.500000 Penalty: 4922.559570
	Iteration 6Q: 3 clusters Score -1418546 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1419124.875000 Penalty: 4922.559570
	Iteration 7Q: 3 clusters Score -1419125 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1419636.750000 Penalty: 4922.559570
	Iteration 8Q: 3 clusters Score -1419637 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1420081.250000 Penalty: 4922.559570
	Iteration 9Q: 3 clusters Score -1420081 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1420429.125000 Penalty: 4922.559570
	Iteration 10Q: 3 clusters Score -1420429 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1420670.750000 Penalty: 4922.559570
	Iteration 11Q: 3 clusters Score -1420671 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1420855.875000 Penalty: 4922.559570
	Iteration 12Q: 3 clusters Score -1420856 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1420969.375000 Penalty: 4922.559570
	Iteration 13Q: 3 clusters Score -1420969 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1421074.500000 Penalty: 4922.559570
	Iteration 14Q: 3 clusters Score -1421074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1421146.375000 Penalty: 4922.559570
	Iteration 15Q: 3 clusters Score -1421146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1421211.750000 Penalty: 4922.559570
	Iteration 16Q: 3 clusters Score -1421212 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1421271.125000 Penalty: 4922.559570
	Iteration 17Q: 3 clusters Score -1421271 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1421335.750000 Penalty: 4922.559570
	Iteration 18Q: 3 clusters Score -1421336 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1421415.625000 Penalty: 4922.559570
	Iteration 19Q: 3 clusters Score -1421416 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1421482.375000 Penalty: 4922.559570
	Iteration 20F: 3 clusters Score -1421482 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1421544.000000 Penalty: 4922.559570
	Iteration 21Q: 3 clusters Score -1421544 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1421620.250000 Penalty: 4922.559570
	Iteration 22Q: 3 clusters Score -1421620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1421672.750000 Penalty: 4922.559570
	Iteration 23Q: 3 clusters Score -1421673 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1421727.000000 Penalty: 4922.559570
	Iteration 24Q: 3 clusters Score -1421727 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1421799.000000 Penalty: 4922.559570
	Iteration 25Q: 3 clusters Score -1421799 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1421855.375000 Penalty: 4922.559570
	Iteration 26Q: 3 clusters Score -1421855 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1421924.125000 Penalty: 4922.559570
	Iteration 27Q: 3 clusters Score -1421924 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1421991.625000 Penalty: 4922.559570
	Iteration 28Q: 3 clusters Score -1421992 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1422063.500000 Penalty: 4922.559570
	Iteration 29Q: 3 clusters Score -1422064 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1422125.250000 Penalty: 4922.559570
	Iteration 30Q: 3 clusters Score -1422125 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1422192.000000 Penalty: 4922.559570
	Iteration 31Q: 3 clusters Score -1422192 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1422268.000000 Penalty: 4922.559570
	Iteration 32Q: 3 clusters Score -1422268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1422346.750000 Penalty: 4922.559570
	Iteration 33Q: 3 clusters Score -1422347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1422416.750000 Penalty: 4922.559570
	Iteration 34Q: 3 clusters Score -1422417 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1422481.375000 Penalty: 4922.559570
	Iteration 35Q: 3 clusters Score -1422481 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1422552.625000 Penalty: 4922.559570
	Iteration 36Q: 3 clusters Score -1422553 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1422632.625000 Penalty: 4922.559570
	Iteration 37Q: 3 clusters Score -1422633 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1422700.250000 Penalty: 4922.559570
	Iteration 38Q: 3 clusters Score -1422700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1422753.375000 Penalty: 4922.559570
	Iteration 39Q: 3 clusters Score -1422753 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1422824.375000 Penalty: 4922.559570
	Iteration 40F: 3 clusters Score -1422824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1422904.875000 Penalty: 4922.559570
	Iteration 41Q: 3 clusters Score -1422905 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1422979.125000 Penalty: 4922.559570
	Iteration 42Q: 3 clusters Score -1422979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1423044.750000 Penalty: 4922.559570
	Iteration 43Q: 3 clusters Score -1423045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1423091.625000 Penalty: 4922.559570
	Iteration 44Q: 3 clusters Score -1423092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1423137.125000 Penalty: 4922.559570
	Iteration 45Q: 3 clusters Score -1423137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1423160.250000 Penalty: 4922.559570
	Iteration 46Q: 3 clusters Score -1423160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1423174.125000 Penalty: 4922.559570
	Iteration 47Q: 3 clusters Score -1423174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1423193.875000 Penalty: 4922.559570
	Iteration 48Q: 3 clusters Score -1423194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1423209.875000 Penalty: 4922.559570
	Iteration 49Q: 3 clusters Score -1423210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1423220.625000 Penalty: 4922.559570
	Iteration 50Q: 3 clusters Score -1423221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1423222.875000 Penalty: 4922.559570
	Iteration 51Q: 3 clusters Score -1423223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1423227.000000 Penalty: 4922.559570
	Iteration 52Q: 3 clusters Score -1423227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1423232.875000 Penalty: 4922.559570
	Iteration 53Q: 3 clusters Score -1423233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1423237.625000 Penalty: 4922.559570
	Iteration 54Q: 3 clusters Score -1423238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1423248.750000 Penalty: 4922.559570
	Iteration 55Q: 3 clusters Score -1423249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1423250.375000 Penalty: 4922.559570
	Iteration 56Q: 3 clusters Score -1423250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1423255.750000 Penalty: 4922.559570
	Iteration 57Q: 3 clusters Score -1423256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1423257.000000 Penalty: 4922.559570
	Iteration 58Q: 3 clusters Score -1423257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1423258.125000 Penalty: 4922.559570
	Iteration 59Q: 3 clusters Score -1423258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1423258.500000 Penalty: 4922.559570
	Iteration 60F: 3 clusters Score -1423258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1423258.375000 Penalty: 4922.559570
	Iteration 61Q: 3 clusters Score -1423258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1423258.375000 Penalty: 4922.559570
	Iteration 62F: 3 clusters Score -1423258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -2902145.000000 Penalty: 2595.076172
	Iteration 0F: 2 clusters Score -2902145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2878314.500000 Penalty: 5190.152344
	Iteration 0F: 3 clusters Score -2878314 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2886928.750000 Penalty: 5190.152344
	Iteration 1F: 3 clusters Score -2886929 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2887363.500000 Penalty: 5190.152344
	Iteration 2Q: 3 clusters Score -2887364 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2887742.000000 Penalty: 5190.152344
	Iteration 3Q: 3 clusters Score -2887742 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2888076.000000 Penalty: 5190.152344
	Iteration 4Q: 3 clusters Score -2888076 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2888405.500000 Penalty: 5190.152344
	Iteration 5Q: 3 clusters Score -2888406 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2888712.750000 Penalty: 5190.152344
	Iteration 6Q: 3 clusters Score -2888713 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2889010.750000 Penalty: 5190.152344
	Iteration 7Q: 3 clusters Score -2889011 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2889302.750000 Penalty: 5190.152344
	Iteration 8Q: 3 clusters Score -2889303 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2889605.250000 Penalty: 5190.152344
	Iteration 9Q: 3 clusters Score -2889605 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2889941.250000 Penalty: 5190.152344
	Iteration 10Q: 3 clusters Score -2889941 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2890376.500000 Penalty: 5190.152344
	Iteration 11Q: 3 clusters Score -2890376 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2890991.750000 Penalty: 5190.152344
	Iteration 12Q: 3 clusters Score -2890992 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2891850.250000 Penalty: 5190.152344
	Iteration 13Q: 3 clusters Score -2891850 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2892971.500000 Penalty: 5190.152344
	Iteration 14Q: 3 clusters Score -2892972 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2894125.500000 Penalty: 5190.152344
	Iteration 15Q: 3 clusters Score -2894126 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2895161.250000 Penalty: 5190.152344
	Iteration 16Q: 3 clusters Score -2895161 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2895969.500000 Penalty: 5190.152344
	Iteration 17Q: 3 clusters Score -2895970 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2896495.000000 Penalty: 5190.152344
	Iteration 18Q: 3 clusters Score -2896495 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2896909.500000 Penalty: 5190.152344
	Iteration 19Q: 3 clusters Score -2896910 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -2897248.000000 Penalty: 5190.152344
	Iteration 20F: 3 clusters Score -2897248 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2897552.000000 Penalty: 5190.152344
	Iteration 21Q: 3 clusters Score -2897552 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2897824.000000 Penalty: 5190.152344
	Iteration 22Q: 3 clusters Score -2897824 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2898057.000000 Penalty: 5190.152344
	Iteration 23Q: 3 clusters Score -2898057 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -2898286.750000 Penalty: 5190.152344
	Iteration 24Q: 3 clusters Score -2898287 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -2898484.500000 Penalty: 5190.152344
	Iteration 25Q: 3 clusters Score -2898484 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -2898657.000000 Penalty: 5190.152344
	Iteration 26Q: 3 clusters Score -2898657 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -2898806.500000 Penalty: 5190.152344
	Iteration 27Q: 3 clusters Score -2898806 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2898956.500000 Penalty: 5190.152344
	Iteration 28Q: 3 clusters Score -2898956 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -2899079.750000 Penalty: 5190.152344
	Iteration 29Q: 3 clusters Score -2899080 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -2899199.750000 Penalty: 5190.152344
	Iteration 30Q: 3 clusters Score -2899200 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -2899321.250000 Penalty: 5190.152344
	Iteration 31Q: 3 clusters Score -2899321 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2899458.000000 Penalty: 5190.152344
	Iteration 32Q: 3 clusters Score -2899458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -2899557.500000 Penalty: 5190.152344
	Iteration 33Q: 3 clusters Score -2899558 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -2899641.750000 Penalty: 5190.152344
	Iteration 34Q: 3 clusters Score -2899642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -2899709.500000 Penalty: 5190.152344
	Iteration 35Q: 3 clusters Score -2899710 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -2899757.250000 Penalty: 5190.152344
	Iteration 36Q: 3 clusters Score -2899757 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -2899785.500000 Penalty: 5190.152344
	Iteration 37Q: 3 clusters Score -2899786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -2899829.750000 Penalty: 5190.152344
	Iteration 38Q: 3 clusters Score -2899830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -2899871.500000 Penalty: 5190.152344
	Iteration 39Q: 3 clusters Score -2899872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -2899909.500000 Penalty: 5190.152344
	Iteration 40F: 3 clusters Score -2899910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -2899933.250000 Penalty: 5190.152344
	Iteration 41Q: 3 clusters Score -2899933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -2899966.500000 Penalty: 5190.152344
	Iteration 42Q: 3 clusters Score -2899966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -2899986.250000 Penalty: 5190.152344
	Iteration 43Q: 3 clusters Score -2899986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -2900007.750000 Penalty: 5190.152344
	Iteration 44Q: 3 clusters Score -2900008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2900025.250000 Penalty: 5190.152344
	Iteration 45Q: 3 clusters Score -2900025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -2900034.500000 Penalty: 5190.152344
	Iteration 46Q: 3 clusters Score -2900034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -2900045.250000 Penalty: 5190.152344
	Iteration 47Q: 3 clusters Score -2900045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -2900055.000000 Penalty: 5190.152344
	Iteration 48Q: 3 clusters Score -2900055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -2900062.750000 Penalty: 5190.152344
	Iteration 49Q: 3 clusters Score -2900063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -2900062.500000 Penalty: 5190.152344
	Iteration 50Q: 3 clusters Score -2900062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -2900070.500000 Penalty: 5190.152344
	Iteration 51Q: 3 clusters Score -2900070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -2900073.250000 Penalty: 5190.152344
	Iteration 52Q: 3 clusters Score -2900073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -2900074.250000 Penalty: 5190.152344
	Iteration 53Q: 3 clusters Score -2900074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -2900072.750000 Penalty: 5190.152344
	Iteration 54Q: 3 clusters Score -2900073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -2900072.000000 Penalty: 5190.152344
	Iteration 55Q: 3 clusters Score -2900072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -2900071.500000 Penalty: 5190.152344
	Iteration 56Q: 3 clusters Score -2900072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -2900075.500000 Penalty: 5190.152344
	Iteration 57Q: 3 clusters Score -2900076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -2900077.000000 Penalty: 5190.152344
	Iteration 58Q: 3 clusters Score -2900077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -2900081.000000 Penalty: 5190.152344
	Iteration 59Q: 3 clusters Score -2900081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -2900084.250000 Penalty: 5190.152344
	Iteration 60F: 3 clusters Score -2900084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -2900085.500000 Penalty: 5190.152344
	Iteration 61Q: 3 clusters Score -2900086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -2900089.500000 Penalty: 5190.152344
	Iteration 62Q: 3 clusters Score -2900090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -2900088.250000 Penalty: 5190.152344
	Iteration 63Q: 3 clusters Score -2900088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -2900090.750000 Penalty: 5190.152344
	Iteration 64Q: 3 clusters Score -2900091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -2900093.000000 Penalty: 5190.152344
	Iteration 65Q: 3 clusters Score -2900093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -2900097.250000 Penalty: 5190.152344
	Iteration 66Q: 3 clusters Score -2900097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -2900100.500000 Penalty: 5190.152344
	Iteration 67Q: 3 clusters Score -2900100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -2900103.250000 Penalty: 5190.152344
	Iteration 68Q: 3 clusters Score -2900103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -2900103.500000 Penalty: 5190.152344
	Iteration 69Q: 3 clusters Score -2900104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -2900106.250000 Penalty: 5190.152344
	Iteration 70Q: 3 clusters Score -2900106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -2900106.750000 Penalty: 5190.152344
	Iteration 71Q: 3 clusters Score -2900107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -2900110.000000 Penalty: 5190.152344
	Iteration 72Q: 3 clusters Score -2900110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -2900107.250000 Penalty: 5190.152344
	Iteration 73Q: 3 clusters Score -2900107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -2900106.250000 Penalty: 5190.152344
	Iteration 74Q: 3 clusters Score -2900106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -2900107.250000 Penalty: 5190.152344
	Iteration 75Q: 3 clusters Score -2900107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -2900107.250000 Penalty: 5190.152344
	Iteration 76F: 3 clusters Score -2900107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -515781.968750 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -515782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -510341.468750 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -510341.5 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -511822.281250 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -511822.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -512192.906250 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -512192.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -512470.937500 Penalty: 4353.514648
	Iteration 3F: 3 clusters Score -512470.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -512679.156250 Penalty: 4353.514648
	Iteration 4F: 3 clusters Score -512679.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -512836.875000 Penalty: 4353.514648
	Iteration 5Q: 3 clusters Score -512836.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -512954.218750 Penalty: 4353.514648
	Iteration 6Q: 3 clusters Score -512954.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -513045.437500 Penalty: 4353.514648
	Iteration 7Q: 3 clusters Score -513045.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -513150.500000 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -513150.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -513249.343750 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -513249.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -513354.843750 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -513354.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -513469.906250 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -513469.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -513596.218750 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -513596.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -513740.343750 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -513740.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -513911.468750 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -513911.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -514055.250000 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -514055.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -514202.562500 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -514202.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -514351.156250 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -514351.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -514463.718750 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -514463.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -514544.750000 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -514544.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -514590.843750 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -514590.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -514622.250000 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -514622.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -514643.281250 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -514643.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -514658.187500 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -514658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -514670.468750 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -514670.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -514677.656250 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -514677.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -514680.125000 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -514680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -514684.531250 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -514684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -514689.281250 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -514689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -514692.093750 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -514692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -514693.343750 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -514693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -514695.312500 Penalty: 4353.514648
	Iteration 31Q: 3 clusters Score -514695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -514696.468750 Penalty: 4353.514648
	Iteration 32Q: 3 clusters Score -514696.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -514696.468750 Penalty: 4353.514648
	Iteration 33F: 3 clusters Score -514696.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -633023.375000 Penalty: 2228.483643
	Iteration 0F: 2 clusters Score -633023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -626647.625000 Penalty: 4456.967285
	Iteration 0F: 3 clusters Score -626647.6 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -628344.687500 Penalty: 4456.967285
	Iteration 1F: 3 clusters Score -628344.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -628647.562500 Penalty: 4456.967285
	Iteration 2F: 3 clusters Score -628647.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -628889.750000 Penalty: 4456.967285
	Iteration 3F: 3 clusters Score -628889.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -629090.375000 Penalty: 4456.967285
	Iteration 4Q: 3 clusters Score -629090.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -629301.750000 Penalty: 4456.967285
	Iteration 5Q: 3 clusters Score -629301.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -629542.187500 Penalty: 4456.967285
	Iteration 6Q: 3 clusters Score -629542.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -629803.312500 Penalty: 4456.967285
	Iteration 7Q: 3 clusters Score -629803.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -630074.625000 Penalty: 4456.967285
	Iteration 8F: 3 clusters Score -630074.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -630340.250000 Penalty: 4456.967285
	Iteration 9Q: 3 clusters Score -630340.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -630550.375000 Penalty: 4456.967285
	Iteration 10Q: 3 clusters Score -630550.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -630724.125000 Penalty: 4456.967285
	Iteration 11Q: 3 clusters Score -630724.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -630862.875000 Penalty: 4456.967285
	Iteration 12Q: 3 clusters Score -630862.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -630978.500000 Penalty: 4456.967285
	Iteration 13Q: 3 clusters Score -630978.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -631076.375000 Penalty: 4456.967285
	Iteration 14Q: 3 clusters Score -631076.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -631152.437500 Penalty: 4456.967285
	Iteration 15Q: 3 clusters Score -631152.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -631194.875000 Penalty: 4456.967285
	Iteration 16Q: 3 clusters Score -631194.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -631226.875000 Penalty: 4456.967285
	Iteration 17Q: 3 clusters Score -631226.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -631260.937500 Penalty: 4456.967285
	Iteration 18Q: 3 clusters Score -631260.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -631286.125000 Penalty: 4456.967285
	Iteration 19Q: 3 clusters Score -631286.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -631302.937500 Penalty: 4456.967285
	Iteration 20F: 3 clusters Score -631302.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -631312.250000 Penalty: 4456.967285
	Iteration 21Q: 3 clusters Score -631312.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -631322.875000 Penalty: 4456.967285
	Iteration 22Q: 3 clusters Score -631322.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -631329.312500 Penalty: 4456.967285
	Iteration 23Q: 3 clusters Score -631329.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -631339.875000 Penalty: 4456.967285
	Iteration 24Q: 3 clusters Score -631339.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -631345.875000 Penalty: 4456.967285
	Iteration 25Q: 3 clusters Score -631345.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -631352.937500 Penalty: 4456.967285
	Iteration 26Q: 3 clusters Score -631352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -631359.000000 Penalty: 4456.967285
	Iteration 27Q: 3 clusters Score -631359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -631370.750000 Penalty: 4456.967285
	Iteration 28Q: 3 clusters Score -631370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -631372.250000 Penalty: 4456.967285
	Iteration 29Q: 3 clusters Score -631372.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -631377.000000 Penalty: 4456.967285
	Iteration 30Q: 3 clusters Score -631377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -631382.375000 Penalty: 4456.967285
	Iteration 31Q: 3 clusters Score -631382.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -631389.187500 Penalty: 4456.967285
	Iteration 32Q: 3 clusters Score -631389.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -631390.375000 Penalty: 4456.967285
	Iteration 33Q: 3 clusters Score -631390.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -631393.312500 Penalty: 4456.967285
	Iteration 34Q: 3 clusters Score -631393.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -631398.250000 Penalty: 4456.967285
	Iteration 35Q: 3 clusters Score -631398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -631401.062500 Penalty: 4456.967285
	Iteration 36Q: 3 clusters Score -631401.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -631405.125000 Penalty: 4456.967285
	Iteration 37Q: 3 clusters Score -631405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -631411.437500 Penalty: 4456.967285
	Iteration 38Q: 3 clusters Score -631411.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -631415.250000 Penalty: 4456.967285
	Iteration 39Q: 3 clusters Score -631415.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -631419.750000 Penalty: 4456.967285
	Iteration 40F: 3 clusters Score -631419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -631424.125000 Penalty: 4456.967285
	Iteration 41Q: 3 clusters Score -631424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -631427.375000 Penalty: 4456.967285
	Iteration 42Q: 3 clusters Score -631427.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -631431.375000 Penalty: 4456.967285
	Iteration 43Q: 3 clusters Score -631431.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -631433.250000 Penalty: 4456.967285
	Iteration 44Q: 3 clusters Score -631433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -631433.250000 Penalty: 4456.967285
	Iteration 45F: 3 clusters Score -631433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Entering Unmasked Estep 
Score: -297177.031250 Penalty: 2032.784668
	Iteration 0F: 2 clusters Score -297177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -293493.375000 Penalty: 4065.569336
	Iteration 0F: 3 clusters Score -293493.4 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -294225.437500 Penalty: 4065.569336
	Iteration 1F: 3 clusters Score -294225.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -294366.031250 Penalty: 4065.569336
	Iteration 2F: 3 clusters Score -294366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -294453.218750 Penalty: 4065.569336
	Iteration 3Q: 3 clusters Score -294453.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -294510.093750 Penalty: 4065.569336
	Iteration 4Q: 3 clusters Score -294510.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -294546.968750 Penalty: 4065.569336
	Iteration 5Q: 3 clusters Score -294547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -294576.593750 Penalty: 4065.569336
	Iteration 6Q: 3 clusters Score -294576.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -294595.500000 Penalty: 4065.569336
	Iteration 7Q: 3 clusters Score -294595.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -294613.406250 Penalty: 4065.569336
	Iteration 8Q: 3 clusters Score -294613.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -294635.562500 Penalty: 4065.569336
	Iteration 9Q: 3 clusters Score -294635.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -294661.718750 Penalty: 4065.569336
	Iteration 10Q: 3 clusters Score -294661.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -294679.593750 Penalty: 4065.569336
	Iteration 11Q: 3 clusters Score -294679.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -294693.968750 Penalty: 4065.569336
	Iteration 12Q: 3 clusters Score -294694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -294710.281250 Penalty: 4065.569336
	Iteration 13Q: 3 clusters Score -294710.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -294725.468750 Penalty: 4065.569336
	Iteration 14Q: 3 clusters Score -294725.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -294745.906250 Penalty: 4065.569336
	Iteration 15Q: 3 clusters Score -294745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -294762.937500 Penalty: 4065.569336
	Iteration 16Q: 3 clusters Score -294762.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -294778.406250 Penalty: 4065.569336
	Iteration 17Q: 3 clusters Score -294778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -294789.656250 Penalty: 4065.569336
	Iteration 18Q: 3 clusters Score -294789.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -294798.531250 Penalty: 4065.569336
	Iteration 19Q: 3 clusters Score -294798.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -294810.375000 Penalty: 4065.569336
	Iteration 20F: 3 clusters Score -294810.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -294822.500000 Penalty: 4065.569336
	Iteration 21Q: 3 clusters Score -294822.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -294834.625000 Penalty: 4065.569336
	Iteration 22Q: 3 clusters Score -294834.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -294843.281250 Penalty: 4065.569336
	Iteration 23Q: 3 clusters Score -294843.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -294849.218750 Penalty: 4065.569336
	Iteration 24Q: 3 clusters Score -294849.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -294854.875000 Penalty: 4065.569336
	Iteration 25Q: 3 clusters Score -294854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -294859.312500 Penalty: 4065.569336
	Iteration 26Q: 3 clusters Score -294859.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -294863.031250 Penalty: 4065.569336
	Iteration 27Q: 3 clusters Score -294863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -294868.250000 Penalty: 4065.569336
	Iteration 28Q: 3 clusters Score -294868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -294870.437500 Penalty: 4065.569336
	Iteration 29Q: 3 clusters Score -294870.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -294873.500000 Penalty: 4065.569336
	Iteration 30Q: 3 clusters Score -294873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -294877.000000 Penalty: 4065.569336
	Iteration 31Q: 3 clusters Score -294877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -294878.906250 Penalty: 4065.569336
	Iteration 32Q: 3 clusters Score -294878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -294883.687500 Penalty: 4065.569336
	Iteration 33Q: 3 clusters Score -294883.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -294889.625000 Penalty: 4065.569336
	Iteration 34Q: 3 clusters Score -294889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -294896.250000 Penalty: 4065.569336
	Iteration 35Q: 3 clusters Score -294896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -294903.937500 Penalty: 4065.569336
	Iteration 36Q: 3 clusters Score -294903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -294908.375000 Penalty: 4065.569336
	Iteration 37Q: 3 clusters Score -294908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -294911.375000 Penalty: 4065.569336
	Iteration 38Q: 3 clusters Score -294911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -294912.937500 Penalty: 4065.569336
	Iteration 39Q: 3 clusters Score -294912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -294917.125000 Penalty: 4065.569336
	Iteration 40F: 3 clusters Score -294917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -294920.187500 Penalty: 4065.569336
	Iteration 41Q: 3 clusters Score -294920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -294924.281250 Penalty: 4065.569336
	Iteration 42Q: 3 clusters Score -294924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -294927.968750 Penalty: 4065.569336
	Iteration 43Q: 3 clusters Score -294928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -294929.593750 Penalty: 4065.569336
	Iteration 44Q: 3 clusters Score -294929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -294933.781250 Penalty: 4065.569336
	Iteration 45Q: 3 clusters Score -294933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -294936.031250 Penalty: 4065.569336
	Iteration 46Q: 3 clusters Score -294936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -294937.343750 Penalty: 4065.569336
	Iteration 47Q: 3 clusters Score -294937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -294937.812500 Penalty: 4065.569336
	Iteration 48Q: 3 clusters Score -294937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -294939.875000 Penalty: 4065.569336
	Iteration 49Q: 3 clusters Score -294939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -294941.968750 Penalty: 4065.569336
	Iteration 50Q: 3 clusters Score -294942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -294943.562500 Penalty: 4065.569336
	Iteration 51Q: 3 clusters Score -294943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -294945.343750 Penalty: 4065.569336
	Iteration 52Q: 3 clusters Score -294945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -294947.062500 Penalty: 4065.569336
	Iteration 53Q: 3 clusters Score -294947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -294948.625000 Penalty: 4065.569336
	Iteration 54Q: 3 clusters Score -294948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -294950.062500 Penalty: 4065.569336
	Iteration 55Q: 3 clusters Score -294950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -294950.468750 Penalty: 4065.569336
	Iteration 56Q: 3 clusters Score -294950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -294952.093750 Penalty: 4065.569336
	Iteration 57Q: 3 clusters Score -294952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -294952.187500 Penalty: 4065.569336
	Iteration 58Q: 3 clusters Score -294952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -294952.375000 Penalty: 4065.569336
	Iteration 59Q: 3 clusters Score -294952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -294953.875000 Penalty: 4065.569336
	Iteration 60F: 3 clusters Score -294953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -294954.093750 Penalty: 4065.569336
	Iteration 61Q: 3 clusters Score -294954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -294954.093750 Penalty: 4065.569336
	Iteration 62F: 3 clusters Score -294954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Entering Unmasked Estep 
Score: -1656360.625000 Penalty: 2466.458496
	Iteration 0F: 2 clusters Score -1656361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1641576.250000 Penalty: 4932.916992
	Iteration 0F: 3 clusters Score -1641576 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1646606.250000 Penalty: 4932.916992
	Iteration 1F: 3 clusters Score -1646606 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1647010.750000 Penalty: 4932.916992
	Iteration 2F: 3 clusters Score -1647011 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1647374.125000 Penalty: 4932.916992
	Iteration 3Q: 3 clusters Score -1647374 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1647741.000000 Penalty: 4932.916992
	Iteration 4Q: 3 clusters Score -1647741 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1648108.625000 Penalty: 4932.916992
	Iteration 5Q: 3 clusters Score -1648109 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1648498.125000 Penalty: 4932.916992
	Iteration 6Q: 3 clusters Score -1648498 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1648944.750000 Penalty: 4932.916992
	Iteration 7Q: 3 clusters Score -1648945 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1649559.625000 Penalty: 4932.916992
	Iteration 8Q: 3 clusters Score -1649560 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1650302.500000 Penalty: 4932.916992
	Iteration 9F: 3 clusters Score -1650302 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1651154.250000 Penalty: 4932.916992
	Iteration 10F: 3 clusters Score -1651154 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1652046.000000 Penalty: 4932.916992
	Iteration 11F: 3 clusters Score -1652046 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1652671.625000 Penalty: 4932.916992
	Iteration 12Q: 3 clusters Score -1652672 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1653020.625000 Penalty: 4932.916992
	Iteration 13Q: 3 clusters Score -1653021 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1653219.125000 Penalty: 4932.916992
	Iteration 14Q: 3 clusters Score -1653219 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1653359.250000 Penalty: 4932.916992
	Iteration 15Q: 3 clusters Score -1653359 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1653474.125000 Penalty: 4932.916992
	Iteration 16Q: 3 clusters Score -1653474 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1653585.000000 Penalty: 4932.916992
	Iteration 17Q: 3 clusters Score -1653585 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1653659.875000 Penalty: 4932.916992
	Iteration 18Q: 3 clusters Score -1653660 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1653727.750000 Penalty: 4932.916992
	Iteration 19Q: 3 clusters Score -1653728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1653780.625000 Penalty: 4932.916992
	Iteration 20F: 3 clusters Score -1653781 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1653815.375000 Penalty: 4932.916992
	Iteration 21Q: 3 clusters Score -1653815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1653848.500000 Penalty: 4932.916992
	Iteration 22Q: 3 clusters Score -1653848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1653884.750000 Penalty: 4932.916992
	Iteration 23Q: 3 clusters Score -1653885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1653907.875000 Penalty: 4932.916992
	Iteration 24Q: 3 clusters Score -1653908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1653923.750000 Penalty: 4932.916992
	Iteration 25Q: 3 clusters Score -1653924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1653938.750000 Penalty: 4932.916992
	Iteration 26Q: 3 clusters Score -1653939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -1653957.375000 Penalty: 4932.916992
	Iteration 27Q: 3 clusters Score -1653957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1653976.875000 Penalty: 4932.916992
	Iteration 28Q: 3 clusters Score -1653977 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1653997.875000 Penalty: 4932.916992
	Iteration 29Q: 3 clusters Score -1653998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1654014.750000 Penalty: 4932.916992
	Iteration 30Q: 3 clusters Score -1654015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1654022.500000 Penalty: 4932.916992
	Iteration 31Q: 3 clusters Score -1654022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1654035.750000 Penalty: 4932.916992
	Iteration 32Q: 3 clusters Score -1654036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1654039.375000 Penalty: 4932.916992
	Iteration 33Q: 3 clusters Score -1654039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -1654057.000000 Penalty: 4932.916992
	Iteration 34Q: 3 clusters Score -1654057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1654064.750000 Penalty: 4932.916992
	Iteration 35Q: 3 clusters Score -1654065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1654070.000000 Penalty: 4932.916992
	Iteration 36Q: 3 clusters Score -1654070 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1654085.875000 Penalty: 4932.916992
	Iteration 37Q: 3 clusters Score -1654086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1654094.375000 Penalty: 4932.916992
	Iteration 38Q: 3 clusters Score -1654094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1654109.000000 Penalty: 4932.916992
	Iteration 39Q: 3 clusters Score -1654109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1654123.875000 Penalty: 4932.916992
	Iteration 40F: 3 clusters Score -1654124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1654140.750000 Penalty: 4932.916992
	Iteration 41Q: 3 clusters Score -1654141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -1654153.125000 Penalty: 4932.916992
	Iteration 42Q: 3 clusters Score -1654153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1654165.875000 Penalty: 4932.916992
	Iteration 43Q: 3 clusters Score -1654166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1654182.625000 Penalty: 4932.916992
	Iteration 44Q: 3 clusters Score -1654183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1654194.875000 Penalty: 4932.916992
	Iteration 45Q: 3 clusters Score -1654195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1654207.250000 Penalty: 4932.916992
	Iteration 46Q: 3 clusters Score -1654207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -1654236.375000 Penalty: 4932.916992
	Iteration 47Q: 3 clusters Score -1654236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1654255.625000 Penalty: 4932.916992
	Iteration 48Q: 3 clusters Score -1654256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1654279.625000 Penalty: 4932.916992
	Iteration 49Q: 3 clusters Score -1654280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1654296.375000 Penalty: 4932.916992
	Iteration 50Q: 3 clusters Score -1654296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1654307.875000 Penalty: 4932.916992
	Iteration 51Q: 3 clusters Score -1654308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1654328.250000 Penalty: 4932.916992
	Iteration 52Q: 3 clusters Score -1654328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1654347.875000 Penalty: 4932.916992
	Iteration 53Q: 3 clusters Score -1654348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1654367.500000 Penalty: 4932.916992
	Iteration 54Q: 3 clusters Score -1654368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1654396.875000 Penalty: 4932.916992
	Iteration 55Q: 3 clusters Score -1654397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1654413.500000 Penalty: 4932.916992
	Iteration 56Q: 3 clusters Score -1654414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1654435.500000 Penalty: 4932.916992
	Iteration 57Q: 3 clusters Score -1654436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -1654451.750000 Penalty: 4932.916992
	Iteration 58Q: 3 clusters Score -1654452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1654465.125000 Penalty: 4932.916992
	Iteration 59Q: 3 clusters Score -1654465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1654474.750000 Penalty: 4932.916992
	Iteration 60F: 3 clusters Score -1654475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1654476.875000 Penalty: 4932.916992
	Iteration 61Q: 3 clusters Score -1654477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1654490.500000 Penalty: 4932.916992
	Iteration 62Q: 3 clusters Score -1654490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1654505.000000 Penalty: 4932.916992
	Iteration 63Q: 3 clusters Score -1654505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1654511.875000 Penalty: 4932.916992
	Iteration 64Q: 3 clusters Score -1654512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1654518.875000 Penalty: 4932.916992
	Iteration 65Q: 3 clusters Score -1654519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1654526.125000 Penalty: 4932.916992
	Iteration 66Q: 3 clusters Score -1654526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1654528.125000 Penalty: 4932.916992
	Iteration 67Q: 3 clusters Score -1654528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1654527.875000 Penalty: 4932.916992
	Iteration 68Q: 3 clusters Score -1654528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1654537.625000 Penalty: 4932.916992
	Iteration 69Q: 3 clusters Score -1654538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1654540.875000 Penalty: 4932.916992
	Iteration 70Q: 3 clusters Score -1654541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1654540.875000 Penalty: 4932.916992
	Iteration 71Q: 3 clusters Score -1654541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1654545.500000 Penalty: 4932.916992
	Iteration 72Q: 3 clusters Score -1654546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1654543.875000 Penalty: 4932.916992
	Iteration 73Q: 3 clusters Score -1654544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1654547.625000 Penalty: 4932.916992
	Iteration 74Q: 3 clusters Score -1654548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1654553.125000 Penalty: 4932.916992
	Iteration 75Q: 3 clusters Score -1654553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1654555.125000 Penalty: 4932.916992
	Iteration 76Q: 3 clusters Score -1654555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1654560.875000 Penalty: 4932.916992
	Iteration 77Q: 3 clusters Score -1654561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1654563.125000 Penalty: 4932.916992
	Iteration 78Q: 3 clusters Score -1654563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1654564.875000 Penalty: 4932.916992
	Iteration 79Q: 3 clusters Score -1654565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1654568.125000 Penalty: 4932.916992
	Iteration 80F: 3 clusters Score -1654568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -1654566.125000 Penalty: 4932.916992
	Iteration 81Q: 3 clusters Score -1654566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1654569.375000 Penalty: 4932.916992
	Iteration 82Q: 3 clusters Score -1654569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1654573.375000 Penalty: 4932.916992
	Iteration 83Q: 3 clusters Score -1654573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -1654572.875000 Penalty: 4932.916992
	Iteration 84Q: 3 clusters Score -1654573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1654571.625000 Penalty: 4932.916992
	Iteration 85Q: 3 clusters Score -1654572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -1654571.250000 Penalty: 4932.916992
	Iteration 86Q: 3 clusters Score -1654571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1654571.500000 Penalty: 4932.916992
	Iteration 87Q: 3 clusters Score -1654572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1654571.500000 Penalty: 4932.916992
	Iteration 88F: 3 clusters Score -1654572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1110307.625000 Penalty: 2369.304199
	Iteration 0F: 2 clusters Score -1110308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1099944.125000 Penalty: 4738.608398
	Iteration 0F: 3 clusters Score -1099944 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1103178.000000 Penalty: 4738.608398
	Iteration 1F: 3 clusters Score -1103178 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1103506.000000 Penalty: 4738.608398
	Iteration 2F: 3 clusters Score -1103506 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1103735.625000 Penalty: 4738.608398
	Iteration 3Q: 3 clusters Score -1103736 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1103921.750000 Penalty: 4738.608398
	Iteration 4Q: 3 clusters Score -1103922 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1104106.750000 Penalty: 4738.608398
	Iteration 5Q: 3 clusters Score -1104107 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1104297.375000 Penalty: 4738.608398
	Iteration 6Q: 3 clusters Score -1104297 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1104504.125000 Penalty: 4738.608398
	Iteration 7Q: 3 clusters Score -1104504 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1104746.500000 Penalty: 4738.608398
	Iteration 8Q: 3 clusters Score -1104746 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1104998.000000 Penalty: 4738.608398
	Iteration 9Q: 3 clusters Score -1104998 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1105276.000000 Penalty: 4738.608398
	Iteration 10Q: 3 clusters Score -1105276 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1105593.750000 Penalty: 4738.608398
	Iteration 11Q: 3 clusters Score -1105594 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1105938.625000 Penalty: 4738.608398
	Iteration 12Q: 3 clusters Score -1105939 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1106279.250000 Penalty: 4738.608398
	Iteration 13Q: 3 clusters Score -1106279 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1106579.625000 Penalty: 4738.608398
	Iteration 14Q: 3 clusters Score -1106580 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1106844.500000 Penalty: 4738.608398
	Iteration 15Q: 3 clusters Score -1106844 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1107071.500000 Penalty: 4738.608398
	Iteration 16Q: 3 clusters Score -1107072 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1107279.625000 Penalty: 4738.608398
	Iteration 17Q: 3 clusters Score -1107280 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1107468.375000 Penalty: 4738.608398
	Iteration 18Q: 3 clusters Score -1107468 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1107622.000000 Penalty: 4738.608398
	Iteration 19Q: 3 clusters Score -1107622 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1107759.375000 Penalty: 4738.608398
	Iteration 20F: 3 clusters Score -1107759 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1107894.500000 Penalty: 4738.608398
	Iteration 21Q: 3 clusters Score -1107894 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1108024.875000 Penalty: 4738.608398
	Iteration 22Q: 3 clusters Score -1108025 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1108147.875000 Penalty: 4738.608398
	Iteration 23Q: 3 clusters Score -1108148 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1108246.375000 Penalty: 4738.608398
	Iteration 24Q: 3 clusters Score -1108246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1108329.750000 Penalty: 4738.608398
	Iteration 25Q: 3 clusters Score -1108330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1108405.000000 Penalty: 4738.608398
	Iteration 26Q: 3 clusters Score -1108405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1108453.875000 Penalty: 4738.608398
	Iteration 27Q: 3 clusters Score -1108454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1108490.375000 Penalty: 4738.608398
	Iteration 28Q: 3 clusters Score -1108490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1108509.625000 Penalty: 4738.608398
	Iteration 29Q: 3 clusters Score -1108510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1108534.000000 Penalty: 4738.608398
	Iteration 30Q: 3 clusters Score -1108534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1108550.125000 Penalty: 4738.608398
	Iteration 31Q: 3 clusters Score -1108550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1108565.250000 Penalty: 4738.608398
	Iteration 32Q: 3 clusters Score -1108565 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1108579.125000 Penalty: 4738.608398
	Iteration 33Q: 3 clusters Score -1108579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1108589.625000 Penalty: 4738.608398
	Iteration 34Q: 3 clusters Score -1108590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1108602.875000 Penalty: 4738.608398
	Iteration 35Q: 3 clusters Score -1108603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1108614.875000 Penalty: 4738.608398
	Iteration 36Q: 3 clusters Score -1108615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1108622.875000 Penalty: 4738.608398
	Iteration 37Q: 3 clusters Score -1108623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1108629.750000 Penalty: 4738.608398
	Iteration 38Q: 3 clusters Score -1108630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1108633.750000 Penalty: 4738.608398
	Iteration 39Q: 3 clusters Score -1108634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1108639.250000 Penalty: 4738.608398
	Iteration 40F: 3 clusters Score -1108639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1108642.375000 Penalty: 4738.608398
	Iteration 41Q: 3 clusters Score -1108642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1108651.625000 Penalty: 4738.608398
	Iteration 42Q: 3 clusters Score -1108652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1108658.000000 Penalty: 4738.608398
	Iteration 43Q: 3 clusters Score -1108658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1108666.250000 Penalty: 4738.608398
	Iteration 44Q: 3 clusters Score -1108666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1108669.875000 Penalty: 4738.608398
	Iteration 45Q: 3 clusters Score -1108670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1108674.500000 Penalty: 4738.608398
	Iteration 46Q: 3 clusters Score -1108674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1108681.500000 Penalty: 4738.608398
	Iteration 47Q: 3 clusters Score -1108682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1108686.125000 Penalty: 4738.608398
	Iteration 48Q: 3 clusters Score -1108686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1108684.125000 Penalty: 4738.608398
	Iteration 49Q: 3 clusters Score -1108684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1108685.375000 Penalty: 4738.608398
	Iteration 50Q: 3 clusters Score -1108685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1108688.125000 Penalty: 4738.608398
	Iteration 51Q: 3 clusters Score -1108688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1108689.500000 Penalty: 4738.608398
	Iteration 52Q: 3 clusters Score -1108690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1108690.750000 Penalty: 4738.608398
	Iteration 53Q: 3 clusters Score -1108691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1108689.375000 Penalty: 4738.608398
	Iteration 54Q: 3 clusters Score -1108689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1108687.750000 Penalty: 4738.608398
	Iteration 55Q: 3 clusters Score -1108688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1108687.750000 Penalty: 4738.608398
	Iteration 56F: 3 clusters Score -1108688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160428 members 
Entering Unmasked Estep 
Score: -13070808.000000 Penalty: 2972.428955
	Iteration 0F: 2 clusters Score -1.307081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -12963183.000000 Penalty: 5944.857910
	Iteration 0F: 3 clusters Score -1.296318e+07 nChanged 76911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -13007801.000000 Penalty: 5944.857910
	Iteration 1F: 3 clusters Score -1.30078e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -13008367.000000 Penalty: 5944.857910
	Iteration 2Q: 3 clusters Score -1.300837e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -13009188.000000 Penalty: 5944.857910
	Iteration 3Q: 3 clusters Score -1.300919e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70461 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -13010287.000000 Penalty: 5944.857910
	Iteration 4Q: 3 clusters Score -1.301029e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -13012363.000000 Penalty: 5944.857910
	Iteration 5Q: 3 clusters Score -1.301236e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -13016345.000000 Penalty: 5944.857910
	Iteration 6F: 3 clusters Score -1.301634e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -13024209.000000 Penalty: 5944.857910
	Iteration 7F: 3 clusters Score -1.302421e+07 nChanged 14865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 130041 members 
Entering Unmasked Estep 
Score: -13037189.000000 Penalty: 5944.857910
	Iteration 8F: 3 clusters Score -1.303719e+07 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 145142 members 
Entering Unmasked Estep 
Score: -13052525.000000 Penalty: 5944.857910
	Iteration 9F: 3 clusters Score -1.305252e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 155193 members 
Entering Unmasked Estep 
Score: -13062987.000000 Penalty: 5944.857910
	Iteration 10F: 3 clusters Score -1.306299e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 159087 members 
Entering Unmasked Estep 
Score: -13066837.000000 Penalty: 5944.857910
	Iteration 11Q: 3 clusters Score -1.306684e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -13067708.000000 Penalty: 5944.857910
	Iteration 12Q: 3 clusters Score -1.306771e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -13067944.000000 Penalty: 5944.857910
	Iteration 13Q: 3 clusters Score -1.306794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160238 members 
Entering Unmasked Estep 
Score: -13068050.000000 Penalty: 5944.857910
	Iteration 14Q: 3 clusters Score -1.306805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 160250 members 
Entering Unmasked Estep 
Score: -13068086.000000 Penalty: 5944.857910
	Iteration 15Q: 3 clusters Score -1.306809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160257 members 
Entering Unmasked Estep 
Score: -13068100.000000 Penalty: 5944.857910
	Iteration 16Q: 3 clusters Score -1.30681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 160260 members 
Entering Unmasked Estep 
Score: -13068120.000000 Penalty: 5944.857910
	Iteration 17Q: 3 clusters Score -1.306812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 160259 members 
Entering Unmasked Estep 
Score: -13068123.000000 Penalty: 5944.857910
	Iteration 18Q: 3 clusters Score -1.306812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -13068131.000000 Penalty: 5944.857910
	Iteration 19Q: 3 clusters Score -1.306813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -13068146.000000 Penalty: 5944.857910
	Iteration 20F: 3 clusters Score -1.306815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160267 members 
Entering Unmasked Estep 
Score: -13068152.000000 Penalty: 5944.857910
	Iteration 21Q: 3 clusters Score -1.306815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160267 members 
Entering Unmasked Estep 
Score: -13068152.000000 Penalty: 5944.857910
	Iteration 22F: 3 clusters Score -1.306815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Entering Unmasked Estep 
Score: -1530061.000000 Penalty: 2436.381592
	Iteration 0F: 2 clusters Score -1530061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1516962.000000 Penalty: 4872.763184
	Iteration 0F: 3 clusters Score -1516962 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1521164.875000 Penalty: 4872.763184
	Iteration 1F: 3 clusters Score -1521165 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1521473.750000 Penalty: 4872.763184
	Iteration 2F: 3 clusters Score -1521474 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1521756.500000 Penalty: 4872.763184
	Iteration 3Q: 3 clusters Score -1521756 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1522083.125000 Penalty: 4872.763184
	Iteration 4Q: 3 clusters Score -1522083 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1522503.625000 Penalty: 4872.763184
	Iteration 5Q: 3 clusters Score -1522504 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1523084.875000 Penalty: 4872.763184
	Iteration 6F: 3 clusters Score -1523085 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1523907.125000 Penalty: 4872.763184
	Iteration 7F: 3 clusters Score -1523907 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1525029.500000 Penalty: 4872.763184
	Iteration 8F: 3 clusters Score -1525030 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1526174.750000 Penalty: 4872.763184
	Iteration 9F: 3 clusters Score -1526175 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1527035.125000 Penalty: 4872.763184
	Iteration 10Q: 3 clusters Score -1527035 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1527523.875000 Penalty: 4872.763184
	Iteration 11Q: 3 clusters Score -1527524 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -1527746.000000 Penalty: 4872.763184
	Iteration 12Q: 3 clusters Score -1527746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1527861.750000 Penalty: 4872.763184
	Iteration 13Q: 3 clusters Score -1527862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1527913.000000 Penalty: 4872.763184
	Iteration 14Q: 3 clusters Score -1527913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1527957.750000 Penalty: 4872.763184
	Iteration 15Q: 3 clusters Score -1527958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1527984.500000 Penalty: 4872.763184
	Iteration 16Q: 3 clusters Score -1527984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -1528001.125000 Penalty: 4872.763184
	Iteration 17Q: 3 clusters Score -1528001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1528010.125000 Penalty: 4872.763184
	Iteration 18Q: 3 clusters Score -1528010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -1528011.750000 Penalty: 4872.763184
	Iteration 19Q: 3 clusters Score -1528012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1528014.250000 Penalty: 4872.763184
	Iteration 20F: 3 clusters Score -1528014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -943376.250000 Penalty: 2323.122559
	Iteration 0F: 2 clusters Score -943376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -934633.125000 Penalty: 4646.245117
	Iteration 0F: 3 clusters Score -934633.1 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -937274.500000 Penalty: 4646.245117
	Iteration 1F: 3 clusters Score -937274.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -937545.687500 Penalty: 4646.245117
	Iteration 2F: 3 clusters Score -937545.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -937760.562500 Penalty: 4646.245117
	Iteration 3Q: 3 clusters Score -937760.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -937941.625000 Penalty: 4646.245117
	Iteration 4Q: 3 clusters Score -937941.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -938132.125000 Penalty: 4646.245117
	Iteration 5Q: 3 clusters Score -938132.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -938368.125000 Penalty: 4646.245117
	Iteration 6Q: 3 clusters Score -938368.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -938673.562500 Penalty: 4646.245117
	Iteration 7Q: 3 clusters Score -938673.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -939039.875000 Penalty: 4646.245117
	Iteration 8F: 3 clusters Score -939039.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -939450.000000 Penalty: 4646.245117
	Iteration 9F: 3 clusters Score -939450 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -939908.687500 Penalty: 4646.245117
	Iteration 10F: 3 clusters Score -939908.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -940295.750000 Penalty: 4646.245117
	Iteration 11Q: 3 clusters Score -940295.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -940618.437500 Penalty: 4646.245117
	Iteration 12Q: 3 clusters Score -940618.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -940833.250000 Penalty: 4646.245117
	Iteration 13Q: 3 clusters Score -940833.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -941001.312500 Penalty: 4646.245117
	Iteration 14Q: 3 clusters Score -941001.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -941131.500000 Penalty: 4646.245117
	Iteration 15Q: 3 clusters Score -941131.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -941203.750000 Penalty: 4646.245117
	Iteration 16Q: 3 clusters Score -941203.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -941246.062500 Penalty: 4646.245117
	Iteration 17Q: 3 clusters Score -941246.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -941284.875000 Penalty: 4646.245117
	Iteration 18Q: 3 clusters Score -941284.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -941316.000000 Penalty: 4646.245117
	Iteration 19Q: 3 clusters Score -941316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -941352.187500 Penalty: 4646.245117
	Iteration 20F: 3 clusters Score -941352.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -941373.750000 Penalty: 4646.245117
	Iteration 21Q: 3 clusters Score -941373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -941380.312500 Penalty: 4646.245117
	Iteration 22Q: 3 clusters Score -941380.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -941385.250000 Penalty: 4646.245117
	Iteration 23Q: 3 clusters Score -941385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -941387.687500 Penalty: 4646.245117
	Iteration 24Q: 3 clusters Score -941387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -941388.750000 Penalty: 4646.245117
	Iteration 25Q: 3 clusters Score -941388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -941391.250000 Penalty: 4646.245117
	Iteration 26Q: 3 clusters Score -941391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -941392.562500 Penalty: 4646.245117
	Iteration 27Q: 3 clusters Score -941392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -941392.562500 Penalty: 4646.245117
	Iteration 28F: 3 clusters Score -941392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Entering Unmasked Estep 
Score: -1303762.750000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -1303763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1291763.250000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -1291763 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1295560.625000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -1295561 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1295875.250000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -1295875 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1296118.875000 Penalty: 4822.808594
	Iteration 3Q: 3 clusters Score -1296119 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1296306.750000 Penalty: 4822.808594
	Iteration 4Q: 3 clusters Score -1296307 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1296468.250000 Penalty: 4822.808594
	Iteration 5Q: 3 clusters Score -1296468 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1296636.750000 Penalty: 4822.808594
	Iteration 6Q: 3 clusters Score -1296637 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1296826.375000 Penalty: 4822.808594
	Iteration 7Q: 3 clusters Score -1296826 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1297054.125000 Penalty: 4822.808594
	Iteration 8Q: 3 clusters Score -1297054 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1297343.000000 Penalty: 4822.808594
	Iteration 9Q: 3 clusters Score -1297343 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1297733.250000 Penalty: 4822.808594
	Iteration 10Q: 3 clusters Score -1297733 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1298233.375000 Penalty: 4822.808594
	Iteration 11Q: 3 clusters Score -1298233 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1298832.875000 Penalty: 4822.808594
	Iteration 12Q: 3 clusters Score -1298833 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1299472.250000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -1299472 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1300105.750000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -1300106 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1300586.875000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -1300587 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1300939.625000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -1300940 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1301185.250000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -1301185 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1301368.000000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -1301368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1301471.625000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -1301472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1301536.875000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -1301537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1301582.875000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -1301583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1301619.750000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -1301620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1301657.375000 Penalty: 4822.808594
	Iteration 23Q: 3 clusters Score -1301657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1301684.000000 Penalty: 4822.808594
	Iteration 24Q: 3 clusters Score -1301684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1301699.500000 Penalty: 4822.808594
	Iteration 25Q: 3 clusters Score -1301700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1301721.750000 Penalty: 4822.808594
	Iteration 26Q: 3 clusters Score -1301722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1301731.250000 Penalty: 4822.808594
	Iteration 27Q: 3 clusters Score -1301731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1301736.125000 Penalty: 4822.808594
	Iteration 28Q: 3 clusters Score -1301736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1301741.875000 Penalty: 4822.808594
	Iteration 29Q: 3 clusters Score -1301742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1301748.750000 Penalty: 4822.808594
	Iteration 30Q: 3 clusters Score -1301749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1301752.125000 Penalty: 4822.808594
	Iteration 31Q: 3 clusters Score -1301752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1301752.750000 Penalty: 4822.808594
	Iteration 32Q: 3 clusters Score -1301753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1301752.750000 Penalty: 4822.808594
	Iteration 33F: 3 clusters Score -1301753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Entering Unmasked Estep 
Score: -1425618.250000 Penalty: 2430.059570
	Iteration 0F: 2 clusters Score -1425618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1412815.500000 Penalty: 4860.119141
	Iteration 0F: 3 clusters Score -1412816 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1417008.375000 Penalty: 4860.119141
	Iteration 1F: 3 clusters Score -1417008 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1417382.500000 Penalty: 4860.119141
	Iteration 2F: 3 clusters Score -1417382 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1417732.000000 Penalty: 4860.119141
	Iteration 3Q: 3 clusters Score -1417732 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1418165.125000 Penalty: 4860.119141
	Iteration 4Q: 3 clusters Score -1418165 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1418653.625000 Penalty: 4860.119141
	Iteration 5Q: 3 clusters Score -1418654 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1419203.625000 Penalty: 4860.119141
	Iteration 6Q: 3 clusters Score -1419204 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1419780.125000 Penalty: 4860.119141
	Iteration 7F: 3 clusters Score -1419780 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1420406.750000 Penalty: 4860.119141
	Iteration 8F: 3 clusters Score -1420407 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1421114.625000 Penalty: 4860.119141
	Iteration 9F: 3 clusters Score -1421115 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1421863.750000 Penalty: 4860.119141
	Iteration 10F: 3 clusters Score -1421864 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1422475.750000 Penalty: 4860.119141
	Iteration 11Q: 3 clusters Score -1422476 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1422893.750000 Penalty: 4860.119141
	Iteration 12Q: 3 clusters Score -1422894 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1423254.375000 Penalty: 4860.119141
	Iteration 13Q: 3 clusters Score -1423254 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1423569.000000 Penalty: 4860.119141
	Iteration 14Q: 3 clusters Score -1423569 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1423793.250000 Penalty: 4860.119141
	Iteration 15Q: 3 clusters Score -1423793 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1423920.500000 Penalty: 4860.119141
	Iteration 16Q: 3 clusters Score -1423920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1424001.250000 Penalty: 4860.119141
	Iteration 17Q: 3 clusters Score -1424001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1424041.875000 Penalty: 4860.119141
	Iteration 18Q: 3 clusters Score -1424042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1424077.125000 Penalty: 4860.119141
	Iteration 19Q: 3 clusters Score -1424077 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1424106.250000 Penalty: 4860.119141
	Iteration 20F: 3 clusters Score -1424106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1424114.125000 Penalty: 4860.119141
	Iteration 21Q: 3 clusters Score -1424114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1424129.375000 Penalty: 4860.119141
	Iteration 22Q: 3 clusters Score -1424129 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1424139.750000 Penalty: 4860.119141
	Iteration 23Q: 3 clusters Score -1424140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1424144.375000 Penalty: 4860.119141
	Iteration 24Q: 3 clusters Score -1424144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1424151.125000 Penalty: 4860.119141
	Iteration 25Q: 3 clusters Score -1424151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1424155.500000 Penalty: 4860.119141
	Iteration 26Q: 3 clusters Score -1424156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1424159.375000 Penalty: 4860.119141
	Iteration 27Q: 3 clusters Score -1424159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1424160.000000 Penalty: 4860.119141
	Iteration 28Q: 3 clusters Score -1424160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1424167.750000 Penalty: 4860.119141
	Iteration 29Q: 3 clusters Score -1424168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1424169.125000 Penalty: 4860.119141
	Iteration 30Q: 3 clusters Score -1424169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1424166.250000 Penalty: 4860.119141
	Iteration 31Q: 3 clusters Score -1424166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1424168.375000 Penalty: 4860.119141
	Iteration 32Q: 3 clusters Score -1424168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1424170.375000 Penalty: 4860.119141
	Iteration 33Q: 3 clusters Score -1424170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1424171.750000 Penalty: 4860.119141
	Iteration 34Q: 3 clusters Score -1424172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1424174.625000 Penalty: 4860.119141
	Iteration 35Q: 3 clusters Score -1424175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1424179.375000 Penalty: 4860.119141
	Iteration 36Q: 3 clusters Score -1424179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1424184.000000 Penalty: 4860.119141
	Iteration 37Q: 3 clusters Score -1424184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1424179.000000 Penalty: 4860.119141
	Iteration 38Q: 3 clusters Score -1424179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1424183.375000 Penalty: 4860.119141
	Iteration 39Q: 3 clusters Score -1424183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1424188.125000 Penalty: 4860.119141
	Iteration 40F: 3 clusters Score -1424188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1424186.875000 Penalty: 4860.119141
	Iteration 41Q: 3 clusters Score -1424187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1424191.625000 Penalty: 4860.119141
	Iteration 42Q: 3 clusters Score -1424192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1424196.750000 Penalty: 4860.119141
	Iteration 43Q: 3 clusters Score -1424197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1424196.375000 Penalty: 4860.119141
	Iteration 44Q: 3 clusters Score -1424196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1424196.250000 Penalty: 4860.119141
	Iteration 45Q: 3 clusters Score -1424196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1424200.625000 Penalty: 4860.119141
	Iteration 46Q: 3 clusters Score -1424201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1424200.000000 Penalty: 4860.119141
	Iteration 47Q: 3 clusters Score -1424200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1424198.375000 Penalty: 4860.119141
	Iteration 48Q: 3 clusters Score -1424198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1424198.875000 Penalty: 4860.119141
	Iteration 49Q: 3 clusters Score -1424199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1424199.875000 Penalty: 4860.119141
	Iteration 50Q: 3 clusters Score -1424200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1424204.375000 Penalty: 4860.119141
	Iteration 51Q: 3 clusters Score -1424204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1424203.625000 Penalty: 4860.119141
	Iteration 52Q: 3 clusters Score -1424204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1424201.750000 Penalty: 4860.119141
	Iteration 53Q: 3 clusters Score -1424202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1424204.000000 Penalty: 4860.119141
	Iteration 54Q: 3 clusters Score -1424204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1424208.125000 Penalty: 4860.119141
	Iteration 55Q: 3 clusters Score -1424208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1424210.000000 Penalty: 4860.119141
	Iteration 56Q: 3 clusters Score -1424210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1424212.750000 Penalty: 4860.119141
	Iteration 57Q: 3 clusters Score -1424213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1424214.875000 Penalty: 4860.119141
	Iteration 58Q: 3 clusters Score -1424215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1424218.625000 Penalty: 4860.119141
	Iteration 59Q: 3 clusters Score -1424219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1424217.125000 Penalty: 4860.119141
	Iteration 60F: 3 clusters Score -1424217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1424217.875000 Penalty: 4860.119141
	Iteration 61Q: 3 clusters Score -1424218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1424217.000000 Penalty: 4860.119141
	Iteration 62Q: 3 clusters Score -1424217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1424215.250000 Penalty: 4860.119141
	Iteration 63Q: 3 clusters Score -1424215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1424217.750000 Penalty: 4860.119141
	Iteration 64Q: 3 clusters Score -1424218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1424219.375000 Penalty: 4860.119141
	Iteration 65Q: 3 clusters Score -1424219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1424219.375000 Penalty: 4860.119141
	Iteration 66F: 3 clusters Score -1424219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Entering Unmasked Estep 
Score: -2644872.000000 Penalty: 2585.484863
	Iteration 0F: 2 clusters Score -2644872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2622030.250000 Penalty: 5170.969727
	Iteration 0F: 3 clusters Score -2622030 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2630356.000000 Penalty: 5170.969727
	Iteration 1F: 3 clusters Score -2630356 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2630948.000000 Penalty: 5170.969727
	Iteration 2F: 3 clusters Score -2630948 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2631458.250000 Penalty: 5170.969727
	Iteration 3Q: 3 clusters Score -2631458 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2631984.750000 Penalty: 5170.969727
	Iteration 4Q: 3 clusters Score -2631985 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2632479.750000 Penalty: 5170.969727
	Iteration 5Q: 3 clusters Score -2632480 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2633039.750000 Penalty: 5170.969727
	Iteration 6Q: 3 clusters Score -2633040 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2633815.000000 Penalty: 5170.969727
	Iteration 7Q: 3 clusters Score -2633815 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2634790.500000 Penalty: 5170.969727
	Iteration 8Q: 3 clusters Score -2634790 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2635925.750000 Penalty: 5170.969727
	Iteration 9F: 3 clusters Score -2635926 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2637140.250000 Penalty: 5170.969727
	Iteration 10F: 3 clusters Score -2637140 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2638199.750000 Penalty: 5170.969727
	Iteration 11Q: 3 clusters Score -2638200 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2638966.000000 Penalty: 5170.969727
	Iteration 12Q: 3 clusters Score -2638966 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2639476.000000 Penalty: 5170.969727
	Iteration 13Q: 3 clusters Score -2639476 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2639823.500000 Penalty: 5170.969727
	Iteration 14Q: 3 clusters Score -2639824 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2640106.000000 Penalty: 5170.969727
	Iteration 15Q: 3 clusters Score -2640106 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2640323.250000 Penalty: 5170.969727
	Iteration 16Q: 3 clusters Score -2640323 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2640534.500000 Penalty: 5170.969727
	Iteration 17Q: 3 clusters Score -2640534 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2640729.500000 Penalty: 5170.969727
	Iteration 18Q: 3 clusters Score -2640730 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2640911.500000 Penalty: 5170.969727
	Iteration 19Q: 3 clusters Score -2640912 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2641072.500000 Penalty: 5170.969727
	Iteration 20F: 3 clusters Score -2641072 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2641246.250000 Penalty: 5170.969727
	Iteration 21Q: 3 clusters Score -2641246 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2641387.000000 Penalty: 5170.969727
	Iteration 22Q: 3 clusters Score -2641387 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2641502.500000 Penalty: 5170.969727
	Iteration 23Q: 3 clusters Score -2641502 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2641615.250000 Penalty: 5170.969727
	Iteration 24Q: 3 clusters Score -2641615 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2641716.250000 Penalty: 5170.969727
	Iteration 25Q: 3 clusters Score -2641716 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2641803.750000 Penalty: 5170.969727
	Iteration 26Q: 3 clusters Score -2641804 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2641903.500000 Penalty: 5170.969727
	Iteration 27Q: 3 clusters Score -2641904 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2642005.500000 Penalty: 5170.969727
	Iteration 28Q: 3 clusters Score -2642006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2642116.500000 Penalty: 5170.969727
	Iteration 29Q: 3 clusters Score -2642116 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2642211.000000 Penalty: 5170.969727
	Iteration 30Q: 3 clusters Score -2642211 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2642269.500000 Penalty: 5170.969727
	Iteration 31Q: 3 clusters Score -2642270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2642316.750000 Penalty: 5170.969727
	Iteration 32Q: 3 clusters Score -2642317 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2642359.000000 Penalty: 5170.969727
	Iteration 33Q: 3 clusters Score -2642359 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2642404.250000 Penalty: 5170.969727
	Iteration 34Q: 3 clusters Score -2642404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2642461.500000 Penalty: 5170.969727
	Iteration 35Q: 3 clusters Score -2642462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2642504.750000 Penalty: 5170.969727
	Iteration 36Q: 3 clusters Score -2642505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2642530.750000 Penalty: 5170.969727
	Iteration 37Q: 3 clusters Score -2642531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2642561.500000 Penalty: 5170.969727
	Iteration 38Q: 3 clusters Score -2642562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2642584.500000 Penalty: 5170.969727
	Iteration 39Q: 3 clusters Score -2642584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2642609.250000 Penalty: 5170.969727
	Iteration 40F: 3 clusters Score -2642609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2642632.000000 Penalty: 5170.969727
	Iteration 41Q: 3 clusters Score -2642632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2642641.750000 Penalty: 5170.969727
	Iteration 42Q: 3 clusters Score -2642642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2642661.000000 Penalty: 5170.969727
	Iteration 43Q: 3 clusters Score -2642661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2642672.500000 Penalty: 5170.969727
	Iteration 44Q: 3 clusters Score -2642672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2642677.000000 Penalty: 5170.969727
	Iteration 45Q: 3 clusters Score -2642677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2642686.000000 Penalty: 5170.969727
	Iteration 46Q: 3 clusters Score -2642686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2642686.000000 Penalty: 5170.969727
	Iteration 47Q: 3 clusters Score -2642686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2642690.250000 Penalty: 5170.969727
	Iteration 48Q: 3 clusters Score -2642690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2642706.250000 Penalty: 5170.969727
	Iteration 49Q: 3 clusters Score -2642706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2642713.750000 Penalty: 5170.969727
	Iteration 50Q: 3 clusters Score -2642714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2642724.500000 Penalty: 5170.969727
	Iteration 51Q: 3 clusters Score -2642724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2642738.000000 Penalty: 5170.969727
	Iteration 52Q: 3 clusters Score -2642738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2642740.750000 Penalty: 5170.969727
	Iteration 53Q: 3 clusters Score -2642741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2642755.250000 Penalty: 5170.969727
	Iteration 54Q: 3 clusters Score -2642755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2642754.750000 Penalty: 5170.969727
	Iteration 55Q: 3 clusters Score -2642755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2642756.500000 Penalty: 5170.969727
	Iteration 56Q: 3 clusters Score -2642756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2642768.750000 Penalty: 5170.969727
	Iteration 57Q: 3 clusters Score -2642769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2642775.500000 Penalty: 5170.969727
	Iteration 58Q: 3 clusters Score -2642776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2642785.750000 Penalty: 5170.969727
	Iteration 59Q: 3 clusters Score -2642786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2642792.000000 Penalty: 5170.969727
	Iteration 60F: 3 clusters Score -2642792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2642801.250000 Penalty: 5170.969727
	Iteration 61Q: 3 clusters Score -2642801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2642802.500000 Penalty: 5170.969727
	Iteration 62Q: 3 clusters Score -2642802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2642809.250000 Penalty: 5170.969727
	Iteration 63Q: 3 clusters Score -2642809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2642816.250000 Penalty: 5170.969727
	Iteration 64Q: 3 clusters Score -2642816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2642818.500000 Penalty: 5170.969727
	Iteration 65Q: 3 clusters Score -2642818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2642822.250000 Penalty: 5170.969727
	Iteration 66Q: 3 clusters Score -2642822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2642825.750000 Penalty: 5170.969727
	Iteration 67Q: 3 clusters Score -2642826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2642824.500000 Penalty: 5170.969727
	Iteration 68Q: 3 clusters Score -2642824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2642828.000000 Penalty: 5170.969727
	Iteration 69Q: 3 clusters Score -2642828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2642826.000000 Penalty: 5170.969727
	Iteration 70Q: 3 clusters Score -2642826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2642828.000000 Penalty: 5170.969727
	Iteration 71Q: 3 clusters Score -2642828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2642829.000000 Penalty: 5170.969727
	Iteration 72Q: 3 clusters Score -2642829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2642833.500000 Penalty: 5170.969727
	Iteration 73Q: 3 clusters Score -2642834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2642834.500000 Penalty: 5170.969727
	Iteration 74Q: 3 clusters Score -2642834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2642834.500000 Penalty: 5170.969727
	Iteration 75F: 3 clusters Score -2642834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -189911.234375 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -189911.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -186702.015625 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -186702 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -187639.734375 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -187639.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -188101.437500 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -188101.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -188467.078125 Penalty: 3989.656738
	Iteration 3F: 3 clusters Score -188467.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -188773.562500 Penalty: 3989.656738
	Iteration 4F: 3 clusters Score -188773.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -188986.343750 Penalty: 3989.656738
	Iteration 5F: 3 clusters Score -188986.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -189104.609375 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -189104.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -189205.750000 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -189205.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -189298.015625 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -189298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -189379.140625 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -189379.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189447.406250 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -189447.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -189490.250000 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -189490.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -189523.328125 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -189523.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189560.562500 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -189560.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -189588.875000 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -189588.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -189622.890625 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -189622.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -189656.687500 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -189656.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -189681.781250 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -189681.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -189707.921875 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -189707.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189728.484375 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -189728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -189752.859375 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -189752.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189787.718750 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -189787.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -189820.031250 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -189820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -189853.609375 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -189853.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189902.437500 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -189902.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -190014.796875 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -190014.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -190075.500000 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -190075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -190090.546875 Penalty: 3989.656738
	Iteration 27Q: 3 clusters Score -190090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -190097.093750 Penalty: 3989.656738
	Iteration 28Q: 3 clusters Score -190097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -190100.093750 Penalty: 3989.656738
	Iteration 29Q: 3 clusters Score -190100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190103.187500 Penalty: 3989.656738
	Iteration 30Q: 3 clusters Score -190103.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -190104.703125 Penalty: 3989.656738
	Iteration 31Q: 3 clusters Score -190104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -190105.406250 Penalty: 3989.656738
	Iteration 32Q: 3 clusters Score -190105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -190105.406250 Penalty: 3989.656738
	Iteration 33F: 3 clusters Score -190105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 20856 members 
Mstep: Class 9 contains 14096 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16704 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33703 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38190 members 
Mstep: Class 19 contains 8667 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32229 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14122 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844882 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8820 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16383 members 
Mstep: Class 33 contains 253374 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 950 members 
Mstep: Class 37 contains 8783 members 
Entering Unmasked Estep 
Score: -142802544.000000 Penalty: 132274.531250
Splitting cluster 16 changes total score from -142803840.000000 to -142802544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -269623.375000 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -269623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -266070.281250 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -266070.3 nChanged 1245
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: -266944.312500 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -266944.3 nChanged 297
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: -267221.312500 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -267221.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -267401.593750 Penalty: 4043.633057
	Iteration 3F: 3 clusters Score -267401.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -267557.437500 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -267557.4 nChanged 162
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: -267710.812500 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -267710.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -267820.000000 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -267820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -267892.875000 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -267892.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -267951.218750 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -267951.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -267992.250000 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -267992.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -268044.593750 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -268044.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -268092.812500 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -268092.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -268139.625000 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -268139.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -268176.937500 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -268176.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -268207.906250 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -268207.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -268240.937500 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -268240.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -268277.343750 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -268277.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -268314.968750 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -268315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -268350.281250 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -268350.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -268379.875000 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -268379.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -268399.656250 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -268399.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -268413.687500 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -268413.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -268420.250000 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -268420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -268425.593750 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -268425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -268432.125000 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -268432.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -268442.281250 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -268442.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -268452.000000 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -268452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -268461.312500 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -268461.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -268467.625000 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -268467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -268469.437500 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -268469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -268470.281250 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -268470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -268472.250000 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -268472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -268475.343750 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -268475.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -268476.562500 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -268476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -268478.156250 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -268478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -268478.156250 Penalty: 4043.633057
	Iteration 35F: 3 clusters Score -268478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Entering Unmasked Estep 
Score: -3001878.750000 Penalty: 2616.481689
	Iteration 0F: 2 clusters Score -3001879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2976078.750000 Penalty: 5232.963379
	Iteration 0F: 3 clusters Score -2976079 nChanged 17405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2985768.000000 Penalty: 5232.963379
	Iteration 1F: 3 clusters Score -2985768 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2986410.000000 Penalty: 5232.963379
	Iteration 2Q: 3 clusters Score -2986410 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2987215.750000 Penalty: 5232.963379
	Iteration 3Q: 3 clusters Score -2987216 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2988324.500000 Penalty: 5232.963379
	Iteration 4F: 3 clusters Score -2988324 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2989961.250000 Penalty: 5232.963379
	Iteration 5F: 3 clusters Score -2989961 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2992097.500000 Penalty: 5232.963379
	Iteration 6F: 3 clusters Score -2992098 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2994556.750000 Penalty: 5232.963379
	Iteration 7F: 3 clusters Score -2994557 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2996746.500000 Penalty: 5232.963379
	Iteration 8F: 3 clusters Score -2996746 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2998232.750000 Penalty: 5232.963379
	Iteration 9Q: 3 clusters Score -2998233 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2998929.750000 Penalty: 5232.963379
	Iteration 10Q: 3 clusters Score -2998930 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2999224.750000 Penalty: 5232.963379
	Iteration 11Q: 3 clusters Score -2999225 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2999354.750000 Penalty: 5232.963379
	Iteration 12Q: 3 clusters Score -2999355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2999421.500000 Penalty: 5232.963379
	Iteration 13Q: 3 clusters Score -2999422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2999442.000000 Penalty: 5232.963379
	Iteration 14Q: 3 clusters Score -2999442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2999471.500000 Penalty: 5232.963379
	Iteration 15Q: 3 clusters Score -2999472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2999490.250000 Penalty: 5232.963379
	Iteration 16Q: 3 clusters Score -2999490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2999507.750000 Penalty: 5232.963379
	Iteration 17Q: 3 clusters Score -2999508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2999517.000000 Penalty: 5232.963379
	Iteration 18Q: 3 clusters Score -2999517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2999525.500000 Penalty: 5232.963379
	Iteration 19Q: 3 clusters Score -2999526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2999533.750000 Penalty: 5232.963379
	Iteration 20F: 3 clusters Score -2999534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2999538.500000 Penalty: 5232.963379
	Iteration 21Q: 3 clusters Score -2999538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2999542.500000 Penalty: 5232.963379
	Iteration 22Q: 3 clusters Score -2999542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2999543.500000 Penalty: 5232.963379
	Iteration 23Q: 3 clusters Score -2999544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2999549.250000 Penalty: 5232.963379
	Iteration 24Q: 3 clusters Score -2999549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2999553.500000 Penalty: 5232.963379
	Iteration 25Q: 3 clusters Score -2999554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2999554.500000 Penalty: 5232.963379
	Iteration 26Q: 3 clusters Score -2999554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2999558.500000 Penalty: 5232.963379
	Iteration 27Q: 3 clusters Score -2999558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2999561.000000 Penalty: 5232.963379
	Iteration 28Q: 3 clusters Score -2999561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2999561.000000 Penalty: 5232.963379
	Iteration 29F: 3 clusters Score -2999561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -673160.625000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -673160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -666388.250000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -666388.2 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -668398.937500 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -668398.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -668728.875000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -668728.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -669002.875000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -669002.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -669245.937500 Penalty: 4497.369629
	Iteration 4Q: 3 clusters Score -669245.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -669468.125000 Penalty: 4497.369629
	Iteration 5Q: 3 clusters Score -669468.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -669652.812500 Penalty: 4497.369629
	Iteration 6Q: 3 clusters Score -669652.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -669804.875000 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -669804.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -669936.812500 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -669936.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -670057.062500 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -670057.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -670151.312500 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -670151.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -670217.437500 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -670217.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -670275.500000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -670275.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -670318.000000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -670318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -670351.312500 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -670351.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -670382.375000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -670382.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -670409.562500 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -670409.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -670435.875000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -670435.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -670461.750000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -670461.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -670487.875000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -670487.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -670512.812500 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -670512.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -670535.875000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -670535.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -670564.562500 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -670564.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -670594.875000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -670594.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -670629.187500 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -670629.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -670660.812500 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -670660.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -670691.562500 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -670691.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -670728.500000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -670728.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -670765.437500 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -670765.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -670795.375000 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -670795.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -670824.000000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -670824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -670843.187500 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -670843.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -670862.687500 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -670862.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -670876.000000 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -670876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -670892.812500 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -670892.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -670906.437500 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -670906.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -670914.187500 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -670914.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -670923.375000 Penalty: 4497.369629
	Iteration 37Q: 3 clusters Score -670923.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -670930.312500 Penalty: 4497.369629
	Iteration 38Q: 3 clusters Score -670930.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -670939.562500 Penalty: 4497.369629
	Iteration 39Q: 3 clusters Score -670939.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -670950.375000 Penalty: 4497.369629
	Iteration 40F: 3 clusters Score -670950.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -670961.062500 Penalty: 4497.369629
	Iteration 41Q: 3 clusters Score -670961.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -670968.187500 Penalty: 4497.369629
	Iteration 42Q: 3 clusters Score -670968.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -670973.437500 Penalty: 4497.369629
	Iteration 43Q: 3 clusters Score -670973.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -670977.687500 Penalty: 4497.369629
	Iteration 44Q: 3 clusters Score -670977.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -670982.437500 Penalty: 4497.369629
	Iteration 45Q: 3 clusters Score -670982.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -670984.187500 Penalty: 4497.369629
	Iteration 46Q: 3 clusters Score -670984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -670984.875000 Penalty: 4497.369629
	Iteration 47Q: 3 clusters Score -670984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -670986.375000 Penalty: 4497.369629
	Iteration 48Q: 3 clusters Score -670986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -670987.312500 Penalty: 4497.369629
	Iteration 49Q: 3 clusters Score -670987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -670987.937500 Penalty: 4497.369629
	Iteration 50Q: 3 clusters Score -670987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -670987.562500 Penalty: 4497.369629
	Iteration 51Q: 3 clusters Score -670987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -670987.312500 Penalty: 4497.369629
	Iteration 52Q: 3 clusters Score -670987.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -670988.125000 Penalty: 4497.369629
	Iteration 53Q: 3 clusters Score -670988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -670989.375000 Penalty: 4497.369629
	Iteration 54Q: 3 clusters Score -670989.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -670990.937500 Penalty: 4497.369629
	Iteration 55Q: 3 clusters Score -670990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -670991.312500 Penalty: 4497.369629
	Iteration 56Q: 3 clusters Score -670991.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -670995.250000 Penalty: 4497.369629
	Iteration 57Q: 3 clusters Score -670995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -670996.937500 Penalty: 4497.369629
	Iteration 58Q: 3 clusters Score -670996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -670999.125000 Penalty: 4497.369629
	Iteration 59Q: 3 clusters Score -670999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -671000.937500 Penalty: 4497.369629
	Iteration 60F: 3 clusters Score -671000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -671002.875000 Penalty: 4497.369629
	Iteration 61Q: 3 clusters Score -671002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -671005.875000 Penalty: 4497.369629
	Iteration 62Q: 3 clusters Score -671005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -671007.937500 Penalty: 4497.369629
	Iteration 63Q: 3 clusters Score -671007.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -671009.312500 Penalty: 4497.369629
	Iteration 64Q: 3 clusters Score -671009.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -671011.812500 Penalty: 4497.369629
	Iteration 65Q: 3 clusters Score -671011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -671015.000000 Penalty: 4497.369629
	Iteration 66Q: 3 clusters Score -671015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -671015.437500 Penalty: 4497.369629
	Iteration 67Q: 3 clusters Score -671015.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -671018.937500 Penalty: 4497.369629
	Iteration 68Q: 3 clusters Score -671018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -671023.500000 Penalty: 4497.369629
	Iteration 69Q: 3 clusters Score -671023.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -671026.250000 Penalty: 4497.369629
	Iteration 70Q: 3 clusters Score -671026.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -671027.750000 Penalty: 4497.369629
	Iteration 71Q: 3 clusters Score -671027.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -671030.375000 Penalty: 4497.369629
	Iteration 72Q: 3 clusters Score -671030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -671030.750000 Penalty: 4497.369629
	Iteration 73Q: 3 clusters Score -671030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -671031.187500 Penalty: 4497.369629
	Iteration 74Q: 3 clusters Score -671031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -671034.187500 Penalty: 4497.369629
	Iteration 75Q: 3 clusters Score -671034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -671033.437500 Penalty: 4497.369629
	Iteration 76Q: 3 clusters Score -671033.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -671033.437500 Penalty: 4497.369629
	Iteration 77Q: 3 clusters Score -671033.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -671033.875000 Penalty: 4497.369629
	Iteration 78Q: 3 clusters Score -671033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -671034.062500 Penalty: 4497.369629
	Iteration 79Q: 3 clusters Score -671034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -671034.062500 Penalty: 4497.369629
	Iteration 80F: 3 clusters Score -671034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Entering Unmasked Estep 
Score: -4151750.500000 Penalty: 2685.320557
	Iteration 0F: 2 clusters Score -4151750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4117716.250000 Penalty: 5370.641113
	Iteration 0F: 3 clusters Score -4117716 nChanged 23337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4130462.250000 Penalty: 5370.641113
	Iteration 1F: 3 clusters Score -4130462 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -4131034.750000 Penalty: 5370.641113
	Iteration 2Q: 3 clusters Score -4131035 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -4131606.750000 Penalty: 5370.641113
	Iteration 3Q: 3 clusters Score -4131607 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4132230.000000 Penalty: 5370.641113
	Iteration 4Q: 3 clusters Score -4132230 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4132959.000000 Penalty: 5370.641113
	Iteration 5Q: 3 clusters Score -4132959 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -4133876.750000 Penalty: 5370.641113
	Iteration 6Q: 3 clusters Score -4133877 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4135181.750000 Penalty: 5370.641113
	Iteration 7F: 3 clusters Score -4135182 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4136973.500000 Penalty: 5370.641113
	Iteration 8F: 3 clusters Score -4136974 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -4139194.500000 Penalty: 5370.641113
	Iteration 9F: 3 clusters Score -4139194 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -4141691.750000 Penalty: 5370.641113
	Iteration 10F: 3 clusters Score -4141692 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4143883.500000 Penalty: 5370.641113
	Iteration 11F: 3 clusters Score -4143884 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -4145399.250000 Penalty: 5370.641113
	Iteration 12Q: 3 clusters Score -4145399 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -4146520.500000 Penalty: 5370.641113
	Iteration 13Q: 3 clusters Score -4146520 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -4147361.500000 Penalty: 5370.641113
	Iteration 14Q: 3 clusters Score -4147362 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -4148052.750000 Penalty: 5370.641113
	Iteration 15Q: 3 clusters Score -4148053 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -4148595.500000 Penalty: 5370.641113
	Iteration 16Q: 3 clusters Score -4148596 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -4148992.000000 Penalty: 5370.641113
	Iteration 17Q: 3 clusters Score -4148992 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -4149260.250000 Penalty: 5370.641113
	Iteration 18Q: 3 clusters Score -4149260 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -4149445.750000 Penalty: 5370.641113
	Iteration 19Q: 3 clusters Score -4149446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -4149616.250000 Penalty: 5370.641113
	Iteration 20F: 3 clusters Score -4149616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -4149742.750000 Penalty: 5370.641113
	Iteration 21Q: 3 clusters Score -4149743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -4149815.500000 Penalty: 5370.641113
	Iteration 22Q: 3 clusters Score -4149816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -4149856.750000 Penalty: 5370.641113
	Iteration 23Q: 3 clusters Score -4149857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -4149902.500000 Penalty: 5370.641113
	Iteration 24Q: 3 clusters Score -4149902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -4149935.250000 Penalty: 5370.641113
	Iteration 25Q: 3 clusters Score -4149935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -4149950.250000 Penalty: 5370.641113
	Iteration 26Q: 3 clusters Score -4149950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -4149965.250000 Penalty: 5370.641113
	Iteration 27Q: 3 clusters Score -4149965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -4149982.000000 Penalty: 5370.641113
	Iteration 28Q: 3 clusters Score -4149982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -4149990.000000 Penalty: 5370.641113
	Iteration 29Q: 3 clusters Score -4149990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -4149993.000000 Penalty: 5370.641113
	Iteration 30Q: 3 clusters Score -4149993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -4150000.500000 Penalty: 5370.641113
	Iteration 31Q: 3 clusters Score -4150000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -4150016.500000 Penalty: 5370.641113
	Iteration 32Q: 3 clusters Score -4150016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -4150024.250000 Penalty: 5370.641113
	Iteration 33Q: 3 clusters Score -4150024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -4150028.750000 Penalty: 5370.641113
	Iteration 34Q: 3 clusters Score -4150029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -4150032.750000 Penalty: 5370.641113
	Iteration 35Q: 3 clusters Score -4150033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -4150037.750000 Penalty: 5370.641113
	Iteration 36Q: 3 clusters Score -4150038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -4150039.000000 Penalty: 5370.641113
	Iteration 37Q: 3 clusters Score -4150039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -4150037.500000 Penalty: 5370.641113
	Iteration 38Q: 3 clusters Score -4150038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -4150038.750000 Penalty: 5370.641113
	Iteration 39Q: 3 clusters Score -4150039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -4150037.000000 Penalty: 5370.641113
	Iteration 40F: 3 clusters Score -4150037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -4150043.750000 Penalty: 5370.641113
	Iteration 41Q: 3 clusters Score -4150044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -4150051.500000 Penalty: 5370.641113
	Iteration 42Q: 3 clusters Score -4150052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -4150062.750000 Penalty: 5370.641113
	Iteration 43Q: 3 clusters Score -4150063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -4150061.500000 Penalty: 5370.641113
	Iteration 44Q: 3 clusters Score -4150062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -4150063.500000 Penalty: 5370.641113
	Iteration 45Q: 3 clusters Score -4150064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -4150064.250000 Penalty: 5370.641113
	Iteration 46Q: 3 clusters Score -4150064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -4150069.500000 Penalty: 5370.641113
	Iteration 47Q: 3 clusters Score -4150070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -4150073.000000 Penalty: 5370.641113
	Iteration 48Q: 3 clusters Score -4150073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -4150069.750000 Penalty: 5370.641113
	Iteration 49Q: 3 clusters Score -4150070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -4150069.750000 Penalty: 5370.641113
	Iteration 50F: 3 clusters Score -4150070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Entering Unmasked Estep 
Score: -2646579.500000 Penalty: 2574.394287
	Iteration 0F: 2 clusters Score -2646580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2624537.000000 Penalty: 5148.788574
	Iteration 0F: 3 clusters Score -2624537 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2632676.500000 Penalty: 5148.788574
	Iteration 1F: 3 clusters Score -2632676 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2633249.250000 Penalty: 5148.788574
	Iteration 2Q: 3 clusters Score -2633249 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2633751.000000 Penalty: 5148.788574
	Iteration 3Q: 3 clusters Score -2633751 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2634330.750000 Penalty: 5148.788574
	Iteration 4Q: 3 clusters Score -2634331 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2635027.250000 Penalty: 5148.788574
	Iteration 5Q: 3 clusters Score -2635027 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2635944.500000 Penalty: 5148.788574
	Iteration 6F: 3 clusters Score -2635944 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2637276.750000 Penalty: 5148.788574
	Iteration 7F: 3 clusters Score -2637277 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2638874.000000 Penalty: 5148.788574
	Iteration 8F: 3 clusters Score -2638874 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2640508.750000 Penalty: 5148.788574
	Iteration 9F: 3 clusters Score -2640509 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2641809.750000 Penalty: 5148.788574
	Iteration 10Q: 3 clusters Score -2641810 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2642731.750000 Penalty: 5148.788574
	Iteration 11Q: 3 clusters Score -2642732 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -2643268.250000 Penalty: 5148.788574
	Iteration 12Q: 3 clusters Score -2643268 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -2643621.500000 Penalty: 5148.788574
	Iteration 13Q: 3 clusters Score -2643622 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -2643868.500000 Penalty: 5148.788574
	Iteration 14Q: 3 clusters Score -2643868 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -2644002.250000 Penalty: 5148.788574
	Iteration 15Q: 3 clusters Score -2644002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -2644092.000000 Penalty: 5148.788574
	Iteration 16Q: 3 clusters Score -2644092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -2644158.250000 Penalty: 5148.788574
	Iteration 17Q: 3 clusters Score -2644158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -2644210.250000 Penalty: 5148.788574
	Iteration 18Q: 3 clusters Score -2644210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -2644256.500000 Penalty: 5148.788574
	Iteration 19Q: 3 clusters Score -2644256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -2644299.750000 Penalty: 5148.788574
	Iteration 20F: 3 clusters Score -2644300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -2644332.750000 Penalty: 5148.788574
	Iteration 21Q: 3 clusters Score -2644333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -2644362.500000 Penalty: 5148.788574
	Iteration 22Q: 3 clusters Score -2644362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -2644382.500000 Penalty: 5148.788574
	Iteration 23Q: 3 clusters Score -2644382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -2644400.000000 Penalty: 5148.788574
	Iteration 24Q: 3 clusters Score -2644400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2644406.250000 Penalty: 5148.788574
	Iteration 25Q: 3 clusters Score -2644406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -2644417.250000 Penalty: 5148.788574
	Iteration 26Q: 3 clusters Score -2644417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -2644420.000000 Penalty: 5148.788574
	Iteration 27Q: 3 clusters Score -2644420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -2644423.750000 Penalty: 5148.788574
	Iteration 28Q: 3 clusters Score -2644424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -2644436.750000 Penalty: 5148.788574
	Iteration 29Q: 3 clusters Score -2644437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -2644445.250000 Penalty: 5148.788574
	Iteration 30Q: 3 clusters Score -2644445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -2644449.500000 Penalty: 5148.788574
	Iteration 31Q: 3 clusters Score -2644450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -2644453.000000 Penalty: 5148.788574
	Iteration 32Q: 3 clusters Score -2644453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -2644458.500000 Penalty: 5148.788574
	Iteration 33Q: 3 clusters Score -2644458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2644458.750000 Penalty: 5148.788574
	Iteration 34Q: 3 clusters Score -2644459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -2644457.750000 Penalty: 5148.788574
	Iteration 35Q: 3 clusters Score -2644458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -2644459.250000 Penalty: 5148.788574
	Iteration 36Q: 3 clusters Score -2644459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2644461.250000 Penalty: 5148.788574
	Iteration 37Q: 3 clusters Score -2644461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2644461.250000 Penalty: 5148.788574
	Iteration 38F: 3 clusters Score -2644461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -253160.078125 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -253160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -249652.828125 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -249652.8 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -250487.828125 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -250487.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -250762.875000 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -250762.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -250988.296875 Penalty: 4026.038818
	Iteration 3F: 3 clusters Score -250988.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -251223.234375 Penalty: 4026.038818
	Iteration 4F: 3 clusters Score -251223.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -251412.781250 Penalty: 4026.038818
	Iteration 5F: 3 clusters Score -251412.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -251590.921875 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -251590.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -251782.453125 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -251782.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -251952.562500 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -251952.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -252150.843750 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -252150.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -252386.718750 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -252386.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -252655.046875 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -252655 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -253006.484375 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -253006.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -253378.171875 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -253378.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -253625.375000 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -253625.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -253853.218750 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -253853.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -253989.484375 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -253989.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -254004.703125 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -254004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -254004.765625 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -254004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -254004.765625 Penalty: 4026.038818
	Iteration 19F: 3 clusters Score -254004.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 20856 members 
Mstep: Class 9 contains 14096 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16704 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33703 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38190 members 
Mstep: Class 19 contains 8667 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32229 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14122 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844882 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8820 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16383 members 
Mstep: Class 33 contains 253374 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 36 contains 2088 members 
Mstep: Class 37 contains 8783 members 
Entering Unmasked Estep 
Score: -142803440.000000 Penalty: 132274.531250
Splitting cluster 22 changes total score from -142803840.000000 to -142803440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -229027.328125 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -229027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -225773.437500 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -225773.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -226396.093750 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -226396.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -226529.562500 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -226529.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -226596.609375 Penalty: 3966.173340
	Iteration 3Q: 3 clusters Score -226596.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -226653.750000 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -226653.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -226682.546875 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -226682.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -226706.203125 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -226706.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -226730.875000 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -226730.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -226748.765625 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -226748.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -226760.031250 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -226760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -226768.250000 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -226768.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -226776.031250 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -226776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -226783.031250 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -226783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -226789.906250 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -226789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -226793.187500 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -226793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -226794.578125 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -226794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -226795.593750 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -226795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -226795.593750 Penalty: 3966.173340
	Iteration 17F: 3 clusters Score -226795.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Entering Unmasked Estep 
Score: -296727.031250 Penalty: 2050.391113
	Iteration 0F: 2 clusters Score -296727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -292844.968750 Penalty: 4100.782227
	Iteration 0F: 3 clusters Score -292845 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -293752.781250 Penalty: 4100.782227
	Iteration 1F: 3 clusters Score -293752.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -293973.062500 Penalty: 4100.782227
	Iteration 2F: 3 clusters Score -293973.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -294109.593750 Penalty: 4100.782227
	Iteration 3F: 3 clusters Score -294109.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -294204.875000 Penalty: 4100.782227
	Iteration 4Q: 3 clusters Score -294204.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -294285.343750 Penalty: 4100.782227
	Iteration 5Q: 3 clusters Score -294285.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -294338.375000 Penalty: 4100.782227
	Iteration 6Q: 3 clusters Score -294338.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -294378.593750 Penalty: 4100.782227
	Iteration 7Q: 3 clusters Score -294378.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -294423.375000 Penalty: 4100.782227
	Iteration 8Q: 3 clusters Score -294423.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -294450.031250 Penalty: 4100.782227
	Iteration 9Q: 3 clusters Score -294450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -294475.437500 Penalty: 4100.782227
	Iteration 10Q: 3 clusters Score -294475.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -294502.687500 Penalty: 4100.782227
	Iteration 11Q: 3 clusters Score -294502.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -294533.750000 Penalty: 4100.782227
	Iteration 12Q: 3 clusters Score -294533.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -294570.437500 Penalty: 4100.782227
	Iteration 13Q: 3 clusters Score -294570.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -294596.406250 Penalty: 4100.782227
	Iteration 14Q: 3 clusters Score -294596.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -294622.656250 Penalty: 4100.782227
	Iteration 15Q: 3 clusters Score -294622.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -294647.531250 Penalty: 4100.782227
	Iteration 16Q: 3 clusters Score -294647.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -294676.375000 Penalty: 4100.782227
	Iteration 17Q: 3 clusters Score -294676.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -294696.062500 Penalty: 4100.782227
	Iteration 18Q: 3 clusters Score -294696.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -294711.000000 Penalty: 4100.782227
	Iteration 19Q: 3 clusters Score -294711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -294721.375000 Penalty: 4100.782227
	Iteration 20F: 3 clusters Score -294721.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -294734.937500 Penalty: 4100.782227
	Iteration 21Q: 3 clusters Score -294734.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -294746.875000 Penalty: 4100.782227
	Iteration 22Q: 3 clusters Score -294746.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -294757.968750 Penalty: 4100.782227
	Iteration 23Q: 3 clusters Score -294758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -294762.375000 Penalty: 4100.782227
	Iteration 24Q: 3 clusters Score -294762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -294765.343750 Penalty: 4100.782227
	Iteration 25Q: 3 clusters Score -294765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -294769.406250 Penalty: 4100.782227
	Iteration 26Q: 3 clusters Score -294769.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -294772.406250 Penalty: 4100.782227
	Iteration 27Q: 3 clusters Score -294772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -294775.281250 Penalty: 4100.782227
	Iteration 28Q: 3 clusters Score -294775.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -294781.750000 Penalty: 4100.782227
	Iteration 29Q: 3 clusters Score -294781.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -294789.500000 Penalty: 4100.782227
	Iteration 30Q: 3 clusters Score -294789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -294794.406250 Penalty: 4100.782227
	Iteration 31Q: 3 clusters Score -294794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -294798.531250 Penalty: 4100.782227
	Iteration 32Q: 3 clusters Score -294798.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -294804.031250 Penalty: 4100.782227
	Iteration 33Q: 3 clusters Score -294804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -294806.875000 Penalty: 4100.782227
	Iteration 34Q: 3 clusters Score -294806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -294809.593750 Penalty: 4100.782227
	Iteration 35Q: 3 clusters Score -294809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -294812.250000 Penalty: 4100.782227
	Iteration 36Q: 3 clusters Score -294812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -294815.656250 Penalty: 4100.782227
	Iteration 37Q: 3 clusters Score -294815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -294817.750000 Penalty: 4100.782227
	Iteration 38Q: 3 clusters Score -294817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -294819.812500 Penalty: 4100.782227
	Iteration 39Q: 3 clusters Score -294819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -294822.781250 Penalty: 4100.782227
	Iteration 40F: 3 clusters Score -294822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -294825.937500 Penalty: 4100.782227
	Iteration 41Q: 3 clusters Score -294825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -294828.968750 Penalty: 4100.782227
	Iteration 42Q: 3 clusters Score -294829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -294830.187500 Penalty: 4100.782227
	Iteration 43Q: 3 clusters Score -294830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -294830.687500 Penalty: 4100.782227
	Iteration 44Q: 3 clusters Score -294830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -294831.687500 Penalty: 4100.782227
	Iteration 45Q: 3 clusters Score -294831.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294832.968750 Penalty: 4100.782227
	Iteration 46Q: 3 clusters Score -294833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -294834.250000 Penalty: 4100.782227
	Iteration 47Q: 3 clusters Score -294834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -294835.875000 Penalty: 4100.782227
	Iteration 48Q: 3 clusters Score -294835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -294836.781250 Penalty: 4100.782227
	Iteration 49Q: 3 clusters Score -294836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -294837.812500 Penalty: 4100.782227
	Iteration 50Q: 3 clusters Score -294837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -294839.468750 Penalty: 4100.782227
	Iteration 51Q: 3 clusters Score -294839.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -294841.968750 Penalty: 4100.782227
	Iteration 52Q: 3 clusters Score -294842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -294844.718750 Penalty: 4100.782227
	Iteration 53Q: 3 clusters Score -294844.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -294845.781250 Penalty: 4100.782227
	Iteration 54Q: 3 clusters Score -294845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -294846.156250 Penalty: 4100.782227
	Iteration 55Q: 3 clusters Score -294846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -294847.531250 Penalty: 4100.782227
	Iteration 56Q: 3 clusters Score -294847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -294847.000000 Penalty: 4100.782227
	Iteration 57Q: 3 clusters Score -294847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -294847.000000 Penalty: 4100.782227
	Iteration 58F: 3 clusters Score -294847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1163679.875000 Penalty: 2369.761475
	Iteration 0F: 2 clusters Score -1163680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1153340.500000 Penalty: 4739.522949
	Iteration 0F: 3 clusters Score -1153340 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1156524.750000 Penalty: 4739.522949
	Iteration 1F: 3 clusters Score -1156525 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1156876.250000 Penalty: 4739.522949
	Iteration 2F: 3 clusters Score -1156876 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1157143.500000 Penalty: 4739.522949
	Iteration 3Q: 3 clusters Score -1157144 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1157374.875000 Penalty: 4739.522949
	Iteration 4Q: 3 clusters Score -1157375 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1157606.625000 Penalty: 4739.522949
	Iteration 5Q: 3 clusters Score -1157607 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1157850.625000 Penalty: 4739.522949
	Iteration 6Q: 3 clusters Score -1157851 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1158159.250000 Penalty: 4739.522949
	Iteration 7Q: 3 clusters Score -1158159 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1158591.250000 Penalty: 4739.522949
	Iteration 8Q: 3 clusters Score -1158591 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1159138.250000 Penalty: 4739.522949
	Iteration 9F: 3 clusters Score -1159138 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1159752.625000 Penalty: 4739.522949
	Iteration 10F: 3 clusters Score -1159753 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1160365.250000 Penalty: 4739.522949
	Iteration 11Q: 3 clusters Score -1160365 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1160813.875000 Penalty: 4739.522949
	Iteration 12Q: 3 clusters Score -1160814 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1161127.750000 Penalty: 4739.522949
	Iteration 13Q: 3 clusters Score -1161128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1161303.625000 Penalty: 4739.522949
	Iteration 14Q: 3 clusters Score -1161304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1161399.125000 Penalty: 4739.522949
	Iteration 15Q: 3 clusters Score -1161399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1161454.250000 Penalty: 4739.522949
	Iteration 16Q: 3 clusters Score -1161454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1161493.625000 Penalty: 4739.522949
	Iteration 17Q: 3 clusters Score -1161494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1161512.750000 Penalty: 4739.522949
	Iteration 18Q: 3 clusters Score -1161513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1161525.875000 Penalty: 4739.522949
	Iteration 19Q: 3 clusters Score -1161526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1161538.250000 Penalty: 4739.522949
	Iteration 20F: 3 clusters Score -1161538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1161545.000000 Penalty: 4739.522949
	Iteration 21Q: 3 clusters Score -1161545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1161556.500000 Penalty: 4739.522949
	Iteration 22Q: 3 clusters Score -1161556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1161562.250000 Penalty: 4739.522949
	Iteration 23Q: 3 clusters Score -1161562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1161572.875000 Penalty: 4739.522949
	Iteration 24Q: 3 clusters Score -1161573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1161581.125000 Penalty: 4739.522949
	Iteration 25Q: 3 clusters Score -1161581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1161585.625000 Penalty: 4739.522949
	Iteration 26Q: 3 clusters Score -1161586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1161592.125000 Penalty: 4739.522949
	Iteration 27Q: 3 clusters Score -1161592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1161593.625000 Penalty: 4739.522949
	Iteration 28Q: 3 clusters Score -1161594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1161598.500000 Penalty: 4739.522949
	Iteration 29Q: 3 clusters Score -1161598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1161601.250000 Penalty: 4739.522949
	Iteration 30Q: 3 clusters Score -1161601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1161601.625000 Penalty: 4739.522949
	Iteration 31Q: 3 clusters Score -1161602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1161601.625000 Penalty: 4739.522949
	Iteration 32F: 3 clusters Score -1161602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -380496.812500 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -380496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -376083.875000 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -376083.9 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -377127.062500 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -377127.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -377416.625000 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -377416.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -377681.687500 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -377681.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -377943.062500 Penalty: 4217.434082
	Iteration 4F: 3 clusters Score -377943.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -378246.937500 Penalty: 4217.434082
	Iteration 5F: 3 clusters Score -378246.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -378529.843750 Penalty: 4217.434082
	Iteration 6F: 3 clusters Score -378529.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -378743.281250 Penalty: 4217.434082
	Iteration 7F: 3 clusters Score -378743.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -378894.437500 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -378894.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -378977.375000 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -378977.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -379029.031250 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -379029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -379056.875000 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -379056.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -379078.937500 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -379078.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -379090.468750 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -379090.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -379098.468750 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -379098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -379105.843750 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -379105.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -379112.875000 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -379112.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -379118.750000 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -379118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -379123.250000 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -379123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -379126.687500 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -379126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -379129.281250 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -379129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -379131.062500 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -379131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -379132.281250 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -379132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -379133.250000 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -379133.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -379135.718750 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -379135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -379139.062500 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -379139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -379140.625000 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -379140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -379141.312500 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -379141.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -379143.093750 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -379143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -379145.718750 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -379145.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -379147.125000 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -379147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -379148.218750 Penalty: 4217.434082
	Iteration 31Q: 3 clusters Score -379148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -379149.375000 Penalty: 4217.434082
	Iteration 32Q: 3 clusters Score -379149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -379149.375000 Penalty: 4217.434082
	Iteration 33F: 3 clusters Score -379149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (844882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844882 members 
Entering Unmasked Estep 
Score: -68224872.000000 Penalty: 3384.444336
	Iteration 0F: 2 clusters Score -6.822487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422272 members 
Mstep: Class 2 contains 422610 members 
Entering Unmasked Estep 
Score: -67660008.000000 Penalty: 6768.888672
	Iteration 0F: 3 clusters Score -6.766001e+07 nChanged 414711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419287 members 
Mstep: Class 2 contains 425595 members 
Entering Unmasked Estep 
Score: -67910840.000000 Penalty: 6768.888672
	Iteration 1F: 3 clusters Score -6.791084e+07 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418827 members 
Mstep: Class 2 contains 426055 members 
Entering Unmasked Estep 
Score: -67913152.000000 Penalty: 6768.888672
	Iteration 2Q: 3 clusters Score -6.791315e+07 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418474 members 
Mstep: Class 2 contains 426408 members 
Entering Unmasked Estep 
Score: -67916040.000000 Penalty: 6768.888672
	Iteration 3Q: 3 clusters Score -6.791604e+07 nChanged 20204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417914 members 
Mstep: Class 2 contains 426968 members 
Entering Unmasked Estep 
Score: -67920256.000000 Penalty: 6768.888672
	Iteration 4Q: 3 clusters Score -6.792026e+07 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417182 members 
Mstep: Class 2 contains 427700 members 
Entering Unmasked Estep 
Score: -67926120.000000 Penalty: 6768.888672
	Iteration 5Q: 3 clusters Score -6.792612e+07 nChanged 28048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416284 members 
Mstep: Class 2 contains 428598 members 
Entering Unmasked Estep 
Score: -67934280.000000 Penalty: 6768.888672
	Iteration 6Q: 3 clusters Score -6.793428e+07 nChanged 32758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414446 members 
Mstep: Class 2 contains 430436 members 
Entering Unmasked Estep 
Score: -67945256.000000 Penalty: 6768.888672
	Iteration 7Q: 3 clusters Score -6.794526e+07 nChanged 36477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411201 members 
Mstep: Class 2 contains 433681 members 
Entering Unmasked Estep 
Score: -67959640.000000 Penalty: 6768.888672
	Iteration 8Q: 3 clusters Score -6.795964e+07 nChanged 38655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404884 members 
Mstep: Class 2 contains 439998 members 
Entering Unmasked Estep 
Score: -67975832.000000 Penalty: 6768.888672
	Iteration 9Q: 3 clusters Score -6.797583e+07 nChanged 38858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394410 members 
Mstep: Class 2 contains 450472 members 
Entering Unmasked Estep 
Score: -67990512.000000 Penalty: 6768.888672
	Iteration 10Q: 3 clusters Score -6.799051e+07 nChanged 37584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378672 members 
Mstep: Class 2 contains 466210 members 
Entering Unmasked Estep 
Score: -68005064.000000 Penalty: 6768.888672
	Iteration 11Q: 3 clusters Score -6.800506e+07 nChanged 35916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357618 members 
Mstep: Class 2 contains 487264 members 
Entering Unmasked Estep 
Score: -68019680.000000 Penalty: 6768.888672
	Iteration 12Q: 3 clusters Score -6.801968e+07 nChanged 35050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331656 members 
Mstep: Class 2 contains 513226 members 
Entering Unmasked Estep 
Score: -68033800.000000 Penalty: 6768.888672
	Iteration 13Q: 3 clusters Score -6.80338e+07 nChanged 35099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301297 members 
Mstep: Class 2 contains 543585 members 
Entering Unmasked Estep 
Score: -68048800.000000 Penalty: 6768.888672
	Iteration 14Q: 3 clusters Score -6.80488e+07 nChanged 35577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267978 members 
Mstep: Class 2 contains 576904 members 
Entering Unmasked Estep 
Score: -68063648.000000 Penalty: 6768.888672
	Iteration 15Q: 3 clusters Score -6.806365e+07 nChanged 36060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232948 members 
Mstep: Class 2 contains 611934 members 
Entering Unmasked Estep 
Score: -68079752.000000 Penalty: 6768.888672
	Iteration 16Q: 3 clusters Score -6.807975e+07 nChanged 35517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 647137 members 
Entering Unmasked Estep 
Score: -68096680.000000 Penalty: 6768.888672
	Iteration 17Q: 3 clusters Score -6.809668e+07 nChanged 34505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 681554 members 
Entering Unmasked Estep 
Score: -68114792.000000 Penalty: 6768.888672
	Iteration 18Q: 3 clusters Score -6.811479e+07 nChanged 33299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130035 members 
Mstep: Class 2 contains 714847 members 
Entering Unmasked Estep 
Score: -68134056.000000 Penalty: 6768.888672
	Iteration 19Q: 3 clusters Score -6.813406e+07 nChanged 30785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 745630 members 
Entering Unmasked Estep 
Score: -68153272.000000 Penalty: 6768.888672
	Iteration 20F: 3 clusters Score -6.815327e+07 nChanged 26783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 772413 members 
Entering Unmasked Estep 
Score: -68171664.000000 Penalty: 6768.888672
	Iteration 21Q: 3 clusters Score -6.817166e+07 nChanged 22054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 794467 members 
Entering Unmasked Estep 
Score: -68187400.000000 Penalty: 6768.888672
	Iteration 22Q: 3 clusters Score -6.81874e+07 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 811069 members 
Entering Unmasked Estep 
Score: -68199808.000000 Penalty: 6768.888672
	Iteration 23Q: 3 clusters Score -6.819981e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 822781 members 
Entering Unmasked Estep 
Score: -68207864.000000 Penalty: 6768.888672
	Iteration 24Q: 3 clusters Score -6.820786e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 830445 members 
Entering Unmasked Estep 
Score: -68212960.000000 Penalty: 6768.888672
	Iteration 25Q: 3 clusters Score -6.821296e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 835251 members 
Entering Unmasked Estep 
Score: -68216408.000000 Penalty: 6768.888672
	Iteration 26Q: 3 clusters Score -6.821641e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 838189 members 
Entering Unmasked Estep 
Score: -68218272.000000 Penalty: 6768.888672
	Iteration 27Q: 3 clusters Score -6.821827e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 840007 members 
Entering Unmasked Estep 
Score: -68219504.000000 Penalty: 6768.888672
	Iteration 28Q: 3 clusters Score -6.82195e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 841170 members 
Entering Unmasked Estep 
Score: -68220240.000000 Penalty: 6768.888672
	Iteration 29Q: 3 clusters Score -6.822024e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 841895 members 
Entering Unmasked Estep 
Score: -68220576.000000 Penalty: 6768.888672
	Iteration 30Q: 3 clusters Score -6.822058e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 842375 members 
Entering Unmasked Estep 
Score: -68220864.000000 Penalty: 6768.888672
	Iteration 31Q: 3 clusters Score -6.822086e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 842679 members 
Entering Unmasked Estep 
Score: -68221064.000000 Penalty: 6768.888672
	Iteration 32Q: 3 clusters Score -6.822106e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 842888 members 
Entering Unmasked Estep 
Score: -68221224.000000 Penalty: 6768.888672
	Iteration 33Q: 3 clusters Score -6.822122e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 843054 members 
Entering Unmasked Estep 
Score: -68221336.000000 Penalty: 6768.888672
	Iteration 34Q: 3 clusters Score -6.822134e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 843195 members 
Entering Unmasked Estep 
Score: -68221400.000000 Penalty: 6768.888672
	Iteration 35Q: 3 clusters Score -6.82214e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 843288 members 
Entering Unmasked Estep 
Score: -68221456.000000 Penalty: 6768.888672
	Iteration 36Q: 3 clusters Score -6.822146e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 843369 members 
Entering Unmasked Estep 
Score: -68221456.000000 Penalty: 6768.888672
	Iteration 37Q: 3 clusters Score -6.822146e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 843419 members 
Entering Unmasked Estep 
Score: -68221488.000000 Penalty: 6768.888672
	Iteration 38Q: 3 clusters Score -6.822149e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 843458 members 
Entering Unmasked Estep 
Score: -68221520.000000 Penalty: 6768.888672
	Iteration 39Q: 3 clusters Score -6.822152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 843484 members 
Entering Unmasked Estep 
Score: -68221624.000000 Penalty: 6768.888672
	Iteration 40F: 3 clusters Score -6.822162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 843510 members 
Entering Unmasked Estep 
Score: -68221688.000000 Penalty: 6768.888672
	Iteration 41Q: 3 clusters Score -6.822169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 843537 members 
Entering Unmasked Estep 
Score: -68221696.000000 Penalty: 6768.888672
	Iteration 42Q: 3 clusters Score -6.82217e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 843551 members 
Entering Unmasked Estep 
Score: -68221672.000000 Penalty: 6768.888672
	Iteration 43Q: 3 clusters Score -6.822167e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 843567 members 
Entering Unmasked Estep 
Score: -68221704.000000 Penalty: 6768.888672
	Iteration 44Q: 3 clusters Score -6.82217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 843573 members 
Entering Unmasked Estep 
Score: -68221704.000000 Penalty: 6768.888672
	Iteration 45Q: 3 clusters Score -6.82217e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 843590 members 
Entering Unmasked Estep 
Score: -68221688.000000 Penalty: 6768.888672
	Iteration 46Q: 3 clusters Score -6.822169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 843597 members 
Entering Unmasked Estep 
Score: -68221704.000000 Penalty: 6768.888672
	Iteration 47Q: 3 clusters Score -6.82217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 843602 members 
Entering Unmasked Estep 
Score: -68221728.000000 Penalty: 6768.888672
	Iteration 48Q: 3 clusters Score -6.822173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 843608 members 
Entering Unmasked Estep 
Score: -68221736.000000 Penalty: 6768.888672
	Iteration 49Q: 3 clusters Score -6.822174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 843614 members 
Entering Unmasked Estep 
Score: -68221752.000000 Penalty: 6768.888672
	Iteration 50Q: 3 clusters Score -6.822175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 843613 members 
Entering Unmasked Estep 
Score: -68221736.000000 Penalty: 6768.888672
	Iteration 51Q: 3 clusters Score -6.822174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 843616 members 
Entering Unmasked Estep 
Score: -68221704.000000 Penalty: 6768.888672
	Iteration 52Q: 3 clusters Score -6.82217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 843620 members 
Entering Unmasked Estep 
Score: -68221672.000000 Penalty: 6768.888672
	Iteration 53Q: 3 clusters Score -6.822167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 843627 members 
Entering Unmasked Estep 
Score: -68221720.000000 Penalty: 6768.888672
	Iteration 54Q: 3 clusters Score -6.822172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 843637 members 
Entering Unmasked Estep 
Score: -68221760.000000 Penalty: 6768.888672
	Iteration 55Q: 3 clusters Score -6.822176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 843645 members 
Entering Unmasked Estep 
Score: -68221744.000000 Penalty: 6768.888672
	Iteration 56Q: 3 clusters Score -6.822174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 843645 members 
Entering Unmasked Estep 
Score: -68221736.000000 Penalty: 6768.888672
	Iteration 57Q: 3 clusters Score -6.822174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 843648 members 
Entering Unmasked Estep 
Score: -68221752.000000 Penalty: 6768.888672
	Iteration 58Q: 3 clusters Score -6.822175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 843650 members 
Entering Unmasked Estep 
Score: -68221752.000000 Penalty: 6768.888672
	Iteration 59Q: 3 clusters Score -6.822175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 843653 members 
Entering Unmasked Estep 
Score: -68221712.000000 Penalty: 6768.888672
	Iteration 60F: 3 clusters Score -6.822171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 843654 members 
Entering Unmasked Estep 
Score: -68221736.000000 Penalty: 6768.888672
	Iteration 61Q: 3 clusters Score -6.822174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 843656 members 
Entering Unmasked Estep 
Score: -68221760.000000 Penalty: 6768.888672
	Iteration 62Q: 3 clusters Score -6.822176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 843659 members 
Entering Unmasked Estep 
Score: -68221744.000000 Penalty: 6768.888672
	Iteration 63Q: 3 clusters Score -6.822174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 843662 members 
Entering Unmasked Estep 
Score: -68221736.000000 Penalty: 6768.888672
	Iteration 64Q: 3 clusters Score -6.822174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 843668 members 
Entering Unmasked Estep 
Score: -68221752.000000 Penalty: 6768.888672
	Iteration 65Q: 3 clusters Score -6.822175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 843672 members 
Entering Unmasked Estep 
Score: -68221752.000000 Penalty: 6768.888672
	Iteration 66Q: 3 clusters Score -6.822175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 843676 members 
Entering Unmasked Estep 
Score: -68221744.000000 Penalty: 6768.888672
	Iteration 67Q: 3 clusters Score -6.822174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 843681 members 
Entering Unmasked Estep 
Score: -68221760.000000 Penalty: 6768.888672
	Iteration 68Q: 3 clusters Score -6.822176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 843684 members 
Entering Unmasked Estep 
Score: -68221792.000000 Penalty: 6768.888672
	Iteration 69Q: 3 clusters Score -6.822179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 843689 members 
Entering Unmasked Estep 
Score: -68221776.000000 Penalty: 6768.888672
	Iteration 70Q: 3 clusters Score -6.822178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 843692 members 
Entering Unmasked Estep 
Score: -68221776.000000 Penalty: 6768.888672
	Iteration 71Q: 3 clusters Score -6.822178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 843694 members 
Entering Unmasked Estep 
Score: -68221792.000000 Penalty: 6768.888672
	Iteration 72Q: 3 clusters Score -6.822179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 843695 members 
Entering Unmasked Estep 
Score: -68221776.000000 Penalty: 6768.888672
	Iteration 73Q: 3 clusters Score -6.822178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 843697 members 
Entering Unmasked Estep 
Score: -68221784.000000 Penalty: 6768.888672
	Iteration 74Q: 3 clusters Score -6.822178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 843696 members 
Entering Unmasked Estep 
Score: -68221776.000000 Penalty: 6768.888672
	Iteration 75Q: 3 clusters Score -6.822178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 843695 members 
Entering Unmasked Estep 
Score: -68221760.000000 Penalty: 6768.888672
	Iteration 76Q: 3 clusters Score -6.822176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 843695 members 
Entering Unmasked Estep 
Score: -68221776.000000 Penalty: 6768.888672
	Iteration 77Q: 3 clusters Score -6.822178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 843697 members 
Entering Unmasked Estep 
Score: -68221752.000000 Penalty: 6768.888672
	Iteration 78Q: 3 clusters Score -6.822175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 843697 members 
Entering Unmasked Estep 
Score: -68221760.000000 Penalty: 6768.888672
	Iteration 79Q: 3 clusters Score -6.822176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 843697 members 
Entering Unmasked Estep 
Score: -68221760.000000 Penalty: 6768.888672
	Iteration 80F: 3 clusters Score -6.822176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -86508.195312 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -86508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84440.757812 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -84440.76 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -84790.992188 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -84790.99 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84908.703125 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -84908.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -84947.273438 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -84947.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -84967.593750 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -84967.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -84974.359375 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -84974.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -84985.523438 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -84985.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -85001.617188 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -85001.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -85006.406250 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -85006.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -85012.343750 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -85012.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -85019.539062 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -85019.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85024.632812 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -85024.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -85031.078125 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -85031.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -85036.796875 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -85036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85039.773438 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -85039.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -85041.640625 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -85041.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -85042.023438 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -85042.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -85042.023438 Penalty: 3506.235596
	Iteration 17F: 3 clusters Score -85042.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -217104.187500 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -217104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213966.031250 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -213966 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -214661.187500 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -214661.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -214923.859375 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -214923.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -215096.281250 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -215096.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215247.765625 Penalty: 3953.315918
	Iteration 4F: 3 clusters Score -215247.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -215384.921875 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -215384.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -215514.703125 Penalty: 3953.315918
	Iteration 6F: 3 clusters Score -215514.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215626.890625 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -215626.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -215736.609375 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -215736.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -215828.703125 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -215828.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -215891.562500 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -215891.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -215954.421875 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -215954.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -216000.500000 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -216000.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -216031.109375 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -216031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -216041.968750 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -216042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216053.656250 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -216053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -216058.281250 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -216058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -216062.062500 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -216062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -216065.437500 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -216065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -216068.812500 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -216068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -216068.968750 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -216069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Entering Unmasked Estep 
Score: -677650.625000 Penalty: 2253.024658
	Iteration 0F: 2 clusters Score -677650.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -670783.937500 Penalty: 4506.049316
	Iteration 0F: 3 clusters Score -670783.9 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -672722.812500 Penalty: 4506.049316
	Iteration 1F: 3 clusters Score -672722.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -673036.500000 Penalty: 4506.049316
	Iteration 2F: 3 clusters Score -673036.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -673299.687500 Penalty: 4506.049316
	Iteration 3F: 3 clusters Score -673299.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -673563.687500 Penalty: 4506.049316
	Iteration 4F: 3 clusters Score -673563.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -673856.937500 Penalty: 4506.049316
	Iteration 5F: 3 clusters Score -673856.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -674189.125000 Penalty: 4506.049316
	Iteration 6Q: 3 clusters Score -674189.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -674594.000000 Penalty: 4506.049316
	Iteration 7F: 3 clusters Score -674594 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -674984.500000 Penalty: 4506.049316
	Iteration 8F: 3 clusters Score -674984.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -675383.000000 Penalty: 4506.049316
	Iteration 9F: 3 clusters Score -675383 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -675761.000000 Penalty: 4506.049316
	Iteration 10Q: 3 clusters Score -675761 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -676082.750000 Penalty: 4506.049316
	Iteration 11Q: 3 clusters Score -676082.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -676327.000000 Penalty: 4506.049316
	Iteration 12Q: 3 clusters Score -676327 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -676474.375000 Penalty: 4506.049316
	Iteration 13Q: 3 clusters Score -676474.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -676556.375000 Penalty: 4506.049316
	Iteration 14Q: 3 clusters Score -676556.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -676625.625000 Penalty: 4506.049316
	Iteration 15Q: 3 clusters Score -676625.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -676677.875000 Penalty: 4506.049316
	Iteration 16Q: 3 clusters Score -676677.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -676721.437500 Penalty: 4506.049316
	Iteration 17Q: 3 clusters Score -676721.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -676752.562500 Penalty: 4506.049316
	Iteration 18Q: 3 clusters Score -676752.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -676779.562500 Penalty: 4506.049316
	Iteration 19Q: 3 clusters Score -676779.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -676802.750000 Penalty: 4506.049316
	Iteration 20F: 3 clusters Score -676802.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -676823.000000 Penalty: 4506.049316
	Iteration 21Q: 3 clusters Score -676823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -676837.750000 Penalty: 4506.049316
	Iteration 22Q: 3 clusters Score -676837.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -676845.375000 Penalty: 4506.049316
	Iteration 23Q: 3 clusters Score -676845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -676852.000000 Penalty: 4506.049316
	Iteration 24Q: 3 clusters Score -676852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -676855.937500 Penalty: 4506.049316
	Iteration 25Q: 3 clusters Score -676855.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -676859.187500 Penalty: 4506.049316
	Iteration 26Q: 3 clusters Score -676859.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -676861.250000 Penalty: 4506.049316
	Iteration 27Q: 3 clusters Score -676861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -676861.937500 Penalty: 4506.049316
	Iteration 28Q: 3 clusters Score -676861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -676863.250000 Penalty: 4506.049316
	Iteration 29Q: 3 clusters Score -676863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -676863.187500 Penalty: 4506.049316
	Iteration 30Q: 3 clusters Score -676863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -676863.187500 Penalty: 4506.049316
	Iteration 31F: 3 clusters Score -676863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Entering Unmasked Estep 
Score: -8018760.500000 Penalty: 2849.066650
	Iteration 0F: 2 clusters Score -8018760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -7953503.000000 Penalty: 5698.133301
	Iteration 0F: 3 clusters Score -7953503 nChanged 46106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -7979654.000000 Penalty: 5698.133301
	Iteration 1F: 3 clusters Score -7979654 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -7980663.000000 Penalty: 5698.133301
	Iteration 2Q: 3 clusters Score -7980663 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -7982032.000000 Penalty: 5698.133301
	Iteration 3Q: 3 clusters Score -7982032 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7983841.500000 Penalty: 5698.133301
	Iteration 4Q: 3 clusters Score -7983842 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7986122.500000 Penalty: 5698.133301
	Iteration 5Q: 3 clusters Score -7986122 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -7988608.500000 Penalty: 5698.133301
	Iteration 6Q: 3 clusters Score -7988608 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -7991475.000000 Penalty: 5698.133301
	Iteration 7F: 3 clusters Score -7991475 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -7994728.000000 Penalty: 5698.133301
	Iteration 8F: 3 clusters Score -7994728 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -7998729.000000 Penalty: 5698.133301
	Iteration 9F: 3 clusters Score -7998729 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -8002349.500000 Penalty: 5698.133301
	Iteration 10F: 3 clusters Score -8002350 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -8004626.000000 Penalty: 5698.133301
	Iteration 11Q: 3 clusters Score -8004626 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -8005747.000000 Penalty: 5698.133301
	Iteration 12Q: 3 clusters Score -8005747 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -8006345.000000 Penalty: 5698.133301
	Iteration 13Q: 3 clusters Score -8006345 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -8006808.500000 Penalty: 5698.133301
	Iteration 14Q: 3 clusters Score -8006808 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -8007198.000000 Penalty: 5698.133301
	Iteration 15Q: 3 clusters Score -8007198 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -8007621.000000 Penalty: 5698.133301
	Iteration 16Q: 3 clusters Score -8007621 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -8008024.000000 Penalty: 5698.133301
	Iteration 17Q: 3 clusters Score -8008024 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -8008422.000000 Penalty: 5698.133301
	Iteration 18Q: 3 clusters Score -8008422 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -8008822.500000 Penalty: 5698.133301
	Iteration 19Q: 3 clusters Score -8008822 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -8009253.000000 Penalty: 5698.133301
	Iteration 20F: 3 clusters Score -8009253 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -8009642.000000 Penalty: 5698.133301
	Iteration 21Q: 3 clusters Score -8009642 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -8010017.000000 Penalty: 5698.133301
	Iteration 22Q: 3 clusters Score -8010017 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 78727 members 
Entering Unmasked Estep 
Score: -8010322.000000 Penalty: 5698.133301
	Iteration 23Q: 3 clusters Score -8010322 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8010655.500000 Penalty: 5698.133301
	Iteration 24Q: 3 clusters Score -8010656 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -8010983.000000 Penalty: 5698.133301
	Iteration 25Q: 3 clusters Score -8010983 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -8011286.500000 Penalty: 5698.133301
	Iteration 26Q: 3 clusters Score -8011286 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -8011616.500000 Penalty: 5698.133301
	Iteration 27Q: 3 clusters Score -8011616 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -8011949.500000 Penalty: 5698.133301
	Iteration 28Q: 3 clusters Score -8011950 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -8012233.000000 Penalty: 5698.133301
	Iteration 29Q: 3 clusters Score -8012233 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -8012516.500000 Penalty: 5698.133301
	Iteration 30Q: 3 clusters Score -8012516 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -8012808.500000 Penalty: 5698.133301
	Iteration 31Q: 3 clusters Score -8012808 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -8013007.000000 Penalty: 5698.133301
	Iteration 32Q: 3 clusters Score -8013007 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -8013278.500000 Penalty: 5698.133301
	Iteration 33Q: 3 clusters Score -8013278 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -8013531.500000 Penalty: 5698.133301
	Iteration 34Q: 3 clusters Score -8013532 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -8013773.500000 Penalty: 5698.133301
	Iteration 35Q: 3 clusters Score -8013774 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 90244 members 
Entering Unmasked Estep 
Score: -8014044.000000 Penalty: 5698.133301
	Iteration 36Q: 3 clusters Score -8014044 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 90930 members 
Entering Unmasked Estep 
Score: -8014294.000000 Penalty: 5698.133301
	Iteration 37Q: 3 clusters Score -8014294 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -8014522.000000 Penalty: 5698.133301
	Iteration 38Q: 3 clusters Score -8014522 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 92152 members 
Entering Unmasked Estep 
Score: -8014740.500000 Penalty: 5698.133301
	Iteration 39Q: 3 clusters Score -8014740 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 92680 members 
Entering Unmasked Estep 
Score: -8014937.000000 Penalty: 5698.133301
	Iteration 40F: 3 clusters Score -8014937 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -8015104.500000 Penalty: 5698.133301
	Iteration 41Q: 3 clusters Score -8015104 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -8015269.500000 Penalty: 5698.133301
	Iteration 42Q: 3 clusters Score -8015270 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -8015422.000000 Penalty: 5698.133301
	Iteration 43Q: 3 clusters Score -8015422 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -8015539.000000 Penalty: 5698.133301
	Iteration 44Q: 3 clusters Score -8015539 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -8015671.500000 Penalty: 5698.133301
	Iteration 45Q: 3 clusters Score -8015672 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -8015742.000000 Penalty: 5698.133301
	Iteration 46Q: 3 clusters Score -8015742 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -8015817.500000 Penalty: 5698.133301
	Iteration 47Q: 3 clusters Score -8015818 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -8015874.500000 Penalty: 5698.133301
	Iteration 48Q: 3 clusters Score -8015874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -8015914.000000 Penalty: 5698.133301
	Iteration 49Q: 3 clusters Score -8015914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -8015964.500000 Penalty: 5698.133301
	Iteration 50Q: 3 clusters Score -8015964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 95677 members 
Entering Unmasked Estep 
Score: -8016015.500000 Penalty: 5698.133301
	Iteration 51Q: 3 clusters Score -8016016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -8016050.500000 Penalty: 5698.133301
	Iteration 52Q: 3 clusters Score -8016050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -8016092.500000 Penalty: 5698.133301
	Iteration 53Q: 3 clusters Score -8016092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -8016133.500000 Penalty: 5698.133301
	Iteration 54Q: 3 clusters Score -8016134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 96013 members 
Entering Unmasked Estep 
Score: -8016159.500000 Penalty: 5698.133301
	Iteration 55Q: 3 clusters Score -8016160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -8016196.500000 Penalty: 5698.133301
	Iteration 56Q: 3 clusters Score -8016196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -8016221.500000 Penalty: 5698.133301
	Iteration 57Q: 3 clusters Score -8016222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -8016240.500000 Penalty: 5698.133301
	Iteration 58Q: 3 clusters Score -8016240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -8016246.500000 Penalty: 5698.133301
	Iteration 59Q: 3 clusters Score -8016246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -8016269.000000 Penalty: 5698.133301
	Iteration 60F: 3 clusters Score -8016269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -8016284.500000 Penalty: 5698.133301
	Iteration 61Q: 3 clusters Score -8016284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -8016302.500000 Penalty: 5698.133301
	Iteration 62Q: 3 clusters Score -8016302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -8016312.000000 Penalty: 5698.133301
	Iteration 63Q: 3 clusters Score -8016312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -8016316.500000 Penalty: 5698.133301
	Iteration 64Q: 3 clusters Score -8016316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 96344 members 
Entering Unmasked Estep 
Score: -8016323.000000 Penalty: 5698.133301
	Iteration 65Q: 3 clusters Score -8016323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -8016335.000000 Penalty: 5698.133301
	Iteration 66Q: 3 clusters Score -8016335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -8016335.500000 Penalty: 5698.133301
	Iteration 67Q: 3 clusters Score -8016336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -8016336.000000 Penalty: 5698.133301
	Iteration 68Q: 3 clusters Score -8016336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -8016348.500000 Penalty: 5698.133301
	Iteration 69Q: 3 clusters Score -8016348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -8016345.500000 Penalty: 5698.133301
	Iteration 70Q: 3 clusters Score -8016346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -8016353.000000 Penalty: 5698.133301
	Iteration 71Q: 3 clusters Score -8016353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -8016372.500000 Penalty: 5698.133301
	Iteration 72Q: 3 clusters Score -8016372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 96450 members 
Entering Unmasked Estep 
Score: -8016394.000000 Penalty: 5698.133301
	Iteration 73Q: 3 clusters Score -8016394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -8016407.500000 Penalty: 5698.133301
	Iteration 74Q: 3 clusters Score -8016408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 96490 members 
Entering Unmasked Estep 
Score: -8016412.500000 Penalty: 5698.133301
	Iteration 75Q: 3 clusters Score -8016412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -8016421.000000 Penalty: 5698.133301
	Iteration 76Q: 3 clusters Score -8016421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -8016429.000000 Penalty: 5698.133301
	Iteration 77Q: 3 clusters Score -8016429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -8016442.000000 Penalty: 5698.133301
	Iteration 78Q: 3 clusters Score -8016442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -8016448.000000 Penalty: 5698.133301
	Iteration 79Q: 3 clusters Score -8016448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -8016458.000000 Penalty: 5698.133301
	Iteration 80F: 3 clusters Score -8016458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -8016467.000000 Penalty: 5698.133301
	Iteration 81Q: 3 clusters Score -8016467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -8016475.500000 Penalty: 5698.133301
	Iteration 82Q: 3 clusters Score -8016476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -8016478.500000 Penalty: 5698.133301
	Iteration 83Q: 3 clusters Score -8016478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -8016475.500000 Penalty: 5698.133301
	Iteration 84Q: 3 clusters Score -8016476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -8016479.000000 Penalty: 5698.133301
	Iteration 85Q: 3 clusters Score -8016479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -8016484.000000 Penalty: 5698.133301
	Iteration 86Q: 3 clusters Score -8016484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -8016490.000000 Penalty: 5698.133301
	Iteration 87Q: 3 clusters Score -8016490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -8016488.500000 Penalty: 5698.133301
	Iteration 88Q: 3 clusters Score -8016488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -8016489.500000 Penalty: 5698.133301
	Iteration 89Q: 3 clusters Score -8016490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 96626 members 
Entering Unmasked Estep 
Score: -8016490.000000 Penalty: 5698.133301
	Iteration 90Q: 3 clusters Score -8016490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -8016496.000000 Penalty: 5698.133301
	Iteration 91Q: 3 clusters Score -8016496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 96633 members 
Entering Unmasked Estep 
Score: -8016503.000000 Penalty: 5698.133301
	Iteration 92Q: 3 clusters Score -8016503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 96641 members 
Entering Unmasked Estep 
Score: -8016499.000000 Penalty: 5698.133301
	Iteration 93Q: 3 clusters Score -8016499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -8016506.000000 Penalty: 5698.133301
	Iteration 94Q: 3 clusters Score -8016506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -8016506.000000 Penalty: 5698.133301
	Iteration 95Q: 3 clusters Score -8016506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -8016504.000000 Penalty: 5698.133301
	Iteration 96Q: 3 clusters Score -8016504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -8016512.000000 Penalty: 5698.133301
	Iteration 97Q: 3 clusters Score -8016512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -8016512.000000 Penalty: 5698.133301
	Iteration 98F: 3 clusters Score -8016512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Entering Unmasked Estep 
Score: -1312840.875000 Penalty: 2406.591797
	Iteration 0F: 2 clusters Score -1312841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1301019.500000 Penalty: 4813.183594
	Iteration 0F: 3 clusters Score -1301020 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1304800.125000 Penalty: 4813.183594
	Iteration 1F: 3 clusters Score -1304800 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1305175.375000 Penalty: 4813.183594
	Iteration 2F: 3 clusters Score -1305175 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1305539.375000 Penalty: 4813.183594
	Iteration 3Q: 3 clusters Score -1305539 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1305915.000000 Penalty: 4813.183594
	Iteration 4Q: 3 clusters Score -1305915 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1306358.000000 Penalty: 4813.183594
	Iteration 5F: 3 clusters Score -1306358 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1306799.500000 Penalty: 4813.183594
	Iteration 6Q: 3 clusters Score -1306800 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1307313.375000 Penalty: 4813.183594
	Iteration 7F: 3 clusters Score -1307313 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1307919.625000 Penalty: 4813.183594
	Iteration 8F: 3 clusters Score -1307920 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1308611.250000 Penalty: 4813.183594
	Iteration 9F: 3 clusters Score -1308611 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1309209.125000 Penalty: 4813.183594
	Iteration 10Q: 3 clusters Score -1309209 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1309601.375000 Penalty: 4813.183594
	Iteration 11Q: 3 clusters Score -1309601 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1309849.500000 Penalty: 4813.183594
	Iteration 12Q: 3 clusters Score -1309850 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1310024.375000 Penalty: 4813.183594
	Iteration 13Q: 3 clusters Score -1310024 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1310147.375000 Penalty: 4813.183594
	Iteration 14Q: 3 clusters Score -1310147 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1310248.500000 Penalty: 4813.183594
	Iteration 15Q: 3 clusters Score -1310248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1310330.500000 Penalty: 4813.183594
	Iteration 16Q: 3 clusters Score -1310330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1310382.250000 Penalty: 4813.183594
	Iteration 17Q: 3 clusters Score -1310382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1310428.000000 Penalty: 4813.183594
	Iteration 18Q: 3 clusters Score -1310428 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1310473.875000 Penalty: 4813.183594
	Iteration 19Q: 3 clusters Score -1310474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1310518.250000 Penalty: 4813.183594
	Iteration 20F: 3 clusters Score -1310518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1310555.125000 Penalty: 4813.183594
	Iteration 21Q: 3 clusters Score -1310555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1310605.250000 Penalty: 4813.183594
	Iteration 22Q: 3 clusters Score -1310605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1310650.500000 Penalty: 4813.183594
	Iteration 23Q: 3 clusters Score -1310650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1310682.500000 Penalty: 4813.183594
	Iteration 24Q: 3 clusters Score -1310682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1310722.125000 Penalty: 4813.183594
	Iteration 25Q: 3 clusters Score -1310722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1310759.875000 Penalty: 4813.183594
	Iteration 26Q: 3 clusters Score -1310760 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1310791.125000 Penalty: 4813.183594
	Iteration 27Q: 3 clusters Score -1310791 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1310832.250000 Penalty: 4813.183594
	Iteration 28Q: 3 clusters Score -1310832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1310870.625000 Penalty: 4813.183594
	Iteration 29Q: 3 clusters Score -1310871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1310905.125000 Penalty: 4813.183594
	Iteration 30Q: 3 clusters Score -1310905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1310946.125000 Penalty: 4813.183594
	Iteration 31Q: 3 clusters Score -1310946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1310986.250000 Penalty: 4813.183594
	Iteration 32Q: 3 clusters Score -1310986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1311029.250000 Penalty: 4813.183594
	Iteration 33Q: 3 clusters Score -1311029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1311068.625000 Penalty: 4813.183594
	Iteration 34Q: 3 clusters Score -1311069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1311097.750000 Penalty: 4813.183594
	Iteration 35Q: 3 clusters Score -1311098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1311132.375000 Penalty: 4813.183594
	Iteration 36Q: 3 clusters Score -1311132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1311158.000000 Penalty: 4813.183594
	Iteration 37Q: 3 clusters Score -1311158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1311186.625000 Penalty: 4813.183594
	Iteration 38Q: 3 clusters Score -1311187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1311194.000000 Penalty: 4813.183594
	Iteration 39Q: 3 clusters Score -1311194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1311205.625000 Penalty: 4813.183594
	Iteration 40F: 3 clusters Score -1311206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1311213.875000 Penalty: 4813.183594
	Iteration 41Q: 3 clusters Score -1311214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1311222.000000 Penalty: 4813.183594
	Iteration 42Q: 3 clusters Score -1311222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1311223.375000 Penalty: 4813.183594
	Iteration 43Q: 3 clusters Score -1311223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1311234.375000 Penalty: 4813.183594
	Iteration 44Q: 3 clusters Score -1311234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1311241.625000 Penalty: 4813.183594
	Iteration 45Q: 3 clusters Score -1311242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1311248.375000 Penalty: 4813.183594
	Iteration 46Q: 3 clusters Score -1311248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1311249.375000 Penalty: 4813.183594
	Iteration 47Q: 3 clusters Score -1311249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1311251.000000 Penalty: 4813.183594
	Iteration 48Q: 3 clusters Score -1311251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1311250.750000 Penalty: 4813.183594
	Iteration 49Q: 3 clusters Score -1311251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1311254.375000 Penalty: 4813.183594
	Iteration 50Q: 3 clusters Score -1311254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1311253.875000 Penalty: 4813.183594
	Iteration 51Q: 3 clusters Score -1311254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1311253.750000 Penalty: 4813.183594
	Iteration 52Q: 3 clusters Score -1311254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1311255.750000 Penalty: 4813.183594
	Iteration 53Q: 3 clusters Score -1311256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1311256.625000 Penalty: 4813.183594
	Iteration 54Q: 3 clusters Score -1311257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1311256.000000 Penalty: 4813.183594
	Iteration 55Q: 3 clusters Score -1311256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1311256.000000 Penalty: 4813.183594
	Iteration 56Q: 3 clusters Score -1311256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1311258.750000 Penalty: 4813.183594
	Iteration 57Q: 3 clusters Score -1311259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1311259.625000 Penalty: 4813.183594
	Iteration 58Q: 3 clusters Score -1311260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1311260.250000 Penalty: 4813.183594
	Iteration 59Q: 3 clusters Score -1311260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1311260.250000 Penalty: 4813.183594
	Iteration 60F: 3 clusters Score -1311260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (253374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253374 members 
Entering Unmasked Estep 
Score: -20473868.000000 Penalty: 3085.770264
	Iteration 0F: 2 clusters Score -2.047387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
Score: -20303576.000000 Penalty: 6171.540527
	Iteration 0F: 3 clusters Score -2.030358e+07 nChanged 122419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 134523 members 
Entering Unmasked Estep 
Score: -20377216.000000 Penalty: 6171.540527
	Iteration 1F: 3 clusters Score -2.037722e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -20379318.000000 Penalty: 6171.540527
	Iteration 2Q: 3 clusters Score -2.037932e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -20382652.000000 Penalty: 6171.540527
	Iteration 3Q: 3 clusters Score -2.038265e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 158739 members 
Entering Unmasked Estep 
Score: -20388670.000000 Penalty: 6171.540527
	Iteration 4Q: 3 clusters Score -2.038867e+07 nChanged 16418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 174619 members 
Entering Unmasked Estep 
Score: -20399166.000000 Penalty: 6171.540527
	Iteration 5F: 3 clusters Score -2.039917e+07 nChanged 20118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -20415644.000000 Penalty: 6171.540527
	Iteration 6F: 3 clusters Score -2.041564e+07 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 215836 members 
Entering Unmasked Estep 
Score: -20435732.000000 Penalty: 6171.540527
	Iteration 7F: 3 clusters Score -2.043573e+07 nChanged 17021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 232839 members 
Entering Unmasked Estep 
Score: -20452492.000000 Penalty: 6171.540527
	Iteration 8F: 3 clusters Score -2.045249e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 243270 members 
Entering Unmasked Estep 
Score: -20462510.000000 Penalty: 6171.540527
	Iteration 9Q: 3 clusters Score -2.046251e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 248535 members 
Entering Unmasked Estep 
Score: -20467338.000000 Penalty: 6171.540527
	Iteration 10Q: 3 clusters Score -2.046734e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 250892 members 
Entering Unmasked Estep 
Score: -20469434.000000 Penalty: 6171.540527
	Iteration 11Q: 3 clusters Score -2.046943e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 251874 members 
Entering Unmasked Estep 
Score: -20470336.000000 Penalty: 6171.540527
	Iteration 12Q: 3 clusters Score -2.047034e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 252293 members 
Entering Unmasked Estep 
Score: -20470708.000000 Penalty: 6171.540527
	Iteration 13Q: 3 clusters Score -2.047071e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 252477 members 
Entering Unmasked Estep 
Score: -20470902.000000 Penalty: 6171.540527
	Iteration 14Q: 3 clusters Score -2.04709e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 252584 members 
Entering Unmasked Estep 
Score: -20471022.000000 Penalty: 6171.540527
	Iteration 15Q: 3 clusters Score -2.047102e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 252643 members 
Entering Unmasked Estep 
Score: -20471098.000000 Penalty: 6171.540527
	Iteration 16Q: 3 clusters Score -2.04711e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 252697 members 
Entering Unmasked Estep 
Score: -20471150.000000 Penalty: 6171.540527
	Iteration 17Q: 3 clusters Score -2.047115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 252734 members 
Entering Unmasked Estep 
Score: -20471190.000000 Penalty: 6171.540527
	Iteration 18Q: 3 clusters Score -2.047119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 252757 members 
Entering Unmasked Estep 
Score: -20471206.000000 Penalty: 6171.540527
	Iteration 19Q: 3 clusters Score -2.047121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 252780 members 
Entering Unmasked Estep 
Score: -20471222.000000 Penalty: 6171.540527
	Iteration 20F: 3 clusters Score -2.047122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 252793 members 
Entering Unmasked Estep 
Score: -20471244.000000 Penalty: 6171.540527
	Iteration 21Q: 3 clusters Score -2.047124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 252797 members 
Entering Unmasked Estep 
Score: -20471270.000000 Penalty: 6171.540527
	Iteration 22Q: 3 clusters Score -2.047127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 252803 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 6171.540527
	Iteration 23Q: 3 clusters Score -2.047129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 252809 members 
Entering Unmasked Estep 
Score: -20471288.000000 Penalty: 6171.540527
	Iteration 24Q: 3 clusters Score -2.047129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 252816 members 
Entering Unmasked Estep 
Score: -20471308.000000 Penalty: 6171.540527
	Iteration 25Q: 3 clusters Score -2.047131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 252818 members 
Entering Unmasked Estep 
Score: -20471316.000000 Penalty: 6171.540527
	Iteration 26Q: 3 clusters Score -2.047132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 252821 members 
Entering Unmasked Estep 
Score: -20471308.000000 Penalty: 6171.540527
	Iteration 27Q: 3 clusters Score -2.047131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 252824 members 
Entering Unmasked Estep 
Score: -20471302.000000 Penalty: 6171.540527
	Iteration 28Q: 3 clusters Score -2.04713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 252827 members 
Entering Unmasked Estep 
Score: -20471298.000000 Penalty: 6171.540527
	Iteration 29Q: 3 clusters Score -2.04713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 252826 members 
Entering Unmasked Estep 
Score: -20471302.000000 Penalty: 6171.540527
	Iteration 30Q: 3 clusters Score -2.04713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 252826 members 
Entering Unmasked Estep 
Score: -20471304.000000 Penalty: 6171.540527
	Iteration 31Q: 3 clusters Score -2.04713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 252826 members 
Entering Unmasked Estep 
Score: -20471304.000000 Penalty: 6171.540527
	Iteration 32Q: 3 clusters Score -2.04713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 252827 members 
Entering Unmasked Estep 
Score: -20471320.000000 Penalty: 6171.540527
	Iteration 33Q: 3 clusters Score -2.047132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 252826 members 
Entering Unmasked Estep 
Score: -20471316.000000 Penalty: 6171.540527
	Iteration 34Q: 3 clusters Score -2.047132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 252826 members 
Entering Unmasked Estep 
Score: -20471316.000000 Penalty: 6171.540527
	Iteration 35F: 3 clusters Score -2.047132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -152933.000000 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -152933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -150272.359375 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -150272.4 nChanged 669
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: -150734.343750 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -150734.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -150841.953125 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -150842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -150908.953125 Penalty: 3790.454102
	Iteration 3Q: 3 clusters Score -150909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -150979.296875 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -150979.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -151049.812500 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -151049.8 nChanged 47
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: -151092.828125 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -151092.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -151138.796875 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -151138.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -151177.937500 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -151177.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -151220.578125 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -151220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -151264.125000 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -151264.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -151307.140625 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -151307.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -151351.062500 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -151351.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -151385.750000 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -151385.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -151412.156250 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -151412.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -151432.703125 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -151432.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -151448.421875 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -151448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -151464.468750 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -151464.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -151474.343750 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -151474.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -151483.000000 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -151483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -151487.718750 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -151487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -151493.421875 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -151493.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -151497.859375 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -151497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -151506.562500 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -151506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -151512.796875 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -151512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -151519.875000 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -151519.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -151530.703125 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -151530.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -151544.750000 Penalty: 3790.454102
	Iteration 27Q: 3 clusters Score -151544.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -151567.921875 Penalty: 3790.454102
	Iteration 28Q: 3 clusters Score -151567.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -151609.890625 Penalty: 3790.454102
	Iteration 29Q: 3 clusters Score -151609.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151710.875000 Penalty: 3790.454102
	Iteration 30Q: 3 clusters Score -151710.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -151857.250000 Penalty: 3790.454102
	Iteration 31Q: 3 clusters Score -151857.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152036.656250 Penalty: 3790.454102
	Iteration 32Q: 3 clusters Score -152036.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152205.203125 Penalty: 3790.454102
	Iteration 33Q: 3 clusters Score -152205.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152325.015625 Penalty: 3790.454102
	Iteration 34Q: 3 clusters Score -152325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152395.750000 Penalty: 3790.454102
	Iteration 35Q: 3 clusters Score -152395.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152441.171875 Penalty: 3790.454102
	Iteration 36Q: 3 clusters Score -152441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152453.375000 Penalty: 3790.454102
	Iteration 37Q: 3 clusters Score -152453.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -152458.171875 Penalty: 3790.454102
	Iteration 38Q: 3 clusters Score -152458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -152459.437500 Penalty: 3790.454102
	Iteration 39Q: 3 clusters Score -152459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -152459.875000 Penalty: 3790.454102
	Iteration 40F: 3 clusters Score -152459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -431207.093750 Penalty: 2144.061768
	Iteration 0F: 2 clusters Score -431207.1 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 2810 members 
Entering Unmasked Estep 
Score: -426303.375000 Penalty: 4288.123535
	Iteration 0F: 3 clusters Score -426303.4 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -427595.968750 Penalty: 4288.123535
	Iteration 1F: 3 clusters Score -427596 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -427913.000000 Penalty: 4288.123535
	Iteration 2F: 3 clusters Score -427913 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -428147.875000 Penalty: 4288.123535
	Iteration 3F: 3 clusters Score -428147.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -428344.468750 Penalty: 4288.123535
	Iteration 4Q: 3 clusters Score -428344.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -428554.343750 Penalty: 4288.123535
	Iteration 5Q: 3 clusters Score -428554.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -428779.093750 Penalty: 4288.123535
	Iteration 6Q: 3 clusters Score -428779.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -429050.906250 Penalty: 4288.123535
	Iteration 7Q: 3 clusters Score -429050.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -429402.593750 Penalty: 4288.123535
	Iteration 8F: 3 clusters Score -429402.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -429733.500000 Penalty: 4288.123535
	Iteration 9Q: 3 clusters Score -429733.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -430028.187500 Penalty: 4288.123535
	Iteration 10Q: 3 clusters Score -430028.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -430272.406250 Penalty: 4288.123535
	Iteration 11Q: 3 clusters Score -430272.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -430418.968750 Penalty: 4288.123535
	Iteration 12Q: 3 clusters Score -430419 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -430532.343750 Penalty: 4288.123535
	Iteration 13Q: 3 clusters Score -430532.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -430596.781250 Penalty: 4288.123535
	Iteration 14Q: 3 clusters Score -430596.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -430633.906250 Penalty: 4288.123535
	Iteration 15Q: 3 clusters Score -430633.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -430654.375000 Penalty: 4288.123535
	Iteration 16Q: 3 clusters Score -430654.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -430670.781250 Penalty: 4288.123535
	Iteration 17Q: 3 clusters Score -430670.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -430679.968750 Penalty: 4288.123535
	Iteration 18Q: 3 clusters Score -430680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -430685.156250 Penalty: 4288.123535
	Iteration 19Q: 3 clusters Score -430685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -430687.406250 Penalty: 4288.123535
	Iteration 20F: 3 clusters Score -430687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -430689.062500 Penalty: 4288.123535
	Iteration 21Q: 3 clusters Score -430689.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -430689.062500 Penalty: 4288.123535
	Iteration 22F: 3 clusters Score -430689.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -683009.187500 Penalty: 2251.982178
	Iteration 0F: 2 clusters Score -683009.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -676023.937500 Penalty: 4503.964355
	Iteration 0F: 3 clusters Score -676023.9 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -677920.062500 Penalty: 4503.964355
	Iteration 1F: 3 clusters Score -677920.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -678199.000000 Penalty: 4503.964355
	Iteration 2F: 3 clusters Score -678199 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -678434.250000 Penalty: 4503.964355
	Iteration 3F: 3 clusters Score -678434.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -678641.750000 Penalty: 4503.964355
	Iteration 4Q: 3 clusters Score -678641.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -678851.125000 Penalty: 4503.964355
	Iteration 5Q: 3 clusters Score -678851.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -679074.750000 Penalty: 4503.964355
	Iteration 6Q: 3 clusters Score -679074.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -679360.000000 Penalty: 4503.964355
	Iteration 7Q: 3 clusters Score -679360 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -679765.062500 Penalty: 4503.964355
	Iteration 8F: 3 clusters Score -679765.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -680223.625000 Penalty: 4503.964355
	Iteration 9F: 3 clusters Score -680223.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -680598.062500 Penalty: 4503.964355
	Iteration 10F: 3 clusters Score -680598.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -680878.062500 Penalty: 4503.964355
	Iteration 11Q: 3 clusters Score -680878.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -681071.187500 Penalty: 4503.964355
	Iteration 12Q: 3 clusters Score -681071.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -681196.187500 Penalty: 4503.964355
	Iteration 13Q: 3 clusters Score -681196.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -681266.562500 Penalty: 4503.964355
	Iteration 14Q: 3 clusters Score -681266.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -681331.250000 Penalty: 4503.964355
	Iteration 15Q: 3 clusters Score -681331.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -681362.562500 Penalty: 4503.964355
	Iteration 16Q: 3 clusters Score -681362.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -681378.937500 Penalty: 4503.964355
	Iteration 17Q: 3 clusters Score -681378.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -681391.375000 Penalty: 4503.964355
	Iteration 18Q: 3 clusters Score -681391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -681401.750000 Penalty: 4503.964355
	Iteration 19Q: 3 clusters Score -681401.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -681409.312500 Penalty: 4503.964355
	Iteration 20F: 3 clusters Score -681409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -681414.875000 Penalty: 4503.964355
	Iteration 21Q: 3 clusters Score -681414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -681419.750000 Penalty: 4503.964355
	Iteration 22Q: 3 clusters Score -681419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -681421.437500 Penalty: 4503.964355
	Iteration 23Q: 3 clusters Score -681421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -681421.812500 Penalty: 4503.964355
	Iteration 24Q: 3 clusters Score -681421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -681422.437500 Penalty: 4503.964355
	Iteration 25Q: 3 clusters Score -681422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -681423.812500 Penalty: 4503.964355
	Iteration 26Q: 3 clusters Score -681423.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -681424.062500 Penalty: 4503.964355
	Iteration 27Q: 3 clusters Score -681424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -681424.437500 Penalty: 4503.964355
	Iteration 28Q: 3 clusters Score -681424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -681425.250000 Penalty: 4503.964355
	Iteration 29Q: 3 clusters Score -681425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -681425.250000 Penalty: 4503.964355
	Iteration 30F: 3 clusters Score -681425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19650 members 
Mstep: Class 3 contains 20425 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 20856 members 
Mstep: Class 9 contains 14096 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16704 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 33703 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38190 members 
Mstep: Class 19 contains 8667 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32229 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14122 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844882 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8820 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16383 members 
Mstep: Class 33 contains 253374 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 37 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804000.000000 Penalty: 128699.546875
Iteration 199Q: 37 clusters Score -1.42804e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19649 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 20863 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 16710 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33700 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38186 members 
Mstep: Class 19 contains 8665 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32229 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14125 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844873 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8836 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 16381 members 
Mstep: Class 33 contains 253382 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 37 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 200F: 37 clusters Score -1.428039e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 20869 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11700 members 
Mstep: Class 13 contains 16713 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 33697 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14128 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844864 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8857 members 
Mstep: Class 31 contains 97552 members 
Mstep: Class 32 contains 16380 members 
Mstep: Class 33 contains 253390 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 37 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803760.000000 Penalty: 128699.546875
Iteration 201Q: 37 clusters Score -1.428038e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 20880 members 
Mstep: Class 9 contains 14073 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 16716 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33692 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38181 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32231 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3896 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844850 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8880 members 
Mstep: Class 31 contains 97552 members 
Mstep: Class 32 contains 16375 members 
Mstep: Class 33 contains 253395 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 37 contains 8781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803808.000000 Penalty: 128699.546875
Iteration 202Q: 37 clusters Score -1.428038e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20424 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 20888 members 
Mstep: Class 9 contains 14060 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 16722 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33690 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38178 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 14128 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844841 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 97549 members 
Mstep: Class 32 contains 16374 members 
Mstep: Class 33 contains 253405 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 37 contains 8776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803808.000000 Penalty: 128699.546875
Iteration 203Q: 37 clusters Score -1.428038e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 20902 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 16726 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 33684 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38178 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844835 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8912 members 
Mstep: Class 31 contains 97550 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 253410 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5684 members 
Mstep: Class 37 contains 8767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803872.000000 Penalty: 128699.546875
Iteration 204Q: 37 clusters Score -1.428039e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 20912 members 
Mstep: Class 9 contains 14037 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 16733 members 
Mstep: Class 14 contains 18004 members 
Mstep: Class 15 contains 33683 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38175 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844831 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8932 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 253418 members 
Mstep: Class 34 contains 2085 members 
Mstep: Class 35 contains 5685 members 
Mstep: Class 37 contains 8762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803920.000000 Penalty: 128699.546875
Iteration 205Q: 37 clusters Score -1.428039e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 20916 members 
Mstep: Class 9 contains 14031 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 16734 members 
Mstep: Class 14 contains 18002 members 
Mstep: Class 15 contains 33681 members 
Mstep: Class 16 contains 3110 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38173 members 
Mstep: Class 19 contains 8617 members 
Mstep: Class 20 contains 50409 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844810 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8945 members 
Mstep: Class 31 contains 97549 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 253431 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 37 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804000.000000 Penalty: 128699.546875
Iteration 206Q: 37 clusters Score -1.42804e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3607 members 
Mstep: Class 8 contains 20920 members 
Mstep: Class 9 contains 14024 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 16736 members 
Mstep: Class 14 contains 18002 members 
Mstep: Class 15 contains 33681 members 
Mstep: Class 16 contains 3109 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38170 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 50410 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 14129 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844798 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8955 members 
Mstep: Class 31 contains 97550 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 253439 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 37 contains 8757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 207Q: 37 clusters Score -1.428039e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 20919 members 
Mstep: Class 9 contains 14018 members 
Mstep: Class 10 contains 160438 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16738 members 
Mstep: Class 14 contains 18000 members 
Mstep: Class 15 contains 33681 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38169 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 20 contains 50412 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14130 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844783 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 97551 members 
Mstep: Class 32 contains 16385 members 
Mstep: Class 33 contains 253445 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 37 contains 8755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 208Q: 37 clusters Score -1.42804e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 20919 members 
Mstep: Class 9 contains 14015 members 
Mstep: Class 10 contains 160439 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 33681 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38169 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 50415 members 
Mstep: Class 21 contains 32230 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14130 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844773 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8964 members 
Mstep: Class 31 contains 97551 members 
Mstep: Class 32 contains 16388 members 
Mstep: Class 33 contains 253448 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5686 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803888.000000 Penalty: 128699.546875
Iteration 209Q: 37 clusters Score -1.428039e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3604 members 
Mstep: Class 8 contains 20921 members 
Mstep: Class 9 contains 14015 members 
Mstep: Class 10 contains 160436 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33682 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38167 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 50417 members 
Mstep: Class 21 contains 32227 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14130 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844767 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8969 members 
Mstep: Class 31 contains 97552 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253449 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804016.000000 Penalty: 128699.546875
Iteration 210Q: 37 clusters Score -1.42804e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19647 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 20923 members 
Mstep: Class 9 contains 14015 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33685 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38166 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 50418 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844763 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8973 members 
Mstep: Class 31 contains 97552 members 
Mstep: Class 32 contains 16392 members 
Mstep: Class 33 contains 253453 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804064.000000 Penalty: 128699.546875
Iteration 211Q: 37 clusters Score -1.428041e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19646 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 35033 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 20926 members 
Mstep: Class 9 contains 14017 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33684 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38165 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50419 members 
Mstep: Class 21 contains 32225 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14132 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844754 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 97551 members 
Mstep: Class 32 contains 16391 members 
Mstep: Class 33 contains 253463 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 212Q: 37 clusters Score -1.42804e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19646 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 20931 members 
Mstep: Class 9 contains 14014 members 
Mstep: Class 10 contains 160433 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 33686 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38164 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14133 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844737 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 97552 members 
Mstep: Class 32 contains 16393 members 
Mstep: Class 33 contains 253463 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803920.000000 Penalty: 128699.546875
Iteration 213Q: 37 clusters Score -1.428039e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19644 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 20931 members 
Mstep: Class 9 contains 14012 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16740 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 33684 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14136 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844730 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 8987 members 
Mstep: Class 31 contains 97551 members 
Mstep: Class 32 contains 16395 members 
Mstep: Class 33 contains 253470 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 214Q: 37 clusters Score -1.428039e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 19643 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 20931 members 
Mstep: Class 9 contains 14009 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 33681 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38161 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844723 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8990 members 
Mstep: Class 31 contains 97551 members 
Mstep: Class 32 contains 16397 members 
Mstep: Class 33 contains 253476 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5688 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803856.000000 Penalty: 128699.546875
Iteration 215Q: 37 clusters Score -1.428039e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 19644 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 20934 members 
Mstep: Class 9 contains 14008 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33678 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38161 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844717 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8992 members 
Mstep: Class 31 contains 97550 members 
Mstep: Class 32 contains 16398 members 
Mstep: Class 33 contains 253480 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803872.000000 Penalty: 128699.546875
Iteration 216Q: 37 clusters Score -1.428039e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 19642 members 
Mstep: Class 3 contains 20427 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20937 members 
Mstep: Class 9 contains 14005 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844719 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8993 members 
Mstep: Class 31 contains 97550 members 
Mstep: Class 32 contains 16397 members 
Mstep: Class 33 contains 253484 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803904.000000 Penalty: 128699.546875
Iteration 217Q: 37 clusters Score -1.428039e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 19640 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20944 members 
Mstep: Class 9 contains 14000 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33678 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844718 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8994 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16397 members 
Mstep: Class 33 contains 253483 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803984.000000 Penalty: 128699.546875
Iteration 218Q: 37 clusters Score -1.42804e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19639 members 
Mstep: Class 3 contains 20426 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 20950 members 
Mstep: Class 9 contains 13994 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33678 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38160 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844716 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8996 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253483 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804016.000000 Penalty: 128699.546875
Iteration 219Q: 37 clusters Score -1.42804e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19638 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20954 members 
Mstep: Class 9 contains 13994 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 32224 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844712 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8996 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253484 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804032.000000 Penalty: 128699.546875
Iteration 220F: 37 clusters Score -1.42804e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 35035 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 20 contains 50423 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844711 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8996 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253483 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804016.000000 Penalty: 128699.546875
Iteration 221Q: 37 clusters Score -1.42804e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13994 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 8610 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844710 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8996 members 
Mstep: Class 31 contains 97546 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253481 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804016.000000 Penalty: 128699.546875
Iteration 222Q: 37 clusters Score -1.42804e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20429 members 
Mstep: Class 4 contains 35034 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844706 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97546 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253481 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804016.000000 Penalty: 128699.546875
Iteration 223Q: 37 clusters Score -1.42804e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20430 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844706 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253480 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803984.000000 Penalty: 128699.546875
Iteration 224Q: 37 clusters Score -1.42804e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20431 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 8608 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844707 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97546 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253481 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803984.000000 Penalty: 128699.546875
Iteration 225Q: 37 clusters Score -1.42804e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844707 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253482 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803968.000000 Penalty: 128699.546875
Iteration 226Q: 37 clusters Score -1.42804e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 50425 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844707 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253483 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 227Q: 37 clusters Score -1.428039e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19637 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 20956 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33675 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38158 members 
Mstep: Class 19 contains 8603 members 
Mstep: Class 20 contains 50426 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844706 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253484 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 228Q: 37 clusters Score -1.428039e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160432 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16742 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50427 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844704 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253484 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 229Q: 37 clusters Score -1.42804e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20957 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16744 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844703 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97548 members 
Mstep: Class 32 contains 16395 members 
Mstep: Class 33 contains 253484 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 230Q: 37 clusters Score -1.42804e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20958 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16745 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844702 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253484 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 231Q: 37 clusters Score -1.428039e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20432 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20957 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16746 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844701 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16397 members 
Mstep: Class 33 contains 253485 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803936.000000 Penalty: 128699.546875
Iteration 232Q: 37 clusters Score -1.428039e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20433 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20957 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844700 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16396 members 
Mstep: Class 33 contains 253486 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 233Q: 37 clusters Score -1.42804e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20957 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16749 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844700 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253486 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804000.000000 Penalty: 128699.546875
Iteration 234Q: 37 clusters Score -1.42804e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20958 members 
Mstep: Class 9 contains 13996 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16749 members 
Mstep: Class 14 contains 17992 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2970 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844700 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16393 members 
Mstep: Class 33 contains 253486 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 235Q: 37 clusters Score -1.42804e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20436 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20958 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17992 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32223 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2971 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844700 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97547 members 
Mstep: Class 32 contains 16393 members 
Mstep: Class 33 contains 253486 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803968.000000 Penalty: 128699.546875
Iteration 236Q: 37 clusters Score -1.42804e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20958 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844697 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97546 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253486 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803888.000000 Penalty: 128699.546875
Iteration 237Q: 37 clusters Score -1.428039e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844696 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97545 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253487 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 238Q: 37 clusters Score -1.42804e+08 nChanged 0
Entering ConstructFrom: 
Score: -142803952.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (27512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Entering Unmasked Estep 
Score: -2286081.750000 Penalty: 2535.149658
	Iteration 0F: 2 clusters Score -2286082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2267160.750000 Penalty: 5070.299316
	Iteration 0F: 3 clusters Score -2267161 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2273717.000000 Penalty: 5070.299316
	Iteration 1F: 3 clusters Score -2273717 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2274092.000000 Penalty: 5070.299316
	Iteration 2Q: 3 clusters Score -2274092 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2274410.250000 Penalty: 5070.299316
	Iteration 3Q: 3 clusters Score -2274410 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2274662.250000 Penalty: 5070.299316
	Iteration 4Q: 3 clusters Score -2274662 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2274912.000000 Penalty: 5070.299316
	Iteration 5Q: 3 clusters Score -2274912 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2275154.500000 Penalty: 5070.299316
	Iteration 6Q: 3 clusters Score -2275154 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2275363.500000 Penalty: 5070.299316
	Iteration 7Q: 3 clusters Score -2275364 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2275595.500000 Penalty: 5070.299316
	Iteration 8Q: 3 clusters Score -2275596 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2275843.500000 Penalty: 5070.299316
	Iteration 9Q: 3 clusters Score -2275844 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2276196.000000 Penalty: 5070.299316
	Iteration 10Q: 3 clusters Score -2276196 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2276646.250000 Penalty: 5070.299316
	Iteration 11Q: 3 clusters Score -2276646 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2277272.750000 Penalty: 5070.299316
	Iteration 12Q: 3 clusters Score -2277273 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2278093.750000 Penalty: 5070.299316
	Iteration 13Q: 3 clusters Score -2278094 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2278980.750000 Penalty: 5070.299316
	Iteration 14Q: 3 clusters Score -2278981 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2279725.750000 Penalty: 5070.299316
	Iteration 15Q: 3 clusters Score -2279726 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2280175.750000 Penalty: 5070.299316
	Iteration 16Q: 3 clusters Score -2280176 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2280492.000000 Penalty: 5070.299316
	Iteration 17Q: 3 clusters Score -2280492 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2280707.750000 Penalty: 5070.299316
	Iteration 18Q: 3 clusters Score -2280708 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2280893.250000 Penalty: 5070.299316
	Iteration 19Q: 3 clusters Score -2280893 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2281064.750000 Penalty: 5070.299316
	Iteration 20F: 3 clusters Score -2281065 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2281233.250000 Penalty: 5070.299316
	Iteration 21Q: 3 clusters Score -2281233 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2281406.000000 Penalty: 5070.299316
	Iteration 22Q: 3 clusters Score -2281406 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2281569.500000 Penalty: 5070.299316
	Iteration 23Q: 3 clusters Score -2281570 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2281725.250000 Penalty: 5070.299316
	Iteration 24Q: 3 clusters Score -2281725 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2281859.750000 Penalty: 5070.299316
	Iteration 25Q: 3 clusters Score -2281860 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2282016.000000 Penalty: 5070.299316
	Iteration 26Q: 3 clusters Score -2282016 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2282150.500000 Penalty: 5070.299316
	Iteration 27Q: 3 clusters Score -2282150 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2282283.750000 Penalty: 5070.299316
	Iteration 28Q: 3 clusters Score -2282284 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2282421.000000 Penalty: 5070.299316
	Iteration 29Q: 3 clusters Score -2282421 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2282557.000000 Penalty: 5070.299316
	Iteration 30Q: 3 clusters Score -2282557 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2282676.750000 Penalty: 5070.299316
	Iteration 31Q: 3 clusters Score -2282677 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2282794.000000 Penalty: 5070.299316
	Iteration 32Q: 3 clusters Score -2282794 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2282900.750000 Penalty: 5070.299316
	Iteration 33Q: 3 clusters Score -2282901 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2283020.250000 Penalty: 5070.299316
	Iteration 34Q: 3 clusters Score -2283020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2283145.750000 Penalty: 5070.299316
	Iteration 35Q: 3 clusters Score -2283146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2283260.500000 Penalty: 5070.299316
	Iteration 36Q: 3 clusters Score -2283260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2283357.250000 Penalty: 5070.299316
	Iteration 37Q: 3 clusters Score -2283357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2283437.250000 Penalty: 5070.299316
	Iteration 38Q: 3 clusters Score -2283437 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2283506.250000 Penalty: 5070.299316
	Iteration 39Q: 3 clusters Score -2283506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2283564.500000 Penalty: 5070.299316
	Iteration 40F: 3 clusters Score -2283564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2283608.000000 Penalty: 5070.299316
	Iteration 41Q: 3 clusters Score -2283608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2283648.250000 Penalty: 5070.299316
	Iteration 42Q: 3 clusters Score -2283648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2283695.500000 Penalty: 5070.299316
	Iteration 43Q: 3 clusters Score -2283696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2283714.250000 Penalty: 5070.299316
	Iteration 44Q: 3 clusters Score -2283714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2283745.000000 Penalty: 5070.299316
	Iteration 45Q: 3 clusters Score -2283745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2283769.500000 Penalty: 5070.299316
	Iteration 46Q: 3 clusters Score -2283770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2283796.000000 Penalty: 5070.299316
	Iteration 47Q: 3 clusters Score -2283796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2283808.000000 Penalty: 5070.299316
	Iteration 48Q: 3 clusters Score -2283808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2283836.250000 Penalty: 5070.299316
	Iteration 49Q: 3 clusters Score -2283836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2283867.250000 Penalty: 5070.299316
	Iteration 50Q: 3 clusters Score -2283867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2283908.500000 Penalty: 5070.299316
	Iteration 51Q: 3 clusters Score -2283908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2283925.750000 Penalty: 5070.299316
	Iteration 52Q: 3 clusters Score -2283926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2283934.750000 Penalty: 5070.299316
	Iteration 53Q: 3 clusters Score -2283935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2283938.500000 Penalty: 5070.299316
	Iteration 54Q: 3 clusters Score -2283938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2283944.000000 Penalty: 5070.299316
	Iteration 55Q: 3 clusters Score -2283944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2283945.500000 Penalty: 5070.299316
	Iteration 56Q: 3 clusters Score -2283946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2283947.250000 Penalty: 5070.299316
	Iteration 57Q: 3 clusters Score -2283947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2283949.250000 Penalty: 5070.299316
	Iteration 58Q: 3 clusters Score -2283949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2283946.750000 Penalty: 5070.299316
	Iteration 59Q: 3 clusters Score -2283947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2283947.500000 Penalty: 5070.299316
	Iteration 60F: 3 clusters Score -2283948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2283949.250000 Penalty: 5070.299316
	Iteration 61Q: 3 clusters Score -2283949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2283946.500000 Penalty: 5070.299316
	Iteration 62Q: 3 clusters Score -2283946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2283946.000000 Penalty: 5070.299316
	Iteration 63Q: 3 clusters Score -2283946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2283947.750000 Penalty: 5070.299316
	Iteration 64Q: 3 clusters Score -2283948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2283951.750000 Penalty: 5070.299316
	Iteration 65Q: 3 clusters Score -2283952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2283952.250000 Penalty: 5070.299316
	Iteration 66Q: 3 clusters Score -2283952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2283954.250000 Penalty: 5070.299316
	Iteration 67Q: 3 clusters Score -2283954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2283952.250000 Penalty: 5070.299316
	Iteration 68Q: 3 clusters Score -2283952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2283952.250000 Penalty: 5070.299316
	Iteration 69F: 3 clusters Score -2283952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Entering Unmasked Estep 
Score: -1534506.500000 Penalty: 2451.509521
	Iteration 0F: 2 clusters Score -1534506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1520655.875000 Penalty: 4903.019043
	Iteration 0F: 3 clusters Score -1520656 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1525485.125000 Penalty: 4903.019043
	Iteration 1F: 3 clusters Score -1525485 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1526012.750000 Penalty: 4903.019043
	Iteration 2F: 3 clusters Score -1526013 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1526511.750000 Penalty: 4903.019043
	Iteration 3F: 3 clusters Score -1526512 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1527091.875000 Penalty: 4903.019043
	Iteration 4F: 3 clusters Score -1527092 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1527796.250000 Penalty: 4903.019043
	Iteration 5F: 3 clusters Score -1527796 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1528635.000000 Penalty: 4903.019043
	Iteration 6F: 3 clusters Score -1528635 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1529583.625000 Penalty: 4903.019043
	Iteration 7F: 3 clusters Score -1529584 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1530499.125000 Penalty: 4903.019043
	Iteration 8F: 3 clusters Score -1530499 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1531235.000000 Penalty: 4903.019043
	Iteration 9Q: 3 clusters Score -1531235 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1531701.000000 Penalty: 4903.019043
	Iteration 10Q: 3 clusters Score -1531701 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1532005.500000 Penalty: 4903.019043
	Iteration 11Q: 3 clusters Score -1532006 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1532182.375000 Penalty: 4903.019043
	Iteration 12Q: 3 clusters Score -1532182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1532293.250000 Penalty: 4903.019043
	Iteration 13Q: 3 clusters Score -1532293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1532395.375000 Penalty: 4903.019043
	Iteration 14Q: 3 clusters Score -1532395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1532459.000000 Penalty: 4903.019043
	Iteration 15Q: 3 clusters Score -1532459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1532499.875000 Penalty: 4903.019043
	Iteration 16Q: 3 clusters Score -1532500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1532519.000000 Penalty: 4903.019043
	Iteration 17Q: 3 clusters Score -1532519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1532535.500000 Penalty: 4903.019043
	Iteration 18Q: 3 clusters Score -1532536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1532550.375000 Penalty: 4903.019043
	Iteration 19Q: 3 clusters Score -1532550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1532554.375000 Penalty: 4903.019043
	Iteration 20F: 3 clusters Score -1532554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1532553.625000 Penalty: 4903.019043
	Iteration 21Q: 3 clusters Score -1532554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1532558.250000 Penalty: 4903.019043
	Iteration 22Q: 3 clusters Score -1532558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1532562.750000 Penalty: 4903.019043
	Iteration 23Q: 3 clusters Score -1532563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1532562.750000 Penalty: 4903.019043
	Iteration 24F: 3 clusters Score -1532563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Entering Unmasked Estep 
Score: -1425859.000000 Penalty: 2461.425293
	Iteration 0F: 2 clusters Score -1425859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1411523.750000 Penalty: 4922.850586
	Iteration 0F: 3 clusters Score -1411524 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1416614.125000 Penalty: 4922.850586
	Iteration 1F: 3 clusters Score -1416614 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1417252.625000 Penalty: 4922.850586
	Iteration 2F: 3 clusters Score -1417253 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1417865.500000 Penalty: 4922.850586
	Iteration 3F: 3 clusters Score -1417866 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1418426.750000 Penalty: 4922.850586
	Iteration 4F: 3 clusters Score -1418427 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1418945.250000 Penalty: 4922.850586
	Iteration 5Q: 3 clusters Score -1418945 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1419483.875000 Penalty: 4922.850586
	Iteration 6Q: 3 clusters Score -1419484 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1419999.625000 Penalty: 4922.850586
	Iteration 7Q: 3 clusters Score -1420000 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1420505.750000 Penalty: 4922.850586
	Iteration 8Q: 3 clusters Score -1420506 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1421068.500000 Penalty: 4922.850586
	Iteration 9Q: 3 clusters Score -1421068 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1421566.000000 Penalty: 4922.850586
	Iteration 10Q: 3 clusters Score -1421566 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1422039.250000 Penalty: 4922.850586
	Iteration 11Q: 3 clusters Score -1422039 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1422452.500000 Penalty: 4922.850586
	Iteration 12Q: 3 clusters Score -1422452 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1422794.375000 Penalty: 4922.850586
	Iteration 13Q: 3 clusters Score -1422794 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1423055.500000 Penalty: 4922.850586
	Iteration 14Q: 3 clusters Score -1423056 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1423261.250000 Penalty: 4922.850586
	Iteration 15Q: 3 clusters Score -1423261 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1423449.125000 Penalty: 4922.850586
	Iteration 16Q: 3 clusters Score -1423449 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1423610.625000 Penalty: 4922.850586
	Iteration 17Q: 3 clusters Score -1423611 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1423718.500000 Penalty: 4922.850586
	Iteration 18Q: 3 clusters Score -1423718 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1423786.875000 Penalty: 4922.850586
	Iteration 19Q: 3 clusters Score -1423787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1423843.250000 Penalty: 4922.850586
	Iteration 20F: 3 clusters Score -1423843 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1423899.750000 Penalty: 4922.850586
	Iteration 21Q: 3 clusters Score -1423900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1423944.000000 Penalty: 4922.850586
	Iteration 22Q: 3 clusters Score -1423944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1423989.500000 Penalty: 4922.850586
	Iteration 23Q: 3 clusters Score -1423990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1424024.875000 Penalty: 4922.850586
	Iteration 24Q: 3 clusters Score -1424025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1424054.250000 Penalty: 4922.850586
	Iteration 25Q: 3 clusters Score -1424054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1424091.500000 Penalty: 4922.850586
	Iteration 26Q: 3 clusters Score -1424092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1424126.375000 Penalty: 4922.850586
	Iteration 27Q: 3 clusters Score -1424126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1424170.625000 Penalty: 4922.850586
	Iteration 28Q: 3 clusters Score -1424171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1424203.125000 Penalty: 4922.850586
	Iteration 29Q: 3 clusters Score -1424203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1424233.625000 Penalty: 4922.850586
	Iteration 30Q: 3 clusters Score -1424234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1424246.875000 Penalty: 4922.850586
	Iteration 31Q: 3 clusters Score -1424247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1424260.000000 Penalty: 4922.850586
	Iteration 32Q: 3 clusters Score -1424260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1424268.750000 Penalty: 4922.850586
	Iteration 33Q: 3 clusters Score -1424269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1424281.125000 Penalty: 4922.850586
	Iteration 34Q: 3 clusters Score -1424281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1424293.375000 Penalty: 4922.850586
	Iteration 35Q: 3 clusters Score -1424293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1424297.625000 Penalty: 4922.850586
	Iteration 36Q: 3 clusters Score -1424298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1424300.375000 Penalty: 4922.850586
	Iteration 37Q: 3 clusters Score -1424300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1424297.000000 Penalty: 4922.850586
	Iteration 38Q: 3 clusters Score -1424297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1424300.750000 Penalty: 4922.850586
	Iteration 39Q: 3 clusters Score -1424301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1424312.500000 Penalty: 4922.850586
	Iteration 40F: 3 clusters Score -1424312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1424317.000000 Penalty: 4922.850586
	Iteration 41Q: 3 clusters Score -1424317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1424314.875000 Penalty: 4922.850586
	Iteration 42Q: 3 clusters Score -1424315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1424317.500000 Penalty: 4922.850586
	Iteration 43Q: 3 clusters Score -1424318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1424321.875000 Penalty: 4922.850586
	Iteration 44Q: 3 clusters Score -1424322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1424330.125000 Penalty: 4922.850586
	Iteration 45Q: 3 clusters Score -1424330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1424338.125000 Penalty: 4922.850586
	Iteration 46Q: 3 clusters Score -1424338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1424339.875000 Penalty: 4922.850586
	Iteration 47Q: 3 clusters Score -1424340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1424340.250000 Penalty: 4922.850586
	Iteration 48Q: 3 clusters Score -1424340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1424341.125000 Penalty: 4922.850586
	Iteration 49Q: 3 clusters Score -1424341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1424343.500000 Penalty: 4922.850586
	Iteration 50Q: 3 clusters Score -1424344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1424343.500000 Penalty: 4922.850586
	Iteration 51F: 3 clusters Score -1424344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -2902159.000000 Penalty: 2595.076172
	Iteration 0F: 2 clusters Score -2902159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2878309.750000 Penalty: 5190.152344
	Iteration 0F: 3 clusters Score -2878310 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2886772.750000 Penalty: 5190.152344
	Iteration 1F: 3 clusters Score -2886773 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2887224.000000 Penalty: 5190.152344
	Iteration 2Q: 3 clusters Score -2887224 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2887723.750000 Penalty: 5190.152344
	Iteration 3Q: 3 clusters Score -2887724 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2888263.250000 Penalty: 5190.152344
	Iteration 4Q: 3 clusters Score -2888263 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2888961.250000 Penalty: 5190.152344
	Iteration 5Q: 3 clusters Score -2888961 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2889867.750000 Penalty: 5190.152344
	Iteration 6Q: 3 clusters Score -2889868 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2891233.750000 Penalty: 5190.152344
	Iteration 7F: 3 clusters Score -2891234 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2892936.500000 Penalty: 5190.152344
	Iteration 8F: 3 clusters Score -2892936 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2894825.750000 Penalty: 5190.152344
	Iteration 9F: 3 clusters Score -2894826 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2896358.500000 Penalty: 5190.152344
	Iteration 10F: 3 clusters Score -2896358 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2897437.500000 Penalty: 5190.152344
	Iteration 11Q: 3 clusters Score -2897438 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2898154.250000 Penalty: 5190.152344
	Iteration 12Q: 3 clusters Score -2898154 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2898606.000000 Penalty: 5190.152344
	Iteration 13Q: 3 clusters Score -2898606 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2898923.500000 Penalty: 5190.152344
	Iteration 14Q: 3 clusters Score -2898924 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2899166.750000 Penalty: 5190.152344
	Iteration 15Q: 3 clusters Score -2899167 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2899378.250000 Penalty: 5190.152344
	Iteration 16Q: 3 clusters Score -2899378 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2899546.750000 Penalty: 5190.152344
	Iteration 17Q: 3 clusters Score -2899547 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2899672.000000 Penalty: 5190.152344
	Iteration 18Q: 3 clusters Score -2899672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2899792.000000 Penalty: 5190.152344
	Iteration 19Q: 3 clusters Score -2899792 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2899883.750000 Penalty: 5190.152344
	Iteration 20F: 3 clusters Score -2899884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2899941.500000 Penalty: 5190.152344
	Iteration 21Q: 3 clusters Score -2899942 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2899984.000000 Penalty: 5190.152344
	Iteration 22Q: 3 clusters Score -2899984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2900027.250000 Penalty: 5190.152344
	Iteration 23Q: 3 clusters Score -2900027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2900049.000000 Penalty: 5190.152344
	Iteration 24Q: 3 clusters Score -2900049 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2900074.000000 Penalty: 5190.152344
	Iteration 25Q: 3 clusters Score -2900074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2900085.250000 Penalty: 5190.152344
	Iteration 26Q: 3 clusters Score -2900085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2900104.000000 Penalty: 5190.152344
	Iteration 27Q: 3 clusters Score -2900104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2900123.250000 Penalty: 5190.152344
	Iteration 28Q: 3 clusters Score -2900123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2900137.750000 Penalty: 5190.152344
	Iteration 29Q: 3 clusters Score -2900138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2900139.500000 Penalty: 5190.152344
	Iteration 30Q: 3 clusters Score -2900140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2900151.750000 Penalty: 5190.152344
	Iteration 31Q: 3 clusters Score -2900152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2900148.750000 Penalty: 5190.152344
	Iteration 32Q: 3 clusters Score -2900149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2900152.250000 Penalty: 5190.152344
	Iteration 33Q: 3 clusters Score -2900152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2900158.500000 Penalty: 5190.152344
	Iteration 34Q: 3 clusters Score -2900158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2900166.500000 Penalty: 5190.152344
	Iteration 35Q: 3 clusters Score -2900166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2900169.750000 Penalty: 5190.152344
	Iteration 36Q: 3 clusters Score -2900170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2900173.500000 Penalty: 5190.152344
	Iteration 37Q: 3 clusters Score -2900174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2900177.000000 Penalty: 5190.152344
	Iteration 38Q: 3 clusters Score -2900177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2900177.500000 Penalty: 5190.152344
	Iteration 39Q: 3 clusters Score -2900178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2900183.250000 Penalty: 5190.152344
	Iteration 40F: 3 clusters Score -2900183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2900177.750000 Penalty: 5190.152344
	Iteration 41Q: 3 clusters Score -2900178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2900183.000000 Penalty: 5190.152344
	Iteration 42Q: 3 clusters Score -2900183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2900180.750000 Penalty: 5190.152344
	Iteration 43Q: 3 clusters Score -2900181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2900182.250000 Penalty: 5190.152344
	Iteration 44Q: 3 clusters Score -2900182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2900185.750000 Penalty: 5190.152344
	Iteration 45Q: 3 clusters Score -2900186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2900186.750000 Penalty: 5190.152344
	Iteration 46Q: 3 clusters Score -2900187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2900186.500000 Penalty: 5190.152344
	Iteration 47Q: 3 clusters Score -2900186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2900186.750000 Penalty: 5190.152344
	Iteration 48Q: 3 clusters Score -2900187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2900186.750000 Penalty: 5190.152344
	Iteration 49F: 3 clusters Score -2900187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Entering Unmasked Estep 
Score: -515632.593750 Penalty: 2176.680664
	Iteration 0F: 2 clusters Score -515632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -510181.843750 Penalty: 4353.361328
	Iteration 0F: 3 clusters Score -510181.8 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -511700.062500 Penalty: 4353.361328
	Iteration 1F: 3 clusters Score -511700.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -512198.781250 Penalty: 4353.361328
	Iteration 2F: 3 clusters Score -512198.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -512561.781250 Penalty: 4353.361328
	Iteration 3F: 3 clusters Score -512561.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -512838.906250 Penalty: 4353.361328
	Iteration 4F: 3 clusters Score -512838.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -513066.875000 Penalty: 4353.361328
	Iteration 5F: 3 clusters Score -513066.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -513257.312500 Penalty: 4353.361328
	Iteration 6Q: 3 clusters Score -513257.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -513421.656250 Penalty: 4353.361328
	Iteration 7Q: 3 clusters Score -513421.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -513567.656250 Penalty: 4353.361328
	Iteration 8Q: 3 clusters Score -513567.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -513720.687500 Penalty: 4353.361328
	Iteration 9Q: 3 clusters Score -513720.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -513862.468750 Penalty: 4353.361328
	Iteration 10Q: 3 clusters Score -513862.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -513985.593750 Penalty: 4353.361328
	Iteration 11Q: 3 clusters Score -513985.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -514086.000000 Penalty: 4353.361328
	Iteration 12Q: 3 clusters Score -514086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -514163.718750 Penalty: 4353.361328
	Iteration 13Q: 3 clusters Score -514163.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -514235.593750 Penalty: 4353.361328
	Iteration 14Q: 3 clusters Score -514235.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -514288.750000 Penalty: 4353.361328
	Iteration 15Q: 3 clusters Score -514288.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -514337.437500 Penalty: 4353.361328
	Iteration 16Q: 3 clusters Score -514337.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -514377.812500 Penalty: 4353.361328
	Iteration 17Q: 3 clusters Score -514377.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -514415.812500 Penalty: 4353.361328
	Iteration 18Q: 3 clusters Score -514415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -514442.093750 Penalty: 4353.361328
	Iteration 19Q: 3 clusters Score -514442.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -514454.625000 Penalty: 4353.361328
	Iteration 20F: 3 clusters Score -514454.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -514464.875000 Penalty: 4353.361328
	Iteration 21Q: 3 clusters Score -514464.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -514478.218750 Penalty: 4353.361328
	Iteration 22Q: 3 clusters Score -514478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -514486.937500 Penalty: 4353.361328
	Iteration 23Q: 3 clusters Score -514486.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -514496.968750 Penalty: 4353.361328
	Iteration 24Q: 3 clusters Score -514497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -514503.093750 Penalty: 4353.361328
	Iteration 25Q: 3 clusters Score -514503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -514508.406250 Penalty: 4353.361328
	Iteration 26Q: 3 clusters Score -514508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -514510.562500 Penalty: 4353.361328
	Iteration 27Q: 3 clusters Score -514510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -514514.187500 Penalty: 4353.361328
	Iteration 28Q: 3 clusters Score -514514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -514515.437500 Penalty: 4353.361328
	Iteration 29Q: 3 clusters Score -514515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -514516.593750 Penalty: 4353.361328
	Iteration 30Q: 3 clusters Score -514516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -514518.156250 Penalty: 4353.361328
	Iteration 31Q: 3 clusters Score -514518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -514518.093750 Penalty: 4353.361328
	Iteration 32Q: 3 clusters Score -514518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -514518.093750 Penalty: 4353.361328
	Iteration 33F: 3 clusters Score -514518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -633023.375000 Penalty: 2228.483643
	Iteration 0F: 2 clusters Score -633023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -626750.687500 Penalty: 4456.967285
	Iteration 0F: 3 clusters Score -626750.7 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -628519.437500 Penalty: 4456.967285
	Iteration 1F: 3 clusters Score -628519.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -628818.625000 Penalty: 4456.967285
	Iteration 2F: 3 clusters Score -628818.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -629044.437500 Penalty: 4456.967285
	Iteration 3F: 3 clusters Score -629044.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -629234.187500 Penalty: 4456.967285
	Iteration 4Q: 3 clusters Score -629234.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -629431.812500 Penalty: 4456.967285
	Iteration 5Q: 3 clusters Score -629431.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -629683.562500 Penalty: 4456.967285
	Iteration 6Q: 3 clusters Score -629683.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -630000.437500 Penalty: 4456.967285
	Iteration 7Q: 3 clusters Score -630000.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -630368.062500 Penalty: 4456.967285
	Iteration 8F: 3 clusters Score -630368.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -630692.062500 Penalty: 4456.967285
	Iteration 9F: 3 clusters Score -630692.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -630951.062500 Penalty: 4456.967285
	Iteration 10Q: 3 clusters Score -630951.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -631139.000000 Penalty: 4456.967285
	Iteration 11Q: 3 clusters Score -631139 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -631261.312500 Penalty: 4456.967285
	Iteration 12Q: 3 clusters Score -631261.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -631326.625000 Penalty: 4456.967285
	Iteration 13Q: 3 clusters Score -631326.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -631356.812500 Penalty: 4456.967285
	Iteration 14Q: 3 clusters Score -631356.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -631382.000000 Penalty: 4456.967285
	Iteration 15Q: 3 clusters Score -631382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -631401.687500 Penalty: 4456.967285
	Iteration 16Q: 3 clusters Score -631401.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -631414.750000 Penalty: 4456.967285
	Iteration 17Q: 3 clusters Score -631414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -631424.812500 Penalty: 4456.967285
	Iteration 18Q: 3 clusters Score -631424.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -631432.125000 Penalty: 4456.967285
	Iteration 19Q: 3 clusters Score -631432.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -631434.812500 Penalty: 4456.967285
	Iteration 20F: 3 clusters Score -631434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -631436.937500 Penalty: 4456.967285
	Iteration 21Q: 3 clusters Score -631436.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -631438.562500 Penalty: 4456.967285
	Iteration 22Q: 3 clusters Score -631438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -631438.750000 Penalty: 4456.967285
	Iteration 23Q: 3 clusters Score -631438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -631439.937500 Penalty: 4456.967285
	Iteration 24Q: 3 clusters Score -631439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -631439.937500 Penalty: 4456.967285
	Iteration 25F: 3 clusters Score -631439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -294426.062500 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -294426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -290723.531250 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -290723.5 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -291461.500000 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -291461.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -291648.031250 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -291648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -291754.281250 Penalty: 4061.038330
	Iteration 3F: 3 clusters Score -291754.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -291836.906250 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -291836.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -291899.531250 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -291899.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -291938.468750 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -291938.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -291967.781250 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -291967.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -291989.281250 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -291989.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -292006.218750 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -292006.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -292021.093750 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -292021.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -292034.625000 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -292034.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -292044.812500 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -292044.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -292052.218750 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -292052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -292058.875000 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -292058.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -292066.343750 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -292066.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -292070.750000 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -292070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -292076.187500 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -292076.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -292080.656250 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -292080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -292089.375000 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -292089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -292096.187500 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -292096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -292100.625000 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -292100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -292102.281250 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -292102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -292104.843750 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -292104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -292106.968750 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -292107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -292107.906250 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -292107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292109.312500 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -292109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -292109.843750 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -292109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -292109.843750 Penalty: 4061.038330
	Iteration 28F: 3 clusters Score -292109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Entering Unmasked Estep 
Score: -1664422.625000 Penalty: 2467.680176
	Iteration 0F: 2 clusters Score -1664423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1649630.750000 Penalty: 4935.360352
	Iteration 0F: 3 clusters Score -1649631 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1654631.125000 Penalty: 4935.360352
	Iteration 1F: 3 clusters Score -1654631 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1655036.125000 Penalty: 4935.360352
	Iteration 2F: 3 clusters Score -1655036 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1655354.375000 Penalty: 4935.360352
	Iteration 3Q: 3 clusters Score -1655354 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1655628.125000 Penalty: 4935.360352
	Iteration 4Q: 3 clusters Score -1655628 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1655875.250000 Penalty: 4935.360352
	Iteration 5Q: 3 clusters Score -1655875 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1656137.375000 Penalty: 4935.360352
	Iteration 6Q: 3 clusters Score -1656137 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1656458.875000 Penalty: 4935.360352
	Iteration 7Q: 3 clusters Score -1656459 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1656835.875000 Penalty: 4935.360352
	Iteration 8Q: 3 clusters Score -1656836 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1657266.000000 Penalty: 4935.360352
	Iteration 9Q: 3 clusters Score -1657266 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1657825.000000 Penalty: 4935.360352
	Iteration 10Q: 3 clusters Score -1657825 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1658560.500000 Penalty: 4935.360352
	Iteration 11Q: 3 clusters Score -1658560 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1659392.125000 Penalty: 4935.360352
	Iteration 12Q: 3 clusters Score -1659392 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1660209.125000 Penalty: 4935.360352
	Iteration 13Q: 3 clusters Score -1660209 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1660875.250000 Penalty: 4935.360352
	Iteration 14Q: 3 clusters Score -1660875 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1661327.375000 Penalty: 4935.360352
	Iteration 15Q: 3 clusters Score -1661327 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1661663.625000 Penalty: 4935.360352
	Iteration 16Q: 3 clusters Score -1661664 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1661918.375000 Penalty: 4935.360352
	Iteration 17Q: 3 clusters Score -1661918 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1662112.750000 Penalty: 4935.360352
	Iteration 18Q: 3 clusters Score -1662113 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -1662240.625000 Penalty: 4935.360352
	Iteration 19Q: 3 clusters Score -1662241 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1662319.750000 Penalty: 4935.360352
	Iteration 20F: 3 clusters Score -1662320 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1662375.375000 Penalty: 4935.360352
	Iteration 21Q: 3 clusters Score -1662375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1662422.750000 Penalty: 4935.360352
	Iteration 22Q: 3 clusters Score -1662423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1662455.875000 Penalty: 4935.360352
	Iteration 23Q: 3 clusters Score -1662456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1662486.250000 Penalty: 4935.360352
	Iteration 24Q: 3 clusters Score -1662486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1662503.750000 Penalty: 4935.360352
	Iteration 25Q: 3 clusters Score -1662504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1662522.875000 Penalty: 4935.360352
	Iteration 26Q: 3 clusters Score -1662523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1662539.125000 Penalty: 4935.360352
	Iteration 27Q: 3 clusters Score -1662539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1662542.375000 Penalty: 4935.360352
	Iteration 28Q: 3 clusters Score -1662542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1662551.500000 Penalty: 4935.360352
	Iteration 29Q: 3 clusters Score -1662552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1662560.750000 Penalty: 4935.360352
	Iteration 30Q: 3 clusters Score -1662561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1662574.250000 Penalty: 4935.360352
	Iteration 31Q: 3 clusters Score -1662574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1662579.625000 Penalty: 4935.360352
	Iteration 32Q: 3 clusters Score -1662580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1662582.250000 Penalty: 4935.360352
	Iteration 33Q: 3 clusters Score -1662582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1662585.375000 Penalty: 4935.360352
	Iteration 34Q: 3 clusters Score -1662585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1662595.000000 Penalty: 4935.360352
	Iteration 35Q: 3 clusters Score -1662595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -1662602.125000 Penalty: 4935.360352
	Iteration 36Q: 3 clusters Score -1662602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1662603.750000 Penalty: 4935.360352
	Iteration 37Q: 3 clusters Score -1662604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1662610.375000 Penalty: 4935.360352
	Iteration 38Q: 3 clusters Score -1662610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1662612.625000 Penalty: 4935.360352
	Iteration 39Q: 3 clusters Score -1662613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1662618.625000 Penalty: 4935.360352
	Iteration 40F: 3 clusters Score -1662619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1662625.000000 Penalty: 4935.360352
	Iteration 41Q: 3 clusters Score -1662625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1662623.875000 Penalty: 4935.360352
	Iteration 42Q: 3 clusters Score -1662624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1662625.000000 Penalty: 4935.360352
	Iteration 43Q: 3 clusters Score -1662625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -1662626.875000 Penalty: 4935.360352
	Iteration 44Q: 3 clusters Score -1662627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1662630.375000 Penalty: 4935.360352
	Iteration 45Q: 3 clusters Score -1662630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1662634.500000 Penalty: 4935.360352
	Iteration 46Q: 3 clusters Score -1662634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1662631.375000 Penalty: 4935.360352
	Iteration 47Q: 3 clusters Score -1662631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1662632.250000 Penalty: 4935.360352
	Iteration 48Q: 3 clusters Score -1662632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1662633.625000 Penalty: 4935.360352
	Iteration 49Q: 3 clusters Score -1662634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1662631.625000 Penalty: 4935.360352
	Iteration 50Q: 3 clusters Score -1662632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1662635.500000 Penalty: 4935.360352
	Iteration 51Q: 3 clusters Score -1662636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1662634.750000 Penalty: 4935.360352
	Iteration 52Q: 3 clusters Score -1662635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1662633.500000 Penalty: 4935.360352
	Iteration 53Q: 3 clusters Score -1662634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1662636.125000 Penalty: 4935.360352
	Iteration 54Q: 3 clusters Score -1662636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1662638.750000 Penalty: 4935.360352
	Iteration 55Q: 3 clusters Score -1662639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1662637.250000 Penalty: 4935.360352
	Iteration 56Q: 3 clusters Score -1662637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1662642.375000 Penalty: 4935.360352
	Iteration 57Q: 3 clusters Score -1662642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1662642.625000 Penalty: 4935.360352
	Iteration 58Q: 3 clusters Score -1662643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1662644.625000 Penalty: 4935.360352
	Iteration 59Q: 3 clusters Score -1662645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1662645.625000 Penalty: 4935.360352
	Iteration 60F: 3 clusters Score -1662646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1662648.500000 Penalty: 4935.360352
	Iteration 61Q: 3 clusters Score -1662648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1662648.125000 Penalty: 4935.360352
	Iteration 62Q: 3 clusters Score -1662648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1662648.125000 Penalty: 4935.360352
	Iteration 63Q: 3 clusters Score -1662648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1662646.000000 Penalty: 4935.360352
	Iteration 64Q: 3 clusters Score -1662646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1662645.375000 Penalty: 4935.360352
	Iteration 65Q: 3 clusters Score -1662645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1662645.625000 Penalty: 4935.360352
	Iteration 66Q: 3 clusters Score -1662646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1662645.625000 Penalty: 4935.360352
	Iteration 67F: 3 clusters Score -1662646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Entering Unmasked Estep 
Score: -1102640.875000 Penalty: 2367.556396
	Iteration 0F: 2 clusters Score -1102641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1092356.875000 Penalty: 4735.112793
	Iteration 0F: 3 clusters Score -1092357 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1095534.500000 Penalty: 4735.112793
	Iteration 1F: 3 clusters Score -1095534 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1095916.375000 Penalty: 4735.112793
	Iteration 2F: 3 clusters Score -1095916 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1096246.625000 Penalty: 4735.112793
	Iteration 3F: 3 clusters Score -1096247 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1096589.375000 Penalty: 4735.112793
	Iteration 4Q: 3 clusters Score -1096589 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1096945.250000 Penalty: 4735.112793
	Iteration 5Q: 3 clusters Score -1096945 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1097404.500000 Penalty: 4735.112793
	Iteration 6F: 3 clusters Score -1097404 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1097930.000000 Penalty: 4735.112793
	Iteration 7F: 3 clusters Score -1097930 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1098513.750000 Penalty: 4735.112793
	Iteration 8F: 3 clusters Score -1098514 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1099157.125000 Penalty: 4735.112793
	Iteration 9F: 3 clusters Score -1099157 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1099712.500000 Penalty: 4735.112793
	Iteration 10Q: 3 clusters Score -1099712 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1100196.375000 Penalty: 4735.112793
	Iteration 11Q: 3 clusters Score -1100196 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1100523.250000 Penalty: 4735.112793
	Iteration 12Q: 3 clusters Score -1100523 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1100716.250000 Penalty: 4735.112793
	Iteration 13Q: 3 clusters Score -1100716 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1100848.125000 Penalty: 4735.112793
	Iteration 14Q: 3 clusters Score -1100848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1100920.625000 Penalty: 4735.112793
	Iteration 15Q: 3 clusters Score -1100921 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1100960.625000 Penalty: 4735.112793
	Iteration 16Q: 3 clusters Score -1100961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1100982.500000 Penalty: 4735.112793
	Iteration 17Q: 3 clusters Score -1100982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1100996.625000 Penalty: 4735.112793
	Iteration 18Q: 3 clusters Score -1100997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1101009.625000 Penalty: 4735.112793
	Iteration 19Q: 3 clusters Score -1101010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1101017.875000 Penalty: 4735.112793
	Iteration 20F: 3 clusters Score -1101018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1101025.250000 Penalty: 4735.112793
	Iteration 21Q: 3 clusters Score -1101025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1101032.000000 Penalty: 4735.112793
	Iteration 22Q: 3 clusters Score -1101032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1101033.250000 Penalty: 4735.112793
	Iteration 23Q: 3 clusters Score -1101033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1101033.875000 Penalty: 4735.112793
	Iteration 24Q: 3 clusters Score -1101034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1101035.000000 Penalty: 4735.112793
	Iteration 25Q: 3 clusters Score -1101035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1101036.750000 Penalty: 4735.112793
	Iteration 26Q: 3 clusters Score -1101037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1101038.750000 Penalty: 4735.112793
	Iteration 27Q: 3 clusters Score -1101039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1101037.750000 Penalty: 4735.112793
	Iteration 28Q: 3 clusters Score -1101038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1101035.000000 Penalty: 4735.112793
	Iteration 29Q: 3 clusters Score -1101035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1101036.375000 Penalty: 4735.112793
	Iteration 30Q: 3 clusters Score -1101036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1101036.375000 Penalty: 4735.112793
	Iteration 31F: 3 clusters Score -1101036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Entering Unmasked Estep 
Score: -13071074.000000 Penalty: 2972.433594
	Iteration 0F: 2 clusters Score -1.307107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -12963652.000000 Penalty: 5944.867188
	Iteration 0F: 3 clusters Score -1.296365e+07 nChanged 76789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -13008127.000000 Penalty: 5944.867188
	Iteration 1F: 3 clusters Score -1.300813e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -13009231.000000 Penalty: 5944.867188
	Iteration 2Q: 3 clusters Score -1.300923e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -13010854.000000 Penalty: 5944.867188
	Iteration 3Q: 3 clusters Score -1.301085e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -13013890.000000 Penalty: 5944.867188
	Iteration 4Q: 3 clusters Score -1.301389e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -13019162.000000 Penalty: 5944.867188
	Iteration 5F: 3 clusters Score -1.301916e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 114554 members 
Entering Unmasked Estep 
Score: -13028250.000000 Penalty: 5944.867188
	Iteration 6F: 3 clusters Score -1.302825e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 127873 members 
Entering Unmasked Estep 
Score: -13040657.000000 Penalty: 5944.867188
	Iteration 7F: 3 clusters Score -1.304066e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 139715 members 
Entering Unmasked Estep 
Score: -13052552.000000 Penalty: 5944.867188
	Iteration 8F: 3 clusters Score -1.305255e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -13060453.000000 Penalty: 5944.867188
	Iteration 9Q: 3 clusters Score -1.306045e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 150871 members 
Entering Unmasked Estep 
Score: -13064488.000000 Penalty: 5944.867188
	Iteration 10Q: 3 clusters Score -1.306449e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 152541 members 
Entering Unmasked Estep 
Score: -13066039.000000 Penalty: 5944.867188
	Iteration 11Q: 3 clusters Score -1.306604e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 153607 members 
Entering Unmasked Estep 
Score: -13066838.000000 Penalty: 5944.867188
	Iteration 12Q: 3 clusters Score -1.306684e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -13067201.000000 Penalty: 5944.867188
	Iteration 13Q: 3 clusters Score -1.30672e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 155116 members 
Entering Unmasked Estep 
Score: -13067565.000000 Penalty: 5944.867188
	Iteration 14Q: 3 clusters Score -1.306756e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -13067802.000000 Penalty: 5944.867188
	Iteration 15Q: 3 clusters Score -1.30678e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 156128 members 
Entering Unmasked Estep 
Score: -13067946.000000 Penalty: 5944.867188
	Iteration 16Q: 3 clusters Score -1.306795e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -13068070.000000 Penalty: 5944.867188
	Iteration 17Q: 3 clusters Score -1.306807e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -13068176.000000 Penalty: 5944.867188
	Iteration 18Q: 3 clusters Score -1.306818e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -13068311.000000 Penalty: 5944.867188
	Iteration 19Q: 3 clusters Score -1.306831e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -13068390.000000 Penalty: 5944.867188
	Iteration 20F: 3 clusters Score -1.306839e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -13068441.000000 Penalty: 5944.867188
	Iteration 21Q: 3 clusters Score -1.306844e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -13068523.000000 Penalty: 5944.867188
	Iteration 22Q: 3 clusters Score -1.306852e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -13068591.000000 Penalty: 5944.867188
	Iteration 23Q: 3 clusters Score -1.306859e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -13068623.000000 Penalty: 5944.867188
	Iteration 24Q: 3 clusters Score -1.306862e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -13068650.000000 Penalty: 5944.867188
	Iteration 25Q: 3 clusters Score -1.306865e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -13068676.000000 Penalty: 5944.867188
	Iteration 26Q: 3 clusters Score -1.306868e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -13068687.000000 Penalty: 5944.867188
	Iteration 27Q: 3 clusters Score -1.306869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 158368 members 
Entering Unmasked Estep 
Score: -13068714.000000 Penalty: 5944.867188
	Iteration 28Q: 3 clusters Score -1.306871e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 158414 members 
Entering Unmasked Estep 
Score: -13068715.000000 Penalty: 5944.867188
	Iteration 29Q: 3 clusters Score -1.306872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -13068717.000000 Penalty: 5944.867188
	Iteration 30Q: 3 clusters Score -1.306872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 158484 members 
Entering Unmasked Estep 
Score: -13068747.000000 Penalty: 5944.867188
	Iteration 31Q: 3 clusters Score -1.306875e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -13068758.000000 Penalty: 5944.867188
	Iteration 32Q: 3 clusters Score -1.306876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 158552 members 
Entering Unmasked Estep 
Score: -13068769.000000 Penalty: 5944.867188
	Iteration 33Q: 3 clusters Score -1.306877e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -13068794.000000 Penalty: 5944.867188
	Iteration 34Q: 3 clusters Score -1.306879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -13068781.000000 Penalty: 5944.867188
	Iteration 35Q: 3 clusters Score -1.306878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 158643 members 
Entering Unmasked Estep 
Score: -13068792.000000 Penalty: 5944.867188
	Iteration 36Q: 3 clusters Score -1.306879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -13068777.000000 Penalty: 5944.867188
	Iteration 37Q: 3 clusters Score -1.306878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -13068785.000000 Penalty: 5944.867188
	Iteration 38Q: 3 clusters Score -1.306878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -13068771.000000 Penalty: 5944.867188
	Iteration 39Q: 3 clusters Score -1.306877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 158705 members 
Entering Unmasked Estep 
Score: -13068786.000000 Penalty: 5944.867188
	Iteration 40F: 3 clusters Score -1.306879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 158720 members 
Entering Unmasked Estep 
Score: -13068791.000000 Penalty: 5944.867188
	Iteration 41Q: 3 clusters Score -1.306879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 158728 members 
Entering Unmasked Estep 
Score: -13068790.000000 Penalty: 5944.867188
	Iteration 42Q: 3 clusters Score -1.306879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -13068790.000000 Penalty: 5944.867188
	Iteration 43Q: 3 clusters Score -1.306879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -13068789.000000 Penalty: 5944.867188
	Iteration 44Q: 3 clusters Score -1.306879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 158756 members 
Entering Unmasked Estep 
Score: -13068797.000000 Penalty: 5944.867188
	Iteration 45Q: 3 clusters Score -1.30688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -13068796.000000 Penalty: 5944.867188
	Iteration 46Q: 3 clusters Score -1.30688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 158769 members 
Entering Unmasked Estep 
Score: -13068797.000000 Penalty: 5944.867188
	Iteration 47Q: 3 clusters Score -1.30688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -13068796.000000 Penalty: 5944.867188
	Iteration 48Q: 3 clusters Score -1.30688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -13068789.000000 Penalty: 5944.867188
	Iteration 49Q: 3 clusters Score -1.306879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -13068798.000000 Penalty: 5944.867188
	Iteration 50Q: 3 clusters Score -1.30688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -13068801.000000 Penalty: 5944.867188
	Iteration 51Q: 3 clusters Score -1.30688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -13068817.000000 Penalty: 5944.867188
	Iteration 52Q: 3 clusters Score -1.306882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -13068821.000000 Penalty: 5944.867188
	Iteration 53Q: 3 clusters Score -1.306882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -13068825.000000 Penalty: 5944.867188
	Iteration 54Q: 3 clusters Score -1.306882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 158794 members 
Entering Unmasked Estep 
Score: -13068822.000000 Penalty: 5944.867188
	Iteration 55Q: 3 clusters Score -1.306882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -13068817.000000 Penalty: 5944.867188
	Iteration 56Q: 3 clusters Score -1.306882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158798 members 
Entering Unmasked Estep 
Score: -13068817.000000 Penalty: 5944.867188
	Iteration 57F: 3 clusters Score -1.306882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Entering Unmasked Estep 
Score: -1530233.125000 Penalty: 2436.408691
	Iteration 0F: 2 clusters Score -1530233 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 9242 members 
Entering Unmasked Estep 
Score: -1517122.500000 Penalty: 4872.817383
	Iteration 0F: 3 clusters Score -1517122 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1521361.000000 Penalty: 4872.817383
	Iteration 1F: 3 clusters Score -1521361 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1521716.375000 Penalty: 4872.817383
	Iteration 2F: 3 clusters Score -1521716 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1522026.750000 Penalty: 4872.817383
	Iteration 3Q: 3 clusters Score -1522027 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1522250.750000 Penalty: 4872.817383
	Iteration 4Q: 3 clusters Score -1522251 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1522421.250000 Penalty: 4872.817383
	Iteration 5Q: 3 clusters Score -1522421 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1522573.500000 Penalty: 4872.817383
	Iteration 6Q: 3 clusters Score -1522574 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1522683.000000 Penalty: 4872.817383
	Iteration 7Q: 3 clusters Score -1522683 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1522792.000000 Penalty: 4872.817383
	Iteration 8Q: 3 clusters Score -1522792 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1522929.625000 Penalty: 4872.817383
	Iteration 9Q: 3 clusters Score -1522930 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1523089.125000 Penalty: 4872.817383
	Iteration 10Q: 3 clusters Score -1523089 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1523289.625000 Penalty: 4872.817383
	Iteration 11Q: 3 clusters Score -1523290 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1523521.125000 Penalty: 4872.817383
	Iteration 12Q: 3 clusters Score -1523521 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1523807.625000 Penalty: 4872.817383
	Iteration 13Q: 3 clusters Score -1523808 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1524151.750000 Penalty: 4872.817383
	Iteration 14Q: 3 clusters Score -1524152 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1524518.125000 Penalty: 4872.817383
	Iteration 15Q: 3 clusters Score -1524518 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1524945.500000 Penalty: 4872.817383
	Iteration 16Q: 3 clusters Score -1524946 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1525334.750000 Penalty: 4872.817383
	Iteration 17Q: 3 clusters Score -1525335 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1525650.125000 Penalty: 4872.817383
	Iteration 18Q: 3 clusters Score -1525650 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1525875.250000 Penalty: 4872.817383
	Iteration 19Q: 3 clusters Score -1525875 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1526032.750000 Penalty: 4872.817383
	Iteration 20F: 3 clusters Score -1526033 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1526153.000000 Penalty: 4872.817383
	Iteration 21Q: 3 clusters Score -1526153 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1526243.500000 Penalty: 4872.817383
	Iteration 22Q: 3 clusters Score -1526244 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1526320.375000 Penalty: 4872.817383
	Iteration 23Q: 3 clusters Score -1526320 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1526392.250000 Penalty: 4872.817383
	Iteration 24Q: 3 clusters Score -1526392 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1526456.750000 Penalty: 4872.817383
	Iteration 25Q: 3 clusters Score -1526457 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1526533.250000 Penalty: 4872.817383
	Iteration 26Q: 3 clusters Score -1526533 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1526613.500000 Penalty: 4872.817383
	Iteration 27Q: 3 clusters Score -1526614 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1526694.000000 Penalty: 4872.817383
	Iteration 28Q: 3 clusters Score -1526694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1526776.500000 Penalty: 4872.817383
	Iteration 29Q: 3 clusters Score -1526776 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1526837.625000 Penalty: 4872.817383
	Iteration 30Q: 3 clusters Score -1526838 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1526897.250000 Penalty: 4872.817383
	Iteration 31Q: 3 clusters Score -1526897 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1526962.750000 Penalty: 4872.817383
	Iteration 32Q: 3 clusters Score -1526963 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1527012.125000 Penalty: 4872.817383
	Iteration 33Q: 3 clusters Score -1527012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1527073.875000 Penalty: 4872.817383
	Iteration 34Q: 3 clusters Score -1527074 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1527132.125000 Penalty: 4872.817383
	Iteration 35Q: 3 clusters Score -1527132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1527192.250000 Penalty: 4872.817383
	Iteration 36Q: 3 clusters Score -1527192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1527278.750000 Penalty: 4872.817383
	Iteration 37Q: 3 clusters Score -1527279 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1527359.750000 Penalty: 4872.817383
	Iteration 38Q: 3 clusters Score -1527360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1527429.375000 Penalty: 4872.817383
	Iteration 39Q: 3 clusters Score -1527429 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1527487.000000 Penalty: 4872.817383
	Iteration 40F: 3 clusters Score -1527487 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1527542.625000 Penalty: 4872.817383
	Iteration 41Q: 3 clusters Score -1527543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1527603.000000 Penalty: 4872.817383
	Iteration 42Q: 3 clusters Score -1527603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1527654.375000 Penalty: 4872.817383
	Iteration 43Q: 3 clusters Score -1527654 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -1527700.875000 Penalty: 4872.817383
	Iteration 44Q: 3 clusters Score -1527701 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1527738.625000 Penalty: 4872.817383
	Iteration 45Q: 3 clusters Score -1527739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1527777.750000 Penalty: 4872.817383
	Iteration 46Q: 3 clusters Score -1527778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1527820.625000 Penalty: 4872.817383
	Iteration 47Q: 3 clusters Score -1527821 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1527870.500000 Penalty: 4872.817383
	Iteration 48Q: 3 clusters Score -1527870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1527910.875000 Penalty: 4872.817383
	Iteration 49Q: 3 clusters Score -1527911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1527938.750000 Penalty: 4872.817383
	Iteration 50Q: 3 clusters Score -1527939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1527967.125000 Penalty: 4872.817383
	Iteration 51Q: 3 clusters Score -1527967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1527986.250000 Penalty: 4872.817383
	Iteration 52Q: 3 clusters Score -1527986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1528000.500000 Penalty: 4872.817383
	Iteration 53Q: 3 clusters Score -1528000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1528012.625000 Penalty: 4872.817383
	Iteration 54Q: 3 clusters Score -1528013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1528031.250000 Penalty: 4872.817383
	Iteration 55Q: 3 clusters Score -1528031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1528041.250000 Penalty: 4872.817383
	Iteration 56Q: 3 clusters Score -1528041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1528051.000000 Penalty: 4872.817383
	Iteration 57Q: 3 clusters Score -1528051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1528062.625000 Penalty: 4872.817383
	Iteration 58Q: 3 clusters Score -1528063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1528075.875000 Penalty: 4872.817383
	Iteration 59Q: 3 clusters Score -1528076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -1528087.500000 Penalty: 4872.817383
	Iteration 60F: 3 clusters Score -1528088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1528090.750000 Penalty: 4872.817383
	Iteration 61Q: 3 clusters Score -1528091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1528096.000000 Penalty: 4872.817383
	Iteration 62Q: 3 clusters Score -1528096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1528099.250000 Penalty: 4872.817383
	Iteration 63Q: 3 clusters Score -1528099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1528105.875000 Penalty: 4872.817383
	Iteration 64Q: 3 clusters Score -1528106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1528109.750000 Penalty: 4872.817383
	Iteration 65Q: 3 clusters Score -1528110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1528111.750000 Penalty: 4872.817383
	Iteration 66Q: 3 clusters Score -1528112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -1528116.375000 Penalty: 4872.817383
	Iteration 67Q: 3 clusters Score -1528116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1528119.625000 Penalty: 4872.817383
	Iteration 68Q: 3 clusters Score -1528120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1528123.625000 Penalty: 4872.817383
	Iteration 69Q: 3 clusters Score -1528124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1528133.875000 Penalty: 4872.817383
	Iteration 70Q: 3 clusters Score -1528134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1528141.625000 Penalty: 4872.817383
	Iteration 71Q: 3 clusters Score -1528142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1528149.500000 Penalty: 4872.817383
	Iteration 72Q: 3 clusters Score -1528150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1528159.625000 Penalty: 4872.817383
	Iteration 73Q: 3 clusters Score -1528160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1528167.375000 Penalty: 4872.817383
	Iteration 74Q: 3 clusters Score -1528167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1528173.750000 Penalty: 4872.817383
	Iteration 75Q: 3 clusters Score -1528174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1528173.000000 Penalty: 4872.817383
	Iteration 76Q: 3 clusters Score -1528173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1528172.375000 Penalty: 4872.817383
	Iteration 77Q: 3 clusters Score -1528172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1528172.375000 Penalty: 4872.817383
	Iteration 78F: 3 clusters Score -1528172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Entering Unmasked Estep 
Score: -943692.125000 Penalty: 2323.207275
	Iteration 0F: 2 clusters Score -943692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -934884.500000 Penalty: 4646.414551
	Iteration 0F: 3 clusters Score -934884.5 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -937483.312500 Penalty: 4646.414551
	Iteration 1F: 3 clusters Score -937483.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -937816.312500 Penalty: 4646.414551
	Iteration 2F: 3 clusters Score -937816.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -938038.125000 Penalty: 4646.414551
	Iteration 3Q: 3 clusters Score -938038.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -938217.812500 Penalty: 4646.414551
	Iteration 4Q: 3 clusters Score -938217.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -938393.250000 Penalty: 4646.414551
	Iteration 5Q: 3 clusters Score -938393.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -938576.187500 Penalty: 4646.414551
	Iteration 6Q: 3 clusters Score -938576.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -938799.875000 Penalty: 4646.414551
	Iteration 7Q: 3 clusters Score -938799.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -939064.687500 Penalty: 4646.414551
	Iteration 8Q: 3 clusters Score -939064.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -939334.687500 Penalty: 4646.414551
	Iteration 9Q: 3 clusters Score -939334.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -939595.750000 Penalty: 4646.414551
	Iteration 10Q: 3 clusters Score -939595.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -939891.687500 Penalty: 4646.414551
	Iteration 11Q: 3 clusters Score -939891.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -940226.375000 Penalty: 4646.414551
	Iteration 12Q: 3 clusters Score -940226.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -940554.937500 Penalty: 4646.414551
	Iteration 13Q: 3 clusters Score -940554.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -940860.437500 Penalty: 4646.414551
	Iteration 14Q: 3 clusters Score -940860.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -941089.437500 Penalty: 4646.414551
	Iteration 15Q: 3 clusters Score -941089.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -941236.000000 Penalty: 4646.414551
	Iteration 16Q: 3 clusters Score -941236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -941349.437500 Penalty: 4646.414551
	Iteration 17Q: 3 clusters Score -941349.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -941426.125000 Penalty: 4646.414551
	Iteration 18Q: 3 clusters Score -941426.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -941488.875000 Penalty: 4646.414551
	Iteration 19Q: 3 clusters Score -941488.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -941535.625000 Penalty: 4646.414551
	Iteration 20F: 3 clusters Score -941535.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -941571.687500 Penalty: 4646.414551
	Iteration 21Q: 3 clusters Score -941571.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -941602.562500 Penalty: 4646.414551
	Iteration 22Q: 3 clusters Score -941602.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -941627.312500 Penalty: 4646.414551
	Iteration 23Q: 3 clusters Score -941627.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -941646.187500 Penalty: 4646.414551
	Iteration 24Q: 3 clusters Score -941646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -941659.875000 Penalty: 4646.414551
	Iteration 25Q: 3 clusters Score -941659.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -941671.500000 Penalty: 4646.414551
	Iteration 26Q: 3 clusters Score -941671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -941675.375000 Penalty: 4646.414551
	Iteration 27Q: 3 clusters Score -941675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -941681.812500 Penalty: 4646.414551
	Iteration 28Q: 3 clusters Score -941681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -941686.750000 Penalty: 4646.414551
	Iteration 29Q: 3 clusters Score -941686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -941690.062500 Penalty: 4646.414551
	Iteration 30Q: 3 clusters Score -941690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -941693.312500 Penalty: 4646.414551
	Iteration 31Q: 3 clusters Score -941693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -941696.500000 Penalty: 4646.414551
	Iteration 32Q: 3 clusters Score -941696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -941695.937500 Penalty: 4646.414551
	Iteration 33Q: 3 clusters Score -941695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -941696.812500 Penalty: 4646.414551
	Iteration 34Q: 3 clusters Score -941696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -941698.937500 Penalty: 4646.414551
	Iteration 35Q: 3 clusters Score -941698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -941703.062500 Penalty: 4646.414551
	Iteration 36Q: 3 clusters Score -941703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -941705.125000 Penalty: 4646.414551
	Iteration 37Q: 3 clusters Score -941705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -941704.625000 Penalty: 4646.414551
	Iteration 38Q: 3 clusters Score -941704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -941704.625000 Penalty: 4646.414551
	Iteration 39F: 3 clusters Score -941704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Entering Unmasked Estep 
Score: -1307144.375000 Penalty: 2412.056396
	Iteration 0F: 2 clusters Score -1307144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1295074.750000 Penalty: 4824.112793
	Iteration 0F: 3 clusters Score -1295075 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1299048.750000 Penalty: 4824.112793
	Iteration 1F: 3 clusters Score -1299049 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1299456.750000 Penalty: 4824.112793
	Iteration 2F: 3 clusters Score -1299457 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1299828.000000 Penalty: 4824.112793
	Iteration 3F: 3 clusters Score -1299828 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1300193.125000 Penalty: 4824.112793
	Iteration 4Q: 3 clusters Score -1300193 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1300558.000000 Penalty: 4824.112793
	Iteration 5Q: 3 clusters Score -1300558 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1300946.000000 Penalty: 4824.112793
	Iteration 6Q: 3 clusters Score -1300946 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1301393.875000 Penalty: 4824.112793
	Iteration 7Q: 3 clusters Score -1301394 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1301878.500000 Penalty: 4824.112793
	Iteration 8Q: 3 clusters Score -1301878 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1302397.500000 Penalty: 4824.112793
	Iteration 9Q: 3 clusters Score -1302398 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1302879.125000 Penalty: 4824.112793
	Iteration 10Q: 3 clusters Score -1302879 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1303348.500000 Penalty: 4824.112793
	Iteration 11Q: 3 clusters Score -1303348 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1303778.000000 Penalty: 4824.112793
	Iteration 12Q: 3 clusters Score -1303778 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1304094.250000 Penalty: 4824.112793
	Iteration 13Q: 3 clusters Score -1304094 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1304359.625000 Penalty: 4824.112793
	Iteration 14Q: 3 clusters Score -1304360 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1304561.875000 Penalty: 4824.112793
	Iteration 15Q: 3 clusters Score -1304562 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1304698.750000 Penalty: 4824.112793
	Iteration 16Q: 3 clusters Score -1304699 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1304787.750000 Penalty: 4824.112793
	Iteration 17Q: 3 clusters Score -1304788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1304845.875000 Penalty: 4824.112793
	Iteration 18Q: 3 clusters Score -1304846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1304901.750000 Penalty: 4824.112793
	Iteration 19Q: 3 clusters Score -1304902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1304964.500000 Penalty: 4824.112793
	Iteration 20F: 3 clusters Score -1304964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1304997.875000 Penalty: 4824.112793
	Iteration 21Q: 3 clusters Score -1304998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1305023.000000 Penalty: 4824.112793
	Iteration 22Q: 3 clusters Score -1305023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1305043.125000 Penalty: 4824.112793
	Iteration 23Q: 3 clusters Score -1305043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1305057.625000 Penalty: 4824.112793
	Iteration 24Q: 3 clusters Score -1305058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1305069.875000 Penalty: 4824.112793
	Iteration 25Q: 3 clusters Score -1305070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1305080.500000 Penalty: 4824.112793
	Iteration 26Q: 3 clusters Score -1305080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1305087.375000 Penalty: 4824.112793
	Iteration 27Q: 3 clusters Score -1305087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1305098.125000 Penalty: 4824.112793
	Iteration 28Q: 3 clusters Score -1305098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1305102.750000 Penalty: 4824.112793
	Iteration 29Q: 3 clusters Score -1305103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1305109.125000 Penalty: 4824.112793
	Iteration 30Q: 3 clusters Score -1305109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1305110.125000 Penalty: 4824.112793
	Iteration 31Q: 3 clusters Score -1305110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1305112.125000 Penalty: 4824.112793
	Iteration 32Q: 3 clusters Score -1305112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1305113.125000 Penalty: 4824.112793
	Iteration 33Q: 3 clusters Score -1305113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1305114.625000 Penalty: 4824.112793
	Iteration 34Q: 3 clusters Score -1305115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1305115.500000 Penalty: 4824.112793
	Iteration 35Q: 3 clusters Score -1305116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1305120.250000 Penalty: 4824.112793
	Iteration 36Q: 3 clusters Score -1305120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1305124.000000 Penalty: 4824.112793
	Iteration 37Q: 3 clusters Score -1305124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1305127.625000 Penalty: 4824.112793
	Iteration 38Q: 3 clusters Score -1305128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1305129.500000 Penalty: 4824.112793
	Iteration 39Q: 3 clusters Score -1305130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1305129.250000 Penalty: 4824.112793
	Iteration 40F: 3 clusters Score -1305129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Entering Unmasked Estep 
Score: -1424393.000000 Penalty: 2429.839111
	Iteration 0F: 2 clusters Score -1424393 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 8931 members 
Entering Unmasked Estep 
Score: -1411528.750000 Penalty: 4859.678223
	Iteration 0F: 3 clusters Score -1411529 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1415730.500000 Penalty: 4859.678223
	Iteration 1F: 3 clusters Score -1415730 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1416115.875000 Penalty: 4859.678223
	Iteration 2F: 3 clusters Score -1416116 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1416483.375000 Penalty: 4859.678223
	Iteration 3Q: 3 clusters Score -1416483 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1416858.750000 Penalty: 4859.678223
	Iteration 4Q: 3 clusters Score -1416859 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1417310.375000 Penalty: 4859.678223
	Iteration 5Q: 3 clusters Score -1417310 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1417803.500000 Penalty: 4859.678223
	Iteration 6Q: 3 clusters Score -1417804 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1418312.375000 Penalty: 4859.678223
	Iteration 7Q: 3 clusters Score -1418312 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1418766.250000 Penalty: 4859.678223
	Iteration 8Q: 3 clusters Score -1418766 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1419184.250000 Penalty: 4859.678223
	Iteration 9Q: 3 clusters Score -1419184 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1419587.500000 Penalty: 4859.678223
	Iteration 10Q: 3 clusters Score -1419588 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1419944.125000 Penalty: 4859.678223
	Iteration 11Q: 3 clusters Score -1419944 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1420237.750000 Penalty: 4859.678223
	Iteration 12Q: 3 clusters Score -1420238 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1420463.250000 Penalty: 4859.678223
	Iteration 13Q: 3 clusters Score -1420463 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1420613.250000 Penalty: 4859.678223
	Iteration 14Q: 3 clusters Score -1420613 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1420727.000000 Penalty: 4859.678223
	Iteration 15Q: 3 clusters Score -1420727 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1420811.875000 Penalty: 4859.678223
	Iteration 16Q: 3 clusters Score -1420812 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1420873.500000 Penalty: 4859.678223
	Iteration 17Q: 3 clusters Score -1420874 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1420916.250000 Penalty: 4859.678223
	Iteration 18Q: 3 clusters Score -1420916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1420962.625000 Penalty: 4859.678223
	Iteration 19Q: 3 clusters Score -1420963 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1420996.125000 Penalty: 4859.678223
	Iteration 20F: 3 clusters Score -1420996 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1421028.250000 Penalty: 4859.678223
	Iteration 21Q: 3 clusters Score -1421028 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1421058.750000 Penalty: 4859.678223
	Iteration 22Q: 3 clusters Score -1421059 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1421092.000000 Penalty: 4859.678223
	Iteration 23Q: 3 clusters Score -1421092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1421110.875000 Penalty: 4859.678223
	Iteration 24Q: 3 clusters Score -1421111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1421133.250000 Penalty: 4859.678223
	Iteration 25Q: 3 clusters Score -1421133 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1421156.125000 Penalty: 4859.678223
	Iteration 26Q: 3 clusters Score -1421156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1421183.500000 Penalty: 4859.678223
	Iteration 27Q: 3 clusters Score -1421184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1421211.750000 Penalty: 4859.678223
	Iteration 28Q: 3 clusters Score -1421212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1421236.000000 Penalty: 4859.678223
	Iteration 29Q: 3 clusters Score -1421236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1421259.250000 Penalty: 4859.678223
	Iteration 30Q: 3 clusters Score -1421259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1421276.875000 Penalty: 4859.678223
	Iteration 31Q: 3 clusters Score -1421277 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1421294.625000 Penalty: 4859.678223
	Iteration 32Q: 3 clusters Score -1421295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1421316.250000 Penalty: 4859.678223
	Iteration 33Q: 3 clusters Score -1421316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1421342.875000 Penalty: 4859.678223
	Iteration 34Q: 3 clusters Score -1421343 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1421377.500000 Penalty: 4859.678223
	Iteration 35Q: 3 clusters Score -1421378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1421404.625000 Penalty: 4859.678223
	Iteration 36Q: 3 clusters Score -1421405 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1421427.500000 Penalty: 4859.678223
	Iteration 37Q: 3 clusters Score -1421428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1421446.125000 Penalty: 4859.678223
	Iteration 38Q: 3 clusters Score -1421446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1421463.250000 Penalty: 4859.678223
	Iteration 39Q: 3 clusters Score -1421463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1421485.625000 Penalty: 4859.678223
	Iteration 40F: 3 clusters Score -1421486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1421510.375000 Penalty: 4859.678223
	Iteration 41Q: 3 clusters Score -1421510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1421539.875000 Penalty: 4859.678223
	Iteration 42Q: 3 clusters Score -1421540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1421565.625000 Penalty: 4859.678223
	Iteration 43Q: 3 clusters Score -1421566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1421603.625000 Penalty: 4859.678223
	Iteration 44Q: 3 clusters Score -1421604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1421641.625000 Penalty: 4859.678223
	Iteration 45Q: 3 clusters Score -1421642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1421679.625000 Penalty: 4859.678223
	Iteration 46Q: 3 clusters Score -1421680 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1421706.500000 Penalty: 4859.678223
	Iteration 47Q: 3 clusters Score -1421706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1421733.000000 Penalty: 4859.678223
	Iteration 48Q: 3 clusters Score -1421733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1421762.750000 Penalty: 4859.678223
	Iteration 49Q: 3 clusters Score -1421763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1421790.875000 Penalty: 4859.678223
	Iteration 50Q: 3 clusters Score -1421791 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1421821.875000 Penalty: 4859.678223
	Iteration 51Q: 3 clusters Score -1421822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1421856.500000 Penalty: 4859.678223
	Iteration 52Q: 3 clusters Score -1421856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1421884.375000 Penalty: 4859.678223
	Iteration 53Q: 3 clusters Score -1421884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1421914.375000 Penalty: 4859.678223
	Iteration 54Q: 3 clusters Score -1421914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1421948.250000 Penalty: 4859.678223
	Iteration 55Q: 3 clusters Score -1421948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1421974.125000 Penalty: 4859.678223
	Iteration 56Q: 3 clusters Score -1421974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1422001.500000 Penalty: 4859.678223
	Iteration 57Q: 3 clusters Score -1422002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1422018.000000 Penalty: 4859.678223
	Iteration 58Q: 3 clusters Score -1422018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1422037.625000 Penalty: 4859.678223
	Iteration 59Q: 3 clusters Score -1422038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1422052.750000 Penalty: 4859.678223
	Iteration 60F: 3 clusters Score -1422053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1422066.500000 Penalty: 4859.678223
	Iteration 61Q: 3 clusters Score -1422066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1422078.625000 Penalty: 4859.678223
	Iteration 62Q: 3 clusters Score -1422079 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1422094.500000 Penalty: 4859.678223
	Iteration 63Q: 3 clusters Score -1422094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1422108.125000 Penalty: 4859.678223
	Iteration 64Q: 3 clusters Score -1422108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1422118.250000 Penalty: 4859.678223
	Iteration 65Q: 3 clusters Score -1422118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1422132.375000 Penalty: 4859.678223
	Iteration 66Q: 3 clusters Score -1422132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1422140.875000 Penalty: 4859.678223
	Iteration 67Q: 3 clusters Score -1422141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1422153.625000 Penalty: 4859.678223
	Iteration 68Q: 3 clusters Score -1422154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1422162.625000 Penalty: 4859.678223
	Iteration 69Q: 3 clusters Score -1422163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1422175.500000 Penalty: 4859.678223
	Iteration 70Q: 3 clusters Score -1422176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1422183.875000 Penalty: 4859.678223
	Iteration 71Q: 3 clusters Score -1422184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1422187.000000 Penalty: 4859.678223
	Iteration 72Q: 3 clusters Score -1422187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1422191.750000 Penalty: 4859.678223
	Iteration 73Q: 3 clusters Score -1422192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1422195.125000 Penalty: 4859.678223
	Iteration 74Q: 3 clusters Score -1422195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1422200.625000 Penalty: 4859.678223
	Iteration 75Q: 3 clusters Score -1422201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1422200.375000 Penalty: 4859.678223
	Iteration 76Q: 3 clusters Score -1422200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1422203.125000 Penalty: 4859.678223
	Iteration 77Q: 3 clusters Score -1422203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1422207.625000 Penalty: 4859.678223
	Iteration 78Q: 3 clusters Score -1422208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1422210.125000 Penalty: 4859.678223
	Iteration 79Q: 3 clusters Score -1422210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1422210.500000 Penalty: 4859.678223
	Iteration 80F: 3 clusters Score -1422210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1422212.500000 Penalty: 4859.678223
	Iteration 81Q: 3 clusters Score -1422212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1422216.125000 Penalty: 4859.678223
	Iteration 82Q: 3 clusters Score -1422216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1422216.875000 Penalty: 4859.678223
	Iteration 83Q: 3 clusters Score -1422217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1422223.625000 Penalty: 4859.678223
	Iteration 84Q: 3 clusters Score -1422224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1422224.625000 Penalty: 4859.678223
	Iteration 85Q: 3 clusters Score -1422225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1422232.375000 Penalty: 4859.678223
	Iteration 86Q: 3 clusters Score -1422232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1422239.500000 Penalty: 4859.678223
	Iteration 87Q: 3 clusters Score -1422240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1422246.250000 Penalty: 4859.678223
	Iteration 88Q: 3 clusters Score -1422246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1422249.750000 Penalty: 4859.678223
	Iteration 89Q: 3 clusters Score -1422250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1422257.750000 Penalty: 4859.678223
	Iteration 90Q: 3 clusters Score -1422258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1422266.875000 Penalty: 4859.678223
	Iteration 91Q: 3 clusters Score -1422267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1422274.625000 Penalty: 4859.678223
	Iteration 92Q: 3 clusters Score -1422275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1422279.625000 Penalty: 4859.678223
	Iteration 93Q: 3 clusters Score -1422280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1422288.375000 Penalty: 4859.678223
	Iteration 94Q: 3 clusters Score -1422288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1422290.000000 Penalty: 4859.678223
	Iteration 95Q: 3 clusters Score -1422290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1422289.750000 Penalty: 4859.678223
	Iteration 96Q: 3 clusters Score -1422290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1422290.875000 Penalty: 4859.678223
	Iteration 97Q: 3 clusters Score -1422291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1422291.875000 Penalty: 4859.678223
	Iteration 98Q: 3 clusters Score -1422292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1422290.750000 Penalty: 4859.678223
	Iteration 99Q: 3 clusters Score -1422291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1422290.750000 Penalty: 4859.678223
	Iteration 100F: 3 clusters Score -1422291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Entering Unmasked Estep 
Score: -2642939.250000 Penalty: 2585.293457
	Iteration 0F: 2 clusters Score -2642939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2619768.750000 Penalty: 5170.586914
	Iteration 0F: 3 clusters Score -2619769 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2628183.750000 Penalty: 5170.586914
	Iteration 1F: 3 clusters Score -2628184 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2628689.000000 Penalty: 5170.586914
	Iteration 2Q: 3 clusters Score -2628689 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2629222.000000 Penalty: 5170.586914
	Iteration 3Q: 3 clusters Score -2629222 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2629788.500000 Penalty: 5170.586914
	Iteration 4Q: 3 clusters Score -2629788 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2630464.250000 Penalty: 5170.586914
	Iteration 5Q: 3 clusters Score -2630464 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2631210.500000 Penalty: 5170.586914
	Iteration 6Q: 3 clusters Score -2631210 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2632070.500000 Penalty: 5170.586914
	Iteration 7Q: 3 clusters Score -2632070 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2633117.250000 Penalty: 5170.586914
	Iteration 8F: 3 clusters Score -2633117 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2634244.750000 Penalty: 5170.586914
	Iteration 9F: 3 clusters Score -2634245 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2635253.750000 Penalty: 5170.586914
	Iteration 10Q: 3 clusters Score -2635254 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2635994.500000 Penalty: 5170.586914
	Iteration 11Q: 3 clusters Score -2635994 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2636368.750000 Penalty: 5170.586914
	Iteration 12Q: 3 clusters Score -2636369 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2636584.250000 Penalty: 5170.586914
	Iteration 13Q: 3 clusters Score -2636584 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2636709.000000 Penalty: 5170.586914
	Iteration 14Q: 3 clusters Score -2636709 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2636811.000000 Penalty: 5170.586914
	Iteration 15Q: 3 clusters Score -2636811 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2636894.000000 Penalty: 5170.586914
	Iteration 16Q: 3 clusters Score -2636894 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2636983.000000 Penalty: 5170.586914
	Iteration 17Q: 3 clusters Score -2636983 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2637084.000000 Penalty: 5170.586914
	Iteration 18Q: 3 clusters Score -2637084 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2637175.750000 Penalty: 5170.586914
	Iteration 19Q: 3 clusters Score -2637176 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2637262.250000 Penalty: 5170.586914
	Iteration 20F: 3 clusters Score -2637262 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2637359.250000 Penalty: 5170.586914
	Iteration 21Q: 3 clusters Score -2637359 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2637440.250000 Penalty: 5170.586914
	Iteration 22Q: 3 clusters Score -2637440 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2637545.250000 Penalty: 5170.586914
	Iteration 23Q: 3 clusters Score -2637545 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2637648.000000 Penalty: 5170.586914
	Iteration 24Q: 3 clusters Score -2637648 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2637756.750000 Penalty: 5170.586914
	Iteration 25Q: 3 clusters Score -2637757 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2637862.000000 Penalty: 5170.586914
	Iteration 26Q: 3 clusters Score -2637862 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2637950.750000 Penalty: 5170.586914
	Iteration 27Q: 3 clusters Score -2637951 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2638039.250000 Penalty: 5170.586914
	Iteration 28Q: 3 clusters Score -2638039 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2638130.000000 Penalty: 5170.586914
	Iteration 29Q: 3 clusters Score -2638130 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2638234.500000 Penalty: 5170.586914
	Iteration 30Q: 3 clusters Score -2638234 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2638339.500000 Penalty: 5170.586914
	Iteration 31Q: 3 clusters Score -2638340 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2638460.750000 Penalty: 5170.586914
	Iteration 32Q: 3 clusters Score -2638461 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2638618.500000 Penalty: 5170.586914
	Iteration 33Q: 3 clusters Score -2638618 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2638777.250000 Penalty: 5170.586914
	Iteration 34Q: 3 clusters Score -2638777 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2638967.750000 Penalty: 5170.586914
	Iteration 35Q: 3 clusters Score -2638968 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2639138.250000 Penalty: 5170.586914
	Iteration 36Q: 3 clusters Score -2639138 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2639238.500000 Penalty: 5170.586914
	Iteration 37Q: 3 clusters Score -2639238 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2639297.250000 Penalty: 5170.586914
	Iteration 38Q: 3 clusters Score -2639297 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2639344.500000 Penalty: 5170.586914
	Iteration 39Q: 3 clusters Score -2639344 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2639384.750000 Penalty: 5170.586914
	Iteration 40F: 3 clusters Score -2639385 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2639403.500000 Penalty: 5170.586914
	Iteration 41Q: 3 clusters Score -2639404 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2639433.000000 Penalty: 5170.586914
	Iteration 42Q: 3 clusters Score -2639433 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2639453.750000 Penalty: 5170.586914
	Iteration 43Q: 3 clusters Score -2639454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2639473.000000 Penalty: 5170.586914
	Iteration 44Q: 3 clusters Score -2639473 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2639473.750000 Penalty: 5170.586914
	Iteration 45Q: 3 clusters Score -2639474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2639474.250000 Penalty: 5170.586914
	Iteration 46Q: 3 clusters Score -2639474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2639484.750000 Penalty: 5170.586914
	Iteration 47Q: 3 clusters Score -2639485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2639471.500000 Penalty: 5170.586914
	Iteration 48Q: 3 clusters Score -2639472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2639479.250000 Penalty: 5170.586914
	Iteration 49Q: 3 clusters Score -2639479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2639477.500000 Penalty: 5170.586914
	Iteration 50Q: 3 clusters Score -2639478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2639482.750000 Penalty: 5170.586914
	Iteration 51Q: 3 clusters Score -2639483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2639492.000000 Penalty: 5170.586914
	Iteration 52Q: 3 clusters Score -2639492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2639496.750000 Penalty: 5170.586914
	Iteration 53Q: 3 clusters Score -2639497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2639501.000000 Penalty: 5170.586914
	Iteration 54Q: 3 clusters Score -2639501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2639510.500000 Penalty: 5170.586914
	Iteration 55Q: 3 clusters Score -2639510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2639513.000000 Penalty: 5170.586914
	Iteration 56Q: 3 clusters Score -2639513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2639503.250000 Penalty: 5170.586914
	Iteration 57Q: 3 clusters Score -2639503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2639505.250000 Penalty: 5170.586914
	Iteration 58Q: 3 clusters Score -2639505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2639507.250000 Penalty: 5170.586914
	Iteration 59Q: 3 clusters Score -2639507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2639516.250000 Penalty: 5170.586914
	Iteration 60F: 3 clusters Score -2639516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2639518.250000 Penalty: 5170.586914
	Iteration 61Q: 3 clusters Score -2639518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2639521.500000 Penalty: 5170.586914
	Iteration 62Q: 3 clusters Score -2639522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2639518.500000 Penalty: 5170.586914
	Iteration 63Q: 3 clusters Score -2639518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2639513.000000 Penalty: 5170.586914
	Iteration 64Q: 3 clusters Score -2639513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2639511.000000 Penalty: 5170.586914
	Iteration 65Q: 3 clusters Score -2639511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2639521.750000 Penalty: 5170.586914
	Iteration 66Q: 3 clusters Score -2639522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2639517.500000 Penalty: 5170.586914
	Iteration 67Q: 3 clusters Score -2639518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2639521.000000 Penalty: 5170.586914
	Iteration 68Q: 3 clusters Score -2639521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2639520.500000 Penalty: 5170.586914
	Iteration 69Q: 3 clusters Score -2639520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2639521.250000 Penalty: 5170.586914
	Iteration 70Q: 3 clusters Score -2639521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2639518.750000 Penalty: 5170.586914
	Iteration 71Q: 3 clusters Score -2639519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2639521.250000 Penalty: 5170.586914
	Iteration 72Q: 3 clusters Score -2639521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2639518.750000 Penalty: 5170.586914
	Iteration 73Q: 3 clusters Score -2639519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2639517.500000 Penalty: 5170.586914
	Iteration 74Q: 3 clusters Score -2639518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2639517.250000 Penalty: 5170.586914
	Iteration 75Q: 3 clusters Score -2639517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2639517.500000 Penalty: 5170.586914
	Iteration 76Q: 3 clusters Score -2639518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2639521.500000 Penalty: 5170.586914
	Iteration 77Q: 3 clusters Score -2639522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2639521.000000 Penalty: 5170.586914
	Iteration 78Q: 3 clusters Score -2639521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2639519.500000 Penalty: 5170.586914
	Iteration 79Q: 3 clusters Score -2639520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2639519.500000 Penalty: 5170.586914
	Iteration 80F: 3 clusters Score -2639520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -189419.750000 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -189419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -186205.000000 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -186205 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -187431.921875 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -187431.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -188211.484375 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -188211.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -188717.062500 Penalty: 3988.541016
	Iteration 3F: 3 clusters Score -188717.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -189042.937500 Penalty: 3988.541016
	Iteration 4F: 3 clusters Score -189042.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -189222.796875 Penalty: 3988.541016
	Iteration 5Q: 3 clusters Score -189222.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -189313.781250 Penalty: 3988.541016
	Iteration 6Q: 3 clusters Score -189313.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -189365.796875 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -189365.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -189413.093750 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -189413.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -189428.156250 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -189428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -189439.906250 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -189439.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -189452.171875 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -189452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -189459.562500 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -189459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -189461.656250 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -189461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -189462.312500 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -189462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -189462.625000 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -189462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -189462.625000 Penalty: 3988.541016
	Iteration 16F: 3 clusters Score -189462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 1051 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844696 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97545 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253487 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 2056 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
Score: -142802320.000000 Penalty: 132274.531250
Splitting cluster 16 changes total score from -142803952.000000 to -142802320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -269623.375000 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -269623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -266089.656250 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -266089.7 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266842.156250 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -266842.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -266997.343750 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -266997.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -267093.156250 Penalty: 4043.633057
	Iteration 3Q: 3 clusters Score -267093.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -267149.468750 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -267149.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267184.625000 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -267184.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -267218.687500 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -267218.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -267237.500000 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -267237.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -267252.562500 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -267252.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -267267.687500 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -267267.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -267285.625000 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -267285.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -267301.468750 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -267301.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -267315.687500 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -267315.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -267332.468750 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -267332.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -267347.187500 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -267347.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -267360.500000 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -267360.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -267381.312500 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -267381.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -267406.343750 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -267406.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -267437.906250 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -267437.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -267456.812500 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -267456.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -267480.062500 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -267480.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -267510.281250 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -267510.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -267539.125000 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -267539.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -267570.718750 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -267570.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -267597.906250 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -267597.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267631.750000 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -267631.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -267674.812500 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -267674.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267721.125000 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -267721.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267773.343750 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -267773.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -267824.250000 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -267824.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -267889.312500 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -267889.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -267941.062500 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -267941.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267989.656250 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -267989.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -268031.906250 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -268031.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -268061.656250 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -268061.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -268083.218750 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -268083.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -268105.187500 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -268105.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -268121.125000 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -268121.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -268134.531250 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -268134.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -268150.156250 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -268150.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -268158.718750 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -268158.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -268167.406250 Penalty: 4043.633057
	Iteration 41Q: 3 clusters Score -268167.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -268174.093750 Penalty: 4043.633057
	Iteration 42Q: 3 clusters Score -268174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -268178.937500 Penalty: 4043.633057
	Iteration 43Q: 3 clusters Score -268178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -268180.125000 Penalty: 4043.633057
	Iteration 44Q: 3 clusters Score -268180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -268181.437500 Penalty: 4043.633057
	Iteration 45Q: 3 clusters Score -268181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -268181.437500 Penalty: 4043.633057
	Iteration 46F: 3 clusters Score -268181.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Entering Unmasked Estep 
Score: -2999246.750000 Penalty: 2616.267090
	Iteration 0F: 2 clusters Score -2999247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2973503.500000 Penalty: 5232.534180
	Iteration 0F: 3 clusters Score -2973504 nChanged 17342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2983293.500000 Penalty: 5232.534180
	Iteration 1F: 3 clusters Score -2983294 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2983948.250000 Penalty: 5232.534180
	Iteration 2Q: 3 clusters Score -2983948 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2984531.250000 Penalty: 5232.534180
	Iteration 3Q: 3 clusters Score -2984531 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2985104.000000 Penalty: 5232.534180
	Iteration 4Q: 3 clusters Score -2985104 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2985721.250000 Penalty: 5232.534180
	Iteration 5Q: 3 clusters Score -2985721 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2986358.000000 Penalty: 5232.534180
	Iteration 6Q: 3 clusters Score -2986358 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2987124.750000 Penalty: 5232.534180
	Iteration 7Q: 3 clusters Score -2987125 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2987978.500000 Penalty: 5232.534180
	Iteration 8Q: 3 clusters Score -2987978 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2988965.000000 Penalty: 5232.534180
	Iteration 9Q: 3 clusters Score -2988965 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2989898.250000 Penalty: 5232.534180
	Iteration 10Q: 3 clusters Score -2989898 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2990601.500000 Penalty: 5232.534180
	Iteration 11Q: 3 clusters Score -2990602 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2991077.250000 Penalty: 5232.534180
	Iteration 12Q: 3 clusters Score -2991077 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2991352.500000 Penalty: 5232.534180
	Iteration 13Q: 3 clusters Score -2991352 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2991523.250000 Penalty: 5232.534180
	Iteration 14Q: 3 clusters Score -2991523 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2991621.250000 Penalty: 5232.534180
	Iteration 15Q: 3 clusters Score -2991621 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2991707.750000 Penalty: 5232.534180
	Iteration 16Q: 3 clusters Score -2991708 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2991752.250000 Penalty: 5232.534180
	Iteration 17Q: 3 clusters Score -2991752 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2991826.250000 Penalty: 5232.534180
	Iteration 18Q: 3 clusters Score -2991826 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2991879.750000 Penalty: 5232.534180
	Iteration 19Q: 3 clusters Score -2991880 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2991925.250000 Penalty: 5232.534180
	Iteration 20F: 3 clusters Score -2991925 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2991964.250000 Penalty: 5232.534180
	Iteration 21Q: 3 clusters Score -2991964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2992002.250000 Penalty: 5232.534180
	Iteration 22Q: 3 clusters Score -2992002 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2992045.250000 Penalty: 5232.534180
	Iteration 23Q: 3 clusters Score -2992045 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2992081.750000 Penalty: 5232.534180
	Iteration 24Q: 3 clusters Score -2992082 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2992122.250000 Penalty: 5232.534180
	Iteration 25Q: 3 clusters Score -2992122 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2992164.250000 Penalty: 5232.534180
	Iteration 26Q: 3 clusters Score -2992164 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2992203.500000 Penalty: 5232.534180
	Iteration 27Q: 3 clusters Score -2992204 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2992247.500000 Penalty: 5232.534180
	Iteration 28Q: 3 clusters Score -2992248 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2992291.750000 Penalty: 5232.534180
	Iteration 29Q: 3 clusters Score -2992292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2992354.750000 Penalty: 5232.534180
	Iteration 30Q: 3 clusters Score -2992355 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2992408.500000 Penalty: 5232.534180
	Iteration 31Q: 3 clusters Score -2992408 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2992467.250000 Penalty: 5232.534180
	Iteration 32Q: 3 clusters Score -2992467 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2992549.000000 Penalty: 5232.534180
	Iteration 33Q: 3 clusters Score -2992549 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2992619.000000 Penalty: 5232.534180
	Iteration 34Q: 3 clusters Score -2992619 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2992708.750000 Penalty: 5232.534180
	Iteration 35Q: 3 clusters Score -2992709 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2992806.000000 Penalty: 5232.534180
	Iteration 36Q: 3 clusters Score -2992806 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2992923.750000 Penalty: 5232.534180
	Iteration 37Q: 3 clusters Score -2992924 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2993043.000000 Penalty: 5232.534180
	Iteration 38Q: 3 clusters Score -2993043 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2993166.000000 Penalty: 5232.534180
	Iteration 39Q: 3 clusters Score -2993166 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2993319.750000 Penalty: 5232.534180
	Iteration 40F: 3 clusters Score -2993320 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2993487.500000 Penalty: 5232.534180
	Iteration 41Q: 3 clusters Score -2993488 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2993669.500000 Penalty: 5232.534180
	Iteration 42Q: 3 clusters Score -2993670 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2993854.250000 Penalty: 5232.534180
	Iteration 43Q: 3 clusters Score -2993854 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2994057.250000 Penalty: 5232.534180
	Iteration 44Q: 3 clusters Score -2994057 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2994331.250000 Penalty: 5232.534180
	Iteration 45Q: 3 clusters Score -2994331 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2994652.500000 Penalty: 5232.534180
	Iteration 46Q: 3 clusters Score -2994652 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2995054.000000 Penalty: 5232.534180
	Iteration 47Q: 3 clusters Score -2995054 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2995429.250000 Penalty: 5232.534180
	Iteration 48Q: 3 clusters Score -2995429 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2995756.500000 Penalty: 5232.534180
	Iteration 49Q: 3 clusters Score -2995756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2996028.750000 Penalty: 5232.534180
	Iteration 50Q: 3 clusters Score -2996029 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2996234.250000 Penalty: 5232.534180
	Iteration 51Q: 3 clusters Score -2996234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2996385.500000 Penalty: 5232.534180
	Iteration 52Q: 3 clusters Score -2996386 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2996504.250000 Penalty: 5232.534180
	Iteration 53Q: 3 clusters Score -2996504 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2996603.000000 Penalty: 5232.534180
	Iteration 54Q: 3 clusters Score -2996603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2996679.750000 Penalty: 5232.534180
	Iteration 55Q: 3 clusters Score -2996680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2996730.500000 Penalty: 5232.534180
	Iteration 56Q: 3 clusters Score -2996730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2996791.000000 Penalty: 5232.534180
	Iteration 57Q: 3 clusters Score -2996791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2996828.750000 Penalty: 5232.534180
	Iteration 58Q: 3 clusters Score -2996829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2996857.000000 Penalty: 5232.534180
	Iteration 59Q: 3 clusters Score -2996857 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2996890.500000 Penalty: 5232.534180
	Iteration 60F: 3 clusters Score -2996890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2996910.000000 Penalty: 5232.534180
	Iteration 61Q: 3 clusters Score -2996910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2996919.000000 Penalty: 5232.534180
	Iteration 62Q: 3 clusters Score -2996919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2996936.000000 Penalty: 5232.534180
	Iteration 63Q: 3 clusters Score -2996936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2996941.500000 Penalty: 5232.534180
	Iteration 64Q: 3 clusters Score -2996942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2996943.250000 Penalty: 5232.534180
	Iteration 65Q: 3 clusters Score -2996943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2996946.750000 Penalty: 5232.534180
	Iteration 66Q: 3 clusters Score -2996947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2996954.000000 Penalty: 5232.534180
	Iteration 67Q: 3 clusters Score -2996954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2996960.250000 Penalty: 5232.534180
	Iteration 68Q: 3 clusters Score -2996960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2996966.750000 Penalty: 5232.534180
	Iteration 69Q: 3 clusters Score -2996967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2996968.000000 Penalty: 5232.534180
	Iteration 70Q: 3 clusters Score -2996968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2996968.500000 Penalty: 5232.534180
	Iteration 71Q: 3 clusters Score -2996968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2996964.250000 Penalty: 5232.534180
	Iteration 72Q: 3 clusters Score -2996964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2996968.750000 Penalty: 5232.534180
	Iteration 73Q: 3 clusters Score -2996969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2996975.250000 Penalty: 5232.534180
	Iteration 74Q: 3 clusters Score -2996975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2996972.250000 Penalty: 5232.534180
	Iteration 75Q: 3 clusters Score -2996972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2996978.000000 Penalty: 5232.534180
	Iteration 76Q: 3 clusters Score -2996978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2996982.750000 Penalty: 5232.534180
	Iteration 77Q: 3 clusters Score -2996983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2996982.500000 Penalty: 5232.534180
	Iteration 78Q: 3 clusters Score -2996982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2996980.000000 Penalty: 5232.534180
	Iteration 79Q: 3 clusters Score -2996980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2996976.750000 Penalty: 5232.534180
	Iteration 80F: 3 clusters Score -2996977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2996978.250000 Penalty: 5232.534180
	Iteration 81Q: 3 clusters Score -2996978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2996979.250000 Penalty: 5232.534180
	Iteration 82Q: 3 clusters Score -2996979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2996982.500000 Penalty: 5232.534180
	Iteration 83Q: 3 clusters Score -2996982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2996982.250000 Penalty: 5232.534180
	Iteration 84Q: 3 clusters Score -2996982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2996984.500000 Penalty: 5232.534180
	Iteration 85Q: 3 clusters Score -2996984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2996979.750000 Penalty: 5232.534180
	Iteration 86Q: 3 clusters Score -2996980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2996982.250000 Penalty: 5232.534180
	Iteration 87Q: 3 clusters Score -2996982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2996985.250000 Penalty: 5232.534180
	Iteration 88Q: 3 clusters Score -2996985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2996984.750000 Penalty: 5232.534180
	Iteration 89Q: 3 clusters Score -2996985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2996986.250000 Penalty: 5232.534180
	Iteration 90Q: 3 clusters Score -2996986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2996985.250000 Penalty: 5232.534180
	Iteration 91Q: 3 clusters Score -2996985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2996983.750000 Penalty: 5232.534180
	Iteration 92Q: 3 clusters Score -2996984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2996984.500000 Penalty: 5232.534180
	Iteration 93Q: 3 clusters Score -2996984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2996983.750000 Penalty: 5232.534180
	Iteration 94Q: 3 clusters Score -2996984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2996988.500000 Penalty: 5232.534180
	Iteration 95Q: 3 clusters Score -2996988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2996988.500000 Penalty: 5232.534180
	Iteration 96F: 3 clusters Score -2996988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -668499.875000 Penalty: 2246.760498
	Iteration 0F: 2 clusters Score -668499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -661642.000000 Penalty: 4493.520996
	Iteration 0F: 3 clusters Score -661642 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -663554.562500 Penalty: 4493.520996
	Iteration 1F: 3 clusters Score -663554.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -663890.062500 Penalty: 4493.520996
	Iteration 2F: 3 clusters Score -663890.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -664181.937500 Penalty: 4493.520996
	Iteration 3F: 3 clusters Score -664181.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -664463.062500 Penalty: 4493.520996
	Iteration 4F: 3 clusters Score -664463.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -664741.062500 Penalty: 4493.520996
	Iteration 5Q: 3 clusters Score -664741.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -665026.562500 Penalty: 4493.520996
	Iteration 6F: 3 clusters Score -665026.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -665292.437500 Penalty: 4493.520996
	Iteration 7Q: 3 clusters Score -665292.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -665541.000000 Penalty: 4493.520996
	Iteration 8Q: 3 clusters Score -665541 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -665785.125000 Penalty: 4493.520996
	Iteration 9Q: 3 clusters Score -665785.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -666002.437500 Penalty: 4493.520996
	Iteration 10Q: 3 clusters Score -666002.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -666146.062500 Penalty: 4493.520996
	Iteration 11Q: 3 clusters Score -666146.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -666266.375000 Penalty: 4493.520996
	Iteration 12Q: 3 clusters Score -666266.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -666366.687500 Penalty: 4493.520996
	Iteration 13Q: 3 clusters Score -666366.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -666472.250000 Penalty: 4493.520996
	Iteration 14Q: 3 clusters Score -666472.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -666588.937500 Penalty: 4493.520996
	Iteration 15Q: 3 clusters Score -666588.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -666658.562500 Penalty: 4493.520996
	Iteration 16Q: 3 clusters Score -666658.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -666705.750000 Penalty: 4493.520996
	Iteration 17Q: 3 clusters Score -666705.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -666731.125000 Penalty: 4493.520996
	Iteration 18Q: 3 clusters Score -666731.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -666747.562500 Penalty: 4493.520996
	Iteration 19Q: 3 clusters Score -666747.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -666759.937500 Penalty: 4493.520996
	Iteration 20F: 3 clusters Score -666759.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -666776.437500 Penalty: 4493.520996
	Iteration 21Q: 3 clusters Score -666776.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -666788.437500 Penalty: 4493.520996
	Iteration 22Q: 3 clusters Score -666788.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -666794.625000 Penalty: 4493.520996
	Iteration 23Q: 3 clusters Score -666794.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -666797.937500 Penalty: 4493.520996
	Iteration 24Q: 3 clusters Score -666797.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -666804.375000 Penalty: 4493.520996
	Iteration 25Q: 3 clusters Score -666804.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -666806.875000 Penalty: 4493.520996
	Iteration 26Q: 3 clusters Score -666806.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -666814.125000 Penalty: 4493.520996
	Iteration 27Q: 3 clusters Score -666814.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -666817.687500 Penalty: 4493.520996
	Iteration 28Q: 3 clusters Score -666817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -666820.187500 Penalty: 4493.520996
	Iteration 29Q: 3 clusters Score -666820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -666825.062500 Penalty: 4493.520996
	Iteration 30Q: 3 clusters Score -666825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -666828.000000 Penalty: 4493.520996
	Iteration 31Q: 3 clusters Score -666828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -666829.625000 Penalty: 4493.520996
	Iteration 32Q: 3 clusters Score -666829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -666829.937500 Penalty: 4493.520996
	Iteration 33Q: 3 clusters Score -666829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -666828.937500 Penalty: 4493.520996
	Iteration 34Q: 3 clusters Score -666828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -666830.125000 Penalty: 4493.520996
	Iteration 35Q: 3 clusters Score -666830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -666832.500000 Penalty: 4493.520996
	Iteration 36Q: 3 clusters Score -666832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -666831.812500 Penalty: 4493.520996
	Iteration 37Q: 3 clusters Score -666831.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -666831.375000 Penalty: 4493.520996
	Iteration 38Q: 3 clusters Score -666831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -666831.375000 Penalty: 4493.520996
	Iteration 39F: 3 clusters Score -666831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Entering Unmasked Estep 
Score: -4153353.500000 Penalty: 2685.418701
	Iteration 0F: 2 clusters Score -4153354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -4119378.750000 Penalty: 5370.837402
	Iteration 0F: 3 clusters Score -4119379 nChanged 23391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4132338.250000 Penalty: 5370.837402
	Iteration 1F: 3 clusters Score -4132338 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4132766.000000 Penalty: 5370.837402
	Iteration 2Q: 3 clusters Score -4132766 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4133120.250000 Penalty: 5370.837402
	Iteration 3Q: 3 clusters Score -4133120 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -4133476.750000 Penalty: 5370.837402
	Iteration 4Q: 3 clusters Score -4133477 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4133822.250000 Penalty: 5370.837402
	Iteration 5Q: 3 clusters Score -4133822 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4134192.500000 Penalty: 5370.837402
	Iteration 6Q: 3 clusters Score -4134192 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4134666.500000 Penalty: 5370.837402
	Iteration 7Q: 3 clusters Score -4134666 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4135318.750000 Penalty: 5370.837402
	Iteration 8Q: 3 clusters Score -4135319 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4136324.000000 Penalty: 5370.837402
	Iteration 9Q: 3 clusters Score -4136324 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4137732.000000 Penalty: 5370.837402
	Iteration 10Q: 3 clusters Score -4137732 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4139746.000000 Penalty: 5370.837402
	Iteration 11F: 3 clusters Score -4139746 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -4141948.000000 Penalty: 5370.837402
	Iteration 12F: 3 clusters Score -4141948 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4144043.500000 Penalty: 5370.837402
	Iteration 13F: 3 clusters Score -4144044 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4145716.000000 Penalty: 5370.837402
	Iteration 14Q: 3 clusters Score -4145716 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4146921.000000 Penalty: 5370.837402
	Iteration 15Q: 3 clusters Score -4146921 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4147789.250000 Penalty: 5370.837402
	Iteration 16Q: 3 clusters Score -4147789 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4148592.250000 Penalty: 5370.837402
	Iteration 17Q: 3 clusters Score -4148592 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4149199.000000 Penalty: 5370.837402
	Iteration 18Q: 3 clusters Score -4149199 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4149759.750000 Penalty: 5370.837402
	Iteration 19Q: 3 clusters Score -4149760 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4150195.000000 Penalty: 5370.837402
	Iteration 20F: 3 clusters Score -4150195 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4150552.250000 Penalty: 5370.837402
	Iteration 21Q: 3 clusters Score -4150552 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4150856.000000 Penalty: 5370.837402
	Iteration 22Q: 3 clusters Score -4150856 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4151045.500000 Penalty: 5370.837402
	Iteration 23Q: 3 clusters Score -4151046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4151197.500000 Penalty: 5370.837402
	Iteration 24Q: 3 clusters Score -4151198 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4151298.000000 Penalty: 5370.837402
	Iteration 25Q: 3 clusters Score -4151298 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4151362.000000 Penalty: 5370.837402
	Iteration 26Q: 3 clusters Score -4151362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4151409.500000 Penalty: 5370.837402
	Iteration 27Q: 3 clusters Score -4151410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4151440.250000 Penalty: 5370.837402
	Iteration 28Q: 3 clusters Score -4151440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4151485.250000 Penalty: 5370.837402
	Iteration 29Q: 3 clusters Score -4151485 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4151515.500000 Penalty: 5370.837402
	Iteration 30Q: 3 clusters Score -4151516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4151534.750000 Penalty: 5370.837402
	Iteration 31Q: 3 clusters Score -4151535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4151558.250000 Penalty: 5370.837402
	Iteration 32Q: 3 clusters Score -4151558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4151571.750000 Penalty: 5370.837402
	Iteration 33Q: 3 clusters Score -4151572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4151585.500000 Penalty: 5370.837402
	Iteration 34Q: 3 clusters Score -4151586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4151604.750000 Penalty: 5370.837402
	Iteration 35Q: 3 clusters Score -4151605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4151609.000000 Penalty: 5370.837402
	Iteration 36Q: 3 clusters Score -4151609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4151617.750000 Penalty: 5370.837402
	Iteration 37Q: 3 clusters Score -4151618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4151621.250000 Penalty: 5370.837402
	Iteration 38Q: 3 clusters Score -4151621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4151623.750000 Penalty: 5370.837402
	Iteration 39Q: 3 clusters Score -4151624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4151628.750000 Penalty: 5370.837402
	Iteration 40F: 3 clusters Score -4151629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4151634.000000 Penalty: 5370.837402
	Iteration 41Q: 3 clusters Score -4151634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4151643.250000 Penalty: 5370.837402
	Iteration 42Q: 3 clusters Score -4151643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4151646.500000 Penalty: 5370.837402
	Iteration 43Q: 3 clusters Score -4151646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4151645.500000 Penalty: 5370.837402
	Iteration 44Q: 3 clusters Score -4151646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4151647.250000 Penalty: 5370.837402
	Iteration 45Q: 3 clusters Score -4151647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4151648.000000 Penalty: 5370.837402
	Iteration 46Q: 3 clusters Score -4151648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4151649.250000 Penalty: 5370.837402
	Iteration 47Q: 3 clusters Score -4151649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4151649.500000 Penalty: 5370.837402
	Iteration 48Q: 3 clusters Score -4151650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4151656.500000 Penalty: 5370.837402
	Iteration 49Q: 3 clusters Score -4151656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4151655.000000 Penalty: 5370.837402
	Iteration 50Q: 3 clusters Score -4151655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4151652.750000 Penalty: 5370.837402
	Iteration 51Q: 3 clusters Score -4151653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4151656.250000 Penalty: 5370.837402
	Iteration 52Q: 3 clusters Score -4151656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4151657.250000 Penalty: 5370.837402
	Iteration 53Q: 3 clusters Score -4151657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4151663.250000 Penalty: 5370.837402
	Iteration 54Q: 3 clusters Score -4151663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4151666.750000 Penalty: 5370.837402
	Iteration 55Q: 3 clusters Score -4151667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4151670.000000 Penalty: 5370.837402
	Iteration 56Q: 3 clusters Score -4151670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4151668.250000 Penalty: 5370.837402
	Iteration 57Q: 3 clusters Score -4151668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4151668.250000 Penalty: 5370.837402
	Iteration 58F: 3 clusters Score -4151668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Entering Unmasked Estep 
Score: -2646065.750000 Penalty: 2574.340332
	Iteration 0F: 2 clusters Score -2646066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2624051.000000 Penalty: 5148.680664
	Iteration 0F: 3 clusters Score -2624051 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2631825.750000 Penalty: 5148.680664
	Iteration 1F: 3 clusters Score -2631826 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2632258.000000 Penalty: 5148.680664
	Iteration 2Q: 3 clusters Score -2632258 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2632595.000000 Penalty: 5148.680664
	Iteration 3Q: 3 clusters Score -2632595 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2632951.500000 Penalty: 5148.680664
	Iteration 4Q: 3 clusters Score -2632952 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2633230.000000 Penalty: 5148.680664
	Iteration 5Q: 3 clusters Score -2633230 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2633540.000000 Penalty: 5148.680664
	Iteration 6Q: 3 clusters Score -2633540 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2633892.000000 Penalty: 5148.680664
	Iteration 7Q: 3 clusters Score -2633892 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2634263.000000 Penalty: 5148.680664
	Iteration 8Q: 3 clusters Score -2634263 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2634711.000000 Penalty: 5148.680664
	Iteration 9Q: 3 clusters Score -2634711 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2635251.250000 Penalty: 5148.680664
	Iteration 10Q: 3 clusters Score -2635251 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2635902.750000 Penalty: 5148.680664
	Iteration 11Q: 3 clusters Score -2635903 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2636655.000000 Penalty: 5148.680664
	Iteration 12Q: 3 clusters Score -2636655 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2637477.500000 Penalty: 5148.680664
	Iteration 13Q: 3 clusters Score -2637478 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2638262.000000 Penalty: 5148.680664
	Iteration 14Q: 3 clusters Score -2638262 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2638880.000000 Penalty: 5148.680664
	Iteration 15Q: 3 clusters Score -2638880 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2639297.250000 Penalty: 5148.680664
	Iteration 16Q: 3 clusters Score -2639297 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2639540.250000 Penalty: 5148.680664
	Iteration 17Q: 3 clusters Score -2639540 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2639690.500000 Penalty: 5148.680664
	Iteration 18Q: 3 clusters Score -2639690 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2639801.500000 Penalty: 5148.680664
	Iteration 19Q: 3 clusters Score -2639802 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2639864.250000 Penalty: 5148.680664
	Iteration 20F: 3 clusters Score -2639864 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2639930.250000 Penalty: 5148.680664
	Iteration 21Q: 3 clusters Score -2639930 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2639993.000000 Penalty: 5148.680664
	Iteration 22Q: 3 clusters Score -2639993 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2640037.250000 Penalty: 5148.680664
	Iteration 23Q: 3 clusters Score -2640037 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2640073.250000 Penalty: 5148.680664
	Iteration 24Q: 3 clusters Score -2640073 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2640109.750000 Penalty: 5148.680664
	Iteration 25Q: 3 clusters Score -2640110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2640141.750000 Penalty: 5148.680664
	Iteration 26Q: 3 clusters Score -2640142 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2640193.500000 Penalty: 5148.680664
	Iteration 27Q: 3 clusters Score -2640194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2640221.000000 Penalty: 5148.680664
	Iteration 28Q: 3 clusters Score -2640221 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2640257.000000 Penalty: 5148.680664
	Iteration 29Q: 3 clusters Score -2640257 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2640283.750000 Penalty: 5148.680664
	Iteration 30Q: 3 clusters Score -2640284 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2640298.250000 Penalty: 5148.680664
	Iteration 31Q: 3 clusters Score -2640298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2640333.500000 Penalty: 5148.680664
	Iteration 32Q: 3 clusters Score -2640334 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2640347.750000 Penalty: 5148.680664
	Iteration 33Q: 3 clusters Score -2640348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2640376.500000 Penalty: 5148.680664
	Iteration 34Q: 3 clusters Score -2640376 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2640400.750000 Penalty: 5148.680664
	Iteration 35Q: 3 clusters Score -2640401 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2640432.500000 Penalty: 5148.680664
	Iteration 36Q: 3 clusters Score -2640432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2640460.250000 Penalty: 5148.680664
	Iteration 37Q: 3 clusters Score -2640460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2640483.500000 Penalty: 5148.680664
	Iteration 38Q: 3 clusters Score -2640484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2640498.750000 Penalty: 5148.680664
	Iteration 39Q: 3 clusters Score -2640499 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2640508.500000 Penalty: 5148.680664
	Iteration 40F: 3 clusters Score -2640508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2640522.000000 Penalty: 5148.680664
	Iteration 41Q: 3 clusters Score -2640522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2640535.750000 Penalty: 5148.680664
	Iteration 42Q: 3 clusters Score -2640536 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2640562.000000 Penalty: 5148.680664
	Iteration 43Q: 3 clusters Score -2640562 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2640581.000000 Penalty: 5148.680664
	Iteration 44Q: 3 clusters Score -2640581 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2640600.000000 Penalty: 5148.680664
	Iteration 45Q: 3 clusters Score -2640600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2640627.000000 Penalty: 5148.680664
	Iteration 46Q: 3 clusters Score -2640627 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2640653.000000 Penalty: 5148.680664
	Iteration 47Q: 3 clusters Score -2640653 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2640692.000000 Penalty: 5148.680664
	Iteration 48Q: 3 clusters Score -2640692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2640709.500000 Penalty: 5148.680664
	Iteration 49Q: 3 clusters Score -2640710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2640736.000000 Penalty: 5148.680664
	Iteration 50Q: 3 clusters Score -2640736 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2640773.250000 Penalty: 5148.680664
	Iteration 51Q: 3 clusters Score -2640773 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2640804.500000 Penalty: 5148.680664
	Iteration 52Q: 3 clusters Score -2640804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2640841.500000 Penalty: 5148.680664
	Iteration 53Q: 3 clusters Score -2640842 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2640889.500000 Penalty: 5148.680664
	Iteration 54Q: 3 clusters Score -2640890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2640935.750000 Penalty: 5148.680664
	Iteration 55Q: 3 clusters Score -2640936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2640972.000000 Penalty: 5148.680664
	Iteration 56Q: 3 clusters Score -2640972 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2641018.750000 Penalty: 5148.680664
	Iteration 57Q: 3 clusters Score -2641019 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2641056.750000 Penalty: 5148.680664
	Iteration 58Q: 3 clusters Score -2641057 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2641088.750000 Penalty: 5148.680664
	Iteration 59Q: 3 clusters Score -2641089 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2641134.500000 Penalty: 5148.680664
	Iteration 60F: 3 clusters Score -2641134 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2641175.000000 Penalty: 5148.680664
	Iteration 61Q: 3 clusters Score -2641175 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2641238.250000 Penalty: 5148.680664
	Iteration 62Q: 3 clusters Score -2641238 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2641287.250000 Penalty: 5148.680664
	Iteration 63Q: 3 clusters Score -2641287 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2641349.250000 Penalty: 5148.680664
	Iteration 64Q: 3 clusters Score -2641349 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2641408.750000 Penalty: 5148.680664
	Iteration 65Q: 3 clusters Score -2641409 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2641498.500000 Penalty: 5148.680664
	Iteration 66Q: 3 clusters Score -2641498 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2641572.000000 Penalty: 5148.680664
	Iteration 67Q: 3 clusters Score -2641572 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2641663.750000 Penalty: 5148.680664
	Iteration 68Q: 3 clusters Score -2641664 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2641749.500000 Penalty: 5148.680664
	Iteration 69Q: 3 clusters Score -2641750 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2641863.500000 Penalty: 5148.680664
	Iteration 70Q: 3 clusters Score -2641864 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2641982.750000 Penalty: 5148.680664
	Iteration 71Q: 3 clusters Score -2641983 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2642094.250000 Penalty: 5148.680664
	Iteration 72Q: 3 clusters Score -2642094 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2642225.500000 Penalty: 5148.680664
	Iteration 73Q: 3 clusters Score -2642226 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -2642390.250000 Penalty: 5148.680664
	Iteration 74Q: 3 clusters Score -2642390 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2642548.500000 Penalty: 5148.680664
	Iteration 75Q: 3 clusters Score -2642548 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2642724.000000 Penalty: 5148.680664
	Iteration 76Q: 3 clusters Score -2642724 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -2642859.250000 Penalty: 5148.680664
	Iteration 77Q: 3 clusters Score -2642859 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -2643000.000000 Penalty: 5148.680664
	Iteration 78Q: 3 clusters Score -2643000 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2643136.500000 Penalty: 5148.680664
	Iteration 79Q: 3 clusters Score -2643136 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -2643247.750000 Penalty: 5148.680664
	Iteration 80F: 3 clusters Score -2643248 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -2643362.750000 Penalty: 5148.680664
	Iteration 81Q: 3 clusters Score -2643363 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -2643439.500000 Penalty: 5148.680664
	Iteration 82Q: 3 clusters Score -2643440 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -2643502.000000 Penalty: 5148.680664
	Iteration 83Q: 3 clusters Score -2643502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -2643550.500000 Penalty: 5148.680664
	Iteration 84Q: 3 clusters Score -2643550 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -2643598.500000 Penalty: 5148.680664
	Iteration 85Q: 3 clusters Score -2643598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2643644.000000 Penalty: 5148.680664
	Iteration 86Q: 3 clusters Score -2643644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -2643727.250000 Penalty: 5148.680664
	Iteration 87Q: 3 clusters Score -2643727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -2643790.500000 Penalty: 5148.680664
	Iteration 88Q: 3 clusters Score -2643790 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2643841.500000 Penalty: 5148.680664
	Iteration 89Q: 3 clusters Score -2643842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -2643887.750000 Penalty: 5148.680664
	Iteration 90Q: 3 clusters Score -2643888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2643955.750000 Penalty: 5148.680664
	Iteration 91Q: 3 clusters Score -2643956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -2644017.750000 Penalty: 5148.680664
	Iteration 92Q: 3 clusters Score -2644018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -2644049.500000 Penalty: 5148.680664
	Iteration 93Q: 3 clusters Score -2644050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -2644086.500000 Penalty: 5148.680664
	Iteration 94Q: 3 clusters Score -2644086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -2644134.000000 Penalty: 5148.680664
	Iteration 95Q: 3 clusters Score -2644134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2644156.250000 Penalty: 5148.680664
	Iteration 96Q: 3 clusters Score -2644156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -2644190.500000 Penalty: 5148.680664
	Iteration 97Q: 3 clusters Score -2644190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -2644228.500000 Penalty: 5148.680664
	Iteration 98Q: 3 clusters Score -2644228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -2644256.500000 Penalty: 5148.680664
	Iteration 99Q: 3 clusters Score -2644256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -2644282.750000 Penalty: 5148.680664
	Iteration 100F: 3 clusters Score -2644283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -2644298.000000 Penalty: 5148.680664
	Iteration 101Q: 3 clusters Score -2644298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -2644321.500000 Penalty: 5148.680664
	Iteration 102Q: 3 clusters Score -2644322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -2644331.000000 Penalty: 5148.680664
	Iteration 103Q: 3 clusters Score -2644331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -2644350.500000 Penalty: 5148.680664
	Iteration 104Q: 3 clusters Score -2644350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -2644365.500000 Penalty: 5148.680664
	Iteration 105Q: 3 clusters Score -2644366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -2644372.500000 Penalty: 5148.680664
	Iteration 106Q: 3 clusters Score -2644372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -2644379.250000 Penalty: 5148.680664
	Iteration 107Q: 3 clusters Score -2644379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -2644388.000000 Penalty: 5148.680664
	Iteration 108Q: 3 clusters Score -2644388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -2644394.000000 Penalty: 5148.680664
	Iteration 109Q: 3 clusters Score -2644394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2644402.750000 Penalty: 5148.680664
	Iteration 110Q: 3 clusters Score -2644403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -2644400.000000 Penalty: 5148.680664
	Iteration 111Q: 3 clusters Score -2644400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -2644400.000000 Penalty: 5148.680664
	Iteration 112Q: 3 clusters Score -2644400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -2644404.000000 Penalty: 5148.680664
	Iteration 113Q: 3 clusters Score -2644404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -2644403.250000 Penalty: 5148.680664
	Iteration 114Q: 3 clusters Score -2644403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -2644407.500000 Penalty: 5148.680664
	Iteration 115Q: 3 clusters Score -2644408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -2644406.250000 Penalty: 5148.680664
	Iteration 116Q: 3 clusters Score -2644406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -2644401.500000 Penalty: 5148.680664
	Iteration 117Q: 3 clusters Score -2644402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -2644404.000000 Penalty: 5148.680664
	Iteration 118Q: 3 clusters Score -2644404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -2644402.500000 Penalty: 5148.680664
	Iteration 119Q: 3 clusters Score -2644402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -2644401.750000 Penalty: 5148.680664
	Iteration 120F: 3 clusters Score -2644402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -253160.078125 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -253160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -249696.609375 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -249696.6 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -250430.515625 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -250430.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -250612.484375 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -250612.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -250726.421875 Penalty: 4026.038818
	Iteration 3Q: 3 clusters Score -250726.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -250806.937500 Penalty: 4026.038818
	Iteration 4Q: 3 clusters Score -250806.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -250867.187500 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -250867.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250906.609375 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -250906.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -250931.687500 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -250931.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -250951.015625 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -250951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -250964.437500 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -250964.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -250978.859375 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -250978.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -250988.625000 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -250988.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -250997.437500 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -250997.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -251010.765625 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -251010.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -251020.828125 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -251020.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -251029.171875 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -251029.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -251037.859375 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -251037.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -251046.484375 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -251046.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -251054.390625 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -251054.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -251063.312500 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -251063.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -251070.406250 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -251070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -251074.968750 Penalty: 4026.038818
	Iteration 21Q: 3 clusters Score -251075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -251078.921875 Penalty: 4026.038818
	Iteration 22Q: 3 clusters Score -251078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -251080.890625 Penalty: 4026.038818
	Iteration 23Q: 3 clusters Score -251080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -251084.406250 Penalty: 4026.038818
	Iteration 24Q: 3 clusters Score -251084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -251087.265625 Penalty: 4026.038818
	Iteration 25Q: 3 clusters Score -251087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -251089.515625 Penalty: 4026.038818
	Iteration 26Q: 3 clusters Score -251089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -251093.484375 Penalty: 4026.038818
	Iteration 27Q: 3 clusters Score -251093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -251097.156250 Penalty: 4026.038818
	Iteration 28Q: 3 clusters Score -251097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -251101.765625 Penalty: 4026.038818
	Iteration 29Q: 3 clusters Score -251101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -251105.609375 Penalty: 4026.038818
	Iteration 30Q: 3 clusters Score -251105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -251108.812500 Penalty: 4026.038818
	Iteration 31Q: 3 clusters Score -251108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -251112.578125 Penalty: 4026.038818
	Iteration 32Q: 3 clusters Score -251112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -251117.890625 Penalty: 4026.038818
	Iteration 33Q: 3 clusters Score -251117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -251120.218750 Penalty: 4026.038818
	Iteration 34Q: 3 clusters Score -251120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -251121.984375 Penalty: 4026.038818
	Iteration 35Q: 3 clusters Score -251122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -251126.734375 Penalty: 4026.038818
	Iteration 36Q: 3 clusters Score -251126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -251134.156250 Penalty: 4026.038818
	Iteration 37Q: 3 clusters Score -251134.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -251142.062500 Penalty: 4026.038818
	Iteration 38Q: 3 clusters Score -251142.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -251149.453125 Penalty: 4026.038818
	Iteration 39Q: 3 clusters Score -251149.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -251155.218750 Penalty: 4026.038818
	Iteration 40F: 3 clusters Score -251155.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -251160.515625 Penalty: 4026.038818
	Iteration 41Q: 3 clusters Score -251160.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -251168.000000 Penalty: 4026.038818
	Iteration 42Q: 3 clusters Score -251168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -251176.687500 Penalty: 4026.038818
	Iteration 43Q: 3 clusters Score -251176.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -251186.078125 Penalty: 4026.038818
	Iteration 44Q: 3 clusters Score -251186.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -251196.828125 Penalty: 4026.038818
	Iteration 45Q: 3 clusters Score -251196.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -251212.375000 Penalty: 4026.038818
	Iteration 46Q: 3 clusters Score -251212.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -251229.234375 Penalty: 4026.038818
	Iteration 47Q: 3 clusters Score -251229.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -251245.437500 Penalty: 4026.038818
	Iteration 48Q: 3 clusters Score -251245.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -251264.515625 Penalty: 4026.038818
	Iteration 49Q: 3 clusters Score -251264.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -251279.609375 Penalty: 4026.038818
	Iteration 50Q: 3 clusters Score -251279.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -251300.734375 Penalty: 4026.038818
	Iteration 51Q: 3 clusters Score -251300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251324.609375 Penalty: 4026.038818
	Iteration 52Q: 3 clusters Score -251324.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251344.531250 Penalty: 4026.038818
	Iteration 53Q: 3 clusters Score -251344.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -251361.609375 Penalty: 4026.038818
	Iteration 54Q: 3 clusters Score -251361.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251377.078125 Penalty: 4026.038818
	Iteration 55Q: 3 clusters Score -251377.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -251393.437500 Penalty: 4026.038818
	Iteration 56Q: 3 clusters Score -251393.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -251408.375000 Penalty: 4026.038818
	Iteration 57Q: 3 clusters Score -251408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -251421.375000 Penalty: 4026.038818
	Iteration 58Q: 3 clusters Score -251421.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -251433.140625 Penalty: 4026.038818
	Iteration 59Q: 3 clusters Score -251433.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -251454.062500 Penalty: 4026.038818
	Iteration 60F: 3 clusters Score -251454.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -251483.906250 Penalty: 4026.038818
	Iteration 61Q: 3 clusters Score -251483.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -251518.578125 Penalty: 4026.038818
	Iteration 62Q: 3 clusters Score -251518.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -251553.015625 Penalty: 4026.038818
	Iteration 63Q: 3 clusters Score -251553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -251576.859375 Penalty: 4026.038818
	Iteration 64Q: 3 clusters Score -251576.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -251601.125000 Penalty: 4026.038818
	Iteration 65Q: 3 clusters Score -251601.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -251623.203125 Penalty: 4026.038818
	Iteration 66Q: 3 clusters Score -251623.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -251643.984375 Penalty: 4026.038818
	Iteration 67Q: 3 clusters Score -251644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -251654.875000 Penalty: 4026.038818
	Iteration 68Q: 3 clusters Score -251654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -251661.171875 Penalty: 4026.038818
	Iteration 69Q: 3 clusters Score -251661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -251663.671875 Penalty: 4026.038818
	Iteration 70Q: 3 clusters Score -251663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -251664.593750 Penalty: 4026.038818
	Iteration 71Q: 3 clusters Score -251664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -251665.343750 Penalty: 4026.038818
	Iteration 72Q: 3 clusters Score -251665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -251665.921875 Penalty: 4026.038818
	Iteration 73Q: 3 clusters Score -251665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -251666.671875 Penalty: 4026.038818
	Iteration 74Q: 3 clusters Score -251666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -251667.531250 Penalty: 4026.038818
	Iteration 75Q: 3 clusters Score -251667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -251669.421875 Penalty: 4026.038818
	Iteration 76Q: 3 clusters Score -251669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -251670.546875 Penalty: 4026.038818
	Iteration 77Q: 3 clusters Score -251670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -251670.546875 Penalty: 4026.038818
	Iteration 78F: 3 clusters Score -251670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -229158.062500 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -229158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -225901.890625 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -225901.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -226546.921875 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -226546.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -226728.437500 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -226728.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -226831.593750 Penalty: 3966.507080
	Iteration 3Q: 3 clusters Score -226831.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -226899.109375 Penalty: 3966.507080
	Iteration 4Q: 3 clusters Score -226899.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -226936.390625 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -226936.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226971.656250 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -226971.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -226997.781250 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -226997.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -227025.765625 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -227025.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -227047.109375 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -227047.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -227059.375000 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -227059.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -227070.078125 Penalty: 3966.507080
	Iteration 11Q: 3 clusters Score -227070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -227080.421875 Penalty: 3966.507080
	Iteration 12Q: 3 clusters Score -227080.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -227090.796875 Penalty: 3966.507080
	Iteration 13Q: 3 clusters Score -227090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -227098.062500 Penalty: 3966.507080
	Iteration 14Q: 3 clusters Score -227098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -227100.296875 Penalty: 3966.507080
	Iteration 15Q: 3 clusters Score -227100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -227101.906250 Penalty: 3966.507080
	Iteration 16Q: 3 clusters Score -227101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -227101.843750 Penalty: 3966.507080
	Iteration 17Q: 3 clusters Score -227101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -227101.843750 Penalty: 3966.507080
	Iteration 18F: 3 clusters Score -227101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -297239.625000 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -297239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -293443.031250 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -293443 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -294317.937500 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -294317.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -294521.437500 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -294521.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -294659.906250 Penalty: 4101.672363
	Iteration 3Q: 3 clusters Score -294659.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -294765.093750 Penalty: 4101.672363
	Iteration 4Q: 3 clusters Score -294765.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -294855.718750 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -294855.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -294963.093750 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -294963.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -295063.312500 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -295063.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -295170.937500 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -295170.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -295249.343750 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -295249.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -295309.062500 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -295309.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -295351.968750 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -295352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -295384.937500 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -295384.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -295412.843750 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -295412.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -295438.218750 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -295438.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -295454.531250 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -295454.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -295464.250000 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -295464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -295472.218750 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -295472.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -295474.531250 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -295474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -295477.968750 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -295478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -295480.406250 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -295480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -295480.812500 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -295480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -295482.187500 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -295482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -295482.187500 Penalty: 4101.672363
	Iteration 23F: 3 clusters Score -295482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1165077.375000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1165077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1154685.875000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1154686 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1157975.750000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1157976 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1158293.250000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1158293 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1158512.250000 Penalty: 4740.119141
	Iteration 3Q: 3 clusters Score -1158512 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1158708.625000 Penalty: 4740.119141
	Iteration 4Q: 3 clusters Score -1158709 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1158894.750000 Penalty: 4740.119141
	Iteration 5Q: 3 clusters Score -1158895 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1159086.250000 Penalty: 4740.119141
	Iteration 6Q: 3 clusters Score -1159086 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1159311.625000 Penalty: 4740.119141
	Iteration 7Q: 3 clusters Score -1159312 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1159590.625000 Penalty: 4740.119141
	Iteration 8Q: 3 clusters Score -1159591 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1159978.875000 Penalty: 4740.119141
	Iteration 9Q: 3 clusters Score -1159979 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1160421.250000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1160421 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1160930.250000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1160930 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1161473.000000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1161473 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1161970.625000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1161971 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1162357.125000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1162357 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1162618.375000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1162618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1162743.500000 Penalty: 4740.119141
	Iteration 16Q: 3 clusters Score -1162744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1162819.500000 Penalty: 4740.119141
	Iteration 17Q: 3 clusters Score -1162820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1162862.375000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1162862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1162890.375000 Penalty: 4740.119141
	Iteration 19Q: 3 clusters Score -1162890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1162911.875000 Penalty: 4740.119141
	Iteration 20F: 3 clusters Score -1162912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1162925.000000 Penalty: 4740.119141
	Iteration 21Q: 3 clusters Score -1162925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1162937.000000 Penalty: 4740.119141
	Iteration 22Q: 3 clusters Score -1162937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1162957.625000 Penalty: 4740.119141
	Iteration 23Q: 3 clusters Score -1162958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1162976.875000 Penalty: 4740.119141
	Iteration 24Q: 3 clusters Score -1162977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1162990.375000 Penalty: 4740.119141
	Iteration 25Q: 3 clusters Score -1162990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1162996.125000 Penalty: 4740.119141
	Iteration 26Q: 3 clusters Score -1162996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1162998.875000 Penalty: 4740.119141
	Iteration 27Q: 3 clusters Score -1162999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1163013.250000 Penalty: 4740.119141
	Iteration 28Q: 3 clusters Score -1163013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1163015.500000 Penalty: 4740.119141
	Iteration 29Q: 3 clusters Score -1163016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1163018.000000 Penalty: 4740.119141
	Iteration 30Q: 3 clusters Score -1163018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1163023.000000 Penalty: 4740.119141
	Iteration 31Q: 3 clusters Score -1163023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1163027.875000 Penalty: 4740.119141
	Iteration 32Q: 3 clusters Score -1163028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1163030.875000 Penalty: 4740.119141
	Iteration 33Q: 3 clusters Score -1163031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1163030.875000 Penalty: 4740.119141
	Iteration 34F: 3 clusters Score -1163031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -380496.812500 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -380496.8 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 2410 members 
Entering Unmasked Estep 
Score: -376093.406250 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -376093.4 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -377131.218750 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -377131.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -377305.031250 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -377305 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -377412.781250 Penalty: 4217.434082
	Iteration 3Q: 3 clusters Score -377412.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -377482.312500 Penalty: 4217.434082
	Iteration 4Q: 3 clusters Score -377482.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -377533.531250 Penalty: 4217.434082
	Iteration 5Q: 3 clusters Score -377533.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -377575.093750 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -377575.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -377618.593750 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -377618.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -377675.156250 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -377675.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -377746.906250 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -377746.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -377834.125000 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -377834.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -377942.125000 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -377942.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -378099.250000 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -378099.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -378299.312500 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -378299.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -378532.156250 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -378532.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -378728.968750 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -378729 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -378894.531250 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -378894.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -379000.968750 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -379001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -379061.531250 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -379061.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -379099.625000 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -379099.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -379128.250000 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -379128.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -379148.250000 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -379148.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -379160.250000 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -379160.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -379169.093750 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -379169.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -379178.031250 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -379178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -379183.937500 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -379183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -379186.875000 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -379186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -379188.156250 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -379188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -379188.812500 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -379188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -379189.031250 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -379189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -379190.250000 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -379190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -379190.250000 Penalty: 4217.434082
	Iteration 31F: 3 clusters Score -379190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (844696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844696 members 
Entering Unmasked Estep 
Score: -68210536.000000 Penalty: 3384.389648
	Iteration 0F: 2 clusters Score -6.821054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422512 members 
Mstep: Class 2 contains 422184 members 
Entering Unmasked Estep 
Score: -67646152.000000 Penalty: 6768.779297
	Iteration 0F: 3 clusters Score -6.764615e+07 nChanged 414239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427911 members 
Mstep: Class 2 contains 416785 members 
Entering Unmasked Estep 
Score: -67897536.000000 Penalty: 6768.779297
	Iteration 1F: 3 clusters Score -6.789754e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430465 members 
Mstep: Class 2 contains 414231 members 
Entering Unmasked Estep 
Score: -67899680.000000 Penalty: 6768.779297
	Iteration 2Q: 3 clusters Score -6.789968e+07 nChanged 16652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434457 members 
Mstep: Class 2 contains 410239 members 
Entering Unmasked Estep 
Score: -67902768.000000 Penalty: 6768.779297
	Iteration 3Q: 3 clusters Score -6.790277e+07 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440949 members 
Mstep: Class 2 contains 403747 members 
Entering Unmasked Estep 
Score: -67906264.000000 Penalty: 6768.779297
	Iteration 4Q: 3 clusters Score -6.790626e+07 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451132 members 
Mstep: Class 2 contains 393564 members 
Entering Unmasked Estep 
Score: -67911568.000000 Penalty: 6768.779297
	Iteration 5Q: 3 clusters Score -6.791157e+07 nChanged 25149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466843 members 
Mstep: Class 2 contains 377853 members 
Entering Unmasked Estep 
Score: -67919232.000000 Penalty: 6768.779297
	Iteration 6Q: 3 clusters Score -6.791923e+07 nChanged 31464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490801 members 
Mstep: Class 2 contains 353895 members 
Entering Unmasked Estep 
Score: -67931504.000000 Penalty: 6768.779297
	Iteration 7Q: 3 clusters Score -6.79315e+07 nChanged 40503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525410 members 
Mstep: Class 2 contains 319286 members 
Entering Unmasked Estep 
Score: -67952064.000000 Penalty: 6768.779297
	Iteration 8Q: 3 clusters Score -6.795206e+07 nChanged 50540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571714 members 
Mstep: Class 2 contains 272982 members 
Entering Unmasked Estep 
Score: -67984096.000000 Penalty: 6768.779297
	Iteration 9F: 3 clusters Score -6.79841e+07 nChanged 57248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625952 members 
Mstep: Class 2 contains 218744 members 
Entering Unmasked Estep 
Score: -68026376.000000 Penalty: 6768.779297
	Iteration 10F: 3 clusters Score -6.802638e+07 nChanged 55538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679032 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -68070784.000000 Penalty: 6768.779297
	Iteration 11F: 3 clusters Score -6.807078e+07 nChanged 44992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721908 members 
Mstep: Class 2 contains 122788 members 
Entering Unmasked Estep 
Score: -68106688.000000 Penalty: 6768.779297
	Iteration 12F: 3 clusters Score -6.810669e+07 nChanged 33360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753796 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -68133296.000000 Penalty: 6768.779297
	Iteration 13Q: 3 clusters Score -6.81333e+07 nChanged 25001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778061 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -68152808.000000 Penalty: 6768.779297
	Iteration 14Q: 3 clusters Score -6.815281e+07 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796954 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -68167832.000000 Penalty: 6768.779297
	Iteration 15Q: 3 clusters Score -6.816783e+07 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811616 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -68179384.000000 Penalty: 6768.779297
	Iteration 16Q: 3 clusters Score -6.817938e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823000 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -68189256.000000 Penalty: 6768.779297
	Iteration 17Q: 3 clusters Score -6.818926e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831394 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -68196592.000000 Penalty: 6768.779297
	Iteration 18Q: 3 clusters Score -6.819659e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837070 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -68201024.000000 Penalty: 6768.779297
	Iteration 19Q: 3 clusters Score -6.820102e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840484 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -68203864.000000 Penalty: 6768.779297
	Iteration 20F: 3 clusters Score -6.820386e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842335 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -68205520.000000 Penalty: 6768.779297
	Iteration 21Q: 3 clusters Score -6.820552e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843272 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -68206312.000000 Penalty: 6768.779297
	Iteration 22Q: 3 clusters Score -6.820631e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843726 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -68206888.000000 Penalty: 6768.779297
	Iteration 23Q: 3 clusters Score -6.820689e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843964 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -68207128.000000 Penalty: 6768.779297
	Iteration 24Q: 3 clusters Score -6.820713e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844093 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68207296.000000 Penalty: 6768.779297
	Iteration 25Q: 3 clusters Score -6.82073e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844176 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68207480.000000 Penalty: 6768.779297
	Iteration 26Q: 3 clusters Score -6.820748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844223 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68207480.000000 Penalty: 6768.779297
	Iteration 27Q: 3 clusters Score -6.820748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844246 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -68207504.000000 Penalty: 6768.779297
	Iteration 28Q: 3 clusters Score -6.82075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68207512.000000 Penalty: 6768.779297
	Iteration 29Q: 3 clusters Score -6.820751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68207512.000000 Penalty: 6768.779297
	Iteration 30Q: 3 clusters Score -6.820751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844288 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68207552.000000 Penalty: 6768.779297
	Iteration 31Q: 3 clusters Score -6.820755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844290 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68207560.000000 Penalty: 6768.779297
	Iteration 32Q: 3 clusters Score -6.820756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68207504.000000 Penalty: 6768.779297
	Iteration 33Q: 3 clusters Score -6.82075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844301 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68207512.000000 Penalty: 6768.779297
	Iteration 34Q: 3 clusters Score -6.820751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68207480.000000 Penalty: 6768.779297
	Iteration 35Q: 3 clusters Score -6.820748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68207512.000000 Penalty: 6768.779297
	Iteration 36Q: 3 clusters Score -6.820751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844315 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68207496.000000 Penalty: 6768.779297
	Iteration 37Q: 3 clusters Score -6.82075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844320 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68207536.000000 Penalty: 6768.779297
	Iteration 38Q: 3 clusters Score -6.820754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844321 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68207520.000000 Penalty: 6768.779297
	Iteration 39Q: 3 clusters Score -6.820752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68207560.000000 Penalty: 6768.779297
	Iteration 40F: 3 clusters Score -6.820756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844321 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68207544.000000 Penalty: 6768.779297
	Iteration 41Q: 3 clusters Score -6.820754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68207568.000000 Penalty: 6768.779297
	Iteration 42Q: 3 clusters Score -6.820757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844319 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68207576.000000 Penalty: 6768.779297
	Iteration 43Q: 3 clusters Score -6.820758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68207568.000000 Penalty: 6768.779297
	Iteration 44Q: 3 clusters Score -6.820757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68207568.000000 Penalty: 6768.779297
	Iteration 45F: 3 clusters Score -6.820757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -86508.195312 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -86508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84413.226562 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -84413.23 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84760.890625 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -84760.89 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84869.148438 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -84869.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84925.117188 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -84925.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84950.148438 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -84950.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84963.078125 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -84963.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84973.664062 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -84973.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84989.179688 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -84989.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -85001.070312 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -85001.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85010.242188 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -85010.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85012.781250 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -85012.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85018.351562 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -85018.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85022.914062 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -85022.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85023.671875 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -85023.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85025.078125 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -85025.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85025.703125 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -85025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85025.703125 Penalty: 3506.235596
	Iteration 16F: 3 clusters Score -85025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -216966.187500 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -216966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -213811.609375 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -213811.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -214493.984375 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -214494 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -214624.562500 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -214624.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -214721.109375 Penalty: 3952.973145
	Iteration 3Q: 3 clusters Score -214721.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -214808.718750 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -214808.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -214872.500000 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -214872.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -214933.843750 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -214933.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -214987.562500 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -214987.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215030.750000 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -215030.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -215060.031250 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -215060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -215088.343750 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -215088.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -215119.640625 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -215119.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -215151.453125 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -215151.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -215183.828125 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -215183.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -215213.984375 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -215214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -215240.859375 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -215240.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -215272.109375 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -215272.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -215291.718750 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -215291.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -215313.484375 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -215313.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -215334.546875 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -215334.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -215354.484375 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -215354.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -215363.796875 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -215363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -215375.046875 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -215375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -215388.078125 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -215388.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -215403.484375 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -215403.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215414.468750 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -215414.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -215427.593750 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -215427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -215437.546875 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -215437.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -215456.296875 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -215456.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -215477.984375 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -215478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -215497.750000 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -215497.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215529.125000 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -215529.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215557.656250 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -215557.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -215582.937500 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -215582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215615.093750 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -215615.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -215649.625000 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -215649.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -215673.734375 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -215673.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215694.453125 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -215694.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -215713.468750 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -215713.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -215730.812500 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -215730.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -215743.015625 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -215743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215760.812500 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -215760.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -215774.031250 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -215774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -215785.375000 Penalty: 3952.973145
	Iteration 43Q: 3 clusters Score -215785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -215793.671875 Penalty: 3952.973145
	Iteration 44Q: 3 clusters Score -215793.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -215804.687500 Penalty: 3952.973145
	Iteration 45Q: 3 clusters Score -215804.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -215814.890625 Penalty: 3952.973145
	Iteration 46Q: 3 clusters Score -215814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -215827.937500 Penalty: 3952.973145
	Iteration 47Q: 3 clusters Score -215827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -215834.703125 Penalty: 3952.973145
	Iteration 48Q: 3 clusters Score -215834.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -215843.265625 Penalty: 3952.973145
	Iteration 49Q: 3 clusters Score -215843.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -215849.968750 Penalty: 3952.973145
	Iteration 50Q: 3 clusters Score -215850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -215856.046875 Penalty: 3952.973145
	Iteration 51Q: 3 clusters Score -215856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -215860.531250 Penalty: 3952.973145
	Iteration 52Q: 3 clusters Score -215860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215863.765625 Penalty: 3952.973145
	Iteration 53Q: 3 clusters Score -215863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -215865.484375 Penalty: 3952.973145
	Iteration 54Q: 3 clusters Score -215865.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215866.375000 Penalty: 3952.973145
	Iteration 55Q: 3 clusters Score -215866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -215866.375000 Penalty: 3952.973145
	Iteration 56F: 3 clusters Score -215866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -690697.562500 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -690697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -683664.375000 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -683664.4 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -685619.375000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -685619.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -685940.125000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -685940.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -686158.687500 Penalty: 4515.904785
	Iteration 3F: 3 clusters Score -686158.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -686346.750000 Penalty: 4515.904785
	Iteration 4Q: 3 clusters Score -686346.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -686575.562500 Penalty: 4515.904785
	Iteration 5Q: 3 clusters Score -686575.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -686871.375000 Penalty: 4515.904785
	Iteration 6Q: 3 clusters Score -686871.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -687145.187500 Penalty: 4515.904785
	Iteration 7Q: 3 clusters Score -687145.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -687427.875000 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -687427.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -687703.500000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -687703.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -688012.625000 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -688012.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -688351.562500 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -688351.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -688673.500000 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -688673.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -688928.812500 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -688928.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -689150.625000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -689150.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -689290.687500 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -689290.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -689393.125000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -689393.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -689473.562500 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -689473.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -689521.750000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -689521.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -689559.500000 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -689559.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -689586.312500 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -689586.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -689606.312500 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -689606.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -689629.000000 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -689629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -689642.375000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -689642.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -689654.687500 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -689654.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -689660.875000 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -689660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -689667.187500 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -689667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -689672.750000 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -689672.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -689672.562500 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -689672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -689675.375000 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -689675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -689675.687500 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -689675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -689675.500000 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -689675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -689675.500000 Penalty: 4515.904785
	Iteration 32F: 3 clusters Score -689675.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Entering Unmasked Estep 
Score: -8017996.500000 Penalty: 2849.041260
	Iteration 0F: 2 clusters Score -8017996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -7952371.000000 Penalty: 5698.082520
	Iteration 0F: 3 clusters Score -7952371 nChanged 46326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -7978960.000000 Penalty: 5698.082520
	Iteration 1F: 3 clusters Score -7978960 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -7979677.500000 Penalty: 5698.082520
	Iteration 2Q: 3 clusters Score -7979678 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -7980453.000000 Penalty: 5698.082520
	Iteration 3Q: 3 clusters Score -7980453 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -7981647.000000 Penalty: 5698.082520
	Iteration 4Q: 3 clusters Score -7981647 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60768 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -7983688.500000 Penalty: 5698.082520
	Iteration 5Q: 3 clusters Score -7983688 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -7987494.000000 Penalty: 5698.082520
	Iteration 6F: 3 clusters Score -7987494 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7993578.500000 Penalty: 5698.082520
	Iteration 7F: 3 clusters Score -7993578 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -8001778.500000 Penalty: 5698.082520
	Iteration 8F: 3 clusters Score -8001778 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -8008942.000000 Penalty: 5698.082520
	Iteration 9F: 3 clusters Score -8008942 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -8012864.500000 Penalty: 5698.082520
	Iteration 10Q: 3 clusters Score -8012864 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8014563.000000 Penalty: 5698.082520
	Iteration 11Q: 3 clusters Score -8014563 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8015361.000000 Penalty: 5698.082520
	Iteration 12Q: 3 clusters Score -8015361 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95173 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8015733.500000 Penalty: 5698.082520
	Iteration 13Q: 3 clusters Score -8015734 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8015930.000000 Penalty: 5698.082520
	Iteration 14Q: 3 clusters Score -8015930 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8016026.500000 Penalty: 5698.082520
	Iteration 15Q: 3 clusters Score -8016026 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8016116.500000 Penalty: 5698.082520
	Iteration 16Q: 3 clusters Score -8016116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8016140.000000 Penalty: 5698.082520
	Iteration 17Q: 3 clusters Score -8016140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8016166.000000 Penalty: 5698.082520
	Iteration 18Q: 3 clusters Score -8016166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8016163.500000 Penalty: 5698.082520
	Iteration 19Q: 3 clusters Score -8016164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8016169.000000 Penalty: 5698.082520
	Iteration 20F: 3 clusters Score -8016169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8016172.500000 Penalty: 5698.082520
	Iteration 21Q: 3 clusters Score -8016172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8016168.500000 Penalty: 5698.082520
	Iteration 22Q: 3 clusters Score -8016168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8016176.500000 Penalty: 5698.082520
	Iteration 23Q: 3 clusters Score -8016176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8016177.000000 Penalty: 5698.082520
	Iteration 24Q: 3 clusters Score -8016177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95781 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8016179.000000 Penalty: 5698.082520
	Iteration 25Q: 3 clusters Score -8016179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8016183.000000 Penalty: 5698.082520
	Iteration 26Q: 3 clusters Score -8016183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8016183.500000 Penalty: 5698.082520
	Iteration 27Q: 3 clusters Score -8016184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8016180.500000 Penalty: 5698.082520
	Iteration 28Q: 3 clusters Score -8016180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8016178.000000 Penalty: 5698.082520
	Iteration 29Q: 3 clusters Score -8016178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8016182.500000 Penalty: 5698.082520
	Iteration 30Q: 3 clusters Score -8016182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8016183.000000 Penalty: 5698.082520
	Iteration 31Q: 3 clusters Score -8016183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8016187.500000 Penalty: 5698.082520
	Iteration 32Q: 3 clusters Score -8016188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8016183.500000 Penalty: 5698.082520
	Iteration 33Q: 3 clusters Score -8016184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8016182.000000 Penalty: 5698.082520
	Iteration 34Q: 3 clusters Score -8016182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8016182.000000 Penalty: 5698.082520
	Iteration 35F: 3 clusters Score -8016182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Entering Unmasked Estep 
Score: -1313864.250000 Penalty: 2406.758301
	Iteration 0F: 2 clusters Score -1313864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1302159.250000 Penalty: 4813.516602
	Iteration 0F: 3 clusters Score -1302159 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1305804.125000 Penalty: 4813.516602
	Iteration 1F: 3 clusters Score -1305804 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1306149.875000 Penalty: 4813.516602
	Iteration 2F: 3 clusters Score -1306150 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1306381.000000 Penalty: 4813.516602
	Iteration 3Q: 3 clusters Score -1306381 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1306546.375000 Penalty: 4813.516602
	Iteration 4Q: 3 clusters Score -1306546 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1306686.875000 Penalty: 4813.516602
	Iteration 5Q: 3 clusters Score -1306687 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1306810.750000 Penalty: 4813.516602
	Iteration 6Q: 3 clusters Score -1306811 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1306928.750000 Penalty: 4813.516602
	Iteration 7Q: 3 clusters Score -1306929 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1307043.125000 Penalty: 4813.516602
	Iteration 8Q: 3 clusters Score -1307043 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1307181.000000 Penalty: 4813.516602
	Iteration 9Q: 3 clusters Score -1307181 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1307339.625000 Penalty: 4813.516602
	Iteration 10Q: 3 clusters Score -1307340 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1307546.375000 Penalty: 4813.516602
	Iteration 11Q: 3 clusters Score -1307546 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1307818.125000 Penalty: 4813.516602
	Iteration 12Q: 3 clusters Score -1307818 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1308175.000000 Penalty: 4813.516602
	Iteration 13Q: 3 clusters Score -1308175 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1308594.375000 Penalty: 4813.516602
	Iteration 14Q: 3 clusters Score -1308594 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1309073.000000 Penalty: 4813.516602
	Iteration 15Q: 3 clusters Score -1309073 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1309532.750000 Penalty: 4813.516602
	Iteration 16Q: 3 clusters Score -1309533 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1309988.125000 Penalty: 4813.516602
	Iteration 17Q: 3 clusters Score -1309988 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1310447.875000 Penalty: 4813.516602
	Iteration 18Q: 3 clusters Score -1310448 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1310910.500000 Penalty: 4813.516602
	Iteration 19Q: 3 clusters Score -1310910 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1311302.500000 Penalty: 4813.516602
	Iteration 20F: 3 clusters Score -1311302 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1311568.125000 Penalty: 4813.516602
	Iteration 21Q: 3 clusters Score -1311568 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1311747.875000 Penalty: 4813.516602
	Iteration 22Q: 3 clusters Score -1311748 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1311839.750000 Penalty: 4813.516602
	Iteration 23Q: 3 clusters Score -1311840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1311888.625000 Penalty: 4813.516602
	Iteration 24Q: 3 clusters Score -1311889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1311910.750000 Penalty: 4813.516602
	Iteration 25Q: 3 clusters Score -1311911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1311923.375000 Penalty: 4813.516602
	Iteration 26Q: 3 clusters Score -1311923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1311942.500000 Penalty: 4813.516602
	Iteration 27Q: 3 clusters Score -1311942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1311944.875000 Penalty: 4813.516602
	Iteration 28Q: 3 clusters Score -1311945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1311963.250000 Penalty: 4813.516602
	Iteration 29Q: 3 clusters Score -1311963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1311973.125000 Penalty: 4813.516602
	Iteration 30Q: 3 clusters Score -1311973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1311979.500000 Penalty: 4813.516602
	Iteration 31Q: 3 clusters Score -1311980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1311984.750000 Penalty: 4813.516602
	Iteration 32Q: 3 clusters Score -1311985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1311989.250000 Penalty: 4813.516602
	Iteration 33Q: 3 clusters Score -1311989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1311995.000000 Penalty: 4813.516602
	Iteration 34Q: 3 clusters Score -1311995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1311999.000000 Penalty: 4813.516602
	Iteration 35Q: 3 clusters Score -1311999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1312004.250000 Penalty: 4813.516602
	Iteration 36Q: 3 clusters Score -1312004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1312005.500000 Penalty: 4813.516602
	Iteration 37Q: 3 clusters Score -1312006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1312008.000000 Penalty: 4813.516602
	Iteration 38Q: 3 clusters Score -1312008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1312011.750000 Penalty: 4813.516602
	Iteration 39Q: 3 clusters Score -1312012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1312015.750000 Penalty: 4813.516602
	Iteration 40F: 3 clusters Score -1312016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1312024.500000 Penalty: 4813.516602
	Iteration 41Q: 3 clusters Score -1312024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1312026.625000 Penalty: 4813.516602
	Iteration 42Q: 3 clusters Score -1312027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1312027.500000 Penalty: 4813.516602
	Iteration 43Q: 3 clusters Score -1312028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1312028.000000 Penalty: 4813.516602
	Iteration 44Q: 3 clusters Score -1312028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1312029.250000 Penalty: 4813.516602
	Iteration 45Q: 3 clusters Score -1312029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1312030.625000 Penalty: 4813.516602
	Iteration 46Q: 3 clusters Score -1312031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1312030.625000 Penalty: 4813.516602
	Iteration 47F: 3 clusters Score -1312031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (253487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253487 members 
Entering Unmasked Estep 
Score: -20482796.000000 Penalty: 3085.880859
	Iteration 0F: 2 clusters Score -2.04828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126789 members 
Mstep: Class 2 contains 126698 members 
Entering Unmasked Estep 
Score: -20312298.000000 Penalty: 6171.761719
	Iteration 0F: 3 clusters Score -2.03123e+07 nChanged 122344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125675 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -20384876.000000 Penalty: 6171.761719
	Iteration 1F: 3 clusters Score -2.038488e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -20385914.000000 Penalty: 6171.761719
	Iteration 2Q: 3 clusters Score -2.038591e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124306 members 
Mstep: Class 2 contains 129181 members 
Entering Unmasked Estep 
Score: -20387140.000000 Penalty: 6171.761719
	Iteration 3Q: 3 clusters Score -2.038714e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -20388842.000000 Penalty: 6171.761719
	Iteration 4Q: 3 clusters Score -2.038884e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120592 members 
Mstep: Class 2 contains 132895 members 
Entering Unmasked Estep 
Score: -20391000.000000 Penalty: 6171.761719
	Iteration 5Q: 3 clusters Score -2.0391e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 136284 members 
Entering Unmasked Estep 
Score: -20393934.000000 Penalty: 6171.761719
	Iteration 6Q: 3 clusters Score -2.039393e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 141309 members 
Entering Unmasked Estep 
Score: -20398124.000000 Penalty: 6171.761719
	Iteration 7Q: 3 clusters Score -2.039812e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -20404006.000000 Penalty: 6171.761719
	Iteration 8Q: 3 clusters Score -2.040401e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 157908 members 
Entering Unmasked Estep 
Score: -20412676.000000 Penalty: 6171.761719
	Iteration 9F: 3 clusters Score -2.041268e+07 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 168645 members 
Entering Unmasked Estep 
Score: -20424396.000000 Penalty: 6171.761719
	Iteration 10F: 3 clusters Score -2.04244e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 179061 members 
Entering Unmasked Estep 
Score: -20436340.000000 Penalty: 6171.761719
	Iteration 11F: 3 clusters Score -2.043634e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 187412 members 
Entering Unmasked Estep 
Score: -20444484.000000 Penalty: 6171.761719
	Iteration 12Q: 3 clusters Score -2.044448e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 194384 members 
Entering Unmasked Estep 
Score: -20448880.000000 Penalty: 6171.761719
	Iteration 13Q: 3 clusters Score -2.044888e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 200802 members 
Entering Unmasked Estep 
Score: -20452304.000000 Penalty: 6171.761719
	Iteration 14Q: 3 clusters Score -2.04523e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 207104 members 
Entering Unmasked Estep 
Score: -20455350.000000 Penalty: 6171.761719
	Iteration 15Q: 3 clusters Score -2.045535e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 213329 members 
Entering Unmasked Estep 
Score: -20458592.000000 Penalty: 6171.761719
	Iteration 16Q: 3 clusters Score -2.045859e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 219314 members 
Entering Unmasked Estep 
Score: -20461978.000000 Penalty: 6171.761719
	Iteration 17Q: 3 clusters Score -2.046198e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 224898 members 
Entering Unmasked Estep 
Score: -20465386.000000 Penalty: 6171.761719
	Iteration 18Q: 3 clusters Score -2.046539e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 229966 members 
Entering Unmasked Estep 
Score: -20468378.000000 Penalty: 6171.761719
	Iteration 19Q: 3 clusters Score -2.046838e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 234262 members 
Entering Unmasked Estep 
Score: -20471090.000000 Penalty: 6171.761719
	Iteration 20F: 3 clusters Score -2.047109e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 237824 members 
Entering Unmasked Estep 
Score: -20473330.000000 Penalty: 6171.761719
	Iteration 21Q: 3 clusters Score -2.047333e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 240804 members 
Entering Unmasked Estep 
Score: -20475112.000000 Penalty: 6171.761719
	Iteration 22Q: 3 clusters Score -2.047511e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 243236 members 
Entering Unmasked Estep 
Score: -20476522.000000 Penalty: 6171.761719
	Iteration 23Q: 3 clusters Score -2.047652e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 245127 members 
Entering Unmasked Estep 
Score: -20477514.000000 Penalty: 6171.761719
	Iteration 24Q: 3 clusters Score -2.047751e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 246625 members 
Entering Unmasked Estep 
Score: -20478268.000000 Penalty: 6171.761719
	Iteration 25Q: 3 clusters Score -2.047827e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 247792 members 
Entering Unmasked Estep 
Score: -20478822.000000 Penalty: 6171.761719
	Iteration 26Q: 3 clusters Score -2.047882e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 248719 members 
Entering Unmasked Estep 
Score: -20479330.000000 Penalty: 6171.761719
	Iteration 27Q: 3 clusters Score -2.047933e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 249408 members 
Entering Unmasked Estep 
Score: -20479612.000000 Penalty: 6171.761719
	Iteration 28Q: 3 clusters Score -2.047961e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 249936 members 
Entering Unmasked Estep 
Score: -20479864.000000 Penalty: 6171.761719
	Iteration 29Q: 3 clusters Score -2.047986e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 250302 members 
Entering Unmasked Estep 
Score: -20480032.000000 Penalty: 6171.761719
	Iteration 30Q: 3 clusters Score -2.048003e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 250589 members 
Entering Unmasked Estep 
Score: -20480198.000000 Penalty: 6171.761719
	Iteration 31Q: 3 clusters Score -2.04802e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 250835 members 
Entering Unmasked Estep 
Score: -20480304.000000 Penalty: 6171.761719
	Iteration 32Q: 3 clusters Score -2.04803e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 251021 members 
Entering Unmasked Estep 
Score: -20480340.000000 Penalty: 6171.761719
	Iteration 33Q: 3 clusters Score -2.048034e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 251158 members 
Entering Unmasked Estep 
Score: -20480398.000000 Penalty: 6171.761719
	Iteration 34Q: 3 clusters Score -2.04804e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 251246 members 
Entering Unmasked Estep 
Score: -20480426.000000 Penalty: 6171.761719
	Iteration 35Q: 3 clusters Score -2.048043e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 251315 members 
Entering Unmasked Estep 
Score: -20480460.000000 Penalty: 6171.761719
	Iteration 36Q: 3 clusters Score -2.048046e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 251385 members 
Entering Unmasked Estep 
Score: -20480474.000000 Penalty: 6171.761719
	Iteration 37Q: 3 clusters Score -2.048047e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 251446 members 
Entering Unmasked Estep 
Score: -20480460.000000 Penalty: 6171.761719
	Iteration 38Q: 3 clusters Score -2.048046e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 251513 members 
Entering Unmasked Estep 
Score: -20480436.000000 Penalty: 6171.761719
	Iteration 39Q: 3 clusters Score -2.048044e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 251563 members 
Entering Unmasked Estep 
Score: -20480508.000000 Penalty: 6171.761719
	Iteration 40F: 3 clusters Score -2.048051e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 251607 members 
Entering Unmasked Estep 
Score: -20480576.000000 Penalty: 6171.761719
	Iteration 41Q: 3 clusters Score -2.048058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 251652 members 
Entering Unmasked Estep 
Score: -20480578.000000 Penalty: 6171.761719
	Iteration 42Q: 3 clusters Score -2.048058e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 251679 members 
Entering Unmasked Estep 
Score: -20480578.000000 Penalty: 6171.761719
	Iteration 43Q: 3 clusters Score -2.048058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 251706 members 
Entering Unmasked Estep 
Score: -20480594.000000 Penalty: 6171.761719
	Iteration 44Q: 3 clusters Score -2.048059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 251730 members 
Entering Unmasked Estep 
Score: -20480602.000000 Penalty: 6171.761719
	Iteration 45Q: 3 clusters Score -2.04806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 251749 members 
Entering Unmasked Estep 
Score: -20480614.000000 Penalty: 6171.761719
	Iteration 46Q: 3 clusters Score -2.048061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 251759 members 
Entering Unmasked Estep 
Score: -20480632.000000 Penalty: 6171.761719
	Iteration 47Q: 3 clusters Score -2.048063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 251769 members 
Entering Unmasked Estep 
Score: -20480630.000000 Penalty: 6171.761719
	Iteration 48Q: 3 clusters Score -2.048063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 251784 members 
Entering Unmasked Estep 
Score: -20480640.000000 Penalty: 6171.761719
	Iteration 49Q: 3 clusters Score -2.048064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 251796 members 
Entering Unmasked Estep 
Score: -20480662.000000 Penalty: 6171.761719
	Iteration 50Q: 3 clusters Score -2.048066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 251811 members 
Entering Unmasked Estep 
Score: -20480662.000000 Penalty: 6171.761719
	Iteration 51Q: 3 clusters Score -2.048066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 251818 members 
Entering Unmasked Estep 
Score: -20480654.000000 Penalty: 6171.761719
	Iteration 52Q: 3 clusters Score -2.048065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 251826 members 
Entering Unmasked Estep 
Score: -20480650.000000 Penalty: 6171.761719
	Iteration 53Q: 3 clusters Score -2.048065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 251832 members 
Entering Unmasked Estep 
Score: -20480666.000000 Penalty: 6171.761719
	Iteration 54Q: 3 clusters Score -2.048067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 251835 members 
Entering Unmasked Estep 
Score: -20480662.000000 Penalty: 6171.761719
	Iteration 55Q: 3 clusters Score -2.048066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 251839 members 
Entering Unmasked Estep 
Score: -20480668.000000 Penalty: 6171.761719
	Iteration 56Q: 3 clusters Score -2.048067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 251839 members 
Entering Unmasked Estep 
Score: -20480668.000000 Penalty: 6171.761719
	Iteration 57F: 3 clusters Score -2.048067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -152932.156250 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -152932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -150257.671875 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -150257.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -150783.109375 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -150783.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -150929.203125 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -150929.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -150996.140625 Penalty: 3790.454102
	Iteration 3Q: 3 clusters Score -150996.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151058.796875 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -151058.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151115.375000 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -151115.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151151.625000 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -151151.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -151196.640625 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -151196.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -151230.312500 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -151230.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151272.859375 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -151272.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151321.500000 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -151321.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -151375.234375 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -151375.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151437.250000 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -151437.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -151515.078125 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -151515.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -151569.328125 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -151569.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -151629.656250 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -151629.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151679.250000 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -151679.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -151732.343750 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -151732.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151770.625000 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -151770.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151796.859375 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -151796.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151821.546875 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -151821.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151835.765625 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -151835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151854.281250 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -151854.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151883.625000 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -151883.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151914.781250 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -151914.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151942.921875 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -151942.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -151975.187500 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -151975.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152014.875000 Penalty: 3790.454102
	Iteration 27Q: 3 clusters Score -152014.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152048.000000 Penalty: 3790.454102
	Iteration 28Q: 3 clusters Score -152048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152089.640625 Penalty: 3790.454102
	Iteration 29Q: 3 clusters Score -152089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152123.562500 Penalty: 3790.454102
	Iteration 30Q: 3 clusters Score -152123.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152143.656250 Penalty: 3790.454102
	Iteration 31Q: 3 clusters Score -152143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152158.953125 Penalty: 3790.454102
	Iteration 32Q: 3 clusters Score -152159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -152173.218750 Penalty: 3790.454102
	Iteration 33Q: 3 clusters Score -152173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -152185.468750 Penalty: 3790.454102
	Iteration 34Q: 3 clusters Score -152185.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -152200.828125 Penalty: 3790.454102
	Iteration 35Q: 3 clusters Score -152200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -152227.703125 Penalty: 3790.454102
	Iteration 36Q: 3 clusters Score -152227.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -152269.781250 Penalty: 3790.454102
	Iteration 37Q: 3 clusters Score -152269.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152310.078125 Penalty: 3790.454102
	Iteration 38Q: 3 clusters Score -152310.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -152353.265625 Penalty: 3790.454102
	Iteration 39Q: 3 clusters Score -152353.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152390.640625 Penalty: 3790.454102
	Iteration 40F: 3 clusters Score -152390.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -152429.562500 Penalty: 3790.454102
	Iteration 41Q: 3 clusters Score -152429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152448.328125 Penalty: 3790.454102
	Iteration 42Q: 3 clusters Score -152448.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -152453.015625 Penalty: 3790.454102
	Iteration 43Q: 3 clusters Score -152453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152454.109375 Penalty: 3790.454102
	Iteration 44Q: 3 clusters Score -152454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -152454.828125 Penalty: 3790.454102
	Iteration 45Q: 3 clusters Score -152454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152455.937500 Penalty: 3790.454102
	Iteration 46Q: 3 clusters Score -152455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152455.937500 Penalty: 3790.454102
	Iteration 47F: 3 clusters Score -152455.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -431657.625000 Penalty: 2144.323486
	Iteration 0F: 2 clusters Score -431657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -426717.406250 Penalty: 4288.646973
	Iteration 0F: 3 clusters Score -426717.4 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -427855.218750 Penalty: 4288.646973
	Iteration 1F: 3 clusters Score -427855.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -428120.406250 Penalty: 4288.646973
	Iteration 2F: 3 clusters Score -428120.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -428320.000000 Penalty: 4288.646973
	Iteration 3F: 3 clusters Score -428320 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -428491.187500 Penalty: 4288.646973
	Iteration 4Q: 3 clusters Score -428491.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -428640.843750 Penalty: 4288.646973
	Iteration 5Q: 3 clusters Score -428640.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -428765.625000 Penalty: 4288.646973
	Iteration 6Q: 3 clusters Score -428765.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -428881.031250 Penalty: 4288.646973
	Iteration 7Q: 3 clusters Score -428881 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -429004.531250 Penalty: 4288.646973
	Iteration 8Q: 3 clusters Score -429004.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -429130.343750 Penalty: 4288.646973
	Iteration 9Q: 3 clusters Score -429130.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -429261.093750 Penalty: 4288.646973
	Iteration 10Q: 3 clusters Score -429261.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -429383.812500 Penalty: 4288.646973
	Iteration 11Q: 3 clusters Score -429383.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -429519.656250 Penalty: 4288.646973
	Iteration 12Q: 3 clusters Score -429519.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -429671.781250 Penalty: 4288.646973
	Iteration 13Q: 3 clusters Score -429671.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -429809.500000 Penalty: 4288.646973
	Iteration 14Q: 3 clusters Score -429809.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -429947.250000 Penalty: 4288.646973
	Iteration 15Q: 3 clusters Score -429947.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -430081.312500 Penalty: 4288.646973
	Iteration 16Q: 3 clusters Score -430081.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -430227.625000 Penalty: 4288.646973
	Iteration 17Q: 3 clusters Score -430227.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -430330.500000 Penalty: 4288.646973
	Iteration 18Q: 3 clusters Score -430330.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -430427.218750 Penalty: 4288.646973
	Iteration 19Q: 3 clusters Score -430427.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -430523.843750 Penalty: 4288.646973
	Iteration 20F: 3 clusters Score -430523.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -430608.781250 Penalty: 4288.646973
	Iteration 21Q: 3 clusters Score -430608.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -430661.031250 Penalty: 4288.646973
	Iteration 22Q: 3 clusters Score -430661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -430696.156250 Penalty: 4288.646973
	Iteration 23Q: 3 clusters Score -430696.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -430722.937500 Penalty: 4288.646973
	Iteration 24Q: 3 clusters Score -430722.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -430751.031250 Penalty: 4288.646973
	Iteration 25Q: 3 clusters Score -430751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -430785.093750 Penalty: 4288.646973
	Iteration 26Q: 3 clusters Score -430785.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -430807.906250 Penalty: 4288.646973
	Iteration 27Q: 3 clusters Score -430807.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -430834.687500 Penalty: 4288.646973
	Iteration 28Q: 3 clusters Score -430834.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -430875.093750 Penalty: 4288.646973
	Iteration 29Q: 3 clusters Score -430875.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -430930.687500 Penalty: 4288.646973
	Iteration 30Q: 3 clusters Score -430930.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -430998.187500 Penalty: 4288.646973
	Iteration 31Q: 3 clusters Score -430998.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -431041.406250 Penalty: 4288.646973
	Iteration 32Q: 3 clusters Score -431041.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -431081.843750 Penalty: 4288.646973
	Iteration 33Q: 3 clusters Score -431081.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -431095.687500 Penalty: 4288.646973
	Iteration 34Q: 3 clusters Score -431095.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -431103.062500 Penalty: 4288.646973
	Iteration 35Q: 3 clusters Score -431103.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -431112.125000 Penalty: 4288.646973
	Iteration 36Q: 3 clusters Score -431112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -431119.062500 Penalty: 4288.646973
	Iteration 37Q: 3 clusters Score -431119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -431121.250000 Penalty: 4288.646973
	Iteration 38Q: 3 clusters Score -431121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -431123.062500 Penalty: 4288.646973
	Iteration 39Q: 3 clusters Score -431123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -431123.312500 Penalty: 4288.646973
	Iteration 40F: 3 clusters Score -431123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -431125.750000 Penalty: 4288.646973
	Iteration 41Q: 3 clusters Score -431125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -431126.125000 Penalty: 4288.646973
	Iteration 42Q: 3 clusters Score -431126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -431127.843750 Penalty: 4288.646973
	Iteration 43Q: 3 clusters Score -431127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -431128.781250 Penalty: 4288.646973
	Iteration 44Q: 3 clusters Score -431128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -431129.968750 Penalty: 4288.646973
	Iteration 45Q: 3 clusters Score -431130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -431129.906250 Penalty: 4288.646973
	Iteration 46Q: 3 clusters Score -431129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -431131.437500 Penalty: 4288.646973
	Iteration 47Q: 3 clusters Score -431131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -431131.625000 Penalty: 4288.646973
	Iteration 48Q: 3 clusters Score -431131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -431132.187500 Penalty: 4288.646973
	Iteration 49Q: 3 clusters Score -431132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -431132.187500 Penalty: 4288.646973
	Iteration 50F: 3 clusters Score -431132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Entering Unmasked Estep 
Score: -680999.187500 Penalty: 2251.218750
	Iteration 0F: 2 clusters Score -680999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -674122.687500 Penalty: 4502.437500
	Iteration 0F: 3 clusters Score -674122.7 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -676122.125000 Penalty: 4502.437500
	Iteration 1F: 3 clusters Score -676122.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -676460.812500 Penalty: 4502.437500
	Iteration 2F: 3 clusters Score -676460.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -676719.187500 Penalty: 4502.437500
	Iteration 3F: 3 clusters Score -676719.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -676934.437500 Penalty: 4502.437500
	Iteration 4Q: 3 clusters Score -676934.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -677105.187500 Penalty: 4502.437500
	Iteration 5Q: 3 clusters Score -677105.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -677261.625000 Penalty: 4502.437500
	Iteration 6Q: 3 clusters Score -677261.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -677417.187500 Penalty: 4502.437500
	Iteration 7Q: 3 clusters Score -677417.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -677539.937500 Penalty: 4502.437500
	Iteration 8Q: 3 clusters Score -677539.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -677644.312500 Penalty: 4502.437500
	Iteration 9Q: 3 clusters Score -677644.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -677761.437500 Penalty: 4502.437500
	Iteration 10Q: 3 clusters Score -677761.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -677852.812500 Penalty: 4502.437500
	Iteration 11Q: 3 clusters Score -677852.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -677934.125000 Penalty: 4502.437500
	Iteration 12Q: 3 clusters Score -677934.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -678015.750000 Penalty: 4502.437500
	Iteration 13Q: 3 clusters Score -678015.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -678095.750000 Penalty: 4502.437500
	Iteration 14Q: 3 clusters Score -678095.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -678182.125000 Penalty: 4502.437500
	Iteration 15Q: 3 clusters Score -678182.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -678271.125000 Penalty: 4502.437500
	Iteration 16Q: 3 clusters Score -678271.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -678356.125000 Penalty: 4502.437500
	Iteration 17Q: 3 clusters Score -678356.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -678451.125000 Penalty: 4502.437500
	Iteration 18Q: 3 clusters Score -678451.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -678531.562500 Penalty: 4502.437500
	Iteration 19Q: 3 clusters Score -678531.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -678607.437500 Penalty: 4502.437500
	Iteration 20F: 3 clusters Score -678607.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -678684.625000 Penalty: 4502.437500
	Iteration 21Q: 3 clusters Score -678684.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -678759.062500 Penalty: 4502.437500
	Iteration 22Q: 3 clusters Score -678759.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -678818.062500 Penalty: 4502.437500
	Iteration 23Q: 3 clusters Score -678818.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -678868.687500 Penalty: 4502.437500
	Iteration 24Q: 3 clusters Score -678868.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -678913.312500 Penalty: 4502.437500
	Iteration 25Q: 3 clusters Score -678913.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -678948.375000 Penalty: 4502.437500
	Iteration 26Q: 3 clusters Score -678948.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -678994.187500 Penalty: 4502.437500
	Iteration 27Q: 3 clusters Score -678994.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -679063.375000 Penalty: 4502.437500
	Iteration 28Q: 3 clusters Score -679063.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -679132.437500 Penalty: 4502.437500
	Iteration 29Q: 3 clusters Score -679132.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -679176.812500 Penalty: 4502.437500
	Iteration 30Q: 3 clusters Score -679176.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -679216.812500 Penalty: 4502.437500
	Iteration 31Q: 3 clusters Score -679216.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -679240.812500 Penalty: 4502.437500
	Iteration 32Q: 3 clusters Score -679240.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -679263.312500 Penalty: 4502.437500
	Iteration 33Q: 3 clusters Score -679263.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -679276.625000 Penalty: 4502.437500
	Iteration 34Q: 3 clusters Score -679276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -679288.875000 Penalty: 4502.437500
	Iteration 35Q: 3 clusters Score -679288.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -679300.062500 Penalty: 4502.437500
	Iteration 36Q: 3 clusters Score -679300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -679312.750000 Penalty: 4502.437500
	Iteration 37Q: 3 clusters Score -679312.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -679325.000000 Penalty: 4502.437500
	Iteration 38Q: 3 clusters Score -679325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -679330.312500 Penalty: 4502.437500
	Iteration 39Q: 3 clusters Score -679330.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -679339.625000 Penalty: 4502.437500
	Iteration 40F: 3 clusters Score -679339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -679345.937500 Penalty: 4502.437500
	Iteration 41Q: 3 clusters Score -679345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -679351.625000 Penalty: 4502.437500
	Iteration 42Q: 3 clusters Score -679351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -679354.125000 Penalty: 4502.437500
	Iteration 43Q: 3 clusters Score -679354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -679359.750000 Penalty: 4502.437500
	Iteration 44Q: 3 clusters Score -679359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -679364.125000 Penalty: 4502.437500
	Iteration 45Q: 3 clusters Score -679364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -679366.000000 Penalty: 4502.437500
	Iteration 46Q: 3 clusters Score -679366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -679368.875000 Penalty: 4502.437500
	Iteration 47Q: 3 clusters Score -679368.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -679374.750000 Penalty: 4502.437500
	Iteration 48Q: 3 clusters Score -679374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -679376.937500 Penalty: 4502.437500
	Iteration 49Q: 3 clusters Score -679376.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -679380.562500 Penalty: 4502.437500
	Iteration 50Q: 3 clusters Score -679380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -679383.687500 Penalty: 4502.437500
	Iteration 51Q: 3 clusters Score -679383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -679387.437500 Penalty: 4502.437500
	Iteration 52Q: 3 clusters Score -679387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -679391.812500 Penalty: 4502.437500
	Iteration 53Q: 3 clusters Score -679391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -679396.312500 Penalty: 4502.437500
	Iteration 54Q: 3 clusters Score -679396.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -679397.250000 Penalty: 4502.437500
	Iteration 55Q: 3 clusters Score -679397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -679395.562500 Penalty: 4502.437500
	Iteration 56Q: 3 clusters Score -679395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -679396.312500 Penalty: 4502.437500
	Iteration 57Q: 3 clusters Score -679396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -679396.312500 Penalty: 4502.437500
	Iteration 58F: 3 clusters Score -679396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844696 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97545 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253487 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803952.000000 Penalty: 128699.546875
Iteration 239F: 37 clusters Score -1.42804e+08 nChanged 0
Entering ConstructFrom: 
Score: -142803952.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (27512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Entering Unmasked Estep 
Score: -2286081.750000 Penalty: 2535.149658
	Iteration 0F: 2 clusters Score -2286082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2267063.000000 Penalty: 5070.299316
	Iteration 0F: 3 clusters Score -2267063 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2273828.500000 Penalty: 5070.299316
	Iteration 1F: 3 clusters Score -2273828 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2274441.000000 Penalty: 5070.299316
	Iteration 2F: 3 clusters Score -2274441 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2275081.750000 Penalty: 5070.299316
	Iteration 3F: 3 clusters Score -2275082 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2275878.250000 Penalty: 5070.299316
	Iteration 4F: 3 clusters Score -2275878 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2276834.250000 Penalty: 5070.299316
	Iteration 5F: 3 clusters Score -2276834 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2277921.250000 Penalty: 5070.299316
	Iteration 6F: 3 clusters Score -2277921 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2279171.250000 Penalty: 5070.299316
	Iteration 7F: 3 clusters Score -2279171 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2280456.000000 Penalty: 5070.299316
	Iteration 8F: 3 clusters Score -2280456 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2281574.500000 Penalty: 5070.299316
	Iteration 9Q: 3 clusters Score -2281574 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2282429.000000 Penalty: 5070.299316
	Iteration 10Q: 3 clusters Score -2282429 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2283029.000000 Penalty: 5070.299316
	Iteration 11Q: 3 clusters Score -2283029 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2283387.250000 Penalty: 5070.299316
	Iteration 12Q: 3 clusters Score -2283387 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2283619.500000 Penalty: 5070.299316
	Iteration 13Q: 3 clusters Score -2283620 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2283750.750000 Penalty: 5070.299316
	Iteration 14Q: 3 clusters Score -2283751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2283843.500000 Penalty: 5070.299316
	Iteration 15Q: 3 clusters Score -2283844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2283898.000000 Penalty: 5070.299316
	Iteration 16Q: 3 clusters Score -2283898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2283938.750000 Penalty: 5070.299316
	Iteration 17Q: 3 clusters Score -2283939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2283962.750000 Penalty: 5070.299316
	Iteration 18Q: 3 clusters Score -2283963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2283975.000000 Penalty: 5070.299316
	Iteration 19Q: 3 clusters Score -2283975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2283987.000000 Penalty: 5070.299316
	Iteration 20F: 3 clusters Score -2283987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2283997.000000 Penalty: 5070.299316
	Iteration 21Q: 3 clusters Score -2283997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2284006.500000 Penalty: 5070.299316
	Iteration 22Q: 3 clusters Score -2284006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2284007.250000 Penalty: 5070.299316
	Iteration 23Q: 3 clusters Score -2284007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2284008.250000 Penalty: 5070.299316
	Iteration 24Q: 3 clusters Score -2284008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2284009.250000 Penalty: 5070.299316
	Iteration 25Q: 3 clusters Score -2284009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2284014.500000 Penalty: 5070.299316
	Iteration 26Q: 3 clusters Score -2284014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2284015.250000 Penalty: 5070.299316
	Iteration 27Q: 3 clusters Score -2284015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2284016.500000 Penalty: 5070.299316
	Iteration 28Q: 3 clusters Score -2284016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2284015.500000 Penalty: 5070.299316
	Iteration 29Q: 3 clusters Score -2284016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2284015.500000 Penalty: 5070.299316
	Iteration 30F: 3 clusters Score -2284016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Entering Unmasked Estep 
Score: -1534506.500000 Penalty: 2451.509521
	Iteration 0F: 2 clusters Score -1534506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1520783.625000 Penalty: 4903.019043
	Iteration 0F: 3 clusters Score -1520784 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1525332.625000 Penalty: 4903.019043
	Iteration 1F: 3 clusters Score -1525333 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1525772.125000 Penalty: 4903.019043
	Iteration 2F: 3 clusters Score -1525772 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1526133.750000 Penalty: 4903.019043
	Iteration 3Q: 3 clusters Score -1526134 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1526454.000000 Penalty: 4903.019043
	Iteration 4Q: 3 clusters Score -1526454 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1526717.125000 Penalty: 4903.019043
	Iteration 5Q: 3 clusters Score -1526717 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1526964.750000 Penalty: 4903.019043
	Iteration 6Q: 3 clusters Score -1526965 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1527230.125000 Penalty: 4903.019043
	Iteration 7Q: 3 clusters Score -1527230 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1527487.250000 Penalty: 4903.019043
	Iteration 8Q: 3 clusters Score -1527487 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1527774.250000 Penalty: 4903.019043
	Iteration 9Q: 3 clusters Score -1527774 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1528116.500000 Penalty: 4903.019043
	Iteration 10Q: 3 clusters Score -1528116 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1528582.125000 Penalty: 4903.019043
	Iteration 11Q: 3 clusters Score -1528582 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1529064.250000 Penalty: 4903.019043
	Iteration 12Q: 3 clusters Score -1529064 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1529483.375000 Penalty: 4903.019043
	Iteration 13Q: 3 clusters Score -1529483 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1529786.125000 Penalty: 4903.019043
	Iteration 14Q: 3 clusters Score -1529786 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1530026.625000 Penalty: 4903.019043
	Iteration 15Q: 3 clusters Score -1530027 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1530203.375000 Penalty: 4903.019043
	Iteration 16Q: 3 clusters Score -1530203 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1530368.875000 Penalty: 4903.019043
	Iteration 17Q: 3 clusters Score -1530369 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1530510.625000 Penalty: 4903.019043
	Iteration 18Q: 3 clusters Score -1530511 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1530648.375000 Penalty: 4903.019043
	Iteration 19Q: 3 clusters Score -1530648 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1530800.000000 Penalty: 4903.019043
	Iteration 20F: 3 clusters Score -1530800 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1530937.000000 Penalty: 4903.019043
	Iteration 21Q: 3 clusters Score -1530937 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1531059.375000 Penalty: 4903.019043
	Iteration 22Q: 3 clusters Score -1531059 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1531172.000000 Penalty: 4903.019043
	Iteration 23Q: 3 clusters Score -1531172 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1531262.125000 Penalty: 4903.019043
	Iteration 24Q: 3 clusters Score -1531262 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1531347.750000 Penalty: 4903.019043
	Iteration 25Q: 3 clusters Score -1531348 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1531413.000000 Penalty: 4903.019043
	Iteration 26Q: 3 clusters Score -1531413 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1531471.250000 Penalty: 4903.019043
	Iteration 27Q: 3 clusters Score -1531471 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1531529.750000 Penalty: 4903.019043
	Iteration 28Q: 3 clusters Score -1531530 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1531573.500000 Penalty: 4903.019043
	Iteration 29Q: 3 clusters Score -1531574 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1531622.375000 Penalty: 4903.019043
	Iteration 30Q: 3 clusters Score -1531622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1531655.375000 Penalty: 4903.019043
	Iteration 31Q: 3 clusters Score -1531655 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1531681.250000 Penalty: 4903.019043
	Iteration 32Q: 3 clusters Score -1531681 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1531725.125000 Penalty: 4903.019043
	Iteration 33Q: 3 clusters Score -1531725 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1531751.250000 Penalty: 4903.019043
	Iteration 34Q: 3 clusters Score -1531751 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1531781.125000 Penalty: 4903.019043
	Iteration 35Q: 3 clusters Score -1531781 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1531801.625000 Penalty: 4903.019043
	Iteration 36Q: 3 clusters Score -1531802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1531814.375000 Penalty: 4903.019043
	Iteration 37Q: 3 clusters Score -1531814 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1531835.250000 Penalty: 4903.019043
	Iteration 38Q: 3 clusters Score -1531835 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1531853.875000 Penalty: 4903.019043
	Iteration 39Q: 3 clusters Score -1531854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1531866.250000 Penalty: 4903.019043
	Iteration 40F: 3 clusters Score -1531866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1531878.125000 Penalty: 4903.019043
	Iteration 41Q: 3 clusters Score -1531878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1531885.875000 Penalty: 4903.019043
	Iteration 42Q: 3 clusters Score -1531886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1531896.250000 Penalty: 4903.019043
	Iteration 43Q: 3 clusters Score -1531896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1531907.875000 Penalty: 4903.019043
	Iteration 44Q: 3 clusters Score -1531908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1531914.500000 Penalty: 4903.019043
	Iteration 45Q: 3 clusters Score -1531914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1531926.875000 Penalty: 4903.019043
	Iteration 46Q: 3 clusters Score -1531927 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1531939.125000 Penalty: 4903.019043
	Iteration 47Q: 3 clusters Score -1531939 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1531947.500000 Penalty: 4903.019043
	Iteration 48Q: 3 clusters Score -1531948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1531965.375000 Penalty: 4903.019043
	Iteration 49Q: 3 clusters Score -1531965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1531975.375000 Penalty: 4903.019043
	Iteration 50Q: 3 clusters Score -1531975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1531988.250000 Penalty: 4903.019043
	Iteration 51Q: 3 clusters Score -1531988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1532013.250000 Penalty: 4903.019043
	Iteration 52Q: 3 clusters Score -1532013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1532033.250000 Penalty: 4903.019043
	Iteration 53Q: 3 clusters Score -1532033 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1532061.625000 Penalty: 4903.019043
	Iteration 54Q: 3 clusters Score -1532062 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1532089.250000 Penalty: 4903.019043
	Iteration 55Q: 3 clusters Score -1532089 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1532132.250000 Penalty: 4903.019043
	Iteration 56Q: 3 clusters Score -1532132 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1532165.125000 Penalty: 4903.019043
	Iteration 57Q: 3 clusters Score -1532165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1532214.125000 Penalty: 4903.019043
	Iteration 58Q: 3 clusters Score -1532214 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1532268.125000 Penalty: 4903.019043
	Iteration 59Q: 3 clusters Score -1532268 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1532324.000000 Penalty: 4903.019043
	Iteration 60F: 3 clusters Score -1532324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1532383.875000 Penalty: 4903.019043
	Iteration 61Q: 3 clusters Score -1532384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1532455.625000 Penalty: 4903.019043
	Iteration 62Q: 3 clusters Score -1532456 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1532527.125000 Penalty: 4903.019043
	Iteration 63Q: 3 clusters Score -1532527 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1532595.250000 Penalty: 4903.019043
	Iteration 64Q: 3 clusters Score -1532595 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1532652.000000 Penalty: 4903.019043
	Iteration 65Q: 3 clusters Score -1532652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1532719.375000 Penalty: 4903.019043
	Iteration 66Q: 3 clusters Score -1532719 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1532766.125000 Penalty: 4903.019043
	Iteration 67Q: 3 clusters Score -1532766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1532810.500000 Penalty: 4903.019043
	Iteration 68Q: 3 clusters Score -1532810 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1532856.875000 Penalty: 4903.019043
	Iteration 69Q: 3 clusters Score -1532857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1532901.750000 Penalty: 4903.019043
	Iteration 70Q: 3 clusters Score -1532902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1532953.000000 Penalty: 4903.019043
	Iteration 71Q: 3 clusters Score -1532953 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1532985.375000 Penalty: 4903.019043
	Iteration 72Q: 3 clusters Score -1532985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1533011.750000 Penalty: 4903.019043
	Iteration 73Q: 3 clusters Score -1533012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1533035.125000 Penalty: 4903.019043
	Iteration 74Q: 3 clusters Score -1533035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1533051.750000 Penalty: 4903.019043
	Iteration 75Q: 3 clusters Score -1533052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1533069.000000 Penalty: 4903.019043
	Iteration 76Q: 3 clusters Score -1533069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1533074.000000 Penalty: 4903.019043
	Iteration 77Q: 3 clusters Score -1533074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1533081.125000 Penalty: 4903.019043
	Iteration 78Q: 3 clusters Score -1533081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1533077.250000 Penalty: 4903.019043
	Iteration 79Q: 3 clusters Score -1533077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1533082.125000 Penalty: 4903.019043
	Iteration 80F: 3 clusters Score -1533082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1533091.625000 Penalty: 4903.019043
	Iteration 81Q: 3 clusters Score -1533092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1533095.000000 Penalty: 4903.019043
	Iteration 82Q: 3 clusters Score -1533095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1533098.500000 Penalty: 4903.019043
	Iteration 83Q: 3 clusters Score -1533098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1533097.750000 Penalty: 4903.019043
	Iteration 84Q: 3 clusters Score -1533098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1533098.125000 Penalty: 4903.019043
	Iteration 85Q: 3 clusters Score -1533098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1533099.875000 Penalty: 4903.019043
	Iteration 86Q: 3 clusters Score -1533100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1533099.250000 Penalty: 4903.019043
	Iteration 87Q: 3 clusters Score -1533099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1533103.625000 Penalty: 4903.019043
	Iteration 88Q: 3 clusters Score -1533104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1533103.625000 Penalty: 4903.019043
	Iteration 89Q: 3 clusters Score -1533104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1533105.000000 Penalty: 4903.019043
	Iteration 90Q: 3 clusters Score -1533105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1533105.500000 Penalty: 4903.019043
	Iteration 91Q: 3 clusters Score -1533106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1533104.500000 Penalty: 4903.019043
	Iteration 92Q: 3 clusters Score -1533104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1533105.875000 Penalty: 4903.019043
	Iteration 93Q: 3 clusters Score -1533106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1533105.250000 Penalty: 4903.019043
	Iteration 94Q: 3 clusters Score -1533105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1533107.250000 Penalty: 4903.019043
	Iteration 95Q: 3 clusters Score -1533107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1533108.375000 Penalty: 4903.019043
	Iteration 96Q: 3 clusters Score -1533108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1533105.500000 Penalty: 4903.019043
	Iteration 97Q: 3 clusters Score -1533106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1533110.375000 Penalty: 4903.019043
	Iteration 98Q: 3 clusters Score -1533110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1533107.000000 Penalty: 4903.019043
	Iteration 99Q: 3 clusters Score -1533107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1533106.375000 Penalty: 4903.019043
	Iteration 100F: 3 clusters Score -1533106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1533110.500000 Penalty: 4903.019043
	Iteration 101Q: 3 clusters Score -1533110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1533107.000000 Penalty: 4903.019043
	Iteration 102Q: 3 clusters Score -1533107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1533111.875000 Penalty: 4903.019043
	Iteration 103Q: 3 clusters Score -1533112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1533113.625000 Penalty: 4903.019043
	Iteration 104Q: 3 clusters Score -1533114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1533113.250000 Penalty: 4903.019043
	Iteration 105Q: 3 clusters Score -1533113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1533113.625000 Penalty: 4903.019043
	Iteration 106Q: 3 clusters Score -1533114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1533115.500000 Penalty: 4903.019043
	Iteration 107Q: 3 clusters Score -1533116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1533116.500000 Penalty: 4903.019043
	Iteration 108Q: 3 clusters Score -1533116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1533117.750000 Penalty: 4903.019043
	Iteration 109Q: 3 clusters Score -1533118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1533118.000000 Penalty: 4903.019043
	Iteration 110Q: 3 clusters Score -1533118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1533118.250000 Penalty: 4903.019043
	Iteration 111Q: 3 clusters Score -1533118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1533118.750000 Penalty: 4903.019043
	Iteration 112Q: 3 clusters Score -1533119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1533118.750000 Penalty: 4903.019043
	Iteration 113F: 3 clusters Score -1533119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Entering Unmasked Estep 
Score: -1425859.000000 Penalty: 2461.425293
	Iteration 0F: 2 clusters Score -1425859 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 10263 members 
Entering Unmasked Estep 
Score: -1411501.750000 Penalty: 4922.850586
	Iteration 0F: 3 clusters Score -1411502 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1416478.000000 Penalty: 4922.850586
	Iteration 1F: 3 clusters Score -1416478 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1416999.000000 Penalty: 4922.850586
	Iteration 2F: 3 clusters Score -1416999 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1417510.000000 Penalty: 4922.850586
	Iteration 3F: 3 clusters Score -1417510 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1417996.500000 Penalty: 4922.850586
	Iteration 4F: 3 clusters Score -1417996 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1418490.125000 Penalty: 4922.850586
	Iteration 5Q: 3 clusters Score -1418490 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1419001.250000 Penalty: 4922.850586
	Iteration 6Q: 3 clusters Score -1419001 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1419496.875000 Penalty: 4922.850586
	Iteration 7Q: 3 clusters Score -1419497 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1420019.500000 Penalty: 4922.850586
	Iteration 8Q: 3 clusters Score -1420020 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1420482.875000 Penalty: 4922.850586
	Iteration 9Q: 3 clusters Score -1420483 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1420959.125000 Penalty: 4922.850586
	Iteration 10Q: 3 clusters Score -1420959 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1421411.250000 Penalty: 4922.850586
	Iteration 11Q: 3 clusters Score -1421411 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1421791.500000 Penalty: 4922.850586
	Iteration 12Q: 3 clusters Score -1421792 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1422064.625000 Penalty: 4922.850586
	Iteration 13Q: 3 clusters Score -1422065 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1422273.750000 Penalty: 4922.850586
	Iteration 14Q: 3 clusters Score -1422274 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1422442.750000 Penalty: 4922.850586
	Iteration 15Q: 3 clusters Score -1422443 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1422578.875000 Penalty: 4922.850586
	Iteration 16Q: 3 clusters Score -1422579 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1422700.625000 Penalty: 4922.850586
	Iteration 17Q: 3 clusters Score -1422701 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1422819.000000 Penalty: 4922.850586
	Iteration 18Q: 3 clusters Score -1422819 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1422912.625000 Penalty: 4922.850586
	Iteration 19Q: 3 clusters Score -1422913 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1422998.500000 Penalty: 4922.850586
	Iteration 20F: 3 clusters Score -1422998 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1423072.875000 Penalty: 4922.850586
	Iteration 21Q: 3 clusters Score -1423073 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1423163.000000 Penalty: 4922.850586
	Iteration 22Q: 3 clusters Score -1423163 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1423270.250000 Penalty: 4922.850586
	Iteration 23Q: 3 clusters Score -1423270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1423394.625000 Penalty: 4922.850586
	Iteration 24Q: 3 clusters Score -1423395 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1423522.125000 Penalty: 4922.850586
	Iteration 25Q: 3 clusters Score -1423522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1423658.750000 Penalty: 4922.850586
	Iteration 26Q: 3 clusters Score -1423659 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1423790.875000 Penalty: 4922.850586
	Iteration 27Q: 3 clusters Score -1423791 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1423899.875000 Penalty: 4922.850586
	Iteration 28Q: 3 clusters Score -1423900 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -1423990.750000 Penalty: 4922.850586
	Iteration 29Q: 3 clusters Score -1423991 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1424071.875000 Penalty: 4922.850586
	Iteration 30Q: 3 clusters Score -1424072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1424138.375000 Penalty: 4922.850586
	Iteration 31Q: 3 clusters Score -1424138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1424204.250000 Penalty: 4922.850586
	Iteration 32Q: 3 clusters Score -1424204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1424241.625000 Penalty: 4922.850586
	Iteration 33Q: 3 clusters Score -1424242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1424262.750000 Penalty: 4922.850586
	Iteration 34Q: 3 clusters Score -1424263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1424288.000000 Penalty: 4922.850586
	Iteration 35Q: 3 clusters Score -1424288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1424301.000000 Penalty: 4922.850586
	Iteration 36Q: 3 clusters Score -1424301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1424315.375000 Penalty: 4922.850586
	Iteration 37Q: 3 clusters Score -1424315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1424321.250000 Penalty: 4922.850586
	Iteration 38Q: 3 clusters Score -1424321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1424325.750000 Penalty: 4922.850586
	Iteration 39Q: 3 clusters Score -1424326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1424336.375000 Penalty: 4922.850586
	Iteration 40F: 3 clusters Score -1424336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1424339.875000 Penalty: 4922.850586
	Iteration 41Q: 3 clusters Score -1424340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1424342.125000 Penalty: 4922.850586
	Iteration 42Q: 3 clusters Score -1424342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1424343.375000 Penalty: 4922.850586
	Iteration 43Q: 3 clusters Score -1424343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -1424345.625000 Penalty: 4922.850586
	Iteration 44Q: 3 clusters Score -1424346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1424347.625000 Penalty: 4922.850586
	Iteration 45Q: 3 clusters Score -1424348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1424349.375000 Penalty: 4922.850586
	Iteration 46Q: 3 clusters Score -1424349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1424349.875000 Penalty: 4922.850586
	Iteration 47Q: 3 clusters Score -1424350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1424352.375000 Penalty: 4922.850586
	Iteration 48Q: 3 clusters Score -1424352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1424353.500000 Penalty: 4922.850586
	Iteration 49Q: 3 clusters Score -1424354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1424356.375000 Penalty: 4922.850586
	Iteration 50Q: 3 clusters Score -1424356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1424356.375000 Penalty: 4922.850586
	Iteration 51F: 3 clusters Score -1424356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Entering Unmasked Estep 
Score: -2902159.000000 Penalty: 2595.076172
	Iteration 0F: 2 clusters Score -2902159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2878307.500000 Penalty: 5190.152344
	Iteration 0F: 3 clusters Score -2878308 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2887072.250000 Penalty: 5190.152344
	Iteration 1F: 3 clusters Score -2887072 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2887729.250000 Penalty: 5190.152344
	Iteration 2Q: 3 clusters Score -2887729 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2888414.750000 Penalty: 5190.152344
	Iteration 3Q: 3 clusters Score -2888415 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2889155.500000 Penalty: 5190.152344
	Iteration 4Q: 3 clusters Score -2889156 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2890004.500000 Penalty: 5190.152344
	Iteration 5Q: 3 clusters Score -2890004 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2890982.250000 Penalty: 5190.152344
	Iteration 6F: 3 clusters Score -2890982 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2892195.500000 Penalty: 5190.152344
	Iteration 7F: 3 clusters Score -2892196 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2893571.500000 Penalty: 5190.152344
	Iteration 8F: 3 clusters Score -2893572 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2894777.000000 Penalty: 5190.152344
	Iteration 9F: 3 clusters Score -2894777 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2895587.000000 Penalty: 5190.152344
	Iteration 10Q: 3 clusters Score -2895587 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2895975.250000 Penalty: 5190.152344
	Iteration 11Q: 3 clusters Score -2895975 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2896176.750000 Penalty: 5190.152344
	Iteration 12Q: 3 clusters Score -2896177 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2896330.250000 Penalty: 5190.152344
	Iteration 13Q: 3 clusters Score -2896330 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2896477.500000 Penalty: 5190.152344
	Iteration 14Q: 3 clusters Score -2896478 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2896613.500000 Penalty: 5190.152344
	Iteration 15Q: 3 clusters Score -2896614 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2896752.000000 Penalty: 5190.152344
	Iteration 16Q: 3 clusters Score -2896752 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2896884.750000 Penalty: 5190.152344
	Iteration 17Q: 3 clusters Score -2896885 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2897006.500000 Penalty: 5190.152344
	Iteration 18Q: 3 clusters Score -2897006 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2897135.500000 Penalty: 5190.152344
	Iteration 19Q: 3 clusters Score -2897136 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2897264.250000 Penalty: 5190.152344
	Iteration 20F: 3 clusters Score -2897264 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2897389.000000 Penalty: 5190.152344
	Iteration 21Q: 3 clusters Score -2897389 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2897533.750000 Penalty: 5190.152344
	Iteration 22Q: 3 clusters Score -2897534 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2897652.500000 Penalty: 5190.152344
	Iteration 23Q: 3 clusters Score -2897652 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2897772.000000 Penalty: 5190.152344
	Iteration 24Q: 3 clusters Score -2897772 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2897904.000000 Penalty: 5190.152344
	Iteration 25Q: 3 clusters Score -2897904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2898023.250000 Penalty: 5190.152344
	Iteration 26Q: 3 clusters Score -2898023 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2898139.750000 Penalty: 5190.152344
	Iteration 27Q: 3 clusters Score -2898140 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2898249.500000 Penalty: 5190.152344
	Iteration 28Q: 3 clusters Score -2898250 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2898331.250000 Penalty: 5190.152344
	Iteration 29Q: 3 clusters Score -2898331 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2898437.750000 Penalty: 5190.152344
	Iteration 30Q: 3 clusters Score -2898438 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2898524.500000 Penalty: 5190.152344
	Iteration 31Q: 3 clusters Score -2898524 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2898604.500000 Penalty: 5190.152344
	Iteration 32Q: 3 clusters Score -2898604 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2898723.250000 Penalty: 5190.152344
	Iteration 33Q: 3 clusters Score -2898723 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2898825.500000 Penalty: 5190.152344
	Iteration 34Q: 3 clusters Score -2898826 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2898922.500000 Penalty: 5190.152344
	Iteration 35Q: 3 clusters Score -2898922 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2899007.500000 Penalty: 5190.152344
	Iteration 36Q: 3 clusters Score -2899008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2899096.000000 Penalty: 5190.152344
	Iteration 37Q: 3 clusters Score -2899096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2899174.250000 Penalty: 5190.152344
	Iteration 38Q: 3 clusters Score -2899174 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2899226.000000 Penalty: 5190.152344
	Iteration 39Q: 3 clusters Score -2899226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2899270.250000 Penalty: 5190.152344
	Iteration 40F: 3 clusters Score -2899270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2899319.750000 Penalty: 5190.152344
	Iteration 41Q: 3 clusters Score -2899320 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2899397.500000 Penalty: 5190.152344
	Iteration 42Q: 3 clusters Score -2899398 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2899452.000000 Penalty: 5190.152344
	Iteration 43Q: 3 clusters Score -2899452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2899514.250000 Penalty: 5190.152344
	Iteration 44Q: 3 clusters Score -2899514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2899573.500000 Penalty: 5190.152344
	Iteration 45Q: 3 clusters Score -2899574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2899612.000000 Penalty: 5190.152344
	Iteration 46Q: 3 clusters Score -2899612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2899651.250000 Penalty: 5190.152344
	Iteration 47Q: 3 clusters Score -2899651 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2899683.250000 Penalty: 5190.152344
	Iteration 48Q: 3 clusters Score -2899683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2899733.250000 Penalty: 5190.152344
	Iteration 49Q: 3 clusters Score -2899733 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2899780.750000 Penalty: 5190.152344
	Iteration 50Q: 3 clusters Score -2899781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2899828.500000 Penalty: 5190.152344
	Iteration 51Q: 3 clusters Score -2899828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2899855.000000 Penalty: 5190.152344
	Iteration 52Q: 3 clusters Score -2899855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2899887.750000 Penalty: 5190.152344
	Iteration 53Q: 3 clusters Score -2899888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2899911.500000 Penalty: 5190.152344
	Iteration 54Q: 3 clusters Score -2899912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2899942.750000 Penalty: 5190.152344
	Iteration 55Q: 3 clusters Score -2899943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2899970.250000 Penalty: 5190.152344
	Iteration 56Q: 3 clusters Score -2899970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2899997.500000 Penalty: 5190.152344
	Iteration 57Q: 3 clusters Score -2899998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2900033.250000 Penalty: 5190.152344
	Iteration 58Q: 3 clusters Score -2900033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2900059.000000 Penalty: 5190.152344
	Iteration 59Q: 3 clusters Score -2900059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2900074.750000 Penalty: 5190.152344
	Iteration 60F: 3 clusters Score -2900075 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2900101.500000 Penalty: 5190.152344
	Iteration 61Q: 3 clusters Score -2900102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2900106.250000 Penalty: 5190.152344
	Iteration 62Q: 3 clusters Score -2900106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2900113.750000 Penalty: 5190.152344
	Iteration 63Q: 3 clusters Score -2900114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2900122.000000 Penalty: 5190.152344
	Iteration 64Q: 3 clusters Score -2900122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2900122.000000 Penalty: 5190.152344
	Iteration 65Q: 3 clusters Score -2900122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2900124.000000 Penalty: 5190.152344
	Iteration 66Q: 3 clusters Score -2900124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2900131.250000 Penalty: 5190.152344
	Iteration 67Q: 3 clusters Score -2900131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2900135.000000 Penalty: 5190.152344
	Iteration 68Q: 3 clusters Score -2900135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2900133.250000 Penalty: 5190.152344
	Iteration 69Q: 3 clusters Score -2900133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2900135.500000 Penalty: 5190.152344
	Iteration 70Q: 3 clusters Score -2900136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2900136.250000 Penalty: 5190.152344
	Iteration 71Q: 3 clusters Score -2900136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2900139.750000 Penalty: 5190.152344
	Iteration 72Q: 3 clusters Score -2900140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2900138.750000 Penalty: 5190.152344
	Iteration 73Q: 3 clusters Score -2900139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2900142.250000 Penalty: 5190.152344
	Iteration 74Q: 3 clusters Score -2900142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2900145.500000 Penalty: 5190.152344
	Iteration 75Q: 3 clusters Score -2900146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2900144.750000 Penalty: 5190.152344
	Iteration 76Q: 3 clusters Score -2900145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2900145.500000 Penalty: 5190.152344
	Iteration 77Q: 3 clusters Score -2900146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2900146.000000 Penalty: 5190.152344
	Iteration 78Q: 3 clusters Score -2900146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2900146.750000 Penalty: 5190.152344
	Iteration 79Q: 3 clusters Score -2900147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2900146.750000 Penalty: 5190.152344
	Iteration 80F: 3 clusters Score -2900147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Entering Unmasked Estep 
Score: -515632.593750 Penalty: 2176.680664
	Iteration 0F: 2 clusters Score -515632.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -510082.375000 Penalty: 4353.361328
	Iteration 0F: 3 clusters Score -510082.4 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -511548.968750 Penalty: 4353.361328
	Iteration 1F: 3 clusters Score -511549 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -511754.500000 Penalty: 4353.361328
	Iteration 2F: 3 clusters Score -511754.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -511890.968750 Penalty: 4353.361328
	Iteration 3Q: 3 clusters Score -511891 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -512003.937500 Penalty: 4353.361328
	Iteration 4Q: 3 clusters Score -512003.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -512102.375000 Penalty: 4353.361328
	Iteration 5Q: 3 clusters Score -512102.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -512201.156250 Penalty: 4353.361328
	Iteration 6Q: 3 clusters Score -512201.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -512328.437500 Penalty: 4353.361328
	Iteration 7Q: 3 clusters Score -512328.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -512506.562500 Penalty: 4353.361328
	Iteration 8Q: 3 clusters Score -512506.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -512711.843750 Penalty: 4353.361328
	Iteration 9Q: 3 clusters Score -512711.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -512892.468750 Penalty: 4353.361328
	Iteration 10Q: 3 clusters Score -512892.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -513055.656250 Penalty: 4353.361328
	Iteration 11Q: 3 clusters Score -513055.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -513191.781250 Penalty: 4353.361328
	Iteration 12Q: 3 clusters Score -513191.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -513327.250000 Penalty: 4353.361328
	Iteration 13Q: 3 clusters Score -513327.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -513463.250000 Penalty: 4353.361328
	Iteration 14Q: 3 clusters Score -513463.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -513611.937500 Penalty: 4353.361328
	Iteration 15Q: 3 clusters Score -513611.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -513761.593750 Penalty: 4353.361328
	Iteration 16Q: 3 clusters Score -513761.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -513916.750000 Penalty: 4353.361328
	Iteration 17Q: 3 clusters Score -513916.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -514048.218750 Penalty: 4353.361328
	Iteration 18Q: 3 clusters Score -514048.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -514152.468750 Penalty: 4353.361328
	Iteration 19Q: 3 clusters Score -514152.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -514233.468750 Penalty: 4353.361328
	Iteration 20F: 3 clusters Score -514233.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -514293.312500 Penalty: 4353.361328
	Iteration 21Q: 3 clusters Score -514293.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -514336.375000 Penalty: 4353.361328
	Iteration 22Q: 3 clusters Score -514336.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -514367.187500 Penalty: 4353.361328
	Iteration 23Q: 3 clusters Score -514367.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -514383.843750 Penalty: 4353.361328
	Iteration 24Q: 3 clusters Score -514383.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -514403.843750 Penalty: 4353.361328
	Iteration 25Q: 3 clusters Score -514403.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -514423.500000 Penalty: 4353.361328
	Iteration 26Q: 3 clusters Score -514423.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -514437.437500 Penalty: 4353.361328
	Iteration 27Q: 3 clusters Score -514437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -514442.875000 Penalty: 4353.361328
	Iteration 28Q: 3 clusters Score -514442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -514449.187500 Penalty: 4353.361328
	Iteration 29Q: 3 clusters Score -514449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -514456.156250 Penalty: 4353.361328
	Iteration 30Q: 3 clusters Score -514456.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -514460.718750 Penalty: 4353.361328
	Iteration 31Q: 3 clusters Score -514460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -514466.062500 Penalty: 4353.361328
	Iteration 32Q: 3 clusters Score -514466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -514470.531250 Penalty: 4353.361328
	Iteration 33Q: 3 clusters Score -514470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -514474.312500 Penalty: 4353.361328
	Iteration 34Q: 3 clusters Score -514474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -514478.218750 Penalty: 4353.361328
	Iteration 35Q: 3 clusters Score -514478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -514479.156250 Penalty: 4353.361328
	Iteration 36Q: 3 clusters Score -514479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -514479.968750 Penalty: 4353.361328
	Iteration 37Q: 3 clusters Score -514480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -514479.968750 Penalty: 4353.361328
	Iteration 38F: 3 clusters Score -514480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -633023.375000 Penalty: 2228.483643
	Iteration 0F: 2 clusters Score -633023.4 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 4020 members 
Entering Unmasked Estep 
Score: -626573.875000 Penalty: 4456.967285
	Iteration 0F: 3 clusters Score -626573.9 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -628318.937500 Penalty: 4456.967285
	Iteration 1F: 3 clusters Score -628318.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -628732.562500 Penalty: 4456.967285
	Iteration 2F: 3 clusters Score -628732.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -629113.437500 Penalty: 4456.967285
	Iteration 3F: 3 clusters Score -629113.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -629501.062500 Penalty: 4456.967285
	Iteration 4F: 3 clusters Score -629501.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -629907.875000 Penalty: 4456.967285
	Iteration 5F: 3 clusters Score -629907.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -630304.062500 Penalty: 4456.967285
	Iteration 6F: 3 clusters Score -630304.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -630637.187500 Penalty: 4456.967285
	Iteration 7F: 3 clusters Score -630637.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -630883.312500 Penalty: 4456.967285
	Iteration 8Q: 3 clusters Score -630883.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -631038.562500 Penalty: 4456.967285
	Iteration 9Q: 3 clusters Score -631038.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -631141.437500 Penalty: 4456.967285
	Iteration 10Q: 3 clusters Score -631141.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -631213.687500 Penalty: 4456.967285
	Iteration 11Q: 3 clusters Score -631213.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -631261.687500 Penalty: 4456.967285
	Iteration 12Q: 3 clusters Score -631261.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -631290.250000 Penalty: 4456.967285
	Iteration 13Q: 3 clusters Score -631290.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -631319.875000 Penalty: 4456.967285
	Iteration 14Q: 3 clusters Score -631319.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -631336.375000 Penalty: 4456.967285
	Iteration 15Q: 3 clusters Score -631336.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -631349.125000 Penalty: 4456.967285
	Iteration 16Q: 3 clusters Score -631349.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -631356.187500 Penalty: 4456.967285
	Iteration 17Q: 3 clusters Score -631356.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -631363.437500 Penalty: 4456.967285
	Iteration 18Q: 3 clusters Score -631363.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -631370.062500 Penalty: 4456.967285
	Iteration 19Q: 3 clusters Score -631370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -631373.750000 Penalty: 4456.967285
	Iteration 20F: 3 clusters Score -631373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -631376.437500 Penalty: 4456.967285
	Iteration 21Q: 3 clusters Score -631376.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -631379.312500 Penalty: 4456.967285
	Iteration 22Q: 3 clusters Score -631379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -631384.125000 Penalty: 4456.967285
	Iteration 23Q: 3 clusters Score -631384.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -631389.750000 Penalty: 4456.967285
	Iteration 24Q: 3 clusters Score -631389.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -631396.875000 Penalty: 4456.967285
	Iteration 25Q: 3 clusters Score -631396.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -631404.875000 Penalty: 4456.967285
	Iteration 26Q: 3 clusters Score -631404.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -631410.875000 Penalty: 4456.967285
	Iteration 27Q: 3 clusters Score -631410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -631413.750000 Penalty: 4456.967285
	Iteration 28Q: 3 clusters Score -631413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -631416.125000 Penalty: 4456.967285
	Iteration 29Q: 3 clusters Score -631416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -631418.812500 Penalty: 4456.967285
	Iteration 30Q: 3 clusters Score -631418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -631418.750000 Penalty: 4456.967285
	Iteration 31Q: 3 clusters Score -631418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -631419.187500 Penalty: 4456.967285
	Iteration 32Q: 3 clusters Score -631419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -631420.562500 Penalty: 4456.967285
	Iteration 33Q: 3 clusters Score -631420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -631421.687500 Penalty: 4456.967285
	Iteration 34Q: 3 clusters Score -631421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -631421.687500 Penalty: 4456.967285
	Iteration 35F: 3 clusters Score -631421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -294426.062500 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -294426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -290768.906250 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -290768.9 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -291511.968750 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -291512 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -291665.187500 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -291665.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -291763.718750 Penalty: 4061.038330
	Iteration 3Q: 3 clusters Score -291763.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -291821.593750 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -291821.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -291866.125000 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -291866.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -291904.562500 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -291904.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -291936.625000 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -291936.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -291959.687500 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -291959.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -291981.500000 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -291981.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -292003.437500 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -292003.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -292020.937500 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -292020.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -292042.031250 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -292042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -292060.843750 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -292060.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -292080.031250 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -292080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -292102.656250 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -292102.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -292117.281250 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -292117.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -292128.312500 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -292128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -292136.468750 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -292136.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -292145.250000 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -292145.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -292153.125000 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -292153.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -292161.750000 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -292161.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -292171.593750 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -292171.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -292184.468750 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -292184.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -292198.375000 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -292198.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -292206.781250 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -292206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -292210.875000 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -292210.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -292216.093750 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -292216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -292222.562500 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -292222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -292227.718750 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -292227.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -292231.281250 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -292231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -292235.218750 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -292235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -292238.531250 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -292238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -292241.625000 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -292241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -292243.406250 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -292243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -292246.218750 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -292246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -292249.000000 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -292249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -292251.468750 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -292251.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -292254.156250 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -292254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -292260.093750 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -292260.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -292267.687500 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -292267.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -292271.437500 Penalty: 4061.038330
	Iteration 41Q: 3 clusters Score -292271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -292275.843750 Penalty: 4061.038330
	Iteration 42Q: 3 clusters Score -292275.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -292280.718750 Penalty: 4061.038330
	Iteration 43Q: 3 clusters Score -292280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -292287.000000 Penalty: 4061.038330
	Iteration 44Q: 3 clusters Score -292287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -292291.312500 Penalty: 4061.038330
	Iteration 45Q: 3 clusters Score -292291.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -292295.156250 Penalty: 4061.038330
	Iteration 46Q: 3 clusters Score -292295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -292298.093750 Penalty: 4061.038330
	Iteration 47Q: 3 clusters Score -292298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -292300.656250 Penalty: 4061.038330
	Iteration 48Q: 3 clusters Score -292300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -292303.281250 Penalty: 4061.038330
	Iteration 49Q: 3 clusters Score -292303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -292307.062500 Penalty: 4061.038330
	Iteration 50Q: 3 clusters Score -292307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -292312.562500 Penalty: 4061.038330
	Iteration 51Q: 3 clusters Score -292312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -292318.750000 Penalty: 4061.038330
	Iteration 52Q: 3 clusters Score -292318.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -292327.718750 Penalty: 4061.038330
	Iteration 53Q: 3 clusters Score -292327.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -292337.750000 Penalty: 4061.038330
	Iteration 54Q: 3 clusters Score -292337.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -292346.718750 Penalty: 4061.038330
	Iteration 55Q: 3 clusters Score -292346.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -292354.281250 Penalty: 4061.038330
	Iteration 56Q: 3 clusters Score -292354.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -292358.218750 Penalty: 4061.038330
	Iteration 57Q: 3 clusters Score -292358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -292361.593750 Penalty: 4061.038330
	Iteration 58Q: 3 clusters Score -292361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -292363.343750 Penalty: 4061.038330
	Iteration 59Q: 3 clusters Score -292363.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -292365.750000 Penalty: 4061.038330
	Iteration 60F: 3 clusters Score -292365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -292367.937500 Penalty: 4061.038330
	Iteration 61Q: 3 clusters Score -292367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -292371.406250 Penalty: 4061.038330
	Iteration 62Q: 3 clusters Score -292371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -292375.656250 Penalty: 4061.038330
	Iteration 63Q: 3 clusters Score -292375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -292382.656250 Penalty: 4061.038330
	Iteration 64Q: 3 clusters Score -292382.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -292389.156250 Penalty: 4061.038330
	Iteration 65Q: 3 clusters Score -292389.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -292396.156250 Penalty: 4061.038330
	Iteration 66Q: 3 clusters Score -292396.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -292404.031250 Penalty: 4061.038330
	Iteration 67Q: 3 clusters Score -292404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -292409.156250 Penalty: 4061.038330
	Iteration 68Q: 3 clusters Score -292409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -292412.531250 Penalty: 4061.038330
	Iteration 69Q: 3 clusters Score -292412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -292415.406250 Penalty: 4061.038330
	Iteration 70Q: 3 clusters Score -292415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -292419.437500 Penalty: 4061.038330
	Iteration 71Q: 3 clusters Score -292419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -292429.218750 Penalty: 4061.038330
	Iteration 72Q: 3 clusters Score -292429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -292435.250000 Penalty: 4061.038330
	Iteration 73Q: 3 clusters Score -292435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -292435.937500 Penalty: 4061.038330
	Iteration 74Q: 3 clusters Score -292435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -292436.531250 Penalty: 4061.038330
	Iteration 75Q: 3 clusters Score -292436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -292436.843750 Penalty: 4061.038330
	Iteration 76Q: 3 clusters Score -292436.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -292436.843750 Penalty: 4061.038330
	Iteration 77F: 3 clusters Score -292436.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Entering Unmasked Estep 
Score: -1664422.625000 Penalty: 2467.680176
	Iteration 0F: 2 clusters Score -1664423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1649656.125000 Penalty: 4935.360352
	Iteration 0F: 3 clusters Score -1649656 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1654596.250000 Penalty: 4935.360352
	Iteration 1F: 3 clusters Score -1654596 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1655043.750000 Penalty: 4935.360352
	Iteration 2F: 3 clusters Score -1655044 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1655470.250000 Penalty: 4935.360352
	Iteration 3Q: 3 clusters Score -1655470 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1655860.250000 Penalty: 4935.360352
	Iteration 4Q: 3 clusters Score -1655860 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1656264.500000 Penalty: 4935.360352
	Iteration 5Q: 3 clusters Score -1656264 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1656764.875000 Penalty: 4935.360352
	Iteration 6Q: 3 clusters Score -1656765 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1657364.875000 Penalty: 4935.360352
	Iteration 7F: 3 clusters Score -1657365 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1658180.875000 Penalty: 4935.360352
	Iteration 8F: 3 clusters Score -1658181 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1659173.750000 Penalty: 4935.360352
	Iteration 9F: 3 clusters Score -1659174 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1660227.125000 Penalty: 4935.360352
	Iteration 10F: 3 clusters Score -1660227 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1661049.750000 Penalty: 4935.360352
	Iteration 11Q: 3 clusters Score -1661050 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1661465.875000 Penalty: 4935.360352
	Iteration 12Q: 3 clusters Score -1661466 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1661639.000000 Penalty: 4935.360352
	Iteration 13Q: 3 clusters Score -1661639 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1661726.875000 Penalty: 4935.360352
	Iteration 14Q: 3 clusters Score -1661727 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1661785.500000 Penalty: 4935.360352
	Iteration 15Q: 3 clusters Score -1661786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1661837.250000 Penalty: 4935.360352
	Iteration 16Q: 3 clusters Score -1661837 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1661883.250000 Penalty: 4935.360352
	Iteration 17Q: 3 clusters Score -1661883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1661921.625000 Penalty: 4935.360352
	Iteration 18Q: 3 clusters Score -1661922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1661950.500000 Penalty: 4935.360352
	Iteration 19Q: 3 clusters Score -1661950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1661973.500000 Penalty: 4935.360352
	Iteration 20F: 3 clusters Score -1661974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1661987.375000 Penalty: 4935.360352
	Iteration 21Q: 3 clusters Score -1661987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1661999.125000 Penalty: 4935.360352
	Iteration 22Q: 3 clusters Score -1661999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1662012.750000 Penalty: 4935.360352
	Iteration 23Q: 3 clusters Score -1662013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1662020.500000 Penalty: 4935.360352
	Iteration 24Q: 3 clusters Score -1662020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1662032.750000 Penalty: 4935.360352
	Iteration 25Q: 3 clusters Score -1662033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1662041.375000 Penalty: 4935.360352
	Iteration 26Q: 3 clusters Score -1662041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1662050.250000 Penalty: 4935.360352
	Iteration 27Q: 3 clusters Score -1662050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1662061.125000 Penalty: 4935.360352
	Iteration 28Q: 3 clusters Score -1662061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1662066.750000 Penalty: 4935.360352
	Iteration 29Q: 3 clusters Score -1662067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1662074.000000 Penalty: 4935.360352
	Iteration 30Q: 3 clusters Score -1662074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1662079.875000 Penalty: 4935.360352
	Iteration 31Q: 3 clusters Score -1662080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1662083.125000 Penalty: 4935.360352
	Iteration 32Q: 3 clusters Score -1662083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1662087.625000 Penalty: 4935.360352
	Iteration 33Q: 3 clusters Score -1662088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1662094.250000 Penalty: 4935.360352
	Iteration 34Q: 3 clusters Score -1662094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1662107.750000 Penalty: 4935.360352
	Iteration 35Q: 3 clusters Score -1662108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1662112.750000 Penalty: 4935.360352
	Iteration 36Q: 3 clusters Score -1662113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1662120.875000 Penalty: 4935.360352
	Iteration 37Q: 3 clusters Score -1662121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1662123.375000 Penalty: 4935.360352
	Iteration 38Q: 3 clusters Score -1662123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1662134.875000 Penalty: 4935.360352
	Iteration 39Q: 3 clusters Score -1662135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1662140.625000 Penalty: 4935.360352
	Iteration 40F: 3 clusters Score -1662141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1662151.375000 Penalty: 4935.360352
	Iteration 41Q: 3 clusters Score -1662151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1662162.000000 Penalty: 4935.360352
	Iteration 42Q: 3 clusters Score -1662162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1662164.125000 Penalty: 4935.360352
	Iteration 43Q: 3 clusters Score -1662164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1662174.375000 Penalty: 4935.360352
	Iteration 44Q: 3 clusters Score -1662174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1662179.750000 Penalty: 4935.360352
	Iteration 45Q: 3 clusters Score -1662180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1662193.250000 Penalty: 4935.360352
	Iteration 46Q: 3 clusters Score -1662193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1662198.125000 Penalty: 4935.360352
	Iteration 47Q: 3 clusters Score -1662198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1662206.000000 Penalty: 4935.360352
	Iteration 48Q: 3 clusters Score -1662206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1662215.375000 Penalty: 4935.360352
	Iteration 49Q: 3 clusters Score -1662215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1662227.375000 Penalty: 4935.360352
	Iteration 50Q: 3 clusters Score -1662227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1662238.875000 Penalty: 4935.360352
	Iteration 51Q: 3 clusters Score -1662239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1662252.750000 Penalty: 4935.360352
	Iteration 52Q: 3 clusters Score -1662253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1662269.375000 Penalty: 4935.360352
	Iteration 53Q: 3 clusters Score -1662269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1662288.375000 Penalty: 4935.360352
	Iteration 54Q: 3 clusters Score -1662288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1662320.625000 Penalty: 4935.360352
	Iteration 55Q: 3 clusters Score -1662321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1662348.500000 Penalty: 4935.360352
	Iteration 56Q: 3 clusters Score -1662348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1662371.375000 Penalty: 4935.360352
	Iteration 57Q: 3 clusters Score -1662371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1662387.375000 Penalty: 4935.360352
	Iteration 58Q: 3 clusters Score -1662387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1662408.625000 Penalty: 4935.360352
	Iteration 59Q: 3 clusters Score -1662409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1662427.500000 Penalty: 4935.360352
	Iteration 60F: 3 clusters Score -1662428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1662435.000000 Penalty: 4935.360352
	Iteration 61Q: 3 clusters Score -1662435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1662456.250000 Penalty: 4935.360352
	Iteration 62Q: 3 clusters Score -1662456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1662476.500000 Penalty: 4935.360352
	Iteration 63Q: 3 clusters Score -1662476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1662508.375000 Penalty: 4935.360352
	Iteration 64Q: 3 clusters Score -1662508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1662526.250000 Penalty: 4935.360352
	Iteration 65Q: 3 clusters Score -1662526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1662537.125000 Penalty: 4935.360352
	Iteration 66Q: 3 clusters Score -1662537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1662549.000000 Penalty: 4935.360352
	Iteration 67Q: 3 clusters Score -1662549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1662554.375000 Penalty: 4935.360352
	Iteration 68Q: 3 clusters Score -1662554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1662563.000000 Penalty: 4935.360352
	Iteration 69Q: 3 clusters Score -1662563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1662572.000000 Penalty: 4935.360352
	Iteration 70Q: 3 clusters Score -1662572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1662575.500000 Penalty: 4935.360352
	Iteration 71Q: 3 clusters Score -1662576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1662582.500000 Penalty: 4935.360352
	Iteration 72Q: 3 clusters Score -1662582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1662593.875000 Penalty: 4935.360352
	Iteration 73Q: 3 clusters Score -1662594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1662592.375000 Penalty: 4935.360352
	Iteration 74Q: 3 clusters Score -1662592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1662598.125000 Penalty: 4935.360352
	Iteration 75Q: 3 clusters Score -1662598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1662598.250000 Penalty: 4935.360352
	Iteration 76Q: 3 clusters Score -1662598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1662596.750000 Penalty: 4935.360352
	Iteration 77Q: 3 clusters Score -1662597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1662605.250000 Penalty: 4935.360352
	Iteration 78Q: 3 clusters Score -1662605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1662606.000000 Penalty: 4935.360352
	Iteration 79Q: 3 clusters Score -1662606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1662608.500000 Penalty: 4935.360352
	Iteration 80F: 3 clusters Score -1662608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1662611.500000 Penalty: 4935.360352
	Iteration 81Q: 3 clusters Score -1662612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1662608.875000 Penalty: 4935.360352
	Iteration 82Q: 3 clusters Score -1662609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1662612.625000 Penalty: 4935.360352
	Iteration 83Q: 3 clusters Score -1662613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1662618.125000 Penalty: 4935.360352
	Iteration 84Q: 3 clusters Score -1662618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1662618.500000 Penalty: 4935.360352
	Iteration 85Q: 3 clusters Score -1662618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1662619.250000 Penalty: 4935.360352
	Iteration 86Q: 3 clusters Score -1662619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1662619.250000 Penalty: 4935.360352
	Iteration 87F: 3 clusters Score -1662619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Entering Unmasked Estep 
Score: -1102640.875000 Penalty: 2367.556396
	Iteration 0F: 2 clusters Score -1102641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1092525.500000 Penalty: 4735.112793
	Iteration 0F: 3 clusters Score -1092526 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1095800.375000 Penalty: 4735.112793
	Iteration 1F: 3 clusters Score -1095800 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1096227.500000 Penalty: 4735.112793
	Iteration 2F: 3 clusters Score -1096228 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1096582.375000 Penalty: 4735.112793
	Iteration 3F: 3 clusters Score -1096582 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1096950.000000 Penalty: 4735.112793
	Iteration 4Q: 3 clusters Score -1096950 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1097321.500000 Penalty: 4735.112793
	Iteration 5F: 3 clusters Score -1097322 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1097711.375000 Penalty: 4735.112793
	Iteration 6Q: 3 clusters Score -1097711 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1098196.000000 Penalty: 4735.112793
	Iteration 7F: 3 clusters Score -1098196 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1098718.125000 Penalty: 4735.112793
	Iteration 8F: 3 clusters Score -1098718 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1099263.000000 Penalty: 4735.112793
	Iteration 9F: 3 clusters Score -1099263 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1099809.750000 Penalty: 4735.112793
	Iteration 10Q: 3 clusters Score -1099810 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1100258.500000 Penalty: 4735.112793
	Iteration 11Q: 3 clusters Score -1100258 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1100546.250000 Penalty: 4735.112793
	Iteration 12Q: 3 clusters Score -1100546 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1100733.125000 Penalty: 4735.112793
	Iteration 13Q: 3 clusters Score -1100733 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1100825.250000 Penalty: 4735.112793
	Iteration 14Q: 3 clusters Score -1100825 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1100878.000000 Penalty: 4735.112793
	Iteration 15Q: 3 clusters Score -1100878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1100917.500000 Penalty: 4735.112793
	Iteration 16Q: 3 clusters Score -1100918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1100937.750000 Penalty: 4735.112793
	Iteration 17Q: 3 clusters Score -1100938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1100952.750000 Penalty: 4735.112793
	Iteration 18Q: 3 clusters Score -1100953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1100961.500000 Penalty: 4735.112793
	Iteration 19Q: 3 clusters Score -1100962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1100975.000000 Penalty: 4735.112793
	Iteration 20F: 3 clusters Score -1100975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1100985.625000 Penalty: 4735.112793
	Iteration 21Q: 3 clusters Score -1100986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1100991.375000 Penalty: 4735.112793
	Iteration 22Q: 3 clusters Score -1100991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1100993.250000 Penalty: 4735.112793
	Iteration 23Q: 3 clusters Score -1100993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1100997.625000 Penalty: 4735.112793
	Iteration 24Q: 3 clusters Score -1100998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1101003.250000 Penalty: 4735.112793
	Iteration 25Q: 3 clusters Score -1101003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1101004.250000 Penalty: 4735.112793
	Iteration 26Q: 3 clusters Score -1101004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1101005.125000 Penalty: 4735.112793
	Iteration 27Q: 3 clusters Score -1101005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1101006.000000 Penalty: 4735.112793
	Iteration 28Q: 3 clusters Score -1101006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1101008.000000 Penalty: 4735.112793
	Iteration 29Q: 3 clusters Score -1101008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1101006.750000 Penalty: 4735.112793
	Iteration 30Q: 3 clusters Score -1101007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1101010.500000 Penalty: 4735.112793
	Iteration 31Q: 3 clusters Score -1101010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1101013.500000 Penalty: 4735.112793
	Iteration 32Q: 3 clusters Score -1101014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1101016.125000 Penalty: 4735.112793
	Iteration 33Q: 3 clusters Score -1101016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1101019.750000 Penalty: 4735.112793
	Iteration 34Q: 3 clusters Score -1101020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1101021.250000 Penalty: 4735.112793
	Iteration 35Q: 3 clusters Score -1101021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1101024.625000 Penalty: 4735.112793
	Iteration 36Q: 3 clusters Score -1101025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1101025.250000 Penalty: 4735.112793
	Iteration 37Q: 3 clusters Score -1101025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1101025.500000 Penalty: 4735.112793
	Iteration 38Q: 3 clusters Score -1101026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1101026.500000 Penalty: 4735.112793
	Iteration 39Q: 3 clusters Score -1101026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1101027.750000 Penalty: 4735.112793
	Iteration 40F: 3 clusters Score -1101028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1101027.125000 Penalty: 4735.112793
	Iteration 41Q: 3 clusters Score -1101027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1101028.125000 Penalty: 4735.112793
	Iteration 42Q: 3 clusters Score -1101028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1101029.625000 Penalty: 4735.112793
	Iteration 43Q: 3 clusters Score -1101030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1101030.625000 Penalty: 4735.112793
	Iteration 44Q: 3 clusters Score -1101031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1101030.875000 Penalty: 4735.112793
	Iteration 45Q: 3 clusters Score -1101031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1101032.375000 Penalty: 4735.112793
	Iteration 46Q: 3 clusters Score -1101032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1101032.125000 Penalty: 4735.112793
	Iteration 47Q: 3 clusters Score -1101032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1101033.875000 Penalty: 4735.112793
	Iteration 48Q: 3 clusters Score -1101034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1101036.625000 Penalty: 4735.112793
	Iteration 49Q: 3 clusters Score -1101037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1101037.500000 Penalty: 4735.112793
	Iteration 50Q: 3 clusters Score -1101038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1101035.625000 Penalty: 4735.112793
	Iteration 51Q: 3 clusters Score -1101036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1101036.750000 Penalty: 4735.112793
	Iteration 52Q: 3 clusters Score -1101037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1101036.750000 Penalty: 4735.112793
	Iteration 53F: 3 clusters Score -1101037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160431 members 
Entering Unmasked Estep 
Score: -13071074.000000 Penalty: 2972.433594
	Iteration 0F: 2 clusters Score -1.307107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -12963967.000000 Penalty: 5944.867188
	Iteration 0F: 3 clusters Score -1.296397e+07 nChanged 76897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 75042 members 
Entering Unmasked Estep 
Score: -13008137.000000 Penalty: 5944.867188
	Iteration 1F: 3 clusters Score -1.300814e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -13009311.000000 Penalty: 5944.867188
	Iteration 2Q: 3 clusters Score -1.300931e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92944 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -13011342.000000 Penalty: 5944.867188
	Iteration 3Q: 3 clusters Score -1.301134e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -13014918.000000 Penalty: 5944.867188
	Iteration 4Q: 3 clusters Score -1.301492e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110216 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -13021710.000000 Penalty: 5944.867188
	Iteration 5F: 3 clusters Score -1.302171e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -13033097.000000 Penalty: 5944.867188
	Iteration 6F: 3 clusters Score -1.30331e+07 nChanged 14941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138628 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -13047732.000000 Penalty: 5944.867188
	Iteration 7F: 3 clusters Score -1.304773e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150140 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -13059378.000000 Penalty: 5944.867188
	Iteration 8F: 3 clusters Score -1.305938e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156163 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -13065272.000000 Penalty: 5944.867188
	Iteration 9Q: 3 clusters Score -1.306527e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -13067358.000000 Penalty: 5944.867188
	Iteration 10Q: 3 clusters Score -1.306736e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -13068143.000000 Penalty: 5944.867188
	Iteration 11Q: 3 clusters Score -1.306814e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -13068445.000000 Penalty: 5944.867188
	Iteration 12Q: 3 clusters Score -1.306844e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13068596.000000 Penalty: 5944.867188
	Iteration 13Q: 3 clusters Score -1.30686e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13068676.000000 Penalty: 5944.867188
	Iteration 14Q: 3 clusters Score -1.306868e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13068700.000000 Penalty: 5944.867188
	Iteration 15Q: 3 clusters Score -1.30687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13068719.000000 Penalty: 5944.867188
	Iteration 16Q: 3 clusters Score -1.306872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13068722.000000 Penalty: 5944.867188
	Iteration 17Q: 3 clusters Score -1.306872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159616 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13068720.000000 Penalty: 5944.867188
	Iteration 18Q: 3 clusters Score -1.306872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159619 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13068740.000000 Penalty: 5944.867188
	Iteration 19Q: 3 clusters Score -1.306874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13068731.000000 Penalty: 5944.867188
	Iteration 20F: 3 clusters Score -1.306873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13068731.000000 Penalty: 5944.867188
	Iteration 21Q: 3 clusters Score -1.306873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13068725.000000 Penalty: 5944.867188
	Iteration 22Q: 3 clusters Score -1.306872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13068724.000000 Penalty: 5944.867188
	Iteration 23Q: 3 clusters Score -1.306872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13068723.000000 Penalty: 5944.867188
	Iteration 24Q: 3 clusters Score -1.306872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13068731.000000 Penalty: 5944.867188
	Iteration 25Q: 3 clusters Score -1.306873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13068728.000000 Penalty: 5944.867188
	Iteration 26Q: 3 clusters Score -1.306873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159628 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -13068728.000000 Penalty: 5944.867188
	Iteration 27F: 3 clusters Score -1.306873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Entering Unmasked Estep 
Score: -1530233.125000 Penalty: 2436.408691
	Iteration 0F: 2 clusters Score -1530233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1517217.375000 Penalty: 4872.817383
	Iteration 0F: 3 clusters Score -1517217 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1521498.625000 Penalty: 4872.817383
	Iteration 1F: 3 clusters Score -1521499 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1521835.875000 Penalty: 4872.817383
	Iteration 2F: 3 clusters Score -1521836 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1522119.375000 Penalty: 4872.817383
	Iteration 3Q: 3 clusters Score -1522119 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1522370.750000 Penalty: 4872.817383
	Iteration 4Q: 3 clusters Score -1522371 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1522643.250000 Penalty: 4872.817383
	Iteration 5Q: 3 clusters Score -1522643 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1522993.750000 Penalty: 4872.817383
	Iteration 6Q: 3 clusters Score -1522994 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1523447.250000 Penalty: 4872.817383
	Iteration 7Q: 3 clusters Score -1523447 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1524104.250000 Penalty: 4872.817383
	Iteration 8F: 3 clusters Score -1524104 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1524971.500000 Penalty: 4872.817383
	Iteration 9F: 3 clusters Score -1524972 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1525939.125000 Penalty: 4872.817383
	Iteration 10F: 3 clusters Score -1525939 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1526756.625000 Penalty: 4872.817383
	Iteration 11Q: 3 clusters Score -1526757 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1527339.000000 Penalty: 4872.817383
	Iteration 12Q: 3 clusters Score -1527339 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1527703.125000 Penalty: 4872.817383
	Iteration 13Q: 3 clusters Score -1527703 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1527931.875000 Penalty: 4872.817383
	Iteration 14Q: 3 clusters Score -1527932 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1528073.250000 Penalty: 4872.817383
	Iteration 15Q: 3 clusters Score -1528073 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1528162.000000 Penalty: 4872.817383
	Iteration 16Q: 3 clusters Score -1528162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1528210.875000 Penalty: 4872.817383
	Iteration 17Q: 3 clusters Score -1528211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1528244.000000 Penalty: 4872.817383
	Iteration 18Q: 3 clusters Score -1528244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1528258.125000 Penalty: 4872.817383
	Iteration 19Q: 3 clusters Score -1528258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1528274.500000 Penalty: 4872.817383
	Iteration 20F: 3 clusters Score -1528274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1528279.875000 Penalty: 4872.817383
	Iteration 21Q: 3 clusters Score -1528280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1528288.125000 Penalty: 4872.817383
	Iteration 22Q: 3 clusters Score -1528288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1528289.750000 Penalty: 4872.817383
	Iteration 23Q: 3 clusters Score -1528290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1528294.500000 Penalty: 4872.817383
	Iteration 24Q: 3 clusters Score -1528294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1528299.500000 Penalty: 4872.817383
	Iteration 25Q: 3 clusters Score -1528300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1528303.875000 Penalty: 4872.817383
	Iteration 26Q: 3 clusters Score -1528304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1528306.375000 Penalty: 4872.817383
	Iteration 27Q: 3 clusters Score -1528306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1528314.625000 Penalty: 4872.817383
	Iteration 28Q: 3 clusters Score -1528315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1528318.250000 Penalty: 4872.817383
	Iteration 29Q: 3 clusters Score -1528318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1528318.250000 Penalty: 4872.817383
	Iteration 30F: 3 clusters Score -1528318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Entering Unmasked Estep 
Score: -943692.125000 Penalty: 2323.207275
	Iteration 0F: 2 clusters Score -943692.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -934926.125000 Penalty: 4646.414551
	Iteration 0F: 3 clusters Score -934926.1 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -937555.437500 Penalty: 4646.414551
	Iteration 1F: 3 clusters Score -937555.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -937864.812500 Penalty: 4646.414551
	Iteration 2F: 3 clusters Score -937864.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -938079.812500 Penalty: 4646.414551
	Iteration 3Q: 3 clusters Score -938079.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -938262.875000 Penalty: 4646.414551
	Iteration 4Q: 3 clusters Score -938262.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -938426.500000 Penalty: 4646.414551
	Iteration 5Q: 3 clusters Score -938426.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -938619.500000 Penalty: 4646.414551
	Iteration 6Q: 3 clusters Score -938619.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -938844.000000 Penalty: 4646.414551
	Iteration 7Q: 3 clusters Score -938844 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -939111.062500 Penalty: 4646.414551
	Iteration 8Q: 3 clusters Score -939111.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -939425.375000 Penalty: 4646.414551
	Iteration 9Q: 3 clusters Score -939425.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -939750.000000 Penalty: 4646.414551
	Iteration 10Q: 3 clusters Score -939750 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -940094.937500 Penalty: 4646.414551
	Iteration 11Q: 3 clusters Score -940094.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -940459.875000 Penalty: 4646.414551
	Iteration 12Q: 3 clusters Score -940459.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -940790.187500 Penalty: 4646.414551
	Iteration 13Q: 3 clusters Score -940790.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -941041.000000 Penalty: 4646.414551
	Iteration 14Q: 3 clusters Score -941041 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -941215.750000 Penalty: 4646.414551
	Iteration 15Q: 3 clusters Score -941215.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -941331.625000 Penalty: 4646.414551
	Iteration 16Q: 3 clusters Score -941331.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -941429.875000 Penalty: 4646.414551
	Iteration 17Q: 3 clusters Score -941429.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -941510.375000 Penalty: 4646.414551
	Iteration 18Q: 3 clusters Score -941510.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -941551.187500 Penalty: 4646.414551
	Iteration 19Q: 3 clusters Score -941551.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -941590.500000 Penalty: 4646.414551
	Iteration 20F: 3 clusters Score -941590.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -941621.062500 Penalty: 4646.414551
	Iteration 21Q: 3 clusters Score -941621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -941638.000000 Penalty: 4646.414551
	Iteration 22Q: 3 clusters Score -941638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -941649.375000 Penalty: 4646.414551
	Iteration 23Q: 3 clusters Score -941649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -941660.062500 Penalty: 4646.414551
	Iteration 24Q: 3 clusters Score -941660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -941669.562500 Penalty: 4646.414551
	Iteration 25Q: 3 clusters Score -941669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -941673.375000 Penalty: 4646.414551
	Iteration 26Q: 3 clusters Score -941673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -941678.875000 Penalty: 4646.414551
	Iteration 27Q: 3 clusters Score -941678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -941685.375000 Penalty: 4646.414551
	Iteration 28Q: 3 clusters Score -941685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -941687.250000 Penalty: 4646.414551
	Iteration 29Q: 3 clusters Score -941687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -941689.625000 Penalty: 4646.414551
	Iteration 30Q: 3 clusters Score -941689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -941692.500000 Penalty: 4646.414551
	Iteration 31Q: 3 clusters Score -941692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -941694.750000 Penalty: 4646.414551
	Iteration 32Q: 3 clusters Score -941694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -941694.750000 Penalty: 4646.414551
	Iteration 33F: 3 clusters Score -941694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Entering Unmasked Estep 
Score: -1307144.375000 Penalty: 2412.056396
	Iteration 0F: 2 clusters Score -1307144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1295198.250000 Penalty: 4824.112793
	Iteration 0F: 3 clusters Score -1295198 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1299151.250000 Penalty: 4824.112793
	Iteration 1F: 3 clusters Score -1299151 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1299571.875000 Penalty: 4824.112793
	Iteration 2F: 3 clusters Score -1299572 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1299888.375000 Penalty: 4824.112793
	Iteration 3F: 3 clusters Score -1299888 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1300182.375000 Penalty: 4824.112793
	Iteration 4Q: 3 clusters Score -1300182 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1300488.500000 Penalty: 4824.112793
	Iteration 5Q: 3 clusters Score -1300488 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1300800.750000 Penalty: 4824.112793
	Iteration 6Q: 3 clusters Score -1300801 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1301139.000000 Penalty: 4824.112793
	Iteration 7Q: 3 clusters Score -1301139 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1301518.000000 Penalty: 4824.112793
	Iteration 8Q: 3 clusters Score -1301518 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1301933.875000 Penalty: 4824.112793
	Iteration 9Q: 3 clusters Score -1301934 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1302443.625000 Penalty: 4824.112793
	Iteration 10Q: 3 clusters Score -1302444 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1303131.500000 Penalty: 4824.112793
	Iteration 11Q: 3 clusters Score -1303132 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1303994.750000 Penalty: 4824.112793
	Iteration 12Q: 3 clusters Score -1303995 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1304760.250000 Penalty: 4824.112793
	Iteration 13Q: 3 clusters Score -1304760 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1305288.375000 Penalty: 4824.112793
	Iteration 14Q: 3 clusters Score -1305288 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1305542.500000 Penalty: 4824.112793
	Iteration 15Q: 3 clusters Score -1305542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1305650.000000 Penalty: 4824.112793
	Iteration 16Q: 3 clusters Score -1305650 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1305700.625000 Penalty: 4824.112793
	Iteration 17Q: 3 clusters Score -1305701 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1305731.375000 Penalty: 4824.112793
	Iteration 18Q: 3 clusters Score -1305731 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1305754.375000 Penalty: 4824.112793
	Iteration 19Q: 3 clusters Score -1305754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1305765.000000 Penalty: 4824.112793
	Iteration 20F: 3 clusters Score -1305765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1305780.000000 Penalty: 4824.112793
	Iteration 21Q: 3 clusters Score -1305780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1305790.125000 Penalty: 4824.112793
	Iteration 22Q: 3 clusters Score -1305790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1305796.750000 Penalty: 4824.112793
	Iteration 23Q: 3 clusters Score -1305797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1305802.625000 Penalty: 4824.112793
	Iteration 24Q: 3 clusters Score -1305803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1305801.375000 Penalty: 4824.112793
	Iteration 25Q: 3 clusters Score -1305801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1305807.625000 Penalty: 4824.112793
	Iteration 26Q: 3 clusters Score -1305808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1305807.125000 Penalty: 4824.112793
	Iteration 27Q: 3 clusters Score -1305807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1305808.250000 Penalty: 4824.112793
	Iteration 28Q: 3 clusters Score -1305808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1305812.625000 Penalty: 4824.112793
	Iteration 29Q: 3 clusters Score -1305813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1305817.875000 Penalty: 4824.112793
	Iteration 30Q: 3 clusters Score -1305818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1305814.875000 Penalty: 4824.112793
	Iteration 31Q: 3 clusters Score -1305815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1305812.625000 Penalty: 4824.112793
	Iteration 32Q: 3 clusters Score -1305813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1305813.000000 Penalty: 4824.112793
	Iteration 33Q: 3 clusters Score -1305813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1305812.125000 Penalty: 4824.112793
	Iteration 34Q: 3 clusters Score -1305812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1305817.000000 Penalty: 4824.112793
	Iteration 35Q: 3 clusters Score -1305817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1305817.000000 Penalty: 4824.112793
	Iteration 36Q: 3 clusters Score -1305817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1305817.625000 Penalty: 4824.112793
	Iteration 37Q: 3 clusters Score -1305818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1305815.500000 Penalty: 4824.112793
	Iteration 38Q: 3 clusters Score -1305816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1305815.500000 Penalty: 4824.112793
	Iteration 39F: 3 clusters Score -1305816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Entering Unmasked Estep 
Score: -1424393.000000 Penalty: 2429.839111
	Iteration 0F: 2 clusters Score -1424393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1411547.625000 Penalty: 4859.678223
	Iteration 0F: 3 clusters Score -1411548 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1415740.000000 Penalty: 4859.678223
	Iteration 1F: 3 clusters Score -1415740 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1416187.625000 Penalty: 4859.678223
	Iteration 2F: 3 clusters Score -1416188 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1416696.875000 Penalty: 4859.678223
	Iteration 3F: 3 clusters Score -1416697 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1417257.125000 Penalty: 4859.678223
	Iteration 4Q: 3 clusters Score -1417257 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1417882.000000 Penalty: 4859.678223
	Iteration 5F: 3 clusters Score -1417882 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1418590.375000 Penalty: 4859.678223
	Iteration 6F: 3 clusters Score -1418590 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1419382.375000 Penalty: 4859.678223
	Iteration 7F: 3 clusters Score -1419382 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1420230.750000 Penalty: 4859.678223
	Iteration 8F: 3 clusters Score -1420231 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1421056.000000 Penalty: 4859.678223
	Iteration 9F: 3 clusters Score -1421056 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1421647.375000 Penalty: 4859.678223
	Iteration 10Q: 3 clusters Score -1421647 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1421962.250000 Penalty: 4859.678223
	Iteration 11Q: 3 clusters Score -1421962 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1422168.625000 Penalty: 4859.678223
	Iteration 12Q: 3 clusters Score -1422169 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1422330.750000 Penalty: 4859.678223
	Iteration 13Q: 3 clusters Score -1422331 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1422445.875000 Penalty: 4859.678223
	Iteration 14Q: 3 clusters Score -1422446 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1422522.750000 Penalty: 4859.678223
	Iteration 15Q: 3 clusters Score -1422523 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1422567.500000 Penalty: 4859.678223
	Iteration 16Q: 3 clusters Score -1422568 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1422599.875000 Penalty: 4859.678223
	Iteration 17Q: 3 clusters Score -1422600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1422629.000000 Penalty: 4859.678223
	Iteration 18Q: 3 clusters Score -1422629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1422651.000000 Penalty: 4859.678223
	Iteration 19Q: 3 clusters Score -1422651 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1422677.875000 Penalty: 4859.678223
	Iteration 20F: 3 clusters Score -1422678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1422701.500000 Penalty: 4859.678223
	Iteration 21Q: 3 clusters Score -1422702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1422729.625000 Penalty: 4859.678223
	Iteration 22Q: 3 clusters Score -1422730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1422744.375000 Penalty: 4859.678223
	Iteration 23Q: 3 clusters Score -1422744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1422762.125000 Penalty: 4859.678223
	Iteration 24Q: 3 clusters Score -1422762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1422781.250000 Penalty: 4859.678223
	Iteration 25Q: 3 clusters Score -1422781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1422786.250000 Penalty: 4859.678223
	Iteration 26Q: 3 clusters Score -1422786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1422801.875000 Penalty: 4859.678223
	Iteration 27Q: 3 clusters Score -1422802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1422814.875000 Penalty: 4859.678223
	Iteration 28Q: 3 clusters Score -1422815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1422832.500000 Penalty: 4859.678223
	Iteration 29Q: 3 clusters Score -1422832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1422851.750000 Penalty: 4859.678223
	Iteration 30Q: 3 clusters Score -1422852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1422862.500000 Penalty: 4859.678223
	Iteration 31Q: 3 clusters Score -1422862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1422874.250000 Penalty: 4859.678223
	Iteration 32Q: 3 clusters Score -1422874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1422887.625000 Penalty: 4859.678223
	Iteration 33Q: 3 clusters Score -1422888 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1422898.625000 Penalty: 4859.678223
	Iteration 34Q: 3 clusters Score -1422899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1422900.375000 Penalty: 4859.678223
	Iteration 35Q: 3 clusters Score -1422900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1422912.500000 Penalty: 4859.678223
	Iteration 36Q: 3 clusters Score -1422912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1422917.875000 Penalty: 4859.678223
	Iteration 37Q: 3 clusters Score -1422918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1422923.625000 Penalty: 4859.678223
	Iteration 38Q: 3 clusters Score -1422924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1422928.500000 Penalty: 4859.678223
	Iteration 39Q: 3 clusters Score -1422928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1422935.750000 Penalty: 4859.678223
	Iteration 40F: 3 clusters Score -1422936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1422941.000000 Penalty: 4859.678223
	Iteration 41Q: 3 clusters Score -1422941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1422943.125000 Penalty: 4859.678223
	Iteration 42Q: 3 clusters Score -1422943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1422946.250000 Penalty: 4859.678223
	Iteration 43Q: 3 clusters Score -1422946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1422948.750000 Penalty: 4859.678223
	Iteration 44Q: 3 clusters Score -1422949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1422954.125000 Penalty: 4859.678223
	Iteration 45Q: 3 clusters Score -1422954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1422956.000000 Penalty: 4859.678223
	Iteration 46Q: 3 clusters Score -1422956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1422957.750000 Penalty: 4859.678223
	Iteration 47Q: 3 clusters Score -1422958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1422957.250000 Penalty: 4859.678223
	Iteration 48Q: 3 clusters Score -1422957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1422960.875000 Penalty: 4859.678223
	Iteration 49Q: 3 clusters Score -1422961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1422963.000000 Penalty: 4859.678223
	Iteration 50Q: 3 clusters Score -1422963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1422963.500000 Penalty: 4859.678223
	Iteration 51Q: 3 clusters Score -1422964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1422966.500000 Penalty: 4859.678223
	Iteration 52Q: 3 clusters Score -1422966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1422966.625000 Penalty: 4859.678223
	Iteration 53Q: 3 clusters Score -1422967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1422968.375000 Penalty: 4859.678223
	Iteration 54Q: 3 clusters Score -1422968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1422967.250000 Penalty: 4859.678223
	Iteration 55Q: 3 clusters Score -1422967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1422973.500000 Penalty: 4859.678223
	Iteration 56Q: 3 clusters Score -1422974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1422975.250000 Penalty: 4859.678223
	Iteration 57Q: 3 clusters Score -1422975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1422982.000000 Penalty: 4859.678223
	Iteration 58Q: 3 clusters Score -1422982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1422982.500000 Penalty: 4859.678223
	Iteration 59Q: 3 clusters Score -1422982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1422984.875000 Penalty: 4859.678223
	Iteration 60F: 3 clusters Score -1422985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1422986.375000 Penalty: 4859.678223
	Iteration 61Q: 3 clusters Score -1422986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1422987.000000 Penalty: 4859.678223
	Iteration 62Q: 3 clusters Score -1422987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1422989.125000 Penalty: 4859.678223
	Iteration 63Q: 3 clusters Score -1422989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1422989.750000 Penalty: 4859.678223
	Iteration 64Q: 3 clusters Score -1422990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1422992.125000 Penalty: 4859.678223
	Iteration 65Q: 3 clusters Score -1422992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1422991.625000 Penalty: 4859.678223
	Iteration 66Q: 3 clusters Score -1422992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1422993.250000 Penalty: 4859.678223
	Iteration 67Q: 3 clusters Score -1422993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1422992.125000 Penalty: 4859.678223
	Iteration 68Q: 3 clusters Score -1422992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1422994.375000 Penalty: 4859.678223
	Iteration 69Q: 3 clusters Score -1422994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1422996.000000 Penalty: 4859.678223
	Iteration 70Q: 3 clusters Score -1422996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1422993.250000 Penalty: 4859.678223
	Iteration 71Q: 3 clusters Score -1422993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1422992.750000 Penalty: 4859.678223
	Iteration 72Q: 3 clusters Score -1422993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1422993.250000 Penalty: 4859.678223
	Iteration 73Q: 3 clusters Score -1422993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1422995.000000 Penalty: 4859.678223
	Iteration 74Q: 3 clusters Score -1422995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1422995.500000 Penalty: 4859.678223
	Iteration 75Q: 3 clusters Score -1422996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1422997.125000 Penalty: 4859.678223
	Iteration 76Q: 3 clusters Score -1422997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1422995.125000 Penalty: 4859.678223
	Iteration 77Q: 3 clusters Score -1422995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1422994.125000 Penalty: 4859.678223
	Iteration 78Q: 3 clusters Score -1422994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1422994.375000 Penalty: 4859.678223
	Iteration 79Q: 3 clusters Score -1422994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1422996.500000 Penalty: 4859.678223
	Iteration 80F: 3 clusters Score -1422996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1422996.000000 Penalty: 4859.678223
	Iteration 81Q: 3 clusters Score -1422996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1422999.125000 Penalty: 4859.678223
	Iteration 82Q: 3 clusters Score -1422999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1422998.125000 Penalty: 4859.678223
	Iteration 83Q: 3 clusters Score -1422998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1422999.625000 Penalty: 4859.678223
	Iteration 84Q: 3 clusters Score -1423000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1422999.000000 Penalty: 4859.678223
	Iteration 85Q: 3 clusters Score -1422999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1422999.625000 Penalty: 4859.678223
	Iteration 86Q: 3 clusters Score -1423000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1423001.500000 Penalty: 4859.678223
	Iteration 87Q: 3 clusters Score -1423002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1423003.000000 Penalty: 4859.678223
	Iteration 88Q: 3 clusters Score -1423003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1423001.750000 Penalty: 4859.678223
	Iteration 89Q: 3 clusters Score -1423002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1423002.000000 Penalty: 4859.678223
	Iteration 90Q: 3 clusters Score -1423002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1423002.500000 Penalty: 4859.678223
	Iteration 91Q: 3 clusters Score -1423002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1423002.500000 Penalty: 4859.678223
	Iteration 92F: 3 clusters Score -1423002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Entering Unmasked Estep 
Score: -2642939.250000 Penalty: 2585.293457
	Iteration 0F: 2 clusters Score -2642939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2619952.000000 Penalty: 5170.586914
	Iteration 0F: 3 clusters Score -2619952 nChanged 15287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2628429.500000 Penalty: 5170.586914
	Iteration 1F: 3 clusters Score -2628430 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2629007.750000 Penalty: 5170.586914
	Iteration 2F: 3 clusters Score -2629008 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2629682.500000 Penalty: 5170.586914
	Iteration 3Q: 3 clusters Score -2629682 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2630584.000000 Penalty: 5170.586914
	Iteration 4F: 3 clusters Score -2630584 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2631896.250000 Penalty: 5170.586914
	Iteration 5F: 3 clusters Score -2631896 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -2633519.250000 Penalty: 5170.586914
	Iteration 6F: 3 clusters Score -2633519 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -2635407.250000 Penalty: 5170.586914
	Iteration 7F: 3 clusters Score -2635407 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -2637216.750000 Penalty: 5170.586914
	Iteration 8F: 3 clusters Score -2637217 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -2638607.500000 Penalty: 5170.586914
	Iteration 9Q: 3 clusters Score -2638608 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -2639509.250000 Penalty: 5170.586914
	Iteration 10Q: 3 clusters Score -2639509 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -2639989.250000 Penalty: 5170.586914
	Iteration 11Q: 3 clusters Score -2639989 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -2640280.750000 Penalty: 5170.586914
	Iteration 12Q: 3 clusters Score -2640281 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -2640424.250000 Penalty: 5170.586914
	Iteration 13Q: 3 clusters Score -2640424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -2640535.000000 Penalty: 5170.586914
	Iteration 14Q: 3 clusters Score -2640535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -2640600.500000 Penalty: 5170.586914
	Iteration 15Q: 3 clusters Score -2640600 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -2640642.500000 Penalty: 5170.586914
	Iteration 16Q: 3 clusters Score -2640642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -2640688.000000 Penalty: 5170.586914
	Iteration 17Q: 3 clusters Score -2640688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -2640732.250000 Penalty: 5170.586914
	Iteration 18Q: 3 clusters Score -2640732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -2640757.500000 Penalty: 5170.586914
	Iteration 19Q: 3 clusters Score -2640758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -2640768.000000 Penalty: 5170.586914
	Iteration 20F: 3 clusters Score -2640768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -2640770.000000 Penalty: 5170.586914
	Iteration 21Q: 3 clusters Score -2640770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -2640781.750000 Penalty: 5170.586914
	Iteration 22Q: 3 clusters Score -2640782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -2640792.750000 Penalty: 5170.586914
	Iteration 23Q: 3 clusters Score -2640793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -2640798.500000 Penalty: 5170.586914
	Iteration 24Q: 3 clusters Score -2640798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -2640809.250000 Penalty: 5170.586914
	Iteration 25Q: 3 clusters Score -2640809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -2640811.500000 Penalty: 5170.586914
	Iteration 26Q: 3 clusters Score -2640812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -2640813.500000 Penalty: 5170.586914
	Iteration 27Q: 3 clusters Score -2640814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2640812.500000 Penalty: 5170.586914
	Iteration 28Q: 3 clusters Score -2640812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2640812.500000 Penalty: 5170.586914
	Iteration 29F: 3 clusters Score -2640812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -189419.750000 Penalty: 1994.270508
	Iteration 0F: 2 clusters Score -189419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -186083.953125 Penalty: 3988.541016
	Iteration 0F: 3 clusters Score -186084 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -187069.062500 Penalty: 3988.541016
	Iteration 1F: 3 clusters Score -187069.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -187508.421875 Penalty: 3988.541016
	Iteration 2F: 3 clusters Score -187508.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -187943.875000 Penalty: 3988.541016
	Iteration 3F: 3 clusters Score -187943.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -188330.875000 Penalty: 3988.541016
	Iteration 4F: 3 clusters Score -188330.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -188683.109375 Penalty: 3988.541016
	Iteration 5F: 3 clusters Score -188683.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -188882.234375 Penalty: 3988.541016
	Iteration 6F: 3 clusters Score -188882.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -188992.328125 Penalty: 3988.541016
	Iteration 7Q: 3 clusters Score -188992.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -189041.656250 Penalty: 3988.541016
	Iteration 8Q: 3 clusters Score -189041.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -189070.656250 Penalty: 3988.541016
	Iteration 9Q: 3 clusters Score -189070.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -189092.515625 Penalty: 3988.541016
	Iteration 10Q: 3 clusters Score -189092.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -189115.687500 Penalty: 3988.541016
	Iteration 11Q: 3 clusters Score -189115.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -189143.031250 Penalty: 3988.541016
	Iteration 12Q: 3 clusters Score -189143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -189169.265625 Penalty: 3988.541016
	Iteration 13Q: 3 clusters Score -189169.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -189186.500000 Penalty: 3988.541016
	Iteration 14Q: 3 clusters Score -189186.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -189214.953125 Penalty: 3988.541016
	Iteration 15Q: 3 clusters Score -189215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -189296.734375 Penalty: 3988.541016
	Iteration 16Q: 3 clusters Score -189296.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -189361.781250 Penalty: 3988.541016
	Iteration 17Q: 3 clusters Score -189361.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -189392.593750 Penalty: 3988.541016
	Iteration 18Q: 3 clusters Score -189392.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -189417.453125 Penalty: 3988.541016
	Iteration 19Q: 3 clusters Score -189417.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -189443.921875 Penalty: 3988.541016
	Iteration 20F: 3 clusters Score -189443.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -189470.468750 Penalty: 3988.541016
	Iteration 21Q: 3 clusters Score -189470.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -189507.468750 Penalty: 3988.541016
	Iteration 22Q: 3 clusters Score -189507.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -189536.218750 Penalty: 3988.541016
	Iteration 23Q: 3 clusters Score -189536.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -189554.593750 Penalty: 3988.541016
	Iteration 24Q: 3 clusters Score -189554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -189573.859375 Penalty: 3988.541016
	Iteration 25Q: 3 clusters Score -189573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -189584.109375 Penalty: 3988.541016
	Iteration 26Q: 3 clusters Score -189584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -189589.703125 Penalty: 3988.541016
	Iteration 27Q: 3 clusters Score -189589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -189602.796875 Penalty: 3988.541016
	Iteration 28Q: 3 clusters Score -189602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -189617.531250 Penalty: 3988.541016
	Iteration 29Q: 3 clusters Score -189617.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -189622.078125 Penalty: 3988.541016
	Iteration 30Q: 3 clusters Score -189622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -189625.406250 Penalty: 3988.541016
	Iteration 31Q: 3 clusters Score -189625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -189625.406250 Penalty: 3988.541016
	Iteration 32F: 3 clusters Score -189625.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 1009 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844696 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97545 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253487 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 2098 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
Score: -142802496.000000 Penalty: 132274.531250
Splitting cluster 16 changes total score from -142803952.000000 to -142802496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -269623.375000 Penalty: 2021.816528
	Iteration 0F: 2 clusters Score -269623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -266078.906250 Penalty: 4043.633057
	Iteration 0F: 3 clusters Score -266078.9 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -266887.343750 Penalty: 4043.633057
	Iteration 1F: 3 clusters Score -266887.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -267109.531250 Penalty: 4043.633057
	Iteration 2F: 3 clusters Score -267109.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -267258.062500 Penalty: 4043.633057
	Iteration 3F: 3 clusters Score -267258.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -267371.000000 Penalty: 4043.633057
	Iteration 4Q: 3 clusters Score -267371 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -267461.562500 Penalty: 4043.633057
	Iteration 5Q: 3 clusters Score -267461.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -267516.843750 Penalty: 4043.633057
	Iteration 6Q: 3 clusters Score -267516.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -267561.531250 Penalty: 4043.633057
	Iteration 7Q: 3 clusters Score -267561.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -267591.593750 Penalty: 4043.633057
	Iteration 8Q: 3 clusters Score -267591.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -267633.781250 Penalty: 4043.633057
	Iteration 9Q: 3 clusters Score -267633.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -267676.500000 Penalty: 4043.633057
	Iteration 10Q: 3 clusters Score -267676.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -267721.843750 Penalty: 4043.633057
	Iteration 11Q: 3 clusters Score -267721.8 nChanged 74
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: -267787.687500 Penalty: 4043.633057
	Iteration 12Q: 3 clusters Score -267787.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -267876.343750 Penalty: 4043.633057
	Iteration 13Q: 3 clusters Score -267876.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -267956.062500 Penalty: 4043.633057
	Iteration 14Q: 3 clusters Score -267956.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -268022.718750 Penalty: 4043.633057
	Iteration 15Q: 3 clusters Score -268022.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -268070.781250 Penalty: 4043.633057
	Iteration 16Q: 3 clusters Score -268070.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -268127.437500 Penalty: 4043.633057
	Iteration 17Q: 3 clusters Score -268127.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -268180.000000 Penalty: 4043.633057
	Iteration 18Q: 3 clusters Score -268180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -268231.593750 Penalty: 4043.633057
	Iteration 19Q: 3 clusters Score -268231.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -268279.843750 Penalty: 4043.633057
	Iteration 20F: 3 clusters Score -268279.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -268324.156250 Penalty: 4043.633057
	Iteration 21Q: 3 clusters Score -268324.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -268358.156250 Penalty: 4043.633057
	Iteration 22Q: 3 clusters Score -268358.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -268382.687500 Penalty: 4043.633057
	Iteration 23Q: 3 clusters Score -268382.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -268397.937500 Penalty: 4043.633057
	Iteration 24Q: 3 clusters Score -268397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -268412.281250 Penalty: 4043.633057
	Iteration 25Q: 3 clusters Score -268412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -268418.687500 Penalty: 4043.633057
	Iteration 26Q: 3 clusters Score -268418.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -268425.375000 Penalty: 4043.633057
	Iteration 27Q: 3 clusters Score -268425.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -268437.156250 Penalty: 4043.633057
	Iteration 28Q: 3 clusters Score -268437.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -268446.656250 Penalty: 4043.633057
	Iteration 29Q: 3 clusters Score -268446.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -268455.937500 Penalty: 4043.633057
	Iteration 30Q: 3 clusters Score -268455.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -268463.625000 Penalty: 4043.633057
	Iteration 31Q: 3 clusters Score -268463.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -268467.468750 Penalty: 4043.633057
	Iteration 32Q: 3 clusters Score -268467.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -268471.437500 Penalty: 4043.633057
	Iteration 33Q: 3 clusters Score -268471.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -268472.250000 Penalty: 4043.633057
	Iteration 34Q: 3 clusters Score -268472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -268473.500000 Penalty: 4043.633057
	Iteration 35Q: 3 clusters Score -268473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -268473.625000 Penalty: 4043.633057
	Iteration 36Q: 3 clusters Score -268473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -268473.468750 Penalty: 4043.633057
	Iteration 37Q: 3 clusters Score -268473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -268475.437500 Penalty: 4043.633057
	Iteration 38Q: 3 clusters Score -268475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -268475.218750 Penalty: 4043.633057
	Iteration 39Q: 3 clusters Score -268475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -268475.218750 Penalty: 4043.633057
	Iteration 40F: 3 clusters Score -268475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Entering Unmasked Estep 
Score: -2999246.750000 Penalty: 2616.267090
	Iteration 0F: 2 clusters Score -2999247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2973345.250000 Penalty: 5232.534180
	Iteration 0F: 3 clusters Score -2973345 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2983103.250000 Penalty: 5232.534180
	Iteration 1F: 3 clusters Score -2983103 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2983589.000000 Penalty: 5232.534180
	Iteration 2Q: 3 clusters Score -2983589 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2984058.250000 Penalty: 5232.534180
	Iteration 3Q: 3 clusters Score -2984058 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2984581.750000 Penalty: 5232.534180
	Iteration 4Q: 3 clusters Score -2984582 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2985213.250000 Penalty: 5232.534180
	Iteration 5Q: 3 clusters Score -2985213 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2985999.500000 Penalty: 5232.534180
	Iteration 6Q: 3 clusters Score -2986000 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2987085.500000 Penalty: 5232.534180
	Iteration 7Q: 3 clusters Score -2987086 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2988336.500000 Penalty: 5232.534180
	Iteration 8F: 3 clusters Score -2988336 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2989714.500000 Penalty: 5232.534180
	Iteration 9F: 3 clusters Score -2989714 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2990996.000000 Penalty: 5232.534180
	Iteration 10F: 3 clusters Score -2990996 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2992071.250000 Penalty: 5232.534180
	Iteration 11Q: 3 clusters Score -2992071 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2992903.250000 Penalty: 5232.534180
	Iteration 12Q: 3 clusters Score -2992903 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2993488.250000 Penalty: 5232.534180
	Iteration 13Q: 3 clusters Score -2993488 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2993900.000000 Penalty: 5232.534180
	Iteration 14Q: 3 clusters Score -2993900 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2994288.000000 Penalty: 5232.534180
	Iteration 15Q: 3 clusters Score -2994288 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2994603.750000 Penalty: 5232.534180
	Iteration 16Q: 3 clusters Score -2994604 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2994900.250000 Penalty: 5232.534180
	Iteration 17Q: 3 clusters Score -2994900 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2995132.250000 Penalty: 5232.534180
	Iteration 18Q: 3 clusters Score -2995132 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2995370.000000 Penalty: 5232.534180
	Iteration 19Q: 3 clusters Score -2995370 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2995559.250000 Penalty: 5232.534180
	Iteration 20F: 3 clusters Score -2995559 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2995770.500000 Penalty: 5232.534180
	Iteration 21Q: 3 clusters Score -2995770 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2995910.000000 Penalty: 5232.534180
	Iteration 22Q: 3 clusters Score -2995910 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2996058.750000 Penalty: 5232.534180
	Iteration 23Q: 3 clusters Score -2996059 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2996186.750000 Penalty: 5232.534180
	Iteration 24Q: 3 clusters Score -2996187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2996270.750000 Penalty: 5232.534180
	Iteration 25Q: 3 clusters Score -2996271 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2996371.250000 Penalty: 5232.534180
	Iteration 26Q: 3 clusters Score -2996371 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2996449.250000 Penalty: 5232.534180
	Iteration 27Q: 3 clusters Score -2996449 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2996546.500000 Penalty: 5232.534180
	Iteration 28Q: 3 clusters Score -2996546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2996614.250000 Penalty: 5232.534180
	Iteration 29Q: 3 clusters Score -2996614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2996647.750000 Penalty: 5232.534180
	Iteration 30Q: 3 clusters Score -2996648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2996688.500000 Penalty: 5232.534180
	Iteration 31Q: 3 clusters Score -2996688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2996709.250000 Penalty: 5232.534180
	Iteration 32Q: 3 clusters Score -2996709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2996726.500000 Penalty: 5232.534180
	Iteration 33Q: 3 clusters Score -2996726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2996742.250000 Penalty: 5232.534180
	Iteration 34Q: 3 clusters Score -2996742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2996764.000000 Penalty: 5232.534180
	Iteration 35Q: 3 clusters Score -2996764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2996801.000000 Penalty: 5232.534180
	Iteration 36Q: 3 clusters Score -2996801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2996807.500000 Penalty: 5232.534180
	Iteration 37Q: 3 clusters Score -2996808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2996822.250000 Penalty: 5232.534180
	Iteration 38Q: 3 clusters Score -2996822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2996845.250000 Penalty: 5232.534180
	Iteration 39Q: 3 clusters Score -2996845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2996861.750000 Penalty: 5232.534180
	Iteration 40F: 3 clusters Score -2996862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2996865.250000 Penalty: 5232.534180
	Iteration 41Q: 3 clusters Score -2996865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2996865.500000 Penalty: 5232.534180
	Iteration 42Q: 3 clusters Score -2996866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2996874.000000 Penalty: 5232.534180
	Iteration 43Q: 3 clusters Score -2996874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2996881.250000 Penalty: 5232.534180
	Iteration 44Q: 3 clusters Score -2996881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2996889.500000 Penalty: 5232.534180
	Iteration 45Q: 3 clusters Score -2996890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2996892.750000 Penalty: 5232.534180
	Iteration 46Q: 3 clusters Score -2996893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2996899.250000 Penalty: 5232.534180
	Iteration 47Q: 3 clusters Score -2996899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2996900.000000 Penalty: 5232.534180
	Iteration 48Q: 3 clusters Score -2996900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2996907.500000 Penalty: 5232.534180
	Iteration 49Q: 3 clusters Score -2996908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2996914.750000 Penalty: 5232.534180
	Iteration 50Q: 3 clusters Score -2996915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2996918.750000 Penalty: 5232.534180
	Iteration 51Q: 3 clusters Score -2996919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2996917.250000 Penalty: 5232.534180
	Iteration 52Q: 3 clusters Score -2996917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2996925.250000 Penalty: 5232.534180
	Iteration 53Q: 3 clusters Score -2996925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2996937.750000 Penalty: 5232.534180
	Iteration 54Q: 3 clusters Score -2996938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2996938.250000 Penalty: 5232.534180
	Iteration 55Q: 3 clusters Score -2996938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2996948.250000 Penalty: 5232.534180
	Iteration 56Q: 3 clusters Score -2996948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2996958.500000 Penalty: 5232.534180
	Iteration 57Q: 3 clusters Score -2996958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2996968.250000 Penalty: 5232.534180
	Iteration 58Q: 3 clusters Score -2996968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2996967.500000 Penalty: 5232.534180
	Iteration 59Q: 3 clusters Score -2996968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2996972.000000 Penalty: 5232.534180
	Iteration 60F: 3 clusters Score -2996972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2996979.000000 Penalty: 5232.534180
	Iteration 61Q: 3 clusters Score -2996979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2996976.250000 Penalty: 5232.534180
	Iteration 62Q: 3 clusters Score -2996976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2996976.500000 Penalty: 5232.534180
	Iteration 63Q: 3 clusters Score -2996976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2996977.500000 Penalty: 5232.534180
	Iteration 64Q: 3 clusters Score -2996978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2996979.750000 Penalty: 5232.534180
	Iteration 65Q: 3 clusters Score -2996980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2996978.000000 Penalty: 5232.534180
	Iteration 66Q: 3 clusters Score -2996978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2996978.000000 Penalty: 5232.534180
	Iteration 67Q: 3 clusters Score -2996978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2996980.750000 Penalty: 5232.534180
	Iteration 68Q: 3 clusters Score -2996981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2996979.000000 Penalty: 5232.534180
	Iteration 69Q: 3 clusters Score -2996979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2996984.500000 Penalty: 5232.534180
	Iteration 70Q: 3 clusters Score -2996984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2996981.500000 Penalty: 5232.534180
	Iteration 71Q: 3 clusters Score -2996982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2996986.250000 Penalty: 5232.534180
	Iteration 72Q: 3 clusters Score -2996986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2996990.250000 Penalty: 5232.534180
	Iteration 73Q: 3 clusters Score -2996990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2996991.750000 Penalty: 5232.534180
	Iteration 74Q: 3 clusters Score -2996992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2996990.500000 Penalty: 5232.534180
	Iteration 75Q: 3 clusters Score -2996990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2996988.500000 Penalty: 5232.534180
	Iteration 76Q: 3 clusters Score -2996988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2996989.000000 Penalty: 5232.534180
	Iteration 77Q: 3 clusters Score -2996989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2996989.000000 Penalty: 5232.534180
	Iteration 78F: 3 clusters Score -2996989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Entering Unmasked Estep 
Score: -668499.875000 Penalty: 2246.760498
	Iteration 0F: 2 clusters Score -668499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -661720.250000 Penalty: 4493.520996
	Iteration 0F: 3 clusters Score -661720.2 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -663698.562500 Penalty: 4493.520996
	Iteration 1F: 3 clusters Score -663698.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -664009.500000 Penalty: 4493.520996
	Iteration 2F: 3 clusters Score -664009.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -664224.375000 Penalty: 4493.520996
	Iteration 3F: 3 clusters Score -664224.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -664404.500000 Penalty: 4493.520996
	Iteration 4Q: 3 clusters Score -664404.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -664590.062500 Penalty: 4493.520996
	Iteration 5Q: 3 clusters Score -664590.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -664824.375000 Penalty: 4493.520996
	Iteration 6Q: 3 clusters Score -664824.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -665070.312500 Penalty: 4493.520996
	Iteration 7Q: 3 clusters Score -665070.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -665355.000000 Penalty: 4493.520996
	Iteration 8Q: 3 clusters Score -665355 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -665637.187500 Penalty: 4493.520996
	Iteration 9Q: 3 clusters Score -665637.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -665905.625000 Penalty: 4493.520996
	Iteration 10Q: 3 clusters Score -665905.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -666114.000000 Penalty: 4493.520996
	Iteration 11Q: 3 clusters Score -666114 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -666285.937500 Penalty: 4493.520996
	Iteration 12Q: 3 clusters Score -666285.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -666422.312500 Penalty: 4493.520996
	Iteration 13Q: 3 clusters Score -666422.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -666525.937500 Penalty: 4493.520996
	Iteration 14Q: 3 clusters Score -666525.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -666606.125000 Penalty: 4493.520996
	Iteration 15Q: 3 clusters Score -666606.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -666669.187500 Penalty: 4493.520996
	Iteration 16Q: 3 clusters Score -666669.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -666728.812500 Penalty: 4493.520996
	Iteration 17Q: 3 clusters Score -666728.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -666765.250000 Penalty: 4493.520996
	Iteration 18Q: 3 clusters Score -666765.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -666789.812500 Penalty: 4493.520996
	Iteration 19Q: 3 clusters Score -666789.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -666808.250000 Penalty: 4493.520996
	Iteration 20F: 3 clusters Score -666808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -666826.062500 Penalty: 4493.520996
	Iteration 21Q: 3 clusters Score -666826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -666834.312500 Penalty: 4493.520996
	Iteration 22Q: 3 clusters Score -666834.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -666839.687500 Penalty: 4493.520996
	Iteration 23Q: 3 clusters Score -666839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -666844.687500 Penalty: 4493.520996
	Iteration 24Q: 3 clusters Score -666844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -666851.625000 Penalty: 4493.520996
	Iteration 25Q: 3 clusters Score -666851.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -666856.250000 Penalty: 4493.520996
	Iteration 26Q: 3 clusters Score -666856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -666860.062500 Penalty: 4493.520996
	Iteration 27Q: 3 clusters Score -666860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -666861.625000 Penalty: 4493.520996
	Iteration 28Q: 3 clusters Score -666861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -666862.375000 Penalty: 4493.520996
	Iteration 29Q: 3 clusters Score -666862.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -666862.375000 Penalty: 4493.520996
	Iteration 30F: 3 clusters Score -666862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Entering Unmasked Estep 
Score: -4153353.500000 Penalty: 2685.418701
	Iteration 0F: 2 clusters Score -4153354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4119157.750000 Penalty: 5370.837402
	Iteration 0F: 3 clusters Score -4119158 nChanged 23329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4132324.250000 Penalty: 5370.837402
	Iteration 1F: 3 clusters Score -4132324 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4132995.250000 Penalty: 5370.837402
	Iteration 2Q: 3 clusters Score -4132995 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4133632.500000 Penalty: 5370.837402
	Iteration 3Q: 3 clusters Score -4133632 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4134387.750000 Penalty: 5370.837402
	Iteration 4Q: 3 clusters Score -4134388 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4135387.750000 Penalty: 5370.837402
	Iteration 5Q: 3 clusters Score -4135388 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4136744.250000 Penalty: 5370.837402
	Iteration 6F: 3 clusters Score -4136744 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4138720.250000 Penalty: 5370.837402
	Iteration 7F: 3 clusters Score -4138720 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4141345.250000 Penalty: 5370.837402
	Iteration 8F: 3 clusters Score -4141345 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4144246.500000 Penalty: 5370.837402
	Iteration 9F: 3 clusters Score -4144246 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4146584.500000 Penalty: 5370.837402
	Iteration 10F: 3 clusters Score -4146584 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -4148005.750000 Penalty: 5370.837402
	Iteration 11Q: 3 clusters Score -4148006 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -4148844.750000 Penalty: 5370.837402
	Iteration 12Q: 3 clusters Score -4148845 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4149352.250000 Penalty: 5370.837402
	Iteration 13Q: 3 clusters Score -4149352 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -4149709.750000 Penalty: 5370.837402
	Iteration 14Q: 3 clusters Score -4149710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -4150031.750000 Penalty: 5370.837402
	Iteration 15Q: 3 clusters Score -4150032 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -4150291.000000 Penalty: 5370.837402
	Iteration 16Q: 3 clusters Score -4150291 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -4150497.000000 Penalty: 5370.837402
	Iteration 17Q: 3 clusters Score -4150497 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -4150641.000000 Penalty: 5370.837402
	Iteration 18Q: 3 clusters Score -4150641 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -4150765.250000 Penalty: 5370.837402
	Iteration 19Q: 3 clusters Score -4150765 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -4150874.750000 Penalty: 5370.837402
	Iteration 20F: 3 clusters Score -4150875 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -4150989.750000 Penalty: 5370.837402
	Iteration 21Q: 3 clusters Score -4150990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4151090.750000 Penalty: 5370.837402
	Iteration 22Q: 3 clusters Score -4151091 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -4151173.000000 Penalty: 5370.837402
	Iteration 23Q: 3 clusters Score -4151173 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -4151237.750000 Penalty: 5370.837402
	Iteration 24Q: 3 clusters Score -4151238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -4151316.250000 Penalty: 5370.837402
	Iteration 25Q: 3 clusters Score -4151316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -4151385.000000 Penalty: 5370.837402
	Iteration 26Q: 3 clusters Score -4151385 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -4151433.500000 Penalty: 5370.837402
	Iteration 27Q: 3 clusters Score -4151434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -4151465.750000 Penalty: 5370.837402
	Iteration 28Q: 3 clusters Score -4151466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -4151491.250000 Penalty: 5370.837402
	Iteration 29Q: 3 clusters Score -4151491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -4151509.000000 Penalty: 5370.837402
	Iteration 30Q: 3 clusters Score -4151509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -4151525.000000 Penalty: 5370.837402
	Iteration 31Q: 3 clusters Score -4151525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -4151540.500000 Penalty: 5370.837402
	Iteration 32Q: 3 clusters Score -4151540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4151557.750000 Penalty: 5370.837402
	Iteration 33Q: 3 clusters Score -4151558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -4151571.000000 Penalty: 5370.837402
	Iteration 34Q: 3 clusters Score -4151571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -4151572.750000 Penalty: 5370.837402
	Iteration 35Q: 3 clusters Score -4151573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -4151574.500000 Penalty: 5370.837402
	Iteration 36Q: 3 clusters Score -4151574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -4151583.250000 Penalty: 5370.837402
	Iteration 37Q: 3 clusters Score -4151583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -4151591.750000 Penalty: 5370.837402
	Iteration 38Q: 3 clusters Score -4151592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -4151584.250000 Penalty: 5370.837402
	Iteration 39Q: 3 clusters Score -4151584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -4151594.750000 Penalty: 5370.837402
	Iteration 40F: 3 clusters Score -4151595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -4151591.750000 Penalty: 5370.837402
	Iteration 41Q: 3 clusters Score -4151592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -4151597.750000 Penalty: 5370.837402
	Iteration 42Q: 3 clusters Score -4151598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -4151602.000000 Penalty: 5370.837402
	Iteration 43Q: 3 clusters Score -4151602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -4151606.000000 Penalty: 5370.837402
	Iteration 44Q: 3 clusters Score -4151606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -4151611.000000 Penalty: 5370.837402
	Iteration 45Q: 3 clusters Score -4151611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -4151614.750000 Penalty: 5370.837402
	Iteration 46Q: 3 clusters Score -4151615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -4151626.000000 Penalty: 5370.837402
	Iteration 47Q: 3 clusters Score -4151626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -4151627.750000 Penalty: 5370.837402
	Iteration 48Q: 3 clusters Score -4151628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -4151629.000000 Penalty: 5370.837402
	Iteration 49Q: 3 clusters Score -4151629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -4151631.000000 Penalty: 5370.837402
	Iteration 50Q: 3 clusters Score -4151631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -4151629.000000 Penalty: 5370.837402
	Iteration 51Q: 3 clusters Score -4151629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -4151633.000000 Penalty: 5370.837402
	Iteration 52Q: 3 clusters Score -4151633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -4151634.500000 Penalty: 5370.837402
	Iteration 53Q: 3 clusters Score -4151634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -4151637.250000 Penalty: 5370.837402
	Iteration 54Q: 3 clusters Score -4151637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -4151638.750000 Penalty: 5370.837402
	Iteration 55Q: 3 clusters Score -4151639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -4151642.750000 Penalty: 5370.837402
	Iteration 56Q: 3 clusters Score -4151643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -4151645.250000 Penalty: 5370.837402
	Iteration 57Q: 3 clusters Score -4151645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -4151651.000000 Penalty: 5370.837402
	Iteration 58Q: 3 clusters Score -4151651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -4151655.750000 Penalty: 5370.837402
	Iteration 59Q: 3 clusters Score -4151656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -4151655.750000 Penalty: 5370.837402
	Iteration 60F: 3 clusters Score -4151656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -4151653.000000 Penalty: 5370.837402
	Iteration 61Q: 3 clusters Score -4151653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -4151652.000000 Penalty: 5370.837402
	Iteration 62Q: 3 clusters Score -4151652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -4151652.000000 Penalty: 5370.837402
	Iteration 63F: 3 clusters Score -4151652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Entering Unmasked Estep 
Score: -2646065.750000 Penalty: 2574.340332
	Iteration 0F: 2 clusters Score -2646066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2623914.250000 Penalty: 5148.680664
	Iteration 0F: 3 clusters Score -2623914 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2631950.750000 Penalty: 5148.680664
	Iteration 1F: 3 clusters Score -2631951 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2632413.000000 Penalty: 5148.680664
	Iteration 2Q: 3 clusters Score -2632413 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2632805.750000 Penalty: 5148.680664
	Iteration 3Q: 3 clusters Score -2632806 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2633205.250000 Penalty: 5148.680664
	Iteration 4Q: 3 clusters Score -2633205 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2633729.750000 Penalty: 5148.680664
	Iteration 5Q: 3 clusters Score -2633730 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2634457.000000 Penalty: 5148.680664
	Iteration 6Q: 3 clusters Score -2634457 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2635523.500000 Penalty: 5148.680664
	Iteration 7F: 3 clusters Score -2635524 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2637010.250000 Penalty: 5148.680664
	Iteration 8F: 3 clusters Score -2637010 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2638876.750000 Penalty: 5148.680664
	Iteration 9F: 3 clusters Score -2638877 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2640720.750000 Penalty: 5148.680664
	Iteration 10F: 3 clusters Score -2640721 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2642040.000000 Penalty: 5148.680664
	Iteration 11Q: 3 clusters Score -2642040 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2642846.250000 Penalty: 5148.680664
	Iteration 12Q: 3 clusters Score -2642846 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2643326.750000 Penalty: 5148.680664
	Iteration 13Q: 3 clusters Score -2643327 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2643591.500000 Penalty: 5148.680664
	Iteration 14Q: 3 clusters Score -2643592 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2643730.500000 Penalty: 5148.680664
	Iteration 15Q: 3 clusters Score -2643730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2643812.750000 Penalty: 5148.680664
	Iteration 16Q: 3 clusters Score -2643813 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2643865.000000 Penalty: 5148.680664
	Iteration 17Q: 3 clusters Score -2643865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2643898.500000 Penalty: 5148.680664
	Iteration 18Q: 3 clusters Score -2643898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2643918.250000 Penalty: 5148.680664
	Iteration 19Q: 3 clusters Score -2643918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2643935.750000 Penalty: 5148.680664
	Iteration 20F: 3 clusters Score -2643936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2643960.750000 Penalty: 5148.680664
	Iteration 21Q: 3 clusters Score -2643961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2643972.500000 Penalty: 5148.680664
	Iteration 22Q: 3 clusters Score -2643972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2643983.750000 Penalty: 5148.680664
	Iteration 23Q: 3 clusters Score -2643984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2643992.500000 Penalty: 5148.680664
	Iteration 24Q: 3 clusters Score -2643992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2643993.750000 Penalty: 5148.680664
	Iteration 25Q: 3 clusters Score -2643994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2643994.750000 Penalty: 5148.680664
	Iteration 26Q: 3 clusters Score -2643995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2643994.500000 Penalty: 5148.680664
	Iteration 27Q: 3 clusters Score -2643994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2643992.750000 Penalty: 5148.680664
	Iteration 28Q: 3 clusters Score -2643993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2643992.750000 Penalty: 5148.680664
	Iteration 29F: 3 clusters Score -2643993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -253160.078125 Penalty: 2013.019409
	Iteration 0F: 2 clusters Score -253160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -249686.984375 Penalty: 4026.038818
	Iteration 0F: 3 clusters Score -249687 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -250418.406250 Penalty: 4026.038818
	Iteration 1F: 3 clusters Score -250418.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -250590.125000 Penalty: 4026.038818
	Iteration 2F: 3 clusters Score -250590.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -250684.734375 Penalty: 4026.038818
	Iteration 3Q: 3 clusters Score -250684.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -250767.796875 Penalty: 4026.038818
	Iteration 4Q: 3 clusters Score -250767.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -250834.421875 Penalty: 4026.038818
	Iteration 5Q: 3 clusters Score -250834.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -250910.875000 Penalty: 4026.038818
	Iteration 6Q: 3 clusters Score -250910.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -251006.828125 Penalty: 4026.038818
	Iteration 7Q: 3 clusters Score -251006.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -251142.984375 Penalty: 4026.038818
	Iteration 8Q: 3 clusters Score -251143 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -251333.093750 Penalty: 4026.038818
	Iteration 9Q: 3 clusters Score -251333.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -251538.140625 Penalty: 4026.038818
	Iteration 10Q: 3 clusters Score -251538.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -251778.828125 Penalty: 4026.038818
	Iteration 11Q: 3 clusters Score -251778.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -252027.500000 Penalty: 4026.038818
	Iteration 12Q: 3 clusters Score -252027.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -252281.875000 Penalty: 4026.038818
	Iteration 13Q: 3 clusters Score -252281.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -252548.343750 Penalty: 4026.038818
	Iteration 14Q: 3 clusters Score -252548.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -252909.140625 Penalty: 4026.038818
	Iteration 15Q: 3 clusters Score -252909.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -253441.671875 Penalty: 4026.038818
	Iteration 16Q: 3 clusters Score -253441.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -253930.890625 Penalty: 4026.038818
	Iteration 17Q: 3 clusters Score -253930.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -254004.859375 Penalty: 4026.038818
	Iteration 18Q: 3 clusters Score -254004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -254005.781250 Penalty: 4026.038818
	Iteration 19Q: 3 clusters Score -254005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -254006.359375 Penalty: 4026.038818
	Iteration 20F: 3 clusters Score -254006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 19636 members 
Mstep: Class 3 contains 20437 members 
Mstep: Class 4 contains 35032 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 20959 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 16748 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 33677 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 38157 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 50428 members 
Mstep: Class 21 contains 32222 members 
Mstep: Class 22 contains 1267 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 14139 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 844696 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 97545 members 
Mstep: Class 32 contains 16394 members 
Mstep: Class 33 contains 253487 members 
Mstep: Class 34 contains 2084 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 2084 members 
Mstep: Class 37 contains 8756 members 
Entering Unmasked Estep 
Score: -142803408.000000 Penalty: 132274.531250
Splitting cluster 22 changes total score from -142803952.000000 to -142803408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -229158.062500 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -229158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -225884.328125 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -225884.3 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -226545.859375 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -226545.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -226708.046875 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -226708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -226795.343750 Penalty: 3966.507080
	Iteration 3Q: 3 clusters Score -226795.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -226852.687500 Penalty: 3966.507080
	Iteration 4Q: 3 clusters Score -226852.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -226885.062500 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -226885.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -226911.140625 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -226911.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -226935.078125 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -226935.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -226963.921875 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -226963.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -226993.296875 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -226993.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -227028.328125 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -227028.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -227053.031250 Penalty: 3966.507080
	Iteration 11Q: 3 clusters Score -227053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -227079.296875 Penalty: 3966.507080
	Iteration 12Q: 3 clusters Score -227079.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -227103.703125 Penalty: 3966.507080
	Iteration 13Q: 3 clusters Score -227103.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227125.281250 Penalty: 3966.507080
	Iteration 14Q: 3 clusters Score -227125.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227149.656250 Penalty: 3966.507080
	Iteration 15Q: 3 clusters Score -227149.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -227188.250000 Penalty: 3966.507080
	Iteration 16Q: 3 clusters Score -227188.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -227242.812500 Penalty: 3966.507080
	Iteration 17Q: 3 clusters Score -227242.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -227296.062500 Penalty: 3966.507080
	Iteration 18Q: 3 clusters Score -227296.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -227361.765625 Penalty: 3966.507080
	Iteration 19Q: 3 clusters Score -227361.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -227430.765625 Penalty: 3966.507080
	Iteration 20F: 3 clusters Score -227430.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -227499.000000 Penalty: 3966.507080
	Iteration 21Q: 3 clusters Score -227499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -227576.984375 Penalty: 3966.507080
	Iteration 22Q: 3 clusters Score -227577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -227636.687500 Penalty: 3966.507080
	Iteration 23Q: 3 clusters Score -227636.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -227674.515625 Penalty: 3966.507080
	Iteration 24Q: 3 clusters Score -227674.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -227700.046875 Penalty: 3966.507080
	Iteration 25Q: 3 clusters Score -227700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -227717.328125 Penalty: 3966.507080
	Iteration 26Q: 3 clusters Score -227717.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -227739.515625 Penalty: 3966.507080
	Iteration 27Q: 3 clusters Score -227739.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -227757.500000 Penalty: 3966.507080
	Iteration 28Q: 3 clusters Score -227757.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -227778.171875 Penalty: 3966.507080
	Iteration 29Q: 3 clusters Score -227778.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227792.890625 Penalty: 3966.507080
	Iteration 30Q: 3 clusters Score -227792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -227806.421875 Penalty: 3966.507080
	Iteration 31Q: 3 clusters Score -227806.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -227818.281250 Penalty: 3966.507080
	Iteration 32Q: 3 clusters Score -227818.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -227827.328125 Penalty: 3966.507080
	Iteration 33Q: 3 clusters Score -227827.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -227831.078125 Penalty: 3966.507080
	Iteration 34Q: 3 clusters Score -227831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -227833.578125 Penalty: 3966.507080
	Iteration 35Q: 3 clusters Score -227833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -227835.093750 Penalty: 3966.507080
	Iteration 36Q: 3 clusters Score -227835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -227835.796875 Penalty: 3966.507080
	Iteration 37Q: 3 clusters Score -227835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -227835.796875 Penalty: 3966.507080
	Iteration 38F: 3 clusters Score -227835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -297239.625000 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -297239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -293437.093750 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -293437.1 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -294297.687500 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -294297.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -294556.343750 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -294556.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -294724.875000 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -294724.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -294841.218750 Penalty: 4101.672363
	Iteration 4Q: 3 clusters Score -294841.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -294934.937500 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -294934.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -295034.562500 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -295034.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -295129.656250 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -295129.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -295220.937500 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -295220.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -295308.843750 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -295308.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -295383.843750 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -295383.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -295448.562500 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -295448.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -295500.343750 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -295500.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -295539.937500 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -295539.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -295576.093750 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -295576.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -295601.250000 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -295601.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -295617.125000 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -295617.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -295632.343750 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -295632.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -295639.750000 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -295639.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -295644.437500 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -295644.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -295649.406250 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -295649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -295652.156250 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -295652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -295653.093750 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -295653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -295653.625000 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -295653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -295655.281250 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -295655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -295657.468750 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -295657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -295660.968750 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -295661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -295666.093750 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -295666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -295669.531250 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -295669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -295671.593750 Penalty: 4101.672363
	Iteration 29Q: 3 clusters Score -295671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -295673.343750 Penalty: 4101.672363
	Iteration 30Q: 3 clusters Score -295673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -295674.312500 Penalty: 4101.672363
	Iteration 31Q: 3 clusters Score -295674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -295676.468750 Penalty: 4101.672363
	Iteration 32Q: 3 clusters Score -295676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -295679.187500 Penalty: 4101.672363
	Iteration 33Q: 3 clusters Score -295679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -295680.781250 Penalty: 4101.672363
	Iteration 34Q: 3 clusters Score -295680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -295681.187500 Penalty: 4101.672363
	Iteration 35Q: 3 clusters Score -295681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -295682.531250 Penalty: 4101.672363
	Iteration 36Q: 3 clusters Score -295682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -295683.406250 Penalty: 4101.672363
	Iteration 37Q: 3 clusters Score -295683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -295684.375000 Penalty: 4101.672363
	Iteration 38Q: 3 clusters Score -295684.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -295685.656250 Penalty: 4101.672363
	Iteration 39Q: 3 clusters Score -295685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -295686.000000 Penalty: 4101.672363
	Iteration 40F: 3 clusters Score -295686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -295687.187500 Penalty: 4101.672363
	Iteration 41Q: 3 clusters Score -295687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -295688.281250 Penalty: 4101.672363
	Iteration 42Q: 3 clusters Score -295688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -295688.156250 Penalty: 4101.672363
	Iteration 43Q: 3 clusters Score -295688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -295689.781250 Penalty: 4101.672363
	Iteration 44Q: 3 clusters Score -295689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -295689.812500 Penalty: 4101.672363
	Iteration 45Q: 3 clusters Score -295689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -295689.812500 Penalty: 4101.672363
	Iteration 46F: 3 clusters Score -295689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1165077.375000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1165077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1154728.125000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1154728 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1157976.125000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1157976 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1158300.125000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1158300 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1158525.375000 Penalty: 4740.119141
	Iteration 3Q: 3 clusters Score -1158525 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1158674.625000 Penalty: 4740.119141
	Iteration 4Q: 3 clusters Score -1158675 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1158791.375000 Penalty: 4740.119141
	Iteration 5Q: 3 clusters Score -1158791 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1158871.875000 Penalty: 4740.119141
	Iteration 6Q: 3 clusters Score -1158872 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1158953.875000 Penalty: 4740.119141
	Iteration 7Q: 3 clusters Score -1158954 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1159038.250000 Penalty: 4740.119141
	Iteration 8Q: 3 clusters Score -1159038 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1159114.625000 Penalty: 4740.119141
	Iteration 9Q: 3 clusters Score -1159115 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1159188.000000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1159188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1159251.125000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1159251 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1159321.875000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1159322 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1159404.750000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1159405 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1159504.375000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1159504 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1159623.625000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1159624 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1159747.750000 Penalty: 4740.119141
	Iteration 16Q: 3 clusters Score -1159748 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1159874.250000 Penalty: 4740.119141
	Iteration 17Q: 3 clusters Score -1159874 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1160026.250000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1160026 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1160228.000000 Penalty: 4740.119141
	Iteration 19Q: 3 clusters Score -1160228 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1160488.000000 Penalty: 4740.119141
	Iteration 20F: 3 clusters Score -1160488 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1160805.375000 Penalty: 4740.119141
	Iteration 21Q: 3 clusters Score -1160805 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1161160.625000 Penalty: 4740.119141
	Iteration 22Q: 3 clusters Score -1161161 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1161450.625000 Penalty: 4740.119141
	Iteration 23Q: 3 clusters Score -1161451 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1161670.375000 Penalty: 4740.119141
	Iteration 24Q: 3 clusters Score -1161670 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1161844.375000 Penalty: 4740.119141
	Iteration 25Q: 3 clusters Score -1161844 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1161984.500000 Penalty: 4740.119141
	Iteration 26Q: 3 clusters Score -1161984 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1162089.125000 Penalty: 4740.119141
	Iteration 27Q: 3 clusters Score -1162089 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1162171.250000 Penalty: 4740.119141
	Iteration 28Q: 3 clusters Score -1162171 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1162249.250000 Penalty: 4740.119141
	Iteration 29Q: 3 clusters Score -1162249 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1162322.625000 Penalty: 4740.119141
	Iteration 30Q: 3 clusters Score -1162323 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1162387.750000 Penalty: 4740.119141
	Iteration 31Q: 3 clusters Score -1162388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1162436.375000 Penalty: 4740.119141
	Iteration 32Q: 3 clusters Score -1162436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1162475.375000 Penalty: 4740.119141
	Iteration 33Q: 3 clusters Score -1162475 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1162513.875000 Penalty: 4740.119141
	Iteration 34Q: 3 clusters Score -1162514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1162549.000000 Penalty: 4740.119141
	Iteration 35Q: 3 clusters Score -1162549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1162582.000000 Penalty: 4740.119141
	Iteration 36Q: 3 clusters Score -1162582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1162620.750000 Penalty: 4740.119141
	Iteration 37Q: 3 clusters Score -1162621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1162657.500000 Penalty: 4740.119141
	Iteration 38Q: 3 clusters Score -1162658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1162687.125000 Penalty: 4740.119141
	Iteration 39Q: 3 clusters Score -1162687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1162714.500000 Penalty: 4740.119141
	Iteration 40F: 3 clusters Score -1162714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1162735.750000 Penalty: 4740.119141
	Iteration 41Q: 3 clusters Score -1162736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1162753.750000 Penalty: 4740.119141
	Iteration 42Q: 3 clusters Score -1162754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1162772.250000 Penalty: 4740.119141
	Iteration 43Q: 3 clusters Score -1162772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1162787.250000 Penalty: 4740.119141
	Iteration 44Q: 3 clusters Score -1162787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1162801.500000 Penalty: 4740.119141
	Iteration 45Q: 3 clusters Score -1162802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1162814.500000 Penalty: 4740.119141
	Iteration 46Q: 3 clusters Score -1162814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1162829.625000 Penalty: 4740.119141
	Iteration 47Q: 3 clusters Score -1162830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1162841.500000 Penalty: 4740.119141
	Iteration 48Q: 3 clusters Score -1162842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1162851.250000 Penalty: 4740.119141
	Iteration 49Q: 3 clusters Score -1162851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1162860.375000 Penalty: 4740.119141
	Iteration 50Q: 3 clusters Score -1162860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1162871.625000 Penalty: 4740.119141
	Iteration 51Q: 3 clusters Score -1162872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1162881.500000 Penalty: 4740.119141
	Iteration 52Q: 3 clusters Score -1162882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1162893.625000 Penalty: 4740.119141
	Iteration 53Q: 3 clusters Score -1162894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1162905.250000 Penalty: 4740.119141
	Iteration 54Q: 3 clusters Score -1162905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1162918.625000 Penalty: 4740.119141
	Iteration 55Q: 3 clusters Score -1162919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1162924.625000 Penalty: 4740.119141
	Iteration 56Q: 3 clusters Score -1162925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1162926.750000 Penalty: 4740.119141
	Iteration 57Q: 3 clusters Score -1162927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1162931.375000 Penalty: 4740.119141
	Iteration 58Q: 3 clusters Score -1162931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1162937.500000 Penalty: 4740.119141
	Iteration 59Q: 3 clusters Score -1162938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1162943.625000 Penalty: 4740.119141
	Iteration 60F: 3 clusters Score -1162944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1162949.750000 Penalty: 4740.119141
	Iteration 61Q: 3 clusters Score -1162950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1162955.875000 Penalty: 4740.119141
	Iteration 62Q: 3 clusters Score -1162956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1162963.000000 Penalty: 4740.119141
	Iteration 63Q: 3 clusters Score -1162963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1162967.875000 Penalty: 4740.119141
	Iteration 64Q: 3 clusters Score -1162968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1162970.000000 Penalty: 4740.119141
	Iteration 65Q: 3 clusters Score -1162970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1162972.500000 Penalty: 4740.119141
	Iteration 66Q: 3 clusters Score -1162972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1162972.375000 Penalty: 4740.119141
	Iteration 67Q: 3 clusters Score -1162972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1162974.750000 Penalty: 4740.119141
	Iteration 68Q: 3 clusters Score -1162975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1162974.750000 Penalty: 4740.119141
	Iteration 69F: 3 clusters Score -1162975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -380496.812500 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -380496.8 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 2474 members 
Entering Unmasked Estep 
Score: -376050.250000 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -376050.2 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -377109.468750 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -377109.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -377316.125000 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -377316.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -377460.281250 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -377460.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -377550.000000 Penalty: 4217.434082
	Iteration 4Q: 3 clusters Score -377550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -377630.656250 Penalty: 4217.434082
	Iteration 5Q: 3 clusters Score -377630.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -377700.250000 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -377700.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -377766.562500 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -377766.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -377845.218750 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -377845.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -377928.562500 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -377928.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -378046.093750 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -378046.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -378185.656250 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -378185.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -378332.218750 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -378332.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -378509.375000 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -378509.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -378669.437500 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -378669.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -378820.562500 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -378820.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -378935.375000 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -378935.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -379011.437500 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -379011.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -379059.218750 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -379059.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -379095.406250 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -379095.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -379119.687500 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -379119.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -379138.968750 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -379139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -379147.000000 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -379147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -379154.343750 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -379154.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -379160.500000 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -379160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -379166.343750 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -379166.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -379170.687500 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -379170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -379172.062500 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -379172.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -379172.437500 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -379172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -379172.781250 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -379172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -379172.812500 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -379172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -379173.437500 Penalty: 4217.434082
	Iteration 31Q: 3 clusters Score -379173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -379174.281250 Penalty: 4217.434082
	Iteration 32Q: 3 clusters Score -379174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -379175.187500 Penalty: 4217.434082
	Iteration 33Q: 3 clusters Score -379175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -379175.187500 Penalty: 4217.434082
	Iteration 34F: 3 clusters Score -379175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (844696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844696 members 
Entering Unmasked Estep 
Score: -68210536.000000 Penalty: 3384.389648
	Iteration 0F: 2 clusters Score -6.821054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421155 members 
Mstep: Class 2 contains 423541 members 
Entering Unmasked Estep 
Score: -67645752.000000 Penalty: 6768.779297
	Iteration 0F: 3 clusters Score -6.764575e+07 nChanged 414891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380548 members 
Mstep: Class 2 contains 464148 members 
Entering Unmasked Estep 
Score: -67900680.000000 Penalty: 6768.779297
	Iteration 1F: 3 clusters Score -6.790068e+07 nChanged 26952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354458 members 
Mstep: Class 2 contains 490238 members 
Entering Unmasked Estep 
Score: -67909752.000000 Penalty: 6768.779297
	Iteration 2Q: 3 clusters Score -6.790975e+07 nChanged 41269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313299 members 
Mstep: Class 2 contains 531397 members 
Entering Unmasked Estep 
Score: -67928248.000000 Penalty: 6768.779297
	Iteration 3Q: 3 clusters Score -6.792825e+07 nChanged 61525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251782 members 
Mstep: Class 2 contains 592914 members 
Entering Unmasked Estep 
Score: -67967568.000000 Penalty: 6768.779297
	Iteration 4F: 3 clusters Score -6.796757e+07 nChanged 81784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169998 members 
Mstep: Class 2 contains 674698 members 
Entering Unmasked Estep 
Score: -68035480.000000 Penalty: 6768.779297
	Iteration 5F: 3 clusters Score -6.803548e+07 nChanged 85076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 759774 members 
Entering Unmasked Estep 
Score: -68119792.000000 Penalty: 6768.779297
	Iteration 6F: 3 clusters Score -6.811979e+07 nChanged 57346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 817120 members 
Entering Unmasked Estep 
Score: -68179400.000000 Penalty: 6768.779297
	Iteration 7F: 3 clusters Score -6.81794e+07 nChanged 21720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 838840 members 
Entering Unmasked Estep 
Score: -68201264.000000 Penalty: 6768.779297
	Iteration 8Q: 3 clusters Score -6.820126e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 843631 members 
Entering Unmasked Estep 
Score: -68205984.000000 Penalty: 6768.779297
	Iteration 9Q: 3 clusters Score -6.820598e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 844389 members 
Entering Unmasked Estep 
Score: -68207056.000000 Penalty: 6768.779297
	Iteration 10Q: 3 clusters Score -6.820706e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 844506 members 
Entering Unmasked Estep 
Score: -68207240.000000 Penalty: 6768.779297
	Iteration 11Q: 3 clusters Score -6.820724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 844531 members 
Entering Unmasked Estep 
Score: -68207312.000000 Penalty: 6768.779297
	Iteration 12Q: 3 clusters Score -6.820731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 844543 members 
Entering Unmasked Estep 
Score: -68207320.000000 Penalty: 6768.779297
	Iteration 13Q: 3 clusters Score -6.820732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 844545 members 
Entering Unmasked Estep 
Score: -68207360.000000 Penalty: 6768.779297
	Iteration 14Q: 3 clusters Score -6.820736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 844550 members 
Entering Unmasked Estep 
Score: -68207408.000000 Penalty: 6768.779297
	Iteration 15Q: 3 clusters Score -6.820741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 844553 members 
Entering Unmasked Estep 
Score: -68207416.000000 Penalty: 6768.779297
	Iteration 16Q: 3 clusters Score -6.820742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 844554 members 
Entering Unmasked Estep 
Score: -68207400.000000 Penalty: 6768.779297
	Iteration 17Q: 3 clusters Score -6.82074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 844554 members 
Entering Unmasked Estep 
Score: -68207400.000000 Penalty: 6768.779297
	Iteration 18F: 3 clusters Score -6.82074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -86508.195312 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -86508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -84427.226562 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -84427.23 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84773.179688 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -84773.18 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -84884.953125 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -84884.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84933.085938 Penalty: 3506.235596
	Iteration 3Q: 3 clusters Score -84933.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84996.601562 Penalty: 3506.235596
	Iteration 4Q: 3 clusters Score -84996.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85061.765625 Penalty: 3506.235596
	Iteration 5Q: 3 clusters Score -85061.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85113.554688 Penalty: 3506.235596
	Iteration 6Q: 3 clusters Score -85113.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85145.679688 Penalty: 3506.235596
	Iteration 7Q: 3 clusters Score -85145.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85158.726562 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -85158.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85177.289062 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -85177.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85197.929688 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -85197.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85215.632812 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -85215.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85227.585938 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -85227.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85235.304688 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -85235.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85238.187500 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -85238.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85238.187500 Penalty: 3506.235596
	Iteration 15F: 3 clusters Score -85238.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -216966.187500 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -216966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -213709.390625 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -213709.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -214344.046875 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -214344 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -214512.718750 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -214512.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -214672.937500 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -214672.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -214863.296875 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -214863.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -214991.500000 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -214991.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -215117.406250 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -215117.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -215235.843750 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -215235.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -215313.578125 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -215313.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215374.000000 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -215374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215425.890625 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -215425.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -215464.375000 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -215464.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -215505.875000 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -215505.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215538.984375 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -215539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -215566.703125 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -215566.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -215590.625000 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -215590.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215615.000000 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -215615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -215633.890625 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -215633.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -215652.781250 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -215652.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -215669.828125 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -215669.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -215686.437500 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -215686.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -215701.968750 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -215702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -215716.187500 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -215716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -215727.062500 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -215727.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -215736.625000 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -215736.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -215742.984375 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -215743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215746.531250 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -215746.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215751.375000 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -215751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215756.109375 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -215756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -215763.484375 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -215763.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -215771.796875 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -215771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -215781.781250 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -215781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215789.343750 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -215789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -215794.859375 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -215794.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215807.265625 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -215807.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -215819.734375 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -215819.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -215827.031250 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -215827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -215833.234375 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -215833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -215839.593750 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -215839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -215844.656250 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -215844.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -215850.187500 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -215850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215857.078125 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -215857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215860.250000 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -215860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215862.812500 Penalty: 3952.973145
	Iteration 43Q: 3 clusters Score -215862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215867.609375 Penalty: 3952.973145
	Iteration 44Q: 3 clusters Score -215867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -215868.609375 Penalty: 3952.973145
	Iteration 45Q: 3 clusters Score -215868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -215869.562500 Penalty: 3952.973145
	Iteration 46Q: 3 clusters Score -215869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -215870.218750 Penalty: 3952.973145
	Iteration 47Q: 3 clusters Score -215870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215871.906250 Penalty: 3952.973145
	Iteration 48Q: 3 clusters Score -215871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -215873.734375 Penalty: 3952.973145
	Iteration 49Q: 3 clusters Score -215873.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215875.984375 Penalty: 3952.973145
	Iteration 50Q: 3 clusters Score -215876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215878.671875 Penalty: 3952.973145
	Iteration 51Q: 3 clusters Score -215878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -215882.046875 Penalty: 3952.973145
	Iteration 52Q: 3 clusters Score -215882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -215886.656250 Penalty: 3952.973145
	Iteration 53Q: 3 clusters Score -215886.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -215893.093750 Penalty: 3952.973145
	Iteration 54Q: 3 clusters Score -215893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215900.046875 Penalty: 3952.973145
	Iteration 55Q: 3 clusters Score -215900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215904.078125 Penalty: 3952.973145
	Iteration 56Q: 3 clusters Score -215904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215906.250000 Penalty: 3952.973145
	Iteration 57Q: 3 clusters Score -215906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -215908.218750 Penalty: 3952.973145
	Iteration 58Q: 3 clusters Score -215908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -215910.859375 Penalty: 3952.973145
	Iteration 59Q: 3 clusters Score -215910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -215912.406250 Penalty: 3952.973145
	Iteration 60F: 3 clusters Score -215912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215913.125000 Penalty: 3952.973145
	Iteration 61Q: 3 clusters Score -215913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215914.515625 Penalty: 3952.973145
	Iteration 62Q: 3 clusters Score -215914.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215914.515625 Penalty: 3952.973145
	Iteration 63F: 3 clusters Score -215914.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -690697.562500 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -690697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -683751.937500 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -683751.9 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -685878.000000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -685878 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -686331.375000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -686331.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -686729.000000 Penalty: 4515.904785
	Iteration 3F: 3 clusters Score -686729 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -687106.750000 Penalty: 4515.904785
	Iteration 4F: 3 clusters Score -687106.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -687498.875000 Penalty: 4515.904785
	Iteration 5F: 3 clusters Score -687498.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -687884.187500 Penalty: 4515.904785
	Iteration 6F: 3 clusters Score -687884.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -688262.125000 Penalty: 4515.904785
	Iteration 7F: 3 clusters Score -688262.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -688577.062500 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -688577.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -688819.000000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -688819 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -688976.187500 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -688976.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -689058.437500 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -689058.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -689116.187500 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -689116.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -689155.375000 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -689155.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -689183.187500 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -689183.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -689203.562500 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -689203.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -689215.375000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -689215.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -689224.875000 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -689224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -689233.625000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -689233.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -689244.687500 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -689244.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -689250.062500 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -689250.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -689255.937500 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -689255.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -689259.375000 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -689259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -689261.250000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -689261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -689266.687500 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -689266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -689266.437500 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -689266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -689265.250000 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -689265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -689267.812500 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -689267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -689268.875000 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -689268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -689269.000000 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -689269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -689269.625000 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -689269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -689268.187500 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -689268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -689268.125000 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -689268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -689268.125000 Penalty: 4515.904785
	Iteration 33F: 3 clusters Score -689268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Entering Unmasked Estep 
Score: -8017996.500000 Penalty: 2849.041260
	Iteration 0F: 2 clusters Score -8017996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7952633.000000 Penalty: 5698.082520
	Iteration 0F: 3 clusters Score -7952633 nChanged 46022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -7978997.500000 Penalty: 5698.082520
	Iteration 1F: 3 clusters Score -7978998 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -7980460.000000 Penalty: 5698.082520
	Iteration 2Q: 3 clusters Score -7980460 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -7982385.000000 Penalty: 5698.082520
	Iteration 3Q: 3 clusters Score -7982385 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -7984797.000000 Penalty: 5698.082520
	Iteration 4Q: 3 clusters Score -7984797 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -7987897.500000 Penalty: 5698.082520
	Iteration 5F: 3 clusters Score -7987898 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -7992023.500000 Penalty: 5698.082520
	Iteration 6F: 3 clusters Score -7992024 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -7997124.000000 Penalty: 5698.082520
	Iteration 7F: 3 clusters Score -7997124 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8002555.000000 Penalty: 5698.082520
	Iteration 8F: 3 clusters Score -8002555 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -8006046.500000 Penalty: 5698.082520
	Iteration 9F: 3 clusters Score -8006046 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -8007496.500000 Penalty: 5698.082520
	Iteration 10Q: 3 clusters Score -8007496 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -8008126.000000 Penalty: 5698.082520
	Iteration 11Q: 3 clusters Score -8008126 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -8008642.000000 Penalty: 5698.082520
	Iteration 12Q: 3 clusters Score -8008642 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -8008925.500000 Penalty: 5698.082520
	Iteration 13Q: 3 clusters Score -8008926 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -8009159.000000 Penalty: 5698.082520
	Iteration 14Q: 3 clusters Score -8009159 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -8009298.000000 Penalty: 5698.082520
	Iteration 15Q: 3 clusters Score -8009298 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -8009439.500000 Penalty: 5698.082520
	Iteration 16Q: 3 clusters Score -8009440 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -8009511.500000 Penalty: 5698.082520
	Iteration 17Q: 3 clusters Score -8009512 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -8009575.000000 Penalty: 5698.082520
	Iteration 18Q: 3 clusters Score -8009575 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -8009623.000000 Penalty: 5698.082520
	Iteration 19Q: 3 clusters Score -8009623 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -8009656.500000 Penalty: 5698.082520
	Iteration 20F: 3 clusters Score -8009656 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -8009680.500000 Penalty: 5698.082520
	Iteration 21Q: 3 clusters Score -8009680 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -8009696.500000 Penalty: 5698.082520
	Iteration 22Q: 3 clusters Score -8009696 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -8009717.500000 Penalty: 5698.082520
	Iteration 23Q: 3 clusters Score -8009718 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -8009732.500000 Penalty: 5698.082520
	Iteration 24Q: 3 clusters Score -8009732 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -8009751.000000 Penalty: 5698.082520
	Iteration 25Q: 3 clusters Score -8009751 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -8009770.500000 Penalty: 5698.082520
	Iteration 26Q: 3 clusters Score -8009770 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -8009790.000000 Penalty: 5698.082520
	Iteration 27Q: 3 clusters Score -8009790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -8009772.500000 Penalty: 5698.082520
	Iteration 28Q: 3 clusters Score -8009772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -8009771.000000 Penalty: 5698.082520
	Iteration 29Q: 3 clusters Score -8009771 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -8009773.500000 Penalty: 5698.082520
	Iteration 30Q: 3 clusters Score -8009774 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -8009771.000000 Penalty: 5698.082520
	Iteration 31Q: 3 clusters Score -8009771 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -8009794.000000 Penalty: 5698.082520
	Iteration 32Q: 3 clusters Score -8009794 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -8009803.000000 Penalty: 5698.082520
	Iteration 33Q: 3 clusters Score -8009803 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -8009811.500000 Penalty: 5698.082520
	Iteration 34Q: 3 clusters Score -8009812 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -8009865.500000 Penalty: 5698.082520
	Iteration 35Q: 3 clusters Score -8009866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -8009858.000000 Penalty: 5698.082520
	Iteration 36Q: 3 clusters Score -8009858 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -8009866.500000 Penalty: 5698.082520
	Iteration 37Q: 3 clusters Score -8009866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -8009876.500000 Penalty: 5698.082520
	Iteration 38Q: 3 clusters Score -8009876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -8009876.000000 Penalty: 5698.082520
	Iteration 39Q: 3 clusters Score -8009876 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -8009870.000000 Penalty: 5698.082520
	Iteration 40F: 3 clusters Score -8009870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -8009857.000000 Penalty: 5698.082520
	Iteration 41Q: 3 clusters Score -8009857 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -8009874.000000 Penalty: 5698.082520
	Iteration 42Q: 3 clusters Score -8009874 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -8009892.000000 Penalty: 5698.082520
	Iteration 43Q: 3 clusters Score -8009892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -8009889.500000 Penalty: 5698.082520
	Iteration 44Q: 3 clusters Score -8009890 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -8009905.000000 Penalty: 5698.082520
	Iteration 45Q: 3 clusters Score -8009905 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -8009941.500000 Penalty: 5698.082520
	Iteration 46Q: 3 clusters Score -8009942 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -8009965.500000 Penalty: 5698.082520
	Iteration 47Q: 3 clusters Score -8009966 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -8009989.000000 Penalty: 5698.082520
	Iteration 48Q: 3 clusters Score -8009989 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -8010006.500000 Penalty: 5698.082520
	Iteration 49Q: 3 clusters Score -8010006 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -8010015.500000 Penalty: 5698.082520
	Iteration 50Q: 3 clusters Score -8010016 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -8010024.500000 Penalty: 5698.082520
	Iteration 51Q: 3 clusters Score -8010024 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -8010034.000000 Penalty: 5698.082520
	Iteration 52Q: 3 clusters Score -8010034 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -8010050.500000 Penalty: 5698.082520
	Iteration 53Q: 3 clusters Score -8010050 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -8010064.500000 Penalty: 5698.082520
	Iteration 54Q: 3 clusters Score -8010064 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -8010080.500000 Penalty: 5698.082520
	Iteration 55Q: 3 clusters Score -8010080 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -8010127.000000 Penalty: 5698.082520
	Iteration 56Q: 3 clusters Score -8010127 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -8010158.500000 Penalty: 5698.082520
	Iteration 57Q: 3 clusters Score -8010158 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -8010184.500000 Penalty: 5698.082520
	Iteration 58Q: 3 clusters Score -8010184 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -8010203.500000 Penalty: 5698.082520
	Iteration 59Q: 3 clusters Score -8010204 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -8010252.000000 Penalty: 5698.082520
	Iteration 60F: 3 clusters Score -8010252 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -8010293.500000 Penalty: 5698.082520
	Iteration 61Q: 3 clusters Score -8010294 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -8010309.000000 Penalty: 5698.082520
	Iteration 62Q: 3 clusters Score -8010309 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -8010325.500000 Penalty: 5698.082520
	Iteration 63Q: 3 clusters Score -8010326 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -8010374.500000 Penalty: 5698.082520
	Iteration 64Q: 3 clusters Score -8010374 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -8010392.500000 Penalty: 5698.082520
	Iteration 65Q: 3 clusters Score -8010392 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8010417.000000 Penalty: 5698.082520
	Iteration 66Q: 3 clusters Score -8010417 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -8010436.500000 Penalty: 5698.082520
	Iteration 67Q: 3 clusters Score -8010436 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -8010449.500000 Penalty: 5698.082520
	Iteration 68Q: 3 clusters Score -8010450 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -8010488.500000 Penalty: 5698.082520
	Iteration 69Q: 3 clusters Score -8010488 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -8010480.000000 Penalty: 5698.082520
	Iteration 70Q: 3 clusters Score -8010480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -8010535.500000 Penalty: 5698.082520
	Iteration 71Q: 3 clusters Score -8010536 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -8010587.500000 Penalty: 5698.082520
	Iteration 72Q: 3 clusters Score -8010588 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -8010639.500000 Penalty: 5698.082520
	Iteration 73Q: 3 clusters Score -8010640 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -8010653.000000 Penalty: 5698.082520
	Iteration 74Q: 3 clusters Score -8010653 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -8010723.500000 Penalty: 5698.082520
	Iteration 75Q: 3 clusters Score -8010724 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -8010747.500000 Penalty: 5698.082520
	Iteration 76Q: 3 clusters Score -8010748 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -8010791.500000 Penalty: 5698.082520
	Iteration 77Q: 3 clusters Score -8010792 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -8010863.500000 Penalty: 5698.082520
	Iteration 78Q: 3 clusters Score -8010864 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -8010900.000000 Penalty: 5698.082520
	Iteration 79Q: 3 clusters Score -8010900 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -8010949.000000 Penalty: 5698.082520
	Iteration 80F: 3 clusters Score -8010949 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
Score: -8011000.000000 Penalty: 5698.082520
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Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 70381 members 
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Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8011344 nChanged 598
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8011418 nChanged 610
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Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8011940 nChanged 636
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Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8012246 nChanged 623
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Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8012988 nChanged 575
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Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 82647 members 
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Mstep: Class 2 contains 83245 members 
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Mstep: Class 1 contains 13728 members 
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Mstep: Class 2 contains 84371 members 
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Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 86123 members 
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Mstep: Class 2 contains 86690 members 
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Mstep: Class 1 contains 8027 members 
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Mstep: Class 1 contains 7637 members 
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Mstep: Class 2 contains 90262 members 
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Mstep: Class 1 contains 6966 members 
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Mstep: Class 1 contains 6670 members 
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Mstep: Class 2 contains 92156 members 
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Mstep: Class 1 contains 4906 members 
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	Iteration 140F: 3 clusters Score -8016054 nChanged 64
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	Iteration 142Q: 3 clusters Score -8016080 nChanged 58
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	Iteration 143Q: 3 clusters Score -8016082 nChanged 51
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	Iteration 144Q: 3 clusters Score -8016076 nChanged 61
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Mstep: Class 1 contains 2952 members 
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	Iteration 148Q: 3 clusters Score -8016121 nChanged 35
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	Iteration 149Q: 3 clusters Score -8016119 nChanged 28
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	Iteration 151Q: 3 clusters Score -8016130 nChanged 16
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	Iteration 152Q: 3 clusters Score -8016138 nChanged 11
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	Iteration 153Q: 3 clusters Score -8016148 nChanged 19
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	Iteration 154Q: 3 clusters Score -8016144 nChanged 18
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	Iteration 156Q: 3 clusters Score -8016148 nChanged 25
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	Iteration 158Q: 3 clusters Score -8016148 nChanged 31
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	Iteration 159Q: 3 clusters Score -8016159 nChanged 36
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	Iteration 160F: 3 clusters Score -8016172 nChanged 37
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	Iteration 161Q: 3 clusters Score -8016184 nChanged 33
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	Iteration 162Q: 3 clusters Score -8016188 nChanged 24
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	Iteration 163Q: 3 clusters Score -8016184 nChanged 19
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	Iteration 164Q: 3 clusters Score -8016182 nChanged 27
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	Iteration 165Q: 3 clusters Score -8016177 nChanged 14
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	Iteration 173Q: 3 clusters Score -8016192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -8016194.000000 Penalty: 5698.082520
	Iteration 174Q: 3 clusters Score -8016194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -8016194.000000 Penalty: 5698.082520
	Iteration 175F: 3 clusters Score -8016194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Entering Unmasked Estep 
Score: -1313864.250000 Penalty: 2406.758301
	Iteration 0F: 2 clusters Score -1313864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1301979.500000 Penalty: 4813.516602
	Iteration 0F: 3 clusters Score -1301980 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1305947.250000 Penalty: 4813.516602
	Iteration 1F: 3 clusters Score -1305947 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1306341.250000 Penalty: 4813.516602
	Iteration 2F: 3 clusters Score -1306341 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1306669.500000 Penalty: 4813.516602
	Iteration 3Q: 3 clusters Score -1306670 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1306967.875000 Penalty: 4813.516602
	Iteration 4Q: 3 clusters Score -1306968 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1307257.875000 Penalty: 4813.516602
	Iteration 5Q: 3 clusters Score -1307258 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1307553.000000 Penalty: 4813.516602
	Iteration 6Q: 3 clusters Score -1307553 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1307886.125000 Penalty: 4813.516602
	Iteration 7Q: 3 clusters Score -1307886 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1308316.500000 Penalty: 4813.516602
	Iteration 8Q: 3 clusters Score -1308316 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1308866.250000 Penalty: 4813.516602
	Iteration 9F: 3 clusters Score -1308866 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1309537.500000 Penalty: 4813.516602
	Iteration 10F: 3 clusters Score -1309538 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1310295.000000 Penalty: 4813.516602
	Iteration 11F: 3 clusters Score -1310295 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1310912.375000 Penalty: 4813.516602
	Iteration 12Q: 3 clusters Score -1310912 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1311346.125000 Penalty: 4813.516602
	Iteration 13Q: 3 clusters Score -1311346 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1311585.000000 Penalty: 4813.516602
	Iteration 14Q: 3 clusters Score -1311585 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1311735.750000 Penalty: 4813.516602
	Iteration 15Q: 3 clusters Score -1311736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1311848.625000 Penalty: 4813.516602
	Iteration 16Q: 3 clusters Score -1311849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1311923.625000 Penalty: 4813.516602
	Iteration 17Q: 3 clusters Score -1311924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1311989.125000 Penalty: 4813.516602
	Iteration 18Q: 3 clusters Score -1311989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1312034.125000 Penalty: 4813.516602
	Iteration 19Q: 3 clusters Score -1312034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1312071.875000 Penalty: 4813.516602
	Iteration 20F: 3 clusters Score -1312072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1312108.250000 Penalty: 4813.516602
	Iteration 21Q: 3 clusters Score -1312108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1312141.625000 Penalty: 4813.516602
	Iteration 22Q: 3 clusters Score -1312142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1312188.375000 Penalty: 4813.516602
	Iteration 23Q: 3 clusters Score -1312188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1312222.125000 Penalty: 4813.516602
	Iteration 24Q: 3 clusters Score -1312222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1312244.375000 Penalty: 4813.516602
	Iteration 25Q: 3 clusters Score -1312244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1312251.750000 Penalty: 4813.516602
	Iteration 26Q: 3 clusters Score -1312252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1312256.625000 Penalty: 4813.516602
	Iteration 27Q: 3 clusters Score -1312257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1312263.000000 Penalty: 4813.516602
	Iteration 28Q: 3 clusters Score -1312263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1312266.500000 Penalty: 4813.516602
	Iteration 29Q: 3 clusters Score -1312266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1312266.375000 Penalty: 4813.516602
	Iteration 30Q: 3 clusters Score -1312266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1312266.375000 Penalty: 4813.516602
	Iteration 31F: 3 clusters Score -1312266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (253487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253487 members 
Entering Unmasked Estep 
Score: -20482796.000000 Penalty: 3085.880859
	Iteration 0F: 2 clusters Score -2.04828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -20313086.000000 Penalty: 6171.761719
	Iteration 0F: 3 clusters Score -2.031309e+07 nChanged 122045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129381 members 
Mstep: Class 2 contains 124106 members 
Entering Unmasked Estep 
Score: -20385276.000000 Penalty: 6171.761719
	Iteration 1F: 3 clusters Score -2.038528e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -20386754.000000 Penalty: 6171.761719
	Iteration 2Q: 3 clusters Score -2.038675e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -20388808.000000 Penalty: 6171.761719
	Iteration 3Q: 3 clusters Score -2.038881e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139462 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -20392032.000000 Penalty: 6171.761719
	Iteration 4Q: 3 clusters Score -2.039203e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146943 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -20396908.000000 Penalty: 6171.761719
	Iteration 5Q: 3 clusters Score -2.039691e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157461 members 
Mstep: Class 2 contains 96026 members 
Entering Unmasked Estep 
Score: -20404462.000000 Penalty: 6171.761719
	Iteration 6F: 3 clusters Score -2.040446e+07 nChanged 16481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171222 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -20415598.000000 Penalty: 6171.761719
	Iteration 7F: 3 clusters Score -2.04156e+07 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187082 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -20429928.000000 Penalty: 6171.761719
	Iteration 8F: 3 clusters Score -2.042993e+07 nChanged 16738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202122 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -20444574.000000 Penalty: 6171.761719
	Iteration 9F: 3 clusters Score -2.044457e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213943 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -20455804.000000 Penalty: 6171.761719
	Iteration 10F: 3 clusters Score -2.04558e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222235 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -20463066.000000 Penalty: 6171.761719
	Iteration 11Q: 3 clusters Score -2.046307e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228365 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -20467176.000000 Penalty: 6171.761719
	Iteration 12Q: 3 clusters Score -2.046718e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233133 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -20470266.000000 Penalty: 6171.761719
	Iteration 13Q: 3 clusters Score -2.047027e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236975 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -20472712.000000 Penalty: 6171.761719
	Iteration 14Q: 3 clusters Score -2.047271e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240113 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -20474548.000000 Penalty: 6171.761719
	Iteration 15Q: 3 clusters Score -2.047455e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242713 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -20476072.000000 Penalty: 6171.761719
	Iteration 16Q: 3 clusters Score -2.047607e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244799 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -20477160.000000 Penalty: 6171.761719
	Iteration 17Q: 3 clusters Score -2.047716e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246450 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -20478016.000000 Penalty: 6171.761719
	Iteration 18Q: 3 clusters Score -2.047802e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247705 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -20478624.000000 Penalty: 6171.761719
	Iteration 19Q: 3 clusters Score -2.047862e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248678 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -20479056.000000 Penalty: 6171.761719
	Iteration 20F: 3 clusters Score -2.047906e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249457 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -20479370.000000 Penalty: 6171.761719
	Iteration 21Q: 3 clusters Score -2.047937e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250033 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -20479666.000000 Penalty: 6171.761719
	Iteration 22Q: 3 clusters Score -2.047967e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250478 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -20479814.000000 Penalty: 6171.761719
	Iteration 23Q: 3 clusters Score -2.047981e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250797 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -20479972.000000 Penalty: 6171.761719
	Iteration 24Q: 3 clusters Score -2.047997e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251048 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20480074.000000 Penalty: 6171.761719
	Iteration 25Q: 3 clusters Score -2.048007e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251230 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20480130.000000 Penalty: 6171.761719
	Iteration 26Q: 3 clusters Score -2.048013e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251352 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20480224.000000 Penalty: 6171.761719
	Iteration 27Q: 3 clusters Score -2.048022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251456 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -20480282.000000 Penalty: 6171.761719
	Iteration 28Q: 3 clusters Score -2.048028e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251541 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -20480350.000000 Penalty: 6171.761719
	Iteration 29Q: 3 clusters Score -2.048035e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251610 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20480376.000000 Penalty: 6171.761719
	Iteration 30Q: 3 clusters Score -2.048038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251666 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -20480408.000000 Penalty: 6171.761719
	Iteration 31Q: 3 clusters Score -2.048041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251715 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20480438.000000 Penalty: 6171.761719
	Iteration 32Q: 3 clusters Score -2.048044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251748 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -20480486.000000 Penalty: 6171.761719
	Iteration 33Q: 3 clusters Score -2.048049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251766 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20480470.000000 Penalty: 6171.761719
	Iteration 34Q: 3 clusters Score -2.048047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251786 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20480492.000000 Penalty: 6171.761719
	Iteration 35Q: 3 clusters Score -2.048049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251804 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -20480506.000000 Penalty: 6171.761719
	Iteration 36Q: 3 clusters Score -2.048051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251826 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -20480514.000000 Penalty: 6171.761719
	Iteration 37Q: 3 clusters Score -2.048051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251845 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20480536.000000 Penalty: 6171.761719
	Iteration 38Q: 3 clusters Score -2.048054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251863 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20480542.000000 Penalty: 6171.761719
	Iteration 39Q: 3 clusters Score -2.048054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251874 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20480536.000000 Penalty: 6171.761719
	Iteration 40F: 3 clusters Score -2.048054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251891 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20480568.000000 Penalty: 6171.761719
	Iteration 41Q: 3 clusters Score -2.048057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251898 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20480576.000000 Penalty: 6171.761719
	Iteration 42Q: 3 clusters Score -2.048058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251898 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -20480588.000000 Penalty: 6171.761719
	Iteration 43Q: 3 clusters Score -2.048059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251901 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -20480576.000000 Penalty: 6171.761719
	Iteration 44Q: 3 clusters Score -2.048058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251901 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -20480584.000000 Penalty: 6171.761719
	Iteration 45Q: 3 clusters Score -2.048058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251904 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20480596.000000 Penalty: 6171.761719
	Iteration 46Q: 3 clusters Score -2.04806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251907 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -20480570.000000 Penalty: 6171.761719
	Iteration 47Q: 3 clusters Score -2.048057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251909 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -20480566.000000 Penalty: 6171.761719
	Iteration 48Q: 3 clusters Score -2.048057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251911 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20480562.000000 Penalty: 6171.761719
	Iteration 49Q: 3 clusters Score -2.048056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251912 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20480558.000000 Penalty: 6171.761719
	Iteration 50Q: 3 clusters Score -2.048056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251915 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -20480554.000000 Penalty: 6171.761719
	Iteration 51Q: 3 clusters Score -2.048055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251917 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20480558.000000 Penalty: 6171.761719
	Iteration 52Q: 3 clusters Score -2.048056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251919 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20480556.000000 Penalty: 6171.761719
	Iteration 53Q: 3 clusters Score -2.048056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251919 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20480546.000000 Penalty: 6171.761719
	Iteration 54Q: 3 clusters Score -2.048055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251919 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20480546.000000 Penalty: 6171.761719
	Iteration 55F: 3 clusters Score -2.048055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -152932.156250 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -152932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -150285.640625 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -150285.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -150816.421875 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -150816.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -151006.640625 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -151006.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -151143.812500 Penalty: 3790.454102
	Iteration 3F: 3 clusters Score -151143.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -151246.703125 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -151246.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -151334.781250 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -151334.8 nChanged 70
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: -151396.515625 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -151396.5 nChanged 40
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: -151433.046875 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -151433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -151463.562500 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -151463.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -151475.718750 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -151475.7 nChanged 13
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: -151485.453125 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -151485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -151501.468750 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -151501.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -151517.843750 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -151517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -151538.093750 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -151538.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -151552.937500 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -151552.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -151565.765625 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -151565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -151578.406250 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -151578.4 nChanged 8
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: -151587.078125 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -151587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -151596.906250 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -151596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -151606.453125 Penalty: 3790.454102
	Iteration 19Q: 3 clusters Score -151606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -151610.125000 Penalty: 3790.454102
	Iteration 20F: 3 clusters Score -151610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -151612.515625 Penalty: 3790.454102
	Iteration 21Q: 3 clusters Score -151612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -151616.046875 Penalty: 3790.454102
	Iteration 22Q: 3 clusters Score -151616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -151621.296875 Penalty: 3790.454102
	Iteration 23Q: 3 clusters Score -151621.3 nChanged 5
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: -151624.578125 Penalty: 3790.454102
	Iteration 24Q: 3 clusters Score -151624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -151627.562500 Penalty: 3790.454102
	Iteration 25Q: 3 clusters Score -151627.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -151630.343750 Penalty: 3790.454102
	Iteration 26Q: 3 clusters Score -151630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -151632.656250 Penalty: 3790.454102
	Iteration 27Q: 3 clusters Score -151632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -151633.843750 Penalty: 3790.454102
	Iteration 28Q: 3 clusters Score -151633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -151633.843750 Penalty: 3790.454102
	Iteration 29F: 3 clusters Score -151633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -431657.625000 Penalty: 2144.323486
	Iteration 0F: 2 clusters Score -431657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -426738.625000 Penalty: 4288.646973
	Iteration 0F: 3 clusters Score -426738.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -427966.218750 Penalty: 4288.646973
	Iteration 1F: 3 clusters Score -427966.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -428247.343750 Penalty: 4288.646973
	Iteration 2F: 3 clusters Score -428247.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -428452.656250 Penalty: 4288.646973
	Iteration 3F: 3 clusters Score -428452.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -428632.468750 Penalty: 4288.646973
	Iteration 4Q: 3 clusters Score -428632.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -428786.000000 Penalty: 4288.646973
	Iteration 5Q: 3 clusters Score -428786 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -428973.687500 Penalty: 4288.646973
	Iteration 6Q: 3 clusters Score -428973.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -429190.718750 Penalty: 4288.646973
	Iteration 7Q: 3 clusters Score -429190.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -429448.406250 Penalty: 4288.646973
	Iteration 8F: 3 clusters Score -429448.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -429695.125000 Penalty: 4288.646973
	Iteration 9Q: 3 clusters Score -429695.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -429932.093750 Penalty: 4288.646973
	Iteration 10Q: 3 clusters Score -429932.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -430124.968750 Penalty: 4288.646973
	Iteration 11Q: 3 clusters Score -430125 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -430284.218750 Penalty: 4288.646973
	Iteration 12Q: 3 clusters Score -430284.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -430385.250000 Penalty: 4288.646973
	Iteration 13Q: 3 clusters Score -430385.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -430480.718750 Penalty: 4288.646973
	Iteration 14Q: 3 clusters Score -430480.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -430566.500000 Penalty: 4288.646973
	Iteration 15Q: 3 clusters Score -430566.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -430657.000000 Penalty: 4288.646973
	Iteration 16Q: 3 clusters Score -430657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -430749.156250 Penalty: 4288.646973
	Iteration 17Q: 3 clusters Score -430749.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -430841.250000 Penalty: 4288.646973
	Iteration 18Q: 3 clusters Score -430841.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -430931.218750 Penalty: 4288.646973
	Iteration 19Q: 3 clusters Score -430931.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -430989.562500 Penalty: 4288.646973
	Iteration 20F: 3 clusters Score -430989.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -431042.687500 Penalty: 4288.646973
	Iteration 21Q: 3 clusters Score -431042.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -431078.781250 Penalty: 4288.646973
	Iteration 22Q: 3 clusters Score -431078.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -431099.468750 Penalty: 4288.646973
	Iteration 23Q: 3 clusters Score -431099.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -431109.093750 Penalty: 4288.646973
	Iteration 24Q: 3 clusters Score -431109.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -431117.781250 Penalty: 4288.646973
	Iteration 25Q: 3 clusters Score -431117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -431120.250000 Penalty: 4288.646973
	Iteration 26Q: 3 clusters Score -431120.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -431123.906250 Penalty: 4288.646973
	Iteration 27Q: 3 clusters Score -431123.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -431126.593750 Penalty: 4288.646973
	Iteration 28Q: 3 clusters Score -431126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -431128.687500 Penalty: 4288.646973
	Iteration 29Q: 3 clusters Score -431128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -431128.781250 Penalty: 4288.646973
	Iteration 30Q: 3 clusters Score -431128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -431129.656250 Penalty: 4288.646973
	Iteration 31Q: 3 clusters Score -431129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -431129.531250 Penalty: 4288.646973
	Iteration 32Q: 3 clusters Score -431129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -431129.531250 Penalty: 4288.646973
	Iteration 33F: 3 clusters Score -431129.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Entering Unmasked Estep 
Score: -680999.187500 Penalty: 2251.218750
	Iteration 0F: 2 clusters Score -680999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -674130.875000 Penalty: 4502.437500
	Iteration 0F: 3 clusters Score -674130.9 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -676140.187500 Penalty: 4502.437500
	Iteration 1F: 3 clusters Score -676140.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -676472.687500 Penalty: 4502.437500
	Iteration 2F: 3 clusters Score -676472.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -676728.375000 Penalty: 4502.437500
	Iteration 3F: 3 clusters Score -676728.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -676909.687500 Penalty: 4502.437500
	Iteration 4Q: 3 clusters Score -676909.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -677042.187500 Penalty: 4502.437500
	Iteration 5Q: 3 clusters Score -677042.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -677143.187500 Penalty: 4502.437500
	Iteration 6Q: 3 clusters Score -677143.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -677230.187500 Penalty: 4502.437500
	Iteration 7Q: 3 clusters Score -677230.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -677315.000000 Penalty: 4502.437500
	Iteration 8Q: 3 clusters Score -677315 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -677400.437500 Penalty: 4502.437500
	Iteration 9Q: 3 clusters Score -677400.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -677506.562500 Penalty: 4502.437500
	Iteration 10Q: 3 clusters Score -677506.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -677633.375000 Penalty: 4502.437500
	Iteration 11Q: 3 clusters Score -677633.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -677792.250000 Penalty: 4502.437500
	Iteration 12Q: 3 clusters Score -677792.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -677991.125000 Penalty: 4502.437500
	Iteration 13Q: 3 clusters Score -677991.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -678219.812500 Penalty: 4502.437500
	Iteration 14Q: 3 clusters Score -678219.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -678491.312500 Penalty: 4502.437500
	Iteration 15Q: 3 clusters Score -678491.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -678739.250000 Penalty: 4502.437500
	Iteration 16Q: 3 clusters Score -678739.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -678952.812500 Penalty: 4502.437500
	Iteration 17Q: 3 clusters Score -678952.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -679084.375000 Penalty: 4502.437500
	Iteration 18Q: 3 clusters Score -679084.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -679178.687500 Penalty: 4502.437500
	Iteration 19Q: 3 clusters Score -679178.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -679247.500000 Penalty: 4502.437500
	Iteration 20F: 3 clusters Score -679247.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -679296.500000 Penalty: 4502.437500
	Iteration 21Q: 3 clusters Score -679296.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -679337.625000 Penalty: 4502.437500
	Iteration 22Q: 3 clusters Score -679337.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -679362.687500 Penalty: 4502.437500
	Iteration 23Q: 3 clusters Score -679362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -679372.187500 Penalty: 4502.437500
	Iteration 24Q: 3 clusters Score -679372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -679377.375000 Penalty: 4502.437500
	Iteration 25Q: 3 clusters Score -679377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -679379.625000 Penalty: 4502.437500
	Iteration 26Q: 3 clusters Score -679379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -679384.875000 Penalty: 4502.437500
	Iteration 27Q: 3 clusters Score -679384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -679385.437500 Penalty: 4502.437500
	Iteration 28Q: 3 clusters Score -679385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -679386.687500 Penalty: 4502.437500
	Iteration 29Q: 3 clusters Score -679386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -679386.875000 Penalty: 4502.437500
	Iteration 30Q: 3 clusters Score -679386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -679388.437500 Penalty: 4502.437500
	Iteration 31Q: 3 clusters Score -679388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -679388.437500 Penalty: 4502.437500
	Iteration 32F: 3 clusters Score -679388.4 nChanged 0
21->37 Clusters: Score -142803952.000000, best is -142799680.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1821684 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 86246 members 
Mstep: Class 3 contains 86466 members 
Mstep: Class 4 contains 86599 members 
Mstep: Class 5 contains 87057 members 
Mstep: Class 6 contains 86875 members 
Mstep: Class 7 contains 86456 members 
Mstep: Class 8 contains 86496 members 
Mstep: Class 9 contains 86503 members 
Mstep: Class 10 contains 87041 members 
Mstep: Class 11 contains 86795 members 
Mstep: Class 12 contains 86606 members 
Mstep: Class 13 contains 86925 members 
Mstep: Class 14 contains 86909 members 
Mstep: Class 15 contains 86704 members 
Mstep: Class 16 contains 87196 members 
Mstep: Class 17 contains 86309 members 
Mstep: Class 18 contains 86810 members 
Mstep: Class 19 contains 86918 members 
Mstep: Class 20 contains 86978 members 
Mstep: Class 21 contains 86928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1884.938965 but Gain 3574.984375
Score: -134741968.000000 Penalty: 71499.750000
Iteration 0F: 21 clusters Score -1.34742e+08 nChanged 1725437
Entering Unmasked Mstep 
Mstep: Class 0 contains 1176 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 3 contains 97878 members 
Mstep: Class 4 contains 76701 members 
Mstep: Class 5 contains 90793 members 
Mstep: Class 6 contains 94343 members 
Mstep: Class 7 contains 67851 members 
Mstep: Class 8 contains 61050 members 
Mstep: Class 9 contains 91244 members 
Mstep: Class 10 contains 78792 members 
Mstep: Class 11 contains 128742 members 
Mstep: Class 12 contains 74091 members 
Mstep: Class 13 contains 110614 members 
Mstep: Class 14 contains 91619 members 
Mstep: Class 15 contains 108143 members 
Mstep: Class 16 contains 71213 members 
Mstep: Class 17 contains 189417 members 
Mstep: Class 18 contains 92105 members 
Mstep: Class 19 contains 61884 members 
Mstep: Class 20 contains 90691 members 
Mstep: Class 21 contains 68534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139686864.000000 Penalty: 71499.750000
Iteration 1F: 21 clusters Score -1.396869e+08 nChanged 599699
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 3 contains 116925 members 
Mstep: Class 4 contains 61723 members 
Mstep: Class 5 contains 98342 members 
Mstep: Class 6 contains 107534 members 
Mstep: Class 7 contains 56640 members 
Mstep: Class 8 contains 37189 members 
Mstep: Class 9 contains 83595 members 
Mstep: Class 10 contains 88959 members 
Mstep: Class 11 contains 164725 members 
Mstep: Class 12 contains 54801 members 
Mstep: Class 13 contains 98229 members 
Mstep: Class 14 contains 104276 members 
Mstep: Class 15 contains 100241 members 
Mstep: Class 16 contains 46565 members 
Mstep: Class 17 contains 259728 members 
Mstep: Class 18 contains 96293 members 
Mstep: Class 19 contains 40613 members 
Mstep: Class 20 contains 104251 members 
Mstep: Class 21 contains 47372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140605120.000000 Penalty: 71499.750000
Iteration 2F: 21 clusters Score -1.406051e+08 nChanged 436562
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 3 contains 115703 members 
Mstep: Class 4 contains 55897 members 
Mstep: Class 5 contains 95249 members 
Mstep: Class 6 contains 108147 members 
Mstep: Class 7 contains 53472 members 
Mstep: Class 8 contains 28169 members 
Mstep: Class 9 contains 78778 members 
Mstep: Class 10 contains 86067 members 
Mstep: Class 11 contains 185453 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 83945 members 
Mstep: Class 14 contains 93224 members 
Mstep: Class 15 contains 89003 members 
Mstep: Class 16 contains 42698 members 
Mstep: Class 17 contains 360433 members 
Mstep: Class 18 contains 94750 members 
Mstep: Class 19 contains 31577 members 
Mstep: Class 20 contains 108409 members 
Mstep: Class 21 contains 31706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141074032.000000 Penalty: 71499.750000
Iteration 3F: 21 clusters Score -1.41074e+08 nChanged 334717
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 3 contains 104001 members 
Mstep: Class 4 contains 56209 members 
Mstep: Class 5 contains 82042 members 
Mstep: Class 6 contains 99143 members 
Mstep: Class 7 contains 53897 members 
Mstep: Class 8 contains 27824 members 
Mstep: Class 9 contains 79110 members 
Mstep: Class 10 contains 71778 members 
Mstep: Class 11 contains 194792 members 
Mstep: Class 12 contains 36222 members 
Mstep: Class 13 contains 70067 members 
Mstep: Class 14 contains 74748 members 
Mstep: Class 15 contains 77039 members 
Mstep: Class 16 contains 40580 members 
Mstep: Class 17 contains 485503 members 
Mstep: Class 18 contains 87609 members 
Mstep: Class 19 contains 25068 members 
Mstep: Class 20 contains 103357 members 
Mstep: Class 21 contains 25850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141389808.000000 Penalty: 71499.750000
Iteration 4F: 21 clusters Score -1.413898e+08 nChanged 290676
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 3 contains 84906 members 
Mstep: Class 4 contains 56477 members 
Mstep: Class 5 contains 64040 members 
Mstep: Class 6 contains 83781 members 
Mstep: Class 7 contains 53289 members 
Mstep: Class 8 contains 29057 members 
Mstep: Class 9 contains 77573 members 
Mstep: Class 10 contains 53059 members 
Mstep: Class 11 contains 195527 members 
Mstep: Class 12 contains 33909 members 
Mstep: Class 13 contains 55058 members 
Mstep: Class 14 contains 57124 members 
Mstep: Class 15 contains 63540 members 
Mstep: Class 16 contains 37859 members 
Mstep: Class 17 contains 638734 members 
Mstep: Class 18 contains 77826 members 
Mstep: Class 19 contains 21355 members 
Mstep: Class 20 contains 93596 members 
Mstep: Class 21 contains 23934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141652160.000000 Penalty: 71499.750000
Iteration 5F: 21 clusters Score -1.416522e+08 nChanged 261682
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 3 contains 61243 members 
Mstep: Class 4 contains 54641 members 
Mstep: Class 5 contains 45181 members 
Mstep: Class 6 contains 63645 members 
Mstep: Class 7 contains 50245 members 
Mstep: Class 8 contains 30631 members 
Mstep: Class 9 contains 72336 members 
Mstep: Class 10 contains 35229 members 
Mstep: Class 11 contains 188014 members 
Mstep: Class 12 contains 32350 members 
Mstep: Class 13 contains 40114 members 
Mstep: Class 14 contains 44512 members 
Mstep: Class 15 contains 49453 members 
Mstep: Class 16 contains 35512 members 
Mstep: Class 17 contains 807024 members 
Mstep: Class 18 contains 69314 members 
Mstep: Class 19 contains 19011 members 
Mstep: Class 20 contains 81404 members 
Mstep: Class 21 contains 22964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141890112.000000 Penalty: 71499.750000
Iteration 6F: 21 clusters Score -1.418901e+08 nChanged 224328
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 3 contains 38181 members 
Mstep: Class 4 contains 52030 members 
Mstep: Class 5 contains 29331 members 
Mstep: Class 6 contains 42432 members 
Mstep: Class 7 contains 45887 members 
Mstep: Class 8 contains 32463 members 
Mstep: Class 9 contains 64088 members 
Mstep: Class 10 contains 23715 members 
Mstep: Class 11 contains 173496 members 
Mstep: Class 12 contains 30627 members 
Mstep: Class 13 contains 27639 members 
Mstep: Class 14 contains 37907 members 
Mstep: Class 15 contains 37574 members 
Mstep: Class 16 contains 33735 members 
Mstep: Class 17 contains 959311 members 
Mstep: Class 18 contains 65653 members 
Mstep: Class 19 contains 17415 members 
Mstep: Class 20 contains 68938 members 
Mstep: Class 21 contains 22200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142072784.000000 Penalty: 71499.750000
Iteration 7F: 21 clusters Score -1.420728e+08 nChanged 173438
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 49884 members 
Mstep: Class 5 contains 19075 members 
Mstep: Class 6 contains 25205 members 
Mstep: Class 7 contains 41518 members 
Mstep: Class 8 contains 34080 members 
Mstep: Class 9 contains 56271 members 
Mstep: Class 10 contains 20521 members 
Mstep: Class 11 contains 157648 members 
Mstep: Class 12 contains 28431 members 
Mstep: Class 13 contains 19060 members 
Mstep: Class 14 contains 35674 members 
Mstep: Class 15 contains 29865 members 
Mstep: Class 16 contains 32372 members 
Mstep: Class 17 contains 1064935 members 
Mstep: Class 18 contains 68921 members 
Mstep: Class 19 contains 16413 members 
Mstep: Class 20 contains 59123 members 
Mstep: Class 21 contains 21557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142178080.000000 Penalty: 71499.750000
Iteration 8F: 21 clusters Score -1.421781e+08 nChanged 125216
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 3 contains 11565 members 
Mstep: Class 4 contains 48790 members 
Mstep: Class 5 contains 14149 members 
Mstep: Class 6 contains 14174 members 
Mstep: Class 7 contains 38249 members 
Mstep: Class 8 contains 35566 members 
Mstep: Class 9 contains 50979 members 
Mstep: Class 10 contains 23207 members 
Mstep: Class 11 contains 147510 members 
Mstep: Class 12 contains 26488 members 
Mstep: Class 13 contains 14033 members 
Mstep: Class 14 contains 35619 members 
Mstep: Class 15 contains 25657 members 
Mstep: Class 16 contains 31334 members 
Mstep: Class 17 contains 1117426 members 
Mstep: Class 18 contains 76161 members 
Mstep: Class 19 contains 15956 members 
Mstep: Class 20 contains 52806 members 
Mstep: Class 21 contains 21119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142229808.000000 Penalty: 71499.750000
Iteration 9F: 21 clusters Score -1.422298e+08 nChanged 89602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 3 contains 7042 members 
Mstep: Class 4 contains 48207 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 7752 members 
Mstep: Class 7 contains 35769 members 
Mstep: Class 8 contains 36837 members 
Mstep: Class 9 contains 47837 members 
Mstep: Class 10 contains 26679 members 
Mstep: Class 11 contains 143407 members 
Mstep: Class 12 contains 24725 members 
Mstep: Class 13 contains 11315 members 
Mstep: Class 14 contains 36353 members 
Mstep: Class 15 contains 23631 members 
Mstep: Class 16 contains 30498 members 
Mstep: Class 17 contains 1138581 members 
Mstep: Class 18 contains 84385 members 
Mstep: Class 19 contains 15744 members 
Mstep: Class 20 contains 47987 members 
Mstep: Class 21 contains 20812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142263904.000000 Penalty: 71499.750000
Iteration 10Q: 21 clusters Score -1.422639e+08 nChanged 67503
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 47805 members 
Mstep: Class 5 contains 11514 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 33898 members 
Mstep: Class 8 contains 38027 members 
Mstep: Class 9 contains 45750 members 
Mstep: Class 10 contains 29637 members 
Mstep: Class 11 contains 143327 members 
Mstep: Class 12 contains 23079 members 
Mstep: Class 13 contains 10047 members 
Mstep: Class 14 contains 37345 members 
Mstep: Class 15 contains 22815 members 
Mstep: Class 16 contains 29688 members 
Mstep: Class 17 contains 1143828 members 
Mstep: Class 18 contains 92566 members 
Mstep: Class 19 contains 15697 members 
Mstep: Class 20 contains 43791 members 
Mstep: Class 21 contains 20526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2347.167480 but Gain 3574.992188
Score: -142289696.000000 Penalty: 67924.757812
Iteration 11Q: 20 clusters Score -1.422897e+08 nChanged 56856
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 47547 members 
Mstep: Class 5 contains 11551 members 
Mstep: Class 7 contains 32488 members 
Mstep: Class 8 contains 39090 members 
Mstep: Class 9 contains 44199 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 146428 members 
Mstep: Class 12 contains 21764 members 
Mstep: Class 13 contains 9672 members 
Mstep: Class 14 contains 38415 members 
Mstep: Class 15 contains 22611 members 
Mstep: Class 16 contains 28901 members 
Mstep: Class 17 contains 1140919 members 
Mstep: Class 18 contains 100564 members 
Mstep: Class 19 contains 15708 members 
Mstep: Class 20 contains 40529 members 
Mstep: Class 21 contains 20289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142315456.000000 Penalty: 67924.757812
Iteration 12Q: 20 clusters Score -1.423155e+08 nChanged 46580
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 3 contains 5927 members 
Mstep: Class 4 contains 47385 members 
Mstep: Class 5 contains 11953 members 
Mstep: Class 7 contains 31365 members 
Mstep: Class 8 contains 40060 members 
Mstep: Class 9 contains 43007 members 
Mstep: Class 10 contains 34310 members 
Mstep: Class 11 contains 151096 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 9978 members 
Mstep: Class 14 contains 39412 members 
Mstep: Class 15 contains 22588 members 
Mstep: Class 16 contains 28038 members 
Mstep: Class 17 contains 1130121 members 
Mstep: Class 18 contains 107484 members 
Mstep: Class 19 contains 15756 members 
Mstep: Class 20 contains 37903 members 
Mstep: Class 21 contains 20049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142336416.000000 Penalty: 67924.757812
Iteration 13Q: 20 clusters Score -1.423364e+08 nChanged 41781
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 47255 members 
Mstep: Class 5 contains 12515 members 
Mstep: Class 7 contains 30401 members 
Mstep: Class 8 contains 41110 members 
Mstep: Class 9 contains 41951 members 
Mstep: Class 10 contains 36113 members 
Mstep: Class 11 contains 156802 members 
Mstep: Class 12 contains 19270 members 
Mstep: Class 13 contains 10523 members 
Mstep: Class 14 contains 40259 members 
Mstep: Class 15 contains 22665 members 
Mstep: Class 16 contains 26998 members 
Mstep: Class 17 contains 1116966 members 
Mstep: Class 18 contains 113850 members 
Mstep: Class 19 contains 15814 members 
Mstep: Class 20 contains 36065 members 
Mstep: Class 21 contains 19834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142353856.000000 Penalty: 67924.757812
Iteration 14Q: 20 clusters Score -1.423539e+08 nChanged 37368
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 47198 members 
Mstep: Class 5 contains 13281 members 
Mstep: Class 7 contains 29532 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 41012 members 
Mstep: Class 10 contains 37701 members 
Mstep: Class 11 contains 163251 members 
Mstep: Class 12 contains 18221 members 
Mstep: Class 13 contains 11188 members 
Mstep: Class 14 contains 40953 members 
Mstep: Class 15 contains 22764 members 
Mstep: Class 16 contains 25830 members 
Mstep: Class 17 contains 1102655 members 
Mstep: Class 18 contains 119718 members 
Mstep: Class 19 contains 15868 members 
Mstep: Class 20 contains 35044 members 
Mstep: Class 21 contains 19635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142367488.000000 Penalty: 67924.757812
Iteration 15Q: 20 clusters Score -1.423675e+08 nChanged 33690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 4 contains 47086 members 
Mstep: Class 5 contains 14246 members 
Mstep: Class 7 contains 28755 members 
Mstep: Class 8 contains 43434 members 
Mstep: Class 9 contains 40091 members 
Mstep: Class 10 contains 39054 members 
Mstep: Class 11 contains 170235 members 
Mstep: Class 12 contains 17353 members 
Mstep: Class 13 contains 11997 members 
Mstep: Class 14 contains 41541 members 
Mstep: Class 15 contains 22811 members 
Mstep: Class 16 contains 24518 members 
Mstep: Class 17 contains 1088321 members 
Mstep: Class 18 contains 124947 members 
Mstep: Class 19 contains 15883 members 
Mstep: Class 20 contains 34373 members 
Mstep: Class 21 contains 19444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142380080.000000 Penalty: 67924.757812
Iteration 16Q: 20 clusters Score -1.423801e+08 nChanged 30122
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 3 contains 11177 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 15257 members 
Mstep: Class 7 contains 28137 members 
Mstep: Class 8 contains 44609 members 
Mstep: Class 9 contains 39247 members 
Mstep: Class 10 contains 40219 members 
Mstep: Class 11 contains 177584 members 
Mstep: Class 12 contains 16573 members 
Mstep: Class 13 contains 12721 members 
Mstep: Class 14 contains 41994 members 
Mstep: Class 15 contains 22871 members 
Mstep: Class 16 contains 23265 members 
Mstep: Class 17 contains 1074401 members 
Mstep: Class 18 contains 129588 members 
Mstep: Class 19 contains 15873 members 
Mstep: Class 20 contains 33893 members 
Mstep: Class 21 contains 19290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142389216.000000 Penalty: 67924.757812
Iteration 17Q: 20 clusters Score -1.423892e+08 nChanged 27422
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 3 contains 11867 members 
Mstep: Class 4 contains 46699 members 
Mstep: Class 5 contains 16398 members 
Mstep: Class 7 contains 27676 members 
Mstep: Class 8 contains 45600 members 
Mstep: Class 9 contains 38462 members 
Mstep: Class 10 contains 41219 members 
Mstep: Class 11 contains 185205 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 13332 members 
Mstep: Class 14 contains 42375 members 
Mstep: Class 15 contains 22946 members 
Mstep: Class 16 contains 22174 members 
Mstep: Class 17 contains 1060794 members 
Mstep: Class 18 contains 133786 members 
Mstep: Class 19 contains 15862 members 
Mstep: Class 20 contains 33554 members 
Mstep: Class 21 contains 19108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142396576.000000 Penalty: 67924.757812
Iteration 18Q: 20 clusters Score -1.423966e+08 nChanged 24948
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 3 contains 12405 members 
Mstep: Class 4 contains 46476 members 
Mstep: Class 5 contains 17623 members 
Mstep: Class 7 contains 27349 members 
Mstep: Class 8 contains 46249 members 
Mstep: Class 9 contains 37731 members 
Mstep: Class 10 contains 42048 members 
Mstep: Class 11 contains 193373 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 13805 members 
Mstep: Class 14 contains 42698 members 
Mstep: Class 15 contains 23066 members 
Mstep: Class 16 contains 21381 members 
Mstep: Class 17 contains 1047395 members 
Mstep: Class 18 contains 137416 members 
Mstep: Class 19 contains 15866 members 
Mstep: Class 20 contains 33175 members 
Mstep: Class 21 contains 18955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142402928.000000 Penalty: 67924.757812
Iteration 19Q: 20 clusters Score -1.424029e+08 nChanged 23202
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 3 contains 12814 members 
Mstep: Class 4 contains 46197 members 
Mstep: Class 5 contains 18914 members 
Mstep: Class 7 contains 27146 members 
Mstep: Class 8 contains 46609 members 
Mstep: Class 9 contains 37004 members 
Mstep: Class 10 contains 42742 members 
Mstep: Class 11 contains 202061 members 
Mstep: Class 12 contains 14782 members 
Mstep: Class 13 contains 14161 members 
Mstep: Class 14 contains 42909 members 
Mstep: Class 15 contains 23252 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 1034337 members 
Mstep: Class 18 contains 140588 members 
Mstep: Class 19 contains 15830 members 
Mstep: Class 20 contains 32684 members 
Mstep: Class 21 contains 18819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142413552.000000 Penalty: 67924.757812
Iteration 20F: 20 clusters Score -1.424136e+08 nChanged 25040
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 3 contains 14749 members 
Mstep: Class 4 contains 45789 members 
Mstep: Class 5 contains 20429 members 
Mstep: Class 7 contains 26520 members 
Mstep: Class 8 contains 46884 members 
Mstep: Class 9 contains 36237 members 
Mstep: Class 10 contains 43347 members 
Mstep: Class 11 contains 211370 members 
Mstep: Class 12 contains 14265 members 
Mstep: Class 13 contains 15358 members 
Mstep: Class 14 contains 43050 members 
Mstep: Class 15 contains 23348 members 
Mstep: Class 16 contains 20452 members 
Mstep: Class 17 contains 1019170 members 
Mstep: Class 18 contains 143407 members 
Mstep: Class 19 contains 15828 members 
Mstep: Class 20 contains 32317 members 
Mstep: Class 21 contains 18668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142421456.000000 Penalty: 67924.757812
Iteration 21Q: 20 clusters Score -1.424215e+08 nChanged 24704
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 3 contains 16180 members 
Mstep: Class 4 contains 45345 members 
Mstep: Class 5 contains 22022 members 
Mstep: Class 7 contains 26147 members 
Mstep: Class 8 contains 46989 members 
Mstep: Class 9 contains 35505 members 
Mstep: Class 10 contains 43919 members 
Mstep: Class 11 contains 221127 members 
Mstep: Class 12 contains 13839 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 43200 members 
Mstep: Class 15 contains 23405 members 
Mstep: Class 16 contains 20124 members 
Mstep: Class 17 contains 1004246 members 
Mstep: Class 18 contains 145901 members 
Mstep: Class 19 contains 15788 members 
Mstep: Class 20 contains 31828 members 
Mstep: Class 21 contains 18528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142429168.000000 Penalty: 67924.757812
Iteration 22Q: 20 clusters Score -1.424292e+08 nChanged 23802
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 3 contains 17311 members 
Mstep: Class 4 contains 44862 members 
Mstep: Class 5 contains 23776 members 
Mstep: Class 7 contains 25966 members 
Mstep: Class 8 contains 46952 members 
Mstep: Class 9 contains 34712 members 
Mstep: Class 10 contains 44379 members 
Mstep: Class 11 contains 231106 members 
Mstep: Class 12 contains 13431 members 
Mstep: Class 13 contains 17796 members 
Mstep: Class 14 contains 43349 members 
Mstep: Class 15 contains 23482 members 
Mstep: Class 16 contains 19858 members 
Mstep: Class 17 contains 989827 members 
Mstep: Class 18 contains 148195 members 
Mstep: Class 19 contains 15749 members 
Mstep: Class 20 contains 31135 members 
Mstep: Class 21 contains 18395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142436752.000000 Penalty: 67924.757812
Iteration 23Q: 20 clusters Score -1.424368e+08 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 3 contains 18214 members 
Mstep: Class 4 contains 44315 members 
Mstep: Class 5 contains 25710 members 
Mstep: Class 7 contains 25844 members 
Mstep: Class 8 contains 46903 members 
Mstep: Class 9 contains 33885 members 
Mstep: Class 10 contains 44779 members 
Mstep: Class 11 contains 241346 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 18826 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 23552 members 
Mstep: Class 16 contains 19554 members 
Mstep: Class 17 contains 975860 members 
Mstep: Class 18 contains 150189 members 
Mstep: Class 19 contains 15746 members 
Mstep: Class 20 contains 30303 members 
Mstep: Class 21 contains 18317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142444096.000000 Penalty: 67924.757812
Iteration 24Q: 20 clusters Score -1.424441e+08 nChanged 22608
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 3 contains 18997 members 
Mstep: Class 4 contains 43735 members 
Mstep: Class 5 contains 27860 members 
Mstep: Class 7 contains 25867 members 
Mstep: Class 8 contains 46794 members 
Mstep: Class 9 contains 33053 members 
Mstep: Class 10 contains 45140 members 
Mstep: Class 11 contains 251622 members 
Mstep: Class 12 contains 12598 members 
Mstep: Class 13 contains 19645 members 
Mstep: Class 14 contains 43580 members 
Mstep: Class 15 contains 23605 members 
Mstep: Class 16 contains 19229 members 
Mstep: Class 17 contains 962285 members 
Mstep: Class 18 contains 151845 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 29460 members 
Mstep: Class 21 contains 18236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142450320.000000 Penalty: 67924.757812
Iteration 25Q: 20 clusters Score -1.424503e+08 nChanged 22218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 3 contains 19612 members 
Mstep: Class 4 contains 43108 members 
Mstep: Class 5 contains 30181 members 
Mstep: Class 7 contains 25988 members 
Mstep: Class 8 contains 46650 members 
Mstep: Class 9 contains 32204 members 
Mstep: Class 10 contains 45447 members 
Mstep: Class 11 contains 262142 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 20317 members 
Mstep: Class 14 contains 43711 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 18968 members 
Mstep: Class 17 contains 949118 members 
Mstep: Class 18 contains 153227 members 
Mstep: Class 19 contains 15798 members 
Mstep: Class 20 contains 28454 members 
Mstep: Class 21 contains 18146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142456192.000000 Penalty: 67924.757812
Iteration 26Q: 20 clusters Score -1.424562e+08 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 3 contains 20131 members 
Mstep: Class 4 contains 42418 members 
Mstep: Class 5 contains 32613 members 
Mstep: Class 7 contains 26205 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 31448 members 
Mstep: Class 10 contains 45747 members 
Mstep: Class 11 contains 272550 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 20884 members 
Mstep: Class 14 contains 43819 members 
Mstep: Class 15 contains 23578 members 
Mstep: Class 16 contains 18874 members 
Mstep: Class 17 contains 936447 members 
Mstep: Class 18 contains 154378 members 
Mstep: Class 19 contains 15709 members 
Mstep: Class 20 contains 27371 members 
Mstep: Class 21 contains 18078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142461952.000000 Penalty: 67924.757812
Iteration 27Q: 20 clusters Score -1.42462e+08 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 3 contains 20544 members 
Mstep: Class 4 contains 41709 members 
Mstep: Class 5 contains 35097 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 46154 members 
Mstep: Class 9 contains 30667 members 
Mstep: Class 10 contains 45997 members 
Mstep: Class 11 contains 282864 members 
Mstep: Class 12 contains 11371 members 
Mstep: Class 13 contains 21350 members 
Mstep: Class 14 contains 43903 members 
Mstep: Class 15 contains 23499 members 
Mstep: Class 16 contains 18847 members 
Mstep: Class 17 contains 924289 members 
Mstep: Class 18 contains 155271 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 26302 members 
Mstep: Class 21 contains 17996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142466400.000000 Penalty: 67924.757812
Iteration 28Q: 20 clusters Score -1.424664e+08 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 3 contains 20885 members 
Mstep: Class 4 contains 41005 members 
Mstep: Class 5 contains 37771 members 
Mstep: Class 7 contains 26794 members 
Mstep: Class 8 contains 45933 members 
Mstep: Class 9 contains 29884 members 
Mstep: Class 10 contains 46198 members 
Mstep: Class 11 contains 293062 members 
Mstep: Class 12 contains 10913 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 43984 members 
Mstep: Class 15 contains 23325 members 
Mstep: Class 16 contains 18845 members 
Mstep: Class 17 contains 912422 members 
Mstep: Class 18 contains 156056 members 
Mstep: Class 19 contains 15447 members 
Mstep: Class 20 contains 25252 members 
Mstep: Class 21 contains 17924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142470832.000000 Penalty: 67924.757812
Iteration 29Q: 20 clusters Score -1.424708e+08 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 3 contains 21175 members 
Mstep: Class 4 contains 40252 members 
Mstep: Class 5 contains 40675 members 
Mstep: Class 7 contains 27127 members 
Mstep: Class 8 contains 45697 members 
Mstep: Class 9 contains 29058 members 
Mstep: Class 10 contains 46418 members 
Mstep: Class 11 contains 303481 members 
Mstep: Class 12 contains 10402 members 
Mstep: Class 13 contains 22128 members 
Mstep: Class 14 contains 44094 members 
Mstep: Class 15 contains 23140 members 
Mstep: Class 16 contains 18847 members 
Mstep: Class 17 contains 900340 members 
Mstep: Class 18 contains 156680 members 
Mstep: Class 19 contains 15312 members 
Mstep: Class 20 contains 24227 members 
Mstep: Class 21 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142474960.000000 Penalty: 67924.757812
Iteration 30Q: 20 clusters Score -1.42475e+08 nChanged 20023
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 3 contains 21437 members 
Mstep: Class 4 contains 39478 members 
Mstep: Class 5 contains 43677 members 
Mstep: Class 7 contains 27434 members 
Mstep: Class 8 contains 45496 members 
Mstep: Class 9 contains 28217 members 
Mstep: Class 10 contains 46655 members 
Mstep: Class 11 contains 314018 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 22483 members 
Mstep: Class 14 contains 44222 members 
Mstep: Class 15 contains 22926 members 
Mstep: Class 16 contains 18844 members 
Mstep: Class 17 contains 888029 members 
Mstep: Class 18 contains 157216 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 23264 members 
Mstep: Class 21 contains 17755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142478064.000000 Penalty: 67924.757812
Iteration 31Q: 20 clusters Score -1.424781e+08 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 3 contains 21687 members 
Mstep: Class 4 contains 38759 members 
Mstep: Class 5 contains 46769 members 
Mstep: Class 7 contains 27857 members 
Mstep: Class 8 contains 45301 members 
Mstep: Class 9 contains 27364 members 
Mstep: Class 10 contains 46879 members 
Mstep: Class 11 contains 324794 members 
Mstep: Class 12 contains 9265 members 
Mstep: Class 13 contains 22795 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 22700 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 875386 members 
Mstep: Class 18 contains 157697 members 
Mstep: Class 19 contains 15052 members 
Mstep: Class 20 contains 22209 members 
Mstep: Class 21 contains 17655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142479728.000000 Penalty: 67924.757812
Iteration 32Q: 20 clusters Score -1.424797e+08 nChanged 20760
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 3 contains 21911 members 
Mstep: Class 4 contains 37983 members 
Mstep: Class 5 contains 49894 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 45141 members 
Mstep: Class 9 contains 26567 members 
Mstep: Class 10 contains 47101 members 
Mstep: Class 11 contains 335931 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 23063 members 
Mstep: Class 14 contains 44577 members 
Mstep: Class 15 contains 22458 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 862349 members 
Mstep: Class 18 contains 158135 members 
Mstep: Class 19 contains 14957 members 
Mstep: Class 20 contains 21199 members 
Mstep: Class 21 contains 17568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142483168.000000 Penalty: 67924.757812
Iteration 33Q: 20 clusters Score -1.424832e+08 nChanged 21148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 3 contains 22144 members 
Mstep: Class 4 contains 37291 members 
Mstep: Class 5 contains 52936 members 
Mstep: Class 7 contains 28688 members 
Mstep: Class 8 contains 45028 members 
Mstep: Class 9 contains 25838 members 
Mstep: Class 10 contains 47324 members 
Mstep: Class 11 contains 347498 members 
Mstep: Class 12 contains 7846 members 
Mstep: Class 13 contains 23275 members 
Mstep: Class 14 contains 44797 members 
Mstep: Class 15 contains 22219 members 
Mstep: Class 16 contains 18841 members 
Mstep: Class 17 contains 848683 members 
Mstep: Class 18 contains 158592 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 20182 members 
Mstep: Class 21 contains 17473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142486208.000000 Penalty: 67924.757812
Iteration 34Q: 20 clusters Score -1.424862e+08 nChanged 21267
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 3 contains 22372 members 
Mstep: Class 4 contains 36628 members 
Mstep: Class 5 contains 55784 members 
Mstep: Class 7 contains 29125 members 
Mstep: Class 8 contains 44976 members 
Mstep: Class 9 contains 25201 members 
Mstep: Class 10 contains 47511 members 
Mstep: Class 11 contains 359511 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 23496 members 
Mstep: Class 14 contains 45030 members 
Mstep: Class 15 contains 21962 members 
Mstep: Class 16 contains 18825 members 
Mstep: Class 17 contains 834605 members 
Mstep: Class 18 contains 158932 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 19192 members 
Mstep: Class 21 contains 17367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142490544.000000 Penalty: 67924.757812
Iteration 35Q: 20 clusters Score -1.424905e+08 nChanged 21595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 3 contains 22597 members 
Mstep: Class 4 contains 36058 members 
Mstep: Class 5 contains 58443 members 
Mstep: Class 7 contains 29582 members 
Mstep: Class 8 contains 44931 members 
Mstep: Class 9 contains 24581 members 
Mstep: Class 10 contains 47697 members 
Mstep: Class 11 contains 372132 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 23696 members 
Mstep: Class 14 contains 45270 members 
Mstep: Class 15 contains 21668 members 
Mstep: Class 16 contains 18814 members 
Mstep: Class 17 contains 820107 members 
Mstep: Class 18 contains 159183 members 
Mstep: Class 19 contains 14673 members 
Mstep: Class 20 contains 18114 members 
Mstep: Class 21 contains 17258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142494736.000000 Penalty: 67924.757812
Iteration 36Q: 20 clusters Score -1.424947e+08 nChanged 21713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 3 contains 22802 members 
Mstep: Class 4 contains 35582 members 
Mstep: Class 5 contains 60757 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 44950 members 
Mstep: Class 9 contains 24003 members 
Mstep: Class 10 contains 47847 members 
Mstep: Class 11 contains 385378 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 23915 members 
Mstep: Class 14 contains 45515 members 
Mstep: Class 15 contains 21351 members 
Mstep: Class 16 contains 18793 members 
Mstep: Class 17 contains 805100 members 
Mstep: Class 18 contains 159450 members 
Mstep: Class 19 contains 14597 members 
Mstep: Class 20 contains 17052 members 
Mstep: Class 21 contains 17168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142499328.000000 Penalty: 67924.757812
Iteration 37Q: 20 clusters Score -1.424993e+08 nChanged 21700
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 3 contains 22990 members 
Mstep: Class 4 contains 35192 members 
Mstep: Class 5 contains 62953 members 
Mstep: Class 7 contains 30478 members 
Mstep: Class 8 contains 45023 members 
Mstep: Class 9 contains 23474 members 
Mstep: Class 10 contains 47969 members 
Mstep: Class 11 contains 398974 members 
Mstep: Class 12 contains 5876 members 
Mstep: Class 13 contains 24092 members 
Mstep: Class 14 contains 45767 members 
Mstep: Class 15 contains 21024 members 
Mstep: Class 16 contains 18770 members 
Mstep: Class 17 contains 789700 members 
Mstep: Class 18 contains 159823 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 16005 members 
Mstep: Class 21 contains 17079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142503744.000000 Penalty: 67924.757812
Iteration 38Q: 20 clusters Score -1.425037e+08 nChanged 21762
Entering ConstructFrom: 
Score: -142503744.000000 Penalty: 67924.757812
Entering ConstructFrom: 
Trying to split cluster 1 (42565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Entering Unmasked Estep 
Score: -3298012.750000 Penalty: 2643.379395
	Iteration 0F: 2 clusters Score -3298013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -3269499.750000 Penalty: 5286.758789
	Iteration 0F: 3 clusters Score -3269500 nChanged 19368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3280652.500000 Penalty: 5286.758789
	Iteration 1F: 3 clusters Score -3280652 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3282258.500000 Penalty: 5286.758789
	Iteration 2F: 3 clusters Score -3282258 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3284912.250000 Penalty: 5286.758789
	Iteration 3F: 3 clusters Score -3284912 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3288021.250000 Penalty: 5286.758789
	Iteration 4F: 3 clusters Score -3288021 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3291330.000000 Penalty: 5286.758789
	Iteration 5F: 3 clusters Score -3291330 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3294520.000000 Penalty: 5286.758789
	Iteration 6F: 3 clusters Score -3294520 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3296996.500000 Penalty: 5286.758789
	Iteration 7F: 3 clusters Score -3296996 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3298589.750000 Penalty: 5286.758789
	Iteration 8F: 3 clusters Score -3298590 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3299578.500000 Penalty: 5286.758789
	Iteration 9Q: 3 clusters Score -3299578 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3300178.250000 Penalty: 5286.758789
	Iteration 10Q: 3 clusters Score -3300178 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3300602.250000 Penalty: 5286.758789
	Iteration 11Q: 3 clusters Score -3300602 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3300896.250000 Penalty: 5286.758789
	Iteration 12Q: 3 clusters Score -3300896 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3301123.000000 Penalty: 5286.758789
	Iteration 13Q: 3 clusters Score -3301123 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3301274.000000 Penalty: 5286.758789
	Iteration 14Q: 3 clusters Score -3301274 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3301363.750000 Penalty: 5286.758789
	Iteration 15Q: 3 clusters Score -3301364 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3301442.500000 Penalty: 5286.758789
	Iteration 16Q: 3 clusters Score -3301442 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3301488.500000 Penalty: 5286.758789
	Iteration 17Q: 3 clusters Score -3301488 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3301511.750000 Penalty: 5286.758789
	Iteration 18Q: 3 clusters Score -3301512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3301531.500000 Penalty: 5286.758789
	Iteration 19Q: 3 clusters Score -3301532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3301544.750000 Penalty: 5286.758789
	Iteration 20F: 3 clusters Score -3301545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3301569.000000 Penalty: 5286.758789
	Iteration 21Q: 3 clusters Score -3301569 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3301590.750000 Penalty: 5286.758789
	Iteration 22Q: 3 clusters Score -3301591 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3301598.250000 Penalty: 5286.758789
	Iteration 23Q: 3 clusters Score -3301598 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3301612.250000 Penalty: 5286.758789
	Iteration 24Q: 3 clusters Score -3301612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3301617.250000 Penalty: 5286.758789
	Iteration 25Q: 3 clusters Score -3301617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3301633.500000 Penalty: 5286.758789
	Iteration 26Q: 3 clusters Score -3301634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3301650.000000 Penalty: 5286.758789
	Iteration 27Q: 3 clusters Score -3301650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3301652.000000 Penalty: 5286.758789
	Iteration 28Q: 3 clusters Score -3301652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3301662.250000 Penalty: 5286.758789
	Iteration 29Q: 3 clusters Score -3301662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3301658.000000 Penalty: 5286.758789
	Iteration 30Q: 3 clusters Score -3301658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3301655.500000 Penalty: 5286.758789
	Iteration 31Q: 3 clusters Score -3301656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3301665.500000 Penalty: 5286.758789
	Iteration 32Q: 3 clusters Score -3301666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3301674.000000 Penalty: 5286.758789
	Iteration 33Q: 3 clusters Score -3301674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3301675.250000 Penalty: 5286.758789
	Iteration 34Q: 3 clusters Score -3301675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3301682.250000 Penalty: 5286.758789
	Iteration 35Q: 3 clusters Score -3301682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3301671.250000 Penalty: 5286.758789
	Iteration 36Q: 3 clusters Score -3301671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3301671.750000 Penalty: 5286.758789
	Iteration 37Q: 3 clusters Score -3301672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3301667.000000 Penalty: 5286.758789
	Iteration 38Q: 3 clusters Score -3301667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3301668.500000 Penalty: 5286.758789
	Iteration 39Q: 3 clusters Score -3301668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3301663.500000 Penalty: 5286.758789
	Iteration 40F: 3 clusters Score -3301664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3301658.500000 Penalty: 5286.758789
	Iteration 41Q: 3 clusters Score -3301658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3301659.750000 Penalty: 5286.758789
	Iteration 42Q: 3 clusters Score -3301660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3301659.000000 Penalty: 5286.758789
	Iteration 43Q: 3 clusters Score -3301659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3301653.750000 Penalty: 5286.758789
	Iteration 44Q: 3 clusters Score -3301654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3301656.250000 Penalty: 5286.758789
	Iteration 45Q: 3 clusters Score -3301656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3301655.000000 Penalty: 5286.758789
	Iteration 46Q: 3 clusters Score -3301655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3301658.500000 Penalty: 5286.758789
	Iteration 47Q: 3 clusters Score -3301658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3301657.500000 Penalty: 5286.758789
	Iteration 48Q: 3 clusters Score -3301658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -3301654.750000 Penalty: 5286.758789
	Iteration 49Q: 3 clusters Score -3301655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3301654.750000 Penalty: 5286.758789
	Iteration 50Q: 3 clusters Score -3301655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3301651.250000 Penalty: 5286.758789
	Iteration 51Q: 3 clusters Score -3301651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3301652.500000 Penalty: 5286.758789
	Iteration 52Q: 3 clusters Score -3301652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3301651.250000 Penalty: 5286.758789
	Iteration 53Q: 3 clusters Score -3301651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3301652.250000 Penalty: 5286.758789
	Iteration 54Q: 3 clusters Score -3301652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3301654.750000 Penalty: 5286.758789
	Iteration 55Q: 3 clusters Score -3301655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3301654.500000 Penalty: 5286.758789
	Iteration 56Q: 3 clusters Score -3301654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3301652.500000 Penalty: 5286.758789
	Iteration 57Q: 3 clusters Score -3301652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3301661.000000 Penalty: 5286.758789
	Iteration 58Q: 3 clusters Score -3301661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -3301657.000000 Penalty: 5286.758789
	Iteration 59Q: 3 clusters Score -3301657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3301661.750000 Penalty: 5286.758789
	Iteration 60F: 3 clusters Score -3301662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3301661.250000 Penalty: 5286.758789
	Iteration 61Q: 3 clusters Score -3301661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3301662.000000 Penalty: 5286.758789
	Iteration 62Q: 3 clusters Score -3301662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3301660.250000 Penalty: 5286.758789
	Iteration 63Q: 3 clusters Score -3301660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3301659.250000 Penalty: 5286.758789
	Iteration 64Q: 3 clusters Score -3301659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3301659.000000 Penalty: 5286.758789
	Iteration 65Q: 3 clusters Score -3301659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3301663.500000 Penalty: 5286.758789
	Iteration 66Q: 3 clusters Score -3301664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3301658.500000 Penalty: 5286.758789
	Iteration 67Q: 3 clusters Score -3301658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3301661.500000 Penalty: 5286.758789
	Iteration 68Q: 3 clusters Score -3301662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -3301668.500000 Penalty: 5286.758789
	Iteration 69Q: 3 clusters Score -3301668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3301673.500000 Penalty: 5286.758789
	Iteration 70Q: 3 clusters Score -3301674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3301669.750000 Penalty: 5286.758789
	Iteration 71Q: 3 clusters Score -3301670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3301669.000000 Penalty: 5286.758789
	Iteration 72Q: 3 clusters Score -3301669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3301674.250000 Penalty: 5286.758789
	Iteration 73Q: 3 clusters Score -3301674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3301681.250000 Penalty: 5286.758789
	Iteration 74Q: 3 clusters Score -3301681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3301674.000000 Penalty: 5286.758789
	Iteration 75Q: 3 clusters Score -3301674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3301676.500000 Penalty: 5286.758789
	Iteration 76Q: 3 clusters Score -3301676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3301682.750000 Penalty: 5286.758789
	Iteration 77Q: 3 clusters Score -3301683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3301675.750000 Penalty: 5286.758789
	Iteration 78Q: 3 clusters Score -3301676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3301679.750000 Penalty: 5286.758789
	Iteration 79Q: 3 clusters Score -3301680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3301677.000000 Penalty: 5286.758789
	Iteration 80F: 3 clusters Score -3301677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3301676.750000 Penalty: 5286.758789
	Iteration 81Q: 3 clusters Score -3301677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3301676.750000 Penalty: 5286.758789
	Iteration 82Q: 3 clusters Score -3301677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3301677.750000 Penalty: 5286.758789
	Iteration 83Q: 3 clusters Score -3301678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3301676.000000 Penalty: 5286.758789
	Iteration 84Q: 3 clusters Score -3301676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3301674.750000 Penalty: 5286.758789
	Iteration 85Q: 3 clusters Score -3301675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3301673.500000 Penalty: 5286.758789
	Iteration 86Q: 3 clusters Score -3301674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3301673.500000 Penalty: 5286.758789
	Iteration 87F: 3 clusters Score -3301674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 34936 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 7 contains 30972 members 
Mstep: Class 8 contains 45055 members 
Mstep: Class 9 contains 23027 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Entering Unmasked Estep 
Score: -142507744.000000 Penalty: 71499.750000
Splitting cluster 1 changes total score from -142503744.000000 to -142507744.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (23159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Entering Unmasked Estep 
Score: -1920093.750000 Penalty: 2492.434326
	Iteration 0F: 2 clusters Score -1920094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1904083.125000 Penalty: 4984.868652
	Iteration 0F: 3 clusters Score -1904083 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1909425.750000 Penalty: 4984.868652
	Iteration 1F: 3 clusters Score -1909426 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1909798.375000 Penalty: 4984.868652
	Iteration 2Q: 3 clusters Score -1909798 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1910121.375000 Penalty: 4984.868652
	Iteration 3Q: 3 clusters Score -1910121 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1910438.500000 Penalty: 4984.868652
	Iteration 4Q: 3 clusters Score -1910438 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1910770.750000 Penalty: 4984.868652
	Iteration 5Q: 3 clusters Score -1910771 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1911170.750000 Penalty: 4984.868652
	Iteration 6Q: 3 clusters Score -1911171 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1911739.250000 Penalty: 4984.868652
	Iteration 7Q: 3 clusters Score -1911739 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1912610.000000 Penalty: 4984.868652
	Iteration 8F: 3 clusters Score -1912610 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1913776.625000 Penalty: 4984.868652
	Iteration 9F: 3 clusters Score -1913777 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1915174.500000 Penalty: 4984.868652
	Iteration 10F: 3 clusters Score -1915174 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -1916376.375000 Penalty: 4984.868652
	Iteration 11F: 3 clusters Score -1916376 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1917144.375000 Penalty: 4984.868652
	Iteration 12Q: 3 clusters Score -1917144 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1917555.375000 Penalty: 4984.868652
	Iteration 13Q: 3 clusters Score -1917555 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1917805.375000 Penalty: 4984.868652
	Iteration 14Q: 3 clusters Score -1917805 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1917973.375000 Penalty: 4984.868652
	Iteration 15Q: 3 clusters Score -1917973 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -1918036.625000 Penalty: 4984.868652
	Iteration 16Q: 3 clusters Score -1918037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1918072.500000 Penalty: 4984.868652
	Iteration 17Q: 3 clusters Score -1918072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -1918100.500000 Penalty: 4984.868652
	Iteration 18Q: 3 clusters Score -1918100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -1918118.250000 Penalty: 4984.868652
	Iteration 19Q: 3 clusters Score -1918118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -1918133.625000 Penalty: 4984.868652
	Iteration 20F: 3 clusters Score -1918134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -1918144.125000 Penalty: 4984.868652
	Iteration 21Q: 3 clusters Score -1918144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -1918160.500000 Penalty: 4984.868652
	Iteration 22Q: 3 clusters Score -1918160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1918169.500000 Penalty: 4984.868652
	Iteration 23Q: 3 clusters Score -1918170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1918189.750000 Penalty: 4984.868652
	Iteration 24Q: 3 clusters Score -1918190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1918198.500000 Penalty: 4984.868652
	Iteration 25Q: 3 clusters Score -1918198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -1918202.000000 Penalty: 4984.868652
	Iteration 26Q: 3 clusters Score -1918202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -1918208.125000 Penalty: 4984.868652
	Iteration 27Q: 3 clusters Score -1918208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -1918211.875000 Penalty: 4984.868652
	Iteration 28Q: 3 clusters Score -1918212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -1918215.500000 Penalty: 4984.868652
	Iteration 29Q: 3 clusters Score -1918216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1918223.000000 Penalty: 4984.868652
	Iteration 30Q: 3 clusters Score -1918223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -1918228.375000 Penalty: 4984.868652
	Iteration 31Q: 3 clusters Score -1918228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1918235.625000 Penalty: 4984.868652
	Iteration 32Q: 3 clusters Score -1918236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1918237.000000 Penalty: 4984.868652
	Iteration 33Q: 3 clusters Score -1918237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1918237.000000 Penalty: 4984.868652
	Iteration 34F: 3 clusters Score -1918237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Entering Unmasked Estep 
Score: -2729411.750000 Penalty: 2594.395752
	Iteration 0F: 2 clusters Score -2729412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2705542.250000 Penalty: 5188.791504
	Iteration 0F: 3 clusters Score -2705542 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2714261.750000 Penalty: 5188.791504
	Iteration 1F: 3 clusters Score -2714262 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2715080.250000 Penalty: 5188.791504
	Iteration 2Q: 3 clusters Score -2715080 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2716462.250000 Penalty: 5188.791504
	Iteration 3F: 3 clusters Score -2716462 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2718252.750000 Penalty: 5188.791504
	Iteration 4F: 3 clusters Score -2718253 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2720025.750000 Penalty: 5188.791504
	Iteration 5F: 3 clusters Score -2720026 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2721772.750000 Penalty: 5188.791504
	Iteration 6F: 3 clusters Score -2721773 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2723494.250000 Penalty: 5188.791504
	Iteration 7F: 3 clusters Score -2723494 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2725094.500000 Penalty: 5188.791504
	Iteration 8F: 3 clusters Score -2725094 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2726467.000000 Penalty: 5188.791504
	Iteration 9F: 3 clusters Score -2726467 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2727606.500000 Penalty: 5188.791504
	Iteration 10Q: 3 clusters Score -2727606 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2728577.250000 Penalty: 5188.791504
	Iteration 11Q: 3 clusters Score -2728577 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -2729358.750000 Penalty: 5188.791504
	Iteration 12Q: 3 clusters Score -2729359 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2729833.500000 Penalty: 5188.791504
	Iteration 13Q: 3 clusters Score -2729834 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -2730092.750000 Penalty: 5188.791504
	Iteration 14Q: 3 clusters Score -2730093 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -2730276.750000 Penalty: 5188.791504
	Iteration 15Q: 3 clusters Score -2730277 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -2730405.750000 Penalty: 5188.791504
	Iteration 16Q: 3 clusters Score -2730406 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -2730499.000000 Penalty: 5188.791504
	Iteration 17Q: 3 clusters Score -2730499 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -2730590.000000 Penalty: 5188.791504
	Iteration 18Q: 3 clusters Score -2730590 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -2730645.500000 Penalty: 5188.791504
	Iteration 19Q: 3 clusters Score -2730646 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -2730700.500000 Penalty: 5188.791504
	Iteration 20F: 3 clusters Score -2730700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -2730737.500000 Penalty: 5188.791504
	Iteration 21Q: 3 clusters Score -2730738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -2730763.500000 Penalty: 5188.791504
	Iteration 22Q: 3 clusters Score -2730764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -2730784.250000 Penalty: 5188.791504
	Iteration 23Q: 3 clusters Score -2730784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -2730791.000000 Penalty: 5188.791504
	Iteration 24Q: 3 clusters Score -2730791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -2730818.500000 Penalty: 5188.791504
	Iteration 25Q: 3 clusters Score -2730818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -2730824.750000 Penalty: 5188.791504
	Iteration 26Q: 3 clusters Score -2730825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -2730832.500000 Penalty: 5188.791504
	Iteration 27Q: 3 clusters Score -2730832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -2730841.000000 Penalty: 5188.791504
	Iteration 28Q: 3 clusters Score -2730841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -2730843.500000 Penalty: 5188.791504
	Iteration 29Q: 3 clusters Score -2730844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -2730849.500000 Penalty: 5188.791504
	Iteration 30Q: 3 clusters Score -2730850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -2730857.750000 Penalty: 5188.791504
	Iteration 31Q: 3 clusters Score -2730858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -2730859.750000 Penalty: 5188.791504
	Iteration 32Q: 3 clusters Score -2730860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -2730859.250000 Penalty: 5188.791504
	Iteration 33Q: 3 clusters Score -2730859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -2730873.500000 Penalty: 5188.791504
	Iteration 34Q: 3 clusters Score -2730874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -2730868.250000 Penalty: 5188.791504
	Iteration 35Q: 3 clusters Score -2730868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -2730868.000000 Penalty: 5188.791504
	Iteration 36Q: 3 clusters Score -2730868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -2730867.000000 Penalty: 5188.791504
	Iteration 37Q: 3 clusters Score -2730867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -2730874.000000 Penalty: 5188.791504
	Iteration 38Q: 3 clusters Score -2730874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2730873.000000 Penalty: 5188.791504
	Iteration 39Q: 3 clusters Score -2730873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -2730877.250000 Penalty: 5188.791504
	Iteration 40F: 3 clusters Score -2730877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -2730880.000000 Penalty: 5188.791504
	Iteration 41Q: 3 clusters Score -2730880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -2730869.250000 Penalty: 5188.791504
	Iteration 42Q: 3 clusters Score -2730869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -2730875.500000 Penalty: 5188.791504
	Iteration 43Q: 3 clusters Score -2730876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -2730873.250000 Penalty: 5188.791504
	Iteration 44Q: 3 clusters Score -2730873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -2730874.750000 Penalty: 5188.791504
	Iteration 45Q: 3 clusters Score -2730875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -2730874.000000 Penalty: 5188.791504
	Iteration 46Q: 3 clusters Score -2730874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -2730875.000000 Penalty: 5188.791504
	Iteration 47Q: 3 clusters Score -2730875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -2730875.750000 Penalty: 5188.791504
	Iteration 48Q: 3 clusters Score -2730876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -2730873.250000 Penalty: 5188.791504
	Iteration 49Q: 3 clusters Score -2730873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -2730873.250000 Penalty: 5188.791504
	Iteration 50F: 3 clusters Score -2730873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 30972 members 
Mstep: Class 8 contains 45055 members 
Mstep: Class 9 contains 23027 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Entering Unmasked Estep 
Score: -142508000.000000 Penalty: 75074.734375
Splitting cluster 4 changes total score from -142503744.000000 to -142508000.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (64820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Entering Unmasked Estep 
Score: -5362893.000000 Penalty: 2747.683594
	Iteration 0F: 2 clusters Score -5362893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5319445.000000 Penalty: 5495.367188
	Iteration 0F: 3 clusters Score -5319445 nChanged 30210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -5336256.000000 Penalty: 5495.367188
	Iteration 1F: 3 clusters Score -5336256 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -5336859.000000 Penalty: 5495.367188
	Iteration 2Q: 3 clusters Score -5336859 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -5337478.000000 Penalty: 5495.367188
	Iteration 3Q: 3 clusters Score -5337478 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5338101.500000 Penalty: 5495.367188
	Iteration 4Q: 3 clusters Score -5338102 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5339013.000000 Penalty: 5495.367188
	Iteration 5Q: 3 clusters Score -5339013 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5340288.000000 Penalty: 5495.367188
	Iteration 6Q: 3 clusters Score -5340288 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5342308.000000 Penalty: 5495.367188
	Iteration 7F: 3 clusters Score -5342308 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5345302.000000 Penalty: 5495.367188
	Iteration 8F: 3 clusters Score -5345302 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5349307.500000 Penalty: 5495.367188
	Iteration 9F: 3 clusters Score -5349308 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -5353570.000000 Penalty: 5495.367188
	Iteration 10F: 3 clusters Score -5353570 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5357014.000000 Penalty: 5495.367188
	Iteration 11F: 3 clusters Score -5357014 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5358972.500000 Penalty: 5495.367188
	Iteration 12Q: 3 clusters Score -5358972 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5359783.000000 Penalty: 5495.367188
	Iteration 13Q: 3 clusters Score -5359783 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5360078.000000 Penalty: 5495.367188
	Iteration 14Q: 3 clusters Score -5360078 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5360229.000000 Penalty: 5495.367188
	Iteration 15Q: 3 clusters Score -5360229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64558 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5360346.000000 Penalty: 5495.367188
	Iteration 16Q: 3 clusters Score -5360346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5360394.500000 Penalty: 5495.367188
	Iteration 17Q: 3 clusters Score -5360394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5360421.500000 Penalty: 5495.367188
	Iteration 18Q: 3 clusters Score -5360422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5360437.500000 Penalty: 5495.367188
	Iteration 19Q: 3 clusters Score -5360438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5360457.000000 Penalty: 5495.367188
	Iteration 20F: 3 clusters Score -5360457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5360464.500000 Penalty: 5495.367188
	Iteration 21Q: 3 clusters Score -5360464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5360474.000000 Penalty: 5495.367188
	Iteration 22Q: 3 clusters Score -5360474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5360481.000000 Penalty: 5495.367188
	Iteration 23Q: 3 clusters Score -5360481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5360479.500000 Penalty: 5495.367188
	Iteration 24Q: 3 clusters Score -5360480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5360481.000000 Penalty: 5495.367188
	Iteration 25Q: 3 clusters Score -5360481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5360480.000000 Penalty: 5495.367188
	Iteration 26Q: 3 clusters Score -5360480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5360480.000000 Penalty: 5495.367188
	Iteration 27F: 3 clusters Score -5360480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Entering Unmasked Estep 
Score: -2250459.250000 Penalty: 2564.527832
	Iteration 0F: 2 clusters Score -2250459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2229373.750000 Penalty: 5129.055664
	Iteration 0F: 3 clusters Score -2229374 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2237826.500000 Penalty: 5129.055664
	Iteration 1F: 3 clusters Score -2237826 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2239781.750000 Penalty: 5129.055664
	Iteration 2F: 3 clusters Score -2239782 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2242576.250000 Penalty: 5129.055664
	Iteration 3F: 3 clusters Score -2242576 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2245621.500000 Penalty: 5129.055664
	Iteration 4F: 3 clusters Score -2245622 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2247803.000000 Penalty: 5129.055664
	Iteration 5F: 3 clusters Score -2247803 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2249053.250000 Penalty: 5129.055664
	Iteration 6F: 3 clusters Score -2249053 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2249778.000000 Penalty: 5129.055664
	Iteration 7Q: 3 clusters Score -2249778 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2250184.500000 Penalty: 5129.055664
	Iteration 8Q: 3 clusters Score -2250184 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2250452.750000 Penalty: 5129.055664
	Iteration 9Q: 3 clusters Score -2250453 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2250632.750000 Penalty: 5129.055664
	Iteration 10Q: 3 clusters Score -2250633 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2250722.750000 Penalty: 5129.055664
	Iteration 11Q: 3 clusters Score -2250723 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2250795.750000 Penalty: 5129.055664
	Iteration 12Q: 3 clusters Score -2250796 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2250841.250000 Penalty: 5129.055664
	Iteration 13Q: 3 clusters Score -2250841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2250876.750000 Penalty: 5129.055664
	Iteration 14Q: 3 clusters Score -2250877 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2250903.500000 Penalty: 5129.055664
	Iteration 15Q: 3 clusters Score -2250904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2250916.250000 Penalty: 5129.055664
	Iteration 16Q: 3 clusters Score -2250916 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2250932.750000 Penalty: 5129.055664
	Iteration 17Q: 3 clusters Score -2250933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2250947.000000 Penalty: 5129.055664
	Iteration 18Q: 3 clusters Score -2250947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2250959.000000 Penalty: 5129.055664
	Iteration 19Q: 3 clusters Score -2250959 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2250965.500000 Penalty: 5129.055664
	Iteration 20F: 3 clusters Score -2250966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2250967.500000 Penalty: 5129.055664
	Iteration 21Q: 3 clusters Score -2250968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2250977.500000 Penalty: 5129.055664
	Iteration 22Q: 3 clusters Score -2250978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2250988.750000 Penalty: 5129.055664
	Iteration 23Q: 3 clusters Score -2250989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2250995.750000 Penalty: 5129.055664
	Iteration 24Q: 3 clusters Score -2250996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2250995.750000 Penalty: 5129.055664
	Iteration 25Q: 3 clusters Score -2250996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2251016.500000 Penalty: 5129.055664
	Iteration 26Q: 3 clusters Score -2251016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2251018.750000 Penalty: 5129.055664
	Iteration 27Q: 3 clusters Score -2251019 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2251022.750000 Penalty: 5129.055664
	Iteration 28Q: 3 clusters Score -2251023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2251035.500000 Penalty: 5129.055664
	Iteration 29Q: 3 clusters Score -2251036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2251029.750000 Penalty: 5129.055664
	Iteration 30Q: 3 clusters Score -2251030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2251034.500000 Penalty: 5129.055664
	Iteration 31Q: 3 clusters Score -2251034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2251042.500000 Penalty: 5129.055664
	Iteration 32Q: 3 clusters Score -2251042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2251046.500000 Penalty: 5129.055664
	Iteration 33Q: 3 clusters Score -2251046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2251049.000000 Penalty: 5129.055664
	Iteration 34Q: 3 clusters Score -2251049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2251053.750000 Penalty: 5129.055664
	Iteration 35Q: 3 clusters Score -2251054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2251059.750000 Penalty: 5129.055664
	Iteration 36Q: 3 clusters Score -2251060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2251057.000000 Penalty: 5129.055664
	Iteration 37Q: 3 clusters Score -2251057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2251067.500000 Penalty: 5129.055664
	Iteration 38Q: 3 clusters Score -2251068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2251074.000000 Penalty: 5129.055664
	Iteration 39Q: 3 clusters Score -2251074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2251072.500000 Penalty: 5129.055664
	Iteration 40F: 3 clusters Score -2251072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2251069.250000 Penalty: 5129.055664
	Iteration 41Q: 3 clusters Score -2251069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2251070.750000 Penalty: 5129.055664
	Iteration 42Q: 3 clusters Score -2251071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2251074.000000 Penalty: 5129.055664
	Iteration 43Q: 3 clusters Score -2251074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2251077.250000 Penalty: 5129.055664
	Iteration 44Q: 3 clusters Score -2251077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2251076.250000 Penalty: 5129.055664
	Iteration 45Q: 3 clusters Score -2251076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2251079.500000 Penalty: 5129.055664
	Iteration 46Q: 3 clusters Score -2251080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2251082.500000 Penalty: 5129.055664
	Iteration 47Q: 3 clusters Score -2251082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2251080.000000 Penalty: 5129.055664
	Iteration 48Q: 3 clusters Score -2251080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2251085.000000 Penalty: 5129.055664
	Iteration 49Q: 3 clusters Score -2251085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2251085.750000 Penalty: 5129.055664
	Iteration 50Q: 3 clusters Score -2251086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2251084.250000 Penalty: 5129.055664
	Iteration 51Q: 3 clusters Score -2251084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2251086.000000 Penalty: 5129.055664
	Iteration 52Q: 3 clusters Score -2251086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2251081.000000 Penalty: 5129.055664
	Iteration 53Q: 3 clusters Score -2251081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2251079.500000 Penalty: 5129.055664
	Iteration 54Q: 3 clusters Score -2251080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2251080.500000 Penalty: 5129.055664
	Iteration 55Q: 3 clusters Score -2251080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2251080.500000 Penalty: 5129.055664
	Iteration 56F: 3 clusters Score -2251080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 45055 members 
Mstep: Class 9 contains 23027 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Entering Unmasked Estep 
Score: -142507408.000000 Penalty: 78649.726562
Splitting cluster 7 changes total score from -142503744.000000 to -142507408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (45055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Entering Unmasked Estep 
Score: -3463692.250000 Penalty: 2657.478516
	Iteration 0F: 2 clusters Score -3463692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3433352.750000 Penalty: 5314.957031
	Iteration 0F: 3 clusters Score -3433353 nChanged 20759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3445383.000000 Penalty: 5314.957031
	Iteration 1F: 3 clusters Score -3445383 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3447006.000000 Penalty: 5314.957031
	Iteration 2F: 3 clusters Score -3447006 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3449369.500000 Penalty: 5314.957031
	Iteration 3F: 3 clusters Score -3449370 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3452336.750000 Penalty: 5314.957031
	Iteration 4F: 3 clusters Score -3452337 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3455885.000000 Penalty: 5314.957031
	Iteration 5F: 3 clusters Score -3455885 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3459589.500000 Penalty: 5314.957031
	Iteration 6F: 3 clusters Score -3459590 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3462799.750000 Penalty: 5314.957031
	Iteration 7F: 3 clusters Score -3462800 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3464924.750000 Penalty: 5314.957031
	Iteration 8F: 3 clusters Score -3464925 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3466189.000000 Penalty: 5314.957031
	Iteration 9Q: 3 clusters Score -3466189 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3466950.750000 Penalty: 5314.957031
	Iteration 10Q: 3 clusters Score -3466951 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3467436.000000 Penalty: 5314.957031
	Iteration 11Q: 3 clusters Score -3467436 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3467733.000000 Penalty: 5314.957031
	Iteration 12Q: 3 clusters Score -3467733 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3467879.000000 Penalty: 5314.957031
	Iteration 13Q: 3 clusters Score -3467879 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3467991.250000 Penalty: 5314.957031
	Iteration 14Q: 3 clusters Score -3467991 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3468076.500000 Penalty: 5314.957031
	Iteration 15Q: 3 clusters Score -3468076 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3468141.000000 Penalty: 5314.957031
	Iteration 16Q: 3 clusters Score -3468141 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -3468194.500000 Penalty: 5314.957031
	Iteration 17Q: 3 clusters Score -3468194 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3468230.750000 Penalty: 5314.957031
	Iteration 18Q: 3 clusters Score -3468231 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3468266.000000 Penalty: 5314.957031
	Iteration 19Q: 3 clusters Score -3468266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3468307.000000 Penalty: 5314.957031
	Iteration 20F: 3 clusters Score -3468307 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3468335.000000 Penalty: 5314.957031
	Iteration 21Q: 3 clusters Score -3468335 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3468348.250000 Penalty: 5314.957031
	Iteration 22Q: 3 clusters Score -3468348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3468372.500000 Penalty: 5314.957031
	Iteration 23Q: 3 clusters Score -3468372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3468402.250000 Penalty: 5314.957031
	Iteration 24Q: 3 clusters Score -3468402 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3468411.750000 Penalty: 5314.957031
	Iteration 25Q: 3 clusters Score -3468412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3468429.250000 Penalty: 5314.957031
	Iteration 26Q: 3 clusters Score -3468429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3468434.250000 Penalty: 5314.957031
	Iteration 27Q: 3 clusters Score -3468434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3468443.500000 Penalty: 5314.957031
	Iteration 28Q: 3 clusters Score -3468444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3468471.000000 Penalty: 5314.957031
	Iteration 29Q: 3 clusters Score -3468471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3468478.500000 Penalty: 5314.957031
	Iteration 30Q: 3 clusters Score -3468478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3468495.750000 Penalty: 5314.957031
	Iteration 31Q: 3 clusters Score -3468496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3468524.250000 Penalty: 5314.957031
	Iteration 32Q: 3 clusters Score -3468524 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3468552.500000 Penalty: 5314.957031
	Iteration 33Q: 3 clusters Score -3468552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3468554.750000 Penalty: 5314.957031
	Iteration 34Q: 3 clusters Score -3468555 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3468574.000000 Penalty: 5314.957031
	Iteration 35Q: 3 clusters Score -3468574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3468582.250000 Penalty: 5314.957031
	Iteration 36Q: 3 clusters Score -3468582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3468592.500000 Penalty: 5314.957031
	Iteration 37Q: 3 clusters Score -3468592 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3468608.250000 Penalty: 5314.957031
	Iteration 38Q: 3 clusters Score -3468608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3468627.250000 Penalty: 5314.957031
	Iteration 39Q: 3 clusters Score -3468627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3468626.500000 Penalty: 5314.957031
	Iteration 40F: 3 clusters Score -3468626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3468631.000000 Penalty: 5314.957031
	Iteration 41Q: 3 clusters Score -3468631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3468629.250000 Penalty: 5314.957031
	Iteration 42Q: 3 clusters Score -3468629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3468629.750000 Penalty: 5314.957031
	Iteration 43Q: 3 clusters Score -3468630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3468632.500000 Penalty: 5314.957031
	Iteration 44Q: 3 clusters Score -3468632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3468621.750000 Penalty: 5314.957031
	Iteration 45Q: 3 clusters Score -3468622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3468624.000000 Penalty: 5314.957031
	Iteration 46Q: 3 clusters Score -3468624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3468632.750000 Penalty: 5314.957031
	Iteration 47Q: 3 clusters Score -3468633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3468624.750000 Penalty: 5314.957031
	Iteration 48Q: 3 clusters Score -3468625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3468646.000000 Penalty: 5314.957031
	Iteration 49Q: 3 clusters Score -3468646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3468644.000000 Penalty: 5314.957031
	Iteration 50Q: 3 clusters Score -3468644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3468641.250000 Penalty: 5314.957031
	Iteration 51Q: 3 clusters Score -3468641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3468651.000000 Penalty: 5314.957031
	Iteration 52Q: 3 clusters Score -3468651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3468652.500000 Penalty: 5314.957031
	Iteration 53Q: 3 clusters Score -3468652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3468656.000000 Penalty: 5314.957031
	Iteration 54Q: 3 clusters Score -3468656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3468655.750000 Penalty: 5314.957031
	Iteration 55Q: 3 clusters Score -3468656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3468667.000000 Penalty: 5314.957031
	Iteration 56Q: 3 clusters Score -3468667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3468663.750000 Penalty: 5314.957031
	Iteration 57Q: 3 clusters Score -3468664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3468659.000000 Penalty: 5314.957031
	Iteration 58Q: 3 clusters Score -3468659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3468663.250000 Penalty: 5314.957031
	Iteration 59Q: 3 clusters Score -3468663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3468657.750000 Penalty: 5314.957031
	Iteration 60F: 3 clusters Score -3468658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3468666.000000 Penalty: 5314.957031
	Iteration 61Q: 3 clusters Score -3468666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3468670.000000 Penalty: 5314.957031
	Iteration 62Q: 3 clusters Score -3468670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3468670.000000 Penalty: 5314.957031
	Iteration 63Q: 3 clusters Score -3468670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3468669.000000 Penalty: 5314.957031
	Iteration 64Q: 3 clusters Score -3468669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3468668.250000 Penalty: 5314.957031
	Iteration 65Q: 3 clusters Score -3468668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3468668.750000 Penalty: 5314.957031
	Iteration 66Q: 3 clusters Score -3468669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3468668.250000 Penalty: 5314.957031
	Iteration 67Q: 3 clusters Score -3468668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3468667.750000 Penalty: 5314.957031
	Iteration 68Q: 3 clusters Score -3468668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3468664.750000 Penalty: 5314.957031
	Iteration 69Q: 3 clusters Score -3468665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -3468660.250000 Penalty: 5314.957031
	Iteration 70Q: 3 clusters Score -3468660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3468672.500000 Penalty: 5314.957031
	Iteration 71Q: 3 clusters Score -3468672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3468669.500000 Penalty: 5314.957031
	Iteration 72Q: 3 clusters Score -3468670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3468670.500000 Penalty: 5314.957031
	Iteration 73Q: 3 clusters Score -3468670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3468666.250000 Penalty: 5314.957031
	Iteration 74Q: 3 clusters Score -3468666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3468665.250000 Penalty: 5314.957031
	Iteration 75Q: 3 clusters Score -3468665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3468667.500000 Penalty: 5314.957031
	Iteration 76Q: 3 clusters Score -3468668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3468669.750000 Penalty: 5314.957031
	Iteration 77Q: 3 clusters Score -3468670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3468667.750000 Penalty: 5314.957031
	Iteration 78Q: 3 clusters Score -3468668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3468666.250000 Penalty: 5314.957031
	Iteration 79Q: 3 clusters Score -3468666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3468668.000000 Penalty: 5314.957031
	Iteration 80F: 3 clusters Score -3468668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3468667.000000 Penalty: 5314.957031
	Iteration 81Q: 3 clusters Score -3468667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3468667.000000 Penalty: 5314.957031
	Iteration 82F: 3 clusters Score -3468667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 23027 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Entering Unmasked Estep 
Score: -142511600.000000 Penalty: 82224.710938
Splitting cluster 8 changes total score from -142503744.000000 to -142511600.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (23027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Entering Unmasked Estep 
Score: -1812121.000000 Penalty: 2491.016846
	Iteration 0F: 2 clusters Score -1812121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1796236.625000 Penalty: 4982.033691
	Iteration 0F: 3 clusters Score -1796237 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1803242.500000 Penalty: 4982.033691
	Iteration 1F: 3 clusters Score -1803242 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1805549.875000 Penalty: 4982.033691
	Iteration 2F: 3 clusters Score -1805550 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1808216.000000 Penalty: 4982.033691
	Iteration 3F: 3 clusters Score -1808216 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1810618.000000 Penalty: 4982.033691
	Iteration 4F: 3 clusters Score -1810618 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1812078.250000 Penalty: 4982.033691
	Iteration 5F: 3 clusters Score -1812078 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1812921.500000 Penalty: 4982.033691
	Iteration 6Q: 3 clusters Score -1812922 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -1813353.500000 Penalty: 4982.033691
	Iteration 7Q: 3 clusters Score -1813354 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1813600.875000 Penalty: 4982.033691
	Iteration 8Q: 3 clusters Score -1813601 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1813755.625000 Penalty: 4982.033691
	Iteration 9Q: 3 clusters Score -1813756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -1813869.000000 Penalty: 4982.033691
	Iteration 10Q: 3 clusters Score -1813869 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1813955.250000 Penalty: 4982.033691
	Iteration 11Q: 3 clusters Score -1813955 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1814011.875000 Penalty: 4982.033691
	Iteration 12Q: 3 clusters Score -1814012 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1814052.750000 Penalty: 4982.033691
	Iteration 13Q: 3 clusters Score -1814053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -1814083.625000 Penalty: 4982.033691
	Iteration 14Q: 3 clusters Score -1814084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1814097.625000 Penalty: 4982.033691
	Iteration 15Q: 3 clusters Score -1814098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -1814108.125000 Penalty: 4982.033691
	Iteration 16Q: 3 clusters Score -1814108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1814120.375000 Penalty: 4982.033691
	Iteration 17Q: 3 clusters Score -1814120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -1814129.625000 Penalty: 4982.033691
	Iteration 18Q: 3 clusters Score -1814130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1814146.125000 Penalty: 4982.033691
	Iteration 19Q: 3 clusters Score -1814146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -1814159.250000 Penalty: 4982.033691
	Iteration 20F: 3 clusters Score -1814159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1814159.000000 Penalty: 4982.033691
	Iteration 21Q: 3 clusters Score -1814159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -1814165.625000 Penalty: 4982.033691
	Iteration 22Q: 3 clusters Score -1814166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1814165.250000 Penalty: 4982.033691
	Iteration 23Q: 3 clusters Score -1814165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -1814164.750000 Penalty: 4982.033691
	Iteration 24Q: 3 clusters Score -1814165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1814166.875000 Penalty: 4982.033691
	Iteration 25Q: 3 clusters Score -1814167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -1814169.750000 Penalty: 4982.033691
	Iteration 26Q: 3 clusters Score -1814170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1814171.250000 Penalty: 4982.033691
	Iteration 27Q: 3 clusters Score -1814171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -1814172.750000 Penalty: 4982.033691
	Iteration 28Q: 3 clusters Score -1814173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1814173.000000 Penalty: 4982.033691
	Iteration 29Q: 3 clusters Score -1814173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -1814177.625000 Penalty: 4982.033691
	Iteration 30Q: 3 clusters Score -1814178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1814178.375000 Penalty: 4982.033691
	Iteration 31Q: 3 clusters Score -1814178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -1814183.250000 Penalty: 4982.033691
	Iteration 32Q: 3 clusters Score -1814183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -1814184.750000 Penalty: 4982.033691
	Iteration 33Q: 3 clusters Score -1814185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -1814185.125000 Penalty: 4982.033691
	Iteration 34Q: 3 clusters Score -1814185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1814189.875000 Penalty: 4982.033691
	Iteration 35Q: 3 clusters Score -1814190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -1814189.000000 Penalty: 4982.033691
	Iteration 36Q: 3 clusters Score -1814189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1814182.875000 Penalty: 4982.033691
	Iteration 37Q: 3 clusters Score -1814183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -1814183.500000 Penalty: 4982.033691
	Iteration 38Q: 3 clusters Score -1814184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -1814184.500000 Penalty: 4982.033691
	Iteration 39Q: 3 clusters Score -1814184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -1814189.125000 Penalty: 4982.033691
	Iteration 40F: 3 clusters Score -1814189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1814189.375000 Penalty: 4982.033691
	Iteration 41Q: 3 clusters Score -1814189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -1814191.000000 Penalty: 4982.033691
	Iteration 42Q: 3 clusters Score -1814191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -1814195.750000 Penalty: 4982.033691
	Iteration 43Q: 3 clusters Score -1814196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1814197.000000 Penalty: 4982.033691
	Iteration 44Q: 3 clusters Score -1814197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1814196.750000 Penalty: 4982.033691
	Iteration 45Q: 3 clusters Score -1814197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -1814195.750000 Penalty: 4982.033691
	Iteration 46Q: 3 clusters Score -1814196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1814195.500000 Penalty: 4982.033691
	Iteration 47Q: 3 clusters Score -1814196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -1814194.500000 Penalty: 4982.033691
	Iteration 48Q: 3 clusters Score -1814194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1814194.875000 Penalty: 4982.033691
	Iteration 49Q: 3 clusters Score -1814195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1814194.875000 Penalty: 4982.033691
	Iteration 50F: 3 clusters Score -1814195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 21289 members 
Entering Unmasked Estep 
Score: -142512304.000000 Penalty: 85799.695312
Splitting cluster 9 changes total score from -142503744.000000 to -142512304.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (48087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Entering Unmasked Estep 
Score: -3968420.000000 Penalty: 2673.630371
	Iteration 0F: 2 clusters Score -3968420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3936038.250000 Penalty: 5347.260742
	Iteration 0F: 3 clusters Score -3936038 nChanged 22265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3948727.750000 Penalty: 5347.260742
	Iteration 1F: 3 clusters Score -3948728 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3950141.500000 Penalty: 5347.260742
	Iteration 2F: 3 clusters Score -3950142 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3952161.250000 Penalty: 5347.260742
	Iteration 3F: 3 clusters Score -3952161 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3954962.000000 Penalty: 5347.260742
	Iteration 4F: 3 clusters Score -3954962 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3958319.000000 Penalty: 5347.260742
	Iteration 5F: 3 clusters Score -3958319 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3961468.250000 Penalty: 5347.260742
	Iteration 6F: 3 clusters Score -3961468 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3963717.000000 Penalty: 5347.260742
	Iteration 7Q: 3 clusters Score -3963717 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3964890.250000 Penalty: 5347.260742
	Iteration 8Q: 3 clusters Score -3964890 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3965456.250000 Penalty: 5347.260742
	Iteration 9Q: 3 clusters Score -3965456 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3965750.000000 Penalty: 5347.260742
	Iteration 10Q: 3 clusters Score -3965750 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3965956.250000 Penalty: 5347.260742
	Iteration 11Q: 3 clusters Score -3965956 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3966102.500000 Penalty: 5347.260742
	Iteration 12Q: 3 clusters Score -3966102 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3966228.500000 Penalty: 5347.260742
	Iteration 13Q: 3 clusters Score -3966228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3966339.500000 Penalty: 5347.260742
	Iteration 14Q: 3 clusters Score -3966340 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3966406.250000 Penalty: 5347.260742
	Iteration 15Q: 3 clusters Score -3966406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3966476.750000 Penalty: 5347.260742
	Iteration 16Q: 3 clusters Score -3966477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3966525.250000 Penalty: 5347.260742
	Iteration 17Q: 3 clusters Score -3966525 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3966569.500000 Penalty: 5347.260742
	Iteration 18Q: 3 clusters Score -3966570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3966590.250000 Penalty: 5347.260742
	Iteration 19Q: 3 clusters Score -3966590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3966608.000000 Penalty: 5347.260742
	Iteration 20F: 3 clusters Score -3966608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3966636.500000 Penalty: 5347.260742
	Iteration 21Q: 3 clusters Score -3966636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3966660.000000 Penalty: 5347.260742
	Iteration 22Q: 3 clusters Score -3966660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3966669.750000 Penalty: 5347.260742
	Iteration 23Q: 3 clusters Score -3966670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3966684.500000 Penalty: 5347.260742
	Iteration 24Q: 3 clusters Score -3966684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3966694.000000 Penalty: 5347.260742
	Iteration 25Q: 3 clusters Score -3966694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3966697.750000 Penalty: 5347.260742
	Iteration 26Q: 3 clusters Score -3966698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3966712.000000 Penalty: 5347.260742
	Iteration 27Q: 3 clusters Score -3966712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3966717.250000 Penalty: 5347.260742
	Iteration 28Q: 3 clusters Score -3966717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3966724.750000 Penalty: 5347.260742
	Iteration 29Q: 3 clusters Score -3966725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3966724.250000 Penalty: 5347.260742
	Iteration 30Q: 3 clusters Score -3966724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3966720.500000 Penalty: 5347.260742
	Iteration 31Q: 3 clusters Score -3966720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3966727.250000 Penalty: 5347.260742
	Iteration 32Q: 3 clusters Score -3966727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3966737.500000 Penalty: 5347.260742
	Iteration 33Q: 3 clusters Score -3966738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3966744.500000 Penalty: 5347.260742
	Iteration 34Q: 3 clusters Score -3966744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3966747.750000 Penalty: 5347.260742
	Iteration 35Q: 3 clusters Score -3966748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3966751.500000 Penalty: 5347.260742
	Iteration 36Q: 3 clusters Score -3966752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3966751.250000 Penalty: 5347.260742
	Iteration 37Q: 3 clusters Score -3966751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3966752.750000 Penalty: 5347.260742
	Iteration 38Q: 3 clusters Score -3966753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3966750.500000 Penalty: 5347.260742
	Iteration 39Q: 3 clusters Score -3966750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3966761.250000 Penalty: 5347.260742
	Iteration 40F: 3 clusters Score -3966761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3966771.000000 Penalty: 5347.260742
	Iteration 41Q: 3 clusters Score -3966771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3966767.500000 Penalty: 5347.260742
	Iteration 42Q: 3 clusters Score -3966768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3966764.000000 Penalty: 5347.260742
	Iteration 43Q: 3 clusters Score -3966764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3966766.750000 Penalty: 5347.260742
	Iteration 44Q: 3 clusters Score -3966767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3966763.250000 Penalty: 5347.260742
	Iteration 45Q: 3 clusters Score -3966763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3966762.750000 Penalty: 5347.260742
	Iteration 46Q: 3 clusters Score -3966763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3966762.750000 Penalty: 5347.260742
	Iteration 47F: 3 clusters Score -3966763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (413198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413198 members 
Entering Unmasked Estep 
Score: -33958800.000000 Penalty: 3207.057373
	Iteration 0F: 2 clusters Score -3.39588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206831 members 
Mstep: Class 2 contains 206367 members 
Entering Unmasked Estep 
Score: -33680000.000000 Penalty: 6414.114746
	Iteration 0F: 3 clusters Score -3.368e+07 nChanged 201016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212937 members 
Mstep: Class 2 contains 200261 members 
Entering Unmasked Estep 
Score: -33798424.000000 Penalty: 6414.114746
	Iteration 1F: 3 clusters Score -3.379842e+07 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217015 members 
Mstep: Class 2 contains 196183 members 
Entering Unmasked Estep 
Score: -33799564.000000 Penalty: 6414.114746
	Iteration 2Q: 3 clusters Score -3.379956e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223535 members 
Mstep: Class 2 contains 189663 members 
Entering Unmasked Estep 
Score: -33801240.000000 Penalty: 6414.114746
	Iteration 3Q: 3 clusters Score -3.380124e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233596 members 
Mstep: Class 2 contains 179602 members 
Entering Unmasked Estep 
Score: -33804432.000000 Penalty: 6414.114746
	Iteration 4Q: 3 clusters Score -3.380443e+07 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249240 members 
Mstep: Class 2 contains 163958 members 
Entering Unmasked Estep 
Score: -33810928.000000 Penalty: 6414.114746
	Iteration 5Q: 3 clusters Score -3.381093e+07 nChanged 24046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272964 members 
Mstep: Class 2 contains 140234 members 
Entering Unmasked Estep 
Score: -33824108.000000 Penalty: 6414.114746
	Iteration 6F: 3 clusters Score -3.382411e+07 nChanged 33400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306286 members 
Mstep: Class 2 contains 106912 members 
Entering Unmasked Estep 
Score: -33849376.000000 Penalty: 6414.114746
	Iteration 7F: 3 clusters Score -3.384938e+07 nChanged 40004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346266 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -33887104.000000 Penalty: 6414.114746
	Iteration 8F: 3 clusters Score -3.38871e+07 nChanged 35848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382108 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -33924500.000000 Penalty: 6414.114746
	Iteration 9F: 3 clusters Score -3.39245e+07 nChanged 21079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403185 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -33946384.000000 Penalty: 6414.114746
	Iteration 10F: 3 clusters Score -3.394638e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410671 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -33953508.000000 Penalty: 6414.114746
	Iteration 11Q: 3 clusters Score -3.395351e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412491 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -33955344.000000 Penalty: 6414.114746
	Iteration 12Q: 3 clusters Score -3.395534e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412867 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -33955720.000000 Penalty: 6414.114746
	Iteration 13Q: 3 clusters Score -3.395572e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412958 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33955840.000000 Penalty: 6414.114746
	Iteration 14Q: 3 clusters Score -3.395584e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412977 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33955948.000000 Penalty: 6414.114746
	Iteration 15Q: 3 clusters Score -3.395595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412987 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33955980.000000 Penalty: 6414.114746
	Iteration 16Q: 3 clusters Score -3.395598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412987 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33955992.000000 Penalty: 6414.114746
	Iteration 17Q: 3 clusters Score -3.395599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412987 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33956024.000000 Penalty: 6414.114746
	Iteration 18Q: 3 clusters Score -3.395602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412990 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33956040.000000 Penalty: 6414.114746
	Iteration 19Q: 3 clusters Score -3.395604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412992 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33956040.000000 Penalty: 6414.114746
	Iteration 20F: 3 clusters Score -3.395604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412993 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33956044.000000 Penalty: 6414.114746
	Iteration 21Q: 3 clusters Score -3.395604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412993 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33956044.000000 Penalty: 6414.114746
	Iteration 22F: 3 clusters Score -3.395604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Entering Unmasked Estep 
Score: -430720.656250 Penalty: 2144.845947
	Iteration 0F: 2 clusters Score -430720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -425792.781250 Penalty: 4289.691895
	Iteration 0F: 3 clusters Score -425792.8 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -427099.687500 Penalty: 4289.691895
	Iteration 1F: 3 clusters Score -427099.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -427528.187500 Penalty: 4289.691895
	Iteration 2F: 3 clusters Score -427528.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -428055.156250 Penalty: 4289.691895
	Iteration 3F: 3 clusters Score -428055.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -428955.281250 Penalty: 4289.691895
	Iteration 4F: 3 clusters Score -428955.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -430303.750000 Penalty: 4289.691895
	Iteration 5F: 3 clusters Score -430303.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -431178.500000 Penalty: 4289.691895
	Iteration 6F: 3 clusters Score -431178.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -431536.500000 Penalty: 4289.691895
	Iteration 7F: 3 clusters Score -431536.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -431676.656250 Penalty: 4289.691895
	Iteration 8Q: 3 clusters Score -431676.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -431749.062500 Penalty: 4289.691895
	Iteration 9Q: 3 clusters Score -431749.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -431801.500000 Penalty: 4289.691895
	Iteration 10Q: 3 clusters Score -431801.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -431836.218750 Penalty: 4289.691895
	Iteration 11Q: 3 clusters Score -431836.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -431873.312500 Penalty: 4289.691895
	Iteration 12Q: 3 clusters Score -431873.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -431919.093750 Penalty: 4289.691895
	Iteration 13Q: 3 clusters Score -431919.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -432000.968750 Penalty: 4289.691895
	Iteration 14Q: 3 clusters Score -432001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -432055.125000 Penalty: 4289.691895
	Iteration 15Q: 3 clusters Score -432055.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -432071.625000 Penalty: 4289.691895
	Iteration 16Q: 3 clusters Score -432071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -432074.093750 Penalty: 4289.691895
	Iteration 17Q: 3 clusters Score -432074.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -432075.718750 Penalty: 4289.691895
	Iteration 18Q: 3 clusters Score -432075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -432077.718750 Penalty: 4289.691895
	Iteration 19Q: 3 clusters Score -432077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -432078.312500 Penalty: 4289.691895
	Iteration 20F: 3 clusters Score -432078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -432078.406250 Penalty: 4289.691895
	Iteration 21Q: 3 clusters Score -432078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -432078.406250 Penalty: 4289.691895
	Iteration 22F: 3 clusters Score -432078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 21289 members 
Mstep: Class 25 contains 4170 members 
Entering Unmasked Estep 
Score: -142512288.000000 Penalty: 89374.687500
Splitting cluster 12 changes total score from -142503744.000000 to -142512288.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (24233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Entering Unmasked Estep 
Score: -1906649.625000 Penalty: 2503.676758
	Iteration 0F: 2 clusters Score -1906650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1889961.750000 Penalty: 5007.353516
	Iteration 0F: 3 clusters Score -1889962 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1895850.750000 Penalty: 5007.353516
	Iteration 1F: 3 clusters Score -1895851 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1896382.000000 Penalty: 5007.353516
	Iteration 2F: 3 clusters Score -1896382 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1896810.000000 Penalty: 5007.353516
	Iteration 3Q: 3 clusters Score -1896810 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1897288.375000 Penalty: 5007.353516
	Iteration 4Q: 3 clusters Score -1897288 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1897831.500000 Penalty: 5007.353516
	Iteration 5Q: 3 clusters Score -1897832 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1898503.375000 Penalty: 5007.353516
	Iteration 6Q: 3 clusters Score -1898503 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1899286.125000 Penalty: 5007.353516
	Iteration 7Q: 3 clusters Score -1899286 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1900259.625000 Penalty: 5007.353516
	Iteration 8F: 3 clusters Score -1900260 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1901298.625000 Penalty: 5007.353516
	Iteration 9F: 3 clusters Score -1901299 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1902084.875000 Penalty: 5007.353516
	Iteration 10Q: 3 clusters Score -1902085 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1902608.875000 Penalty: 5007.353516
	Iteration 11Q: 3 clusters Score -1902609 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1902962.375000 Penalty: 5007.353516
	Iteration 12Q: 3 clusters Score -1902962 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1903228.375000 Penalty: 5007.353516
	Iteration 13Q: 3 clusters Score -1903228 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1903466.250000 Penalty: 5007.353516
	Iteration 14Q: 3 clusters Score -1903466 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1903701.250000 Penalty: 5007.353516
	Iteration 15Q: 3 clusters Score -1903701 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1903948.375000 Penalty: 5007.353516
	Iteration 16Q: 3 clusters Score -1903948 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1904169.125000 Penalty: 5007.353516
	Iteration 17Q: 3 clusters Score -1904169 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1904426.625000 Penalty: 5007.353516
	Iteration 18Q: 3 clusters Score -1904427 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1904648.250000 Penalty: 5007.353516
	Iteration 19Q: 3 clusters Score -1904648 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1904841.875000 Penalty: 5007.353516
	Iteration 20F: 3 clusters Score -1904842 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1905030.625000 Penalty: 5007.353516
	Iteration 21Q: 3 clusters Score -1905031 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1905206.500000 Penalty: 5007.353516
	Iteration 22Q: 3 clusters Score -1905206 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1905320.375000 Penalty: 5007.353516
	Iteration 23Q: 3 clusters Score -1905320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1905423.250000 Penalty: 5007.353516
	Iteration 24Q: 3 clusters Score -1905423 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1905488.750000 Penalty: 5007.353516
	Iteration 25Q: 3 clusters Score -1905489 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1905541.750000 Penalty: 5007.353516
	Iteration 26Q: 3 clusters Score -1905542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1905560.500000 Penalty: 5007.353516
	Iteration 27Q: 3 clusters Score -1905560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1905585.500000 Penalty: 5007.353516
	Iteration 28Q: 3 clusters Score -1905586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1905608.375000 Penalty: 5007.353516
	Iteration 29Q: 3 clusters Score -1905608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1905629.750000 Penalty: 5007.353516
	Iteration 30Q: 3 clusters Score -1905630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1905641.375000 Penalty: 5007.353516
	Iteration 31Q: 3 clusters Score -1905641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1905656.625000 Penalty: 5007.353516
	Iteration 32Q: 3 clusters Score -1905657 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1905669.500000 Penalty: 5007.353516
	Iteration 33Q: 3 clusters Score -1905670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1905705.750000 Penalty: 5007.353516
	Iteration 34Q: 3 clusters Score -1905706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1905715.500000 Penalty: 5007.353516
	Iteration 35Q: 3 clusters Score -1905716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1905730.125000 Penalty: 5007.353516
	Iteration 36Q: 3 clusters Score -1905730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1905730.625000 Penalty: 5007.353516
	Iteration 37Q: 3 clusters Score -1905731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1905736.125000 Penalty: 5007.353516
	Iteration 38Q: 3 clusters Score -1905736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1905736.750000 Penalty: 5007.353516
	Iteration 39Q: 3 clusters Score -1905737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1905743.500000 Penalty: 5007.353516
	Iteration 40F: 3 clusters Score -1905744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1905747.625000 Penalty: 5007.353516
	Iteration 41Q: 3 clusters Score -1905748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1905750.000000 Penalty: 5007.353516
	Iteration 42Q: 3 clusters Score -1905750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1905748.250000 Penalty: 5007.353516
	Iteration 43Q: 3 clusters Score -1905748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1905753.875000 Penalty: 5007.353516
	Iteration 44Q: 3 clusters Score -1905754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1905752.500000 Penalty: 5007.353516
	Iteration 45Q: 3 clusters Score -1905752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1905753.000000 Penalty: 5007.353516
	Iteration 46Q: 3 clusters Score -1905753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1905760.375000 Penalty: 5007.353516
	Iteration 47Q: 3 clusters Score -1905760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1905759.750000 Penalty: 5007.353516
	Iteration 48Q: 3 clusters Score -1905760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1905763.000000 Penalty: 5007.353516
	Iteration 49Q: 3 clusters Score -1905763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1905766.375000 Penalty: 5007.353516
	Iteration 50Q: 3 clusters Score -1905766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1905766.000000 Penalty: 5007.353516
	Iteration 51Q: 3 clusters Score -1905766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1905773.750000 Penalty: 5007.353516
	Iteration 52Q: 3 clusters Score -1905774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1905773.625000 Penalty: 5007.353516
	Iteration 53Q: 3 clusters Score -1905774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1905773.250000 Penalty: 5007.353516
	Iteration 54Q: 3 clusters Score -1905773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1905778.250000 Penalty: 5007.353516
	Iteration 55Q: 3 clusters Score -1905778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1905775.000000 Penalty: 5007.353516
	Iteration 56Q: 3 clusters Score -1905775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1905776.000000 Penalty: 5007.353516
	Iteration 57Q: 3 clusters Score -1905776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1905776.625000 Penalty: 5007.353516
	Iteration 58Q: 3 clusters Score -1905777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1905776.750000 Penalty: 5007.353516
	Iteration 59Q: 3 clusters Score -1905777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1905775.500000 Penalty: 5007.353516
	Iteration 60F: 3 clusters Score -1905776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1905774.500000 Penalty: 5007.353516
	Iteration 61Q: 3 clusters Score -1905774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1905775.500000 Penalty: 5007.353516
	Iteration 62Q: 3 clusters Score -1905776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1905780.000000 Penalty: 5007.353516
	Iteration 63Q: 3 clusters Score -1905780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1905784.500000 Penalty: 5007.353516
	Iteration 64Q: 3 clusters Score -1905784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1905783.375000 Penalty: 5007.353516
	Iteration 65Q: 3 clusters Score -1905783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1905784.250000 Penalty: 5007.353516
	Iteration 66Q: 3 clusters Score -1905784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1905785.500000 Penalty: 5007.353516
	Iteration 67Q: 3 clusters Score -1905786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1905785.625000 Penalty: 5007.353516
	Iteration 68Q: 3 clusters Score -1905786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1905783.125000 Penalty: 5007.353516
	Iteration 69Q: 3 clusters Score -1905783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1905782.875000 Penalty: 5007.353516
	Iteration 70Q: 3 clusters Score -1905783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1905782.875000 Penalty: 5007.353516
	Iteration 71F: 3 clusters Score -1905783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Entering Unmasked Estep 
Score: -3712092.500000 Penalty: 2662.399902
	Iteration 0F: 2 clusters Score -3712092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3681194.750000 Penalty: 5324.799805
	Iteration 0F: 3 clusters Score -3681195 nChanged 21013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3693025.750000 Penalty: 5324.799805
	Iteration 1F: 3 clusters Score -3693026 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3693981.000000 Penalty: 5324.799805
	Iteration 2Q: 3 clusters Score -3693981 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3695204.750000 Penalty: 5324.799805
	Iteration 3F: 3 clusters Score -3695205 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3696810.750000 Penalty: 5324.799805
	Iteration 4F: 3 clusters Score -3696811 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3698889.250000 Penalty: 5324.799805
	Iteration 5F: 3 clusters Score -3698889 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -3701440.500000 Penalty: 5324.799805
	Iteration 6F: 3 clusters Score -3701440 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -3704266.500000 Penalty: 5324.799805
	Iteration 7F: 3 clusters Score -3704266 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -3706790.250000 Penalty: 5324.799805
	Iteration 8F: 3 clusters Score -3706790 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -3708515.000000 Penalty: 5324.799805
	Iteration 9Q: 3 clusters Score -3708515 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -3709412.250000 Penalty: 5324.799805
	Iteration 10Q: 3 clusters Score -3709412 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -3709824.750000 Penalty: 5324.799805
	Iteration 11Q: 3 clusters Score -3709825 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -3710022.000000 Penalty: 5324.799805
	Iteration 12Q: 3 clusters Score -3710022 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -3710103.500000 Penalty: 5324.799805
	Iteration 13Q: 3 clusters Score -3710104 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -3710166.500000 Penalty: 5324.799805
	Iteration 14Q: 3 clusters Score -3710166 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -3710193.250000 Penalty: 5324.799805
	Iteration 15Q: 3 clusters Score -3710193 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -3710225.750000 Penalty: 5324.799805
	Iteration 16Q: 3 clusters Score -3710226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -3710272.000000 Penalty: 5324.799805
	Iteration 17Q: 3 clusters Score -3710272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -3710346.250000 Penalty: 5324.799805
	Iteration 18Q: 3 clusters Score -3710346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -3710411.500000 Penalty: 5324.799805
	Iteration 19Q: 3 clusters Score -3710412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -3710457.250000 Penalty: 5324.799805
	Iteration 20F: 3 clusters Score -3710457 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -3710518.250000 Penalty: 5324.799805
	Iteration 21Q: 3 clusters Score -3710518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -3710575.000000 Penalty: 5324.799805
	Iteration 22Q: 3 clusters Score -3710575 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -3710634.500000 Penalty: 5324.799805
	Iteration 23Q: 3 clusters Score -3710634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -3710687.250000 Penalty: 5324.799805
	Iteration 24Q: 3 clusters Score -3710687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -3710736.250000 Penalty: 5324.799805
	Iteration 25Q: 3 clusters Score -3710736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -3710749.250000 Penalty: 5324.799805
	Iteration 26Q: 3 clusters Score -3710749 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -3710787.500000 Penalty: 5324.799805
	Iteration 27Q: 3 clusters Score -3710788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -3710825.250000 Penalty: 5324.799805
	Iteration 28Q: 3 clusters Score -3710825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -3710848.500000 Penalty: 5324.799805
	Iteration 29Q: 3 clusters Score -3710848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -3710862.000000 Penalty: 5324.799805
	Iteration 30Q: 3 clusters Score -3710862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -3710882.750000 Penalty: 5324.799805
	Iteration 31Q: 3 clusters Score -3710883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -3710892.500000 Penalty: 5324.799805
	Iteration 32Q: 3 clusters Score -3710892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -3710907.500000 Penalty: 5324.799805
	Iteration 33Q: 3 clusters Score -3710908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -3710908.750000 Penalty: 5324.799805
	Iteration 34Q: 3 clusters Score -3710909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -3710922.250000 Penalty: 5324.799805
	Iteration 35Q: 3 clusters Score -3710922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -3710937.750000 Penalty: 5324.799805
	Iteration 36Q: 3 clusters Score -3710938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -3710961.750000 Penalty: 5324.799805
	Iteration 37Q: 3 clusters Score -3710962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -3710962.500000 Penalty: 5324.799805
	Iteration 38Q: 3 clusters Score -3710962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -3710978.750000 Penalty: 5324.799805
	Iteration 39Q: 3 clusters Score -3710979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -3710984.750000 Penalty: 5324.799805
	Iteration 40F: 3 clusters Score -3710985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -3711011.750000 Penalty: 5324.799805
	Iteration 41Q: 3 clusters Score -3711012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -3711021.750000 Penalty: 5324.799805
	Iteration 42Q: 3 clusters Score -3711022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -3711038.500000 Penalty: 5324.799805
	Iteration 43Q: 3 clusters Score -3711038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -3711049.000000 Penalty: 5324.799805
	Iteration 44Q: 3 clusters Score -3711049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -3711070.000000 Penalty: 5324.799805
	Iteration 45Q: 3 clusters Score -3711070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -3711085.250000 Penalty: 5324.799805
	Iteration 46Q: 3 clusters Score -3711085 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -3711088.000000 Penalty: 5324.799805
	Iteration 47Q: 3 clusters Score -3711088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -3711098.500000 Penalty: 5324.799805
	Iteration 48Q: 3 clusters Score -3711098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -3711111.000000 Penalty: 5324.799805
	Iteration 49Q: 3 clusters Score -3711111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -3711115.250000 Penalty: 5324.799805
	Iteration 50Q: 3 clusters Score -3711115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -3711137.000000 Penalty: 5324.799805
	Iteration 51Q: 3 clusters Score -3711137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -3711143.500000 Penalty: 5324.799805
	Iteration 52Q: 3 clusters Score -3711144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -3711152.750000 Penalty: 5324.799805
	Iteration 53Q: 3 clusters Score -3711153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -3711161.750000 Penalty: 5324.799805
	Iteration 54Q: 3 clusters Score -3711162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -3711169.000000 Penalty: 5324.799805
	Iteration 55Q: 3 clusters Score -3711169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -3711169.500000 Penalty: 5324.799805
	Iteration 56Q: 3 clusters Score -3711170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -3711173.000000 Penalty: 5324.799805
	Iteration 57Q: 3 clusters Score -3711173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -3711173.250000 Penalty: 5324.799805
	Iteration 58Q: 3 clusters Score -3711173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -3711170.750000 Penalty: 5324.799805
	Iteration 59Q: 3 clusters Score -3711171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -3711177.000000 Penalty: 5324.799805
	Iteration 60F: 3 clusters Score -3711177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -3711170.500000 Penalty: 5324.799805
	Iteration 61Q: 3 clusters Score -3711170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -3711177.500000 Penalty: 5324.799805
	Iteration 62Q: 3 clusters Score -3711178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -3711179.500000 Penalty: 5324.799805
	Iteration 63Q: 3 clusters Score -3711180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -3711176.750000 Penalty: 5324.799805
	Iteration 64Q: 3 clusters Score -3711177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -3711176.750000 Penalty: 5324.799805
	Iteration 65Q: 3 clusters Score -3711177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -3711180.750000 Penalty: 5324.799805
	Iteration 66Q: 3 clusters Score -3711181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -3711180.000000 Penalty: 5324.799805
	Iteration 67Q: 3 clusters Score -3711180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -3711181.750000 Penalty: 5324.799805
	Iteration 68Q: 3 clusters Score -3711182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -3711184.750000 Penalty: 5324.799805
	Iteration 69Q: 3 clusters Score -3711185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -3711183.250000 Penalty: 5324.799805
	Iteration 70Q: 3 clusters Score -3711183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -3711185.750000 Penalty: 5324.799805
	Iteration 71Q: 3 clusters Score -3711186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -3711184.000000 Penalty: 5324.799805
	Iteration 72Q: 3 clusters Score -3711184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -3711188.500000 Penalty: 5324.799805
	Iteration 73Q: 3 clusters Score -3711188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -3711191.000000 Penalty: 5324.799805
	Iteration 74Q: 3 clusters Score -3711191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -3711197.250000 Penalty: 5324.799805
	Iteration 75Q: 3 clusters Score -3711197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -3711192.250000 Penalty: 5324.799805
	Iteration 76Q: 3 clusters Score -3711192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -3711195.750000 Penalty: 5324.799805
	Iteration 77Q: 3 clusters Score -3711196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -3711199.750000 Penalty: 5324.799805
	Iteration 78Q: 3 clusters Score -3711200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -3711205.500000 Penalty: 5324.799805
	Iteration 79Q: 3 clusters Score -3711206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -3711207.250000 Penalty: 5324.799805
	Iteration 80F: 3 clusters Score -3711207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -3711212.750000 Penalty: 5324.799805
	Iteration 81Q: 3 clusters Score -3711213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -3711212.750000 Penalty: 5324.799805
	Iteration 82F: 3 clusters Score -3711213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Entering Unmasked Estep 
Score: -1655477.625000 Penalty: 2464.716064
	Iteration 0F: 2 clusters Score -1655478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1640930.750000 Penalty: 4929.432129
	Iteration 0F: 3 clusters Score -1640931 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1645977.125000 Penalty: 4929.432129
	Iteration 1F: 3 clusters Score -1645977 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1646465.250000 Penalty: 4929.432129
	Iteration 2F: 3 clusters Score -1646465 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1646862.875000 Penalty: 4929.432129
	Iteration 3Q: 3 clusters Score -1646863 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1647232.000000 Penalty: 4929.432129
	Iteration 4Q: 3 clusters Score -1647232 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1647597.250000 Penalty: 4929.432129
	Iteration 5Q: 3 clusters Score -1647597 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1647994.500000 Penalty: 4929.432129
	Iteration 6Q: 3 clusters Score -1647994 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1648372.500000 Penalty: 4929.432129
	Iteration 7Q: 3 clusters Score -1648372 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1648751.375000 Penalty: 4929.432129
	Iteration 8Q: 3 clusters Score -1648751 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1649171.375000 Penalty: 4929.432129
	Iteration 9Q: 3 clusters Score -1649171 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1649584.250000 Penalty: 4929.432129
	Iteration 10Q: 3 clusters Score -1649584 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1649976.250000 Penalty: 4929.432129
	Iteration 11Q: 3 clusters Score -1649976 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1650374.875000 Penalty: 4929.432129
	Iteration 12Q: 3 clusters Score -1650375 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1650686.500000 Penalty: 4929.432129
	Iteration 13Q: 3 clusters Score -1650686 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1650929.000000 Penalty: 4929.432129
	Iteration 14Q: 3 clusters Score -1650929 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1651112.750000 Penalty: 4929.432129
	Iteration 15Q: 3 clusters Score -1651113 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1651251.250000 Penalty: 4929.432129
	Iteration 16Q: 3 clusters Score -1651251 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1651348.750000 Penalty: 4929.432129
	Iteration 17Q: 3 clusters Score -1651349 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1651435.500000 Penalty: 4929.432129
	Iteration 18Q: 3 clusters Score -1651436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1651515.250000 Penalty: 4929.432129
	Iteration 19Q: 3 clusters Score -1651515 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1651630.250000 Penalty: 4929.432129
	Iteration 20F: 3 clusters Score -1651630 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1651757.625000 Penalty: 4929.432129
	Iteration 21Q: 3 clusters Score -1651758 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1651916.875000 Penalty: 4929.432129
	Iteration 22Q: 3 clusters Score -1651917 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1652060.625000 Penalty: 4929.432129
	Iteration 23Q: 3 clusters Score -1652061 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1652199.500000 Penalty: 4929.432129
	Iteration 24Q: 3 clusters Score -1652200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1652313.625000 Penalty: 4929.432129
	Iteration 25Q: 3 clusters Score -1652314 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1652422.000000 Penalty: 4929.432129
	Iteration 26Q: 3 clusters Score -1652422 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1652523.250000 Penalty: 4929.432129
	Iteration 27Q: 3 clusters Score -1652523 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1652606.750000 Penalty: 4929.432129
	Iteration 28Q: 3 clusters Score -1652607 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1652695.375000 Penalty: 4929.432129
	Iteration 29Q: 3 clusters Score -1652695 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1652774.750000 Penalty: 4929.432129
	Iteration 30Q: 3 clusters Score -1652775 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1652849.375000 Penalty: 4929.432129
	Iteration 31Q: 3 clusters Score -1652849 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1652910.250000 Penalty: 4929.432129
	Iteration 32Q: 3 clusters Score -1652910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1652966.500000 Penalty: 4929.432129
	Iteration 33Q: 3 clusters Score -1652966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1653025.000000 Penalty: 4929.432129
	Iteration 34Q: 3 clusters Score -1653025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1653078.625000 Penalty: 4929.432129
	Iteration 35Q: 3 clusters Score -1653079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1653110.000000 Penalty: 4929.432129
	Iteration 36Q: 3 clusters Score -1653110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1653152.250000 Penalty: 4929.432129
	Iteration 37Q: 3 clusters Score -1653152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1653183.750000 Penalty: 4929.432129
	Iteration 38Q: 3 clusters Score -1653184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1653200.500000 Penalty: 4929.432129
	Iteration 39Q: 3 clusters Score -1653200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1653223.125000 Penalty: 4929.432129
	Iteration 40F: 3 clusters Score -1653223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1653232.875000 Penalty: 4929.432129
	Iteration 41Q: 3 clusters Score -1653233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1653236.500000 Penalty: 4929.432129
	Iteration 42Q: 3 clusters Score -1653236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1653246.000000 Penalty: 4929.432129
	Iteration 43Q: 3 clusters Score -1653246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1653254.125000 Penalty: 4929.432129
	Iteration 44Q: 3 clusters Score -1653254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1653262.500000 Penalty: 4929.432129
	Iteration 45Q: 3 clusters Score -1653262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1653267.375000 Penalty: 4929.432129
	Iteration 46Q: 3 clusters Score -1653267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1653275.625000 Penalty: 4929.432129
	Iteration 47Q: 3 clusters Score -1653276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1653280.125000 Penalty: 4929.432129
	Iteration 48Q: 3 clusters Score -1653280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1653287.875000 Penalty: 4929.432129
	Iteration 49Q: 3 clusters Score -1653288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -1653296.125000 Penalty: 4929.432129
	Iteration 50Q: 3 clusters Score -1653296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1653300.250000 Penalty: 4929.432129
	Iteration 51Q: 3 clusters Score -1653300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1653298.750000 Penalty: 4929.432129
	Iteration 52Q: 3 clusters Score -1653299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1653304.875000 Penalty: 4929.432129
	Iteration 53Q: 3 clusters Score -1653305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1653308.125000 Penalty: 4929.432129
	Iteration 54Q: 3 clusters Score -1653308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1653309.625000 Penalty: 4929.432129
	Iteration 55Q: 3 clusters Score -1653310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1653317.125000 Penalty: 4929.432129
	Iteration 56Q: 3 clusters Score -1653317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1653315.875000 Penalty: 4929.432129
	Iteration 57Q: 3 clusters Score -1653316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1653323.250000 Penalty: 4929.432129
	Iteration 58Q: 3 clusters Score -1653323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1653329.625000 Penalty: 4929.432129
	Iteration 59Q: 3 clusters Score -1653330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1653335.500000 Penalty: 4929.432129
	Iteration 60F: 3 clusters Score -1653336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1653345.625000 Penalty: 4929.432129
	Iteration 61Q: 3 clusters Score -1653346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1653357.875000 Penalty: 4929.432129
	Iteration 62Q: 3 clusters Score -1653358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1653365.750000 Penalty: 4929.432129
	Iteration 63Q: 3 clusters Score -1653366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1653370.625000 Penalty: 4929.432129
	Iteration 64Q: 3 clusters Score -1653371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1653379.500000 Penalty: 4929.432129
	Iteration 65Q: 3 clusters Score -1653380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1653383.375000 Penalty: 4929.432129
	Iteration 66Q: 3 clusters Score -1653383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1653388.000000 Penalty: 4929.432129
	Iteration 67Q: 3 clusters Score -1653388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1653391.125000 Penalty: 4929.432129
	Iteration 68Q: 3 clusters Score -1653391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1653400.625000 Penalty: 4929.432129
	Iteration 69Q: 3 clusters Score -1653401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1653400.250000 Penalty: 4929.432129
	Iteration 70Q: 3 clusters Score -1653400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1653403.875000 Penalty: 4929.432129
	Iteration 71Q: 3 clusters Score -1653404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1653407.125000 Penalty: 4929.432129
	Iteration 72Q: 3 clusters Score -1653407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1653412.000000 Penalty: 4929.432129
	Iteration 73Q: 3 clusters Score -1653412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1653424.500000 Penalty: 4929.432129
	Iteration 74Q: 3 clusters Score -1653424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1653429.000000 Penalty: 4929.432129
	Iteration 75Q: 3 clusters Score -1653429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1653437.125000 Penalty: 4929.432129
	Iteration 76Q: 3 clusters Score -1653437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -1653442.500000 Penalty: 4929.432129
	Iteration 77Q: 3 clusters Score -1653442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1653442.500000 Penalty: 4929.432129
	Iteration 78Q: 3 clusters Score -1653442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -1653449.250000 Penalty: 4929.432129
	Iteration 79Q: 3 clusters Score -1653449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1653459.500000 Penalty: 4929.432129
	Iteration 80F: 3 clusters Score -1653460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1653460.750000 Penalty: 4929.432129
	Iteration 81Q: 3 clusters Score -1653461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1653465.625000 Penalty: 4929.432129
	Iteration 82Q: 3 clusters Score -1653466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1653471.500000 Penalty: 4929.432129
	Iteration 83Q: 3 clusters Score -1653472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1653474.875000 Penalty: 4929.432129
	Iteration 84Q: 3 clusters Score -1653475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1653475.125000 Penalty: 4929.432129
	Iteration 85Q: 3 clusters Score -1653475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1653478.625000 Penalty: 4929.432129
	Iteration 86Q: 3 clusters Score -1653479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1653482.250000 Penalty: 4929.432129
	Iteration 87Q: 3 clusters Score -1653482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1653485.750000 Penalty: 4929.432129
	Iteration 88Q: 3 clusters Score -1653486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1653486.125000 Penalty: 4929.432129
	Iteration 89Q: 3 clusters Score -1653486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1653488.625000 Penalty: 4929.432129
	Iteration 90Q: 3 clusters Score -1653489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1653489.875000 Penalty: 4929.432129
	Iteration 91Q: 3 clusters Score -1653490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1653492.125000 Penalty: 4929.432129
	Iteration 92Q: 3 clusters Score -1653492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -1653495.125000 Penalty: 4929.432129
	Iteration 93Q: 3 clusters Score -1653495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1653500.125000 Penalty: 4929.432129
	Iteration 94Q: 3 clusters Score -1653500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1653500.500000 Penalty: 4929.432129
	Iteration 95Q: 3 clusters Score -1653500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -1653501.000000 Penalty: 4929.432129
	Iteration 96Q: 3 clusters Score -1653501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1653500.500000 Penalty: 4929.432129
	Iteration 97Q: 3 clusters Score -1653500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1653498.875000 Penalty: 4929.432129
	Iteration 98Q: 3 clusters Score -1653499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1653502.250000 Penalty: 4929.432129
	Iteration 99Q: 3 clusters Score -1653502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -1653502.375000 Penalty: 4929.432129
	Iteration 100F: 3 clusters Score -1653502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Entering Unmasked Estep 
Score: -1427734.750000 Penalty: 2440.085938
	Iteration 0F: 2 clusters Score -1427735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1414414.625000 Penalty: 4880.171875
	Iteration 0F: 3 clusters Score -1414415 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1418954.000000 Penalty: 4880.171875
	Iteration 1F: 3 clusters Score -1418954 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1420746.250000 Penalty: 4880.171875
	Iteration 2F: 3 clusters Score -1420746 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1426742.875000 Penalty: 4880.171875
	Iteration 3F: 3 clusters Score -1426743 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1437687.125000 Penalty: 4880.171875
	Iteration 4F: 3 clusters Score -1437687 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1442558.250000 Penalty: 4880.171875
	Iteration 5F: 3 clusters Score -1442558 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1443772.875000 Penalty: 4880.171875
	Iteration 6Q: 3 clusters Score -1443773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1444466.375000 Penalty: 4880.171875
	Iteration 7Q: 3 clusters Score -1444466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1444835.000000 Penalty: 4880.171875
	Iteration 8Q: 3 clusters Score -1444835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1444922.750000 Penalty: 4880.171875
	Iteration 9Q: 3 clusters Score -1444923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1444981.625000 Penalty: 4880.171875
	Iteration 10Q: 3 clusters Score -1444982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1445058.000000 Penalty: 4880.171875
	Iteration 11Q: 3 clusters Score -1445058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1445117.250000 Penalty: 4880.171875
	Iteration 12Q: 3 clusters Score -1445117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1445141.750000 Penalty: 4880.171875
	Iteration 13Q: 3 clusters Score -1445142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1445149.750000 Penalty: 4880.171875
	Iteration 14Q: 3 clusters Score -1445150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1445152.875000 Penalty: 4880.171875
	Iteration 15Q: 3 clusters Score -1445153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1445153.750000 Penalty: 4880.171875
	Iteration 16Q: 3 clusters Score -1445154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1445153.750000 Penalty: 4880.171875
	Iteration 17F: 3 clusters Score -1445154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 773783 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 21289 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 3285 members 
Entering Unmasked Estep 
Score: -142529904.000000 Penalty: 92949.671875
Splitting cluster 16 changes total score from -142503744.000000 to -142529904.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (773783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773783 members 
Entering Unmasked Estep 
Score: -61652892.000000 Penalty: 3362.643555
	Iteration 0F: 2 clusters Score -6.165289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386942 members 
Mstep: Class 2 contains 386841 members 
Entering Unmasked Estep 
Score: -61142548.000000 Penalty: 6725.287109
	Iteration 0F: 3 clusters Score -6.114255e+07 nChanged 378459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391447 members 
Mstep: Class 2 contains 382336 members 
Entering Unmasked Estep 
Score: -61369408.000000 Penalty: 6725.287109
	Iteration 1F: 3 clusters Score -6.136941e+07 nChanged 20677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394880 members 
Mstep: Class 2 contains 378903 members 
Entering Unmasked Estep 
Score: -61374444.000000 Penalty: 6725.287109
	Iteration 2Q: 3 clusters Score -6.137444e+07 nChanged 25819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400217 members 
Mstep: Class 2 contains 373566 members 
Entering Unmasked Estep 
Score: -61384336.000000 Penalty: 6725.287109
	Iteration 3Q: 3 clusters Score -6.138434e+07 nChanged 33904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408777 members 
Mstep: Class 2 contains 365006 members 
Entering Unmasked Estep 
Score: -61400564.000000 Penalty: 6725.287109
	Iteration 4Q: 3 clusters Score -6.140056e+07 nChanged 43608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422447 members 
Mstep: Class 2 contains 351336 members 
Entering Unmasked Estep 
Score: -61425144.000000 Penalty: 6725.287109
	Iteration 5F: 3 clusters Score -6.142514e+07 nChanged 50740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442189 members 
Mstep: Class 2 contains 331594 members 
Entering Unmasked Estep 
Score: -61455652.000000 Penalty: 6725.287109
	Iteration 6F: 3 clusters Score -6.145565e+07 nChanged 53292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466599 members 
Mstep: Class 2 contains 307184 members 
Entering Unmasked Estep 
Score: -61489772.000000 Penalty: 6725.287109
	Iteration 7F: 3 clusters Score -6.148977e+07 nChanged 51095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492298 members 
Mstep: Class 2 contains 281485 members 
Entering Unmasked Estep 
Score: -61524724.000000 Penalty: 6725.287109
	Iteration 8F: 3 clusters Score -6.152472e+07 nChanged 45439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515273 members 
Mstep: Class 2 contains 258510 members 
Entering Unmasked Estep 
Score: -61558788.000000 Penalty: 6725.287109
	Iteration 9F: 3 clusters Score -6.155879e+07 nChanged 37022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533023 members 
Mstep: Class 2 contains 240760 members 
Entering Unmasked Estep 
Score: -61586192.000000 Penalty: 6725.287109
	Iteration 10Q: 3 clusters Score -6.158619e+07 nChanged 28452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546767 members 
Mstep: Class 2 contains 227016 members 
Entering Unmasked Estep 
Score: -61602608.000000 Penalty: 6725.287109
	Iteration 11Q: 3 clusters Score -6.160261e+07 nChanged 19804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558295 members 
Mstep: Class 2 contains 215488 members 
Entering Unmasked Estep 
Score: -61611180.000000 Penalty: 6725.287109
	Iteration 12Q: 3 clusters Score -6.161118e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569041 members 
Mstep: Class 2 contains 204742 members 
Entering Unmasked Estep 
Score: -61616336.000000 Penalty: 6725.287109
	Iteration 13Q: 3 clusters Score -6.161634e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579326 members 
Mstep: Class 2 contains 194457 members 
Entering Unmasked Estep 
Score: -61620504.000000 Penalty: 6725.287109
	Iteration 14Q: 3 clusters Score -6.16205e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589188 members 
Mstep: Class 2 contains 184595 members 
Entering Unmasked Estep 
Score: -61623772.000000 Penalty: 6725.287109
	Iteration 15Q: 3 clusters Score -6.162377e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598590 members 
Mstep: Class 2 contains 175193 members 
Entering Unmasked Estep 
Score: -61626844.000000 Penalty: 6725.287109
	Iteration 16Q: 3 clusters Score -6.162684e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607738 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -61629640.000000 Penalty: 6725.287109
	Iteration 17Q: 3 clusters Score -6.162964e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616533 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -61631980.000000 Penalty: 6725.287109
	Iteration 18Q: 3 clusters Score -6.163198e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625248 members 
Mstep: Class 2 contains 148535 members 
Entering Unmasked Estep 
Score: -61634440.000000 Penalty: 6725.287109
	Iteration 19Q: 3 clusters Score -6.163444e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633855 members 
Mstep: Class 2 contains 139928 members 
Entering Unmasked Estep 
Score: -61636984.000000 Penalty: 6725.287109
	Iteration 20F: 3 clusters Score -6.163698e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642439 members 
Mstep: Class 2 contains 131344 members 
Entering Unmasked Estep 
Score: -61639396.000000 Penalty: 6725.287109
	Iteration 21Q: 3 clusters Score -6.16394e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650783 members 
Mstep: Class 2 contains 123000 members 
Entering Unmasked Estep 
Score: -61642216.000000 Penalty: 6725.287109
	Iteration 22Q: 3 clusters Score -6.164222e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659008 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -61644920.000000 Penalty: 6725.287109
	Iteration 23Q: 3 clusters Score -6.164492e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666951 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -61647436.000000 Penalty: 6725.287109
	Iteration 24Q: 3 clusters Score -6.164744e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674587 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -61649992.000000 Penalty: 6725.287109
	Iteration 25Q: 3 clusters Score -6.164999e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681872 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -61652732.000000 Penalty: 6725.287109
	Iteration 26Q: 3 clusters Score -6.165273e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688913 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -61655240.000000 Penalty: 6725.287109
	Iteration 27Q: 3 clusters Score -6.165524e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695563 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -61657464.000000 Penalty: 6725.287109
	Iteration 28Q: 3 clusters Score -6.165746e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701829 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -61659504.000000 Penalty: 6725.287109
	Iteration 29Q: 3 clusters Score -6.16595e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707575 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -61661512.000000 Penalty: 6725.287109
	Iteration 30Q: 3 clusters Score -6.166151e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712923 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -61663632.000000 Penalty: 6725.287109
	Iteration 31Q: 3 clusters Score -6.166363e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717790 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -61665476.000000 Penalty: 6725.287109
	Iteration 32Q: 3 clusters Score -6.166548e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722280 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -61667148.000000 Penalty: 6725.287109
	Iteration 33Q: 3 clusters Score -6.166715e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726246 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -61668448.000000 Penalty: 6725.287109
	Iteration 34Q: 3 clusters Score -6.166845e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729800 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -61670196.000000 Penalty: 6725.287109
	Iteration 35Q: 3 clusters Score -6.16702e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732949 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -61671484.000000 Penalty: 6725.287109
	Iteration 36Q: 3 clusters Score -6.167148e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735627 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -61672852.000000 Penalty: 6725.287109
	Iteration 37Q: 3 clusters Score -6.167285e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737978 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -61674168.000000 Penalty: 6725.287109
	Iteration 38Q: 3 clusters Score -6.167417e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739851 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -61674996.000000 Penalty: 6725.287109
	Iteration 39Q: 3 clusters Score -6.1675e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741415 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -61675836.000000 Penalty: 6725.287109
	Iteration 40F: 3 clusters Score -6.167584e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742718 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -61676320.000000 Penalty: 6725.287109
	Iteration 41Q: 3 clusters Score -6.167632e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743718 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -61676648.000000 Penalty: 6725.287109
	Iteration 42Q: 3 clusters Score -6.167665e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744570 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -61677000.000000 Penalty: 6725.287109
	Iteration 43Q: 3 clusters Score -6.1677e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745231 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -61677100.000000 Penalty: 6725.287109
	Iteration 44Q: 3 clusters Score -6.16771e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745757 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -61677336.000000 Penalty: 6725.287109
	Iteration 45Q: 3 clusters Score -6.167734e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746188 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -61677324.000000 Penalty: 6725.287109
	Iteration 46Q: 3 clusters Score -6.167732e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746518 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -61677480.000000 Penalty: 6725.287109
	Iteration 47Q: 3 clusters Score -6.167748e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746789 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -61677536.000000 Penalty: 6725.287109
	Iteration 48Q: 3 clusters Score -6.167754e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747028 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -61677656.000000 Penalty: 6725.287109
	Iteration 49Q: 3 clusters Score -6.167766e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747241 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -61677684.000000 Penalty: 6725.287109
	Iteration 50Q: 3 clusters Score -6.167768e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747423 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -61677620.000000 Penalty: 6725.287109
	Iteration 51Q: 3 clusters Score -6.167762e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747566 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -61677532.000000 Penalty: 6725.287109
	Iteration 52Q: 3 clusters Score -6.167753e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747684 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -61677508.000000 Penalty: 6725.287109
	Iteration 53Q: 3 clusters Score -6.167751e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747784 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -61677516.000000 Penalty: 6725.287109
	Iteration 54Q: 3 clusters Score -6.167752e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747859 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -61677488.000000 Penalty: 6725.287109
	Iteration 55Q: 3 clusters Score -6.167749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747915 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -61677492.000000 Penalty: 6725.287109
	Iteration 56Q: 3 clusters Score -6.167749e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747964 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -61677556.000000 Penalty: 6725.287109
	Iteration 57Q: 3 clusters Score -6.167756e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748011 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -61677572.000000 Penalty: 6725.287109
	Iteration 58Q: 3 clusters Score -6.167757e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748056 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -61677532.000000 Penalty: 6725.287109
	Iteration 59Q: 3 clusters Score -6.167753e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748090 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -61677552.000000 Penalty: 6725.287109
	Iteration 60F: 3 clusters Score -6.167755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748114 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -61677544.000000 Penalty: 6725.287109
	Iteration 61Q: 3 clusters Score -6.167754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748134 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -61677544.000000 Penalty: 6725.287109
	Iteration 62Q: 3 clusters Score -6.167754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748153 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -61677560.000000 Penalty: 6725.287109
	Iteration 63Q: 3 clusters Score -6.167756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748175 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -61677540.000000 Penalty: 6725.287109
	Iteration 64Q: 3 clusters Score -6.167754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748183 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -61677548.000000 Penalty: 6725.287109
	Iteration 65Q: 3 clusters Score -6.167755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748193 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -61677544.000000 Penalty: 6725.287109
	Iteration 66Q: 3 clusters Score -6.167754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748202 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -61677540.000000 Penalty: 6725.287109
	Iteration 67Q: 3 clusters Score -6.167754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748207 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -61677536.000000 Penalty: 6725.287109
	Iteration 68Q: 3 clusters Score -6.167754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748209 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -61677544.000000 Penalty: 6725.287109
	Iteration 69Q: 3 clusters Score -6.167754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748211 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -61677508.000000 Penalty: 6725.287109
	Iteration 70Q: 3 clusters Score -6.167751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748211 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -61677516.000000 Penalty: 6725.287109
	Iteration 71Q: 3 clusters Score -6.167752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748212 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -61677524.000000 Penalty: 6725.287109
	Iteration 72Q: 3 clusters Score -6.167752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748214 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -61677504.000000 Penalty: 6725.287109
	Iteration 73Q: 3 clusters Score -6.16775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748216 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -61677516.000000 Penalty: 6725.287109
	Iteration 74Q: 3 clusters Score -6.167752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748217 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -61677508.000000 Penalty: 6725.287109
	Iteration 75Q: 3 clusters Score -6.167751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748217 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -61677508.000000 Penalty: 6725.287109
	Iteration 76F: 3 clusters Score -6.167751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 748217 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 21289 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 25566 members 
Entering Unmasked Estep 
Score: -142551264.000000 Penalty: 96524.656250
Splitting cluster 17 changes total score from -142503744.000000 to -142551264.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (160255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Entering Unmasked Estep 
Score: -13060296.000000 Penalty: 2972.161377
	Iteration 0F: 2 clusters Score -1.30603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -12952994.000000 Penalty: 5944.322754
	Iteration 0F: 3 clusters Score -1.295299e+07 nChanged 76633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -12997704.000000 Penalty: 5944.322754
	Iteration 1F: 3 clusters Score -1.29977e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -12999214.000000 Penalty: 5944.322754
	Iteration 2Q: 3 clusters Score -1.299921e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -13001251.000000 Penalty: 5944.322754
	Iteration 3Q: 3 clusters Score -1.300125e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -13003664.000000 Penalty: 5944.322754
	Iteration 4Q: 3 clusters Score -1.300366e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -13006459.000000 Penalty: 5944.322754
	Iteration 5Q: 3 clusters Score -1.300646e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -13009819.000000 Penalty: 5944.322754
	Iteration 6Q: 3 clusters Score -1.300982e+07 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -13014071.000000 Penalty: 5944.322754
	Iteration 7F: 3 clusters Score -1.301407e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -13019836.000000 Penalty: 5944.322754
	Iteration 8F: 3 clusters Score -1.301984e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -13026817.000000 Penalty: 5944.322754
	Iteration 9F: 3 clusters Score -1.302682e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -13032788.000000 Penalty: 5944.322754
	Iteration 10F: 3 clusters Score -1.303279e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -13036035.000000 Penalty: 5944.322754
	Iteration 11Q: 3 clusters Score -1.303604e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -13037442.000000 Penalty: 5944.322754
	Iteration 12Q: 3 clusters Score -1.303744e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -13038285.000000 Penalty: 5944.322754
	Iteration 13Q: 3 clusters Score -1.303828e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -13039055.000000 Penalty: 5944.322754
	Iteration 14Q: 3 clusters Score -1.303906e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -13039776.000000 Penalty: 5944.322754
	Iteration 15Q: 3 clusters Score -1.303978e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93791 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -13040465.000000 Penalty: 5944.322754
	Iteration 16Q: 3 clusters Score -1.304046e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -13041177.000000 Penalty: 5944.322754
	Iteration 17Q: 3 clusters Score -1.304118e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -13041955.000000 Penalty: 5944.322754
	Iteration 18Q: 3 clusters Score -1.304196e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -13042784.000000 Penalty: 5944.322754
	Iteration 19Q: 3 clusters Score -1.304278e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -13043663.000000 Penalty: 5944.322754
	Iteration 20F: 3 clusters Score -1.304366e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -13044469.000000 Penalty: 5944.322754
	Iteration 21Q: 3 clusters Score -1.304447e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -13045215.000000 Penalty: 5944.322754
	Iteration 22Q: 3 clusters Score -1.304522e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -13045910.000000 Penalty: 5944.322754
	Iteration 23Q: 3 clusters Score -1.304591e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -13046511.000000 Penalty: 5944.322754
	Iteration 24Q: 3 clusters Score -1.304651e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111505 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -13047008.000000 Penalty: 5944.322754
	Iteration 25Q: 3 clusters Score -1.304701e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -13047518.000000 Penalty: 5944.322754
	Iteration 26Q: 3 clusters Score -1.304752e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114969 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -13048012.000000 Penalty: 5944.322754
	Iteration 27Q: 3 clusters Score -1.304801e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -13048366.000000 Penalty: 5944.322754
	Iteration 28Q: 3 clusters Score -1.304837e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118305 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -13048842.000000 Penalty: 5944.322754
	Iteration 29Q: 3 clusters Score -1.304884e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119933 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -13049132.000000 Penalty: 5944.322754
	Iteration 30Q: 3 clusters Score -1.304913e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121577 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -13049474.000000 Penalty: 5944.322754
	Iteration 31Q: 3 clusters Score -1.304947e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123144 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -13049805.000000 Penalty: 5944.322754
	Iteration 32Q: 3 clusters Score -1.30498e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124779 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -13050217.000000 Penalty: 5944.322754
	Iteration 33Q: 3 clusters Score -1.305022e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -13050621.000000 Penalty: 5944.322754
	Iteration 34Q: 3 clusters Score -1.305062e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -13051058.000000 Penalty: 5944.322754
	Iteration 35Q: 3 clusters Score -1.305106e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129565 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -13051381.000000 Penalty: 5944.322754
	Iteration 36Q: 3 clusters Score -1.305138e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131053 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -13051698.000000 Penalty: 5944.322754
	Iteration 37Q: 3 clusters Score -1.30517e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132500 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -13051993.000000 Penalty: 5944.322754
	Iteration 38Q: 3 clusters Score -1.305199e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133952 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -13052367.000000 Penalty: 5944.322754
	Iteration 39Q: 3 clusters Score -1.305237e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -13052733.000000 Penalty: 5944.322754
	Iteration 40F: 3 clusters Score -1.305273e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136736 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -13053139.000000 Penalty: 5944.322754
	Iteration 41Q: 3 clusters Score -1.305314e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138181 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -13053545.000000 Penalty: 5944.322754
	Iteration 42Q: 3 clusters Score -1.305354e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -13053909.000000 Penalty: 5944.322754
	Iteration 43Q: 3 clusters Score -1.305391e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141096 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -13054402.000000 Penalty: 5944.322754
	Iteration 44Q: 3 clusters Score -1.30544e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142441 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -13054884.000000 Penalty: 5944.322754
	Iteration 45Q: 3 clusters Score -1.305488e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -13055258.000000 Penalty: 5944.322754
	Iteration 46Q: 3 clusters Score -1.305526e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144931 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -13055575.000000 Penalty: 5944.322754
	Iteration 47Q: 3 clusters Score -1.305558e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -13055798.000000 Penalty: 5944.322754
	Iteration 48Q: 3 clusters Score -1.30558e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146919 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -13056074.000000 Penalty: 5944.322754
	Iteration 49Q: 3 clusters Score -1.305607e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -13056388.000000 Penalty: 5944.322754
	Iteration 50Q: 3 clusters Score -1.305639e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148634 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -13056687.000000 Penalty: 5944.322754
	Iteration 51Q: 3 clusters Score -1.305669e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -13056922.000000 Penalty: 5944.322754
	Iteration 52Q: 3 clusters Score -1.305692e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150170 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -13057121.000000 Penalty: 5944.322754
	Iteration 53Q: 3 clusters Score -1.305712e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -13057310.000000 Penalty: 5944.322754
	Iteration 54Q: 3 clusters Score -1.305731e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -13057513.000000 Penalty: 5944.322754
	Iteration 55Q: 3 clusters Score -1.305751e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151934 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -13057640.000000 Penalty: 5944.322754
	Iteration 56Q: 3 clusters Score -1.305764e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -13057869.000000 Penalty: 5944.322754
	Iteration 57Q: 3 clusters Score -1.305787e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152897 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -13058011.000000 Penalty: 5944.322754
	Iteration 58Q: 3 clusters Score -1.305801e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153318 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -13058096.000000 Penalty: 5944.322754
	Iteration 59Q: 3 clusters Score -1.30581e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -13058264.000000 Penalty: 5944.322754
	Iteration 60F: 3 clusters Score -1.305826e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154050 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -13058367.000000 Penalty: 5944.322754
	Iteration 61Q: 3 clusters Score -1.305837e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154369 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -13058471.000000 Penalty: 5944.322754
	Iteration 62Q: 3 clusters Score -1.305847e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -13058576.000000 Penalty: 5944.322754
	Iteration 63Q: 3 clusters Score -1.305858e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -13058625.000000 Penalty: 5944.322754
	Iteration 64Q: 3 clusters Score -1.305862e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -13058674.000000 Penalty: 5944.322754
	Iteration 65Q: 3 clusters Score -1.305867e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -13058740.000000 Penalty: 5944.322754
	Iteration 66Q: 3 clusters Score -1.305874e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -13058795.000000 Penalty: 5944.322754
	Iteration 67Q: 3 clusters Score -1.30588e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155639 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -13058838.000000 Penalty: 5944.322754
	Iteration 68Q: 3 clusters Score -1.305884e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155775 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -13058888.000000 Penalty: 5944.322754
	Iteration 69Q: 3 clusters Score -1.305889e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155919 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -13058906.000000 Penalty: 5944.322754
	Iteration 70Q: 3 clusters Score -1.305891e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -13058910.000000 Penalty: 5944.322754
	Iteration 71Q: 3 clusters Score -1.305891e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156191 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -13058978.000000 Penalty: 5944.322754
	Iteration 72Q: 3 clusters Score -1.305898e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156314 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -13058990.000000 Penalty: 5944.322754
	Iteration 73Q: 3 clusters Score -1.305899e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -13059027.000000 Penalty: 5944.322754
	Iteration 74Q: 3 clusters Score -1.305903e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -13059021.000000 Penalty: 5944.322754
	Iteration 75Q: 3 clusters Score -1.305902e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -13059059.000000 Penalty: 5944.322754
	Iteration 76Q: 3 clusters Score -1.305906e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -13059111.000000 Penalty: 5944.322754
	Iteration 77Q: 3 clusters Score -1.305911e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -13059137.000000 Penalty: 5944.322754
	Iteration 78Q: 3 clusters Score -1.305914e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156892 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -13059201.000000 Penalty: 5944.322754
	Iteration 79Q: 3 clusters Score -1.30592e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -13059271.000000 Penalty: 5944.322754
	Iteration 80F: 3 clusters Score -1.305927e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -13059324.000000 Penalty: 5944.322754
	Iteration 81Q: 3 clusters Score -1.305932e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157123 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -13059401.000000 Penalty: 5944.322754
	Iteration 82Q: 3 clusters Score -1.30594e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157206 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -13059464.000000 Penalty: 5944.322754
	Iteration 83Q: 3 clusters Score -1.305946e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -13059564.000000 Penalty: 5944.322754
	Iteration 84Q: 3 clusters Score -1.305956e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157365 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13059591.000000 Penalty: 5944.322754
	Iteration 85Q: 3 clusters Score -1.305959e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157426 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -13059623.000000 Penalty: 5944.322754
	Iteration 86Q: 3 clusters Score -1.305962e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157488 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -13059679.000000 Penalty: 5944.322754
	Iteration 87Q: 3 clusters Score -1.305968e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -13059696.000000 Penalty: 5944.322754
	Iteration 88Q: 3 clusters Score -1.30597e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -13059705.000000 Penalty: 5944.322754
	Iteration 89Q: 3 clusters Score -1.30597e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -13059709.000000 Penalty: 5944.322754
	Iteration 90Q: 3 clusters Score -1.305971e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13059707.000000 Penalty: 5944.322754
	Iteration 91Q: 3 clusters Score -1.305971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13059715.000000 Penalty: 5944.322754
	Iteration 92Q: 3 clusters Score -1.305972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157621 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13059719.000000 Penalty: 5944.322754
	Iteration 93Q: 3 clusters Score -1.305972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -13059712.000000 Penalty: 5944.322754
	Iteration 94Q: 3 clusters Score -1.305971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157621 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -13059709.000000 Penalty: 5944.322754
	Iteration 95Q: 3 clusters Score -1.305971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157624 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13059730.000000 Penalty: 5944.322754
	Iteration 96Q: 3 clusters Score -1.305973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -13059734.000000 Penalty: 5944.322754
	Iteration 97Q: 3 clusters Score -1.305973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157624 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13059722.000000 Penalty: 5944.322754
	Iteration 98Q: 3 clusters Score -1.305972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -13059722.000000 Penalty: 5944.322754
	Iteration 99Q: 3 clusters Score -1.305972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -13059729.000000 Penalty: 5944.322754
	Iteration 100F: 3 clusters Score -1.305973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -13059713.000000 Penalty: 5944.322754
	Iteration 101Q: 3 clusters Score -1.305971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13059723.000000 Penalty: 5944.322754
	Iteration 102Q: 3 clusters Score -1.305972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13059720.000000 Penalty: 5944.322754
	Iteration 103Q: 3 clusters Score -1.305972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13059726.000000 Penalty: 5944.322754
	Iteration 104Q: 3 clusters Score -1.305973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157634 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -13059725.000000 Penalty: 5944.322754
	Iteration 105Q: 3 clusters Score -1.305972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -13059727.000000 Penalty: 5944.322754
	Iteration 106Q: 3 clusters Score -1.305973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -13059727.000000 Penalty: 5944.322754
	Iteration 107Q: 3 clusters Score -1.305973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13059723.000000 Penalty: 5944.322754
	Iteration 108Q: 3 clusters Score -1.305972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157632 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -13059723.000000 Penalty: 5944.322754
	Iteration 109F: 3 clusters Score -1.305972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -957946.375000 Penalty: 2374.923096
	Iteration 0F: 2 clusters Score -957946.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -947520.812500 Penalty: 4749.846191
	Iteration 0F: 3 clusters Score -947520.8 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -951391.187500 Penalty: 4749.846191
	Iteration 1F: 3 clusters Score -951391.2 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -953188.875000 Penalty: 4749.846191
	Iteration 2F: 3 clusters Score -953188.9 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -956980.937500 Penalty: 4749.846191
	Iteration 3F: 3 clusters Score -956980.9 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -961084.562500 Penalty: 4749.846191
	Iteration 4F: 3 clusters Score -961084.6 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -962914.562500 Penalty: 4749.846191
	Iteration 5F: 3 clusters Score -962914.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -963853.812500 Penalty: 4749.846191
	Iteration 6F: 3 clusters Score -963853.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -964735.875000 Penalty: 4749.846191
	Iteration 7Q: 3 clusters Score -964735.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -965655.125000 Penalty: 4749.846191
	Iteration 8Q: 3 clusters Score -965655.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -966503.625000 Penalty: 4749.846191
	Iteration 9Q: 3 clusters Score -966503.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -967188.437500 Penalty: 4749.846191
	Iteration 10Q: 3 clusters Score -967188.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -967750.875000 Penalty: 4749.846191
	Iteration 11Q: 3 clusters Score -967750.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -968073.750000 Penalty: 4749.846191
	Iteration 12Q: 3 clusters Score -968073.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -968303.687500 Penalty: 4749.846191
	Iteration 13Q: 3 clusters Score -968303.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -968491.250000 Penalty: 4749.846191
	Iteration 14Q: 3 clusters Score -968491.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -968616.750000 Penalty: 4749.846191
	Iteration 15Q: 3 clusters Score -968616.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -968697.187500 Penalty: 4749.846191
	Iteration 16Q: 3 clusters Score -968697.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -968733.437500 Penalty: 4749.846191
	Iteration 17Q: 3 clusters Score -968733.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -968761.187500 Penalty: 4749.846191
	Iteration 18Q: 3 clusters Score -968761.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -968778.687500 Penalty: 4749.846191
	Iteration 19Q: 3 clusters Score -968778.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -968805.062500 Penalty: 4749.846191
	Iteration 20F: 3 clusters Score -968805.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -968819.375000 Penalty: 4749.846191
	Iteration 21Q: 3 clusters Score -968819.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -968828.937500 Penalty: 4749.846191
	Iteration 22Q: 3 clusters Score -968828.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -968839.187500 Penalty: 4749.846191
	Iteration 23Q: 3 clusters Score -968839.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -968853.500000 Penalty: 4749.846191
	Iteration 24Q: 3 clusters Score -968853.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -968857.312500 Penalty: 4749.846191
	Iteration 25Q: 3 clusters Score -968857.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -968863.812500 Penalty: 4749.846191
	Iteration 26Q: 3 clusters Score -968863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -968869.625000 Penalty: 4749.846191
	Iteration 27Q: 3 clusters Score -968869.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -968872.375000 Penalty: 4749.846191
	Iteration 28Q: 3 clusters Score -968872.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -968876.187500 Penalty: 4749.846191
	Iteration 29Q: 3 clusters Score -968876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -968880.000000 Penalty: 4749.846191
	Iteration 30Q: 3 clusters Score -968880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -968880.875000 Penalty: 4749.846191
	Iteration 31Q: 3 clusters Score -968880.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -968880.875000 Penalty: 4749.846191
	Iteration 32Q: 3 clusters Score -968880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -968880.687500 Penalty: 4749.846191
	Iteration 33Q: 3 clusters Score -968880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -968880.687500 Penalty: 4749.846191
	Iteration 34F: 3 clusters Score -968880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 748217 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 16968 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 21289 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 25566 members 
Mstep: Class 28 contains 9830 members 
Entering Unmasked Estep 
Score: -142561504.000000 Penalty: 100099.648438
Splitting cluster 19 changes total score from -142503744.000000 to -142561504.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (15056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Entering Unmasked Estep 
Score: -1228032.375000 Penalty: 2385.643799
	Iteration 0F: 2 clusters Score -1228032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1217187.750000 Penalty: 4771.287598
	Iteration 0F: 3 clusters Score -1217188 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1220800.250000 Penalty: 4771.287598
	Iteration 1F: 3 clusters Score -1220800 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1221321.000000 Penalty: 4771.287598
	Iteration 2F: 3 clusters Score -1221321 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1221778.375000 Penalty: 4771.287598
	Iteration 3F: 3 clusters Score -1221778 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1222171.250000 Penalty: 4771.287598
	Iteration 4F: 3 clusters Score -1222171 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1222501.125000 Penalty: 4771.287598
	Iteration 5Q: 3 clusters Score -1222501 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1222818.750000 Penalty: 4771.287598
	Iteration 6Q: 3 clusters Score -1222819 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1223159.750000 Penalty: 4771.287598
	Iteration 7Q: 3 clusters Score -1223160 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1223483.250000 Penalty: 4771.287598
	Iteration 8Q: 3 clusters Score -1223483 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1223840.750000 Penalty: 4771.287598
	Iteration 9Q: 3 clusters Score -1223841 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1224168.500000 Penalty: 4771.287598
	Iteration 10Q: 3 clusters Score -1224168 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1224414.875000 Penalty: 4771.287598
	Iteration 11Q: 3 clusters Score -1224415 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1224606.250000 Penalty: 4771.287598
	Iteration 12Q: 3 clusters Score -1224606 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1224741.625000 Penalty: 4771.287598
	Iteration 13Q: 3 clusters Score -1224742 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1224860.750000 Penalty: 4771.287598
	Iteration 14Q: 3 clusters Score -1224861 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1224972.375000 Penalty: 4771.287598
	Iteration 15Q: 3 clusters Score -1224972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1225081.500000 Penalty: 4771.287598
	Iteration 16Q: 3 clusters Score -1225082 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1225194.375000 Penalty: 4771.287598
	Iteration 17Q: 3 clusters Score -1225194 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1225293.125000 Penalty: 4771.287598
	Iteration 18Q: 3 clusters Score -1225293 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1225358.250000 Penalty: 4771.287598
	Iteration 19Q: 3 clusters Score -1225358 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1225425.500000 Penalty: 4771.287598
	Iteration 20F: 3 clusters Score -1225426 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1225501.750000 Penalty: 4771.287598
	Iteration 21Q: 3 clusters Score -1225502 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1225561.250000 Penalty: 4771.287598
	Iteration 22Q: 3 clusters Score -1225561 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1225621.250000 Penalty: 4771.287598
	Iteration 23Q: 3 clusters Score -1225621 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1225686.125000 Penalty: 4771.287598
	Iteration 24Q: 3 clusters Score -1225686 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1225746.875000 Penalty: 4771.287598
	Iteration 25Q: 3 clusters Score -1225747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1225805.250000 Penalty: 4771.287598
	Iteration 26Q: 3 clusters Score -1225805 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1225863.625000 Penalty: 4771.287598
	Iteration 27Q: 3 clusters Score -1225864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1225919.500000 Penalty: 4771.287598
	Iteration 28Q: 3 clusters Score -1225920 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1225965.625000 Penalty: 4771.287598
	Iteration 29Q: 3 clusters Score -1225966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1226016.625000 Penalty: 4771.287598
	Iteration 30Q: 3 clusters Score -1226017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1226062.625000 Penalty: 4771.287598
	Iteration 31Q: 3 clusters Score -1226063 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1226102.375000 Penalty: 4771.287598
	Iteration 32Q: 3 clusters Score -1226102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1226146.625000 Penalty: 4771.287598
	Iteration 33Q: 3 clusters Score -1226147 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1226184.500000 Penalty: 4771.287598
	Iteration 34Q: 3 clusters Score -1226184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1226213.625000 Penalty: 4771.287598
	Iteration 35Q: 3 clusters Score -1226214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1226237.750000 Penalty: 4771.287598
	Iteration 36Q: 3 clusters Score -1226238 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1226261.250000 Penalty: 4771.287598
	Iteration 37Q: 3 clusters Score -1226261 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1226275.875000 Penalty: 4771.287598
	Iteration 38Q: 3 clusters Score -1226276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1226294.000000 Penalty: 4771.287598
	Iteration 39Q: 3 clusters Score -1226294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1226311.750000 Penalty: 4771.287598
	Iteration 40F: 3 clusters Score -1226312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1226321.250000 Penalty: 4771.287598
	Iteration 41Q: 3 clusters Score -1226321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1226327.000000 Penalty: 4771.287598
	Iteration 42Q: 3 clusters Score -1226327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1226330.375000 Penalty: 4771.287598
	Iteration 43Q: 3 clusters Score -1226330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1226337.375000 Penalty: 4771.287598
	Iteration 44Q: 3 clusters Score -1226337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1226342.375000 Penalty: 4771.287598
	Iteration 45Q: 3 clusters Score -1226342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1226343.625000 Penalty: 4771.287598
	Iteration 46Q: 3 clusters Score -1226344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1226349.000000 Penalty: 4771.287598
	Iteration 47Q: 3 clusters Score -1226349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1226350.125000 Penalty: 4771.287598
	Iteration 48Q: 3 clusters Score -1226350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1226354.750000 Penalty: 4771.287598
	Iteration 49Q: 3 clusters Score -1226355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1226360.375000 Penalty: 4771.287598
	Iteration 50Q: 3 clusters Score -1226360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1226367.375000 Penalty: 4771.287598
	Iteration 51Q: 3 clusters Score -1226367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1226368.000000 Penalty: 4771.287598
	Iteration 52Q: 3 clusters Score -1226368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1226371.750000 Penalty: 4771.287598
	Iteration 53Q: 3 clusters Score -1226372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1226374.375000 Penalty: 4771.287598
	Iteration 54Q: 3 clusters Score -1226374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1226376.250000 Penalty: 4771.287598
	Iteration 55Q: 3 clusters Score -1226376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1226387.875000 Penalty: 4771.287598
	Iteration 56Q: 3 clusters Score -1226388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1226393.375000 Penalty: 4771.287598
	Iteration 57Q: 3 clusters Score -1226393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1226396.125000 Penalty: 4771.287598
	Iteration 58Q: 3 clusters Score -1226396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1226394.625000 Penalty: 4771.287598
	Iteration 59Q: 3 clusters Score -1226395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1226399.125000 Penalty: 4771.287598
	Iteration 60F: 3 clusters Score -1226399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1226401.625000 Penalty: 4771.287598
	Iteration 61Q: 3 clusters Score -1226402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1226406.750000 Penalty: 4771.287598
	Iteration 62Q: 3 clusters Score -1226407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1226406.875000 Penalty: 4771.287598
	Iteration 63Q: 3 clusters Score -1226407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1226410.500000 Penalty: 4771.287598
	Iteration 64Q: 3 clusters Score -1226410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1226409.250000 Penalty: 4771.287598
	Iteration 65Q: 3 clusters Score -1226409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1226409.250000 Penalty: 4771.287598
	Iteration 66F: 3 clusters Score -1226409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Entering Unmasked Estep 
Score: -1319150.625000 Penalty: 2415.292969
	Iteration 0F: 2 clusters Score -1319151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1307052.375000 Penalty: 4830.585938
	Iteration 0F: 3 clusters Score -1307052 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1311315.875000 Penalty: 4830.585938
	Iteration 1F: 3 clusters Score -1311316 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1312667.875000 Penalty: 4830.585938
	Iteration 2F: 3 clusters Score -1312668 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1315433.500000 Penalty: 4830.585938
	Iteration 3F: 3 clusters Score -1315434 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1318302.000000 Penalty: 4830.585938
	Iteration 4F: 3 clusters Score -1318302 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1319893.625000 Penalty: 4830.585938
	Iteration 5F: 3 clusters Score -1319894 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1320652.250000 Penalty: 4830.585938
	Iteration 6F: 3 clusters Score -1320652 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1321076.000000 Penalty: 4830.585938
	Iteration 7Q: 3 clusters Score -1321076 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1321296.625000 Penalty: 4830.585938
	Iteration 8Q: 3 clusters Score -1321297 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1321416.875000 Penalty: 4830.585938
	Iteration 9Q: 3 clusters Score -1321417 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1321488.625000 Penalty: 4830.585938
	Iteration 10Q: 3 clusters Score -1321489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1321521.750000 Penalty: 4830.585938
	Iteration 11Q: 3 clusters Score -1321522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1321558.500000 Penalty: 4830.585938
	Iteration 12Q: 3 clusters Score -1321558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1321600.250000 Penalty: 4830.585938
	Iteration 13Q: 3 clusters Score -1321600 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1321646.750000 Penalty: 4830.585938
	Iteration 14Q: 3 clusters Score -1321647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1321706.125000 Penalty: 4830.585938
	Iteration 15Q: 3 clusters Score -1321706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1321776.625000 Penalty: 4830.585938
	Iteration 16Q: 3 clusters Score -1321777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1321822.875000 Penalty: 4830.585938
	Iteration 17Q: 3 clusters Score -1321823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1321845.875000 Penalty: 4830.585938
	Iteration 18Q: 3 clusters Score -1321846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1321859.625000 Penalty: 4830.585938
	Iteration 19Q: 3 clusters Score -1321860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1321866.250000 Penalty: 4830.585938
	Iteration 20F: 3 clusters Score -1321866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1321873.125000 Penalty: 4830.585938
	Iteration 21Q: 3 clusters Score -1321873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1321878.500000 Penalty: 4830.585938
	Iteration 22Q: 3 clusters Score -1321878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1321883.500000 Penalty: 4830.585938
	Iteration 23Q: 3 clusters Score -1321884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1321887.750000 Penalty: 4830.585938
	Iteration 24Q: 3 clusters Score -1321888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1321886.875000 Penalty: 4830.585938
	Iteration 25Q: 3 clusters Score -1321887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1321887.375000 Penalty: 4830.585938
	Iteration 26Q: 3 clusters Score -1321887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1321886.000000 Penalty: 4830.585938
	Iteration 27Q: 3 clusters Score -1321886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1321885.750000 Penalty: 4830.585938
	Iteration 28Q: 3 clusters Score -1321886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1321884.500000 Penalty: 4830.585938
	Iteration 29Q: 3 clusters Score -1321884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1321885.125000 Penalty: 4830.585938
	Iteration 30Q: 3 clusters Score -1321885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1321886.750000 Penalty: 4830.585938
	Iteration 31Q: 3 clusters Score -1321887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1321886.750000 Penalty: 4830.585938
	Iteration 32F: 3 clusters Score -1321887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19117 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 6 contains 32268 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 748217 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 8096 members 
Mstep: Class 24 contains 21289 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 3285 members 
Mstep: Class 27 contains 25566 members 
Mstep: Class 28 contains 9830 members 
Mstep: Class 29 contains 14722 members 
Entering Unmasked Estep 
Score: -142562912.000000 Penalty: 103674.632812
Splitting cluster 21 changes total score from -142503744.000000 to -142562912.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 3 contains 23159 members 
Mstep: Class 4 contains 2668 members 
Mstep: Class 5 contains 64820 members 
Mstep: Class 7 contains 17907 members 
Mstep: Class 8 contains 36959 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 48087 members 
Mstep: Class 11 contains 413198 members 
Mstep: Class 12 contains 1532 members 
Mstep: Class 13 contains 24233 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 15467 members 
Mstep: Class 17 contains 748217 members 
Mstep: Class 18 contains 160255 members 
Mstep: Class 19 contains 4589 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 21 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142578768.000000 Penalty: 103674.632812
Iteration 39Q: 30 clusters Score -1.425788e+08 nChanged 40911
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 18605 members 
Mstep: Class 3 contains 23514 members 
Mstep: Class 4 contains 2655 members 
Mstep: Class 5 contains 66509 members 
Mstep: Class 6 contains 31670 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 37150 members 
Mstep: Class 9 contains 1770 members 
Mstep: Class 10 contains 48546 members 
Mstep: Class 11 contains 427519 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 24797 members 
Mstep: Class 14 contains 45770 members 
Mstep: Class 15 contains 20626 members 
Mstep: Class 16 contains 15981 members 
Mstep: Class 17 contains 732562 members 
Mstep: Class 18 contains 160453 members 
Mstep: Class 19 contains 4809 members 
Mstep: Class 20 contains 14174 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 12250 members 
Mstep: Class 23 contains 8163 members 
Mstep: Class 24 contains 20650 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 3358 members 
Mstep: Class 27 contains 25836 members 
Mstep: Class 28 contains 8509 members 
Mstep: Class 29 contains 14321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142593024.000000 Penalty: 103674.632812
Iteration 40F: 30 clusters Score -1.42593e+08 nChanged 34577
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 2652 members 
Mstep: Class 5 contains 67966 members 
Mstep: Class 6 contains 31755 members 
Mstep: Class 7 contains 19490 members 
Mstep: Class 8 contains 36580 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 48880 members 
Mstep: Class 11 contains 441933 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 13 contains 25033 members 
Mstep: Class 14 contains 45488 members 
Mstep: Class 15 contains 20196 members 
Mstep: Class 16 contains 16089 members 
Mstep: Class 17 contains 712957 members 
Mstep: Class 18 contains 160553 members 
Mstep: Class 19 contains 4733 members 
Mstep: Class 20 contains 13481 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 13704 members 
Mstep: Class 23 contains 8343 members 
Mstep: Class 24 contains 21433 members 
Mstep: Class 25 contains 4189 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 26517 members 
Mstep: Class 28 contains 8227 members 
Mstep: Class 29 contains 14518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142598864.000000 Penalty: 103674.632812
Iteration 41Q: 30 clusters Score -1.425989e+08 nChanged 30627
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 18367 members 
Mstep: Class 3 contains 23921 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 69588 members 
Mstep: Class 6 contains 31764 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 36063 members 
Mstep: Class 9 contains 1797 members 
Mstep: Class 10 contains 49218 members 
Mstep: Class 11 contains 456939 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 25239 members 
Mstep: Class 14 contains 45262 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 16214 members 
Mstep: Class 17 contains 692721 members 
Mstep: Class 18 contains 160964 members 
Mstep: Class 19 contains 4623 members 
Mstep: Class 20 contains 12769 members 
Mstep: Class 21 contains 2652 members 
Mstep: Class 22 contains 15112 members 
Mstep: Class 23 contains 8519 members 
Mstep: Class 24 contains 22001 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 27240 members 
Mstep: Class 28 contains 7886 members 
Mstep: Class 29 contains 14629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142605104.000000 Penalty: 103674.632812
Iteration 42Q: 30 clusters Score -1.426051e+08 nChanged 28791
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 18281 members 
Mstep: Class 3 contains 24061 members 
Mstep: Class 4 contains 2716 members 
Mstep: Class 5 contains 71268 members 
Mstep: Class 6 contains 31710 members 
Mstep: Class 7 contains 21012 members 
Mstep: Class 8 contains 35566 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 49492 members 
Mstep: Class 11 contains 472250 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 25470 members 
Mstep: Class 14 contains 45069 members 
Mstep: Class 15 contains 19477 members 
Mstep: Class 16 contains 16295 members 
Mstep: Class 17 contains 672428 members 
Mstep: Class 18 contains 161549 members 
Mstep: Class 19 contains 4488 members 
Mstep: Class 20 contains 12121 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 16424 members 
Mstep: Class 23 contains 8668 members 
Mstep: Class 24 contains 22477 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 27915 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142611392.000000 Penalty: 103674.632812
Iteration 43Q: 30 clusters Score -1.426114e+08 nChanged 28586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 18238 members 
Mstep: Class 3 contains 24208 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 72882 members 
Mstep: Class 6 contains 31702 members 
Mstep: Class 7 contains 21709 members 
Mstep: Class 8 contains 35085 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 49743 members 
Mstep: Class 11 contains 488367 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 25719 members 
Mstep: Class 14 contains 44903 members 
Mstep: Class 15 contains 19155 members 
Mstep: Class 16 contains 16344 members 
Mstep: Class 17 contains 651482 members 
Mstep: Class 18 contains 162222 members 
Mstep: Class 19 contains 4336 members 
Mstep: Class 20 contains 11548 members 
Mstep: Class 21 contains 2784 members 
Mstep: Class 22 contains 17649 members 
Mstep: Class 23 contains 8808 members 
Mstep: Class 24 contains 22896 members 
Mstep: Class 25 contains 4296 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 28552 members 
Mstep: Class 28 contains 7327 members 
Mstep: Class 29 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142617392.000000 Penalty: 103674.632812
Iteration 44Q: 30 clusters Score -1.426174e+08 nChanged 28496
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 18191 members 
Mstep: Class 3 contains 24371 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 74519 members 
Mstep: Class 6 contains 31692 members 
Mstep: Class 7 contains 22367 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 49960 members 
Mstep: Class 11 contains 505214 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 25918 members 
Mstep: Class 14 contains 44778 members 
Mstep: Class 15 contains 18887 members 
Mstep: Class 16 contains 16392 members 
Mstep: Class 17 contains 630045 members 
Mstep: Class 18 contains 162848 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 11019 members 
Mstep: Class 21 contains 2845 members 
Mstep: Class 22 contains 18741 members 
Mstep: Class 23 contains 8974 members 
Mstep: Class 24 contains 23257 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 29151 members 
Mstep: Class 28 contains 7087 members 
Mstep: Class 29 contains 14831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142623664.000000 Penalty: 103674.632812
Iteration 45Q: 30 clusters Score -1.426237e+08 nChanged 28539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 18075 members 
Mstep: Class 3 contains 24505 members 
Mstep: Class 4 contains 2835 members 
Mstep: Class 5 contains 76010 members 
Mstep: Class 6 contains 31674 members 
Mstep: Class 7 contains 22992 members 
Mstep: Class 8 contains 34101 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 50153 members 
Mstep: Class 11 contains 522874 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 26097 members 
Mstep: Class 14 contains 44613 members 
Mstep: Class 15 contains 18636 members 
Mstep: Class 16 contains 16428 members 
Mstep: Class 17 contains 608177 members 
Mstep: Class 18 contains 163544 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 10540 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 22 contains 19757 members 
Mstep: Class 23 contains 9180 members 
Mstep: Class 24 contains 23623 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 29689 members 
Mstep: Class 28 contains 6864 members 
Mstep: Class 29 contains 14916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142629488.000000 Penalty: 103674.632812
Iteration 46Q: 30 clusters Score -1.426295e+08 nChanged 28313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 17951 members 
Mstep: Class 3 contains 24630 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 77469 members 
Mstep: Class 6 contains 31657 members 
Mstep: Class 7 contains 23591 members 
Mstep: Class 8 contains 33676 members 
Mstep: Class 9 contains 2144 members 
Mstep: Class 10 contains 50350 members 
Mstep: Class 11 contains 540724 members 
Mstep: Class 12 contains 1584 members 
Mstep: Class 13 contains 26261 members 
Mstep: Class 14 contains 44475 members 
Mstep: Class 15 contains 18406 members 
Mstep: Class 16 contains 16443 members 
Mstep: Class 17 contains 586125 members 
Mstep: Class 18 contains 164352 members 
Mstep: Class 19 contains 4099 members 
Mstep: Class 20 contains 10142 members 
Mstep: Class 21 contains 2946 members 
Mstep: Class 22 contains 20680 members 
Mstep: Class 23 contains 9373 members 
Mstep: Class 24 contains 23941 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 30116 members 
Mstep: Class 28 contains 6670 members 
Mstep: Class 29 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142634768.000000 Penalty: 103674.632812
Iteration 47Q: 30 clusters Score -1.426348e+08 nChanged 27888
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 17829 members 
Mstep: Class 3 contains 24715 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 78854 members 
Mstep: Class 6 contains 31609 members 
Mstep: Class 7 contains 24106 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 50518 members 
Mstep: Class 11 contains 558689 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 26381 members 
Mstep: Class 14 contains 44318 members 
Mstep: Class 15 contains 18232 members 
Mstep: Class 16 contains 16460 members 
Mstep: Class 17 contains 564446 members 
Mstep: Class 18 contains 165144 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 9711 members 
Mstep: Class 21 contains 2993 members 
Mstep: Class 22 contains 21514 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 24225 members 
Mstep: Class 25 contains 4353 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 30462 members 
Mstep: Class 28 contains 6482 members 
Mstep: Class 29 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142639232.000000 Penalty: 103674.632812
Iteration 48Q: 30 clusters Score -1.426392e+08 nChanged 27670
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 17743 members 
Mstep: Class 3 contains 24771 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 80181 members 
Mstep: Class 6 contains 31536 members 
Mstep: Class 7 contains 24625 members 
Mstep: Class 8 contains 32945 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 50646 members 
Mstep: Class 11 contains 577021 members 
Mstep: Class 12 contains 1586 members 
Mstep: Class 13 contains 26473 members 
Mstep: Class 14 contains 44177 members 
Mstep: Class 15 contains 18090 members 
Mstep: Class 16 contains 16475 members 
Mstep: Class 17 contains 542709 members 
Mstep: Class 18 contains 165997 members 
Mstep: Class 19 contains 4051 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 22284 members 
Mstep: Class 23 contains 9790 members 
Mstep: Class 24 contains 24501 members 
Mstep: Class 25 contains 4364 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 30716 members 
Mstep: Class 28 contains 6296 members 
Mstep: Class 29 contains 15146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142644496.000000 Penalty: 103674.632812
Iteration 49Q: 30 clusters Score -1.426445e+08 nChanged 27708
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 17677 members 
Mstep: Class 3 contains 24818 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 81376 members 
Mstep: Class 6 contains 31413 members 
Mstep: Class 7 contains 25138 members 
Mstep: Class 8 contains 32619 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 50765 members 
Mstep: Class 11 contains 595492 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 26518 members 
Mstep: Class 14 contains 44018 members 
Mstep: Class 15 contains 17974 members 
Mstep: Class 16 contains 16481 members 
Mstep: Class 17 contains 521158 members 
Mstep: Class 18 contains 166855 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 8742 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 23046 members 
Mstep: Class 23 contains 9977 members 
Mstep: Class 24 contains 24728 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 30911 members 
Mstep: Class 28 contains 6162 members 
Mstep: Class 29 contains 15196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142649440.000000 Penalty: 103674.632812
Iteration 50Q: 30 clusters Score -1.426494e+08 nChanged 27280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 17622 members 
Mstep: Class 3 contains 24832 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 82538 members 
Mstep: Class 6 contains 31257 members 
Mstep: Class 7 contains 25612 members 
Mstep: Class 8 contains 32326 members 
Mstep: Class 9 contains 2500 members 
Mstep: Class 10 contains 50866 members 
Mstep: Class 11 contains 613861 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 26542 members 
Mstep: Class 14 contains 43861 members 
Mstep: Class 15 contains 17873 members 
Mstep: Class 16 contains 16491 members 
Mstep: Class 17 contains 499961 members 
Mstep: Class 18 contains 167659 members 
Mstep: Class 19 contains 4016 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 3090 members 
Mstep: Class 22 contains 23798 members 
Mstep: Class 23 contains 10105 members 
Mstep: Class 24 contains 24947 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 3401 members 
Mstep: Class 27 contains 31066 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 15247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142655440.000000 Penalty: 103674.632812
Iteration 51Q: 30 clusters Score -1.426554e+08 nChanged 27030
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 17510 members 
Mstep: Class 3 contains 24803 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 83570 members 
Mstep: Class 6 contains 31118 members 
Mstep: Class 7 contains 26064 members 
Mstep: Class 8 contains 32080 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 50899 members 
Mstep: Class 11 contains 632084 members 
Mstep: Class 12 contains 1604 members 
Mstep: Class 13 contains 26542 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 16502 members 
Mstep: Class 17 contains 479393 members 
Mstep: Class 18 contains 168327 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 7707 members 
Mstep: Class 21 contains 3109 members 
Mstep: Class 22 contains 24596 members 
Mstep: Class 23 contains 10212 members 
Mstep: Class 24 contains 25130 members 
Mstep: Class 25 contains 4375 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 31159 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 15308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142662048.000000 Penalty: 103674.632812
Iteration 52Q: 30 clusters Score -1.42662e+08 nChanged 26595
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 17435 members 
Mstep: Class 3 contains 24762 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 84495 members 
Mstep: Class 6 contains 30965 members 
Mstep: Class 7 contains 26501 members 
Mstep: Class 8 contains 31819 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 50868 members 
Mstep: Class 11 contains 649922 members 
Mstep: Class 12 contains 1607 members 
Mstep: Class 13 contains 26501 members 
Mstep: Class 14 contains 43552 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 16513 members 
Mstep: Class 17 contains 459685 members 
Mstep: Class 18 contains 168890 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 3127 members 
Mstep: Class 22 contains 25399 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 25320 members 
Mstep: Class 25 contains 4375 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 31186 members 
Mstep: Class 28 contains 5945 members 
Mstep: Class 29 contains 15349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142668144.000000 Penalty: 103674.632812
Iteration 53Q: 30 clusters Score -1.426681e+08 nChanged 25884
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 17336 members 
Mstep: Class 3 contains 24743 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 85278 members 
Mstep: Class 6 contains 30830 members 
Mstep: Class 7 contains 26893 members 
Mstep: Class 8 contains 31568 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 50808 members 
Mstep: Class 11 contains 667131 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 26453 members 
Mstep: Class 14 contains 43375 members 
Mstep: Class 15 contains 17614 members 
Mstep: Class 16 contains 16516 members 
Mstep: Class 17 contains 440735 members 
Mstep: Class 18 contains 169488 members 
Mstep: Class 19 contains 4005 members 
Mstep: Class 20 contains 6614 members 
Mstep: Class 21 contains 3143 members 
Mstep: Class 22 contains 26230 members 
Mstep: Class 23 contains 10335 members 
Mstep: Class 24 contains 25520 members 
Mstep: Class 25 contains 4375 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 31182 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 15381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142673968.000000 Penalty: 103674.632812
Iteration 54Q: 30 clusters Score -1.42674e+08 nChanged 24717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 17219 members 
Mstep: Class 3 contains 24721 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 86055 members 
Mstep: Class 6 contains 30689 members 
Mstep: Class 7 contains 27315 members 
Mstep: Class 8 contains 31331 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 50741 members 
Mstep: Class 11 contains 683522 members 
Mstep: Class 12 contains 1616 members 
Mstep: Class 13 contains 26413 members 
Mstep: Class 14 contains 43221 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 16514 members 
Mstep: Class 17 contains 422730 members 
Mstep: Class 18 contains 170015 members 
Mstep: Class 19 contains 4002 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 27014 members 
Mstep: Class 23 contains 10407 members 
Mstep: Class 24 contains 25671 members 
Mstep: Class 25 contains 4376 members 
Mstep: Class 26 contains 3402 members 
Mstep: Class 27 contains 31170 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 15409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142679904.000000 Penalty: 103674.632812
Iteration 55Q: 30 clusters Score -1.426799e+08 nChanged 23155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 17089 members 
Mstep: Class 3 contains 24694 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 86863 members 
Mstep: Class 6 contains 30558 members 
Mstep: Class 7 contains 27714 members 
Mstep: Class 8 contains 31053 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 50702 members 
Mstep: Class 11 contains 698643 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 26375 members 
Mstep: Class 14 contains 43108 members 
Mstep: Class 15 contains 17591 members 
Mstep: Class 16 contains 16520 members 
Mstep: Class 17 contains 406058 members 
Mstep: Class 18 contains 170519 members 
Mstep: Class 19 contains 4001 members 
Mstep: Class 20 contains 5477 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 25830 members 
Mstep: Class 25 contains 4379 members 
Mstep: Class 26 contains 3403 members 
Mstep: Class 27 contains 31170 members 
Mstep: Class 28 contains 5920 members 
Mstep: Class 29 contains 15432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142684832.000000 Penalty: 103674.632812
Iteration 56Q: 30 clusters Score -1.426848e+08 nChanged 21237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 16968 members 
Mstep: Class 3 contains 24671 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 87705 members 
Mstep: Class 6 contains 30414 members 
Mstep: Class 7 contains 28092 members 
Mstep: Class 8 contains 30792 members 
Mstep: Class 9 contains 2877 members 
Mstep: Class 10 contains 50680 members 
Mstep: Class 11 contains 712282 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 26348 members 
Mstep: Class 14 contains 43020 members 
Mstep: Class 15 contains 17604 members 
Mstep: Class 16 contains 16520 members 
Mstep: Class 17 contains 391010 members 
Mstep: Class 18 contains 170842 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 4873 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 28272 members 
Mstep: Class 23 contains 10505 members 
Mstep: Class 24 contains 26038 members 
Mstep: Class 25 contains 4380 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 31186 members 
Mstep: Class 28 contains 5935 members 
Mstep: Class 29 contains 15454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142689376.000000 Penalty: 103674.632812
Iteration 57Q: 30 clusters Score -1.426894e+08 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 16841 members 
Mstep: Class 3 contains 24656 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 88581 members 
Mstep: Class 6 contains 30273 members 
Mstep: Class 7 contains 28451 members 
Mstep: Class 8 contains 30547 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 50666 members 
Mstep: Class 11 contains 724059 members 
Mstep: Class 12 contains 1623 members 
Mstep: Class 13 contains 26328 members 
Mstep: Class 14 contains 42933 members 
Mstep: Class 15 contains 17634 members 
Mstep: Class 16 contains 16526 members 
Mstep: Class 17 contains 377931 members 
Mstep: Class 18 contains 171085 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 4331 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 28723 members 
Mstep: Class 23 contains 10550 members 
Mstep: Class 24 contains 26235 members 
Mstep: Class 25 contains 4380 members 
Mstep: Class 26 contains 3405 members 
Mstep: Class 27 contains 31189 members 
Mstep: Class 28 contains 5957 members 
Mstep: Class 29 contains 15463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142693184.000000 Penalty: 103674.632812
Iteration 58Q: 30 clusters Score -1.426932e+08 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 16748 members 
Mstep: Class 3 contains 24666 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 89622 members 
Mstep: Class 6 contains 30090 members 
Mstep: Class 7 contains 28783 members 
Mstep: Class 8 contains 30307 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 50707 members 
Mstep: Class 11 contains 734059 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 42869 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 16532 members 
Mstep: Class 17 contains 366525 members 
Mstep: Class 18 contains 171291 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 29071 members 
Mstep: Class 23 contains 10599 members 
Mstep: Class 24 contains 26449 members 
Mstep: Class 25 contains 4380 members 
Mstep: Class 26 contains 3407 members 
Mstep: Class 27 contains 31172 members 
Mstep: Class 28 contains 5971 members 
Mstep: Class 29 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142695184.000000 Penalty: 103674.632812
Iteration 59Q: 30 clusters Score -1.426952e+08 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 16660 members 
Mstep: Class 3 contains 24665 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 90735 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 30078 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 50767 members 
Mstep: Class 11 contains 742503 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 26292 members 
Mstep: Class 14 contains 42848 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 16536 members 
Mstep: Class 17 contains 356664 members 
Mstep: Class 18 contains 171455 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 3344 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 29299 members 
Mstep: Class 23 contains 10633 members 
Mstep: Class 24 contains 26689 members 
Mstep: Class 25 contains 4381 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 31185 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 15555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142702096.000000 Penalty: 103674.632812
Iteration 60F: 30 clusters Score -1.427021e+08 nChanged 18412
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 16558 members 
Mstep: Class 3 contains 24668 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 91783 members 
Mstep: Class 6 contains 29754 members 
Mstep: Class 7 contains 29391 members 
Mstep: Class 8 contains 29790 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 50842 members 
Mstep: Class 11 contains 755205 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 13 contains 26257 members 
Mstep: Class 14 contains 42878 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 342834 members 
Mstep: Class 18 contains 171573 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 29268 members 
Mstep: Class 23 contains 10690 members 
Mstep: Class 24 contains 26935 members 
Mstep: Class 25 contains 4381 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 31190 members 
Mstep: Class 28 contains 5949 members 
Mstep: Class 29 contains 15594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3385.168945 but Gain 3574.984375
Score: -142706720.000000 Penalty: 100099.648438
Iteration 61Q: 29 clusters Score -1.427067e+08 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 16478 members 
Mstep: Class 3 contains 24708 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 92833 members 
Mstep: Class 6 contains 29611 members 
Mstep: Class 7 contains 29641 members 
Mstep: Class 8 contains 29563 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 50928 members 
Mstep: Class 11 contains 768990 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 26280 members 
Mstep: Class 14 contains 42930 members 
Mstep: Class 15 contains 17666 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 330085 members 
Mstep: Class 18 contains 171680 members 
Mstep: Class 19 contains 3999 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 29526 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 27160 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31206 members 
Mstep: Class 28 contains 5936 members 
Mstep: Class 29 contains 15618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142713648.000000 Penalty: 100099.648438
Iteration 62Q: 29 clusters Score -1.427136e+08 nChanged 16384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 16416 members 
Mstep: Class 3 contains 24755 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 93888 members 
Mstep: Class 6 contains 29467 members 
Mstep: Class 7 contains 29903 members 
Mstep: Class 8 contains 29262 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 50993 members 
Mstep: Class 11 contains 779452 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 13 contains 26307 members 
Mstep: Class 14 contains 42993 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 318177 members 
Mstep: Class 18 contains 171727 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 29492 members 
Mstep: Class 23 contains 10775 members 
Mstep: Class 24 contains 27392 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31198 members 
Mstep: Class 28 contains 5931 members 
Mstep: Class 29 contains 15651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142715280.000000 Penalty: 100099.648438
Iteration 63Q: 29 clusters Score -1.427153e+08 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16346 members 
Mstep: Class 3 contains 24793 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 94982 members 
Mstep: Class 6 contains 29331 members 
Mstep: Class 7 contains 30158 members 
Mstep: Class 8 contains 29032 members 
Mstep: Class 9 contains 3216 members 
Mstep: Class 10 contains 51071 members 
Mstep: Class 11 contains 788940 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 43055 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 16535 members 
Mstep: Class 17 contains 307317 members 
Mstep: Class 18 contains 171616 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 29463 members 
Mstep: Class 23 contains 10806 members 
Mstep: Class 24 contains 27584 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31211 members 
Mstep: Class 28 contains 5922 members 
Mstep: Class 29 contains 15710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142716992.000000 Penalty: 100099.648438
Iteration 64Q: 29 clusters Score -1.42717e+08 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 16293 members 
Mstep: Class 3 contains 24831 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 96068 members 
Mstep: Class 6 contains 29193 members 
Mstep: Class 7 contains 30420 members 
Mstep: Class 8 contains 28820 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 51171 members 
Mstep: Class 11 contains 797651 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 26344 members 
Mstep: Class 14 contains 43156 members 
Mstep: Class 15 contains 17532 members 
Mstep: Class 16 contains 16528 members 
Mstep: Class 17 contains 297292 members 
Mstep: Class 18 contains 171363 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 29421 members 
Mstep: Class 23 contains 10831 members 
Mstep: Class 24 contains 27768 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31259 members 
Mstep: Class 28 contains 5916 members 
Mstep: Class 29 contains 15742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142717760.000000 Penalty: 100099.648438
Iteration 65Q: 29 clusters Score -1.427178e+08 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 16243 members 
Mstep: Class 3 contains 24871 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 97174 members 
Mstep: Class 6 contains 29087 members 
Mstep: Class 7 contains 30703 members 
Mstep: Class 8 contains 28641 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 51288 members 
Mstep: Class 11 contains 805436 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 26368 members 
Mstep: Class 14 contains 43243 members 
Mstep: Class 15 contains 17485 members 
Mstep: Class 16 contains 16520 members 
Mstep: Class 17 contains 288097 members 
Mstep: Class 18 contains 171065 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 29405 members 
Mstep: Class 23 contains 10842 members 
Mstep: Class 24 contains 27941 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31300 members 
Mstep: Class 28 contains 5915 members 
Mstep: Class 29 contains 15791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718720.000000 Penalty: 100099.648438
Iteration 66Q: 29 clusters Score -1.427187e+08 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 16197 members 
Mstep: Class 3 contains 24919 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 98286 members 
Mstep: Class 6 contains 28988 members 
Mstep: Class 7 contains 30976 members 
Mstep: Class 8 contains 28463 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 51495 members 
Mstep: Class 11 contains 812384 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 43336 members 
Mstep: Class 15 contains 17469 members 
Mstep: Class 16 contains 16512 members 
Mstep: Class 17 contains 279642 members 
Mstep: Class 18 contains 170783 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 21 contains 3156 members 
Mstep: Class 22 contains 29392 members 
Mstep: Class 23 contains 10858 members 
Mstep: Class 24 contains 28097 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31334 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 15823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719760.000000 Penalty: 100099.648438
Iteration 67Q: 29 clusters Score -1.427198e+08 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 16137 members 
Mstep: Class 3 contains 24991 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 99336 members 
Mstep: Class 6 contains 28900 members 
Mstep: Class 7 contains 31250 members 
Mstep: Class 8 contains 28275 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 51752 members 
Mstep: Class 11 contains 818560 members 
Mstep: Class 12 contains 1676 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 14 contains 43422 members 
Mstep: Class 15 contains 17450 members 
Mstep: Class 16 contains 16499 members 
Mstep: Class 17 contains 272027 members 
Mstep: Class 18 contains 170492 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 21 contains 3145 members 
Mstep: Class 22 contains 29359 members 
Mstep: Class 23 contains 10866 members 
Mstep: Class 24 contains 28250 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31380 members 
Mstep: Class 28 contains 5907 members 
Mstep: Class 29 contains 15846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719280.000000 Penalty: 100099.648438
Iteration 68Q: 29 clusters Score -1.427193e+08 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 16091 members 
Mstep: Class 3 contains 25076 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 100357 members 
Mstep: Class 6 contains 28843 members 
Mstep: Class 7 contains 31497 members 
Mstep: Class 8 contains 28095 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 52005 members 
Mstep: Class 11 contains 824197 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 26427 members 
Mstep: Class 14 contains 43528 members 
Mstep: Class 15 contains 17436 members 
Mstep: Class 16 contains 16486 members 
Mstep: Class 17 contains 264919 members 
Mstep: Class 18 contains 170196 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 21 contains 3137 members 
Mstep: Class 22 contains 29299 members 
Mstep: Class 23 contains 10872 members 
Mstep: Class 24 contains 28374 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31450 members 
Mstep: Class 28 contains 5909 members 
Mstep: Class 29 contains 15879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719296.000000 Penalty: 100099.648438
Iteration 69Q: 29 clusters Score -1.427193e+08 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 16082 members 
Mstep: Class 3 contains 25149 members 
Mstep: Class 4 contains 4143 members 
Mstep: Class 5 contains 101345 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 31724 members 
Mstep: Class 8 contains 27892 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 52281 members 
Mstep: Class 11 contains 829364 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 26470 members 
Mstep: Class 14 contains 43663 members 
Mstep: Class 15 contains 17425 members 
Mstep: Class 16 contains 16482 members 
Mstep: Class 17 contains 258253 members 
Mstep: Class 18 contains 169848 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3130 members 
Mstep: Class 22 contains 29229 members 
Mstep: Class 23 contains 10878 members 
Mstep: Class 24 contains 28486 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31543 members 
Mstep: Class 28 contains 5914 members 
Mstep: Class 29 contains 15936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719168.000000 Penalty: 100099.648438
Iteration 70Q: 29 clusters Score -1.427192e+08 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 16063 members 
Mstep: Class 3 contains 25203 members 
Mstep: Class 4 contains 4198 members 
Mstep: Class 5 contains 102295 members 
Mstep: Class 6 contains 28757 members 
Mstep: Class 7 contains 31932 members 
Mstep: Class 8 contains 27709 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 52551 members 
Mstep: Class 11 contains 834069 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 26539 members 
Mstep: Class 14 contains 43811 members 
Mstep: Class 15 contains 17433 members 
Mstep: Class 16 contains 16468 members 
Mstep: Class 17 contains 252012 members 
Mstep: Class 18 contains 169531 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 29181 members 
Mstep: Class 23 contains 10883 members 
Mstep: Class 24 contains 28609 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31637 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 15972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718688.000000 Penalty: 100099.648438
Iteration 71Q: 29 clusters Score -1.427187e+08 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 16048 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 4256 members 
Mstep: Class 5 contains 103306 members 
Mstep: Class 6 contains 28745 members 
Mstep: Class 7 contains 32140 members 
Mstep: Class 8 contains 27513 members 
Mstep: Class 9 contains 3473 members 
Mstep: Class 10 contains 52829 members 
Mstep: Class 11 contains 838401 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 26588 members 
Mstep: Class 14 contains 43969 members 
Mstep: Class 15 contains 17446 members 
Mstep: Class 16 contains 16457 members 
Mstep: Class 17 contains 246072 members 
Mstep: Class 18 contains 169233 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3115 members 
Mstep: Class 22 contains 29115 members 
Mstep: Class 23 contains 10884 members 
Mstep: Class 24 contains 28730 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31739 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 16001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718992.000000 Penalty: 100099.648438
Iteration 72Q: 29 clusters Score -1.42719e+08 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 16029 members 
Mstep: Class 3 contains 25368 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 104333 members 
Mstep: Class 6 contains 28744 members 
Mstep: Class 7 contains 32374 members 
Mstep: Class 8 contains 27304 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 53111 members 
Mstep: Class 11 contains 842417 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 26609 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 17456 members 
Mstep: Class 16 contains 16437 members 
Mstep: Class 17 contains 240413 members 
Mstep: Class 18 contains 168912 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3113 members 
Mstep: Class 22 contains 29076 members 
Mstep: Class 23 contains 10883 members 
Mstep: Class 24 contains 28862 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 31866 members 
Mstep: Class 28 contains 5926 members 
Mstep: Class 29 contains 16015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718848.000000 Penalty: 100099.648438
Iteration 73Q: 29 clusters Score -1.427188e+08 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 16011 members 
Mstep: Class 3 contains 25450 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 105361 members 
Mstep: Class 6 contains 28772 members 
Mstep: Class 7 contains 32613 members 
Mstep: Class 8 contains 27080 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 53374 members 
Mstep: Class 11 contains 845978 members 
Mstep: Class 12 contains 1677 members 
Mstep: Class 13 contains 26635 members 
Mstep: Class 14 contains 44360 members 
Mstep: Class 15 contains 17475 members 
Mstep: Class 16 contains 16426 members 
Mstep: Class 17 contains 235156 members 
Mstep: Class 18 contains 168563 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 29039 members 
Mstep: Class 23 contains 10882 members 
Mstep: Class 24 contains 29012 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32017 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 16029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718704.000000 Penalty: 100099.648438
Iteration 74Q: 29 clusters Score -1.427187e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 16000 members 
Mstep: Class 3 contains 25531 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 106346 members 
Mstep: Class 6 contains 28832 members 
Mstep: Class 7 contains 32885 members 
Mstep: Class 8 contains 26849 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 53661 members 
Mstep: Class 11 contains 849200 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26671 members 
Mstep: Class 14 contains 44564 members 
Mstep: Class 15 contains 17494 members 
Mstep: Class 16 contains 16402 members 
Mstep: Class 17 contains 230240 members 
Mstep: Class 18 contains 168210 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 28998 members 
Mstep: Class 23 contains 10870 members 
Mstep: Class 24 contains 29201 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32146 members 
Mstep: Class 28 contains 5925 members 
Mstep: Class 29 contains 16024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719024.000000 Penalty: 100099.648438
Iteration 75Q: 29 clusters Score -1.42719e+08 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 15991 members 
Mstep: Class 3 contains 25606 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 107339 members 
Mstep: Class 6 contains 28897 members 
Mstep: Class 7 contains 33181 members 
Mstep: Class 8 contains 26563 members 
Mstep: Class 9 contains 3561 members 
Mstep: Class 10 contains 53915 members 
Mstep: Class 11 contains 852256 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 26712 members 
Mstep: Class 14 contains 44769 members 
Mstep: Class 15 contains 17520 members 
Mstep: Class 16 contains 16381 members 
Mstep: Class 17 contains 225560 members 
Mstep: Class 18 contains 167897 members 
Mstep: Class 19 contains 3991 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 28926 members 
Mstep: Class 23 contains 10876 members 
Mstep: Class 24 contains 29337 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32267 members 
Mstep: Class 28 contains 5930 members 
Mstep: Class 29 contains 16026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718512.000000 Penalty: 100099.648438
Iteration 76Q: 29 clusters Score -1.427185e+08 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 25681 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 108400 members 
Mstep: Class 6 contains 28978 members 
Mstep: Class 7 contains 33469 members 
Mstep: Class 8 contains 26253 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 54130 members 
Mstep: Class 11 contains 855168 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 26761 members 
Mstep: Class 14 contains 45011 members 
Mstep: Class 15 contains 17538 members 
Mstep: Class 16 contains 16357 members 
Mstep: Class 17 contains 220982 members 
Mstep: Class 18 contains 167572 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 21 contains 3088 members 
Mstep: Class 22 contains 28868 members 
Mstep: Class 23 contains 10875 members 
Mstep: Class 24 contains 29474 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32380 members 
Mstep: Class 28 contains 5936 members 
Mstep: Class 29 contains 16028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718912.000000 Penalty: 100099.648438
Iteration 77Q: 29 clusters Score -1.427189e+08 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 16008 members 
Mstep: Class 3 contains 25751 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 109412 members 
Mstep: Class 6 contains 29066 members 
Mstep: Class 7 contains 33748 members 
Mstep: Class 8 contains 25974 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 54380 members 
Mstep: Class 11 contains 857870 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26818 members 
Mstep: Class 14 contains 45220 members 
Mstep: Class 15 contains 17561 members 
Mstep: Class 16 contains 16335 members 
Mstep: Class 17 contains 216630 members 
Mstep: Class 18 contains 167257 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 21 contains 3076 members 
Mstep: Class 22 contains 28798 members 
Mstep: Class 23 contains 10875 members 
Mstep: Class 24 contains 29601 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32500 members 
Mstep: Class 28 contains 5938 members 
Mstep: Class 29 contains 16040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719104.000000 Penalty: 100099.648438
Iteration 78Q: 29 clusters Score -1.427191e+08 nChanged 6321
Entering ConstructFrom: 
Score: -142719104.000000 Penalty: 100099.648438
Entering ConstructFrom: 
Trying to split cluster 1 (31196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Entering Unmasked Estep 
Score: -2490276.500000 Penalty: 2566.315186
	Iteration 0F: 2 clusters Score -2490276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2468730.500000 Penalty: 5132.630371
	Iteration 0F: 3 clusters Score -2468730 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2476589.250000 Penalty: 5132.630371
	Iteration 1F: 3 clusters Score -2476589 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2477236.000000 Penalty: 5132.630371
	Iteration 2F: 3 clusters Score -2477236 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2478035.750000 Penalty: 5132.630371
	Iteration 3F: 3 clusters Score -2478036 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2479049.250000 Penalty: 5132.630371
	Iteration 4F: 3 clusters Score -2479049 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2480348.250000 Penalty: 5132.630371
	Iteration 5F: 3 clusters Score -2480348 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2481727.000000 Penalty: 5132.630371
	Iteration 6F: 3 clusters Score -2481727 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2482993.000000 Penalty: 5132.630371
	Iteration 7F: 3 clusters Score -2482993 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2484080.250000 Penalty: 5132.630371
	Iteration 8F: 3 clusters Score -2484080 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2484872.750000 Penalty: 5132.630371
	Iteration 9Q: 3 clusters Score -2484873 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2485445.250000 Penalty: 5132.630371
	Iteration 10Q: 3 clusters Score -2485445 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2485870.750000 Penalty: 5132.630371
	Iteration 11Q: 3 clusters Score -2485871 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2486143.750000 Penalty: 5132.630371
	Iteration 12Q: 3 clusters Score -2486144 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2486339.000000 Penalty: 5132.630371
	Iteration 13Q: 3 clusters Score -2486339 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2486475.750000 Penalty: 5132.630371
	Iteration 14Q: 3 clusters Score -2486476 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2486548.000000 Penalty: 5132.630371
	Iteration 15Q: 3 clusters Score -2486548 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2486596.750000 Penalty: 5132.630371
	Iteration 16Q: 3 clusters Score -2486597 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2486633.500000 Penalty: 5132.630371
	Iteration 17Q: 3 clusters Score -2486634 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2486644.000000 Penalty: 5132.630371
	Iteration 18Q: 3 clusters Score -2486644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2486655.500000 Penalty: 5132.630371
	Iteration 19Q: 3 clusters Score -2486656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2486665.750000 Penalty: 5132.630371
	Iteration 20F: 3 clusters Score -2486666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2486680.250000 Penalty: 5132.630371
	Iteration 21Q: 3 clusters Score -2486680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2486693.000000 Penalty: 5132.630371
	Iteration 22Q: 3 clusters Score -2486693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2486693.750000 Penalty: 5132.630371
	Iteration 23Q: 3 clusters Score -2486694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2486695.750000 Penalty: 5132.630371
	Iteration 24Q: 3 clusters Score -2486696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2486694.750000 Penalty: 5132.630371
	Iteration 25Q: 3 clusters Score -2486695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2486698.750000 Penalty: 5132.630371
	Iteration 26Q: 3 clusters Score -2486699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2486700.500000 Penalty: 5132.630371
	Iteration 27Q: 3 clusters Score -2486700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2486702.500000 Penalty: 5132.630371
	Iteration 28Q: 3 clusters Score -2486702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2486698.750000 Penalty: 5132.630371
	Iteration 29Q: 3 clusters Score -2486699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2486700.250000 Penalty: 5132.630371
	Iteration 30Q: 3 clusters Score -2486700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2486699.500000 Penalty: 5132.630371
	Iteration 31Q: 3 clusters Score -2486700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2486695.000000 Penalty: 5132.630371
	Iteration 32Q: 3 clusters Score -2486695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2486699.750000 Penalty: 5132.630371
	Iteration 33Q: 3 clusters Score -2486700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2486702.250000 Penalty: 5132.630371
	Iteration 34Q: 3 clusters Score -2486702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2486696.250000 Penalty: 5132.630371
	Iteration 35Q: 3 clusters Score -2486696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2486701.500000 Penalty: 5132.630371
	Iteration 36Q: 3 clusters Score -2486702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2486697.500000 Penalty: 5132.630371
	Iteration 37Q: 3 clusters Score -2486698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2486699.500000 Penalty: 5132.630371
	Iteration 38Q: 3 clusters Score -2486700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2486694.500000 Penalty: 5132.630371
	Iteration 39Q: 3 clusters Score -2486694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2486704.250000 Penalty: 5132.630371
	Iteration 40F: 3 clusters Score -2486704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2486705.000000 Penalty: 5132.630371
	Iteration 41Q: 3 clusters Score -2486705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2486710.250000 Penalty: 5132.630371
	Iteration 42Q: 3 clusters Score -2486710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2486710.750000 Penalty: 5132.630371
	Iteration 43Q: 3 clusters Score -2486711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2486712.750000 Penalty: 5132.630371
	Iteration 44Q: 3 clusters Score -2486713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2486711.000000 Penalty: 5132.630371
	Iteration 45Q: 3 clusters Score -2486711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2486717.750000 Penalty: 5132.630371
	Iteration 46Q: 3 clusters Score -2486718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2486715.750000 Penalty: 5132.630371
	Iteration 47Q: 3 clusters Score -2486716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2486715.000000 Penalty: 5132.630371
	Iteration 48Q: 3 clusters Score -2486715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2486715.750000 Penalty: 5132.630371
	Iteration 49Q: 3 clusters Score -2486716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2486718.750000 Penalty: 5132.630371
	Iteration 50Q: 3 clusters Score -2486719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2486716.500000 Penalty: 5132.630371
	Iteration 51Q: 3 clusters Score -2486716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2486717.750000 Penalty: 5132.630371
	Iteration 52Q: 3 clusters Score -2486718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2486719.750000 Penalty: 5132.630371
	Iteration 53Q: 3 clusters Score -2486720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2486718.250000 Penalty: 5132.630371
	Iteration 54Q: 3 clusters Score -2486718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2486718.250000 Penalty: 5132.630371
	Iteration 55F: 3 clusters Score -2486718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Entering Unmasked Estep 
Score: -1231629.250000 Penalty: 2401.112549
	Iteration 0F: 2 clusters Score -1231629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1219974.750000 Penalty: 4802.225098
	Iteration 0F: 3 clusters Score -1219975 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1223802.000000 Penalty: 4802.225098
	Iteration 1F: 3 clusters Score -1223802 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1224393.375000 Penalty: 4802.225098
	Iteration 2F: 3 clusters Score -1224393 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1225094.625000 Penalty: 4802.225098
	Iteration 3F: 3 clusters Score -1225095 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1226030.625000 Penalty: 4802.225098
	Iteration 4F: 3 clusters Score -1226031 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1227076.250000 Penalty: 4802.225098
	Iteration 5F: 3 clusters Score -1227076 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1228132.625000 Penalty: 4802.225098
	Iteration 6F: 3 clusters Score -1228133 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1228923.625000 Penalty: 4802.225098
	Iteration 7F: 3 clusters Score -1228924 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1229443.250000 Penalty: 4802.225098
	Iteration 8Q: 3 clusters Score -1229443 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1229726.375000 Penalty: 4802.225098
	Iteration 9Q: 3 clusters Score -1229726 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1229896.750000 Penalty: 4802.225098
	Iteration 10Q: 3 clusters Score -1229897 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1230075.125000 Penalty: 4802.225098
	Iteration 11Q: 3 clusters Score -1230075 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1230276.750000 Penalty: 4802.225098
	Iteration 12Q: 3 clusters Score -1230277 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1230545.125000 Penalty: 4802.225098
	Iteration 13Q: 3 clusters Score -1230545 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1230861.875000 Penalty: 4802.225098
	Iteration 14Q: 3 clusters Score -1230862 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1231307.875000 Penalty: 4802.225098
	Iteration 15Q: 3 clusters Score -1231308 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1231905.375000 Penalty: 4802.225098
	Iteration 16Q: 3 clusters Score -1231905 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1232204.625000 Penalty: 4802.225098
	Iteration 17Q: 3 clusters Score -1232205 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1232321.125000 Penalty: 4802.225098
	Iteration 18Q: 3 clusters Score -1232321 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1232381.125000 Penalty: 4802.225098
	Iteration 19Q: 3 clusters Score -1232381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1232416.625000 Penalty: 4802.225098
	Iteration 20F: 3 clusters Score -1232417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1232444.375000 Penalty: 4802.225098
	Iteration 21Q: 3 clusters Score -1232444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1232460.625000 Penalty: 4802.225098
	Iteration 22Q: 3 clusters Score -1232461 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1232473.250000 Penalty: 4802.225098
	Iteration 23Q: 3 clusters Score -1232473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1232481.500000 Penalty: 4802.225098
	Iteration 24Q: 3 clusters Score -1232482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1232488.250000 Penalty: 4802.225098
	Iteration 25Q: 3 clusters Score -1232488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1232491.625000 Penalty: 4802.225098
	Iteration 26Q: 3 clusters Score -1232492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1232491.500000 Penalty: 4802.225098
	Iteration 27Q: 3 clusters Score -1232492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1232495.000000 Penalty: 4802.225098
	Iteration 28Q: 3 clusters Score -1232495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1232493.875000 Penalty: 4802.225098
	Iteration 29Q: 3 clusters Score -1232494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1232494.875000 Penalty: 4802.225098
	Iteration 30Q: 3 clusters Score -1232495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1232496.375000 Penalty: 4802.225098
	Iteration 31Q: 3 clusters Score -1232496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1232499.750000 Penalty: 4802.225098
	Iteration 32Q: 3 clusters Score -1232500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1232498.750000 Penalty: 4802.225098
	Iteration 33Q: 3 clusters Score -1232499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1232498.000000 Penalty: 4802.225098
	Iteration 34Q: 3 clusters Score -1232498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1232503.125000 Penalty: 4802.225098
	Iteration 35Q: 3 clusters Score -1232503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1232500.500000 Penalty: 4802.225098
	Iteration 36Q: 3 clusters Score -1232500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1232499.625000 Penalty: 4802.225098
	Iteration 37Q: 3 clusters Score -1232500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1232499.625000 Penalty: 4802.225098
	Iteration 38F: 3 clusters Score -1232500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 110414 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 34065 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 860444 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 45438 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 212413 members 
Mstep: Class 18 contains 166928 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 5276 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 28735 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 29724 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32624 members 
Mstep: Class 28 contains 5938 members 
Mstep: Class 29 contains 16058 members 
Entering Unmasked Estep 
Score: -142718464.000000 Penalty: 103674.632812
Splitting cluster 2 changes total score from -142719104.000000 to -142718464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (25818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Entering Unmasked Estep 
Score: -2137364.000000 Penalty: 2519.389160
	Iteration 0F: 2 clusters Score -2137364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2119392.750000 Penalty: 5038.778320
	Iteration 0F: 3 clusters Score -2119393 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2125614.000000 Penalty: 5038.778320
	Iteration 1F: 3 clusters Score -2125614 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2126002.750000 Penalty: 5038.778320
	Iteration 2Q: 3 clusters Score -2126003 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2126329.500000 Penalty: 5038.778320
	Iteration 3Q: 3 clusters Score -2126330 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2126669.000000 Penalty: 5038.778320
	Iteration 4Q: 3 clusters Score -2126669 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2127061.500000 Penalty: 5038.778320
	Iteration 5Q: 3 clusters Score -2127062 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2127503.750000 Penalty: 5038.778320
	Iteration 6Q: 3 clusters Score -2127504 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2128057.500000 Penalty: 5038.778320
	Iteration 7Q: 3 clusters Score -2128058 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2128818.250000 Penalty: 5038.778320
	Iteration 8Q: 3 clusters Score -2128818 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2129785.250000 Penalty: 5038.778320
	Iteration 9F: 3 clusters Score -2129785 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2130871.250000 Penalty: 5038.778320
	Iteration 10F: 3 clusters Score -2130871 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2131907.000000 Penalty: 5038.778320
	Iteration 11Q: 3 clusters Score -2131907 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2132729.000000 Penalty: 5038.778320
	Iteration 12Q: 3 clusters Score -2132729 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2133348.750000 Penalty: 5038.778320
	Iteration 13Q: 3 clusters Score -2133349 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2133776.250000 Penalty: 5038.778320
	Iteration 14Q: 3 clusters Score -2133776 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2134095.500000 Penalty: 5038.778320
	Iteration 15Q: 3 clusters Score -2134096 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2134314.250000 Penalty: 5038.778320
	Iteration 16Q: 3 clusters Score -2134314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2134491.750000 Penalty: 5038.778320
	Iteration 17Q: 3 clusters Score -2134492 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2134637.000000 Penalty: 5038.778320
	Iteration 18Q: 3 clusters Score -2134637 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2134721.000000 Penalty: 5038.778320
	Iteration 19Q: 3 clusters Score -2134721 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2134793.750000 Penalty: 5038.778320
	Iteration 20F: 3 clusters Score -2134794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2134847.000000 Penalty: 5038.778320
	Iteration 21Q: 3 clusters Score -2134847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2134907.250000 Penalty: 5038.778320
	Iteration 22Q: 3 clusters Score -2134907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2134953.250000 Penalty: 5038.778320
	Iteration 23Q: 3 clusters Score -2134953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2134995.000000 Penalty: 5038.778320
	Iteration 24Q: 3 clusters Score -2134995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2135028.000000 Penalty: 5038.778320
	Iteration 25Q: 3 clusters Score -2135028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2135062.250000 Penalty: 5038.778320
	Iteration 26Q: 3 clusters Score -2135062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2135087.250000 Penalty: 5038.778320
	Iteration 27Q: 3 clusters Score -2135087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2135108.750000 Penalty: 5038.778320
	Iteration 28Q: 3 clusters Score -2135109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2135122.500000 Penalty: 5038.778320
	Iteration 29Q: 3 clusters Score -2135122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2135132.250000 Penalty: 5038.778320
	Iteration 30Q: 3 clusters Score -2135132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2135149.250000 Penalty: 5038.778320
	Iteration 31Q: 3 clusters Score -2135149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2135158.250000 Penalty: 5038.778320
	Iteration 32Q: 3 clusters Score -2135158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2135163.750000 Penalty: 5038.778320
	Iteration 33Q: 3 clusters Score -2135164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2135166.750000 Penalty: 5038.778320
	Iteration 34Q: 3 clusters Score -2135167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2135165.750000 Penalty: 5038.778320
	Iteration 35Q: 3 clusters Score -2135166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2135166.250000 Penalty: 5038.778320
	Iteration 36Q: 3 clusters Score -2135166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2135168.750000 Penalty: 5038.778320
	Iteration 37Q: 3 clusters Score -2135169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2135170.500000 Penalty: 5038.778320
	Iteration 38Q: 3 clusters Score -2135170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2135168.250000 Penalty: 5038.778320
	Iteration 39Q: 3 clusters Score -2135168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2135170.750000 Penalty: 5038.778320
	Iteration 40F: 3 clusters Score -2135171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2135172.500000 Penalty: 5038.778320
	Iteration 41Q: 3 clusters Score -2135172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2135175.500000 Penalty: 5038.778320
	Iteration 42Q: 3 clusters Score -2135176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2135180.000000 Penalty: 5038.778320
	Iteration 43Q: 3 clusters Score -2135180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2135182.250000 Penalty: 5038.778320
	Iteration 44Q: 3 clusters Score -2135182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2135183.250000 Penalty: 5038.778320
	Iteration 45Q: 3 clusters Score -2135183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2135184.250000 Penalty: 5038.778320
	Iteration 46Q: 3 clusters Score -2135184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2135184.250000 Penalty: 5038.778320
	Iteration 47F: 3 clusters Score -2135184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Entering Unmasked Estep 
Score: -352705.000000 Penalty: 2091.315430
	Iteration 0F: 2 clusters Score -352705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -348444.156250 Penalty: 4182.630859
	Iteration 0F: 3 clusters Score -348444.2 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -349645.906250 Penalty: 4182.630859
	Iteration 1F: 3 clusters Score -349645.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -350074.437500 Penalty: 4182.630859
	Iteration 2F: 3 clusters Score -350074.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -350494.500000 Penalty: 4182.630859
	Iteration 3F: 3 clusters Score -350494.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -350883.343750 Penalty: 4182.630859
	Iteration 4F: 3 clusters Score -350883.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -351163.312500 Penalty: 4182.630859
	Iteration 5F: 3 clusters Score -351163.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -351346.187500 Penalty: 4182.630859
	Iteration 6Q: 3 clusters Score -351346.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -351440.781250 Penalty: 4182.630859
	Iteration 7Q: 3 clusters Score -351440.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -351505.343750 Penalty: 4182.630859
	Iteration 8Q: 3 clusters Score -351505.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -351550.625000 Penalty: 4182.630859
	Iteration 9Q: 3 clusters Score -351550.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -351581.937500 Penalty: 4182.630859
	Iteration 10Q: 3 clusters Score -351581.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -351603.281250 Penalty: 4182.630859
	Iteration 11Q: 3 clusters Score -351603.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -351622.281250 Penalty: 4182.630859
	Iteration 12Q: 3 clusters Score -351622.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -351632.218750 Penalty: 4182.630859
	Iteration 13Q: 3 clusters Score -351632.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -351638.406250 Penalty: 4182.630859
	Iteration 14Q: 3 clusters Score -351638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -351644.968750 Penalty: 4182.630859
	Iteration 15Q: 3 clusters Score -351645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -351648.062500 Penalty: 4182.630859
	Iteration 16Q: 3 clusters Score -351648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -351650.500000 Penalty: 4182.630859
	Iteration 17Q: 3 clusters Score -351650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -351652.093750 Penalty: 4182.630859
	Iteration 18Q: 3 clusters Score -351652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -351652.656250 Penalty: 4182.630859
	Iteration 19Q: 3 clusters Score -351652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -351654.718750 Penalty: 4182.630859
	Iteration 20F: 3 clusters Score -351654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -351655.218750 Penalty: 4182.630859
	Iteration 21Q: 3 clusters Score -351655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -351655.468750 Penalty: 4182.630859
	Iteration 22Q: 3 clusters Score -351655.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -351655.468750 Penalty: 4182.630859
	Iteration 23F: 3 clusters Score -351655.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Entering Unmasked Estep 
Score: -9009638.000000 Penalty: 2879.773926
	Iteration 0F: 2 clusters Score -9009638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -8935699.000000 Penalty: 5759.547852
	Iteration 0F: 3 clusters Score -8935699 nChanged 52261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -8965356.000000 Penalty: 5759.547852
	Iteration 1F: 3 clusters Score -8965356 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -8965849.000000 Penalty: 5759.547852
	Iteration 2Q: 3 clusters Score -8965849 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -8966363.000000 Penalty: 5759.547852
	Iteration 3Q: 3 clusters Score -8966363 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -8966796.000000 Penalty: 5759.547852
	Iteration 4Q: 3 clusters Score -8966796 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -8967308.000000 Penalty: 5759.547852
	Iteration 5Q: 3 clusters Score -8967308 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -8968126.000000 Penalty: 5759.547852
	Iteration 6Q: 3 clusters Score -8968126 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -8969530.000000 Penalty: 5759.547852
	Iteration 7Q: 3 clusters Score -8969530 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -8972239.000000 Penalty: 5759.547852
	Iteration 8Q: 3 clusters Score -8972239 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 79084 members 
Entering Unmasked Estep 
Score: -8977196.000000 Penalty: 5759.547852
	Iteration 9F: 3 clusters Score -8977196 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -8985296.000000 Penalty: 5759.547852
	Iteration 10F: 3 clusters Score -8985296 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -8995107.000000 Penalty: 5759.547852
	Iteration 11F: 3 clusters Score -8995107 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -9002491.000000 Penalty: 5759.547852
	Iteration 12F: 3 clusters Score -9002491 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -9005657.000000 Penalty: 5759.547852
	Iteration 13Q: 3 clusters Score -9005657 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -9006563.000000 Penalty: 5759.547852
	Iteration 14Q: 3 clusters Score -9006563 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -9006811.000000 Penalty: 5759.547852
	Iteration 15Q: 3 clusters Score -9006811 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -9006895.000000 Penalty: 5759.547852
	Iteration 16Q: 3 clusters Score -9006895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -9006951.000000 Penalty: 5759.547852
	Iteration 17Q: 3 clusters Score -9006951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -9006982.000000 Penalty: 5759.547852
	Iteration 18Q: 3 clusters Score -9006982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -9007000.000000 Penalty: 5759.547852
	Iteration 19Q: 3 clusters Score -9007000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -9007000.000000 Penalty: 5759.547852
	Iteration 20F: 3 clusters Score -9007000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -9007011.000000 Penalty: 5759.547852
	Iteration 21Q: 3 clusters Score -9007011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -9007012.000000 Penalty: 5759.547852
	Iteration 22Q: 3 clusters Score -9007012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -9007012.000000 Penalty: 5759.547852
	Iteration 23F: 3 clusters Score -9007012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Entering Unmasked Estep 
Score: -2323851.250000 Penalty: 2549.509277
	Iteration 0F: 2 clusters Score -2323851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2303869.250000 Penalty: 5099.018555
	Iteration 0F: 3 clusters Score -2303869 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2310857.500000 Penalty: 5099.018555
	Iteration 1F: 3 clusters Score -2310858 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2311318.750000 Penalty: 5099.018555
	Iteration 2Q: 3 clusters Score -2311319 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2311701.500000 Penalty: 5099.018555
	Iteration 3Q: 3 clusters Score -2311702 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2312035.500000 Penalty: 5099.018555
	Iteration 4Q: 3 clusters Score -2312036 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2312370.750000 Penalty: 5099.018555
	Iteration 5Q: 3 clusters Score -2312371 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2312725.250000 Penalty: 5099.018555
	Iteration 6Q: 3 clusters Score -2312725 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2313129.500000 Penalty: 5099.018555
	Iteration 7Q: 3 clusters Score -2313130 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2313700.000000 Penalty: 5099.018555
	Iteration 8Q: 3 clusters Score -2313700 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2314487.000000 Penalty: 5099.018555
	Iteration 9Q: 3 clusters Score -2314487 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2315634.000000 Penalty: 5099.018555
	Iteration 10F: 3 clusters Score -2315634 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2317281.500000 Penalty: 5099.018555
	Iteration 11F: 3 clusters Score -2317282 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2319164.500000 Penalty: 5099.018555
	Iteration 12F: 3 clusters Score -2319164 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2320547.250000 Penalty: 5099.018555
	Iteration 13F: 3 clusters Score -2320547 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2321320.500000 Penalty: 5099.018555
	Iteration 14Q: 3 clusters Score -2321320 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2321745.500000 Penalty: 5099.018555
	Iteration 15Q: 3 clusters Score -2321746 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2321944.750000 Penalty: 5099.018555
	Iteration 16Q: 3 clusters Score -2321945 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2322033.750000 Penalty: 5099.018555
	Iteration 17Q: 3 clusters Score -2322034 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2322078.250000 Penalty: 5099.018555
	Iteration 18Q: 3 clusters Score -2322078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2322107.500000 Penalty: 5099.018555
	Iteration 19Q: 3 clusters Score -2322108 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2322142.750000 Penalty: 5099.018555
	Iteration 20F: 3 clusters Score -2322143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2322147.000000 Penalty: 5099.018555
	Iteration 21Q: 3 clusters Score -2322147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2322154.000000 Penalty: 5099.018555
	Iteration 22Q: 3 clusters Score -2322154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2322169.500000 Penalty: 5099.018555
	Iteration 23Q: 3 clusters Score -2322170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2322174.750000 Penalty: 5099.018555
	Iteration 24Q: 3 clusters Score -2322175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2322179.250000 Penalty: 5099.018555
	Iteration 25Q: 3 clusters Score -2322179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2322177.250000 Penalty: 5099.018555
	Iteration 26Q: 3 clusters Score -2322177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2322186.750000 Penalty: 5099.018555
	Iteration 27Q: 3 clusters Score -2322187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2322189.000000 Penalty: 5099.018555
	Iteration 28Q: 3 clusters Score -2322189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2322190.750000 Penalty: 5099.018555
	Iteration 29Q: 3 clusters Score -2322191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2322196.000000 Penalty: 5099.018555
	Iteration 30Q: 3 clusters Score -2322196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2322204.250000 Penalty: 5099.018555
	Iteration 31Q: 3 clusters Score -2322204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2322206.750000 Penalty: 5099.018555
	Iteration 32Q: 3 clusters Score -2322207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2322210.250000 Penalty: 5099.018555
	Iteration 33Q: 3 clusters Score -2322210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2322207.250000 Penalty: 5099.018555
	Iteration 34Q: 3 clusters Score -2322207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2322208.750000 Penalty: 5099.018555
	Iteration 35Q: 3 clusters Score -2322209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2322208.000000 Penalty: 5099.018555
	Iteration 36Q: 3 clusters Score -2322208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2322204.750000 Penalty: 5099.018555
	Iteration 37Q: 3 clusters Score -2322205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2322203.250000 Penalty: 5099.018555
	Iteration 38Q: 3 clusters Score -2322203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2322208.500000 Penalty: 5099.018555
	Iteration 39Q: 3 clusters Score -2322208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2322211.000000 Penalty: 5099.018555
	Iteration 40F: 3 clusters Score -2322211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2322209.500000 Penalty: 5099.018555
	Iteration 41Q: 3 clusters Score -2322210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2322213.500000 Penalty: 5099.018555
	Iteration 42Q: 3 clusters Score -2322214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2322217.750000 Penalty: 5099.018555
	Iteration 43Q: 3 clusters Score -2322218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2322213.000000 Penalty: 5099.018555
	Iteration 44Q: 3 clusters Score -2322213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2322213.000000 Penalty: 5099.018555
	Iteration 45Q: 3 clusters Score -2322213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2322212.500000 Penalty: 5099.018555
	Iteration 46Q: 3 clusters Score -2322212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2322219.750000 Penalty: 5099.018555
	Iteration 47Q: 3 clusters Score -2322220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2322218.250000 Penalty: 5099.018555
	Iteration 48Q: 3 clusters Score -2322218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2322220.500000 Penalty: 5099.018555
	Iteration 49Q: 3 clusters Score -2322220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2322221.500000 Penalty: 5099.018555
	Iteration 50Q: 3 clusters Score -2322222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2322223.500000 Penalty: 5099.018555
	Iteration 51Q: 3 clusters Score -2322224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2322222.500000 Penalty: 5099.018555
	Iteration 52Q: 3 clusters Score -2322222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2322227.250000 Penalty: 5099.018555
	Iteration 53Q: 3 clusters Score -2322227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2322224.250000 Penalty: 5099.018555
	Iteration 54Q: 3 clusters Score -2322224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2322226.000000 Penalty: 5099.018555
	Iteration 55Q: 3 clusters Score -2322226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2322226.000000 Penalty: 5099.018555
	Iteration 56Q: 3 clusters Score -2322226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2322226.000000 Penalty: 5099.018555
	Iteration 57Q: 3 clusters Score -2322226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2322220.250000 Penalty: 5099.018555
	Iteration 58Q: 3 clusters Score -2322220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2322221.500000 Penalty: 5099.018555
	Iteration 59Q: 3 clusters Score -2322222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2322224.750000 Penalty: 5099.018555
	Iteration 60F: 3 clusters Score -2322225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2322223.000000 Penalty: 5099.018555
	Iteration 61Q: 3 clusters Score -2322223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2322220.750000 Penalty: 5099.018555
	Iteration 62Q: 3 clusters Score -2322221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2322221.750000 Penalty: 5099.018555
	Iteration 63Q: 3 clusters Score -2322222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2322223.750000 Penalty: 5099.018555
	Iteration 64Q: 3 clusters Score -2322224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2322223.250000 Penalty: 5099.018555
	Iteration 65Q: 3 clusters Score -2322223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2322222.250000 Penalty: 5099.018555
	Iteration 66Q: 3 clusters Score -2322222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2322230.750000 Penalty: 5099.018555
	Iteration 67Q: 3 clusters Score -2322231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2322225.000000 Penalty: 5099.018555
	Iteration 68Q: 3 clusters Score -2322225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2322228.500000 Penalty: 5099.018555
	Iteration 69Q: 3 clusters Score -2322228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2322233.000000 Penalty: 5099.018555
	Iteration 70Q: 3 clusters Score -2322233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2322231.750000 Penalty: 5099.018555
	Iteration 71Q: 3 clusters Score -2322232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2322229.000000 Penalty: 5099.018555
	Iteration 72Q: 3 clusters Score -2322229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2322229.250000 Penalty: 5099.018555
	Iteration 73Q: 3 clusters Score -2322229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2322233.000000 Penalty: 5099.018555
	Iteration 74Q: 3 clusters Score -2322233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2322235.000000 Penalty: 5099.018555
	Iteration 75Q: 3 clusters Score -2322235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2322232.000000 Penalty: 5099.018555
	Iteration 76Q: 3 clusters Score -2322232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2322231.000000 Penalty: 5099.018555
	Iteration 77Q: 3 clusters Score -2322231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2322229.750000 Penalty: 5099.018555
	Iteration 78Q: 3 clusters Score -2322230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2322229.750000 Penalty: 5099.018555
	Iteration 79F: 3 clusters Score -2322230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Entering Unmasked Estep 
Score: -2597253.500000 Penalty: 2588.134277
	Iteration 0F: 2 clusters Score -2597254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2574043.250000 Penalty: 5176.268555
	Iteration 0F: 3 clusters Score -2574043 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2582772.500000 Penalty: 5176.268555
	Iteration 1F: 3 clusters Score -2582772 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2583357.250000 Penalty: 5176.268555
	Iteration 2Q: 3 clusters Score -2583357 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2584051.000000 Penalty: 5176.268555
	Iteration 3Q: 3 clusters Score -2584051 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2584881.250000 Penalty: 5176.268555
	Iteration 4Q: 3 clusters Score -2584881 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2586075.250000 Penalty: 5176.268555
	Iteration 5F: 3 clusters Score -2586075 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2587719.250000 Penalty: 5176.268555
	Iteration 6F: 3 clusters Score -2587719 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2589728.500000 Penalty: 5176.268555
	Iteration 7F: 3 clusters Score -2589728 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2591887.000000 Penalty: 5176.268555
	Iteration 8F: 3 clusters Score -2591887 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2593623.750000 Penalty: 5176.268555
	Iteration 9F: 3 clusters Score -2593624 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2594779.250000 Penalty: 5176.268555
	Iteration 10Q: 3 clusters Score -2594779 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2595337.250000 Penalty: 5176.268555
	Iteration 11Q: 3 clusters Score -2595337 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2595668.250000 Penalty: 5176.268555
	Iteration 12Q: 3 clusters Score -2595668 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2595863.000000 Penalty: 5176.268555
	Iteration 13Q: 3 clusters Score -2595863 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2596001.750000 Penalty: 5176.268555
	Iteration 14Q: 3 clusters Score -2596002 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2596140.500000 Penalty: 5176.268555
	Iteration 15Q: 3 clusters Score -2596140 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2596260.750000 Penalty: 5176.268555
	Iteration 16Q: 3 clusters Score -2596261 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2596425.000000 Penalty: 5176.268555
	Iteration 17Q: 3 clusters Score -2596425 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2596609.000000 Penalty: 5176.268555
	Iteration 18Q: 3 clusters Score -2596609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2596805.750000 Penalty: 5176.268555
	Iteration 19Q: 3 clusters Score -2596806 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2597038.750000 Penalty: 5176.268555
	Iteration 20F: 3 clusters Score -2597039 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2597267.250000 Penalty: 5176.268555
	Iteration 21Q: 3 clusters Score -2597267 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2597495.000000 Penalty: 5176.268555
	Iteration 22Q: 3 clusters Score -2597495 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2597681.250000 Penalty: 5176.268555
	Iteration 23Q: 3 clusters Score -2597681 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2597850.750000 Penalty: 5176.268555
	Iteration 24Q: 3 clusters Score -2597851 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2598013.500000 Penalty: 5176.268555
	Iteration 25Q: 3 clusters Score -2598014 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2598150.250000 Penalty: 5176.268555
	Iteration 26Q: 3 clusters Score -2598150 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2598250.250000 Penalty: 5176.268555
	Iteration 27Q: 3 clusters Score -2598250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2598322.250000 Penalty: 5176.268555
	Iteration 28Q: 3 clusters Score -2598322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2598350.250000 Penalty: 5176.268555
	Iteration 29Q: 3 clusters Score -2598350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2598367.750000 Penalty: 5176.268555
	Iteration 30Q: 3 clusters Score -2598368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2598373.250000 Penalty: 5176.268555
	Iteration 31Q: 3 clusters Score -2598373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2598379.750000 Penalty: 5176.268555
	Iteration 32Q: 3 clusters Score -2598380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2598380.500000 Penalty: 5176.268555
	Iteration 33Q: 3 clusters Score -2598380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2598387.250000 Penalty: 5176.268555
	Iteration 34Q: 3 clusters Score -2598387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2598393.500000 Penalty: 5176.268555
	Iteration 35Q: 3 clusters Score -2598394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2598398.250000 Penalty: 5176.268555
	Iteration 36Q: 3 clusters Score -2598398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2598396.750000 Penalty: 5176.268555
	Iteration 37Q: 3 clusters Score -2598397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2598396.000000 Penalty: 5176.268555
	Iteration 38Q: 3 clusters Score -2598396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2598392.750000 Penalty: 5176.268555
	Iteration 39Q: 3 clusters Score -2598393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2598401.000000 Penalty: 5176.268555
	Iteration 40F: 3 clusters Score -2598401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2598400.250000 Penalty: 5176.268555
	Iteration 41Q: 3 clusters Score -2598400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2598401.500000 Penalty: 5176.268555
	Iteration 42Q: 3 clusters Score -2598402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2598399.250000 Penalty: 5176.268555
	Iteration 43Q: 3 clusters Score -2598399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2598398.500000 Penalty: 5176.268555
	Iteration 44Q: 3 clusters Score -2598398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2598395.500000 Penalty: 5176.268555
	Iteration 45Q: 3 clusters Score -2598396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2598395.500000 Penalty: 5176.268555
	Iteration 46F: 3 clusters Score -2598396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 110414 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 30911 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 860444 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 45438 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 212413 members 
Mstep: Class 18 contains 166928 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 28735 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 29724 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32624 members 
Mstep: Class 28 contains 5938 members 
Mstep: Class 29 contains 16058 members 
Entering Unmasked Estep 
Score: -142719440.000000 Penalty: 103674.632812
Splitting cluster 7 changes total score from -142719104.000000 to -142719440.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (25652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Entering Unmasked Estep 
Score: -2027111.750000 Penalty: 2517.789551
	Iteration 0F: 2 clusters Score -2027112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2009453.375000 Penalty: 5035.579102
	Iteration 0F: 3 clusters Score -2009453 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2015950.750000 Penalty: 5035.579102
	Iteration 1F: 3 clusters Score -2015951 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2017006.750000 Penalty: 5035.579102
	Iteration 2F: 3 clusters Score -2017007 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2018272.125000 Penalty: 5035.579102
	Iteration 3F: 3 clusters Score -2018272 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2019823.875000 Penalty: 5035.579102
	Iteration 4F: 3 clusters Score -2019824 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2021388.625000 Penalty: 5035.579102
	Iteration 5F: 3 clusters Score -2021389 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2022790.250000 Penalty: 5035.579102
	Iteration 6F: 3 clusters Score -2022790 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2023882.750000 Penalty: 5035.579102
	Iteration 7Q: 3 clusters Score -2023883 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2024539.500000 Penalty: 5035.579102
	Iteration 8Q: 3 clusters Score -2024540 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2024931.125000 Penalty: 5035.579102
	Iteration 9Q: 3 clusters Score -2024931 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2025178.750000 Penalty: 5035.579102
	Iteration 10Q: 3 clusters Score -2025179 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2025338.125000 Penalty: 5035.579102
	Iteration 11Q: 3 clusters Score -2025338 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2025429.250000 Penalty: 5035.579102
	Iteration 12Q: 3 clusters Score -2025429 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2025503.625000 Penalty: 5035.579102
	Iteration 13Q: 3 clusters Score -2025504 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2025562.250000 Penalty: 5035.579102
	Iteration 14Q: 3 clusters Score -2025562 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2025613.750000 Penalty: 5035.579102
	Iteration 15Q: 3 clusters Score -2025614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2025652.125000 Penalty: 5035.579102
	Iteration 16Q: 3 clusters Score -2025652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2025691.750000 Penalty: 5035.579102
	Iteration 17Q: 3 clusters Score -2025692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2025718.875000 Penalty: 5035.579102
	Iteration 18Q: 3 clusters Score -2025719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2025744.750000 Penalty: 5035.579102
	Iteration 19Q: 3 clusters Score -2025745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2025761.875000 Penalty: 5035.579102
	Iteration 20F: 3 clusters Score -2025762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2025783.125000 Penalty: 5035.579102
	Iteration 21Q: 3 clusters Score -2025783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2025796.375000 Penalty: 5035.579102
	Iteration 22Q: 3 clusters Score -2025796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2025809.375000 Penalty: 5035.579102
	Iteration 23Q: 3 clusters Score -2025809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2025811.125000 Penalty: 5035.579102
	Iteration 24Q: 3 clusters Score -2025811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2025820.375000 Penalty: 5035.579102
	Iteration 25Q: 3 clusters Score -2025820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2025827.375000 Penalty: 5035.579102
	Iteration 26Q: 3 clusters Score -2025827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2025829.750000 Penalty: 5035.579102
	Iteration 27Q: 3 clusters Score -2025830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2025833.375000 Penalty: 5035.579102
	Iteration 28Q: 3 clusters Score -2025833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2025832.375000 Penalty: 5035.579102
	Iteration 29Q: 3 clusters Score -2025832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2025833.000000 Penalty: 5035.579102
	Iteration 30Q: 3 clusters Score -2025833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2025833.625000 Penalty: 5035.579102
	Iteration 31Q: 3 clusters Score -2025834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2025838.250000 Penalty: 5035.579102
	Iteration 32Q: 3 clusters Score -2025838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2025838.125000 Penalty: 5035.579102
	Iteration 33Q: 3 clusters Score -2025838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2025836.500000 Penalty: 5035.579102
	Iteration 34Q: 3 clusters Score -2025836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2025836.750000 Penalty: 5035.579102
	Iteration 35Q: 3 clusters Score -2025837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2025839.250000 Penalty: 5035.579102
	Iteration 36Q: 3 clusters Score -2025839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2025843.125000 Penalty: 5035.579102
	Iteration 37Q: 3 clusters Score -2025843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2025846.625000 Penalty: 5035.579102
	Iteration 38Q: 3 clusters Score -2025847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2025849.250000 Penalty: 5035.579102
	Iteration 39Q: 3 clusters Score -2025849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2025852.375000 Penalty: 5035.579102
	Iteration 40F: 3 clusters Score -2025852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2025859.875000 Penalty: 5035.579102
	Iteration 41Q: 3 clusters Score -2025860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2025860.500000 Penalty: 5035.579102
	Iteration 42Q: 3 clusters Score -2025860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2025861.500000 Penalty: 5035.579102
	Iteration 43Q: 3 clusters Score -2025862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2025862.000000 Penalty: 5035.579102
	Iteration 44Q: 3 clusters Score -2025862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2025860.250000 Penalty: 5035.579102
	Iteration 45Q: 3 clusters Score -2025860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2025868.500000 Penalty: 5035.579102
	Iteration 46Q: 3 clusters Score -2025868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2025878.000000 Penalty: 5035.579102
	Iteration 47Q: 3 clusters Score -2025878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2025875.250000 Penalty: 5035.579102
	Iteration 48Q: 3 clusters Score -2025875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2025874.500000 Penalty: 5035.579102
	Iteration 49Q: 3 clusters Score -2025874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2025879.000000 Penalty: 5035.579102
	Iteration 50Q: 3 clusters Score -2025879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2025877.875000 Penalty: 5035.579102
	Iteration 51Q: 3 clusters Score -2025878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2025877.625000 Penalty: 5035.579102
	Iteration 52Q: 3 clusters Score -2025878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2025882.375000 Penalty: 5035.579102
	Iteration 53Q: 3 clusters Score -2025882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2025883.000000 Penalty: 5035.579102
	Iteration 54Q: 3 clusters Score -2025883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2025888.500000 Penalty: 5035.579102
	Iteration 55Q: 3 clusters Score -2025888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2025888.875000 Penalty: 5035.579102
	Iteration 56Q: 3 clusters Score -2025889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2025884.875000 Penalty: 5035.579102
	Iteration 57Q: 3 clusters Score -2025885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2025888.750000 Penalty: 5035.579102
	Iteration 58Q: 3 clusters Score -2025889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2025887.500000 Penalty: 5035.579102
	Iteration 59Q: 3 clusters Score -2025888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2025891.125000 Penalty: 5035.579102
	Iteration 60F: 3 clusters Score -2025891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2025891.000000 Penalty: 5035.579102
	Iteration 61Q: 3 clusters Score -2025891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2025892.625000 Penalty: 5035.579102
	Iteration 62Q: 3 clusters Score -2025893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2025891.875000 Penalty: 5035.579102
	Iteration 63Q: 3 clusters Score -2025892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2025894.375000 Penalty: 5035.579102
	Iteration 64Q: 3 clusters Score -2025894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2025899.375000 Penalty: 5035.579102
	Iteration 65Q: 3 clusters Score -2025899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2025900.000000 Penalty: 5035.579102
	Iteration 66Q: 3 clusters Score -2025900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2025899.500000 Penalty: 5035.579102
	Iteration 67Q: 3 clusters Score -2025900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2025900.625000 Penalty: 5035.579102
	Iteration 68Q: 3 clusters Score -2025901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2025904.500000 Penalty: 5035.579102
	Iteration 69Q: 3 clusters Score -2025904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2025903.500000 Penalty: 5035.579102
	Iteration 70Q: 3 clusters Score -2025904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2025907.125000 Penalty: 5035.579102
	Iteration 71Q: 3 clusters Score -2025907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2025908.375000 Penalty: 5035.579102
	Iteration 72Q: 3 clusters Score -2025908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2025910.375000 Penalty: 5035.579102
	Iteration 73Q: 3 clusters Score -2025910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2025910.375000 Penalty: 5035.579102
	Iteration 74F: 3 clusters Score -2025910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -278736.593750 Penalty: 2032.305786
	Iteration 0F: 2 clusters Score -278736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -275155.250000 Penalty: 4064.611572
	Iteration 0F: 3 clusters Score -275155.2 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -276155.812500 Penalty: 4064.611572
	Iteration 1F: 3 clusters Score -276155.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -276632.281250 Penalty: 4064.611572
	Iteration 2F: 3 clusters Score -276632.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -277074.812500 Penalty: 4064.611572
	Iteration 3F: 3 clusters Score -277074.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -277449.718750 Penalty: 4064.611572
	Iteration 4F: 3 clusters Score -277449.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277681.718750 Penalty: 4064.611572
	Iteration 5F: 3 clusters Score -277681.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -277832.250000 Penalty: 4064.611572
	Iteration 6Q: 3 clusters Score -277832.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -277930.968750 Penalty: 4064.611572
	Iteration 7Q: 3 clusters Score -277931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -277987.562500 Penalty: 4064.611572
	Iteration 8Q: 3 clusters Score -277987.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -278013.156250 Penalty: 4064.611572
	Iteration 9Q: 3 clusters Score -278013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -278023.250000 Penalty: 4064.611572
	Iteration 10Q: 3 clusters Score -278023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -278026.531250 Penalty: 4064.611572
	Iteration 11Q: 3 clusters Score -278026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -278031.187500 Penalty: 4064.611572
	Iteration 12Q: 3 clusters Score -278031.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -278034.156250 Penalty: 4064.611572
	Iteration 13Q: 3 clusters Score -278034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -278036.968750 Penalty: 4064.611572
	Iteration 14Q: 3 clusters Score -278037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -278038.937500 Penalty: 4064.611572
	Iteration 15Q: 3 clusters Score -278038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -278038.937500 Penalty: 4064.611572
	Iteration 16F: 3 clusters Score -278038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Entering Unmasked Estep 
Score: -4498053.500000 Penalty: 2705.218018
	Iteration 0F: 2 clusters Score -4498054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4461189.500000 Penalty: 5410.436035
	Iteration 0F: 3 clusters Score -4461190 nChanged 25355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -4475397.000000 Penalty: 5410.436035
	Iteration 1F: 3 clusters Score -4475397 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4475960.500000 Penalty: 5410.436035
	Iteration 2Q: 3 clusters Score -4475960 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4476522.500000 Penalty: 5410.436035
	Iteration 3Q: 3 clusters Score -4476522 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4477136.500000 Penalty: 5410.436035
	Iteration 4Q: 3 clusters Score -4477136 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4477912.500000 Penalty: 5410.436035
	Iteration 5Q: 3 clusters Score -4477912 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4478945.500000 Penalty: 5410.436035
	Iteration 6Q: 3 clusters Score -4478946 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -4480290.000000 Penalty: 5410.436035
	Iteration 7F: 3 clusters Score -4480290 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4482095.000000 Penalty: 5410.436035
	Iteration 8F: 3 clusters Score -4482095 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4484302.000000 Penalty: 5410.436035
	Iteration 9F: 3 clusters Score -4484302 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -4486815.000000 Penalty: 5410.436035
	Iteration 10F: 3 clusters Score -4486815 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -4489288.500000 Penalty: 5410.436035
	Iteration 11F: 3 clusters Score -4489288 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -4491392.000000 Penalty: 5410.436035
	Iteration 12Q: 3 clusters Score -4491392 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -4492989.500000 Penalty: 5410.436035
	Iteration 13Q: 3 clusters Score -4492990 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -4494085.000000 Penalty: 5410.436035
	Iteration 14Q: 3 clusters Score -4494085 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -4494746.000000 Penalty: 5410.436035
	Iteration 15Q: 3 clusters Score -4494746 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -4495124.500000 Penalty: 5410.436035
	Iteration 16Q: 3 clusters Score -4495124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -4495337.500000 Penalty: 5410.436035
	Iteration 17Q: 3 clusters Score -4495338 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -4495473.500000 Penalty: 5410.436035
	Iteration 18Q: 3 clusters Score -4495474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -4495555.000000 Penalty: 5410.436035
	Iteration 19Q: 3 clusters Score -4495555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -4495613.000000 Penalty: 5410.436035
	Iteration 20F: 3 clusters Score -4495613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -4495660.000000 Penalty: 5410.436035
	Iteration 21Q: 3 clusters Score -4495660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -4495691.000000 Penalty: 5410.436035
	Iteration 22Q: 3 clusters Score -4495691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -4495711.000000 Penalty: 5410.436035
	Iteration 23Q: 3 clusters Score -4495711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -4495732.500000 Penalty: 5410.436035
	Iteration 24Q: 3 clusters Score -4495732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -4495730.500000 Penalty: 5410.436035
	Iteration 25Q: 3 clusters Score -4495730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -4495730.000000 Penalty: 5410.436035
	Iteration 26Q: 3 clusters Score -4495730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -4495737.500000 Penalty: 5410.436035
	Iteration 27Q: 3 clusters Score -4495738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -4495740.500000 Penalty: 5410.436035
	Iteration 28Q: 3 clusters Score -4495740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -4495746.500000 Penalty: 5410.436035
	Iteration 29Q: 3 clusters Score -4495746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -4495749.000000 Penalty: 5410.436035
	Iteration 30Q: 3 clusters Score -4495749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -4495759.000000 Penalty: 5410.436035
	Iteration 31Q: 3 clusters Score -4495759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -4495754.500000 Penalty: 5410.436035
	Iteration 32Q: 3 clusters Score -4495754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -4495754.500000 Penalty: 5410.436035
	Iteration 33F: 3 clusters Score -4495754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (860444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860444 members 
Entering Unmasked Estep 
Score: -69453600.000000 Penalty: 3388.970703
	Iteration 0F: 2 clusters Score -6.94536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430848 members 
Mstep: Class 2 contains 429596 members 
Entering Unmasked Estep 
Score: -68881008.000000 Penalty: 6777.941406
	Iteration 0F: 3 clusters Score -6.888101e+07 nChanged 422092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449560 members 
Mstep: Class 2 contains 410884 members 
Entering Unmasked Estep 
Score: -69139752.000000 Penalty: 6777.941406
	Iteration 1F: 3 clusters Score -6.913975e+07 nChanged 24720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462120 members 
Mstep: Class 2 contains 398324 members 
Entering Unmasked Estep 
Score: -69146720.000000 Penalty: 6777.941406
	Iteration 2Q: 3 clusters Score -6.914672e+07 nChanged 32087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482337 members 
Mstep: Class 2 contains 378107 members 
Entering Unmasked Estep 
Score: -69157224.000000 Penalty: 6777.941406
	Iteration 3Q: 3 clusters Score -6.915722e+07 nChanged 41667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513564 members 
Mstep: Class 2 contains 346880 members 
Entering Unmasked Estep 
Score: -69174360.000000 Penalty: 6777.941406
	Iteration 4Q: 3 clusters Score -6.917436e+07 nChanged 53115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558705 members 
Mstep: Class 2 contains 301739 members 
Entering Unmasked Estep 
Score: -69203696.000000 Penalty: 6777.941406
	Iteration 5F: 3 clusters Score -6.92037e+07 nChanged 63557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616858 members 
Mstep: Class 2 contains 243586 members 
Entering Unmasked Estep 
Score: -69248744.000000 Penalty: 6777.941406
	Iteration 6F: 3 clusters Score -6.924874e+07 nChanged 65733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679125 members 
Mstep: Class 2 contains 181319 members 
Entering Unmasked Estep 
Score: -69304136.000000 Penalty: 6777.941406
	Iteration 7F: 3 clusters Score -6.930414e+07 nChanged 54075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730210 members 
Mstep: Class 2 contains 130234 members 
Entering Unmasked Estep 
Score: -69355632.000000 Penalty: 6777.941406
	Iteration 8F: 3 clusters Score -6.935563e+07 nChanged 36208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762658 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -69389016.000000 Penalty: 6777.941406
	Iteration 9Q: 3 clusters Score -6.938902e+07 nChanged 22868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782622 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -69408184.000000 Penalty: 6777.941406
	Iteration 10Q: 3 clusters Score -6.940818e+07 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796716 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -69419840.000000 Penalty: 6777.941406
	Iteration 11Q: 3 clusters Score -6.941984e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807918 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -69428752.000000 Penalty: 6777.941406
	Iteration 12Q: 3 clusters Score -6.942875e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816523 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -69435432.000000 Penalty: 6777.941406
	Iteration 13Q: 3 clusters Score -6.943543e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823234 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -69440416.000000 Penalty: 6777.941406
	Iteration 14Q: 3 clusters Score -6.944042e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828382 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -69443784.000000 Penalty: 6777.941406
	Iteration 15Q: 3 clusters Score -6.944378e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832285 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -69445816.000000 Penalty: 6777.941406
	Iteration 16Q: 3 clusters Score -6.944582e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835334 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -69447368.000000 Penalty: 6777.941406
	Iteration 17Q: 3 clusters Score -6.944737e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837734 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -69448704.000000 Penalty: 6777.941406
	Iteration 18Q: 3 clusters Score -6.94487e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839695 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -69449592.000000 Penalty: 6777.941406
	Iteration 19Q: 3 clusters Score -6.944959e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841390 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -69450112.000000 Penalty: 6777.941406
	Iteration 20F: 3 clusters Score -6.945011e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842777 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -69450568.000000 Penalty: 6777.941406
	Iteration 21Q: 3 clusters Score -6.945057e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843888 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -69451016.000000 Penalty: 6777.941406
	Iteration 22Q: 3 clusters Score -6.945102e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844851 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -69451272.000000 Penalty: 6777.941406
	Iteration 23Q: 3 clusters Score -6.945127e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845667 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -69451568.000000 Penalty: 6777.941406
	Iteration 24Q: 3 clusters Score -6.945157e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846361 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -69451880.000000 Penalty: 6777.941406
	Iteration 25Q: 3 clusters Score -6.945188e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846997 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -69452104.000000 Penalty: 6777.941406
	Iteration 26Q: 3 clusters Score -6.94521e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847554 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -69452408.000000 Penalty: 6777.941406
	Iteration 27Q: 3 clusters Score -6.945241e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848024 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -69452360.000000 Penalty: 6777.941406
	Iteration 28Q: 3 clusters Score -6.945236e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848406 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -69452584.000000 Penalty: 6777.941406
	Iteration 29Q: 3 clusters Score -6.945258e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848746 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -69452672.000000 Penalty: 6777.941406
	Iteration 30Q: 3 clusters Score -6.945267e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849043 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -69452768.000000 Penalty: 6777.941406
	Iteration 31Q: 3 clusters Score -6.945277e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849312 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -69452800.000000 Penalty: 6777.941406
	Iteration 32Q: 3 clusters Score -6.94528e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849556 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -69452792.000000 Penalty: 6777.941406
	Iteration 33Q: 3 clusters Score -6.945279e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849774 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -69452760.000000 Penalty: 6777.941406
	Iteration 34Q: 3 clusters Score -6.945276e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849973 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -69452760.000000 Penalty: 6777.941406
	Iteration 35Q: 3 clusters Score -6.945276e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850125 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -69452712.000000 Penalty: 6777.941406
	Iteration 36Q: 3 clusters Score -6.945271e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850255 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -69452648.000000 Penalty: 6777.941406
	Iteration 37Q: 3 clusters Score -6.945265e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850388 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -69452696.000000 Penalty: 6777.941406
	Iteration 38Q: 3 clusters Score -6.94527e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850503 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -69452696.000000 Penalty: 6777.941406
	Iteration 39Q: 3 clusters Score -6.94527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850610 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -69452768.000000 Penalty: 6777.941406
	Iteration 40F: 3 clusters Score -6.945277e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850697 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -69452856.000000 Penalty: 6777.941406
	Iteration 41Q: 3 clusters Score -6.945286e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850767 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -69452872.000000 Penalty: 6777.941406
	Iteration 42Q: 3 clusters Score -6.945287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850833 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -69452808.000000 Penalty: 6777.941406
	Iteration 43Q: 3 clusters Score -6.945281e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850890 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -69452856.000000 Penalty: 6777.941406
	Iteration 44Q: 3 clusters Score -6.945286e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850941 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -69452840.000000 Penalty: 6777.941406
	Iteration 45Q: 3 clusters Score -6.945284e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850987 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -69452904.000000 Penalty: 6777.941406
	Iteration 46Q: 3 clusters Score -6.94529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851023 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -69452912.000000 Penalty: 6777.941406
	Iteration 47Q: 3 clusters Score -6.945291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851051 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -69452888.000000 Penalty: 6777.941406
	Iteration 48Q: 3 clusters Score -6.945289e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851086 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -69452872.000000 Penalty: 6777.941406
	Iteration 49Q: 3 clusters Score -6.945287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851118 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -69452904.000000 Penalty: 6777.941406
	Iteration 50Q: 3 clusters Score -6.94529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851151 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -69452888.000000 Penalty: 6777.941406
	Iteration 51Q: 3 clusters Score -6.945289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851183 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -69452864.000000 Penalty: 6777.941406
	Iteration 52Q: 3 clusters Score -6.945286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851217 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -69452848.000000 Penalty: 6777.941406
	Iteration 53Q: 3 clusters Score -6.945285e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851257 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -69452872.000000 Penalty: 6777.941406
	Iteration 54Q: 3 clusters Score -6.945287e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851310 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -69452848.000000 Penalty: 6777.941406
	Iteration 55Q: 3 clusters Score -6.945285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851349 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -69452872.000000 Penalty: 6777.941406
	Iteration 56Q: 3 clusters Score -6.945287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851411 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -69452872.000000 Penalty: 6777.941406
	Iteration 57Q: 3 clusters Score -6.945287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851454 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -69452928.000000 Penalty: 6777.941406
	Iteration 58Q: 3 clusters Score -6.945293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851491 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -69452888.000000 Penalty: 6777.941406
	Iteration 59Q: 3 clusters Score -6.945289e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851539 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -69452888.000000 Penalty: 6777.941406
	Iteration 60F: 3 clusters Score -6.945289e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851572 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -69452912.000000 Penalty: 6777.941406
	Iteration 61Q: 3 clusters Score -6.945291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851602 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -69452936.000000 Penalty: 6777.941406
	Iteration 62Q: 3 clusters Score -6.945294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851630 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -69452928.000000 Penalty: 6777.941406
	Iteration 63Q: 3 clusters Score -6.945293e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851664 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -69452984.000000 Penalty: 6777.941406
	Iteration 64Q: 3 clusters Score -6.945298e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851700 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -69453024.000000 Penalty: 6777.941406
	Iteration 65Q: 3 clusters Score -6.945302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851730 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -69453032.000000 Penalty: 6777.941406
	Iteration 66Q: 3 clusters Score -6.945303e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851762 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -69453040.000000 Penalty: 6777.941406
	Iteration 67Q: 3 clusters Score -6.945304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851784 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -69453056.000000 Penalty: 6777.941406
	Iteration 68Q: 3 clusters Score -6.945306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851812 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -69453000.000000 Penalty: 6777.941406
	Iteration 69Q: 3 clusters Score -6.9453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851838 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -69453024.000000 Penalty: 6777.941406
	Iteration 70Q: 3 clusters Score -6.945302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851859 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -69453024.000000 Penalty: 6777.941406
	Iteration 71Q: 3 clusters Score -6.945302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851878 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -69453032.000000 Penalty: 6777.941406
	Iteration 72Q: 3 clusters Score -6.945303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851891 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -69452992.000000 Penalty: 6777.941406
	Iteration 73Q: 3 clusters Score -6.945299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851914 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -69453040.000000 Penalty: 6777.941406
	Iteration 74Q: 3 clusters Score -6.945304e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851936 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -69453040.000000 Penalty: 6777.941406
	Iteration 75Q: 3 clusters Score -6.945304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851964 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -69453080.000000 Penalty: 6777.941406
	Iteration 76Q: 3 clusters Score -6.945308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851986 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -69453104.000000 Penalty: 6777.941406
	Iteration 77Q: 3 clusters Score -6.94531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852004 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -69453104.000000 Penalty: 6777.941406
	Iteration 78Q: 3 clusters Score -6.94531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852022 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -69453112.000000 Penalty: 6777.941406
	Iteration 79Q: 3 clusters Score -6.945311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852036 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -69453160.000000 Penalty: 6777.941406
	Iteration 80F: 3 clusters Score -6.945316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852046 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -69453152.000000 Penalty: 6777.941406
	Iteration 81Q: 3 clusters Score -6.945315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852056 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -69453160.000000 Penalty: 6777.941406
	Iteration 82Q: 3 clusters Score -6.945316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852064 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -69453128.000000 Penalty: 6777.941406
	Iteration 83Q: 3 clusters Score -6.945313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852070 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -69453136.000000 Penalty: 6777.941406
	Iteration 84Q: 3 clusters Score -6.945314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852076 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -69453152.000000 Penalty: 6777.941406
	Iteration 85Q: 3 clusters Score -6.945315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852081 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -69453136.000000 Penalty: 6777.941406
	Iteration 86Q: 3 clusters Score -6.945314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852081 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -69453136.000000 Penalty: 6777.941406
	Iteration 87F: 3 clusters Score -6.945314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -113580.070312 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -113580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -111198.257812 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -111198.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -111668.664062 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -111668.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -111783.812500 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -111783.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -111852.109375 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -111852.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -111896.179688 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -111896.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -111917.718750 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -111917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111932.507812 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -111932.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -111940.640625 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -111940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111943.296875 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -111943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -111947.000000 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -111947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -111951.000000 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -111951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -111958.859375 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -111958.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -111965.562500 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -111965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -111974.039062 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -111974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -111979.140625 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -111979.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -111982.945312 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -111982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -111987.218750 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -111987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -111992.781250 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -111992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111998.046875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -111998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -112001.414062 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -112001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -112004.070312 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -112004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -112006.164062 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -112006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -112009.140625 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -112009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112010.617188 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -112010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -112012.023438 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -112012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -112014.023438 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -112014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -112017.078125 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -112017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -112018.703125 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -112018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -112022.468750 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -112022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112025.250000 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -112025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -112028.125000 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -112028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -112028.429688 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -112028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -112029.296875 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -112029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -112029.296875 Penalty: 3683.273193
	Iteration 33F: 3 clusters Score -112029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Entering Unmasked Estep 
Score: -2109562.250000 Penalty: 2529.441406
	Iteration 0F: 2 clusters Score -2109562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2091041.125000 Penalty: 5058.882812
	Iteration 0F: 3 clusters Score -2091041 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2097497.750000 Penalty: 5058.882812
	Iteration 1F: 3 clusters Score -2097498 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2097966.250000 Penalty: 5058.882812
	Iteration 2Q: 3 clusters Score -2097966 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2098395.500000 Penalty: 5058.882812
	Iteration 3Q: 3 clusters Score -2098396 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2098784.750000 Penalty: 5058.882812
	Iteration 4Q: 3 clusters Score -2098785 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2099113.000000 Penalty: 5058.882812
	Iteration 5Q: 3 clusters Score -2099113 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2099427.750000 Penalty: 5058.882812
	Iteration 6Q: 3 clusters Score -2099428 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2099735.250000 Penalty: 5058.882812
	Iteration 7Q: 3 clusters Score -2099735 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2100042.750000 Penalty: 5058.882812
	Iteration 8Q: 3 clusters Score -2100043 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2100436.750000 Penalty: 5058.882812
	Iteration 9Q: 3 clusters Score -2100437 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2100971.750000 Penalty: 5058.882812
	Iteration 10Q: 3 clusters Score -2100972 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2101795.000000 Penalty: 5058.882812
	Iteration 11Q: 3 clusters Score -2101795 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2102951.750000 Penalty: 5058.882812
	Iteration 12F: 3 clusters Score -2102952 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2104230.250000 Penalty: 5058.882812
	Iteration 13F: 3 clusters Score -2104230 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2105220.000000 Penalty: 5058.882812
	Iteration 14F: 3 clusters Score -2105220 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2105747.500000 Penalty: 5058.882812
	Iteration 15Q: 3 clusters Score -2105748 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2105993.500000 Penalty: 5058.882812
	Iteration 16Q: 3 clusters Score -2105994 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2106134.750000 Penalty: 5058.882812
	Iteration 17Q: 3 clusters Score -2106135 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2106216.250000 Penalty: 5058.882812
	Iteration 18Q: 3 clusters Score -2106216 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2106265.000000 Penalty: 5058.882812
	Iteration 19Q: 3 clusters Score -2106265 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2106306.250000 Penalty: 5058.882812
	Iteration 20F: 3 clusters Score -2106306 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2106336.250000 Penalty: 5058.882812
	Iteration 21Q: 3 clusters Score -2106336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2106371.250000 Penalty: 5058.882812
	Iteration 22Q: 3 clusters Score -2106371 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2106404.000000 Penalty: 5058.882812
	Iteration 23Q: 3 clusters Score -2106404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2106442.000000 Penalty: 5058.882812
	Iteration 24Q: 3 clusters Score -2106442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2106473.000000 Penalty: 5058.882812
	Iteration 25Q: 3 clusters Score -2106473 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2106489.000000 Penalty: 5058.882812
	Iteration 26Q: 3 clusters Score -2106489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2106510.250000 Penalty: 5058.882812
	Iteration 27Q: 3 clusters Score -2106510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2106521.500000 Penalty: 5058.882812
	Iteration 28Q: 3 clusters Score -2106522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2106537.000000 Penalty: 5058.882812
	Iteration 29Q: 3 clusters Score -2106537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2106547.750000 Penalty: 5058.882812
	Iteration 30Q: 3 clusters Score -2106548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2106551.750000 Penalty: 5058.882812
	Iteration 31Q: 3 clusters Score -2106552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2106558.750000 Penalty: 5058.882812
	Iteration 32Q: 3 clusters Score -2106559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2106564.000000 Penalty: 5058.882812
	Iteration 33Q: 3 clusters Score -2106564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2106574.750000 Penalty: 5058.882812
	Iteration 34Q: 3 clusters Score -2106575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2106581.500000 Penalty: 5058.882812
	Iteration 35Q: 3 clusters Score -2106582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2106577.750000 Penalty: 5058.882812
	Iteration 36Q: 3 clusters Score -2106578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2106583.000000 Penalty: 5058.882812
	Iteration 37Q: 3 clusters Score -2106583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2106577.500000 Penalty: 5058.882812
	Iteration 38Q: 3 clusters Score -2106578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2106582.500000 Penalty: 5058.882812
	Iteration 39Q: 3 clusters Score -2106582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2106590.000000 Penalty: 5058.882812
	Iteration 40F: 3 clusters Score -2106590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2106595.750000 Penalty: 5058.882812
	Iteration 41Q: 3 clusters Score -2106596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2106595.000000 Penalty: 5058.882812
	Iteration 42Q: 3 clusters Score -2106595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2106600.500000 Penalty: 5058.882812
	Iteration 43Q: 3 clusters Score -2106600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2106602.000000 Penalty: 5058.882812
	Iteration 44Q: 3 clusters Score -2106602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2106605.000000 Penalty: 5058.882812
	Iteration 45Q: 3 clusters Score -2106605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2106605.500000 Penalty: 5058.882812
	Iteration 46Q: 3 clusters Score -2106606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2106607.750000 Penalty: 5058.882812
	Iteration 47Q: 3 clusters Score -2106608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2106607.250000 Penalty: 5058.882812
	Iteration 48Q: 3 clusters Score -2106607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2106607.000000 Penalty: 5058.882812
	Iteration 49Q: 3 clusters Score -2106607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2106606.000000 Penalty: 5058.882812
	Iteration 50Q: 3 clusters Score -2106606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2106606.250000 Penalty: 5058.882812
	Iteration 51Q: 3 clusters Score -2106606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2106605.250000 Penalty: 5058.882812
	Iteration 52Q: 3 clusters Score -2106605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2106609.250000 Penalty: 5058.882812
	Iteration 53Q: 3 clusters Score -2106609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2106600.500000 Penalty: 5058.882812
	Iteration 54Q: 3 clusters Score -2106600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2106599.250000 Penalty: 5058.882812
	Iteration 55Q: 3 clusters Score -2106599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2106601.750000 Penalty: 5058.882812
	Iteration 56Q: 3 clusters Score -2106602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2106604.000000 Penalty: 5058.882812
	Iteration 57Q: 3 clusters Score -2106604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2106603.750000 Penalty: 5058.882812
	Iteration 58Q: 3 clusters Score -2106604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2106601.250000 Penalty: 5058.882812
	Iteration 59Q: 3 clusters Score -2106601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2106596.500000 Penalty: 5058.882812
	Iteration 60F: 3 clusters Score -2106596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2106600.500000 Penalty: 5058.882812
	Iteration 61Q: 3 clusters Score -2106600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2106606.250000 Penalty: 5058.882812
	Iteration 62Q: 3 clusters Score -2106606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2106611.750000 Penalty: 5058.882812
	Iteration 63Q: 3 clusters Score -2106612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2106606.000000 Penalty: 5058.882812
	Iteration 64Q: 3 clusters Score -2106606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2106603.250000 Penalty: 5058.882812
	Iteration 65Q: 3 clusters Score -2106603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2106605.500000 Penalty: 5058.882812
	Iteration 66Q: 3 clusters Score -2106606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2106606.750000 Penalty: 5058.882812
	Iteration 67Q: 3 clusters Score -2106607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2106601.250000 Penalty: 5058.882812
	Iteration 68Q: 3 clusters Score -2106601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2106606.500000 Penalty: 5058.882812
	Iteration 69Q: 3 clusters Score -2106606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2106608.000000 Penalty: 5058.882812
	Iteration 70Q: 3 clusters Score -2106608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2106609.000000 Penalty: 5058.882812
	Iteration 71Q: 3 clusters Score -2106609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2106605.500000 Penalty: 5058.882812
	Iteration 72Q: 3 clusters Score -2106606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2106605.000000 Penalty: 5058.882812
	Iteration 73Q: 3 clusters Score -2106605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2106608.750000 Penalty: 5058.882812
	Iteration 74Q: 3 clusters Score -2106609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2106608.250000 Penalty: 5058.882812
	Iteration 75Q: 3 clusters Score -2106608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2106610.000000 Penalty: 5058.882812
	Iteration 76Q: 3 clusters Score -2106610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2106610.000000 Penalty: 5058.882812
	Iteration 77F: 3 clusters Score -2106610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Entering Unmasked Estep 
Score: -3696324.000000 Penalty: 2659.577881
	Iteration 0F: 2 clusters Score -3696324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3665544.750000 Penalty: 5319.155762
	Iteration 0F: 3 clusters Score -3665545 nChanged 20898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3676971.750000 Penalty: 5319.155762
	Iteration 1F: 3 clusters Score -3676972 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3677556.000000 Penalty: 5319.155762
	Iteration 2Q: 3 clusters Score -3677556 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3678154.000000 Penalty: 5319.155762
	Iteration 3Q: 3 clusters Score -3678154 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3678867.750000 Penalty: 5319.155762
	Iteration 4Q: 3 clusters Score -3678868 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3679771.000000 Penalty: 5319.155762
	Iteration 5Q: 3 clusters Score -3679771 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3680908.750000 Penalty: 5319.155762
	Iteration 6F: 3 clusters Score -3680909 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3682440.750000 Penalty: 5319.155762
	Iteration 7F: 3 clusters Score -3682441 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3684293.500000 Penalty: 5319.155762
	Iteration 8F: 3 clusters Score -3684294 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3686491.750000 Penalty: 5319.155762
	Iteration 9F: 3 clusters Score -3686492 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -3688776.750000 Penalty: 5319.155762
	Iteration 10F: 3 clusters Score -3688777 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3690583.000000 Penalty: 5319.155762
	Iteration 11Q: 3 clusters Score -3690583 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -3691659.750000 Penalty: 5319.155762
	Iteration 12Q: 3 clusters Score -3691660 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -3692292.250000 Penalty: 5319.155762
	Iteration 13Q: 3 clusters Score -3692292 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -3692724.500000 Penalty: 5319.155762
	Iteration 14Q: 3 clusters Score -3692724 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -3693012.250000 Penalty: 5319.155762
	Iteration 15Q: 3 clusters Score -3693012 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -3693219.750000 Penalty: 5319.155762
	Iteration 16Q: 3 clusters Score -3693220 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -3693399.250000 Penalty: 5319.155762
	Iteration 17Q: 3 clusters Score -3693399 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -3693495.000000 Penalty: 5319.155762
	Iteration 18Q: 3 clusters Score -3693495 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -3693566.250000 Penalty: 5319.155762
	Iteration 19Q: 3 clusters Score -3693566 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3693627.250000 Penalty: 5319.155762
	Iteration 20F: 3 clusters Score -3693627 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -3693691.000000 Penalty: 5319.155762
	Iteration 21Q: 3 clusters Score -3693691 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -3693737.750000 Penalty: 5319.155762
	Iteration 22Q: 3 clusters Score -3693738 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -3693759.750000 Penalty: 5319.155762
	Iteration 23Q: 3 clusters Score -3693760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -3693782.000000 Penalty: 5319.155762
	Iteration 24Q: 3 clusters Score -3693782 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -3693814.750000 Penalty: 5319.155762
	Iteration 25Q: 3 clusters Score -3693815 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -3693839.750000 Penalty: 5319.155762
	Iteration 26Q: 3 clusters Score -3693840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -3693865.500000 Penalty: 5319.155762
	Iteration 27Q: 3 clusters Score -3693866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -3693877.000000 Penalty: 5319.155762
	Iteration 28Q: 3 clusters Score -3693877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -3693887.500000 Penalty: 5319.155762
	Iteration 29Q: 3 clusters Score -3693888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -3693896.000000 Penalty: 5319.155762
	Iteration 30Q: 3 clusters Score -3693896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -3693889.000000 Penalty: 5319.155762
	Iteration 31Q: 3 clusters Score -3693889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -3693901.750000 Penalty: 5319.155762
	Iteration 32Q: 3 clusters Score -3693902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -3693914.000000 Penalty: 5319.155762
	Iteration 33Q: 3 clusters Score -3693914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -3693912.250000 Penalty: 5319.155762
	Iteration 34Q: 3 clusters Score -3693912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -3693919.500000 Penalty: 5319.155762
	Iteration 35Q: 3 clusters Score -3693920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -3693912.750000 Penalty: 5319.155762
	Iteration 36Q: 3 clusters Score -3693913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -3693918.750000 Penalty: 5319.155762
	Iteration 37Q: 3 clusters Score -3693919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -3693923.500000 Penalty: 5319.155762
	Iteration 38Q: 3 clusters Score -3693924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -3693929.500000 Penalty: 5319.155762
	Iteration 39Q: 3 clusters Score -3693930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -3693936.750000 Penalty: 5319.155762
	Iteration 40F: 3 clusters Score -3693937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -3693931.500000 Penalty: 5319.155762
	Iteration 41Q: 3 clusters Score -3693932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -3693930.000000 Penalty: 5319.155762
	Iteration 42Q: 3 clusters Score -3693930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -3693936.000000 Penalty: 5319.155762
	Iteration 43Q: 3 clusters Score -3693936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -3693929.000000 Penalty: 5319.155762
	Iteration 44Q: 3 clusters Score -3693929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -3693935.750000 Penalty: 5319.155762
	Iteration 45Q: 3 clusters Score -3693936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -3693933.750000 Penalty: 5319.155762
	Iteration 46Q: 3 clusters Score -3693934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -3693935.500000 Penalty: 5319.155762
	Iteration 47Q: 3 clusters Score -3693936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -3693933.500000 Penalty: 5319.155762
	Iteration 48Q: 3 clusters Score -3693934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -3693931.250000 Penalty: 5319.155762
	Iteration 49Q: 3 clusters Score -3693931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -3693928.750000 Penalty: 5319.155762
	Iteration 50Q: 3 clusters Score -3693929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -3693932.500000 Penalty: 5319.155762
	Iteration 51Q: 3 clusters Score -3693932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -3693934.250000 Penalty: 5319.155762
	Iteration 52Q: 3 clusters Score -3693934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -3693930.500000 Penalty: 5319.155762
	Iteration 53Q: 3 clusters Score -3693930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -3693938.750000 Penalty: 5319.155762
	Iteration 54Q: 3 clusters Score -3693939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3693946.000000 Penalty: 5319.155762
	Iteration 55Q: 3 clusters Score -3693946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -3693944.250000 Penalty: 5319.155762
	Iteration 56Q: 3 clusters Score -3693944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -3693943.500000 Penalty: 5319.155762
	Iteration 57Q: 3 clusters Score -3693944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -3693956.500000 Penalty: 5319.155762
	Iteration 58Q: 3 clusters Score -3693956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -3693953.750000 Penalty: 5319.155762
	Iteration 59Q: 3 clusters Score -3693954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -3693959.500000 Penalty: 5319.155762
	Iteration 60F: 3 clusters Score -3693960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -3693961.250000 Penalty: 5319.155762
	Iteration 61Q: 3 clusters Score -3693961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -3693966.750000 Penalty: 5319.155762
	Iteration 62Q: 3 clusters Score -3693967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -3693969.750000 Penalty: 5319.155762
	Iteration 63Q: 3 clusters Score -3693970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -3693972.750000 Penalty: 5319.155762
	Iteration 64Q: 3 clusters Score -3693973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -3693975.250000 Penalty: 5319.155762
	Iteration 65Q: 3 clusters Score -3693975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -3693971.000000 Penalty: 5319.155762
	Iteration 66Q: 3 clusters Score -3693971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -3693975.000000 Penalty: 5319.155762
	Iteration 67Q: 3 clusters Score -3693975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -3693984.500000 Penalty: 5319.155762
	Iteration 68Q: 3 clusters Score -3693984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -3693980.750000 Penalty: 5319.155762
	Iteration 69Q: 3 clusters Score -3693981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -3693985.000000 Penalty: 5319.155762
	Iteration 70Q: 3 clusters Score -3693985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -3693978.500000 Penalty: 5319.155762
	Iteration 71Q: 3 clusters Score -3693978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -3693979.250000 Penalty: 5319.155762
	Iteration 72Q: 3 clusters Score -3693979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3693980.500000 Penalty: 5319.155762
	Iteration 73Q: 3 clusters Score -3693980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -3693984.250000 Penalty: 5319.155762
	Iteration 74Q: 3 clusters Score -3693984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -3693981.750000 Penalty: 5319.155762
	Iteration 75Q: 3 clusters Score -3693982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -3693987.750000 Penalty: 5319.155762
	Iteration 76Q: 3 clusters Score -3693988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -3693992.500000 Penalty: 5319.155762
	Iteration 77Q: 3 clusters Score -3693992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -3693987.500000 Penalty: 5319.155762
	Iteration 78Q: 3 clusters Score -3693988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -3693992.000000 Penalty: 5319.155762
	Iteration 79Q: 3 clusters Score -3693992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -3693992.000000 Penalty: 5319.155762
	Iteration 80F: 3 clusters Score -3693992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -3693988.750000 Penalty: 5319.155762
	Iteration 81Q: 3 clusters Score -3693989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -3693993.500000 Penalty: 5319.155762
	Iteration 82Q: 3 clusters Score -3693994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -3693996.750000 Penalty: 5319.155762
	Iteration 83Q: 3 clusters Score -3693997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -3693994.250000 Penalty: 5319.155762
	Iteration 84Q: 3 clusters Score -3693994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -3693994.000000 Penalty: 5319.155762
	Iteration 85Q: 3 clusters Score -3693994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -3693991.750000 Penalty: 5319.155762
	Iteration 86Q: 3 clusters Score -3693992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -3693991.000000 Penalty: 5319.155762
	Iteration 87Q: 3 clusters Score -3693991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -3693993.500000 Penalty: 5319.155762
	Iteration 88Q: 3 clusters Score -3693994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -3693993.500000 Penalty: 5319.155762
	Iteration 89F: 3 clusters Score -3693994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -1413708.625000 Penalty: 2423.995605
	Iteration 0F: 2 clusters Score -1413709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1401159.000000 Penalty: 4847.991211
	Iteration 0F: 3 clusters Score -1401159 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1405345.125000 Penalty: 4847.991211
	Iteration 1F: 3 clusters Score -1405345 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1405797.375000 Penalty: 4847.991211
	Iteration 2F: 3 clusters Score -1405797 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1406145.625000 Penalty: 4847.991211
	Iteration 3Q: 3 clusters Score -1406146 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1406452.500000 Penalty: 4847.991211
	Iteration 4Q: 3 clusters Score -1406452 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1406771.000000 Penalty: 4847.991211
	Iteration 5Q: 3 clusters Score -1406771 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1407117.750000 Penalty: 4847.991211
	Iteration 6Q: 3 clusters Score -1407118 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1407510.625000 Penalty: 4847.991211
	Iteration 7Q: 3 clusters Score -1407511 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1407978.750000 Penalty: 4847.991211
	Iteration 8Q: 3 clusters Score -1407979 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1408535.000000 Penalty: 4847.991211
	Iteration 9Q: 3 clusters Score -1408535 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1409187.375000 Penalty: 4847.991211
	Iteration 10Q: 3 clusters Score -1409187 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1409775.875000 Penalty: 4847.991211
	Iteration 11Q: 3 clusters Score -1409776 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1410237.750000 Penalty: 4847.991211
	Iteration 12Q: 3 clusters Score -1410238 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1410616.625000 Penalty: 4847.991211
	Iteration 13Q: 3 clusters Score -1410617 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1410900.125000 Penalty: 4847.991211
	Iteration 14Q: 3 clusters Score -1410900 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1411105.000000 Penalty: 4847.991211
	Iteration 15Q: 3 clusters Score -1411105 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1411247.250000 Penalty: 4847.991211
	Iteration 16Q: 3 clusters Score -1411247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1411353.625000 Penalty: 4847.991211
	Iteration 17Q: 3 clusters Score -1411354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1411412.500000 Penalty: 4847.991211
	Iteration 18Q: 3 clusters Score -1411412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1411452.500000 Penalty: 4847.991211
	Iteration 19Q: 3 clusters Score -1411452 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1411480.750000 Penalty: 4847.991211
	Iteration 20F: 3 clusters Score -1411481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1411511.000000 Penalty: 4847.991211
	Iteration 21Q: 3 clusters Score -1411511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1411537.500000 Penalty: 4847.991211
	Iteration 22Q: 3 clusters Score -1411538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1411558.750000 Penalty: 4847.991211
	Iteration 23Q: 3 clusters Score -1411559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1411576.500000 Penalty: 4847.991211
	Iteration 24Q: 3 clusters Score -1411576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1411584.625000 Penalty: 4847.991211
	Iteration 25Q: 3 clusters Score -1411585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1411590.375000 Penalty: 4847.991211
	Iteration 26Q: 3 clusters Score -1411590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1411596.375000 Penalty: 4847.991211
	Iteration 27Q: 3 clusters Score -1411596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1411601.625000 Penalty: 4847.991211
	Iteration 28Q: 3 clusters Score -1411602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1411599.500000 Penalty: 4847.991211
	Iteration 29Q: 3 clusters Score -1411600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1411606.750000 Penalty: 4847.991211
	Iteration 30Q: 3 clusters Score -1411607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1411610.125000 Penalty: 4847.991211
	Iteration 31Q: 3 clusters Score -1411610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1411607.500000 Penalty: 4847.991211
	Iteration 32Q: 3 clusters Score -1411608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1411607.500000 Penalty: 4847.991211
	Iteration 33F: 3 clusters Score -1411608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Entering Unmasked Estep 
Score: -1261513.750000 Penalty: 2405.697266
	Iteration 0F: 2 clusters Score -1261514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1249854.625000 Penalty: 4811.394531
	Iteration 0F: 3 clusters Score -1249855 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1253581.500000 Penalty: 4811.394531
	Iteration 1F: 3 clusters Score -1253582 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1253942.750000 Penalty: 4811.394531
	Iteration 2F: 3 clusters Score -1253943 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1254268.375000 Penalty: 4811.394531
	Iteration 3Q: 3 clusters Score -1254268 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1254647.000000 Penalty: 4811.394531
	Iteration 4Q: 3 clusters Score -1254647 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1255237.750000 Penalty: 4811.394531
	Iteration 5Q: 3 clusters Score -1255238 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1256175.625000 Penalty: 4811.394531
	Iteration 6F: 3 clusters Score -1256176 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1257835.500000 Penalty: 4811.394531
	Iteration 7F: 3 clusters Score -1257836 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1261314.750000 Penalty: 4811.394531
	Iteration 8F: 3 clusters Score -1261315 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1267170.375000 Penalty: 4811.394531
	Iteration 9F: 3 clusters Score -1267170 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1270437.250000 Penalty: 4811.394531
	Iteration 10F: 3 clusters Score -1270437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1270870.500000 Penalty: 4811.394531
	Iteration 11Q: 3 clusters Score -1270870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1270893.125000 Penalty: 4811.394531
	Iteration 12Q: 3 clusters Score -1270893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1270895.000000 Penalty: 4811.394531
	Iteration 13Q: 3 clusters Score -1270895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1270896.750000 Penalty: 4811.394531
	Iteration 14Q: 3 clusters Score -1270897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1270897.000000 Penalty: 4811.394531
	Iteration 15Q: 3 clusters Score -1270897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1270899.375000 Penalty: 4811.394531
	Iteration 16Q: 3 clusters Score -1270899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1270899.375000 Penalty: 4811.394531
	Iteration 17F: 3 clusters Score -1270899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 110414 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 30911 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 860444 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 45438 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 212413 members 
Mstep: Class 18 contains 166928 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 28735 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 29724 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32624 members 
Mstep: Class 28 contains 5938 members 
Mstep: Class 29 contains 16058 members 
Mstep: Class 30 contains 8292 members 
Entering Unmasked Estep 
Score: -142728608.000000 Penalty: 107249.625000
Splitting cluster 16 changes total score from -142719104.000000 to -142728608.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (212413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212413 members 
Entering Unmasked Estep 
Score: -17215664.000000 Penalty: 3042.039307
	Iteration 0F: 2 clusters Score -1.721566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -17073300.000000 Penalty: 6084.078613
	Iteration 0F: 3 clusters Score -1.70733e+07 nChanged 101975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 106594 members 
Entering Unmasked Estep 
Score: -17133276.000000 Penalty: 6084.078613
	Iteration 1F: 3 clusters Score -1.713328e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -17134422.000000 Penalty: 6084.078613
	Iteration 2Q: 3 clusters Score -1.713442e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -17135876.000000 Penalty: 6084.078613
	Iteration 3Q: 3 clusters Score -1.713588e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -17137936.000000 Penalty: 6084.078613
	Iteration 4Q: 3 clusters Score -1.713794e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -17140456.000000 Penalty: 6084.078613
	Iteration 5Q: 3 clusters Score -1.714046e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -17144130.000000 Penalty: 6084.078613
	Iteration 6Q: 3 clusters Score -1.714413e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -17148888.000000 Penalty: 6084.078613
	Iteration 7Q: 3 clusters Score -1.714889e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -17155752.000000 Penalty: 6084.078613
	Iteration 8F: 3 clusters Score -1.715575e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -17164436.000000 Penalty: 6084.078613
	Iteration 9F: 3 clusters Score -1.716444e+07 nChanged 13177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -17173588.000000 Penalty: 6084.078613
	Iteration 10F: 3 clusters Score -1.717359e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117320 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -17179646.000000 Penalty: 6084.078613
	Iteration 11F: 3 clusters Score -1.717965e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -17182374.000000 Penalty: 6084.078613
	Iteration 12Q: 3 clusters Score -1.718237e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119117 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
Score: -17183576.000000 Penalty: 6084.078613
	Iteration 13Q: 3 clusters Score -1.718358e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119997 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -17184132.000000 Penalty: 6084.078613
	Iteration 14Q: 3 clusters Score -1.718413e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -17184484.000000 Penalty: 6084.078613
	Iteration 15Q: 3 clusters Score -1.718448e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -17184820.000000 Penalty: 6084.078613
	Iteration 16Q: 3 clusters Score -1.718482e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -17185156.000000 Penalty: 6084.078613
	Iteration 17Q: 3 clusters Score -1.718516e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124287 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -17185578.000000 Penalty: 6084.078613
	Iteration 18Q: 3 clusters Score -1.718558e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125636 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -17185924.000000 Penalty: 6084.078613
	Iteration 19Q: 3 clusters Score -1.718592e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -17186280.000000 Penalty: 6084.078613
	Iteration 20F: 3 clusters Score -1.718628e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128441 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -17186604.000000 Penalty: 6084.078613
	Iteration 21Q: 3 clusters Score -1.71866e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129997 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -17186998.000000 Penalty: 6084.078613
	Iteration 22Q: 3 clusters Score -1.7187e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131657 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -17187402.000000 Penalty: 6084.078613
	Iteration 23Q: 3 clusters Score -1.71874e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133423 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -17187738.000000 Penalty: 6084.078613
	Iteration 24Q: 3 clusters Score -1.718774e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135310 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -17188262.000000 Penalty: 6084.078613
	Iteration 25Q: 3 clusters Score -1.718826e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137319 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -17188652.000000 Penalty: 6084.078613
	Iteration 26Q: 3 clusters Score -1.718865e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -17189094.000000 Penalty: 6084.078613
	Iteration 27Q: 3 clusters Score -1.718909e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -17189482.000000 Penalty: 6084.078613
	Iteration 28Q: 3 clusters Score -1.718948e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144188 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -17190048.000000 Penalty: 6084.078613
	Iteration 29Q: 3 clusters Score -1.719005e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -17190720.000000 Penalty: 6084.078613
	Iteration 30Q: 3 clusters Score -1.719072e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -17191360.000000 Penalty: 6084.078613
	Iteration 31Q: 3 clusters Score -1.719136e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152296 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -17192056.000000 Penalty: 6084.078613
	Iteration 32Q: 3 clusters Score -1.719206e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -17192832.000000 Penalty: 6084.078613
	Iteration 33Q: 3 clusters Score -1.719283e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -17193674.000000 Penalty: 6084.078613
	Iteration 34Q: 3 clusters Score -1.719367e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -17194586.000000 Penalty: 6084.078613
	Iteration 35Q: 3 clusters Score -1.719459e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -17196004.000000 Penalty: 6084.078613
	Iteration 36Q: 3 clusters Score -1.7196e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167866 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -17197648.000000 Penalty: 6084.078613
	Iteration 37Q: 3 clusters Score -1.719765e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -17200096.000000 Penalty: 6084.078613
	Iteration 38Q: 3 clusters Score -1.72001e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174613 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -17203330.000000 Penalty: 6084.078613
	Iteration 39Q: 3 clusters Score -1.720333e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177518 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -17206586.000000 Penalty: 6084.078613
	Iteration 40F: 3 clusters Score -1.720659e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179719 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -17209122.000000 Penalty: 6084.078613
	Iteration 41Q: 3 clusters Score -1.720912e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181270 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -17210410.000000 Penalty: 6084.078613
	Iteration 42Q: 3 clusters Score -1.721041e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182468 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -17210998.000000 Penalty: 6084.078613
	Iteration 43Q: 3 clusters Score -1.7211e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183481 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -17211408.000000 Penalty: 6084.078613
	Iteration 44Q: 3 clusters Score -1.721141e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184352 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -17211714.000000 Penalty: 6084.078613
	Iteration 45Q: 3 clusters Score -1.721171e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185185 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -17211888.000000 Penalty: 6084.078613
	Iteration 46Q: 3 clusters Score -1.721189e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -17212068.000000 Penalty: 6084.078613
	Iteration 47Q: 3 clusters Score -1.721207e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186692 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -17212162.000000 Penalty: 6084.078613
	Iteration 48Q: 3 clusters Score -1.721216e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187391 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -17212306.000000 Penalty: 6084.078613
	Iteration 49Q: 3 clusters Score -1.721231e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188058 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -17212404.000000 Penalty: 6084.078613
	Iteration 50Q: 3 clusters Score -1.72124e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188666 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -17212414.000000 Penalty: 6084.078613
	Iteration 51Q: 3 clusters Score -1.721241e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -17212474.000000 Penalty: 6084.078613
	Iteration 52Q: 3 clusters Score -1.721247e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189743 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -17212550.000000 Penalty: 6084.078613
	Iteration 53Q: 3 clusters Score -1.721255e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190296 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -17212578.000000 Penalty: 6084.078613
	Iteration 54Q: 3 clusters Score -1.721258e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190819 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -17212634.000000 Penalty: 6084.078613
	Iteration 55Q: 3 clusters Score -1.721263e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191295 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -17212702.000000 Penalty: 6084.078613
	Iteration 56Q: 3 clusters Score -1.72127e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -17212760.000000 Penalty: 6084.078613
	Iteration 57Q: 3 clusters Score -1.721276e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192214 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -17212802.000000 Penalty: 6084.078613
	Iteration 58Q: 3 clusters Score -1.72128e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192650 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -17212832.000000 Penalty: 6084.078613
	Iteration 59Q: 3 clusters Score -1.721283e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193087 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -17212880.000000 Penalty: 6084.078613
	Iteration 60F: 3 clusters Score -1.721288e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193523 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -17212926.000000 Penalty: 6084.078613
	Iteration 61Q: 3 clusters Score -1.721293e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193920 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -17212958.000000 Penalty: 6084.078613
	Iteration 62Q: 3 clusters Score -1.721296e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194309 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -17213014.000000 Penalty: 6084.078613
	Iteration 63Q: 3 clusters Score -1.721301e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194698 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -17213008.000000 Penalty: 6084.078613
	Iteration 64Q: 3 clusters Score -1.721301e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195085 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -17213026.000000 Penalty: 6084.078613
	Iteration 65Q: 3 clusters Score -1.721303e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195453 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -17212996.000000 Penalty: 6084.078613
	Iteration 66Q: 3 clusters Score -1.7213e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195811 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -17213086.000000 Penalty: 6084.078613
	Iteration 67Q: 3 clusters Score -1.721309e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196132 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -17213148.000000 Penalty: 6084.078613
	Iteration 68Q: 3 clusters Score -1.721315e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196427 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -17213204.000000 Penalty: 6084.078613
	Iteration 69Q: 3 clusters Score -1.72132e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196709 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -17213230.000000 Penalty: 6084.078613
	Iteration 70Q: 3 clusters Score -1.721323e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197003 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -17213268.000000 Penalty: 6084.078613
	Iteration 71Q: 3 clusters Score -1.721327e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197258 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -17213264.000000 Penalty: 6084.078613
	Iteration 72Q: 3 clusters Score -1.721326e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197501 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -17213316.000000 Penalty: 6084.078613
	Iteration 73Q: 3 clusters Score -1.721332e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197744 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -17213348.000000 Penalty: 6084.078613
	Iteration 74Q: 3 clusters Score -1.721335e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197952 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -17213364.000000 Penalty: 6084.078613
	Iteration 75Q: 3 clusters Score -1.721336e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198173 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -17213344.000000 Penalty: 6084.078613
	Iteration 76Q: 3 clusters Score -1.721334e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198401 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -17213344.000000 Penalty: 6084.078613
	Iteration 77Q: 3 clusters Score -1.721334e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198641 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -17213344.000000 Penalty: 6084.078613
	Iteration 78Q: 3 clusters Score -1.721334e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198851 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -17213370.000000 Penalty: 6084.078613
	Iteration 79Q: 3 clusters Score -1.721337e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199055 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -17213426.000000 Penalty: 6084.078613
	Iteration 80F: 3 clusters Score -1.721343e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199264 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -17213448.000000 Penalty: 6084.078613
	Iteration 81Q: 3 clusters Score -1.721345e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199479 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -17213454.000000 Penalty: 6084.078613
	Iteration 82Q: 3 clusters Score -1.721345e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199676 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -17213484.000000 Penalty: 6084.078613
	Iteration 83Q: 3 clusters Score -1.721348e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199853 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -17213494.000000 Penalty: 6084.078613
	Iteration 84Q: 3 clusters Score -1.721349e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200010 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -17213506.000000 Penalty: 6084.078613
	Iteration 85Q: 3 clusters Score -1.721351e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200168 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -17213478.000000 Penalty: 6084.078613
	Iteration 86Q: 3 clusters Score -1.721348e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200337 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -17213486.000000 Penalty: 6084.078613
	Iteration 87Q: 3 clusters Score -1.721349e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200484 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -17213506.000000 Penalty: 6084.078613
	Iteration 88Q: 3 clusters Score -1.721351e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200620 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -17213526.000000 Penalty: 6084.078613
	Iteration 89Q: 3 clusters Score -1.721353e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200743 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -17213546.000000 Penalty: 6084.078613
	Iteration 90Q: 3 clusters Score -1.721355e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200893 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -17213550.000000 Penalty: 6084.078613
	Iteration 91Q: 3 clusters Score -1.721355e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201015 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -17213560.000000 Penalty: 6084.078613
	Iteration 92Q: 3 clusters Score -1.721356e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201140 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -17213540.000000 Penalty: 6084.078613
	Iteration 93Q: 3 clusters Score -1.721354e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201262 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -17213596.000000 Penalty: 6084.078613
	Iteration 94Q: 3 clusters Score -1.72136e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201379 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -17213608.000000 Penalty: 6084.078613
	Iteration 95Q: 3 clusters Score -1.721361e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201495 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -17213652.000000 Penalty: 6084.078613
	Iteration 96Q: 3 clusters Score -1.721365e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201612 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -17213658.000000 Penalty: 6084.078613
	Iteration 97Q: 3 clusters Score -1.721366e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -17213650.000000 Penalty: 6084.078613
	Iteration 98Q: 3 clusters Score -1.721365e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201871 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -17213638.000000 Penalty: 6084.078613
	Iteration 99Q: 3 clusters Score -1.721364e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202011 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -17213658.000000 Penalty: 6084.078613
	Iteration 100F: 3 clusters Score -1.721366e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202140 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -17213694.000000 Penalty: 6084.078613
	Iteration 101Q: 3 clusters Score -1.721369e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202299 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -17213708.000000 Penalty: 6084.078613
	Iteration 102Q: 3 clusters Score -1.721371e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202441 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -17213678.000000 Penalty: 6084.078613
	Iteration 103Q: 3 clusters Score -1.721368e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202554 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -17213708.000000 Penalty: 6084.078613
	Iteration 104Q: 3 clusters Score -1.721371e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202678 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -17213748.000000 Penalty: 6084.078613
	Iteration 105Q: 3 clusters Score -1.721375e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202803 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -17213760.000000 Penalty: 6084.078613
	Iteration 106Q: 3 clusters Score -1.721376e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202924 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -17213722.000000 Penalty: 6084.078613
	Iteration 107Q: 3 clusters Score -1.721372e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203039 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -17213756.000000 Penalty: 6084.078613
	Iteration 108Q: 3 clusters Score -1.721376e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203162 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -17213794.000000 Penalty: 6084.078613
	Iteration 109Q: 3 clusters Score -1.721379e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203278 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -17213816.000000 Penalty: 6084.078613
	Iteration 110Q: 3 clusters Score -1.721382e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203395 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -17213816.000000 Penalty: 6084.078613
	Iteration 111Q: 3 clusters Score -1.721382e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203507 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -17213828.000000 Penalty: 6084.078613
	Iteration 112Q: 3 clusters Score -1.721383e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203601 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -17213848.000000 Penalty: 6084.078613
	Iteration 113Q: 3 clusters Score -1.721385e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203700 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -17213826.000000 Penalty: 6084.078613
	Iteration 114Q: 3 clusters Score -1.721383e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203793 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -17213820.000000 Penalty: 6084.078613
	Iteration 115Q: 3 clusters Score -1.721382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203870 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -17213832.000000 Penalty: 6084.078613
	Iteration 116Q: 3 clusters Score -1.721383e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203945 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -17213810.000000 Penalty: 6084.078613
	Iteration 117Q: 3 clusters Score -1.721381e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204013 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -17213814.000000 Penalty: 6084.078613
	Iteration 118Q: 3 clusters Score -1.721381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204073 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -17213810.000000 Penalty: 6084.078613
	Iteration 119Q: 3 clusters Score -1.721381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -17213782.000000 Penalty: 6084.078613
	Iteration 120F: 3 clusters Score -1.721378e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204179 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -17213784.000000 Penalty: 6084.078613
	Iteration 121Q: 3 clusters Score -1.721378e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204237 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -17213816.000000 Penalty: 6084.078613
	Iteration 122Q: 3 clusters Score -1.721382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204289 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -17213820.000000 Penalty: 6084.078613
	Iteration 123Q: 3 clusters Score -1.721382e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204332 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -17213814.000000 Penalty: 6084.078613
	Iteration 124Q: 3 clusters Score -1.721381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204380 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -17213788.000000 Penalty: 6084.078613
	Iteration 125Q: 3 clusters Score -1.721379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204418 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -17213814.000000 Penalty: 6084.078613
	Iteration 126Q: 3 clusters Score -1.721381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204459 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -17213826.000000 Penalty: 6084.078613
	Iteration 127Q: 3 clusters Score -1.721383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204498 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -17213822.000000 Penalty: 6084.078613
	Iteration 128Q: 3 clusters Score -1.721382e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -17213828.000000 Penalty: 6084.078613
	Iteration 129Q: 3 clusters Score -1.721383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204566 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -17213824.000000 Penalty: 6084.078613
	Iteration 130Q: 3 clusters Score -1.721382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204601 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -17213844.000000 Penalty: 6084.078613
	Iteration 131Q: 3 clusters Score -1.721384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204631 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -17213860.000000 Penalty: 6084.078613
	Iteration 132Q: 3 clusters Score -1.721386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204668 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -17213846.000000 Penalty: 6084.078613
	Iteration 133Q: 3 clusters Score -1.721385e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204710 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -17213860.000000 Penalty: 6084.078613
	Iteration 134Q: 3 clusters Score -1.721386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204751 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -17213852.000000 Penalty: 6084.078613
	Iteration 135Q: 3 clusters Score -1.721385e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204795 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -17213858.000000 Penalty: 6084.078613
	Iteration 136Q: 3 clusters Score -1.721386e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204827 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -17213868.000000 Penalty: 6084.078613
	Iteration 137Q: 3 clusters Score -1.721387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204854 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -17213882.000000 Penalty: 6084.078613
	Iteration 138Q: 3 clusters Score -1.721388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204881 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -17213890.000000 Penalty: 6084.078613
	Iteration 139Q: 3 clusters Score -1.721389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204905 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -17213874.000000 Penalty: 6084.078613
	Iteration 140F: 3 clusters Score -1.721387e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204928 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -17213886.000000 Penalty: 6084.078613
	Iteration 141Q: 3 clusters Score -1.721389e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204953 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -17213898.000000 Penalty: 6084.078613
	Iteration 142Q: 3 clusters Score -1.72139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204972 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -17213898.000000 Penalty: 6084.078613
	Iteration 143Q: 3 clusters Score -1.72139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204994 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -17213906.000000 Penalty: 6084.078613
	Iteration 144Q: 3 clusters Score -1.721391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205013 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -17213884.000000 Penalty: 6084.078613
	Iteration 145Q: 3 clusters Score -1.721388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205032 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -17213872.000000 Penalty: 6084.078613
	Iteration 146Q: 3 clusters Score -1.721387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205053 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -17213890.000000 Penalty: 6084.078613
	Iteration 147Q: 3 clusters Score -1.721389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205069 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -17213884.000000 Penalty: 6084.078613
	Iteration 148Q: 3 clusters Score -1.721388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205085 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -17213896.000000 Penalty: 6084.078613
	Iteration 149Q: 3 clusters Score -1.72139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205099 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -17213884.000000 Penalty: 6084.078613
	Iteration 150Q: 3 clusters Score -1.721388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205108 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -17213884.000000 Penalty: 6084.078613
	Iteration 151Q: 3 clusters Score -1.721388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205116 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -17213884.000000 Penalty: 6084.078613
	Iteration 152Q: 3 clusters Score -1.721388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205125 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -17213892.000000 Penalty: 6084.078613
	Iteration 153Q: 3 clusters Score -1.721389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205130 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -17213892.000000 Penalty: 6084.078613
	Iteration 154Q: 3 clusters Score -1.721389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205136 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -17213878.000000 Penalty: 6084.078613
	Iteration 155Q: 3 clusters Score -1.721388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205147 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -17213892.000000 Penalty: 6084.078613
	Iteration 156Q: 3 clusters Score -1.721389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205155 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -17213892.000000 Penalty: 6084.078613
	Iteration 157Q: 3 clusters Score -1.721389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205160 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -17213904.000000 Penalty: 6084.078613
	Iteration 158Q: 3 clusters Score -1.72139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205164 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -17213896.000000 Penalty: 6084.078613
	Iteration 159Q: 3 clusters Score -1.72139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205170 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -17213892.000000 Penalty: 6084.078613
	Iteration 160F: 3 clusters Score -1.721389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205173 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -17213888.000000 Penalty: 6084.078613
	Iteration 161Q: 3 clusters Score -1.721389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205176 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -17213874.000000 Penalty: 6084.078613
	Iteration 162Q: 3 clusters Score -1.721387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205176 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -17213874.000000 Penalty: 6084.078613
	Iteration 163F: 3 clusters Score -1.721387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Entering Unmasked Estep 
Score: -13602782.000000 Penalty: 2982.278809
	Iteration 0F: 2 clusters Score -1.360278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -13491017.000000 Penalty: 5964.557617
	Iteration 0F: 3 clusters Score -1.349102e+07 nChanged 80038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -13538362.000000 Penalty: 5964.557617
	Iteration 1F: 3 clusters Score -1.353836e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -13539602.000000 Penalty: 5964.557617
	Iteration 2Q: 3 clusters Score -1.35396e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -13541225.000000 Penalty: 5964.557617
	Iteration 3Q: 3 clusters Score -1.354122e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -13543171.000000 Penalty: 5964.557617
	Iteration 4Q: 3 clusters Score -1.354317e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -13545882.000000 Penalty: 5964.557617
	Iteration 5Q: 3 clusters Score -1.354588e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -13549322.000000 Penalty: 5964.557617
	Iteration 6Q: 3 clusters Score -1.354932e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -13553589.000000 Penalty: 5964.557617
	Iteration 7F: 3 clusters Score -1.355359e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -13558812.000000 Penalty: 5964.557617
	Iteration 8F: 3 clusters Score -1.355881e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -13565422.000000 Penalty: 5964.557617
	Iteration 9F: 3 clusters Score -1.356542e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -13572541.000000 Penalty: 5964.557617
	Iteration 10F: 3 clusters Score -1.357254e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -13578390.000000 Penalty: 5964.557617
	Iteration 11F: 3 clusters Score -1.357839e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103030 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -13581660.000000 Penalty: 5964.557617
	Iteration 12Q: 3 clusters Score -1.358166e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105127 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -13583109.000000 Penalty: 5964.557617
	Iteration 13Q: 3 clusters Score -1.358311e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107029 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -13584222.000000 Penalty: 5964.557617
	Iteration 14Q: 3 clusters Score -1.358422e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -13584982.000000 Penalty: 5964.557617
	Iteration 15Q: 3 clusters Score -1.358498e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -13585733.000000 Penalty: 5964.557617
	Iteration 16Q: 3 clusters Score -1.358573e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112490 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -13586281.000000 Penalty: 5964.557617
	Iteration 17Q: 3 clusters Score -1.358628e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -13586740.000000 Penalty: 5964.557617
	Iteration 18Q: 3 clusters Score -1.358674e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115714 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -13587122.000000 Penalty: 5964.557617
	Iteration 19Q: 3 clusters Score -1.358712e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -13587506.000000 Penalty: 5964.557617
	Iteration 20F: 3 clusters Score -1.358751e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118775 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -13587795.000000 Penalty: 5964.557617
	Iteration 21Q: 3 clusters Score -1.35878e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -13588193.000000 Penalty: 5964.557617
	Iteration 22Q: 3 clusters Score -1.358819e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121824 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -13588573.000000 Penalty: 5964.557617
	Iteration 23Q: 3 clusters Score -1.358857e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123311 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -13588853.000000 Penalty: 5964.557617
	Iteration 24Q: 3 clusters Score -1.358885e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -13589215.000000 Penalty: 5964.557617
	Iteration 25Q: 3 clusters Score -1.358922e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -13589563.000000 Penalty: 5964.557617
	Iteration 26Q: 3 clusters Score -1.358956e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -13589842.000000 Penalty: 5964.557617
	Iteration 27Q: 3 clusters Score -1.358984e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -13590233.000000 Penalty: 5964.557617
	Iteration 28Q: 3 clusters Score -1.359023e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -13590490.000000 Penalty: 5964.557617
	Iteration 29Q: 3 clusters Score -1.359049e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -13590904.000000 Penalty: 5964.557617
	Iteration 30Q: 3 clusters Score -1.35909e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -13591298.000000 Penalty: 5964.557617
	Iteration 31Q: 3 clusters Score -1.35913e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -13591711.000000 Penalty: 5964.557617
	Iteration 32Q: 3 clusters Score -1.359171e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137838 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -13592192.000000 Penalty: 5964.557617
	Iteration 33Q: 3 clusters Score -1.359219e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139547 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -13592702.000000 Penalty: 5964.557617
	Iteration 34Q: 3 clusters Score -1.35927e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141244 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -13593187.000000 Penalty: 5964.557617
	Iteration 35Q: 3 clusters Score -1.359319e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -13593604.000000 Penalty: 5964.557617
	Iteration 36Q: 3 clusters Score -1.35936e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -13594051.000000 Penalty: 5964.557617
	Iteration 37Q: 3 clusters Score -1.359405e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146096 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -13594575.000000 Penalty: 5964.557617
	Iteration 38Q: 3 clusters Score -1.359458e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147613 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -13595000.000000 Penalty: 5964.557617
	Iteration 39Q: 3 clusters Score -1.3595e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -13595396.000000 Penalty: 5964.557617
	Iteration 40F: 3 clusters Score -1.35954e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -13595801.000000 Penalty: 5964.557617
	Iteration 41Q: 3 clusters Score -1.35958e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151702 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -13596235.000000 Penalty: 5964.557617
	Iteration 42Q: 3 clusters Score -1.359624e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152927 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -13596682.000000 Penalty: 5964.557617
	Iteration 43Q: 3 clusters Score -1.359668e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -13597128.000000 Penalty: 5964.557617
	Iteration 44Q: 3 clusters Score -1.359713e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -13597466.000000 Penalty: 5964.557617
	Iteration 45Q: 3 clusters Score -1.359747e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -13597716.000000 Penalty: 5964.557617
	Iteration 46Q: 3 clusters Score -1.359772e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -13597981.000000 Penalty: 5964.557617
	Iteration 47Q: 3 clusters Score -1.359798e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -13598271.000000 Penalty: 5964.557617
	Iteration 48Q: 3 clusters Score -1.359827e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158765 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -13598570.000000 Penalty: 5964.557617
	Iteration 49Q: 3 clusters Score -1.359857e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -13598799.000000 Penalty: 5964.557617
	Iteration 50Q: 3 clusters Score -1.35988e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -13598910.000000 Penalty: 5964.557617
	Iteration 51Q: 3 clusters Score -1.359891e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -13599079.000000 Penalty: 5964.557617
	Iteration 52Q: 3 clusters Score -1.359908e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -13599191.000000 Penalty: 5964.557617
	Iteration 53Q: 3 clusters Score -1.359919e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161634 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -13599348.000000 Penalty: 5964.557617
	Iteration 54Q: 3 clusters Score -1.359935e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -13599444.000000 Penalty: 5964.557617
	Iteration 55Q: 3 clusters Score -1.359944e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -13599576.000000 Penalty: 5964.557617
	Iteration 56Q: 3 clusters Score -1.359958e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -13599663.000000 Penalty: 5964.557617
	Iteration 57Q: 3 clusters Score -1.359966e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -13599766.000000 Penalty: 5964.557617
	Iteration 58Q: 3 clusters Score -1.359977e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -13599865.000000 Penalty: 5964.557617
	Iteration 59Q: 3 clusters Score -1.359986e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -13599957.000000 Penalty: 5964.557617
	Iteration 60F: 3 clusters Score -1.359996e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -13600035.000000 Penalty: 5964.557617
	Iteration 61Q: 3 clusters Score -1.360004e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163953 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -13600102.000000 Penalty: 5964.557617
	Iteration 62Q: 3 clusters Score -1.36001e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -13600144.000000 Penalty: 5964.557617
	Iteration 63Q: 3 clusters Score -1.360014e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -13600204.000000 Penalty: 5964.557617
	Iteration 64Q: 3 clusters Score -1.36002e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164415 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -13600224.000000 Penalty: 5964.557617
	Iteration 65Q: 3 clusters Score -1.360022e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13600257.000000 Penalty: 5964.557617
	Iteration 66Q: 3 clusters Score -1.360026e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13600269.000000 Penalty: 5964.557617
	Iteration 67Q: 3 clusters Score -1.360027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -13600297.000000 Penalty: 5964.557617
	Iteration 68Q: 3 clusters Score -1.36003e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -13600338.000000 Penalty: 5964.557617
	Iteration 69Q: 3 clusters Score -1.360034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -13600377.000000 Penalty: 5964.557617
	Iteration 70Q: 3 clusters Score -1.360038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13600389.000000 Penalty: 5964.557617
	Iteration 71Q: 3 clusters Score -1.360039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164896 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -13600381.000000 Penalty: 5964.557617
	Iteration 72Q: 3 clusters Score -1.360038e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164942 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13600399.000000 Penalty: 5964.557617
	Iteration 73Q: 3 clusters Score -1.36004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -13600405.000000 Penalty: 5964.557617
	Iteration 74Q: 3 clusters Score -1.36004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13600407.000000 Penalty: 5964.557617
	Iteration 75Q: 3 clusters Score -1.360041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165066 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13600424.000000 Penalty: 5964.557617
	Iteration 76Q: 3 clusters Score -1.360042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165096 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -13600421.000000 Penalty: 5964.557617
	Iteration 77Q: 3 clusters Score -1.360042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13600432.000000 Penalty: 5964.557617
	Iteration 78Q: 3 clusters Score -1.360043e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -13600419.000000 Penalty: 5964.557617
	Iteration 79Q: 3 clusters Score -1.360042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13600433.000000 Penalty: 5964.557617
	Iteration 80F: 3 clusters Score -1.360043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165199 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13600451.000000 Penalty: 5964.557617
	Iteration 81Q: 3 clusters Score -1.360045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13600459.000000 Penalty: 5964.557617
	Iteration 82Q: 3 clusters Score -1.360046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165240 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13600462.000000 Penalty: 5964.557617
	Iteration 83Q: 3 clusters Score -1.360046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -13600461.000000 Penalty: 5964.557617
	Iteration 84Q: 3 clusters Score -1.360046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -13600462.000000 Penalty: 5964.557617
	Iteration 85Q: 3 clusters Score -1.360046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -13600464.000000 Penalty: 5964.557617
	Iteration 86Q: 3 clusters Score -1.360046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165281 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13600459.000000 Penalty: 5964.557617
	Iteration 87Q: 3 clusters Score -1.360046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13600468.000000 Penalty: 5964.557617
	Iteration 88Q: 3 clusters Score -1.360047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13600470.000000 Penalty: 5964.557617
	Iteration 89Q: 3 clusters Score -1.360047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165328 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13600473.000000 Penalty: 5964.557617
	Iteration 90Q: 3 clusters Score -1.360047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165343 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13600479.000000 Penalty: 5964.557617
	Iteration 91Q: 3 clusters Score -1.360048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165358 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13600487.000000 Penalty: 5964.557617
	Iteration 92Q: 3 clusters Score -1.360049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13600509.000000 Penalty: 5964.557617
	Iteration 93Q: 3 clusters Score -1.360051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13600522.000000 Penalty: 5964.557617
	Iteration 94Q: 3 clusters Score -1.360052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165404 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13600524.000000 Penalty: 5964.557617
	Iteration 95Q: 3 clusters Score -1.360052e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13600523.000000 Penalty: 5964.557617
	Iteration 96Q: 3 clusters Score -1.360052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13600520.000000 Penalty: 5964.557617
	Iteration 97Q: 3 clusters Score -1.360052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165431 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13600514.000000 Penalty: 5964.557617
	Iteration 98Q: 3 clusters Score -1.360051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13600505.000000 Penalty: 5964.557617
	Iteration 99Q: 3 clusters Score -1.36005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165458 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13600533.000000 Penalty: 5964.557617
	Iteration 100F: 3 clusters Score -1.360053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165464 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -13600526.000000 Penalty: 5964.557617
	Iteration 101Q: 3 clusters Score -1.360053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13600526.000000 Penalty: 5964.557617
	Iteration 102Q: 3 clusters Score -1.360053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -13600530.000000 Penalty: 5964.557617
	Iteration 103Q: 3 clusters Score -1.360053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13600525.000000 Penalty: 5964.557617
	Iteration 104Q: 3 clusters Score -1.360052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13600515.000000 Penalty: 5964.557617
	Iteration 105Q: 3 clusters Score -1.360052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -13600522.000000 Penalty: 5964.557617
	Iteration 106Q: 3 clusters Score -1.360052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165518 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -13600513.000000 Penalty: 5964.557617
	Iteration 107Q: 3 clusters Score -1.360051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13600512.000000 Penalty: 5964.557617
	Iteration 108Q: 3 clusters Score -1.360051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -13600520.000000 Penalty: 5964.557617
	Iteration 109Q: 3 clusters Score -1.360052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13600508.000000 Penalty: 5964.557617
	Iteration 110Q: 3 clusters Score -1.360051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165521 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13600508.000000 Penalty: 5964.557617
	Iteration 111F: 3 clusters Score -1.360051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -298004.031250 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -298004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -294082.937500 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -294082.9 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -295051.156250 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -295051.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -295327.312500 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -295327.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -295542.593750 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -295542.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -295735.375000 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -295735.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -295895.062500 Penalty: 4112.482910
	Iteration 5F: 3 clusters Score -295895.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -296032.500000 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -296032.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -296157.062500 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -296157.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -296263.000000 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -296263 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -296367.312500 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -296367.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -296464.968750 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -296465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -296567.656250 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -296567.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -296669.437500 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -296669.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -296743.937500 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -296743.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -296792.312500 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -296792.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -296820.000000 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -296820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -296843.500000 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -296843.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296869.031250 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -296869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -296894.093750 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -296894.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -296912.500000 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -296912.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -296927.500000 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -296927.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -296943.906250 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -296943.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -296963.375000 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -296963.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -296988.250000 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -296988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -297015.593750 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -297015.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -297060.875000 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -297060.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -297117.531250 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -297117.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -297180.781250 Penalty: 4112.482910
	Iteration 27Q: 3 clusters Score -297180.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -297217.343750 Penalty: 4112.482910
	Iteration 28Q: 3 clusters Score -297217.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -297249.062500 Penalty: 4112.482910
	Iteration 29Q: 3 clusters Score -297249.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -297263.906250 Penalty: 4112.482910
	Iteration 30Q: 3 clusters Score -297263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -297275.750000 Penalty: 4112.482910
	Iteration 31Q: 3 clusters Score -297275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -297280.218750 Penalty: 4112.482910
	Iteration 32Q: 3 clusters Score -297280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -297281.781250 Penalty: 4112.482910
	Iteration 33Q: 3 clusters Score -297281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -297282.312500 Penalty: 4112.482910
	Iteration 34Q: 3 clusters Score -297282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -297282.312500 Penalty: 4112.482910
	Iteration 35F: 3 clusters Score -297282.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -230607.234375 Penalty: 1990.652344
	Iteration 0F: 2 clusters Score -230607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -227292.875000 Penalty: 3981.304688
	Iteration 0F: 3 clusters Score -227292.9 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -227952.656250 Penalty: 3981.304688
	Iteration 1F: 3 clusters Score -227952.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -228117.937500 Penalty: 3981.304688
	Iteration 2F: 3 clusters Score -228117.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -228221.312500 Penalty: 3981.304688
	Iteration 3Q: 3 clusters Score -228221.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -228299.265625 Penalty: 3981.304688
	Iteration 4Q: 3 clusters Score -228299.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -228366.812500 Penalty: 3981.304688
	Iteration 5Q: 3 clusters Score -228366.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -228423.406250 Penalty: 3981.304688
	Iteration 6Q: 3 clusters Score -228423.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -228471.171875 Penalty: 3981.304688
	Iteration 7Q: 3 clusters Score -228471.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -228520.031250 Penalty: 3981.304688
	Iteration 8Q: 3 clusters Score -228520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -228569.656250 Penalty: 3981.304688
	Iteration 9Q: 3 clusters Score -228569.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -228609.265625 Penalty: 3981.304688
	Iteration 10Q: 3 clusters Score -228609.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -228646.531250 Penalty: 3981.304688
	Iteration 11Q: 3 clusters Score -228646.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -228672.937500 Penalty: 3981.304688
	Iteration 12Q: 3 clusters Score -228672.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -228694.171875 Penalty: 3981.304688
	Iteration 13Q: 3 clusters Score -228694.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -228712.812500 Penalty: 3981.304688
	Iteration 14Q: 3 clusters Score -228712.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -228735.109375 Penalty: 3981.304688
	Iteration 15Q: 3 clusters Score -228735.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -228769.171875 Penalty: 3981.304688
	Iteration 16Q: 3 clusters Score -228769.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -228797.296875 Penalty: 3981.304688
	Iteration 17Q: 3 clusters Score -228797.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -228822.109375 Penalty: 3981.304688
	Iteration 18Q: 3 clusters Score -228822.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -228836.031250 Penalty: 3981.304688
	Iteration 19Q: 3 clusters Score -228836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -228851.250000 Penalty: 3981.304688
	Iteration 20F: 3 clusters Score -228851.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -228867.796875 Penalty: 3981.304688
	Iteration 21Q: 3 clusters Score -228867.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -228881.046875 Penalty: 3981.304688
	Iteration 22Q: 3 clusters Score -228881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -228902.468750 Penalty: 3981.304688
	Iteration 23Q: 3 clusters Score -228902.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -228926.062500 Penalty: 3981.304688
	Iteration 24Q: 3 clusters Score -228926.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -228950.406250 Penalty: 3981.304688
	Iteration 25Q: 3 clusters Score -228950.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -228980.406250 Penalty: 3981.304688
	Iteration 26Q: 3 clusters Score -228980.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -229005.421875 Penalty: 3981.304688
	Iteration 27Q: 3 clusters Score -229005.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -229036.968750 Penalty: 3981.304688
	Iteration 28Q: 3 clusters Score -229037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -229090.203125 Penalty: 3981.304688
	Iteration 29Q: 3 clusters Score -229090.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -229155.156250 Penalty: 3981.304688
	Iteration 30Q: 3 clusters Score -229155.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -229257.671875 Penalty: 3981.304688
	Iteration 31Q: 3 clusters Score -229257.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -229413.687500 Penalty: 3981.304688
	Iteration 32Q: 3 clusters Score -229413.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -229608.843750 Penalty: 3981.304688
	Iteration 33Q: 3 clusters Score -229608.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -229852.828125 Penalty: 3981.304688
	Iteration 34Q: 3 clusters Score -229852.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -230063.140625 Penalty: 3981.304688
	Iteration 35Q: 3 clusters Score -230063.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -230136.812500 Penalty: 3981.304688
	Iteration 36Q: 3 clusters Score -230136.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -230170.859375 Penalty: 3981.304688
	Iteration 37Q: 3 clusters Score -230170.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -230198.812500 Penalty: 3981.304688
	Iteration 38Q: 3 clusters Score -230198.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -230230.390625 Penalty: 3981.304688
	Iteration 39Q: 3 clusters Score -230230.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -230265.078125 Penalty: 3981.304688
	Iteration 40F: 3 clusters Score -230265.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -230284.312500 Penalty: 3981.304688
	Iteration 41Q: 3 clusters Score -230284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -230291.781250 Penalty: 3981.304688
	Iteration 42Q: 3 clusters Score -230291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -230299.765625 Penalty: 3981.304688
	Iteration 43Q: 3 clusters Score -230299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -230306.671875 Penalty: 3981.304688
	Iteration 44Q: 3 clusters Score -230306.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -230312.562500 Penalty: 3981.304688
	Iteration 45Q: 3 clusters Score -230312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -230315.125000 Penalty: 3981.304688
	Iteration 46Q: 3 clusters Score -230315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -230316.078125 Penalty: 3981.304688
	Iteration 47Q: 3 clusters Score -230316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -230316.890625 Penalty: 3981.304688
	Iteration 48Q: 3 clusters Score -230316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -230316.890625 Penalty: 3981.304688
	Iteration 49F: 3 clusters Score -230316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Entering Unmasked Estep 
Score: -2069479.000000 Penalty: 2545.936035
	Iteration 0F: 2 clusters Score -2069479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2049706.125000 Penalty: 5091.872070
	Iteration 0F: 3 clusters Score -2049706 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2057014.625000 Penalty: 5091.872070
	Iteration 1F: 3 clusters Score -2057015 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2057670.250000 Penalty: 5091.872070
	Iteration 2F: 3 clusters Score -2057670 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2058318.500000 Penalty: 5091.872070
	Iteration 3F: 3 clusters Score -2058318 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2059015.250000 Penalty: 5091.872070
	Iteration 4F: 3 clusters Score -2059015 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2059777.250000 Penalty: 5091.872070
	Iteration 5F: 3 clusters Score -2059777 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2060535.750000 Penalty: 5091.872070
	Iteration 6F: 3 clusters Score -2060536 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2061307.750000 Penalty: 5091.872070
	Iteration 7F: 3 clusters Score -2061308 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2062085.250000 Penalty: 5091.872070
	Iteration 8Q: 3 clusters Score -2062085 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2062910.250000 Penalty: 5091.872070
	Iteration 9Q: 3 clusters Score -2062910 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2063649.875000 Penalty: 5091.872070
	Iteration 10Q: 3 clusters Score -2063650 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2064240.875000 Penalty: 5091.872070
	Iteration 11Q: 3 clusters Score -2064241 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2064695.500000 Penalty: 5091.872070
	Iteration 12Q: 3 clusters Score -2064696 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2064978.375000 Penalty: 5091.872070
	Iteration 13Q: 3 clusters Score -2064978 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2065181.875000 Penalty: 5091.872070
	Iteration 14Q: 3 clusters Score -2065182 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2065288.375000 Penalty: 5091.872070
	Iteration 15Q: 3 clusters Score -2065288 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2065381.625000 Penalty: 5091.872070
	Iteration 16Q: 3 clusters Score -2065382 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2065478.500000 Penalty: 5091.872070
	Iteration 17Q: 3 clusters Score -2065478 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2065549.750000 Penalty: 5091.872070
	Iteration 18Q: 3 clusters Score -2065550 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2065627.875000 Penalty: 5091.872070
	Iteration 19Q: 3 clusters Score -2065628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2065676.000000 Penalty: 5091.872070
	Iteration 20F: 3 clusters Score -2065676 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2065730.375000 Penalty: 5091.872070
	Iteration 21Q: 3 clusters Score -2065730 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2065770.125000 Penalty: 5091.872070
	Iteration 22Q: 3 clusters Score -2065770 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2065819.500000 Penalty: 5091.872070
	Iteration 23Q: 3 clusters Score -2065820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2065867.625000 Penalty: 5091.872070
	Iteration 24Q: 3 clusters Score -2065868 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2065894.125000 Penalty: 5091.872070
	Iteration 25Q: 3 clusters Score -2065894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2065931.125000 Penalty: 5091.872070
	Iteration 26Q: 3 clusters Score -2065931 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2065980.000000 Penalty: 5091.872070
	Iteration 27Q: 3 clusters Score -2065980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2066008.625000 Penalty: 5091.872070
	Iteration 28Q: 3 clusters Score -2066009 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2066045.125000 Penalty: 5091.872070
	Iteration 29Q: 3 clusters Score -2066045 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2066085.250000 Penalty: 5091.872070
	Iteration 30Q: 3 clusters Score -2066085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2066128.375000 Penalty: 5091.872070
	Iteration 31Q: 3 clusters Score -2066128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2066144.500000 Penalty: 5091.872070
	Iteration 32Q: 3 clusters Score -2066144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2066181.250000 Penalty: 5091.872070
	Iteration 33Q: 3 clusters Score -2066181 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2066213.875000 Penalty: 5091.872070
	Iteration 34Q: 3 clusters Score -2066214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2066232.375000 Penalty: 5091.872070
	Iteration 35Q: 3 clusters Score -2066232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2066253.875000 Penalty: 5091.872070
	Iteration 36Q: 3 clusters Score -2066254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2066293.250000 Penalty: 5091.872070
	Iteration 37Q: 3 clusters Score -2066293 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2066333.625000 Penalty: 5091.872070
	Iteration 38Q: 3 clusters Score -2066334 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2066374.375000 Penalty: 5091.872070
	Iteration 39Q: 3 clusters Score -2066374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2066413.000000 Penalty: 5091.872070
	Iteration 40F: 3 clusters Score -2066413 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2066447.875000 Penalty: 5091.872070
	Iteration 41Q: 3 clusters Score -2066448 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2066485.750000 Penalty: 5091.872070
	Iteration 42Q: 3 clusters Score -2066486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2066518.125000 Penalty: 5091.872070
	Iteration 43Q: 3 clusters Score -2066518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2066557.375000 Penalty: 5091.872070
	Iteration 44Q: 3 clusters Score -2066557 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2066604.500000 Penalty: 5091.872070
	Iteration 45Q: 3 clusters Score -2066604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2066650.375000 Penalty: 5091.872070
	Iteration 46Q: 3 clusters Score -2066650 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2066689.250000 Penalty: 5091.872070
	Iteration 47Q: 3 clusters Score -2066689 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2066725.750000 Penalty: 5091.872070
	Iteration 48Q: 3 clusters Score -2066726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2066767.625000 Penalty: 5091.872070
	Iteration 49Q: 3 clusters Score -2066768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2066814.375000 Penalty: 5091.872070
	Iteration 50Q: 3 clusters Score -2066814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2066854.625000 Penalty: 5091.872070
	Iteration 51Q: 3 clusters Score -2066855 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2066894.875000 Penalty: 5091.872070
	Iteration 52Q: 3 clusters Score -2066895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -2066927.250000 Penalty: 5091.872070
	Iteration 53Q: 3 clusters Score -2066927 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2066958.875000 Penalty: 5091.872070
	Iteration 54Q: 3 clusters Score -2066959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2066989.750000 Penalty: 5091.872070
	Iteration 55Q: 3 clusters Score -2066990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2067019.625000 Penalty: 5091.872070
	Iteration 56Q: 3 clusters Score -2067020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2067050.125000 Penalty: 5091.872070
	Iteration 57Q: 3 clusters Score -2067050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2067087.000000 Penalty: 5091.872070
	Iteration 58Q: 3 clusters Score -2067087 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2067109.625000 Penalty: 5091.872070
	Iteration 59Q: 3 clusters Score -2067110 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2067134.750000 Penalty: 5091.872070
	Iteration 60F: 3 clusters Score -2067135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2067165.625000 Penalty: 5091.872070
	Iteration 61Q: 3 clusters Score -2067166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -2067195.125000 Penalty: 5091.872070
	Iteration 62Q: 3 clusters Score -2067195 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2067221.125000 Penalty: 5091.872070
	Iteration 63Q: 3 clusters Score -2067221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -2067233.875000 Penalty: 5091.872070
	Iteration 64Q: 3 clusters Score -2067234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2067255.250000 Penalty: 5091.872070
	Iteration 65Q: 3 clusters Score -2067255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -2067275.000000 Penalty: 5091.872070
	Iteration 66Q: 3 clusters Score -2067275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2067284.375000 Penalty: 5091.872070
	Iteration 67Q: 3 clusters Score -2067284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -2067292.875000 Penalty: 5091.872070
	Iteration 68Q: 3 clusters Score -2067293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2067298.875000 Penalty: 5091.872070
	Iteration 69Q: 3 clusters Score -2067299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2067301.875000 Penalty: 5091.872070
	Iteration 70Q: 3 clusters Score -2067302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2067308.625000 Penalty: 5091.872070
	Iteration 71Q: 3 clusters Score -2067309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -2067317.500000 Penalty: 5091.872070
	Iteration 72Q: 3 clusters Score -2067318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2067330.000000 Penalty: 5091.872070
	Iteration 73Q: 3 clusters Score -2067330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2067344.750000 Penalty: 5091.872070
	Iteration 74Q: 3 clusters Score -2067345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -2067358.500000 Penalty: 5091.872070
	Iteration 75Q: 3 clusters Score -2067358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -2067367.625000 Penalty: 5091.872070
	Iteration 76Q: 3 clusters Score -2067368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2067373.375000 Penalty: 5091.872070
	Iteration 77Q: 3 clusters Score -2067373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -2067386.250000 Penalty: 5091.872070
	Iteration 78Q: 3 clusters Score -2067386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -2067402.875000 Penalty: 5091.872070
	Iteration 79Q: 3 clusters Score -2067403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -2067406.000000 Penalty: 5091.872070
	Iteration 80F: 3 clusters Score -2067406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -2067412.000000 Penalty: 5091.872070
	Iteration 81Q: 3 clusters Score -2067412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2067417.750000 Penalty: 5091.872070
	Iteration 82Q: 3 clusters Score -2067418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -2067424.375000 Penalty: 5091.872070
	Iteration 83Q: 3 clusters Score -2067424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -2067435.625000 Penalty: 5091.872070
	Iteration 84Q: 3 clusters Score -2067436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2067439.125000 Penalty: 5091.872070
	Iteration 85Q: 3 clusters Score -2067439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2067448.250000 Penalty: 5091.872070
	Iteration 86Q: 3 clusters Score -2067448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2067454.500000 Penalty: 5091.872070
	Iteration 87Q: 3 clusters Score -2067454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2067459.750000 Penalty: 5091.872070
	Iteration 88Q: 3 clusters Score -2067460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -2067459.250000 Penalty: 5091.872070
	Iteration 89Q: 3 clusters Score -2067459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2067468.750000 Penalty: 5091.872070
	Iteration 90Q: 3 clusters Score -2067469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -2067468.875000 Penalty: 5091.872070
	Iteration 91Q: 3 clusters Score -2067469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -2067468.125000 Penalty: 5091.872070
	Iteration 92Q: 3 clusters Score -2067468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2067467.000000 Penalty: 5091.872070
	Iteration 93Q: 3 clusters Score -2067467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -2067470.875000 Penalty: 5091.872070
	Iteration 94Q: 3 clusters Score -2067471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -2067476.000000 Penalty: 5091.872070
	Iteration 95Q: 3 clusters Score -2067476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -2067478.625000 Penalty: 5091.872070
	Iteration 96Q: 3 clusters Score -2067479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -2067480.250000 Penalty: 5091.872070
	Iteration 97Q: 3 clusters Score -2067480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -2067480.125000 Penalty: 5091.872070
	Iteration 98Q: 3 clusters Score -2067480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2067484.375000 Penalty: 5091.872070
	Iteration 99Q: 3 clusters Score -2067484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -2067479.125000 Penalty: 5091.872070
	Iteration 100F: 3 clusters Score -2067479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -2067481.625000 Penalty: 5091.872070
	Iteration 101Q: 3 clusters Score -2067482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2067484.750000 Penalty: 5091.872070
	Iteration 102Q: 3 clusters Score -2067485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -2067488.750000 Penalty: 5091.872070
	Iteration 103Q: 3 clusters Score -2067489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -2067491.875000 Penalty: 5091.872070
	Iteration 104Q: 3 clusters Score -2067492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2067492.375000 Penalty: 5091.872070
	Iteration 105Q: 3 clusters Score -2067492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -2067492.625000 Penalty: 5091.872070
	Iteration 106Q: 3 clusters Score -2067493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2067494.125000 Penalty: 5091.872070
	Iteration 107Q: 3 clusters Score -2067494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -2067497.375000 Penalty: 5091.872070
	Iteration 108Q: 3 clusters Score -2067497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -2067498.000000 Penalty: 5091.872070
	Iteration 109Q: 3 clusters Score -2067498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2067499.625000 Penalty: 5091.872070
	Iteration 110Q: 3 clusters Score -2067500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2067503.125000 Penalty: 5091.872070
	Iteration 111Q: 3 clusters Score -2067503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -2067505.500000 Penalty: 5091.872070
	Iteration 112Q: 3 clusters Score -2067506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -2067505.250000 Penalty: 5091.872070
	Iteration 113Q: 3 clusters Score -2067505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2067506.375000 Penalty: 5091.872070
	Iteration 114Q: 3 clusters Score -2067506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -2067509.125000 Penalty: 5091.872070
	Iteration 115Q: 3 clusters Score -2067509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -2067507.500000 Penalty: 5091.872070
	Iteration 116Q: 3 clusters Score -2067508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -2067506.500000 Penalty: 5091.872070
	Iteration 117Q: 3 clusters Score -2067506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -2067507.750000 Penalty: 5091.872070
	Iteration 118Q: 3 clusters Score -2067508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -2067508.875000 Penalty: 5091.872070
	Iteration 119Q: 3 clusters Score -2067509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -2067510.125000 Penalty: 5091.872070
	Iteration 120F: 3 clusters Score -2067510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2067508.875000 Penalty: 5091.872070
	Iteration 121Q: 3 clusters Score -2067509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -2067509.250000 Penalty: 5091.872070
	Iteration 122Q: 3 clusters Score -2067509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -2067508.125000 Penalty: 5091.872070
	Iteration 123Q: 3 clusters Score -2067508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -2067508.875000 Penalty: 5091.872070
	Iteration 124Q: 3 clusters Score -2067509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -2067514.125000 Penalty: 5091.872070
	Iteration 125Q: 3 clusters Score -2067514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2067515.250000 Penalty: 5091.872070
	Iteration 126Q: 3 clusters Score -2067515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2067519.125000 Penalty: 5091.872070
	Iteration 127Q: 3 clusters Score -2067519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -2067520.875000 Penalty: 5091.872070
	Iteration 128Q: 3 clusters Score -2067521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -2067521.875000 Penalty: 5091.872070
	Iteration 129Q: 3 clusters Score -2067522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -2067521.875000 Penalty: 5091.872070
	Iteration 130F: 3 clusters Score -2067522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Entering Unmasked Estep 
Score: -826186.375000 Penalty: 2304.807373
	Iteration 0F: 2 clusters Score -826186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -817945.937500 Penalty: 4609.614746
	Iteration 0F: 3 clusters Score -817945.9 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -820504.312500 Penalty: 4609.614746
	Iteration 1F: 3 clusters Score -820504.3 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -820998.812500 Penalty: 4609.614746
	Iteration 2F: 3 clusters Score -820998.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -821586.187500 Penalty: 4609.614746
	Iteration 3F: 3 clusters Score -821586.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -822387.812500 Penalty: 4609.614746
	Iteration 4F: 3 clusters Score -822387.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -823239.437500 Penalty: 4609.614746
	Iteration 5F: 3 clusters Score -823239.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -823956.687500 Penalty: 4609.614746
	Iteration 6F: 3 clusters Score -823956.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -824474.812500 Penalty: 4609.614746
	Iteration 7F: 3 clusters Score -824474.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -824799.687500 Penalty: 4609.614746
	Iteration 8Q: 3 clusters Score -824799.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -824957.562500 Penalty: 4609.614746
	Iteration 9Q: 3 clusters Score -824957.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -825042.187500 Penalty: 4609.614746
	Iteration 10Q: 3 clusters Score -825042.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -825084.812500 Penalty: 4609.614746
	Iteration 11Q: 3 clusters Score -825084.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -825107.500000 Penalty: 4609.614746
	Iteration 12Q: 3 clusters Score -825107.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -825128.750000 Penalty: 4609.614746
	Iteration 13Q: 3 clusters Score -825128.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -825137.250000 Penalty: 4609.614746
	Iteration 14Q: 3 clusters Score -825137.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -825146.437500 Penalty: 4609.614746
	Iteration 15Q: 3 clusters Score -825146.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -825153.250000 Penalty: 4609.614746
	Iteration 16Q: 3 clusters Score -825153.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -825158.250000 Penalty: 4609.614746
	Iteration 17Q: 3 clusters Score -825158.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -825161.062500 Penalty: 4609.614746
	Iteration 18Q: 3 clusters Score -825161.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -825164.625000 Penalty: 4609.614746
	Iteration 19Q: 3 clusters Score -825164.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -825168.375000 Penalty: 4609.614746
	Iteration 20F: 3 clusters Score -825168.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -825170.250000 Penalty: 4609.614746
	Iteration 21Q: 3 clusters Score -825170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -825170.625000 Penalty: 4609.614746
	Iteration 22Q: 3 clusters Score -825170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -825171.937500 Penalty: 4609.614746
	Iteration 23Q: 3 clusters Score -825171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -825171.750000 Penalty: 4609.614746
	Iteration 24Q: 3 clusters Score -825171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -825171.062500 Penalty: 4609.614746
	Iteration 25Q: 3 clusters Score -825171.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -825171.062500 Penalty: 4609.614746
	Iteration 26F: 3 clusters Score -825171.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Entering Unmasked Estep 
Score: -2413038.250000 Penalty: 2554.328125
	Iteration 0F: 2 clusters Score -2413038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2392733.500000 Penalty: 5108.656250
	Iteration 0F: 3 clusters Score -2392734 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2400040.000000 Penalty: 5108.656250
	Iteration 1F: 3 clusters Score -2400040 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2400591.000000 Penalty: 5108.656250
	Iteration 2Q: 3 clusters Score -2400591 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2401188.500000 Penalty: 5108.656250
	Iteration 3Q: 3 clusters Score -2401188 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2401921.000000 Penalty: 5108.656250
	Iteration 4F: 3 clusters Score -2401921 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2402885.750000 Penalty: 5108.656250
	Iteration 5F: 3 clusters Score -2402886 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2404206.750000 Penalty: 5108.656250
	Iteration 6F: 3 clusters Score -2404207 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2405919.000000 Penalty: 5108.656250
	Iteration 7F: 3 clusters Score -2405919 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2407734.750000 Penalty: 5108.656250
	Iteration 8F: 3 clusters Score -2407735 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2409209.500000 Penalty: 5108.656250
	Iteration 9Q: 3 clusters Score -2409210 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2410218.250000 Penalty: 5108.656250
	Iteration 10Q: 3 clusters Score -2410218 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -2410733.250000 Penalty: 5108.656250
	Iteration 11Q: 3 clusters Score -2410733 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -2411003.250000 Penalty: 5108.656250
	Iteration 12Q: 3 clusters Score -2411003 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2411154.750000 Penalty: 5108.656250
	Iteration 13Q: 3 clusters Score -2411155 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2411250.000000 Penalty: 5108.656250
	Iteration 14Q: 3 clusters Score -2411250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -2411291.000000 Penalty: 5108.656250
	Iteration 15Q: 3 clusters Score -2411291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -2411323.250000 Penalty: 5108.656250
	Iteration 16Q: 3 clusters Score -2411323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -2411349.500000 Penalty: 5108.656250
	Iteration 17Q: 3 clusters Score -2411350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -2411353.250000 Penalty: 5108.656250
	Iteration 18Q: 3 clusters Score -2411353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -2411370.000000 Penalty: 5108.656250
	Iteration 19Q: 3 clusters Score -2411370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -2411371.000000 Penalty: 5108.656250
	Iteration 20F: 3 clusters Score -2411371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -2411372.500000 Penalty: 5108.656250
	Iteration 21Q: 3 clusters Score -2411372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -2411377.750000 Penalty: 5108.656250
	Iteration 22Q: 3 clusters Score -2411378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2411382.250000 Penalty: 5108.656250
	Iteration 23Q: 3 clusters Score -2411382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2411377.000000 Penalty: 5108.656250
	Iteration 24Q: 3 clusters Score -2411377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2411379.000000 Penalty: 5108.656250
	Iteration 25Q: 3 clusters Score -2411379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2411379.000000 Penalty: 5108.656250
	Iteration 26F: 3 clusters Score -2411379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -345585.468750 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -345585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -341380.500000 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -341380.5 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -342293.718750 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -342293.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -342474.125000 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -342474.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -342565.406250 Penalty: 4162.697754
	Iteration 3Q: 3 clusters Score -342565.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -342629.000000 Penalty: 4162.697754
	Iteration 4Q: 3 clusters Score -342629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -342675.593750 Penalty: 4162.697754
	Iteration 5Q: 3 clusters Score -342675.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -342710.906250 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -342710.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -342735.437500 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -342735.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -342762.218750 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -342762.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -342787.125000 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -342787.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -342811.812500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -342811.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -342835.375000 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -342835.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -342857.875000 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -342857.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -342882.281250 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -342882.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -342898.156250 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -342898.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -342911.500000 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -342911.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -342929.031250 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -342929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -342945.218750 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -342945.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -342959.875000 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -342959.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -342977.875000 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -342977.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -342998.781250 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -342998.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -343024.093750 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -343024.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -343051.187500 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -343051.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -343077.968750 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -343078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -343105.781250 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -343105.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -343128.875000 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -343128.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -343155.531250 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -343155.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -343190.781250 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -343190.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -343226.312500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -343226.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -343271.843750 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -343271.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -343318.468750 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -343318.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -343360.687500 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -343360.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -343384.625000 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -343384.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -343406.031250 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -343406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -343429.468750 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -343429.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -343446.093750 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -343446.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -343459.093750 Penalty: 4162.697754
	Iteration 36Q: 3 clusters Score -343459.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -343476.875000 Penalty: 4162.697754
	Iteration 37Q: 3 clusters Score -343476.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -343494.187500 Penalty: 4162.697754
	Iteration 38Q: 3 clusters Score -343494.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -343513.062500 Penalty: 4162.697754
	Iteration 39Q: 3 clusters Score -343513.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -343525.843750 Penalty: 4162.697754
	Iteration 40F: 3 clusters Score -343525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -343536.687500 Penalty: 4162.697754
	Iteration 41Q: 3 clusters Score -343536.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -343551.031250 Penalty: 4162.697754
	Iteration 42Q: 3 clusters Score -343551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -343561.281250 Penalty: 4162.697754
	Iteration 43Q: 3 clusters Score -343561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -343571.500000 Penalty: 4162.697754
	Iteration 44Q: 3 clusters Score -343571.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -343581.656250 Penalty: 4162.697754
	Iteration 45Q: 3 clusters Score -343581.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -343592.562500 Penalty: 4162.697754
	Iteration 46Q: 3 clusters Score -343592.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -343599.718750 Penalty: 4162.697754
	Iteration 47Q: 3 clusters Score -343599.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -343607.156250 Penalty: 4162.697754
	Iteration 48Q: 3 clusters Score -343607.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -343618.875000 Penalty: 4162.697754
	Iteration 49Q: 3 clusters Score -343618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -343623.093750 Penalty: 4162.697754
	Iteration 50Q: 3 clusters Score -343623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -343627.750000 Penalty: 4162.697754
	Iteration 51Q: 3 clusters Score -343627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -343632.062500 Penalty: 4162.697754
	Iteration 52Q: 3 clusters Score -343632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -343633.437500 Penalty: 4162.697754
	Iteration 53Q: 3 clusters Score -343633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -343634.843750 Penalty: 4162.697754
	Iteration 54Q: 3 clusters Score -343634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -343635.593750 Penalty: 4162.697754
	Iteration 55Q: 3 clusters Score -343635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -343636.156250 Penalty: 4162.697754
	Iteration 56Q: 3 clusters Score -343636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -343637.812500 Penalty: 4162.697754
	Iteration 57Q: 3 clusters Score -343637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -343638.781250 Penalty: 4162.697754
	Iteration 58Q: 3 clusters Score -343638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -343639.125000 Penalty: 4162.697754
	Iteration 59Q: 3 clusters Score -343639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -343639.812500 Penalty: 4162.697754
	Iteration 60F: 3 clusters Score -343639.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -265524.468750 Penalty: 2017.202393
	Iteration 0F: 2 clusters Score -265524.5 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 1653 members 
Entering Unmasked Estep 
Score: -262032.953125 Penalty: 4034.404785
	Iteration 0F: 3 clusters Score -262033 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -262841.000000 Penalty: 4034.404785
	Iteration 1F: 3 clusters Score -262841 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -263008.062500 Penalty: 4034.404785
	Iteration 2F: 3 clusters Score -263008.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -263120.343750 Penalty: 4034.404785
	Iteration 3Q: 3 clusters Score -263120.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -263224.625000 Penalty: 4034.404785
	Iteration 4Q: 3 clusters Score -263224.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -263362.218750 Penalty: 4034.404785
	Iteration 5Q: 3 clusters Score -263362.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -263511.875000 Penalty: 4034.404785
	Iteration 6Q: 3 clusters Score -263511.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263647.500000 Penalty: 4034.404785
	Iteration 7Q: 3 clusters Score -263647.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -263722.718750 Penalty: 4034.404785
	Iteration 8Q: 3 clusters Score -263722.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -263786.406250 Penalty: 4034.404785
	Iteration 9Q: 3 clusters Score -263786.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263854.312500 Penalty: 4034.404785
	Iteration 10Q: 3 clusters Score -263854.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -263909.281250 Penalty: 4034.404785
	Iteration 11Q: 3 clusters Score -263909.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -263953.312500 Penalty: 4034.404785
	Iteration 12Q: 3 clusters Score -263953.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263982.281250 Penalty: 4034.404785
	Iteration 13Q: 3 clusters Score -263982.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264001.656250 Penalty: 4034.404785
	Iteration 14Q: 3 clusters Score -264001.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264019.437500 Penalty: 4034.404785
	Iteration 15Q: 3 clusters Score -264019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264029.437500 Penalty: 4034.404785
	Iteration 16Q: 3 clusters Score -264029.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -264041.093750 Penalty: 4034.404785
	Iteration 17Q: 3 clusters Score -264041.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -264049.906250 Penalty: 4034.404785
	Iteration 18Q: 3 clusters Score -264049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -264055.875000 Penalty: 4034.404785
	Iteration 19Q: 3 clusters Score -264055.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -264063.750000 Penalty: 4034.404785
	Iteration 20F: 3 clusters Score -264063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -264067.312500 Penalty: 4034.404785
	Iteration 21Q: 3 clusters Score -264067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -264073.750000 Penalty: 4034.404785
	Iteration 22Q: 3 clusters Score -264073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -264080.843750 Penalty: 4034.404785
	Iteration 23Q: 3 clusters Score -264080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -264085.437500 Penalty: 4034.404785
	Iteration 24Q: 3 clusters Score -264085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -264088.218750 Penalty: 4034.404785
	Iteration 25Q: 3 clusters Score -264088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -264089.937500 Penalty: 4034.404785
	Iteration 26Q: 3 clusters Score -264089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -264092.250000 Penalty: 4034.404785
	Iteration 27Q: 3 clusters Score -264092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264093.218750 Penalty: 4034.404785
	Iteration 28Q: 3 clusters Score -264093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264093.937500 Penalty: 4034.404785
	Iteration 29Q: 3 clusters Score -264093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -264095.375000 Penalty: 4034.404785
	Iteration 30Q: 3 clusters Score -264095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -264096.437500 Penalty: 4034.404785
	Iteration 31Q: 3 clusters Score -264096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -264098.156250 Penalty: 4034.404785
	Iteration 32Q: 3 clusters Score -264098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -264098.375000 Penalty: 4034.404785
	Iteration 33Q: 3 clusters Score -264098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -264099.187500 Penalty: 4034.404785
	Iteration 34Q: 3 clusters Score -264099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -264099.656250 Penalty: 4034.404785
	Iteration 35Q: 3 clusters Score -264099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -264099.656250 Penalty: 4034.404785
	Iteration 36F: 3 clusters Score -264099.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Entering Unmasked Estep 
Score: -2706905.500000 Penalty: 2577.415283
	Iteration 0F: 2 clusters Score -2706906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2684571.000000 Penalty: 5154.830566
	Iteration 0F: 3 clusters Score -2684571 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2692572.750000 Penalty: 5154.830566
	Iteration 1F: 3 clusters Score -2692573 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2693001.500000 Penalty: 5154.830566
	Iteration 2Q: 3 clusters Score -2693002 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2693402.750000 Penalty: 5154.830566
	Iteration 3Q: 3 clusters Score -2693403 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2693756.750000 Penalty: 5154.830566
	Iteration 4Q: 3 clusters Score -2693757 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2694098.000000 Penalty: 5154.830566
	Iteration 5Q: 3 clusters Score -2694098 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2694448.750000 Penalty: 5154.830566
	Iteration 6Q: 3 clusters Score -2694449 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2694862.000000 Penalty: 5154.830566
	Iteration 7Q: 3 clusters Score -2694862 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2695392.000000 Penalty: 5154.830566
	Iteration 8Q: 3 clusters Score -2695392 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2696107.750000 Penalty: 5154.830566
	Iteration 9Q: 3 clusters Score -2696108 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2697058.500000 Penalty: 5154.830566
	Iteration 10Q: 3 clusters Score -2697058 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2698084.000000 Penalty: 5154.830566
	Iteration 11Q: 3 clusters Score -2698084 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2699181.750000 Penalty: 5154.830566
	Iteration 12Q: 3 clusters Score -2699182 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2700274.750000 Penalty: 5154.830566
	Iteration 13Q: 3 clusters Score -2700275 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2701223.000000 Penalty: 5154.830566
	Iteration 14Q: 3 clusters Score -2701223 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2702032.250000 Penalty: 5154.830566
	Iteration 15Q: 3 clusters Score -2702032 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2702649.000000 Penalty: 5154.830566
	Iteration 16Q: 3 clusters Score -2702649 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2703115.250000 Penalty: 5154.830566
	Iteration 17Q: 3 clusters Score -2703115 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2703465.000000 Penalty: 5154.830566
	Iteration 18Q: 3 clusters Score -2703465 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2703710.750000 Penalty: 5154.830566
	Iteration 19Q: 3 clusters Score -2703711 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2703921.750000 Penalty: 5154.830566
	Iteration 20F: 3 clusters Score -2703922 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2704116.000000 Penalty: 5154.830566
	Iteration 21Q: 3 clusters Score -2704116 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2704247.750000 Penalty: 5154.830566
	Iteration 22Q: 3 clusters Score -2704248 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2704346.250000 Penalty: 5154.830566
	Iteration 23Q: 3 clusters Score -2704346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2704437.000000 Penalty: 5154.830566
	Iteration 24Q: 3 clusters Score -2704437 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2704511.000000 Penalty: 5154.830566
	Iteration 25Q: 3 clusters Score -2704511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2704556.500000 Penalty: 5154.830566
	Iteration 26Q: 3 clusters Score -2704556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2704602.000000 Penalty: 5154.830566
	Iteration 27Q: 3 clusters Score -2704602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2704639.000000 Penalty: 5154.830566
	Iteration 28Q: 3 clusters Score -2704639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2704683.500000 Penalty: 5154.830566
	Iteration 29Q: 3 clusters Score -2704684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2704708.500000 Penalty: 5154.830566
	Iteration 30Q: 3 clusters Score -2704708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2704734.000000 Penalty: 5154.830566
	Iteration 31Q: 3 clusters Score -2704734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2704750.000000 Penalty: 5154.830566
	Iteration 32Q: 3 clusters Score -2704750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2704788.750000 Penalty: 5154.830566
	Iteration 33Q: 3 clusters Score -2704789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2704818.000000 Penalty: 5154.830566
	Iteration 34Q: 3 clusters Score -2704818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2704829.500000 Penalty: 5154.830566
	Iteration 35Q: 3 clusters Score -2704830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2704842.000000 Penalty: 5154.830566
	Iteration 36Q: 3 clusters Score -2704842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2704854.500000 Penalty: 5154.830566
	Iteration 37Q: 3 clusters Score -2704854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2704857.250000 Penalty: 5154.830566
	Iteration 38Q: 3 clusters Score -2704857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2704866.500000 Penalty: 5154.830566
	Iteration 39Q: 3 clusters Score -2704866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2704871.750000 Penalty: 5154.830566
	Iteration 40F: 3 clusters Score -2704872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2704878.000000 Penalty: 5154.830566
	Iteration 41Q: 3 clusters Score -2704878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2704876.500000 Penalty: 5154.830566
	Iteration 42Q: 3 clusters Score -2704876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2704876.250000 Penalty: 5154.830566
	Iteration 43Q: 3 clusters Score -2704876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2704879.000000 Penalty: 5154.830566
	Iteration 44Q: 3 clusters Score -2704879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2704879.000000 Penalty: 5154.830566
	Iteration 45F: 3 clusters Score -2704879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -379872.843750 Penalty: 2154.903809
	Iteration 0F: 2 clusters Score -379872.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -374909.843750 Penalty: 4309.807617
	Iteration 0F: 3 clusters Score -374909.8 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -376533.968750 Penalty: 4309.807617
	Iteration 1F: 3 clusters Score -376534 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -377082.968750 Penalty: 4309.807617
	Iteration 2F: 3 clusters Score -377083 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -377733.093750 Penalty: 4309.807617
	Iteration 3F: 3 clusters Score -377733.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -378780.375000 Penalty: 4309.807617
	Iteration 4F: 3 clusters Score -378780.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -379959.062500 Penalty: 4309.807617
	Iteration 5F: 3 clusters Score -379959.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -380587.218750 Penalty: 4309.807617
	Iteration 6F: 3 clusters Score -380587.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -380930.406250 Penalty: 4309.807617
	Iteration 7Q: 3 clusters Score -380930.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -381197.843750 Penalty: 4309.807617
	Iteration 8Q: 3 clusters Score -381197.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -381383.187500 Penalty: 4309.807617
	Iteration 9Q: 3 clusters Score -381383.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -381510.156250 Penalty: 4309.807617
	Iteration 10Q: 3 clusters Score -381510.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -381601.718750 Penalty: 4309.807617
	Iteration 11Q: 3 clusters Score -381601.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -381654.281250 Penalty: 4309.807617
	Iteration 12Q: 3 clusters Score -381654.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -381698.312500 Penalty: 4309.807617
	Iteration 13Q: 3 clusters Score -381698.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -381728.437500 Penalty: 4309.807617
	Iteration 14Q: 3 clusters Score -381728.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -381758.656250 Penalty: 4309.807617
	Iteration 15Q: 3 clusters Score -381758.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -381791.562500 Penalty: 4309.807617
	Iteration 16Q: 3 clusters Score -381791.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -381821.687500 Penalty: 4309.807617
	Iteration 17Q: 3 clusters Score -381821.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -381850.281250 Penalty: 4309.807617
	Iteration 18Q: 3 clusters Score -381850.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -381878.656250 Penalty: 4309.807617
	Iteration 19Q: 3 clusters Score -381878.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -381911.343750 Penalty: 4309.807617
	Iteration 20F: 3 clusters Score -381911.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -381947.093750 Penalty: 4309.807617
	Iteration 21Q: 3 clusters Score -381947.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -381994.843750 Penalty: 4309.807617
	Iteration 22Q: 3 clusters Score -381994.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -382041.375000 Penalty: 4309.807617
	Iteration 23Q: 3 clusters Score -382041.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -382109.125000 Penalty: 4309.807617
	Iteration 24Q: 3 clusters Score -382109.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -382248.000000 Penalty: 4309.807617
	Iteration 25Q: 3 clusters Score -382248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -382575.937500 Penalty: 4309.807617
	Iteration 26Q: 3 clusters Score -382575.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -382924.468750 Penalty: 4309.807617
	Iteration 27Q: 3 clusters Score -382924.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -383071.750000 Penalty: 4309.807617
	Iteration 28Q: 3 clusters Score -383071.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -383095.250000 Penalty: 4309.807617
	Iteration 29Q: 3 clusters Score -383095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -383099.312500 Penalty: 4309.807617
	Iteration 30Q: 3 clusters Score -383099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -383102.562500 Penalty: 4309.807617
	Iteration 31Q: 3 clusters Score -383102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -383106.062500 Penalty: 4309.807617
	Iteration 32Q: 3 clusters Score -383106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -383106.062500 Penalty: 4309.807617
	Iteration 33F: 3 clusters Score -383106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 110414 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 30911 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 860444 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 45438 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 212413 members 
Mstep: Class 18 contains 166928 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 28735 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 29724 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32624 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 16058 members 
Mstep: Class 30 contains 8292 members 
Mstep: Class 31 contains 4432 members 
Entering Unmasked Estep 
Score: -142730672.000000 Penalty: 110824.609375
Splitting cluster 28 changes total score from -142719104.000000 to -142730672.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 29 (16058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Entering Unmasked Estep 
Score: -1263648.250000 Penalty: 2401.622803
	Iteration 0F: 2 clusters Score -1263648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1252062.000000 Penalty: 4803.245605
	Iteration 0F: 3 clusters Score -1252062 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1255727.500000 Penalty: 4803.245605
	Iteration 1F: 3 clusters Score -1255728 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1256144.250000 Penalty: 4803.245605
	Iteration 2F: 3 clusters Score -1256144 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1256554.500000 Penalty: 4803.245605
	Iteration 3F: 3 clusters Score -1256554 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1256926.750000 Penalty: 4803.245605
	Iteration 4Q: 3 clusters Score -1256927 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1257319.500000 Penalty: 4803.245605
	Iteration 5Q: 3 clusters Score -1257320 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1257725.500000 Penalty: 4803.245605
	Iteration 6Q: 3 clusters Score -1257726 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1258177.625000 Penalty: 4803.245605
	Iteration 7Q: 3 clusters Score -1258178 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1258682.750000 Penalty: 4803.245605
	Iteration 8Q: 3 clusters Score -1258683 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1259169.750000 Penalty: 4803.245605
	Iteration 9Q: 3 clusters Score -1259170 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1259653.250000 Penalty: 4803.245605
	Iteration 10Q: 3 clusters Score -1259653 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1260091.500000 Penalty: 4803.245605
	Iteration 11Q: 3 clusters Score -1260092 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1260448.375000 Penalty: 4803.245605
	Iteration 12Q: 3 clusters Score -1260448 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1260739.750000 Penalty: 4803.245605
	Iteration 13Q: 3 clusters Score -1260740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1260981.375000 Penalty: 4803.245605
	Iteration 14Q: 3 clusters Score -1260981 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1261160.375000 Penalty: 4803.245605
	Iteration 15Q: 3 clusters Score -1261160 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1261276.375000 Penalty: 4803.245605
	Iteration 16Q: 3 clusters Score -1261276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1261362.250000 Penalty: 4803.245605
	Iteration 17Q: 3 clusters Score -1261362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1261429.250000 Penalty: 4803.245605
	Iteration 18Q: 3 clusters Score -1261429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1261477.375000 Penalty: 4803.245605
	Iteration 19Q: 3 clusters Score -1261477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1261529.250000 Penalty: 4803.245605
	Iteration 20F: 3 clusters Score -1261529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1261576.125000 Penalty: 4803.245605
	Iteration 21Q: 3 clusters Score -1261576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1261609.625000 Penalty: 4803.245605
	Iteration 22Q: 3 clusters Score -1261610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1261644.375000 Penalty: 4803.245605
	Iteration 23Q: 3 clusters Score -1261644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1261669.875000 Penalty: 4803.245605
	Iteration 24Q: 3 clusters Score -1261670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1261693.625000 Penalty: 4803.245605
	Iteration 25Q: 3 clusters Score -1261694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1261715.875000 Penalty: 4803.245605
	Iteration 26Q: 3 clusters Score -1261716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1261758.875000 Penalty: 4803.245605
	Iteration 27Q: 3 clusters Score -1261759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1261815.250000 Penalty: 4803.245605
	Iteration 28Q: 3 clusters Score -1261815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1261889.250000 Penalty: 4803.245605
	Iteration 29Q: 3 clusters Score -1261889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1261929.125000 Penalty: 4803.245605
	Iteration 30Q: 3 clusters Score -1261929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1261953.750000 Penalty: 4803.245605
	Iteration 31Q: 3 clusters Score -1261954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1261973.625000 Penalty: 4803.245605
	Iteration 32Q: 3 clusters Score -1261974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1261982.625000 Penalty: 4803.245605
	Iteration 33Q: 3 clusters Score -1261983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1261992.375000 Penalty: 4803.245605
	Iteration 34Q: 3 clusters Score -1261992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1262001.000000 Penalty: 4803.245605
	Iteration 35Q: 3 clusters Score -1262001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1262002.750000 Penalty: 4803.245605
	Iteration 36Q: 3 clusters Score -1262003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1262006.125000 Penalty: 4803.245605
	Iteration 37Q: 3 clusters Score -1262006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1262006.750000 Penalty: 4803.245605
	Iteration 38Q: 3 clusters Score -1262007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1262012.250000 Penalty: 4803.245605
	Iteration 39Q: 3 clusters Score -1262012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1262016.000000 Penalty: 4803.245605
	Iteration 40F: 3 clusters Score -1262016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1262020.000000 Penalty: 4803.245605
	Iteration 41Q: 3 clusters Score -1262020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1262022.375000 Penalty: 4803.245605
	Iteration 42Q: 3 clusters Score -1262022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1262023.375000 Penalty: 4803.245605
	Iteration 43Q: 3 clusters Score -1262023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1262023.625000 Penalty: 4803.245605
	Iteration 44Q: 3 clusters Score -1262024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1262027.625000 Penalty: 4803.245605
	Iteration 45Q: 3 clusters Score -1262028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1262028.000000 Penalty: 4803.245605
	Iteration 46Q: 3 clusters Score -1262028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1262030.250000 Penalty: 4803.245605
	Iteration 47Q: 3 clusters Score -1262030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1262031.750000 Penalty: 4803.245605
	Iteration 48Q: 3 clusters Score -1262032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1262031.125000 Penalty: 4803.245605
	Iteration 49Q: 3 clusters Score -1262031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1262031.125000 Penalty: 4803.245605
	Iteration 50F: 3 clusters Score -1262031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 16025 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 4595 members 
Mstep: Class 5 contains 110414 members 
Mstep: Class 6 contains 29152 members 
Mstep: Class 7 contains 30911 members 
Mstep: Class 8 contains 25652 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 860444 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 26886 members 
Mstep: Class 14 contains 45438 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 212413 members 
Mstep: Class 18 contains 166928 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 21 contains 3062 members 
Mstep: Class 22 contains 28735 members 
Mstep: Class 23 contains 10868 members 
Mstep: Class 24 contains 29724 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3408 members 
Mstep: Class 27 contains 32624 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 16058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142732800.000000 Penalty: 110824.609375
Iteration 79Q: 32 clusters Score -1.427328e+08 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 16024 members 
Mstep: Class 3 contains 25914 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 111434 members 
Mstep: Class 6 contains 29243 members 
Mstep: Class 7 contains 32042 members 
Mstep: Class 8 contains 24897 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 54838 members 
Mstep: Class 11 contains 862657 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 26913 members 
Mstep: Class 14 contains 45273 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 17 contains 208258 members 
Mstep: Class 18 contains 166627 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 21 contains 3083 members 
Mstep: Class 22 contains 28803 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 29872 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 3356 members 
Mstep: Class 27 contains 32727 members 
Mstep: Class 28 contains 1564 members 
Mstep: Class 29 contains 16069 members 
Mstep: Class 30 contains 8411 members 
Mstep: Class 31 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142734592.000000 Penalty: 110824.609375
Iteration 80F: 32 clusters Score -1.427346e+08 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 26014 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 112452 members 
Mstep: Class 6 contains 29335 members 
Mstep: Class 7 contains 32842 members 
Mstep: Class 8 contains 24366 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 55037 members 
Mstep: Class 11 contains 864677 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 26973 members 
Mstep: Class 14 contains 45168 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 8266 members 
Mstep: Class 17 contains 204323 members 
Mstep: Class 18 contains 166338 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 28671 members 
Mstep: Class 23 contains 10787 members 
Mstep: Class 24 contains 29987 members 
Mstep: Class 25 contains 4415 members 
Mstep: Class 26 contains 3326 members 
Mstep: Class 27 contains 32879 members 
Mstep: Class 28 contains 1595 members 
Mstep: Class 29 contains 16060 members 
Mstep: Class 30 contains 8467 members 
Mstep: Class 31 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142735600.000000 Penalty: 110824.609375
Iteration 81Q: 32 clusters Score -1.427356e+08 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 16023 members 
Mstep: Class 3 contains 26095 members 
Mstep: Class 4 contains 4757 members 
Mstep: Class 5 contains 113492 members 
Mstep: Class 6 contains 29434 members 
Mstep: Class 7 contains 33667 members 
Mstep: Class 8 contains 23818 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 10 contains 55229 members 
Mstep: Class 11 contains 866558 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 27086 members 
Mstep: Class 14 contains 45098 members 
Mstep: Class 15 contains 17575 members 
Mstep: Class 16 contains 8246 members 
Mstep: Class 17 contains 200456 members 
Mstep: Class 18 contains 166079 members 
Mstep: Class 19 contains 3979 members 
Mstep: Class 20 contains 3353 members 
Mstep: Class 21 contains 3031 members 
Mstep: Class 22 contains 28643 members 
Mstep: Class 23 contains 10767 members 
Mstep: Class 24 contains 30106 members 
Mstep: Class 25 contains 4416 members 
Mstep: Class 26 contains 3314 members 
Mstep: Class 27 contains 32995 members 
Mstep: Class 28 contains 1609 members 
Mstep: Class 29 contains 16041 members 
Mstep: Class 30 contains 8496 members 
Mstep: Class 31 contains 4669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142736368.000000 Penalty: 110824.609375
Iteration 82Q: 32 clusters Score -1.427364e+08 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 16062 members 
Mstep: Class 3 contains 26193 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 114581 members 
Mstep: Class 6 contains 29534 members 
Mstep: Class 7 contains 34433 members 
Mstep: Class 8 contains 23290 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 55423 members 
Mstep: Class 11 contains 868226 members 
Mstep: Class 12 contains 1693 members 
Mstep: Class 13 contains 27197 members 
Mstep: Class 14 contains 45026 members 
Mstep: Class 15 contains 17598 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 196755 members 
Mstep: Class 18 contains 165854 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 3440 members 
Mstep: Class 21 contains 3016 members 
Mstep: Class 22 contains 28639 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 30184 members 
Mstep: Class 25 contains 4417 members 
Mstep: Class 26 contains 3301 members 
Mstep: Class 27 contains 33128 members 
Mstep: Class 28 contains 1624 members 
Mstep: Class 29 contains 16027 members 
Mstep: Class 30 contains 8511 members 
Mstep: Class 31 contains 4766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142737440.000000 Penalty: 110824.609375
Iteration 83Q: 32 clusters Score -1.427374e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 16101 members 
Mstep: Class 3 contains 26287 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 115688 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 22715 members 
Mstep: Class 9 contains 3745 members 
Mstep: Class 10 contains 55574 members 
Mstep: Class 11 contains 869770 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 13 contains 27295 members 
Mstep: Class 14 contains 44932 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 8155 members 
Mstep: Class 17 contains 193231 members 
Mstep: Class 18 contains 165660 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 3510 members 
Mstep: Class 21 contains 3000 members 
Mstep: Class 22 contains 28680 members 
Mstep: Class 23 contains 10742 members 
Mstep: Class 24 contains 30219 members 
Mstep: Class 25 contains 4418 members 
Mstep: Class 26 contains 3289 members 
Mstep: Class 27 contains 33277 members 
Mstep: Class 28 contains 1638 members 
Mstep: Class 29 contains 16026 members 
Mstep: Class 30 contains 8523 members 
Mstep: Class 31 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142738624.000000 Penalty: 110824.609375
Iteration 84Q: 32 clusters Score -1.427386e+08 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 16150 members 
Mstep: Class 3 contains 26365 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 116810 members 
Mstep: Class 6 contains 29762 members 
Mstep: Class 7 contains 36084 members 
Mstep: Class 8 contains 22092 members 
Mstep: Class 9 contains 3798 members 
Mstep: Class 10 contains 55720 members 
Mstep: Class 11 contains 871278 members 
Mstep: Class 12 contains 1694 members 
Mstep: Class 13 contains 27400 members 
Mstep: Class 14 contains 44857 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 189801 members 
Mstep: Class 18 contains 165474 members 
Mstep: Class 19 contains 3970 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 2984 members 
Mstep: Class 22 contains 28718 members 
Mstep: Class 23 contains 10734 members 
Mstep: Class 24 contains 30242 members 
Mstep: Class 25 contains 4419 members 
Mstep: Class 26 contains 3286 members 
Mstep: Class 27 contains 33418 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 16019 members 
Mstep: Class 30 contains 8528 members 
Mstep: Class 31 contains 4871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142739424.000000 Penalty: 110824.609375
Iteration 85Q: 32 clusters Score -1.427394e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 16213 members 
Mstep: Class 3 contains 26442 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 117974 members 
Mstep: Class 6 contains 29886 members 
Mstep: Class 7 contains 36873 members 
Mstep: Class 8 contains 21494 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 55845 members 
Mstep: Class 11 contains 872706 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 13 contains 27509 members 
Mstep: Class 14 contains 44757 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 186493 members 
Mstep: Class 18 contains 165277 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 2958 members 
Mstep: Class 22 contains 28774 members 
Mstep: Class 23 contains 10726 members 
Mstep: Class 24 contains 30257 members 
Mstep: Class 25 contains 4419 members 
Mstep: Class 26 contains 3284 members 
Mstep: Class 27 contains 33536 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 16013 members 
Mstep: Class 30 contains 8539 members 
Mstep: Class 31 contains 4899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142740400.000000 Penalty: 110824.609375
Iteration 86Q: 32 clusters Score -1.427404e+08 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 16292 members 
Mstep: Class 3 contains 26505 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 119080 members 
Mstep: Class 6 contains 30023 members 
Mstep: Class 7 contains 37592 members 
Mstep: Class 8 contains 20917 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 55964 members 
Mstep: Class 11 contains 874056 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 27623 members 
Mstep: Class 14 contains 44672 members 
Mstep: Class 15 contains 17653 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 183326 members 
Mstep: Class 18 contains 165073 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 3668 members 
Mstep: Class 21 contains 2945 members 
Mstep: Class 22 contains 28825 members 
Mstep: Class 23 contains 10720 members 
Mstep: Class 24 contains 30298 members 
Mstep: Class 25 contains 4419 members 
Mstep: Class 26 contains 3282 members 
Mstep: Class 27 contains 33646 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 15999 members 
Mstep: Class 30 contains 8545 members 
Mstep: Class 31 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142740336.000000 Penalty: 110824.609375
Iteration 87Q: 32 clusters Score -1.427403e+08 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 16340 members 
Mstep: Class 3 contains 26563 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 120231 members 
Mstep: Class 6 contains 30142 members 
Mstep: Class 7 contains 38206 members 
Mstep: Class 8 contains 20412 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 10 contains 56109 members 
Mstep: Class 11 contains 875357 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 27757 members 
Mstep: Class 14 contains 44568 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 7899 members 
Mstep: Class 17 contains 180265 members 
Mstep: Class 18 contains 164842 members 
Mstep: Class 19 contains 3967 members 
Mstep: Class 20 contains 3699 members 
Mstep: Class 21 contains 2930 members 
Mstep: Class 22 contains 28899 members 
Mstep: Class 23 contains 10714 members 
Mstep: Class 24 contains 30318 members 
Mstep: Class 25 contains 4420 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33739 members 
Mstep: Class 28 contains 1651 members 
Mstep: Class 29 contains 15989 members 
Mstep: Class 30 contains 8551 members 
Mstep: Class 31 contains 4937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142740864.000000 Penalty: 110824.609375
Iteration 88Q: 32 clusters Score -1.427409e+08 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 16379 members 
Mstep: Class 3 contains 26611 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 121377 members 
Mstep: Class 6 contains 30275 members 
Mstep: Class 7 contains 38758 members 
Mstep: Class 8 contains 19977 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 56241 members 
Mstep: Class 11 contains 876464 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 14 contains 44491 members 
Mstep: Class 15 contains 17759 members 
Mstep: Class 16 contains 7838 members 
Mstep: Class 17 contains 177455 members 
Mstep: Class 18 contains 164645 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 3728 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 28980 members 
Mstep: Class 23 contains 10702 members 
Mstep: Class 24 contains 30311 members 
Mstep: Class 25 contains 4422 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33799 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15966 members 
Mstep: Class 30 contains 8556 members 
Mstep: Class 31 contains 4944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142741248.000000 Penalty: 110824.609375
Iteration 89Q: 32 clusters Score -1.427412e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 16409 members 
Mstep: Class 3 contains 26639 members 
Mstep: Class 4 contains 5201 members 
Mstep: Class 5 contains 122437 members 
Mstep: Class 6 contains 30426 members 
Mstep: Class 7 contains 39246 members 
Mstep: Class 8 contains 19593 members 
Mstep: Class 9 contains 4184 members 
Mstep: Class 10 contains 56340 members 
Mstep: Class 11 contains 877474 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 27947 members 
Mstep: Class 14 contains 44389 members 
Mstep: Class 15 contains 17884 members 
Mstep: Class 16 contains 7776 members 
Mstep: Class 17 contains 174779 members 
Mstep: Class 18 contains 164491 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 29078 members 
Mstep: Class 23 contains 10723 members 
Mstep: Class 24 contains 30331 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33859 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15922 members 
Mstep: Class 30 contains 8559 members 
Mstep: Class 31 contains 4949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142741648.000000 Penalty: 110824.609375
Iteration 90Q: 32 clusters Score -1.427416e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 16439 members 
Mstep: Class 3 contains 26652 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 123542 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 39634 members 
Mstep: Class 8 contains 19279 members 
Mstep: Class 9 contains 4247 members 
Mstep: Class 10 contains 56428 members 
Mstep: Class 11 contains 878468 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 28039 members 
Mstep: Class 14 contains 44335 members 
Mstep: Class 15 contains 18002 members 
Mstep: Class 16 contains 7725 members 
Mstep: Class 17 contains 172155 members 
Mstep: Class 18 contains 164317 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 2896 members 
Mstep: Class 22 contains 29167 members 
Mstep: Class 23 contains 10736 members 
Mstep: Class 24 contains 30336 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33888 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15862 members 
Mstep: Class 30 contains 8559 members 
Mstep: Class 31 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742144.000000 Penalty: 110824.609375
Iteration 91Q: 32 clusters Score -1.427421e+08 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 16455 members 
Mstep: Class 3 contains 26643 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 124679 members 
Mstep: Class 6 contains 30786 members 
Mstep: Class 7 contains 40011 members 
Mstep: Class 8 contains 19019 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 56509 members 
Mstep: Class 11 contains 879340 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 28129 members 
Mstep: Class 14 contains 44255 members 
Mstep: Class 15 contains 18117 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 169670 members 
Mstep: Class 18 contains 164132 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 3789 members 
Mstep: Class 21 contains 2883 members 
Mstep: Class 22 contains 29296 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 30302 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33930 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15804 members 
Mstep: Class 30 contains 8562 members 
Mstep: Class 31 contains 4961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742752.000000 Penalty: 110824.609375
Iteration 92Q: 32 clusters Score -1.427428e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 16470 members 
Mstep: Class 3 contains 26628 members 
Mstep: Class 4 contains 5317 members 
Mstep: Class 5 contains 125796 members 
Mstep: Class 6 contains 30936 members 
Mstep: Class 7 contains 40349 members 
Mstep: Class 8 contains 18796 members 
Mstep: Class 9 contains 4345 members 
Mstep: Class 10 contains 56551 members 
Mstep: Class 11 contains 880142 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 28223 members 
Mstep: Class 14 contains 44129 members 
Mstep: Class 15 contains 18214 members 
Mstep: Class 16 contains 7663 members 
Mstep: Class 17 contains 167393 members 
Mstep: Class 18 contains 163977 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 2876 members 
Mstep: Class 22 contains 29406 members 
Mstep: Class 23 contains 10765 members 
Mstep: Class 24 contains 30261 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33967 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15747 members 
Mstep: Class 30 contains 8563 members 
Mstep: Class 31 contains 4963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742832.000000 Penalty: 110824.609375
Iteration 93Q: 32 clusters Score -1.427428e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 16485 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 127017 members 
Mstep: Class 6 contains 31050 members 
Mstep: Class 7 contains 40626 members 
Mstep: Class 8 contains 18633 members 
Mstep: Class 9 contains 4391 members 
Mstep: Class 10 contains 56608 members 
Mstep: Class 11 contains 880793 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 28285 members 
Mstep: Class 14 contains 44013 members 
Mstep: Class 15 contains 18305 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 165240 members 
Mstep: Class 18 contains 163797 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 2868 members 
Mstep: Class 22 contains 29535 members 
Mstep: Class 23 contains 10791 members 
Mstep: Class 24 contains 30200 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33994 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15683 members 
Mstep: Class 30 contains 8565 members 
Mstep: Class 31 contains 4965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742976.000000 Penalty: 110824.609375
Iteration 94Q: 32 clusters Score -1.42743e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 16489 members 
Mstep: Class 3 contains 26618 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 128249 members 
Mstep: Class 6 contains 31175 members 
Mstep: Class 7 contains 40882 members 
Mstep: Class 8 contains 18503 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 56632 members 
Mstep: Class 11 contains 881435 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 43883 members 
Mstep: Class 15 contains 18415 members 
Mstep: Class 16 contains 7614 members 
Mstep: Class 17 contains 163233 members 
Mstep: Class 18 contains 163602 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 2857 members 
Mstep: Class 22 contains 29625 members 
Mstep: Class 23 contains 10801 members 
Mstep: Class 24 contains 30140 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34000 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15627 members 
Mstep: Class 30 contains 8566 members 
Mstep: Class 31 contains 4970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743024.000000 Penalty: 110824.609375
Iteration 95Q: 32 clusters Score -1.42743e+08 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 16490 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 5410 members 
Mstep: Class 5 contains 129417 members 
Mstep: Class 6 contains 31296 members 
Mstep: Class 7 contains 41127 members 
Mstep: Class 8 contains 18391 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 56657 members 
Mstep: Class 11 contains 882027 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 28336 members 
Mstep: Class 14 contains 43739 members 
Mstep: Class 15 contains 18523 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 161341 members 
Mstep: Class 18 contains 163443 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 2848 members 
Mstep: Class 22 contains 29698 members 
Mstep: Class 23 contains 10812 members 
Mstep: Class 24 contains 30050 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34032 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15565 members 
Mstep: Class 30 contains 8567 members 
Mstep: Class 31 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743424.000000 Penalty: 110824.609375
Iteration 96Q: 32 clusters Score -1.427434e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 16498 members 
Mstep: Class 3 contains 26601 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 130541 members 
Mstep: Class 6 contains 31438 members 
Mstep: Class 7 contains 41319 members 
Mstep: Class 8 contains 18280 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 56669 members 
Mstep: Class 11 contains 882532 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 43630 members 
Mstep: Class 15 contains 18643 members 
Mstep: Class 16 contains 7577 members 
Mstep: Class 17 contains 159583 members 
Mstep: Class 18 contains 163284 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 29785 members 
Mstep: Class 23 contains 10826 members 
Mstep: Class 24 contains 29966 members 
Mstep: Class 25 contains 4426 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34051 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15508 members 
Mstep: Class 30 contains 8567 members 
Mstep: Class 31 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743264.000000 Penalty: 110824.609375
Iteration 97Q: 32 clusters Score -1.427433e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 16495 members 
Mstep: Class 3 contains 26574 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 5 contains 131674 members 
Mstep: Class 6 contains 31551 members 
Mstep: Class 7 contains 41487 members 
Mstep: Class 8 contains 18170 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 56669 members 
Mstep: Class 11 contains 883046 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 13 contains 28348 members 
Mstep: Class 14 contains 43505 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 157963 members 
Mstep: Class 18 contains 163135 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 3888 members 
Mstep: Class 21 contains 2824 members 
Mstep: Class 22 contains 29856 members 
Mstep: Class 23 contains 10837 members 
Mstep: Class 24 contains 29862 members 
Mstep: Class 25 contains 4427 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34055 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15445 members 
Mstep: Class 30 contains 8567 members 
Mstep: Class 31 contains 4992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743568.000000 Penalty: 110824.609375
Iteration 98Q: 32 clusters Score -1.427436e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 16488 members 
Mstep: Class 3 contains 26537 members 
Mstep: Class 4 contains 5476 members 
Mstep: Class 5 contains 132820 members 
Mstep: Class 6 contains 31650 members 
Mstep: Class 7 contains 41643 members 
Mstep: Class 8 contains 18065 members 
Mstep: Class 9 contains 4544 members 
Mstep: Class 10 contains 56661 members 
Mstep: Class 11 contains 883504 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 14 contains 43414 members 
Mstep: Class 15 contains 18937 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 156473 members 
Mstep: Class 18 contains 162984 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 3896 members 
Mstep: Class 21 contains 2812 members 
Mstep: Class 22 contains 29919 members 
Mstep: Class 23 contains 10850 members 
Mstep: Class 24 contains 29717 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34047 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15381 members 
Mstep: Class 30 contains 8569 members 
Mstep: Class 31 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743776.000000 Penalty: 110824.609375
Iteration 99Q: 32 clusters Score -1.427438e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 16488 members 
Mstep: Class 3 contains 26502 members 
Mstep: Class 4 contains 5487 members 
Mstep: Class 5 contains 133972 members 
Mstep: Class 6 contains 31757 members 
Mstep: Class 7 contains 41754 members 
Mstep: Class 8 contains 17976 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 56646 members 
Mstep: Class 11 contains 883875 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 43323 members 
Mstep: Class 15 contains 19070 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 155134 members 
Mstep: Class 18 contains 162823 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 2801 members 
Mstep: Class 22 contains 29986 members 
Mstep: Class 23 contains 10864 members 
Mstep: Class 24 contains 29523 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34050 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15326 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743600.000000 Penalty: 110824.609375
Iteration 100F: 32 clusters Score -1.427436e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 16473 members 
Mstep: Class 3 contains 26453 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 135125 members 
Mstep: Class 6 contains 31852 members 
Mstep: Class 7 contains 41840 members 
Mstep: Class 8 contains 17916 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 56627 members 
Mstep: Class 11 contains 884233 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 28274 members 
Mstep: Class 14 contains 43231 members 
Mstep: Class 15 contains 19194 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 153864 members 
Mstep: Class 18 contains 162696 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 3911 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 30048 members 
Mstep: Class 23 contains 10873 members 
Mstep: Class 24 contains 29313 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34023 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15267 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743664.000000 Penalty: 110824.609375
Iteration 101Q: 32 clusters Score -1.427437e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 16463 members 
Mstep: Class 3 contains 26418 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 136313 members 
Mstep: Class 6 contains 31937 members 
Mstep: Class 7 contains 41930 members 
Mstep: Class 8 contains 17837 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 56612 members 
Mstep: Class 11 contains 884551 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 28271 members 
Mstep: Class 14 contains 43130 members 
Mstep: Class 15 contains 19321 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 152615 members 
Mstep: Class 18 contains 162559 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 3922 members 
Mstep: Class 21 contains 2783 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 10879 members 
Mstep: Class 24 contains 29080 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 34006 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15203 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743984.000000 Penalty: 110824.609375
Iteration 102Q: 32 clusters Score -1.42744e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 16457 members 
Mstep: Class 3 contains 26390 members 
Mstep: Class 4 contains 5572 members 
Mstep: Class 5 contains 137438 members 
Mstep: Class 6 contains 32027 members 
Mstep: Class 7 contains 41982 members 
Mstep: Class 8 contains 17745 members 
Mstep: Class 9 contains 4678 members 
Mstep: Class 10 contains 56595 members 
Mstep: Class 11 contains 884907 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 28272 members 
Mstep: Class 14 contains 43044 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 151359 members 
Mstep: Class 18 contains 162439 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 2780 members 
Mstep: Class 22 contains 30187 members 
Mstep: Class 23 contains 10893 members 
Mstep: Class 24 contains 28835 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33979 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15142 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744384.000000 Penalty: 110824.609375
Iteration 103Q: 32 clusters Score -1.427444e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 16448 members 
Mstep: Class 3 contains 26357 members 
Mstep: Class 4 contains 5607 members 
Mstep: Class 5 contains 138565 members 
Mstep: Class 6 contains 32109 members 
Mstep: Class 7 contains 42025 members 
Mstep: Class 8 contains 17672 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 56556 members 
Mstep: Class 11 contains 885255 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 28272 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 17 contains 150152 members 
Mstep: Class 18 contains 162320 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 3943 members 
Mstep: Class 21 contains 2774 members 
Mstep: Class 22 contains 30253 members 
Mstep: Class 23 contains 10915 members 
Mstep: Class 24 contains 28577 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33956 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15087 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744416.000000 Penalty: 110824.609375
Iteration 104Q: 32 clusters Score -1.427444e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 16423 members 
Mstep: Class 3 contains 26309 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 139672 members 
Mstep: Class 6 contains 32192 members 
Mstep: Class 7 contains 42089 members 
Mstep: Class 8 contains 17612 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 56507 members 
Mstep: Class 11 contains 885603 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 42913 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 149057 members 
Mstep: Class 18 contains 162191 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 3950 members 
Mstep: Class 21 contains 2765 members 
Mstep: Class 22 contains 30289 members 
Mstep: Class 23 contains 10932 members 
Mstep: Class 24 contains 28294 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33920 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 15034 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142744544.000000 Penalty: 110824.609375
Iteration 105Q: 32 clusters Score -1.427445e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 16400 members 
Mstep: Class 3 contains 26265 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 140773 members 
Mstep: Class 6 contains 32272 members 
Mstep: Class 7 contains 42148 members 
Mstep: Class 8 contains 17548 members 
Mstep: Class 9 contains 4749 members 
Mstep: Class 10 contains 56482 members 
Mstep: Class 11 contains 885912 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 28237 members 
Mstep: Class 14 contains 42853 members 
Mstep: Class 15 contains 19920 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 147986 members 
Mstep: Class 18 contains 162079 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 3952 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 30331 members 
Mstep: Class 23 contains 10951 members 
Mstep: Class 24 contains 27991 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33885 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14975 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745424.000000 Penalty: 110824.609375
Iteration 106Q: 32 clusters Score -1.427454e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 16373 members 
Mstep: Class 3 contains 26217 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 141944 members 
Mstep: Class 6 contains 32339 members 
Mstep: Class 7 contains 42173 members 
Mstep: Class 8 contains 17486 members 
Mstep: Class 9 contains 4789 members 
Mstep: Class 10 contains 56451 members 
Mstep: Class 11 contains 886202 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 42802 members 
Mstep: Class 15 contains 20094 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 146975 members 
Mstep: Class 18 contains 161973 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 2756 members 
Mstep: Class 22 contains 30374 members 
Mstep: Class 23 contains 10961 members 
Mstep: Class 24 contains 27615 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33841 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14926 members 
Mstep: Class 30 contains 8572 members 
Mstep: Class 31 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745152.000000 Penalty: 110824.609375
Iteration 107Q: 32 clusters Score -1.427452e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 16345 members 
Mstep: Class 3 contains 26163 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 143114 members 
Mstep: Class 6 contains 32387 members 
Mstep: Class 7 contains 42190 members 
Mstep: Class 8 contains 17418 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 56435 members 
Mstep: Class 11 contains 886467 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 28161 members 
Mstep: Class 14 contains 42744 members 
Mstep: Class 15 contains 20277 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 146033 members 
Mstep: Class 18 contains 161885 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 3967 members 
Mstep: Class 21 contains 2748 members 
Mstep: Class 22 contains 30399 members 
Mstep: Class 23 contains 10979 members 
Mstep: Class 24 contains 27212 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33797 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14873 members 
Mstep: Class 30 contains 8573 members 
Mstep: Class 31 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745136.000000 Penalty: 110824.609375
Iteration 108Q: 32 clusters Score -1.427451e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 16307 members 
Mstep: Class 3 contains 26121 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 144300 members 
Mstep: Class 6 contains 32415 members 
Mstep: Class 7 contains 42187 members 
Mstep: Class 8 contains 17341 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 56398 members 
Mstep: Class 11 contains 886694 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 28134 members 
Mstep: Class 14 contains 42668 members 
Mstep: Class 15 contains 20501 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 145176 members 
Mstep: Class 18 contains 161797 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 3975 members 
Mstep: Class 21 contains 2744 members 
Mstep: Class 22 contains 30443 members 
Mstep: Class 23 contains 10993 members 
Mstep: Class 24 contains 26771 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33744 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14816 members 
Mstep: Class 30 contains 8573 members 
Mstep: Class 31 contains 5031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745520.000000 Penalty: 110824.609375
Iteration 109Q: 32 clusters Score -1.427455e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 16272 members 
Mstep: Class 3 contains 26078 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 145538 members 
Mstep: Class 6 contains 32420 members 
Mstep: Class 7 contains 42186 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 56359 members 
Mstep: Class 11 contains 886862 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 42587 members 
Mstep: Class 15 contains 20724 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 144392 members 
Mstep: Class 18 contains 161724 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 2741 members 
Mstep: Class 22 contains 30475 members 
Mstep: Class 23 contains 11000 members 
Mstep: Class 24 contains 26302 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33683 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14770 members 
Mstep: Class 30 contains 8572 members 
Mstep: Class 31 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142745536.000000 Penalty: 110824.609375
Iteration 110Q: 32 clusters Score -1.427455e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 26030 members 
Mstep: Class 4 contains 5787 members 
Mstep: Class 5 contains 146743 members 
Mstep: Class 6 contains 32415 members 
Mstep: Class 7 contains 42170 members 
Mstep: Class 8 contains 17216 members 
Mstep: Class 9 contains 4966 members 
Mstep: Class 10 contains 56319 members 
Mstep: Class 11 contains 887041 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 28040 members 
Mstep: Class 14 contains 42530 members 
Mstep: Class 15 contains 20945 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 143672 members 
Mstep: Class 18 contains 161646 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 2736 members 
Mstep: Class 22 contains 30498 members 
Mstep: Class 23 contains 11008 members 
Mstep: Class 24 contains 25821 members 
Mstep: Class 25 contains 4429 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33630 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14708 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746256.000000 Penalty: 110824.609375
Iteration 111Q: 32 clusters Score -1.427463e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 16209 members 
Mstep: Class 3 contains 25988 members 
Mstep: Class 4 contains 5807 members 
Mstep: Class 5 contains 147932 members 
Mstep: Class 6 contains 32410 members 
Mstep: Class 7 contains 42143 members 
Mstep: Class 8 contains 17162 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 56275 members 
Mstep: Class 11 contains 887176 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 27996 members 
Mstep: Class 14 contains 42464 members 
Mstep: Class 15 contains 21181 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 142995 members 
Mstep: Class 18 contains 161582 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 3999 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 30529 members 
Mstep: Class 23 contains 11014 members 
Mstep: Class 24 contains 25350 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33570 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14630 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746608.000000 Penalty: 110824.609375
Iteration 112Q: 32 clusters Score -1.427466e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 16184 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 149197 members 
Mstep: Class 6 contains 32391 members 
Mstep: Class 7 contains 42121 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 56217 members 
Mstep: Class 11 contains 887305 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 27944 members 
Mstep: Class 14 contains 42387 members 
Mstep: Class 15 contains 21373 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 142327 members 
Mstep: Class 18 contains 161512 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 2734 members 
Mstep: Class 22 contains 30562 members 
Mstep: Class 23 contains 11025 members 
Mstep: Class 24 contains 24858 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33522 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14572 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746432.000000 Penalty: 110824.609375
Iteration 113Q: 32 clusters Score -1.427464e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 16151 members 
Mstep: Class 3 contains 25866 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 150486 members 
Mstep: Class 6 contains 32362 members 
Mstep: Class 7 contains 42098 members 
Mstep: Class 8 contains 17073 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 56166 members 
Mstep: Class 11 contains 887375 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 27901 members 
Mstep: Class 14 contains 42330 members 
Mstep: Class 15 contains 21562 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 141689 members 
Mstep: Class 18 contains 161432 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 30588 members 
Mstep: Class 23 contains 11032 members 
Mstep: Class 24 contains 24389 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33476 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14502 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746656.000000 Penalty: 110824.609375
Iteration 114Q: 32 clusters Score -1.427467e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 16117 members 
Mstep: Class 3 contains 25807 members 
Mstep: Class 4 contains 5839 members 
Mstep: Class 5 contains 151735 members 
Mstep: Class 6 contains 32341 members 
Mstep: Class 7 contains 42070 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 9 contains 5166 members 
Mstep: Class 10 contains 56116 members 
Mstep: Class 11 contains 887449 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 27836 members 
Mstep: Class 14 contains 42270 members 
Mstep: Class 15 contains 21758 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 141108 members 
Mstep: Class 18 contains 161344 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 30620 members 
Mstep: Class 23 contains 11030 members 
Mstep: Class 24 contains 23928 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33428 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14415 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746528.000000 Penalty: 110824.609375
Iteration 115Q: 32 clusters Score -1.427465e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 16082 members 
Mstep: Class 3 contains 25757 members 
Mstep: Class 4 contains 5851 members 
Mstep: Class 5 contains 152973 members 
Mstep: Class 6 contains 32300 members 
Mstep: Class 7 contains 42047 members 
Mstep: Class 8 contains 17012 members 
Mstep: Class 9 contains 5198 members 
Mstep: Class 10 contains 56064 members 
Mstep: Class 11 contains 887468 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 27768 members 
Mstep: Class 14 contains 42211 members 
Mstep: Class 15 contains 21946 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 140572 members 
Mstep: Class 18 contains 161276 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4029 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 30655 members 
Mstep: Class 23 contains 11023 members 
Mstep: Class 24 contains 23488 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33376 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14341 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142746944.000000 Penalty: 110824.609375
Iteration 116Q: 32 clusters Score -1.427469e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 16042 members 
Mstep: Class 3 contains 25709 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 154153 members 
Mstep: Class 6 contains 32249 members 
Mstep: Class 7 contains 42029 members 
Mstep: Class 8 contains 16981 members 
Mstep: Class 9 contains 5230 members 
Mstep: Class 10 contains 56038 members 
Mstep: Class 11 contains 887458 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 27695 members 
Mstep: Class 14 contains 42142 members 
Mstep: Class 15 contains 22129 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 140049 members 
Mstep: Class 18 contains 161222 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4031 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 30682 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 23094 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33319 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14288 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142747264.000000 Penalty: 110824.609375
Iteration 117Q: 32 clusters Score -1.427473e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 16023 members 
Mstep: Class 3 contains 25641 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 155366 members 
Mstep: Class 6 contains 32206 members 
Mstep: Class 7 contains 42005 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 56008 members 
Mstep: Class 11 contains 887490 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 27618 members 
Mstep: Class 14 contains 42083 members 
Mstep: Class 15 contains 22276 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 139549 members 
Mstep: Class 18 contains 161158 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4035 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 30694 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 22680 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33271 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14229 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142747440.000000 Penalty: 110824.609375
Iteration 118Q: 32 clusters Score -1.427474e+08 nChanged 2365
Entering ConstructFrom: 
Score: -142747440.000000 Penalty: 110824.609375
Entering ConstructFrom: 
Trying to split cluster 1 (31293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Entering Unmasked Estep 
Score: -2497845.250000 Penalty: 2567.085205
	Iteration 0F: 2 clusters Score -2497845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2476331.750000 Penalty: 5134.170410
	Iteration 0F: 3 clusters Score -2476332 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2483914.250000 Penalty: 5134.170410
	Iteration 1F: 3 clusters Score -2483914 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2484315.000000 Penalty: 5134.170410
	Iteration 2Q: 3 clusters Score -2484315 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2484655.250000 Penalty: 5134.170410
	Iteration 3Q: 3 clusters Score -2484655 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2484973.750000 Penalty: 5134.170410
	Iteration 4Q: 3 clusters Score -2484974 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2485296.500000 Penalty: 5134.170410
	Iteration 5Q: 3 clusters Score -2485296 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2485661.000000 Penalty: 5134.170410
	Iteration 6Q: 3 clusters Score -2485661 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2486140.000000 Penalty: 5134.170410
	Iteration 7Q: 3 clusters Score -2486140 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2486818.250000 Penalty: 5134.170410
	Iteration 8Q: 3 clusters Score -2486818 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2487684.250000 Penalty: 5134.170410
	Iteration 9Q: 3 clusters Score -2487684 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2488840.500000 Penalty: 5134.170410
	Iteration 10F: 3 clusters Score -2488840 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2490060.250000 Penalty: 5134.170410
	Iteration 11F: 3 clusters Score -2490060 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2491129.250000 Penalty: 5134.170410
	Iteration 12F: 3 clusters Score -2491129 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2491975.000000 Penalty: 5134.170410
	Iteration 13Q: 3 clusters Score -2491975 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2492632.500000 Penalty: 5134.170410
	Iteration 14Q: 3 clusters Score -2492632 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2493099.750000 Penalty: 5134.170410
	Iteration 15Q: 3 clusters Score -2493100 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2493397.000000 Penalty: 5134.170410
	Iteration 16Q: 3 clusters Score -2493397 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2493601.750000 Penalty: 5134.170410
	Iteration 17Q: 3 clusters Score -2493602 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2493743.000000 Penalty: 5134.170410
	Iteration 18Q: 3 clusters Score -2493743 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2493856.500000 Penalty: 5134.170410
	Iteration 19Q: 3 clusters Score -2493856 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2493944.000000 Penalty: 5134.170410
	Iteration 20F: 3 clusters Score -2493944 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2494006.500000 Penalty: 5134.170410
	Iteration 21Q: 3 clusters Score -2494006 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2494037.250000 Penalty: 5134.170410
	Iteration 22Q: 3 clusters Score -2494037 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2494060.250000 Penalty: 5134.170410
	Iteration 23Q: 3 clusters Score -2494060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2494091.000000 Penalty: 5134.170410
	Iteration 24Q: 3 clusters Score -2494091 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2494116.000000 Penalty: 5134.170410
	Iteration 25Q: 3 clusters Score -2494116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2494128.750000 Penalty: 5134.170410
	Iteration 26Q: 3 clusters Score -2494129 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2494146.000000 Penalty: 5134.170410
	Iteration 27Q: 3 clusters Score -2494146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2494157.750000 Penalty: 5134.170410
	Iteration 28Q: 3 clusters Score -2494158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2494165.750000 Penalty: 5134.170410
	Iteration 29Q: 3 clusters Score -2494166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2494180.250000 Penalty: 5134.170410
	Iteration 30Q: 3 clusters Score -2494180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2494182.000000 Penalty: 5134.170410
	Iteration 31Q: 3 clusters Score -2494182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2494183.500000 Penalty: 5134.170410
	Iteration 32Q: 3 clusters Score -2494184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2494181.750000 Penalty: 5134.170410
	Iteration 33Q: 3 clusters Score -2494182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2494196.750000 Penalty: 5134.170410
	Iteration 34Q: 3 clusters Score -2494197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2494203.750000 Penalty: 5134.170410
	Iteration 35Q: 3 clusters Score -2494204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2494201.250000 Penalty: 5134.170410
	Iteration 36Q: 3 clusters Score -2494201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2494204.500000 Penalty: 5134.170410
	Iteration 37Q: 3 clusters Score -2494204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2494204.000000 Penalty: 5134.170410
	Iteration 38Q: 3 clusters Score -2494204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2494205.750000 Penalty: 5134.170410
	Iteration 39Q: 3 clusters Score -2494206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2494210.250000 Penalty: 5134.170410
	Iteration 40F: 3 clusters Score -2494210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2494211.000000 Penalty: 5134.170410
	Iteration 41Q: 3 clusters Score -2494211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2494213.500000 Penalty: 5134.170410
	Iteration 42Q: 3 clusters Score -2494214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2494218.500000 Penalty: 5134.170410
	Iteration 43Q: 3 clusters Score -2494218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2494213.250000 Penalty: 5134.170410
	Iteration 44Q: 3 clusters Score -2494213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2494215.000000 Penalty: 5134.170410
	Iteration 45Q: 3 clusters Score -2494215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2494214.500000 Penalty: 5134.170410
	Iteration 46Q: 3 clusters Score -2494214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2494209.250000 Penalty: 5134.170410
	Iteration 47Q: 3 clusters Score -2494209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2494213.250000 Penalty: 5134.170410
	Iteration 48Q: 3 clusters Score -2494213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2494213.750000 Penalty: 5134.170410
	Iteration 49Q: 3 clusters Score -2494214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2494215.250000 Penalty: 5134.170410
	Iteration 50Q: 3 clusters Score -2494215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2494216.250000 Penalty: 5134.170410
	Iteration 51Q: 3 clusters Score -2494216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2494215.250000 Penalty: 5134.170410
	Iteration 52Q: 3 clusters Score -2494215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2494213.500000 Penalty: 5134.170410
	Iteration 53Q: 3 clusters Score -2494214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2494211.500000 Penalty: 5134.170410
	Iteration 54Q: 3 clusters Score -2494212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2494218.000000 Penalty: 5134.170410
	Iteration 55Q: 3 clusters Score -2494218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2494211.000000 Penalty: 5134.170410
	Iteration 56Q: 3 clusters Score -2494211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2494212.500000 Penalty: 5134.170410
	Iteration 57Q: 3 clusters Score -2494212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2494214.750000 Penalty: 5134.170410
	Iteration 58Q: 3 clusters Score -2494215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2494215.500000 Penalty: 5134.170410
	Iteration 59Q: 3 clusters Score -2494216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2494217.000000 Penalty: 5134.170410
	Iteration 60F: 3 clusters Score -2494217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2494212.750000 Penalty: 5134.170410
	Iteration 61Q: 3 clusters Score -2494213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2494214.000000 Penalty: 5134.170410
	Iteration 62Q: 3 clusters Score -2494214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2494216.250000 Penalty: 5134.170410
	Iteration 63Q: 3 clusters Score -2494216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2494218.000000 Penalty: 5134.170410
	Iteration 64Q: 3 clusters Score -2494218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2494214.500000 Penalty: 5134.170410
	Iteration 65Q: 3 clusters Score -2494214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2494215.250000 Penalty: 5134.170410
	Iteration 66Q: 3 clusters Score -2494215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2494211.250000 Penalty: 5134.170410
	Iteration 67Q: 3 clusters Score -2494211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2494212.250000 Penalty: 5134.170410
	Iteration 68Q: 3 clusters Score -2494212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2494212.500000 Penalty: 5134.170410
	Iteration 69Q: 3 clusters Score -2494212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2494214.250000 Penalty: 5134.170410
	Iteration 70Q: 3 clusters Score -2494214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2494213.250000 Penalty: 5134.170410
	Iteration 71Q: 3 clusters Score -2494213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2494211.500000 Penalty: 5134.170410
	Iteration 72Q: 3 clusters Score -2494212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2494210.500000 Penalty: 5134.170410
	Iteration 73Q: 3 clusters Score -2494210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2494210.500000 Penalty: 5134.170410
	Iteration 74F: 3 clusters Score -2494210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Entering Unmasked Estep 
Score: -1230274.500000 Penalty: 2400.647949
	Iteration 0F: 2 clusters Score -1230274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1218791.500000 Penalty: 4801.295898
	Iteration 0F: 3 clusters Score -1218792 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1222522.000000 Penalty: 4801.295898
	Iteration 1F: 3 clusters Score -1222522 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1223195.750000 Penalty: 4801.295898
	Iteration 2F: 3 clusters Score -1223196 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1223838.125000 Penalty: 4801.295898
	Iteration 3F: 3 clusters Score -1223838 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1224372.750000 Penalty: 4801.295898
	Iteration 4F: 3 clusters Score -1224373 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1224862.000000 Penalty: 4801.295898
	Iteration 5F: 3 clusters Score -1224862 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1225346.250000 Penalty: 4801.295898
	Iteration 6F: 3 clusters Score -1225346 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1225828.500000 Penalty: 4801.295898
	Iteration 7F: 3 clusters Score -1225828 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1226339.125000 Penalty: 4801.295898
	Iteration 8F: 3 clusters Score -1226339 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1226852.750000 Penalty: 4801.295898
	Iteration 9Q: 3 clusters Score -1226853 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1227374.875000 Penalty: 4801.295898
	Iteration 10Q: 3 clusters Score -1227375 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1227949.125000 Penalty: 4801.295898
	Iteration 11Q: 3 clusters Score -1227949 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1228577.125000 Penalty: 4801.295898
	Iteration 12Q: 3 clusters Score -1228577 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1228974.250000 Penalty: 4801.295898
	Iteration 13Q: 3 clusters Score -1228974 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1229118.125000 Penalty: 4801.295898
	Iteration 14Q: 3 clusters Score -1229118 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1229190.250000 Penalty: 4801.295898
	Iteration 15Q: 3 clusters Score -1229190 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1229230.625000 Penalty: 4801.295898
	Iteration 16Q: 3 clusters Score -1229231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1229248.125000 Penalty: 4801.295898
	Iteration 17Q: 3 clusters Score -1229248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1229266.625000 Penalty: 4801.295898
	Iteration 18Q: 3 clusters Score -1229267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1229285.500000 Penalty: 4801.295898
	Iteration 19Q: 3 clusters Score -1229286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1229303.125000 Penalty: 4801.295898
	Iteration 20F: 3 clusters Score -1229303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1229316.250000 Penalty: 4801.295898
	Iteration 21Q: 3 clusters Score -1229316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1229322.625000 Penalty: 4801.295898
	Iteration 22Q: 3 clusters Score -1229323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1229323.750000 Penalty: 4801.295898
	Iteration 23Q: 3 clusters Score -1229324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1229328.125000 Penalty: 4801.295898
	Iteration 24Q: 3 clusters Score -1229328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1229329.250000 Penalty: 4801.295898
	Iteration 25Q: 3 clusters Score -1229329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1229329.250000 Penalty: 4801.295898
	Iteration 26Q: 3 clusters Score -1229329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1229328.500000 Penalty: 4801.295898
	Iteration 27Q: 3 clusters Score -1229328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1229330.125000 Penalty: 4801.295898
	Iteration 28Q: 3 clusters Score -1229330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1229332.000000 Penalty: 4801.295898
	Iteration 29Q: 3 clusters Score -1229332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1229331.750000 Penalty: 4801.295898
	Iteration 30Q: 3 clusters Score -1229332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1229338.000000 Penalty: 4801.295898
	Iteration 31Q: 3 clusters Score -1229338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1229340.500000 Penalty: 4801.295898
	Iteration 32Q: 3 clusters Score -1229340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1229341.750000 Penalty: 4801.295898
	Iteration 33Q: 3 clusters Score -1229342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1229339.625000 Penalty: 4801.295898
	Iteration 34Q: 3 clusters Score -1229340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1229341.750000 Penalty: 4801.295898
	Iteration 35Q: 3 clusters Score -1229342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1229342.500000 Penalty: 4801.295898
	Iteration 36Q: 3 clusters Score -1229342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1229341.625000 Penalty: 4801.295898
	Iteration 37Q: 3 clusters Score -1229342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1229345.000000 Penalty: 4801.295898
	Iteration 38Q: 3 clusters Score -1229345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1229346.375000 Penalty: 4801.295898
	Iteration 39Q: 3 clusters Score -1229346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1229346.125000 Penalty: 4801.295898
	Iteration 40F: 3 clusters Score -1229346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1229343.125000 Penalty: 4801.295898
	Iteration 41Q: 3 clusters Score -1229343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1229345.750000 Penalty: 4801.295898
	Iteration 42Q: 3 clusters Score -1229346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1229345.750000 Penalty: 4801.295898
	Iteration 43F: 3 clusters Score -1229346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Entering Unmasked Estep 
Score: -2118434.000000 Penalty: 2517.169922
	Iteration 0F: 2 clusters Score -2118434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2100675.500000 Penalty: 5034.339844
	Iteration 0F: 3 clusters Score -2100676 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2106894.000000 Penalty: 5034.339844
	Iteration 1F: 3 clusters Score -2106894 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2107271.500000 Penalty: 5034.339844
	Iteration 2Q: 3 clusters Score -2107272 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2107576.000000 Penalty: 5034.339844
	Iteration 3Q: 3 clusters Score -2107576 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2107841.250000 Penalty: 5034.339844
	Iteration 4Q: 3 clusters Score -2107841 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2108084.750000 Penalty: 5034.339844
	Iteration 5Q: 3 clusters Score -2108085 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2108333.250000 Penalty: 5034.339844
	Iteration 6Q: 3 clusters Score -2108333 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2108613.500000 Penalty: 5034.339844
	Iteration 7Q: 3 clusters Score -2108614 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2108939.500000 Penalty: 5034.339844
	Iteration 8Q: 3 clusters Score -2108940 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2109354.000000 Penalty: 5034.339844
	Iteration 9Q: 3 clusters Score -2109354 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2109954.750000 Penalty: 5034.339844
	Iteration 10Q: 3 clusters Score -2109955 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2110834.000000 Penalty: 5034.339844
	Iteration 11F: 3 clusters Score -2110834 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2111827.250000 Penalty: 5034.339844
	Iteration 12F: 3 clusters Score -2111827 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2112830.250000 Penalty: 5034.339844
	Iteration 13F: 3 clusters Score -2112830 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2113575.750000 Penalty: 5034.339844
	Iteration 14Q: 3 clusters Score -2113576 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2113997.750000 Penalty: 5034.339844
	Iteration 15Q: 3 clusters Score -2113998 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2114239.750000 Penalty: 5034.339844
	Iteration 16Q: 3 clusters Score -2114240 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2114415.000000 Penalty: 5034.339844
	Iteration 17Q: 3 clusters Score -2114415 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2114535.500000 Penalty: 5034.339844
	Iteration 18Q: 3 clusters Score -2114536 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2114641.750000 Penalty: 5034.339844
	Iteration 19Q: 3 clusters Score -2114642 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2114728.500000 Penalty: 5034.339844
	Iteration 20F: 3 clusters Score -2114728 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2114789.750000 Penalty: 5034.339844
	Iteration 21Q: 3 clusters Score -2114790 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2114849.500000 Penalty: 5034.339844
	Iteration 22Q: 3 clusters Score -2114850 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2114906.000000 Penalty: 5034.339844
	Iteration 23Q: 3 clusters Score -2114906 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2114967.750000 Penalty: 5034.339844
	Iteration 24Q: 3 clusters Score -2114968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2115000.750000 Penalty: 5034.339844
	Iteration 25Q: 3 clusters Score -2115001 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2115044.000000 Penalty: 5034.339844
	Iteration 26Q: 3 clusters Score -2115044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2115079.250000 Penalty: 5034.339844
	Iteration 27Q: 3 clusters Score -2115079 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2115111.000000 Penalty: 5034.339844
	Iteration 28Q: 3 clusters Score -2115111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2115160.750000 Penalty: 5034.339844
	Iteration 29Q: 3 clusters Score -2115161 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2115202.500000 Penalty: 5034.339844
	Iteration 30Q: 3 clusters Score -2115202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2115230.250000 Penalty: 5034.339844
	Iteration 31Q: 3 clusters Score -2115230 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2115264.750000 Penalty: 5034.339844
	Iteration 32Q: 3 clusters Score -2115265 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2115294.250000 Penalty: 5034.339844
	Iteration 33Q: 3 clusters Score -2115294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2115330.250000 Penalty: 5034.339844
	Iteration 34Q: 3 clusters Score -2115330 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2115381.750000 Penalty: 5034.339844
	Iteration 35Q: 3 clusters Score -2115382 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2115438.500000 Penalty: 5034.339844
	Iteration 36Q: 3 clusters Score -2115438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2115489.000000 Penalty: 5034.339844
	Iteration 37Q: 3 clusters Score -2115489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2115524.500000 Penalty: 5034.339844
	Iteration 38Q: 3 clusters Score -2115524 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2115566.000000 Penalty: 5034.339844
	Iteration 39Q: 3 clusters Score -2115566 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2115590.750000 Penalty: 5034.339844
	Iteration 40F: 3 clusters Score -2115591 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2115626.500000 Penalty: 5034.339844
	Iteration 41Q: 3 clusters Score -2115626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2115657.500000 Penalty: 5034.339844
	Iteration 42Q: 3 clusters Score -2115658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2115714.750000 Penalty: 5034.339844
	Iteration 43Q: 3 clusters Score -2115715 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -2115751.500000 Penalty: 5034.339844
	Iteration 44Q: 3 clusters Score -2115752 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2115785.750000 Penalty: 5034.339844
	Iteration 45Q: 3 clusters Score -2115786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2115827.000000 Penalty: 5034.339844
	Iteration 46Q: 3 clusters Score -2115827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2115873.750000 Penalty: 5034.339844
	Iteration 47Q: 3 clusters Score -2115874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2115900.000000 Penalty: 5034.339844
	Iteration 48Q: 3 clusters Score -2115900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2115922.750000 Penalty: 5034.339844
	Iteration 49Q: 3 clusters Score -2115923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2115949.250000 Penalty: 5034.339844
	Iteration 50Q: 3 clusters Score -2115949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2115975.250000 Penalty: 5034.339844
	Iteration 51Q: 3 clusters Score -2115975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2115992.250000 Penalty: 5034.339844
	Iteration 52Q: 3 clusters Score -2115992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2116011.000000 Penalty: 5034.339844
	Iteration 53Q: 3 clusters Score -2116011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2116019.500000 Penalty: 5034.339844
	Iteration 54Q: 3 clusters Score -2116020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2116037.250000 Penalty: 5034.339844
	Iteration 55Q: 3 clusters Score -2116037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2116055.750000 Penalty: 5034.339844
	Iteration 56Q: 3 clusters Score -2116056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2116069.750000 Penalty: 5034.339844
	Iteration 57Q: 3 clusters Score -2116070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2116088.000000 Penalty: 5034.339844
	Iteration 58Q: 3 clusters Score -2116088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2116099.500000 Penalty: 5034.339844
	Iteration 59Q: 3 clusters Score -2116100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -2116114.500000 Penalty: 5034.339844
	Iteration 60F: 3 clusters Score -2116114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2116125.250000 Penalty: 5034.339844
	Iteration 61Q: 3 clusters Score -2116125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2116143.750000 Penalty: 5034.339844
	Iteration 62Q: 3 clusters Score -2116144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2116163.250000 Penalty: 5034.339844
	Iteration 63Q: 3 clusters Score -2116163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -2116180.250000 Penalty: 5034.339844
	Iteration 64Q: 3 clusters Score -2116180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2116194.750000 Penalty: 5034.339844
	Iteration 65Q: 3 clusters Score -2116195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2116201.500000 Penalty: 5034.339844
	Iteration 66Q: 3 clusters Score -2116202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2116216.250000 Penalty: 5034.339844
	Iteration 67Q: 3 clusters Score -2116216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2116229.250000 Penalty: 5034.339844
	Iteration 68Q: 3 clusters Score -2116229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2116236.500000 Penalty: 5034.339844
	Iteration 69Q: 3 clusters Score -2116236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2116243.500000 Penalty: 5034.339844
	Iteration 70Q: 3 clusters Score -2116244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2116252.250000 Penalty: 5034.339844
	Iteration 71Q: 3 clusters Score -2116252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2116254.500000 Penalty: 5034.339844
	Iteration 72Q: 3 clusters Score -2116254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2116260.250000 Penalty: 5034.339844
	Iteration 73Q: 3 clusters Score -2116260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2116272.000000 Penalty: 5034.339844
	Iteration 74Q: 3 clusters Score -2116272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2116276.750000 Penalty: 5034.339844
	Iteration 75Q: 3 clusters Score -2116277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2116283.250000 Penalty: 5034.339844
	Iteration 76Q: 3 clusters Score -2116283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2116286.250000 Penalty: 5034.339844
	Iteration 77Q: 3 clusters Score -2116286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2116288.250000 Penalty: 5034.339844
	Iteration 78Q: 3 clusters Score -2116288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2116291.250000 Penalty: 5034.339844
	Iteration 79Q: 3 clusters Score -2116291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2116294.750000 Penalty: 5034.339844
	Iteration 80F: 3 clusters Score -2116295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -2116297.750000 Penalty: 5034.339844
	Iteration 81Q: 3 clusters Score -2116298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2116303.750000 Penalty: 5034.339844
	Iteration 82Q: 3 clusters Score -2116304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2116303.750000 Penalty: 5034.339844
	Iteration 83Q: 3 clusters Score -2116304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2116307.500000 Penalty: 5034.339844
	Iteration 84Q: 3 clusters Score -2116308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2116309.000000 Penalty: 5034.339844
	Iteration 85Q: 3 clusters Score -2116309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2116310.000000 Penalty: 5034.339844
	Iteration 86Q: 3 clusters Score -2116310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2116317.250000 Penalty: 5034.339844
	Iteration 87Q: 3 clusters Score -2116317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2116319.250000 Penalty: 5034.339844
	Iteration 88Q: 3 clusters Score -2116319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2116317.750000 Penalty: 5034.339844
	Iteration 89Q: 3 clusters Score -2116318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2116318.500000 Penalty: 5034.339844
	Iteration 90Q: 3 clusters Score -2116318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2116318.500000 Penalty: 5034.339844
	Iteration 91F: 3 clusters Score -2116318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Entering Unmasked Estep 
Score: -448023.093750 Penalty: 2152.764404
	Iteration 0F: 2 clusters Score -448023.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -442923.687500 Penalty: 4305.528809
	Iteration 0F: 3 clusters Score -442923.7 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -444232.656250 Penalty: 4305.528809
	Iteration 1F: 3 clusters Score -444232.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -444713.500000 Penalty: 4305.528809
	Iteration 2F: 3 clusters Score -444713.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -445233.843750 Penalty: 4305.528809
	Iteration 3F: 3 clusters Score -445233.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -445729.437500 Penalty: 4305.528809
	Iteration 4F: 3 clusters Score -445729.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -446205.937500 Penalty: 4305.528809
	Iteration 5F: 3 clusters Score -446205.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -446613.312500 Penalty: 4305.528809
	Iteration 6F: 3 clusters Score -446613.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -446829.031250 Penalty: 4305.528809
	Iteration 7F: 3 clusters Score -446829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -446935.093750 Penalty: 4305.528809
	Iteration 8Q: 3 clusters Score -446935.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -446995.062500 Penalty: 4305.528809
	Iteration 9Q: 3 clusters Score -446995.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -447025.218750 Penalty: 4305.528809
	Iteration 10Q: 3 clusters Score -447025.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -447048.812500 Penalty: 4305.528809
	Iteration 11Q: 3 clusters Score -447048.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -447067.625000 Penalty: 4305.528809
	Iteration 12Q: 3 clusters Score -447067.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -447078.187500 Penalty: 4305.528809
	Iteration 13Q: 3 clusters Score -447078.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -447085.625000 Penalty: 4305.528809
	Iteration 14Q: 3 clusters Score -447085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -447090.875000 Penalty: 4305.528809
	Iteration 15Q: 3 clusters Score -447090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -447095.718750 Penalty: 4305.528809
	Iteration 16Q: 3 clusters Score -447095.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -447100.562500 Penalty: 4305.528809
	Iteration 17Q: 3 clusters Score -447100.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -447104.406250 Penalty: 4305.528809
	Iteration 18Q: 3 clusters Score -447104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -447104.968750 Penalty: 4305.528809
	Iteration 19Q: 3 clusters Score -447105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -447108.281250 Penalty: 4305.528809
	Iteration 20F: 3 clusters Score -447108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -447109.062500 Penalty: 4305.528809
	Iteration 21Q: 3 clusters Score -447109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -447111.312500 Penalty: 4305.528809
	Iteration 22Q: 3 clusters Score -447111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -447110.093750 Penalty: 4305.528809
	Iteration 23Q: 3 clusters Score -447110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -447110.656250 Penalty: 4305.528809
	Iteration 24Q: 3 clusters Score -447110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -447110.375000 Penalty: 4305.528809
	Iteration 25Q: 3 clusters Score -447110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -447111.687500 Penalty: 4305.528809
	Iteration 26Q: 3 clusters Score -447111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -447111.625000 Penalty: 4305.528809
	Iteration 27Q: 3 clusters Score -447111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -447111.625000 Penalty: 4305.528809
	Iteration 28F: 3 clusters Score -447111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156606 members 
Entering Unmasked Estep 
Score: -12738519.000000 Penalty: 2966.449219
	Iteration 0F: 2 clusters Score -1.273852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -12633778.000000 Penalty: 5932.898438
	Iteration 0F: 3 clusters Score -1.263378e+07 nChanged 74756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
Score: -12677107.000000 Penalty: 5932.898438
	Iteration 1F: 3 clusters Score -1.267711e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -12677967.000000 Penalty: 5932.898438
	Iteration 2Q: 3 clusters Score -1.267797e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 76481 members 
Entering Unmasked Estep 
Score: -12678921.000000 Penalty: 5932.898438
	Iteration 3Q: 3 clusters Score -1.267892e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -12680085.000000 Penalty: 5932.898438
	Iteration 4Q: 3 clusters Score -1.268008e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -12681482.000000 Penalty: 5932.898438
	Iteration 5Q: 3 clusters Score -1.268148e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -12683622.000000 Penalty: 5932.898438
	Iteration 6Q: 3 clusters Score -1.268362e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -12687002.000000 Penalty: 5932.898438
	Iteration 7Q: 3 clusters Score -1.2687e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -12691759.000000 Penalty: 5932.898438
	Iteration 8F: 3 clusters Score -1.269176e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -12698313.000000 Penalty: 5932.898438
	Iteration 9F: 3 clusters Score -1.269831e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -12705766.000000 Penalty: 5932.898438
	Iteration 10F: 3 clusters Score -1.270577e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114625 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -12711934.000000 Penalty: 5932.898438
	Iteration 11F: 3 clusters Score -1.271193e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -12715496.000000 Penalty: 5932.898438
	Iteration 12Q: 3 clusters Score -1.27155e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121903 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -12717375.000000 Penalty: 5932.898438
	Iteration 13Q: 3 clusters Score -1.271738e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -12718973.000000 Penalty: 5932.898438
	Iteration 14Q: 3 clusters Score -1.271897e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128392 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -12720331.000000 Penalty: 5932.898438
	Iteration 15Q: 3 clusters Score -1.272033e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131676 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -12721817.000000 Penalty: 5932.898438
	Iteration 16Q: 3 clusters Score -1.272182e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -12723349.000000 Penalty: 5932.898438
	Iteration 17Q: 3 clusters Score -1.272335e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -12724938.000000 Penalty: 5932.898438
	Iteration 18Q: 3 clusters Score -1.272494e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141272 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -12726720.000000 Penalty: 5932.898438
	Iteration 19Q: 3 clusters Score -1.272672e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144181 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -12728495.000000 Penalty: 5932.898438
	Iteration 20F: 3 clusters Score -1.27285e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -12730182.000000 Penalty: 5932.898438
	Iteration 21Q: 3 clusters Score -1.273018e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149076 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -12731611.000000 Penalty: 5932.898438
	Iteration 22Q: 3 clusters Score -1.273161e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -12732812.000000 Penalty: 5932.898438
	Iteration 23Q: 3 clusters Score -1.273281e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152294 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -12733774.000000 Penalty: 5932.898438
	Iteration 24Q: 3 clusters Score -1.273377e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153284 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -12734413.000000 Penalty: 5932.898438
	Iteration 25Q: 3 clusters Score -1.273441e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -12734929.000000 Penalty: 5932.898438
	Iteration 26Q: 3 clusters Score -1.273493e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12735246.000000 Penalty: 5932.898438
	Iteration 27Q: 3 clusters Score -1.273525e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -12735490.000000 Penalty: 5932.898438
	Iteration 28Q: 3 clusters Score -1.273549e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155026 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12735648.000000 Penalty: 5932.898438
	Iteration 29Q: 3 clusters Score -1.273565e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12735754.000000 Penalty: 5932.898438
	Iteration 30Q: 3 clusters Score -1.273575e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155277 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12735839.000000 Penalty: 5932.898438
	Iteration 31Q: 3 clusters Score -1.273584e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155352 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12735868.000000 Penalty: 5932.898438
	Iteration 32Q: 3 clusters Score -1.273587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155397 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -12735912.000000 Penalty: 5932.898438
	Iteration 33Q: 3 clusters Score -1.273591e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12735955.000000 Penalty: 5932.898438
	Iteration 34Q: 3 clusters Score -1.273596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12735978.000000 Penalty: 5932.898438
	Iteration 35Q: 3 clusters Score -1.273598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155504 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12735988.000000 Penalty: 5932.898438
	Iteration 36Q: 3 clusters Score -1.273599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -12735987.000000 Penalty: 5932.898438
	Iteration 37Q: 3 clusters Score -1.273599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12735991.000000 Penalty: 5932.898438
	Iteration 38Q: 3 clusters Score -1.273599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12736018.000000 Penalty: 5932.898438
	Iteration 39Q: 3 clusters Score -1.273602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155581 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12736030.000000 Penalty: 5932.898438
	Iteration 40F: 3 clusters Score -1.273603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12736035.000000 Penalty: 5932.898438
	Iteration 41Q: 3 clusters Score -1.273604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155593 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12736042.000000 Penalty: 5932.898438
	Iteration 42Q: 3 clusters Score -1.273604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155604 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12736033.000000 Penalty: 5932.898438
	Iteration 43Q: 3 clusters Score -1.273603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12736046.000000 Penalty: 5932.898438
	Iteration 44Q: 3 clusters Score -1.273605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12736062.000000 Penalty: 5932.898438
	Iteration 45Q: 3 clusters Score -1.273606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12736059.000000 Penalty: 5932.898438
	Iteration 46Q: 3 clusters Score -1.273606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155639 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12736066.000000 Penalty: 5932.898438
	Iteration 47Q: 3 clusters Score -1.273607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155650 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12736070.000000 Penalty: 5932.898438
	Iteration 48Q: 3 clusters Score -1.273607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -12736085.000000 Penalty: 5932.898438
	Iteration 49Q: 3 clusters Score -1.273608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12736091.000000 Penalty: 5932.898438
	Iteration 50Q: 3 clusters Score -1.273609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12736103.000000 Penalty: 5932.898438
	Iteration 51Q: 3 clusters Score -1.27361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155674 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12736103.000000 Penalty: 5932.898438
	Iteration 52Q: 3 clusters Score -1.27361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12736100.000000 Penalty: 5932.898438
	Iteration 53Q: 3 clusters Score -1.27361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12736096.000000 Penalty: 5932.898438
	Iteration 54Q: 3 clusters Score -1.27361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12736103.000000 Penalty: 5932.898438
	Iteration 55Q: 3 clusters Score -1.27361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12736100.000000 Penalty: 5932.898438
	Iteration 56Q: 3 clusters Score -1.27361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155679 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12736100.000000 Penalty: 5932.898438
	Iteration 57F: 3 clusters Score -1.27361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Entering Unmasked Estep 
Score: -2565824.250000 Penalty: 2573.847168
	Iteration 0F: 2 clusters Score -2565824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2543875.250000 Penalty: 5147.694336
	Iteration 0F: 3 clusters Score -2543875 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2551737.500000 Penalty: 5147.694336
	Iteration 1F: 3 clusters Score -2551738 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2552153.000000 Penalty: 5147.694336
	Iteration 2Q: 3 clusters Score -2552153 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2552509.000000 Penalty: 5147.694336
	Iteration 3Q: 3 clusters Score -2552509 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2552854.500000 Penalty: 5147.694336
	Iteration 4Q: 3 clusters Score -2552854 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2553273.750000 Penalty: 5147.694336
	Iteration 5Q: 3 clusters Score -2553274 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2553772.000000 Penalty: 5147.694336
	Iteration 6Q: 3 clusters Score -2553772 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2554440.250000 Penalty: 5147.694336
	Iteration 7Q: 3 clusters Score -2554440 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2555410.750000 Penalty: 5147.694336
	Iteration 8Q: 3 clusters Score -2555411 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2556632.250000 Penalty: 5147.694336
	Iteration 9F: 3 clusters Score -2556632 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2557922.500000 Penalty: 5147.694336
	Iteration 10F: 3 clusters Score -2557922 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2559204.000000 Penalty: 5147.694336
	Iteration 11F: 3 clusters Score -2559204 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2560294.000000 Penalty: 5147.694336
	Iteration 12F: 3 clusters Score -2560294 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2561148.750000 Penalty: 5147.694336
	Iteration 13Q: 3 clusters Score -2561149 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2561752.000000 Penalty: 5147.694336
	Iteration 14Q: 3 clusters Score -2561752 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2562101.250000 Penalty: 5147.694336
	Iteration 15Q: 3 clusters Score -2562101 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2562320.500000 Penalty: 5147.694336
	Iteration 16Q: 3 clusters Score -2562320 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2562420.500000 Penalty: 5147.694336
	Iteration 17Q: 3 clusters Score -2562420 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2562520.250000 Penalty: 5147.694336
	Iteration 18Q: 3 clusters Score -2562520 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2562597.750000 Penalty: 5147.694336
	Iteration 19Q: 3 clusters Score -2562598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2562647.750000 Penalty: 5147.694336
	Iteration 20F: 3 clusters Score -2562648 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2562723.250000 Penalty: 5147.694336
	Iteration 21Q: 3 clusters Score -2562723 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2562791.500000 Penalty: 5147.694336
	Iteration 22Q: 3 clusters Score -2562792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2562826.750000 Penalty: 5147.694336
	Iteration 23Q: 3 clusters Score -2562827 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2562874.750000 Penalty: 5147.694336
	Iteration 24Q: 3 clusters Score -2562875 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2562929.500000 Penalty: 5147.694336
	Iteration 25Q: 3 clusters Score -2562930 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2563034.500000 Penalty: 5147.694336
	Iteration 26Q: 3 clusters Score -2563034 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2563143.500000 Penalty: 5147.694336
	Iteration 27Q: 3 clusters Score -2563144 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2563255.250000 Penalty: 5147.694336
	Iteration 28Q: 3 clusters Score -2563255 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2563364.500000 Penalty: 5147.694336
	Iteration 29Q: 3 clusters Score -2563364 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2563441.750000 Penalty: 5147.694336
	Iteration 30Q: 3 clusters Score -2563442 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2563504.500000 Penalty: 5147.694336
	Iteration 31Q: 3 clusters Score -2563504 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2563564.000000 Penalty: 5147.694336
	Iteration 32Q: 3 clusters Score -2563564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2563619.250000 Penalty: 5147.694336
	Iteration 33Q: 3 clusters Score -2563619 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2563663.750000 Penalty: 5147.694336
	Iteration 34Q: 3 clusters Score -2563664 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2563696.250000 Penalty: 5147.694336
	Iteration 35Q: 3 clusters Score -2563696 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2563734.500000 Penalty: 5147.694336
	Iteration 36Q: 3 clusters Score -2563734 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2563749.250000 Penalty: 5147.694336
	Iteration 37Q: 3 clusters Score -2563749 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2563780.500000 Penalty: 5147.694336
	Iteration 38Q: 3 clusters Score -2563780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2563808.500000 Penalty: 5147.694336
	Iteration 39Q: 3 clusters Score -2563808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2563838.750000 Penalty: 5147.694336
	Iteration 40F: 3 clusters Score -2563839 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2563857.500000 Penalty: 5147.694336
	Iteration 41Q: 3 clusters Score -2563858 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2563888.000000 Penalty: 5147.694336
	Iteration 42Q: 3 clusters Score -2563888 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2563893.750000 Penalty: 5147.694336
	Iteration 43Q: 3 clusters Score -2563894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2563913.000000 Penalty: 5147.694336
	Iteration 44Q: 3 clusters Score -2563913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2563923.750000 Penalty: 5147.694336
	Iteration 45Q: 3 clusters Score -2563924 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2563950.000000 Penalty: 5147.694336
	Iteration 46Q: 3 clusters Score -2563950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2563968.750000 Penalty: 5147.694336
	Iteration 47Q: 3 clusters Score -2563969 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2563995.750000 Penalty: 5147.694336
	Iteration 48Q: 3 clusters Score -2563996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2564005.500000 Penalty: 5147.694336
	Iteration 49Q: 3 clusters Score -2564006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2564020.250000 Penalty: 5147.694336
	Iteration 50Q: 3 clusters Score -2564020 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2564039.000000 Penalty: 5147.694336
	Iteration 51Q: 3 clusters Score -2564039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2564054.500000 Penalty: 5147.694336
	Iteration 52Q: 3 clusters Score -2564054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2564068.750000 Penalty: 5147.694336
	Iteration 53Q: 3 clusters Score -2564069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2564074.750000 Penalty: 5147.694336
	Iteration 54Q: 3 clusters Score -2564075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2564083.250000 Penalty: 5147.694336
	Iteration 55Q: 3 clusters Score -2564083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2564100.250000 Penalty: 5147.694336
	Iteration 56Q: 3 clusters Score -2564100 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2564109.500000 Penalty: 5147.694336
	Iteration 57Q: 3 clusters Score -2564110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2564130.750000 Penalty: 5147.694336
	Iteration 58Q: 3 clusters Score -2564131 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2564140.000000 Penalty: 5147.694336
	Iteration 59Q: 3 clusters Score -2564140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2564156.000000 Penalty: 5147.694336
	Iteration 60F: 3 clusters Score -2564156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2564149.750000 Penalty: 5147.694336
	Iteration 61Q: 3 clusters Score -2564150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2564150.250000 Penalty: 5147.694336
	Iteration 62Q: 3 clusters Score -2564150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2564150.500000 Penalty: 5147.694336
	Iteration 63Q: 3 clusters Score -2564150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2564154.750000 Penalty: 5147.694336
	Iteration 64Q: 3 clusters Score -2564155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2564155.750000 Penalty: 5147.694336
	Iteration 65Q: 3 clusters Score -2564156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2564150.250000 Penalty: 5147.694336
	Iteration 66Q: 3 clusters Score -2564150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2564152.500000 Penalty: 5147.694336
	Iteration 67Q: 3 clusters Score -2564152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2564153.500000 Penalty: 5147.694336
	Iteration 68Q: 3 clusters Score -2564154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2564161.500000 Penalty: 5147.694336
	Iteration 69Q: 3 clusters Score -2564162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2564162.500000 Penalty: 5147.694336
	Iteration 70Q: 3 clusters Score -2564162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2564163.000000 Penalty: 5147.694336
	Iteration 71Q: 3 clusters Score -2564163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2564171.500000 Penalty: 5147.694336
	Iteration 72Q: 3 clusters Score -2564172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2564170.250000 Penalty: 5147.694336
	Iteration 73Q: 3 clusters Score -2564170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2564166.000000 Penalty: 5147.694336
	Iteration 74Q: 3 clusters Score -2564166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2564172.250000 Penalty: 5147.694336
	Iteration 75Q: 3 clusters Score -2564172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2564171.250000 Penalty: 5147.694336
	Iteration 76Q: 3 clusters Score -2564171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2564167.500000 Penalty: 5147.694336
	Iteration 77Q: 3 clusters Score -2564168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2564166.250000 Penalty: 5147.694336
	Iteration 78Q: 3 clusters Score -2564166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2564164.250000 Penalty: 5147.694336
	Iteration 79Q: 3 clusters Score -2564164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2564163.000000 Penalty: 5147.694336
	Iteration 80F: 3 clusters Score -2564163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2564174.500000 Penalty: 5147.694336
	Iteration 81Q: 3 clusters Score -2564174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2564172.000000 Penalty: 5147.694336
	Iteration 82Q: 3 clusters Score -2564172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2564167.750000 Penalty: 5147.694336
	Iteration 83Q: 3 clusters Score -2564168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2564174.500000 Penalty: 5147.694336
	Iteration 84Q: 3 clusters Score -2564174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2564174.750000 Penalty: 5147.694336
	Iteration 85Q: 3 clusters Score -2564175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2564174.250000 Penalty: 5147.694336
	Iteration 86Q: 3 clusters Score -2564174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2564177.000000 Penalty: 5147.694336
	Iteration 87Q: 3 clusters Score -2564177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2564173.000000 Penalty: 5147.694336
	Iteration 88Q: 3 clusters Score -2564173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2564173.750000 Penalty: 5147.694336
	Iteration 89Q: 3 clusters Score -2564174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2564176.000000 Penalty: 5147.694336
	Iteration 90Q: 3 clusters Score -2564176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2564176.000000 Penalty: 5147.694336
	Iteration 91F: 3 clusters Score -2564176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Entering Unmasked Estep 
Score: -3254752.750000 Penalty: 2639.935547
	Iteration 0F: 2 clusters Score -3254753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3226430.000000 Penalty: 5279.871094
	Iteration 0F: 3 clusters Score -3226430 nChanged 19371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3237090.750000 Penalty: 5279.871094
	Iteration 1F: 3 clusters Score -3237091 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3237770.000000 Penalty: 5279.871094
	Iteration 2Q: 3 clusters Score -3237770 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3238466.250000 Penalty: 5279.871094
	Iteration 3Q: 3 clusters Score -3238466 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3239249.000000 Penalty: 5279.871094
	Iteration 4Q: 3 clusters Score -3239249 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3240212.750000 Penalty: 5279.871094
	Iteration 5Q: 3 clusters Score -3240213 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3241498.750000 Penalty: 5279.871094
	Iteration 6F: 3 clusters Score -3241499 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3243242.500000 Penalty: 5279.871094
	Iteration 7F: 3 clusters Score -3243242 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3245291.000000 Penalty: 5279.871094
	Iteration 8F: 3 clusters Score -3245291 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3247344.250000 Penalty: 5279.871094
	Iteration 9F: 3 clusters Score -3247344 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3249076.000000 Penalty: 5279.871094
	Iteration 10Q: 3 clusters Score -3249076 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3250427.750000 Penalty: 5279.871094
	Iteration 11Q: 3 clusters Score -3250428 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3251351.500000 Penalty: 5279.871094
	Iteration 12Q: 3 clusters Score -3251352 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3251961.500000 Penalty: 5279.871094
	Iteration 13Q: 3 clusters Score -3251962 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3252364.750000 Penalty: 5279.871094
	Iteration 14Q: 3 clusters Score -3252365 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3252600.750000 Penalty: 5279.871094
	Iteration 15Q: 3 clusters Score -3252601 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3252748.750000 Penalty: 5279.871094
	Iteration 16Q: 3 clusters Score -3252749 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3252858.500000 Penalty: 5279.871094
	Iteration 17Q: 3 clusters Score -3252858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3252932.000000 Penalty: 5279.871094
	Iteration 18Q: 3 clusters Score -3252932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3252983.250000 Penalty: 5279.871094
	Iteration 19Q: 3 clusters Score -3252983 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3253042.250000 Penalty: 5279.871094
	Iteration 20F: 3 clusters Score -3253042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3253124.000000 Penalty: 5279.871094
	Iteration 21Q: 3 clusters Score -3253124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3253204.500000 Penalty: 5279.871094
	Iteration 22Q: 3 clusters Score -3253204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3253271.000000 Penalty: 5279.871094
	Iteration 23Q: 3 clusters Score -3253271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3253317.250000 Penalty: 5279.871094
	Iteration 24Q: 3 clusters Score -3253317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3253357.000000 Penalty: 5279.871094
	Iteration 25Q: 3 clusters Score -3253357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3253386.750000 Penalty: 5279.871094
	Iteration 26Q: 3 clusters Score -3253387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3253421.500000 Penalty: 5279.871094
	Iteration 27Q: 3 clusters Score -3253422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3253428.250000 Penalty: 5279.871094
	Iteration 28Q: 3 clusters Score -3253428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3253450.000000 Penalty: 5279.871094
	Iteration 29Q: 3 clusters Score -3253450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3253455.250000 Penalty: 5279.871094
	Iteration 30Q: 3 clusters Score -3253455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3253471.500000 Penalty: 5279.871094
	Iteration 31Q: 3 clusters Score -3253472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3253479.000000 Penalty: 5279.871094
	Iteration 32Q: 3 clusters Score -3253479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3253479.750000 Penalty: 5279.871094
	Iteration 33Q: 3 clusters Score -3253480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3253485.250000 Penalty: 5279.871094
	Iteration 34Q: 3 clusters Score -3253485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3253494.000000 Penalty: 5279.871094
	Iteration 35Q: 3 clusters Score -3253494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3253496.500000 Penalty: 5279.871094
	Iteration 36Q: 3 clusters Score -3253496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3253498.750000 Penalty: 5279.871094
	Iteration 37Q: 3 clusters Score -3253499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3253503.000000 Penalty: 5279.871094
	Iteration 38Q: 3 clusters Score -3253503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3253506.750000 Penalty: 5279.871094
	Iteration 39Q: 3 clusters Score -3253507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3253522.000000 Penalty: 5279.871094
	Iteration 40F: 3 clusters Score -3253522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3253523.750000 Penalty: 5279.871094
	Iteration 41Q: 3 clusters Score -3253524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3253533.250000 Penalty: 5279.871094
	Iteration 42Q: 3 clusters Score -3253533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3253538.750000 Penalty: 5279.871094
	Iteration 43Q: 3 clusters Score -3253539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3253548.000000 Penalty: 5279.871094
	Iteration 44Q: 3 clusters Score -3253548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3253549.000000 Penalty: 5279.871094
	Iteration 45Q: 3 clusters Score -3253549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3253553.750000 Penalty: 5279.871094
	Iteration 46Q: 3 clusters Score -3253554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3253559.750000 Penalty: 5279.871094
	Iteration 47Q: 3 clusters Score -3253560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3253557.500000 Penalty: 5279.871094
	Iteration 48Q: 3 clusters Score -3253558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3253557.750000 Penalty: 5279.871094
	Iteration 49Q: 3 clusters Score -3253558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3253562.500000 Penalty: 5279.871094
	Iteration 50Q: 3 clusters Score -3253562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3253565.250000 Penalty: 5279.871094
	Iteration 51Q: 3 clusters Score -3253565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3253569.000000 Penalty: 5279.871094
	Iteration 52Q: 3 clusters Score -3253569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3253570.750000 Penalty: 5279.871094
	Iteration 53Q: 3 clusters Score -3253571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3253572.000000 Penalty: 5279.871094
	Iteration 54Q: 3 clusters Score -3253572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3253576.250000 Penalty: 5279.871094
	Iteration 55Q: 3 clusters Score -3253576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3253575.000000 Penalty: 5279.871094
	Iteration 56Q: 3 clusters Score -3253575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3253579.000000 Penalty: 5279.871094
	Iteration 57Q: 3 clusters Score -3253579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3253577.750000 Penalty: 5279.871094
	Iteration 58Q: 3 clusters Score -3253578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3253575.250000 Penalty: 5279.871094
	Iteration 59Q: 3 clusters Score -3253575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3253581.250000 Penalty: 5279.871094
	Iteration 60F: 3 clusters Score -3253581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3253583.500000 Penalty: 5279.871094
	Iteration 61Q: 3 clusters Score -3253584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3253584.750000 Penalty: 5279.871094
	Iteration 62Q: 3 clusters Score -3253585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3253588.250000 Penalty: 5279.871094
	Iteration 63Q: 3 clusters Score -3253588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3253595.500000 Penalty: 5279.871094
	Iteration 64Q: 3 clusters Score -3253596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3253599.000000 Penalty: 5279.871094
	Iteration 65Q: 3 clusters Score -3253599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3253603.500000 Penalty: 5279.871094
	Iteration 66Q: 3 clusters Score -3253604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3253607.250000 Penalty: 5279.871094
	Iteration 67Q: 3 clusters Score -3253607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3253608.500000 Penalty: 5279.871094
	Iteration 68Q: 3 clusters Score -3253608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3253611.750000 Penalty: 5279.871094
	Iteration 69Q: 3 clusters Score -3253612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3253614.750000 Penalty: 5279.871094
	Iteration 70Q: 3 clusters Score -3253615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3253617.000000 Penalty: 5279.871094
	Iteration 71Q: 3 clusters Score -3253617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3253616.750000 Penalty: 5279.871094
	Iteration 72Q: 3 clusters Score -3253617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3253616.750000 Penalty: 5279.871094
	Iteration 73F: 3 clusters Score -3253617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Entering Unmasked Estep 
Score: -1344980.875000 Penalty: 2414.414551
	Iteration 0F: 2 clusters Score -1344981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1332831.750000 Penalty: 4828.829102
	Iteration 0F: 3 clusters Score -1332832 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1336888.750000 Penalty: 4828.829102
	Iteration 1F: 3 clusters Score -1336889 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1337423.500000 Penalty: 4828.829102
	Iteration 2F: 3 clusters Score -1337424 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1338156.875000 Penalty: 4828.829102
	Iteration 3F: 3 clusters Score -1338157 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1339289.000000 Penalty: 4828.829102
	Iteration 4F: 3 clusters Score -1339289 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1340855.375000 Penalty: 4828.829102
	Iteration 5F: 3 clusters Score -1340855 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1342450.375000 Penalty: 4828.829102
	Iteration 6F: 3 clusters Score -1342450 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1343637.500000 Penalty: 4828.829102
	Iteration 7F: 3 clusters Score -1343638 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1344313.375000 Penalty: 4828.829102
	Iteration 8Q: 3 clusters Score -1344313 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1344667.500000 Penalty: 4828.829102
	Iteration 9Q: 3 clusters Score -1344668 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1344807.000000 Penalty: 4828.829102
	Iteration 10Q: 3 clusters Score -1344807 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1344883.875000 Penalty: 4828.829102
	Iteration 11Q: 3 clusters Score -1344884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1344909.750000 Penalty: 4828.829102
	Iteration 12Q: 3 clusters Score -1344910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1344930.625000 Penalty: 4828.829102
	Iteration 13Q: 3 clusters Score -1344931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1344939.000000 Penalty: 4828.829102
	Iteration 14Q: 3 clusters Score -1344939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1344941.625000 Penalty: 4828.829102
	Iteration 15Q: 3 clusters Score -1344942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1344944.000000 Penalty: 4828.829102
	Iteration 16Q: 3 clusters Score -1344944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1344944.750000 Penalty: 4828.829102
	Iteration 17Q: 3 clusters Score -1344945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1344946.625000 Penalty: 4828.829102
	Iteration 18Q: 3 clusters Score -1344947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1344950.875000 Penalty: 4828.829102
	Iteration 19Q: 3 clusters Score -1344951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1344952.750000 Penalty: 4828.829102
	Iteration 20F: 3 clusters Score -1344953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1344951.500000 Penalty: 4828.829102
	Iteration 21Q: 3 clusters Score -1344952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1344951.000000 Penalty: 4828.829102
	Iteration 22Q: 3 clusters Score -1344951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1344951.125000 Penalty: 4828.829102
	Iteration 23Q: 3 clusters Score -1344951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1344950.500000 Penalty: 4828.829102
	Iteration 24Q: 3 clusters Score -1344950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1344953.750000 Penalty: 4828.829102
	Iteration 25Q: 3 clusters Score -1344954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1344952.250000 Penalty: 4828.829102
	Iteration 26Q: 3 clusters Score -1344952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1344949.375000 Penalty: 4828.829102
	Iteration 27Q: 3 clusters Score -1344949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1344951.000000 Penalty: 4828.829102
	Iteration 28Q: 3 clusters Score -1344951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1344951.250000 Penalty: 4828.829102
	Iteration 29Q: 3 clusters Score -1344951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1344950.125000 Penalty: 4828.829102
	Iteration 30Q: 3 clusters Score -1344950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1344952.500000 Penalty: 4828.829102
	Iteration 31Q: 3 clusters Score -1344952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1344951.375000 Penalty: 4828.829102
	Iteration 32Q: 3 clusters Score -1344951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1344950.500000 Penalty: 4828.829102
	Iteration 33Q: 3 clusters Score -1344950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1344954.125000 Penalty: 4828.829102
	Iteration 34Q: 3 clusters Score -1344954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1344954.125000 Penalty: 4828.829102
	Iteration 35F: 3 clusters Score -1344954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -420969.968750 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -420970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -416238.843750 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -416238.8 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -417438.562500 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -417438.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -417729.125000 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -417729.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -417920.156250 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -417920.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -418039.562500 Penalty: 4254.457520
	Iteration 4Q: 3 clusters Score -418039.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -418134.156250 Penalty: 4254.457520
	Iteration 5Q: 3 clusters Score -418134.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -418224.125000 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -418224.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -418292.937500 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -418292.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -418357.312500 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -418357.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -418413.125000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -418413.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -418461.718750 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -418461.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -418513.718750 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -418513.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -418559.593750 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -418559.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -418597.500000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -418597.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -418617.312500 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -418617.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -418637.843750 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -418637.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -418653.750000 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -418653.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -418666.093750 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -418666.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -418675.812500 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -418675.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -418685.031250 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -418685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -418695.593750 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -418695.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -418703.781250 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -418703.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -418710.656250 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -418710.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -418720.843750 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -418720.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -418731.250000 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -418731.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -418740.406250 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -418740.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -418746.093750 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -418746.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -418754.406250 Penalty: 4254.457520
	Iteration 27Q: 3 clusters Score -418754.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -418764.718750 Penalty: 4254.457520
	Iteration 28Q: 3 clusters Score -418764.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -418771.531250 Penalty: 4254.457520
	Iteration 29Q: 3 clusters Score -418771.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -418779.218750 Penalty: 4254.457520
	Iteration 30Q: 3 clusters Score -418779.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -418784.906250 Penalty: 4254.457520
	Iteration 31Q: 3 clusters Score -418784.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -418791.718750 Penalty: 4254.457520
	Iteration 32Q: 3 clusters Score -418791.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -418799.437500 Penalty: 4254.457520
	Iteration 33Q: 3 clusters Score -418799.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -418809.531250 Penalty: 4254.457520
	Iteration 34Q: 3 clusters Score -418809.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -418814.187500 Penalty: 4254.457520
	Iteration 35Q: 3 clusters Score -418814.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -418819.968750 Penalty: 4254.457520
	Iteration 36Q: 3 clusters Score -418820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -418825.593750 Penalty: 4254.457520
	Iteration 37Q: 3 clusters Score -418825.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -418828.906250 Penalty: 4254.457520
	Iteration 38Q: 3 clusters Score -418828.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -418832.062500 Penalty: 4254.457520
	Iteration 39Q: 3 clusters Score -418832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -418833.187500 Penalty: 4254.457520
	Iteration 40F: 3 clusters Score -418833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -418835.250000 Penalty: 4254.457520
	Iteration 41Q: 3 clusters Score -418835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -418835.468750 Penalty: 4254.457520
	Iteration 42Q: 3 clusters Score -418835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -418835.468750 Penalty: 4254.457520
	Iteration 43F: 3 clusters Score -418835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Entering Unmasked Estep 
Score: -4608294.500000 Penalty: 2711.335205
	Iteration 0F: 2 clusters Score -4608294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -4570626.000000 Penalty: 5422.670410
	Iteration 0F: 3 clusters Score -4570626 nChanged 25992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4584962.500000 Penalty: 5422.670410
	Iteration 1F: 3 clusters Score -4584962 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4585413.000000 Penalty: 5422.670410
	Iteration 2Q: 3 clusters Score -4585413 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4585772.500000 Penalty: 5422.670410
	Iteration 3Q: 3 clusters Score -4585772 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -4586167.500000 Penalty: 5422.670410
	Iteration 4Q: 3 clusters Score -4586168 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4586587.500000 Penalty: 5422.670410
	Iteration 5Q: 3 clusters Score -4586588 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4586950.000000 Penalty: 5422.670410
	Iteration 6Q: 3 clusters Score -4586950 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4587353.500000 Penalty: 5422.670410
	Iteration 7Q: 3 clusters Score -4587354 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4587783.000000 Penalty: 5422.670410
	Iteration 8Q: 3 clusters Score -4587783 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -4588268.500000 Penalty: 5422.670410
	Iteration 9Q: 3 clusters Score -4588268 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4588944.500000 Penalty: 5422.670410
	Iteration 10Q: 3 clusters Score -4588944 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4589851.500000 Penalty: 5422.670410
	Iteration 11Q: 3 clusters Score -4589852 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4591152.000000 Penalty: 5422.670410
	Iteration 12Q: 3 clusters Score -4591152 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4593057.000000 Penalty: 5422.670410
	Iteration 13F: 3 clusters Score -4593057 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -4595717.500000 Penalty: 5422.670410
	Iteration 14F: 3 clusters Score -4595718 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4598716.000000 Penalty: 5422.670410
	Iteration 15F: 3 clusters Score -4598716 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4601387.000000 Penalty: 5422.670410
	Iteration 16F: 3 clusters Score -4601387 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4603192.000000 Penalty: 5422.670410
	Iteration 17Q: 3 clusters Score -4603192 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4604390.000000 Penalty: 5422.670410
	Iteration 18Q: 3 clusters Score -4604390 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4605178.500000 Penalty: 5422.670410
	Iteration 19Q: 3 clusters Score -4605178 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4605648.000000 Penalty: 5422.670410
	Iteration 20F: 3 clusters Score -4605648 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4605930.000000 Penalty: 5422.670410
	Iteration 21Q: 3 clusters Score -4605930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4606120.500000 Penalty: 5422.670410
	Iteration 22Q: 3 clusters Score -4606120 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4606279.000000 Penalty: 5422.670410
	Iteration 23Q: 3 clusters Score -4606279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4606349.000000 Penalty: 5422.670410
	Iteration 24Q: 3 clusters Score -4606349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4606412.000000 Penalty: 5422.670410
	Iteration 25Q: 3 clusters Score -4606412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4606451.000000 Penalty: 5422.670410
	Iteration 26Q: 3 clusters Score -4606451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4606457.500000 Penalty: 5422.670410
	Iteration 27Q: 3 clusters Score -4606458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4606482.000000 Penalty: 5422.670410
	Iteration 28Q: 3 clusters Score -4606482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4606501.000000 Penalty: 5422.670410
	Iteration 29Q: 3 clusters Score -4606501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4606512.000000 Penalty: 5422.670410
	Iteration 30Q: 3 clusters Score -4606512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4606518.000000 Penalty: 5422.670410
	Iteration 31Q: 3 clusters Score -4606518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4606522.500000 Penalty: 5422.670410
	Iteration 32Q: 3 clusters Score -4606522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4606525.000000 Penalty: 5422.670410
	Iteration 33Q: 3 clusters Score -4606525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4606532.500000 Penalty: 5422.670410
	Iteration 34Q: 3 clusters Score -4606532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4606533.000000 Penalty: 5422.670410
	Iteration 35Q: 3 clusters Score -4606533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4606533.500000 Penalty: 5422.670410
	Iteration 36Q: 3 clusters Score -4606534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4606533.500000 Penalty: 5422.670410
	Iteration 37Q: 3 clusters Score -4606534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4606535.000000 Penalty: 5422.670410
	Iteration 38Q: 3 clusters Score -4606535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4606535.000000 Penalty: 5422.670410
	Iteration 39F: 3 clusters Score -4606535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (887491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887491 members 
Entering Unmasked Estep 
Score: -71573816.000000 Penalty: 3396.645996
	Iteration 0F: 2 clusters Score -7.157382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444229 members 
Mstep: Class 2 contains 443262 members 
Entering Unmasked Estep 
Score: -70982496.000000 Penalty: 6793.291992
	Iteration 0F: 3 clusters Score -7.09825e+07 nChanged 436328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454097 members 
Mstep: Class 2 contains 433394 members 
Entering Unmasked Estep 
Score: -71247472.000000 Penalty: 6793.291992
	Iteration 1F: 3 clusters Score -7.124747e+07 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457961 members 
Mstep: Class 2 contains 429530 members 
Entering Unmasked Estep 
Score: -71251528.000000 Penalty: 6793.291992
	Iteration 2Q: 3 clusters Score -7.125153e+07 nChanged 23485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463828 members 
Mstep: Class 2 contains 423663 members 
Entering Unmasked Estep 
Score: -71257048.000000 Penalty: 6793.291992
	Iteration 3Q: 3 clusters Score -7.125705e+07 nChanged 28525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473493 members 
Mstep: Class 2 contains 413998 members 
Entering Unmasked Estep 
Score: -71266944.000000 Penalty: 6793.291992
	Iteration 4Q: 3 clusters Score -7.126694e+07 nChanged 34325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488660 members 
Mstep: Class 2 contains 398831 members 
Entering Unmasked Estep 
Score: -71280728.000000 Penalty: 6793.291992
	Iteration 5Q: 3 clusters Score -7.128073e+07 nChanged 40013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511485 members 
Mstep: Class 2 contains 376006 members 
Entering Unmasked Estep 
Score: -71299880.000000 Penalty: 6793.291992
	Iteration 6Q: 3 clusters Score -7.129988e+07 nChanged 45732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543953 members 
Mstep: Class 2 contains 343538 members 
Entering Unmasked Estep 
Score: -71324920.000000 Penalty: 6793.291992
	Iteration 7F: 3 clusters Score -7.132492e+07 nChanged 50638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586927 members 
Mstep: Class 2 contains 300564 members 
Entering Unmasked Estep 
Score: -71355136.000000 Penalty: 6793.291992
	Iteration 8F: 3 clusters Score -7.135514e+07 nChanged 55905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639818 members 
Mstep: Class 2 contains 247673 members 
Entering Unmasked Estep 
Score: -71391432.000000 Penalty: 6793.291992
	Iteration 9F: 3 clusters Score -7.139143e+07 nChanged 59720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698846 members 
Mstep: Class 2 contains 188645 members 
Entering Unmasked Estep 
Score: -71433152.000000 Penalty: 6793.291992
	Iteration 10F: 3 clusters Score -7.143315e+07 nChanged 57408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756162 members 
Mstep: Class 2 contains 131329 members 
Entering Unmasked Estep 
Score: -71474952.000000 Penalty: 6793.291992
	Iteration 11F: 3 clusters Score -7.147495e+07 nChanged 48402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804560 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -71510304.000000 Penalty: 6793.291992
	Iteration 12F: 3 clusters Score -7.15103e+07 nChanged 35120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839680 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -71536520.000000 Penalty: 6793.291992
	Iteration 13Q: 3 clusters Score -7.153652e+07 nChanged 21584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861264 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -71552376.000000 Penalty: 6793.291992
	Iteration 14Q: 3 clusters Score -7.155238e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873252 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -71560960.000000 Penalty: 6793.291992
	Iteration 15Q: 3 clusters Score -7.156096e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879502 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -71565504.000000 Penalty: 6793.291992
	Iteration 16Q: 3 clusters Score -7.15655e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882675 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -71567840.000000 Penalty: 6793.291992
	Iteration 17Q: 3 clusters Score -7.156784e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884336 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -71568928.000000 Penalty: 6793.291992
	Iteration 18Q: 3 clusters Score -7.156893e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885194 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -71569552.000000 Penalty: 6793.291992
	Iteration 19Q: 3 clusters Score -7.156955e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885667 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -71569888.000000 Penalty: 6793.291992
	Iteration 20F: 3 clusters Score -7.156989e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885917 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -71570040.000000 Penalty: 6793.291992
	Iteration 21Q: 3 clusters Score -7.157004e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886098 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -71570152.000000 Penalty: 6793.291992
	Iteration 22Q: 3 clusters Score -7.157015e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886226 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -71570208.000000 Penalty: 6793.291992
	Iteration 23Q: 3 clusters Score -7.157021e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886308 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -71570312.000000 Penalty: 6793.291992
	Iteration 24Q: 3 clusters Score -7.157031e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886377 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -71570368.000000 Penalty: 6793.291992
	Iteration 25Q: 3 clusters Score -7.157037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886426 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -71570448.000000 Penalty: 6793.291992
	Iteration 26Q: 3 clusters Score -7.157045e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886465 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -71570456.000000 Penalty: 6793.291992
	Iteration 27Q: 3 clusters Score -7.157046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886494 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -71570456.000000 Penalty: 6793.291992
	Iteration 28Q: 3 clusters Score -7.157046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886514 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -71570528.000000 Penalty: 6793.291992
	Iteration 29Q: 3 clusters Score -7.157053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886534 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -71570552.000000 Penalty: 6793.291992
	Iteration 30Q: 3 clusters Score -7.157055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886553 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -71570528.000000 Penalty: 6793.291992
	Iteration 31Q: 3 clusters Score -7.157053e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886568 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -71570560.000000 Penalty: 6793.291992
	Iteration 32Q: 3 clusters Score -7.157056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886579 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -71570592.000000 Penalty: 6793.291992
	Iteration 33Q: 3 clusters Score -7.157059e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886593 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -71570624.000000 Penalty: 6793.291992
	Iteration 34Q: 3 clusters Score -7.157062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886601 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71570640.000000 Penalty: 6793.291992
	Iteration 35Q: 3 clusters Score -7.157064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886613 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -71570624.000000 Penalty: 6793.291992
	Iteration 36Q: 3 clusters Score -7.157062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886624 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -71570632.000000 Penalty: 6793.291992
	Iteration 37Q: 3 clusters Score -7.157063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886627 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -71570600.000000 Penalty: 6793.291992
	Iteration 38Q: 3 clusters Score -7.15706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886628 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -71570648.000000 Penalty: 6793.291992
	Iteration 39Q: 3 clusters Score -7.157065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886631 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -71570640.000000 Penalty: 6793.291992
	Iteration 40F: 3 clusters Score -7.157064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886631 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -71570648.000000 Penalty: 6793.291992
	Iteration 41Q: 3 clusters Score -7.157065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886635 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -71570680.000000 Penalty: 6793.291992
	Iteration 42Q: 3 clusters Score -7.157068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886642 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -71570696.000000 Penalty: 6793.291992
	Iteration 43Q: 3 clusters Score -7.15707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886641 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -71570720.000000 Penalty: 6793.291992
	Iteration 44Q: 3 clusters Score -7.157072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886647 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -71570736.000000 Penalty: 6793.291992
	Iteration 45Q: 3 clusters Score -7.157074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886646 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -71570728.000000 Penalty: 6793.291992
	Iteration 46Q: 3 clusters Score -7.157073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886648 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -71570728.000000 Penalty: 6793.291992
	Iteration 47Q: 3 clusters Score -7.157073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886651 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -71570728.000000 Penalty: 6793.291992
	Iteration 48Q: 3 clusters Score -7.157073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886652 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -71570736.000000 Penalty: 6793.291992
	Iteration 49Q: 3 clusters Score -7.157074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886653 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -71570728.000000 Penalty: 6793.291992
	Iteration 50Q: 3 clusters Score -7.157073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886653 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -71570728.000000 Penalty: 6793.291992
	Iteration 51F: 3 clusters Score -7.157073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -116241.882812 Penalty: 1847.331177
	Iteration 0F: 2 clusters Score -116241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -113829.492188 Penalty: 3694.662354
	Iteration 0F: 3 clusters Score -113829.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -114245.515625 Penalty: 3694.662354
	Iteration 1F: 3 clusters Score -114245.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -114334.015625 Penalty: 3694.662354
	Iteration 2F: 3 clusters Score -114334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -114384.671875 Penalty: 3694.662354
	Iteration 3Q: 3 clusters Score -114384.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114426.015625 Penalty: 3694.662354
	Iteration 4Q: 3 clusters Score -114426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -114444.757812 Penalty: 3694.662354
	Iteration 5Q: 3 clusters Score -114444.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -114455.437500 Penalty: 3694.662354
	Iteration 6Q: 3 clusters Score -114455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -114461.601562 Penalty: 3694.662354
	Iteration 7Q: 3 clusters Score -114461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -114464.546875 Penalty: 3694.662354
	Iteration 8Q: 3 clusters Score -114464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -114468.406250 Penalty: 3694.662354
	Iteration 9Q: 3 clusters Score -114468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114469.976562 Penalty: 3694.662354
	Iteration 10Q: 3 clusters Score -114470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114471.953125 Penalty: 3694.662354
	Iteration 11Q: 3 clusters Score -114472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -114473.781250 Penalty: 3694.662354
	Iteration 12Q: 3 clusters Score -114473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114475.296875 Penalty: 3694.662354
	Iteration 13Q: 3 clusters Score -114475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -114476.882812 Penalty: 3694.662354
	Iteration 14Q: 3 clusters Score -114476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114478.203125 Penalty: 3694.662354
	Iteration 15Q: 3 clusters Score -114478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -114480.085938 Penalty: 3694.662354
	Iteration 16Q: 3 clusters Score -114480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114480.468750 Penalty: 3694.662354
	Iteration 17Q: 3 clusters Score -114480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114480.468750 Penalty: 3694.662354
	Iteration 18F: 3 clusters Score -114480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Entering Unmasked Estep 
Score: -2158261.000000 Penalty: 2535.500977
	Iteration 0F: 2 clusters Score -2158261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2139389.750000 Penalty: 5071.001953
	Iteration 0F: 3 clusters Score -2139390 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2145961.500000 Penalty: 5071.001953
	Iteration 1F: 3 clusters Score -2145962 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2146458.000000 Penalty: 5071.001953
	Iteration 2Q: 3 clusters Score -2146458 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2146881.250000 Penalty: 5071.001953
	Iteration 3Q: 3 clusters Score -2146881 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2147297.500000 Penalty: 5071.001953
	Iteration 4Q: 3 clusters Score -2147298 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2147751.000000 Penalty: 5071.001953
	Iteration 5Q: 3 clusters Score -2147751 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2148294.000000 Penalty: 5071.001953
	Iteration 6Q: 3 clusters Score -2148294 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2148945.250000 Penalty: 5071.001953
	Iteration 7Q: 3 clusters Score -2148945 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2149837.750000 Penalty: 5071.001953
	Iteration 8F: 3 clusters Score -2149838 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2150900.000000 Penalty: 5071.001953
	Iteration 9F: 3 clusters Score -2150900 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2152047.250000 Penalty: 5071.001953
	Iteration 10F: 3 clusters Score -2152047 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2153085.000000 Penalty: 5071.001953
	Iteration 11F: 3 clusters Score -2153085 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2153797.750000 Penalty: 5071.001953
	Iteration 12Q: 3 clusters Score -2153798 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2154181.500000 Penalty: 5071.001953
	Iteration 13Q: 3 clusters Score -2154182 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2154396.500000 Penalty: 5071.001953
	Iteration 14Q: 3 clusters Score -2154396 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2154568.250000 Penalty: 5071.001953
	Iteration 15Q: 3 clusters Score -2154568 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2154714.500000 Penalty: 5071.001953
	Iteration 16Q: 3 clusters Score -2154714 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2154821.250000 Penalty: 5071.001953
	Iteration 17Q: 3 clusters Score -2154821 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2154951.750000 Penalty: 5071.001953
	Iteration 18Q: 3 clusters Score -2154952 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2155143.750000 Penalty: 5071.001953
	Iteration 19Q: 3 clusters Score -2155144 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2155340.000000 Penalty: 5071.001953
	Iteration 20F: 3 clusters Score -2155340 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2155564.250000 Penalty: 5071.001953
	Iteration 21Q: 3 clusters Score -2155564 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2155799.250000 Penalty: 5071.001953
	Iteration 22Q: 3 clusters Score -2155799 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2156029.500000 Penalty: 5071.001953
	Iteration 23Q: 3 clusters Score -2156030 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2156287.750000 Penalty: 5071.001953
	Iteration 24Q: 3 clusters Score -2156288 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2156488.000000 Penalty: 5071.001953
	Iteration 25Q: 3 clusters Score -2156488 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2156675.750000 Penalty: 5071.001953
	Iteration 26Q: 3 clusters Score -2156676 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2156845.000000 Penalty: 5071.001953
	Iteration 27Q: 3 clusters Score -2156845 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2156974.750000 Penalty: 5071.001953
	Iteration 28Q: 3 clusters Score -2156975 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2157095.750000 Penalty: 5071.001953
	Iteration 29Q: 3 clusters Score -2157096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2157184.250000 Penalty: 5071.001953
	Iteration 30Q: 3 clusters Score -2157184 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2157228.500000 Penalty: 5071.001953
	Iteration 31Q: 3 clusters Score -2157228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2157265.250000 Penalty: 5071.001953
	Iteration 32Q: 3 clusters Score -2157265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2157293.250000 Penalty: 5071.001953
	Iteration 33Q: 3 clusters Score -2157293 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2157328.250000 Penalty: 5071.001953
	Iteration 34Q: 3 clusters Score -2157328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2157360.000000 Penalty: 5071.001953
	Iteration 35Q: 3 clusters Score -2157360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2157378.250000 Penalty: 5071.001953
	Iteration 36Q: 3 clusters Score -2157378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2157400.250000 Penalty: 5071.001953
	Iteration 37Q: 3 clusters Score -2157400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2157412.750000 Penalty: 5071.001953
	Iteration 38Q: 3 clusters Score -2157413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2157424.500000 Penalty: 5071.001953
	Iteration 39Q: 3 clusters Score -2157424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2157443.750000 Penalty: 5071.001953
	Iteration 40F: 3 clusters Score -2157444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2157449.000000 Penalty: 5071.001953
	Iteration 41Q: 3 clusters Score -2157449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2157462.750000 Penalty: 5071.001953
	Iteration 42Q: 3 clusters Score -2157463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2157471.750000 Penalty: 5071.001953
	Iteration 43Q: 3 clusters Score -2157472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2157473.500000 Penalty: 5071.001953
	Iteration 44Q: 3 clusters Score -2157474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2157480.250000 Penalty: 5071.001953
	Iteration 45Q: 3 clusters Score -2157480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2157486.750000 Penalty: 5071.001953
	Iteration 46Q: 3 clusters Score -2157487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2157501.000000 Penalty: 5071.001953
	Iteration 47Q: 3 clusters Score -2157501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2157507.750000 Penalty: 5071.001953
	Iteration 48Q: 3 clusters Score -2157508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2157512.000000 Penalty: 5071.001953
	Iteration 49Q: 3 clusters Score -2157512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2157513.750000 Penalty: 5071.001953
	Iteration 50Q: 3 clusters Score -2157514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2157514.500000 Penalty: 5071.001953
	Iteration 51Q: 3 clusters Score -2157514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2157516.250000 Penalty: 5071.001953
	Iteration 52Q: 3 clusters Score -2157516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2157519.250000 Penalty: 5071.001953
	Iteration 53Q: 3 clusters Score -2157519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2157519.000000 Penalty: 5071.001953
	Iteration 54Q: 3 clusters Score -2157519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2157521.250000 Penalty: 5071.001953
	Iteration 55Q: 3 clusters Score -2157521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2157525.000000 Penalty: 5071.001953
	Iteration 56Q: 3 clusters Score -2157525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2157529.750000 Penalty: 5071.001953
	Iteration 57Q: 3 clusters Score -2157530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2157525.500000 Penalty: 5071.001953
	Iteration 58Q: 3 clusters Score -2157526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2157528.500000 Penalty: 5071.001953
	Iteration 59Q: 3 clusters Score -2157528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2157531.250000 Penalty: 5071.001953
	Iteration 60F: 3 clusters Score -2157531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2157528.000000 Penalty: 5071.001953
	Iteration 61Q: 3 clusters Score -2157528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2157531.000000 Penalty: 5071.001953
	Iteration 62Q: 3 clusters Score -2157531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2157529.750000 Penalty: 5071.001953
	Iteration 63Q: 3 clusters Score -2157530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2157529.750000 Penalty: 5071.001953
	Iteration 64Q: 3 clusters Score -2157530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2157531.000000 Penalty: 5071.001953
	Iteration 65Q: 3 clusters Score -2157531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2157534.500000 Penalty: 5071.001953
	Iteration 66Q: 3 clusters Score -2157534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2157533.250000 Penalty: 5071.001953
	Iteration 67Q: 3 clusters Score -2157533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2157537.500000 Penalty: 5071.001953
	Iteration 68Q: 3 clusters Score -2157538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2157537.750000 Penalty: 5071.001953
	Iteration 69Q: 3 clusters Score -2157538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2157537.750000 Penalty: 5071.001953
	Iteration 70F: 3 clusters Score -2157538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Entering Unmasked Estep 
Score: -3434945.750000 Penalty: 2640.283691
	Iteration 0F: 2 clusters Score -3434946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3406540.750000 Penalty: 5280.567383
	Iteration 0F: 3 clusters Score -3406541 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3416948.250000 Penalty: 5280.567383
	Iteration 1F: 3 clusters Score -3416948 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3417440.500000 Penalty: 5280.567383
	Iteration 2Q: 3 clusters Score -3417440 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3417906.250000 Penalty: 5280.567383
	Iteration 3Q: 3 clusters Score -3417906 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3418501.500000 Penalty: 5280.567383
	Iteration 4Q: 3 clusters Score -3418502 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3419232.500000 Penalty: 5280.567383
	Iteration 5Q: 3 clusters Score -3419232 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3420253.750000 Penalty: 5280.567383
	Iteration 6Q: 3 clusters Score -3420254 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3421761.500000 Penalty: 5280.567383
	Iteration 7F: 3 clusters Score -3421762 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3424055.000000 Penalty: 5280.567383
	Iteration 8F: 3 clusters Score -3424055 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -3426682.000000 Penalty: 5280.567383
	Iteration 9F: 3 clusters Score -3426682 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3429058.500000 Penalty: 5280.567383
	Iteration 10F: 3 clusters Score -3429058 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3430796.250000 Penalty: 5280.567383
	Iteration 11Q: 3 clusters Score -3430796 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3431809.000000 Penalty: 5280.567383
	Iteration 12Q: 3 clusters Score -3431809 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3432410.750000 Penalty: 5280.567383
	Iteration 13Q: 3 clusters Score -3432411 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3432774.750000 Penalty: 5280.567383
	Iteration 14Q: 3 clusters Score -3432775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3433006.500000 Penalty: 5280.567383
	Iteration 15Q: 3 clusters Score -3433006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3433189.250000 Penalty: 5280.567383
	Iteration 16Q: 3 clusters Score -3433189 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3433288.250000 Penalty: 5280.567383
	Iteration 17Q: 3 clusters Score -3433288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3433348.750000 Penalty: 5280.567383
	Iteration 18Q: 3 clusters Score -3433349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3433382.750000 Penalty: 5280.567383
	Iteration 19Q: 3 clusters Score -3433383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3433402.500000 Penalty: 5280.567383
	Iteration 20F: 3 clusters Score -3433402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3433407.250000 Penalty: 5280.567383
	Iteration 21Q: 3 clusters Score -3433407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3433416.750000 Penalty: 5280.567383
	Iteration 22Q: 3 clusters Score -3433417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3433422.000000 Penalty: 5280.567383
	Iteration 23Q: 3 clusters Score -3433422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3433419.250000 Penalty: 5280.567383
	Iteration 24Q: 3 clusters Score -3433419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3433427.750000 Penalty: 5280.567383
	Iteration 25Q: 3 clusters Score -3433428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3433429.750000 Penalty: 5280.567383
	Iteration 26Q: 3 clusters Score -3433430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3433430.000000 Penalty: 5280.567383
	Iteration 27Q: 3 clusters Score -3433430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3433432.250000 Penalty: 5280.567383
	Iteration 28Q: 3 clusters Score -3433432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3433432.500000 Penalty: 5280.567383
	Iteration 29Q: 3 clusters Score -3433432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3433432.500000 Penalty: 5280.567383
	Iteration 30F: 3 clusters Score -3433432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Entering Unmasked Estep 
Score: -1799180.875000 Penalty: 2484.513428
	Iteration 0F: 2 clusters Score -1799181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1783494.250000 Penalty: 4969.026855
	Iteration 0F: 3 clusters Score -1783494 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1788883.500000 Penalty: 4969.026855
	Iteration 1F: 3 clusters Score -1788884 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1789274.750000 Penalty: 4969.026855
	Iteration 2F: 3 clusters Score -1789275 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1789578.250000 Penalty: 4969.026855
	Iteration 3Q: 3 clusters Score -1789578 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1789821.500000 Penalty: 4969.026855
	Iteration 4Q: 3 clusters Score -1789822 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1790034.375000 Penalty: 4969.026855
	Iteration 5Q: 3 clusters Score -1790034 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1790239.000000 Penalty: 4969.026855
	Iteration 6Q: 3 clusters Score -1790239 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1790484.750000 Penalty: 4969.026855
	Iteration 7Q: 3 clusters Score -1790485 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1790823.750000 Penalty: 4969.026855
	Iteration 8Q: 3 clusters Score -1790824 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1791278.000000 Penalty: 4969.026855
	Iteration 9Q: 3 clusters Score -1791278 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1791857.750000 Penalty: 4969.026855
	Iteration 10Q: 3 clusters Score -1791858 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1792625.625000 Penalty: 4969.026855
	Iteration 11Q: 3 clusters Score -1792626 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1793527.000000 Penalty: 4969.026855
	Iteration 12F: 3 clusters Score -1793527 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1794416.875000 Penalty: 4969.026855
	Iteration 13Q: 3 clusters Score -1794417 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1795210.125000 Penalty: 4969.026855
	Iteration 14Q: 3 clusters Score -1795210 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1795793.500000 Penalty: 4969.026855
	Iteration 15Q: 3 clusters Score -1795794 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1796196.125000 Penalty: 4969.026855
	Iteration 16Q: 3 clusters Score -1796196 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1796432.000000 Penalty: 4969.026855
	Iteration 17Q: 3 clusters Score -1796432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1796581.875000 Penalty: 4969.026855
	Iteration 18Q: 3 clusters Score -1796582 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -1796684.000000 Penalty: 4969.026855
	Iteration 19Q: 3 clusters Score -1796684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1796754.125000 Penalty: 4969.026855
	Iteration 20F: 3 clusters Score -1796754 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1796806.875000 Penalty: 4969.026855
	Iteration 21Q: 3 clusters Score -1796807 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1796851.250000 Penalty: 4969.026855
	Iteration 22Q: 3 clusters Score -1796851 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1796888.375000 Penalty: 4969.026855
	Iteration 23Q: 3 clusters Score -1796888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -1796914.000000 Penalty: 4969.026855
	Iteration 24Q: 3 clusters Score -1796914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1796938.625000 Penalty: 4969.026855
	Iteration 25Q: 3 clusters Score -1796939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1796956.250000 Penalty: 4969.026855
	Iteration 26Q: 3 clusters Score -1796956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1796966.500000 Penalty: 4969.026855
	Iteration 27Q: 3 clusters Score -1796966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1796977.125000 Penalty: 4969.026855
	Iteration 28Q: 3 clusters Score -1796977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -1796996.875000 Penalty: 4969.026855
	Iteration 29Q: 3 clusters Score -1796997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1797009.375000 Penalty: 4969.026855
	Iteration 30Q: 3 clusters Score -1797009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1797015.375000 Penalty: 4969.026855
	Iteration 31Q: 3 clusters Score -1797015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1797026.000000 Penalty: 4969.026855
	Iteration 32Q: 3 clusters Score -1797026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1797041.000000 Penalty: 4969.026855
	Iteration 33Q: 3 clusters Score -1797041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1797050.250000 Penalty: 4969.026855
	Iteration 34Q: 3 clusters Score -1797050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1797059.875000 Penalty: 4969.026855
	Iteration 35Q: 3 clusters Score -1797060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1797072.625000 Penalty: 4969.026855
	Iteration 36Q: 3 clusters Score -1797073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1797078.250000 Penalty: 4969.026855
	Iteration 37Q: 3 clusters Score -1797078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1797085.875000 Penalty: 4969.026855
	Iteration 38Q: 3 clusters Score -1797086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1797096.750000 Penalty: 4969.026855
	Iteration 39Q: 3 clusters Score -1797097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -1797102.375000 Penalty: 4969.026855
	Iteration 40F: 3 clusters Score -1797102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1797112.625000 Penalty: 4969.026855
	Iteration 41Q: 3 clusters Score -1797113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -1797117.375000 Penalty: 4969.026855
	Iteration 42Q: 3 clusters Score -1797117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1797118.125000 Penalty: 4969.026855
	Iteration 43Q: 3 clusters Score -1797118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -1797120.250000 Penalty: 4969.026855
	Iteration 44Q: 3 clusters Score -1797120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1797117.000000 Penalty: 4969.026855
	Iteration 45Q: 3 clusters Score -1797117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1797124.750000 Penalty: 4969.026855
	Iteration 46Q: 3 clusters Score -1797125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1797124.125000 Penalty: 4969.026855
	Iteration 47Q: 3 clusters Score -1797124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1797128.750000 Penalty: 4969.026855
	Iteration 48Q: 3 clusters Score -1797129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1797130.125000 Penalty: 4969.026855
	Iteration 49Q: 3 clusters Score -1797130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1797128.125000 Penalty: 4969.026855
	Iteration 50Q: 3 clusters Score -1797128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1797130.000000 Penalty: 4969.026855
	Iteration 51Q: 3 clusters Score -1797130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -1797131.000000 Penalty: 4969.026855
	Iteration 52Q: 3 clusters Score -1797131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1797131.625000 Penalty: 4969.026855
	Iteration 53Q: 3 clusters Score -1797132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1797136.250000 Penalty: 4969.026855
	Iteration 54Q: 3 clusters Score -1797136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1797134.250000 Penalty: 4969.026855
	Iteration 55Q: 3 clusters Score -1797134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1797136.625000 Penalty: 4969.026855
	Iteration 56Q: 3 clusters Score -1797137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -1797140.000000 Penalty: 4969.026855
	Iteration 57Q: 3 clusters Score -1797140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1797142.375000 Penalty: 4969.026855
	Iteration 58Q: 3 clusters Score -1797142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1797147.000000 Penalty: 4969.026855
	Iteration 59Q: 3 clusters Score -1797147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1797145.750000 Penalty: 4969.026855
	Iteration 60F: 3 clusters Score -1797146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1797149.000000 Penalty: 4969.026855
	Iteration 61Q: 3 clusters Score -1797149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1797152.875000 Penalty: 4969.026855
	Iteration 62Q: 3 clusters Score -1797153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1797151.500000 Penalty: 4969.026855
	Iteration 63Q: 3 clusters Score -1797152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -1797151.125000 Penalty: 4969.026855
	Iteration 64Q: 3 clusters Score -1797151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1797152.125000 Penalty: 4969.026855
	Iteration 65Q: 3 clusters Score -1797152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1797155.125000 Penalty: 4969.026855
	Iteration 66Q: 3 clusters Score -1797155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1797154.750000 Penalty: 4969.026855
	Iteration 67Q: 3 clusters Score -1797155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1797154.125000 Penalty: 4969.026855
	Iteration 68Q: 3 clusters Score -1797154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1797155.375000 Penalty: 4969.026855
	Iteration 69Q: 3 clusters Score -1797155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -1797153.000000 Penalty: 4969.026855
	Iteration 70Q: 3 clusters Score -1797153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -1797158.250000 Penalty: 4969.026855
	Iteration 71Q: 3 clusters Score -1797158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1797157.625000 Penalty: 4969.026855
	Iteration 72Q: 3 clusters Score -1797158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1797161.625000 Penalty: 4969.026855
	Iteration 73Q: 3 clusters Score -1797162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -1797161.875000 Penalty: 4969.026855
	Iteration 74Q: 3 clusters Score -1797162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1797164.625000 Penalty: 4969.026855
	Iteration 75Q: 3 clusters Score -1797165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -1797162.875000 Penalty: 4969.026855
	Iteration 76Q: 3 clusters Score -1797163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -1797167.750000 Penalty: 4969.026855
	Iteration 77Q: 3 clusters Score -1797168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1797166.875000 Penalty: 4969.026855
	Iteration 78Q: 3 clusters Score -1797167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -1797167.375000 Penalty: 4969.026855
	Iteration 79Q: 3 clusters Score -1797167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1797168.375000 Penalty: 4969.026855
	Iteration 80F: 3 clusters Score -1797168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1797166.500000 Penalty: 4969.026855
	Iteration 81Q: 3 clusters Score -1797166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1797167.500000 Penalty: 4969.026855
	Iteration 82Q: 3 clusters Score -1797168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1797167.375000 Penalty: 4969.026855
	Iteration 83Q: 3 clusters Score -1797167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1797171.125000 Penalty: 4969.026855
	Iteration 84Q: 3 clusters Score -1797171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1797169.750000 Penalty: 4969.026855
	Iteration 85Q: 3 clusters Score -1797170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1797168.875000 Penalty: 4969.026855
	Iteration 86Q: 3 clusters Score -1797169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1797168.875000 Penalty: 4969.026855
	Iteration 87F: 3 clusters Score -1797169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Entering Unmasked Estep 
Score: -598751.875000 Penalty: 2214.138428
	Iteration 0F: 2 clusters Score -598751.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -592640.062500 Penalty: 4428.276855
	Iteration 0F: 3 clusters Score -592640.1 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -594267.125000 Penalty: 4428.276855
	Iteration 1F: 3 clusters Score -594267.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -594502.937500 Penalty: 4428.276855
	Iteration 2F: 3 clusters Score -594502.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -594652.000000 Penalty: 4428.276855
	Iteration 3Q: 3 clusters Score -594652 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -594773.750000 Penalty: 4428.276855
	Iteration 4Q: 3 clusters Score -594773.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -594866.062500 Penalty: 4428.276855
	Iteration 5Q: 3 clusters Score -594866.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -594942.812500 Penalty: 4428.276855
	Iteration 6Q: 3 clusters Score -594942.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -594994.125000 Penalty: 4428.276855
	Iteration 7Q: 3 clusters Score -594994.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -595032.562500 Penalty: 4428.276855
	Iteration 8Q: 3 clusters Score -595032.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -595074.125000 Penalty: 4428.276855
	Iteration 9Q: 3 clusters Score -595074.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -595109.437500 Penalty: 4428.276855
	Iteration 10Q: 3 clusters Score -595109.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -595146.250000 Penalty: 4428.276855
	Iteration 11Q: 3 clusters Score -595146.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -595172.875000 Penalty: 4428.276855
	Iteration 12Q: 3 clusters Score -595172.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -595195.312500 Penalty: 4428.276855
	Iteration 13Q: 3 clusters Score -595195.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -595215.125000 Penalty: 4428.276855
	Iteration 14Q: 3 clusters Score -595215.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -595232.125000 Penalty: 4428.276855
	Iteration 15Q: 3 clusters Score -595232.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -595247.125000 Penalty: 4428.276855
	Iteration 16Q: 3 clusters Score -595247.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -595263.562500 Penalty: 4428.276855
	Iteration 17Q: 3 clusters Score -595263.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -595275.750000 Penalty: 4428.276855
	Iteration 18Q: 3 clusters Score -595275.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -595290.562500 Penalty: 4428.276855
	Iteration 19Q: 3 clusters Score -595290.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -595305.812500 Penalty: 4428.276855
	Iteration 20F: 3 clusters Score -595305.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -595316.312500 Penalty: 4428.276855
	Iteration 21Q: 3 clusters Score -595316.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -595329.500000 Penalty: 4428.276855
	Iteration 22Q: 3 clusters Score -595329.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -595345.500000 Penalty: 4428.276855
	Iteration 23Q: 3 clusters Score -595345.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -595363.875000 Penalty: 4428.276855
	Iteration 24Q: 3 clusters Score -595363.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -595380.375000 Penalty: 4428.276855
	Iteration 25Q: 3 clusters Score -595380.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -595397.125000 Penalty: 4428.276855
	Iteration 26Q: 3 clusters Score -595397.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -595413.375000 Penalty: 4428.276855
	Iteration 27Q: 3 clusters Score -595413.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -595434.750000 Penalty: 4428.276855
	Iteration 28Q: 3 clusters Score -595434.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -595463.250000 Penalty: 4428.276855
	Iteration 29Q: 3 clusters Score -595463.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -595493.062500 Penalty: 4428.276855
	Iteration 30Q: 3 clusters Score -595493.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -595535.250000 Penalty: 4428.276855
	Iteration 31Q: 3 clusters Score -595535.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -595576.562500 Penalty: 4428.276855
	Iteration 32Q: 3 clusters Score -595576.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -595633.250000 Penalty: 4428.276855
	Iteration 33Q: 3 clusters Score -595633.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -595701.250000 Penalty: 4428.276855
	Iteration 34Q: 3 clusters Score -595701.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -595785.125000 Penalty: 4428.276855
	Iteration 35Q: 3 clusters Score -595785.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -595880.875000 Penalty: 4428.276855
	Iteration 36Q: 3 clusters Score -595880.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -596005.062500 Penalty: 4428.276855
	Iteration 37Q: 3 clusters Score -596005.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -596144.750000 Penalty: 4428.276855
	Iteration 38Q: 3 clusters Score -596144.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -596304.125000 Penalty: 4428.276855
	Iteration 39Q: 3 clusters Score -596304.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -596452.625000 Penalty: 4428.276855
	Iteration 40F: 3 clusters Score -596452.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -596585.250000 Penalty: 4428.276855
	Iteration 41Q: 3 clusters Score -596585.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -596688.437500 Penalty: 4428.276855
	Iteration 42Q: 3 clusters Score -596688.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -596757.562500 Penalty: 4428.276855
	Iteration 43Q: 3 clusters Score -596757.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -596806.250000 Penalty: 4428.276855
	Iteration 44Q: 3 clusters Score -596806.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -596837.125000 Penalty: 4428.276855
	Iteration 45Q: 3 clusters Score -596837.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -596865.312500 Penalty: 4428.276855
	Iteration 46Q: 3 clusters Score -596865.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -596885.437500 Penalty: 4428.276855
	Iteration 47Q: 3 clusters Score -596885.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -596902.937500 Penalty: 4428.276855
	Iteration 48Q: 3 clusters Score -596902.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -596911.375000 Penalty: 4428.276855
	Iteration 49Q: 3 clusters Score -596911.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -596915.812500 Penalty: 4428.276855
	Iteration 50Q: 3 clusters Score -596915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -596921.812500 Penalty: 4428.276855
	Iteration 51Q: 3 clusters Score -596921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -596926.875000 Penalty: 4428.276855
	Iteration 52Q: 3 clusters Score -596926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -596930.312500 Penalty: 4428.276855
	Iteration 53Q: 3 clusters Score -596930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -596932.500000 Penalty: 4428.276855
	Iteration 54Q: 3 clusters Score -596932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -596933.687500 Penalty: 4428.276855
	Iteration 55Q: 3 clusters Score -596933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -596937.687500 Penalty: 4428.276855
	Iteration 56Q: 3 clusters Score -596937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -596940.875000 Penalty: 4428.276855
	Iteration 57Q: 3 clusters Score -596940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -596942.750000 Penalty: 4428.276855
	Iteration 58Q: 3 clusters Score -596942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -596944.187500 Penalty: 4428.276855
	Iteration 59Q: 3 clusters Score -596944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -596944.687500 Penalty: 4428.276855
	Iteration 60F: 3 clusters Score -596944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Entering Unmasked Estep 
Score: -11336810.000000 Penalty: 2936.990479
	Iteration 0F: 2 clusters Score -1.133681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -11243623.000000 Penalty: 5873.980957
	Iteration 0F: 3 clusters Score -1.124362e+07 nChanged 66295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -11281748.000000 Penalty: 5873.980957
	Iteration 1F: 3 clusters Score -1.128175e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -11282984.000000 Penalty: 5873.980957
	Iteration 2Q: 3 clusters Score -1.128298e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -11284568.000000 Penalty: 5873.980957
	Iteration 3Q: 3 clusters Score -1.128457e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -11287244.000000 Penalty: 5873.980957
	Iteration 4Q: 3 clusters Score -1.128724e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -11291417.000000 Penalty: 5873.980957
	Iteration 5F: 3 clusters Score -1.129142e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -11298596.000000 Penalty: 5873.980957
	Iteration 6F: 3 clusters Score -1.12986e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104240 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -11309297.000000 Penalty: 5873.980957
	Iteration 7F: 3 clusters Score -1.13093e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -11320930.000000 Penalty: 5873.980957
	Iteration 8F: 3 clusters Score -1.132093e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -11329662.000000 Penalty: 5873.980957
	Iteration 9Q: 3 clusters Score -1.132966e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -11333734.000000 Penalty: 5873.980957
	Iteration 10Q: 3 clusters Score -1.133373e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117964 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -11335371.000000 Penalty: 5873.980957
	Iteration 11Q: 3 clusters Score -1.133537e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -11336112.000000 Penalty: 5873.980957
	Iteration 12Q: 3 clusters Score -1.133611e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -11336692.000000 Penalty: 5873.980957
	Iteration 13Q: 3 clusters Score -1.133669e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116192 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -11337166.000000 Penalty: 5873.980957
	Iteration 14Q: 3 clusters Score -1.133717e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -11337648.000000 Penalty: 5873.980957
	Iteration 15Q: 3 clusters Score -1.133765e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -11338146.000000 Penalty: 5873.980957
	Iteration 16Q: 3 clusters Score -1.133815e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -11338653.000000 Penalty: 5873.980957
	Iteration 17Q: 3 clusters Score -1.133865e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -11339185.000000 Penalty: 5873.980957
	Iteration 18Q: 3 clusters Score -1.133918e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -11339726.000000 Penalty: 5873.980957
	Iteration 19Q: 3 clusters Score -1.133973e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -11340330.000000 Penalty: 5873.980957
	Iteration 20F: 3 clusters Score -1.134033e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -11340966.000000 Penalty: 5873.980957
	Iteration 21Q: 3 clusters Score -1.134097e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105496 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -11341638.000000 Penalty: 5873.980957
	Iteration 22Q: 3 clusters Score -1.134164e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -11342114.000000 Penalty: 5873.980957
	Iteration 23Q: 3 clusters Score -1.134211e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -11342521.000000 Penalty: 5873.980957
	Iteration 24Q: 3 clusters Score -1.134252e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -11342859.000000 Penalty: 5873.980957
	Iteration 25Q: 3 clusters Score -1.134286e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -11343152.000000 Penalty: 5873.980957
	Iteration 26Q: 3 clusters Score -1.134315e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99276 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -11343343.000000 Penalty: 5873.980957
	Iteration 27Q: 3 clusters Score -1.134334e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -11343505.000000 Penalty: 5873.980957
	Iteration 28Q: 3 clusters Score -1.13435e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97597 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -11343660.000000 Penalty: 5873.980957
	Iteration 29Q: 3 clusters Score -1.134366e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96940 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -11343758.000000 Penalty: 5873.980957
	Iteration 30Q: 3 clusters Score -1.134376e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96359 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -11343869.000000 Penalty: 5873.980957
	Iteration 31Q: 3 clusters Score -1.134387e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -11343924.000000 Penalty: 5873.980957
	Iteration 32Q: 3 clusters Score -1.134392e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -11344026.000000 Penalty: 5873.980957
	Iteration 33Q: 3 clusters Score -1.134403e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -11344129.000000 Penalty: 5873.980957
	Iteration 34Q: 3 clusters Score -1.134413e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -11344121.000000 Penalty: 5873.980957
	Iteration 35Q: 3 clusters Score -1.134412e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -11344117.000000 Penalty: 5873.980957
	Iteration 36Q: 3 clusters Score -1.134412e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -11344153.000000 Penalty: 5873.980957
	Iteration 37Q: 3 clusters Score -1.134415e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94130 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -11344167.000000 Penalty: 5873.980957
	Iteration 38Q: 3 clusters Score -1.134417e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -11344193.000000 Penalty: 5873.980957
	Iteration 39Q: 3 clusters Score -1.134419e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -11344205.000000 Penalty: 5873.980957
	Iteration 40F: 3 clusters Score -1.13442e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93638 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -11344203.000000 Penalty: 5873.980957
	Iteration 41Q: 3 clusters Score -1.13442e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -11344188.000000 Penalty: 5873.980957
	Iteration 42Q: 3 clusters Score -1.134419e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -11344189.000000 Penalty: 5873.980957
	Iteration 43Q: 3 clusters Score -1.134419e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -11344191.000000 Penalty: 5873.980957
	Iteration 44Q: 3 clusters Score -1.134419e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -11344193.000000 Penalty: 5873.980957
	Iteration 45Q: 3 clusters Score -1.134419e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -11344193.000000 Penalty: 5873.980957
	Iteration 46Q: 3 clusters Score -1.134419e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -11344218.000000 Penalty: 5873.980957
	Iteration 47Q: 3 clusters Score -1.134422e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -11344212.000000 Penalty: 5873.980957
	Iteration 48Q: 3 clusters Score -1.134421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -11344196.000000 Penalty: 5873.980957
	Iteration 49Q: 3 clusters Score -1.13442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -11344212.000000 Penalty: 5873.980957
	Iteration 50Q: 3 clusters Score -1.134421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -11344209.000000 Penalty: 5873.980957
	Iteration 51Q: 3 clusters Score -1.134421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -11344214.000000 Penalty: 5873.980957
	Iteration 52Q: 3 clusters Score -1.134421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -11344199.000000 Penalty: 5873.980957
	Iteration 53Q: 3 clusters Score -1.13442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92840 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -11344218.000000 Penalty: 5873.980957
	Iteration 54Q: 3 clusters Score -1.134422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -11344215.000000 Penalty: 5873.980957
	Iteration 55Q: 3 clusters Score -1.134422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -11344202.000000 Penalty: 5873.980957
	Iteration 56Q: 3 clusters Score -1.13442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -11344208.000000 Penalty: 5873.980957
	Iteration 57Q: 3 clusters Score -1.134421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -11344203.000000 Penalty: 5873.980957
	Iteration 58Q: 3 clusters Score -1.13442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -11344196.000000 Penalty: 5873.980957
	Iteration 59Q: 3 clusters Score -1.13442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -11344199.000000 Penalty: 5873.980957
	Iteration 60F: 3 clusters Score -1.13442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -11344206.000000 Penalty: 5873.980957
	Iteration 61Q: 3 clusters Score -1.134421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -11344201.000000 Penalty: 5873.980957
	Iteration 62Q: 3 clusters Score -1.13442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92793 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -11344201.000000 Penalty: 5873.980957
	Iteration 63F: 3 clusters Score -1.13442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 15995 members 
Mstep: Class 3 contains 25588 members 
Mstep: Class 4 contains 5887 members 
Mstep: Class 5 contains 156606 members 
Mstep: Class 6 contains 32158 members 
Mstep: Class 7 contains 41978 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 55983 members 
Mstep: Class 11 contains 887491 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 27551 members 
Mstep: Class 14 contains 42037 members 
Mstep: Class 15 contains 22431 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 18 contains 161091 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 30694 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 22229 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33208 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 14164 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5042 members 
Mstep: Class 32 contains 46273 members 
Entering Unmasked Estep 
Score: -142754128.000000 Penalty: 114399.593750
Splitting cluster 17 changes total score from -142747440.000000 to -142754128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (161091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Entering Unmasked Estep 
Score: -13132355.000000 Penalty: 2973.451904
	Iteration 0F: 2 clusters Score -1.313236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -13024600.000000 Penalty: 5946.903809
	Iteration 0F: 3 clusters Score -1.30246e+07 nChanged 77050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -13068515.000000 Penalty: 5946.903809
	Iteration 1F: 3 clusters Score -1.306852e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -13069428.000000 Penalty: 5946.903809
	Iteration 2Q: 3 clusters Score -1.306943e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -13070667.000000 Penalty: 5946.903809
	Iteration 3Q: 3 clusters Score -1.307067e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
Score: -13072514.000000 Penalty: 5946.903809
	Iteration 4Q: 3 clusters Score -1.307251e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -13075413.000000 Penalty: 5946.903809
	Iteration 5Q: 3 clusters Score -1.307541e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -13080112.000000 Penalty: 5946.903809
	Iteration 6Q: 3 clusters Score -1.308011e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -13087408.000000 Penalty: 5946.903809
	Iteration 7F: 3 clusters Score -1.308741e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123856 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -13097047.000000 Penalty: 5946.903809
	Iteration 8F: 3 clusters Score -1.309705e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135519 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -13107461.000000 Penalty: 5946.903809
	Iteration 9F: 3 clusters Score -1.310746e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -13116623.000000 Penalty: 5946.903809
	Iteration 10F: 3 clusters Score -1.311662e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -13122856.000000 Penalty: 5946.903809
	Iteration 11Q: 3 clusters Score -1.312286e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -13126303.000000 Penalty: 5946.903809
	Iteration 12Q: 3 clusters Score -1.31263e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158944 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13128061.000000 Penalty: 5946.903809
	Iteration 13Q: 3 clusters Score -1.312806e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -13128911.000000 Penalty: 5946.903809
	Iteration 14Q: 3 clusters Score -1.312891e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160388 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13129257.000000 Penalty: 5946.903809
	Iteration 15Q: 3 clusters Score -1.312926e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160592 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13129442.000000 Penalty: 5946.903809
	Iteration 16Q: 3 clusters Score -1.312944e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160692 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13129555.000000 Penalty: 5946.903809
	Iteration 17Q: 3 clusters Score -1.312956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160740 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13129630.000000 Penalty: 5946.903809
	Iteration 18Q: 3 clusters Score -1.312963e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -13129670.000000 Penalty: 5946.903809
	Iteration 19Q: 3 clusters Score -1.312967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160782 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13129701.000000 Penalty: 5946.903809
	Iteration 20F: 3 clusters Score -1.31297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160792 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13129712.000000 Penalty: 5946.903809
	Iteration 21Q: 3 clusters Score -1.312971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160796 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13129718.000000 Penalty: 5946.903809
	Iteration 22Q: 3 clusters Score -1.312972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160796 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13129732.000000 Penalty: 5946.903809
	Iteration 23Q: 3 clusters Score -1.312973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -13129736.000000 Penalty: 5946.903809
	Iteration 24Q: 3 clusters Score -1.312974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160800 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13129738.000000 Penalty: 5946.903809
	Iteration 25Q: 3 clusters Score -1.312974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160800 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -13129738.000000 Penalty: 5946.903809
	Iteration 26Q: 3 clusters Score -1.312974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13129741.000000 Penalty: 5946.903809
	Iteration 27Q: 3 clusters Score -1.312974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160803 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -13129749.000000 Penalty: 5946.903809
	Iteration 28Q: 3 clusters Score -1.312975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160807 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13129750.000000 Penalty: 5946.903809
	Iteration 29Q: 3 clusters Score -1.312975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160809 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13129756.000000 Penalty: 5946.903809
	Iteration 30Q: 3 clusters Score -1.312976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160807 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13129765.000000 Penalty: 5946.903809
	Iteration 31Q: 3 clusters Score -1.312976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160807 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13129756.000000 Penalty: 5946.903809
	Iteration 32Q: 3 clusters Score -1.312976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160807 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13129756.000000 Penalty: 5946.903809
	Iteration 33F: 3 clusters Score -1.312976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -295997.656250 Penalty: 2054.369141
	Iteration 0F: 2 clusters Score -295997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -292157.906250 Penalty: 4108.738281
	Iteration 0F: 3 clusters Score -292157.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -293100.968750 Penalty: 4108.738281
	Iteration 1F: 3 clusters Score -293101 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -293489.875000 Penalty: 4108.738281
	Iteration 2F: 3 clusters Score -293489.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -294010.968750 Penalty: 4108.738281
	Iteration 3F: 3 clusters Score -294011 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -294585.156250 Penalty: 4108.738281
	Iteration 4F: 3 clusters Score -294585.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -295046.656250 Penalty: 4108.738281
	Iteration 5F: 3 clusters Score -295046.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -295389.906250 Penalty: 4108.738281
	Iteration 6F: 3 clusters Score -295389.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -295629.187500 Penalty: 4108.738281
	Iteration 7Q: 3 clusters Score -295629.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -295749.093750 Penalty: 4108.738281
	Iteration 8Q: 3 clusters Score -295749.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -295812.531250 Penalty: 4108.738281
	Iteration 9Q: 3 clusters Score -295812.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -295828.562500 Penalty: 4108.738281
	Iteration 10Q: 3 clusters Score -295828.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -295835.437500 Penalty: 4108.738281
	Iteration 11Q: 3 clusters Score -295835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -295839.937500 Penalty: 4108.738281
	Iteration 12Q: 3 clusters Score -295839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -295839.750000 Penalty: 4108.738281
	Iteration 13Q: 3 clusters Score -295839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -295839.750000 Penalty: 4108.738281
	Iteration 14F: 3 clusters Score -295839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -308780.937500 Penalty: 2059.453369
	Iteration 0F: 2 clusters Score -308780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -304843.468750 Penalty: 4118.906738
	Iteration 0F: 3 clusters Score -304843.5 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -305713.343750 Penalty: 4118.906738
	Iteration 1F: 3 clusters Score -305713.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -305926.812500 Penalty: 4118.906738
	Iteration 2F: 3 clusters Score -305926.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -306041.375000 Penalty: 4118.906738
	Iteration 3Q: 3 clusters Score -306041.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -306128.531250 Penalty: 4118.906738
	Iteration 4Q: 3 clusters Score -306128.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -306219.218750 Penalty: 4118.906738
	Iteration 5Q: 3 clusters Score -306219.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -306302.750000 Penalty: 4118.906738
	Iteration 6Q: 3 clusters Score -306302.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -306363.656250 Penalty: 4118.906738
	Iteration 7Q: 3 clusters Score -306363.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -306412.906250 Penalty: 4118.906738
	Iteration 8Q: 3 clusters Score -306412.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -306452.625000 Penalty: 4118.906738
	Iteration 9Q: 3 clusters Score -306452.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -306491.906250 Penalty: 4118.906738
	Iteration 10Q: 3 clusters Score -306491.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -306526.593750 Penalty: 4118.906738
	Iteration 11Q: 3 clusters Score -306526.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -306568.218750 Penalty: 4118.906738
	Iteration 12Q: 3 clusters Score -306568.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -306611.343750 Penalty: 4118.906738
	Iteration 13Q: 3 clusters Score -306611.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -306653.937500 Penalty: 4118.906738
	Iteration 14Q: 3 clusters Score -306653.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -306698.187500 Penalty: 4118.906738
	Iteration 15Q: 3 clusters Score -306698.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -306724.531250 Penalty: 4118.906738
	Iteration 16Q: 3 clusters Score -306724.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -306751.031250 Penalty: 4118.906738
	Iteration 17Q: 3 clusters Score -306751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -306773.500000 Penalty: 4118.906738
	Iteration 18Q: 3 clusters Score -306773.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -306799.812500 Penalty: 4118.906738
	Iteration 19Q: 3 clusters Score -306799.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306825.281250 Penalty: 4118.906738
	Iteration 20F: 3 clusters Score -306825.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306850.843750 Penalty: 4118.906738
	Iteration 21Q: 3 clusters Score -306850.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -306872.593750 Penalty: 4118.906738
	Iteration 22Q: 3 clusters Score -306872.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -306890.781250 Penalty: 4118.906738
	Iteration 23Q: 3 clusters Score -306890.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -306904.125000 Penalty: 4118.906738
	Iteration 24Q: 3 clusters Score -306904.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -306922.031250 Penalty: 4118.906738
	Iteration 25Q: 3 clusters Score -306922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -306933.531250 Penalty: 4118.906738
	Iteration 26Q: 3 clusters Score -306933.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -306945.781250 Penalty: 4118.906738
	Iteration 27Q: 3 clusters Score -306945.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -306953.437500 Penalty: 4118.906738
	Iteration 28Q: 3 clusters Score -306953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -306963.468750 Penalty: 4118.906738
	Iteration 29Q: 3 clusters Score -306963.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -306971.781250 Penalty: 4118.906738
	Iteration 30Q: 3 clusters Score -306971.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -306976.812500 Penalty: 4118.906738
	Iteration 31Q: 3 clusters Score -306976.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -306981.781250 Penalty: 4118.906738
	Iteration 32Q: 3 clusters Score -306981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -306984.906250 Penalty: 4118.906738
	Iteration 33Q: 3 clusters Score -306984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -306987.843750 Penalty: 4118.906738
	Iteration 34Q: 3 clusters Score -306987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -306989.375000 Penalty: 4118.906738
	Iteration 35Q: 3 clusters Score -306989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -306991.312500 Penalty: 4118.906738
	Iteration 36Q: 3 clusters Score -306991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -306994.843750 Penalty: 4118.906738
	Iteration 37Q: 3 clusters Score -306994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -306997.875000 Penalty: 4118.906738
	Iteration 38Q: 3 clusters Score -306997.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -307001.125000 Penalty: 4118.906738
	Iteration 39Q: 3 clusters Score -307001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -307003.968750 Penalty: 4118.906738
	Iteration 40F: 3 clusters Score -307004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -307004.968750 Penalty: 4118.906738
	Iteration 41Q: 3 clusters Score -307005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -307007.218750 Penalty: 4118.906738
	Iteration 42Q: 3 clusters Score -307007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -307008.250000 Penalty: 4118.906738
	Iteration 43Q: 3 clusters Score -307008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -307009.312500 Penalty: 4118.906738
	Iteration 44Q: 3 clusters Score -307009.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -307009.312500 Penalty: 4118.906738
	Iteration 45F: 3 clusters Score -307009.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -205734.984375 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -205735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -202654.484375 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -202654.5 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -203211.843750 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -203211.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -203396.234375 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -203396.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -203525.437500 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -203525.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -203619.343750 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -203619.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -203695.890625 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -203695.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -203772.609375 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -203772.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -203851.421875 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -203851.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -203924.937500 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -203924.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -203981.812500 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -203981.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -204030.437500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -204030.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -204070.171875 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -204070.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -204103.109375 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -204103.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -204129.718750 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -204129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -204144.375000 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -204144.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -204160.500000 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -204160.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -204179.203125 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -204179.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -204204.703125 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -204204.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -204228.500000 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -204228.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -204250.140625 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -204250.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -204278.859375 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -204278.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -204316.203125 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -204316.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -204361.546875 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -204361.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -204428.609375 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -204428.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -204522.593750 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -204522.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -204668.359375 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -204668.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -204862.250000 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -204862.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -205043.078125 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -205043.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -205187.687500 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -205187.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -205285.906250 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -205285.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -205339.812500 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -205339.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -205364.812500 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -205364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -205369.406250 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -205369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -205370.171875 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -205370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -205371.062500 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -205371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -205371.062500 Penalty: 3925.287842
	Iteration 35F: 3 clusters Score -205371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Entering Unmasked Estep 
Score: -2223422.000000 Penalty: 2562.291992
	Iteration 0F: 2 clusters Score -2223422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2202562.500000 Penalty: 5124.583984
	Iteration 0F: 3 clusters Score -2202562 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2210078.750000 Penalty: 5124.583984
	Iteration 1F: 3 clusters Score -2210079 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2210756.000000 Penalty: 5124.583984
	Iteration 2F: 3 clusters Score -2210756 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2211546.000000 Penalty: 5124.583984
	Iteration 3F: 3 clusters Score -2211546 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2212509.750000 Penalty: 5124.583984
	Iteration 4F: 3 clusters Score -2212510 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2213676.000000 Penalty: 5124.583984
	Iteration 5F: 3 clusters Score -2213676 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2214955.500000 Penalty: 5124.583984
	Iteration 6F: 3 clusters Score -2214956 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2216147.000000 Penalty: 5124.583984
	Iteration 7F: 3 clusters Score -2216147 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2217056.750000 Penalty: 5124.583984
	Iteration 8F: 3 clusters Score -2217057 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2217749.000000 Penalty: 5124.583984
	Iteration 9Q: 3 clusters Score -2217749 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2218277.500000 Penalty: 5124.583984
	Iteration 10Q: 3 clusters Score -2218278 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2218665.500000 Penalty: 5124.583984
	Iteration 11Q: 3 clusters Score -2218666 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2218978.250000 Penalty: 5124.583984
	Iteration 12Q: 3 clusters Score -2218978 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2219167.250000 Penalty: 5124.583984
	Iteration 13Q: 3 clusters Score -2219167 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2219326.750000 Penalty: 5124.583984
	Iteration 14Q: 3 clusters Score -2219327 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2219419.750000 Penalty: 5124.583984
	Iteration 15Q: 3 clusters Score -2219420 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2219460.500000 Penalty: 5124.583984
	Iteration 16Q: 3 clusters Score -2219460 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2219513.750000 Penalty: 5124.583984
	Iteration 17Q: 3 clusters Score -2219514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2219537.750000 Penalty: 5124.583984
	Iteration 18Q: 3 clusters Score -2219538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2219576.750000 Penalty: 5124.583984
	Iteration 19Q: 3 clusters Score -2219577 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2219623.750000 Penalty: 5124.583984
	Iteration 20F: 3 clusters Score -2219624 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2219644.500000 Penalty: 5124.583984
	Iteration 21Q: 3 clusters Score -2219644 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2219680.000000 Penalty: 5124.583984
	Iteration 22Q: 3 clusters Score -2219680 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2219707.000000 Penalty: 5124.583984
	Iteration 23Q: 3 clusters Score -2219707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2219731.500000 Penalty: 5124.583984
	Iteration 24Q: 3 clusters Score -2219732 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2219776.750000 Penalty: 5124.583984
	Iteration 25Q: 3 clusters Score -2219777 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2219804.000000 Penalty: 5124.583984
	Iteration 26Q: 3 clusters Score -2219804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2219822.000000 Penalty: 5124.583984
	Iteration 27Q: 3 clusters Score -2219822 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2219850.250000 Penalty: 5124.583984
	Iteration 28Q: 3 clusters Score -2219850 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2219866.250000 Penalty: 5124.583984
	Iteration 29Q: 3 clusters Score -2219866 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2219886.750000 Penalty: 5124.583984
	Iteration 30Q: 3 clusters Score -2219887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2219901.750000 Penalty: 5124.583984
	Iteration 31Q: 3 clusters Score -2219902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2219911.000000 Penalty: 5124.583984
	Iteration 32Q: 3 clusters Score -2219911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2219923.000000 Penalty: 5124.583984
	Iteration 33Q: 3 clusters Score -2219923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2219937.250000 Penalty: 5124.583984
	Iteration 34Q: 3 clusters Score -2219937 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2219950.250000 Penalty: 5124.583984
	Iteration 35Q: 3 clusters Score -2219950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2219973.250000 Penalty: 5124.583984
	Iteration 36Q: 3 clusters Score -2219973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2219999.250000 Penalty: 5124.583984
	Iteration 37Q: 3 clusters Score -2219999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2220010.250000 Penalty: 5124.583984
	Iteration 38Q: 3 clusters Score -2220010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2220026.000000 Penalty: 5124.583984
	Iteration 39Q: 3 clusters Score -2220026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2220055.750000 Penalty: 5124.583984
	Iteration 40F: 3 clusters Score -2220056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2220069.750000 Penalty: 5124.583984
	Iteration 41Q: 3 clusters Score -2220070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2220083.250000 Penalty: 5124.583984
	Iteration 42Q: 3 clusters Score -2220083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2220095.250000 Penalty: 5124.583984
	Iteration 43Q: 3 clusters Score -2220095 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2220110.500000 Penalty: 5124.583984
	Iteration 44Q: 3 clusters Score -2220110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2220115.000000 Penalty: 5124.583984
	Iteration 45Q: 3 clusters Score -2220115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2220124.500000 Penalty: 5124.583984
	Iteration 46Q: 3 clusters Score -2220124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2220134.000000 Penalty: 5124.583984
	Iteration 47Q: 3 clusters Score -2220134 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2220144.250000 Penalty: 5124.583984
	Iteration 48Q: 3 clusters Score -2220144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2220146.250000 Penalty: 5124.583984
	Iteration 49Q: 3 clusters Score -2220146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2220158.500000 Penalty: 5124.583984
	Iteration 50Q: 3 clusters Score -2220158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2220169.500000 Penalty: 5124.583984
	Iteration 51Q: 3 clusters Score -2220170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2220168.500000 Penalty: 5124.583984
	Iteration 52Q: 3 clusters Score -2220168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2220178.750000 Penalty: 5124.583984
	Iteration 53Q: 3 clusters Score -2220179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2220183.000000 Penalty: 5124.583984
	Iteration 54Q: 3 clusters Score -2220183 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2220195.000000 Penalty: 5124.583984
	Iteration 55Q: 3 clusters Score -2220195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2220200.000000 Penalty: 5124.583984
	Iteration 56Q: 3 clusters Score -2220200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2220211.250000 Penalty: 5124.583984
	Iteration 57Q: 3 clusters Score -2220211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2220216.250000 Penalty: 5124.583984
	Iteration 58Q: 3 clusters Score -2220216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2220226.000000 Penalty: 5124.583984
	Iteration 59Q: 3 clusters Score -2220226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2220237.000000 Penalty: 5124.583984
	Iteration 60F: 3 clusters Score -2220237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2220247.750000 Penalty: 5124.583984
	Iteration 61Q: 3 clusters Score -2220248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2220247.750000 Penalty: 5124.583984
	Iteration 62Q: 3 clusters Score -2220248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2220255.500000 Penalty: 5124.583984
	Iteration 63Q: 3 clusters Score -2220256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2220250.500000 Penalty: 5124.583984
	Iteration 64Q: 3 clusters Score -2220250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2220255.250000 Penalty: 5124.583984
	Iteration 65Q: 3 clusters Score -2220255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2220256.750000 Penalty: 5124.583984
	Iteration 66Q: 3 clusters Score -2220257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2220262.000000 Penalty: 5124.583984
	Iteration 67Q: 3 clusters Score -2220262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2220253.500000 Penalty: 5124.583984
	Iteration 68Q: 3 clusters Score -2220254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2220269.000000 Penalty: 5124.583984
	Iteration 69Q: 3 clusters Score -2220269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2220273.750000 Penalty: 5124.583984
	Iteration 70Q: 3 clusters Score -2220274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2220278.250000 Penalty: 5124.583984
	Iteration 71Q: 3 clusters Score -2220278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2220285.750000 Penalty: 5124.583984
	Iteration 72Q: 3 clusters Score -2220286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2220289.000000 Penalty: 5124.583984
	Iteration 73Q: 3 clusters Score -2220289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2220303.000000 Penalty: 5124.583984
	Iteration 74Q: 3 clusters Score -2220303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2220307.500000 Penalty: 5124.583984
	Iteration 75Q: 3 clusters Score -2220308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2220316.500000 Penalty: 5124.583984
	Iteration 76Q: 3 clusters Score -2220316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2220316.250000 Penalty: 5124.583984
	Iteration 77Q: 3 clusters Score -2220316 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2220330.250000 Penalty: 5124.583984
	Iteration 78Q: 3 clusters Score -2220330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2220346.000000 Penalty: 5124.583984
	Iteration 79Q: 3 clusters Score -2220346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2220359.500000 Penalty: 5124.583984
	Iteration 80F: 3 clusters Score -2220360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2220377.250000 Penalty: 5124.583984
	Iteration 81Q: 3 clusters Score -2220377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2220395.500000 Penalty: 5124.583984
	Iteration 82Q: 3 clusters Score -2220396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2220406.000000 Penalty: 5124.583984
	Iteration 83Q: 3 clusters Score -2220406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2220418.500000 Penalty: 5124.583984
	Iteration 84Q: 3 clusters Score -2220418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2220437.750000 Penalty: 5124.583984
	Iteration 85Q: 3 clusters Score -2220438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2220464.250000 Penalty: 5124.583984
	Iteration 86Q: 3 clusters Score -2220464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2220475.500000 Penalty: 5124.583984
	Iteration 87Q: 3 clusters Score -2220476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2220504.250000 Penalty: 5124.583984
	Iteration 88Q: 3 clusters Score -2220504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2220513.250000 Penalty: 5124.583984
	Iteration 89Q: 3 clusters Score -2220513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2220521.500000 Penalty: 5124.583984
	Iteration 90Q: 3 clusters Score -2220522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2220545.250000 Penalty: 5124.583984
	Iteration 91Q: 3 clusters Score -2220545 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2220562.250000 Penalty: 5124.583984
	Iteration 92Q: 3 clusters Score -2220562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2220595.250000 Penalty: 5124.583984
	Iteration 93Q: 3 clusters Score -2220595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2220617.500000 Penalty: 5124.583984
	Iteration 94Q: 3 clusters Score -2220618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2220641.500000 Penalty: 5124.583984
	Iteration 95Q: 3 clusters Score -2220642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2220664.250000 Penalty: 5124.583984
	Iteration 96Q: 3 clusters Score -2220664 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2220680.000000 Penalty: 5124.583984
	Iteration 97Q: 3 clusters Score -2220680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2220705.000000 Penalty: 5124.583984
	Iteration 98Q: 3 clusters Score -2220705 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2220734.750000 Penalty: 5124.583984
	Iteration 99Q: 3 clusters Score -2220735 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2220759.500000 Penalty: 5124.583984
	Iteration 100F: 3 clusters Score -2220760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2220774.000000 Penalty: 5124.583984
	Iteration 101Q: 3 clusters Score -2220774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2220802.500000 Penalty: 5124.583984
	Iteration 102Q: 3 clusters Score -2220802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2220833.250000 Penalty: 5124.583984
	Iteration 103Q: 3 clusters Score -2220833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2220852.750000 Penalty: 5124.583984
	Iteration 104Q: 3 clusters Score -2220853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2220880.000000 Penalty: 5124.583984
	Iteration 105Q: 3 clusters Score -2220880 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2220900.250000 Penalty: 5124.583984
	Iteration 106Q: 3 clusters Score -2220900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2220926.000000 Penalty: 5124.583984
	Iteration 107Q: 3 clusters Score -2220926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2220947.500000 Penalty: 5124.583984
	Iteration 108Q: 3 clusters Score -2220948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2220979.750000 Penalty: 5124.583984
	Iteration 109Q: 3 clusters Score -2220980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2220997.000000 Penalty: 5124.583984
	Iteration 110Q: 3 clusters Score -2220997 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2221010.000000 Penalty: 5124.583984
	Iteration 111Q: 3 clusters Score -2221010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2221035.000000 Penalty: 5124.583984
	Iteration 112Q: 3 clusters Score -2221035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2221049.500000 Penalty: 5124.583984
	Iteration 113Q: 3 clusters Score -2221050 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2221070.250000 Penalty: 5124.583984
	Iteration 114Q: 3 clusters Score -2221070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2221090 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2221121.000000 Penalty: 5124.583984
	Iteration 116Q: 3 clusters Score -2221121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2221144.250000 Penalty: 5124.583984
	Iteration 117Q: 3 clusters Score -2221144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2221169.250000 Penalty: 5124.583984
	Iteration 118Q: 3 clusters Score -2221169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2221197.250000 Penalty: 5124.583984
	Iteration 119Q: 3 clusters Score -2221197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2221213.000000 Penalty: 5124.583984
	Iteration 120F: 3 clusters Score -2221213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2221227.000000 Penalty: 5124.583984
	Iteration 121Q: 3 clusters Score -2221227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2221254.500000 Penalty: 5124.583984
	Iteration 122Q: 3 clusters Score -2221254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2221284.250000 Penalty: 5124.583984
	Iteration 123Q: 3 clusters Score -2221284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2221302.250000 Penalty: 5124.583984
	Iteration 124Q: 3 clusters Score -2221302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2221321.500000 Penalty: 5124.583984
	Iteration 125Q: 3 clusters Score -2221322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2221330.000000 Penalty: 5124.583984
	Iteration 126Q: 3 clusters Score -2221330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2221347.000000 Penalty: 5124.583984
	Iteration 127Q: 3 clusters Score -2221347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2221369.250000 Penalty: 5124.583984
	Iteration 128Q: 3 clusters Score -2221369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2221387.500000 Penalty: 5124.583984
	Iteration 129Q: 3 clusters Score -2221388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2221395.750000 Penalty: 5124.583984
	Iteration 130Q: 3 clusters Score -2221396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2221407.000000 Penalty: 5124.583984
	Iteration 131Q: 3 clusters Score -2221407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2221424.000000 Penalty: 5124.583984
	Iteration 132Q: 3 clusters Score -2221424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2221436.000000 Penalty: 5124.583984
	Iteration 133Q: 3 clusters Score -2221436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2221457.500000 Penalty: 5124.583984
	Iteration 134Q: 3 clusters Score -2221458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2221470.750000 Penalty: 5124.583984
	Iteration 135Q: 3 clusters Score -2221471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2221481.250000 Penalty: 5124.583984
	Iteration 136Q: 3 clusters Score -2221481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2221493.250000 Penalty: 5124.583984
	Iteration 137Q: 3 clusters Score -2221493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2221503.750000 Penalty: 5124.583984
	Iteration 138Q: 3 clusters Score -2221504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2221521.000000 Penalty: 5124.583984
	Iteration 139Q: 3 clusters Score -2221521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2221523.500000 Penalty: 5124.583984
	Iteration 140F: 3 clusters Score -2221524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2221528.250000 Penalty: 5124.583984
	Iteration 141Q: 3 clusters Score -2221528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2221528.500000 Penalty: 5124.583984
	Iteration 142Q: 3 clusters Score -2221528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2221538.500000 Penalty: 5124.583984
	Iteration 143Q: 3 clusters Score -2221538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2221537.750000 Penalty: 5124.583984
	Iteration 144Q: 3 clusters Score -2221538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2221539.000000 Penalty: 5124.583984
	Iteration 145Q: 3 clusters Score -2221539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2221538.250000 Penalty: 5124.583984
	Iteration 146Q: 3 clusters Score -2221538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2221540.250000 Penalty: 5124.583984
	Iteration 147Q: 3 clusters Score -2221540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2221541.250000 Penalty: 5124.583984
	Iteration 148Q: 3 clusters Score -2221541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2221546.000000 Penalty: 5124.583984
	Iteration 149Q: 3 clusters Score -2221546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2221545.250000 Penalty: 5124.583984
	Iteration 150Q: 3 clusters Score -2221545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2221551.500000 Penalty: 5124.583984
	Iteration 151Q: 3 clusters Score -2221552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2221555.500000 Penalty: 5124.583984
	Iteration 152Q: 3 clusters Score -2221556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2221560.500000 Penalty: 5124.583984
	Iteration 153Q: 3 clusters Score -2221560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2221558.250000 Penalty: 5124.583984
	Iteration 154Q: 3 clusters Score -2221558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2221563.500000 Penalty: 5124.583984
	Iteration 155Q: 3 clusters Score -2221564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2221561.250000 Penalty: 5124.583984
	Iteration 156Q: 3 clusters Score -2221561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2221563.500000 Penalty: 5124.583984
	Iteration 157Q: 3 clusters Score -2221564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2221561.000000 Penalty: 5124.583984
	Iteration 158Q: 3 clusters Score -2221561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2221565.750000 Penalty: 5124.583984
	Iteration 159Q: 3 clusters Score -2221566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2221564.500000 Penalty: 5124.583984
	Iteration 160F: 3 clusters Score -2221564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2221567.000000 Penalty: 5124.583984
	Iteration 161Q: 3 clusters Score -2221567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2221561.750000 Penalty: 5124.583984
	Iteration 162Q: 3 clusters Score -2221562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2221562.500000 Penalty: 5124.583984
	Iteration 163Q: 3 clusters Score -2221562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2221566.750000 Penalty: 5124.583984
	Iteration 164Q: 3 clusters Score -2221567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2221566.000000 Penalty: 5124.583984
	Iteration 165Q: 3 clusters Score -2221566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2221567.750000 Penalty: 5124.583984
	Iteration 166Q: 3 clusters Score -2221568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2221569.000000 Penalty: 5124.583984
	Iteration 167Q: 3 clusters Score -2221569 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2221569.000000 Penalty: 5124.583984
	Iteration 168F: 3 clusters Score -2221569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11029 members 
Entering Unmasked Estep 
Score: -839110.187500 Penalty: 2308.454346
	Iteration 0F: 2 clusters Score -839110.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -830776.125000 Penalty: 4616.908691
	Iteration 0F: 3 clusters Score -830776.1 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -833290.000000 Penalty: 4616.908691
	Iteration 1F: 3 clusters Score -833290 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -833636.312500 Penalty: 4616.908691
	Iteration 2F: 3 clusters Score -833636.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -833992.312500 Penalty: 4616.908691
	Iteration 3F: 3 clusters Score -833992.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -834390.500000 Penalty: 4616.908691
	Iteration 4Q: 3 clusters Score -834390.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -834957.687500 Penalty: 4616.908691
	Iteration 5F: 3 clusters Score -834957.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -835595.250000 Penalty: 4616.908691
	Iteration 6F: 3 clusters Score -835595.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -836171.750000 Penalty: 4616.908691
	Iteration 7F: 3 clusters Score -836171.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -836694.062500 Penalty: 4616.908691
	Iteration 8F: 3 clusters Score -836694.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -837156.812500 Penalty: 4616.908691
	Iteration 9F: 3 clusters Score -837156.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -837528.812500 Penalty: 4616.908691
	Iteration 10Q: 3 clusters Score -837528.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -837791.125000 Penalty: 4616.908691
	Iteration 11Q: 3 clusters Score -837791.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -837966.812500 Penalty: 4616.908691
	Iteration 12Q: 3 clusters Score -837966.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -838081.062500 Penalty: 4616.908691
	Iteration 13Q: 3 clusters Score -838081.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -838140.750000 Penalty: 4616.908691
	Iteration 14Q: 3 clusters Score -838140.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -838177.937500 Penalty: 4616.908691
	Iteration 15Q: 3 clusters Score -838177.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -838204.437500 Penalty: 4616.908691
	Iteration 16Q: 3 clusters Score -838204.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -838224.687500 Penalty: 4616.908691
	Iteration 17Q: 3 clusters Score -838224.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -838237.750000 Penalty: 4616.908691
	Iteration 18Q: 3 clusters Score -838237.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -838244.687500 Penalty: 4616.908691
	Iteration 19Q: 3 clusters Score -838244.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -838252.187500 Penalty: 4616.908691
	Iteration 20F: 3 clusters Score -838252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -838257.625000 Penalty: 4616.908691
	Iteration 21Q: 3 clusters Score -838257.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -838262.937500 Penalty: 4616.908691
	Iteration 22Q: 3 clusters Score -838262.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -838271.250000 Penalty: 4616.908691
	Iteration 23Q: 3 clusters Score -838271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -838278.687500 Penalty: 4616.908691
	Iteration 24Q: 3 clusters Score -838278.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -838280.000000 Penalty: 4616.908691
	Iteration 25Q: 3 clusters Score -838280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -838284.000000 Penalty: 4616.908691
	Iteration 26Q: 3 clusters Score -838284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -838286.812500 Penalty: 4616.908691
	Iteration 27Q: 3 clusters Score -838286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -838287.812500 Penalty: 4616.908691
	Iteration 28Q: 3 clusters Score -838287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -838290.187500 Penalty: 4616.908691
	Iteration 29Q: 3 clusters Score -838290.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -838292.187500 Penalty: 4616.908691
	Iteration 30Q: 3 clusters Score -838292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -838294.500000 Penalty: 4616.908691
	Iteration 31Q: 3 clusters Score -838294.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -838296.812500 Penalty: 4616.908691
	Iteration 32Q: 3 clusters Score -838296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -838296.375000 Penalty: 4616.908691
	Iteration 33Q: 3 clusters Score -838296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -838295.500000 Penalty: 4616.908691
	Iteration 34Q: 3 clusters Score -838295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -838297.500000 Penalty: 4616.908691
	Iteration 35Q: 3 clusters Score -838297.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -838297.625000 Penalty: 4616.908691
	Iteration 36Q: 3 clusters Score -838297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -838297.625000 Penalty: 4616.908691
	Iteration 37Q: 3 clusters Score -838297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -838294.937500 Penalty: 4616.908691
	Iteration 38Q: 3 clusters Score -838294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -838294.937500 Penalty: 4616.908691
	Iteration 39F: 3 clusters Score -838294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Entering Unmasked Estep 
Score: -1821522.750000 Penalty: 2482.270020
	Iteration 0F: 2 clusters Score -1821523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1806126.375000 Penalty: 4964.540039
	Iteration 0F: 3 clusters Score -1806126 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1811354.125000 Penalty: 4964.540039
	Iteration 1F: 3 clusters Score -1811354 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1811768.375000 Penalty: 4964.540039
	Iteration 2F: 3 clusters Score -1811768 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1812091.750000 Penalty: 4964.540039
	Iteration 3Q: 3 clusters Score -1812092 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1812385.500000 Penalty: 4964.540039
	Iteration 4Q: 3 clusters Score -1812386 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1812686.750000 Penalty: 4964.540039
	Iteration 5Q: 3 clusters Score -1812687 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1813042.500000 Penalty: 4964.540039
	Iteration 6Q: 3 clusters Score -1813042 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1813410.250000 Penalty: 4964.540039
	Iteration 7Q: 3 clusters Score -1813410 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1813804.500000 Penalty: 4964.540039
	Iteration 8Q: 3 clusters Score -1813804 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1814295.375000 Penalty: 4964.540039
	Iteration 9Q: 3 clusters Score -1814295 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1814855.625000 Penalty: 4964.540039
	Iteration 10Q: 3 clusters Score -1814856 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1815428.500000 Penalty: 4964.540039
	Iteration 11Q: 3 clusters Score -1815428 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1815979.125000 Penalty: 4964.540039
	Iteration 12Q: 3 clusters Score -1815979 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1816438.625000 Penalty: 4964.540039
	Iteration 13Q: 3 clusters Score -1816439 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1816844.250000 Penalty: 4964.540039
	Iteration 14Q: 3 clusters Score -1816844 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1817208.125000 Penalty: 4964.540039
	Iteration 15Q: 3 clusters Score -1817208 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1817469.000000 Penalty: 4964.540039
	Iteration 16Q: 3 clusters Score -1817469 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1817672.500000 Penalty: 4964.540039
	Iteration 17Q: 3 clusters Score -1817672 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1817856.250000 Penalty: 4964.540039
	Iteration 18Q: 3 clusters Score -1817856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1818008.750000 Penalty: 4964.540039
	Iteration 19Q: 3 clusters Score -1818009 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1818168.875000 Penalty: 4964.540039
	Iteration 20F: 3 clusters Score -1818169 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1818332.000000 Penalty: 4964.540039
	Iteration 21Q: 3 clusters Score -1818332 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1818472.750000 Penalty: 4964.540039
	Iteration 22Q: 3 clusters Score -1818473 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1818628.375000 Penalty: 4964.540039
	Iteration 23Q: 3 clusters Score -1818628 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1818761.375000 Penalty: 4964.540039
	Iteration 24Q: 3 clusters Score -1818761 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1818877.875000 Penalty: 4964.540039
	Iteration 25Q: 3 clusters Score -1818878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1818969.000000 Penalty: 4964.540039
	Iteration 26Q: 3 clusters Score -1818969 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1819056.375000 Penalty: 4964.540039
	Iteration 27Q: 3 clusters Score -1819056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1819127.375000 Penalty: 4964.540039
	Iteration 28Q: 3 clusters Score -1819127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1819173.750000 Penalty: 4964.540039
	Iteration 29Q: 3 clusters Score -1819174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1819221.750000 Penalty: 4964.540039
	Iteration 30Q: 3 clusters Score -1819222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1819253.250000 Penalty: 4964.540039
	Iteration 31Q: 3 clusters Score -1819253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1819288.375000 Penalty: 4964.540039
	Iteration 32Q: 3 clusters Score -1819288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1819314.375000 Penalty: 4964.540039
	Iteration 33Q: 3 clusters Score -1819314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1819334.250000 Penalty: 4964.540039
	Iteration 34Q: 3 clusters Score -1819334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1819350.000000 Penalty: 4964.540039
	Iteration 35Q: 3 clusters Score -1819350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1819357.500000 Penalty: 4964.540039
	Iteration 36Q: 3 clusters Score -1819358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1819364.625000 Penalty: 4964.540039
	Iteration 37Q: 3 clusters Score -1819365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1819367.000000 Penalty: 4964.540039
	Iteration 38Q: 3 clusters Score -1819367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1819370.625000 Penalty: 4964.540039
	Iteration 39Q: 3 clusters Score -1819371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1819373.750000 Penalty: 4964.540039
	Iteration 40F: 3 clusters Score -1819374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1819375.000000 Penalty: 4964.540039
	Iteration 41Q: 3 clusters Score -1819375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1819376.875000 Penalty: 4964.540039
	Iteration 42Q: 3 clusters Score -1819377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1819376.750000 Penalty: 4964.540039
	Iteration 43Q: 3 clusters Score -1819377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1819377.875000 Penalty: 4964.540039
	Iteration 44Q: 3 clusters Score -1819378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1819379.000000 Penalty: 4964.540039
	Iteration 45Q: 3 clusters Score -1819379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1819382.125000 Penalty: 4964.540039
	Iteration 46Q: 3 clusters Score -1819382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1819382.250000 Penalty: 4964.540039
	Iteration 47Q: 3 clusters Score -1819382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1819383.875000 Penalty: 4964.540039
	Iteration 48Q: 3 clusters Score -1819384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1819383.875000 Penalty: 4964.540039
	Iteration 49F: 3 clusters Score -1819384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -346707.187500 Penalty: 2082.246338
	Iteration 0F: 2 clusters Score -346707.2 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 2208 members 
Entering Unmasked Estep 
Score: -342529.000000 Penalty: 4164.492676
	Iteration 0F: 3 clusters Score -342529 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -343441.500000 Penalty: 4164.492676
	Iteration 1F: 3 clusters Score -343441.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -343632.687500 Penalty: 4164.492676
	Iteration 2F: 3 clusters Score -343632.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -343748.375000 Penalty: 4164.492676
	Iteration 3Q: 3 clusters Score -343748.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -343830.000000 Penalty: 4164.492676
	Iteration 4Q: 3 clusters Score -343830 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -343883.937500 Penalty: 4164.492676
	Iteration 5Q: 3 clusters Score -343883.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -343928.531250 Penalty: 4164.492676
	Iteration 6Q: 3 clusters Score -343928.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -343964.312500 Penalty: 4164.492676
	Iteration 7Q: 3 clusters Score -343964.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -343989.625000 Penalty: 4164.492676
	Iteration 8Q: 3 clusters Score -343989.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -344006.781250 Penalty: 4164.492676
	Iteration 9Q: 3 clusters Score -344006.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -344019.468750 Penalty: 4164.492676
	Iteration 10Q: 3 clusters Score -344019.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -344030.312500 Penalty: 4164.492676
	Iteration 11Q: 3 clusters Score -344030.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -344040.312500 Penalty: 4164.492676
	Iteration 12Q: 3 clusters Score -344040.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -344052.156250 Penalty: 4164.492676
	Iteration 13Q: 3 clusters Score -344052.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -344060.031250 Penalty: 4164.492676
	Iteration 14Q: 3 clusters Score -344060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -344067.406250 Penalty: 4164.492676
	Iteration 15Q: 3 clusters Score -344067.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -344074.281250 Penalty: 4164.492676
	Iteration 16Q: 3 clusters Score -344074.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -344082.781250 Penalty: 4164.492676
	Iteration 17Q: 3 clusters Score -344082.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -344090.843750 Penalty: 4164.492676
	Iteration 18Q: 3 clusters Score -344090.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -344098.937500 Penalty: 4164.492676
	Iteration 19Q: 3 clusters Score -344098.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -344107.031250 Penalty: 4164.492676
	Iteration 20F: 3 clusters Score -344107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -344112.687500 Penalty: 4164.492676
	Iteration 21Q: 3 clusters Score -344112.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -344117.593750 Penalty: 4164.492676
	Iteration 22Q: 3 clusters Score -344117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -344122.437500 Penalty: 4164.492676
	Iteration 23Q: 3 clusters Score -344122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -344127.625000 Penalty: 4164.492676
	Iteration 24Q: 3 clusters Score -344127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -344131.656250 Penalty: 4164.492676
	Iteration 25Q: 3 clusters Score -344131.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -344134.468750 Penalty: 4164.492676
	Iteration 26Q: 3 clusters Score -344134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -344136.250000 Penalty: 4164.492676
	Iteration 27Q: 3 clusters Score -344136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -344138.000000 Penalty: 4164.492676
	Iteration 28Q: 3 clusters Score -344138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -344139.281250 Penalty: 4164.492676
	Iteration 29Q: 3 clusters Score -344139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -344140.000000 Penalty: 4164.492676
	Iteration 30Q: 3 clusters Score -344140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -344140.093750 Penalty: 4164.492676
	Iteration 31Q: 3 clusters Score -344140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -344140.781250 Penalty: 4164.492676
	Iteration 32Q: 3 clusters Score -344140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -344140.781250 Penalty: 4164.492676
	Iteration 33F: 3 clusters Score -344140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -256890.046875 Penalty: 2007.784058
	Iteration 0F: 2 clusters Score -256890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -253465.812500 Penalty: 4015.568115
	Iteration 0F: 3 clusters Score -253465.8 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -254132.937500 Penalty: 4015.568115
	Iteration 1F: 3 clusters Score -254132.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -254302.546875 Penalty: 4015.568115
	Iteration 2F: 3 clusters Score -254302.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -254399.937500 Penalty: 4015.568115
	Iteration 3Q: 3 clusters Score -254399.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -254457.890625 Penalty: 4015.568115
	Iteration 4Q: 3 clusters Score -254457.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -254489.890625 Penalty: 4015.568115
	Iteration 5Q: 3 clusters Score -254489.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -254518.015625 Penalty: 4015.568115
	Iteration 6Q: 3 clusters Score -254518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -254544.625000 Penalty: 4015.568115
	Iteration 7Q: 3 clusters Score -254544.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -254560.062500 Penalty: 4015.568115
	Iteration 8Q: 3 clusters Score -254560.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -254577.734375 Penalty: 4015.568115
	Iteration 9Q: 3 clusters Score -254577.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -254592.437500 Penalty: 4015.568115
	Iteration 10Q: 3 clusters Score -254592.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -254605.609375 Penalty: 4015.568115
	Iteration 11Q: 3 clusters Score -254605.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -254619.421875 Penalty: 4015.568115
	Iteration 12Q: 3 clusters Score -254619.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -254634.109375 Penalty: 4015.568115
	Iteration 13Q: 3 clusters Score -254634.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -254647.875000 Penalty: 4015.568115
	Iteration 14Q: 3 clusters Score -254647.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -254660.671875 Penalty: 4015.568115
	Iteration 15Q: 3 clusters Score -254660.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -254685.375000 Penalty: 4015.568115
	Iteration 16Q: 3 clusters Score -254685.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -254710.609375 Penalty: 4015.568115
	Iteration 17Q: 3 clusters Score -254710.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -254742.593750 Penalty: 4015.568115
	Iteration 18Q: 3 clusters Score -254742.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -254766.265625 Penalty: 4015.568115
	Iteration 19Q: 3 clusters Score -254766.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -254792.015625 Penalty: 4015.568115
	Iteration 20F: 3 clusters Score -254792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -254819.906250 Penalty: 4015.568115
	Iteration 21Q: 3 clusters Score -254819.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -254846.546875 Penalty: 4015.568115
	Iteration 22Q: 3 clusters Score -254846.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -254873.890625 Penalty: 4015.568115
	Iteration 23Q: 3 clusters Score -254873.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -254900.718750 Penalty: 4015.568115
	Iteration 24Q: 3 clusters Score -254900.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -254922.765625 Penalty: 4015.568115
	Iteration 25Q: 3 clusters Score -254922.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -254951.531250 Penalty: 4015.568115
	Iteration 26Q: 3 clusters Score -254951.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -254973.609375 Penalty: 4015.568115
	Iteration 27Q: 3 clusters Score -254973.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -254991.656250 Penalty: 4015.568115
	Iteration 28Q: 3 clusters Score -254991.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -255008.937500 Penalty: 4015.568115
	Iteration 29Q: 3 clusters Score -255008.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -255022.828125 Penalty: 4015.568115
	Iteration 30Q: 3 clusters Score -255022.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -255043.078125 Penalty: 4015.568115
	Iteration 31Q: 3 clusters Score -255043.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -255061.921875 Penalty: 4015.568115
	Iteration 32Q: 3 clusters Score -255061.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -255082.484375 Penalty: 4015.568115
	Iteration 33Q: 3 clusters Score -255082.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -255106.906250 Penalty: 4015.568115
	Iteration 34Q: 3 clusters Score -255106.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -255125.953125 Penalty: 4015.568115
	Iteration 35Q: 3 clusters Score -255126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -255139.796875 Penalty: 4015.568115
	Iteration 36Q: 3 clusters Score -255139.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -255157.515625 Penalty: 4015.568115
	Iteration 37Q: 3 clusters Score -255157.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -255175.109375 Penalty: 4015.568115
	Iteration 38Q: 3 clusters Score -255175.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -255194.359375 Penalty: 4015.568115
	Iteration 39Q: 3 clusters Score -255194.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -255212.734375 Penalty: 4015.568115
	Iteration 40F: 3 clusters Score -255212.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -255226.515625 Penalty: 4015.568115
	Iteration 41Q: 3 clusters Score -255226.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -255237.109375 Penalty: 4015.568115
	Iteration 42Q: 3 clusters Score -255237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -255248.171875 Penalty: 4015.568115
	Iteration 43Q: 3 clusters Score -255248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -255254.578125 Penalty: 4015.568115
	Iteration 44Q: 3 clusters Score -255254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -255261.218750 Penalty: 4015.568115
	Iteration 45Q: 3 clusters Score -255261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -255265.218750 Penalty: 4015.568115
	Iteration 46Q: 3 clusters Score -255265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -255271.234375 Penalty: 4015.568115
	Iteration 47Q: 3 clusters Score -255271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -255274.125000 Penalty: 4015.568115
	Iteration 48Q: 3 clusters Score -255274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -255275.609375 Penalty: 4015.568115
	Iteration 49Q: 3 clusters Score -255275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -255277.531250 Penalty: 4015.568115
	Iteration 50Q: 3 clusters Score -255277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -255280.328125 Penalty: 4015.568115
	Iteration 51Q: 3 clusters Score -255280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -255282.515625 Penalty: 4015.568115
	Iteration 52Q: 3 clusters Score -255282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -255284.390625 Penalty: 4015.568115
	Iteration 53Q: 3 clusters Score -255284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -255284.796875 Penalty: 4015.568115
	Iteration 54Q: 3 clusters Score -255284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -255284.796875 Penalty: 4015.568115
	Iteration 55F: 3 clusters Score -255284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -2754619.750000 Penalty: 2581.815430
	Iteration 0F: 2 clusters Score -2754620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2731976.000000 Penalty: 5163.630859
	Iteration 0F: 3 clusters Score -2731976 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2740202.250000 Penalty: 5163.630859
	Iteration 1F: 3 clusters Score -2740202 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2740602.500000 Penalty: 5163.630859
	Iteration 2Q: 3 clusters Score -2740602 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2740951.500000 Penalty: 5163.630859
	Iteration 3Q: 3 clusters Score -2740952 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2741332.750000 Penalty: 5163.630859
	Iteration 4Q: 3 clusters Score -2741333 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2741864.750000 Penalty: 5163.630859
	Iteration 5Q: 3 clusters Score -2741865 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2742602.500000 Penalty: 5163.630859
	Iteration 6Q: 3 clusters Score -2742602 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2743704.500000 Penalty: 5163.630859
	Iteration 7F: 3 clusters Score -2743704 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2745407.000000 Penalty: 5163.630859
	Iteration 8F: 3 clusters Score -2745407 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -2747522.500000 Penalty: 5163.630859
	Iteration 9F: 3 clusters Score -2747522 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -2749558.500000 Penalty: 5163.630859
	Iteration 10F: 3 clusters Score -2749558 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -2750966.000000 Penalty: 5163.630859
	Iteration 11Q: 3 clusters Score -2750966 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -2751659.000000 Penalty: 5163.630859
	Iteration 12Q: 3 clusters Score -2751659 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -2751989.500000 Penalty: 5163.630859
	Iteration 13Q: 3 clusters Score -2751990 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -2752178.000000 Penalty: 5163.630859
	Iteration 14Q: 3 clusters Score -2752178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -2752284.000000 Penalty: 5163.630859
	Iteration 15Q: 3 clusters Score -2752284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -2752349.500000 Penalty: 5163.630859
	Iteration 16Q: 3 clusters Score -2752350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -2752394.000000 Penalty: 5163.630859
	Iteration 17Q: 3 clusters Score -2752394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -2752405.750000 Penalty: 5163.630859
	Iteration 18Q: 3 clusters Score -2752406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -2752415.000000 Penalty: 5163.630859
	Iteration 19Q: 3 clusters Score -2752415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -2752418.750000 Penalty: 5163.630859
	Iteration 20F: 3 clusters Score -2752419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -2752423.000000 Penalty: 5163.630859
	Iteration 21Q: 3 clusters Score -2752423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -2752430.000000 Penalty: 5163.630859
	Iteration 22Q: 3 clusters Score -2752430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -2752434.750000 Penalty: 5163.630859
	Iteration 23Q: 3 clusters Score -2752435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -2752434.750000 Penalty: 5163.630859
	Iteration 24Q: 3 clusters Score -2752435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -2752442.750000 Penalty: 5163.630859
	Iteration 25Q: 3 clusters Score -2752443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -2752442.750000 Penalty: 5163.630859
	Iteration 26Q: 3 clusters Score -2752443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -2752444.500000 Penalty: 5163.630859
	Iteration 27Q: 3 clusters Score -2752444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -2752444.500000 Penalty: 5163.630859
	Iteration 28F: 3 clusters Score -2752444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -114901.593750 Penalty: 1837.615967
	Iteration 0F: 2 clusters Score -114901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -112660.593750 Penalty: 3675.231934
	Iteration 0F: 3 clusters Score -112660.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -113427.273438 Penalty: 3675.231934
	Iteration 1F: 3 clusters Score -113427.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -114015.320312 Penalty: 3675.231934
	Iteration 2F: 3 clusters Score -114015.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114539.343750 Penalty: 3675.231934
	Iteration 3F: 3 clusters Score -114539.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114939.648438 Penalty: 3675.231934
	Iteration 4F: 3 clusters Score -114939.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -115265.906250 Penalty: 3675.231934
	Iteration 5Q: 3 clusters Score -115265.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -115424.140625 Penalty: 3675.231934
	Iteration 6Q: 3 clusters Score -115424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115441.695312 Penalty: 3675.231934
	Iteration 7Q: 3 clusters Score -115441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115447.664062 Penalty: 3675.231934
	Iteration 8Q: 3 clusters Score -115447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115448.031250 Penalty: 3675.231934
	Iteration 9Q: 3 clusters Score -115448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115448.031250 Penalty: 3675.231934
	Iteration 10F: 3 clusters Score -115448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 15995 members 
Mstep: Class 3 contains 25588 members 
Mstep: Class 4 contains 5887 members 
Mstep: Class 5 contains 156606 members 
Mstep: Class 6 contains 32158 members 
Mstep: Class 7 contains 41978 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 55983 members 
Mstep: Class 11 contains 887491 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 27551 members 
Mstep: Class 14 contains 42037 members 
Mstep: Class 15 contains 22431 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 18 contains 161091 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 30694 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 22229 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33208 members 
Mstep: Class 28 contains 1051 members 
Mstep: Class 29 contains 14164 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5042 members 
Mstep: Class 32 contains 46273 members 
Mstep: Class 33 contains 601 members 
Entering Unmasked Estep 
Score: -142753056.000000 Penalty: 117974.585938
Splitting cluster 28 changes total score from -142747440.000000 to -142753056.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 29 (14164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Entering Unmasked Estep 
Score: -1113404.250000 Penalty: 2370.497559
	Iteration 0F: 2 clusters Score -1113404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1103059.625000 Penalty: 4740.995117
	Iteration 0F: 3 clusters Score -1103060 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1106639.375000 Penalty: 4740.995117
	Iteration 1F: 3 clusters Score -1106639 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1107193.875000 Penalty: 4740.995117
	Iteration 2F: 3 clusters Score -1107194 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1107772.875000 Penalty: 4740.995117
	Iteration 3F: 3 clusters Score -1107773 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1108387.500000 Penalty: 4740.995117
	Iteration 4F: 3 clusters Score -1108388 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1109078.000000 Penalty: 4740.995117
	Iteration 5F: 3 clusters Score -1109078 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1109763.875000 Penalty: 4740.995117
	Iteration 6F: 3 clusters Score -1109764 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1110458.750000 Penalty: 4740.995117
	Iteration 7F: 3 clusters Score -1110459 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1111071.250000 Penalty: 4740.995117
	Iteration 8F: 3 clusters Score -1111071 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1111506.375000 Penalty: 4740.995117
	Iteration 9Q: 3 clusters Score -1111506 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1111735.375000 Penalty: 4740.995117
	Iteration 10Q: 3 clusters Score -1111735 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1111873.250000 Penalty: 4740.995117
	Iteration 11Q: 3 clusters Score -1111873 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1111978.375000 Penalty: 4740.995117
	Iteration 12Q: 3 clusters Score -1111978 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1112097.250000 Penalty: 4740.995117
	Iteration 13Q: 3 clusters Score -1112097 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1112185.375000 Penalty: 4740.995117
	Iteration 14Q: 3 clusters Score -1112185 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1112262.250000 Penalty: 4740.995117
	Iteration 15Q: 3 clusters Score -1112262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1112328.875000 Penalty: 4740.995117
	Iteration 16Q: 3 clusters Score -1112329 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1112386.125000 Penalty: 4740.995117
	Iteration 17Q: 3 clusters Score -1112386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1112419.250000 Penalty: 4740.995117
	Iteration 18Q: 3 clusters Score -1112419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1112445.125000 Penalty: 4740.995117
	Iteration 19Q: 3 clusters Score -1112445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1112463.375000 Penalty: 4740.995117
	Iteration 20F: 3 clusters Score -1112463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1112472.000000 Penalty: 4740.995117
	Iteration 21Q: 3 clusters Score -1112472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1112476.000000 Penalty: 4740.995117
	Iteration 22Q: 3 clusters Score -1112476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1112481.000000 Penalty: 4740.995117
	Iteration 23Q: 3 clusters Score -1112481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1112486.500000 Penalty: 4740.995117
	Iteration 24Q: 3 clusters Score -1112486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1112491.125000 Penalty: 4740.995117
	Iteration 25Q: 3 clusters Score -1112491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1112496.875000 Penalty: 4740.995117
	Iteration 26Q: 3 clusters Score -1112497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1112498.375000 Penalty: 4740.995117
	Iteration 27Q: 3 clusters Score -1112498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1112500.250000 Penalty: 4740.995117
	Iteration 28Q: 3 clusters Score -1112500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1112504.875000 Penalty: 4740.995117
	Iteration 29Q: 3 clusters Score -1112505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1112501.375000 Penalty: 4740.995117
	Iteration 30Q: 3 clusters Score -1112501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1112503.875000 Penalty: 4740.995117
	Iteration 31Q: 3 clusters Score -1112504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1112503.375000 Penalty: 4740.995117
	Iteration 32Q: 3 clusters Score -1112503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1112503.500000 Penalty: 4740.995117
	Iteration 33Q: 3 clusters Score -1112504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1112508.875000 Penalty: 4740.995117
	Iteration 34Q: 3 clusters Score -1112509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1112507.250000 Penalty: 4740.995117
	Iteration 35Q: 3 clusters Score -1112507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1112508.875000 Penalty: 4740.995117
	Iteration 36Q: 3 clusters Score -1112509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1112509.375000 Penalty: 4740.995117
	Iteration 37Q: 3 clusters Score -1112509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1112511.500000 Penalty: 4740.995117
	Iteration 38Q: 3 clusters Score -1112512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1112514.125000 Penalty: 4740.995117
	Iteration 39Q: 3 clusters Score -1112514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1112514.750000 Penalty: 4740.995117
	Iteration 40F: 3 clusters Score -1112515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1112513.625000 Penalty: 4740.995117
	Iteration 41Q: 3 clusters Score -1112514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1112514.375000 Penalty: 4740.995117
	Iteration 42Q: 3 clusters Score -1112514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1112514.000000 Penalty: 4740.995117
	Iteration 43Q: 3 clusters Score -1112514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1112517.375000 Penalty: 4740.995117
	Iteration 44Q: 3 clusters Score -1112517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1112517.250000 Penalty: 4740.995117
	Iteration 45Q: 3 clusters Score -1112517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1112517.250000 Penalty: 4740.995117
	Iteration 46F: 3 clusters Score -1112517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Entering Unmasked Estep 
Score: -668552.250000 Penalty: 2245.893555
	Iteration 0F: 2 clusters Score -668552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -661791.500000 Penalty: 4491.787109
	Iteration 0F: 3 clusters Score -661791.5 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -663627.062500 Penalty: 4491.787109
	Iteration 1F: 3 clusters Score -663627.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -663919.312500 Penalty: 4491.787109
	Iteration 2F: 3 clusters Score -663919.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -664105.437500 Penalty: 4491.787109
	Iteration 3Q: 3 clusters Score -664105.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -664243.437500 Penalty: 4491.787109
	Iteration 4Q: 3 clusters Score -664243.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -664338.125000 Penalty: 4491.787109
	Iteration 5Q: 3 clusters Score -664338.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -664436.125000 Penalty: 4491.787109
	Iteration 6Q: 3 clusters Score -664436.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -664545.375000 Penalty: 4491.787109
	Iteration 7Q: 3 clusters Score -664545.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -664671.812500 Penalty: 4491.787109
	Iteration 8Q: 3 clusters Score -664671.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -664814.062500 Penalty: 4491.787109
	Iteration 9Q: 3 clusters Score -664814.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -664956.625000 Penalty: 4491.787109
	Iteration 10Q: 3 clusters Score -664956.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -665123.125000 Penalty: 4491.787109
	Iteration 11Q: 3 clusters Score -665123.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -665334.750000 Penalty: 4491.787109
	Iteration 12Q: 3 clusters Score -665334.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -665607.062500 Penalty: 4491.787109
	Iteration 13Q: 3 clusters Score -665607.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -665877.625000 Penalty: 4491.787109
	Iteration 14Q: 3 clusters Score -665877.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -666106.562500 Penalty: 4491.787109
	Iteration 15Q: 3 clusters Score -666106.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -666311.250000 Penalty: 4491.787109
	Iteration 16Q: 3 clusters Score -666311.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -666430.625000 Penalty: 4491.787109
	Iteration 17Q: 3 clusters Score -666430.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -666516.000000 Penalty: 4491.787109
	Iteration 18Q: 3 clusters Score -666516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -666564.750000 Penalty: 4491.787109
	Iteration 19Q: 3 clusters Score -666564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -666596.812500 Penalty: 4491.787109
	Iteration 20F: 3 clusters Score -666596.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -666619.375000 Penalty: 4491.787109
	Iteration 21Q: 3 clusters Score -666619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -666635.250000 Penalty: 4491.787109
	Iteration 22Q: 3 clusters Score -666635.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -666650.562500 Penalty: 4491.787109
	Iteration 23Q: 3 clusters Score -666650.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -666666.250000 Penalty: 4491.787109
	Iteration 24Q: 3 clusters Score -666666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -666678.312500 Penalty: 4491.787109
	Iteration 25Q: 3 clusters Score -666678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -666686.375000 Penalty: 4491.787109
	Iteration 26Q: 3 clusters Score -666686.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -666691.187500 Penalty: 4491.787109
	Iteration 27Q: 3 clusters Score -666691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -666695.625000 Penalty: 4491.787109
	Iteration 28Q: 3 clusters Score -666695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -666698.375000 Penalty: 4491.787109
	Iteration 29Q: 3 clusters Score -666698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -666701.500000 Penalty: 4491.787109
	Iteration 30Q: 3 clusters Score -666701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -666706.125000 Penalty: 4491.787109
	Iteration 31Q: 3 clusters Score -666706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -666708.687500 Penalty: 4491.787109
	Iteration 32Q: 3 clusters Score -666708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -666710.875000 Penalty: 4491.787109
	Iteration 33Q: 3 clusters Score -666710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -666715.937500 Penalty: 4491.787109
	Iteration 34Q: 3 clusters Score -666715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -666716.937500 Penalty: 4491.787109
	Iteration 35Q: 3 clusters Score -666716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -666719.687500 Penalty: 4491.787109
	Iteration 36Q: 3 clusters Score -666719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -666721.687500 Penalty: 4491.787109
	Iteration 37Q: 3 clusters Score -666721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -666723.875000 Penalty: 4491.787109
	Iteration 38Q: 3 clusters Score -666723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -666724.250000 Penalty: 4491.787109
	Iteration 39Q: 3 clusters Score -666724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -666724.250000 Penalty: 4491.787109
	Iteration 40F: 3 clusters Score -666724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -320894.093750 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -320894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -316383.875000 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -316383.9 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -317701.187500 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -317701.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -318254.875000 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -318254.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -318784.312500 Penalty: 4228.676758
	Iteration 3F: 3 clusters Score -318784.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -319151.531250 Penalty: 4228.676758
	Iteration 4F: 3 clusters Score -319151.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -319389.125000 Penalty: 4228.676758
	Iteration 5F: 3 clusters Score -319389.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -319537.218750 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -319537.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -319654.718750 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -319654.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -319760.406250 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -319760.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -319850.718750 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -319850.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -319914.343750 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -319914.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -319960.562500 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -319960.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -319993.750000 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -319993.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -320017.468750 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -320017.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -320036.687500 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -320036.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -320048.125000 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -320048.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -320065.187500 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -320065.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -320082.562500 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -320082.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -320097.750000 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -320097.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -320108.687500 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -320108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -320111.906250 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -320111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -320114.093750 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -320114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -320115.093750 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -320115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -320115.062500 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -320115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -320115.375000 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -320115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -320115.375000 Penalty: 4228.676758
	Iteration 25F: 3 clusters Score -320115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 15995 members 
Mstep: Class 3 contains 25588 members 
Mstep: Class 4 contains 5887 members 
Mstep: Class 5 contains 156606 members 
Mstep: Class 6 contains 32158 members 
Mstep: Class 7 contains 41978 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 55983 members 
Mstep: Class 11 contains 887491 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 27551 members 
Mstep: Class 14 contains 42037 members 
Mstep: Class 15 contains 22431 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 92793 members 
Mstep: Class 18 contains 161091 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4041 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 30694 members 
Mstep: Class 23 contains 11029 members 
Mstep: Class 24 contains 22229 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 33208 members 
Mstep: Class 28 contains 1051 members 
Mstep: Class 29 contains 14164 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 5042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142760432.000000 Penalty: 117974.585938
Iteration 119Q: 34 clusters Score -1.427604e+08 nChanged 18639
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 15939 members 
Mstep: Class 3 contains 25913 members 
Mstep: Class 4 contains 5902 members 
Mstep: Class 5 contains 158471 members 
Mstep: Class 6 contains 32111 members 
Mstep: Class 7 contains 42068 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 56406 members 
Mstep: Class 11 contains 888283 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 27875 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 15 contains 22559 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 92849 members 
Mstep: Class 18 contains 161242 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 2735 members 
Mstep: Class 22 contains 30700 members 
Mstep: Class 23 contains 11031 members 
Mstep: Class 24 contains 22007 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 33571 members 
Mstep: Class 28 contains 1051 members 
Mstep: Class 29 contains 14072 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5047 members 
Mstep: Class 32 contains 41891 members 
Mstep: Class 33 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766304.000000 Penalty: 117974.585938
Iteration 120F: 34 clusters Score -1.427663e+08 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 15902 members 
Mstep: Class 3 contains 26044 members 
Mstep: Class 4 contains 5913 members 
Mstep: Class 5 contains 159988 members 
Mstep: Class 6 contains 32039 members 
Mstep: Class 7 contains 42040 members 
Mstep: Class 8 contains 16850 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 56541 members 
Mstep: Class 11 contains 886932 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 28062 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 22665 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 92983 members 
Mstep: Class 18 contains 161159 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4048 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 22 contains 30657 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 21647 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3315 members 
Mstep: Class 27 contains 33660 members 
Mstep: Class 28 contains 1053 members 
Mstep: Class 29 contains 14010 members 
Mstep: Class 30 contains 8571 members 
Mstep: Class 31 contains 5014 members 
Mstep: Class 32 contains 41637 members 
Mstep: Class 33 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142769216.000000 Penalty: 117974.585938
Iteration 121Q: 34 clusters Score -1.427692e+08 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 26199 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 161608 members 
Mstep: Class 6 contains 31943 members 
Mstep: Class 7 contains 42014 members 
Mstep: Class 8 contains 16818 members 
Mstep: Class 9 contains 5413 members 
Mstep: Class 10 contains 56658 members 
Mstep: Class 11 contains 885544 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 28179 members 
Mstep: Class 14 contains 42588 members 
Mstep: Class 15 contains 22743 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 93290 members 
Mstep: Class 18 contains 161039 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 2730 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 11028 members 
Mstep: Class 24 contains 21276 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 33744 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 13958 members 
Mstep: Class 30 contains 8575 members 
Mstep: Class 31 contains 5025 members 
Mstep: Class 32 contains 41258 members 
Mstep: Class 33 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142771024.000000 Penalty: 117974.585938
Iteration 122Q: 34 clusters Score -1.42771e+08 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 15858 members 
Mstep: Class 3 contains 26297 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 163233 members 
Mstep: Class 6 contains 31827 members 
Mstep: Class 7 contains 41987 members 
Mstep: Class 8 contains 16793 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 56725 members 
Mstep: Class 11 contains 884159 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 28195 members 
Mstep: Class 14 contains 42659 members 
Mstep: Class 15 contains 22830 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 93845 members 
Mstep: Class 18 contains 160958 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4058 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 30531 members 
Mstep: Class 23 contains 11025 members 
Mstep: Class 24 contains 20875 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 3324 members 
Mstep: Class 27 contains 33808 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 13905 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5036 members 
Mstep: Class 32 contains 40887 members 
Mstep: Class 33 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142771552.000000 Penalty: 117974.585938
Iteration 123Q: 34 clusters Score -1.427716e+08 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 15857 members 
Mstep: Class 3 contains 26365 members 
Mstep: Class 4 contains 5929 members 
Mstep: Class 5 contains 164869 members 
Mstep: Class 6 contains 31730 members 
Mstep: Class 7 contains 41957 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 5461 members 
Mstep: Class 10 contains 56762 members 
Mstep: Class 11 contains 882752 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 28165 members 
Mstep: Class 14 contains 42699 members 
Mstep: Class 15 contains 22909 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 94512 members 
Mstep: Class 18 contains 160924 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 4065 members 
Mstep: Class 21 contains 2729 members 
Mstep: Class 22 contains 30474 members 
Mstep: Class 23 contains 11026 members 
Mstep: Class 24 contains 20463 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 33831 members 
Mstep: Class 28 contains 1064 members 
Mstep: Class 29 contains 13862 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5046 members 
Mstep: Class 32 contains 40516 members 
Mstep: Class 33 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142771888.000000 Penalty: 117974.585938
Iteration 124Q: 34 clusters Score -1.427719e+08 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 15855 members 
Mstep: Class 3 contains 26401 members 
Mstep: Class 4 contains 5927 members 
Mstep: Class 5 contains 166600 members 
Mstep: Class 6 contains 31643 members 
Mstep: Class 7 contains 41933 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 56782 members 
Mstep: Class 11 contains 881436 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 28052 members 
Mstep: Class 14 contains 42705 members 
Mstep: Class 15 contains 23000 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 95100 members 
Mstep: Class 18 contains 160896 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 4073 members 
Mstep: Class 21 contains 2730 members 
Mstep: Class 22 contains 30439 members 
Mstep: Class 23 contains 11027 members 
Mstep: Class 24 contains 20068 members 
Mstep: Class 25 contains 4433 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33821 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 13820 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5048 members 
Mstep: Class 32 contains 40175 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142772592.000000 Penalty: 117974.585938
Iteration 125Q: 34 clusters Score -1.427726e+08 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 15851 members 
Mstep: Class 3 contains 26375 members 
Mstep: Class 4 contains 5925 members 
Mstep: Class 5 contains 168309 members 
Mstep: Class 6 contains 31562 members 
Mstep: Class 7 contains 41905 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 56803 members 
Mstep: Class 11 contains 880128 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 27926 members 
Mstep: Class 14 contains 42700 members 
Mstep: Class 15 contains 23067 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 95724 members 
Mstep: Class 18 contains 160874 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 4076 members 
Mstep: Class 21 contains 2732 members 
Mstep: Class 22 contains 30438 members 
Mstep: Class 23 contains 11020 members 
Mstep: Class 24 contains 19658 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33786 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13783 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5050 members 
Mstep: Class 32 contains 39895 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142773280.000000 Penalty: 117974.585938
Iteration 126Q: 34 clusters Score -1.427733e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 15851 members 
Mstep: Class 3 contains 26337 members 
Mstep: Class 4 contains 5908 members 
Mstep: Class 5 contains 170036 members 
Mstep: Class 6 contains 31476 members 
Mstep: Class 7 contains 41880 members 
Mstep: Class 8 contains 16699 members 
Mstep: Class 9 contains 5451 members 
Mstep: Class 10 contains 56770 members 
Mstep: Class 11 contains 878855 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 27775 members 
Mstep: Class 14 contains 42720 members 
Mstep: Class 15 contains 23159 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 96336 members 
Mstep: Class 18 contains 160866 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 4079 members 
Mstep: Class 21 contains 2730 members 
Mstep: Class 22 contains 30432 members 
Mstep: Class 23 contains 11024 members 
Mstep: Class 24 contains 19246 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33738 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 8576 members 
Mstep: Class 31 contains 5056 members 
Mstep: Class 32 contains 39635 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142773568.000000 Penalty: 117974.585938
Iteration 127Q: 34 clusters Score -1.427736e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 15848 members 
Mstep: Class 3 contains 26297 members 
Mstep: Class 4 contains 5900 members 
Mstep: Class 5 contains 171714 members 
Mstep: Class 6 contains 31386 members 
Mstep: Class 7 contains 41855 members 
Mstep: Class 8 contains 16692 members 
Mstep: Class 9 contains 5456 members 
Mstep: Class 10 contains 56719 members 
Mstep: Class 11 contains 877684 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 27595 members 
Mstep: Class 14 contains 42712 members 
Mstep: Class 15 contains 23241 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 96896 members 
Mstep: Class 18 contains 160873 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 4082 members 
Mstep: Class 21 contains 2727 members 
Mstep: Class 22 contains 30452 members 
Mstep: Class 23 contains 11021 members 
Mstep: Class 24 contains 18808 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33692 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13692 members 
Mstep: Class 30 contains 8576 members 
Mstep: Class 31 contains 5060 members 
Mstep: Class 32 contains 39440 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142773872.000000 Penalty: 117974.585938
Iteration 128Q: 34 clusters Score -1.427739e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 15845 members 
Mstep: Class 3 contains 26227 members 
Mstep: Class 4 contains 5890 members 
Mstep: Class 5 contains 173392 members 
Mstep: Class 6 contains 31306 members 
Mstep: Class 7 contains 41827 members 
Mstep: Class 8 contains 16673 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 56652 members 
Mstep: Class 11 contains 876582 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 27446 members 
Mstep: Class 14 contains 42700 members 
Mstep: Class 15 contains 23318 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 97358 members 
Mstep: Class 18 contains 160900 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 4086 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 30456 members 
Mstep: Class 23 contains 11032 members 
Mstep: Class 24 contains 18342 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33649 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13659 members 
Mstep: Class 30 contains 8576 members 
Mstep: Class 31 contains 5060 members 
Mstep: Class 32 contains 39272 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774352.000000 Penalty: 117974.585938
Iteration 129Q: 34 clusters Score -1.427744e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 15840 members 
Mstep: Class 3 contains 26140 members 
Mstep: Class 4 contains 5873 members 
Mstep: Class 5 contains 175112 members 
Mstep: Class 6 contains 31252 members 
Mstep: Class 7 contains 41800 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 56577 members 
Mstep: Class 11 contains 875559 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 27284 members 
Mstep: Class 14 contains 42667 members 
Mstep: Class 15 contains 23412 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 97777 members 
Mstep: Class 18 contains 160912 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4090 members 
Mstep: Class 21 contains 2725 members 
Mstep: Class 22 contains 30451 members 
Mstep: Class 23 contains 11033 members 
Mstep: Class 24 contains 17881 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33592 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13615 members 
Mstep: Class 30 contains 8576 members 
Mstep: Class 31 contains 5061 members 
Mstep: Class 32 contains 39117 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774320.000000 Penalty: 117974.585938
Iteration 130Q: 34 clusters Score -1.427743e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 15828 members 
Mstep: Class 3 contains 26056 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 176935 members 
Mstep: Class 6 contains 31181 members 
Mstep: Class 7 contains 41786 members 
Mstep: Class 8 contains 16605 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 56482 members 
Mstep: Class 11 contains 874575 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 27095 members 
Mstep: Class 14 contains 42619 members 
Mstep: Class 15 contains 23496 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 98150 members 
Mstep: Class 18 contains 160917 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4093 members 
Mstep: Class 21 contains 2722 members 
Mstep: Class 22 contains 30445 members 
Mstep: Class 23 contains 11037 members 
Mstep: Class 24 contains 17424 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33518 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13579 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5059 members 
Mstep: Class 32 contains 38982 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774752.000000 Penalty: 117974.585938
Iteration 131Q: 34 clusters Score -1.427748e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 15813 members 
Mstep: Class 3 contains 25959 members 
Mstep: Class 4 contains 5858 members 
Mstep: Class 5 contains 178685 members 
Mstep: Class 6 contains 31104 members 
Mstep: Class 7 contains 41749 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 56431 members 
Mstep: Class 11 contains 873608 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 42559 members 
Mstep: Class 15 contains 23588 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 98495 members 
Mstep: Class 18 contains 160964 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4097 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 30481 members 
Mstep: Class 23 contains 11039 members 
Mstep: Class 24 contains 16965 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33437 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13542 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 38877 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774960.000000 Penalty: 117974.585938
Iteration 132Q: 34 clusters Score -1.42775e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 15796 members 
Mstep: Class 3 contains 25849 members 
Mstep: Class 4 contains 5852 members 
Mstep: Class 5 contains 180498 members 
Mstep: Class 6 contains 30996 members 
Mstep: Class 7 contains 41708 members 
Mstep: Class 8 contains 16515 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 56352 members 
Mstep: Class 11 contains 872721 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 26716 members 
Mstep: Class 14 contains 42490 members 
Mstep: Class 15 contains 23669 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 98831 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4099 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 30500 members 
Mstep: Class 23 contains 11047 members 
Mstep: Class 24 contains 16496 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33325 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13505 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 38785 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775056.000000 Penalty: 117974.585938
Iteration 133Q: 34 clusters Score -1.427751e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 15790 members 
Mstep: Class 3 contains 25719 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 182323 members 
Mstep: Class 6 contains 30911 members 
Mstep: Class 7 contains 41657 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 56251 members 
Mstep: Class 11 contains 871820 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 26499 members 
Mstep: Class 14 contains 42416 members 
Mstep: Class 15 contains 23766 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 99163 members 
Mstep: Class 18 contains 161033 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4101 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30529 members 
Mstep: Class 23 contains 11056 members 
Mstep: Class 24 contains 16044 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33236 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13466 members 
Mstep: Class 30 contains 8578 members 
Mstep: Class 31 contains 5064 members 
Mstep: Class 32 contains 38706 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775664.000000 Penalty: 117974.585938
Iteration 134Q: 34 clusters Score -1.427757e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 15783 members 
Mstep: Class 3 contains 25609 members 
Mstep: Class 4 contains 5816 members 
Mstep: Class 5 contains 184207 members 
Mstep: Class 6 contains 30823 members 
Mstep: Class 7 contains 41616 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 56146 members 
Mstep: Class 11 contains 870918 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 26284 members 
Mstep: Class 14 contains 42325 members 
Mstep: Class 15 contains 23853 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 99460 members 
Mstep: Class 18 contains 161085 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30563 members 
Mstep: Class 23 contains 11056 members 
Mstep: Class 24 contains 15577 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33122 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13421 members 
Mstep: Class 30 contains 8578 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 38653 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776208.000000 Penalty: 117974.585938
Iteration 135Q: 34 clusters Score -1.427762e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 15771 members 
Mstep: Class 3 contains 25475 members 
Mstep: Class 4 contains 5795 members 
Mstep: Class 5 contains 186063 members 
Mstep: Class 6 contains 30738 members 
Mstep: Class 7 contains 41596 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 56041 members 
Mstep: Class 11 contains 870100 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 26065 members 
Mstep: Class 14 contains 42240 members 
Mstep: Class 15 contains 23924 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 99681 members 
Mstep: Class 18 contains 161120 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 2717 members 
Mstep: Class 22 contains 30589 members 
Mstep: Class 23 contains 11055 members 
Mstep: Class 24 contains 15127 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 33032 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13387 members 
Mstep: Class 30 contains 8579 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 38578 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776496.000000 Penalty: 117974.585938
Iteration 136Q: 34 clusters Score -1.427765e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 15755 members 
Mstep: Class 3 contains 25341 members 
Mstep: Class 4 contains 5781 members 
Mstep: Class 5 contains 187841 members 
Mstep: Class 6 contains 30666 members 
Mstep: Class 7 contains 41578 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 55966 members 
Mstep: Class 11 contains 869345 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 25871 members 
Mstep: Class 14 contains 42174 members 
Mstep: Class 15 contains 24020 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 99860 members 
Mstep: Class 18 contains 161138 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4108 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 30597 members 
Mstep: Class 23 contains 11056 members 
Mstep: Class 24 contains 14685 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 32939 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13351 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5062 members 
Mstep: Class 32 contains 38500 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776608.000000 Penalty: 117974.585938
Iteration 137Q: 34 clusters Score -1.427766e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 15738 members 
Mstep: Class 3 contains 25200 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 189575 members 
Mstep: Class 6 contains 30609 members 
Mstep: Class 7 contains 41560 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 10 contains 55877 members 
Mstep: Class 11 contains 868653 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 25676 members 
Mstep: Class 14 contains 42100 members 
Mstep: Class 15 contains 24114 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 99996 members 
Mstep: Class 18 contains 161175 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4112 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 30602 members 
Mstep: Class 23 contains 11059 members 
Mstep: Class 24 contains 14282 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 32827 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13311 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5064 members 
Mstep: Class 32 contains 38437 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776720.000000 Penalty: 117974.585938
Iteration 138Q: 34 clusters Score -1.427767e+08 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 15725 members 
Mstep: Class 3 contains 25063 members 
Mstep: Class 4 contains 5746 members 
Mstep: Class 5 contains 191202 members 
Mstep: Class 6 contains 30568 members 
Mstep: Class 7 contains 41542 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 5214 members 
Mstep: Class 10 contains 55796 members 
Mstep: Class 11 contains 867998 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 25492 members 
Mstep: Class 14 contains 42008 members 
Mstep: Class 15 contains 24187 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 100139 members 
Mstep: Class 18 contains 161228 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4113 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 22 contains 30608 members 
Mstep: Class 23 contains 11071 members 
Mstep: Class 24 contains 13872 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32732 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13276 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5063 members 
Mstep: Class 32 contains 38395 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776896.000000 Penalty: 117974.585938
Iteration 139Q: 34 clusters Score -1.427769e+08 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 15719 members 
Mstep: Class 3 contains 24946 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 192777 members 
Mstep: Class 6 contains 30532 members 
Mstep: Class 7 contains 41523 members 
Mstep: Class 8 contains 16285 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 55746 members 
Mstep: Class 11 contains 867391 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 25311 members 
Mstep: Class 14 contains 41922 members 
Mstep: Class 15 contains 24282 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 100262 members 
Mstep: Class 18 contains 161254 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4115 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30633 members 
Mstep: Class 23 contains 11076 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32625 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13229 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5065 members 
Mstep: Class 32 contains 38343 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
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Score: -142777200.000000 Penalty: 117974.585938
Iteration 140F: 34 clusters Score -1.427772e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 15710 members 
Mstep: Class 3 contains 24844 members 
Mstep: Class 4 contains 5704 members 
Mstep: Class 5 contains 194268 members 
Mstep: Class 6 contains 30504 members 
Mstep: Class 7 contains 41497 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 55684 members 
Mstep: Class 11 contains 866824 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 25129 members 
Mstep: Class 14 contains 41861 members 
Mstep: Class 15 contains 24380 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 100367 members 
Mstep: Class 18 contains 161280 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4118 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30655 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 13127 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32512 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13191 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5069 members 
Mstep: Class 32 contains 38303 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
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Iteration 141Q: 34 clusters Score -1.427775e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 15698 members 
Mstep: Class 3 contains 24762 members 
Mstep: Class 4 contains 5683 members 
Mstep: Class 5 contains 195730 members 
Mstep: Class 6 contains 30479 members 
Mstep: Class 7 contains 41458 members 
Mstep: Class 8 contains 16183 members 
Mstep: Class 9 contains 5036 members 
Mstep: Class 10 contains 55573 members 
Mstep: Class 11 contains 866282 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 24972 members 
Mstep: Class 14 contains 41804 members 
Mstep: Class 15 contains 24497 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100473 members 
Mstep: Class 18 contains 161312 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4118 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30672 members 
Mstep: Class 23 contains 11098 members 
Mstep: Class 24 contains 12779 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32406 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13152 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5069 members 
Mstep: Class 32 contains 38261 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777536.000000 Penalty: 117974.585938
Iteration 142Q: 34 clusters Score -1.427775e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 15693 members 
Mstep: Class 3 contains 24675 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 197193 members 
Mstep: Class 6 contains 30458 members 
Mstep: Class 7 contains 41419 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 4981 members 
Mstep: Class 10 contains 55481 members 
Mstep: Class 11 contains 865708 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 24821 members 
Mstep: Class 14 contains 41738 members 
Mstep: Class 15 contains 24611 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100550 members 
Mstep: Class 18 contains 161354 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4119 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 30694 members 
Mstep: Class 23 contains 11112 members 
Mstep: Class 24 contains 12403 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32321 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13106 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5075 members 
Mstep: Class 32 contains 38216 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777968.000000 Penalty: 117974.585938
Iteration 143Q: 34 clusters Score -1.42778e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 15680 members 
Mstep: Class 3 contains 24601 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 198575 members 
Mstep: Class 6 contains 30451 members 
Mstep: Class 7 contains 41384 members 
Mstep: Class 8 contains 16069 members 
Mstep: Class 9 contains 4930 members 
Mstep: Class 10 contains 55397 members 
Mstep: Class 11 contains 865139 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 24678 members 
Mstep: Class 14 contains 41679 members 
Mstep: Class 15 contains 24747 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 100601 members 
Mstep: Class 18 contains 161419 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4122 members 
Mstep: Class 21 contains 2707 members 
Mstep: Class 22 contains 30724 members 
Mstep: Class 23 contains 11126 members 
Mstep: Class 24 contains 12048 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32243 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13062 members 
Mstep: Class 30 contains 8581 members 
Mstep: Class 31 contains 5079 members 
Mstep: Class 32 contains 38166 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142778320.000000 Penalty: 117974.585938
Iteration 144Q: 34 clusters Score -1.427783e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 15674 members 
Mstep: Class 3 contains 24523 members 
Mstep: Class 4 contains 5608 members 
Mstep: Class 5 contains 200000 members 
Mstep: Class 6 contains 30438 members 
Mstep: Class 7 contains 41351 members 
Mstep: Class 8 contains 15986 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 55310 members 
Mstep: Class 11 contains 864621 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 24513 members 
Mstep: Class 14 contains 41624 members 
Mstep: Class 15 contains 24891 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 100654 members 
Mstep: Class 18 contains 161443 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4123 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 11136 members 
Mstep: Class 24 contains 11672 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32148 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 13028 members 
Mstep: Class 30 contains 8581 members 
Mstep: Class 31 contains 5089 members 
Mstep: Class 32 contains 38113 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142778880.000000 Penalty: 117974.585938
Iteration 145Q: 34 clusters Score -1.427789e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 15668 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 201437 members 
Mstep: Class 6 contains 30398 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 15899 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 55217 members 
Mstep: Class 11 contains 864099 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 24350 members 
Mstep: Class 14 contains 41549 members 
Mstep: Class 15 contains 25003 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 100698 members 
Mstep: Class 18 contains 161477 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 4124 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 30781 members 
Mstep: Class 23 contains 11162 members 
Mstep: Class 24 contains 11307 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 32057 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12998 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 38087 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779440.000000 Penalty: 117974.585938
Iteration 146Q: 34 clusters Score -1.427794e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 15654 members 
Mstep: Class 3 contains 24355 members 
Mstep: Class 4 contains 5559 members 
Mstep: Class 5 contains 202852 members 
Mstep: Class 6 contains 30357 members 
Mstep: Class 7 contains 41314 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 4809 members 
Mstep: Class 10 contains 55116 members 
Mstep: Class 11 contains 863574 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 41484 members 
Mstep: Class 15 contains 25111 members 
Mstep: Class 16 contains 7498 members 
Mstep: Class 17 contains 100732 members 
Mstep: Class 18 contains 161491 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 2707 members 
Mstep: Class 22 contains 30818 members 
Mstep: Class 23 contains 11184 members 
Mstep: Class 24 contains 10979 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31968 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12975 members 
Mstep: Class 30 contains 8579 members 
Mstep: Class 31 contains 5101 members 
Mstep: Class 32 contains 38052 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779600.000000 Penalty: 117974.585938
Iteration 147Q: 34 clusters Score -1.427796e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 15657 members 
Mstep: Class 3 contains 24245 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 5 contains 204232 members 
Mstep: Class 6 contains 30318 members 
Mstep: Class 7 contains 41291 members 
Mstep: Class 8 contains 15711 members 
Mstep: Class 9 contains 4774 members 
Mstep: Class 10 contains 55008 members 
Mstep: Class 11 contains 863073 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 24091 members 
Mstep: Class 14 contains 41424 members 
Mstep: Class 15 contains 25216 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 100767 members 
Mstep: Class 18 contains 161506 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4127 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 30875 members 
Mstep: Class 23 contains 11218 members 
Mstep: Class 24 contains 10654 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31879 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12957 members 
Mstep: Class 30 contains 8579 members 
Mstep: Class 31 contains 5106 members 
Mstep: Class 32 contains 38018 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779888.000000 Penalty: 117974.585938
Iteration 148Q: 34 clusters Score -1.427799e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 15656 members 
Mstep: Class 3 contains 24152 members 
Mstep: Class 4 contains 5505 members 
Mstep: Class 5 contains 205638 members 
Mstep: Class 6 contains 30264 members 
Mstep: Class 7 contains 41269 members 
Mstep: Class 8 contains 15562 members 
Mstep: Class 9 contains 4731 members 
Mstep: Class 10 contains 54912 members 
Mstep: Class 11 contains 862545 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 23971 members 
Mstep: Class 14 contains 41348 members 
Mstep: Class 15 contains 25355 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 100800 members 
Mstep: Class 18 contains 161522 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4129 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30913 members 
Mstep: Class 23 contains 11291 members 
Mstep: Class 24 contains 10332 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31780 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12941 members 
Mstep: Class 30 contains 8580 members 
Mstep: Class 31 contains 5105 members 
Mstep: Class 32 contains 37980 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780272.000000 Penalty: 117974.585938
Iteration 149Q: 34 clusters Score -1.427803e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 15659 members 
Mstep: Class 3 contains 24045 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 206966 members 
Mstep: Class 6 contains 30205 members 
Mstep: Class 7 contains 41249 members 
Mstep: Class 8 contains 15384 members 
Mstep: Class 9 contains 4691 members 
Mstep: Class 10 contains 54819 members 
Mstep: Class 11 contains 862059 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23865 members 
Mstep: Class 14 contains 41278 members 
Mstep: Class 15 contains 25494 members 
Mstep: Class 16 contains 7495 members 
Mstep: Class 17 contains 100845 members 
Mstep: Class 18 contains 161532 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30958 members 
Mstep: Class 23 contains 11361 members 
Mstep: Class 24 contains 10034 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31693 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12912 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 5107 members 
Mstep: Class 32 contains 37938 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780864.000000 Penalty: 117974.585938
Iteration 150Q: 34 clusters Score -1.427809e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 3 contains 23946 members 
Mstep: Class 4 contains 5451 members 
Mstep: Class 5 contains 208222 members 
Mstep: Class 6 contains 30149 members 
Mstep: Class 7 contains 41231 members 
Mstep: Class 8 contains 15269 members 
Mstep: Class 9 contains 4664 members 
Mstep: Class 10 contains 54715 members 
Mstep: Class 11 contains 861645 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23743 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 25615 members 
Mstep: Class 16 contains 7497 members 
Mstep: Class 17 contains 100897 members 
Mstep: Class 18 contains 161529 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 30955 members 
Mstep: Class 23 contains 11435 members 
Mstep: Class 24 contains 9762 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31602 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12883 members 
Mstep: Class 30 contains 8582 members 
Mstep: Class 31 contains 5107 members 
Mstep: Class 32 contains 37902 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781120.000000 Penalty: 117974.585938
Iteration 151Q: 34 clusters Score -1.427811e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 23832 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 209436 members 
Mstep: Class 6 contains 30103 members 
Mstep: Class 7 contains 41205 members 
Mstep: Class 8 contains 15151 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 54630 members 
Mstep: Class 11 contains 861255 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23650 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 25754 members 
Mstep: Class 16 contains 7499 members 
Mstep: Class 17 contains 100932 members 
Mstep: Class 18 contains 161516 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4136 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30952 members 
Mstep: Class 23 contains 11502 members 
Mstep: Class 24 contains 9494 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31520 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12866 members 
Mstep: Class 30 contains 8583 members 
Mstep: Class 31 contains 5109 members 
Mstep: Class 32 contains 37863 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781632.000000 Penalty: 117974.585938
Iteration 152Q: 34 clusters Score -1.427816e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 15657 members 
Mstep: Class 3 contains 23703 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 210693 members 
Mstep: Class 6 contains 30061 members 
Mstep: Class 7 contains 41178 members 
Mstep: Class 8 contains 15038 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 54543 members 
Mstep: Class 11 contains 860892 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23547 members 
Mstep: Class 14 contains 41030 members 
Mstep: Class 15 contains 25889 members 
Mstep: Class 16 contains 7502 members 
Mstep: Class 17 contains 100953 members 
Mstep: Class 18 contains 161490 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4140 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30932 members 
Mstep: Class 23 contains 11589 members 
Mstep: Class 24 contains 9215 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31448 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12839 members 
Mstep: Class 30 contains 8585 members 
Mstep: Class 31 contains 5109 members 
Mstep: Class 32 contains 37820 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782032.000000 Penalty: 117974.585938
Iteration 153Q: 34 clusters Score -1.42782e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 15652 members 
Mstep: Class 3 contains 23574 members 
Mstep: Class 4 contains 5357 members 
Mstep: Class 5 contains 211957 members 
Mstep: Class 6 contains 30019 members 
Mstep: Class 7 contains 41163 members 
Mstep: Class 8 contains 14954 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 54464 members 
Mstep: Class 11 contains 860491 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 23460 members 
Mstep: Class 14 contains 40959 members 
Mstep: Class 15 contains 25970 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 100957 members 
Mstep: Class 18 contains 161458 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4145 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 30903 members 
Mstep: Class 23 contains 11679 members 
Mstep: Class 24 contains 8939 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31380 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12810 members 
Mstep: Class 30 contains 8589 members 
Mstep: Class 31 contains 5115 members 
Mstep: Class 32 contains 37766 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782544.000000 Penalty: 117974.585938
Iteration 154Q: 34 clusters Score -1.427825e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 15644 members 
Mstep: Class 3 contains 23429 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 213230 members 
Mstep: Class 6 contains 29986 members 
Mstep: Class 7 contains 41151 members 
Mstep: Class 8 contains 14881 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 54393 members 
Mstep: Class 11 contains 860041 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 23388 members 
Mstep: Class 14 contains 40877 members 
Mstep: Class 15 contains 26047 members 
Mstep: Class 16 contains 7517 members 
Mstep: Class 17 contains 100967 members 
Mstep: Class 18 contains 161459 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4150 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 30881 members 
Mstep: Class 23 contains 11755 members 
Mstep: Class 24 contains 8673 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31312 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 8592 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 37713 members 
Mstep: Class 33 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781936.000000 Penalty: 117974.585938
Iteration 155Q: 34 clusters Score -1.427819e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 15640 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 214434 members 
Mstep: Class 6 contains 29970 members 
Mstep: Class 7 contains 41132 members 
Mstep: Class 8 contains 14834 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 54307 members 
Mstep: Class 11 contains 859643 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 23308 members 
Mstep: Class 14 contains 40795 members 
Mstep: Class 15 contains 26121 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 100974 members 
Mstep: Class 18 contains 161434 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30873 members 
Mstep: Class 23 contains 11812 members 
Mstep: Class 24 contains 8438 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31244 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12769 members 
Mstep: Class 30 contains 8596 members 
Mstep: Class 31 contains 5127 members 
Mstep: Class 32 contains 37639 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781872.000000 Penalty: 117974.585938
Iteration 156Q: 34 clusters Score -1.427819e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 15630 members 
Mstep: Class 3 contains 23187 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 215651 members 
Mstep: Class 6 contains 29939 members 
Mstep: Class 7 contains 41115 members 
Mstep: Class 8 contains 14811 members 
Mstep: Class 9 contains 4456 members 
Mstep: Class 10 contains 54209 members 
Mstep: Class 11 contains 859225 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 23235 members 
Mstep: Class 14 contains 40723 members 
Mstep: Class 15 contains 26179 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 100977 members 
Mstep: Class 18 contains 161416 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30868 members 
Mstep: Class 23 contains 11862 members 
Mstep: Class 24 contains 8212 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31143 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12751 members 
Mstep: Class 30 contains 8597 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 37606 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782384.000000 Penalty: 117974.585938
Iteration 157Q: 34 clusters Score -1.427824e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 15619 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 216865 members 
Mstep: Class 6 contains 29910 members 
Mstep: Class 7 contains 41098 members 
Mstep: Class 8 contains 14797 members 
Mstep: Class 9 contains 4418 members 
Mstep: Class 10 contains 54109 members 
Mstep: Class 11 contains 858832 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 23162 members 
Mstep: Class 14 contains 40644 members 
Mstep: Class 15 contains 26215 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100975 members 
Mstep: Class 18 contains 161398 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 30853 members 
Mstep: Class 23 contains 11911 members 
Mstep: Class 24 contains 7975 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31067 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12733 members 
Mstep: Class 30 contains 8598 members 
Mstep: Class 31 contains 5139 members 
Mstep: Class 32 contains 37570 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782480.000000 Penalty: 117974.585938
Iteration 158Q: 34 clusters Score -1.427825e+08 nChanged 1984
Entering ConstructFrom: 
Score: -142782480.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (29968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Entering Unmasked Estep 
Score: -2392138.000000 Penalty: 2556.355469
	Iteration 0F: 2 clusters Score -2392138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2371780.000000 Penalty: 5112.710938
	Iteration 0F: 3 clusters Score -2371780 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2379175.000000 Penalty: 5112.710938
	Iteration 1F: 3 clusters Score -2379175 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2379753.000000 Penalty: 5112.710938
	Iteration 2Q: 3 clusters Score -2379753 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2380480.500000 Penalty: 5112.710938
	Iteration 3Q: 3 clusters Score -2380480 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2381415.750000 Penalty: 5112.710938
	Iteration 4F: 3 clusters Score -2381416 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2382580.000000 Penalty: 5112.710938
	Iteration 5F: 3 clusters Score -2382580 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2383937.750000 Penalty: 5112.710938
	Iteration 6F: 3 clusters Score -2383938 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2385157.750000 Penalty: 5112.710938
	Iteration 7F: 3 clusters Score -2385158 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2386140.750000 Penalty: 5112.710938
	Iteration 8F: 3 clusters Score -2386141 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2386859.000000 Penalty: 5112.710938
	Iteration 9Q: 3 clusters Score -2386859 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2387412 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2387817.750000 Penalty: 5112.710938
	Iteration 11Q: 3 clusters Score -2387818 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2388084 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2388288 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2388411.750000 Penalty: 5112.710938
	Iteration 14Q: 3 clusters Score -2388412 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2388500.750000 Penalty: 5112.710938
	Iteration 15Q: 3 clusters Score -2388501 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2388573.750000 Penalty: 5112.710938
	Iteration 16Q: 3 clusters Score -2388574 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2388607.500000 Penalty: 5112.710938
	Iteration 17Q: 3 clusters Score -2388608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2388650.500000 Penalty: 5112.710938
	Iteration 18Q: 3 clusters Score -2388650 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2388687.250000 Penalty: 5112.710938
	Iteration 19Q: 3 clusters Score -2388687 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2388727.000000 Penalty: 5112.710938
	Iteration 20F: 3 clusters Score -2388727 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2388758.500000 Penalty: 5112.710938
	Iteration 21Q: 3 clusters Score -2388758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2388796.000000 Penalty: 5112.710938
	Iteration 22Q: 3 clusters Score -2388796 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2388839.000000 Penalty: 5112.710938
	Iteration 23Q: 3 clusters Score -2388839 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2388891.250000 Penalty: 5112.710938
	Iteration 24Q: 3 clusters Score -2388891 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2388944.750000 Penalty: 5112.710938
	Iteration 25Q: 3 clusters Score -2388945 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2389025.500000 Penalty: 5112.710938
	Iteration 26Q: 3 clusters Score -2389026 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2389102.250000 Penalty: 5112.710938
	Iteration 27Q: 3 clusters Score -2389102 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2389170.750000 Penalty: 5112.710938
	Iteration 28Q: 3 clusters Score -2389171 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2389275.250000 Penalty: 5112.710938
	Iteration 29Q: 3 clusters Score -2389275 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2389377.500000 Penalty: 5112.710938
	Iteration 30Q: 3 clusters Score -2389378 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2389482.750000 Penalty: 5112.710938
	Iteration 31Q: 3 clusters Score -2389483 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2389589.250000 Penalty: 5112.710938
	Iteration 32Q: 3 clusters Score -2389589 nChanged 360
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2389706.000000 Penalty: 5112.710938
	Iteration 33Q: 3 clusters Score -2389706 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2389798.500000 Penalty: 5112.710938
	Iteration 34Q: 3 clusters Score -2389798 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2389886 nChanged 322
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2389969.500000 Penalty: 5112.710938
	Iteration 36Q: 3 clusters Score -2389970 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2390031.250000 Penalty: 5112.710938
	Iteration 37Q: 3 clusters Score -2390031 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2390091 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2390158.250000 Penalty: 5112.710938
	Iteration 39Q: 3 clusters Score -2390158 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2390206.750000 Penalty: 5112.710938
	Iteration 40F: 3 clusters Score -2390207 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2390266.750000 Penalty: 5112.710938
	Iteration 41Q: 3 clusters Score -2390267 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2390311.500000 Penalty: 5112.710938
	Iteration 42Q: 3 clusters Score -2390312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2390358 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2390401 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2390448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2390488.250000 Penalty: 5112.710938
	Iteration 46Q: 3 clusters Score -2390488 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2390522.500000 Penalty: 5112.710938
	Iteration 47Q: 3 clusters Score -2390522 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2390555 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2390589 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2390614.750000 Penalty: 5112.710938
	Iteration 50Q: 3 clusters Score -2390615 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2390642.500000 Penalty: 5112.710938
	Iteration 51Q: 3 clusters Score -2390642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2390665.500000 Penalty: 5112.710938
	Iteration 52Q: 3 clusters Score -2390666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2390689.750000 Penalty: 5112.710938
	Iteration 53Q: 3 clusters Score -2390690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2390718.750000 Penalty: 5112.710938
	Iteration 54Q: 3 clusters Score -2390719 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2390740.500000 Penalty: 5112.710938
	Iteration 55Q: 3 clusters Score -2390740 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2390756.000000 Penalty: 5112.710938
	Iteration 56Q: 3 clusters Score -2390756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2390778.250000 Penalty: 5112.710938
	Iteration 57Q: 3 clusters Score -2390778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2390799.000000 Penalty: 5112.710938
	Iteration 58Q: 3 clusters Score -2390799 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2390807.750000 Penalty: 5112.710938
	Iteration 59Q: 3 clusters Score -2390808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2390818.500000 Penalty: 5112.710938
	Iteration 60F: 3 clusters Score -2390818 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2390835.250000 Penalty: 5112.710938
	Iteration 61Q: 3 clusters Score -2390835 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2390849.750000 Penalty: 5112.710938
	Iteration 62Q: 3 clusters Score -2390850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2390876.500000 Penalty: 5112.710938
	Iteration 63Q: 3 clusters Score -2390876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2390899 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2390929.250000 Penalty: 5112.710938
	Iteration 65Q: 3 clusters Score -2390929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2390945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2390965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2390978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2390984.250000 Penalty: 5112.710938
	Iteration 69Q: 3 clusters Score -2390984 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2390989.750000 Penalty: 5112.710938
	Iteration 70Q: 3 clusters Score -2390990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2391010.000000 Penalty: 5112.710938
	Iteration 71Q: 3 clusters Score -2391010 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2391016.500000 Penalty: 5112.710938
	Iteration 72Q: 3 clusters Score -2391016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2391017.750000 Penalty: 5112.710938
	Iteration 73Q: 3 clusters Score -2391018 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2391017.250000 Penalty: 5112.710938
	Iteration 74Q: 3 clusters Score -2391017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2391022.250000 Penalty: 5112.710938
	Iteration 75Q: 3 clusters Score -2391022 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2391026.250000 Penalty: 5112.710938
	Iteration 76Q: 3 clusters Score -2391026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2391027 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2391023.500000 Penalty: 5112.710938
	Iteration 78Q: 3 clusters Score -2391024 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2391020.500000 Penalty: 5112.710938
	Iteration 79Q: 3 clusters Score -2391020 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2391015.500000 Penalty: 5112.710938
	Iteration 80F: 3 clusters Score -2391016 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2391018.750000 Penalty: 5112.710938
	Iteration 81Q: 3 clusters Score -2391019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2391022.250000 Penalty: 5112.710938
	Iteration 82Q: 3 clusters Score -2391022 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2391026.250000 Penalty: 5112.710938
	Iteration 83Q: 3 clusters Score -2391026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2391032.250000 Penalty: 5112.710938
	Iteration 84Q: 3 clusters Score -2391032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2391032.750000 Penalty: 5112.710938
	Iteration 85Q: 3 clusters Score -2391033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2391032.750000 Penalty: 5112.710938
	Iteration 86Q: 3 clusters Score -2391033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2391034.500000 Penalty: 5112.710938
	Iteration 87Q: 3 clusters Score -2391034 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2391029.500000 Penalty: 5112.710938
	Iteration 88Q: 3 clusters Score -2391030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2391034.250000 Penalty: 5112.710938
	Iteration 89Q: 3 clusters Score -2391034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2391037.250000 Penalty: 5112.710938
	Iteration 90Q: 3 clusters Score -2391037 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2391040.000000 Penalty: 5112.710938
	Iteration 91Q: 3 clusters Score -2391040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2391041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2391041.000000 Penalty: 5112.710938
	Iteration 93Q: 3 clusters Score -2391041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2391042.750000 Penalty: 5112.710938
	Iteration 94Q: 3 clusters Score -2391043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2391046.250000 Penalty: 5112.710938
	Iteration 95Q: 3 clusters Score -2391046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2391046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2391050.250000 Penalty: 5112.710938
	Iteration 97Q: 3 clusters Score -2391050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2391054.750000 Penalty: 5112.710938
	Iteration 98Q: 3 clusters Score -2391055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2391055.750000 Penalty: 5112.710938
	Iteration 99Q: 3 clusters Score -2391056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2391060.500000 Penalty: 5112.710938
	Iteration 100F: 3 clusters Score -2391060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2391061.000000 Penalty: 5112.710938
	Iteration 101Q: 3 clusters Score -2391061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2391056.250000 Penalty: 5112.710938
	Iteration 102Q: 3 clusters Score -2391056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2391061.000000 Penalty: 5112.710938
	Iteration 103Q: 3 clusters Score -2391061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2391056.250000 Penalty: 5112.710938
	Iteration 104Q: 3 clusters Score -2391056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2391061.250000 Penalty: 5112.710938
	Iteration 105Q: 3 clusters Score -2391061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2391058.500000 Penalty: 5112.710938
	Iteration 106Q: 3 clusters Score -2391058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2391057.750000 Penalty: 5112.710938
	Iteration 107Q: 3 clusters Score -2391058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2391060.000000 Penalty: 5112.710938
	Iteration 108Q: 3 clusters Score -2391060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2391058.500000 Penalty: 5112.710938
	Iteration 109Q: 3 clusters Score -2391058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2391059.000000 Penalty: 5112.710938
	Iteration 110Q: 3 clusters Score -2391059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2391059.000000 Penalty: 5112.710938
	Iteration 111F: 3 clusters Score -2391059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -1201014.375000 Penalty: 2394.780029
	Iteration 0F: 2 clusters Score -1201014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1189777.000000 Penalty: 4789.560059
	Iteration 0F: 3 clusters Score -1189777 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1193486.000000 Penalty: 4789.560059
	Iteration 1F: 3 clusters Score -1193486 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1193968.125000 Penalty: 4789.560059
	Iteration 2F: 3 clusters Score -1193968 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1194437.125000 Penalty: 4789.560059
	Iteration 3F: 3 clusters Score -1194437 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1194890.375000 Penalty: 4789.560059
	Iteration 4Q: 3 clusters Score -1194890 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1195351.625000 Penalty: 4789.560059
	Iteration 5Q: 3 clusters Score -1195352 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1195843.500000 Penalty: 4789.560059
	Iteration 6Q: 3 clusters Score -1195844 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1196343.500000 Penalty: 4789.560059
	Iteration 7F: 3 clusters Score -1196344 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1196915.125000 Penalty: 4789.560059
	Iteration 8F: 3 clusters Score -1196915 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1197484.125000 Penalty: 4789.560059
	Iteration 9F: 3 clusters Score -1197484 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1198062.625000 Penalty: 4789.560059
	Iteration 10Q: 3 clusters Score -1198063 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1198614.375000 Penalty: 4789.560059
	Iteration 11Q: 3 clusters Score -1198614 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1199111.125000 Penalty: 4789.560059
	Iteration 12Q: 3 clusters Score -1199111 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1199588.250000 Penalty: 4789.560059
	Iteration 13Q: 3 clusters Score -1199588 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1200142.500000 Penalty: 4789.560059
	Iteration 14Q: 3 clusters Score -1200142 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1200887.125000 Penalty: 4789.560059
	Iteration 15Q: 3 clusters Score -1200887 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1201454.250000 Penalty: 4789.560059
	Iteration 16Q: 3 clusters Score -1201454 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1201613.250000 Penalty: 4789.560059
	Iteration 17Q: 3 clusters Score -1201613 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1201675.500000 Penalty: 4789.560059
	Iteration 18Q: 3 clusters Score -1201676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1201715.625000 Penalty: 4789.560059
	Iteration 19Q: 3 clusters Score -1201716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1201744.750000 Penalty: 4789.560059
	Iteration 20F: 3 clusters Score -1201745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1201766.500000 Penalty: 4789.560059
	Iteration 21Q: 3 clusters Score -1201766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1201780.625000 Penalty: 4789.560059
	Iteration 22Q: 3 clusters Score -1201781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1201794.500000 Penalty: 4789.560059
	Iteration 23Q: 3 clusters Score -1201794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1201797.875000 Penalty: 4789.560059
	Iteration 24Q: 3 clusters Score -1201798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1201806.875000 Penalty: 4789.560059
	Iteration 25Q: 3 clusters Score -1201807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1201810.125000 Penalty: 4789.560059
	Iteration 26Q: 3 clusters Score -1201810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1201814.750000 Penalty: 4789.560059
	Iteration 27Q: 3 clusters Score -1201815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1201818.750000 Penalty: 4789.560059
	Iteration 28Q: 3 clusters Score -1201819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1201821.500000 Penalty: 4789.560059
	Iteration 29Q: 3 clusters Score -1201822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1201824.625000 Penalty: 4789.560059
	Iteration 30Q: 3 clusters Score -1201825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1201825.500000 Penalty: 4789.560059
	Iteration 31Q: 3 clusters Score -1201826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1201826.625000 Penalty: 4789.560059
	Iteration 32Q: 3 clusters Score -1201827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1201824.375000 Penalty: 4789.560059
	Iteration 33Q: 3 clusters Score -1201824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1201825.000000 Penalty: 4789.560059
	Iteration 34Q: 3 clusters Score -1201825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1201824.250000 Penalty: 4789.560059
	Iteration 35Q: 3 clusters Score -1201824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1201823.875000 Penalty: 4789.560059
	Iteration 36Q: 3 clusters Score -1201824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1201826.125000 Penalty: 4789.560059
	Iteration 37Q: 3 clusters Score -1201826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1201822.500000 Penalty: 4789.560059
	Iteration 38Q: 3 clusters Score -1201822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1201820.875000 Penalty: 4789.560059
	Iteration 39Q: 3 clusters Score -1201821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1201821.125000 Penalty: 4789.560059
	Iteration 40F: 3 clusters Score -1201821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1201823.625000 Penalty: 4789.560059
	Iteration 41Q: 3 clusters Score -1201824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1201824.250000 Penalty: 4789.560059
	Iteration 42Q: 3 clusters Score -1201824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1201825.875000 Penalty: 4789.560059
	Iteration 43Q: 3 clusters Score -1201826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1201825.625000 Penalty: 4789.560059
	Iteration 44Q: 3 clusters Score -1201826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1201827.125000 Penalty: 4789.560059
	Iteration 45Q: 3 clusters Score -1201827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1201827.125000 Penalty: 4789.560059
	Iteration 46F: 3 clusters Score -1201827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 6703 members 
Mstep: Class 3 contains 22948 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 218085 members 
Mstep: Class 6 contains 29857 members 
Mstep: Class 7 contains 41071 members 
Mstep: Class 8 contains 14787 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 54001 members 
Mstep: Class 11 contains 858445 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23083 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 26247 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100987 members 
Mstep: Class 18 contains 161375 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30852 members 
Mstep: Class 23 contains 11956 members 
Mstep: Class 24 contains 7750 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31011 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12713 members 
Mstep: Class 30 contains 8599 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 37518 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 8918 members 
Entering Unmasked Estep 
Score: -142782272.000000 Penalty: 121549.570312
Splitting cluster 2 changes total score from -142782480.000000 to -142782272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (22948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Entering Unmasked Estep 
Score: -1899133.875000 Penalty: 2490.164551
	Iteration 0F: 2 clusters Score -1899134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1883106.625000 Penalty: 4980.329102
	Iteration 0F: 3 clusters Score -1883107 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1888545.250000 Penalty: 4980.329102
	Iteration 1F: 3 clusters Score -1888545 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1889011.250000 Penalty: 4980.329102
	Iteration 2F: 3 clusters Score -1889011 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1889445.125000 Penalty: 4980.329102
	Iteration 3Q: 3 clusters Score -1889445 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1889846.500000 Penalty: 4980.329102
	Iteration 4Q: 3 clusters Score -1889846 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1890220.875000 Penalty: 4980.329102
	Iteration 5Q: 3 clusters Score -1890221 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1890573.125000 Penalty: 4980.329102
	Iteration 6Q: 3 clusters Score -1890573 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1890965.500000 Penalty: 4980.329102
	Iteration 7Q: 3 clusters Score -1890966 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1891483.125000 Penalty: 4980.329102
	Iteration 8Q: 3 clusters Score -1891483 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1892058.375000 Penalty: 4980.329102
	Iteration 9Q: 3 clusters Score -1892058 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1892737.875000 Penalty: 4980.329102
	Iteration 10Q: 3 clusters Score -1892738 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1893446.250000 Penalty: 4980.329102
	Iteration 11Q: 3 clusters Score -1893446 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1894093.625000 Penalty: 4980.329102
	Iteration 12Q: 3 clusters Score -1894094 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1894487.500000 Penalty: 4980.329102
	Iteration 13Q: 3 clusters Score -1894488 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1894707.500000 Penalty: 4980.329102
	Iteration 14Q: 3 clusters Score -1894708 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1894837.000000 Penalty: 4980.329102
	Iteration 15Q: 3 clusters Score -1894837 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1894924.500000 Penalty: 4980.329102
	Iteration 16Q: 3 clusters Score -1894924 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1895003.500000 Penalty: 4980.329102
	Iteration 17Q: 3 clusters Score -1895004 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1895075.250000 Penalty: 4980.329102
	Iteration 18Q: 3 clusters Score -1895075 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1895134.875000 Penalty: 4980.329102
	Iteration 19Q: 3 clusters Score -1895135 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1895196.750000 Penalty: 4980.329102
	Iteration 20F: 3 clusters Score -1895197 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1895248.625000 Penalty: 4980.329102
	Iteration 21Q: 3 clusters Score -1895249 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1895300.875000 Penalty: 4980.329102
	Iteration 22Q: 3 clusters Score -1895301 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1895329.125000 Penalty: 4980.329102
	Iteration 23Q: 3 clusters Score -1895329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1895367.625000 Penalty: 4980.329102
	Iteration 24Q: 3 clusters Score -1895368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1895398.250000 Penalty: 4980.329102
	Iteration 25Q: 3 clusters Score -1895398 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1895423.250000 Penalty: 4980.329102
	Iteration 26Q: 3 clusters Score -1895423 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1895441.250000 Penalty: 4980.329102
	Iteration 27Q: 3 clusters Score -1895441 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1895463.750000 Penalty: 4980.329102
	Iteration 28Q: 3 clusters Score -1895464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1895485.375000 Penalty: 4980.329102
	Iteration 29Q: 3 clusters Score -1895485 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1895504.625000 Penalty: 4980.329102
	Iteration 30Q: 3 clusters Score -1895505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1895521.125000 Penalty: 4980.329102
	Iteration 31Q: 3 clusters Score -1895521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1895541.375000 Penalty: 4980.329102
	Iteration 32Q: 3 clusters Score -1895541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1895564.250000 Penalty: 4980.329102
	Iteration 33Q: 3 clusters Score -1895564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1895588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1895605.750000 Penalty: 4980.329102
	Iteration 35Q: 3 clusters Score -1895606 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1895617.000000 Penalty: 4980.329102
	Iteration 36Q: 3 clusters Score -1895617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1895629 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1895638 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1895657.500000 Penalty: 4980.329102
	Iteration 39Q: 3 clusters Score -1895658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1895690.750000 Penalty: 4980.329102
	Iteration 40F: 3 clusters Score -1895691 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1895717 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1895740.375000 Penalty: 4980.329102
	Iteration 42Q: 3 clusters Score -1895740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1895761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1895790 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1895818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1895852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1895881 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1895904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1895935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1895964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1895985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1896020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1896042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1896074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1896102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1896137 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1896173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1896208 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1896238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1896257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1896295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1896319 nChanged 108
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Mstep: Class 1 contains 19540 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1896347 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1896380 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1896411 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1896442 nChanged 84
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Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1896460 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 2940 members 
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	Iteration 68Q: 3 clusters Score -1896472 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1896489 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1896513 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1896537 nChanged 84
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Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1896561 nChanged 79
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Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1896586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1896598 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1896620.000000 Penalty: 4980.329102
	Iteration 75Q: 3 clusters Score -1896620 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1896629 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20620 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1896644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1896662 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1896696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1896717.625000 Penalty: 4980.329102
	Iteration 80F: 3 clusters Score -1896718 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20904 members 
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Entering Unmasked Estep 
Score: -1896754.875000 Penalty: 4980.329102
	Iteration 81Q: 3 clusters Score -1896755 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1896785 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1896807.625000 Penalty: 4980.329102
	Iteration 83Q: 3 clusters Score -1896808 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1896824.000000 Penalty: 4980.329102
	Iteration 84Q: 3 clusters Score -1896824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1896851 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1896868 nChanged 66
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Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1896894 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1896929 nChanged 55
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Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1534 members 
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	Iteration 89Q: 3 clusters Score -1896947 nChanged 49
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Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1896976 nChanged 42
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Mstep: Class 1 contains 21503 members 
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	Iteration 91Q: 3 clusters Score -1896988 nChanged 34
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Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1896997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1897007 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1897017.750000 Penalty: 4980.329102
	Iteration 94Q: 3 clusters Score -1897018 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1897024.375000 Penalty: 4980.329102
	Iteration 95Q: 3 clusters Score -1897024 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1897023.250000 Penalty: 4980.329102
	Iteration 96Q: 3 clusters Score -1897023 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1897026.250000 Penalty: 4980.329102
	Iteration 97Q: 3 clusters Score -1897026 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1897030 nChanged 22
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Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1897032.750000 Penalty: 4980.329102
	Iteration 99Q: 3 clusters Score -1897033 nChanged 12
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Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1897038.000000 Penalty: 4980.329102
	Iteration 100F: 3 clusters Score -1897038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1897041.625000 Penalty: 4980.329102
	Iteration 101Q: 3 clusters Score -1897042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1897046.125000 Penalty: 4980.329102
	Iteration 102Q: 3 clusters Score -1897046 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1897045.875000 Penalty: 4980.329102
	Iteration 103Q: 3 clusters Score -1897046 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1897047 nChanged 4
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Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1897050.250000 Penalty: 4980.329102
	Iteration 105Q: 3 clusters Score -1897050 nChanged 5
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Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1897053.000000 Penalty: 4980.329102
	Iteration 106Q: 3 clusters Score -1897053 nChanged 8
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Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1897054 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1897061.000000 Penalty: 4980.329102
	Iteration 108Q: 3 clusters Score -1897061 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1897069.625000 Penalty: 4980.329102
	Iteration 109Q: 3 clusters Score -1897070 nChanged 13
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Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1897072.875000 Penalty: 4980.329102
	Iteration 110Q: 3 clusters Score -1897073 nChanged 16
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Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1897077.000000 Penalty: 4980.329102
	Iteration 111Q: 3 clusters Score -1897077 nChanged 13
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Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1897082.750000 Penalty: 4980.329102
	Iteration 112Q: 3 clusters Score -1897083 nChanged 12
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Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1897085.000000 Penalty: 4980.329102
	Iteration 113Q: 3 clusters Score -1897085 nChanged 13
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Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1897088.875000 Penalty: 4980.329102
	Iteration 114Q: 3 clusters Score -1897089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1897090.250000 Penalty: 4980.329102
	Iteration 115Q: 3 clusters Score -1897090 nChanged 12
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Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1897093.375000 Penalty: 4980.329102
	Iteration 116Q: 3 clusters Score -1897093 nChanged 7
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Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1897098.000000 Penalty: 4980.329102
	Iteration 117Q: 3 clusters Score -1897098 nChanged 8
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Entering Unmasked Estep 
Score: -1897104.250000 Penalty: 4980.329102
	Iteration 118Q: 3 clusters Score -1897104 nChanged 6
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Mstep: Class 1 contains 21881 members 
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Entering Unmasked Estep 
Score: -1897104.125000 Penalty: 4980.329102
	Iteration 119Q: 3 clusters Score -1897104 nChanged 6
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Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1897106.125000 Penalty: 4980.329102
	Iteration 120F: 3 clusters Score -1897106 nChanged 4
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Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1897108 nChanged 2
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Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1897109 nChanged 0
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Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1897108.875000 Penalty: 4980.329102
	Iteration 123F: 3 clusters Score -1897109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Entering Unmasked Estep 
Score: -395413.531250 Penalty: 2122.467041
	Iteration 0F: 2 clusters Score -395413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -390803.125000 Penalty: 4244.934082
	Iteration 0F: 3 clusters Score -390803.1 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -392280.875000 Penalty: 4244.934082
	Iteration 1F: 3 clusters Score -392280.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -392864.437500 Penalty: 4244.934082
	Iteration 2F: 3 clusters Score -392864.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -393347.093750 Penalty: 4244.934082
	Iteration 3F: 3 clusters Score -393347.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -393783.906250 Penalty: 4244.934082
	Iteration 4F: 3 clusters Score -393783.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -394076.593750 Penalty: 4244.934082
	Iteration 5F: 3 clusters Score -394076.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -394280.968750 Penalty: 4244.934082
	Iteration 6Q: 3 clusters Score -394281 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -394405.687500 Penalty: 4244.934082
	Iteration 7Q: 3 clusters Score -394405.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -394472.156250 Penalty: 4244.934082
	Iteration 8Q: 3 clusters Score -394472.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -394518.125000 Penalty: 4244.934082
	Iteration 9Q: 3 clusters Score -394518.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -394536.625000 Penalty: 4244.934082
	Iteration 10Q: 3 clusters Score -394536.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -394545.968750 Penalty: 4244.934082
	Iteration 11Q: 3 clusters Score -394546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -394551.312500 Penalty: 4244.934082
	Iteration 12Q: 3 clusters Score -394551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -394556.406250 Penalty: 4244.934082
	Iteration 13Q: 3 clusters Score -394556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -394559.812500 Penalty: 4244.934082
	Iteration 14Q: 3 clusters Score -394559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -394560.875000 Penalty: 4244.934082
	Iteration 15Q: 3 clusters Score -394560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -394561.156250 Penalty: 4244.934082
	Iteration 16Q: 3 clusters Score -394561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -394563.593750 Penalty: 4244.934082
	Iteration 17Q: 3 clusters Score -394563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -394563.000000 Penalty: 4244.934082
	Iteration 18Q: 3 clusters Score -394563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -394563.531250 Penalty: 4244.934082
	Iteration 19Q: 3 clusters Score -394563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -394564.156250 Penalty: 4244.934082
	Iteration 20F: 3 clusters Score -394564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -394564.843750 Penalty: 4244.934082
	Iteration 21Q: 3 clusters Score -394564.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -394565.156250 Penalty: 4244.934082
	Iteration 22Q: 3 clusters Score -394565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -394565.156250 Penalty: 4244.934082
	Iteration 23F: 3 clusters Score -394565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (218085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218085 members 
Entering Unmasked Estep 
Score: -17655596.000000 Penalty: 3048.574707
	Iteration 0F: 2 clusters Score -1.76556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -17509562.000000 Penalty: 6097.149414
	Iteration 0F: 3 clusters Score -1.750956e+07 nChanged 104651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104317 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -17570634.000000 Penalty: 6097.149414
	Iteration 1F: 3 clusters Score -1.757063e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 116583 members 
Entering Unmasked Estep 
Score: -17571680.000000 Penalty: 6097.149414
	Iteration 2Q: 3 clusters Score -1.757168e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 120861 members 
Entering Unmasked Estep 
Score: -17573214.000000 Penalty: 6097.149414
	Iteration 3Q: 3 clusters Score -1.757321e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90625 members 
Mstep: Class 2 contains 127460 members 
Entering Unmasked Estep 
Score: -17575774.000000 Penalty: 6097.149414
	Iteration 4Q: 3 clusters Score -1.757577e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -17580616.000000 Penalty: 6097.149414
	Iteration 5Q: 3 clusters Score -1.758062e+07 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 152173 members 
Entering Unmasked Estep 
Score: -17590464.000000 Penalty: 6097.149414
	Iteration 6F: 3 clusters Score -1.759046e+07 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -17606766.000000 Penalty: 6097.149414
	Iteration 7F: 3 clusters Score -1.760677e+07 nChanged 20641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 192081 members 
Entering Unmasked Estep 
Score: -17627364.000000 Penalty: 6097.149414
	Iteration 8F: 3 clusters Score -1.762736e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 207071 members 
Entering Unmasked Estep 
Score: -17643058.000000 Penalty: 6097.149414
	Iteration 9F: 3 clusters Score -1.764306e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 214055 members 
Entering Unmasked Estep 
Score: -17649842.000000 Penalty: 6097.149414
	Iteration 10Q: 3 clusters Score -1.764984e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 216346 members 
Entering Unmasked Estep 
Score: -17651936.000000 Penalty: 6097.149414
	Iteration 11Q: 3 clusters Score -1.765194e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 217029 members 
Entering Unmasked Estep 
Score: -17652678.000000 Penalty: 6097.149414
	Iteration 12Q: 3 clusters Score -1.765268e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 217236 members 
Entering Unmasked Estep 
Score: -17652940.000000 Penalty: 6097.149414
	Iteration 13Q: 3 clusters Score -1.765294e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 217318 members 
Entering Unmasked Estep 
Score: -17653074.000000 Penalty: 6097.149414
	Iteration 14Q: 3 clusters Score -1.765307e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 217355 members 
Entering Unmasked Estep 
Score: -17653136.000000 Penalty: 6097.149414
	Iteration 15Q: 3 clusters Score -1.765314e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 217363 members 
Entering Unmasked Estep 
Score: -17653176.000000 Penalty: 6097.149414
	Iteration 16Q: 3 clusters Score -1.765318e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 217380 members 
Entering Unmasked Estep 
Score: -17653244.000000 Penalty: 6097.149414
	Iteration 17Q: 3 clusters Score -1.765324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 217399 members 
Entering Unmasked Estep 
Score: -17653296.000000 Penalty: 6097.149414
	Iteration 18Q: 3 clusters Score -1.76533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 217408 members 
Entering Unmasked Estep 
Score: -17653286.000000 Penalty: 6097.149414
	Iteration 19Q: 3 clusters Score -1.765329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 217414 members 
Entering Unmasked Estep 
Score: -17653316.000000 Penalty: 6097.149414
	Iteration 20F: 3 clusters Score -1.765332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 217416 members 
Entering Unmasked Estep 
Score: -17653306.000000 Penalty: 6097.149414
	Iteration 21Q: 3 clusters Score -1.765331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 217423 members 
Entering Unmasked Estep 
Score: -17653330.000000 Penalty: 6097.149414
	Iteration 22Q: 3 clusters Score -1.765333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -17653344.000000 Penalty: 6097.149414
	Iteration 23Q: 3 clusters Score -1.765334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 217429 members 
Entering Unmasked Estep 
Score: -17653360.000000 Penalty: 6097.149414
	Iteration 24Q: 3 clusters Score -1.765336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 217430 members 
Entering Unmasked Estep 
Score: -17653376.000000 Penalty: 6097.149414
	Iteration 25Q: 3 clusters Score -1.765338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -17653358.000000 Penalty: 6097.149414
	Iteration 26Q: 3 clusters Score -1.765336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -17653360.000000 Penalty: 6097.149414
	Iteration 27Q: 3 clusters Score -1.765336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 217435 members 
Entering Unmasked Estep 
Score: -17653358.000000 Penalty: 6097.149414
	Iteration 28Q: 3 clusters Score -1.765336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -17653360.000000 Penalty: 6097.149414
	Iteration 29Q: 3 clusters Score -1.765336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 217432 members 
Entering Unmasked Estep 
Score: -17653362.000000 Penalty: 6097.149414
	Iteration 30Q: 3 clusters Score -1.765336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 217430 members 
Entering Unmasked Estep 
Score: -17653344.000000 Penalty: 6097.149414
	Iteration 31Q: 3 clusters Score -1.765334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -17653348.000000 Penalty: 6097.149414
	Iteration 32Q: 3 clusters Score -1.765335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -17653352.000000 Penalty: 6097.149414
	Iteration 33Q: 3 clusters Score -1.765335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 217434 members 
Entering Unmasked Estep 
Score: -17653362.000000 Penalty: 6097.149414
	Iteration 34Q: 3 clusters Score -1.765336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 217433 members 
Entering Unmasked Estep 
Score: -17653372.000000 Penalty: 6097.149414
	Iteration 35Q: 3 clusters Score -1.765337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 217432 members 
Entering Unmasked Estep 
Score: -17653362.000000 Penalty: 6097.149414
	Iteration 36Q: 3 clusters Score -1.765336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 217431 members 
Entering Unmasked Estep 
Score: -17653368.000000 Penalty: 6097.149414
	Iteration 37Q: 3 clusters Score -1.765337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 217429 members 
Entering Unmasked Estep 
Score: -17653370.000000 Penalty: 6097.149414
	Iteration 38Q: 3 clusters Score -1.765337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 217427 members 
Entering Unmasked Estep 
Score: -17653358.000000 Penalty: 6097.149414
	Iteration 39Q: 3 clusters Score -1.765336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 217427 members 
Entering Unmasked Estep 
Score: -17653364.000000 Penalty: 6097.149414
	Iteration 40F: 3 clusters Score -1.765336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 217428 members 
Entering Unmasked Estep 
Score: -17653368.000000 Penalty: 6097.149414
	Iteration 41Q: 3 clusters Score -1.765337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 217428 members 
Entering Unmasked Estep 
Score: -17653368.000000 Penalty: 6097.149414
	Iteration 42F: 3 clusters Score -1.765337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Entering Unmasked Estep 
Score: -2374025.250000 Penalty: 2555.435303
	Iteration 0F: 2 clusters Score -2374025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2353518.750000 Penalty: 5110.870605
	Iteration 0F: 3 clusters Score -2353519 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2360917.000000 Penalty: 5110.870605
	Iteration 1F: 3 clusters Score -2360917 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2361333.250000 Penalty: 5110.870605
	Iteration 2Q: 3 clusters Score -2361333 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2361666.500000 Penalty: 5110.870605
	Iteration 3Q: 3 clusters Score -2361666 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2361998.250000 Penalty: 5110.870605
	Iteration 4Q: 3 clusters Score -2361998 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2362321.250000 Penalty: 5110.870605
	Iteration 5Q: 3 clusters Score -2362321 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2362707.250000 Penalty: 5110.870605
	Iteration 6Q: 3 clusters Score -2362707 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2363164.250000 Penalty: 5110.870605
	Iteration 7Q: 3 clusters Score -2363164 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2363815.000000 Penalty: 5110.870605
	Iteration 8Q: 3 clusters Score -2363815 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2364723.250000 Penalty: 5110.870605
	Iteration 9F: 3 clusters Score -2364723 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2365863.500000 Penalty: 5110.870605
	Iteration 10F: 3 clusters Score -2365864 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2367180.750000 Penalty: 5110.870605
	Iteration 11F: 3 clusters Score -2367181 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2368474.750000 Penalty: 5110.870605
	Iteration 12F: 3 clusters Score -2368475 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2369566.500000 Penalty: 5110.870605
	Iteration 13Q: 3 clusters Score -2369566 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2370406.500000 Penalty: 5110.870605
	Iteration 14Q: 3 clusters Score -2370406 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2370912.250000 Penalty: 5110.870605
	Iteration 15Q: 3 clusters Score -2370912 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2371240.250000 Penalty: 5110.870605
	Iteration 16Q: 3 clusters Score -2371240 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2371467.000000 Penalty: 5110.870605
	Iteration 17Q: 3 clusters Score -2371467 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2371598.000000 Penalty: 5110.870605
	Iteration 18Q: 3 clusters Score -2371598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2371693.750000 Penalty: 5110.870605
	Iteration 19Q: 3 clusters Score -2371694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2371733.750000 Penalty: 5110.870605
	Iteration 20F: 3 clusters Score -2371734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2371754.250000 Penalty: 5110.870605
	Iteration 21Q: 3 clusters Score -2371754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2371766.000000 Penalty: 5110.870605
	Iteration 22Q: 3 clusters Score -2371766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2371779.250000 Penalty: 5110.870605
	Iteration 23Q: 3 clusters Score -2371779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2371783.000000 Penalty: 5110.870605
	Iteration 24Q: 3 clusters Score -2371783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2371791.250000 Penalty: 5110.870605
	Iteration 25Q: 3 clusters Score -2371791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2371790.750000 Penalty: 5110.870605
	Iteration 26Q: 3 clusters Score -2371791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2371793.500000 Penalty: 5110.870605
	Iteration 27Q: 3 clusters Score -2371794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2371796.250000 Penalty: 5110.870605
	Iteration 28Q: 3 clusters Score -2371796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2371796.000000 Penalty: 5110.870605
	Iteration 29Q: 3 clusters Score -2371796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2371796.000000 Penalty: 5110.870605
	Iteration 30F: 3 clusters Score -2371796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Entering Unmasked Estep 
Score: -3187159.500000 Penalty: 2634.518311
	Iteration 0F: 2 clusters Score -3187160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3159459.000000 Penalty: 5269.036621
	Iteration 0F: 3 clusters Score -3159459 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3169905.750000 Penalty: 5269.036621
	Iteration 1F: 3 clusters Score -3169906 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3170602.500000 Penalty: 5269.036621
	Iteration 2Q: 3 clusters Score -3170602 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3171463.250000 Penalty: 5269.036621
	Iteration 3Q: 3 clusters Score -3171463 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3172551.250000 Penalty: 5269.036621
	Iteration 4F: 3 clusters Score -3172551 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3173963.250000 Penalty: 5269.036621
	Iteration 5F: 3 clusters Score -3173963 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3175701.250000 Penalty: 5269.036621
	Iteration 6F: 3 clusters Score -3175701 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3177764.750000 Penalty: 5269.036621
	Iteration 7F: 3 clusters Score -3177765 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3179702.250000 Penalty: 5269.036621
	Iteration 8F: 3 clusters Score -3179702 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3181148.000000 Penalty: 5269.036621
	Iteration 9F: 3 clusters Score -3181148 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3181990.250000 Penalty: 5269.036621
	Iteration 10Q: 3 clusters Score -3181990 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3182435.500000 Penalty: 5269.036621
	Iteration 11Q: 3 clusters Score -3182436 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3182694.750000 Penalty: 5269.036621
	Iteration 12Q: 3 clusters Score -3182695 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3182854.750000 Penalty: 5269.036621
	Iteration 13Q: 3 clusters Score -3182855 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -3182968.000000 Penalty: 5269.036621
	Iteration 14Q: 3 clusters Score -3182968 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3183076.250000 Penalty: 5269.036621
	Iteration 15Q: 3 clusters Score -3183076 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3183180.500000 Penalty: 5269.036621
	Iteration 16Q: 3 clusters Score -3183180 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3183254.250000 Penalty: 5269.036621
	Iteration 17Q: 3 clusters Score -3183254 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3183316.500000 Penalty: 5269.036621
	Iteration 18Q: 3 clusters Score -3183316 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3183411.250000 Penalty: 5269.036621
	Iteration 19Q: 3 clusters Score -3183411 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3183473.250000 Penalty: 5269.036621
	Iteration 20F: 3 clusters Score -3183473 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3183546.500000 Penalty: 5269.036621
	Iteration 21Q: 3 clusters Score -3183546 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3183609.000000 Penalty: 5269.036621
	Iteration 22Q: 3 clusters Score -3183609 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3183663.000000 Penalty: 5269.036621
	Iteration 23Q: 3 clusters Score -3183663 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3183705.500000 Penalty: 5269.036621
	Iteration 24Q: 3 clusters Score -3183706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3183748.250000 Penalty: 5269.036621
	Iteration 25Q: 3 clusters Score -3183748 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3183793.250000 Penalty: 5269.036621
	Iteration 26Q: 3 clusters Score -3183793 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3183837.000000 Penalty: 5269.036621
	Iteration 27Q: 3 clusters Score -3183837 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3183854.750000 Penalty: 5269.036621
	Iteration 28Q: 3 clusters Score -3183855 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3183900.000000 Penalty: 5269.036621
	Iteration 29Q: 3 clusters Score -3183900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3183958.000000 Penalty: 5269.036621
	Iteration 30Q: 3 clusters Score -3183958 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3184005.500000 Penalty: 5269.036621
	Iteration 31Q: 3 clusters Score -3184006 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3184053.250000 Penalty: 5269.036621
	Iteration 32Q: 3 clusters Score -3184053 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3184099.750000 Penalty: 5269.036621
	Iteration 33Q: 3 clusters Score -3184100 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3184146.250000 Penalty: 5269.036621
	Iteration 34Q: 3 clusters Score -3184146 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -3184199.500000 Penalty: 5269.036621
	Iteration 35Q: 3 clusters Score -3184200 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3184233.250000 Penalty: 5269.036621
	Iteration 36Q: 3 clusters Score -3184233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3184259.000000 Penalty: 5269.036621
	Iteration 37Q: 3 clusters Score -3184259 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3184282.500000 Penalty: 5269.036621
	Iteration 38Q: 3 clusters Score -3184282 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3184306.500000 Penalty: 5269.036621
	Iteration 39Q: 3 clusters Score -3184306 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3184320.500000 Penalty: 5269.036621
	Iteration 40F: 3 clusters Score -3184320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3184344.250000 Penalty: 5269.036621
	Iteration 41Q: 3 clusters Score -3184344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -3184358.500000 Penalty: 5269.036621
	Iteration 42Q: 3 clusters Score -3184358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3184381.000000 Penalty: 5269.036621
	Iteration 43Q: 3 clusters Score -3184381 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3184409.500000 Penalty: 5269.036621
	Iteration 44Q: 3 clusters Score -3184410 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3184446.750000 Penalty: 5269.036621
	Iteration 45Q: 3 clusters Score -3184447 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3184458.000000 Penalty: 5269.036621
	Iteration 46Q: 3 clusters Score -3184458 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3184486.000000 Penalty: 5269.036621
	Iteration 47Q: 3 clusters Score -3184486 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3184509.750000 Penalty: 5269.036621
	Iteration 48Q: 3 clusters Score -3184510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3184540.250000 Penalty: 5269.036621
	Iteration 49Q: 3 clusters Score -3184540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3184556.000000 Penalty: 5269.036621
	Iteration 50Q: 3 clusters Score -3184556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -3184571.750000 Penalty: 5269.036621
	Iteration 51Q: 3 clusters Score -3184572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3184588.500000 Penalty: 5269.036621
	Iteration 52Q: 3 clusters Score -3184588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3184604.250000 Penalty: 5269.036621
	Iteration 53Q: 3 clusters Score -3184604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3184615.250000 Penalty: 5269.036621
	Iteration 54Q: 3 clusters Score -3184615 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3184635.250000 Penalty: 5269.036621
	Iteration 55Q: 3 clusters Score -3184635 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3184644.750000 Penalty: 5269.036621
	Iteration 56Q: 3 clusters Score -3184645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3184650.750000 Penalty: 5269.036621
	Iteration 57Q: 3 clusters Score -3184651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3184677.250000 Penalty: 5269.036621
	Iteration 58Q: 3 clusters Score -3184677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3184684.750000 Penalty: 5269.036621
	Iteration 59Q: 3 clusters Score -3184685 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3184702.000000 Penalty: 5269.036621
	Iteration 60F: 3 clusters Score -3184702 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3184720.250000 Penalty: 5269.036621
	Iteration 61Q: 3 clusters Score -3184720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3184736.750000 Penalty: 5269.036621
	Iteration 62Q: 3 clusters Score -3184737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3184752.000000 Penalty: 5269.036621
	Iteration 63Q: 3 clusters Score -3184752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3184755.750000 Penalty: 5269.036621
	Iteration 64Q: 3 clusters Score -3184756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -3184767.750000 Penalty: 5269.036621
	Iteration 65Q: 3 clusters Score -3184768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3184762.500000 Penalty: 5269.036621
	Iteration 66Q: 3 clusters Score -3184762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3184778.500000 Penalty: 5269.036621
	Iteration 67Q: 3 clusters Score -3184778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3184797.750000 Penalty: 5269.036621
	Iteration 68Q: 3 clusters Score -3184798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3184803.750000 Penalty: 5269.036621
	Iteration 69Q: 3 clusters Score -3184804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3184808.750000 Penalty: 5269.036621
	Iteration 70Q: 3 clusters Score -3184809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3184809.500000 Penalty: 5269.036621
	Iteration 71Q: 3 clusters Score -3184810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3184815.750000 Penalty: 5269.036621
	Iteration 72Q: 3 clusters Score -3184816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3184826.500000 Penalty: 5269.036621
	Iteration 73Q: 3 clusters Score -3184826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3184833.250000 Penalty: 5269.036621
	Iteration 74Q: 3 clusters Score -3184833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3184839.500000 Penalty: 5269.036621
	Iteration 75Q: 3 clusters Score -3184840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3184849.250000 Penalty: 5269.036621
	Iteration 76Q: 3 clusters Score -3184849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3184855.250000 Penalty: 5269.036621
	Iteration 77Q: 3 clusters Score -3184855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3184862.000000 Penalty: 5269.036621
	Iteration 78Q: 3 clusters Score -3184862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3184874.000000 Penalty: 5269.036621
	Iteration 79Q: 3 clusters Score -3184874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3184870.000000 Penalty: 5269.036621
	Iteration 80F: 3 clusters Score -3184870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3184870.250000 Penalty: 5269.036621
	Iteration 81Q: 3 clusters Score -3184870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3184892.000000 Penalty: 5269.036621
	Iteration 82Q: 3 clusters Score -3184892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3184893.500000 Penalty: 5269.036621
	Iteration 83Q: 3 clusters Score -3184894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3184894.000000 Penalty: 5269.036621
	Iteration 84Q: 3 clusters Score -3184894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3184908.000000 Penalty: 5269.036621
	Iteration 85Q: 3 clusters Score -3184908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3184916.250000 Penalty: 5269.036621
	Iteration 86Q: 3 clusters Score -3184916 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3184931.750000 Penalty: 5269.036621
	Iteration 87Q: 3 clusters Score -3184932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3184940.000000 Penalty: 5269.036621
	Iteration 88Q: 3 clusters Score -3184940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3184943.750000 Penalty: 5269.036621
	Iteration 89Q: 3 clusters Score -3184944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3184953.250000 Penalty: 5269.036621
	Iteration 90Q: 3 clusters Score -3184953 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3184961.750000 Penalty: 5269.036621
	Iteration 91Q: 3 clusters Score -3184962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3184981.000000 Penalty: 5269.036621
	Iteration 92Q: 3 clusters Score -3184981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3184984.750000 Penalty: 5269.036621
	Iteration 93Q: 3 clusters Score -3184985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3184989.250000 Penalty: 5269.036621
	Iteration 94Q: 3 clusters Score -3184989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3185006.500000 Penalty: 5269.036621
	Iteration 95Q: 3 clusters Score -3185006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3185013.500000 Penalty: 5269.036621
	Iteration 96Q: 3 clusters Score -3185014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3185023.500000 Penalty: 5269.036621
	Iteration 97Q: 3 clusters Score -3185024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3185029.750000 Penalty: 5269.036621
	Iteration 98Q: 3 clusters Score -3185030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3185027.750000 Penalty: 5269.036621
	Iteration 99Q: 3 clusters Score -3185028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3185049.250000 Penalty: 5269.036621
	Iteration 100F: 3 clusters Score -3185049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3185056.250000 Penalty: 5269.036621
	Iteration 101Q: 3 clusters Score -3185056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3185071.250000 Penalty: 5269.036621
	Iteration 102Q: 3 clusters Score -3185071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3185089.750000 Penalty: 5269.036621
	Iteration 103Q: 3 clusters Score -3185090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3185109.750000 Penalty: 5269.036621
	Iteration 104Q: 3 clusters Score -3185110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3185123.000000 Penalty: 5269.036621
	Iteration 105Q: 3 clusters Score -3185123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3185137.750000 Penalty: 5269.036621
	Iteration 106Q: 3 clusters Score -3185138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3185149.000000 Penalty: 5269.036621
	Iteration 107Q: 3 clusters Score -3185149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3185175.000000 Penalty: 5269.036621
	Iteration 108Q: 3 clusters Score -3185175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3185185.750000 Penalty: 5269.036621
	Iteration 109Q: 3 clusters Score -3185186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3185196.750000 Penalty: 5269.036621
	Iteration 110Q: 3 clusters Score -3185197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3185213.750000 Penalty: 5269.036621
	Iteration 111Q: 3 clusters Score -3185214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3185238.250000 Penalty: 5269.036621
	Iteration 112Q: 3 clusters Score -3185238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3185265.500000 Penalty: 5269.036621
	Iteration 113Q: 3 clusters Score -3185266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3185285.500000 Penalty: 5269.036621
	Iteration 114Q: 3 clusters Score -3185286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3185328.750000 Penalty: 5269.036621
	Iteration 115Q: 3 clusters Score -3185329 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3185349.000000 Penalty: 5269.036621
	Iteration 116Q: 3 clusters Score -3185349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3185383.000000 Penalty: 5269.036621
	Iteration 117Q: 3 clusters Score -3185383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3185414.000000 Penalty: 5269.036621
	Iteration 118Q: 3 clusters Score -3185414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3185463.750000 Penalty: 5269.036621
	Iteration 119Q: 3 clusters Score -3185464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3185502.750000 Penalty: 5269.036621
	Iteration 120F: 3 clusters Score -3185503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3185533.000000 Penalty: 5269.036621
	Iteration 121Q: 3 clusters Score -3185533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3185573.250000 Penalty: 5269.036621
	Iteration 122Q: 3 clusters Score -3185573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3185602.750000 Penalty: 5269.036621
	Iteration 123Q: 3 clusters Score -3185603 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3185622.750000 Penalty: 5269.036621
	Iteration 124Q: 3 clusters Score -3185623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3185678.750000 Penalty: 5269.036621
	Iteration 125Q: 3 clusters Score -3185679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3185725.750000 Penalty: 5269.036621
	Iteration 126Q: 3 clusters Score -3185726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3185762.000000 Penalty: 5269.036621
	Iteration 127Q: 3 clusters Score -3185762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3185798.750000 Penalty: 5269.036621
	Iteration 128Q: 3 clusters Score -3185799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3185816.750000 Penalty: 5269.036621
	Iteration 129Q: 3 clusters Score -3185817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3185836.500000 Penalty: 5269.036621
	Iteration 130Q: 3 clusters Score -3185836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3185848.000000 Penalty: 5269.036621
	Iteration 131Q: 3 clusters Score -3185848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3185852.250000 Penalty: 5269.036621
	Iteration 132Q: 3 clusters Score -3185852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3185869.500000 Penalty: 5269.036621
	Iteration 133Q: 3 clusters Score -3185870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3185876.000000 Penalty: 5269.036621
	Iteration 134Q: 3 clusters Score -3185876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3185892.250000 Penalty: 5269.036621
	Iteration 135Q: 3 clusters Score -3185892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3185893.500000 Penalty: 5269.036621
	Iteration 136Q: 3 clusters Score -3185894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3185899.250000 Penalty: 5269.036621
	Iteration 137Q: 3 clusters Score -3185899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3185907.500000 Penalty: 5269.036621
	Iteration 138Q: 3 clusters Score -3185908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3185910.000000 Penalty: 5269.036621
	Iteration 139Q: 3 clusters Score -3185910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3185914.750000 Penalty: 5269.036621
	Iteration 140F: 3 clusters Score -3185915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3185918.000000 Penalty: 5269.036621
	Iteration 141Q: 3 clusters Score -3185918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3185918.250000 Penalty: 5269.036621
	Iteration 142Q: 3 clusters Score -3185918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3185919.000000 Penalty: 5269.036621
	Iteration 143Q: 3 clusters Score -3185919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3185913.250000 Penalty: 5269.036621
	Iteration 144Q: 3 clusters Score -3185913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3185915.250000 Penalty: 5269.036621
	Iteration 145Q: 3 clusters Score -3185915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3185920.750000 Penalty: 5269.036621
	Iteration 146Q: 3 clusters Score -3185921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3185923.500000 Penalty: 5269.036621
	Iteration 147Q: 3 clusters Score -3185924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3185922.750000 Penalty: 5269.036621
	Iteration 148Q: 3 clusters Score -3185923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3185924.000000 Penalty: 5269.036621
	Iteration 149Q: 3 clusters Score -3185924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3185923.750000 Penalty: 5269.036621
	Iteration 150Q: 3 clusters Score -3185924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3185922.750000 Penalty: 5269.036621
	Iteration 151Q: 3 clusters Score -3185923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3185921.250000 Penalty: 5269.036621
	Iteration 152Q: 3 clusters Score -3185921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3185924.250000 Penalty: 5269.036621
	Iteration 153Q: 3 clusters Score -3185924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3185922.750000 Penalty: 5269.036621
	Iteration 154Q: 3 clusters Score -3185923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3185922.750000 Penalty: 5269.036621
	Iteration 155F: 3 clusters Score -3185923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14787 members 
Entering Unmasked Estep 
Score: -1183919.750000 Penalty: 2381.172852
	Iteration 0F: 2 clusters Score -1183920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1173125.625000 Penalty: 4762.345703
	Iteration 0F: 3 clusters Score -1173126 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1176559.875000 Penalty: 4762.345703
	Iteration 1F: 3 clusters Score -1176560 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1176876.250000 Penalty: 4762.345703
	Iteration 2F: 3 clusters Score -1176876 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1177129.750000 Penalty: 4762.345703
	Iteration 3Q: 3 clusters Score -1177130 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1177367.250000 Penalty: 4762.345703
	Iteration 4Q: 3 clusters Score -1177367 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1177611.250000 Penalty: 4762.345703
	Iteration 5Q: 3 clusters Score -1177611 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1177919.000000 Penalty: 4762.345703
	Iteration 6Q: 3 clusters Score -1177919 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1178305.250000 Penalty: 4762.345703
	Iteration 7Q: 3 clusters Score -1178305 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1178807.500000 Penalty: 4762.345703
	Iteration 8F: 3 clusters Score -1178808 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1179434.750000 Penalty: 4762.345703
	Iteration 9F: 3 clusters Score -1179435 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1180040.375000 Penalty: 4762.345703
	Iteration 10F: 3 clusters Score -1180040 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1180549.750000 Penalty: 4762.345703
	Iteration 11Q: 3 clusters Score -1180550 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1181017.125000 Penalty: 4762.345703
	Iteration 12Q: 3 clusters Score -1181017 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1181442.500000 Penalty: 4762.345703
	Iteration 13Q: 3 clusters Score -1181442 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1181794.000000 Penalty: 4762.345703
	Iteration 14Q: 3 clusters Score -1181794 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1182074.125000 Penalty: 4762.345703
	Iteration 15Q: 3 clusters Score -1182074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1182291.500000 Penalty: 4762.345703
	Iteration 16Q: 3 clusters Score -1182292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1182405.750000 Penalty: 4762.345703
	Iteration 17Q: 3 clusters Score -1182406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1182483.500000 Penalty: 4762.345703
	Iteration 18Q: 3 clusters Score -1182484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1182515.375000 Penalty: 4762.345703
	Iteration 19Q: 3 clusters Score -1182515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1182526.625000 Penalty: 4762.345703
	Iteration 20F: 3 clusters Score -1182527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1182534.125000 Penalty: 4762.345703
	Iteration 21Q: 3 clusters Score -1182534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1182543.125000 Penalty: 4762.345703
	Iteration 22Q: 3 clusters Score -1182543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1182553.750000 Penalty: 4762.345703
	Iteration 23Q: 3 clusters Score -1182554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1182553.875000 Penalty: 4762.345703
	Iteration 24Q: 3 clusters Score -1182554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1182555.375000 Penalty: 4762.345703
	Iteration 25Q: 3 clusters Score -1182555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1182557.250000 Penalty: 4762.345703
	Iteration 26Q: 3 clusters Score -1182557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1182561.375000 Penalty: 4762.345703
	Iteration 27Q: 3 clusters Score -1182561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1182564.625000 Penalty: 4762.345703
	Iteration 28Q: 3 clusters Score -1182565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1182566.375000 Penalty: 4762.345703
	Iteration 29Q: 3 clusters Score -1182566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1182565.875000 Penalty: 4762.345703
	Iteration 30Q: 3 clusters Score -1182566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1182563.375000 Penalty: 4762.345703
	Iteration 31Q: 3 clusters Score -1182563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1182565.250000 Penalty: 4762.345703
	Iteration 32Q: 3 clusters Score -1182565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1182565.875000 Penalty: 4762.345703
	Iteration 33Q: 3 clusters Score -1182566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1182565.875000 Penalty: 4762.345703
	Iteration 34F: 3 clusters Score -1182566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -348362.031250 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -348362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -344261.781250 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -344261.8 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -345182.000000 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -345182 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -345383.250000 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -345383.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -345507.218750 Penalty: 4161.009766
	Iteration 3Q: 3 clusters Score -345507.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -345582.843750 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -345582.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -345649.468750 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -345649.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -345704.156250 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -345704.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -345753.750000 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -345753.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -345789.781250 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -345789.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -345825.875000 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -345825.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -345864.093750 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -345864.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -345900.562500 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -345900.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -345935.093750 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -345935.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -345966.875000 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -345966.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -346001.750000 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -346001.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -346023.593750 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -346023.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -346043.906250 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -346043.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -346071.218750 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -346071.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -346104.031250 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -346104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -346138.187500 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -346138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -346168.312500 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -346168.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -346196.437500 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -346196.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -346226.468750 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -346226.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -346257.062500 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -346257.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -346287.187500 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -346287.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -346321.500000 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -346321.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -346345.281250 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -346345.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -346369.500000 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -346369.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -346388.375000 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -346388.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -346412.250000 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -346412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -346435.531250 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -346435.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -346450.593750 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -346450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -346464.281250 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -346464.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -346476.281250 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -346476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -346485.125000 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -346485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -346492.437500 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -346492.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -346500.062500 Penalty: 4161.009766
	Iteration 36Q: 3 clusters Score -346500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -346506.343750 Penalty: 4161.009766
	Iteration 37Q: 3 clusters Score -346506.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -346514.031250 Penalty: 4161.009766
	Iteration 38Q: 3 clusters Score -346514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -346519.843750 Penalty: 4161.009766
	Iteration 39Q: 3 clusters Score -346519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -346524.468750 Penalty: 4161.009766
	Iteration 40F: 3 clusters Score -346524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -346526.281250 Penalty: 4161.009766
	Iteration 41Q: 3 clusters Score -346526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -346535.187500 Penalty: 4161.009766
	Iteration 42Q: 3 clusters Score -346535.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -346545.062500 Penalty: 4161.009766
	Iteration 43Q: 3 clusters Score -346545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -346551.281250 Penalty: 4161.009766
	Iteration 44Q: 3 clusters Score -346551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -346554.812500 Penalty: 4161.009766
	Iteration 45Q: 3 clusters Score -346554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -346558.031250 Penalty: 4161.009766
	Iteration 46Q: 3 clusters Score -346558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -346558.781250 Penalty: 4161.009766
	Iteration 47Q: 3 clusters Score -346558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -346558.781250 Penalty: 4161.009766
	Iteration 48F: 3 clusters Score -346558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Entering Unmasked Estep 
Score: -4444856.000000 Penalty: 2702.395996
	Iteration 0F: 2 clusters Score -4444856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4408483.000000 Penalty: 5404.791992
	Iteration 0F: 3 clusters Score -4408483 nChanged 25142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4422544.500000 Penalty: 5404.791992
	Iteration 1F: 3 clusters Score -4422544 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4423217.500000 Penalty: 5404.791992
	Iteration 2Q: 3 clusters Score -4423218 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4423870.500000 Penalty: 5404.791992
	Iteration 3Q: 3 clusters Score -4423870 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4424559.000000 Penalty: 5404.791992
	Iteration 4Q: 3 clusters Score -4424559 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4425360.000000 Penalty: 5404.791992
	Iteration 5Q: 3 clusters Score -4425360 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -4426398.000000 Penalty: 5404.791992
	Iteration 6Q: 3 clusters Score -4426398 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4427687.000000 Penalty: 5404.791992
	Iteration 7Q: 3 clusters Score -4427687 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4429473.000000 Penalty: 5404.791992
	Iteration 8F: 3 clusters Score -4429473 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4431655.500000 Penalty: 5404.791992
	Iteration 9F: 3 clusters Score -4431656 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -4433805.500000 Penalty: 5404.791992
	Iteration 10F: 3 clusters Score -4433806 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4435247.500000 Penalty: 5404.791992
	Iteration 11F: 3 clusters Score -4435248 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4435900.000000 Penalty: 5404.791992
	Iteration 12Q: 3 clusters Score -4435900 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4436226.000000 Penalty: 5404.791992
	Iteration 13Q: 3 clusters Score -4436226 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4436370.000000 Penalty: 5404.791992
	Iteration 14Q: 3 clusters Score -4436370 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4436554.000000 Penalty: 5404.791992
	Iteration 15Q: 3 clusters Score -4436554 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4436697.000000 Penalty: 5404.791992
	Iteration 16Q: 3 clusters Score -4436697 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4436815.000000 Penalty: 5404.791992
	Iteration 17Q: 3 clusters Score -4436815 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -4436894.000000 Penalty: 5404.791992
	Iteration 18Q: 3 clusters Score -4436894 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4437041.500000 Penalty: 5404.791992
	Iteration 19Q: 3 clusters Score -4437042 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4437144.000000 Penalty: 5404.791992
	Iteration 20F: 3 clusters Score -4437144 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4437253.500000 Penalty: 5404.791992
	Iteration 21Q: 3 clusters Score -4437254 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4437365.500000 Penalty: 5404.791992
	Iteration 22Q: 3 clusters Score -4437366 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4437452 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4437530 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4437553 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4437617.500000 Penalty: 5404.791992
	Iteration 26Q: 3 clusters Score -4437618 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4437668 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4437712.500000 Penalty: 5404.791992
	Iteration 28Q: 3 clusters Score -4437712 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4437771.500000 Penalty: 5404.791992
	Iteration 29Q: 3 clusters Score -4437772 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4437822.500000 Penalty: 5404.791992
	Iteration 30Q: 3 clusters Score -4437822 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4437885.500000 Penalty: 5404.791992
	Iteration 31Q: 3 clusters Score -4437886 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4437968.000000 Penalty: 5404.791992
	Iteration 32Q: 3 clusters Score -4437968 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4438025.000000 Penalty: 5404.791992
	Iteration 33Q: 3 clusters Score -4438025 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4438079.500000 Penalty: 5404.791992
	Iteration 34Q: 3 clusters Score -4438080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4438119.000000 Penalty: 5404.791992
	Iteration 35Q: 3 clusters Score -4438119 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4438181.500000 Penalty: 5404.791992
	Iteration 36Q: 3 clusters Score -4438182 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4438220.000000 Penalty: 5404.791992
	Iteration 37Q: 3 clusters Score -4438220 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -4438317.500000 Penalty: 5404.791992
	Iteration 38Q: 3 clusters Score -4438318 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4438380.000000 Penalty: 5404.791992
	Iteration 39Q: 3 clusters Score -4438380 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4438449.000000 Penalty: 5404.791992
	Iteration 40F: 3 clusters Score -4438449 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4438556.000000 Penalty: 5404.791992
	Iteration 41Q: 3 clusters Score -4438556 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4438646.000000 Penalty: 5404.791992
	Iteration 42Q: 3 clusters Score -4438646 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4438783.000000 Penalty: 5404.791992
	Iteration 43Q: 3 clusters Score -4438783 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4438888.000000 Penalty: 5404.791992
	Iteration 44Q: 3 clusters Score -4438888 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -4439009.000000 Penalty: 5404.791992
	Iteration 45Q: 3 clusters Score -4439009 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4439157.500000 Penalty: 5404.791992
	Iteration 46Q: 3 clusters Score -4439158 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4439285.000000 Penalty: 5404.791992
	Iteration 47Q: 3 clusters Score -4439285 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -4439420.000000 Penalty: 5404.791992
	Iteration 48Q: 3 clusters Score -4439420 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4439544.500000 Penalty: 5404.791992
	Iteration 49Q: 3 clusters Score -4439544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -4439664.000000 Penalty: 5404.791992
	Iteration 50Q: 3 clusters Score -4439664 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4439815.000000 Penalty: 5404.791992
	Iteration 51Q: 3 clusters Score -4439815 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -4439951.000000 Penalty: 5404.791992
	Iteration 52Q: 3 clusters Score -4439951 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -4440085.500000 Penalty: 5404.791992
	Iteration 53Q: 3 clusters Score -4440086 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -4440218.500000 Penalty: 5404.791992
	Iteration 54Q: 3 clusters Score -4440218 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4440320.500000 Penalty: 5404.791992
	Iteration 55Q: 3 clusters Score -4440320 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4440455.500000 Penalty: 5404.791992
	Iteration 56Q: 3 clusters Score -4440456 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4440593.500000 Penalty: 5404.791992
	Iteration 57Q: 3 clusters Score -4440594 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4440733.000000 Penalty: 5404.791992
	Iteration 58Q: 3 clusters Score -4440733 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4440823.000000 Penalty: 5404.791992
	Iteration 59Q: 3 clusters Score -4440823 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4441002.000000 Penalty: 5404.791992
	Iteration 60F: 3 clusters Score -4441002 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4441152.000000 Penalty: 5404.791992
	Iteration 61Q: 3 clusters Score -4441152 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4441310.000000 Penalty: 5404.791992
	Iteration 62Q: 3 clusters Score -4441310 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4441484.000000 Penalty: 5404.791992
	Iteration 63Q: 3 clusters Score -4441484 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4441696.500000 Penalty: 5404.791992
	Iteration 64Q: 3 clusters Score -4441696 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4441857.000000 Penalty: 5404.791992
	Iteration 65Q: 3 clusters Score -4441857 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4442055.000000 Penalty: 5404.791992
	Iteration 66Q: 3 clusters Score -4442055 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4442226.000000 Penalty: 5404.791992
	Iteration 67Q: 3 clusters Score -4442226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4442378.000000 Penalty: 5404.791992
	Iteration 68Q: 3 clusters Score -4442378 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4442488.500000 Penalty: 5404.791992
	Iteration 69Q: 3 clusters Score -4442488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4442573.500000 Penalty: 5404.791992
	Iteration 70Q: 3 clusters Score -4442574 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4442645.000000 Penalty: 5404.791992
	Iteration 71Q: 3 clusters Score -4442645 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4442699.000000 Penalty: 5404.791992
	Iteration 72Q: 3 clusters Score -4442699 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4442767.000000 Penalty: 5404.791992
	Iteration 73Q: 3 clusters Score -4442767 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4442819.500000 Penalty: 5404.791992
	Iteration 74Q: 3 clusters Score -4442820 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4442865.500000 Penalty: 5404.791992
	Iteration 75Q: 3 clusters Score -4442866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4442893.500000 Penalty: 5404.791992
	Iteration 76Q: 3 clusters Score -4442894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4442928.000000 Penalty: 5404.791992
	Iteration 77Q: 3 clusters Score -4442928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4442957.500000 Penalty: 5404.791992
	Iteration 78Q: 3 clusters Score -4442958 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4442983.500000 Penalty: 5404.791992
	Iteration 79Q: 3 clusters Score -4442984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4442995.500000 Penalty: 5404.791992
	Iteration 80F: 3 clusters Score -4442996 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4443012.500000 Penalty: 5404.791992
	Iteration 81Q: 3 clusters Score -4443012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4443025.000000 Penalty: 5404.791992
	Iteration 82Q: 3 clusters Score -4443025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4443040.500000 Penalty: 5404.791992
	Iteration 83Q: 3 clusters Score -4443040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4443052.500000 Penalty: 5404.791992
	Iteration 84Q: 3 clusters Score -4443052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4443060.000000 Penalty: 5404.791992
	Iteration 85Q: 3 clusters Score -4443060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4443072.000000 Penalty: 5404.791992
	Iteration 86Q: 3 clusters Score -4443072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4443082.000000 Penalty: 5404.791992
	Iteration 87Q: 3 clusters Score -4443082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4443084.000000 Penalty: 5404.791992
	Iteration 88Q: 3 clusters Score -4443084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4443090.000000 Penalty: 5404.791992
	Iteration 89Q: 3 clusters Score -4443090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4443096.500000 Penalty: 5404.791992
	Iteration 90Q: 3 clusters Score -4443096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4443097.000000 Penalty: 5404.791992
	Iteration 91Q: 3 clusters Score -4443097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4443097.500000 Penalty: 5404.791992
	Iteration 92Q: 3 clusters Score -4443098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4443102.500000 Penalty: 5404.791992
	Iteration 93Q: 3 clusters Score -4443102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4443105.500000 Penalty: 5404.791992
	Iteration 94Q: 3 clusters Score -4443106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4443110.500000 Penalty: 5404.791992
	Iteration 95Q: 3 clusters Score -4443110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4443110.500000 Penalty: 5404.791992
	Iteration 96Q: 3 clusters Score -4443110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4443109.000000 Penalty: 5404.791992
	Iteration 97Q: 3 clusters Score -4443109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4443113.500000 Penalty: 5404.791992
	Iteration 98Q: 3 clusters Score -4443114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4443117.500000 Penalty: 5404.791992
	Iteration 99Q: 3 clusters Score -4443118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4443117.000000 Penalty: 5404.791992
	Iteration 100F: 3 clusters Score -4443117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4443115.500000 Penalty: 5404.791992
	Iteration 101Q: 3 clusters Score -4443116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4443114.000000 Penalty: 5404.791992
	Iteration 102Q: 3 clusters Score -4443114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4443112.500000 Penalty: 5404.791992
	Iteration 103Q: 3 clusters Score -4443112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4443113.500000 Penalty: 5404.791992
	Iteration 104Q: 3 clusters Score -4443114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4443113.500000 Penalty: 5404.791992
	Iteration 105Q: 3 clusters Score -4443114 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4443113.500000 Penalty: 5404.791992
	Iteration 106F: 3 clusters Score -4443114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (858445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 858445 members 
Entering Unmasked Estep 
Score: -69285384.000000 Penalty: 3388.393799
	Iteration 0F: 2 clusters Score -6.928538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428954 members 
Mstep: Class 2 contains 429491 members 
Entering Unmasked Estep 
Score: -68711800.000000 Penalty: 6776.787598
	Iteration 0F: 3 clusters Score -6.87118e+07 nChanged 421190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418372 members 
Mstep: Class 2 contains 440073 members 
Entering Unmasked Estep 
Score: -68966464.000000 Penalty: 6776.787598
	Iteration 1F: 3 clusters Score -6.896646e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412430 members 
Mstep: Class 2 contains 446015 members 
Entering Unmasked Estep 
Score: -68969464.000000 Penalty: 6776.787598
	Iteration 2Q: 3 clusters Score -6.896946e+07 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402896 members 
Mstep: Class 2 contains 455549 members 
Entering Unmasked Estep 
Score: -68972744.000000 Penalty: 6776.787598
	Iteration 3Q: 3 clusters Score -6.897274e+07 nChanged 21153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387843 members 
Mstep: Class 2 contains 470602 members 
Entering Unmasked Estep 
Score: -68977992.000000 Penalty: 6776.787598
	Iteration 4Q: 3 clusters Score -6.897799e+07 nChanged 27208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364453 members 
Mstep: Class 2 contains 493992 members 
Entering Unmasked Estep 
Score: -68987056.000000 Penalty: 6776.787598
	Iteration 5Q: 3 clusters Score -6.898706e+07 nChanged 37329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328950 members 
Mstep: Class 2 contains 529495 members 
Entering Unmasked Estep 
Score: -69003848.000000 Penalty: 6776.787598
	Iteration 6Q: 3 clusters Score -6.900385e+07 nChanged 52517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277225 members 
Mstep: Class 2 contains 581220 members 
Entering Unmasked Estep 
Score: -69035408.000000 Penalty: 6776.787598
	Iteration 7F: 3 clusters Score -6.903541e+07 nChanged 68378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209055 members 
Mstep: Class 2 contains 649390 members 
Entering Unmasked Estep 
Score: -69086944.000000 Penalty: 6776.787598
	Iteration 8F: 3 clusters Score -6.908694e+07 nChanged 75287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133794 members 
Mstep: Class 2 contains 724651 members 
Entering Unmasked Estep 
Score: -69153680.000000 Penalty: 6776.787598
	Iteration 9F: 3 clusters Score -6.915368e+07 nChanged 64105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 788754 members 
Entering Unmasked Estep 
Score: -69214760.000000 Penalty: 6776.787598
	Iteration 10F: 3 clusters Score -6.921476e+07 nChanged 40413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 829167 members 
Entering Unmasked Estep 
Score: -69254216.000000 Penalty: 6776.787598
	Iteration 11Q: 3 clusters Score -6.925422e+07 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 848419 members 
Entering Unmasked Estep 
Score: -69272552.000000 Penalty: 6776.787598
	Iteration 12Q: 3 clusters Score -6.927255e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 855445 members 
Entering Unmasked Estep 
Score: -69279192.000000 Penalty: 6776.787598
	Iteration 13Q: 3 clusters Score -6.927919e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 857423 members 
Entering Unmasked Estep 
Score: -69281312.000000 Penalty: 6776.787598
	Iteration 14Q: 3 clusters Score -6.928131e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 857961 members 
Entering Unmasked Estep 
Score: -69281944.000000 Penalty: 6776.787598
	Iteration 15Q: 3 clusters Score -6.928194e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 858122 members 
Entering Unmasked Estep 
Score: -69282120.000000 Penalty: 6776.787598
	Iteration 16Q: 3 clusters Score -6.928212e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 858170 members 
Entering Unmasked Estep 
Score: -69282240.000000 Penalty: 6776.787598
	Iteration 17Q: 3 clusters Score -6.928224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 858193 members 
Entering Unmasked Estep 
Score: -69282280.000000 Penalty: 6776.787598
	Iteration 18Q: 3 clusters Score -6.928228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 858201 members 
Entering Unmasked Estep 
Score: -69282264.000000 Penalty: 6776.787598
	Iteration 19Q: 3 clusters Score -6.928226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 858209 members 
Entering Unmasked Estep 
Score: -69282328.000000 Penalty: 6776.787598
	Iteration 20F: 3 clusters Score -6.928233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 858212 members 
Entering Unmasked Estep 
Score: -69282328.000000 Penalty: 6776.787598
	Iteration 21Q: 3 clusters Score -6.928233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 858215 members 
Entering Unmasked Estep 
Score: -69282376.000000 Penalty: 6776.787598
	Iteration 22Q: 3 clusters Score -6.928238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 858217 members 
Entering Unmasked Estep 
Score: -69282376.000000 Penalty: 6776.787598
	Iteration 23Q: 3 clusters Score -6.928238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 858220 members 
Entering Unmasked Estep 
Score: -69282352.000000 Penalty: 6776.787598
	Iteration 24Q: 3 clusters Score -6.928235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 858221 members 
Entering Unmasked Estep 
Score: -69282352.000000 Penalty: 6776.787598
	Iteration 25Q: 3 clusters Score -6.928235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 858222 members 
Entering Unmasked Estep 
Score: -69282376.000000 Penalty: 6776.787598
	Iteration 26Q: 3 clusters Score -6.928238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 858223 members 
Entering Unmasked Estep 
Score: -69282376.000000 Penalty: 6776.787598
	Iteration 27Q: 3 clusters Score -6.928238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 858223 members 
Entering Unmasked Estep 
Score: -69282376.000000 Penalty: 6776.787598
	Iteration 28F: 3 clusters Score -6.928238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -117772.570312 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -117772.6 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 846 members 
Entering Unmasked Estep 
Score: -115363.218750 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -115363.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -115805.921875 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -115805.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -115920.296875 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -115920.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -115988.648438 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -115988.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -116032.320312 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -116032.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -116061.164062 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -116061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -116076.460938 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -116076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116095.750000 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -116095.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116112.843750 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -116112.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -116123.546875 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -116123.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -116135.492188 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -116135.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -116143.695312 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -116143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116146.085938 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -116146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116148.328125 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -116148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116149.593750 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -116149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116150.929688 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -116150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116151.218750 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -116151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116151.218750 Penalty: 3700.973633
	Iteration 17F: 3 clusters Score -116151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Entering Unmasked Estep 
Score: -1798281.625000 Penalty: 2491.619385
	Iteration 0F: 2 clusters Score -1798282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1782230.875000 Penalty: 4983.238770
	Iteration 0F: 3 clusters Score -1782231 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1787956.125000 Penalty: 4983.238770
	Iteration 1F: 3 clusters Score -1787956 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1788527.500000 Penalty: 4983.238770
	Iteration 2F: 3 clusters Score -1788528 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1789071.750000 Penalty: 4983.238770
	Iteration 3F: 3 clusters Score -1789072 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1789651.875000 Penalty: 4983.238770
	Iteration 4Q: 3 clusters Score -1789652 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1790269.750000 Penalty: 4983.238770
	Iteration 5Q: 3 clusters Score -1790270 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1790985.750000 Penalty: 4983.238770
	Iteration 6F: 3 clusters Score -1790986 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1791857.625000 Penalty: 4983.238770
	Iteration 7F: 3 clusters Score -1791858 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1792823.250000 Penalty: 4983.238770
	Iteration 8F: 3 clusters Score -1792823 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1793766.750000 Penalty: 4983.238770
	Iteration 9F: 3 clusters Score -1793767 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1794449.500000 Penalty: 4983.238770
	Iteration 10Q: 3 clusters Score -1794450 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1794804.375000 Penalty: 4983.238770
	Iteration 11Q: 3 clusters Score -1794804 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1795006.000000 Penalty: 4983.238770
	Iteration 12Q: 3 clusters Score -1795006 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1795129.500000 Penalty: 4983.238770
	Iteration 13Q: 3 clusters Score -1795130 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1795216.000000 Penalty: 4983.238770
	Iteration 14Q: 3 clusters Score -1795216 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1795276.875000 Penalty: 4983.238770
	Iteration 15Q: 3 clusters Score -1795277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1795325.875000 Penalty: 4983.238770
	Iteration 16Q: 3 clusters Score -1795326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1795367.125000 Penalty: 4983.238770
	Iteration 17Q: 3 clusters Score -1795367 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1795406.375000 Penalty: 4983.238770
	Iteration 18Q: 3 clusters Score -1795406 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1795437.875000 Penalty: 4983.238770
	Iteration 19Q: 3 clusters Score -1795438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1795461.000000 Penalty: 4983.238770
	Iteration 20F: 3 clusters Score -1795461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1795487.625000 Penalty: 4983.238770
	Iteration 21Q: 3 clusters Score -1795488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1795504.125000 Penalty: 4983.238770
	Iteration 22Q: 3 clusters Score -1795504 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1795527.250000 Penalty: 4983.238770
	Iteration 23Q: 3 clusters Score -1795527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1795546.375000 Penalty: 4983.238770
	Iteration 24Q: 3 clusters Score -1795546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1795555.875000 Penalty: 4983.238770
	Iteration 25Q: 3 clusters Score -1795556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1795564.125000 Penalty: 4983.238770
	Iteration 26Q: 3 clusters Score -1795564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1795575.750000 Penalty: 4983.238770
	Iteration 27Q: 3 clusters Score -1795576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1795586.000000 Penalty: 4983.238770
	Iteration 28Q: 3 clusters Score -1795586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1795590.250000 Penalty: 4983.238770
	Iteration 29Q: 3 clusters Score -1795590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1795602.500000 Penalty: 4983.238770
	Iteration 30Q: 3 clusters Score -1795602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1795610.125000 Penalty: 4983.238770
	Iteration 31Q: 3 clusters Score -1795610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1795628.875000 Penalty: 4983.238770
	Iteration 32Q: 3 clusters Score -1795629 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1795631.000000 Penalty: 4983.238770
	Iteration 33Q: 3 clusters Score -1795631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1795653.250000 Penalty: 4983.238770
	Iteration 34Q: 3 clusters Score -1795653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1795670.250000 Penalty: 4983.238770
	Iteration 35Q: 3 clusters Score -1795670 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1795677.000000 Penalty: 4983.238770
	Iteration 36Q: 3 clusters Score -1795677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1795697.875000 Penalty: 4983.238770
	Iteration 37Q: 3 clusters Score -1795698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1795710.000000 Penalty: 4983.238770
	Iteration 38Q: 3 clusters Score -1795710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1795729.500000 Penalty: 4983.238770
	Iteration 39Q: 3 clusters Score -1795730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1795741.375000 Penalty: 4983.238770
	Iteration 40F: 3 clusters Score -1795741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1795753.000000 Penalty: 4983.238770
	Iteration 41Q: 3 clusters Score -1795753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1795768.375000 Penalty: 4983.238770
	Iteration 42Q: 3 clusters Score -1795768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1795796.750000 Penalty: 4983.238770
	Iteration 43Q: 3 clusters Score -1795797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1795811.125000 Penalty: 4983.238770
	Iteration 44Q: 3 clusters Score -1795811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1795822.125000 Penalty: 4983.238770
	Iteration 45Q: 3 clusters Score -1795822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1795823.500000 Penalty: 4983.238770
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Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7215 members 
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Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1795903 nChanged 102
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Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 6822 members 
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	Iteration 51Q: 3 clusters Score -1795918 nChanged 103
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Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 6719 members 
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Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 6608 members 
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Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 6511 members 
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Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 6436 members 
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Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 6362 members 
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Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 6293 members 
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Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6227 members 
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Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 6157 members 
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Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 6098 members 
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Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 6036 members 
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Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 5965 members 
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Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 5886 members 
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Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5804 members 
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Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 5723 members 
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Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 5639 members 
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Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 5560 members 
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Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 5485 members 
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Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 5407 members 
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Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 5328 members 
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Mstep: Class 1 contains 17835 members 
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Mstep: Class 1 contains 17904 members 
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Mstep: Class 2 contains 4977 members 
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Mstep: Class 2 contains 4910 members 
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Mstep: Class 1 contains 18854 members 
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Mstep: Class 1 contains 18882 members 
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Mstep: Class 1 contains 18914 members 
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Mstep: Class 1 contains 19041 members 
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Mstep: Class 1 contains 19166 members 
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Mstep: Class 1 contains 19280 members 
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	Iteration 108Q: 3 clusters Score -1796513 nChanged 38
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	Iteration 109Q: 3 clusters Score -1796521 nChanged 31
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	Iteration 111Q: 3 clusters Score -1796537 nChanged 29
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Mstep: Class 1 contains 19523 members 
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	Iteration 113Q: 3 clusters Score -1796543 nChanged 34
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	Iteration 114Q: 3 clusters Score -1796552 nChanged 27
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	Iteration 115Q: 3 clusters Score -1796554 nChanged 20
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1796557 nChanged 18
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	Iteration 117Q: 3 clusters Score -1796561 nChanged 12
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Mstep: Class 1 contains 19630 members 
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	Iteration 118Q: 3 clusters Score -1796562 nChanged 17
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Mstep: Class 1 contains 19647 members 
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	Iteration 119Q: 3 clusters Score -1796567 nChanged 21
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	Iteration 120F: 3 clusters Score -1796564 nChanged 8
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	Iteration 122Q: 3 clusters Score -1796568 nChanged 7
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Mstep: Class 1 contains 19687 members 
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	Iteration 123Q: 3 clusters Score -1796570 nChanged 10
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	Iteration 124Q: 3 clusters Score -1796571 nChanged 8
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Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 3378 members 
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	Iteration 125Q: 3 clusters Score -1796570 nChanged 8
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	Iteration 126Q: 3 clusters Score -1796570 nChanged 7
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	Iteration 127Q: 3 clusters Score -1796569 nChanged 5
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	Iteration 128Q: 3 clusters Score -1796571 nChanged 4
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	Iteration 129Q: 3 clusters Score -1796571 nChanged 5
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	Iteration 130Q: 3 clusters Score -1796570 nChanged 7
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	Iteration 131Q: 3 clusters Score -1796568 nChanged 5
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	Iteration 132Q: 3 clusters Score -1796570 nChanged 9
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	Iteration 133Q: 3 clusters Score -1796573 nChanged 14
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	Iteration 134Q: 3 clusters Score -1796580 nChanged 14
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	Iteration 135Q: 3 clusters Score -1796583 nChanged 11
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	Iteration 136Q: 3 clusters Score -1796585 nChanged 16
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	Iteration 137Q: 3 clusters Score -1796586 nChanged 12
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	Iteration 138Q: 3 clusters Score -1796587 nChanged 10
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Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1796592.625000 Penalty: 4983.238770
	Iteration 139Q: 3 clusters Score -1796593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1796591.250000 Penalty: 4983.238770
	Iteration 140F: 3 clusters Score -1796591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1796598.500000 Penalty: 4983.238770
	Iteration 141Q: 3 clusters Score -1796598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1796601.000000 Penalty: 4983.238770
	Iteration 142Q: 3 clusters Score -1796601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1796600.375000 Penalty: 4983.238770
	Iteration 143Q: 3 clusters Score -1796600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1796604.250000 Penalty: 4983.238770
	Iteration 144Q: 3 clusters Score -1796604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1796610.250000 Penalty: 4983.238770
	Iteration 145Q: 3 clusters Score -1796610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1796611.000000 Penalty: 4983.238770
	Iteration 146Q: 3 clusters Score -1796611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1796616.750000 Penalty: 4983.238770
	Iteration 147Q: 3 clusters Score -1796617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1796619.000000 Penalty: 4983.238770
	Iteration 148Q: 3 clusters Score -1796619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1796620.125000 Penalty: 4983.238770
	Iteration 149Q: 3 clusters Score -1796620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1796622.500000 Penalty: 4983.238770
	Iteration 150Q: 3 clusters Score -1796622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1796626.625000 Penalty: 4983.238770
	Iteration 151Q: 3 clusters Score -1796627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1796625.750000 Penalty: 4983.238770
	Iteration 152Q: 3 clusters Score -1796626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1796626.750000 Penalty: 4983.238770
	Iteration 153Q: 3 clusters Score -1796627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1796629.625000 Penalty: 4983.238770
	Iteration 154Q: 3 clusters Score -1796630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1796637.750000 Penalty: 4983.238770
	Iteration 155Q: 3 clusters Score -1796638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1796646.875000 Penalty: 4983.238770
	Iteration 156Q: 3 clusters Score -1796647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1796657.250000 Penalty: 4983.238770
	Iteration 157Q: 3 clusters Score -1796657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1796678.250000 Penalty: 4983.238770
	Iteration 158Q: 3 clusters Score -1796678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1796695.375000 Penalty: 4983.238770
	Iteration 159Q: 3 clusters Score -1796695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1796733.750000 Penalty: 4983.238770
	Iteration 160F: 3 clusters Score -1796734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1796819.125000 Penalty: 4983.238770
	Iteration 161Q: 3 clusters Score -1796819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1797022.250000 Penalty: 4983.238770
	Iteration 162Q: 3 clusters Score -1797022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1797271.000000 Penalty: 4983.238770
	Iteration 163Q: 3 clusters Score -1797271 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1797377.250000 Penalty: 4983.238770
	Iteration 164Q: 3 clusters Score -1797377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1797400.500000 Penalty: 4983.238770
	Iteration 165Q: 3 clusters Score -1797400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1797414.500000 Penalty: 4983.238770
	Iteration 166Q: 3 clusters Score -1797414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1797419.375000 Penalty: 4983.238770
	Iteration 167Q: 3 clusters Score -1797419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1797423.625000 Penalty: 4983.238770
	Iteration 168Q: 3 clusters Score -1797424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1797427.125000 Penalty: 4983.238770
	Iteration 169Q: 3 clusters Score -1797427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1797431.500000 Penalty: 4983.238770
	Iteration 170Q: 3 clusters Score -1797432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1797435.250000 Penalty: 4983.238770
	Iteration 171Q: 3 clusters Score -1797435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1797434.375000 Penalty: 4983.238770
	Iteration 172Q: 3 clusters Score -1797434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1797434.375000 Penalty: 4983.238770
	Iteration 173F: 3 clusters Score -1797434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Entering Unmasked Estep 
Score: -3313412.000000 Penalty: 2631.340088
	Iteration 0F: 2 clusters Score -3313412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3285906.500000 Penalty: 5262.680176
	Iteration 0F: 3 clusters Score -3285906 nChanged 18413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3296124.250000 Penalty: 5262.680176
	Iteration 1F: 3 clusters Score -3296124 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3296767.500000 Penalty: 5262.680176
	Iteration 2Q: 3 clusters Score -3296768 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3297518.000000 Penalty: 5262.680176
	Iteration 3Q: 3 clusters Score -3297518 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3298479.000000 Penalty: 5262.680176
	Iteration 4F: 3 clusters Score -3298479 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3299749.750000 Penalty: 5262.680176
	Iteration 5F: 3 clusters Score -3299750 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3301420.750000 Penalty: 5262.680176
	Iteration 6F: 3 clusters Score -3301421 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3303553.500000 Penalty: 5262.680176
	Iteration 7F: 3 clusters Score -3303554 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3305947.000000 Penalty: 5262.680176
	Iteration 8F: 3 clusters Score -3305947 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -3307927.750000 Penalty: 5262.680176
	Iteration 9F: 3 clusters Score -3307928 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3309149.250000 Penalty: 5262.680176
	Iteration 10Q: 3 clusters Score -3309149 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3309777.500000 Penalty: 5262.680176
	Iteration 11Q: 3 clusters Score -3309778 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -3310174.500000 Penalty: 5262.680176
	Iteration 12Q: 3 clusters Score -3310174 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -3310406.750000 Penalty: 5262.680176
	Iteration 13Q: 3 clusters Score -3310407 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -3310554.750000 Penalty: 5262.680176
	Iteration 14Q: 3 clusters Score -3310555 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -3310687.750000 Penalty: 5262.680176
	Iteration 15Q: 3 clusters Score -3310688 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -3310841.000000 Penalty: 5262.680176
	Iteration 16Q: 3 clusters Score -3310841 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -3310985.750000 Penalty: 5262.680176
	Iteration 17Q: 3 clusters Score -3310986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -3311110.750000 Penalty: 5262.680176
	Iteration 18Q: 3 clusters Score -3311111 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -3311242.250000 Penalty: 5262.680176
	Iteration 19Q: 3 clusters Score -3311242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -3311320.750000 Penalty: 5262.680176
	Iteration 20F: 3 clusters Score -3311321 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -3311367.000000 Penalty: 5262.680176
	Iteration 21Q: 3 clusters Score -3311367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -3311455.000000 Penalty: 5262.680176
	Iteration 22Q: 3 clusters Score -3311455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -3311510.000000 Penalty: 5262.680176
	Iteration 23Q: 3 clusters Score -3311510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -3311555.000000 Penalty: 5262.680176
	Iteration 24Q: 3 clusters Score -3311555 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -3311600.500000 Penalty: 5262.680176
	Iteration 25Q: 3 clusters Score -3311600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -3311626.750000 Penalty: 5262.680176
	Iteration 26Q: 3 clusters Score -3311627 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -3311649.750000 Penalty: 5262.680176
	Iteration 27Q: 3 clusters Score -3311650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -3311666.750000 Penalty: 5262.680176
	Iteration 28Q: 3 clusters Score -3311667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -3311685.500000 Penalty: 5262.680176
	Iteration 29Q: 3 clusters Score -3311686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -3311700.000000 Penalty: 5262.680176
	Iteration 30Q: 3 clusters Score -3311700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -3311708.000000 Penalty: 5262.680176
	Iteration 31Q: 3 clusters Score -3311708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -3311721.750000 Penalty: 5262.680176
	Iteration 32Q: 3 clusters Score -3311722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -3311717.500000 Penalty: 5262.680176
	Iteration 33Q: 3 clusters Score -3311718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -3311724.000000 Penalty: 5262.680176
	Iteration 34Q: 3 clusters Score -3311724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -3311720.500000 Penalty: 5262.680176
	Iteration 35Q: 3 clusters Score -3311720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -3311720.250000 Penalty: 5262.680176
	Iteration 36Q: 3 clusters Score -3311720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -3311724.750000 Penalty: 5262.680176
	Iteration 37Q: 3 clusters Score -3311725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3311721.750000 Penalty: 5262.680176
	Iteration 38Q: 3 clusters Score -3311722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -3311722.500000 Penalty: 5262.680176
	Iteration 39Q: 3 clusters Score -3311722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -3311721.250000 Penalty: 5262.680176
	Iteration 40F: 3 clusters Score -3311721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Entering Unmasked Estep 
Score: -2099044.500000 Penalty: 2523.476318
	Iteration 0F: 2 clusters Score -2099044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2080936.875000 Penalty: 5046.952637
	Iteration 0F: 3 clusters Score -2080937 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2087122.375000 Penalty: 5046.952637
	Iteration 1F: 3 clusters Score -2087122 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2087496.875000 Penalty: 5046.952637
	Iteration 2Q: 3 clusters Score -2087497 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2087837.125000 Penalty: 5046.952637
	Iteration 3Q: 3 clusters Score -2087837 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2088131.125000 Penalty: 5046.952637
	Iteration 4Q: 3 clusters Score -2088131 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2088392.875000 Penalty: 5046.952637
	Iteration 5Q: 3 clusters Score -2088393 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2088661.750000 Penalty: 5046.952637
	Iteration 6Q: 3 clusters Score -2088662 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2088983.000000 Penalty: 5046.952637
	Iteration 7Q: 3 clusters Score -2088983 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2089343.750000 Penalty: 5046.952637
	Iteration 8Q: 3 clusters Score -2089344 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2089773.875000 Penalty: 5046.952637
	Iteration 9Q: 3 clusters Score -2089774 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2090237.375000 Penalty: 5046.952637
	Iteration 10Q: 3 clusters Score -2090237 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2090872.500000 Penalty: 5046.952637
	Iteration 11Q: 3 clusters Score -2090872 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2091607.375000 Penalty: 5046.952637
	Iteration 12Q: 3 clusters Score -2091607 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2092316.875000 Penalty: 5046.952637
	Iteration 13Q: 3 clusters Score -2092317 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2092897.000000 Penalty: 5046.952637
	Iteration 14Q: 3 clusters Score -2092897 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2093270.125000 Penalty: 5046.952637
	Iteration 15Q: 3 clusters Score -2093270 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2093484.375000 Penalty: 5046.952637
	Iteration 16Q: 3 clusters Score -2093484 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2093618.875000 Penalty: 5046.952637
	Iteration 17Q: 3 clusters Score -2093619 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2093732.500000 Penalty: 5046.952637
	Iteration 18Q: 3 clusters Score -2093732 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2093830.375000 Penalty: 5046.952637
	Iteration 19Q: 3 clusters Score -2093830 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2093925.875000 Penalty: 5046.952637
	Iteration 20F: 3 clusters Score -2093926 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2094035.875000 Penalty: 5046.952637
	Iteration 21Q: 3 clusters Score -2094036 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2094149.000000 Penalty: 5046.952637
	Iteration 22Q: 3 clusters Score -2094149 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2094261.500000 Penalty: 5046.952637
	Iteration 23Q: 3 clusters Score -2094262 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2094366.125000 Penalty: 5046.952637
	Iteration 24Q: 3 clusters Score -2094366 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2094471.625000 Penalty: 5046.952637
	Iteration 25Q: 3 clusters Score -2094472 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2094570.500000 Penalty: 5046.952637
	Iteration 26Q: 3 clusters Score -2094570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2094656.500000 Penalty: 5046.952637
	Iteration 27Q: 3 clusters Score -2094656 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2094752.250000 Penalty: 5046.952637
	Iteration 28Q: 3 clusters Score -2094752 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2094835.750000 Penalty: 5046.952637
	Iteration 29Q: 3 clusters Score -2094836 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2094930.375000 Penalty: 5046.952637
	Iteration 30Q: 3 clusters Score -2094930 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2095031.875000 Penalty: 5046.952637
	Iteration 31Q: 3 clusters Score -2095032 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2095121.500000 Penalty: 5046.952637
	Iteration 32Q: 3 clusters Score -2095122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2095198.625000 Penalty: 5046.952637
	Iteration 33Q: 3 clusters Score -2095199 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2095283.000000 Penalty: 5046.952637
	Iteration 34Q: 3 clusters Score -2095283 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2095376.750000 Penalty: 5046.952637
	Iteration 35Q: 3 clusters Score -2095377 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2095467.125000 Penalty: 5046.952637
	Iteration 36Q: 3 clusters Score -2095467 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2095554.500000 Penalty: 5046.952637
	Iteration 37Q: 3 clusters Score -2095554 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2095634.250000 Penalty: 5046.952637
	Iteration 38Q: 3 clusters Score -2095634 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2095694.750000 Penalty: 5046.952637
	Iteration 39Q: 3 clusters Score -2095695 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2095774.125000 Penalty: 5046.952637
	Iteration 40F: 3 clusters Score -2095774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2095856.250000 Penalty: 5046.952637
	Iteration 41Q: 3 clusters Score -2095856 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2095955.500000 Penalty: 5046.952637
	Iteration 42Q: 3 clusters Score -2095956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2096064.500000 Penalty: 5046.952637
	Iteration 43Q: 3 clusters Score -2096064 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2096163.125000 Penalty: 5046.952637
	Iteration 44Q: 3 clusters Score -2096163 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2096268.250000 Penalty: 5046.952637
	Iteration 45Q: 3 clusters Score -2096268 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2096365.375000 Penalty: 5046.952637
	Iteration 46Q: 3 clusters Score -2096365 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2096456.750000 Penalty: 5046.952637
	Iteration 47Q: 3 clusters Score -2096457 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2096532.250000 Penalty: 5046.952637
	Iteration 48Q: 3 clusters Score -2096532 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2096589.875000 Penalty: 5046.952637
	Iteration 49Q: 3 clusters Score -2096590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2096638.750000 Penalty: 5046.952637
	Iteration 50Q: 3 clusters Score -2096639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2096684.500000 Penalty: 5046.952637
	Iteration 51Q: 3 clusters Score -2096684 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2096722.250000 Penalty: 5046.952637
	Iteration 52Q: 3 clusters Score -2096722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2096747.000000 Penalty: 5046.952637
	Iteration 53Q: 3 clusters Score -2096747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2096782.625000 Penalty: 5046.952637
	Iteration 54Q: 3 clusters Score -2096783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2096800.625000 Penalty: 5046.952637
	Iteration 55Q: 3 clusters Score -2096801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2096823.125000 Penalty: 5046.952637
	Iteration 56Q: 3 clusters Score -2096823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2096825.250000 Penalty: 5046.952637
	Iteration 57Q: 3 clusters Score -2096825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2096837.000000 Penalty: 5046.952637
	Iteration 58Q: 3 clusters Score -2096837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2096848.750000 Penalty: 5046.952637
	Iteration 59Q: 3 clusters Score -2096849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2096855.000000 Penalty: 5046.952637
	Iteration 60F: 3 clusters Score -2096855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2096865.750000 Penalty: 5046.952637
	Iteration 61Q: 3 clusters Score -2096866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2096873.875000 Penalty: 5046.952637
	Iteration 62Q: 3 clusters Score -2096874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2096880.750000 Penalty: 5046.952637
	Iteration 63Q: 3 clusters Score -2096881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2096884.750000 Penalty: 5046.952637
	Iteration 64Q: 3 clusters Score -2096885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2096889.250000 Penalty: 5046.952637
	Iteration 65Q: 3 clusters Score -2096889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2096887.875000 Penalty: 5046.952637
	Iteration 66Q: 3 clusters Score -2096888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2096889.125000 Penalty: 5046.952637
	Iteration 67Q: 3 clusters Score -2096889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2096889.625000 Penalty: 5046.952637
	Iteration 68Q: 3 clusters Score -2096890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2096889.625000 Penalty: 5046.952637
	Iteration 69F: 3 clusters Score -2096890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -597403.625000 Penalty: 2213.611572
	Iteration 0F: 2 clusters Score -597403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -591335.187500 Penalty: 4427.223145
	Iteration 0F: 3 clusters Score -591335.2 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -593010.937500 Penalty: 4427.223145
	Iteration 1F: 3 clusters Score -593010.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -593336.625000 Penalty: 4427.223145
	Iteration 2F: 3 clusters Score -593336.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -593603.687500 Penalty: 4427.223145
	Iteration 3F: 3 clusters Score -593603.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -593812.437500 Penalty: 4427.223145
	Iteration 4F: 3 clusters Score -593812.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -594002.625000 Penalty: 4427.223145
	Iteration 5Q: 3 clusters Score -594002.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -594205.687500 Penalty: 4427.223145
	Iteration 6Q: 3 clusters Score -594205.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -594406.875000 Penalty: 4427.223145
	Iteration 7Q: 3 clusters Score -594406.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -594605.687500 Penalty: 4427.223145
	Iteration 8Q: 3 clusters Score -594605.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -594769.375000 Penalty: 4427.223145
	Iteration 9Q: 3 clusters Score -594769.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -594903.000000 Penalty: 4427.223145
	Iteration 10Q: 3 clusters Score -594903 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -595002.812500 Penalty: 4427.223145
	Iteration 11Q: 3 clusters Score -595002.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -595088.000000 Penalty: 4427.223145
	Iteration 12Q: 3 clusters Score -595088 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -595166.250000 Penalty: 4427.223145
	Iteration 13Q: 3 clusters Score -595166.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -595232.625000 Penalty: 4427.223145
	Iteration 14Q: 3 clusters Score -595232.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -595299.562500 Penalty: 4427.223145
	Iteration 15Q: 3 clusters Score -595299.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -595357.125000 Penalty: 4427.223145
	Iteration 16Q: 3 clusters Score -595357.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -595403.125000 Penalty: 4427.223145
	Iteration 17Q: 3 clusters Score -595403.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -595446.437500 Penalty: 4427.223145
	Iteration 18Q: 3 clusters Score -595446.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -595481.000000 Penalty: 4427.223145
	Iteration 19Q: 3 clusters Score -595481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -595514.375000 Penalty: 4427.223145
	Iteration 20F: 3 clusters Score -595514.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -595539.000000 Penalty: 4427.223145
	Iteration 21Q: 3 clusters Score -595539 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -595555.125000 Penalty: 4427.223145
	Iteration 22Q: 3 clusters Score -595555.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -595565.187500 Penalty: 4427.223145
	Iteration 23Q: 3 clusters Score -595565.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -595580.000000 Penalty: 4427.223145
	Iteration 24Q: 3 clusters Score -595580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -595591.875000 Penalty: 4427.223145
	Iteration 25Q: 3 clusters Score -595591.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -595604.000000 Penalty: 4427.223145
	Iteration 26Q: 3 clusters Score -595604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -595615.312500 Penalty: 4427.223145
	Iteration 27Q: 3 clusters Score -595615.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -595625.750000 Penalty: 4427.223145
	Iteration 28Q: 3 clusters Score -595625.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -595634.125000 Penalty: 4427.223145
	Iteration 29Q: 3 clusters Score -595634.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -595643.812500 Penalty: 4427.223145
	Iteration 30Q: 3 clusters Score -595643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -595652.000000 Penalty: 4427.223145
	Iteration 31Q: 3 clusters Score -595652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -595657.937500 Penalty: 4427.223145
	Iteration 32Q: 3 clusters Score -595657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -595660.250000 Penalty: 4427.223145
	Iteration 33Q: 3 clusters Score -595660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -595664.312500 Penalty: 4427.223145
	Iteration 34Q: 3 clusters Score -595664.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -595666.500000 Penalty: 4427.223145
	Iteration 35Q: 3 clusters Score -595666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -595672.687500 Penalty: 4427.223145
	Iteration 36Q: 3 clusters Score -595672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -595674.750000 Penalty: 4427.223145
	Iteration 37Q: 3 clusters Score -595674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -595677.687500 Penalty: 4427.223145
	Iteration 38Q: 3 clusters Score -595677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -595679.750000 Penalty: 4427.223145
	Iteration 39Q: 3 clusters Score -595679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -595683.375000 Penalty: 4427.223145
	Iteration 40F: 3 clusters Score -595683.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -595688.312500 Penalty: 4427.223145
	Iteration 41Q: 3 clusters Score -595688.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -595696.187500 Penalty: 4427.223145
	Iteration 42Q: 3 clusters Score -595696.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -595702.875000 Penalty: 4427.223145
	Iteration 43Q: 3 clusters Score -595702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -595708.562500 Penalty: 4427.223145
	Iteration 44Q: 3 clusters Score -595708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -595710.125000 Penalty: 4427.223145
	Iteration 45Q: 3 clusters Score -595710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -595713.625000 Penalty: 4427.223145
	Iteration 46Q: 3 clusters Score -595713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -595714.500000 Penalty: 4427.223145
	Iteration 47Q: 3 clusters Score -595714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -595716.562500 Penalty: 4427.223145
	Iteration 48Q: 3 clusters Score -595716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -595720.437500 Penalty: 4427.223145
	Iteration 49Q: 3 clusters Score -595720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -595721.187500 Penalty: 4427.223145
	Iteration 50Q: 3 clusters Score -595721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -595722.875000 Penalty: 4427.223145
	Iteration 51Q: 3 clusters Score -595722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -595722.625000 Penalty: 4427.223145
	Iteration 52Q: 3 clusters Score -595722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -595723.437500 Penalty: 4427.223145
	Iteration 53Q: 3 clusters Score -595723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -595722.937500 Penalty: 4427.223145
	Iteration 54Q: 3 clusters Score -595722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -595723.750000 Penalty: 4427.223145
	Iteration 55Q: 3 clusters Score -595723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -595723.750000 Penalty: 4427.223145
	Iteration 56F: 3 clusters Score -595723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Entering Unmasked Estep 
Score: -8292202.000000 Penalty: 2857.641357
	Iteration 0F: 2 clusters Score -8292202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -8224693.500000 Penalty: 5715.282715
	Iteration 0F: 3 clusters Score -8224694 nChanged 47872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -8252378.000000 Penalty: 5715.282715
	Iteration 1F: 3 clusters Score -8252378 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -8253364.000000 Penalty: 5715.282715
	Iteration 2Q: 3 clusters Score -8253364 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -8254751.500000 Penalty: 5715.282715
	Iteration 3Q: 3 clusters Score -8254752 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -8256974.000000 Penalty: 5715.282715
	Iteration 4Q: 3 clusters Score -8256974 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -8260185.500000 Penalty: 5715.282715
	Iteration 5F: 3 clusters Score -8260186 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -8264716.500000 Penalty: 5715.282715
	Iteration 6F: 3 clusters Score -8264716 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -8270675.500000 Penalty: 5715.282715
	Iteration 7F: 3 clusters Score -8270676 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -8277120.000000 Penalty: 5715.282715
	Iteration 8F: 3 clusters Score -8277120 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -8281823.500000 Penalty: 5715.282715
	Iteration 9F: 3 clusters Score -8281824 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -8283736.500000 Penalty: 5715.282715
	Iteration 10Q: 3 clusters Score -8283736 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -8284653.500000 Penalty: 5715.282715
	Iteration 11Q: 3 clusters Score -8284654 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
Score: -8285213.500000 Penalty: 5715.282715
	Iteration 12Q: 3 clusters Score -8285214 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -8285708.000000 Penalty: 5715.282715
	Iteration 13Q: 3 clusters Score -8285708 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 80466 members 
Entering Unmasked Estep 
Score: -8286134.000000 Penalty: 5715.282715
	Iteration 14Q: 3 clusters Score -8286134 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -8286460.000000 Penalty: 5715.282715
	Iteration 15Q: 3 clusters Score -8286460 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -8286701.500000 Penalty: 5715.282715
	Iteration 16Q: 3 clusters Score -8286702 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -8286884.500000 Penalty: 5715.282715
	Iteration 17Q: 3 clusters Score -8286884 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -8287096.500000 Penalty: 5715.282715
	Iteration 18Q: 3 clusters Score -8287096 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -8287293.500000 Penalty: 5715.282715
	Iteration 19Q: 3 clusters Score -8287294 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -8287469.000000 Penalty: 5715.282715
	Iteration 20F: 3 clusters Score -8287469 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -8287588.500000 Penalty: 5715.282715
	Iteration 21Q: 3 clusters Score -8287588 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -8287754.500000 Penalty: 5715.282715
	Iteration 22Q: 3 clusters Score -8287754 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -8287911.500000 Penalty: 5715.282715
	Iteration 23Q: 3 clusters Score -8287912 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -8288062.000000 Penalty: 5715.282715
	Iteration 24Q: 3 clusters Score -8288062 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -8288254.000000 Penalty: 5715.282715
	Iteration 25Q: 3 clusters Score -8288254 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -8288396.000000 Penalty: 5715.282715
	Iteration 26Q: 3 clusters Score -8288396 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -8288575.000000 Penalty: 5715.282715
	Iteration 27Q: 3 clusters Score -8288575 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 90169 members 
Entering Unmasked Estep 
Score: -8288656.500000 Penalty: 5715.282715
	Iteration 28Q: 3 clusters Score -8288656 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -8288779.500000 Penalty: 5715.282715
	Iteration 29Q: 3 clusters Score -8288780 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -8288901.500000 Penalty: 5715.282715
	Iteration 30Q: 3 clusters Score -8288902 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -8289028.500000 Penalty: 5715.282715
	Iteration 31Q: 3 clusters Score -8289028 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -8289166.500000 Penalty: 5715.282715
	Iteration 32Q: 3 clusters Score -8289166 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -8289280.500000 Penalty: 5715.282715
	Iteration 33Q: 3 clusters Score -8289280 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -8289353.000000 Penalty: 5715.282715
	Iteration 34Q: 3 clusters Score -8289353 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -8289426.000000 Penalty: 5715.282715
	Iteration 35Q: 3 clusters Score -8289426 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -8289516.500000 Penalty: 5715.282715
	Iteration 36Q: 3 clusters Score -8289516 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -8289582.500000 Penalty: 5715.282715
	Iteration 37Q: 3 clusters Score -8289582 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -8289637.000000 Penalty: 5715.282715
	Iteration 38Q: 3 clusters Score -8289637 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -8289658.500000 Penalty: 5715.282715
	Iteration 39Q: 3 clusters Score -8289658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 94970 members 
Entering Unmasked Estep 
Score: -8289720.500000 Penalty: 5715.282715
	Iteration 40F: 3 clusters Score -8289720 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -8289773.500000 Penalty: 5715.282715
	Iteration 41Q: 3 clusters Score -8289774 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -8289851.500000 Penalty: 5715.282715
	Iteration 42Q: 3 clusters Score -8289852 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -8289895.000000 Penalty: 5715.282715
	Iteration 43Q: 3 clusters Score -8289895 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 95962 members 
Entering Unmasked Estep 
Score: -8289948.500000 Penalty: 5715.282715
	Iteration 44Q: 3 clusters Score -8289948 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -8290025.500000 Penalty: 5715.282715
	Iteration 45Q: 3 clusters Score -8290026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -8290095.000000 Penalty: 5715.282715
	Iteration 46Q: 3 clusters Score -8290095 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -8290122.500000 Penalty: 5715.282715
	Iteration 47Q: 3 clusters Score -8290122 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -8290151.000000 Penalty: 5715.282715
	Iteration 48Q: 3 clusters Score -8290151 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -8290174.500000 Penalty: 5715.282715
	Iteration 49Q: 3 clusters Score -8290174 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -8290191.500000 Penalty: 5715.282715
	Iteration 50Q: 3 clusters Score -8290192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 97168 members 
Entering Unmasked Estep 
Score: -8290216.000000 Penalty: 5715.282715
	Iteration 51Q: 3 clusters Score -8290216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -8290263.000000 Penalty: 5715.282715
	Iteration 52Q: 3 clusters Score -8290263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -8290284.500000 Penalty: 5715.282715
	Iteration 53Q: 3 clusters Score -8290284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -8290301.000000 Penalty: 5715.282715
	Iteration 54Q: 3 clusters Score -8290301 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -8290325.000000 Penalty: 5715.282715
	Iteration 55Q: 3 clusters Score -8290325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -8290349.000000 Penalty: 5715.282715
	Iteration 56Q: 3 clusters Score -8290349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 97754 members 
Entering Unmasked Estep 
Score: -8290371.500000 Penalty: 5715.282715
	Iteration 57Q: 3 clusters Score -8290372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -8290382.000000 Penalty: 5715.282715
	Iteration 58Q: 3 clusters Score -8290382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -8290386.000000 Penalty: 5715.282715
	Iteration 59Q: 3 clusters Score -8290386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -8290400.500000 Penalty: 5715.282715
	Iteration 60F: 3 clusters Score -8290400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 98007 members 
Entering Unmasked Estep 
Score: -8290438.500000 Penalty: 5715.282715
	Iteration 61Q: 3 clusters Score -8290438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -8290440.500000 Penalty: 5715.282715
	Iteration 62Q: 3 clusters Score -8290440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -8290440.000000 Penalty: 5715.282715
	Iteration 63Q: 3 clusters Score -8290440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -8290431.500000 Penalty: 5715.282715
	Iteration 64Q: 3 clusters Score -8290432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -8290457.000000 Penalty: 5715.282715
	Iteration 65Q: 3 clusters Score -8290457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -8290462.500000 Penalty: 5715.282715
	Iteration 66Q: 3 clusters Score -8290462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -8290462.000000 Penalty: 5715.282715
	Iteration 67Q: 3 clusters Score -8290462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -8290457.000000 Penalty: 5715.282715
	Iteration 68Q: 3 clusters Score -8290457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -8290459.500000 Penalty: 5715.282715
	Iteration 69Q: 3 clusters Score -8290460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -8290466.500000 Penalty: 5715.282715
	Iteration 70Q: 3 clusters Score -8290466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -8290470.500000 Penalty: 5715.282715
	Iteration 71Q: 3 clusters Score -8290470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -8290465.500000 Penalty: 5715.282715
	Iteration 72Q: 3 clusters Score -8290466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -8290470.000000 Penalty: 5715.282715
	Iteration 73Q: 3 clusters Score -8290470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -8290474.000000 Penalty: 5715.282715
	Iteration 74Q: 3 clusters Score -8290474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -8290474.500000 Penalty: 5715.282715
	Iteration 75Q: 3 clusters Score -8290474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -8290472.000000 Penalty: 5715.282715
	Iteration 76Q: 3 clusters Score -8290472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -8290473.000000 Penalty: 5715.282715
	Iteration 77Q: 3 clusters Score -8290473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -8290475.500000 Penalty: 5715.282715
	Iteration 78Q: 3 clusters Score -8290476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -8290464.500000 Penalty: 5715.282715
	Iteration 79Q: 3 clusters Score -8290464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -8290486.500000 Penalty: 5715.282715
	Iteration 80F: 3 clusters Score -8290486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
Score: -8290494.500000 Penalty: 5715.282715
	Iteration 81Q: 3 clusters Score -8290494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -8290500.000000 Penalty: 5715.282715
	Iteration 82Q: 3 clusters Score -8290500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -8290501.500000 Penalty: 5715.282715
	Iteration 83Q: 3 clusters Score -8290502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 98416 members 
Entering Unmasked Estep 
Score: -8290501.500000 Penalty: 5715.282715
	Iteration 84Q: 3 clusters Score -8290502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -8290503.500000 Penalty: 5715.282715
	Iteration 85Q: 3 clusters Score -8290504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -8290494.000000 Penalty: 5715.282715
	Iteration 86Q: 3 clusters Score -8290494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -8290488.500000 Penalty: 5715.282715
	Iteration 87Q: 3 clusters Score -8290488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -8290491.000000 Penalty: 5715.282715
	Iteration 88Q: 3 clusters Score -8290491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -8290492.500000 Penalty: 5715.282715
	Iteration 89Q: 3 clusters Score -8290492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -8290494.000000 Penalty: 5715.282715
	Iteration 90Q: 3 clusters Score -8290494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -8290491.000000 Penalty: 5715.282715
	Iteration 91Q: 3 clusters Score -8290491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -8290495.500000 Penalty: 5715.282715
	Iteration 92Q: 3 clusters Score -8290496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -8290493.500000 Penalty: 5715.282715
	Iteration 93Q: 3 clusters Score -8290494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -8290490.000000 Penalty: 5715.282715
	Iteration 94Q: 3 clusters Score -8290490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -8290496.000000 Penalty: 5715.282715
	Iteration 95Q: 3 clusters Score -8290496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -8290479.000000 Penalty: 5715.282715
	Iteration 96Q: 3 clusters Score -8290479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -8290482.500000 Penalty: 5715.282715
	Iteration 97Q: 3 clusters Score -8290482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -8290487.000000 Penalty: 5715.282715
	Iteration 98Q: 3 clusters Score -8290487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -8290490.500000 Penalty: 5715.282715
	Iteration 99Q: 3 clusters Score -8290490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -8290492.500000 Penalty: 5715.282715
	Iteration 100F: 3 clusters Score -8290492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -8290496.000000 Penalty: 5715.282715
	Iteration 101Q: 3 clusters Score -8290496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -8290491.500000 Penalty: 5715.282715
	Iteration 102Q: 3 clusters Score -8290492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -8290492.500000 Penalty: 5715.282715
	Iteration 103Q: 3 clusters Score -8290492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -8290495.500000 Penalty: 5715.282715
	Iteration 104Q: 3 clusters Score -8290496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -8290499.000000 Penalty: 5715.282715
	Iteration 105Q: 3 clusters Score -8290499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -8290498.000000 Penalty: 5715.282715
	Iteration 106Q: 3 clusters Score -8290498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -8290493.500000 Penalty: 5715.282715
	Iteration 107Q: 3 clusters Score -8290494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 98559 members 
Entering Unmasked Estep 
Score: -8290501.500000 Penalty: 5715.282715
	Iteration 108Q: 3 clusters Score -8290502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -8290500.000000 Penalty: 5715.282715
	Iteration 109Q: 3 clusters Score -8290500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -8290500.000000 Penalty: 5715.282715
	Iteration 110F: 3 clusters Score -8290500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Entering Unmasked Estep 
Score: -13156292.000000 Penalty: 2973.888672
	Iteration 0F: 2 clusters Score -1.315629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -13048134.000000 Penalty: 5947.777344
	Iteration 0F: 3 clusters Score -1.304813e+07 nChanged 77386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -13092989.000000 Penalty: 5947.777344
	Iteration 1F: 3 clusters Score -1.309299e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -13093973.000000 Penalty: 5947.777344
	Iteration 2Q: 3 clusters Score -1.309397e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -13095257.000000 Penalty: 5947.777344
	Iteration 3Q: 3 clusters Score -1.309526e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -13097202.000000 Penalty: 5947.777344
	Iteration 4Q: 3 clusters Score -1.30972e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -13100595.000000 Penalty: 5947.777344
	Iteration 5Q: 3 clusters Score -1.31006e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108503 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -13106718.000000 Penalty: 5947.777344
	Iteration 6F: 3 clusters Score -1.310672e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119873 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -13115886.000000 Penalty: 5947.777344
	Iteration 7F: 3 clusters Score -1.311589e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132578 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -13127507.000000 Penalty: 5947.777344
	Iteration 8F: 3 clusters Score -1.312751e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -13138178.000000 Penalty: 5947.777344
	Iteration 9F: 3 clusters Score -1.313818e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151647 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -13145599.000000 Penalty: 5947.777344
	Iteration 10Q: 3 clusters Score -1.31456e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -13149694.000000 Penalty: 5947.777344
	Iteration 11Q: 3 clusters Score -1.314969e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -13151706.000000 Penalty: 5947.777344
	Iteration 12Q: 3 clusters Score -1.315171e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13152673.000000 Penalty: 5947.777344
	Iteration 13Q: 3 clusters Score -1.315267e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13153156.000000 Penalty: 5947.777344
	Iteration 14Q: 3 clusters Score -1.315316e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13153350.000000 Penalty: 5947.777344
	Iteration 15Q: 3 clusters Score -1.315335e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13153495.000000 Penalty: 5947.777344
	Iteration 16Q: 3 clusters Score -1.31535e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13153568.000000 Penalty: 5947.777344
	Iteration 17Q: 3 clusters Score -1.315357e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160827 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13153618.000000 Penalty: 5947.777344
	Iteration 18Q: 3 clusters Score -1.315362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13153636.000000 Penalty: 5947.777344
	Iteration 19Q: 3 clusters Score -1.315364e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160878 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -13153672.000000 Penalty: 5947.777344
	Iteration 20F: 3 clusters Score -1.315367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13153685.000000 Penalty: 5947.777344
	Iteration 21Q: 3 clusters Score -1.315368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13153681.000000 Penalty: 5947.777344
	Iteration 22Q: 3 clusters Score -1.315368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13153697.000000 Penalty: 5947.777344
	Iteration 23Q: 3 clusters Score -1.31537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160925 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13153719.000000 Penalty: 5947.777344
	Iteration 24Q: 3 clusters Score -1.315372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -13153712.000000 Penalty: 5947.777344
	Iteration 25Q: 3 clusters Score -1.315371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160949 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -13153721.000000 Penalty: 5947.777344
	Iteration 26Q: 3 clusters Score -1.315372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -13153738.000000 Penalty: 5947.777344
	Iteration 27Q: 3 clusters Score -1.315374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -13153740.000000 Penalty: 5947.777344
	Iteration 28Q: 3 clusters Score -1.315374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -13153754.000000 Penalty: 5947.777344
	Iteration 29Q: 3 clusters Score -1.315375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13153765.000000 Penalty: 5947.777344
	Iteration 30Q: 3 clusters Score -1.315376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160969 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -13153769.000000 Penalty: 5947.777344
	Iteration 31Q: 3 clusters Score -1.315377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160969 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -13153766.000000 Penalty: 5947.777344
	Iteration 32Q: 3 clusters Score -1.315377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -13153767.000000 Penalty: 5947.777344
	Iteration 33Q: 3 clusters Score -1.315377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160972 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -13153766.000000 Penalty: 5947.777344
	Iteration 34Q: 3 clusters Score -1.315377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13153769.000000 Penalty: 5947.777344
	Iteration 35Q: 3 clusters Score -1.315377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13153774.000000 Penalty: 5947.777344
	Iteration 36Q: 3 clusters Score -1.315377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13153772.000000 Penalty: 5947.777344
	Iteration 37Q: 3 clusters Score -1.315377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13153772.000000 Penalty: 5947.777344
	Iteration 38F: 3 clusters Score -1.315377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -296204.656250 Penalty: 2054.556885
	Iteration 0F: 2 clusters Score -296204.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -292362.687500 Penalty: 4109.113770
	Iteration 0F: 3 clusters Score -292362.7 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -293202.843750 Penalty: 4109.113770
	Iteration 1F: 3 clusters Score -293202.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -293420.218750 Penalty: 4109.113770
	Iteration 2F: 3 clusters Score -293420.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -293629.000000 Penalty: 4109.113770
	Iteration 3F: 3 clusters Score -293629 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -293855.968750 Penalty: 4109.113770
	Iteration 4Q: 3 clusters Score -293856 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -294078.125000 Penalty: 4109.113770
	Iteration 5F: 3 clusters Score -294078.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -294305.531250 Penalty: 4109.113770
	Iteration 6F: 3 clusters Score -294305.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -294524.000000 Penalty: 4109.113770
	Iteration 7Q: 3 clusters Score -294524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294770.156250 Penalty: 4109.113770
	Iteration 8Q: 3 clusters Score -294770.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295139.968750 Penalty: 4109.113770
	Iteration 9F: 3 clusters Score -295140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -295512.718750 Penalty: 4109.113770
	Iteration 10F: 3 clusters Score -295512.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -295753.968750 Penalty: 4109.113770
	Iteration 11Q: 3 clusters Score -295754 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295908.187500 Penalty: 4109.113770
	Iteration 12Q: 3 clusters Score -295908.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -296044.343750 Penalty: 4109.113770
	Iteration 13Q: 3 clusters Score -296044.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -296109.281250 Penalty: 4109.113770
	Iteration 14Q: 3 clusters Score -296109.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -296129.218750 Penalty: 4109.113770
	Iteration 15Q: 3 clusters Score -296129.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -296141.875000 Penalty: 4109.113770
	Iteration 16Q: 3 clusters Score -296141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -296155.125000 Penalty: 4109.113770
	Iteration 17Q: 3 clusters Score -296155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -296163.218750 Penalty: 4109.113770
	Iteration 18Q: 3 clusters Score -296163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -296175.593750 Penalty: 4109.113770
	Iteration 19Q: 3 clusters Score -296175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -296195.562500 Penalty: 4109.113770
	Iteration 20F: 3 clusters Score -296195.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -296213.343750 Penalty: 4109.113770
	Iteration 21Q: 3 clusters Score -296213.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -296224.125000 Penalty: 4109.113770
	Iteration 22Q: 3 clusters Score -296224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -296228.687500 Penalty: 4109.113770
	Iteration 23Q: 3 clusters Score -296228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -296228.875000 Penalty: 4109.113770
	Iteration 24Q: 3 clusters Score -296228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -296231.406250 Penalty: 4109.113770
	Iteration 25Q: 3 clusters Score -296231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -296232.000000 Penalty: 4109.113770
	Iteration 26Q: 3 clusters Score -296232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -296232.250000 Penalty: 4109.113770
	Iteration 27Q: 3 clusters Score -296232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -296232.250000 Penalty: 4109.113770
	Iteration 28F: 3 clusters Score -296232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 22948 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 218085 members 
Mstep: Class 6 contains 29857 members 
Mstep: Class 7 contains 41071 members 
Mstep: Class 8 contains 14787 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 54001 members 
Mstep: Class 11 contains 858445 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23083 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 26247 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100987 members 
Mstep: Class 18 contains 161375 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30852 members 
Mstep: Class 23 contains 11956 members 
Mstep: Class 24 contains 7750 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31011 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12713 members 
Mstep: Class 30 contains 8599 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 37518 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 971 members 
Entering Unmasked Estep 
Score: -142781472.000000 Penalty: 121549.570312
Splitting cluster 19 changes total score from -142782480.000000 to -142781472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -317370.093750 Penalty: 2066.412598
	Iteration 0F: 2 clusters Score -317370.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -313422.718750 Penalty: 4132.825195
	Iteration 0F: 3 clusters Score -313422.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -314258.812500 Penalty: 4132.825195
	Iteration 1F: 3 clusters Score -314258.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -314457.718750 Penalty: 4132.825195
	Iteration 2F: 3 clusters Score -314457.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -314586.312500 Penalty: 4132.825195
	Iteration 3F: 3 clusters Score -314586.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -314660.156250 Penalty: 4132.825195
	Iteration 4Q: 3 clusters Score -314660.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -314707.843750 Penalty: 4132.825195
	Iteration 5Q: 3 clusters Score -314707.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -314752.125000 Penalty: 4132.825195
	Iteration 6Q: 3 clusters Score -314752.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -314787.218750 Penalty: 4132.825195
	Iteration 7Q: 3 clusters Score -314787.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -314810.375000 Penalty: 4132.825195
	Iteration 8Q: 3 clusters Score -314810.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -314827.656250 Penalty: 4132.825195
	Iteration 9Q: 3 clusters Score -314827.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -314854.281250 Penalty: 4132.825195
	Iteration 10Q: 3 clusters Score -314854.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -314884.187500 Penalty: 4132.825195
	Iteration 11Q: 3 clusters Score -314884.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -314917.343750 Penalty: 4132.825195
	Iteration 12Q: 3 clusters Score -314917.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -314948.875000 Penalty: 4132.825195
	Iteration 13Q: 3 clusters Score -314948.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -314976.812500 Penalty: 4132.825195
	Iteration 14Q: 3 clusters Score -314976.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -315000.375000 Penalty: 4132.825195
	Iteration 15Q: 3 clusters Score -315000.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -315025.187500 Penalty: 4132.825195
	Iteration 16Q: 3 clusters Score -315025.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -315056.531250 Penalty: 4132.825195
	Iteration 17Q: 3 clusters Score -315056.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -315084.843750 Penalty: 4132.825195
	Iteration 18Q: 3 clusters Score -315084.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -315113.406250 Penalty: 4132.825195
	Iteration 19Q: 3 clusters Score -315113.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -315148.843750 Penalty: 4132.825195
	Iteration 20F: 3 clusters Score -315148.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -315199.531250 Penalty: 4132.825195
	Iteration 21Q: 3 clusters Score -315199.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -315258.500000 Penalty: 4132.825195
	Iteration 22Q: 3 clusters Score -315258.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -315342.531250 Penalty: 4132.825195
	Iteration 23Q: 3 clusters Score -315342.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -315420.937500 Penalty: 4132.825195
	Iteration 24Q: 3 clusters Score -315420.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -315513.406250 Penalty: 4132.825195
	Iteration 25Q: 3 clusters Score -315513.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -315618.531250 Penalty: 4132.825195
	Iteration 26Q: 3 clusters Score -315618.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -315724.093750 Penalty: 4132.825195
	Iteration 27Q: 3 clusters Score -315724.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -315782.593750 Penalty: 4132.825195
	Iteration 28Q: 3 clusters Score -315782.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -315834.625000 Penalty: 4132.825195
	Iteration 29Q: 3 clusters Score -315834.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -315869.000000 Penalty: 4132.825195
	Iteration 30Q: 3 clusters Score -315869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -315896.562500 Penalty: 4132.825195
	Iteration 31Q: 3 clusters Score -315896.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -315917.812500 Penalty: 4132.825195
	Iteration 32Q: 3 clusters Score -315917.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -315934.718750 Penalty: 4132.825195
	Iteration 33Q: 3 clusters Score -315934.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -315941.718750 Penalty: 4132.825195
	Iteration 34Q: 3 clusters Score -315941.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -315949.687500 Penalty: 4132.825195
	Iteration 35Q: 3 clusters Score -315949.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -315960.218750 Penalty: 4132.825195
	Iteration 36Q: 3 clusters Score -315960.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -315967.562500 Penalty: 4132.825195
	Iteration 37Q: 3 clusters Score -315967.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -315972.500000 Penalty: 4132.825195
	Iteration 38Q: 3 clusters Score -315972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -315977.812500 Penalty: 4132.825195
	Iteration 39Q: 3 clusters Score -315977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -315979.312500 Penalty: 4132.825195
	Iteration 40F: 3 clusters Score -315979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -315982.531250 Penalty: 4132.825195
	Iteration 41Q: 3 clusters Score -315982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -315984.218750 Penalty: 4132.825195
	Iteration 42Q: 3 clusters Score -315984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -315987.343750 Penalty: 4132.825195
	Iteration 43Q: 3 clusters Score -315987.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -315992.406250 Penalty: 4132.825195
	Iteration 44Q: 3 clusters Score -315992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -315996.125000 Penalty: 4132.825195
	Iteration 45Q: 3 clusters Score -315996.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -315999.687500 Penalty: 4132.825195
	Iteration 46Q: 3 clusters Score -315999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -316003.906250 Penalty: 4132.825195
	Iteration 47Q: 3 clusters Score -316003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -316004.687500 Penalty: 4132.825195
	Iteration 48Q: 3 clusters Score -316004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -316006.656250 Penalty: 4132.825195
	Iteration 49Q: 3 clusters Score -316006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -316008.281250 Penalty: 4132.825195
	Iteration 50Q: 3 clusters Score -316008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -316009.031250 Penalty: 4132.825195
	Iteration 51Q: 3 clusters Score -316009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -316010.156250 Penalty: 4132.825195
	Iteration 52Q: 3 clusters Score -316010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -316010.875000 Penalty: 4132.825195
	Iteration 53Q: 3 clusters Score -316010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -316011.687500 Penalty: 4132.825195
	Iteration 54Q: 3 clusters Score -316011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -316011.687500 Penalty: 4132.825195
	Iteration 55F: 3 clusters Score -316011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -203442.406250 Penalty: 1959.816895
	Iteration 0F: 2 clusters Score -203442.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -200371.515625 Penalty: 3919.633789
	Iteration 0F: 3 clusters Score -200371.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -200954.578125 Penalty: 3919.633789
	Iteration 1F: 3 clusters Score -200954.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -201118.000000 Penalty: 3919.633789
	Iteration 2F: 3 clusters Score -201118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -201209.968750 Penalty: 3919.633789
	Iteration 3Q: 3 clusters Score -201210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -201286.734375 Penalty: 3919.633789
	Iteration 4Q: 3 clusters Score -201286.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -201347.406250 Penalty: 3919.633789
	Iteration 5Q: 3 clusters Score -201347.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -201426.187500 Penalty: 3919.633789
	Iteration 6Q: 3 clusters Score -201426.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -201498.625000 Penalty: 3919.633789
	Iteration 7Q: 3 clusters Score -201498.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -201563.484375 Penalty: 3919.633789
	Iteration 8Q: 3 clusters Score -201563.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -201619.921875 Penalty: 3919.633789
	Iteration 9Q: 3 clusters Score -201619.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -201673.921875 Penalty: 3919.633789
	Iteration 10Q: 3 clusters Score -201673.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -201718.703125 Penalty: 3919.633789
	Iteration 11Q: 3 clusters Score -201718.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -201760.343750 Penalty: 3919.633789
	Iteration 12Q: 3 clusters Score -201760.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -201798.812500 Penalty: 3919.633789
	Iteration 13Q: 3 clusters Score -201798.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -201846.984375 Penalty: 3919.633789
	Iteration 14Q: 3 clusters Score -201847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -201923.218750 Penalty: 3919.633789
	Iteration 15Q: 3 clusters Score -201923.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -202006.734375 Penalty: 3919.633789
	Iteration 16Q: 3 clusters Score -202006.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -202084.031250 Penalty: 3919.633789
	Iteration 17Q: 3 clusters Score -202084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -202191.281250 Penalty: 3919.633789
	Iteration 18Q: 3 clusters Score -202191.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -202309.187500 Penalty: 3919.633789
	Iteration 19Q: 3 clusters Score -202309.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -202428.640625 Penalty: 3919.633789
	Iteration 20F: 3 clusters Score -202428.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -202560.359375 Penalty: 3919.633789
	Iteration 21Q: 3 clusters Score -202560.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -202722.593750 Penalty: 3919.633789
	Iteration 22Q: 3 clusters Score -202722.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -202840.234375 Penalty: 3919.633789
	Iteration 23Q: 3 clusters Score -202840.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -202951.890625 Penalty: 3919.633789
	Iteration 24Q: 3 clusters Score -202951.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -203014.093750 Penalty: 3919.633789
	Iteration 25Q: 3 clusters Score -203014.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -203051.843750 Penalty: 3919.633789
	Iteration 26Q: 3 clusters Score -203051.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -203070.781250 Penalty: 3919.633789
	Iteration 27Q: 3 clusters Score -203070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -203074.781250 Penalty: 3919.633789
	Iteration 28Q: 3 clusters Score -203074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -203074.828125 Penalty: 3919.633789
	Iteration 29Q: 3 clusters Score -203074.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -203074.828125 Penalty: 3919.633789
	Iteration 30F: 3 clusters Score -203074.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Entering Unmasked Estep 
Score: -2239428.000000 Penalty: 2563.565430
	Iteration 0F: 2 clusters Score -2239428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2218269.500000 Penalty: 5127.130859
	Iteration 0F: 3 clusters Score -2218270 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2226131.250000 Penalty: 5127.130859
	Iteration 1F: 3 clusters Score -2226131 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2226875.750000 Penalty: 5127.130859
	Iteration 2F: 3 clusters Score -2226876 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2227689.250000 Penalty: 5127.130859
	Iteration 3F: 3 clusters Score -2227689 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2228680.750000 Penalty: 5127.130859
	Iteration 4F: 3 clusters Score -2228681 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2229745.250000 Penalty: 5127.130859
	Iteration 5F: 3 clusters Score -2229745 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2230963.000000 Penalty: 5127.130859
	Iteration 6F: 3 clusters Score -2230963 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2232282.000000 Penalty: 5127.130859
	Iteration 7F: 3 clusters Score -2232282 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2233528.250000 Penalty: 5127.130859
	Iteration 8F: 3 clusters Score -2233528 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2234609.250000 Penalty: 5127.130859
	Iteration 9F: 3 clusters Score -2234609 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2235389.750000 Penalty: 5127.130859
	Iteration 10Q: 3 clusters Score -2235390 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2235857.500000 Penalty: 5127.130859
	Iteration 11Q: 3 clusters Score -2235858 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2236175.500000 Penalty: 5127.130859
	Iteration 12Q: 3 clusters Score -2236176 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2236407.750000 Penalty: 5127.130859
	Iteration 13Q: 3 clusters Score -2236408 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2236575.250000 Penalty: 5127.130859
	Iteration 14Q: 3 clusters Score -2236575 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2236704.750000 Penalty: 5127.130859
	Iteration 15Q: 3 clusters Score -2236705 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2236794.250000 Penalty: 5127.130859
	Iteration 16Q: 3 clusters Score -2236794 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2236876.500000 Penalty: 5127.130859
	Iteration 17Q: 3 clusters Score -2236876 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2236976.250000 Penalty: 5127.130859
	Iteration 18Q: 3 clusters Score -2236976 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2237045.250000 Penalty: 5127.130859
	Iteration 19Q: 3 clusters Score -2237045 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2237119.250000 Penalty: 5127.130859
	Iteration 20F: 3 clusters Score -2237119 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2237194.750000 Penalty: 5127.130859
	Iteration 21Q: 3 clusters Score -2237195 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2237265.000000 Penalty: 5127.130859
	Iteration 22Q: 3 clusters Score -2237265 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2237344.750000 Penalty: 5127.130859
	Iteration 23Q: 3 clusters Score -2237345 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2237442.500000 Penalty: 5127.130859
	Iteration 24Q: 3 clusters Score -2237442 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2237559.250000 Penalty: 5127.130859
	Iteration 25Q: 3 clusters Score -2237559 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2237654.750000 Penalty: 5127.130859
	Iteration 26Q: 3 clusters Score -2237655 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -2237737.250000 Penalty: 5127.130859
	Iteration 27Q: 3 clusters Score -2237737 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -2237830.750000 Penalty: 5127.130859
	Iteration 28Q: 3 clusters Score -2237831 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2237912.500000 Penalty: 5127.130859
	Iteration 29Q: 3 clusters Score -2237912 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2238008.000000 Penalty: 5127.130859
	Iteration 30Q: 3 clusters Score -2238008 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2238131.250000 Penalty: 5127.130859
	Iteration 31Q: 3 clusters Score -2238131 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2238227.250000 Penalty: 5127.130859
	Iteration 32Q: 3 clusters Score -2238227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2238315.000000 Penalty: 5127.130859
	Iteration 33Q: 3 clusters Score -2238315 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2238388.250000 Penalty: 5127.130859
	Iteration 34Q: 3 clusters Score -2238388 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -2238445.500000 Penalty: 5127.130859
	Iteration 35Q: 3 clusters Score -2238446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2238499.250000 Penalty: 5127.130859
	Iteration 36Q: 3 clusters Score -2238499 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -2238528.250000 Penalty: 5127.130859
	Iteration 37Q: 3 clusters Score -2238528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -2238548.250000 Penalty: 5127.130859
	Iteration 38Q: 3 clusters Score -2238548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2238560.500000 Penalty: 5127.130859
	Iteration 39Q: 3 clusters Score -2238560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -2238575.250000 Penalty: 5127.130859
	Iteration 40F: 3 clusters Score -2238575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -2238586.750000 Penalty: 5127.130859
	Iteration 41Q: 3 clusters Score -2238587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -2238597.500000 Penalty: 5127.130859
	Iteration 42Q: 3 clusters Score -2238598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -2238608.500000 Penalty: 5127.130859
	Iteration 43Q: 3 clusters Score -2238608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -2238619.500000 Penalty: 5127.130859
	Iteration 44Q: 3 clusters Score -2238620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2238615.750000 Penalty: 5127.130859
	Iteration 45Q: 3 clusters Score -2238616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2238628.000000 Penalty: 5127.130859
	Iteration 46Q: 3 clusters Score -2238628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -2238636.250000 Penalty: 5127.130859
	Iteration 47Q: 3 clusters Score -2238636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -2238638.250000 Penalty: 5127.130859
	Iteration 48Q: 3 clusters Score -2238638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2238645.250000 Penalty: 5127.130859
	Iteration 49Q: 3 clusters Score -2238645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -2238647.250000 Penalty: 5127.130859
	Iteration 50Q: 3 clusters Score -2238647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2238650.750000 Penalty: 5127.130859
	Iteration 51Q: 3 clusters Score -2238651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2238654.250000 Penalty: 5127.130859
	Iteration 52Q: 3 clusters Score -2238654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2238656.500000 Penalty: 5127.130859
	Iteration 53Q: 3 clusters Score -2238656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -2238657.250000 Penalty: 5127.130859
	Iteration 54Q: 3 clusters Score -2238657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2238663.500000 Penalty: 5127.130859
	Iteration 55Q: 3 clusters Score -2238664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -2238664.750000 Penalty: 5127.130859
	Iteration 56Q: 3 clusters Score -2238665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -2238663.750000 Penalty: 5127.130859
	Iteration 57Q: 3 clusters Score -2238664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2238667.000000 Penalty: 5127.130859
	Iteration 58Q: 3 clusters Score -2238667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2238670.500000 Penalty: 5127.130859
	Iteration 59Q: 3 clusters Score -2238670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2238671.000000 Penalty: 5127.130859
	Iteration 60F: 3 clusters Score -2238671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -2238673.000000 Penalty: 5127.130859
	Iteration 61Q: 3 clusters Score -2238673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2238677.750000 Penalty: 5127.130859
	Iteration 62Q: 3 clusters Score -2238678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -2238678.250000 Penalty: 5127.130859
	Iteration 63Q: 3 clusters Score -2238678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2238677.000000 Penalty: 5127.130859
	Iteration 64Q: 3 clusters Score -2238677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -2238678.000000 Penalty: 5127.130859
	Iteration 65Q: 3 clusters Score -2238678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2238673.000000 Penalty: 5127.130859
	Iteration 66Q: 3 clusters Score -2238673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2238675.000000 Penalty: 5127.130859
	Iteration 67Q: 3 clusters Score -2238675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2238676.000000 Penalty: 5127.130859
	Iteration 68Q: 3 clusters Score -2238676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2238678.250000 Penalty: 5127.130859
	Iteration 69Q: 3 clusters Score -2238678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2238678.250000 Penalty: 5127.130859
	Iteration 70F: 3 clusters Score -2238678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Entering Unmasked Estep 
Score: -908814.625000 Penalty: 2328.469238
	Iteration 0F: 2 clusters Score -908814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -899951.562500 Penalty: 4656.938477
	Iteration 0F: 3 clusters Score -899951.6 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -902723.062500 Penalty: 4656.938477
	Iteration 1F: 3 clusters Score -902723.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -903439.875000 Penalty: 4656.938477
	Iteration 2F: 3 clusters Score -903439.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -904283.437500 Penalty: 4656.938477
	Iteration 3F: 3 clusters Score -904283.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -905290.000000 Penalty: 4656.938477
	Iteration 4F: 3 clusters Score -905290 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -906385.187500 Penalty: 4656.938477
	Iteration 5F: 3 clusters Score -906385.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -907353.625000 Penalty: 4656.938477
	Iteration 6F: 3 clusters Score -907353.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -907943.312500 Penalty: 4656.938477
	Iteration 7F: 3 clusters Score -907943.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -908199.312500 Penalty: 4656.938477
	Iteration 8Q: 3 clusters Score -908199.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -908308.562500 Penalty: 4656.938477
	Iteration 9Q: 3 clusters Score -908308.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -908352.937500 Penalty: 4656.938477
	Iteration 10Q: 3 clusters Score -908352.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -908385.125000 Penalty: 4656.938477
	Iteration 11Q: 3 clusters Score -908385.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -908399.750000 Penalty: 4656.938477
	Iteration 12Q: 3 clusters Score -908399.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -908415.312500 Penalty: 4656.938477
	Iteration 13Q: 3 clusters Score -908415.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -908420.687500 Penalty: 4656.938477
	Iteration 14Q: 3 clusters Score -908420.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -908430.000000 Penalty: 4656.938477
	Iteration 15Q: 3 clusters Score -908430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -908436.437500 Penalty: 4656.938477
	Iteration 16Q: 3 clusters Score -908436.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -908438.500000 Penalty: 4656.938477
	Iteration 17Q: 3 clusters Score -908438.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -908442.187500 Penalty: 4656.938477
	Iteration 18Q: 3 clusters Score -908442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -908445.375000 Penalty: 4656.938477
	Iteration 19Q: 3 clusters Score -908445.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -908448.812500 Penalty: 4656.938477
	Iteration 20F: 3 clusters Score -908448.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -908450.937500 Penalty: 4656.938477
	Iteration 21Q: 3 clusters Score -908450.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -908456.187500 Penalty: 4656.938477
	Iteration 22Q: 3 clusters Score -908456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -908456.687500 Penalty: 4656.938477
	Iteration 23Q: 3 clusters Score -908456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -908460.750000 Penalty: 4656.938477
	Iteration 24Q: 3 clusters Score -908460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -908460.687500 Penalty: 4656.938477
	Iteration 25Q: 3 clusters Score -908460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -908460.125000 Penalty: 4656.938477
	Iteration 26Q: 3 clusters Score -908460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -908460.812500 Penalty: 4656.938477
	Iteration 27Q: 3 clusters Score -908460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -908460.812500 Penalty: 4656.938477
	Iteration 28F: 3 clusters Score -908460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Entering Unmasked Estep 
Score: -640042.125000 Penalty: 2220.951172
	Iteration 0F: 2 clusters Score -640042.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -633824.750000 Penalty: 4441.902344
	Iteration 0F: 3 clusters Score -633824.8 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -635526.250000 Penalty: 4441.902344
	Iteration 1F: 3 clusters Score -635526.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -635756.625000 Penalty: 4441.902344
	Iteration 2F: 3 clusters Score -635756.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -635876.250000 Penalty: 4441.902344
	Iteration 3Q: 3 clusters Score -635876.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -635977.625000 Penalty: 4441.902344
	Iteration 4Q: 3 clusters Score -635977.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -636058.875000 Penalty: 4441.902344
	Iteration 5Q: 3 clusters Score -636058.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -636143.375000 Penalty: 4441.902344
	Iteration 6Q: 3 clusters Score -636143.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -636215.312500 Penalty: 4441.902344
	Iteration 7Q: 3 clusters Score -636215.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -636277.437500 Penalty: 4441.902344
	Iteration 8Q: 3 clusters Score -636277.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -636336.250000 Penalty: 4441.902344
	Iteration 9Q: 3 clusters Score -636336.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -636396.500000 Penalty: 4441.902344
	Iteration 10Q: 3 clusters Score -636396.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -636465.812500 Penalty: 4441.902344
	Iteration 11Q: 3 clusters Score -636465.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -636540.062500 Penalty: 4441.902344
	Iteration 12Q: 3 clusters Score -636540.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -636627.312500 Penalty: 4441.902344
	Iteration 13Q: 3 clusters Score -636627.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -636730.750000 Penalty: 4441.902344
	Iteration 14Q: 3 clusters Score -636730.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -636853.875000 Penalty: 4441.902344
	Iteration 15Q: 3 clusters Score -636853.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -636996.500000 Penalty: 4441.902344
	Iteration 16Q: 3 clusters Score -636996.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -637153.875000 Penalty: 4441.902344
	Iteration 17Q: 3 clusters Score -637153.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -637291.687500 Penalty: 4441.902344
	Iteration 18Q: 3 clusters Score -637291.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -637423.812500 Penalty: 4441.902344
	Iteration 19Q: 3 clusters Score -637423.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -637540.000000 Penalty: 4441.902344
	Iteration 20F: 3 clusters Score -637540 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -637626.375000 Penalty: 4441.902344
	Iteration 21Q: 3 clusters Score -637626.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -637701.687500 Penalty: 4441.902344
	Iteration 22Q: 3 clusters Score -637701.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -637767.125000 Penalty: 4441.902344
	Iteration 23Q: 3 clusters Score -637767.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -637831.812500 Penalty: 4441.902344
	Iteration 24Q: 3 clusters Score -637831.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -637897.687500 Penalty: 4441.902344
	Iteration 25Q: 3 clusters Score -637897.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -637955.750000 Penalty: 4441.902344
	Iteration 26Q: 3 clusters Score -637955.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -637996.187500 Penalty: 4441.902344
	Iteration 27Q: 3 clusters Score -637996.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -638030.562500 Penalty: 4441.902344
	Iteration 28Q: 3 clusters Score -638030.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -638052.812500 Penalty: 4441.902344
	Iteration 29Q: 3 clusters Score -638052.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -638077.000000 Penalty: 4441.902344
	Iteration 30Q: 3 clusters Score -638077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -638087.687500 Penalty: 4441.902344
	Iteration 31Q: 3 clusters Score -638087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -638094.437500 Penalty: 4441.902344
	Iteration 32Q: 3 clusters Score -638094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -638097.500000 Penalty: 4441.902344
	Iteration 33Q: 3 clusters Score -638097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -638100.812500 Penalty: 4441.902344
	Iteration 34Q: 3 clusters Score -638100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -638105.562500 Penalty: 4441.902344
	Iteration 35Q: 3 clusters Score -638105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -638108.687500 Penalty: 4441.902344
	Iteration 36Q: 3 clusters Score -638108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -638109.625000 Penalty: 4441.902344
	Iteration 37Q: 3 clusters Score -638109.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -638109.625000 Penalty: 4441.902344
	Iteration 38F: 3 clusters Score -638109.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -347130.531250 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -347130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -342952.875000 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -342952.9 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -343938.937500 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -343938.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -344122.937500 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -344122.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -344221.218750 Penalty: 4165.164062
	Iteration 3Q: 3 clusters Score -344221.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -344282.031250 Penalty: 4165.164062
	Iteration 4Q: 3 clusters Score -344282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -344316.750000 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -344316.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -344344.250000 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -344344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -344370.437500 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -344370.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -344394.875000 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -344394.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -344413.000000 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -344413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -344428.250000 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -344428.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -344447.625000 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -344447.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -344469.375000 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -344469.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -344495.656250 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -344495.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -344520.562500 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -344520.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -344547.906250 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -344547.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -344567.312500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -344567.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -344582.750000 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -344582.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -344595.312500 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -344595.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -344606.875000 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -344606.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -344618.250000 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -344618.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -344632.187500 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -344632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -344646.781250 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -344646.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -344659.000000 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -344659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -344673.093750 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -344673.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -344683.375000 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -344683.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -344697.593750 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -344697.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -344713.906250 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -344713.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -344732.718750 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -344732.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -344751.062500 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -344751.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -344770.656250 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -344770.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -344788.687500 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -344788.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -344813.437500 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -344813.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -344830.875000 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -344830.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -344848.250000 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -344848.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -344864.531250 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -344864.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -344876.937500 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -344876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -344890.562500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -344890.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -344906.437500 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -344906.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -344925.031250 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -344925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -344945.187500 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -344945.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -344962.281250 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -344962.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -344977.781250 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -344977.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -344994.937500 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -344994.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -345013.375000 Penalty: 4165.164062
	Iteration 44Q: 3 clusters Score -345013.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -345029.031250 Penalty: 4165.164062
	Iteration 45Q: 3 clusters Score -345029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -345044.062500 Penalty: 4165.164062
	Iteration 46Q: 3 clusters Score -345044.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -345055.031250 Penalty: 4165.164062
	Iteration 47Q: 3 clusters Score -345055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -345064.812500 Penalty: 4165.164062
	Iteration 48Q: 3 clusters Score -345064.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -345078.343750 Penalty: 4165.164062
	Iteration 49Q: 3 clusters Score -345078.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -345093.375000 Penalty: 4165.164062
	Iteration 50Q: 3 clusters Score -345093.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -345110.875000 Penalty: 4165.164062
	Iteration 51Q: 3 clusters Score -345110.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -345135.343750 Penalty: 4165.164062
	Iteration 52Q: 3 clusters Score -345135.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -345162.531250 Penalty: 4165.164062
	Iteration 53Q: 3 clusters Score -345162.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -345175.781250 Penalty: 4165.164062
	Iteration 54Q: 3 clusters Score -345175.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -345185.937500 Penalty: 4165.164062
	Iteration 55Q: 3 clusters Score -345185.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -345198.031250 Penalty: 4165.164062
	Iteration 56Q: 3 clusters Score -345198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -345205.187500 Penalty: 4165.164062
	Iteration 57Q: 3 clusters Score -345205.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -345214.718750 Penalty: 4165.164062
	Iteration 58Q: 3 clusters Score -345214.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -345225.937500 Penalty: 4165.164062
	Iteration 59Q: 3 clusters Score -345225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -345240.406250 Penalty: 4165.164062
	Iteration 60F: 3 clusters Score -345240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -345247.593750 Penalty: 4165.164062
	Iteration 61Q: 3 clusters Score -345247.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -345253.906250 Penalty: 4165.164062
	Iteration 62Q: 3 clusters Score -345253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -345257.187500 Penalty: 4165.164062
	Iteration 63Q: 3 clusters Score -345257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -345261.468750 Penalty: 4165.164062
	Iteration 64Q: 3 clusters Score -345261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -345263.968750 Penalty: 4165.164062
	Iteration 65Q: 3 clusters Score -345264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -345267.343750 Penalty: 4165.164062
	Iteration 66Q: 3 clusters Score -345267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -345271.875000 Penalty: 4165.164062
	Iteration 67Q: 3 clusters Score -345271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -345274.906250 Penalty: 4165.164062
	Iteration 68Q: 3 clusters Score -345274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -345277.937500 Penalty: 4165.164062
	Iteration 69Q: 3 clusters Score -345277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -345279.687500 Penalty: 4165.164062
	Iteration 70Q: 3 clusters Score -345279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -345283.343750 Penalty: 4165.164062
	Iteration 71Q: 3 clusters Score -345283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -345286.906250 Penalty: 4165.164062
	Iteration 72Q: 3 clusters Score -345286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -345288.906250 Penalty: 4165.164062
	Iteration 73Q: 3 clusters Score -345288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -345288.718750 Penalty: 4165.164062
	Iteration 74Q: 3 clusters Score -345288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -345288.718750 Penalty: 4165.164062
	Iteration 75F: 3 clusters Score -345288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -260203.046875 Penalty: 2011.236816
	Iteration 0F: 2 clusters Score -260203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -256756.390625 Penalty: 4022.473633
	Iteration 0F: 3 clusters Score -256756.4 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -257484.953125 Penalty: 4022.473633
	Iteration 1F: 3 clusters Score -257485 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -257683.484375 Penalty: 4022.473633
	Iteration 2F: 3 clusters Score -257683.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -257807.531250 Penalty: 4022.473633
	Iteration 3Q: 3 clusters Score -257807.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -257897.109375 Penalty: 4022.473633
	Iteration 4Q: 3 clusters Score -257897.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -257967.375000 Penalty: 4022.473633
	Iteration 5Q: 3 clusters Score -257967.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -258024.265625 Penalty: 4022.473633
	Iteration 6Q: 3 clusters Score -258024.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -258066.453125 Penalty: 4022.473633
	Iteration 7Q: 3 clusters Score -258066.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -258103.500000 Penalty: 4022.473633
	Iteration 8Q: 3 clusters Score -258103.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -258142.031250 Penalty: 4022.473633
	Iteration 9Q: 3 clusters Score -258142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -258176.281250 Penalty: 4022.473633
	Iteration 10Q: 3 clusters Score -258176.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -258202.656250 Penalty: 4022.473633
	Iteration 11Q: 3 clusters Score -258202.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -258224.578125 Penalty: 4022.473633
	Iteration 12Q: 3 clusters Score -258224.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -258240.578125 Penalty: 4022.473633
	Iteration 13Q: 3 clusters Score -258240.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -258253.781250 Penalty: 4022.473633
	Iteration 14Q: 3 clusters Score -258253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -258264.609375 Penalty: 4022.473633
	Iteration 15Q: 3 clusters Score -258264.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -258280.796875 Penalty: 4022.473633
	Iteration 16Q: 3 clusters Score -258280.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -258295.390625 Penalty: 4022.473633
	Iteration 17Q: 3 clusters Score -258295.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -258307.687500 Penalty: 4022.473633
	Iteration 18Q: 3 clusters Score -258307.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -258317.296875 Penalty: 4022.473633
	Iteration 19Q: 3 clusters Score -258317.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -258328.906250 Penalty: 4022.473633
	Iteration 20F: 3 clusters Score -258328.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -258347.093750 Penalty: 4022.473633
	Iteration 21Q: 3 clusters Score -258347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -258365.609375 Penalty: 4022.473633
	Iteration 22Q: 3 clusters Score -258365.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -258386.843750 Penalty: 4022.473633
	Iteration 23Q: 3 clusters Score -258386.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -258406.015625 Penalty: 4022.473633
	Iteration 24Q: 3 clusters Score -258406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -258423.750000 Penalty: 4022.473633
	Iteration 25Q: 3 clusters Score -258423.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -258439.546875 Penalty: 4022.473633
	Iteration 26Q: 3 clusters Score -258439.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -258458.109375 Penalty: 4022.473633
	Iteration 27Q: 3 clusters Score -258458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -258473.312500 Penalty: 4022.473633
	Iteration 28Q: 3 clusters Score -258473.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -258490.531250 Penalty: 4022.473633
	Iteration 29Q: 3 clusters Score -258490.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -258501.343750 Penalty: 4022.473633
	Iteration 30Q: 3 clusters Score -258501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -258512.468750 Penalty: 4022.473633
	Iteration 31Q: 3 clusters Score -258512.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -258523.250000 Penalty: 4022.473633
	Iteration 32Q: 3 clusters Score -258523.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -258541.109375 Penalty: 4022.473633
	Iteration 33Q: 3 clusters Score -258541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -258561.609375 Penalty: 4022.473633
	Iteration 34Q: 3 clusters Score -258561.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -258584.671875 Penalty: 4022.473633
	Iteration 35Q: 3 clusters Score -258584.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -258603.218750 Penalty: 4022.473633
	Iteration 36Q: 3 clusters Score -258603.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -258617.234375 Penalty: 4022.473633
	Iteration 37Q: 3 clusters Score -258617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -258628.218750 Penalty: 4022.473633
	Iteration 38Q: 3 clusters Score -258628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -258634.812500 Penalty: 4022.473633
	Iteration 39Q: 3 clusters Score -258634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -258637.375000 Penalty: 4022.473633
	Iteration 40F: 3 clusters Score -258637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -258639.937500 Penalty: 4022.473633
	Iteration 41Q: 3 clusters Score -258639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -258642.140625 Penalty: 4022.473633
	Iteration 42Q: 3 clusters Score -258642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -258645.375000 Penalty: 4022.473633
	Iteration 43Q: 3 clusters Score -258645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -258649.562500 Penalty: 4022.473633
	Iteration 44Q: 3 clusters Score -258649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -258655.484375 Penalty: 4022.473633
	Iteration 45Q: 3 clusters Score -258655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -258662.359375 Penalty: 4022.473633
	Iteration 46Q: 3 clusters Score -258662.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -258668.390625 Penalty: 4022.473633
	Iteration 47Q: 3 clusters Score -258668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -258670.734375 Penalty: 4022.473633
	Iteration 48Q: 3 clusters Score -258670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -258674.562500 Penalty: 4022.473633
	Iteration 49Q: 3 clusters Score -258674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -258680.875000 Penalty: 4022.473633
	Iteration 50Q: 3 clusters Score -258680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -258691.453125 Penalty: 4022.473633
	Iteration 51Q: 3 clusters Score -258691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -258701.515625 Penalty: 4022.473633
	Iteration 52Q: 3 clusters Score -258701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -258710.812500 Penalty: 4022.473633
	Iteration 53Q: 3 clusters Score -258710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -258713.640625 Penalty: 4022.473633
	Iteration 54Q: 3 clusters Score -258713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -258715.718750 Penalty: 4022.473633
	Iteration 55Q: 3 clusters Score -258715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -258715.718750 Penalty: 4022.473633
	Iteration 56F: 3 clusters Score -258715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Entering Unmasked Estep 
Score: -2573346.500000 Penalty: 2564.840088
	Iteration 0F: 2 clusters Score -2573346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2552166.250000 Penalty: 5129.680176
	Iteration 0F: 3 clusters Score -2552166 nChanged 14070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2559926.000000 Penalty: 5129.680176
	Iteration 1F: 3 clusters Score -2559926 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2560602.250000 Penalty: 5129.680176
	Iteration 2F: 3 clusters Score -2560602 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2561506.000000 Penalty: 5129.680176
	Iteration 3F: 3 clusters Score -2561506 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2562749.500000 Penalty: 5129.680176
	Iteration 4F: 3 clusters Score -2562750 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2564356.000000 Penalty: 5129.680176
	Iteration 5F: 3 clusters Score -2564356 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2566263.250000 Penalty: 5129.680176
	Iteration 6F: 3 clusters Score -2566263 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2568097.500000 Penalty: 5129.680176
	Iteration 7F: 3 clusters Score -2568098 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2569450.000000 Penalty: 5129.680176
	Iteration 8Q: 3 clusters Score -2569450 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -2570270.750000 Penalty: 5129.680176
	Iteration 9Q: 3 clusters Score -2570271 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -2570675.250000 Penalty: 5129.680176
	Iteration 10Q: 3 clusters Score -2570675 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -2570891.750000 Penalty: 5129.680176
	Iteration 11Q: 3 clusters Score -2570892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -2570979.250000 Penalty: 5129.680176
	Iteration 12Q: 3 clusters Score -2570979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -2571025.750000 Penalty: 5129.680176
	Iteration 13Q: 3 clusters Score -2571026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -2571051.750000 Penalty: 5129.680176
	Iteration 14Q: 3 clusters Score -2571052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -2571065.000000 Penalty: 5129.680176
	Iteration 15Q: 3 clusters Score -2571065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -2571088.250000 Penalty: 5129.680176
	Iteration 16Q: 3 clusters Score -2571088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -2571091.500000 Penalty: 5129.680176
	Iteration 17Q: 3 clusters Score -2571092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -2571103.750000 Penalty: 5129.680176
	Iteration 18Q: 3 clusters Score -2571104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -2571107.000000 Penalty: 5129.680176
	Iteration 19Q: 3 clusters Score -2571107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -2571115.750000 Penalty: 5129.680176
	Iteration 20F: 3 clusters Score -2571116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2571120.000000 Penalty: 5129.680176
	Iteration 21Q: 3 clusters Score -2571120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -2571123.000000 Penalty: 5129.680176
	Iteration 22Q: 3 clusters Score -2571123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -2571127.000000 Penalty: 5129.680176
	Iteration 23Q: 3 clusters Score -2571127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -2571128.750000 Penalty: 5129.680176
	Iteration 24Q: 3 clusters Score -2571129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2571127.500000 Penalty: 5129.680176
	Iteration 25Q: 3 clusters Score -2571128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -2571129.250000 Penalty: 5129.680176
	Iteration 26Q: 3 clusters Score -2571129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2571133.250000 Penalty: 5129.680176
	Iteration 27Q: 3 clusters Score -2571133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -2571137.000000 Penalty: 5129.680176
	Iteration 28Q: 3 clusters Score -2571137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -2571140.000000 Penalty: 5129.680176
	Iteration 29Q: 3 clusters Score -2571140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -2571141.500000 Penalty: 5129.680176
	Iteration 30Q: 3 clusters Score -2571142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -2571141.500000 Penalty: 5129.680176
	Iteration 31F: 3 clusters Score -2571142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -79524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77526.390625 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -77526.39 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -77810.304688 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -77810.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77917.359375 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -77917.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -77965.914062 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -77965.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -77988.281250 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -77988.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78001.921875 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -78001.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78007.632812 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -78007.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -78013.429688 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -78013.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -78020.359375 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -78020.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78027.453125 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -78027.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78032.679688 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -78032.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78035.414062 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -78035.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78037.906250 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -78037.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -78041.531250 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -78041.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -78046.531250 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -78046.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78052.617188 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -78052.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -78053.515625 Penalty: 3457.947754
	Iteration 16Q: 3 clusters Score -78053.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78055.898438 Penalty: 3457.947754
	Iteration 17Q: 3 clusters Score -78055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78058.140625 Penalty: 3457.947754
	Iteration 18Q: 3 clusters Score -78058.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -78059.437500 Penalty: 3457.947754
	Iteration 19Q: 3 clusters Score -78059.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -78059.437500 Penalty: 3457.947754
	Iteration 20F: 3 clusters Score -78059.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Entering Unmasked Estep 
Score: -998881.250000 Penalty: 2343.694336
	Iteration 0F: 2 clusters Score -998881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -989374.375000 Penalty: 4687.388672
	Iteration 0F: 3 clusters Score -989374.4 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -992273.812500 Penalty: 4687.388672
	Iteration 1F: 3 clusters Score -992273.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -992574.937500 Penalty: 4687.388672
	Iteration 2F: 3 clusters Score -992574.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -992818.437500 Penalty: 4687.388672
	Iteration 3Q: 3 clusters Score -992818.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -993007.875000 Penalty: 4687.388672
	Iteration 4Q: 3 clusters Score -993007.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -993195.375000 Penalty: 4687.388672
	Iteration 5Q: 3 clusters Score -993195.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -993369.812500 Penalty: 4687.388672
	Iteration 6Q: 3 clusters Score -993369.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -993552.375000 Penalty: 4687.388672
	Iteration 7Q: 3 clusters Score -993552.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -993737.875000 Penalty: 4687.388672
	Iteration 8Q: 3 clusters Score -993737.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -993963.750000 Penalty: 4687.388672
	Iteration 9Q: 3 clusters Score -993963.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -994251.000000 Penalty: 4687.388672
	Iteration 10Q: 3 clusters Score -994251 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -994605.250000 Penalty: 4687.388672
	Iteration 11Q: 3 clusters Score -994605.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -995026.062500 Penalty: 4687.388672
	Iteration 12Q: 3 clusters Score -995026.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -995481.312500 Penalty: 4687.388672
	Iteration 13Q: 3 clusters Score -995481.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -995916.562500 Penalty: 4687.388672
	Iteration 14Q: 3 clusters Score -995916.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -996252.437500 Penalty: 4687.388672
	Iteration 15Q: 3 clusters Score -996252.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -996516.500000 Penalty: 4687.388672
	Iteration 16Q: 3 clusters Score -996516.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -996669.125000 Penalty: 4687.388672
	Iteration 17Q: 3 clusters Score -996669.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -996756.937500 Penalty: 4687.388672
	Iteration 18Q: 3 clusters Score -996756.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -996806.250000 Penalty: 4687.388672
	Iteration 19Q: 3 clusters Score -996806.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -996842.812500 Penalty: 4687.388672
	Iteration 20F: 3 clusters Score -996842.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -996866.437500 Penalty: 4687.388672
	Iteration 21Q: 3 clusters Score -996866.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -996878.187500 Penalty: 4687.388672
	Iteration 22Q: 3 clusters Score -996878.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -996889.562500 Penalty: 4687.388672
	Iteration 23Q: 3 clusters Score -996889.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -996901.062500 Penalty: 4687.388672
	Iteration 24Q: 3 clusters Score -996901.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -996921.625000 Penalty: 4687.388672
	Iteration 25Q: 3 clusters Score -996921.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -996938.875000 Penalty: 4687.388672
	Iteration 26Q: 3 clusters Score -996938.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -996958.812500 Penalty: 4687.388672
	Iteration 27Q: 3 clusters Score -996958.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -996975.875000 Penalty: 4687.388672
	Iteration 28Q: 3 clusters Score -996975.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -997004.000000 Penalty: 4687.388672
	Iteration 29Q: 3 clusters Score -997004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -997032.375000 Penalty: 4687.388672
	Iteration 30Q: 3 clusters Score -997032.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -997069.000000 Penalty: 4687.388672
	Iteration 31Q: 3 clusters Score -997069 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -997098.437500 Penalty: 4687.388672
	Iteration 32Q: 3 clusters Score -997098.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -997133.625000 Penalty: 4687.388672
	Iteration 33Q: 3 clusters Score -997133.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -997173.687500 Penalty: 4687.388672
	Iteration 34Q: 3 clusters Score -997173.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -997218.000000 Penalty: 4687.388672
	Iteration 35Q: 3 clusters Score -997218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -997284.187500 Penalty: 4687.388672
	Iteration 36Q: 3 clusters Score -997284.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -997404.500000 Penalty: 4687.388672
	Iteration 37Q: 3 clusters Score -997404.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -997570.062500 Penalty: 4687.388672
	Iteration 38Q: 3 clusters Score -997570.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -997920.562500 Penalty: 4687.388672
	Iteration 39Q: 3 clusters Score -997920.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -998481.937500 Penalty: 4687.388672
	Iteration 40F: 3 clusters Score -998481.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -998765.000000 Penalty: 4687.388672
	Iteration 41Q: 3 clusters Score -998765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -998829.312500 Penalty: 4687.388672
	Iteration 42Q: 3 clusters Score -998829.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -998851.687500 Penalty: 4687.388672
	Iteration 43Q: 3 clusters Score -998851.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -998865.062500 Penalty: 4687.388672
	Iteration 44Q: 3 clusters Score -998865.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -998873.875000 Penalty: 4687.388672
	Iteration 45Q: 3 clusters Score -998873.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -998881.437500 Penalty: 4687.388672
	Iteration 46Q: 3 clusters Score -998881.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -998887.687500 Penalty: 4687.388672
	Iteration 47Q: 3 clusters Score -998887.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -998893.437500 Penalty: 4687.388672
	Iteration 48Q: 3 clusters Score -998893.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -998897.750000 Penalty: 4687.388672
	Iteration 49Q: 3 clusters Score -998897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -998899.625000 Penalty: 4687.388672
	Iteration 50Q: 3 clusters Score -998899.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -998905.375000 Penalty: 4687.388672
	Iteration 51Q: 3 clusters Score -998905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -998905.500000 Penalty: 4687.388672
	Iteration 52Q: 3 clusters Score -998905.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -998907.812500 Penalty: 4687.388672
	Iteration 53Q: 3 clusters Score -998907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -998909.875000 Penalty: 4687.388672
	Iteration 54Q: 3 clusters Score -998909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -998910.062500 Penalty: 4687.388672
	Iteration 55Q: 3 clusters Score -998910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -998909.125000 Penalty: 4687.388672
	Iteration 56Q: 3 clusters Score -998909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -998911.937500 Penalty: 4687.388672
	Iteration 57Q: 3 clusters Score -998911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -998910.437500 Penalty: 4687.388672
	Iteration 58Q: 3 clusters Score -998910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -998910.437500 Penalty: 4687.388672
	Iteration 59F: 3 clusters Score -998910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 22948 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 218085 members 
Mstep: Class 6 contains 29857 members 
Mstep: Class 7 contains 41071 members 
Mstep: Class 8 contains 14787 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 54001 members 
Mstep: Class 11 contains 858445 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23083 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 26247 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100987 members 
Mstep: Class 18 contains 161375 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30852 members 
Mstep: Class 23 contains 11956 members 
Mstep: Class 24 contains 7750 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31011 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 10008 members 
Mstep: Class 30 contains 8599 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 37518 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 2705 members 
Entering Unmasked Estep 
Score: -142781840.000000 Penalty: 121549.570312
Splitting cluster 29 changes total score from -142782480.000000 to -142781840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (8599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Entering Unmasked Estep 
Score: -670661.625000 Penalty: 2246.731689
	Iteration 0F: 2 clusters Score -670661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -663912.187500 Penalty: 4493.463379
	Iteration 0F: 3 clusters Score -663912.2 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -665881.500000 Penalty: 4493.463379
	Iteration 1F: 3 clusters Score -665881.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -666186.062500 Penalty: 4493.463379
	Iteration 2F: 3 clusters Score -666186.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -666429.750000 Penalty: 4493.463379
	Iteration 3F: 3 clusters Score -666429.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -666606.125000 Penalty: 4493.463379
	Iteration 4Q: 3 clusters Score -666606.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -666733.437500 Penalty: 4493.463379
	Iteration 5Q: 3 clusters Score -666733.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -666852.812500 Penalty: 4493.463379
	Iteration 6Q: 3 clusters Score -666852.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -666986.250000 Penalty: 4493.463379
	Iteration 7Q: 3 clusters Score -666986.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -667125.937500 Penalty: 4493.463379
	Iteration 8Q: 3 clusters Score -667125.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -667275.437500 Penalty: 4493.463379
	Iteration 9Q: 3 clusters Score -667275.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -667442.625000 Penalty: 4493.463379
	Iteration 10Q: 3 clusters Score -667442.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -667648.875000 Penalty: 4493.463379
	Iteration 11Q: 3 clusters Score -667648.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -667872.875000 Penalty: 4493.463379
	Iteration 12Q: 3 clusters Score -667872.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -668128.625000 Penalty: 4493.463379
	Iteration 13Q: 3 clusters Score -668128.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -668352.250000 Penalty: 4493.463379
	Iteration 14Q: 3 clusters Score -668352.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -668522.312500 Penalty: 4493.463379
	Iteration 15Q: 3 clusters Score -668522.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -668642.250000 Penalty: 4493.463379
	Iteration 16Q: 3 clusters Score -668642.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -668712.562500 Penalty: 4493.463379
	Iteration 17Q: 3 clusters Score -668712.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -668776.312500 Penalty: 4493.463379
	Iteration 18Q: 3 clusters Score -668776.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -668811.187500 Penalty: 4493.463379
	Iteration 19Q: 3 clusters Score -668811.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -668840.000000 Penalty: 4493.463379
	Iteration 20F: 3 clusters Score -668840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -668861.812500 Penalty: 4493.463379
	Iteration 21Q: 3 clusters Score -668861.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -668879.937500 Penalty: 4493.463379
	Iteration 22Q: 3 clusters Score -668879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -668887.562500 Penalty: 4493.463379
	Iteration 23Q: 3 clusters Score -668887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -668895.687500 Penalty: 4493.463379
	Iteration 24Q: 3 clusters Score -668895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -668904.312500 Penalty: 4493.463379
	Iteration 25Q: 3 clusters Score -668904.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -668913.687500 Penalty: 4493.463379
	Iteration 26Q: 3 clusters Score -668913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -668925.312500 Penalty: 4493.463379
	Iteration 27Q: 3 clusters Score -668925.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -668935.312500 Penalty: 4493.463379
	Iteration 28Q: 3 clusters Score -668935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -668945.937500 Penalty: 4493.463379
	Iteration 29Q: 3 clusters Score -668945.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -668949.437500 Penalty: 4493.463379
	Iteration 30Q: 3 clusters Score -668949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -668950.437500 Penalty: 4493.463379
	Iteration 31Q: 3 clusters Score -668950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -668952.625000 Penalty: 4493.463379
	Iteration 32Q: 3 clusters Score -668952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -668952.625000 Penalty: 4493.463379
	Iteration 33Q: 3 clusters Score -668952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -668952.625000 Penalty: 4493.463379
	Iteration 34F: 3 clusters Score -668952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -327958.156250 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -327958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -323353.812500 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -323353.8 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -324753.750000 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -324753.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -325319.125000 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -325319.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -325767.656250 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -325767.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -326132.406250 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -326132.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -326348.593750 Penalty: 4238.225098
	Iteration 5F: 3 clusters Score -326348.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -326507.125000 Penalty: 4238.225098
	Iteration 6Q: 3 clusters Score -326507.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -326615.843750 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -326615.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -326706.062500 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -326706.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -326777.500000 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -326777.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -326843.437500 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -326843.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -326917.000000 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -326917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -326964.625000 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -326964.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -326985.812500 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -326985.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -326997.437500 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -326997.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -327011.875000 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -327011.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -327023.312500 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -327023.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -327035.968750 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -327036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -327051.781250 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -327051.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -327064.718750 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -327064.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -327077.093750 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -327077.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -327084.125000 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -327084.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -327097.093750 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -327097.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -327107.156250 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -327107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -327118.406250 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -327118.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -327126.781250 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -327126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -327132.718750 Penalty: 4238.225098
	Iteration 26Q: 3 clusters Score -327132.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -327138.781250 Penalty: 4238.225098
	Iteration 27Q: 3 clusters Score -327138.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -327144.937500 Penalty: 4238.225098
	Iteration 28Q: 3 clusters Score -327144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -327148.218750 Penalty: 4238.225098
	Iteration 29Q: 3 clusters Score -327148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -327151.062500 Penalty: 4238.225098
	Iteration 30Q: 3 clusters Score -327151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -327155.781250 Penalty: 4238.225098
	Iteration 31Q: 3 clusters Score -327155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -327159.593750 Penalty: 4238.225098
	Iteration 32Q: 3 clusters Score -327159.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -327162.625000 Penalty: 4238.225098
	Iteration 33Q: 3 clusters Score -327162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -327164.437500 Penalty: 4238.225098
	Iteration 34Q: 3 clusters Score -327164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -327166.468750 Penalty: 4238.225098
	Iteration 35Q: 3 clusters Score -327166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -327170.406250 Penalty: 4238.225098
	Iteration 36Q: 3 clusters Score -327170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -327171.281250 Penalty: 4238.225098
	Iteration 37Q: 3 clusters Score -327171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -327173.718750 Penalty: 4238.225098
	Iteration 38Q: 3 clusters Score -327173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -327174.093750 Penalty: 4238.225098
	Iteration 39Q: 3 clusters Score -327174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327174.843750 Penalty: 4238.225098
	Iteration 40F: 3 clusters Score -327174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -327175.031250 Penalty: 4238.225098
	Iteration 41Q: 3 clusters Score -327175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327175.906250 Penalty: 4238.225098
	Iteration 42Q: 3 clusters Score -327175.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -327175.906250 Penalty: 4238.225098
	Iteration 43F: 3 clusters Score -327175.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (37518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Entering Unmasked Estep 
Score: -3105999.000000 Penalty: 2612.079102
	Iteration 0F: 2 clusters Score -3105999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3080462.000000 Penalty: 5224.158203
	Iteration 0F: 3 clusters Score -3080462 nChanged 17154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3089772.750000 Penalty: 5224.158203
	Iteration 1F: 3 clusters Score -3089773 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3090299.000000 Penalty: 5224.158203
	Iteration 2Q: 3 clusters Score -3090299 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -3090776.250000 Penalty: 5224.158203
	Iteration 3Q: 3 clusters Score -3090776 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3091228.750000 Penalty: 5224.158203
	Iteration 4Q: 3 clusters Score -3091229 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3091815.500000 Penalty: 5224.158203
	Iteration 5Q: 3 clusters Score -3091816 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3092516.500000 Penalty: 5224.158203
	Iteration 6Q: 3 clusters Score -3092516 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3093438.750000 Penalty: 5224.158203
	Iteration 7Q: 3 clusters Score -3093439 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3094700.250000 Penalty: 5224.158203
	Iteration 8F: 3 clusters Score -3094700 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3096179.250000 Penalty: 5224.158203
	Iteration 9F: 3 clusters Score -3096179 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3097900.500000 Penalty: 5224.158203
	Iteration 10F: 3 clusters Score -3097900 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3099603.750000 Penalty: 5224.158203
	Iteration 11F: 3 clusters Score -3099604 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3101037.000000 Penalty: 5224.158203
	Iteration 12Q: 3 clusters Score -3101037 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3102061.000000 Penalty: 5224.158203
	Iteration 13Q: 3 clusters Score -3102061 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3102711.500000 Penalty: 5224.158203
	Iteration 14Q: 3 clusters Score -3102712 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3103097.000000 Penalty: 5224.158203
	Iteration 15Q: 3 clusters Score -3103097 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3103340.750000 Penalty: 5224.158203
	Iteration 16Q: 3 clusters Score -3103341 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3103486.750000 Penalty: 5224.158203
	Iteration 17Q: 3 clusters Score -3103487 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3103569.000000 Penalty: 5224.158203
	Iteration 18Q: 3 clusters Score -3103569 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3103613.500000 Penalty: 5224.158203
	Iteration 19Q: 3 clusters Score -3103614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3103651.500000 Penalty: 5224.158203
	Iteration 20F: 3 clusters Score -3103652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3103689.250000 Penalty: 5224.158203
	Iteration 21Q: 3 clusters Score -3103689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3103709.750000 Penalty: 5224.158203
	Iteration 22Q: 3 clusters Score -3103710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3103730.250000 Penalty: 5224.158203
	Iteration 23Q: 3 clusters Score -3103730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3103741.000000 Penalty: 5224.158203
	Iteration 24Q: 3 clusters Score -3103741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3103748.750000 Penalty: 5224.158203
	Iteration 25Q: 3 clusters Score -3103749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3103763.250000 Penalty: 5224.158203
	Iteration 26Q: 3 clusters Score -3103763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3103766.250000 Penalty: 5224.158203
	Iteration 27Q: 3 clusters Score -3103766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3103768.500000 Penalty: 5224.158203
	Iteration 28Q: 3 clusters Score -3103768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3103770.000000 Penalty: 5224.158203
	Iteration 29Q: 3 clusters Score -3103770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3103779.500000 Penalty: 5224.158203
	Iteration 30Q: 3 clusters Score -3103780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3103783.000000 Penalty: 5224.158203
	Iteration 31Q: 3 clusters Score -3103783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3103784.750000 Penalty: 5224.158203
	Iteration 32Q: 3 clusters Score -3103785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3103791.500000 Penalty: 5224.158203
	Iteration 33Q: 3 clusters Score -3103792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3103789.500000 Penalty: 5224.158203
	Iteration 34Q: 3 clusters Score -3103790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3103788.500000 Penalty: 5224.158203
	Iteration 35Q: 3 clusters Score -3103788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3103792.500000 Penalty: 5224.158203
	Iteration 36Q: 3 clusters Score -3103792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3103791.250000 Penalty: 5224.158203
	Iteration 37Q: 3 clusters Score -3103791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3103793.750000 Penalty: 5224.158203
	Iteration 38Q: 3 clusters Score -3103794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3103793.250000 Penalty: 5224.158203
	Iteration 39Q: 3 clusters Score -3103793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3103795.250000 Penalty: 5224.158203
	Iteration 40F: 3 clusters Score -3103795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -36258.593750 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -36258.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -34672.843750 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -34672.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -34893.316406 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -34893.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -34962.683594 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -34962.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -34988.500000 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -34988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35005.304688 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -35005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35018.480469 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -35018.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35021.039062 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -35021.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -35024.906250 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -35024.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35026.222656 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -35026.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35026.222656 Penalty: 3156.062012
	Iteration 9F: 3 clusters Score -35026.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 15621 members 
Mstep: Class 3 contains 22948 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 218085 members 
Mstep: Class 6 contains 29857 members 
Mstep: Class 7 contains 41071 members 
Mstep: Class 8 contains 14787 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 54001 members 
Mstep: Class 11 contains 858445 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23083 members 
Mstep: Class 14 contains 40548 members 
Mstep: Class 15 contains 26247 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 100987 members 
Mstep: Class 18 contains 161375 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30852 members 
Mstep: Class 23 contains 11956 members 
Mstep: Class 24 contains 7750 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 31011 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12713 members 
Mstep: Class 30 contains 8599 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 37518 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782912.000000 Penalty: 117974.585938
Iteration 159Q: 34 clusters Score -1.427829e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 15611 members 
Mstep: Class 3 contains 22827 members 
Mstep: Class 4 contains 5181 members 
Mstep: Class 5 contains 219222 members 
Mstep: Class 6 contains 29824 members 
Mstep: Class 7 contains 41052 members 
Mstep: Class 8 contains 14770 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 53900 members 
Mstep: Class 11 contains 858117 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 23006 members 
Mstep: Class 14 contains 40470 members 
Mstep: Class 15 contains 26289 members 
Mstep: Class 16 contains 7526 members 
Mstep: Class 17 contains 100979 members 
Mstep: Class 18 contains 161360 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30833 members 
Mstep: Class 23 contains 12005 members 
Mstep: Class 24 contains 7527 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 30969 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12694 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5142 members 
Mstep: Class 32 contains 37464 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783360.000000 Penalty: 117974.585938
Iteration 160F: 34 clusters Score -1.427834e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 15610 members 
Mstep: Class 3 contains 22709 members 
Mstep: Class 4 contains 5157 members 
Mstep: Class 5 contains 220302 members 
Mstep: Class 6 contains 29781 members 
Mstep: Class 7 contains 41049 members 
Mstep: Class 8 contains 14750 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 53819 members 
Mstep: Class 11 contains 857801 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 22934 members 
Mstep: Class 14 contains 40372 members 
Mstep: Class 15 contains 26336 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 100968 members 
Mstep: Class 18 contains 161334 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 30829 members 
Mstep: Class 23 contains 12047 members 
Mstep: Class 24 contains 7309 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3327 members 
Mstep: Class 27 contains 30933 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12673 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5149 members 
Mstep: Class 32 contains 37416 members 
Mstep: Class 33 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783568.000000 Penalty: 117974.585938
Iteration 161Q: 34 clusters Score -1.427836e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 3 contains 22602 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 221385 members 
Mstep: Class 6 contains 29729 members 
Mstep: Class 7 contains 41033 members 
Mstep: Class 8 contains 14724 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 53749 members 
Mstep: Class 11 contains 857470 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 22863 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 15 contains 26389 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 100948 members 
Mstep: Class 18 contains 161309 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30826 members 
Mstep: Class 23 contains 12079 members 
Mstep: Class 24 contains 7116 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30877 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12655 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 37373 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783840.000000 Penalty: 117974.585938
Iteration 162Q: 34 clusters Score -1.427838e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 15587 members 
Mstep: Class 3 contains 22488 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 222357 members 
Mstep: Class 6 contains 29697 members 
Mstep: Class 7 contains 41017 members 
Mstep: Class 8 contains 14705 members 
Mstep: Class 9 contains 4281 members 
Mstep: Class 10 contains 53688 members 
Mstep: Class 11 contains 857184 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 22793 members 
Mstep: Class 14 contains 40200 members 
Mstep: Class 15 contains 26448 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 100948 members 
Mstep: Class 18 contains 161283 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4154 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 30805 members 
Mstep: Class 23 contains 12107 members 
Mstep: Class 24 contains 6932 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30825 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12633 members 
Mstep: Class 30 contains 8598 members 
Mstep: Class 31 contains 5166 members 
Mstep: Class 32 contains 37343 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783872.000000 Penalty: 117974.585938
Iteration 163Q: 34 clusters Score -1.427839e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 15573 members 
Mstep: Class 3 contains 22393 members 
Mstep: Class 4 contains 5087 members 
Mstep: Class 5 contains 223272 members 
Mstep: Class 6 contains 29676 members 
Mstep: Class 7 contains 41003 members 
Mstep: Class 8 contains 14696 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 53620 members 
Mstep: Class 11 contains 856880 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 22709 members 
Mstep: Class 14 contains 40122 members 
Mstep: Class 15 contains 26514 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 100948 members 
Mstep: Class 18 contains 161274 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4153 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30806 members 
Mstep: Class 23 contains 12128 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30789 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12601 members 
Mstep: Class 30 contains 8598 members 
Mstep: Class 31 contains 5167 members 
Mstep: Class 32 contains 37305 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784048.000000 Penalty: 117974.585938
Iteration 164Q: 34 clusters Score -1.42784e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 15566 members 
Mstep: Class 3 contains 22310 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 224135 members 
Mstep: Class 6 contains 29656 members 
Mstep: Class 7 contains 40981 members 
Mstep: Class 8 contains 14686 members 
Mstep: Class 9 contains 4239 members 
Mstep: Class 10 contains 53571 members 
Mstep: Class 11 contains 856607 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 22618 members 
Mstep: Class 14 contains 40047 members 
Mstep: Class 15 contains 26567 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 100948 members 
Mstep: Class 18 contains 161259 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4155 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30809 members 
Mstep: Class 23 contains 12150 members 
Mstep: Class 24 contains 6611 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30746 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12578 members 
Mstep: Class 30 contains 8597 members 
Mstep: Class 31 contains 5168 members 
Mstep: Class 32 contains 37283 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784128.000000 Penalty: 117974.585938
Iteration 165Q: 34 clusters Score -1.427841e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 15559 members 
Mstep: Class 3 contains 22237 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 224993 members 
Mstep: Class 6 contains 29640 members 
Mstep: Class 7 contains 40976 members 
Mstep: Class 8 contains 14680 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 53523 members 
Mstep: Class 11 contains 856332 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 22554 members 
Mstep: Class 14 contains 39947 members 
Mstep: Class 15 contains 26610 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 17 contains 100926 members 
Mstep: Class 18 contains 161234 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 30795 members 
Mstep: Class 23 contains 12174 members 
Mstep: Class 24 contains 6482 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30699 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 8598 members 
Mstep: Class 31 contains 5171 members 
Mstep: Class 32 contains 37258 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783968.000000 Penalty: 117974.585938
Iteration 166Q: 34 clusters Score -1.42784e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 15555 members 
Mstep: Class 3 contains 22158 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 225850 members 
Mstep: Class 6 contains 29621 members 
Mstep: Class 7 contains 40961 members 
Mstep: Class 8 contains 14672 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 53463 members 
Mstep: Class 11 contains 856040 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 22502 members 
Mstep: Class 14 contains 39853 members 
Mstep: Class 15 contains 26643 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 17 contains 100924 members 
Mstep: Class 18 contains 161200 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 30794 members 
Mstep: Class 23 contains 12190 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30657 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12545 members 
Mstep: Class 30 contains 8599 members 
Mstep: Class 31 contains 5175 members 
Mstep: Class 32 contains 37234 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783984.000000 Penalty: 117974.585938
Iteration 167Q: 34 clusters Score -1.42784e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 15551 members 
Mstep: Class 3 contains 22069 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 226708 members 
Mstep: Class 6 contains 29598 members 
Mstep: Class 7 contains 40952 members 
Mstep: Class 8 contains 14665 members 
Mstep: Class 9 contains 4157 members 
Mstep: Class 10 contains 53393 members 
Mstep: Class 11 contains 855767 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 22444 members 
Mstep: Class 14 contains 39754 members 
Mstep: Class 15 contains 26662 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 100923 members 
Mstep: Class 18 contains 161173 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 30801 members 
Mstep: Class 23 contains 12205 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30613 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12535 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5178 members 
Mstep: Class 32 contains 37206 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784032.000000 Penalty: 117974.585938
Iteration 168Q: 34 clusters Score -1.42784e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 15550 members 
Mstep: Class 3 contains 21980 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 227489 members 
Mstep: Class 6 contains 29580 members 
Mstep: Class 7 contains 40942 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 4134 members 
Mstep: Class 10 contains 53344 members 
Mstep: Class 11 contains 855497 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 22404 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 26697 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 100911 members 
Mstep: Class 18 contains 161146 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 30803 members 
Mstep: Class 23 contains 12225 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30578 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12518 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5179 members 
Mstep: Class 32 contains 37193 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783744.000000 Penalty: 117974.585938
Iteration 169Q: 34 clusters Score -1.427837e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 15551 members 
Mstep: Class 3 contains 21904 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 228228 members 
Mstep: Class 6 contains 29584 members 
Mstep: Class 7 contains 40939 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 53309 members 
Mstep: Class 11 contains 855246 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 22343 members 
Mstep: Class 14 contains 39550 members 
Mstep: Class 15 contains 26725 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 100900 members 
Mstep: Class 18 contains 161125 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 30800 members 
Mstep: Class 23 contains 12248 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3328 members 
Mstep: Class 27 contains 30541 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12508 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5181 members 
Mstep: Class 32 contains 37170 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783952.000000 Penalty: 117974.585938
Iteration 170Q: 34 clusters Score -1.42784e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 15551 members 
Mstep: Class 3 contains 21837 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 228934 members 
Mstep: Class 6 contains 29587 members 
Mstep: Class 7 contains 40937 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 4087 members 
Mstep: Class 10 contains 53281 members 
Mstep: Class 11 contains 855002 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 22305 members 
Mstep: Class 14 contains 39465 members 
Mstep: Class 15 contains 26752 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100880 members 
Mstep: Class 18 contains 161107 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 30789 members 
Mstep: Class 23 contains 12270 members 
Mstep: Class 24 contains 5986 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30492 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12496 members 
Mstep: Class 30 contains 8600 members 
Mstep: Class 31 contains 5183 members 
Mstep: Class 32 contains 37135 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784400.000000 Penalty: 117974.585938
Iteration 171Q: 34 clusters Score -1.427844e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 15545 members 
Mstep: Class 3 contains 21770 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 229637 members 
Mstep: Class 6 contains 29590 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 53247 members 
Mstep: Class 11 contains 854779 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 39382 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100859 members 
Mstep: Class 18 contains 161086 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 30783 members 
Mstep: Class 23 contains 12281 members 
Mstep: Class 24 contains 5904 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30439 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12483 members 
Mstep: Class 30 contains 8601 members 
Mstep: Class 31 contains 5184 members 
Mstep: Class 32 contains 37117 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784752.000000 Penalty: 117974.585938
Iteration 172Q: 34 clusters Score -1.427848e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 15545 members 
Mstep: Class 3 contains 21693 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 230318 members 
Mstep: Class 6 contains 29584 members 
Mstep: Class 7 contains 40917 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 53216 members 
Mstep: Class 11 contains 854571 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 22188 members 
Mstep: Class 14 contains 39316 members 
Mstep: Class 15 contains 26785 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100851 members 
Mstep: Class 18 contains 161075 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 30786 members 
Mstep: Class 23 contains 12291 members 
Mstep: Class 24 contains 5809 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30391 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12478 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5183 members 
Mstep: Class 32 contains 37099 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784976.000000 Penalty: 117974.585938
Iteration 173Q: 34 clusters Score -1.42785e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 15540 members 
Mstep: Class 3 contains 21602 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 230984 members 
Mstep: Class 6 contains 29570 members 
Mstep: Class 7 contains 40907 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 4006 members 
Mstep: Class 10 contains 53177 members 
Mstep: Class 11 contains 854369 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 22148 members 
Mstep: Class 14 contains 39246 members 
Mstep: Class 15 contains 26804 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100836 members 
Mstep: Class 18 contains 161070 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 30789 members 
Mstep: Class 23 contains 12302 members 
Mstep: Class 24 contains 5721 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30348 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12475 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5185 members 
Mstep: Class 32 contains 37083 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784928.000000 Penalty: 117974.585938
Iteration 174Q: 34 clusters Score -1.427849e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 15537 members 
Mstep: Class 3 contains 21531 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 231592 members 
Mstep: Class 6 contains 29586 members 
Mstep: Class 7 contains 40897 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 10 contains 53156 members 
Mstep: Class 11 contains 854190 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 22102 members 
Mstep: Class 14 contains 39168 members 
Mstep: Class 15 contains 26812 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100832 members 
Mstep: Class 18 contains 161069 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4159 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 30788 members 
Mstep: Class 23 contains 12311 members 
Mstep: Class 24 contains 5615 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30313 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12466 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5186 members 
Mstep: Class 32 contains 37062 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784976.000000 Penalty: 117974.585938
Iteration 175Q: 34 clusters Score -1.42785e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 21473 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 232160 members 
Mstep: Class 6 contains 29598 members 
Mstep: Class 7 contains 40892 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 53128 members 
Mstep: Class 11 contains 854008 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 39098 members 
Mstep: Class 15 contains 26827 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100845 members 
Mstep: Class 18 contains 161060 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 30782 members 
Mstep: Class 23 contains 12322 members 
Mstep: Class 24 contains 5524 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30275 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12454 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5190 members 
Mstep: Class 32 contains 37027 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785024.000000 Penalty: 117974.585938
Iteration 176Q: 34 clusters Score -1.42785e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 15535 members 
Mstep: Class 3 contains 21410 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 232754 members 
Mstep: Class 6 contains 29600 members 
Mstep: Class 7 contains 40888 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 3930 members 
Mstep: Class 10 contains 53100 members 
Mstep: Class 11 contains 853816 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 22044 members 
Mstep: Class 14 contains 39022 members 
Mstep: Class 15 contains 26842 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100855 members 
Mstep: Class 18 contains 161047 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 30783 members 
Mstep: Class 23 contains 12324 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30244 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12438 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5196 members 
Mstep: Class 32 contains 36992 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785104.000000 Penalty: 117974.585938
Iteration 177Q: 34 clusters Score -1.427851e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 15532 members 
Mstep: Class 3 contains 21338 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 233321 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 40883 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 53059 members 
Mstep: Class 11 contains 853646 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 38950 members 
Mstep: Class 15 contains 26868 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100866 members 
Mstep: Class 18 contains 161018 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 30775 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 5371 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30207 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12424 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5200 members 
Mstep: Class 32 contains 36962 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785472.000000 Penalty: 117974.585938
Iteration 178Q: 34 clusters Score -1.427855e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 15533 members 
Mstep: Class 3 contains 21266 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 233862 members 
Mstep: Class 6 contains 29618 members 
Mstep: Class 7 contains 40869 members 
Mstep: Class 8 contains 14628 members 
Mstep: Class 9 contains 3872 members 
Mstep: Class 10 contains 53013 members 
Mstep: Class 11 contains 853509 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 21987 members 
Mstep: Class 14 contains 38874 members 
Mstep: Class 15 contains 26887 members 
Mstep: Class 16 contains 7556 members 
Mstep: Class 17 contains 100861 members 
Mstep: Class 18 contains 161005 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30780 members 
Mstep: Class 23 contains 12329 members 
Mstep: Class 24 contains 5315 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30180 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12408 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5202 members 
Mstep: Class 32 contains 36929 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785584.000000 Penalty: 117974.585938
Iteration 179Q: 34 clusters Score -1.427856e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 15531 members 
Mstep: Class 3 contains 21202 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 234374 members 
Mstep: Class 6 contains 29608 members 
Mstep: Class 7 contains 40849 members 
Mstep: Class 8 contains 14625 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 52987 members 
Mstep: Class 11 contains 853396 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 21964 members 
Mstep: Class 14 contains 38789 members 
Mstep: Class 15 contains 26920 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 100861 members 
Mstep: Class 18 contains 160988 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 30787 members 
Mstep: Class 23 contains 12336 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30145 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12388 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5203 members 
Mstep: Class 32 contains 36897 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785520.000000 Penalty: 117974.585938
Iteration 180F: 34 clusters Score -1.427855e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 15529 members 
Mstep: Class 3 contains 21150 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 234815 members 
Mstep: Class 6 contains 29615 members 
Mstep: Class 7 contains 40836 members 
Mstep: Class 8 contains 14625 members 
Mstep: Class 9 contains 3819 members 
Mstep: Class 10 contains 52956 members 
Mstep: Class 11 contains 853286 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 21939 members 
Mstep: Class 14 contains 38716 members 
Mstep: Class 15 contains 26965 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 100858 members 
Mstep: Class 18 contains 160983 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 30797 members 
Mstep: Class 23 contains 12335 members 
Mstep: Class 24 contains 5187 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30114 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12362 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5206 members 
Mstep: Class 32 contains 36858 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785552.000000 Penalty: 117974.585938
Iteration 181Q: 34 clusters Score -1.427856e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 15524 members 
Mstep: Class 3 contains 21100 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 5 contains 235284 members 
Mstep: Class 6 contains 29621 members 
Mstep: Class 7 contains 40817 members 
Mstep: Class 8 contains 14623 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 52932 members 
Mstep: Class 11 contains 853177 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 21895 members 
Mstep: Class 14 contains 38639 members 
Mstep: Class 15 contains 27006 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 100849 members 
Mstep: Class 18 contains 160967 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 22 contains 30800 members 
Mstep: Class 23 contains 12338 members 
Mstep: Class 24 contains 5116 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30089 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12335 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5214 members 
Mstep: Class 32 contains 36836 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785520.000000 Penalty: 117974.585938
Iteration 182Q: 34 clusters Score -1.427855e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 21048 members 
Mstep: Class 4 contains 4652 members 
Mstep: Class 5 contains 235728 members 
Mstep: Class 6 contains 29631 members 
Mstep: Class 7 contains 40786 members 
Mstep: Class 8 contains 14623 members 
Mstep: Class 9 contains 3793 members 
Mstep: Class 10 contains 52911 members 
Mstep: Class 11 contains 853046 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 38570 members 
Mstep: Class 15 contains 27046 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 100845 members 
Mstep: Class 18 contains 160946 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4156 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30814 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 5060 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30058 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12315 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5216 members 
Mstep: Class 32 contains 36816 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785616.000000 Penalty: 117974.585938
Iteration 183Q: 34 clusters Score -1.427856e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 15521 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 236181 members 
Mstep: Class 6 contains 29644 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 14619 members 
Mstep: Class 9 contains 3780 members 
Mstep: Class 10 contains 52883 members 
Mstep: Class 11 contains 852914 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 21823 members 
Mstep: Class 14 contains 38513 members 
Mstep: Class 15 contains 27092 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 100821 members 
Mstep: Class 18 contains 160930 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4161 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30819 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 5022 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 30025 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12292 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5215 members 
Mstep: Class 32 contains 36802 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785792.000000 Penalty: 117974.585938
Iteration 184Q: 34 clusters Score -1.427858e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 4629 members 
Mstep: Class 5 contains 236585 members 
Mstep: Class 6 contains 29657 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 52849 members 
Mstep: Class 11 contains 852843 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 21792 members 
Mstep: Class 14 contains 38473 members 
Mstep: Class 15 contains 27125 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 100800 members 
Mstep: Class 18 contains 160898 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4169 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 30821 members 
Mstep: Class 23 contains 12345 members 
Mstep: Class 24 contains 4979 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29987 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12263 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5217 members 
Mstep: Class 32 contains 36782 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785888.000000 Penalty: 117974.585938
Iteration 185Q: 34 clusters Score -1.427859e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 15506 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 236909 members 
Mstep: Class 6 contains 29669 members 
Mstep: Class 7 contains 40697 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 52826 members 
Mstep: Class 11 contains 852768 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 21770 members 
Mstep: Class 14 contains 38439 members 
Mstep: Class 15 contains 27174 members 
Mstep: Class 16 contains 7564 members 
Mstep: Class 17 contains 100788 members 
Mstep: Class 18 contains 160885 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4175 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 30815 members 
Mstep: Class 23 contains 12344 members 
Mstep: Class 24 contains 4949 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29950 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12243 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5217 members 
Mstep: Class 32 contains 36765 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785680.000000 Penalty: 117974.585938
Iteration 186Q: 34 clusters Score -1.427857e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 15501 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 237220 members 
Mstep: Class 6 contains 29690 members 
Mstep: Class 7 contains 40678 members 
Mstep: Class 8 contains 14620 members 
Mstep: Class 9 contains 3763 members 
Mstep: Class 10 contains 52803 members 
Mstep: Class 11 contains 852673 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 14 contains 38401 members 
Mstep: Class 15 contains 27227 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 100777 members 
Mstep: Class 18 contains 160873 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30804 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 4922 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29910 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12216 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5218 members 
Mstep: Class 32 contains 36750 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785632.000000 Penalty: 117974.585938
Iteration 187Q: 34 clusters Score -1.427856e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 15498 members 
Mstep: Class 3 contains 20816 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 237510 members 
Mstep: Class 6 contains 29727 members 
Mstep: Class 7 contains 40662 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 3751 members 
Mstep: Class 10 contains 52779 members 
Mstep: Class 11 contains 852603 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 38361 members 
Mstep: Class 15 contains 27269 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 100762 members 
Mstep: Class 18 contains 160856 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30799 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 4892 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29881 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12188 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5217 members 
Mstep: Class 32 contains 36738 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785760.000000 Penalty: 117974.585938
Iteration 188Q: 34 clusters Score -1.427858e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 20777 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 237818 members 
Mstep: Class 6 contains 29755 members 
Mstep: Class 7 contains 40638 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 52762 members 
Mstep: Class 11 contains 852500 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 38331 members 
Mstep: Class 15 contains 27316 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 100754 members 
Mstep: Class 18 contains 160844 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30801 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 4867 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29846 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12164 members 
Mstep: Class 30 contains 8602 members 
Mstep: Class 31 contains 5220 members 
Mstep: Class 32 contains 36723 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785888.000000 Penalty: 117974.585938
Iteration 189Q: 34 clusters Score -1.427859e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 15495 members 
Mstep: Class 3 contains 20747 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 238103 members 
Mstep: Class 6 contains 29784 members 
Mstep: Class 7 contains 40611 members 
Mstep: Class 8 contains 14619 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 52748 members 
Mstep: Class 11 contains 852403 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 21698 members 
Mstep: Class 14 contains 38307 members 
Mstep: Class 15 contains 27358 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 100730 members 
Mstep: Class 18 contains 160835 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 2717 members 
Mstep: Class 22 contains 30804 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 4827 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29818 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12147 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5226 members 
Mstep: Class 32 contains 36703 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785808.000000 Penalty: 117974.585938
Iteration 190Q: 34 clusters Score -1.427858e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 15488 members 
Mstep: Class 3 contains 20721 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 238369 members 
Mstep: Class 6 contains 29801 members 
Mstep: Class 7 contains 40590 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 52730 members 
Mstep: Class 11 contains 852312 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 21678 members 
Mstep: Class 14 contains 38292 members 
Mstep: Class 15 contains 27413 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 100714 members 
Mstep: Class 18 contains 160829 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30815 members 
Mstep: Class 23 contains 12340 members 
Mstep: Class 24 contains 4794 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29785 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12124 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5228 members 
Mstep: Class 32 contains 36684 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785856.000000 Penalty: 117974.585938
Iteration 191Q: 34 clusters Score -1.427859e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 15481 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 238630 members 
Mstep: Class 6 contains 29806 members 
Mstep: Class 7 contains 40574 members 
Mstep: Class 8 contains 14621 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 52716 members 
Mstep: Class 11 contains 852224 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 21656 members 
Mstep: Class 14 contains 38269 members 
Mstep: Class 15 contains 27459 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 100709 members 
Mstep: Class 18 contains 160825 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4181 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30815 members 
Mstep: Class 23 contains 12341 members 
Mstep: Class 24 contains 4769 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29747 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12107 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5232 members 
Mstep: Class 32 contains 36667 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785840.000000 Penalty: 117974.585938
Iteration 192Q: 34 clusters Score -1.427858e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 20658 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 238879 members 
Mstep: Class 6 contains 29811 members 
Mstep: Class 7 contains 40556 members 
Mstep: Class 8 contains 14627 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 52707 members 
Mstep: Class 11 contains 852161 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 21632 members 
Mstep: Class 14 contains 38245 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 100697 members 
Mstep: Class 18 contains 160818 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4182 members 
Mstep: Class 21 contains 2716 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 12345 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29715 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12096 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5234 members 
Mstep: Class 32 contains 36645 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785808.000000 Penalty: 117974.585938
Iteration 193Q: 34 clusters Score -1.427858e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 15479 members 
Mstep: Class 3 contains 20624 members 
Mstep: Class 4 contains 4530 members 
Mstep: Class 5 contains 239137 members 
Mstep: Class 6 contains 29814 members 
Mstep: Class 7 contains 40538 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 3704 members 
Mstep: Class 10 contains 52697 members 
Mstep: Class 11 contains 852100 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 21597 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 27512 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 100700 members 
Mstep: Class 18 contains 160818 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 22 contains 30804 members 
Mstep: Class 23 contains 12346 members 
Mstep: Class 24 contains 4712 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29682 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12088 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5233 members 
Mstep: Class 32 contains 36635 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785808.000000 Penalty: 117974.585938
Iteration 194Q: 34 clusters Score -1.427858e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 15476 members 
Mstep: Class 3 contains 20586 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 239414 members 
Mstep: Class 6 contains 29826 members 
Mstep: Class 7 contains 40510 members 
Mstep: Class 8 contains 14634 members 
Mstep: Class 9 contains 3700 members 
Mstep: Class 10 contains 52689 members 
Mstep: Class 11 contains 852019 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21556 members 
Mstep: Class 14 contains 38185 members 
Mstep: Class 15 contains 27554 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 100699 members 
Mstep: Class 18 contains 160811 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30795 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4686 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29659 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12073 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5234 members 
Mstep: Class 32 contains 36617 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786000.000000 Penalty: 117974.585938
Iteration 195Q: 34 clusters Score -1.42786e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 15474 members 
Mstep: Class 3 contains 20553 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 239639 members 
Mstep: Class 6 contains 29840 members 
Mstep: Class 7 contains 40491 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 52684 members 
Mstep: Class 11 contains 851935 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21525 members 
Mstep: Class 14 contains 38167 members 
Mstep: Class 15 contains 27597 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 100687 members 
Mstep: Class 18 contains 160800 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30801 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 4672 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29638 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12053 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5236 members 
Mstep: Class 32 contains 36608 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785856.000000 Penalty: 117974.585938
Iteration 196Q: 34 clusters Score -1.427859e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 20535 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 239835 members 
Mstep: Class 6 contains 29848 members 
Mstep: Class 7 contains 40472 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 52681 members 
Mstep: Class 11 contains 851869 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21498 members 
Mstep: Class 14 contains 38129 members 
Mstep: Class 15 contains 27630 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 100674 members 
Mstep: Class 18 contains 160802 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30807 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4658 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29630 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12042 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5238 members 
Mstep: Class 32 contains 36593 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785888.000000 Penalty: 117974.585938
Iteration 197Q: 34 clusters Score -1.427859e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 15471 members 
Mstep: Class 3 contains 20501 members 
Mstep: Class 4 contains 4491 members 
Mstep: Class 5 contains 240058 members 
Mstep: Class 6 contains 29856 members 
Mstep: Class 7 contains 40448 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 52673 members 
Mstep: Class 11 contains 851796 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21473 members 
Mstep: Class 14 contains 38107 members 
Mstep: Class 15 contains 27674 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 100666 members 
Mstep: Class 18 contains 160803 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30806 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 4634 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29606 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12019 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5242 members 
Mstep: Class 32 contains 36585 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786128.000000 Penalty: 117974.585938
Iteration 198Q: 34 clusters Score -1.427861e+08 nChanged 434
Entering ConstructFrom: 
Score: -142786128.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (29878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Entering Unmasked Estep 
Score: -2385088.250000 Penalty: 2555.609619
	Iteration 0F: 2 clusters Score -2385088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2364718.000000 Penalty: 5111.219238
	Iteration 0F: 3 clusters Score -2364718 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2372342.250000 Penalty: 5111.219238
	Iteration 1F: 3 clusters Score -2372342 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2373453.750000 Penalty: 5111.219238
	Iteration 2F: 3 clusters Score -2373454 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2374772.500000 Penalty: 5111.219238
	Iteration 3F: 3 clusters Score -2374772 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2376232.000000 Penalty: 5111.219238
	Iteration 4F: 3 clusters Score -2376232 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2377624.750000 Penalty: 5111.219238
	Iteration 5F: 3 clusters Score -2377625 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2378840.000000 Penalty: 5111.219238
	Iteration 6F: 3 clusters Score -2378840 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2379723.000000 Penalty: 5111.219238
	Iteration 7F: 3 clusters Score -2379723 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2380351.500000 Penalty: 5111.219238
	Iteration 8Q: 3 clusters Score -2380352 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2380809.750000 Penalty: 5111.219238
	Iteration 9Q: 3 clusters Score -2380810 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2381122.250000 Penalty: 5111.219238
	Iteration 10Q: 3 clusters Score -2381122 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2381309.500000 Penalty: 5111.219238
	Iteration 11Q: 3 clusters Score -2381310 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2381402.000000 Penalty: 5111.219238
	Iteration 12Q: 3 clusters Score -2381402 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2381447.250000 Penalty: 5111.219238
	Iteration 13Q: 3 clusters Score -2381447 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2381471.250000 Penalty: 5111.219238
	Iteration 14Q: 3 clusters Score -2381471 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2381509.750000 Penalty: 5111.219238
	Iteration 15Q: 3 clusters Score -2381510 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2381538.750000 Penalty: 5111.219238
	Iteration 16Q: 3 clusters Score -2381539 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2381557.250000 Penalty: 5111.219238
	Iteration 17Q: 3 clusters Score -2381557 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2381584.000000 Penalty: 5111.219238
	Iteration 18Q: 3 clusters Score -2381584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2381612.500000 Penalty: 5111.219238
	Iteration 19Q: 3 clusters Score -2381612 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2381635.500000 Penalty: 5111.219238
	Iteration 20F: 3 clusters Score -2381636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2381664.500000 Penalty: 5111.219238
	Iteration 21Q: 3 clusters Score -2381664 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2381697.500000 Penalty: 5111.219238
	Iteration 22Q: 3 clusters Score -2381698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2381732.000000 Penalty: 5111.219238
	Iteration 23Q: 3 clusters Score -2381732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2381785.250000 Penalty: 5111.219238
	Iteration 24Q: 3 clusters Score -2381785 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2381833.750000 Penalty: 5111.219238
	Iteration 25Q: 3 clusters Score -2381834 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2381889.250000 Penalty: 5111.219238
	Iteration 26Q: 3 clusters Score -2381889 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2381949.750000 Penalty: 5111.219238
	Iteration 27Q: 3 clusters Score -2381950 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2382017.250000 Penalty: 5111.219238
	Iteration 28Q: 3 clusters Score -2382017 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2382091.000000 Penalty: 5111.219238
	Iteration 29Q: 3 clusters Score -2382091 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2382145.000000 Penalty: 5111.219238
	Iteration 30Q: 3 clusters Score -2382145 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2382209.250000 Penalty: 5111.219238
	Iteration 31Q: 3 clusters Score -2382209 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2382297.500000 Penalty: 5111.219238
	Iteration 32Q: 3 clusters Score -2382298 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2382372.000000 Penalty: 5111.219238
	Iteration 33Q: 3 clusters Score -2382372 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2382455.750000 Penalty: 5111.219238
	Iteration 34Q: 3 clusters Score -2382456 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2382532.750000 Penalty: 5111.219238
	Iteration 35Q: 3 clusters Score -2382533 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2382587.000000 Penalty: 5111.219238
	Iteration 36Q: 3 clusters Score -2382587 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2382669.250000 Penalty: 5111.219238
	Iteration 37Q: 3 clusters Score -2382669 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2382718.500000 Penalty: 5111.219238
	Iteration 38Q: 3 clusters Score -2382718 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2382770.250000 Penalty: 5111.219238
	Iteration 39Q: 3 clusters Score -2382770 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2382842.250000 Penalty: 5111.219238
	Iteration 40F: 3 clusters Score -2382842 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2382906.250000 Penalty: 5111.219238
	Iteration 41Q: 3 clusters Score -2382906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2382956.250000 Penalty: 5111.219238
	Iteration 42Q: 3 clusters Score -2382956 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2383001.500000 Penalty: 5111.219238
	Iteration 43Q: 3 clusters Score -2383002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2383057.000000 Penalty: 5111.219238
	Iteration 44Q: 3 clusters Score -2383057 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2383121.250000 Penalty: 5111.219238
	Iteration 45Q: 3 clusters Score -2383121 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2383172.250000 Penalty: 5111.219238
	Iteration 46Q: 3 clusters Score -2383172 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2383220.750000 Penalty: 5111.219238
	Iteration 47Q: 3 clusters Score -2383221 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2383269.000000 Penalty: 5111.219238
	Iteration 48Q: 3 clusters Score -2383269 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2383318.750000 Penalty: 5111.219238
	Iteration 49Q: 3 clusters Score -2383319 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2383358.500000 Penalty: 5111.219238
	Iteration 50Q: 3 clusters Score -2383358 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2383409.000000 Penalty: 5111.219238
	Iteration 51Q: 3 clusters Score -2383409 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2383438.000000 Penalty: 5111.219238
	Iteration 52Q: 3 clusters Score -2383438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2383478.500000 Penalty: 5111.219238
	Iteration 53Q: 3 clusters Score -2383478 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2383515.500000 Penalty: 5111.219238
	Iteration 54Q: 3 clusters Score -2383516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2383550.500000 Penalty: 5111.219238
	Iteration 55Q: 3 clusters Score -2383550 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2383586.750000 Penalty: 5111.219238
	Iteration 56Q: 3 clusters Score -2383587 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2383607.000000 Penalty: 5111.219238
	Iteration 57Q: 3 clusters Score -2383607 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2383644.000000 Penalty: 5111.219238
	Iteration 58Q: 3 clusters Score -2383644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2383657.000000 Penalty: 5111.219238
	Iteration 59Q: 3 clusters Score -2383657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2383675.000000 Penalty: 5111.219238
	Iteration 60F: 3 clusters Score -2383675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2383689.750000 Penalty: 5111.219238
	Iteration 61Q: 3 clusters Score -2383690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2383712.500000 Penalty: 5111.219238
	Iteration 62Q: 3 clusters Score -2383712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2383727.500000 Penalty: 5111.219238
	Iteration 63Q: 3 clusters Score -2383728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2383740.500000 Penalty: 5111.219238
	Iteration 64Q: 3 clusters Score -2383740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2383759.500000 Penalty: 5111.219238
	Iteration 65Q: 3 clusters Score -2383760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2383773.250000 Penalty: 5111.219238
	Iteration 66Q: 3 clusters Score -2383773 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2383786.750000 Penalty: 5111.219238
	Iteration 67Q: 3 clusters Score -2383787 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2383815.250000 Penalty: 5111.219238
	Iteration 68Q: 3 clusters Score -2383815 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2383839.000000 Penalty: 5111.219238
	Iteration 69Q: 3 clusters Score -2383839 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2383856.250000 Penalty: 5111.219238
	Iteration 70Q: 3 clusters Score -2383856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2383873.750000 Penalty: 5111.219238
	Iteration 71Q: 3 clusters Score -2383874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2383908.250000 Penalty: 5111.219238
	Iteration 72Q: 3 clusters Score -2383908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2383921.750000 Penalty: 5111.219238
	Iteration 73Q: 3 clusters Score -2383922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2383935.250000 Penalty: 5111.219238
	Iteration 74Q: 3 clusters Score -2383935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2383939.500000 Penalty: 5111.219238
	Iteration 75Q: 3 clusters Score -2383940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2383950.750000 Penalty: 5111.219238
	Iteration 76Q: 3 clusters Score -2383951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2383961.250000 Penalty: 5111.219238
	Iteration 77Q: 3 clusters Score -2383961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2383967.250000 Penalty: 5111.219238
	Iteration 78Q: 3 clusters Score -2383967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2383973.000000 Penalty: 5111.219238
	Iteration 79Q: 3 clusters Score -2383973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2383979.750000 Penalty: 5111.219238
	Iteration 80F: 3 clusters Score -2383980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2383984.000000 Penalty: 5111.219238
	Iteration 81Q: 3 clusters Score -2383984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2383981.000000 Penalty: 5111.219238
	Iteration 82Q: 3 clusters Score -2383981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2383987.250000 Penalty: 5111.219238
	Iteration 83Q: 3 clusters Score -2383987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2383992.250000 Penalty: 5111.219238
	Iteration 84Q: 3 clusters Score -2383992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2383997.500000 Penalty: 5111.219238
	Iteration 85Q: 3 clusters Score -2383998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2383996.000000 Penalty: 5111.219238
	Iteration 86Q: 3 clusters Score -2383996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2384000.000000 Penalty: 5111.219238
	Iteration 87Q: 3 clusters Score -2384000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2383999.750000 Penalty: 5111.219238
	Iteration 88Q: 3 clusters Score -2384000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2384002.500000 Penalty: 5111.219238
	Iteration 89Q: 3 clusters Score -2384002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2383999.750000 Penalty: 5111.219238
	Iteration 90Q: 3 clusters Score -2384000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2384001.750000 Penalty: 5111.219238
	Iteration 91Q: 3 clusters Score -2384002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2384001.250000 Penalty: 5111.219238
	Iteration 92Q: 3 clusters Score -2384001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2384005.250000 Penalty: 5111.219238
	Iteration 93Q: 3 clusters Score -2384005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2384009.250000 Penalty: 5111.219238
	Iteration 94Q: 3 clusters Score -2384009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2384012.500000 Penalty: 5111.219238
	Iteration 95Q: 3 clusters Score -2384012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2384010.250000 Penalty: 5111.219238
	Iteration 96Q: 3 clusters Score -2384010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2384008.000000 Penalty: 5111.219238
	Iteration 97Q: 3 clusters Score -2384008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2384009.750000 Penalty: 5111.219238
	Iteration 98Q: 3 clusters Score -2384010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2384012.000000 Penalty: 5111.219238
	Iteration 99Q: 3 clusters Score -2384012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2384013.500000 Penalty: 5111.219238
	Iteration 100F: 3 clusters Score -2384014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2384017.000000 Penalty: 5111.219238
	Iteration 101Q: 3 clusters Score -2384017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2384023.000000 Penalty: 5111.219238
	Iteration 102Q: 3 clusters Score -2384023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2384022.000000 Penalty: 5111.219238
	Iteration 103Q: 3 clusters Score -2384022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2384025.250000 Penalty: 5111.219238
	Iteration 104Q: 3 clusters Score -2384025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2384024.500000 Penalty: 5111.219238
	Iteration 105Q: 3 clusters Score -2384024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2384029.000000 Penalty: 5111.219238
	Iteration 106Q: 3 clusters Score -2384029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2384023.750000 Penalty: 5111.219238
	Iteration 107Q: 3 clusters Score -2384024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2384030.750000 Penalty: 5111.219238
	Iteration 108Q: 3 clusters Score -2384031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2384029.250000 Penalty: 5111.219238
	Iteration 109Q: 3 clusters Score -2384029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2384025.250000 Penalty: 5111.219238
	Iteration 110Q: 3 clusters Score -2384025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2384024.500000 Penalty: 5111.219238
	Iteration 111Q: 3 clusters Score -2384024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2384025.000000 Penalty: 5111.219238
	Iteration 112Q: 3 clusters Score -2384025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2384026.000000 Penalty: 5111.219238
	Iteration 113Q: 3 clusters Score -2384026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2384026.500000 Penalty: 5111.219238
	Iteration 114Q: 3 clusters Score -2384026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2384026.500000 Penalty: 5111.219238
	Iteration 115Q: 3 clusters Score -2384026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2384028.750000 Penalty: 5111.219238
	Iteration 116Q: 3 clusters Score -2384029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2384026.500000 Penalty: 5111.219238
	Iteration 117Q: 3 clusters Score -2384026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2384026.250000 Penalty: 5111.219238
	Iteration 118Q: 3 clusters Score -2384026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2384028.500000 Penalty: 5111.219238
	Iteration 119Q: 3 clusters Score -2384028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2384029.500000 Penalty: 5111.219238
	Iteration 120F: 3 clusters Score -2384030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2384026.250000 Penalty: 5111.219238
	Iteration 121Q: 3 clusters Score -2384026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2384030.250000 Penalty: 5111.219238
	Iteration 122Q: 3 clusters Score -2384030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2384032.750000 Penalty: 5111.219238
	Iteration 123Q: 3 clusters Score -2384033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2384029.000000 Penalty: 5111.219238
	Iteration 124Q: 3 clusters Score -2384029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2384031.000000 Penalty: 5111.219238
	Iteration 125Q: 3 clusters Score -2384031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2384032.000000 Penalty: 5111.219238
	Iteration 126Q: 3 clusters Score -2384032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2384032.500000 Penalty: 5111.219238
	Iteration 127Q: 3 clusters Score -2384032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2384035.000000 Penalty: 5111.219238
	Iteration 128Q: 3 clusters Score -2384035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2384036.000000 Penalty: 5111.219238
	Iteration 129Q: 3 clusters Score -2384036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2384037.000000 Penalty: 5111.219238
	Iteration 130Q: 3 clusters Score -2384037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2384040.250000 Penalty: 5111.219238
	Iteration 131Q: 3 clusters Score -2384040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2384036.000000 Penalty: 5111.219238
	Iteration 132Q: 3 clusters Score -2384036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2384036.250000 Penalty: 5111.219238
	Iteration 133Q: 3 clusters Score -2384036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2384038.500000 Penalty: 5111.219238
	Iteration 134Q: 3 clusters Score -2384038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2384038.500000 Penalty: 5111.219238
	Iteration 135F: 3 clusters Score -2384038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Entering Unmasked Estep 
Score: -1188768.375000 Penalty: 2392.307129
	Iteration 0F: 2 clusters Score -1188768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1177550.750000 Penalty: 4784.614258
	Iteration 0F: 3 clusters Score -1177551 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1181163.000000 Penalty: 4784.614258
	Iteration 1F: 3 clusters Score -1181163 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1181510.500000 Penalty: 4784.614258
	Iteration 2F: 3 clusters Score -1181510 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1181825.375000 Penalty: 4784.614258
	Iteration 3Q: 3 clusters Score -1181825 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1182259.500000 Penalty: 4784.614258
	Iteration 4Q: 3 clusters Score -1182260 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1182932.875000 Penalty: 4784.614258
	Iteration 5F: 3 clusters Score -1182933 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1183929.125000 Penalty: 4784.614258
	Iteration 6F: 3 clusters Score -1183929 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1185144.000000 Penalty: 4784.614258
	Iteration 7F: 3 clusters Score -1185144 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1186394.750000 Penalty: 4784.614258
	Iteration 8F: 3 clusters Score -1186395 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1187401.375000 Penalty: 4784.614258
	Iteration 9F: 3 clusters Score -1187401 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1188106.500000 Penalty: 4784.614258
	Iteration 10F: 3 clusters Score -1188106 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1188617.500000 Penalty: 4784.614258
	Iteration 11Q: 3 clusters Score -1188618 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1188922.875000 Penalty: 4784.614258
	Iteration 12Q: 3 clusters Score -1188923 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1189129.625000 Penalty: 4784.614258
	Iteration 13Q: 3 clusters Score -1189130 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1189266.000000 Penalty: 4784.614258
	Iteration 14Q: 3 clusters Score -1189266 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1189351.625000 Penalty: 4784.614258
	Iteration 15Q: 3 clusters Score -1189352 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1189397.375000 Penalty: 4784.614258
	Iteration 16Q: 3 clusters Score -1189397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1189420.125000 Penalty: 4784.614258
	Iteration 17Q: 3 clusters Score -1189420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1189434.750000 Penalty: 4784.614258
	Iteration 18Q: 3 clusters Score -1189435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1189448.000000 Penalty: 4784.614258
	Iteration 19Q: 3 clusters Score -1189448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1189455.250000 Penalty: 4784.614258
	Iteration 20F: 3 clusters Score -1189455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1189461.500000 Penalty: 4784.614258
	Iteration 21Q: 3 clusters Score -1189462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1189463.000000 Penalty: 4784.614258
	Iteration 22Q: 3 clusters Score -1189463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1189472.250000 Penalty: 4784.614258
	Iteration 23Q: 3 clusters Score -1189472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1189474.875000 Penalty: 4784.614258
	Iteration 24Q: 3 clusters Score -1189475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1189480.875000 Penalty: 4784.614258
	Iteration 25Q: 3 clusters Score -1189481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1189485.625000 Penalty: 4784.614258
	Iteration 26Q: 3 clusters Score -1189486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1189494.750000 Penalty: 4784.614258
	Iteration 27Q: 3 clusters Score -1189495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1189500.500000 Penalty: 4784.614258
	Iteration 28Q: 3 clusters Score -1189500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1189504.750000 Penalty: 4784.614258
	Iteration 29Q: 3 clusters Score -1189505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1189506.875000 Penalty: 4784.614258
	Iteration 30Q: 3 clusters Score -1189507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1189511.000000 Penalty: 4784.614258
	Iteration 31Q: 3 clusters Score -1189511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1189518.625000 Penalty: 4784.614258
	Iteration 32Q: 3 clusters Score -1189519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1189525.500000 Penalty: 4784.614258
	Iteration 33Q: 3 clusters Score -1189526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1189526.500000 Penalty: 4784.614258
	Iteration 34Q: 3 clusters Score -1189526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1189533.000000 Penalty: 4784.614258
	Iteration 35Q: 3 clusters Score -1189533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1189540.250000 Penalty: 4784.614258
	Iteration 36Q: 3 clusters Score -1189540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1189547.875000 Penalty: 4784.614258
	Iteration 37Q: 3 clusters Score -1189548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1189549.625000 Penalty: 4784.614258
	Iteration 38Q: 3 clusters Score -1189550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1189548.500000 Penalty: 4784.614258
	Iteration 39Q: 3 clusters Score -1189548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1189556.875000 Penalty: 4784.614258
	Iteration 40F: 3 clusters Score -1189557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1189560.500000 Penalty: 4784.614258
	Iteration 41Q: 3 clusters Score -1189560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1189563.500000 Penalty: 4784.614258
	Iteration 42Q: 3 clusters Score -1189564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1189568.375000 Penalty: 4784.614258
	Iteration 43Q: 3 clusters Score -1189568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1189570.250000 Penalty: 4784.614258
	Iteration 44Q: 3 clusters Score -1189570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1189574.375000 Penalty: 4784.614258
	Iteration 45Q: 3 clusters Score -1189574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1189575.750000 Penalty: 4784.614258
	Iteration 46Q: 3 clusters Score -1189576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1189576.875000 Penalty: 4784.614258
	Iteration 47Q: 3 clusters Score -1189577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1189580.500000 Penalty: 4784.614258
	Iteration 48Q: 3 clusters Score -1189580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1189585.500000 Penalty: 4784.614258
	Iteration 49Q: 3 clusters Score -1189586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1189586.250000 Penalty: 4784.614258
	Iteration 50Q: 3 clusters Score -1189586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1189592.875000 Penalty: 4784.614258
	Iteration 51Q: 3 clusters Score -1189593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1189594.000000 Penalty: 4784.614258
	Iteration 52Q: 3 clusters Score -1189594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1189592.500000 Penalty: 4784.614258
	Iteration 53Q: 3 clusters Score -1189592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1189592.000000 Penalty: 4784.614258
	Iteration 54Q: 3 clusters Score -1189592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1189593.250000 Penalty: 4784.614258
	Iteration 55Q: 3 clusters Score -1189593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1189593.125000 Penalty: 4784.614258
	Iteration 56Q: 3 clusters Score -1189593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1189592.875000 Penalty: 4784.614258
	Iteration 57Q: 3 clusters Score -1189593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1189594.625000 Penalty: 4784.614258
	Iteration 58Q: 3 clusters Score -1189595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1189594.625000 Penalty: 4784.614258
	Iteration 59F: 3 clusters Score -1189595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 7126 members 
Mstep: Class 3 contains 20469 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 240268 members 
Mstep: Class 6 contains 29869 members 
Mstep: Class 7 contains 40426 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 52670 members 
Mstep: Class 11 contains 851744 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21457 members 
Mstep: Class 14 contains 38085 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 17 contains 100653 members 
Mstep: Class 18 contains 160790 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30809 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 4608 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29580 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12007 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5244 members 
Mstep: Class 32 contains 36568 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 8340 members 
Entering Unmasked Estep 
Score: -142785904.000000 Penalty: 121549.570312
Splitting cluster 2 changes total score from -142786128.000000 to -142785904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Entering Unmasked Estep 
Score: -1694892.750000 Penalty: 2461.813477
	Iteration 0F: 2 clusters Score -1694893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1680587.125000 Penalty: 4923.626953
	Iteration 0F: 3 clusters Score -1680587 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1685253.625000 Penalty: 4923.626953
	Iteration 1F: 3 clusters Score -1685254 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1685647.500000 Penalty: 4923.626953
	Iteration 2F: 3 clusters Score -1685648 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1685965.750000 Penalty: 4923.626953
	Iteration 3Q: 3 clusters Score -1685966 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1686262.000000 Penalty: 4923.626953
	Iteration 4Q: 3 clusters Score -1686262 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1686540.875000 Penalty: 4923.626953
	Iteration 5Q: 3 clusters Score -1686541 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1686835.250000 Penalty: 4923.626953
	Iteration 6Q: 3 clusters Score -1686835 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1687167.000000 Penalty: 4923.626953
	Iteration 7Q: 3 clusters Score -1687167 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1687510.750000 Penalty: 4923.626953
	Iteration 8Q: 3 clusters Score -1687511 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1687880.625000 Penalty: 4923.626953
	Iteration 9Q: 3 clusters Score -1687881 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1688352.875000 Penalty: 4923.626953
	Iteration 10Q: 3 clusters Score -1688353 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1688861.000000 Penalty: 4923.626953
	Iteration 11Q: 3 clusters Score -1688861 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1689369.000000 Penalty: 4923.626953
	Iteration 12Q: 3 clusters Score -1689369 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1689833.750000 Penalty: 4923.626953
	Iteration 13Q: 3 clusters Score -1689834 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1690187.125000 Penalty: 4923.626953
	Iteration 14Q: 3 clusters Score -1690187 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1690434.250000 Penalty: 4923.626953
	Iteration 15Q: 3 clusters Score -1690434 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1690589.875000 Penalty: 4923.626953
	Iteration 16Q: 3 clusters Score -1690590 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1690674.125000 Penalty: 4923.626953
	Iteration 17Q: 3 clusters Score -1690674 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1690755.375000 Penalty: 4923.626953
	Iteration 18Q: 3 clusters Score -1690755 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1690822.250000 Penalty: 4923.626953
	Iteration 19Q: 3 clusters Score -1690822 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1690886.500000 Penalty: 4923.626953
	Iteration 20F: 3 clusters Score -1690886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1690923.250000 Penalty: 4923.626953
	Iteration 21Q: 3 clusters Score -1690923 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1690971.750000 Penalty: 4923.626953
	Iteration 22Q: 3 clusters Score -1690972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1691011.250000 Penalty: 4923.626953
	Iteration 23Q: 3 clusters Score -1691011 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1691063.500000 Penalty: 4923.626953
	Iteration 24Q: 3 clusters Score -1691064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1691105.750000 Penalty: 4923.626953
	Iteration 25Q: 3 clusters Score -1691106 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1691163.000000 Penalty: 4923.626953
	Iteration 26Q: 3 clusters Score -1691163 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1691209.875000 Penalty: 4923.626953
	Iteration 27Q: 3 clusters Score -1691210 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1691266.625000 Penalty: 4923.626953
	Iteration 28Q: 3 clusters Score -1691267 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1691320.250000 Penalty: 4923.626953
	Iteration 29Q: 3 clusters Score -1691320 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1691389.375000 Penalty: 4923.626953
	Iteration 30Q: 3 clusters Score -1691389 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1691455.500000 Penalty: 4923.626953
	Iteration 31Q: 3 clusters Score -1691456 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1691528.500000 Penalty: 4923.626953
	Iteration 32Q: 3 clusters Score -1691528 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1691591.500000 Penalty: 4923.626953
	Iteration 33Q: 3 clusters Score -1691592 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1691662.750000 Penalty: 4923.626953
	Iteration 34Q: 3 clusters Score -1691663 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1691733.625000 Penalty: 4923.626953
	Iteration 35Q: 3 clusters Score -1691734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1691808.250000 Penalty: 4923.626953
	Iteration 36Q: 3 clusters Score -1691808 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1691881.875000 Penalty: 4923.626953
	Iteration 37Q: 3 clusters Score -1691882 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1691946.125000 Penalty: 4923.626953
	Iteration 38Q: 3 clusters Score -1691946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1692009.250000 Penalty: 4923.626953
	Iteration 39Q: 3 clusters Score -1692009 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1692079.750000 Penalty: 4923.626953
	Iteration 40F: 3 clusters Score -1692080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1692144.000000 Penalty: 4923.626953
	Iteration 41Q: 3 clusters Score -1692144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1692209.250000 Penalty: 4923.626953
	Iteration 42Q: 3 clusters Score -1692209 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1692286.875000 Penalty: 4923.626953
	Iteration 43Q: 3 clusters Score -1692287 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1692352.875000 Penalty: 4923.626953
	Iteration 44Q: 3 clusters Score -1692353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1692404.250000 Penalty: 4923.626953
	Iteration 45Q: 3 clusters Score -1692404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1692449.250000 Penalty: 4923.626953
	Iteration 46Q: 3 clusters Score -1692449 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -1692482.000000 Penalty: 4923.626953
	Iteration 47Q: 3 clusters Score -1692482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -1692506.625000 Penalty: 4923.626953
	Iteration 48Q: 3 clusters Score -1692507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1692545.875000 Penalty: 4923.626953
	Iteration 49Q: 3 clusters Score -1692546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1692581.500000 Penalty: 4923.626953
	Iteration 50Q: 3 clusters Score -1692582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1692612.375000 Penalty: 4923.626953
	Iteration 51Q: 3 clusters Score -1692612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1692633.000000 Penalty: 4923.626953
	Iteration 52Q: 3 clusters Score -1692633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1692645.125000 Penalty: 4923.626953
	Iteration 53Q: 3 clusters Score -1692645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1692658.000000 Penalty: 4923.626953
	Iteration 54Q: 3 clusters Score -1692658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1692675.625000 Penalty: 4923.626953
	Iteration 55Q: 3 clusters Score -1692676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1692683.250000 Penalty: 4923.626953
	Iteration 56Q: 3 clusters Score -1692683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1692699.125000 Penalty: 4923.626953
	Iteration 57Q: 3 clusters Score -1692699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1692704.125000 Penalty: 4923.626953
	Iteration 58Q: 3 clusters Score -1692704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1692724.125000 Penalty: 4923.626953
	Iteration 59Q: 3 clusters Score -1692724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1692732.750000 Penalty: 4923.626953
	Iteration 60F: 3 clusters Score -1692733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1692739.750000 Penalty: 4923.626953
	Iteration 61Q: 3 clusters Score -1692740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1692748.375000 Penalty: 4923.626953
	Iteration 62Q: 3 clusters Score -1692748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1692756.250000 Penalty: 4923.626953
	Iteration 63Q: 3 clusters Score -1692756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1692760.375000 Penalty: 4923.626953
	Iteration 64Q: 3 clusters Score -1692760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1692767.125000 Penalty: 4923.626953
	Iteration 65Q: 3 clusters Score -1692767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1692773.000000 Penalty: 4923.626953
	Iteration 66Q: 3 clusters Score -1692773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1692774.750000 Penalty: 4923.626953
	Iteration 67Q: 3 clusters Score -1692775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1692776.250000 Penalty: 4923.626953
	Iteration 68Q: 3 clusters Score -1692776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1692778.750000 Penalty: 4923.626953
	Iteration 69Q: 3 clusters Score -1692779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1692781.625000 Penalty: 4923.626953
	Iteration 70Q: 3 clusters Score -1692782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1692783.500000 Penalty: 4923.626953
	Iteration 71Q: 3 clusters Score -1692784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1692785.250000 Penalty: 4923.626953
	Iteration 72Q: 3 clusters Score -1692785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1692789.250000 Penalty: 4923.626953
	Iteration 73Q: 3 clusters Score -1692789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1692788.625000 Penalty: 4923.626953
	Iteration 74Q: 3 clusters Score -1692789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1692788.625000 Penalty: 4923.626953
	Iteration 75F: 3 clusters Score -1692789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -339135.218750 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -339135.2 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 2249 members 
Entering Unmasked Estep 
Score: -334989.156250 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -334989.2 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -335973.375000 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -335973.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -336316.062500 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -336316.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -336569.906250 Penalty: 4170.612793
	Iteration 3F: 3 clusters Score -336569.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -336804.500000 Penalty: 4170.612793
	Iteration 4F: 3 clusters Score -336804.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -337057.312500 Penalty: 4170.612793
	Iteration 5F: 3 clusters Score -337057.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -337346.781250 Penalty: 4170.612793
	Iteration 6F: 3 clusters Score -337346.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -337615.281250 Penalty: 4170.612793
	Iteration 7F: 3 clusters Score -337615.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -337808.968750 Penalty: 4170.612793
	Iteration 8F: 3 clusters Score -337809 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -337950.687500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -337950.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -338039.031250 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -338039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -338094.375000 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -338094.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -338125.312500 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -338125.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -338145.125000 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -338145.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -338153.781250 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -338153.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -338164.562500 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -338164.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -338171.875000 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -338171.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -338176.750000 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -338176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -338180.937500 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -338180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -338184.093750 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -338184.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -338186.562500 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -338186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -338186.875000 Penalty: 4170.612793
	Iteration 21Q: 3 clusters Score -338186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -338187.156250 Penalty: 4170.612793
	Iteration 22Q: 3 clusters Score -338187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -338187.156250 Penalty: 4170.612793
	Iteration 23F: 3 clusters Score -338187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (240268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240268 members 
Entering Unmasked Estep 
Score: -19416572.000000 Penalty: 3072.598633
	Iteration 0F: 2 clusters Score -1.941657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120059 members 
Mstep: Class 2 contains 120209 members 
Entering Unmasked Estep 
Score: -19255534.000000 Penalty: 6145.197266
	Iteration 0F: 3 clusters Score -1.925553e+07 nChanged 115814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 123669 members 
Entering Unmasked Estep 
Score: -19323172.000000 Penalty: 6145.197266
	Iteration 1F: 3 clusters Score -1.932317e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 125819 members 
Entering Unmasked Estep 
Score: -19324110.000000 Penalty: 6145.197266
	Iteration 2Q: 3 clusters Score -1.932411e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 129227 members 
Entering Unmasked Estep 
Score: -19325148.000000 Penalty: 6145.197266
	Iteration 3Q: 3 clusters Score -1.932515e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -19326856.000000 Penalty: 6145.197266
	Iteration 4Q: 3 clusters Score -1.932686e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -19329814.000000 Penalty: 6145.197266
	Iteration 5Q: 3 clusters Score -1.932981e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -19335998.000000 Penalty: 6145.197266
	Iteration 6Q: 3 clusters Score -1.9336e+07 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 170637 members 
Entering Unmasked Estep 
Score: -19347086.000000 Penalty: 6145.197266
	Iteration 7F: 3 clusters Score -1.934709e+07 nChanged 21209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 191838 members 
Entering Unmasked Estep 
Score: -19365348.000000 Penalty: 6145.197266
	Iteration 8F: 3 clusters Score -1.936535e+07 nChanged 21985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 213823 members 
Entering Unmasked Estep 
Score: -19387034.000000 Penalty: 6145.197266
	Iteration 9F: 3 clusters Score -1.938703e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 230139 members 
Entering Unmasked Estep 
Score: -19404122.000000 Penalty: 6145.197266
	Iteration 10F: 3 clusters Score -1.940412e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 237570 members 
Entering Unmasked Estep 
Score: -19411338.000000 Penalty: 6145.197266
	Iteration 11Q: 3 clusters Score -1.941134e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 239588 members 
Entering Unmasked Estep 
Score: -19413120.000000 Penalty: 6145.197266
	Iteration 12Q: 3 clusters Score -1.941312e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 239985 members 
Entering Unmasked Estep 
Score: -19413590.000000 Penalty: 6145.197266
	Iteration 13Q: 3 clusters Score -1.941359e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 240054 members 
Entering Unmasked Estep 
Score: -19413736.000000 Penalty: 6145.197266
	Iteration 14Q: 3 clusters Score -1.941374e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240072 members 
Entering Unmasked Estep 
Score: -19413802.000000 Penalty: 6145.197266
	Iteration 15Q: 3 clusters Score -1.94138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 240076 members 
Entering Unmasked Estep 
Score: -19413822.000000 Penalty: 6145.197266
	Iteration 16Q: 3 clusters Score -1.941382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240080 members 
Entering Unmasked Estep 
Score: -19413838.000000 Penalty: 6145.197266
	Iteration 17Q: 3 clusters Score -1.941384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240080 members 
Entering Unmasked Estep 
Score: -19413846.000000 Penalty: 6145.197266
	Iteration 18Q: 3 clusters Score -1.941385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240077 members 
Entering Unmasked Estep 
Score: -19413842.000000 Penalty: 6145.197266
	Iteration 19Q: 3 clusters Score -1.941384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240078 members 
Entering Unmasked Estep 
Score: -19413840.000000 Penalty: 6145.197266
	Iteration 20F: 3 clusters Score -1.941384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240077 members 
Entering Unmasked Estep 
Score: -19413852.000000 Penalty: 6145.197266
	Iteration 21Q: 3 clusters Score -1.941385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240078 members 
Entering Unmasked Estep 
Score: -19413856.000000 Penalty: 6145.197266
	Iteration 22Q: 3 clusters Score -1.941386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240078 members 
Entering Unmasked Estep 
Score: -19413856.000000 Penalty: 6145.197266
	Iteration 23F: 3 clusters Score -1.941386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Entering Unmasked Estep 
Score: -2369725.500000 Penalty: 2555.535156
	Iteration 0F: 2 clusters Score -2369726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2349435.250000 Penalty: 5111.070312
	Iteration 0F: 3 clusters Score -2349435 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2356671.250000 Penalty: 5111.070312
	Iteration 1F: 3 clusters Score -2356671 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2357107.000000 Penalty: 5111.070312
	Iteration 2Q: 3 clusters Score -2357107 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2357468.000000 Penalty: 5111.070312
	Iteration 3Q: 3 clusters Score -2357468 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2357853.500000 Penalty: 5111.070312
	Iteration 4Q: 3 clusters Score -2357854 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2358290.750000 Penalty: 5111.070312
	Iteration 5Q: 3 clusters Score -2358291 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2358782.500000 Penalty: 5111.070312
	Iteration 6Q: 3 clusters Score -2358782 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2359383.250000 Penalty: 5111.070312
	Iteration 7Q: 3 clusters Score -2359383 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2360149.750000 Penalty: 5111.070312
	Iteration 8Q: 3 clusters Score -2360150 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2361022.250000 Penalty: 5111.070312
	Iteration 9Q: 3 clusters Score -2361022 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2361920.000000 Penalty: 5111.070312
	Iteration 10F: 3 clusters Score -2361920 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2362731.000000 Penalty: 5111.070312
	Iteration 11Q: 3 clusters Score -2362731 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2363332.000000 Penalty: 5111.070312
	Iteration 12Q: 3 clusters Score -2363332 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2363749.250000 Penalty: 5111.070312
	Iteration 13Q: 3 clusters Score -2363749 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2364065.500000 Penalty: 5111.070312
	Iteration 14Q: 3 clusters Score -2364066 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2364332.500000 Penalty: 5111.070312
	Iteration 15Q: 3 clusters Score -2364332 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2364605.250000 Penalty: 5111.070312
	Iteration 16Q: 3 clusters Score -2364605 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2364882.250000 Penalty: 5111.070312
	Iteration 17Q: 3 clusters Score -2364882 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2365196.500000 Penalty: 5111.070312
	Iteration 18Q: 3 clusters Score -2365196 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2365491.750000 Penalty: 5111.070312
	Iteration 19Q: 3 clusters Score -2365492 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2365736.750000 Penalty: 5111.070312
	Iteration 20F: 3 clusters Score -2365737 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2365966.500000 Penalty: 5111.070312
	Iteration 21Q: 3 clusters Score -2365966 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2366172.750000 Penalty: 5111.070312
	Iteration 22Q: 3 clusters Score -2366173 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2366360.250000 Penalty: 5111.070312
	Iteration 23Q: 3 clusters Score -2366360 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2366484.000000 Penalty: 5111.070312
	Iteration 24Q: 3 clusters Score -2366484 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2366611.000000 Penalty: 5111.070312
	Iteration 25Q: 3 clusters Score -2366611 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2366730.000000 Penalty: 5111.070312
	Iteration 26Q: 3 clusters Score -2366730 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2366852.000000 Penalty: 5111.070312
	Iteration 27Q: 3 clusters Score -2366852 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2366942.500000 Penalty: 5111.070312
	Iteration 28Q: 3 clusters Score -2366942 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2367021.000000 Penalty: 5111.070312
	Iteration 29Q: 3 clusters Score -2367021 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2367079.250000 Penalty: 5111.070312
	Iteration 30Q: 3 clusters Score -2367079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2367133.500000 Penalty: 5111.070312
	Iteration 31Q: 3 clusters Score -2367134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2367173.750000 Penalty: 5111.070312
	Iteration 32Q: 3 clusters Score -2367174 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2367232.000000 Penalty: 5111.070312
	Iteration 33Q: 3 clusters Score -2367232 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2367262.750000 Penalty: 5111.070312
	Iteration 34Q: 3 clusters Score -2367263 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2367286.750000 Penalty: 5111.070312
	Iteration 35Q: 3 clusters Score -2367287 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2367317.250000 Penalty: 5111.070312
	Iteration 36Q: 3 clusters Score -2367317 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2367352.000000 Penalty: 5111.070312
	Iteration 37Q: 3 clusters Score -2367352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2367374.500000 Penalty: 5111.070312
	Iteration 38Q: 3 clusters Score -2367374 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2367389.750000 Penalty: 5111.070312
	Iteration 39Q: 3 clusters Score -2367390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2367409.750000 Penalty: 5111.070312
	Iteration 40F: 3 clusters Score -2367410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2367422.500000 Penalty: 5111.070312
	Iteration 41Q: 3 clusters Score -2367422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2367439.500000 Penalty: 5111.070312
	Iteration 42Q: 3 clusters Score -2367440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2367440.500000 Penalty: 5111.070312
	Iteration 43Q: 3 clusters Score -2367440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2367452.500000 Penalty: 5111.070312
	Iteration 44Q: 3 clusters Score -2367452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2367453.500000 Penalty: 5111.070312
	Iteration 45Q: 3 clusters Score -2367454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2367455.250000 Penalty: 5111.070312
	Iteration 46Q: 3 clusters Score -2367455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2367454.000000 Penalty: 5111.070312
	Iteration 47Q: 3 clusters Score -2367454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2367463.250000 Penalty: 5111.070312
	Iteration 48Q: 3 clusters Score -2367463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2367462.250000 Penalty: 5111.070312
	Iteration 49Q: 3 clusters Score -2367462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2367464.500000 Penalty: 5111.070312
	Iteration 50Q: 3 clusters Score -2367464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2367475.500000 Penalty: 5111.070312
	Iteration 51Q: 3 clusters Score -2367476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2367475.250000 Penalty: 5111.070312
	Iteration 52Q: 3 clusters Score -2367475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2367475.750000 Penalty: 5111.070312
	Iteration 53Q: 3 clusters Score -2367476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2367473.250000 Penalty: 5111.070312
	Iteration 54Q: 3 clusters Score -2367473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2367477.750000 Penalty: 5111.070312
	Iteration 55Q: 3 clusters Score -2367478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2367473.750000 Penalty: 5111.070312
	Iteration 56Q: 3 clusters Score -2367474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2367474.250000 Penalty: 5111.070312
	Iteration 57Q: 3 clusters Score -2367474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2367476.250000 Penalty: 5111.070312
	Iteration 58Q: 3 clusters Score -2367476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2367476.500000 Penalty: 5111.070312
	Iteration 59Q: 3 clusters Score -2367476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2367474.000000 Penalty: 5111.070312
	Iteration 60F: 3 clusters Score -2367474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2367475.500000 Penalty: 5111.070312
	Iteration 61Q: 3 clusters Score -2367476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2367472.750000 Penalty: 5111.070312
	Iteration 62Q: 3 clusters Score -2367473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2367472.750000 Penalty: 5111.070312
	Iteration 63F: 3 clusters Score -2367473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Entering Unmasked Estep 
Score: -3137451.250000 Penalty: 2630.592529
	Iteration 0F: 2 clusters Score -3137451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -3110188.000000 Penalty: 5261.185059
	Iteration 0F: 3 clusters Score -3110188 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3120739.750000 Penalty: 5261.185059
	Iteration 1F: 3 clusters Score -3120740 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3121770.750000 Penalty: 5261.185059
	Iteration 2F: 3 clusters Score -3121771 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3123101.250000 Penalty: 5261.185059
	Iteration 3F: 3 clusters Score -3123101 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3125034.250000 Penalty: 5261.185059
	Iteration 4F: 3 clusters Score -3125034 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3127370.500000 Penalty: 5261.185059
	Iteration 5F: 3 clusters Score -3127370 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3129921.000000 Penalty: 5261.185059
	Iteration 6F: 3 clusters Score -3129921 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3132176.000000 Penalty: 5261.185059
	Iteration 7F: 3 clusters Score -3132176 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3133805.750000 Penalty: 5261.185059
	Iteration 8Q: 3 clusters Score -3133806 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3135003.250000 Penalty: 5261.185059
	Iteration 9Q: 3 clusters Score -3135003 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3135923.250000 Penalty: 5261.185059
	Iteration 10Q: 3 clusters Score -3135923 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3136588.500000 Penalty: 5261.185059
	Iteration 11Q: 3 clusters Score -3136588 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3136962.750000 Penalty: 5261.185059
	Iteration 12Q: 3 clusters Score -3136963 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3137206.500000 Penalty: 5261.185059
	Iteration 13Q: 3 clusters Score -3137206 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3137308.250000 Penalty: 5261.185059
	Iteration 14Q: 3 clusters Score -3137308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3137361.750000 Penalty: 5261.185059
	Iteration 15Q: 3 clusters Score -3137362 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3137384.500000 Penalty: 5261.185059
	Iteration 16Q: 3 clusters Score -3137384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3137407.000000 Penalty: 5261.185059
	Iteration 17Q: 3 clusters Score -3137407 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3137420.500000 Penalty: 5261.185059
	Iteration 18Q: 3 clusters Score -3137420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3137423.500000 Penalty: 5261.185059
	Iteration 19Q: 3 clusters Score -3137424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3137424.500000 Penalty: 5261.185059
	Iteration 20F: 3 clusters Score -3137424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3137429.000000 Penalty: 5261.185059
	Iteration 21Q: 3 clusters Score -3137429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3137422.750000 Penalty: 5261.185059
	Iteration 22Q: 3 clusters Score -3137423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3137421.000000 Penalty: 5261.185059
	Iteration 23Q: 3 clusters Score -3137421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3137423.000000 Penalty: 5261.185059
	Iteration 24Q: 3 clusters Score -3137423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3137423.250000 Penalty: 5261.185059
	Iteration 25Q: 3 clusters Score -3137423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3137436.000000 Penalty: 5261.185059
	Iteration 26Q: 3 clusters Score -3137436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3137430.500000 Penalty: 5261.185059
	Iteration 27Q: 3 clusters Score -3137430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3137430.250000 Penalty: 5261.185059
	Iteration 28Q: 3 clusters Score -3137430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3137428.500000 Penalty: 5261.185059
	Iteration 29Q: 3 clusters Score -3137428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3137428.500000 Penalty: 5261.185059
	Iteration 30F: 3 clusters Score -3137428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Entering Unmasked Estep 
Score: -1172865.625000 Penalty: 2378.729004
	Iteration 0F: 2 clusters Score -1172866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1162188.875000 Penalty: 4757.458008
	Iteration 0F: 3 clusters Score -1162189 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1165682.375000 Penalty: 4757.458008
	Iteration 1F: 3 clusters Score -1165682 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1166115.250000 Penalty: 4757.458008
	Iteration 2F: 3 clusters Score -1166115 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1166498.625000 Penalty: 4757.458008
	Iteration 3F: 3 clusters Score -1166499 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1166820.125000 Penalty: 4757.458008
	Iteration 4Q: 3 clusters Score -1166820 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1167083.375000 Penalty: 4757.458008
	Iteration 5Q: 3 clusters Score -1167083 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1167312.125000 Penalty: 4757.458008
	Iteration 6Q: 3 clusters Score -1167312 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1167502.125000 Penalty: 4757.458008
	Iteration 7Q: 3 clusters Score -1167502 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1167650.625000 Penalty: 4757.458008
	Iteration 8Q: 3 clusters Score -1167651 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1167771.250000 Penalty: 4757.458008
	Iteration 9Q: 3 clusters Score -1167771 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1167873.750000 Penalty: 4757.458008
	Iteration 10Q: 3 clusters Score -1167874 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1167960.000000 Penalty: 4757.458008
	Iteration 11Q: 3 clusters Score -1167960 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1168043.125000 Penalty: 4757.458008
	Iteration 12Q: 3 clusters Score -1168043 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1168119.625000 Penalty: 4757.458008
	Iteration 13Q: 3 clusters Score -1168120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1168185.625000 Penalty: 4757.458008
	Iteration 14Q: 3 clusters Score -1168186 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1168256.000000 Penalty: 4757.458008
	Iteration 15Q: 3 clusters Score -1168256 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1168322.625000 Penalty: 4757.458008
	Iteration 16Q: 3 clusters Score -1168323 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1168391.375000 Penalty: 4757.458008
	Iteration 17Q: 3 clusters Score -1168391 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1168450.375000 Penalty: 4757.458008
	Iteration 18Q: 3 clusters Score -1168450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1168509.875000 Penalty: 4757.458008
	Iteration 19Q: 3 clusters Score -1168510 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1168577.750000 Penalty: 4757.458008
	Iteration 20F: 3 clusters Score -1168578 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1168642.250000 Penalty: 4757.458008
	Iteration 21Q: 3 clusters Score -1168642 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1168703.500000 Penalty: 4757.458008
	Iteration 22Q: 3 clusters Score -1168704 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1168779.000000 Penalty: 4757.458008
	Iteration 23Q: 3 clusters Score -1168779 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1168856.375000 Penalty: 4757.458008
	Iteration 24Q: 3 clusters Score -1168856 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1168917.375000 Penalty: 4757.458008
	Iteration 25Q: 3 clusters Score -1168917 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1168992.625000 Penalty: 4757.458008
	Iteration 26Q: 3 clusters Score -1168993 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1169079.375000 Penalty: 4757.458008
	Iteration 27Q: 3 clusters Score -1169079 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1169190.250000 Penalty: 4757.458008
	Iteration 28Q: 3 clusters Score -1169190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1169333.750000 Penalty: 4757.458008
	Iteration 29Q: 3 clusters Score -1169334 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1169510.000000 Penalty: 4757.458008
	Iteration 30Q: 3 clusters Score -1169510 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1169706.250000 Penalty: 4757.458008
	Iteration 31Q: 3 clusters Score -1169706 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1169988.375000 Penalty: 4757.458008
	Iteration 32Q: 3 clusters Score -1169988 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1170254.375000 Penalty: 4757.458008
	Iteration 33Q: 3 clusters Score -1170254 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1170479.875000 Penalty: 4757.458008
	Iteration 34Q: 3 clusters Score -1170480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1170671.375000 Penalty: 4757.458008
	Iteration 35Q: 3 clusters Score -1170671 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1170821.000000 Penalty: 4757.458008
	Iteration 36Q: 3 clusters Score -1170821 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1170922.000000 Penalty: 4757.458008
	Iteration 37Q: 3 clusters Score -1170922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1171003.750000 Penalty: 4757.458008
	Iteration 38Q: 3 clusters Score -1171004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1171059.500000 Penalty: 4757.458008
	Iteration 39Q: 3 clusters Score -1171060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1171093.625000 Penalty: 4757.458008
	Iteration 40F: 3 clusters Score -1171094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1171132.000000 Penalty: 4757.458008
	Iteration 41Q: 3 clusters Score -1171132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1171176.250000 Penalty: 4757.458008
	Iteration 42Q: 3 clusters Score -1171176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1171204.125000 Penalty: 4757.458008
	Iteration 43Q: 3 clusters Score -1171204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1171229.125000 Penalty: 4757.458008
	Iteration 44Q: 3 clusters Score -1171229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1171262.250000 Penalty: 4757.458008
	Iteration 45Q: 3 clusters Score -1171262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1171285.000000 Penalty: 4757.458008
	Iteration 46Q: 3 clusters Score -1171285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1171297.500000 Penalty: 4757.458008
	Iteration 47Q: 3 clusters Score -1171298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1171310.875000 Penalty: 4757.458008
	Iteration 48Q: 3 clusters Score -1171311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1171322.875000 Penalty: 4757.458008
	Iteration 49Q: 3 clusters Score -1171323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1171342.000000 Penalty: 4757.458008
	Iteration 50Q: 3 clusters Score -1171342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1171357.750000 Penalty: 4757.458008
	Iteration 51Q: 3 clusters Score -1171358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1171363.750000 Penalty: 4757.458008
	Iteration 52Q: 3 clusters Score -1171364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1171369.500000 Penalty: 4757.458008
	Iteration 53Q: 3 clusters Score -1171370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1171379.250000 Penalty: 4757.458008
	Iteration 54Q: 3 clusters Score -1171379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1171381.250000 Penalty: 4757.458008
	Iteration 55Q: 3 clusters Score -1171381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1171383.000000 Penalty: 4757.458008
	Iteration 56Q: 3 clusters Score -1171383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1171384.750000 Penalty: 4757.458008
	Iteration 57Q: 3 clusters Score -1171385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1171384.375000 Penalty: 4757.458008
	Iteration 58Q: 3 clusters Score -1171384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1171386.875000 Penalty: 4757.458008
	Iteration 59Q: 3 clusters Score -1171387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1171388.875000 Penalty: 4757.458008
	Iteration 60F: 3 clusters Score -1171389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1171388.000000 Penalty: 4757.458008
	Iteration 61Q: 3 clusters Score -1171388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1171388.000000 Penalty: 4757.458008
	Iteration 62F: 3 clusters Score -1171388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -292802.468750 Penalty: 2036.716919
	Iteration 0F: 2 clusters Score -292802.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -289120.593750 Penalty: 4073.433838
	Iteration 0F: 3 clusters Score -289120.6 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -289891.812500 Penalty: 4073.433838
	Iteration 1F: 3 clusters Score -289891.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -290092.437500 Penalty: 4073.433838
	Iteration 2F: 3 clusters Score -290092.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -290226.875000 Penalty: 4073.433838
	Iteration 3F: 3 clusters Score -290226.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -290319.593750 Penalty: 4073.433838
	Iteration 4Q: 3 clusters Score -290319.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -290377.781250 Penalty: 4073.433838
	Iteration 5Q: 3 clusters Score -290377.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290421.156250 Penalty: 4073.433838
	Iteration 6Q: 3 clusters Score -290421.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290455.937500 Penalty: 4073.433838
	Iteration 7Q: 3 clusters Score -290455.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -290489.281250 Penalty: 4073.433838
	Iteration 8Q: 3 clusters Score -290489.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -290528.031250 Penalty: 4073.433838
	Iteration 9Q: 3 clusters Score -290528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -290556.250000 Penalty: 4073.433838
	Iteration 10Q: 3 clusters Score -290556.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -290578.687500 Penalty: 4073.433838
	Iteration 11Q: 3 clusters Score -290578.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290600.062500 Penalty: 4073.433838
	Iteration 12Q: 3 clusters Score -290600.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -290622.031250 Penalty: 4073.433838
	Iteration 13Q: 3 clusters Score -290622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -290643.593750 Penalty: 4073.433838
	Iteration 14Q: 3 clusters Score -290643.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290662.531250 Penalty: 4073.433838
	Iteration 15Q: 3 clusters Score -290662.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -290682.406250 Penalty: 4073.433838
	Iteration 16Q: 3 clusters Score -290682.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -290696.875000 Penalty: 4073.433838
	Iteration 17Q: 3 clusters Score -290696.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -290714.375000 Penalty: 4073.433838
	Iteration 18Q: 3 clusters Score -290714.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290731.250000 Penalty: 4073.433838
	Iteration 19Q: 3 clusters Score -290731.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -290748.937500 Penalty: 4073.433838
	Iteration 20F: 3 clusters Score -290748.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290767.500000 Penalty: 4073.433838
	Iteration 21Q: 3 clusters Score -290767.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290789.125000 Penalty: 4073.433838
	Iteration 22Q: 3 clusters Score -290789.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290808.937500 Penalty: 4073.433838
	Iteration 23Q: 3 clusters Score -290808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -290822.812500 Penalty: 4073.433838
	Iteration 24Q: 3 clusters Score -290822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -290832.781250 Penalty: 4073.433838
	Iteration 25Q: 3 clusters Score -290832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -290845.250000 Penalty: 4073.433838
	Iteration 26Q: 3 clusters Score -290845.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -290857.750000 Penalty: 4073.433838
	Iteration 27Q: 3 clusters Score -290857.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290869.343750 Penalty: 4073.433838
	Iteration 28Q: 3 clusters Score -290869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -290888.718750 Penalty: 4073.433838
	Iteration 29Q: 3 clusters Score -290888.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -290903.031250 Penalty: 4073.433838
	Iteration 30Q: 3 clusters Score -290903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -290917.406250 Penalty: 4073.433838
	Iteration 31Q: 3 clusters Score -290917.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -290927.687500 Penalty: 4073.433838
	Iteration 32Q: 3 clusters Score -290927.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -290936.312500 Penalty: 4073.433838
	Iteration 33Q: 3 clusters Score -290936.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -290944.187500 Penalty: 4073.433838
	Iteration 34Q: 3 clusters Score -290944.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -290956.687500 Penalty: 4073.433838
	Iteration 35Q: 3 clusters Score -290956.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -290967.656250 Penalty: 4073.433838
	Iteration 36Q: 3 clusters Score -290967.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -290986.687500 Penalty: 4073.433838
	Iteration 37Q: 3 clusters Score -290986.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -291001.031250 Penalty: 4073.433838
	Iteration 38Q: 3 clusters Score -291001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -291011.750000 Penalty: 4073.433838
	Iteration 39Q: 3 clusters Score -291011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -291017.625000 Penalty: 4073.433838
	Iteration 40F: 3 clusters Score -291017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -291022.562500 Penalty: 4073.433838
	Iteration 41Q: 3 clusters Score -291022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -291027.187500 Penalty: 4073.433838
	Iteration 42Q: 3 clusters Score -291027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -291029.093750 Penalty: 4073.433838
	Iteration 43Q: 3 clusters Score -291029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -291031.656250 Penalty: 4073.433838
	Iteration 44Q: 3 clusters Score -291031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -291034.750000 Penalty: 4073.433838
	Iteration 45Q: 3 clusters Score -291034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -291037.531250 Penalty: 4073.433838
	Iteration 46Q: 3 clusters Score -291037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -291042.750000 Penalty: 4073.433838
	Iteration 47Q: 3 clusters Score -291042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -291045.750000 Penalty: 4073.433838
	Iteration 48Q: 3 clusters Score -291045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -291049.437500 Penalty: 4073.433838
	Iteration 49Q: 3 clusters Score -291049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -291053.156250 Penalty: 4073.433838
	Iteration 50Q: 3 clusters Score -291053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -291053.906250 Penalty: 4073.433838
	Iteration 51Q: 3 clusters Score -291053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -291055.250000 Penalty: 4073.433838
	Iteration 52Q: 3 clusters Score -291055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -291056.156250 Penalty: 4073.433838
	Iteration 53Q: 3 clusters Score -291056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -291056.187500 Penalty: 4073.433838
	Iteration 54Q: 3 clusters Score -291056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -291056.187500 Penalty: 4073.433838
	Iteration 55F: 3 clusters Score -291056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Entering Unmasked Estep 
Score: -4336390.500000 Penalty: 2696.206787
	Iteration 0F: 2 clusters Score -4336390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -4300868.000000 Penalty: 5392.413574
	Iteration 0F: 3 clusters Score -4300868 nChanged 24397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4314614.000000 Penalty: 5392.413574
	Iteration 1F: 3 clusters Score -4314614 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4315378.000000 Penalty: 5392.413574
	Iteration 2Q: 3 clusters Score -4315378 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -4316284.000000 Penalty: 5392.413574
	Iteration 3Q: 3 clusters Score -4316284 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4317447.000000 Penalty: 5392.413574
	Iteration 4Q: 3 clusters Score -4317447 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4319121.500000 Penalty: 5392.413574
	Iteration 5F: 3 clusters Score -4319122 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4321400.000000 Penalty: 5392.413574
	Iteration 6F: 3 clusters Score -4321400 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4324402.500000 Penalty: 5392.413574
	Iteration 7F: 3 clusters Score -4324402 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -4327639.000000 Penalty: 5392.413574
	Iteration 8F: 3 clusters Score -4327639 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -4330346.000000 Penalty: 5392.413574
	Iteration 9F: 3 clusters Score -4330346 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -4331884.000000 Penalty: 5392.413574
	Iteration 10Q: 3 clusters Score -4331884 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -4332637.000000 Penalty: 5392.413574
	Iteration 11Q: 3 clusters Score -4332637 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -4333084.500000 Penalty: 5392.413574
	Iteration 12Q: 3 clusters Score -4333084 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -4333382.000000 Penalty: 5392.413574
	Iteration 13Q: 3 clusters Score -4333382 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -4333582.500000 Penalty: 5392.413574
	Iteration 14Q: 3 clusters Score -4333582 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -4333766.500000 Penalty: 5392.413574
	Iteration 15Q: 3 clusters Score -4333766 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -4333933.500000 Penalty: 5392.413574
	Iteration 16Q: 3 clusters Score -4333934 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -4334064.500000 Penalty: 5392.413574
	Iteration 17Q: 3 clusters Score -4334064 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -4334176.500000 Penalty: 5392.413574
	Iteration 18Q: 3 clusters Score -4334176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -4334278.500000 Penalty: 5392.413574
	Iteration 19Q: 3 clusters Score -4334278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -4334353.500000 Penalty: 5392.413574
	Iteration 20F: 3 clusters Score -4334354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -4334423.500000 Penalty: 5392.413574
	Iteration 21Q: 3 clusters Score -4334424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -4334468.000000 Penalty: 5392.413574
	Iteration 22Q: 3 clusters Score -4334468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -4334506.000000 Penalty: 5392.413574
	Iteration 23Q: 3 clusters Score -4334506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -4334544.000000 Penalty: 5392.413574
	Iteration 24Q: 3 clusters Score -4334544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -4334569.500000 Penalty: 5392.413574
	Iteration 25Q: 3 clusters Score -4334570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -4334582.500000 Penalty: 5392.413574
	Iteration 26Q: 3 clusters Score -4334582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -4334606.500000 Penalty: 5392.413574
	Iteration 27Q: 3 clusters Score -4334606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -4334623.500000 Penalty: 5392.413574
	Iteration 28Q: 3 clusters Score -4334624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -4334639.500000 Penalty: 5392.413574
	Iteration 29Q: 3 clusters Score -4334640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -4334650.500000 Penalty: 5392.413574
	Iteration 30Q: 3 clusters Score -4334650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -4334661.000000 Penalty: 5392.413574
	Iteration 31Q: 3 clusters Score -4334661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -4334672.000000 Penalty: 5392.413574
	Iteration 32Q: 3 clusters Score -4334672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -4334667.500000 Penalty: 5392.413574
	Iteration 33Q: 3 clusters Score -4334668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -4334670.000000 Penalty: 5392.413574
	Iteration 34Q: 3 clusters Score -4334670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -4334674.500000 Penalty: 5392.413574
	Iteration 35Q: 3 clusters Score -4334674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -4334674.000000 Penalty: 5392.413574
	Iteration 36Q: 3 clusters Score -4334674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -4334680.000000 Penalty: 5392.413574
	Iteration 37Q: 3 clusters Score -4334680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -4334685.500000 Penalty: 5392.413574
	Iteration 38Q: 3 clusters Score -4334686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -4334691.000000 Penalty: 5392.413574
	Iteration 39Q: 3 clusters Score -4334691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -4334694.000000 Penalty: 5392.413574
	Iteration 40F: 3 clusters Score -4334694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -4334702.000000 Penalty: 5392.413574
	Iteration 41Q: 3 clusters Score -4334702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -4334698.000000 Penalty: 5392.413574
	Iteration 42Q: 3 clusters Score -4334698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -4334699.500000 Penalty: 5392.413574
	Iteration 43Q: 3 clusters Score -4334700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -4334697.000000 Penalty: 5392.413574
	Iteration 44Q: 3 clusters Score -4334697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -4334698.500000 Penalty: 5392.413574
	Iteration 45Q: 3 clusters Score -4334698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -4334698.000000 Penalty: 5392.413574
	Iteration 46Q: 3 clusters Score -4334698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -4334696.500000 Penalty: 5392.413574
	Iteration 47Q: 3 clusters Score -4334696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -4334700.000000 Penalty: 5392.413574
	Iteration 48Q: 3 clusters Score -4334700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -4334703.500000 Penalty: 5392.413574
	Iteration 49Q: 3 clusters Score -4334704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -4334702.500000 Penalty: 5392.413574
	Iteration 50Q: 3 clusters Score -4334702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -4334699.500000 Penalty: 5392.413574
	Iteration 51Q: 3 clusters Score -4334700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -4334699.500000 Penalty: 5392.413574
	Iteration 52F: 3 clusters Score -4334700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (851744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851744 members 
Entering Unmasked Estep 
Score: -68760368.000000 Penalty: 3386.450439
	Iteration 0F: 2 clusters Score -6.876037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426983 members 
Mstep: Class 2 contains 424761 members 
Entering Unmasked Estep 
Score: -68190864.000000 Penalty: 6772.900879
	Iteration 0F: 3 clusters Score -6.819086e+07 nChanged 417320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466553 members 
Mstep: Class 2 contains 385191 members 
Entering Unmasked Estep 
Score: -68446760.000000 Penalty: 6772.900879
	Iteration 1F: 3 clusters Score -6.844676e+07 nChanged 28741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493326 members 
Mstep: Class 2 contains 358418 members 
Entering Unmasked Estep 
Score: -68455168.000000 Penalty: 6772.900879
	Iteration 2Q: 3 clusters Score -6.845517e+07 nChanged 42886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535288 members 
Mstep: Class 2 contains 316456 members 
Entering Unmasked Estep 
Score: -68474352.000000 Penalty: 6772.900879
	Iteration 3F: 3 clusters Score -6.847435e+07 nChanged 62761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597725 members 
Mstep: Class 2 contains 254019 members 
Entering Unmasked Estep 
Score: -68513944.000000 Penalty: 6772.900879
	Iteration 4F: 3 clusters Score -6.851394e+07 nChanged 80820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678415 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -68581984.000000 Penalty: 6772.900879
	Iteration 5F: 3 clusters Score -6.858198e+07 nChanged 82641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761030 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -68664128.000000 Penalty: 6772.900879
	Iteration 6F: 3 clusters Score -6.866413e+07 nChanged 57244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818274 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -68723456.000000 Penalty: 6772.900879
	Iteration 7F: 3 clusters Score -6.872346e+07 nChanged 24545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842819 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -68747920.000000 Penalty: 6772.900879
	Iteration 8Q: 3 clusters Score -6.874792e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849867 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -68755040.000000 Penalty: 6772.900879
	Iteration 9Q: 3 clusters Score -6.875504e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851322 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68756696.000000 Penalty: 6772.900879
	Iteration 10Q: 3 clusters Score -6.87567e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851537 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68757104.000000 Penalty: 6772.900879
	Iteration 11Q: 3 clusters Score -6.87571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851575 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68757144.000000 Penalty: 6772.900879
	Iteration 12Q: 3 clusters Score -6.875714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851591 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -68757200.000000 Penalty: 6772.900879
	Iteration 13Q: 3 clusters Score -6.87572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851593 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -68757232.000000 Penalty: 6772.900879
	Iteration 14Q: 3 clusters Score -6.875723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851596 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68757240.000000 Penalty: 6772.900879
	Iteration 15Q: 3 clusters Score -6.875724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851596 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68757272.000000 Penalty: 6772.900879
	Iteration 16Q: 3 clusters Score -6.875727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851595 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -68757280.000000 Penalty: 6772.900879
	Iteration 17Q: 3 clusters Score -6.875728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851596 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68757272.000000 Penalty: 6772.900879
	Iteration 18Q: 3 clusters Score -6.875727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851597 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68757272.000000 Penalty: 6772.900879
	Iteration 19Q: 3 clusters Score -6.875727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851597 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68757272.000000 Penalty: 6772.900879
	Iteration 20F: 3 clusters Score -6.875727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Entering Unmasked Estep 
Score: -118737.617188 Penalty: 1852.474243
	Iteration 0F: 2 clusters Score -118737.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -116305.585938 Penalty: 3704.948486
	Iteration 0F: 3 clusters Score -116305.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -116737.804688 Penalty: 3704.948486
	Iteration 1F: 3 clusters Score -116737.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -116856.945312 Penalty: 3704.948486
	Iteration 2F: 3 clusters Score -116856.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -116926.296875 Penalty: 3704.948486
	Iteration 3Q: 3 clusters Score -116926.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116970.015625 Penalty: 3704.948486
	Iteration 4Q: 3 clusters Score -116970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117001.562500 Penalty: 3704.948486
	Iteration 5Q: 3 clusters Score -117001.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -117021.812500 Penalty: 3704.948486
	Iteration 6Q: 3 clusters Score -117021.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117035.148438 Penalty: 3704.948486
	Iteration 7Q: 3 clusters Score -117035.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -117045.148438 Penalty: 3704.948486
	Iteration 8Q: 3 clusters Score -117045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -117059.250000 Penalty: 3704.948486
	Iteration 9Q: 3 clusters Score -117059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -117071.070312 Penalty: 3704.948486
	Iteration 10Q: 3 clusters Score -117071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117079.656250 Penalty: 3704.948486
	Iteration 11Q: 3 clusters Score -117079.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117084.601562 Penalty: 3704.948486
	Iteration 12Q: 3 clusters Score -117084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117090.164062 Penalty: 3704.948486
	Iteration 13Q: 3 clusters Score -117090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -117097.218750 Penalty: 3704.948486
	Iteration 14Q: 3 clusters Score -117097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117104.335938 Penalty: 3704.948486
	Iteration 15Q: 3 clusters Score -117104.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -117111.437500 Penalty: 3704.948486
	Iteration 16Q: 3 clusters Score -117111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117117.632812 Penalty: 3704.948486
	Iteration 17Q: 3 clusters Score -117117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117119.984375 Penalty: 3704.948486
	Iteration 18Q: 3 clusters Score -117120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -117122.335938 Penalty: 3704.948486
	Iteration 19Q: 3 clusters Score -117122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -117123.437500 Penalty: 3704.948486
	Iteration 20F: 3 clusters Score -117123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Entering Unmasked Estep 
Score: -1669826.750000 Penalty: 2473.503906
	Iteration 0F: 2 clusters Score -1669827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1654812.000000 Penalty: 4947.007812
	Iteration 0F: 3 clusters Score -1654812 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1660086.500000 Penalty: 4947.007812
	Iteration 1F: 3 clusters Score -1660086 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1660700.750000 Penalty: 4947.007812
	Iteration 2F: 3 clusters Score -1660701 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1661424.000000 Penalty: 4947.007812
	Iteration 3F: 3 clusters Score -1661424 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1662220.125000 Penalty: 4947.007812
	Iteration 4F: 3 clusters Score -1662220 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1663020.500000 Penalty: 4947.007812
	Iteration 5F: 3 clusters Score -1663020 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1663898.875000 Penalty: 4947.007812
	Iteration 6F: 3 clusters Score -1663899 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1664721.875000 Penalty: 4947.007812
	Iteration 7F: 3 clusters Score -1664722 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1665533.875000 Penalty: 4947.007812
	Iteration 8F: 3 clusters Score -1665534 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1666161.000000 Penalty: 4947.007812
	Iteration 9Q: 3 clusters Score -1666161 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1666596.625000 Penalty: 4947.007812
	Iteration 10Q: 3 clusters Score -1666597 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1666817.000000 Penalty: 4947.007812
	Iteration 11Q: 3 clusters Score -1666817 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1666966.750000 Penalty: 4947.007812
	Iteration 12Q: 3 clusters Score -1666967 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1667052.000000 Penalty: 4947.007812
	Iteration 13Q: 3 clusters Score -1667052 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1667093.375000 Penalty: 4947.007812
	Iteration 14Q: 3 clusters Score -1667093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1667146.250000 Penalty: 4947.007812
	Iteration 15Q: 3 clusters Score -1667146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1667187.875000 Penalty: 4947.007812
	Iteration 16Q: 3 clusters Score -1667188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1667218.500000 Penalty: 4947.007812
	Iteration 17Q: 3 clusters Score -1667218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1667259.750000 Penalty: 4947.007812
	Iteration 18Q: 3 clusters Score -1667260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1667312.250000 Penalty: 4947.007812
	Iteration 19Q: 3 clusters Score -1667312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1667364.250000 Penalty: 4947.007812
	Iteration 20F: 3 clusters Score -1667364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1667417.250000 Penalty: 4947.007812
	Iteration 21Q: 3 clusters Score -1667417 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1667470.250000 Penalty: 4947.007812
	Iteration 22Q: 3 clusters Score -1667470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1667511.625000 Penalty: 4947.007812
	Iteration 23Q: 3 clusters Score -1667512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1667553.750000 Penalty: 4947.007812
	Iteration 24Q: 3 clusters Score -1667554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1667588.250000 Penalty: 4947.007812
	Iteration 25Q: 3 clusters Score -1667588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1667611.250000 Penalty: 4947.007812
	Iteration 26Q: 3 clusters Score -1667611 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1667641.000000 Penalty: 4947.007812
	Iteration 27Q: 3 clusters Score -1667641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1667657.500000 Penalty: 4947.007812
	Iteration 28Q: 3 clusters Score -1667658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1667673.750000 Penalty: 4947.007812
	Iteration 29Q: 3 clusters Score -1667674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1667680.000000 Penalty: 4947.007812
	Iteration 30Q: 3 clusters Score -1667680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1667683.750000 Penalty: 4947.007812
	Iteration 31Q: 3 clusters Score -1667684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1667692.750000 Penalty: 4947.007812
	Iteration 32Q: 3 clusters Score -1667693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1667703.875000 Penalty: 4947.007812
	Iteration 33Q: 3 clusters Score -1667704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1667707.375000 Penalty: 4947.007812
	Iteration 34Q: 3 clusters Score -1667707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1667716.250000 Penalty: 4947.007812
	Iteration 35Q: 3 clusters Score -1667716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1667724.625000 Penalty: 4947.007812
	Iteration 36Q: 3 clusters Score -1667725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1667731.000000 Penalty: 4947.007812
	Iteration 37Q: 3 clusters Score -1667731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1667736.500000 Penalty: 4947.007812
	Iteration 38Q: 3 clusters Score -1667736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1667753.375000 Penalty: 4947.007812
	Iteration 39Q: 3 clusters Score -1667753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1667753.625000 Penalty: 4947.007812
	Iteration 40F: 3 clusters Score -1667754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1667757.500000 Penalty: 4947.007812
	Iteration 41Q: 3 clusters Score -1667758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1667768.875000 Penalty: 4947.007812
	Iteration 42Q: 3 clusters Score -1667769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1667771.500000 Penalty: 4947.007812
	Iteration 43Q: 3 clusters Score -1667772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1667782.125000 Penalty: 4947.007812
	Iteration 44Q: 3 clusters Score -1667782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1667794.750000 Penalty: 4947.007812
	Iteration 45Q: 3 clusters Score -1667795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1667795.750000 Penalty: 4947.007812
	Iteration 46Q: 3 clusters Score -1667796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1667793.375000 Penalty: 4947.007812
	Iteration 47Q: 3 clusters Score -1667793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1667798.125000 Penalty: 4947.007812
	Iteration 48Q: 3 clusters Score -1667798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1667805.000000 Penalty: 4947.007812
	Iteration 49Q: 3 clusters Score -1667805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1667814.125000 Penalty: 4947.007812
	Iteration 50Q: 3 clusters Score -1667814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1667822.500000 Penalty: 4947.007812
	Iteration 51Q: 3 clusters Score -1667822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1667828.625000 Penalty: 4947.007812
	Iteration 52Q: 3 clusters Score -1667829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1667835.875000 Penalty: 4947.007812
	Iteration 53Q: 3 clusters Score -1667836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1667843.500000 Penalty: 4947.007812
	Iteration 54Q: 3 clusters Score -1667844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1667851.500000 Penalty: 4947.007812
	Iteration 55Q: 3 clusters Score -1667852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1667852.875000 Penalty: 4947.007812
	Iteration 56Q: 3 clusters Score -1667853 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1667861.250000 Penalty: 4947.007812
	Iteration 57Q: 3 clusters Score -1667861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1667864.375000 Penalty: 4947.007812
	Iteration 58Q: 3 clusters Score -1667864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1667865.250000 Penalty: 4947.007812
	Iteration 59Q: 3 clusters Score -1667865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1667871.375000 Penalty: 4947.007812
	Iteration 60F: 3 clusters Score -1667871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1667872.750000 Penalty: 4947.007812
	Iteration 61Q: 3 clusters Score -1667873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1667876.250000 Penalty: 4947.007812
	Iteration 62Q: 3 clusters Score -1667876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1667878.750000 Penalty: 4947.007812
	Iteration 63Q: 3 clusters Score -1667879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1667887.750000 Penalty: 4947.007812
	Iteration 64Q: 3 clusters Score -1667888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1667890.875000 Penalty: 4947.007812
	Iteration 65Q: 3 clusters Score -1667891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1667894.375000 Penalty: 4947.007812
	Iteration 66Q: 3 clusters Score -1667894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1667894.500000 Penalty: 4947.007812
	Iteration 67Q: 3 clusters Score -1667894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1667899.000000 Penalty: 4947.007812
	Iteration 68Q: 3 clusters Score -1667899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1667898.375000 Penalty: 4947.007812
	Iteration 69Q: 3 clusters Score -1667898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1667900.125000 Penalty: 4947.007812
	Iteration 70Q: 3 clusters Score -1667900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1667904.750000 Penalty: 4947.007812
	Iteration 71Q: 3 clusters Score -1667905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1667913.500000 Penalty: 4947.007812
	Iteration 72Q: 3 clusters Score -1667914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1667917.250000 Penalty: 4947.007812
	Iteration 73Q: 3 clusters Score -1667917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1667921.125000 Penalty: 4947.007812
	Iteration 74Q: 3 clusters Score -1667921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1667918.375000 Penalty: 4947.007812
	Iteration 75Q: 3 clusters Score -1667918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1667925.625000 Penalty: 4947.007812
	Iteration 76Q: 3 clusters Score -1667926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1667930.375000 Penalty: 4947.007812
	Iteration 77Q: 3 clusters Score -1667930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1667930.750000 Penalty: 4947.007812
	Iteration 78Q: 3 clusters Score -1667931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1667939.125000 Penalty: 4947.007812
	Iteration 79Q: 3 clusters Score -1667939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1667942.000000 Penalty: 4947.007812
	Iteration 80F: 3 clusters Score -1667942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1667945.625000 Penalty: 4947.007812
	Iteration 81Q: 3 clusters Score -1667946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1667951.375000 Penalty: 4947.007812
	Iteration 82Q: 3 clusters Score -1667951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1667955.375000 Penalty: 4947.007812
	Iteration 83Q: 3 clusters Score -1667955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1667958.625000 Penalty: 4947.007812
	Iteration 84Q: 3 clusters Score -1667959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1667961.500000 Penalty: 4947.007812
	Iteration 85Q: 3 clusters Score -1667962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1667960.375000 Penalty: 4947.007812
	Iteration 86Q: 3 clusters Score -1667960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1667962.500000 Penalty: 4947.007812
	Iteration 87Q: 3 clusters Score -1667962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1667963.250000 Penalty: 4947.007812
	Iteration 88Q: 3 clusters Score -1667963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1667965.625000 Penalty: 4947.007812
	Iteration 89Q: 3 clusters Score -1667966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1667971.375000 Penalty: 4947.007812
	Iteration 90Q: 3 clusters Score -1667971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1667974.875000 Penalty: 4947.007812
	Iteration 91Q: 3 clusters Score -1667975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1667977.625000 Penalty: 4947.007812
	Iteration 92Q: 3 clusters Score -1667978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1667980.250000 Penalty: 4947.007812
	Iteration 93Q: 3 clusters Score -1667980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1667985.375000 Penalty: 4947.007812
	Iteration 94Q: 3 clusters Score -1667985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1667986.875000 Penalty: 4947.007812
	Iteration 95Q: 3 clusters Score -1667987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1667989.375000 Penalty: 4947.007812
	Iteration 96Q: 3 clusters Score -1667989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1667997.625000 Penalty: 4947.007812
	Iteration 97Q: 3 clusters Score -1667998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1667999.375000 Penalty: 4947.007812
	Iteration 98Q: 3 clusters Score -1667999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1667994.500000 Penalty: 4947.007812
	Iteration 99Q: 3 clusters Score -1667994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1667997.875000 Penalty: 4947.007812
	Iteration 100F: 3 clusters Score -1667998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1668003.000000 Penalty: 4947.007812
	Iteration 101Q: 3 clusters Score -1668003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1668006.750000 Penalty: 4947.007812
	Iteration 102Q: 3 clusters Score -1668007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1668009.625000 Penalty: 4947.007812
	Iteration 103Q: 3 clusters Score -1668010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1668007.250000 Penalty: 4947.007812
	Iteration 104Q: 3 clusters Score -1668007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1668010.625000 Penalty: 4947.007812
	Iteration 105Q: 3 clusters Score -1668011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1668019.375000 Penalty: 4947.007812
	Iteration 106Q: 3 clusters Score -1668019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1668021.625000 Penalty: 4947.007812
	Iteration 107Q: 3 clusters Score -1668022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1668025.250000 Penalty: 4947.007812
	Iteration 108Q: 3 clusters Score -1668025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1668032.125000 Penalty: 4947.007812
	Iteration 109Q: 3 clusters Score -1668032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1668035.375000 Penalty: 4947.007812
	Iteration 110Q: 3 clusters Score -1668035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1668035.875000 Penalty: 4947.007812
	Iteration 111Q: 3 clusters Score -1668036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1668037.375000 Penalty: 4947.007812
	Iteration 112Q: 3 clusters Score -1668037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1668038.250000 Penalty: 4947.007812
	Iteration 113Q: 3 clusters Score -1668038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1668034.375000 Penalty: 4947.007812
	Iteration 114Q: 3 clusters Score -1668034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1668041.125000 Penalty: 4947.007812
	Iteration 115Q: 3 clusters Score -1668041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1668045.750000 Penalty: 4947.007812
	Iteration 116Q: 3 clusters Score -1668046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1668050.375000 Penalty: 4947.007812
	Iteration 117Q: 3 clusters Score -1668050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1668047.500000 Penalty: 4947.007812
	Iteration 118Q: 3 clusters Score -1668048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1668045.125000 Penalty: 4947.007812
	Iteration 119Q: 3 clusters Score -1668045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1668057.750000 Penalty: 4947.007812
	Iteration 120F: 3 clusters Score -1668058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1668057.750000 Penalty: 4947.007812
	Iteration 121Q: 3 clusters Score -1668058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1668067.250000 Penalty: 4947.007812
	Iteration 122Q: 3 clusters Score -1668067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1668074.750000 Penalty: 4947.007812
	Iteration 123Q: 3 clusters Score -1668075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1668081.250000 Penalty: 4947.007812
	Iteration 124Q: 3 clusters Score -1668081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1668090.875000 Penalty: 4947.007812
	Iteration 125Q: 3 clusters Score -1668091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1668096.625000 Penalty: 4947.007812
	Iteration 126Q: 3 clusters Score -1668097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1668100.750000 Penalty: 4947.007812
	Iteration 127Q: 3 clusters Score -1668101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1668109.500000 Penalty: 4947.007812
	Iteration 128Q: 3 clusters Score -1668110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1668112.750000 Penalty: 4947.007812
	Iteration 129Q: 3 clusters Score -1668113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1668117.625000 Penalty: 4947.007812
	Iteration 130Q: 3 clusters Score -1668118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1668123.000000 Penalty: 4947.007812
	Iteration 131Q: 3 clusters Score -1668123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1668122.625000 Penalty: 4947.007812
	Iteration 132Q: 3 clusters Score -1668123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1668130.000000 Penalty: 4947.007812
	Iteration 133Q: 3 clusters Score -1668130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1668136.500000 Penalty: 4947.007812
	Iteration 134Q: 3 clusters Score -1668136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1668141.000000 Penalty: 4947.007812
	Iteration 135Q: 3 clusters Score -1668141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1668146.000000 Penalty: 4947.007812
	Iteration 136Q: 3 clusters Score -1668146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1668148.125000 Penalty: 4947.007812
	Iteration 137Q: 3 clusters Score -1668148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -1668156.000000 Penalty: 4947.007812
	Iteration 138Q: 3 clusters Score -1668156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1668161.500000 Penalty: 4947.007812
	Iteration 139Q: 3 clusters Score -1668162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1668164.125000 Penalty: 4947.007812
	Iteration 140F: 3 clusters Score -1668164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1668175.250000 Penalty: 4947.007812
	Iteration 141Q: 3 clusters Score -1668175 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1668188.625000 Penalty: 4947.007812
	Iteration 142Q: 3 clusters Score -1668189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1668195.750000 Penalty: 4947.007812
	Iteration 143Q: 3 clusters Score -1668196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1668207.500000 Penalty: 4947.007812
	Iteration 144Q: 3 clusters Score -1668208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1668219.250000 Penalty: 4947.007812
	Iteration 145Q: 3 clusters Score -1668219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1668223.000000 Penalty: 4947.007812
	Iteration 146Q: 3 clusters Score -1668223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1668227.625000 Penalty: 4947.007812
	Iteration 147Q: 3 clusters Score -1668228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1668231.875000 Penalty: 4947.007812
	Iteration 148Q: 3 clusters Score -1668232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1668244.375000 Penalty: 4947.007812
	Iteration 149Q: 3 clusters Score -1668244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1668250.250000 Penalty: 4947.007812
	Iteration 150Q: 3 clusters Score -1668250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1668252.250000 Penalty: 4947.007812
	Iteration 151Q: 3 clusters Score -1668252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1668255.125000 Penalty: 4947.007812
	Iteration 152Q: 3 clusters Score -1668255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1668262.250000 Penalty: 4947.007812
	Iteration 153Q: 3 clusters Score -1668262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1668256.250000 Penalty: 4947.007812
	Iteration 154Q: 3 clusters Score -1668256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1668258.375000 Penalty: 4947.007812
	Iteration 155Q: 3 clusters Score -1668258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1668259.000000 Penalty: 4947.007812
	Iteration 156Q: 3 clusters Score -1668259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1668262.250000 Penalty: 4947.007812
	Iteration 157Q: 3 clusters Score -1668262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1668263.875000 Penalty: 4947.007812
	Iteration 158Q: 3 clusters Score -1668264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1668271.125000 Penalty: 4947.007812
	Iteration 159Q: 3 clusters Score -1668271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1668274.125000 Penalty: 4947.007812
	Iteration 160F: 3 clusters Score -1668274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1668275.875000 Penalty: 4947.007812
	Iteration 161Q: 3 clusters Score -1668276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1668277.000000 Penalty: 4947.007812
	Iteration 162Q: 3 clusters Score -1668277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1668281.000000 Penalty: 4947.007812
	Iteration 163Q: 3 clusters Score -1668281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -1668281.375000 Penalty: 4947.007812
	Iteration 164Q: 3 clusters Score -1668281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1668280.750000 Penalty: 4947.007812
	Iteration 165Q: 3 clusters Score -1668281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1668280.750000 Penalty: 4947.007812
	Iteration 166Q: 3 clusters Score -1668281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1668280.625000 Penalty: 4947.007812
	Iteration 167Q: 3 clusters Score -1668281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1668285.625000 Penalty: 4947.007812
	Iteration 168Q: 3 clusters Score -1668286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1668290.000000 Penalty: 4947.007812
	Iteration 169Q: 3 clusters Score -1668290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1668290.375000 Penalty: 4947.007812
	Iteration 170Q: 3 clusters Score -1668290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1668294.125000 Penalty: 4947.007812
	Iteration 171Q: 3 clusters Score -1668294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1668292.750000 Penalty: 4947.007812
	Iteration 172Q: 3 clusters Score -1668293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1668294.000000 Penalty: 4947.007812
	Iteration 173Q: 3 clusters Score -1668294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1668295.000000 Penalty: 4947.007812
	Iteration 174Q: 3 clusters Score -1668295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1668305.625000 Penalty: 4947.007812
	Iteration 175Q: 3 clusters Score -1668306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1668303.000000 Penalty: 4947.007812
	Iteration 176Q: 3 clusters Score -1668303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1668305.125000 Penalty: 4947.007812
	Iteration 177Q: 3 clusters Score -1668305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1668312.625000 Penalty: 4947.007812
	Iteration 178Q: 3 clusters Score -1668313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1668314.000000 Penalty: 4947.007812
	Iteration 179Q: 3 clusters Score -1668314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1668319.625000 Penalty: 4947.007812
	Iteration 180F: 3 clusters Score -1668320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1668318.250000 Penalty: 4947.007812
	Iteration 181Q: 3 clusters Score -1668318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1668319.625000 Penalty: 4947.007812
	Iteration 182Q: 3 clusters Score -1668320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1668319.500000 Penalty: 4947.007812
	Iteration 183Q: 3 clusters Score -1668320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1668318.750000 Penalty: 4947.007812
	Iteration 184Q: 3 clusters Score -1668319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1668326.875000 Penalty: 4947.007812
	Iteration 185Q: 3 clusters Score -1668327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1668334.250000 Penalty: 4947.007812
	Iteration 186Q: 3 clusters Score -1668334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1668340.625000 Penalty: 4947.007812
	Iteration 187Q: 3 clusters Score -1668341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1668341.500000 Penalty: 4947.007812
	Iteration 188Q: 3 clusters Score -1668342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1668345.500000 Penalty: 4947.007812
	Iteration 189Q: 3 clusters Score -1668346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1668348.250000 Penalty: 4947.007812
	Iteration 190Q: 3 clusters Score -1668348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1668349.750000 Penalty: 4947.007812
	Iteration 191Q: 3 clusters Score -1668350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1668356.125000 Penalty: 4947.007812
	Iteration 192Q: 3 clusters Score -1668356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1668366.625000 Penalty: 4947.007812
	Iteration 193Q: 3 clusters Score -1668367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1668368.875000 Penalty: 4947.007812
	Iteration 194Q: 3 clusters Score -1668369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1668373.625000 Penalty: 4947.007812
	Iteration 195Q: 3 clusters Score -1668374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1668377.250000 Penalty: 4947.007812
	Iteration 196Q: 3 clusters Score -1668377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1668386.250000 Penalty: 4947.007812
	Iteration 197Q: 3 clusters Score -1668386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1668381.125000 Penalty: 4947.007812
	Iteration 198Q: 3 clusters Score -1668381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1668394.000000 Penalty: 4947.007812
	Iteration 199Q: 3 clusters Score -1668394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1668398.000000 Penalty: 4947.007812
	Iteration 200F: 3 clusters Score -1668398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -1668401.375000 Penalty: 4947.007812
	Iteration 201Q: 3 clusters Score -1668401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1668399.750000 Penalty: 4947.007812
	Iteration 202Q: 3 clusters Score -1668400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1668400.875000 Penalty: 4947.007812
	Iteration 203Q: 3 clusters Score -1668401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1668406.250000 Penalty: 4947.007812
	Iteration 204Q: 3 clusters Score -1668406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1668406.250000 Penalty: 4947.007812
	Iteration 205Q: 3 clusters Score -1668406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1668407.250000 Penalty: 4947.007812
	Iteration 206Q: 3 clusters Score -1668407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1668405.875000 Penalty: 4947.007812
	Iteration 207Q: 3 clusters Score -1668406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -1668408.500000 Penalty: 4947.007812
	Iteration 208Q: 3 clusters Score -1668408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1668406.625000 Penalty: 4947.007812
	Iteration 209Q: 3 clusters Score -1668407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -1668406.625000 Penalty: 4947.007812
	Iteration 210F: 3 clusters Score -1668407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Entering Unmasked Estep 
Score: -3114561.500000 Penalty: 2615.798828
	Iteration 0F: 2 clusters Score -3114562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3088764.250000 Penalty: 5231.597656
	Iteration 0F: 3 clusters Score -3088764 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3098510.250000 Penalty: 5231.597656
	Iteration 1F: 3 clusters Score -3098510 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -3099279.500000 Penalty: 5231.597656
	Iteration 2F: 3 clusters Score -3099280 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3100050.750000 Penalty: 5231.597656
	Iteration 3Q: 3 clusters Score -3100051 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3100824.500000 Penalty: 5231.597656
	Iteration 4Q: 3 clusters Score -3100824 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3101571.250000 Penalty: 5231.597656
	Iteration 5Q: 3 clusters Score -3101571 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3102278.250000 Penalty: 5231.597656
	Iteration 6Q: 3 clusters Score -3102278 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3103047.500000 Penalty: 5231.597656
	Iteration 7Q: 3 clusters Score -3103048 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3103949.000000 Penalty: 5231.597656
	Iteration 8Q: 3 clusters Score -3103949 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3105058.750000 Penalty: 5231.597656
	Iteration 9Q: 3 clusters Score -3105059 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3106335.000000 Penalty: 5231.597656
	Iteration 10Q: 3 clusters Score -3106335 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3107581.500000 Penalty: 5231.597656
	Iteration 11Q: 3 clusters Score -3107582 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3108645.500000 Penalty: 5231.597656
	Iteration 12Q: 3 clusters Score -3108646 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3109419.000000 Penalty: 5231.597656
	Iteration 13Q: 3 clusters Score -3109419 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3109981.750000 Penalty: 5231.597656
	Iteration 14Q: 3 clusters Score -3109982 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3110439.500000 Penalty: 5231.597656
	Iteration 15Q: 3 clusters Score -3110440 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3110836.750000 Penalty: 5231.597656
	Iteration 16Q: 3 clusters Score -3110837 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3111123.250000 Penalty: 5231.597656
	Iteration 17Q: 3 clusters Score -3111123 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3111350.000000 Penalty: 5231.597656
	Iteration 18Q: 3 clusters Score -3111350 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3111524.000000 Penalty: 5231.597656
	Iteration 19Q: 3 clusters Score -3111524 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3111631.000000 Penalty: 5231.597656
	Iteration 20F: 3 clusters Score -3111631 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -3111747.000000 Penalty: 5231.597656
	Iteration 21Q: 3 clusters Score -3111747 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3111836.250000 Penalty: 5231.597656
	Iteration 22Q: 3 clusters Score -3111836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -3111891.250000 Penalty: 5231.597656
	Iteration 23Q: 3 clusters Score -3111891 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3111930.500000 Penalty: 5231.597656
	Iteration 24Q: 3 clusters Score -3111930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3111982.750000 Penalty: 5231.597656
	Iteration 25Q: 3 clusters Score -3111983 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -3112042.250000 Penalty: 5231.597656
	Iteration 26Q: 3 clusters Score -3112042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -3112082.000000 Penalty: 5231.597656
	Iteration 27Q: 3 clusters Score -3112082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -3112107.750000 Penalty: 5231.597656
	Iteration 28Q: 3 clusters Score -3112108 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3112144.250000 Penalty: 5231.597656
	Iteration 29Q: 3 clusters Score -3112144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3112188.500000 Penalty: 5231.597656
	Iteration 30Q: 3 clusters Score -3112188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3112236.000000 Penalty: 5231.597656
	Iteration 31Q: 3 clusters Score -3112236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -3112276.000000 Penalty: 5231.597656
	Iteration 32Q: 3 clusters Score -3112276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -3112295.250000 Penalty: 5231.597656
	Iteration 33Q: 3 clusters Score -3112295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -3112336.000000 Penalty: 5231.597656
	Iteration 34Q: 3 clusters Score -3112336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3112386.750000 Penalty: 5231.597656
	Iteration 35Q: 3 clusters Score -3112387 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -3112456.500000 Penalty: 5231.597656
	Iteration 36Q: 3 clusters Score -3112456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3112523.000000 Penalty: 5231.597656
	Iteration 37Q: 3 clusters Score -3112523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -3112573.000000 Penalty: 5231.597656
	Iteration 38Q: 3 clusters Score -3112573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3112612.750000 Penalty: 5231.597656
	Iteration 39Q: 3 clusters Score -3112613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -3112641.750000 Penalty: 5231.597656
	Iteration 40F: 3 clusters Score -3112642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -3112686.750000 Penalty: 5231.597656
	Iteration 41Q: 3 clusters Score -3112687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3112720.000000 Penalty: 5231.597656
	Iteration 42Q: 3 clusters Score -3112720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3112739.500000 Penalty: 5231.597656
	Iteration 43Q: 3 clusters Score -3112740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -3112765.000000 Penalty: 5231.597656
	Iteration 44Q: 3 clusters Score -3112765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3112779.250000 Penalty: 5231.597656
	Iteration 45Q: 3 clusters Score -3112779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3112783.250000 Penalty: 5231.597656
	Iteration 46Q: 3 clusters Score -3112783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -3112792.250000 Penalty: 5231.597656
	Iteration 47Q: 3 clusters Score -3112792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -3112802.500000 Penalty: 5231.597656
	Iteration 48Q: 3 clusters Score -3112802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3112809.000000 Penalty: 5231.597656
	Iteration 49Q: 3 clusters Score -3112809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3112816.750000 Penalty: 5231.597656
	Iteration 50Q: 3 clusters Score -3112817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3112830.750000 Penalty: 5231.597656
	Iteration 51Q: 3 clusters Score -3112831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3112839.500000 Penalty: 5231.597656
	Iteration 52Q: 3 clusters Score -3112840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -3112841.250000 Penalty: 5231.597656
	Iteration 53Q: 3 clusters Score -3112841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -3112854.250000 Penalty: 5231.597656
	Iteration 54Q: 3 clusters Score -3112854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -3112871.000000 Penalty: 5231.597656
	Iteration 55Q: 3 clusters Score -3112871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -3112869.750000 Penalty: 5231.597656
	Iteration 56Q: 3 clusters Score -3112870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -3112877.750000 Penalty: 5231.597656
	Iteration 57Q: 3 clusters Score -3112878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3112875.250000 Penalty: 5231.597656
	Iteration 58Q: 3 clusters Score -3112875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -3112878.750000 Penalty: 5231.597656
	Iteration 59Q: 3 clusters Score -3112879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3112876.500000 Penalty: 5231.597656
	Iteration 60F: 3 clusters Score -3112876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -3112880.750000 Penalty: 5231.597656
	Iteration 61Q: 3 clusters Score -3112881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -3112886.250000 Penalty: 5231.597656
	Iteration 62Q: 3 clusters Score -3112886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3112892.750000 Penalty: 5231.597656
	Iteration 63Q: 3 clusters Score -3112893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -3112901.250000 Penalty: 5231.597656
	Iteration 64Q: 3 clusters Score -3112901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -3112903.750000 Penalty: 5231.597656
	Iteration 65Q: 3 clusters Score -3112904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -3112902.750000 Penalty: 5231.597656
	Iteration 66Q: 3 clusters Score -3112903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -3112904.000000 Penalty: 5231.597656
	Iteration 67Q: 3 clusters Score -3112904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -3112904.250000 Penalty: 5231.597656
	Iteration 68Q: 3 clusters Score -3112904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -3112907.500000 Penalty: 5231.597656
	Iteration 69Q: 3 clusters Score -3112908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3112908.000000 Penalty: 5231.597656
	Iteration 70Q: 3 clusters Score -3112908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -3112906.500000 Penalty: 5231.597656
	Iteration 71Q: 3 clusters Score -3112906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -3112907.500000 Penalty: 5231.597656
	Iteration 72Q: 3 clusters Score -3112908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3112908.750000 Penalty: 5231.597656
	Iteration 73Q: 3 clusters Score -3112909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -3112910.250000 Penalty: 5231.597656
	Iteration 74Q: 3 clusters Score -3112910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3112907.500000 Penalty: 5231.597656
	Iteration 75Q: 3 clusters Score -3112908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -3112908.250000 Penalty: 5231.597656
	Iteration 76Q: 3 clusters Score -3112908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -3112910.750000 Penalty: 5231.597656
	Iteration 77Q: 3 clusters Score -3112911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -3112908.000000 Penalty: 5231.597656
	Iteration 78Q: 3 clusters Score -3112908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -3112911.500000 Penalty: 5231.597656
	Iteration 79Q: 3 clusters Score -3112912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -3112913.250000 Penalty: 5231.597656
	Iteration 80F: 3 clusters Score -3112913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3112915.000000 Penalty: 5231.597656
	Iteration 81Q: 3 clusters Score -3112915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -3112912.500000 Penalty: 5231.597656
	Iteration 82Q: 3 clusters Score -3112912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -3112915.750000 Penalty: 5231.597656
	Iteration 83Q: 3 clusters Score -3112916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -3112916.750000 Penalty: 5231.597656
	Iteration 84Q: 3 clusters Score -3112917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -3112921.750000 Penalty: 5231.597656
	Iteration 85Q: 3 clusters Score -3112922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -3112920.000000 Penalty: 5231.597656
	Iteration 86Q: 3 clusters Score -3112920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -3112915.250000 Penalty: 5231.597656
	Iteration 87Q: 3 clusters Score -3112915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -3112920.000000 Penalty: 5231.597656
	Iteration 88Q: 3 clusters Score -3112920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3112922.750000 Penalty: 5231.597656
	Iteration 89Q: 3 clusters Score -3112923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -3112923.750000 Penalty: 5231.597656
	Iteration 90Q: 3 clusters Score -3112924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3112926.000000 Penalty: 5231.597656
	Iteration 91Q: 3 clusters Score -3112926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -3112923.750000 Penalty: 5231.597656
	Iteration 92Q: 3 clusters Score -3112924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -3112927.750000 Penalty: 5231.597656
	Iteration 93Q: 3 clusters Score -3112928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3112925.750000 Penalty: 5231.597656
	Iteration 94Q: 3 clusters Score -3112926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -3112925.750000 Penalty: 5231.597656
	Iteration 95Q: 3 clusters Score -3112926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -3112926.000000 Penalty: 5231.597656
	Iteration 96Q: 3 clusters Score -3112926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -3112927.250000 Penalty: 5231.597656
	Iteration 97Q: 3 clusters Score -3112927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3112929.500000 Penalty: 5231.597656
	Iteration 98Q: 3 clusters Score -3112930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -3112937.250000 Penalty: 5231.597656
	Iteration 99Q: 3 clusters Score -3112937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -3112947.750000 Penalty: 5231.597656
	Iteration 100F: 3 clusters Score -3112948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -3112945.000000 Penalty: 5231.597656
	Iteration 101Q: 3 clusters Score -3112945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -3112947.500000 Penalty: 5231.597656
	Iteration 102Q: 3 clusters Score -3112948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -3112947.000000 Penalty: 5231.597656
	Iteration 103Q: 3 clusters Score -3112947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -3112944.750000 Penalty: 5231.597656
	Iteration 104Q: 3 clusters Score -3112945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3112943.000000 Penalty: 5231.597656
	Iteration 105Q: 3 clusters Score -3112943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -3112949.000000 Penalty: 5231.597656
	Iteration 106Q: 3 clusters Score -3112949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3112944.750000 Penalty: 5231.597656
	Iteration 107Q: 3 clusters Score -3112945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3112945.250000 Penalty: 5231.597656
	Iteration 108Q: 3 clusters Score -3112945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3112945.500000 Penalty: 5231.597656
	Iteration 109Q: 3 clusters Score -3112946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3112945.250000 Penalty: 5231.597656
	Iteration 110Q: 3 clusters Score -3112945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -3112945.250000 Penalty: 5231.597656
	Iteration 111F: 3 clusters Score -3112945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Entering Unmasked Estep 
Score: -2214380.750000 Penalty: 2536.963867
	Iteration 0F: 2 clusters Score -2214381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2195328.750000 Penalty: 5073.927734
	Iteration 0F: 3 clusters Score -2195329 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2202196.250000 Penalty: 5073.927734
	Iteration 1F: 3 clusters Score -2202196 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2202789.000000 Penalty: 5073.927734
	Iteration 2F: 3 clusters Score -2202789 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2203405.500000 Penalty: 5073.927734
	Iteration 3Q: 3 clusters Score -2203406 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2204117.000000 Penalty: 5073.927734
	Iteration 4Q: 3 clusters Score -2204117 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2204994.500000 Penalty: 5073.927734
	Iteration 5F: 3 clusters Score -2204994 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2206101.000000 Penalty: 5073.927734
	Iteration 6F: 3 clusters Score -2206101 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2207350.750000 Penalty: 5073.927734
	Iteration 7F: 3 clusters Score -2207351 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2208657.250000 Penalty: 5073.927734
	Iteration 8F: 3 clusters Score -2208657 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2209902.750000 Penalty: 5073.927734
	Iteration 9F: 3 clusters Score -2209903 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2210775.250000 Penalty: 5073.927734
	Iteration 10Q: 3 clusters Score -2210775 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2211279.000000 Penalty: 5073.927734
	Iteration 11Q: 3 clusters Score -2211279 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2211600.750000 Penalty: 5073.927734
	Iteration 12Q: 3 clusters Score -2211601 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2211789.750000 Penalty: 5073.927734
	Iteration 13Q: 3 clusters Score -2211790 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2211902.500000 Penalty: 5073.927734
	Iteration 14Q: 3 clusters Score -2211902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2211965.750000 Penalty: 5073.927734
	Iteration 15Q: 3 clusters Score -2211966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2212013.500000 Penalty: 5073.927734
	Iteration 16Q: 3 clusters Score -2212014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2212055.250000 Penalty: 5073.927734
	Iteration 17Q: 3 clusters Score -2212055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2212087.250000 Penalty: 5073.927734
	Iteration 18Q: 3 clusters Score -2212087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2212117.000000 Penalty: 5073.927734
	Iteration 19Q: 3 clusters Score -2212117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2212150.250000 Penalty: 5073.927734
	Iteration 20F: 3 clusters Score -2212150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2212172.250000 Penalty: 5073.927734
	Iteration 21Q: 3 clusters Score -2212172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2212187.000000 Penalty: 5073.927734
	Iteration 22Q: 3 clusters Score -2212187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2212200.250000 Penalty: 5073.927734
	Iteration 23Q: 3 clusters Score -2212200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2212202.250000 Penalty: 5073.927734
	Iteration 24Q: 3 clusters Score -2212202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2212208.500000 Penalty: 5073.927734
	Iteration 25Q: 3 clusters Score -2212208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2212211.500000 Penalty: 5073.927734
	Iteration 26Q: 3 clusters Score -2212212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2212214.750000 Penalty: 5073.927734
	Iteration 27Q: 3 clusters Score -2212215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2212216.250000 Penalty: 5073.927734
	Iteration 28Q: 3 clusters Score -2212216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2212218.500000 Penalty: 5073.927734
	Iteration 29Q: 3 clusters Score -2212218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2212219.250000 Penalty: 5073.927734
	Iteration 30Q: 3 clusters Score -2212219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2212220.750000 Penalty: 5073.927734
	Iteration 31Q: 3 clusters Score -2212221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2212220.250000 Penalty: 5073.927734
	Iteration 32Q: 3 clusters Score -2212220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2212221.250000 Penalty: 5073.927734
	Iteration 33Q: 3 clusters Score -2212221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2212221.250000 Penalty: 5073.927734
	Iteration 34F: 3 clusters Score -2212221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Entering Unmasked Estep 
Score: -601149.375000 Penalty: 2215.188721
	Iteration 0F: 2 clusters Score -601149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -594959.562500 Penalty: 4430.377441
	Iteration 0F: 3 clusters Score -594959.6 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -596603.250000 Penalty: 4430.377441
	Iteration 1F: 3 clusters Score -596603.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -596886.625000 Penalty: 4430.377441
	Iteration 2F: 3 clusters Score -596886.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -597102.437500 Penalty: 4430.377441
	Iteration 3F: 3 clusters Score -597102.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -597272.625000 Penalty: 4430.377441
	Iteration 4Q: 3 clusters Score -597272.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -597410.187500 Penalty: 4430.377441
	Iteration 5Q: 3 clusters Score -597410.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -597520.062500 Penalty: 4430.377441
	Iteration 6Q: 3 clusters Score -597520.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -597637.750000 Penalty: 4430.377441
	Iteration 7Q: 3 clusters Score -597637.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -597769.437500 Penalty: 4430.377441
	Iteration 8Q: 3 clusters Score -597769.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -597912.750000 Penalty: 4430.377441
	Iteration 9Q: 3 clusters Score -597912.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -598045.187500 Penalty: 4430.377441
	Iteration 10Q: 3 clusters Score -598045.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -598168.937500 Penalty: 4430.377441
	Iteration 11Q: 3 clusters Score -598168.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -598252.937500 Penalty: 4430.377441
	Iteration 12Q: 3 clusters Score -598252.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -598321.437500 Penalty: 4430.377441
	Iteration 13Q: 3 clusters Score -598321.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -598377.187500 Penalty: 4430.377441
	Iteration 14Q: 3 clusters Score -598377.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -598431.250000 Penalty: 4430.377441
	Iteration 15Q: 3 clusters Score -598431.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -598472.312500 Penalty: 4430.377441
	Iteration 16Q: 3 clusters Score -598472.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -598504.750000 Penalty: 4430.377441
	Iteration 17Q: 3 clusters Score -598504.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -598527.812500 Penalty: 4430.377441
	Iteration 18Q: 3 clusters Score -598527.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -598554.500000 Penalty: 4430.377441
	Iteration 19Q: 3 clusters Score -598554.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -598575.437500 Penalty: 4430.377441
	Iteration 20F: 3 clusters Score -598575.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -598594.000000 Penalty: 4430.377441
	Iteration 21Q: 3 clusters Score -598594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -598608.062500 Penalty: 4430.377441
	Iteration 22Q: 3 clusters Score -598608.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -598620.250000 Penalty: 4430.377441
	Iteration 23Q: 3 clusters Score -598620.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -598629.312500 Penalty: 4430.377441
	Iteration 24Q: 3 clusters Score -598629.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -598637.000000 Penalty: 4430.377441
	Iteration 25Q: 3 clusters Score -598637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -598646.000000 Penalty: 4430.377441
	Iteration 26Q: 3 clusters Score -598646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -598654.000000 Penalty: 4430.377441
	Iteration 27Q: 3 clusters Score -598654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -598658.062500 Penalty: 4430.377441
	Iteration 28Q: 3 clusters Score -598658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -598662.312500 Penalty: 4430.377441
	Iteration 29Q: 3 clusters Score -598662.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -598666.187500 Penalty: 4430.377441
	Iteration 30Q: 3 clusters Score -598666.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -598673.750000 Penalty: 4430.377441
	Iteration 31Q: 3 clusters Score -598673.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -598681.875000 Penalty: 4430.377441
	Iteration 32Q: 3 clusters Score -598681.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -598691.250000 Penalty: 4430.377441
	Iteration 33Q: 3 clusters Score -598691.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -598700.062500 Penalty: 4430.377441
	Iteration 34Q: 3 clusters Score -598700.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -598715.312500 Penalty: 4430.377441
	Iteration 35Q: 3 clusters Score -598715.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -598728.687500 Penalty: 4430.377441
	Iteration 36Q: 3 clusters Score -598728.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -598737.875000 Penalty: 4430.377441
	Iteration 37Q: 3 clusters Score -598737.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -598745.625000 Penalty: 4430.377441
	Iteration 38Q: 3 clusters Score -598745.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -598754.875000 Penalty: 4430.377441
	Iteration 39Q: 3 clusters Score -598754.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -598765.625000 Penalty: 4430.377441
	Iteration 40F: 3 clusters Score -598765.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -598775.062500 Penalty: 4430.377441
	Iteration 41Q: 3 clusters Score -598775.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -598782.312500 Penalty: 4430.377441
	Iteration 42Q: 3 clusters Score -598782.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -598792.625000 Penalty: 4430.377441
	Iteration 43Q: 3 clusters Score -598792.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -598799.937500 Penalty: 4430.377441
	Iteration 44Q: 3 clusters Score -598799.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -598806.375000 Penalty: 4430.377441
	Iteration 45Q: 3 clusters Score -598806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -598815.750000 Penalty: 4430.377441
	Iteration 46Q: 3 clusters Score -598815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -598822.375000 Penalty: 4430.377441
	Iteration 47Q: 3 clusters Score -598822.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -598828.875000 Penalty: 4430.377441
	Iteration 48Q: 3 clusters Score -598828.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -598836.187500 Penalty: 4430.377441
	Iteration 49Q: 3 clusters Score -598836.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -598840.250000 Penalty: 4430.377441
	Iteration 50Q: 3 clusters Score -598840.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -598848.750000 Penalty: 4430.377441
	Iteration 51Q: 3 clusters Score -598848.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -598856.000000 Penalty: 4430.377441
	Iteration 52Q: 3 clusters Score -598856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -598863.437500 Penalty: 4430.377441
	Iteration 53Q: 3 clusters Score -598863.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -598869.437500 Penalty: 4430.377441
	Iteration 54Q: 3 clusters Score -598869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -598873.000000 Penalty: 4430.377441
	Iteration 55Q: 3 clusters Score -598873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -598875.125000 Penalty: 4430.377441
	Iteration 56Q: 3 clusters Score -598875.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -598878.125000 Penalty: 4430.377441
	Iteration 57Q: 3 clusters Score -598878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -598880.625000 Penalty: 4430.377441
	Iteration 58Q: 3 clusters Score -598880.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -598886.687500 Penalty: 4430.377441
	Iteration 59Q: 3 clusters Score -598886.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -598893.437500 Penalty: 4430.377441
	Iteration 60F: 3 clusters Score -598893.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -598898.000000 Penalty: 4430.377441
	Iteration 61Q: 3 clusters Score -598898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -598905.187500 Penalty: 4430.377441
	Iteration 62Q: 3 clusters Score -598905.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -598911.437500 Penalty: 4430.377441
	Iteration 63Q: 3 clusters Score -598911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -598919.812500 Penalty: 4430.377441
	Iteration 64Q: 3 clusters Score -598919.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -598931.125000 Penalty: 4430.377441
	Iteration 65Q: 3 clusters Score -598931.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -598937.312500 Penalty: 4430.377441
	Iteration 66Q: 3 clusters Score -598937.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -598945.687500 Penalty: 4430.377441
	Iteration 67Q: 3 clusters Score -598945.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -598948.687500 Penalty: 4430.377441
	Iteration 68Q: 3 clusters Score -598948.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -598952.687500 Penalty: 4430.377441
	Iteration 69Q: 3 clusters Score -598952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -598958.187500 Penalty: 4430.377441
	Iteration 70Q: 3 clusters Score -598958.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -598960.875000 Penalty: 4430.377441
	Iteration 71Q: 3 clusters Score -598960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -598964.937500 Penalty: 4430.377441
	Iteration 72Q: 3 clusters Score -598964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -598967.437500 Penalty: 4430.377441
	Iteration 73Q: 3 clusters Score -598967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -598971.687500 Penalty: 4430.377441
	Iteration 74Q: 3 clusters Score -598971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -598974.062500 Penalty: 4430.377441
	Iteration 75Q: 3 clusters Score -598974.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -598976.375000 Penalty: 4430.377441
	Iteration 76Q: 3 clusters Score -598976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -598979.437500 Penalty: 4430.377441
	Iteration 77Q: 3 clusters Score -598979.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -598984.875000 Penalty: 4430.377441
	Iteration 78Q: 3 clusters Score -598984.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -598989.375000 Penalty: 4430.377441
	Iteration 79Q: 3 clusters Score -598989.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -598995.625000 Penalty: 4430.377441
	Iteration 80F: 3 clusters Score -598995.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -599003.437500 Penalty: 4430.377441
	Iteration 81Q: 3 clusters Score -599003.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -599013.812500 Penalty: 4430.377441
	Iteration 82Q: 3 clusters Score -599013.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -599026.187500 Penalty: 4430.377441
	Iteration 83Q: 3 clusters Score -599026.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -599036.062500 Penalty: 4430.377441
	Iteration 84Q: 3 clusters Score -599036.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -599047.187500 Penalty: 4430.377441
	Iteration 85Q: 3 clusters Score -599047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -599051.937500 Penalty: 4430.377441
	Iteration 86Q: 3 clusters Score -599051.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -599060.562500 Penalty: 4430.377441
	Iteration 87Q: 3 clusters Score -599060.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -599068.625000 Penalty: 4430.377441
	Iteration 88Q: 3 clusters Score -599068.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -599076.625000 Penalty: 4430.377441
	Iteration 89Q: 3 clusters Score -599076.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -599082.562500 Penalty: 4430.377441
	Iteration 90Q: 3 clusters Score -599082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -599087.375000 Penalty: 4430.377441
	Iteration 91Q: 3 clusters Score -599087.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -599088.750000 Penalty: 4430.377441
	Iteration 92Q: 3 clusters Score -599088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -599093.812500 Penalty: 4430.377441
	Iteration 93Q: 3 clusters Score -599093.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -599103.375000 Penalty: 4430.377441
	Iteration 94Q: 3 clusters Score -599103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -599108.375000 Penalty: 4430.377441
	Iteration 95Q: 3 clusters Score -599108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -599110.875000 Penalty: 4430.377441
	Iteration 96Q: 3 clusters Score -599110.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -599115.625000 Penalty: 4430.377441
	Iteration 97Q: 3 clusters Score -599115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -599118.375000 Penalty: 4430.377441
	Iteration 98Q: 3 clusters Score -599118.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -599121.437500 Penalty: 4430.377441
	Iteration 99Q: 3 clusters Score -599121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -599123.187500 Penalty: 4430.377441
	Iteration 100F: 3 clusters Score -599123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -599127.625000 Penalty: 4430.377441
	Iteration 101Q: 3 clusters Score -599127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -599130.625000 Penalty: 4430.377441
	Iteration 102Q: 3 clusters Score -599130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -599133.937500 Penalty: 4430.377441
	Iteration 103Q: 3 clusters Score -599133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -599135.062500 Penalty: 4430.377441
	Iteration 104Q: 3 clusters Score -599135.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -599139.062500 Penalty: 4430.377441
	Iteration 105Q: 3 clusters Score -599139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -599139.187500 Penalty: 4430.377441
	Iteration 106Q: 3 clusters Score -599139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -599142.250000 Penalty: 4430.377441
	Iteration 107Q: 3 clusters Score -599142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -599145.812500 Penalty: 4430.377441
	Iteration 108Q: 3 clusters Score -599145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -599151.125000 Penalty: 4430.377441
	Iteration 109Q: 3 clusters Score -599151.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -599156.062500 Penalty: 4430.377441
	Iteration 110Q: 3 clusters Score -599156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -599158.750000 Penalty: 4430.377441
	Iteration 111Q: 3 clusters Score -599158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -599161.937500 Penalty: 4430.377441
	Iteration 112Q: 3 clusters Score -599161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -599166.187500 Penalty: 4430.377441
	Iteration 113Q: 3 clusters Score -599166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -599168.375000 Penalty: 4430.377441
	Iteration 114Q: 3 clusters Score -599168.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -599170.062500 Penalty: 4430.377441
	Iteration 115Q: 3 clusters Score -599170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -599173.312500 Penalty: 4430.377441
	Iteration 116Q: 3 clusters Score -599173.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -599178.312500 Penalty: 4430.377441
	Iteration 117Q: 3 clusters Score -599178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -599179.687500 Penalty: 4430.377441
	Iteration 118Q: 3 clusters Score -599179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -599180.250000 Penalty: 4430.377441
	Iteration 119Q: 3 clusters Score -599180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -599181.625000 Penalty: 4430.377441
	Iteration 120F: 3 clusters Score -599181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -599182.500000 Penalty: 4430.377441
	Iteration 121Q: 3 clusters Score -599182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -599183.875000 Penalty: 4430.377441
	Iteration 122Q: 3 clusters Score -599183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -599185.187500 Penalty: 4430.377441
	Iteration 123Q: 3 clusters Score -599185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -599185.437500 Penalty: 4430.377441
	Iteration 124Q: 3 clusters Score -599185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -599185.437500 Penalty: 4430.377441
	Iteration 125F: 3 clusters Score -599185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Entering Unmasked Estep 
Score: -8265526.000000 Penalty: 2856.819580
	Iteration 0F: 2 clusters Score -8265526 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 50241 members 
Entering Unmasked Estep 
Score: -8198044.500000 Penalty: 5713.639160
	Iteration 0F: 3 clusters Score -8198044 nChanged 47729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -8225559.000000 Penalty: 5713.639160
	Iteration 1F: 3 clusters Score -8225559 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -8226376.500000 Penalty: 5713.639160
	Iteration 2Q: 3 clusters Score -8226376 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -8227515.500000 Penalty: 5713.639160
	Iteration 3Q: 3 clusters Score -8227516 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8229191.000000 Penalty: 5713.639160
	Iteration 4Q: 3 clusters Score -8229191 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8231383.000000 Penalty: 5713.639160
	Iteration 5Q: 3 clusters Score -8231383 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -8234037.500000 Penalty: 5713.639160
	Iteration 6Q: 3 clusters Score -8234038 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8237170.000000 Penalty: 5713.639160
	Iteration 7F: 3 clusters Score -8237170 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -8240682.500000 Penalty: 5713.639160
	Iteration 8F: 3 clusters Score -8240682 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -8244601.000000 Penalty: 5713.639160
	Iteration 9F: 3 clusters Score -8244601 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8248394.500000 Penalty: 5713.639160
	Iteration 10F: 3 clusters Score -8248394 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8251375.500000 Penalty: 5713.639160
	Iteration 11Q: 3 clusters Score -8251376 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -8253205.000000 Penalty: 5713.639160
	Iteration 12Q: 3 clusters Score -8253205 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -8254356.500000 Penalty: 5713.639160
	Iteration 13Q: 3 clusters Score -8254356 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -8255203.500000 Penalty: 5713.639160
	Iteration 14Q: 3 clusters Score -8255204 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -8255895.000000 Penalty: 5713.639160
	Iteration 15Q: 3 clusters Score -8255895 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -8256677.000000 Penalty: 5713.639160
	Iteration 16Q: 3 clusters Score -8256677 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8257433.000000 Penalty: 5713.639160
	Iteration 17Q: 3 clusters Score -8257433 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -8258235.000000 Penalty: 5713.639160
	Iteration 18Q: 3 clusters Score -8258235 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -8258972.500000 Penalty: 5713.639160
	Iteration 19Q: 3 clusters Score -8258972 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -8259697.000000 Penalty: 5713.639160
	Iteration 20F: 3 clusters Score -8259697 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8260343.500000 Penalty: 5713.639160
	Iteration 21Q: 3 clusters Score -8260344 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96325 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8260896.000000 Penalty: 5713.639160
	Iteration 22Q: 3 clusters Score -8260896 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8261387.500000 Penalty: 5713.639160
	Iteration 23Q: 3 clusters Score -8261388 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8261835.500000 Penalty: 5713.639160
	Iteration 24Q: 3 clusters Score -8261836 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8262171.000000 Penalty: 5713.639160
	Iteration 25Q: 3 clusters Score -8262171 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8262362.500000 Penalty: 5713.639160
	Iteration 26Q: 3 clusters Score -8262362 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8262551.500000 Penalty: 5713.639160
	Iteration 27Q: 3 clusters Score -8262552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8262701.500000 Penalty: 5713.639160
	Iteration 28Q: 3 clusters Score -8262702 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8262791.000000 Penalty: 5713.639160
	Iteration 29Q: 3 clusters Score -8262791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8262839.500000 Penalty: 5713.639160
	Iteration 30Q: 3 clusters Score -8262840 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8262878.000000 Penalty: 5713.639160
	Iteration 31Q: 3 clusters Score -8262878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99759 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8262900.500000 Penalty: 5713.639160
	Iteration 32Q: 3 clusters Score -8262900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8262925.000000 Penalty: 5713.639160
	Iteration 33Q: 3 clusters Score -8262925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8262950.500000 Penalty: 5713.639160
	Iteration 34Q: 3 clusters Score -8262950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8262967.000000 Penalty: 5713.639160
	Iteration 35Q: 3 clusters Score -8262967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8262997.500000 Penalty: 5713.639160
	Iteration 36Q: 3 clusters Score -8262998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8263004.000000 Penalty: 5713.639160
	Iteration 37Q: 3 clusters Score -8263004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8263024.500000 Penalty: 5713.639160
	Iteration 38Q: 3 clusters Score -8263024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8263041.000000 Penalty: 5713.639160
	Iteration 39Q: 3 clusters Score -8263041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8263054.000000 Penalty: 5713.639160
	Iteration 40F: 3 clusters Score -8263054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8263057.000000 Penalty: 5713.639160
	Iteration 41Q: 3 clusters Score -8263057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8263061.000000 Penalty: 5713.639160
	Iteration 42Q: 3 clusters Score -8263061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8263066.000000 Penalty: 5713.639160
	Iteration 43Q: 3 clusters Score -8263066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8263077.500000 Penalty: 5713.639160
	Iteration 44Q: 3 clusters Score -8263078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8263079.500000 Penalty: 5713.639160
	Iteration 45Q: 3 clusters Score -8263080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8263079.500000 Penalty: 5713.639160
	Iteration 46Q: 3 clusters Score -8263080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100012 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8263081.500000 Penalty: 5713.639160
	Iteration 47Q: 3 clusters Score -8263082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8263073.000000 Penalty: 5713.639160
	Iteration 48Q: 3 clusters Score -8263073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8263078.500000 Penalty: 5713.639160
	Iteration 49Q: 3 clusters Score -8263078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8263084.000000 Penalty: 5713.639160
	Iteration 50Q: 3 clusters Score -8263084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8263084.000000 Penalty: 5713.639160
	Iteration 51F: 3 clusters Score -8263084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Entering Unmasked Estep 
Score: -13108936.000000 Penalty: 2972.987793
	Iteration 0F: 2 clusters Score -1.310894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -13001454.000000 Penalty: 5945.975586
	Iteration 0F: 3 clusters Score -1.300145e+07 nChanged 76702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -13045504.000000 Penalty: 5945.975586
	Iteration 1F: 3 clusters Score -1.30455e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -13046692.000000 Penalty: 5945.975586
	Iteration 2Q: 3 clusters Score -1.304669e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -13048097.000000 Penalty: 5945.975586
	Iteration 3Q: 3 clusters Score -1.30481e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -13050702.000000 Penalty: 5945.975586
	Iteration 4Q: 3 clusters Score -1.30507e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106065 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -13055772.000000 Penalty: 5945.975586
	Iteration 5F: 3 clusters Score -1.305577e+07 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -13065320.000000 Penalty: 5945.975586
	Iteration 6F: 3 clusters Score -1.306532e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -13079384.000000 Penalty: 5945.975586
	Iteration 7F: 3 clusters Score -1.307938e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -13093235.000000 Penalty: 5945.975586
	Iteration 8F: 3 clusters Score -1.309324e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154329 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -13101294.000000 Penalty: 5945.975586
	Iteration 9Q: 3 clusters Score -1.310129e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -13104579.000000 Penalty: 5945.975586
	Iteration 10Q: 3 clusters Score -1.310458e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13105666.000000 Penalty: 5945.975586
	Iteration 11Q: 3 clusters Score -1.310567e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159103 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -13106121.000000 Penalty: 5945.975586
	Iteration 12Q: 3 clusters Score -1.310612e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13106290.000000 Penalty: 5945.975586
	Iteration 13Q: 3 clusters Score -1.310629e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -13106402.000000 Penalty: 5945.975586
	Iteration 14Q: 3 clusters Score -1.31064e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -13106453.000000 Penalty: 5945.975586
	Iteration 15Q: 3 clusters Score -1.310645e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13106472.000000 Penalty: 5945.975586
	Iteration 16Q: 3 clusters Score -1.310647e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159468 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -13106481.000000 Penalty: 5945.975586
	Iteration 17Q: 3 clusters Score -1.310648e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13106509.000000 Penalty: 5945.975586
	Iteration 18Q: 3 clusters Score -1.310651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13106514.000000 Penalty: 5945.975586
	Iteration 19Q: 3 clusters Score -1.310651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13106537.000000 Penalty: 5945.975586
	Iteration 20F: 3 clusters Score -1.310654e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -13106536.000000 Penalty: 5945.975586
	Iteration 21Q: 3 clusters Score -1.310654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159591 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13106571.000000 Penalty: 5945.975586
	Iteration 22Q: 3 clusters Score -1.310657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159603 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13106581.000000 Penalty: 5945.975586
	Iteration 23Q: 3 clusters Score -1.310658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13106566.000000 Penalty: 5945.975586
	Iteration 24Q: 3 clusters Score -1.310657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13106583.000000 Penalty: 5945.975586
	Iteration 25Q: 3 clusters Score -1.310658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -13106584.000000 Penalty: 5945.975586
	Iteration 26Q: 3 clusters Score -1.310658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13106587.000000 Penalty: 5945.975586
	Iteration 27Q: 3 clusters Score -1.310659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13106588.000000 Penalty: 5945.975586
	Iteration 28Q: 3 clusters Score -1.310659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13106591.000000 Penalty: 5945.975586
	Iteration 29Q: 3 clusters Score -1.310659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13106591.000000 Penalty: 5945.975586
	Iteration 30Q: 3 clusters Score -1.310659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13106578.000000 Penalty: 5945.975586
	Iteration 31Q: 3 clusters Score -1.310658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13106586.000000 Penalty: 5945.975586
	Iteration 32Q: 3 clusters Score -1.310659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13106590.000000 Penalty: 5945.975586
	Iteration 33Q: 3 clusters Score -1.310659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13106593.000000 Penalty: 5945.975586
	Iteration 34Q: 3 clusters Score -1.310659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13106588.000000 Penalty: 5945.975586
	Iteration 35Q: 3 clusters Score -1.310659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13106582.000000 Penalty: 5945.975586
	Iteration 36Q: 3 clusters Score -1.310658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -13106581.000000 Penalty: 5945.975586
	Iteration 37Q: 3 clusters Score -1.310658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13106590.000000 Penalty: 5945.975586
	Iteration 38Q: 3 clusters Score -1.310659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13106590.000000 Penalty: 5945.975586
	Iteration 39F: 3 clusters Score -1.310659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -296063.000000 Penalty: 2054.431885
	Iteration 0F: 2 clusters Score -296063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -292203.531250 Penalty: 4108.863770
	Iteration 0F: 3 clusters Score -292203.5 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -293093.593750 Penalty: 4108.863770
	Iteration 1F: 3 clusters Score -293093.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -293331.062500 Penalty: 4108.863770
	Iteration 2F: 3 clusters Score -293331.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -293474.843750 Penalty: 4108.863770
	Iteration 3F: 3 clusters Score -293474.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -293574.781250 Penalty: 4108.863770
	Iteration 4Q: 3 clusters Score -293574.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -293686.125000 Penalty: 4108.863770
	Iteration 5Q: 3 clusters Score -293686.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -293799.468750 Penalty: 4108.863770
	Iteration 6Q: 3 clusters Score -293799.5 nChanged 141
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: -293914.031250 Penalty: 4108.863770
	Iteration 7Q: 3 clusters Score -293914 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -294073.656250 Penalty: 4108.863770
	Iteration 8Q: 3 clusters Score -294073.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -294290.593750 Penalty: 4108.863770
	Iteration 9Q: 3 clusters Score -294290.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -294525.843750 Penalty: 4108.863770
	Iteration 10Q: 3 clusters Score -294525.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -294722.125000 Penalty: 4108.863770
	Iteration 11Q: 3 clusters Score -294722.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -294890.562500 Penalty: 4108.863770
	Iteration 12Q: 3 clusters Score -294890.6 nChanged 127
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: -295036.218750 Penalty: 4108.863770
	Iteration 13Q: 3 clusters Score -295036.2 nChanged 101
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: -295137.593750 Penalty: 4108.863770
	Iteration 14Q: 3 clusters Score -295137.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -295201.343750 Penalty: 4108.863770
	Iteration 15Q: 3 clusters Score -295201.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -295256.968750 Penalty: 4108.863770
	Iteration 16Q: 3 clusters Score -295257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -295292.156250 Penalty: 4108.863770
	Iteration 17Q: 3 clusters Score -295292.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -295321.843750 Penalty: 4108.863770
	Iteration 18Q: 3 clusters Score -295321.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -295346.125000 Penalty: 4108.863770
	Iteration 19Q: 3 clusters Score -295346.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -295366.562500 Penalty: 4108.863770
	Iteration 20F: 3 clusters Score -295366.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -295388.718750 Penalty: 4108.863770
	Iteration 21Q: 3 clusters Score -295388.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -295406.125000 Penalty: 4108.863770
	Iteration 22Q: 3 clusters Score -295406.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -295419.687500 Penalty: 4108.863770
	Iteration 23Q: 3 clusters Score -295419.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -295433.812500 Penalty: 4108.863770
	Iteration 24Q: 3 clusters Score -295433.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -295448.250000 Penalty: 4108.863770
	Iteration 25Q: 3 clusters Score -295448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -295461.500000 Penalty: 4108.863770
	Iteration 26Q: 3 clusters Score -295461.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -295481.781250 Penalty: 4108.863770
	Iteration 27Q: 3 clusters Score -295481.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -295510.687500 Penalty: 4108.863770
	Iteration 28Q: 3 clusters Score -295510.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -295549.156250 Penalty: 4108.863770
	Iteration 29Q: 3 clusters Score -295549.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -295594.812500 Penalty: 4108.863770
	Iteration 30Q: 3 clusters Score -295594.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -295650.781250 Penalty: 4108.863770
	Iteration 31Q: 3 clusters Score -295650.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -295714.187500 Penalty: 4108.863770
	Iteration 32Q: 3 clusters Score -295714.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -295787.218750 Penalty: 4108.863770
	Iteration 33Q: 3 clusters Score -295787.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -295870.156250 Penalty: 4108.863770
	Iteration 34Q: 3 clusters Score -295870.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -295964.343750 Penalty: 4108.863770
	Iteration 35Q: 3 clusters Score -295964.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296044.593750 Penalty: 4108.863770
	Iteration 36Q: 3 clusters Score -296044.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -296076.125000 Penalty: 4108.863770
	Iteration 37Q: 3 clusters Score -296076.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -296087.625000 Penalty: 4108.863770
	Iteration 38Q: 3 clusters Score -296087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296090.125000 Penalty: 4108.863770
	Iteration 39Q: 3 clusters Score -296090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -296090.125000 Penalty: 4108.863770
	Iteration 40F: 3 clusters Score -296090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 15466 members 
Mstep: Class 3 contains 20469 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 240268 members 
Mstep: Class 6 contains 29869 members 
Mstep: Class 7 contains 40426 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 52670 members 
Mstep: Class 11 contains 851744 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21457 members 
Mstep: Class 14 contains 38085 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 17 contains 100653 members 
Mstep: Class 18 contains 160790 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30809 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 4608 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29580 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12007 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5244 members 
Mstep: Class 32 contains 36568 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 961 members 
Entering Unmasked Estep 
Score: -142784848.000000 Penalty: 121549.570312
Splitting cluster 19 changes total score from -142786128.000000 to -142784848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Entering Unmasked Estep 
Score: -319438.718750 Penalty: 2068.077637
	Iteration 0F: 2 clusters Score -319438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -315437.750000 Penalty: 4136.155273
	Iteration 0F: 3 clusters Score -315437.8 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -316377.687500 Penalty: 4136.155273
	Iteration 1F: 3 clusters Score -316377.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -316626.750000 Penalty: 4136.155273
	Iteration 2F: 3 clusters Score -316626.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -316798.906250 Penalty: 4136.155273
	Iteration 3F: 3 clusters Score -316798.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -316978.937500 Penalty: 4136.155273
	Iteration 4Q: 3 clusters Score -316978.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -317158.031250 Penalty: 4136.155273
	Iteration 5Q: 3 clusters Score -317158 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -317333.093750 Penalty: 4136.155273
	Iteration 6Q: 3 clusters Score -317333.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -317498.593750 Penalty: 4136.155273
	Iteration 7Q: 3 clusters Score -317498.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -317629.218750 Penalty: 4136.155273
	Iteration 8Q: 3 clusters Score -317629.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -317744.343750 Penalty: 4136.155273
	Iteration 9Q: 3 clusters Score -317744.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -317829.718750 Penalty: 4136.155273
	Iteration 10Q: 3 clusters Score -317829.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -317898.125000 Penalty: 4136.155273
	Iteration 11Q: 3 clusters Score -317898.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -317941.406250 Penalty: 4136.155273
	Iteration 12Q: 3 clusters Score -317941.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -317968.062500 Penalty: 4136.155273
	Iteration 13Q: 3 clusters Score -317968.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -317990.750000 Penalty: 4136.155273
	Iteration 14Q: 3 clusters Score -317990.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -318006.843750 Penalty: 4136.155273
	Iteration 15Q: 3 clusters Score -318006.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318020.531250 Penalty: 4136.155273
	Iteration 16Q: 3 clusters Score -318020.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -318030.937500 Penalty: 4136.155273
	Iteration 17Q: 3 clusters Score -318030.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -318037.781250 Penalty: 4136.155273
	Iteration 18Q: 3 clusters Score -318037.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -318042.718750 Penalty: 4136.155273
	Iteration 19Q: 3 clusters Score -318042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -318048.031250 Penalty: 4136.155273
	Iteration 20F: 3 clusters Score -318048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -318052.375000 Penalty: 4136.155273
	Iteration 21Q: 3 clusters Score -318052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -318054.656250 Penalty: 4136.155273
	Iteration 22Q: 3 clusters Score -318054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -318056.031250 Penalty: 4136.155273
	Iteration 23Q: 3 clusters Score -318056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -318057.593750 Penalty: 4136.155273
	Iteration 24Q: 3 clusters Score -318057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -318058.531250 Penalty: 4136.155273
	Iteration 25Q: 3 clusters Score -318058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -318058.500000 Penalty: 4136.155273
	Iteration 26Q: 3 clusters Score -318058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -318058.656250 Penalty: 4136.155273
	Iteration 27Q: 3 clusters Score -318058.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -318058.656250 Penalty: 4136.155273
	Iteration 28F: 3 clusters Score -318058.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -204150.109375 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -204150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -201096.312500 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -201096.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -201698.640625 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -201698.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -201849.656250 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -201849.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -201956.421875 Penalty: 3921.281982
	Iteration 3F: 3 clusters Score -201956.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -202055.843750 Penalty: 3921.281982
	Iteration 4Q: 3 clusters Score -202055.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -202162.328125 Penalty: 3921.281982
	Iteration 5Q: 3 clusters Score -202162.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -202251.375000 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -202251.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -202358.343750 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -202358.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -202476.578125 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -202476.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -202583.765625 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -202583.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -202684.078125 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -202684.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -202766.546875 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -202766.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -202860.265625 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -202860.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -202927.984375 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -202928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -202989.312500 Penalty: 3921.281982
	Iteration 14Q: 3 clusters Score -202989.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -203043.953125 Penalty: 3921.281982
	Iteration 15Q: 3 clusters Score -203044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -203092.890625 Penalty: 3921.281982
	Iteration 16Q: 3 clusters Score -203092.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -203150.031250 Penalty: 3921.281982
	Iteration 17Q: 3 clusters Score -203150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -203206.078125 Penalty: 3921.281982
	Iteration 18Q: 3 clusters Score -203206.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -203277.281250 Penalty: 3921.281982
	Iteration 19Q: 3 clusters Score -203277.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -203339.578125 Penalty: 3921.281982
	Iteration 20F: 3 clusters Score -203339.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -203393.890625 Penalty: 3921.281982
	Iteration 21Q: 3 clusters Score -203393.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -203442.281250 Penalty: 3921.281982
	Iteration 22Q: 3 clusters Score -203442.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -203473.500000 Penalty: 3921.281982
	Iteration 23Q: 3 clusters Score -203473.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -203488.953125 Penalty: 3921.281982
	Iteration 24Q: 3 clusters Score -203489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -203497.875000 Penalty: 3921.281982
	Iteration 25Q: 3 clusters Score -203497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -203502.062500 Penalty: 3921.281982
	Iteration 26Q: 3 clusters Score -203502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203502.750000 Penalty: 3921.281982
	Iteration 27Q: 3 clusters Score -203502.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203502.750000 Penalty: 3921.281982
	Iteration 28F: 3 clusters Score -203502.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Entering Unmasked Estep 
Score: -2239715.250000 Penalty: 2563.219238
	Iteration 0F: 2 clusters Score -2239715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2218693.250000 Penalty: 5126.438477
	Iteration 0F: 3 clusters Score -2218693 nChanged 13844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2226423.500000 Penalty: 5126.438477
	Iteration 1F: 3 clusters Score -2226424 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2227256.750000 Penalty: 5126.438477
	Iteration 2F: 3 clusters Score -2227257 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2228087.750000 Penalty: 5126.438477
	Iteration 3F: 3 clusters Score -2228088 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2229034.500000 Penalty: 5126.438477
	Iteration 4F: 3 clusters Score -2229034 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2230124.000000 Penalty: 5126.438477
	Iteration 5F: 3 clusters Score -2230124 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2231405.500000 Penalty: 5126.438477
	Iteration 6F: 3 clusters Score -2231406 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2232749.500000 Penalty: 5126.438477
	Iteration 7F: 3 clusters Score -2232750 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2233914.000000 Penalty: 5126.438477
	Iteration 8F: 3 clusters Score -2233914 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2234754.750000 Penalty: 5126.438477
	Iteration 9Q: 3 clusters Score -2234755 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2235298.750000 Penalty: 5126.438477
	Iteration 10Q: 3 clusters Score -2235299 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2235632.750000 Penalty: 5126.438477
	Iteration 11Q: 3 clusters Score -2235633 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2235835.000000 Penalty: 5126.438477
	Iteration 12Q: 3 clusters Score -2235835 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2235937.750000 Penalty: 5126.438477
	Iteration 13Q: 3 clusters Score -2235938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2236039.500000 Penalty: 5126.438477
	Iteration 14Q: 3 clusters Score -2236040 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2236093.000000 Penalty: 5126.438477
	Iteration 15Q: 3 clusters Score -2236093 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2236121.750000 Penalty: 5126.438477
	Iteration 16Q: 3 clusters Score -2236122 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2236162.750000 Penalty: 5126.438477
	Iteration 17Q: 3 clusters Score -2236163 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2236185.250000 Penalty: 5126.438477
	Iteration 18Q: 3 clusters Score -2236185 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2236221.500000 Penalty: 5126.438477
	Iteration 19Q: 3 clusters Score -2236222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2236246.250000 Penalty: 5126.438477
	Iteration 20F: 3 clusters Score -2236246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2236263.500000 Penalty: 5126.438477
	Iteration 21Q: 3 clusters Score -2236264 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2236286.250000 Penalty: 5126.438477
	Iteration 22Q: 3 clusters Score -2236286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2236304.250000 Penalty: 5126.438477
	Iteration 23Q: 3 clusters Score -2236304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2236314.000000 Penalty: 5126.438477
	Iteration 24Q: 3 clusters Score -2236314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2236324.750000 Penalty: 5126.438477
	Iteration 25Q: 3 clusters Score -2236325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2236338.250000 Penalty: 5126.438477
	Iteration 26Q: 3 clusters Score -2236338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2236352.250000 Penalty: 5126.438477
	Iteration 27Q: 3 clusters Score -2236352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2236356.500000 Penalty: 5126.438477
	Iteration 28Q: 3 clusters Score -2236356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2236364.750000 Penalty: 5126.438477
	Iteration 29Q: 3 clusters Score -2236365 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2236378.500000 Penalty: 5126.438477
	Iteration 30Q: 3 clusters Score -2236378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2236382.250000 Penalty: 5126.438477
	Iteration 31Q: 3 clusters Score -2236382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2236384.000000 Penalty: 5126.438477
	Iteration 32Q: 3 clusters Score -2236384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2236385.000000 Penalty: 5126.438477
	Iteration 33Q: 3 clusters Score -2236385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2236389.250000 Penalty: 5126.438477
	Iteration 34Q: 3 clusters Score -2236389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2236396.000000 Penalty: 5126.438477
	Iteration 35Q: 3 clusters Score -2236396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2236389.750000 Penalty: 5126.438477
	Iteration 36Q: 3 clusters Score -2236390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2236401.000000 Penalty: 5126.438477
	Iteration 37Q: 3 clusters Score -2236401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2236400.500000 Penalty: 5126.438477
	Iteration 38Q: 3 clusters Score -2236400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2236405.000000 Penalty: 5126.438477
	Iteration 39Q: 3 clusters Score -2236405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2236406.750000 Penalty: 5126.438477
	Iteration 40F: 3 clusters Score -2236407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2236408.000000 Penalty: 5126.438477
	Iteration 41Q: 3 clusters Score -2236408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2236411.000000 Penalty: 5126.438477
	Iteration 42Q: 3 clusters Score -2236411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2236405.500000 Penalty: 5126.438477
	Iteration 43Q: 3 clusters Score -2236406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2236406.750000 Penalty: 5126.438477
	Iteration 44Q: 3 clusters Score -2236407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2236405.750000 Penalty: 5126.438477
	Iteration 45Q: 3 clusters Score -2236406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2236405.250000 Penalty: 5126.438477
	Iteration 46Q: 3 clusters Score -2236405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2236405.250000 Penalty: 5126.438477
	Iteration 47Q: 3 clusters Score -2236405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2236415.000000 Penalty: 5126.438477
	Iteration 48Q: 3 clusters Score -2236415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2236419.500000 Penalty: 5126.438477
	Iteration 49Q: 3 clusters Score -2236420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2236415.000000 Penalty: 5126.438477
	Iteration 50Q: 3 clusters Score -2236415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2236414.000000 Penalty: 5126.438477
	Iteration 51Q: 3 clusters Score -2236414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2236417.750000 Penalty: 5126.438477
	Iteration 52Q: 3 clusters Score -2236418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2236416.750000 Penalty: 5126.438477
	Iteration 53Q: 3 clusters Score -2236417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2236417.000000 Penalty: 5126.438477
	Iteration 54Q: 3 clusters Score -2236417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2236419.750000 Penalty: 5126.438477
	Iteration 55Q: 3 clusters Score -2236420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2236414.000000 Penalty: 5126.438477
	Iteration 56Q: 3 clusters Score -2236414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2236412.250000 Penalty: 5126.438477
	Iteration 57Q: 3 clusters Score -2236412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2236412.500000 Penalty: 5126.438477
	Iteration 58Q: 3 clusters Score -2236412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2236413.000000 Penalty: 5126.438477
	Iteration 59Q: 3 clusters Score -2236413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2236414.250000 Penalty: 5126.438477
	Iteration 60F: 3 clusters Score -2236414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2236414.250000 Penalty: 5126.438477
	Iteration 61Q: 3 clusters Score -2236414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2236415.000000 Penalty: 5126.438477
	Iteration 62Q: 3 clusters Score -2236415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2236415.250000 Penalty: 5126.438477
	Iteration 63Q: 3 clusters Score -2236415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2236416.750000 Penalty: 5126.438477
	Iteration 64Q: 3 clusters Score -2236417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2236418.250000 Penalty: 5126.438477
	Iteration 65Q: 3 clusters Score -2236418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2236415.750000 Penalty: 5126.438477
	Iteration 66Q: 3 clusters Score -2236416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2236417.000000 Penalty: 5126.438477
	Iteration 67Q: 3 clusters Score -2236417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2236416.500000 Penalty: 5126.438477
	Iteration 68Q: 3 clusters Score -2236416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2236417.500000 Penalty: 5126.438477
	Iteration 69Q: 3 clusters Score -2236418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2236415.000000 Penalty: 5126.438477
	Iteration 70Q: 3 clusters Score -2236415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2236417.000000 Penalty: 5126.438477
	Iteration 71Q: 3 clusters Score -2236417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2236417.000000 Penalty: 5126.438477
	Iteration 72Q: 3 clusters Score -2236417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2236415.500000 Penalty: 5126.438477
	Iteration 73Q: 3 clusters Score -2236416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2236419.250000 Penalty: 5126.438477
	Iteration 74Q: 3 clusters Score -2236419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2236418.000000 Penalty: 5126.438477
	Iteration 75Q: 3 clusters Score -2236418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2236421.750000 Penalty: 5126.438477
	Iteration 76Q: 3 clusters Score -2236422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2236421.000000 Penalty: 5126.438477
	Iteration 77Q: 3 clusters Score -2236421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2236421.500000 Penalty: 5126.438477
	Iteration 78Q: 3 clusters Score -2236422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2236418.000000 Penalty: 5126.438477
	Iteration 79Q: 3 clusters Score -2236418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2236418.750000 Penalty: 5126.438477
	Iteration 80F: 3 clusters Score -2236419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2236418.000000 Penalty: 5126.438477
	Iteration 81Q: 3 clusters Score -2236418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2236420.750000 Penalty: 5126.438477
	Iteration 82Q: 3 clusters Score -2236421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2236423.000000 Penalty: 5126.438477
	Iteration 83Q: 3 clusters Score -2236423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2236423.750000 Penalty: 5126.438477
	Iteration 84Q: 3 clusters Score -2236424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2236418.750000 Penalty: 5126.438477
	Iteration 85Q: 3 clusters Score -2236419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2236419.250000 Penalty: 5126.438477
	Iteration 86Q: 3 clusters Score -2236419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2236420.500000 Penalty: 5126.438477
	Iteration 87Q: 3 clusters Score -2236420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2236422.000000 Penalty: 5126.438477
	Iteration 88Q: 3 clusters Score -2236422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2236427.500000 Penalty: 5126.438477
	Iteration 89Q: 3 clusters Score -2236428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2236428.750000 Penalty: 5126.438477
	Iteration 90Q: 3 clusters Score -2236429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2236431.500000 Penalty: 5126.438477
	Iteration 91Q: 3 clusters Score -2236432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2236428.250000 Penalty: 5126.438477
	Iteration 92Q: 3 clusters Score -2236428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2236431.000000 Penalty: 5126.438477
	Iteration 93Q: 3 clusters Score -2236431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2236425.750000 Penalty: 5126.438477
	Iteration 94Q: 3 clusters Score -2236426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2236425.000000 Penalty: 5126.438477
	Iteration 95Q: 3 clusters Score -2236425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2236432.250000 Penalty: 5126.438477
	Iteration 96Q: 3 clusters Score -2236432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2236435.000000 Penalty: 5126.438477
	Iteration 97Q: 3 clusters Score -2236435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2236426.000000 Penalty: 5126.438477
	Iteration 98Q: 3 clusters Score -2236426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2236428.750000 Penalty: 5126.438477
	Iteration 99Q: 3 clusters Score -2236429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2236433.500000 Penalty: 5126.438477
	Iteration 100F: 3 clusters Score -2236434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2236436.250000 Penalty: 5126.438477
	Iteration 101Q: 3 clusters Score -2236436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2236438.750000 Penalty: 5126.438477
	Iteration 102Q: 3 clusters Score -2236439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2236438.500000 Penalty: 5126.438477
	Iteration 103Q: 3 clusters Score -2236438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2236440.250000 Penalty: 5126.438477
	Iteration 104Q: 3 clusters Score -2236440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2236440.750000 Penalty: 5126.438477
	Iteration 105Q: 3 clusters Score -2236441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2236440.000000 Penalty: 5126.438477
	Iteration 106Q: 3 clusters Score -2236440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2236442.000000 Penalty: 5126.438477
	Iteration 107Q: 3 clusters Score -2236442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2236446.500000 Penalty: 5126.438477
	Iteration 108Q: 3 clusters Score -2236446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2236447.750000 Penalty: 5126.438477
	Iteration 109Q: 3 clusters Score -2236448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2236447.000000 Penalty: 5126.438477
	Iteration 110Q: 3 clusters Score -2236447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2236451.750000 Penalty: 5126.438477
	Iteration 111Q: 3 clusters Score -2236452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2236450.250000 Penalty: 5126.438477
	Iteration 112Q: 3 clusters Score -2236450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2236455.000000 Penalty: 5126.438477
	Iteration 113Q: 3 clusters Score -2236455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2236460.750000 Penalty: 5126.438477
	Iteration 114Q: 3 clusters Score -2236461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2236462.500000 Penalty: 5126.438477
	Iteration 115Q: 3 clusters Score -2236462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2236470.750000 Penalty: 5126.438477
	Iteration 116Q: 3 clusters Score -2236471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2236475.500000 Penalty: 5126.438477
	Iteration 117Q: 3 clusters Score -2236476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2236479.500000 Penalty: 5126.438477
	Iteration 118Q: 3 clusters Score -2236480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2236487.750000 Penalty: 5126.438477
	Iteration 119Q: 3 clusters Score -2236488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2236490.750000 Penalty: 5126.438477
	Iteration 120F: 3 clusters Score -2236491 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2236499.500000 Penalty: 5126.438477
	Iteration 121Q: 3 clusters Score -2236500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2236503.750000 Penalty: 5126.438477
	Iteration 122Q: 3 clusters Score -2236504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2236517.250000 Penalty: 5126.438477
	Iteration 123Q: 3 clusters Score -2236517 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2236528.000000 Penalty: 5126.438477
	Iteration 124Q: 3 clusters Score -2236528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2236536.000000 Penalty: 5126.438477
	Iteration 125Q: 3 clusters Score -2236536 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2236551.000000 Penalty: 5126.438477
	Iteration 126Q: 3 clusters Score -2236551 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2236563.250000 Penalty: 5126.438477
	Iteration 127Q: 3 clusters Score -2236563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2236574.250000 Penalty: 5126.438477
	Iteration 128Q: 3 clusters Score -2236574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2236589.750000 Penalty: 5126.438477
	Iteration 129Q: 3 clusters Score -2236590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2236606.250000 Penalty: 5126.438477
	Iteration 130Q: 3 clusters Score -2236606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2236613.500000 Penalty: 5126.438477
	Iteration 131Q: 3 clusters Score -2236614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2236633.250000 Penalty: 5126.438477
	Iteration 132Q: 3 clusters Score -2236633 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2236646.750000 Penalty: 5126.438477
	Iteration 133Q: 3 clusters Score -2236647 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2236670.250000 Penalty: 5126.438477
	Iteration 134Q: 3 clusters Score -2236670 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2236697.500000 Penalty: 5126.438477
	Iteration 135Q: 3 clusters Score -2236698 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2236726.250000 Penalty: 5126.438477
	Iteration 136Q: 3 clusters Score -2236726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2236759.500000 Penalty: 5126.438477
	Iteration 137Q: 3 clusters Score -2236760 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2236795.250000 Penalty: 5126.438477
	Iteration 138Q: 3 clusters Score -2236795 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2236839.500000 Penalty: 5126.438477
	Iteration 139Q: 3 clusters Score -2236840 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2236883.000000 Penalty: 5126.438477
	Iteration 140F: 3 clusters Score -2236883 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2236937.000000 Penalty: 5126.438477
	Iteration 141Q: 3 clusters Score -2236937 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2236981.500000 Penalty: 5126.438477
	Iteration 142Q: 3 clusters Score -2236982 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2237050.750000 Penalty: 5126.438477
	Iteration 143Q: 3 clusters Score -2237051 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2237115.500000 Penalty: 5126.438477
	Iteration 144Q: 3 clusters Score -2237116 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2237182.250000 Penalty: 5126.438477
	Iteration 145Q: 3 clusters Score -2237182 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2237237.000000 Penalty: 5126.438477
	Iteration 146Q: 3 clusters Score -2237237 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2237296.750000 Penalty: 5126.438477
	Iteration 147Q: 3 clusters Score -2237297 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2237354.000000 Penalty: 5126.438477
	Iteration 148Q: 3 clusters Score -2237354 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2237435.750000 Penalty: 5126.438477
	Iteration 149Q: 3 clusters Score -2237436 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2237519.000000 Penalty: 5126.438477
	Iteration 150Q: 3 clusters Score -2237519 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2237610.750000 Penalty: 5126.438477
	Iteration 151Q: 3 clusters Score -2237611 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2237701.000000 Penalty: 5126.438477
	Iteration 152Q: 3 clusters Score -2237701 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2237787.500000 Penalty: 5126.438477
	Iteration 153Q: 3 clusters Score -2237788 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2237862.500000 Penalty: 5126.438477
	Iteration 154Q: 3 clusters Score -2237862 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2237960.750000 Penalty: 5126.438477
	Iteration 155Q: 3 clusters Score -2237961 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2238054.250000 Penalty: 5126.438477
	Iteration 156Q: 3 clusters Score -2238054 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2238158.750000 Penalty: 5126.438477
	Iteration 157Q: 3 clusters Score -2238159 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2238261.000000 Penalty: 5126.438477
	Iteration 158Q: 3 clusters Score -2238261 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2238389.250000 Penalty: 5126.438477
	Iteration 159Q: 3 clusters Score -2238389 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2238497.750000 Penalty: 5126.438477
	Iteration 160F: 3 clusters Score -2238498 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2238589.250000 Penalty: 5126.438477
	Iteration 161Q: 3 clusters Score -2238589 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2238663.000000 Penalty: 5126.438477
	Iteration 162Q: 3 clusters Score -2238663 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2238725.500000 Penalty: 5126.438477
	Iteration 163Q: 3 clusters Score -2238726 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2238783.500000 Penalty: 5126.438477
	Iteration 164Q: 3 clusters Score -2238784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2238827.750000 Penalty: 5126.438477
	Iteration 165Q: 3 clusters Score -2238828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2238853.500000 Penalty: 5126.438477
	Iteration 166Q: 3 clusters Score -2238854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2238872.000000 Penalty: 5126.438477
	Iteration 167Q: 3 clusters Score -2238872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2238895.250000 Penalty: 5126.438477
	Iteration 168Q: 3 clusters Score -2238895 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2238907.000000 Penalty: 5126.438477
	Iteration 169Q: 3 clusters Score -2238907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2238916.500000 Penalty: 5126.438477
	Iteration 170Q: 3 clusters Score -2238916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2238926.250000 Penalty: 5126.438477
	Iteration 171Q: 3 clusters Score -2238926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2238938.500000 Penalty: 5126.438477
	Iteration 172Q: 3 clusters Score -2238938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2238950.500000 Penalty: 5126.438477
	Iteration 173Q: 3 clusters Score -2238950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2238958.250000 Penalty: 5126.438477
	Iteration 174Q: 3 clusters Score -2238958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2238960.500000 Penalty: 5126.438477
	Iteration 175Q: 3 clusters Score -2238960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2238958.000000 Penalty: 5126.438477
	Iteration 176Q: 3 clusters Score -2238958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2238964.000000 Penalty: 5126.438477
	Iteration 177Q: 3 clusters Score -2238964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2238965.500000 Penalty: 5126.438477
	Iteration 178Q: 3 clusters Score -2238966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2238965.000000 Penalty: 5126.438477
	Iteration 179Q: 3 clusters Score -2238965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2238963.000000 Penalty: 5126.438477
	Iteration 180F: 3 clusters Score -2238963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2238968.750000 Penalty: 5126.438477
	Iteration 181Q: 3 clusters Score -2238969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2238968.750000 Penalty: 5126.438477
	Iteration 182F: 3 clusters Score -2238969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -938461.687500 Penalty: 2336.510010
	Iteration 0F: 2 clusters Score -938461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -929242.000000 Penalty: 4673.020020
	Iteration 0F: 3 clusters Score -929242 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -932055.062500 Penalty: 4673.020020
	Iteration 1F: 3 clusters Score -932055.1 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -932418.437500 Penalty: 4673.020020
	Iteration 2F: 3 clusters Score -932418.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -932756.812500 Penalty: 4673.020020
	Iteration 3F: 3 clusters Score -932756.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -933186.812500 Penalty: 4673.020020
	Iteration 4F: 3 clusters Score -933186.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -933737.750000 Penalty: 4673.020020
	Iteration 5F: 3 clusters Score -933737.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -934344.125000 Penalty: 4673.020020
	Iteration 6F: 3 clusters Score -934344.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -935004.625000 Penalty: 4673.020020
	Iteration 7F: 3 clusters Score -935004.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -935801.437500 Penalty: 4673.020020
	Iteration 8F: 3 clusters Score -935801.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -936503.500000 Penalty: 4673.020020
	Iteration 9F: 3 clusters Score -936503.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -937042.375000 Penalty: 4673.020020
	Iteration 10Q: 3 clusters Score -937042.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -937400.437500 Penalty: 4673.020020
	Iteration 11Q: 3 clusters Score -937400.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -937613.625000 Penalty: 4673.020020
	Iteration 12Q: 3 clusters Score -937613.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -937763.437500 Penalty: 4673.020020
	Iteration 13Q: 3 clusters Score -937763.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -937840.062500 Penalty: 4673.020020
	Iteration 14Q: 3 clusters Score -937840.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -937913.187500 Penalty: 4673.020020
	Iteration 15Q: 3 clusters Score -937913.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -937949.500000 Penalty: 4673.020020
	Iteration 16Q: 3 clusters Score -937949.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -937975.750000 Penalty: 4673.020020
	Iteration 17Q: 3 clusters Score -937975.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -937996.562500 Penalty: 4673.020020
	Iteration 18Q: 3 clusters Score -937996.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -938011.812500 Penalty: 4673.020020
	Iteration 19Q: 3 clusters Score -938011.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -938021.500000 Penalty: 4673.020020
	Iteration 20F: 3 clusters Score -938021.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -938027.937500 Penalty: 4673.020020
	Iteration 21Q: 3 clusters Score -938027.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -938032.812500 Penalty: 4673.020020
	Iteration 22Q: 3 clusters Score -938032.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -938037.562500 Penalty: 4673.020020
	Iteration 23Q: 3 clusters Score -938037.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -938040.875000 Penalty: 4673.020020
	Iteration 24Q: 3 clusters Score -938040.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -938044.062500 Penalty: 4673.020020
	Iteration 25Q: 3 clusters Score -938044.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -938049.312500 Penalty: 4673.020020
	Iteration 26Q: 3 clusters Score -938049.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -938053.562500 Penalty: 4673.020020
	Iteration 27Q: 3 clusters Score -938053.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -938056.500000 Penalty: 4673.020020
	Iteration 28Q: 3 clusters Score -938056.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -938061.812500 Penalty: 4673.020020
	Iteration 29Q: 3 clusters Score -938061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -938062.812500 Penalty: 4673.020020
	Iteration 30Q: 3 clusters Score -938062.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -938063.812500 Penalty: 4673.020020
	Iteration 31Q: 3 clusters Score -938063.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -938067.062500 Penalty: 4673.020020
	Iteration 32Q: 3 clusters Score -938067.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -938069.250000 Penalty: 4673.020020
	Iteration 33Q: 3 clusters Score -938069.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -938069.062500 Penalty: 4673.020020
	Iteration 34Q: 3 clusters Score -938069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -938069.625000 Penalty: 4673.020020
	Iteration 35Q: 3 clusters Score -938069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -938069.687500 Penalty: 4673.020020
	Iteration 36Q: 3 clusters Score -938069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -938072.187500 Penalty: 4673.020020
	Iteration 37Q: 3 clusters Score -938072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -938072.937500 Penalty: 4673.020020
	Iteration 38Q: 3 clusters Score -938072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -938072.125000 Penalty: 4673.020020
	Iteration 39Q: 3 clusters Score -938072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -938069.625000 Penalty: 4673.020020
	Iteration 40F: 3 clusters Score -938069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -380661.156250 Penalty: 2092.016113
	Iteration 0F: 2 clusters Score -380661.2 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 2328 members 
Entering Unmasked Estep 
Score: -376346.312500 Penalty: 4184.032227
	Iteration 0F: 3 clusters Score -376346.3 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -377357.843750 Penalty: 4184.032227
	Iteration 1F: 3 clusters Score -377357.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -377532.187500 Penalty: 4184.032227
	Iteration 2F: 3 clusters Score -377532.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -377625.906250 Penalty: 4184.032227
	Iteration 3Q: 3 clusters Score -377625.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -377692.218750 Penalty: 4184.032227
	Iteration 4Q: 3 clusters Score -377692.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -377740.000000 Penalty: 4184.032227
	Iteration 5Q: 3 clusters Score -377740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -377773.156250 Penalty: 4184.032227
	Iteration 6Q: 3 clusters Score -377773.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -377795.125000 Penalty: 4184.032227
	Iteration 7Q: 3 clusters Score -377795.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -377816.656250 Penalty: 4184.032227
	Iteration 8Q: 3 clusters Score -377816.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -377836.750000 Penalty: 4184.032227
	Iteration 9Q: 3 clusters Score -377836.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -377857.500000 Penalty: 4184.032227
	Iteration 10Q: 3 clusters Score -377857.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -377882.468750 Penalty: 4184.032227
	Iteration 11Q: 3 clusters Score -377882.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -377906.875000 Penalty: 4184.032227
	Iteration 12Q: 3 clusters Score -377906.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -377924.562500 Penalty: 4184.032227
	Iteration 13Q: 3 clusters Score -377924.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -377941.656250 Penalty: 4184.032227
	Iteration 14Q: 3 clusters Score -377941.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -377955.781250 Penalty: 4184.032227
	Iteration 15Q: 3 clusters Score -377955.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -377967.250000 Penalty: 4184.032227
	Iteration 16Q: 3 clusters Score -377967.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -377979.218750 Penalty: 4184.032227
	Iteration 17Q: 3 clusters Score -377979.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -377988.343750 Penalty: 4184.032227
	Iteration 18Q: 3 clusters Score -377988.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -377999.375000 Penalty: 4184.032227
	Iteration 19Q: 3 clusters Score -377999.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -378012.250000 Penalty: 4184.032227
	Iteration 20F: 3 clusters Score -378012.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -378029.187500 Penalty: 4184.032227
	Iteration 21Q: 3 clusters Score -378029.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -378047.625000 Penalty: 4184.032227
	Iteration 22Q: 3 clusters Score -378047.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -378065.062500 Penalty: 4184.032227
	Iteration 23Q: 3 clusters Score -378065.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -378081.250000 Penalty: 4184.032227
	Iteration 24Q: 3 clusters Score -378081.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -378097.437500 Penalty: 4184.032227
	Iteration 25Q: 3 clusters Score -378097.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -378115.218750 Penalty: 4184.032227
	Iteration 26Q: 3 clusters Score -378115.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -378139.343750 Penalty: 4184.032227
	Iteration 27Q: 3 clusters Score -378139.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -378169.093750 Penalty: 4184.032227
	Iteration 28Q: 3 clusters Score -378169.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -378204.656250 Penalty: 4184.032227
	Iteration 29Q: 3 clusters Score -378204.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -378241.281250 Penalty: 4184.032227
	Iteration 30Q: 3 clusters Score -378241.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -378268.250000 Penalty: 4184.032227
	Iteration 31Q: 3 clusters Score -378268.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -378291.000000 Penalty: 4184.032227
	Iteration 32Q: 3 clusters Score -378291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -378312.500000 Penalty: 4184.032227
	Iteration 33Q: 3 clusters Score -378312.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -378331.000000 Penalty: 4184.032227
	Iteration 34Q: 3 clusters Score -378331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -378353.437500 Penalty: 4184.032227
	Iteration 35Q: 3 clusters Score -378353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -378374.062500 Penalty: 4184.032227
	Iteration 36Q: 3 clusters Score -378374.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -378391.812500 Penalty: 4184.032227
	Iteration 37Q: 3 clusters Score -378391.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -378417.000000 Penalty: 4184.032227
	Iteration 38Q: 3 clusters Score -378417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -378441.312500 Penalty: 4184.032227
	Iteration 39Q: 3 clusters Score -378441.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -378464.562500 Penalty: 4184.032227
	Iteration 40F: 3 clusters Score -378464.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -378481.906250 Penalty: 4184.032227
	Iteration 41Q: 3 clusters Score -378481.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -378498.625000 Penalty: 4184.032227
	Iteration 42Q: 3 clusters Score -378498.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -378518.968750 Penalty: 4184.032227
	Iteration 43Q: 3 clusters Score -378519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -378537.312500 Penalty: 4184.032227
	Iteration 44Q: 3 clusters Score -378537.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -378552.375000 Penalty: 4184.032227
	Iteration 45Q: 3 clusters Score -378552.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -378571.500000 Penalty: 4184.032227
	Iteration 46Q: 3 clusters Score -378571.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -378597.968750 Penalty: 4184.032227
	Iteration 47Q: 3 clusters Score -378598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -378627.187500 Penalty: 4184.032227
	Iteration 48Q: 3 clusters Score -378627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -378644.156250 Penalty: 4184.032227
	Iteration 49Q: 3 clusters Score -378644.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -378662.406250 Penalty: 4184.032227
	Iteration 50Q: 3 clusters Score -378662.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -378679.031250 Penalty: 4184.032227
	Iteration 51Q: 3 clusters Score -378679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -378692.812500 Penalty: 4184.032227
	Iteration 52Q: 3 clusters Score -378692.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -378704.562500 Penalty: 4184.032227
	Iteration 53Q: 3 clusters Score -378704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -378713.500000 Penalty: 4184.032227
	Iteration 54Q: 3 clusters Score -378713.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -378727.750000 Penalty: 4184.032227
	Iteration 55Q: 3 clusters Score -378727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -378738.125000 Penalty: 4184.032227
	Iteration 56Q: 3 clusters Score -378738.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -378756.187500 Penalty: 4184.032227
	Iteration 57Q: 3 clusters Score -378756.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -378774.843750 Penalty: 4184.032227
	Iteration 58Q: 3 clusters Score -378774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -378788.843750 Penalty: 4184.032227
	Iteration 59Q: 3 clusters Score -378788.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -378797.812500 Penalty: 4184.032227
	Iteration 60F: 3 clusters Score -378797.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -378807.187500 Penalty: 4184.032227
	Iteration 61Q: 3 clusters Score -378807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -378813.187500 Penalty: 4184.032227
	Iteration 62Q: 3 clusters Score -378813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -378820.281250 Penalty: 4184.032227
	Iteration 63Q: 3 clusters Score -378820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -378825.187500 Penalty: 4184.032227
	Iteration 64Q: 3 clusters Score -378825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -378826.562500 Penalty: 4184.032227
	Iteration 65Q: 3 clusters Score -378826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -378828.968750 Penalty: 4184.032227
	Iteration 66Q: 3 clusters Score -378829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -378829.875000 Penalty: 4184.032227
	Iteration 67Q: 3 clusters Score -378829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -378830.718750 Penalty: 4184.032227
	Iteration 68Q: 3 clusters Score -378830.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -378830.718750 Penalty: 4184.032227
	Iteration 69F: 3 clusters Score -378830.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -347130.531250 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -347130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -342923.375000 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -342923.4 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -343855.843750 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -343855.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -344036.250000 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -344036.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -344151.343750 Penalty: 4165.164062
	Iteration 3Q: 3 clusters Score -344151.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -344224.406250 Penalty: 4165.164062
	Iteration 4Q: 3 clusters Score -344224.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -344287.250000 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -344287.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -344342.343750 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -344342.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -344391.406250 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -344391.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -344440.375000 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -344440.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -344489.375000 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -344489.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -344539.937500 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -344539.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -344582.531250 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -344582.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -344614.468750 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -344614.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -344648.000000 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -344648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -344696.531250 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -344696.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -344741.031250 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -344741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -344776.687500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -344776.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -344811.093750 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -344811.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -344853.156250 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -344853.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -344895.781250 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -344895.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -344929.968750 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -344930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -344969.437500 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -344969.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -345005.093750 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -345005.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -345032.375000 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -345032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -345055.843750 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -345055.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -345073.750000 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -345073.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -345096.812500 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -345096.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -345120.343750 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -345120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -345140.781250 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -345140.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -345156.406250 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -345156.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -345171.625000 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -345171.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -345186.687500 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -345186.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -345195.875000 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -345195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -345201.781250 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -345201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -345205.812500 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -345205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -345216.250000 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -345216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -345227.937500 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -345227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -345233.875000 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -345233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -345242.343750 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -345242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -345248.156250 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -345248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -345251.312500 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -345251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -345256.062500 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -345256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -345262.031250 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -345262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -345265.250000 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -345265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -345269.343750 Penalty: 4165.164062
	Iteration 44Q: 3 clusters Score -345269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -345274.312500 Penalty: 4165.164062
	Iteration 45Q: 3 clusters Score -345274.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -345280.375000 Penalty: 4165.164062
	Iteration 46Q: 3 clusters Score -345280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -345286.250000 Penalty: 4165.164062
	Iteration 47Q: 3 clusters Score -345286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -345289.437500 Penalty: 4165.164062
	Iteration 48Q: 3 clusters Score -345289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -345291.468750 Penalty: 4165.164062
	Iteration 49Q: 3 clusters Score -345291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -345294.781250 Penalty: 4165.164062
	Iteration 50Q: 3 clusters Score -345294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -345296.906250 Penalty: 4165.164062
	Iteration 51Q: 3 clusters Score -345296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -345296.906250 Penalty: 4165.164062
	Iteration 52F: 3 clusters Score -345296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -260339.156250 Penalty: 2011.385864
	Iteration 0F: 2 clusters Score -260339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -256889.328125 Penalty: 4022.771729
	Iteration 0F: 3 clusters Score -256889.3 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -257583.484375 Penalty: 4022.771729
	Iteration 1F: 3 clusters Score -257583.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -257798.390625 Penalty: 4022.771729
	Iteration 2F: 3 clusters Score -257798.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -257904.390625 Penalty: 4022.771729
	Iteration 3F: 3 clusters Score -257904.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -257983.906250 Penalty: 4022.771729
	Iteration 4Q: 3 clusters Score -257983.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -258034.593750 Penalty: 4022.771729
	Iteration 5Q: 3 clusters Score -258034.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -258081.171875 Penalty: 4022.771729
	Iteration 6Q: 3 clusters Score -258081.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258129.078125 Penalty: 4022.771729
	Iteration 7Q: 3 clusters Score -258129.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -258176.703125 Penalty: 4022.771729
	Iteration 8Q: 3 clusters Score -258176.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -258223.031250 Penalty: 4022.771729
	Iteration 9Q: 3 clusters Score -258223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -258262.937500 Penalty: 4022.771729
	Iteration 10Q: 3 clusters Score -258262.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -258305.390625 Penalty: 4022.771729
	Iteration 11Q: 3 clusters Score -258305.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -258339.765625 Penalty: 4022.771729
	Iteration 12Q: 3 clusters Score -258339.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -258361.875000 Penalty: 4022.771729
	Iteration 13Q: 3 clusters Score -258361.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -258384.062500 Penalty: 4022.771729
	Iteration 14Q: 3 clusters Score -258384.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -258398.031250 Penalty: 4022.771729
	Iteration 15Q: 3 clusters Score -258398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -258407.359375 Penalty: 4022.771729
	Iteration 16Q: 3 clusters Score -258407.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -258420.453125 Penalty: 4022.771729
	Iteration 17Q: 3 clusters Score -258420.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -258431.359375 Penalty: 4022.771729
	Iteration 18Q: 3 clusters Score -258431.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -258443.656250 Penalty: 4022.771729
	Iteration 19Q: 3 clusters Score -258443.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -258457.406250 Penalty: 4022.771729
	Iteration 20F: 3 clusters Score -258457.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -258466.593750 Penalty: 4022.771729
	Iteration 21Q: 3 clusters Score -258466.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -258476.953125 Penalty: 4022.771729
	Iteration 22Q: 3 clusters Score -258477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -258482.062500 Penalty: 4022.771729
	Iteration 23Q: 3 clusters Score -258482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -258486.406250 Penalty: 4022.771729
	Iteration 24Q: 3 clusters Score -258486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -258493.703125 Penalty: 4022.771729
	Iteration 25Q: 3 clusters Score -258493.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -258500.796875 Penalty: 4022.771729
	Iteration 26Q: 3 clusters Score -258500.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -258506.625000 Penalty: 4022.771729
	Iteration 27Q: 3 clusters Score -258506.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -258512.468750 Penalty: 4022.771729
	Iteration 28Q: 3 clusters Score -258512.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -258517.890625 Penalty: 4022.771729
	Iteration 29Q: 3 clusters Score -258517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -258520.265625 Penalty: 4022.771729
	Iteration 30Q: 3 clusters Score -258520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -258522.437500 Penalty: 4022.771729
	Iteration 31Q: 3 clusters Score -258522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -258524.531250 Penalty: 4022.771729
	Iteration 32Q: 3 clusters Score -258524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -258526.703125 Penalty: 4022.771729
	Iteration 33Q: 3 clusters Score -258526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -258528.531250 Penalty: 4022.771729
	Iteration 34Q: 3 clusters Score -258528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -258529.625000 Penalty: 4022.771729
	Iteration 35Q: 3 clusters Score -258529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -258530.546875 Penalty: 4022.771729
	Iteration 36Q: 3 clusters Score -258530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -258531.781250 Penalty: 4022.771729
	Iteration 37Q: 3 clusters Score -258531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -258532.781250 Penalty: 4022.771729
	Iteration 38Q: 3 clusters Score -258532.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -258534.234375 Penalty: 4022.771729
	Iteration 39Q: 3 clusters Score -258534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -258535.281250 Penalty: 4022.771729
	Iteration 40F: 3 clusters Score -258535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -258536.843750 Penalty: 4022.771729
	Iteration 41Q: 3 clusters Score -258536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -258537.250000 Penalty: 4022.771729
	Iteration 42Q: 3 clusters Score -258537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -258538.312500 Penalty: 4022.771729
	Iteration 43Q: 3 clusters Score -258538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -258538.796875 Penalty: 4022.771729
	Iteration 44Q: 3 clusters Score -258538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -258539.328125 Penalty: 4022.771729
	Iteration 45Q: 3 clusters Score -258539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -258539.625000 Penalty: 4022.771729
	Iteration 46Q: 3 clusters Score -258539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -258540.156250 Penalty: 4022.771729
	Iteration 47Q: 3 clusters Score -258540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -258540.156250 Penalty: 4022.771729
	Iteration 48F: 3 clusters Score -258540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Entering Unmasked Estep 
Score: -2456179.250000 Penalty: 2553.123779
	Iteration 0F: 2 clusters Score -2456179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2435905.750000 Penalty: 5106.247559
	Iteration 0F: 3 clusters Score -2435906 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2443065.500000 Penalty: 5106.247559
	Iteration 1F: 3 clusters Score -2443066 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2443525.000000 Penalty: 5106.247559
	Iteration 2Q: 3 clusters Score -2443525 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2444027.500000 Penalty: 5106.247559
	Iteration 3Q: 3 clusters Score -2444028 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2444571.250000 Penalty: 5106.247559
	Iteration 4Q: 3 clusters Score -2444571 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2445329.750000 Penalty: 5106.247559
	Iteration 5F: 3 clusters Score -2445330 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2446424.000000 Penalty: 5106.247559
	Iteration 6F: 3 clusters Score -2446424 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2447941.000000 Penalty: 5106.247559
	Iteration 7F: 3 clusters Score -2447941 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2449831.250000 Penalty: 5106.247559
	Iteration 8F: 3 clusters Score -2449831 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -2451496.500000 Penalty: 5106.247559
	Iteration 9F: 3 clusters Score -2451496 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -2452663.000000 Penalty: 5106.247559
	Iteration 10Q: 3 clusters Score -2452663 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -2453304.000000 Penalty: 5106.247559
	Iteration 11Q: 3 clusters Score -2453304 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -2453603.000000 Penalty: 5106.247559
	Iteration 12Q: 3 clusters Score -2453603 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -2453753.250000 Penalty: 5106.247559
	Iteration 13Q: 3 clusters Score -2453753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -2453844.250000 Penalty: 5106.247559
	Iteration 14Q: 3 clusters Score -2453844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2453904.000000 Penalty: 5106.247559
	Iteration 15Q: 3 clusters Score -2453904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -2453923.750000 Penalty: 5106.247559
	Iteration 16Q: 3 clusters Score -2453924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -2453941.000000 Penalty: 5106.247559
	Iteration 17Q: 3 clusters Score -2453941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -2453951.500000 Penalty: 5106.247559
	Iteration 18Q: 3 clusters Score -2453952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -2453959.000000 Penalty: 5106.247559
	Iteration 19Q: 3 clusters Score -2453959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -2453968.750000 Penalty: 5106.247559
	Iteration 20F: 3 clusters Score -2453969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2453974.000000 Penalty: 5106.247559
	Iteration 21Q: 3 clusters Score -2453974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -2453982.750000 Penalty: 5106.247559
	Iteration 22Q: 3 clusters Score -2453983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2453987.750000 Penalty: 5106.247559
	Iteration 23Q: 3 clusters Score -2453988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -2453987.750000 Penalty: 5106.247559
	Iteration 24F: 3 clusters Score -2453988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -79524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77554.359375 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -77554.36 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -77831.906250 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -77831.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77911.390625 Penalty: 3457.947754
	Iteration 2Q: 3 clusters Score -77911.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77966.734375 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -77966.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77992.046875 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -77992.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78011.460938 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -78011.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78034.210938 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -78034.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -78045.781250 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -78045.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78058.085938 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -78058.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -78067.648438 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -78067.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -78077.242188 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -78077.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78077.617188 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -78077.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -78078.937500 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -78078.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78079.765625 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -78079.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78079.765625 Penalty: 3457.947754
	Iteration 14F: 3 clusters Score -78079.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Entering Unmasked Estep 
Score: -942904.000000 Penalty: 2329.524658
	Iteration 0F: 2 clusters Score -942904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -933918.875000 Penalty: 4659.049316
	Iteration 0F: 3 clusters Score -933918.9 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -936612.937500 Penalty: 4659.049316
	Iteration 1F: 3 clusters Score -936612.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -936967.625000 Penalty: 4659.049316
	Iteration 2F: 3 clusters Score -936967.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -937257.812500 Penalty: 4659.049316
	Iteration 3F: 3 clusters Score -937257.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -937517.500000 Penalty: 4659.049316
	Iteration 4Q: 3 clusters Score -937517.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -937812.937500 Penalty: 4659.049316
	Iteration 5Q: 3 clusters Score -937812.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -938133.625000 Penalty: 4659.049316
	Iteration 6Q: 3 clusters Score -938133.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -938536.125000 Penalty: 4659.049316
	Iteration 7F: 3 clusters Score -938536.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -938954.625000 Penalty: 4659.049316
	Iteration 8Q: 3 clusters Score -938954.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -939482.187500 Penalty: 4659.049316
	Iteration 9Q: 3 clusters Score -939482.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -940214.062500 Penalty: 4659.049316
	Iteration 10F: 3 clusters Score -940214.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -941005.562500 Penalty: 4659.049316
	Iteration 11Q: 3 clusters Score -941005.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -941723.125000 Penalty: 4659.049316
	Iteration 12Q: 3 clusters Score -941723.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -942242.562500 Penalty: 4659.049316
	Iteration 13Q: 3 clusters Score -942242.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -942500.187500 Penalty: 4659.049316
	Iteration 14Q: 3 clusters Score -942500.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -942582.187500 Penalty: 4659.049316
	Iteration 15Q: 3 clusters Score -942582.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -942605.812500 Penalty: 4659.049316
	Iteration 16Q: 3 clusters Score -942605.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -942620.875000 Penalty: 4659.049316
	Iteration 17Q: 3 clusters Score -942620.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -942627.062500 Penalty: 4659.049316
	Iteration 18Q: 3 clusters Score -942627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -942626.562500 Penalty: 4659.049316
	Iteration 19Q: 3 clusters Score -942626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -942628.062500 Penalty: 4659.049316
	Iteration 20F: 3 clusters Score -942628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -942630.562500 Penalty: 4659.049316
	Iteration 21Q: 3 clusters Score -942630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -942633.062500 Penalty: 4659.049316
	Iteration 22Q: 3 clusters Score -942633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -942633.062500 Penalty: 4659.049316
	Iteration 23Q: 3 clusters Score -942633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -942632.437500 Penalty: 4659.049316
	Iteration 24Q: 3 clusters Score -942632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -942633.000000 Penalty: 4659.049316
	Iteration 25Q: 3 clusters Score -942633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -942634.250000 Penalty: 4659.049316
	Iteration 26Q: 3 clusters Score -942634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -942635.812500 Penalty: 4659.049316
	Iteration 27Q: 3 clusters Score -942635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -942635.062500 Penalty: 4659.049316
	Iteration 28Q: 3 clusters Score -942635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -942634.250000 Penalty: 4659.049316
	Iteration 29Q: 3 clusters Score -942634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -942634.250000 Penalty: 4659.049316
	Iteration 30F: 3 clusters Score -942634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -670966.812500 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -670966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -664197.125000 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -664197.1 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -666121.625000 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -666121.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -666474.562500 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -666474.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -666813.250000 Penalty: 4493.693359
	Iteration 3F: 3 clusters Score -666813.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -667129.250000 Penalty: 4493.693359
	Iteration 4F: 3 clusters Score -667129.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -667450.750000 Penalty: 4493.693359
	Iteration 5F: 3 clusters Score -667450.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -667754.437500 Penalty: 4493.693359
	Iteration 6F: 3 clusters Score -667754.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -668009.125000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -668009.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -668229.875000 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -668229.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -668413.687500 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -668413.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -668540.562500 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -668540.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -668644.000000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -668644 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -668737.500000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -668737.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -668805.062500 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -668805.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -668856.937500 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -668856.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -668903.437500 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -668903.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -668932.187500 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -668932.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -668952.625000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -668952.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -668974.625000 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -668974.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -668987.812500 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -668987.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -669007.750000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -669007.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -669020.625000 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -669020.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -669031.375000 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -669031.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -669043.812500 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -669043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -669052.500000 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -669052.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -669060.125000 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -669060.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -669068.437500 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -669068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -669076.937500 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -669076.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -669085.500000 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -669085.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -669095.187500 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -669095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -669101.812500 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -669101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -669109.875000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -669109.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -669120.125000 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -669120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -669126.375000 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -669126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -669131.000000 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -669131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -669134.875000 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -669134.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -669138.812500 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -669138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -669141.125000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -669141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -669141.687500 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -669141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -669141.187500 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -669141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -669141.187500 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -669141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -334765.312500 Penalty: 2124.080322
	Iteration 0F: 2 clusters Score -334765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -330135.187500 Penalty: 4248.160645
	Iteration 0F: 3 clusters Score -330135.2 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -331560.125000 Penalty: 4248.160645
	Iteration 1F: 3 clusters Score -331560.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -332171.375000 Penalty: 4248.160645
	Iteration 2F: 3 clusters Score -332171.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -332787.156250 Penalty: 4248.160645
	Iteration 3F: 3 clusters Score -332787.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -333215.875000 Penalty: 4248.160645
	Iteration 4F: 3 clusters Score -333215.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -333451.750000 Penalty: 4248.160645
	Iteration 5F: 3 clusters Score -333451.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -333580.843750 Penalty: 4248.160645
	Iteration 6Q: 3 clusters Score -333580.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -333657.750000 Penalty: 4248.160645
	Iteration 7Q: 3 clusters Score -333657.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -333698.187500 Penalty: 4248.160645
	Iteration 8Q: 3 clusters Score -333698.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -333724.968750 Penalty: 4248.160645
	Iteration 9Q: 3 clusters Score -333725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -333734.718750 Penalty: 4248.160645
	Iteration 10Q: 3 clusters Score -333734.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -333744.812500 Penalty: 4248.160645
	Iteration 11Q: 3 clusters Score -333744.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -333755.156250 Penalty: 4248.160645
	Iteration 12Q: 3 clusters Score -333755.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -333764.250000 Penalty: 4248.160645
	Iteration 13Q: 3 clusters Score -333764.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -333771.125000 Penalty: 4248.160645
	Iteration 14Q: 3 clusters Score -333771.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -333775.093750 Penalty: 4248.160645
	Iteration 15Q: 3 clusters Score -333775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -333777.312500 Penalty: 4248.160645
	Iteration 16Q: 3 clusters Score -333777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -333780.093750 Penalty: 4248.160645
	Iteration 17Q: 3 clusters Score -333780.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -333782.812500 Penalty: 4248.160645
	Iteration 18Q: 3 clusters Score -333782.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -333783.687500 Penalty: 4248.160645
	Iteration 19Q: 3 clusters Score -333783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -333784.750000 Penalty: 4248.160645
	Iteration 20F: 3 clusters Score -333784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -333786.500000 Penalty: 4248.160645
	Iteration 21Q: 3 clusters Score -333786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -333789.187500 Penalty: 4248.160645
	Iteration 22Q: 3 clusters Score -333789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -333789.250000 Penalty: 4248.160645
	Iteration 23Q: 3 clusters Score -333789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -333790.718750 Penalty: 4248.160645
	Iteration 24Q: 3 clusters Score -333790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -333792.062500 Penalty: 4248.160645
	Iteration 25Q: 3 clusters Score -333792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -333793.500000 Penalty: 4248.160645
	Iteration 26Q: 3 clusters Score -333793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -333795.312500 Penalty: 4248.160645
	Iteration 27Q: 3 clusters Score -333795.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -333798.406250 Penalty: 4248.160645
	Iteration 28Q: 3 clusters Score -333798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -333800.000000 Penalty: 4248.160645
	Iteration 29Q: 3 clusters Score -333800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -333800.343750 Penalty: 4248.160645
	Iteration 30Q: 3 clusters Score -333800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -333801.250000 Penalty: 4248.160645
	Iteration 31Q: 3 clusters Score -333801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -333801.906250 Penalty: 4248.160645
	Iteration 32Q: 3 clusters Score -333801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -333801.906250 Penalty: 4248.160645
	Iteration 33F: 3 clusters Score -333801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Entering Unmasked Estep 
Score: -3028079.000000 Penalty: 2605.718262
	Iteration 0F: 2 clusters Score -3028079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3003218.750000 Penalty: 5211.436523
	Iteration 0F: 3 clusters Score -3003219 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3012188.500000 Penalty: 5211.436523
	Iteration 1F: 3 clusters Score -3012188 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3012712.000000 Penalty: 5211.436523
	Iteration 2Q: 3 clusters Score -3012712 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3013173.000000 Penalty: 5211.436523
	Iteration 3Q: 3 clusters Score -3013173 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3013671.000000 Penalty: 5211.436523
	Iteration 4Q: 3 clusters Score -3013671 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3014283.000000 Penalty: 5211.436523
	Iteration 5Q: 3 clusters Score -3014283 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3014989.500000 Penalty: 5211.436523
	Iteration 6Q: 3 clusters Score -3014990 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3015853.500000 Penalty: 5211.436523
	Iteration 7Q: 3 clusters Score -3015854 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3016887.000000 Penalty: 5211.436523
	Iteration 8Q: 3 clusters Score -3016887 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3018073.000000 Penalty: 5211.436523
	Iteration 9Q: 3 clusters Score -3018073 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -3019282.750000 Penalty: 5211.436523
	Iteration 10Q: 3 clusters Score -3019283 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3020478.250000 Penalty: 5211.436523
	Iteration 11Q: 3 clusters Score -3020478 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3021444.750000 Penalty: 5211.436523
	Iteration 12Q: 3 clusters Score -3021445 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3022248.250000 Penalty: 5211.436523
	Iteration 13Q: 3 clusters Score -3022248 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3022823.750000 Penalty: 5211.436523
	Iteration 14Q: 3 clusters Score -3022824 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3023215.750000 Penalty: 5211.436523
	Iteration 15Q: 3 clusters Score -3023216 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -3023499.000000 Penalty: 5211.436523
	Iteration 16Q: 3 clusters Score -3023499 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3023695.500000 Penalty: 5211.436523
	Iteration 17Q: 3 clusters Score -3023696 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3023881.250000 Penalty: 5211.436523
	Iteration 18Q: 3 clusters Score -3023881 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3024060.000000 Penalty: 5211.436523
	Iteration 19Q: 3 clusters Score -3024060 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3024244.500000 Penalty: 5211.436523
	Iteration 20F: 3 clusters Score -3024244 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3024411.750000 Penalty: 5211.436523
	Iteration 21Q: 3 clusters Score -3024412 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3024574.000000 Penalty: 5211.436523
	Iteration 22Q: 3 clusters Score -3024574 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3024714.000000 Penalty: 5211.436523
	Iteration 23Q: 3 clusters Score -3024714 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3024856.500000 Penalty: 5211.436523
	Iteration 24Q: 3 clusters Score -3024856 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3024965.250000 Penalty: 5211.436523
	Iteration 25Q: 3 clusters Score -3024965 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3025068.500000 Penalty: 5211.436523
	Iteration 26Q: 3 clusters Score -3025068 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3025171.500000 Penalty: 5211.436523
	Iteration 27Q: 3 clusters Score -3025172 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3025257.750000 Penalty: 5211.436523
	Iteration 28Q: 3 clusters Score -3025258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3025334.500000 Penalty: 5211.436523
	Iteration 29Q: 3 clusters Score -3025334 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3025402.500000 Penalty: 5211.436523
	Iteration 30Q: 3 clusters Score -3025402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3025450.500000 Penalty: 5211.436523
	Iteration 31Q: 3 clusters Score -3025450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3025508.500000 Penalty: 5211.436523
	Iteration 32Q: 3 clusters Score -3025508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3025556.250000 Penalty: 5211.436523
	Iteration 33Q: 3 clusters Score -3025556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3025585.750000 Penalty: 5211.436523
	Iteration 34Q: 3 clusters Score -3025586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3025619.250000 Penalty: 5211.436523
	Iteration 35Q: 3 clusters Score -3025619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3025635.500000 Penalty: 5211.436523
	Iteration 36Q: 3 clusters Score -3025636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3025651.750000 Penalty: 5211.436523
	Iteration 37Q: 3 clusters Score -3025652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3025677.750000 Penalty: 5211.436523
	Iteration 38Q: 3 clusters Score -3025678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3025701.750000 Penalty: 5211.436523
	Iteration 39Q: 3 clusters Score -3025702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3025716.250000 Penalty: 5211.436523
	Iteration 40F: 3 clusters Score -3025716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3025738.000000 Penalty: 5211.436523
	Iteration 41Q: 3 clusters Score -3025738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3025747.250000 Penalty: 5211.436523
	Iteration 42Q: 3 clusters Score -3025747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3025769.250000 Penalty: 5211.436523
	Iteration 43Q: 3 clusters Score -3025769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3025777.750000 Penalty: 5211.436523
	Iteration 44Q: 3 clusters Score -3025778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3025784.750000 Penalty: 5211.436523
	Iteration 45Q: 3 clusters Score -3025785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3025800.750000 Penalty: 5211.436523
	Iteration 46Q: 3 clusters Score -3025801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3025805.500000 Penalty: 5211.436523
	Iteration 47Q: 3 clusters Score -3025806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3025819.250000 Penalty: 5211.436523
	Iteration 48Q: 3 clusters Score -3025819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3025832.250000 Penalty: 5211.436523
	Iteration 49Q: 3 clusters Score -3025832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3025841.500000 Penalty: 5211.436523
	Iteration 50Q: 3 clusters Score -3025842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3025846.000000 Penalty: 5211.436523
	Iteration 51Q: 3 clusters Score -3025846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3025854.750000 Penalty: 5211.436523
	Iteration 52Q: 3 clusters Score -3025855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3025853.500000 Penalty: 5211.436523
	Iteration 53Q: 3 clusters Score -3025854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3025855.000000 Penalty: 5211.436523
	Iteration 54Q: 3 clusters Score -3025855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3025858.750000 Penalty: 5211.436523
	Iteration 55Q: 3 clusters Score -3025859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3025860.000000 Penalty: 5211.436523
	Iteration 56Q: 3 clusters Score -3025860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3025862.250000 Penalty: 5211.436523
	Iteration 57Q: 3 clusters Score -3025862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3025871.250000 Penalty: 5211.436523
	Iteration 58Q: 3 clusters Score -3025871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3025871.000000 Penalty: 5211.436523
	Iteration 59Q: 3 clusters Score -3025871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3025873.000000 Penalty: 5211.436523
	Iteration 60F: 3 clusters Score -3025873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3025870.250000 Penalty: 5211.436523
	Iteration 61Q: 3 clusters Score -3025870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3025870.250000 Penalty: 5211.436523
	Iteration 62F: 3 clusters Score -3025870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -36248.128906 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -36248.13 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 307 members 
Entering Unmasked Estep 
Score: -34670.867188 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -34670.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34896.125000 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -34896.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -34955.929688 Penalty: 3156.062012
	Iteration 2Q: 3 clusters Score -34955.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -34979.179688 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -34979.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35014.761719 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -35014.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35037.757812 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -35037.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -35048.457031 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -35048.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35056.500000 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -35056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35062.062500 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -35062.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35066.730469 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -35066.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35068.667969 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -35068.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35068.667969 Penalty: 3156.062012
	Iteration 11F: 3 clusters Score -35068.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 15466 members 
Mstep: Class 3 contains 20469 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 240268 members 
Mstep: Class 6 contains 29869 members 
Mstep: Class 7 contains 40426 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 3687 members 
Mstep: Class 10 contains 52670 members 
Mstep: Class 11 contains 851744 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21457 members 
Mstep: Class 14 contains 38085 members 
Mstep: Class 15 contains 27714 members 
Mstep: Class 16 contains 7572 members 
Mstep: Class 17 contains 100653 members 
Mstep: Class 18 contains 160790 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30809 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 4608 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29580 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 12007 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5244 members 
Mstep: Class 32 contains 36568 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786288.000000 Penalty: 117974.585938
Iteration 199Q: 34 clusters Score -1.427863e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15463 members 
Mstep: Class 3 contains 20443 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 240461 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 40410 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 3680 members 
Mstep: Class 10 contains 52669 members 
Mstep: Class 11 contains 851679 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21437 members 
Mstep: Class 14 contains 38070 members 
Mstep: Class 15 contains 27751 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 100633 members 
Mstep: Class 18 contains 160799 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30805 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4586 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29554 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11997 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36559 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786128.000000 Penalty: 117974.585938
Iteration 200F: 34 clusters Score -1.427861e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 20413 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 240652 members 
Mstep: Class 6 contains 29893 members 
Mstep: Class 7 contains 40395 members 
Mstep: Class 8 contains 14639 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 52665 members 
Mstep: Class 11 contains 851616 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21416 members 
Mstep: Class 14 contains 38058 members 
Mstep: Class 15 contains 27782 members 
Mstep: Class 16 contains 7577 members 
Mstep: Class 17 contains 100614 members 
Mstep: Class 18 contains 160801 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2713 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 12350 members 
Mstep: Class 24 contains 4575 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29525 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11989 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36547 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786224.000000 Penalty: 117974.585938
Iteration 201Q: 34 clusters Score -1.427862e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 20382 members 
Mstep: Class 4 contains 4455 members 
Mstep: Class 5 contains 240828 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 40373 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 52657 members 
Mstep: Class 11 contains 851549 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 38043 members 
Mstep: Class 15 contains 27814 members 
Mstep: Class 16 contains 7578 members 
Mstep: Class 17 contains 100600 members 
Mstep: Class 18 contains 160805 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2712 members 
Mstep: Class 22 contains 30818 members 
Mstep: Class 23 contains 12352 members 
Mstep: Class 24 contains 4568 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29509 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11980 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36539 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786368.000000 Penalty: 117974.585938
Iteration 202Q: 34 clusters Score -1.427864e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 20353 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 240989 members 
Mstep: Class 6 contains 29919 members 
Mstep: Class 7 contains 40355 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 3654 members 
Mstep: Class 10 contains 52649 members 
Mstep: Class 11 contains 851490 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 38035 members 
Mstep: Class 15 contains 27836 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 17 contains 100595 members 
Mstep: Class 18 contains 160801 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30822 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 4553 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29494 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11976 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36526 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786528.000000 Penalty: 117974.585938
Iteration 203Q: 34 clusters Score -1.427865e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 15464 members 
Mstep: Class 3 contains 20336 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 241141 members 
Mstep: Class 6 contains 29939 members 
Mstep: Class 7 contains 40341 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 3639 members 
Mstep: Class 10 contains 52642 members 
Mstep: Class 11 contains 851442 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21384 members 
Mstep: Class 14 contains 38025 members 
Mstep: Class 15 contains 27849 members 
Mstep: Class 16 contains 7582 members 
Mstep: Class 17 contains 100587 members 
Mstep: Class 18 contains 160798 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30828 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29473 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11972 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36523 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786560.000000 Penalty: 117974.585938
Iteration 204Q: 34 clusters Score -1.427866e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 15462 members 
Mstep: Class 3 contains 20317 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 241283 members 
Mstep: Class 6 contains 29961 members 
Mstep: Class 7 contains 40335 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 52639 members 
Mstep: Class 11 contains 851393 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21370 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 7583 members 
Mstep: Class 17 contains 100576 members 
Mstep: Class 18 contains 160791 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30825 members 
Mstep: Class 23 contains 12353 members 
Mstep: Class 24 contains 4520 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29463 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11971 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36511 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786768.000000 Penalty: 117974.585938
Iteration 205Q: 34 clusters Score -1.427868e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 20291 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 241441 members 
Mstep: Class 6 contains 29982 members 
Mstep: Class 7 contains 40328 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 52630 members 
Mstep: Class 11 contains 851355 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21358 members 
Mstep: Class 14 contains 38005 members 
Mstep: Class 15 contains 27873 members 
Mstep: Class 16 contains 7584 members 
Mstep: Class 17 contains 100562 members 
Mstep: Class 18 contains 160784 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30823 members 
Mstep: Class 23 contains 12353 members 
Mstep: Class 24 contains 4506 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29448 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11972 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5244 members 
Mstep: Class 32 contains 36503 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786784.000000 Penalty: 117974.585938
Iteration 206Q: 34 clusters Score -1.427868e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15457 members 
Mstep: Class 3 contains 20267 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 241606 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 40322 members 
Mstep: Class 8 contains 14636 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 52622 members 
Mstep: Class 11 contains 851316 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21346 members 
Mstep: Class 14 contains 37996 members 
Mstep: Class 15 contains 27888 members 
Mstep: Class 16 contains 7585 members 
Mstep: Class 17 contains 100550 members 
Mstep: Class 18 contains 160772 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30814 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 4492 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29424 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11970 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36500 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786768.000000 Penalty: 117974.585938
Iteration 207Q: 34 clusters Score -1.427868e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 15454 members 
Mstep: Class 3 contains 20250 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 241757 members 
Mstep: Class 6 contains 30017 members 
Mstep: Class 7 contains 40310 members 
Mstep: Class 8 contains 14635 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 52611 members 
Mstep: Class 11 contains 851289 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21326 members 
Mstep: Class 14 contains 37988 members 
Mstep: Class 15 contains 27909 members 
Mstep: Class 16 contains 7587 members 
Mstep: Class 17 contains 100535 members 
Mstep: Class 18 contains 160767 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30815 members 
Mstep: Class 23 contains 12347 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29395 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11967 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36495 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786640.000000 Penalty: 117974.585938
Iteration 208Q: 34 clusters Score -1.427866e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15451 members 
Mstep: Class 3 contains 20242 members 
Mstep: Class 4 contains 4382 members 
Mstep: Class 5 contains 241886 members 
Mstep: Class 6 contains 30035 members 
Mstep: Class 7 contains 40301 members 
Mstep: Class 8 contains 14635 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 52598 members 
Mstep: Class 11 contains 851258 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21313 members 
Mstep: Class 14 contains 37980 members 
Mstep: Class 15 contains 27921 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 100522 members 
Mstep: Class 18 contains 160760 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30811 members 
Mstep: Class 23 contains 12348 members 
Mstep: Class 24 contains 4469 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29375 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11965 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36491 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786640.000000 Penalty: 117974.585938
Iteration 209Q: 34 clusters Score -1.427866e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 15447 members 
Mstep: Class 3 contains 20227 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 242001 members 
Mstep: Class 6 contains 30058 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 14634 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 52596 members 
Mstep: Class 11 contains 851238 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21295 members 
Mstep: Class 14 contains 37965 members 
Mstep: Class 15 contains 27934 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 100501 members 
Mstep: Class 18 contains 160754 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4184 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30810 members 
Mstep: Class 23 contains 12352 members 
Mstep: Class 24 contains 4465 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29358 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11961 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36480 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786688.000000 Penalty: 117974.585938
Iteration 210Q: 34 clusters Score -1.427867e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 15444 members 
Mstep: Class 3 contains 20218 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 242110 members 
Mstep: Class 6 contains 30081 members 
Mstep: Class 7 contains 40291 members 
Mstep: Class 8 contains 14633 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 52589 members 
Mstep: Class 11 contains 851206 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21286 members 
Mstep: Class 14 contains 37944 members 
Mstep: Class 15 contains 27945 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100486 members 
Mstep: Class 18 contains 160752 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30813 members 
Mstep: Class 23 contains 12352 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29339 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11959 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36478 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786688.000000 Penalty: 117974.585938
Iteration 211Q: 34 clusters Score -1.427867e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 3 contains 20202 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 242221 members 
Mstep: Class 6 contains 30100 members 
Mstep: Class 7 contains 40288 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 52584 members 
Mstep: Class 11 contains 851189 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21284 members 
Mstep: Class 14 contains 37921 members 
Mstep: Class 15 contains 27951 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100470 members 
Mstep: Class 18 contains 160741 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4190 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29325 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11957 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36473 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786560.000000 Penalty: 117974.585938
Iteration 212Q: 34 clusters Score -1.427866e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 15441 members 
Mstep: Class 3 contains 20173 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 242348 members 
Mstep: Class 6 contains 30110 members 
Mstep: Class 7 contains 40282 members 
Mstep: Class 8 contains 14631 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 52569 members 
Mstep: Class 11 contains 851174 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21283 members 
Mstep: Class 14 contains 37903 members 
Mstep: Class 15 contains 27957 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100459 members 
Mstep: Class 18 contains 160729 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4195 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29311 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11954 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36470 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786608.000000 Penalty: 117974.585938
Iteration 213Q: 34 clusters Score -1.427866e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 20147 members 
Mstep: Class 4 contains 4348 members 
Mstep: Class 5 contains 242459 members 
Mstep: Class 6 contains 30127 members 
Mstep: Class 7 contains 40268 members 
Mstep: Class 8 contains 14631 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 52561 members 
Mstep: Class 11 contains 851157 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21279 members 
Mstep: Class 14 contains 37891 members 
Mstep: Class 15 contains 27963 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100439 members 
Mstep: Class 18 contains 160726 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4200 members 
Mstep: Class 21 contains 2711 members 
Mstep: Class 22 contains 30810 members 
Mstep: Class 23 contains 12355 members 
Mstep: Class 24 contains 4463 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29294 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11952 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36467 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786640.000000 Penalty: 117974.585938
Iteration 214Q: 34 clusters Score -1.427866e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 15440 members 
Mstep: Class 3 contains 20119 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 242570 members 
Mstep: Class 6 contains 30141 members 
Mstep: Class 7 contains 40259 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 52556 members 
Mstep: Class 11 contains 851133 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21275 members 
Mstep: Class 14 contains 37881 members 
Mstep: Class 15 contains 27963 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100425 members 
Mstep: Class 18 contains 160722 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4201 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 22 contains 30810 members 
Mstep: Class 23 contains 12355 members 
Mstep: Class 24 contains 4460 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29281 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11951 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36463 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786720.000000 Penalty: 117974.585938
Iteration 215Q: 34 clusters Score -1.427867e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 242679 members 
Mstep: Class 6 contains 30147 members 
Mstep: Class 7 contains 40250 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 52548 members 
Mstep: Class 11 contains 851113 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 37867 members 
Mstep: Class 15 contains 27976 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100410 members 
Mstep: Class 18 contains 160718 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 22 contains 30816 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29272 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11950 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36459 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786624.000000 Penalty: 117974.585938
Iteration 216Q: 34 clusters Score -1.427866e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 20075 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 242781 members 
Mstep: Class 6 contains 30161 members 
Mstep: Class 7 contains 40239 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 52536 members 
Mstep: Class 11 contains 851095 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21269 members 
Mstep: Class 14 contains 37858 members 
Mstep: Class 15 contains 27985 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100407 members 
Mstep: Class 18 contains 160705 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30816 members 
Mstep: Class 23 contains 12355 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29259 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11942 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36457 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786704.000000 Penalty: 117974.585938
Iteration 217Q: 34 clusters Score -1.427867e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 20055 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 242865 members 
Mstep: Class 6 contains 30166 members 
Mstep: Class 7 contains 40232 members 
Mstep: Class 8 contains 14634 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 52530 members 
Mstep: Class 11 contains 851079 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21266 members 
Mstep: Class 14 contains 37853 members 
Mstep: Class 15 contains 27997 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100403 members 
Mstep: Class 18 contains 160699 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 12355 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29251 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11933 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36454 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786672.000000 Penalty: 117974.585938
Iteration 218Q: 34 clusters Score -1.427867e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 20040 members 
Mstep: Class 4 contains 4319 members 
Mstep: Class 5 contains 242943 members 
Mstep: Class 6 contains 30169 members 
Mstep: Class 7 contains 40227 members 
Mstep: Class 8 contains 14635 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 52521 members 
Mstep: Class 11 contains 851055 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21263 members 
Mstep: Class 14 contains 37850 members 
Mstep: Class 15 contains 28011 members 
Mstep: Class 16 contains 7591 members 
Mstep: Class 17 contains 100395 members 
Mstep: Class 18 contains 160700 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30816 members 
Mstep: Class 23 contains 12355 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29244 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11930 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36452 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786400.000000 Penalty: 117974.585938
Iteration 219Q: 34 clusters Score -1.427864e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 20027 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 243016 members 
Mstep: Class 6 contains 30173 members 
Mstep: Class 7 contains 40226 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 3505 members 
Mstep: Class 10 contains 52505 members 
Mstep: Class 11 contains 851043 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21260 members 
Mstep: Class 14 contains 37847 members 
Mstep: Class 15 contains 28010 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100393 members 
Mstep: Class 18 contains 160695 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30816 members 
Mstep: Class 23 contains 12356 members 
Mstep: Class 24 contains 4431 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29241 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11926 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36448 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786400.000000 Penalty: 117974.585938
Iteration 220F: 34 clusters Score -1.427864e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 20018 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 243072 members 
Mstep: Class 6 contains 30178 members 
Mstep: Class 7 contains 40226 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 52493 members 
Mstep: Class 11 contains 851024 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21259 members 
Mstep: Class 14 contains 37845 members 
Mstep: Class 15 contains 28018 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100387 members 
Mstep: Class 18 contains 160696 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 12356 members 
Mstep: Class 24 contains 4422 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29236 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11924 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36452 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786384.000000 Penalty: 117974.585938
Iteration 221Q: 34 clusters Score -1.427864e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15436 members 
Mstep: Class 3 contains 20006 members 
Mstep: Class 4 contains 4310 members 
Mstep: Class 5 contains 243127 members 
Mstep: Class 6 contains 30185 members 
Mstep: Class 7 contains 40224 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 3495 members 
Mstep: Class 10 contains 52483 members 
Mstep: Class 11 contains 851016 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21257 members 
Mstep: Class 14 contains 37846 members 
Mstep: Class 15 contains 28028 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100383 members 
Mstep: Class 18 contains 160695 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30809 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29231 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11918 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36449 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786368.000000 Penalty: 117974.585938
Iteration 222Q: 34 clusters Score -1.427864e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 243173 members 
Mstep: Class 6 contains 30194 members 
Mstep: Class 7 contains 40216 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 52481 members 
Mstep: Class 11 contains 851007 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21257 members 
Mstep: Class 14 contains 37846 members 
Mstep: Class 15 contains 28046 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100376 members 
Mstep: Class 18 contains 160697 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30804 members 
Mstep: Class 23 contains 12353 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29224 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11908 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36449 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786256.000000 Penalty: 117974.585938
Iteration 223Q: 34 clusters Score -1.427863e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 19984 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 243225 members 
Mstep: Class 6 contains 30210 members 
Mstep: Class 7 contains 40206 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 3490 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 850987 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21254 members 
Mstep: Class 14 contains 37844 members 
Mstep: Class 15 contains 28064 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100370 members 
Mstep: Class 18 contains 160699 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30798 members 
Mstep: Class 23 contains 12354 members 
Mstep: Class 24 contains 4399 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29217 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11903 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5245 members 
Mstep: Class 32 contains 36445 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786336.000000 Penalty: 117974.585938
Iteration 224Q: 34 clusters Score -1.427863e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 4286 members 
Mstep: Class 5 contains 243280 members 
Mstep: Class 6 contains 30225 members 
Mstep: Class 7 contains 40196 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 3485 members 
Mstep: Class 10 contains 52485 members 
Mstep: Class 11 contains 850986 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21256 members 
Mstep: Class 14 contains 37841 members 
Mstep: Class 15 contains 28074 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100360 members 
Mstep: Class 18 contains 160698 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2720 members 
Mstep: Class 22 contains 30794 members 
Mstep: Class 23 contains 12353 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29210 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11899 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36439 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786320.000000 Penalty: 117974.585938
Iteration 225Q: 34 clusters Score -1.427863e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19954 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 243345 members 
Mstep: Class 6 contains 30233 members 
Mstep: Class 7 contains 40190 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 3479 members 
Mstep: Class 10 contains 52485 members 
Mstep: Class 11 contains 850981 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 28083 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100353 members 
Mstep: Class 18 contains 160693 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 30788 members 
Mstep: Class 23 contains 12352 members 
Mstep: Class 24 contains 4384 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29205 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11892 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36434 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786320.000000 Penalty: 117974.585938
Iteration 226Q: 34 clusters Score -1.427863e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19948 members 
Mstep: Class 4 contains 4267 members 
Mstep: Class 5 contains 243395 members 
Mstep: Class 6 contains 30249 members 
Mstep: Class 7 contains 40188 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 3471 members 
Mstep: Class 10 contains 52486 members 
Mstep: Class 11 contains 850972 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21259 members 
Mstep: Class 14 contains 37832 members 
Mstep: Class 15 contains 28084 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100352 members 
Mstep: Class 18 contains 160687 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 30784 members 
Mstep: Class 23 contains 12353 members 
Mstep: Class 24 contains 4377 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29200 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11891 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36429 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786336.000000 Penalty: 117974.585938
Iteration 227Q: 34 clusters Score -1.427863e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19946 members 
Mstep: Class 4 contains 4254 members 
Mstep: Class 5 contains 243432 members 
Mstep: Class 6 contains 30266 members 
Mstep: Class 7 contains 40187 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 52488 members 
Mstep: Class 11 contains 850956 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21257 members 
Mstep: Class 14 contains 37827 members 
Mstep: Class 15 contains 28088 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100347 members 
Mstep: Class 18 contains 160687 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2720 members 
Mstep: Class 22 contains 30787 members 
Mstep: Class 23 contains 12351 members 
Mstep: Class 24 contains 4370 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29198 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11891 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36426 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786416.000000 Penalty: 117974.585938
Iteration 228Q: 34 clusters Score -1.427864e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19945 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 243469 members 
Mstep: Class 6 contains 30279 members 
Mstep: Class 7 contains 40188 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 3462 members 
Mstep: Class 10 contains 52488 members 
Mstep: Class 11 contains 850941 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21255 members 
Mstep: Class 14 contains 37827 members 
Mstep: Class 15 contains 28091 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100337 members 
Mstep: Class 18 contains 160685 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2720 members 
Mstep: Class 22 contains 30786 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4368 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29199 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11891 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36422 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786528.000000 Penalty: 117974.585938
Iteration 229Q: 34 clusters Score -1.427865e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19943 members 
Mstep: Class 4 contains 4232 members 
Mstep: Class 5 contains 243500 members 
Mstep: Class 6 contains 30297 members 
Mstep: Class 7 contains 40186 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 10 contains 52491 members 
Mstep: Class 11 contains 850937 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 28090 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100330 members 
Mstep: Class 18 contains 160680 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2720 members 
Mstep: Class 22 contains 30784 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4365 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29198 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11891 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36419 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786560.000000 Penalty: 117974.585938
Iteration 230Q: 34 clusters Score -1.427866e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19941 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 243535 members 
Mstep: Class 6 contains 30310 members 
Mstep: Class 7 contains 40183 members 
Mstep: Class 8 contains 14644 members 
Mstep: Class 9 contains 3451 members 
Mstep: Class 10 contains 52493 members 
Mstep: Class 11 contains 850931 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37823 members 
Mstep: Class 15 contains 28091 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 100326 members 
Mstep: Class 18 contains 160678 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30783 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29195 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11891 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36417 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786608.000000 Penalty: 117974.585938
Iteration 231Q: 34 clusters Score -1.427866e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19938 members 
Mstep: Class 4 contains 4202 members 
Mstep: Class 5 contains 243569 members 
Mstep: Class 6 contains 30325 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 14646 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 52490 members 
Mstep: Class 11 contains 850923 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37822 members 
Mstep: Class 15 contains 28097 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100322 members 
Mstep: Class 18 contains 160678 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4208 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30778 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4357 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29192 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11890 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36410 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786624.000000 Penalty: 117974.585938
Iteration 232Q: 34 clusters Score -1.427866e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19935 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 243599 members 
Mstep: Class 6 contains 30343 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 14646 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 850913 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 37819 members 
Mstep: Class 15 contains 28100 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100320 members 
Mstep: Class 18 contains 160676 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30775 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29192 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11890 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36404 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786528.000000 Penalty: 117974.585938
Iteration 233Q: 34 clusters Score -1.427865e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 15437 members 
Mstep: Class 3 contains 19931 members 
Mstep: Class 4 contains 4173 members 
Mstep: Class 5 contains 243630 members 
Mstep: Class 6 contains 30354 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 14646 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 850905 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 37814 members 
Mstep: Class 15 contains 28104 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100319 members 
Mstep: Class 18 contains 160676 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30775 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4349 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29190 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11889 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36400 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786544.000000 Penalty: 117974.585938
Iteration 234Q: 34 clusters Score -1.427865e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 19923 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 243659 members 
Mstep: Class 6 contains 30366 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 850896 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 37812 members 
Mstep: Class 15 contains 28105 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100319 members 
Mstep: Class 18 contains 160673 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30773 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4348 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29191 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11888 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36399 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786624.000000 Penalty: 117974.585938
Iteration 235Q: 34 clusters Score -1.427866e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 19919 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 243695 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 40182 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3440 members 
Mstep: Class 10 contains 52484 members 
Mstep: Class 11 contains 850887 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 37812 members 
Mstep: Class 15 contains 28105 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100314 members 
Mstep: Class 18 contains 160672 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2719 members 
Mstep: Class 22 contains 30770 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29190 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11889 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36394 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786624.000000 Penalty: 117974.585938
Iteration 236Q: 34 clusters Score -1.427866e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 19911 members 
Mstep: Class 4 contains 4125 members 
Mstep: Class 5 contains 243733 members 
Mstep: Class 6 contains 30399 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 52484 members 
Mstep: Class 11 contains 850881 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21244 members 
Mstep: Class 14 contains 37811 members 
Mstep: Class 15 contains 28108 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100311 members 
Mstep: Class 18 contains 160671 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30767 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29188 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11889 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5246 members 
Mstep: Class 32 contains 36386 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786608.000000 Penalty: 117974.585938
Iteration 237Q: 34 clusters Score -1.427866e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 15438 members 
Mstep: Class 3 contains 19904 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 243771 members 
Mstep: Class 6 contains 30405 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3434 members 
Mstep: Class 10 contains 52483 members 
Mstep: Class 11 contains 850872 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21242 members 
Mstep: Class 14 contains 37809 members 
Mstep: Class 15 contains 28112 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100310 members 
Mstep: Class 18 contains 160669 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30767 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29184 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11888 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5247 members 
Mstep: Class 32 contains 36379 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142786592.000000 Penalty: 117974.585938
Iteration 238Q: 34 clusters Score -1.427866e+08 nChanged 81
Entering ConstructFrom: 
Score: -142786592.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (29869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Entering Unmasked Estep 
Score: -2384320.250000 Penalty: 2555.535156
	Iteration 0F: 2 clusters Score -2384320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2363810.500000 Penalty: 5111.070312
	Iteration 0F: 3 clusters Score -2363810 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2371111.000000 Penalty: 5111.070312
	Iteration 1F: 3 clusters Score -2371111 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2371545.500000 Penalty: 5111.070312
	Iteration 2Q: 3 clusters Score -2371546 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2371943.500000 Penalty: 5111.070312
	Iteration 3Q: 3 clusters Score -2371944 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2372334.500000 Penalty: 5111.070312
	Iteration 4Q: 3 clusters Score -2372334 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2372760.000000 Penalty: 5111.070312
	Iteration 5Q: 3 clusters Score -2372760 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2373242.000000 Penalty: 5111.070312
	Iteration 6Q: 3 clusters Score -2373242 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2373853.000000 Penalty: 5111.070312
	Iteration 7Q: 3 clusters Score -2373853 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2374603.000000 Penalty: 5111.070312
	Iteration 8Q: 3 clusters Score -2374603 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2375436.250000 Penalty: 5111.070312
	Iteration 9Q: 3 clusters Score -2375436 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2376317.000000 Penalty: 5111.070312
	Iteration 10F: 3 clusters Score -2376317 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2377130.250000 Penalty: 5111.070312
	Iteration 11Q: 3 clusters Score -2377130 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2377796.750000 Penalty: 5111.070312
	Iteration 12Q: 3 clusters Score -2377797 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2378468.000000 Penalty: 5111.070312
	Iteration 13Q: 3 clusters Score -2378468 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2379251.000000 Penalty: 5111.070312
	Iteration 14Q: 3 clusters Score -2379251 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2380160.750000 Penalty: 5111.070312
	Iteration 15Q: 3 clusters Score -2380161 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2380994.500000 Penalty: 5111.070312
	Iteration 16Q: 3 clusters Score -2380994 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2381647.500000 Penalty: 5111.070312
	Iteration 17Q: 3 clusters Score -2381648 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2382075.250000 Penalty: 5111.070312
	Iteration 18Q: 3 clusters Score -2382075 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2382355.500000 Penalty: 5111.070312
	Iteration 19Q: 3 clusters Score -2382356 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2382535.250000 Penalty: 5111.070312
	Iteration 20F: 3 clusters Score -2382535 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2382660.500000 Penalty: 5111.070312
	Iteration 21Q: 3 clusters Score -2382660 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2382737.750000 Penalty: 5111.070312
	Iteration 22Q: 3 clusters Score -2382738 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2382808.500000 Penalty: 5111.070312
	Iteration 23Q: 3 clusters Score -2382808 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2382852.750000 Penalty: 5111.070312
	Iteration 24Q: 3 clusters Score -2382853 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2382898.750000 Penalty: 5111.070312
	Iteration 25Q: 3 clusters Score -2382899 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2382930.250000 Penalty: 5111.070312
	Iteration 26Q: 3 clusters Score -2382930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2382954.750000 Penalty: 5111.070312
	Iteration 27Q: 3 clusters Score -2382955 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2382982.500000 Penalty: 5111.070312
	Iteration 28Q: 3 clusters Score -2382982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2383016.250000 Penalty: 5111.070312
	Iteration 29Q: 3 clusters Score -2383016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2383045.000000 Penalty: 5111.070312
	Iteration 30Q: 3 clusters Score -2383045 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2383072.750000 Penalty: 5111.070312
	Iteration 31Q: 3 clusters Score -2383073 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2383099.000000 Penalty: 5111.070312
	Iteration 32Q: 3 clusters Score -2383099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2383125.500000 Penalty: 5111.070312
	Iteration 33Q: 3 clusters Score -2383126 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2383152.500000 Penalty: 5111.070312
	Iteration 34Q: 3 clusters Score -2383152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2383165.750000 Penalty: 5111.070312
	Iteration 35Q: 3 clusters Score -2383166 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2383187.500000 Penalty: 5111.070312
	Iteration 36Q: 3 clusters Score -2383188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2383201.500000 Penalty: 5111.070312
	Iteration 37Q: 3 clusters Score -2383202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2383204.500000 Penalty: 5111.070312
	Iteration 38Q: 3 clusters Score -2383204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2383211.500000 Penalty: 5111.070312
	Iteration 39Q: 3 clusters Score -2383212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2383214.000000 Penalty: 5111.070312
	Iteration 40F: 3 clusters Score -2383214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2383217.750000 Penalty: 5111.070312
	Iteration 41Q: 3 clusters Score -2383218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2383222.500000 Penalty: 5111.070312
	Iteration 42Q: 3 clusters Score -2383222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2383235.500000 Penalty: 5111.070312
	Iteration 43Q: 3 clusters Score -2383236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2383235.750000 Penalty: 5111.070312
	Iteration 44Q: 3 clusters Score -2383236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2383237.500000 Penalty: 5111.070312
	Iteration 45Q: 3 clusters Score -2383238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2383239.750000 Penalty: 5111.070312
	Iteration 46Q: 3 clusters Score -2383240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2383249.000000 Penalty: 5111.070312
	Iteration 47Q: 3 clusters Score -2383249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2383249.250000 Penalty: 5111.070312
	Iteration 48Q: 3 clusters Score -2383249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2383256.750000 Penalty: 5111.070312
	Iteration 49Q: 3 clusters Score -2383257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2383254.000000 Penalty: 5111.070312
	Iteration 50Q: 3 clusters Score -2383254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2383255.500000 Penalty: 5111.070312
	Iteration 51Q: 3 clusters Score -2383256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2383256.750000 Penalty: 5111.070312
	Iteration 52Q: 3 clusters Score -2383257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2383259.000000 Penalty: 5111.070312
	Iteration 53Q: 3 clusters Score -2383259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2383261.000000 Penalty: 5111.070312
	Iteration 54Q: 3 clusters Score -2383261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2383262.250000 Penalty: 5111.070312
	Iteration 55Q: 3 clusters Score -2383262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2383264.250000 Penalty: 5111.070312
	Iteration 56Q: 3 clusters Score -2383264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2383263.500000 Penalty: 5111.070312
	Iteration 57Q: 3 clusters Score -2383264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2383265.000000 Penalty: 5111.070312
	Iteration 58Q: 3 clusters Score -2383265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2383267.500000 Penalty: 5111.070312
	Iteration 59Q: 3 clusters Score -2383268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2383267.500000 Penalty: 5111.070312
	Iteration 60F: 3 clusters Score -2383268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2383267.750000 Penalty: 5111.070312
	Iteration 61Q: 3 clusters Score -2383268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2383267.500000 Penalty: 5111.070312
	Iteration 62Q: 3 clusters Score -2383268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2383267.500000 Penalty: 5111.070312
	Iteration 63F: 3 clusters Score -2383268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Entering Unmasked Estep 
Score: -1186397.500000 Penalty: 2391.825439
	Iteration 0F: 2 clusters Score -1186398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1175256.250000 Penalty: 4783.650879
	Iteration 0F: 3 clusters Score -1175256 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1178756.500000 Penalty: 4783.650879
	Iteration 1F: 3 clusters Score -1178756 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1179338.625000 Penalty: 4783.650879
	Iteration 2F: 3 clusters Score -1179339 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1179986.500000 Penalty: 4783.650879
	Iteration 3F: 3 clusters Score -1179986 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1180805.750000 Penalty: 4783.650879
	Iteration 4F: 3 clusters Score -1180806 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1181822.375000 Penalty: 4783.650879
	Iteration 5F: 3 clusters Score -1181822 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1183131.000000 Penalty: 4783.650879
	Iteration 6F: 3 clusters Score -1183131 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1184703.500000 Penalty: 4783.650879
	Iteration 7F: 3 clusters Score -1184704 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1185670.250000 Penalty: 4783.650879
	Iteration 8F: 3 clusters Score -1185670 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1186187.250000 Penalty: 4783.650879
	Iteration 9Q: 3 clusters Score -1186187 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1186501.500000 Penalty: 4783.650879
	Iteration 10Q: 3 clusters Score -1186502 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1186717.625000 Penalty: 4783.650879
	Iteration 11Q: 3 clusters Score -1186718 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1186897.125000 Penalty: 4783.650879
	Iteration 12Q: 3 clusters Score -1186897 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1187075.625000 Penalty: 4783.650879
	Iteration 13Q: 3 clusters Score -1187076 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1187219.250000 Penalty: 4783.650879
	Iteration 14Q: 3 clusters Score -1187219 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1187355.500000 Penalty: 4783.650879
	Iteration 15Q: 3 clusters Score -1187356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1187450.500000 Penalty: 4783.650879
	Iteration 16Q: 3 clusters Score -1187450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1187510.750000 Penalty: 4783.650879
	Iteration 17Q: 3 clusters Score -1187511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1187565.375000 Penalty: 4783.650879
	Iteration 18Q: 3 clusters Score -1187565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1187599.500000 Penalty: 4783.650879
	Iteration 19Q: 3 clusters Score -1187600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1187622.375000 Penalty: 4783.650879
	Iteration 20F: 3 clusters Score -1187622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1187642.375000 Penalty: 4783.650879
	Iteration 21Q: 3 clusters Score -1187642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1187659.875000 Penalty: 4783.650879
	Iteration 22Q: 3 clusters Score -1187660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1187673.000000 Penalty: 4783.650879
	Iteration 23Q: 3 clusters Score -1187673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1187681.375000 Penalty: 4783.650879
	Iteration 24Q: 3 clusters Score -1187681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1187687.625000 Penalty: 4783.650879
	Iteration 25Q: 3 clusters Score -1187688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1187692.625000 Penalty: 4783.650879
	Iteration 26Q: 3 clusters Score -1187693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1187698.000000 Penalty: 4783.650879
	Iteration 27Q: 3 clusters Score -1187698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1187699.000000 Penalty: 4783.650879
	Iteration 28Q: 3 clusters Score -1187699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1187702.000000 Penalty: 4783.650879
	Iteration 29Q: 3 clusters Score -1187702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1187707.625000 Penalty: 4783.650879
	Iteration 30Q: 3 clusters Score -1187708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1187709.625000 Penalty: 4783.650879
	Iteration 31Q: 3 clusters Score -1187710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1187713.125000 Penalty: 4783.650879
	Iteration 32Q: 3 clusters Score -1187713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1187716.500000 Penalty: 4783.650879
	Iteration 33Q: 3 clusters Score -1187716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1187725.000000 Penalty: 4783.650879
	Iteration 34Q: 3 clusters Score -1187725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1187725.000000 Penalty: 4783.650879
	Iteration 35Q: 3 clusters Score -1187725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1187730.000000 Penalty: 4783.650879
	Iteration 36Q: 3 clusters Score -1187730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1187732.625000 Penalty: 4783.650879
	Iteration 37Q: 3 clusters Score -1187733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1187734.875000 Penalty: 4783.650879
	Iteration 38Q: 3 clusters Score -1187735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1187735.625000 Penalty: 4783.650879
	Iteration 39Q: 3 clusters Score -1187736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1187737.125000 Penalty: 4783.650879
	Iteration 40F: 3 clusters Score -1187737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1187742.000000 Penalty: 4783.650879
	Iteration 41Q: 3 clusters Score -1187742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1187739.250000 Penalty: 4783.650879
	Iteration 42Q: 3 clusters Score -1187739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1187742.125000 Penalty: 4783.650879
	Iteration 43Q: 3 clusters Score -1187742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1187743.000000 Penalty: 4783.650879
	Iteration 44Q: 3 clusters Score -1187743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1187742.000000 Penalty: 4783.650879
	Iteration 45Q: 3 clusters Score -1187742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1187744.500000 Penalty: 4783.650879
	Iteration 46Q: 3 clusters Score -1187744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1187743.875000 Penalty: 4783.650879
	Iteration 47Q: 3 clusters Score -1187744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1187745.000000 Penalty: 4783.650879
	Iteration 48Q: 3 clusters Score -1187745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1187745.000000 Penalty: 4783.650879
	Iteration 49F: 3 clusters Score -1187745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 19898 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 243796 members 
Mstep: Class 6 contains 30421 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 52480 members 
Mstep: Class 11 contains 850864 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 37809 members 
Mstep: Class 15 contains 28117 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100310 members 
Mstep: Class 18 contains 160671 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30763 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29183 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 11888 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5248 members 
Mstep: Class 32 contains 36377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 3843 members 
Entering Unmasked Estep 
Score: -142786752.000000 Penalty: 121549.570312
Splitting cluster 2 changes total score from -142786592.000000 to -142786752.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (19898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Entering Unmasked Estep 
Score: -1648038.750000 Penalty: 2454.796875
	Iteration 0F: 2 clusters Score -1648039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1633961.750000 Penalty: 4909.593750
	Iteration 0F: 3 clusters Score -1633962 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1638659.250000 Penalty: 4909.593750
	Iteration 1F: 3 clusters Score -1638659 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1639030.125000 Penalty: 4909.593750
	Iteration 2F: 3 clusters Score -1639030 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1639294.625000 Penalty: 4909.593750
	Iteration 3Q: 3 clusters Score -1639295 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1639525.875000 Penalty: 4909.593750
	Iteration 4Q: 3 clusters Score -1639526 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1639765.500000 Penalty: 4909.593750
	Iteration 5Q: 3 clusters Score -1639766 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1639964.375000 Penalty: 4909.593750
	Iteration 6Q: 3 clusters Score -1639964 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1640181.500000 Penalty: 4909.593750
	Iteration 7Q: 3 clusters Score -1640182 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1640433.500000 Penalty: 4909.593750
	Iteration 8Q: 3 clusters Score -1640434 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1640754.750000 Penalty: 4909.593750
	Iteration 9Q: 3 clusters Score -1640755 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1641143.250000 Penalty: 4909.593750
	Iteration 10Q: 3 clusters Score -1641143 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1641649.125000 Penalty: 4909.593750
	Iteration 11Q: 3 clusters Score -1641649 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1642218.875000 Penalty: 4909.593750
	Iteration 12Q: 3 clusters Score -1642219 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1642845.750000 Penalty: 4909.593750
	Iteration 13Q: 3 clusters Score -1642846 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1643523.125000 Penalty: 4909.593750
	Iteration 14Q: 3 clusters Score -1643523 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1644092.875000 Penalty: 4909.593750
	Iteration 15Q: 3 clusters Score -1644093 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1644606.875000 Penalty: 4909.593750
	Iteration 16Q: 3 clusters Score -1644607 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1644961.000000 Penalty: 4909.593750
	Iteration 17Q: 3 clusters Score -1644961 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1645212.125000 Penalty: 4909.593750
	Iteration 18Q: 3 clusters Score -1645212 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1645368.750000 Penalty: 4909.593750
	Iteration 19Q: 3 clusters Score -1645369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1645497.375000 Penalty: 4909.593750
	Iteration 20F: 3 clusters Score -1645497 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1645587.375000 Penalty: 4909.593750
	Iteration 21Q: 3 clusters Score -1645587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1645669.625000 Penalty: 4909.593750
	Iteration 22Q: 3 clusters Score -1645670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1645730.500000 Penalty: 4909.593750
	Iteration 23Q: 3 clusters Score -1645730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1645762.250000 Penalty: 4909.593750
	Iteration 24Q: 3 clusters Score -1645762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1645780.375000 Penalty: 4909.593750
	Iteration 25Q: 3 clusters Score -1645780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1645794.750000 Penalty: 4909.593750
	Iteration 26Q: 3 clusters Score -1645795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1645809.625000 Penalty: 4909.593750
	Iteration 27Q: 3 clusters Score -1645810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1645822.875000 Penalty: 4909.593750
	Iteration 28Q: 3 clusters Score -1645823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1645824.000000 Penalty: 4909.593750
	Iteration 29Q: 3 clusters Score -1645824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1645833.375000 Penalty: 4909.593750
	Iteration 30Q: 3 clusters Score -1645833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1645842.625000 Penalty: 4909.593750
	Iteration 31Q: 3 clusters Score -1645843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1645845.875000 Penalty: 4909.593750
	Iteration 32Q: 3 clusters Score -1645846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1645850.625000 Penalty: 4909.593750
	Iteration 33Q: 3 clusters Score -1645851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1645855.375000 Penalty: 4909.593750
	Iteration 34Q: 3 clusters Score -1645855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1645855.125000 Penalty: 4909.593750
	Iteration 35Q: 3 clusters Score -1645855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1645862.875000 Penalty: 4909.593750
	Iteration 36Q: 3 clusters Score -1645863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1645866.125000 Penalty: 4909.593750
	Iteration 37Q: 3 clusters Score -1645866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1645867.375000 Penalty: 4909.593750
	Iteration 38Q: 3 clusters Score -1645867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1645870.875000 Penalty: 4909.593750
	Iteration 39Q: 3 clusters Score -1645871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1645873.250000 Penalty: 4909.593750
	Iteration 40F: 3 clusters Score -1645873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1645875.375000 Penalty: 4909.593750
	Iteration 41Q: 3 clusters Score -1645875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1645879.750000 Penalty: 4909.593750
	Iteration 42Q: 3 clusters Score -1645880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1645885.000000 Penalty: 4909.593750
	Iteration 43Q: 3 clusters Score -1645885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1645890.875000 Penalty: 4909.593750
	Iteration 44Q: 3 clusters Score -1645891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1645896.500000 Penalty: 4909.593750
	Iteration 45Q: 3 clusters Score -1645896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1645900.875000 Penalty: 4909.593750
	Iteration 46Q: 3 clusters Score -1645901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1645906.250000 Penalty: 4909.593750
	Iteration 47Q: 3 clusters Score -1645906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1645908.125000 Penalty: 4909.593750
	Iteration 48Q: 3 clusters Score -1645908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1645911.375000 Penalty: 4909.593750
	Iteration 49Q: 3 clusters Score -1645911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1645918.500000 Penalty: 4909.593750
	Iteration 50Q: 3 clusters Score -1645918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1645925.000000 Penalty: 4909.593750
	Iteration 51Q: 3 clusters Score -1645925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1645930.625000 Penalty: 4909.593750
	Iteration 52Q: 3 clusters Score -1645931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1645933.125000 Penalty: 4909.593750
	Iteration 53Q: 3 clusters Score -1645933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1645931.500000 Penalty: 4909.593750
	Iteration 54Q: 3 clusters Score -1645932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1645932.625000 Penalty: 4909.593750
	Iteration 55Q: 3 clusters Score -1645933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1645934.375000 Penalty: 4909.593750
	Iteration 56Q: 3 clusters Score -1645934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1645933.875000 Penalty: 4909.593750
	Iteration 57Q: 3 clusters Score -1645934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1645933.250000 Penalty: 4909.593750
	Iteration 58Q: 3 clusters Score -1645933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1645933.250000 Penalty: 4909.593750
	Iteration 59F: 3 clusters Score -1645933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -310152.218750 Penalty: 2063.531494
	Iteration 0F: 2 clusters Score -310152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -306208.375000 Penalty: 4127.062988
	Iteration 0F: 3 clusters Score -306208.4 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -307241.968750 Penalty: 4127.062988
	Iteration 1F: 3 clusters Score -307242 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -307656.093750 Penalty: 4127.062988
	Iteration 2F: 3 clusters Score -307656.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -308061.593750 Penalty: 4127.062988
	Iteration 3F: 3 clusters Score -308061.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -308454.031250 Penalty: 4127.062988
	Iteration 4F: 3 clusters Score -308454 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -308752.906250 Penalty: 4127.062988
	Iteration 5F: 3 clusters Score -308752.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -308940.812500 Penalty: 4127.062988
	Iteration 6F: 3 clusters Score -308940.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -309063.750000 Penalty: 4127.062988
	Iteration 7Q: 3 clusters Score -309063.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -309131.062500 Penalty: 4127.062988
	Iteration 8Q: 3 clusters Score -309131.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -309168.812500 Penalty: 4127.062988
	Iteration 9Q: 3 clusters Score -309168.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -309203.156250 Penalty: 4127.062988
	Iteration 10Q: 3 clusters Score -309203.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -309217.906250 Penalty: 4127.062988
	Iteration 11Q: 3 clusters Score -309217.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -309226.437500 Penalty: 4127.062988
	Iteration 12Q: 3 clusters Score -309226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -309232.906250 Penalty: 4127.062988
	Iteration 13Q: 3 clusters Score -309232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -309236.906250 Penalty: 4127.062988
	Iteration 14Q: 3 clusters Score -309236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -309240.156250 Penalty: 4127.062988
	Iteration 15Q: 3 clusters Score -309240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -309242.562500 Penalty: 4127.062988
	Iteration 16Q: 3 clusters Score -309242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -309243.593750 Penalty: 4127.062988
	Iteration 17Q: 3 clusters Score -309243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -309243.593750 Penalty: 4127.062988
	Iteration 18F: 3 clusters Score -309243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (243796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243796 members 
Entering Unmasked Estep 
Score: -19696614.000000 Penalty: 3076.213623
	Iteration 0F: 2 clusters Score -1.969661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -19533140.000000 Penalty: 6152.427246
	Iteration 0F: 3 clusters Score -1.953314e+07 nChanged 117821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123583 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -19602152.000000 Penalty: 6152.427246
	Iteration 1F: 3 clusters Score -1.960215e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -19603174.000000 Penalty: 6152.427246
	Iteration 2Q: 3 clusters Score -1.960317e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 118726 members 
Entering Unmasked Estep 
Score: -19604656.000000 Penalty: 6152.427246
	Iteration 3Q: 3 clusters Score -1.960466e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -19606224.000000 Penalty: 6152.427246
	Iteration 4Q: 3 clusters Score -1.960622e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 114956 members 
Entering Unmasked Estep 
Score: -19608240.000000 Penalty: 6152.427246
	Iteration 5Q: 3 clusters Score -1.960824e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132246 members 
Mstep: Class 2 contains 111550 members 
Entering Unmasked Estep 
Score: -19610716.000000 Penalty: 6152.427246
	Iteration 6Q: 3 clusters Score -1.961072e+07 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137264 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -19614274.000000 Penalty: 6152.427246
	Iteration 7Q: 3 clusters Score -1.961427e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144623 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -19618896.000000 Penalty: 6152.427246
	Iteration 8Q: 3 clusters Score -1.96189e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 89007 members 
Entering Unmasked Estep 
Score: -19625830.000000 Penalty: 6152.427246
	Iteration 9F: 3 clusters Score -1.962583e+07 nChanged 14657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -19635840.000000 Penalty: 6152.427246
	Iteration 10F: 3 clusters Score -1.963584e+07 nChanged 15577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181667 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -19647896.000000 Penalty: 6152.427246
	Iteration 11F: 3 clusters Score -1.96479e+07 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194813 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -19660362.000000 Penalty: 6152.427246
	Iteration 12F: 3 clusters Score -1.966036e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205067 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -19669236.000000 Penalty: 6152.427246
	Iteration 13Q: 3 clusters Score -1.966924e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212615 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -19674972.000000 Penalty: 6152.427246
	Iteration 14Q: 3 clusters Score -1.967497e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218639 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -19679252.000000 Penalty: 6152.427246
	Iteration 15Q: 3 clusters Score -1.967925e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223828 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -19682660.000000 Penalty: 6152.427246
	Iteration 16Q: 3 clusters Score -1.968266e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -19685526.000000 Penalty: 6152.427246
	Iteration 17Q: 3 clusters Score -1.968553e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231724 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -19687838.000000 Penalty: 6152.427246
	Iteration 18Q: 3 clusters Score -1.968784e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234519 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -19689802.000000 Penalty: 6152.427246
	Iteration 19Q: 3 clusters Score -1.96898e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236638 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -19691406.000000 Penalty: 6152.427246
	Iteration 20F: 3 clusters Score -1.969141e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238157 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -19692476.000000 Penalty: 6152.427246
	Iteration 21Q: 3 clusters Score -1.969248e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239261 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -19693078.000000 Penalty: 6152.427246
	Iteration 22Q: 3 clusters Score -1.969308e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240053 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -19693490.000000 Penalty: 6152.427246
	Iteration 23Q: 3 clusters Score -1.969349e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240621 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -19693730.000000 Penalty: 6152.427246
	Iteration 24Q: 3 clusters Score -1.969373e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240992 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -19693898.000000 Penalty: 6152.427246
	Iteration 25Q: 3 clusters Score -1.96939e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241258 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -19693998.000000 Penalty: 6152.427246
	Iteration 26Q: 3 clusters Score -1.9694e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241455 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -19694064.000000 Penalty: 6152.427246
	Iteration 27Q: 3 clusters Score -1.969406e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241611 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19694144.000000 Penalty: 6152.427246
	Iteration 28Q: 3 clusters Score -1.969414e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241739 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19694200.000000 Penalty: 6152.427246
	Iteration 29Q: 3 clusters Score -1.96942e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241835 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -19694254.000000 Penalty: 6152.427246
	Iteration 30Q: 3 clusters Score -1.969425e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241923 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -19694268.000000 Penalty: 6152.427246
	Iteration 31Q: 3 clusters Score -1.969427e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241987 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19694292.000000 Penalty: 6152.427246
	Iteration 32Q: 3 clusters Score -1.969429e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242058 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19694294.000000 Penalty: 6152.427246
	Iteration 33Q: 3 clusters Score -1.969429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242114 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19694348.000000 Penalty: 6152.427246
	Iteration 34Q: 3 clusters Score -1.969435e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242177 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -19694368.000000 Penalty: 6152.427246
	Iteration 35Q: 3 clusters Score -1.969437e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242226 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19694380.000000 Penalty: 6152.427246
	Iteration 36Q: 3 clusters Score -1.969438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242283 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -19694406.000000 Penalty: 6152.427246
	Iteration 37Q: 3 clusters Score -1.969441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242324 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19694430.000000 Penalty: 6152.427246
	Iteration 38Q: 3 clusters Score -1.969443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242349 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19694434.000000 Penalty: 6152.427246
	Iteration 39Q: 3 clusters Score -1.969443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242371 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19694426.000000 Penalty: 6152.427246
	Iteration 40F: 3 clusters Score -1.969443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242387 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -19694442.000000 Penalty: 6152.427246
	Iteration 41Q: 3 clusters Score -1.969444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242401 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -19694474.000000 Penalty: 6152.427246
	Iteration 42Q: 3 clusters Score -1.969447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242413 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19694466.000000 Penalty: 6152.427246
	Iteration 43Q: 3 clusters Score -1.969447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242422 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19694470.000000 Penalty: 6152.427246
	Iteration 44Q: 3 clusters Score -1.969447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242427 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -19694478.000000 Penalty: 6152.427246
	Iteration 45Q: 3 clusters Score -1.969448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242431 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19694470.000000 Penalty: 6152.427246
	Iteration 46Q: 3 clusters Score -1.969447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242433 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19694484.000000 Penalty: 6152.427246
	Iteration 47Q: 3 clusters Score -1.969448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242434 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -19694476.000000 Penalty: 6152.427246
	Iteration 48Q: 3 clusters Score -1.969448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242435 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -19694484.000000 Penalty: 6152.427246
	Iteration 49Q: 3 clusters Score -1.969448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19694470.000000 Penalty: 6152.427246
	Iteration 50Q: 3 clusters Score -1.969447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242437 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -19694474.000000 Penalty: 6152.427246
	Iteration 51Q: 3 clusters Score -1.969447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19694474.000000 Penalty: 6152.427246
	Iteration 52Q: 3 clusters Score -1.969447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242436 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19694474.000000 Penalty: 6152.427246
	Iteration 53F: 3 clusters Score -1.969447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Entering Unmasked Estep 
Score: -2410720.750000 Penalty: 2560.076416
	Iteration 0F: 2 clusters Score -2410721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2389843.500000 Penalty: 5120.152832
	Iteration 0F: 3 clusters Score -2389844 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2397421.250000 Penalty: 5120.152832
	Iteration 1F: 3 clusters Score -2397421 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2397953.500000 Penalty: 5120.152832
	Iteration 2Q: 3 clusters Score -2397954 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2398485.500000 Penalty: 5120.152832
	Iteration 3Q: 3 clusters Score -2398486 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2399133.500000 Penalty: 5120.152832
	Iteration 4Q: 3 clusters Score -2399134 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2400017.000000 Penalty: 5120.152832
	Iteration 5F: 3 clusters Score -2400017 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2401211.000000 Penalty: 5120.152832
	Iteration 6F: 3 clusters Score -2401211 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2402882.500000 Penalty: 5120.152832
	Iteration 7F: 3 clusters Score -2402882 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2404767.500000 Penalty: 5120.152832
	Iteration 8F: 3 clusters Score -2404768 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -2406457.250000 Penalty: 5120.152832
	Iteration 9F: 3 clusters Score -2406457 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -2407533.000000 Penalty: 5120.152832
	Iteration 10Q: 3 clusters Score -2407533 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -2408028.500000 Penalty: 5120.152832
	Iteration 11Q: 3 clusters Score -2408028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -2408245.250000 Penalty: 5120.152832
	Iteration 12Q: 3 clusters Score -2408245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -2408348.500000 Penalty: 5120.152832
	Iteration 13Q: 3 clusters Score -2408348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2408416.750000 Penalty: 5120.152832
	Iteration 14Q: 3 clusters Score -2408417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2408443.500000 Penalty: 5120.152832
	Iteration 15Q: 3 clusters Score -2408444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -2408461.000000 Penalty: 5120.152832
	Iteration 16Q: 3 clusters Score -2408461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -2408470.500000 Penalty: 5120.152832
	Iteration 17Q: 3 clusters Score -2408470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -2408471.000000 Penalty: 5120.152832
	Iteration 18Q: 3 clusters Score -2408471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -2408471.000000 Penalty: 5120.152832
	Iteration 19F: 3 clusters Score -2408471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Entering Unmasked Estep 
Score: -3118533.250000 Penalty: 2629.072754
	Iteration 0F: 2 clusters Score -3118533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3091172.250000 Penalty: 5258.145508
	Iteration 0F: 3 clusters Score -3091172 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3101179.500000 Penalty: 5258.145508
	Iteration 1F: 3 clusters Score -3101180 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3101673.500000 Penalty: 5258.145508
	Iteration 2Q: 3 clusters Score -3101674 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3102173.000000 Penalty: 5258.145508
	Iteration 3Q: 3 clusters Score -3102173 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3102765.500000 Penalty: 5258.145508
	Iteration 4Q: 3 clusters Score -3102766 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3103547.250000 Penalty: 5258.145508
	Iteration 5Q: 3 clusters Score -3103547 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3104865.250000 Penalty: 5258.145508
	Iteration 6F: 3 clusters Score -3104865 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3106892.500000 Penalty: 5258.145508
	Iteration 7F: 3 clusters Score -3106892 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3109488.500000 Penalty: 5258.145508
	Iteration 8F: 3 clusters Score -3109488 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3112050.750000 Penalty: 5258.145508
	Iteration 9F: 3 clusters Score -3112051 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3114118.250000 Penalty: 5258.145508
	Iteration 10F: 3 clusters Score -3114118 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3115511.250000 Penalty: 5258.145508
	Iteration 11Q: 3 clusters Score -3115511 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3116282.000000 Penalty: 5258.145508
	Iteration 12Q: 3 clusters Score -3116282 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3116677.000000 Penalty: 5258.145508
	Iteration 13Q: 3 clusters Score -3116677 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3116895.250000 Penalty: 5258.145508
	Iteration 14Q: 3 clusters Score -3116895 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3117029.000000 Penalty: 5258.145508
	Iteration 15Q: 3 clusters Score -3117029 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3117095.000000 Penalty: 5258.145508
	Iteration 16Q: 3 clusters Score -3117095 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3117142.000000 Penalty: 5258.145508
	Iteration 17Q: 3 clusters Score -3117142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3117172.500000 Penalty: 5258.145508
	Iteration 18Q: 3 clusters Score -3117172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3117198.750000 Penalty: 5258.145508
	Iteration 19Q: 3 clusters Score -3117199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3117210.500000 Penalty: 5258.145508
	Iteration 20F: 3 clusters Score -3117210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3117222.750000 Penalty: 5258.145508
	Iteration 21Q: 3 clusters Score -3117223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3117237.750000 Penalty: 5258.145508
	Iteration 22Q: 3 clusters Score -3117238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3117258.000000 Penalty: 5258.145508
	Iteration 23Q: 3 clusters Score -3117258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3117268.750000 Penalty: 5258.145508
	Iteration 24Q: 3 clusters Score -3117269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3117271.500000 Penalty: 5258.145508
	Iteration 25Q: 3 clusters Score -3117272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3117277.750000 Penalty: 5258.145508
	Iteration 26Q: 3 clusters Score -3117278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3117274.750000 Penalty: 5258.145508
	Iteration 27Q: 3 clusters Score -3117275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3117277.250000 Penalty: 5258.145508
	Iteration 28Q: 3 clusters Score -3117277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3117281.750000 Penalty: 5258.145508
	Iteration 29Q: 3 clusters Score -3117282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3117291.250000 Penalty: 5258.145508
	Iteration 30Q: 3 clusters Score -3117291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3117294.500000 Penalty: 5258.145508
	Iteration 31Q: 3 clusters Score -3117294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3117310.750000 Penalty: 5258.145508
	Iteration 32Q: 3 clusters Score -3117311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3117310.500000 Penalty: 5258.145508
	Iteration 33Q: 3 clusters Score -3117310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3117317.250000 Penalty: 5258.145508
	Iteration 34Q: 3 clusters Score -3117317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3117311.500000 Penalty: 5258.145508
	Iteration 35Q: 3 clusters Score -3117312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3117319.500000 Penalty: 5258.145508
	Iteration 36Q: 3 clusters Score -3117320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3117317.750000 Penalty: 5258.145508
	Iteration 37Q: 3 clusters Score -3117318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3117319.250000 Penalty: 5258.145508
	Iteration 38Q: 3 clusters Score -3117319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3117323.250000 Penalty: 5258.145508
	Iteration 39Q: 3 clusters Score -3117323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3117323.250000 Penalty: 5258.145508
	Iteration 40F: 3 clusters Score -3117323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3117321.000000 Penalty: 5258.145508
	Iteration 41Q: 3 clusters Score -3117321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3117324.750000 Penalty: 5258.145508
	Iteration 42Q: 3 clusters Score -3117325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3117327.000000 Penalty: 5258.145508
	Iteration 43Q: 3 clusters Score -3117327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3117328.000000 Penalty: 5258.145508
	Iteration 44Q: 3 clusters Score -3117328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3117328.000000 Penalty: 5258.145508
	Iteration 45F: 3 clusters Score -3117328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Entering Unmasked Estep 
Score: -1173379.750000 Penalty: 2378.813721
	Iteration 0F: 2 clusters Score -1173380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1162753.000000 Penalty: 4757.627441
	Iteration 0F: 3 clusters Score -1162753 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1166131.500000 Penalty: 4757.627441
	Iteration 1F: 3 clusters Score -1166132 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1166515.875000 Penalty: 4757.627441
	Iteration 2F: 3 clusters Score -1166516 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1166837.875000 Penalty: 4757.627441
	Iteration 3Q: 3 clusters Score -1166838 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1167105.875000 Penalty: 4757.627441
	Iteration 4Q: 3 clusters Score -1167106 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1167355.750000 Penalty: 4757.627441
	Iteration 5Q: 3 clusters Score -1167356 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1167570.000000 Penalty: 4757.627441
	Iteration 6Q: 3 clusters Score -1167570 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1167729.375000 Penalty: 4757.627441
	Iteration 7Q: 3 clusters Score -1167729 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1167873.125000 Penalty: 4757.627441
	Iteration 8Q: 3 clusters Score -1167873 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1168002.000000 Penalty: 4757.627441
	Iteration 9Q: 3 clusters Score -1168002 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1168102.750000 Penalty: 4757.627441
	Iteration 10Q: 3 clusters Score -1168103 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1168208.500000 Penalty: 4757.627441
	Iteration 11Q: 3 clusters Score -1168208 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1168304.000000 Penalty: 4757.627441
	Iteration 12Q: 3 clusters Score -1168304 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1168415.375000 Penalty: 4757.627441
	Iteration 13Q: 3 clusters Score -1168415 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1168517.000000 Penalty: 4757.627441
	Iteration 14Q: 3 clusters Score -1168517 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1168618.875000 Penalty: 4757.627441
	Iteration 15Q: 3 clusters Score -1168619 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1168738.500000 Penalty: 4757.627441
	Iteration 16Q: 3 clusters Score -1168738 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1168856.375000 Penalty: 4757.627441
	Iteration 17Q: 3 clusters Score -1168856 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1168981.500000 Penalty: 4757.627441
	Iteration 18Q: 3 clusters Score -1168982 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1169100.125000 Penalty: 4757.627441
	Iteration 19Q: 3 clusters Score -1169100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1169228.625000 Penalty: 4757.627441
	Iteration 20F: 3 clusters Score -1169229 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1169363.000000 Penalty: 4757.627441
	Iteration 21Q: 3 clusters Score -1169363 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1169514.125000 Penalty: 4757.627441
	Iteration 22Q: 3 clusters Score -1169514 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1169657.125000 Penalty: 4757.627441
	Iteration 23Q: 3 clusters Score -1169657 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1169776.500000 Penalty: 4757.627441
	Iteration 24Q: 3 clusters Score -1169776 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1169872.500000 Penalty: 4757.627441
	Iteration 25Q: 3 clusters Score -1169872 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1169959.875000 Penalty: 4757.627441
	Iteration 26Q: 3 clusters Score -1169960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1170025.375000 Penalty: 4757.627441
	Iteration 27Q: 3 clusters Score -1170025 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1170087.500000 Penalty: 4757.627441
	Iteration 28Q: 3 clusters Score -1170088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1170134.250000 Penalty: 4757.627441
	Iteration 29Q: 3 clusters Score -1170134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1170193.625000 Penalty: 4757.627441
	Iteration 30Q: 3 clusters Score -1170194 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1170250.000000 Penalty: 4757.627441
	Iteration 31Q: 3 clusters Score -1170250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1170298.250000 Penalty: 4757.627441
	Iteration 32Q: 3 clusters Score -1170298 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1170351.500000 Penalty: 4757.627441
	Iteration 33Q: 3 clusters Score -1170352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1170405.750000 Penalty: 4757.627441
	Iteration 34Q: 3 clusters Score -1170406 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1170459.250000 Penalty: 4757.627441
	Iteration 35Q: 3 clusters Score -1170459 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1170512.875000 Penalty: 4757.627441
	Iteration 36Q: 3 clusters Score -1170513 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1170571.250000 Penalty: 4757.627441
	Iteration 37Q: 3 clusters Score -1170571 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1170627.625000 Penalty: 4757.627441
	Iteration 38Q: 3 clusters Score -1170628 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1170685.625000 Penalty: 4757.627441
	Iteration 39Q: 3 clusters Score -1170686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1170733.750000 Penalty: 4757.627441
	Iteration 40F: 3 clusters Score -1170734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1170794.750000 Penalty: 4757.627441
	Iteration 41Q: 3 clusters Score -1170795 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1170845.375000 Penalty: 4757.627441
	Iteration 42Q: 3 clusters Score -1170845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1170901.125000 Penalty: 4757.627441
	Iteration 43Q: 3 clusters Score -1170901 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1170967.750000 Penalty: 4757.627441
	Iteration 44Q: 3 clusters Score -1170968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1171027.500000 Penalty: 4757.627441
	Iteration 45Q: 3 clusters Score -1171028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1171070.000000 Penalty: 4757.627441
	Iteration 46Q: 3 clusters Score -1171070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1171111.125000 Penalty: 4757.627441
	Iteration 47Q: 3 clusters Score -1171111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1171153.250000 Penalty: 4757.627441
	Iteration 48Q: 3 clusters Score -1171153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1171192.125000 Penalty: 4757.627441
	Iteration 49Q: 3 clusters Score -1171192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1171215.250000 Penalty: 4757.627441
	Iteration 50Q: 3 clusters Score -1171215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1171235.875000 Penalty: 4757.627441
	Iteration 51Q: 3 clusters Score -1171236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1171256.000000 Penalty: 4757.627441
	Iteration 52Q: 3 clusters Score -1171256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1171266.875000 Penalty: 4757.627441
	Iteration 53Q: 3 clusters Score -1171267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1171273.625000 Penalty: 4757.627441
	Iteration 54Q: 3 clusters Score -1171274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1171281.500000 Penalty: 4757.627441
	Iteration 55Q: 3 clusters Score -1171282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1171289.250000 Penalty: 4757.627441
	Iteration 56Q: 3 clusters Score -1171289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1171296.500000 Penalty: 4757.627441
	Iteration 57Q: 3 clusters Score -1171296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1171307.000000 Penalty: 4757.627441
	Iteration 58Q: 3 clusters Score -1171307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1171317.750000 Penalty: 4757.627441
	Iteration 59Q: 3 clusters Score -1171318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1171324.375000 Penalty: 4757.627441
	Iteration 60F: 3 clusters Score -1171324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1171328.625000 Penalty: 4757.627441
	Iteration 61Q: 3 clusters Score -1171329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1171333.750000 Penalty: 4757.627441
	Iteration 62Q: 3 clusters Score -1171334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1171340.750000 Penalty: 4757.627441
	Iteration 63Q: 3 clusters Score -1171341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1171347.750000 Penalty: 4757.627441
	Iteration 64Q: 3 clusters Score -1171348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1171350.875000 Penalty: 4757.627441
	Iteration 65Q: 3 clusters Score -1171351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1171353.375000 Penalty: 4757.627441
	Iteration 66Q: 3 clusters Score -1171353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1171354.500000 Penalty: 4757.627441
	Iteration 67Q: 3 clusters Score -1171354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1171354.500000 Penalty: 4757.627441
	Iteration 68F: 3 clusters Score -1171354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -272419.062500 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -272419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -268875.718750 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -268875.7 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -269546.218750 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -269546.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -269713.968750 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -269714 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -269813.687500 Penalty: 4037.017822
	Iteration 3Q: 3 clusters Score -269813.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -269877.187500 Penalty: 4037.017822
	Iteration 4Q: 3 clusters Score -269877.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -269924.093750 Penalty: 4037.017822
	Iteration 5Q: 3 clusters Score -269924.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -269954.843750 Penalty: 4037.017822
	Iteration 6Q: 3 clusters Score -269954.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -269980.937500 Penalty: 4037.017822
	Iteration 7Q: 3 clusters Score -269980.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -270001.906250 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -270001.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -270013.000000 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -270013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -270022.562500 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -270022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270024.656250 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -270024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -270027.937500 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -270027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -270031.812500 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -270031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -270034.687500 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -270034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -270035.187500 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -270035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270035.843750 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -270035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -270036.343750 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -270036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -270036.687500 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -270036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270037.437500 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -270037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -270037.437500 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -270037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Entering Unmasked Estep 
Score: -4321078.500000 Penalty: 2695.310303
	Iteration 0F: 2 clusters Score -4321078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -4285652.000000 Penalty: 5390.620605
	Iteration 0F: 3 clusters Score -4285652 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -4299031.500000 Penalty: 5390.620605
	Iteration 1F: 3 clusters Score -4299032 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4299554.500000 Penalty: 5390.620605
	Iteration 2Q: 3 clusters Score -4299554 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4300118.000000 Penalty: 5390.620605
	Iteration 3Q: 3 clusters Score -4300118 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -4300687.000000 Penalty: 5390.620605
	Iteration 4Q: 3 clusters Score -4300687 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4301366.000000 Penalty: 5390.620605
	Iteration 5Q: 3 clusters Score -4301366 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4302145.000000 Penalty: 5390.620605
	Iteration 6Q: 3 clusters Score -4302145 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4303271.000000 Penalty: 5390.620605
	Iteration 7Q: 3 clusters Score -4303271 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -4304953.000000 Penalty: 5390.620605
	Iteration 8F: 3 clusters Score -4304953 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4307165.000000 Penalty: 5390.620605
	Iteration 9F: 3 clusters Score -4307165 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4309679.000000 Penalty: 5390.620605
	Iteration 10F: 3 clusters Score -4309679 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4312088.500000 Penalty: 5390.620605
	Iteration 11F: 3 clusters Score -4312088 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4313912.000000 Penalty: 5390.620605
	Iteration 12Q: 3 clusters Score -4313912 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4315135.000000 Penalty: 5390.620605
	Iteration 13Q: 3 clusters Score -4315135 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4316005.500000 Penalty: 5390.620605
	Iteration 14Q: 3 clusters Score -4316006 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -4316658.500000 Penalty: 5390.620605
	Iteration 15Q: 3 clusters Score -4316658 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -4317195.000000 Penalty: 5390.620605
	Iteration 16Q: 3 clusters Score -4317195 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4317661.000000 Penalty: 5390.620605
	Iteration 17Q: 3 clusters Score -4317661 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4318030.500000 Penalty: 5390.620605
	Iteration 18Q: 3 clusters Score -4318030 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4318334.500000 Penalty: 5390.620605
	Iteration 19Q: 3 clusters Score -4318334 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4318601.500000 Penalty: 5390.620605
	Iteration 20F: 3 clusters Score -4318602 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4318799.000000 Penalty: 5390.620605
	Iteration 21Q: 3 clusters Score -4318799 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4318958.500000 Penalty: 5390.620605
	Iteration 22Q: 3 clusters Score -4318958 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4319112.500000 Penalty: 5390.620605
	Iteration 23Q: 3 clusters Score -4319112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4319207.500000 Penalty: 5390.620605
	Iteration 24Q: 3 clusters Score -4319208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4319272.000000 Penalty: 5390.620605
	Iteration 25Q: 3 clusters Score -4319272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4319307.500000 Penalty: 5390.620605
	Iteration 26Q: 3 clusters Score -4319308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4319352.000000 Penalty: 5390.620605
	Iteration 27Q: 3 clusters Score -4319352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4319376.000000 Penalty: 5390.620605
	Iteration 28Q: 3 clusters Score -4319376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4319395.000000 Penalty: 5390.620605
	Iteration 29Q: 3 clusters Score -4319395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4319404.500000 Penalty: 5390.620605
	Iteration 30Q: 3 clusters Score -4319404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4319411.500000 Penalty: 5390.620605
	Iteration 31Q: 3 clusters Score -4319412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4319408.000000 Penalty: 5390.620605
	Iteration 32Q: 3 clusters Score -4319408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4319407.500000 Penalty: 5390.620605
	Iteration 33Q: 3 clusters Score -4319408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4319413.000000 Penalty: 5390.620605
	Iteration 34Q: 3 clusters Score -4319413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4319411.500000 Penalty: 5390.620605
	Iteration 35Q: 3 clusters Score -4319412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4319411.000000 Penalty: 5390.620605
	Iteration 36Q: 3 clusters Score -4319411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4319413.500000 Penalty: 5390.620605
	Iteration 37Q: 3 clusters Score -4319414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4319413.500000 Penalty: 5390.620605
	Iteration 38F: 3 clusters Score -4319414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (850864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850864 members 
Entering Unmasked Estep 
Score: -68691416.000000 Penalty: 3386.193848
	Iteration 0F: 2 clusters Score -6.869142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425941 members 
Mstep: Class 2 contains 424923 members 
Entering Unmasked Estep 
Score: -68122048.000000 Penalty: 6772.387695
	Iteration 0F: 3 clusters Score -6.812205e+07 nChanged 417424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447523 members 
Mstep: Class 2 contains 403341 members 
Entering Unmasked Estep 
Score: -68375088.000000 Penalty: 6772.387695
	Iteration 1F: 3 clusters Score -6.837509e+07 nChanged 20577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462210 members 
Mstep: Class 2 contains 388654 members 
Entering Unmasked Estep 
Score: -68379304.000000 Penalty: 6772.387695
	Iteration 2Q: 3 clusters Score -6.83793e+07 nChanged 27232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485852 members 
Mstep: Class 2 contains 365012 members 
Entering Unmasked Estep 
Score: -68387424.000000 Penalty: 6772.387695
	Iteration 3Q: 3 clusters Score -6.838742e+07 nChanged 38682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522422 members 
Mstep: Class 2 contains 328442 members 
Entering Unmasked Estep 
Score: -68402488.000000 Penalty: 6772.387695
	Iteration 4Q: 3 clusters Score -6.840249e+07 nChanged 55550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576802 members 
Mstep: Class 2 contains 274062 members 
Entering Unmasked Estep 
Score: -68433688.000000 Penalty: 6772.387695
	Iteration 5F: 3 clusters Score -6.843369e+07 nChanged 73772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649760 members 
Mstep: Class 2 contains 201104 members 
Entering Unmasked Estep 
Score: -68491512.000000 Penalty: 6772.387695
	Iteration 6F: 3 clusters Score -6.849151e+07 nChanged 81514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730696 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -68568200.000000 Penalty: 6772.387695
	Iteration 7F: 3 clusters Score -6.85682e+07 nChanged 65412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795864 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -68634880.000000 Penalty: 6772.387695
	Iteration 8F: 3 clusters Score -6.863488e+07 nChanged 35154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830988 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -68669464.000000 Penalty: 6772.387695
	Iteration 9Q: 3 clusters Score -6.866946e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844121 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -68682128.000000 Penalty: 6772.387695
	Iteration 10Q: 3 clusters Score -6.868213e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848071 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -68686304.000000 Penalty: 6772.387695
	Iteration 11Q: 3 clusters Score -6.86863e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849050 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -68688064.000000 Penalty: 6772.387695
	Iteration 12Q: 3 clusters Score -6.868806e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849076 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -68688848.000000 Penalty: 6772.387695
	Iteration 13Q: 3 clusters Score -6.868885e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848858 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -68689248.000000 Penalty: 6772.387695
	Iteration 14Q: 3 clusters Score -6.868925e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848580 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -68689512.000000 Penalty: 6772.387695
	Iteration 15Q: 3 clusters Score -6.868951e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848302 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -68689840.000000 Penalty: 6772.387695
	Iteration 16Q: 3 clusters Score -6.868984e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848050 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -68690040.000000 Penalty: 6772.387695
	Iteration 17Q: 3 clusters Score -6.869004e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847794 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -68689992.000000 Penalty: 6772.387695
	Iteration 18Q: 3 clusters Score -6.868999e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847563 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -68690032.000000 Penalty: 6772.387695
	Iteration 19Q: 3 clusters Score -6.869003e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847361 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -68690024.000000 Penalty: 6772.387695
	Iteration 20F: 3 clusters Score -6.869002e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847157 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -68690176.000000 Penalty: 6772.387695
	Iteration 21Q: 3 clusters Score -6.869018e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846991 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -68690216.000000 Penalty: 6772.387695
	Iteration 22Q: 3 clusters Score -6.869022e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846836 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -68690232.000000 Penalty: 6772.387695
	Iteration 23Q: 3 clusters Score -6.869023e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846690 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -68690152.000000 Penalty: 6772.387695
	Iteration 24Q: 3 clusters Score -6.869015e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846568 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -68690256.000000 Penalty: 6772.387695
	Iteration 25Q: 3 clusters Score -6.869026e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846468 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -68690200.000000 Penalty: 6772.387695
	Iteration 26Q: 3 clusters Score -6.86902e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846374 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -68690128.000000 Penalty: 6772.387695
	Iteration 27Q: 3 clusters Score -6.869013e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846292 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -68690176.000000 Penalty: 6772.387695
	Iteration 28Q: 3 clusters Score -6.869018e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846203 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -68690208.000000 Penalty: 6772.387695
	Iteration 29Q: 3 clusters Score -6.869021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846143 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -68690216.000000 Penalty: 6772.387695
	Iteration 30Q: 3 clusters Score -6.869022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846091 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -68690248.000000 Penalty: 6772.387695
	Iteration 31Q: 3 clusters Score -6.869025e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846041 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -68690296.000000 Penalty: 6772.387695
	Iteration 32Q: 3 clusters Score -6.86903e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845984 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -68690344.000000 Penalty: 6772.387695
	Iteration 33Q: 3 clusters Score -6.869034e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845931 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -68690336.000000 Penalty: 6772.387695
	Iteration 34Q: 3 clusters Score -6.869034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845886 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -68690280.000000 Penalty: 6772.387695
	Iteration 35Q: 3 clusters Score -6.869028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845844 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -68690288.000000 Penalty: 6772.387695
	Iteration 36Q: 3 clusters Score -6.869029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845808 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -68690320.000000 Penalty: 6772.387695
	Iteration 37Q: 3 clusters Score -6.869032e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845770 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -68690328.000000 Penalty: 6772.387695
	Iteration 38Q: 3 clusters Score -6.869033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845742 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -68690336.000000 Penalty: 6772.387695
	Iteration 39Q: 3 clusters Score -6.869034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845715 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -68690320.000000 Penalty: 6772.387695
	Iteration 40F: 3 clusters Score -6.869032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845676 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -68690264.000000 Penalty: 6772.387695
	Iteration 41Q: 3 clusters Score -6.869026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845634 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -68690256.000000 Penalty: 6772.387695
	Iteration 42Q: 3 clusters Score -6.869026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845609 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -68690240.000000 Penalty: 6772.387695
	Iteration 43Q: 3 clusters Score -6.869024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845589 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -68690288.000000 Penalty: 6772.387695
	Iteration 44Q: 3 clusters Score -6.869029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845571 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -68690328.000000 Penalty: 6772.387695
	Iteration 45Q: 3 clusters Score -6.869033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845552 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -68690344.000000 Penalty: 6772.387695
	Iteration 46Q: 3 clusters Score -6.869034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845530 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -68690320.000000 Penalty: 6772.387695
	Iteration 47Q: 3 clusters Score -6.869032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845510 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -68690368.000000 Penalty: 6772.387695
	Iteration 48Q: 3 clusters Score -6.869037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845496 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -68690344.000000 Penalty: 6772.387695
	Iteration 49Q: 3 clusters Score -6.869034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845485 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -68690360.000000 Penalty: 6772.387695
	Iteration 50Q: 3 clusters Score -6.869036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845467 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -68690336.000000 Penalty: 6772.387695
	Iteration 51Q: 3 clusters Score -6.869034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845449 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -68690360.000000 Penalty: 6772.387695
	Iteration 52Q: 3 clusters Score -6.869036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845435 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -68690360.000000 Penalty: 6772.387695
	Iteration 53Q: 3 clusters Score -6.869036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845424 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -68690352.000000 Penalty: 6772.387695
	Iteration 54Q: 3 clusters Score -6.869035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845408 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -68690352.000000 Penalty: 6772.387695
	Iteration 55Q: 3 clusters Score -6.869035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845400 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -68690328.000000 Penalty: 6772.387695
	Iteration 56Q: 3 clusters Score -6.869033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845393 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -68690296.000000 Penalty: 6772.387695
	Iteration 57Q: 3 clusters Score -6.86903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845379 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -68690264.000000 Penalty: 6772.387695
	Iteration 58Q: 3 clusters Score -6.869026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845365 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -68690256.000000 Penalty: 6772.387695
	Iteration 59Q: 3 clusters Score -6.869026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845348 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -68690272.000000 Penalty: 6772.387695
	Iteration 60F: 3 clusters Score -6.869027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845329 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -68690312.000000 Penalty: 6772.387695
	Iteration 61Q: 3 clusters Score -6.869031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845312 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -68690288.000000 Penalty: 6772.387695
	Iteration 62Q: 3 clusters Score -6.869029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845300 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -68690248.000000 Penalty: 6772.387695
	Iteration 63Q: 3 clusters Score -6.869025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845291 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -68690248.000000 Penalty: 6772.387695
	Iteration 64Q: 3 clusters Score -6.869025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845279 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -68690208.000000 Penalty: 6772.387695
	Iteration 65Q: 3 clusters Score -6.869021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845265 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -68690216.000000 Penalty: 6772.387695
	Iteration 66Q: 3 clusters Score -6.869022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845249 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -68690248.000000 Penalty: 6772.387695
	Iteration 67Q: 3 clusters Score -6.869025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845243 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -68690200.000000 Penalty: 6772.387695
	Iteration 68Q: 3 clusters Score -6.86902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845240 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -68690216.000000 Penalty: 6772.387695
	Iteration 69Q: 3 clusters Score -6.869022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845237 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -68690192.000000 Penalty: 6772.387695
	Iteration 70Q: 3 clusters Score -6.869019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845235 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -68690232.000000 Penalty: 6772.387695
	Iteration 71Q: 3 clusters Score -6.869023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845229 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -68690240.000000 Penalty: 6772.387695
	Iteration 72Q: 3 clusters Score -6.869024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845218 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -68690248.000000 Penalty: 6772.387695
	Iteration 73Q: 3 clusters Score -6.869025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845213 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -68690248.000000 Penalty: 6772.387695
	Iteration 74Q: 3 clusters Score -6.869025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845209 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -68690280.000000 Penalty: 6772.387695
	Iteration 75Q: 3 clusters Score -6.869028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845205 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -68690264.000000 Penalty: 6772.387695
	Iteration 76Q: 3 clusters Score -6.869026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845201 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -68690272.000000 Penalty: 6772.387695
	Iteration 77Q: 3 clusters Score -6.869027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845201 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -68690272.000000 Penalty: 6772.387695
	Iteration 78F: 3 clusters Score -6.869027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -118663.640625 Penalty: 1852.332764
	Iteration 0F: 2 clusters Score -118663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -116215.320312 Penalty: 3704.665527
	Iteration 0F: 3 clusters Score -116215.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -116685.671875 Penalty: 3704.665527
	Iteration 1F: 3 clusters Score -116685.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -116815.531250 Penalty: 3704.665527
	Iteration 2F: 3 clusters Score -116815.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -116885.242188 Penalty: 3704.665527
	Iteration 3Q: 3 clusters Score -116885.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -116937.625000 Penalty: 3704.665527
	Iteration 4Q: 3 clusters Score -116937.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -116968.171875 Penalty: 3704.665527
	Iteration 5Q: 3 clusters Score -116968.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -116992.656250 Penalty: 3704.665527
	Iteration 6Q: 3 clusters Score -116992.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -117020.226562 Penalty: 3704.665527
	Iteration 7Q: 3 clusters Score -117020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -117041.992188 Penalty: 3704.665527
	Iteration 8Q: 3 clusters Score -117042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -117059.820312 Penalty: 3704.665527
	Iteration 9Q: 3 clusters Score -117059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -117070.679688 Penalty: 3704.665527
	Iteration 10Q: 3 clusters Score -117070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -117079.960938 Penalty: 3704.665527
	Iteration 11Q: 3 clusters Score -117080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -117087.625000 Penalty: 3704.665527
	Iteration 12Q: 3 clusters Score -117087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -117092.523438 Penalty: 3704.665527
	Iteration 13Q: 3 clusters Score -117092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -117100.148438 Penalty: 3704.665527
	Iteration 14Q: 3 clusters Score -117100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -117107.773438 Penalty: 3704.665527
	Iteration 15Q: 3 clusters Score -117107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -117115.117188 Penalty: 3704.665527
	Iteration 16Q: 3 clusters Score -117115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -117119.867188 Penalty: 3704.665527
	Iteration 17Q: 3 clusters Score -117119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -117122.320312 Penalty: 3704.665527
	Iteration 18Q: 3 clusters Score -117122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -117124.507812 Penalty: 3704.665527
	Iteration 19Q: 3 clusters Score -117124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -117126.773438 Penalty: 3704.665527
	Iteration 20F: 3 clusters Score -117126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -117129.578125 Penalty: 3704.665527
	Iteration 21Q: 3 clusters Score -117129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -117132.554688 Penalty: 3704.665527
	Iteration 22Q: 3 clusters Score -117132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -117135.750000 Penalty: 3704.665527
	Iteration 23Q: 3 clusters Score -117135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -117136.117188 Penalty: 3704.665527
	Iteration 24Q: 3 clusters Score -117136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -117136.117188 Penalty: 3704.665527
	Iteration 25F: 3 clusters Score -117136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Entering Unmasked Estep 
Score: -1652802.625000 Penalty: 2470.982910
	Iteration 0F: 2 clusters Score -1652803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1637936.500000 Penalty: 4941.965820
	Iteration 0F: 3 clusters Score -1637936 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1643078.000000 Penalty: 4941.965820
	Iteration 1F: 3 clusters Score -1643078 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1643657.750000 Penalty: 4941.965820
	Iteration 2F: 3 clusters Score -1643658 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1644256.250000 Penalty: 4941.965820
	Iteration 3F: 3 clusters Score -1644256 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1644956.250000 Penalty: 4941.965820
	Iteration 4F: 3 clusters Score -1644956 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1645801.750000 Penalty: 4941.965820
	Iteration 5F: 3 clusters Score -1645802 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1646773.500000 Penalty: 4941.965820
	Iteration 6F: 3 clusters Score -1646774 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1647801.875000 Penalty: 4941.965820
	Iteration 7F: 3 clusters Score -1647802 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1648696.875000 Penalty: 4941.965820
	Iteration 8F: 3 clusters Score -1648697 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1649545.250000 Penalty: 4941.965820
	Iteration 9F: 3 clusters Score -1649545 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1650171.375000 Penalty: 4941.965820
	Iteration 10Q: 3 clusters Score -1650171 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1650644.250000 Penalty: 4941.965820
	Iteration 11Q: 3 clusters Score -1650644 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1650994.000000 Penalty: 4941.965820
	Iteration 12Q: 3 clusters Score -1650994 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1651210.500000 Penalty: 4941.965820
	Iteration 13Q: 3 clusters Score -1651210 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1651341.250000 Penalty: 4941.965820
	Iteration 14Q: 3 clusters Score -1651341 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1651440.125000 Penalty: 4941.965820
	Iteration 15Q: 3 clusters Score -1651440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1651499.125000 Penalty: 4941.965820
	Iteration 16Q: 3 clusters Score -1651499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1651530.250000 Penalty: 4941.965820
	Iteration 17Q: 3 clusters Score -1651530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1651565.500000 Penalty: 4941.965820
	Iteration 18Q: 3 clusters Score -1651566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1651584.375000 Penalty: 4941.965820
	Iteration 19Q: 3 clusters Score -1651584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1651598.750000 Penalty: 4941.965820
	Iteration 20F: 3 clusters Score -1651599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1651601.375000 Penalty: 4941.965820
	Iteration 21Q: 3 clusters Score -1651601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1651608.125000 Penalty: 4941.965820
	Iteration 22Q: 3 clusters Score -1651608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1651609.375000 Penalty: 4941.965820
	Iteration 23Q: 3 clusters Score -1651609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1651618.000000 Penalty: 4941.965820
	Iteration 24Q: 3 clusters Score -1651618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1651624.875000 Penalty: 4941.965820
	Iteration 25Q: 3 clusters Score -1651625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1651629.625000 Penalty: 4941.965820
	Iteration 26Q: 3 clusters Score -1651630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1651634.750000 Penalty: 4941.965820
	Iteration 27Q: 3 clusters Score -1651635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1651633.125000 Penalty: 4941.965820
	Iteration 28Q: 3 clusters Score -1651633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1651636.250000 Penalty: 4941.965820
	Iteration 29Q: 3 clusters Score -1651636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1651637.375000 Penalty: 4941.965820
	Iteration 30Q: 3 clusters Score -1651637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1651635.500000 Penalty: 4941.965820
	Iteration 31Q: 3 clusters Score -1651636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1651637.625000 Penalty: 4941.965820
	Iteration 32Q: 3 clusters Score -1651638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1651637.625000 Penalty: 4941.965820
	Iteration 33F: 3 clusters Score -1651638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Entering Unmasked Estep 
Score: -3092284.250000 Penalty: 2613.994873
	Iteration 0F: 2 clusters Score -3092284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3066761.500000 Penalty: 5227.989746
	Iteration 0F: 3 clusters Score -3066762 nChanged 17272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3076216.500000 Penalty: 5227.989746
	Iteration 1F: 3 clusters Score -3076216 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3076705.500000 Penalty: 5227.989746
	Iteration 2Q: 3 clusters Score -3076706 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3077233.500000 Penalty: 5227.989746
	Iteration 3Q: 3 clusters Score -3077234 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3077819.000000 Penalty: 5227.989746
	Iteration 4Q: 3 clusters Score -3077819 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3078660.500000 Penalty: 5227.989746
	Iteration 5Q: 3 clusters Score -3078660 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3079835.250000 Penalty: 5227.989746
	Iteration 6F: 3 clusters Score -3079835 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3081511.000000 Penalty: 5227.989746
	Iteration 7F: 3 clusters Score -3081511 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3083512.250000 Penalty: 5227.989746
	Iteration 8F: 3 clusters Score -3083512 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3085489.750000 Penalty: 5227.989746
	Iteration 9F: 3 clusters Score -3085490 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3087173.250000 Penalty: 5227.989746
	Iteration 10F: 3 clusters Score -3087173 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3088344.500000 Penalty: 5227.989746
	Iteration 11Q: 3 clusters Score -3088344 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3089065.750000 Penalty: 5227.989746
	Iteration 12Q: 3 clusters Score -3089066 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3089449.750000 Penalty: 5227.989746
	Iteration 13Q: 3 clusters Score -3089450 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3089736.750000 Penalty: 5227.989746
	Iteration 14Q: 3 clusters Score -3089737 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3089879.000000 Penalty: 5227.989746
	Iteration 15Q: 3 clusters Score -3089879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3089956.250000 Penalty: 5227.989746
	Iteration 16Q: 3 clusters Score -3089956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3089990.000000 Penalty: 5227.989746
	Iteration 17Q: 3 clusters Score -3089990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3090022.500000 Penalty: 5227.989746
	Iteration 18Q: 3 clusters Score -3090022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3090049.750000 Penalty: 5227.989746
	Iteration 19Q: 3 clusters Score -3090050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3090069.000000 Penalty: 5227.989746
	Iteration 20F: 3 clusters Score -3090069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3090078.500000 Penalty: 5227.989746
	Iteration 21Q: 3 clusters Score -3090078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3090083.000000 Penalty: 5227.989746
	Iteration 22Q: 3 clusters Score -3090083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3090091.500000 Penalty: 5227.989746
	Iteration 23Q: 3 clusters Score -3090092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3090097.500000 Penalty: 5227.989746
	Iteration 24Q: 3 clusters Score -3090098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3090092.750000 Penalty: 5227.989746
	Iteration 25Q: 3 clusters Score -3090093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3090095.500000 Penalty: 5227.989746
	Iteration 26Q: 3 clusters Score -3090096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3090095.500000 Penalty: 5227.989746
	Iteration 27F: 3 clusters Score -3090096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Entering Unmasked Estep 
Score: -2245732.500000 Penalty: 2540.543945
	Iteration 0F: 2 clusters Score -2245732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2226328.750000 Penalty: 5081.087891
	Iteration 0F: 3 clusters Score -2226329 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2233369.250000 Penalty: 5081.087891
	Iteration 1F: 3 clusters Score -2233369 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2233883.750000 Penalty: 5081.087891
	Iteration 2F: 3 clusters Score -2233884 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2234314.500000 Penalty: 5081.087891
	Iteration 3Q: 3 clusters Score -2234314 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2234776.750000 Penalty: 5081.087891
	Iteration 4Q: 3 clusters Score -2234777 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2235258.750000 Penalty: 5081.087891
	Iteration 5Q: 3 clusters Score -2235259 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2235769.250000 Penalty: 5081.087891
	Iteration 6Q: 3 clusters Score -2235769 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2236298.000000 Penalty: 5081.087891
	Iteration 7Q: 3 clusters Score -2236298 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2236993.500000 Penalty: 5081.087891
	Iteration 8Q: 3 clusters Score -2236994 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2237839.000000 Penalty: 5081.087891
	Iteration 9Q: 3 clusters Score -2237839 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2238866.000000 Penalty: 5081.087891
	Iteration 10Q: 3 clusters Score -2238866 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2239956.000000 Penalty: 5081.087891
	Iteration 11Q: 3 clusters Score -2239956 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2240897.250000 Penalty: 5081.087891
	Iteration 12Q: 3 clusters Score -2240897 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2241702.000000 Penalty: 5081.087891
	Iteration 13Q: 3 clusters Score -2241702 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2242296.750000 Penalty: 5081.087891
	Iteration 14Q: 3 clusters Score -2242297 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2242671.000000 Penalty: 5081.087891
	Iteration 15Q: 3 clusters Score -2242671 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2242949.000000 Penalty: 5081.087891
	Iteration 16Q: 3 clusters Score -2242949 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2243132.500000 Penalty: 5081.087891
	Iteration 17Q: 3 clusters Score -2243132 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2243280.750000 Penalty: 5081.087891
	Iteration 18Q: 3 clusters Score -2243281 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2243384.500000 Penalty: 5081.087891
	Iteration 19Q: 3 clusters Score -2243384 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2243444.750000 Penalty: 5081.087891
	Iteration 20F: 3 clusters Score -2243445 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2243482.000000 Penalty: 5081.087891
	Iteration 21Q: 3 clusters Score -2243482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2243501.750000 Penalty: 5081.087891
	Iteration 22Q: 3 clusters Score -2243502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2243515.250000 Penalty: 5081.087891
	Iteration 23Q: 3 clusters Score -2243515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2243526.750000 Penalty: 5081.087891
	Iteration 24Q: 3 clusters Score -2243527 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2243533.500000 Penalty: 5081.087891
	Iteration 25Q: 3 clusters Score -2243534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2243540.500000 Penalty: 5081.087891
	Iteration 26Q: 3 clusters Score -2243540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2243543.000000 Penalty: 5081.087891
	Iteration 27Q: 3 clusters Score -2243543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2243543.750000 Penalty: 5081.087891
	Iteration 28Q: 3 clusters Score -2243544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2243544.750000 Penalty: 5081.087891
	Iteration 29Q: 3 clusters Score -2243545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2243552.250000 Penalty: 5081.087891
	Iteration 30Q: 3 clusters Score -2243552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2243557.000000 Penalty: 5081.087891
	Iteration 31Q: 3 clusters Score -2243557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2243559.000000 Penalty: 5081.087891
	Iteration 32Q: 3 clusters Score -2243559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2243558.750000 Penalty: 5081.087891
	Iteration 33Q: 3 clusters Score -2243559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2243560.250000 Penalty: 5081.087891
	Iteration 34Q: 3 clusters Score -2243560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2243556.750000 Penalty: 5081.087891
	Iteration 35Q: 3 clusters Score -2243557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2243561.250000 Penalty: 5081.087891
	Iteration 36Q: 3 clusters Score -2243561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2243562.750000 Penalty: 5081.087891
	Iteration 37Q: 3 clusters Score -2243563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2243562.750000 Penalty: 5081.087891
	Iteration 38Q: 3 clusters Score -2243563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2243558.500000 Penalty: 5081.087891
	Iteration 39Q: 3 clusters Score -2243558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2243560.500000 Penalty: 5081.087891
	Iteration 40F: 3 clusters Score -2243560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2243559.000000 Penalty: 5081.087891
	Iteration 41Q: 3 clusters Score -2243559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2243561.000000 Penalty: 5081.087891
	Iteration 42Q: 3 clusters Score -2243561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2243567.250000 Penalty: 5081.087891
	Iteration 43Q: 3 clusters Score -2243567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2243566.000000 Penalty: 5081.087891
	Iteration 44Q: 3 clusters Score -2243566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2243563.000000 Penalty: 5081.087891
	Iteration 45Q: 3 clusters Score -2243563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2243564.500000 Penalty: 5081.087891
	Iteration 46Q: 3 clusters Score -2243564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2243569.000000 Penalty: 5081.087891
	Iteration 47Q: 3 clusters Score -2243569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2243566.250000 Penalty: 5081.087891
	Iteration 48Q: 3 clusters Score -2243566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2243567.000000 Penalty: 5081.087891
	Iteration 49Q: 3 clusters Score -2243567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2243569.500000 Penalty: 5081.087891
	Iteration 50Q: 3 clusters Score -2243570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2243564.000000 Penalty: 5081.087891
	Iteration 51Q: 3 clusters Score -2243564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2243561.250000 Penalty: 5081.087891
	Iteration 52Q: 3 clusters Score -2243561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2243565.250000 Penalty: 5081.087891
	Iteration 53Q: 3 clusters Score -2243565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2243568.500000 Penalty: 5081.087891
	Iteration 54Q: 3 clusters Score -2243568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2243569.500000 Penalty: 5081.087891
	Iteration 55Q: 3 clusters Score -2243570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2243568.750000 Penalty: 5081.087891
	Iteration 56Q: 3 clusters Score -2243569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2243568.750000 Penalty: 5081.087891
	Iteration 57F: 3 clusters Score -2243569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -602709.062500 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -602709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -596561.937500 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -596561.9 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -598163.125000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -598163.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -598420.187500 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -598420.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -598666.625000 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -598666.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -598950.937500 Penalty: 4431.686035
	Iteration 4F: 3 clusters Score -598950.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -599250.062500 Penalty: 4431.686035
	Iteration 5F: 3 clusters Score -599250.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -599568.625000 Penalty: 4431.686035
	Iteration 6F: 3 clusters Score -599568.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -599895.562500 Penalty: 4431.686035
	Iteration 7F: 3 clusters Score -599895.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -600234.750000 Penalty: 4431.686035
	Iteration 8F: 3 clusters Score -600234.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -600495.062500 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -600495.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -600675.937500 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -600675.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -600790.187500 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -600790.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -600862.312500 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -600862.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -600910.125000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -600910.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -600939.062500 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -600939.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -600952.750000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -600952.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -600964.812500 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -600964.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -600976.062500 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -600976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -600987.500000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -600987.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -600997.875000 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -600997.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -601001.437500 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -601001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -601003.437500 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -601003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -601007.875000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -601007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -601012.562500 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -601012.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -601015.812500 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -601015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -601017.687500 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -601017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -601022.437500 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -601022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -601024.750000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -601024.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -601027.875000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -601027.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -601029.437500 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -601029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -601030.812500 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -601030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -601030.937500 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -601030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -601031.437500 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -601031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -601033.937500 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -601033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -601037.000000 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -601037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -601037.937500 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -601037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -601038.687500 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -601038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -601038.687500 Penalty: 4431.686035
	Iteration 37F: 3 clusters Score -601038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Entering Unmasked Estep 
Score: -8237930.000000 Penalty: 2855.973145
	Iteration 0F: 2 clusters Score -8237930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -8171050.500000 Penalty: 5711.946289
	Iteration 0F: 3 clusters Score -8171050 nChanged 47124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -8197576.500000 Penalty: 5711.946289
	Iteration 1F: 3 clusters Score -8197576 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -8198617.000000 Penalty: 5711.946289
	Iteration 2Q: 3 clusters Score -8198617 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -8200052.500000 Penalty: 5711.946289
	Iteration 3Q: 3 clusters Score -8200052 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8202290.500000 Penalty: 5711.946289
	Iteration 4Q: 3 clusters Score -8202290 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -8205789.000000 Penalty: 5711.946289
	Iteration 5F: 3 clusters Score -8205789 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8211174.500000 Penalty: 5711.946289
	Iteration 6F: 3 clusters Score -8211174 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -8218262.000000 Penalty: 5711.946289
	Iteration 7F: 3 clusters Score -8218262 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8225621.000000 Penalty: 5711.946289
	Iteration 8F: 3 clusters Score -8225621 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8231045.500000 Penalty: 5711.946289
	Iteration 9F: 3 clusters Score -8231046 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8233773.500000 Penalty: 5711.946289
	Iteration 10Q: 3 clusters Score -8233774 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8234721.000000 Penalty: 5711.946289
	Iteration 11Q: 3 clusters Score -8234721 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8235086.500000 Penalty: 5711.946289
	Iteration 12Q: 3 clusters Score -8235086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8235190.000000 Penalty: 5711.946289
	Iteration 13Q: 3 clusters Score -8235190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8235268.000000 Penalty: 5711.946289
	Iteration 14Q: 3 clusters Score -8235268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8235315.500000 Penalty: 5711.946289
	Iteration 15Q: 3 clusters Score -8235316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8235339.000000 Penalty: 5711.946289
	Iteration 16Q: 3 clusters Score -8235339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8235367.000000 Penalty: 5711.946289
	Iteration 17Q: 3 clusters Score -8235367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8235391.000000 Penalty: 5711.946289
	Iteration 18Q: 3 clusters Score -8235391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8235408.000000 Penalty: 5711.946289
	Iteration 19Q: 3 clusters Score -8235408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8235415.000000 Penalty: 5711.946289
	Iteration 20F: 3 clusters Score -8235415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8235427.500000 Penalty: 5711.946289
	Iteration 21Q: 3 clusters Score -8235428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8235424.500000 Penalty: 5711.946289
	Iteration 22Q: 3 clusters Score -8235424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8235431.500000 Penalty: 5711.946289
	Iteration 23Q: 3 clusters Score -8235432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8235438.500000 Penalty: 5711.946289
	Iteration 24Q: 3 clusters Score -8235438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8235438.500000 Penalty: 5711.946289
	Iteration 25F: 3 clusters Score -8235438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160671 members 
Entering Unmasked Estep 
Score: -13099279.000000 Penalty: 2972.804199
	Iteration 0F: 2 clusters Score -1.309928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -12991651.000000 Penalty: 5945.608398
	Iteration 0F: 3 clusters Score -1.299165e+07 nChanged 76919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -13036450.000000 Penalty: 5945.608398
	Iteration 1F: 3 clusters Score -1.303645e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 87859 members 
Entering Unmasked Estep 
Score: -13037837.000000 Penalty: 5945.608398
	Iteration 2Q: 3 clusters Score -1.303784e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -13039714.000000 Penalty: 5945.608398
	Iteration 3Q: 3 clusters Score -1.303971e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -13042963.000000 Penalty: 5945.608398
	Iteration 4Q: 3 clusters Score -1.304296e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -13048867.000000 Penalty: 5945.608398
	Iteration 5F: 3 clusters Score -1.304887e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 122277 members 
Entering Unmasked Estep 
Score: -13059236.000000 Penalty: 5945.608398
	Iteration 6F: 3 clusters Score -1.305924e+07 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 136843 members 
Entering Unmasked Estep 
Score: -13072773.000000 Penalty: 5945.608398
	Iteration 7F: 3 clusters Score -1.307277e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -13085362.000000 Penalty: 5945.608398
	Iteration 8F: 3 clusters Score -1.308536e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -13092605.000000 Penalty: 5945.608398
	Iteration 9Q: 3 clusters Score -1.30926e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 159370 members 
Entering Unmasked Estep 
Score: -13095340.000000 Penalty: 5945.608398
	Iteration 10Q: 3 clusters Score -1.309534e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 160152 members 
Entering Unmasked Estep 
Score: -13096100.000000 Penalty: 5945.608398
	Iteration 11Q: 3 clusters Score -1.30961e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 160356 members 
Entering Unmasked Estep 
Score: -13096338.000000 Penalty: 5945.608398
	Iteration 12Q: 3 clusters Score -1.309634e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -13096439.000000 Penalty: 5945.608398
	Iteration 13Q: 3 clusters Score -1.309644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 160426 members 
Entering Unmasked Estep 
Score: -13096498.000000 Penalty: 5945.608398
	Iteration 14Q: 3 clusters Score -1.30965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -13096527.000000 Penalty: 5945.608398
	Iteration 15Q: 3 clusters Score -1.309653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -13096546.000000 Penalty: 5945.608398
	Iteration 16Q: 3 clusters Score -1.309655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -13096560.000000 Penalty: 5945.608398
	Iteration 17Q: 3 clusters Score -1.309656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -13096586.000000 Penalty: 5945.608398
	Iteration 18Q: 3 clusters Score -1.309659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -13096616.000000 Penalty: 5945.608398
	Iteration 19Q: 3 clusters Score -1.309662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160458 members 
Entering Unmasked Estep 
Score: -13096611.000000 Penalty: 5945.608398
	Iteration 20F: 3 clusters Score -1.309661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -13096615.000000 Penalty: 5945.608398
	Iteration 21Q: 3 clusters Score -1.309662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -13096615.000000 Penalty: 5945.608398
	Iteration 22F: 3 clusters Score -1.309662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -296140.843750 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -296140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -292250.843750 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -292250.8 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -293257.562500 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -293257.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -293721.781250 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -293721.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294109.281250 Penalty: 4108.989258
	Iteration 3F: 3 clusters Score -294109.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -294372.156250 Penalty: 4108.989258
	Iteration 4F: 3 clusters Score -294372.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -294615.250000 Penalty: 4108.989258
	Iteration 5Q: 3 clusters Score -294615.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -294916.687500 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -294916.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -295124.406250 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -295124.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -295244.187500 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -295244.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -295301.500000 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -295301.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -295329.031250 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -295329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -295351.125000 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -295351.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -295372.343750 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -295372.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -295390.375000 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -295390.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -295403.343750 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -295403.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -295413.468750 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -295413.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -295417.187500 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -295417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -295419.343750 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -295419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -295421.906250 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -295421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -295423.437500 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -295423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -295425.250000 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -295425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -295426.562500 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -295426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -295428.906250 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -295428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -295432.031250 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -295432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -295437.593750 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -295437.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -295442.468750 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -295442.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -295447.468750 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -295447.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -295450.937500 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -295450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -295453.375000 Penalty: 4108.989258
	Iteration 28Q: 3 clusters Score -295453.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -295456.093750 Penalty: 4108.989258
	Iteration 29Q: 3 clusters Score -295456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -295458.562500 Penalty: 4108.989258
	Iteration 30Q: 3 clusters Score -295458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -295461.312500 Penalty: 4108.989258
	Iteration 31Q: 3 clusters Score -295461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -295462.906250 Penalty: 4108.989258
	Iteration 32Q: 3 clusters Score -295462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -295466.250000 Penalty: 4108.989258
	Iteration 33Q: 3 clusters Score -295466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -295469.843750 Penalty: 4108.989258
	Iteration 34Q: 3 clusters Score -295469.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -295472.843750 Penalty: 4108.989258
	Iteration 35Q: 3 clusters Score -295472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -295475.093750 Penalty: 4108.989258
	Iteration 36Q: 3 clusters Score -295475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -295476.343750 Penalty: 4108.989258
	Iteration 37Q: 3 clusters Score -295476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -295476.687500 Penalty: 4108.989258
	Iteration 38Q: 3 clusters Score -295476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -295477.031250 Penalty: 4108.989258
	Iteration 39Q: 3 clusters Score -295477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -295476.906250 Penalty: 4108.989258
	Iteration 40F: 3 clusters Score -295476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Entering Unmasked Estep 
Score: -321304.500000 Penalty: 2069.555176
	Iteration 0F: 2 clusters Score -321304.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -317318.656250 Penalty: 4139.110352
	Iteration 0F: 3 clusters Score -317318.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -318246.656250 Penalty: 4139.110352
	Iteration 1F: 3 clusters Score -318246.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -318521.781250 Penalty: 4139.110352
	Iteration 2F: 3 clusters Score -318521.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -318735.187500 Penalty: 4139.110352
	Iteration 3F: 3 clusters Score -318735.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -318902.062500 Penalty: 4139.110352
	Iteration 4F: 3 clusters Score -318902.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -319037.187500 Penalty: 4139.110352
	Iteration 5Q: 3 clusters Score -319037.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -319146.656250 Penalty: 4139.110352
	Iteration 6Q: 3 clusters Score -319146.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -319252.531250 Penalty: 4139.110352
	Iteration 7Q: 3 clusters Score -319252.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -319363.406250 Penalty: 4139.110352
	Iteration 8Q: 3 clusters Score -319363.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -319468.906250 Penalty: 4139.110352
	Iteration 9Q: 3 clusters Score -319468.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -319552.875000 Penalty: 4139.110352
	Iteration 10Q: 3 clusters Score -319552.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -319634.093750 Penalty: 4139.110352
	Iteration 11Q: 3 clusters Score -319634.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319714.312500 Penalty: 4139.110352
	Iteration 12Q: 3 clusters Score -319714.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -319782.875000 Penalty: 4139.110352
	Iteration 13Q: 3 clusters Score -319782.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -319834.781250 Penalty: 4139.110352
	Iteration 14Q: 3 clusters Score -319834.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -319865.562500 Penalty: 4139.110352
	Iteration 15Q: 3 clusters Score -319865.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -319887.218750 Penalty: 4139.110352
	Iteration 16Q: 3 clusters Score -319887.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -319902.000000 Penalty: 4139.110352
	Iteration 17Q: 3 clusters Score -319902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -319918.125000 Penalty: 4139.110352
	Iteration 18Q: 3 clusters Score -319918.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -319935.250000 Penalty: 4139.110352
	Iteration 19Q: 3 clusters Score -319935.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -319955.000000 Penalty: 4139.110352
	Iteration 20F: 3 clusters Score -319955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -319971.031250 Penalty: 4139.110352
	Iteration 21Q: 3 clusters Score -319971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -319986.343750 Penalty: 4139.110352
	Iteration 22Q: 3 clusters Score -319986.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -319997.718750 Penalty: 4139.110352
	Iteration 23Q: 3 clusters Score -319997.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -320009.125000 Penalty: 4139.110352
	Iteration 24Q: 3 clusters Score -320009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -320017.531250 Penalty: 4139.110352
	Iteration 25Q: 3 clusters Score -320017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -320023.406250 Penalty: 4139.110352
	Iteration 26Q: 3 clusters Score -320023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -320026.750000 Penalty: 4139.110352
	Iteration 27Q: 3 clusters Score -320026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -320032.218750 Penalty: 4139.110352
	Iteration 28Q: 3 clusters Score -320032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -320034.406250 Penalty: 4139.110352
	Iteration 29Q: 3 clusters Score -320034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -320035.187500 Penalty: 4139.110352
	Iteration 30Q: 3 clusters Score -320035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -320035.031250 Penalty: 4139.110352
	Iteration 31Q: 3 clusters Score -320035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -320036.156250 Penalty: 4139.110352
	Iteration 32Q: 3 clusters Score -320036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -320037.593750 Penalty: 4139.110352
	Iteration 33Q: 3 clusters Score -320037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -320037.406250 Penalty: 4139.110352
	Iteration 34Q: 3 clusters Score -320037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -320038.875000 Penalty: 4139.110352
	Iteration 35Q: 3 clusters Score -320038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -320040.562500 Penalty: 4139.110352
	Iteration 36Q: 3 clusters Score -320040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -320042.250000 Penalty: 4139.110352
	Iteration 37Q: 3 clusters Score -320042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -320043.843750 Penalty: 4139.110352
	Iteration 38Q: 3 clusters Score -320043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -320043.468750 Penalty: 4139.110352
	Iteration 39Q: 3 clusters Score -320043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -320044.500000 Penalty: 4139.110352
	Iteration 40F: 3 clusters Score -320044.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -204541.453125 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -204541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -201455.343750 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -201455.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -202067.468750 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -202067.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -202259.328125 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -202259.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -202392.906250 Penalty: 3922.195068
	Iteration 3F: 3 clusters Score -202392.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -202478.078125 Penalty: 3922.195068
	Iteration 4Q: 3 clusters Score -202478.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -202538.359375 Penalty: 3922.195068
	Iteration 5Q: 3 clusters Score -202538.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -202588.140625 Penalty: 3922.195068
	Iteration 6Q: 3 clusters Score -202588.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -202631.421875 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -202631.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -202671.734375 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -202671.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -202705.453125 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -202705.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -202732.734375 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -202732.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -202760.562500 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -202760.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -202784.156250 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -202784.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -202806.687500 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -202806.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -202833.500000 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -202833.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -202861.812500 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -202861.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -202880.328125 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -202880.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202906.265625 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -202906.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -202930.171875 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -202930.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -202953.171875 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -202953.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -202988.046875 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -202988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203037.468750 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -203037.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -203115.109375 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -203115.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -203227.078125 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -203227.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -203346.750000 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -203346.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -203477.406250 Penalty: 3922.195068
	Iteration 25Q: 3 clusters Score -203477.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -203659.843750 Penalty: 3922.195068
	Iteration 26Q: 3 clusters Score -203659.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -203902.734375 Penalty: 3922.195068
	Iteration 27Q: 3 clusters Score -203902.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -204054.718750 Penalty: 3922.195068
	Iteration 28Q: 3 clusters Score -204054.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -204137.187500 Penalty: 3922.195068
	Iteration 29Q: 3 clusters Score -204137.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -204161.421875 Penalty: 3922.195068
	Iteration 30Q: 3 clusters Score -204161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -204165.296875 Penalty: 3922.195068
	Iteration 31Q: 3 clusters Score -204165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -204165.296875 Penalty: 3922.195068
	Iteration 32F: 3 clusters Score -204165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Entering Unmasked Estep 
Score: -2236748.750000 Penalty: 2562.848877
	Iteration 0F: 2 clusters Score -2236749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2215740.250000 Penalty: 5125.697754
	Iteration 0F: 3 clusters Score -2215740 nChanged 13886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2223266.500000 Penalty: 5125.697754
	Iteration 1F: 3 clusters Score -2223266 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2223893.500000 Penalty: 5125.697754
	Iteration 2F: 3 clusters Score -2223894 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2224568.250000 Penalty: 5125.697754
	Iteration 3F: 3 clusters Score -2224568 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2225428.250000 Penalty: 5125.697754
	Iteration 4F: 3 clusters Score -2225428 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2226591.750000 Penalty: 5125.697754
	Iteration 5F: 3 clusters Score -2226592 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2228141.000000 Penalty: 5125.697754
	Iteration 6F: 3 clusters Score -2228141 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2229882.500000 Penalty: 5125.697754
	Iteration 7F: 3 clusters Score -2229882 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2231400.500000 Penalty: 5125.697754
	Iteration 8F: 3 clusters Score -2231400 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2232435.500000 Penalty: 5125.697754
	Iteration 9Q: 3 clusters Score -2232436 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -2233107.750000 Penalty: 5125.697754
	Iteration 10Q: 3 clusters Score -2233108 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -2233592.250000 Penalty: 5125.697754
	Iteration 11Q: 3 clusters Score -2233592 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -2233885.250000 Penalty: 5125.697754
	Iteration 12Q: 3 clusters Score -2233885 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -2234075.250000 Penalty: 5125.697754
	Iteration 13Q: 3 clusters Score -2234075 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -2234166.000000 Penalty: 5125.697754
	Iteration 14Q: 3 clusters Score -2234166 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -2234248.750000 Penalty: 5125.697754
	Iteration 15Q: 3 clusters Score -2234249 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -2234307.250000 Penalty: 5125.697754
	Iteration 16Q: 3 clusters Score -2234307 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -2234341.000000 Penalty: 5125.697754
	Iteration 17Q: 3 clusters Score -2234341 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -2234389.000000 Penalty: 5125.697754
	Iteration 18Q: 3 clusters Score -2234389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -2234429.500000 Penalty: 5125.697754
	Iteration 19Q: 3 clusters Score -2234430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -2234463.000000 Penalty: 5125.697754
	Iteration 20F: 3 clusters Score -2234463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -2234487.000000 Penalty: 5125.697754
	Iteration 21Q: 3 clusters Score -2234487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -2234501.750000 Penalty: 5125.697754
	Iteration 22Q: 3 clusters Score -2234502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -2234510.750000 Penalty: 5125.697754
	Iteration 23Q: 3 clusters Score -2234511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -2234518.000000 Penalty: 5125.697754
	Iteration 24Q: 3 clusters Score -2234518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -2234531.750000 Penalty: 5125.697754
	Iteration 25Q: 3 clusters Score -2234532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -2234542.000000 Penalty: 5125.697754
	Iteration 26Q: 3 clusters Score -2234542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2234560.500000 Penalty: 5125.697754
	Iteration 27Q: 3 clusters Score -2234560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2234573.000000 Penalty: 5125.697754
	Iteration 28Q: 3 clusters Score -2234573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -2234583.000000 Penalty: 5125.697754
	Iteration 29Q: 3 clusters Score -2234583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -2234596.750000 Penalty: 5125.697754
	Iteration 30Q: 3 clusters Score -2234597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -2234602.750000 Penalty: 5125.697754
	Iteration 31Q: 3 clusters Score -2234603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -2234611.500000 Penalty: 5125.697754
	Iteration 32Q: 3 clusters Score -2234612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -2234610.250000 Penalty: 5125.697754
	Iteration 33Q: 3 clusters Score -2234610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2234618.250000 Penalty: 5125.697754
	Iteration 34Q: 3 clusters Score -2234618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -2234627.000000 Penalty: 5125.697754
	Iteration 35Q: 3 clusters Score -2234627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -2234625.750000 Penalty: 5125.697754
	Iteration 36Q: 3 clusters Score -2234626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2234635.750000 Penalty: 5125.697754
	Iteration 37Q: 3 clusters Score -2234636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -2234640.250000 Penalty: 5125.697754
	Iteration 38Q: 3 clusters Score -2234640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -2234649.750000 Penalty: 5125.697754
	Iteration 39Q: 3 clusters Score -2234650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -2234661.250000 Penalty: 5125.697754
	Iteration 40F: 3 clusters Score -2234661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -2234664.750000 Penalty: 5125.697754
	Iteration 41Q: 3 clusters Score -2234665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -2234668.000000 Penalty: 5125.697754
	Iteration 42Q: 3 clusters Score -2234668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -2234670.750000 Penalty: 5125.697754
	Iteration 43Q: 3 clusters Score -2234671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -2234680.500000 Penalty: 5125.697754
	Iteration 44Q: 3 clusters Score -2234680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2234683.250000 Penalty: 5125.697754
	Iteration 45Q: 3 clusters Score -2234683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -2234690.000000 Penalty: 5125.697754
	Iteration 46Q: 3 clusters Score -2234690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -2234692.000000 Penalty: 5125.697754
	Iteration 47Q: 3 clusters Score -2234692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -2234694.750000 Penalty: 5125.697754
	Iteration 48Q: 3 clusters Score -2234695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -2234695.500000 Penalty: 5125.697754
	Iteration 49Q: 3 clusters Score -2234696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -2234695.750000 Penalty: 5125.697754
	Iteration 50Q: 3 clusters Score -2234696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -2234703.500000 Penalty: 5125.697754
	Iteration 51Q: 3 clusters Score -2234704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -2234704.750000 Penalty: 5125.697754
	Iteration 52Q: 3 clusters Score -2234705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -2234708.750000 Penalty: 5125.697754
	Iteration 53Q: 3 clusters Score -2234709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -2234710.500000 Penalty: 5125.697754
	Iteration 54Q: 3 clusters Score -2234710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -2234712.750000 Penalty: 5125.697754
	Iteration 55Q: 3 clusters Score -2234713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -2234712.500000 Penalty: 5125.697754
	Iteration 56Q: 3 clusters Score -2234712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -2234715.750000 Penalty: 5125.697754
	Iteration 57Q: 3 clusters Score -2234716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -2234716.500000 Penalty: 5125.697754
	Iteration 58Q: 3 clusters Score -2234716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2234717.000000 Penalty: 5125.697754
	Iteration 59Q: 3 clusters Score -2234717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -2234720.000000 Penalty: 5125.697754
	Iteration 60F: 3 clusters Score -2234720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -2234719.250000 Penalty: 5125.697754
	Iteration 61Q: 3 clusters Score -2234719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -2234718.750000 Penalty: 5125.697754
	Iteration 62Q: 3 clusters Score -2234719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -2234718.750000 Penalty: 5125.697754
	Iteration 63F: 3 clusters Score -2234719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -938321.000000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -938321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -929168.125000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -929168.1 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -932200.875000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -932200.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -932964.562500 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -932964.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -933830.500000 Penalty: 4672.979980
	Iteration 3F: 3 clusters Score -933830.5 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -934573.437500 Penalty: 4672.979980
	Iteration 4F: 3 clusters Score -934573.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -935183.437500 Penalty: 4672.979980
	Iteration 5F: 3 clusters Score -935183.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -935707.250000 Penalty: 4672.979980
	Iteration 6F: 3 clusters Score -935707.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -936107.687500 Penalty: 4672.979980
	Iteration 7Q: 3 clusters Score -936107.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -936459.687500 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -936459.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -936784.187500 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -936784.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -937043.000000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -937043 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -937298.812500 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -937298.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -937472.750000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -937472.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -937585.750000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -937585.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -937663.375000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -937663.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -937719.000000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -937719 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -937767.250000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -937767.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -937810.187500 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -937810.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -937842.687500 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -937842.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -937855.062500 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -937855.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -937866.125000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -937866.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -937875.875000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -937875.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -937887.500000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -937887.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -937895.312500 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -937895.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -937901.000000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -937901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -937912.187500 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -937912.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -937914.937500 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -937914.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -937918.125000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -937918.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -937921.187500 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -937921.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -937929.312500 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -937929.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -937930.187500 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -937930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -937930.437500 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -937930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -937929.500000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -937929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -937931.187500 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -937931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -937931.875000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -937931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -937933.875000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -937933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -937935.375000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -937935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -937937.937500 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -937937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -937940.562500 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -937940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -937942.062500 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -937942.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -937941.062500 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -937941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -937940.000000 Penalty: 4672.979980
	Iteration 41Q: 3 clusters Score -937940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -937940.000000 Penalty: 4672.979980
	Iteration 42F: 3 clusters Score -937940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -358241.375000 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -358241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -354161.281250 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -354161.3 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -355059.125000 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -355059.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -355212.656250 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -355212.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -355312.375000 Penalty: 4154.312012
	Iteration 3Q: 3 clusters Score -355312.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -355374.968750 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -355375 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -355420.187500 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -355420.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -355456.843750 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -355456.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -355490.437500 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -355490.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -355516.562500 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -355516.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -355533.812500 Penalty: 4154.312012
	Iteration 9Q: 3 clusters Score -355533.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -355548.500000 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -355548.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -355560.281250 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -355560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -355570.687500 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -355570.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -355580.718750 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -355580.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -355593.843750 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -355593.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -355603.437500 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -355603.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -355612.062500 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -355612.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -355620.468750 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -355620.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -355626.406250 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -355626.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -355633.437500 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -355633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -355638.531250 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -355638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -355644.625000 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -355644.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -355648.500000 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -355648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -355653.218750 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -355653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -355657.093750 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -355657.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -355659.000000 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -355659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -355659.343750 Penalty: 4154.312012
	Iteration 26Q: 3 clusters Score -355659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -355659.812500 Penalty: 4154.312012
	Iteration 27Q: 3 clusters Score -355659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -355659.593750 Penalty: 4154.312012
	Iteration 28Q: 3 clusters Score -355659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -355659.937500 Penalty: 4154.312012
	Iteration 29Q: 3 clusters Score -355659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -355659.937500 Penalty: 4154.312012
	Iteration 30F: 3 clusters Score -355659.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -347130.531250 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -347130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -342926.125000 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -342926.1 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -343860.000000 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -343860 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -344073.781250 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -344073.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -344213.343750 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -344213.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -344300.687500 Penalty: 4165.164062
	Iteration 4Q: 3 clusters Score -344300.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -344363.031250 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -344363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -344407.406250 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -344407.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -344436.843750 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -344436.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -344459.875000 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -344459.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -344477.625000 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -344477.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -344496.718750 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -344496.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -344521.093750 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -344521.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -344546.281250 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -344546.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -344573.281250 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -344573.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -344604.718750 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -344604.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -344644.093750 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -344644.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -344695.937500 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -344695.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -344746.812500 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -344746.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -344786.687500 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -344786.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -344829.718750 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -344829.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -344882.656250 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -344882.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -344932.125000 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -344932.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -344977.375000 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -344977.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -345014.343750 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -345014.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -345049.000000 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -345049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -345075.000000 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -345075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -345100.031250 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -345100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -345124.312500 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -345124.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -345150.250000 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -345150.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -345167.218750 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -345167.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -345185.250000 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -345185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -345194.593750 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -345194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -345202.343750 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -345202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -345208.406250 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -345208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -345212.906250 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -345212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -345217.875000 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -345217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -345223.312500 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -345223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -345226.312500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -345226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -345229.343750 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -345229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -345232.343750 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -345232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -345233.906250 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -345233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -345236.250000 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -345236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -345237.812500 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -345237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -345238.843750 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -345238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -345238.843750 Penalty: 4165.164062
	Iteration 44F: 3 clusters Score -345238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -260339.156250 Penalty: 2011.385864
	Iteration 0F: 2 clusters Score -260339.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -256861.281250 Penalty: 4022.771729
	Iteration 0F: 3 clusters Score -256861.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -257603.421875 Penalty: 4022.771729
	Iteration 1F: 3 clusters Score -257603.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -257768.328125 Penalty: 4022.771729
	Iteration 2F: 3 clusters Score -257768.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -257864.625000 Penalty: 4022.771729
	Iteration 3Q: 3 clusters Score -257864.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -257942.687500 Penalty: 4022.771729
	Iteration 4Q: 3 clusters Score -257942.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -258000.453125 Penalty: 4022.771729
	Iteration 5Q: 3 clusters Score -258000.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -258072.906250 Penalty: 4022.771729
	Iteration 6Q: 3 clusters Score -258072.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -258132.140625 Penalty: 4022.771729
	Iteration 7Q: 3 clusters Score -258132.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -258194.093750 Penalty: 4022.771729
	Iteration 8Q: 3 clusters Score -258194.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -258238.750000 Penalty: 4022.771729
	Iteration 9Q: 3 clusters Score -258238.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -258263.281250 Penalty: 4022.771729
	Iteration 10Q: 3 clusters Score -258263.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -258277.343750 Penalty: 4022.771729
	Iteration 11Q: 3 clusters Score -258277.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -258288.609375 Penalty: 4022.771729
	Iteration 12Q: 3 clusters Score -258288.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -258297.796875 Penalty: 4022.771729
	Iteration 13Q: 3 clusters Score -258297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -258305.656250 Penalty: 4022.771729
	Iteration 14Q: 3 clusters Score -258305.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -258311.937500 Penalty: 4022.771729
	Iteration 15Q: 3 clusters Score -258311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -258316.656250 Penalty: 4022.771729
	Iteration 16Q: 3 clusters Score -258316.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -258322.031250 Penalty: 4022.771729
	Iteration 17Q: 3 clusters Score -258322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -258325.734375 Penalty: 4022.771729
	Iteration 18Q: 3 clusters Score -258325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -258331.359375 Penalty: 4022.771729
	Iteration 19Q: 3 clusters Score -258331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -258334.328125 Penalty: 4022.771729
	Iteration 20F: 3 clusters Score -258334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -258336.078125 Penalty: 4022.771729
	Iteration 21Q: 3 clusters Score -258336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -258337.312500 Penalty: 4022.771729
	Iteration 22Q: 3 clusters Score -258337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -258339.515625 Penalty: 4022.771729
	Iteration 23Q: 3 clusters Score -258339.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -258342.640625 Penalty: 4022.771729
	Iteration 24Q: 3 clusters Score -258342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -258344.484375 Penalty: 4022.771729
	Iteration 25Q: 3 clusters Score -258344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -258346.937500 Penalty: 4022.771729
	Iteration 26Q: 3 clusters Score -258346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -258348.390625 Penalty: 4022.771729
	Iteration 27Q: 3 clusters Score -258348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -258348.546875 Penalty: 4022.771729
	Iteration 28Q: 3 clusters Score -258348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -258349.203125 Penalty: 4022.771729
	Iteration 29Q: 3 clusters Score -258349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -258350.281250 Penalty: 4022.771729
	Iteration 30Q: 3 clusters Score -258350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -258350.500000 Penalty: 4022.771729
	Iteration 31Q: 3 clusters Score -258350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -258350.500000 Penalty: 4022.771729
	Iteration 32F: 3 clusters Score -258350.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Entering Unmasked Estep 
Score: -2423554.500000 Penalty: 2549.772705
	Iteration 0F: 2 clusters Score -2423554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2403666.750000 Penalty: 5099.545410
	Iteration 0F: 3 clusters Score -2403667 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2410907.750000 Penalty: 5099.545410
	Iteration 1F: 3 clusters Score -2410908 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2411569.500000 Penalty: 5099.545410
	Iteration 2F: 3 clusters Score -2411570 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2412285.500000 Penalty: 5099.545410
	Iteration 3F: 3 clusters Score -2412286 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2413170.250000 Penalty: 5099.545410
	Iteration 4F: 3 clusters Score -2413170 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2414392.500000 Penalty: 5099.545410
	Iteration 5F: 3 clusters Score -2414392 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2416008.500000 Penalty: 5099.545410
	Iteration 6F: 3 clusters Score -2416008 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2417765.500000 Penalty: 5099.545410
	Iteration 7F: 3 clusters Score -2417766 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2419192.750000 Penalty: 5099.545410
	Iteration 8F: 3 clusters Score -2419193 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -2420211.000000 Penalty: 5099.545410
	Iteration 9Q: 3 clusters Score -2420211 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -2420715.500000 Penalty: 5099.545410
	Iteration 10Q: 3 clusters Score -2420716 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -2420952.000000 Penalty: 5099.545410
	Iteration 11Q: 3 clusters Score -2420952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2421100.750000 Penalty: 5099.545410
	Iteration 12Q: 3 clusters Score -2421101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -2421180.750000 Penalty: 5099.545410
	Iteration 13Q: 3 clusters Score -2421181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -2421231.500000 Penalty: 5099.545410
	Iteration 14Q: 3 clusters Score -2421232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -2421254.750000 Penalty: 5099.545410
	Iteration 15Q: 3 clusters Score -2421255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -2421280.750000 Penalty: 5099.545410
	Iteration 16Q: 3 clusters Score -2421281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -2421299.250000 Penalty: 5099.545410
	Iteration 17Q: 3 clusters Score -2421299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -2421312.750000 Penalty: 5099.545410
	Iteration 18Q: 3 clusters Score -2421313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2421326.500000 Penalty: 5099.545410
	Iteration 19Q: 3 clusters Score -2421326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -2421329.000000 Penalty: 5099.545410
	Iteration 20F: 3 clusters Score -2421329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -2421333.250000 Penalty: 5099.545410
	Iteration 21Q: 3 clusters Score -2421333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -2421338.750000 Penalty: 5099.545410
	Iteration 22Q: 3 clusters Score -2421339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -2421340.000000 Penalty: 5099.545410
	Iteration 23Q: 3 clusters Score -2421340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2421339.000000 Penalty: 5099.545410
	Iteration 24Q: 3 clusters Score -2421339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2421343.250000 Penalty: 5099.545410
	Iteration 25Q: 3 clusters Score -2421343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2421348.000000 Penalty: 5099.545410
	Iteration 26Q: 3 clusters Score -2421348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2421352.500000 Penalty: 5099.545410
	Iteration 27Q: 3 clusters Score -2421352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2421356.000000 Penalty: 5099.545410
	Iteration 28Q: 3 clusters Score -2421356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2421356.000000 Penalty: 5099.545410
	Iteration 29F: 3 clusters Score -2421356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -79524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77542.414062 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -77542.41 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77841.046875 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -77841.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77952.609375 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -77952.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -78007.234375 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -78007.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78038.132812 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -78038.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78056.796875 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -78056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -78071.992188 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -78071.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78081.890625 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -78081.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -78087.437500 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -78087.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78091.375000 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -78091.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78091.375000 Penalty: 3457.947754
	Iteration 10F: 3 clusters Score -78091.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (11888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Entering Unmasked Estep 
Score: -933407.312500 Penalty: 2327.054688
	Iteration 0F: 2 clusters Score -933407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -924540.875000 Penalty: 4654.109375
	Iteration 0F: 3 clusters Score -924540.9 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -927224.000000 Penalty: 4654.109375
	Iteration 1F: 3 clusters Score -927224 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -927638.375000 Penalty: 4654.109375
	Iteration 2F: 3 clusters Score -927638.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -928057.125000 Penalty: 4654.109375
	Iteration 3F: 3 clusters Score -928057.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -928410.187500 Penalty: 4654.109375
	Iteration 4F: 3 clusters Score -928410.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -928732.562500 Penalty: 4654.109375
	Iteration 5Q: 3 clusters Score -928732.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -929041.375000 Penalty: 4654.109375
	Iteration 6Q: 3 clusters Score -929041.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -929383.500000 Penalty: 4654.109375
	Iteration 7Q: 3 clusters Score -929383.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -929745.812500 Penalty: 4654.109375
	Iteration 8Q: 3 clusters Score -929745.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -930090.562500 Penalty: 4654.109375
	Iteration 9Q: 3 clusters Score -930090.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -930475.500000 Penalty: 4654.109375
	Iteration 10Q: 3 clusters Score -930475.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -930865.125000 Penalty: 4654.109375
	Iteration 11Q: 3 clusters Score -930865.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -931318.625000 Penalty: 4654.109375
	Iteration 12Q: 3 clusters Score -931318.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -932055.812500 Penalty: 4654.109375
	Iteration 13Q: 3 clusters Score -932055.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -933055.687500 Penalty: 4654.109375
	Iteration 14Q: 3 clusters Score -933055.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -933757.250000 Penalty: 4654.109375
	Iteration 15Q: 3 clusters Score -933757.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -934107.250000 Penalty: 4654.109375
	Iteration 16Q: 3 clusters Score -934107.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -934476.625000 Penalty: 4654.109375
	Iteration 17Q: 3 clusters Score -934476.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -934866.625000 Penalty: 4654.109375
	Iteration 18Q: 3 clusters Score -934866.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -935196.062500 Penalty: 4654.109375
	Iteration 19Q: 3 clusters Score -935196.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -935351.250000 Penalty: 4654.109375
	Iteration 20F: 3 clusters Score -935351.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -935397.750000 Penalty: 4654.109375
	Iteration 21Q: 3 clusters Score -935397.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -935414.062500 Penalty: 4654.109375
	Iteration 22Q: 3 clusters Score -935414.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -935418.125000 Penalty: 4654.109375
	Iteration 23Q: 3 clusters Score -935418.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -935419.687500 Penalty: 4654.109375
	Iteration 24Q: 3 clusters Score -935419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -935421.750000 Penalty: 4654.109375
	Iteration 25Q: 3 clusters Score -935421.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -935424.062500 Penalty: 4654.109375
	Iteration 26Q: 3 clusters Score -935424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -935427.250000 Penalty: 4654.109375
	Iteration 27Q: 3 clusters Score -935427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -935427.250000 Penalty: 4654.109375
	Iteration 28Q: 3 clusters Score -935427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -935428.375000 Penalty: 4654.109375
	Iteration 29Q: 3 clusters Score -935428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -935428.375000 Penalty: 4654.109375
	Iteration 30F: 3 clusters Score -935428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 19898 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 243796 members 
Mstep: Class 6 contains 30421 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 52480 members 
Mstep: Class 11 contains 850864 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 37809 members 
Mstep: Class 15 contains 28117 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100310 members 
Mstep: Class 18 contains 160671 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30763 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29183 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 5455 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5248 members 
Mstep: Class 32 contains 36377 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 3843 members 
Mstep: Class 35 contains 6433 members 
Entering Unmasked Estep 
Score: -142787424.000000 Penalty: 125124.562500
Splitting cluster 29 changes total score from -142786592.000000 to -142787424.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 30 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -670966.812500 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -670966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -664151.625000 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -664151.6 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -666054.062500 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -666054.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -666339.750000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -666339.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -666524.250000 Penalty: 4493.693359
	Iteration 3Q: 3 clusters Score -666524.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -666710.437500 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -666710.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -666860.312500 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -666860.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -666992.937500 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -666992.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -667115.750000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -667115.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -667230.687500 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -667230.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -667354.562500 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -667354.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -667513.000000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -667513 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -667673.250000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -667673.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -667849.125000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -667849.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -668022.625000 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -668022.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -668163.312500 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -668163.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -668307.250000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -668307.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -668438.687500 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -668438.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -668558.437500 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -668558.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -668647.937500 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -668647.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -668725.937500 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -668725.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -668786.687500 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -668786.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -668841.812500 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -668841.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -668887.687500 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -668887.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -668923.750000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -668923.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -668952.562500 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -668952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -668973.937500 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -668973.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -668999.312500 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -668999.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -669015.687500 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -669015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -669030.687500 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -669030.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -669039.375000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -669039.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -669051.750000 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -669051.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -669064.937500 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -669064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -669072.687500 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -669072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -669079.687500 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -669079.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -669084.937500 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -669084.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -669095.687500 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -669095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -669101.625000 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -669101.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -669109.875000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -669109.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -669114.937500 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -669114.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -669123.312500 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -669123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -669128.875000 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -669128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -669133.437500 Penalty: 4493.693359
	Iteration 41Q: 3 clusters Score -669133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -669133.875000 Penalty: 4493.693359
	Iteration 42Q: 3 clusters Score -669133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -669134.812500 Penalty: 4493.693359
	Iteration 43Q: 3 clusters Score -669134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -669134.812500 Penalty: 4493.693359
	Iteration 44F: 3 clusters Score -669134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -334991.531250 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -334991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -330439.750000 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -330439.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -331902.281250 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -331902.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -332433.656250 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -332433.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -332850.750000 Penalty: 4248.538574
	Iteration 3F: 3 clusters Score -332850.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -333175.750000 Penalty: 4248.538574
	Iteration 4F: 3 clusters Score -333175.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -333492.093750 Penalty: 4248.538574
	Iteration 5F: 3 clusters Score -333492.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -333739.343750 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -333739.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -333916.906250 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -333916.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -334049.750000 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -334049.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -334134.000000 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -334134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -334185.593750 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -334185.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -334211.718750 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -334211.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -334231.812500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -334231.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -334245.781250 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -334245.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -334256.906250 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -334256.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -334264.812500 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -334264.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -334270.718750 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -334270.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -334274.250000 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -334274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -334277.562500 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -334277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -334280.875000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -334280.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -334283.281250 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -334283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -334283.781250 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -334283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -334285.500000 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -334285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -334285.375000 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -334285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -334285.375000 Penalty: 4248.538574
	Iteration 24F: 3 clusters Score -334285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Entering Unmasked Estep 
Score: -3012587.250000 Penalty: 2604.419678
	Iteration 0F: 2 clusters Score -3012587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2987681.750000 Penalty: 5208.839355
	Iteration 0F: 3 clusters Score -2987682 nChanged 16605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2996868.250000 Penalty: 5208.839355
	Iteration 1F: 3 clusters Score -2996868 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2997241.500000 Penalty: 5208.839355
	Iteration 2Q: 3 clusters Score -2997242 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2997579.250000 Penalty: 5208.839355
	Iteration 3Q: 3 clusters Score -2997579 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2997908.500000 Penalty: 5208.839355
	Iteration 4Q: 3 clusters Score -2997908 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2998234.750000 Penalty: 5208.839355
	Iteration 5Q: 3 clusters Score -2998235 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2998667.500000 Penalty: 5208.839355
	Iteration 6Q: 3 clusters Score -2998668 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2999289.750000 Penalty: 5208.839355
	Iteration 7Q: 3 clusters Score -2999290 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3000281.000000 Penalty: 5208.839355
	Iteration 8F: 3 clusters Score -3000281 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3001915.750000 Penalty: 5208.839355
	Iteration 9F: 3 clusters Score -3001916 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3004250.000000 Penalty: 5208.839355
	Iteration 10F: 3 clusters Score -3004250 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -3006787.250000 Penalty: 5208.839355
	Iteration 11F: 3 clusters Score -3006787 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -3008659.500000 Penalty: 5208.839355
	Iteration 12F: 3 clusters Score -3008660 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3009588.750000 Penalty: 5208.839355
	Iteration 13Q: 3 clusters Score -3009589 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -3009980.500000 Penalty: 5208.839355
	Iteration 14Q: 3 clusters Score -3009980 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -3010166.500000 Penalty: 5208.839355
	Iteration 15Q: 3 clusters Score -3010166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -3010232.250000 Penalty: 5208.839355
	Iteration 16Q: 3 clusters Score -3010232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -3010265.500000 Penalty: 5208.839355
	Iteration 17Q: 3 clusters Score -3010266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -3010291.000000 Penalty: 5208.839355
	Iteration 18Q: 3 clusters Score -3010291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -3010300.000000 Penalty: 5208.839355
	Iteration 19Q: 3 clusters Score -3010300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -3010304.250000 Penalty: 5208.839355
	Iteration 20F: 3 clusters Score -3010304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3010309.250000 Penalty: 5208.839355
	Iteration 21Q: 3 clusters Score -3010309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -3010317.000000 Penalty: 5208.839355
	Iteration 22Q: 3 clusters Score -3010317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -3010323.500000 Penalty: 5208.839355
	Iteration 23Q: 3 clusters Score -3010324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3010334.750000 Penalty: 5208.839355
	Iteration 24Q: 3 clusters Score -3010335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3010333.500000 Penalty: 5208.839355
	Iteration 25Q: 3 clusters Score -3010334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3010333.500000 Penalty: 5208.839355
	Iteration 26F: 3 clusters Score -3010334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -36248.128906 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -36248.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34657.449219 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -34657.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34868.707031 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -34868.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34929.105469 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -34929.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34957.882812 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -34957.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34971.632812 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -34971.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34974.640625 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -34974.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -34980.851562 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -34980.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34995.355469 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -34995.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -35004.253906 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -35004.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35012.476562 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -35012.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35016.953125 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -35016.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35016.953125 Penalty: 3156.062012
	Iteration 11F: 3 clusters Score -35016.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 19898 members 
Mstep: Class 4 contains 4108 members 
Mstep: Class 5 contains 243796 members 
Mstep: Class 6 contains 30421 members 
Mstep: Class 7 contains 40179 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 3426 members 
Mstep: Class 10 contains 52480 members 
Mstep: Class 11 contains 850864 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 37809 members 
Mstep: Class 15 contains 28117 members 
Mstep: Class 16 contains 7592 members 
Mstep: Class 17 contains 100310 members 
Mstep: Class 18 contains 160671 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2718 members 
Mstep: Class 22 contains 30763 members 
Mstep: Class 23 contains 12349 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29183 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 5455 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5248 members 
Mstep: Class 32 contains 36377 members 
Mstep: Class 33 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142788720.000000 Penalty: 125124.562500
Iteration 239Q: 36 clusters Score -1.427887e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 19889 members 
Mstep: Class 4 contains 4097 members 
Mstep: Class 5 contains 243814 members 
Mstep: Class 6 contains 30440 members 
Mstep: Class 7 contains 40196 members 
Mstep: Class 8 contains 14628 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 52481 members 
Mstep: Class 11 contains 850819 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 21239 members 
Mstep: Class 14 contains 37811 members 
Mstep: Class 15 contains 27985 members 
Mstep: Class 16 contains 7595 members 
Mstep: Class 17 contains 100301 members 
Mstep: Class 18 contains 160673 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 4209 members 
Mstep: Class 21 contains 2733 members 
Mstep: Class 22 contains 30783 members 
Mstep: Class 23 contains 12325 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3329 members 
Mstep: Class 27 contains 29183 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 8603 members 
Mstep: Class 31 contains 5289 members 
Mstep: Class 32 contains 36374 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 3756 members 
Mstep: Class 35 contains 6354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789600.000000 Penalty: 125124.562500
Iteration 240F: 36 clusters Score -1.427896e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 19886 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 243829 members 
Mstep: Class 6 contains 30454 members 
Mstep: Class 7 contains 40166 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 52483 members 
Mstep: Class 11 contains 850768 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 21244 members 
Mstep: Class 14 contains 37809 members 
Mstep: Class 15 contains 27880 members 
Mstep: Class 16 contains 7598 members 
Mstep: Class 17 contains 100295 members 
Mstep: Class 18 contains 160681 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 2708 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 12293 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29183 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 5966 members 
Mstep: Class 30 contains 8604 members 
Mstep: Class 31 contains 5209 members 
Mstep: Class 32 contains 36370 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3835 members 
Mstep: Class 35 contains 6397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789952.000000 Penalty: 125124.562500
Iteration 241Q: 36 clusters Score -1.4279e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 19880 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 243865 members 
Mstep: Class 6 contains 30469 members 
Mstep: Class 7 contains 40140 members 
Mstep: Class 8 contains 14633 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 52485 members 
Mstep: Class 11 contains 850737 members 
Mstep: Class 12 contains 1772 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 37808 members 
Mstep: Class 15 contains 27817 members 
Mstep: Class 16 contains 7599 members 
Mstep: Class 17 contains 100283 members 
Mstep: Class 18 contains 160708 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 4210 members 
Mstep: Class 21 contains 2691 members 
Mstep: Class 22 contains 30836 members 
Mstep: Class 23 contains 12271 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29181 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 8604 members 
Mstep: Class 31 contains 5187 members 
Mstep: Class 32 contains 36365 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3852 members 
Mstep: Class 35 contains 6415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790160.000000 Penalty: 125124.562500
Iteration 242Q: 36 clusters Score -1.427902e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 19878 members 
Mstep: Class 4 contains 4079 members 
Mstep: Class 5 contains 243897 members 
Mstep: Class 6 contains 30486 members 
Mstep: Class 7 contains 40110 members 
Mstep: Class 8 contains 14628 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 52486 members 
Mstep: Class 11 contains 850720 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 37802 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 100280 members 
Mstep: Class 18 contains 160731 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 30849 members 
Mstep: Class 23 contains 12252 members 
Mstep: Class 24 contains 4341 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29176 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6280 members 
Mstep: Class 30 contains 8605 members 
Mstep: Class 31 contains 5173 members 
Mstep: Class 32 contains 36360 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3871 members 
Mstep: Class 35 contains 6426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790240.000000 Penalty: 125124.562500
Iteration 243Q: 36 clusters Score -1.427902e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 19874 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 243930 members 
Mstep: Class 6 contains 30496 members 
Mstep: Class 7 contains 40094 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 3372 members 
Mstep: Class 10 contains 52484 members 
Mstep: Class 11 contains 850676 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 21251 members 
Mstep: Class 14 contains 37794 members 
Mstep: Class 15 contains 27692 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100277 members 
Mstep: Class 18 contains 160755 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 2669 members 
Mstep: Class 22 contains 30866 members 
Mstep: Class 23 contains 12235 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29175 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6407 members 
Mstep: Class 30 contains 8604 members 
Mstep: Class 31 contains 5159 members 
Mstep: Class 32 contains 36359 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3879 members 
Mstep: Class 35 contains 6433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790416.000000 Penalty: 125124.562500
Iteration 244Q: 36 clusters Score -1.427904e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19870 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 5 contains 243961 members 
Mstep: Class 6 contains 30508 members 
Mstep: Class 7 contains 40063 members 
Mstep: Class 8 contains 14634 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 52487 members 
Mstep: Class 11 contains 850617 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37790 members 
Mstep: Class 15 contains 27655 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100279 members 
Mstep: Class 18 contains 160790 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 2661 members 
Mstep: Class 22 contains 30871 members 
Mstep: Class 23 contains 12221 members 
Mstep: Class 24 contains 4346 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29173 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6507 members 
Mstep: Class 30 contains 8606 members 
Mstep: Class 31 contains 5156 members 
Mstep: Class 32 contains 36355 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 35 contains 6436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790528.000000 Penalty: 125124.562500
Iteration 245Q: 36 clusters Score -1.427905e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 11869 members 
Mstep: Class 3 contains 19869 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 243996 members 
Mstep: Class 6 contains 30514 members 
Mstep: Class 7 contains 40037 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 52485 members 
Mstep: Class 11 contains 850559 members 
Mstep: Class 12 contains 1779 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37782 members 
Mstep: Class 15 contains 27620 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 100289 members 
Mstep: Class 18 contains 160821 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 4214 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 30875 members 
Mstep: Class 23 contains 12218 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29172 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6588 members 
Mstep: Class 30 contains 8607 members 
Mstep: Class 31 contains 5150 members 
Mstep: Class 32 contains 36348 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 35 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790544.000000 Penalty: 125124.562500
Iteration 246Q: 36 clusters Score -1.427905e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 4051 members 
Mstep: Class 5 contains 244027 members 
Mstep: Class 6 contains 30523 members 
Mstep: Class 7 contains 40019 members 
Mstep: Class 8 contains 14645 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 52481 members 
Mstep: Class 11 contains 850528 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37775 members 
Mstep: Class 15 contains 27557 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 100287 members 
Mstep: Class 18 contains 160844 members 
Mstep: Class 19 contains 3976 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 30882 members 
Mstep: Class 23 contains 12216 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29170 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6675 members 
Mstep: Class 30 contains 8608 members 
Mstep: Class 31 contains 5145 members 
Mstep: Class 32 contains 36343 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3886 members 
Mstep: Class 35 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790448.000000 Penalty: 125124.562500
Iteration 247Q: 36 clusters Score -1.427904e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 4043 members 
Mstep: Class 5 contains 244054 members 
Mstep: Class 6 contains 30530 members 
Mstep: Class 7 contains 39996 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3359 members 
Mstep: Class 10 contains 52481 members 
Mstep: Class 11 contains 850493 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 37769 members 
Mstep: Class 15 contains 27506 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100288 members 
Mstep: Class 18 contains 160860 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4216 members 
Mstep: Class 21 contains 2657 members 
Mstep: Class 22 contains 30889 members 
Mstep: Class 23 contains 12207 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29166 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6765 members 
Mstep: Class 30 contains 8608 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 36338 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3888 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790544.000000 Penalty: 125124.562500
Iteration 248Q: 36 clusters Score -1.427905e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 19868 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 244087 members 
Mstep: Class 6 contains 30552 members 
Mstep: Class 7 contains 39974 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 52481 members 
Mstep: Class 11 contains 850475 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21254 members 
Mstep: Class 14 contains 37765 members 
Mstep: Class 15 contains 27453 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100293 members 
Mstep: Class 18 contains 160870 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4219 members 
Mstep: Class 21 contains 2650 members 
Mstep: Class 22 contains 30896 members 
Mstep: Class 23 contains 12203 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29158 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6838 members 
Mstep: Class 30 contains 8608 members 
Mstep: Class 31 contains 5139 members 
Mstep: Class 32 contains 36332 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3890 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 249Q: 36 clusters Score -1.427908e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 11858 members 
Mstep: Class 3 contains 19866 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 244121 members 
Mstep: Class 6 contains 30571 members 
Mstep: Class 7 contains 39955 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 52479 members 
Mstep: Class 11 contains 850452 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 21254 members 
Mstep: Class 14 contains 37763 members 
Mstep: Class 15 contains 27428 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100306 members 
Mstep: Class 18 contains 160888 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4220 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 30899 members 
Mstep: Class 23 contains 12193 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29149 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6889 members 
Mstep: Class 30 contains 8608 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 36329 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790816.000000 Penalty: 125124.562500
Iteration 250Q: 36 clusters Score -1.427908e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 19864 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 244167 members 
Mstep: Class 6 contains 30581 members 
Mstep: Class 7 contains 39932 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 52477 members 
Mstep: Class 11 contains 850436 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37758 members 
Mstep: Class 15 contains 27398 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100302 members 
Mstep: Class 18 contains 160904 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 30903 members 
Mstep: Class 23 contains 12187 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29138 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 6949 members 
Mstep: Class 30 contains 8609 members 
Mstep: Class 31 contains 5141 members 
Mstep: Class 32 contains 36329 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3891 members 
Mstep: Class 35 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790816.000000 Penalty: 125124.562500
Iteration 251Q: 36 clusters Score -1.427908e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 19863 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 244221 members 
Mstep: Class 6 contains 30581 members 
Mstep: Class 7 contains 39913 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 52474 members 
Mstep: Class 11 contains 850420 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 37746 members 
Mstep: Class 15 contains 27363 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100299 members 
Mstep: Class 18 contains 160908 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 30907 members 
Mstep: Class 23 contains 12184 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29125 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7009 members 
Mstep: Class 30 contains 8610 members 
Mstep: Class 31 contains 5143 members 
Mstep: Class 32 contains 36329 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790752.000000 Penalty: 125124.562500
Iteration 252Q: 36 clusters Score -1.427908e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 19860 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 244281 members 
Mstep: Class 6 contains 30579 members 
Mstep: Class 7 contains 39898 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 52473 members 
Mstep: Class 11 contains 850400 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37735 members 
Mstep: Class 15 contains 27312 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100304 members 
Mstep: Class 18 contains 160914 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 30898 members 
Mstep: Class 23 contains 12181 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29115 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7078 members 
Mstep: Class 30 contains 8610 members 
Mstep: Class 31 contains 5150 members 
Mstep: Class 32 contains 36331 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3890 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790864.000000 Penalty: 125124.562500
Iteration 253Q: 36 clusters Score -1.427909e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 11832 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 244325 members 
Mstep: Class 6 contains 30589 members 
Mstep: Class 7 contains 39882 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 52475 members 
Mstep: Class 11 contains 850397 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37726 members 
Mstep: Class 15 contains 27257 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100304 members 
Mstep: Class 18 contains 160920 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4222 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 30894 members 
Mstep: Class 23 contains 12179 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29102 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7147 members 
Mstep: Class 30 contains 8610 members 
Mstep: Class 31 contains 5152 members 
Mstep: Class 32 contains 36328 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3891 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790896.000000 Penalty: 125124.562500
Iteration 254Q: 36 clusters Score -1.427909e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 244379 members 
Mstep: Class 6 contains 30591 members 
Mstep: Class 7 contains 39874 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 52470 members 
Mstep: Class 11 contains 850392 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 21254 members 
Mstep: Class 14 contains 37718 members 
Mstep: Class 15 contains 27196 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100308 members 
Mstep: Class 18 contains 160920 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 2641 members 
Mstep: Class 22 contains 30889 members 
Mstep: Class 23 contains 12179 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29090 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7205 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5156 members 
Mstep: Class 32 contains 36323 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3891 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 255Q: 36 clusters Score -1.427908e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 244413 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 7 contains 39855 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 52467 members 
Mstep: Class 11 contains 850376 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37715 members 
Mstep: Class 15 contains 27148 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100313 members 
Mstep: Class 18 contains 160926 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 2640 members 
Mstep: Class 22 contains 30891 members 
Mstep: Class 23 contains 12175 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29080 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7266 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 36324 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3890 members 
Mstep: Class 35 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790736.000000 Penalty: 125124.562500
Iteration 256Q: 36 clusters Score -1.427907e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 11821 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 244444 members 
Mstep: Class 6 contains 30615 members 
Mstep: Class 7 contains 39844 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 52459 members 
Mstep: Class 11 contains 850360 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 37709 members 
Mstep: Class 15 contains 27090 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100321 members 
Mstep: Class 18 contains 160932 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 30902 members 
Mstep: Class 23 contains 12163 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29071 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7337 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5164 members 
Mstep: Class 32 contains 36324 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790752.000000 Penalty: 125124.562500
Iteration 257Q: 36 clusters Score -1.427908e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 11822 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 244467 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 39842 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 52461 members 
Mstep: Class 11 contains 850341 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21252 members 
Mstep: Class 14 contains 37704 members 
Mstep: Class 15 contains 27031 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100326 members 
Mstep: Class 18 contains 160934 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4225 members 
Mstep: Class 21 contains 2636 members 
Mstep: Class 22 contains 30914 members 
Mstep: Class 23 contains 12158 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29063 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7401 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5163 members 
Mstep: Class 32 contains 36324 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3889 members 
Mstep: Class 35 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790656.000000 Penalty: 125124.562500
Iteration 258Q: 36 clusters Score -1.427907e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 244488 members 
Mstep: Class 6 contains 30640 members 
Mstep: Class 7 contains 39841 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 52455 members 
Mstep: Class 11 contains 850336 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 37701 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100332 members 
Mstep: Class 18 contains 160934 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4228 members 
Mstep: Class 21 contains 2634 members 
Mstep: Class 22 contains 30924 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29051 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7452 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 36327 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3890 members 
Mstep: Class 35 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790624.000000 Penalty: 125124.562500
Iteration 259Q: 36 clusters Score -1.427906e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19858 members 
Mstep: Class 4 contains 3932 members 
Mstep: Class 5 contains 244519 members 
Mstep: Class 6 contains 30654 members 
Mstep: Class 7 contains 39835 members 
Mstep: Class 8 contains 14660 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 52452 members 
Mstep: Class 11 contains 850335 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 37701 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100332 members 
Mstep: Class 18 contains 160933 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2633 members 
Mstep: Class 22 contains 30939 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 4345 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29043 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7492 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36325 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3892 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790800.000000 Penalty: 125124.562500
Iteration 260F: 36 clusters Score -1.427908e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 11823 members 
Mstep: Class 3 contains 19853 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 244553 members 
Mstep: Class 6 contains 30667 members 
Mstep: Class 7 contains 39835 members 
Mstep: Class 8 contains 14660 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 52449 members 
Mstep: Class 11 contains 850319 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 37698 members 
Mstep: Class 15 contains 26895 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100341 members 
Mstep: Class 18 contains 160941 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30942 members 
Mstep: Class 23 contains 12152 members 
Mstep: Class 24 contains 4344 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29034 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7524 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36322 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3894 members 
Mstep: Class 35 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 261Q: 36 clusters Score -1.427908e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19847 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 244581 members 
Mstep: Class 6 contains 30680 members 
Mstep: Class 7 contains 39837 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 52448 members 
Mstep: Class 11 contains 850321 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21245 members 
Mstep: Class 14 contains 37691 members 
Mstep: Class 15 contains 26863 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100345 members 
Mstep: Class 18 contains 160948 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30942 members 
Mstep: Class 23 contains 12149 members 
Mstep: Class 24 contains 4343 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29025 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7554 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 36320 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3897 members 
Mstep: Class 35 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790608.000000 Penalty: 125124.562500
Iteration 262Q: 36 clusters Score -1.427906e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19843 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 244608 members 
Mstep: Class 6 contains 30697 members 
Mstep: Class 7 contains 39830 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 52447 members 
Mstep: Class 11 contains 850322 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21245 members 
Mstep: Class 14 contains 37685 members 
Mstep: Class 15 contains 26824 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100348 members 
Mstep: Class 18 contains 160951 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 30948 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4340 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29019 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7585 members 
Mstep: Class 30 contains 8611 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 36315 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3901 members 
Mstep: Class 35 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790608.000000 Penalty: 125124.562500
Iteration 263Q: 36 clusters Score -1.427906e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19838 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 244632 members 
Mstep: Class 6 contains 30717 members 
Mstep: Class 7 contains 39823 members 
Mstep: Class 8 contains 14657 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 52444 members 
Mstep: Class 11 contains 850318 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 37682 members 
Mstep: Class 15 contains 26786 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100353 members 
Mstep: Class 18 contains 160956 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30950 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4338 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29013 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7624 members 
Mstep: Class 30 contains 8612 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 36314 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3900 members 
Mstep: Class 35 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 264Q: 36 clusters Score -1.427908e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 19834 members 
Mstep: Class 4 contains 3880 members 
Mstep: Class 5 contains 244667 members 
Mstep: Class 6 contains 30735 members 
Mstep: Class 7 contains 39819 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 52439 members 
Mstep: Class 11 contains 850301 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21241 members 
Mstep: Class 14 contains 37676 members 
Mstep: Class 15 contains 26760 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100352 members 
Mstep: Class 18 contains 160960 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2632 members 
Mstep: Class 22 contains 30950 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29010 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7651 members 
Mstep: Class 30 contains 8612 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36311 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3903 members 
Mstep: Class 35 contains 6438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 265Q: 36 clusters Score -1.427908e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 19827 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 244690 members 
Mstep: Class 6 contains 30749 members 
Mstep: Class 7 contains 39815 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 3301 members 
Mstep: Class 10 contains 52436 members 
Mstep: Class 11 contains 850294 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21242 members 
Mstep: Class 14 contains 37677 members 
Mstep: Class 15 contains 26733 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100350 members 
Mstep: Class 18 contains 160963 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30954 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29008 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7669 members 
Mstep: Class 30 contains 8612 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36308 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790832.000000 Penalty: 125124.562500
Iteration 266Q: 36 clusters Score -1.427908e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 19820 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 244726 members 
Mstep: Class 6 contains 30758 members 
Mstep: Class 7 contains 39813 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 52434 members 
Mstep: Class 11 contains 850292 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21238 members 
Mstep: Class 14 contains 37678 members 
Mstep: Class 15 contains 26710 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100348 members 
Mstep: Class 18 contains 160972 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 30950 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29003 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7688 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36303 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790848.000000 Penalty: 125124.562500
Iteration 267Q: 36 clusters Score -1.427908e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 19812 members 
Mstep: Class 4 contains 3859 members 
Mstep: Class 5 contains 244762 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 39812 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 52435 members 
Mstep: Class 11 contains 850277 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21234 members 
Mstep: Class 14 contains 37673 members 
Mstep: Class 15 contains 26686 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100351 members 
Mstep: Class 18 contains 160978 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 30950 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 4331 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 29000 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7708 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36299 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790816.000000 Penalty: 125124.562500
Iteration 268Q: 36 clusters Score -1.427908e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 11834 members 
Mstep: Class 3 contains 19804 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 244792 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 39809 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 52433 members 
Mstep: Class 11 contains 850270 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21229 members 
Mstep: Class 14 contains 37674 members 
Mstep: Class 15 contains 26669 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100355 members 
Mstep: Class 18 contains 160977 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 30954 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28999 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36294 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3906 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 269Q: 36 clusters Score -1.427908e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 19798 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 244830 members 
Mstep: Class 6 contains 30785 members 
Mstep: Class 7 contains 39810 members 
Mstep: Class 8 contains 14658 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 52430 members 
Mstep: Class 11 contains 850267 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37672 members 
Mstep: Class 15 contains 26659 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100357 members 
Mstep: Class 18 contains 160977 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 30951 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4323 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28995 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7736 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5159 members 
Mstep: Class 32 contains 36288 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3906 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790656.000000 Penalty: 125124.562500
Iteration 270Q: 36 clusters Score -1.427907e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 19793 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 244851 members 
Mstep: Class 6 contains 30804 members 
Mstep: Class 7 contains 39811 members 
Mstep: Class 8 contains 14659 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 52426 members 
Mstep: Class 11 contains 850260 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37671 members 
Mstep: Class 15 contains 26652 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100359 members 
Mstep: Class 18 contains 160976 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 30949 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4318 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28994 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7742 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36287 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3906 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790784.000000 Penalty: 125124.562500
Iteration 271Q: 36 clusters Score -1.427908e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 19783 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 244879 members 
Mstep: Class 6 contains 30816 members 
Mstep: Class 7 contains 39807 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 52420 members 
Mstep: Class 11 contains 850252 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21224 members 
Mstep: Class 14 contains 37673 members 
Mstep: Class 15 contains 26657 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100361 members 
Mstep: Class 18 contains 160983 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4229 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 30945 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28993 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7748 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5163 members 
Mstep: Class 32 contains 36280 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790880.000000 Penalty: 125124.562500
Iteration 272Q: 36 clusters Score -1.427909e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 11830 members 
Mstep: Class 3 contains 19779 members 
Mstep: Class 4 contains 3830 members 
Mstep: Class 5 contains 244907 members 
Mstep: Class 6 contains 30825 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 52417 members 
Mstep: Class 11 contains 850243 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37671 members 
Mstep: Class 15 contains 26656 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100367 members 
Mstep: Class 18 contains 160989 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 30941 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28991 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7755 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5164 members 
Mstep: Class 32 contains 36275 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790944.000000 Penalty: 125124.562500
Iteration 273Q: 36 clusters Score -1.427909e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19771 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 244943 members 
Mstep: Class 6 contains 30837 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 3253 members 
Mstep: Class 10 contains 52411 members 
Mstep: Class 11 contains 850223 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37669 members 
Mstep: Class 15 contains 26656 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100368 members 
Mstep: Class 18 contains 160992 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 30943 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 4304 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28990 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7763 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5165 members 
Mstep: Class 32 contains 36268 members 
Mstep: Class 33 contains 581 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790848.000000 Penalty: 125124.562500
Iteration 274Q: 36 clusters Score -1.427908e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19767 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 244971 members 
Mstep: Class 6 contains 30848 members 
Mstep: Class 7 contains 39808 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 3251 members 
Mstep: Class 10 contains 52401 members 
Mstep: Class 11 contains 850204 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37663 members 
Mstep: Class 15 contains 26648 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100369 members 
Mstep: Class 18 contains 160992 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 30948 members 
Mstep: Class 23 contains 12146 members 
Mstep: Class 24 contains 4305 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3330 members 
Mstep: Class 27 contains 28992 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7768 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5163 members 
Mstep: Class 32 contains 36265 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790928.000000 Penalty: 125124.562500
Iteration 275Q: 36 clusters Score -1.427909e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19764 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 244994 members 
Mstep: Class 6 contains 30856 members 
Mstep: Class 7 contains 39810 members 
Mstep: Class 8 contains 14654 members 
Mstep: Class 9 contains 3253 members 
Mstep: Class 10 contains 52400 members 
Mstep: Class 11 contains 850189 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21224 members 
Mstep: Class 14 contains 37656 members 
Mstep: Class 15 contains 26641 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100373 members 
Mstep: Class 18 contains 160991 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 30951 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4302 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28989 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7779 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5162 members 
Mstep: Class 32 contains 36260 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790816.000000 Penalty: 125124.562500
Iteration 276Q: 36 clusters Score -1.427908e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 19763 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 245010 members 
Mstep: Class 6 contains 30862 members 
Mstep: Class 7 contains 39810 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 52398 members 
Mstep: Class 11 contains 850181 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37654 members 
Mstep: Class 15 contains 26633 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100376 members 
Mstep: Class 18 contains 160992 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30954 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4297 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28988 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7785 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36256 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790816.000000 Penalty: 125124.562500
Iteration 277Q: 36 clusters Score -1.427908e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19763 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 245034 members 
Mstep: Class 6 contains 30869 members 
Mstep: Class 7 contains 39811 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 52398 members 
Mstep: Class 11 contains 850162 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37650 members 
Mstep: Class 15 contains 26626 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100381 members 
Mstep: Class 18 contains 160990 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30961 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 4296 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28986 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7791 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36252 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 278Q: 36 clusters Score -1.427908e+08 nChanged 78
Entering ConstructFrom: 
Score: -142790768.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (29042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Entering Unmasked Estep 
Score: -2319039.750000 Penalty: 2548.571777
	Iteration 0F: 2 clusters Score -2319040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2299050.250000 Penalty: 5097.143555
	Iteration 0F: 3 clusters Score -2299050 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2306107.000000 Penalty: 5097.143555
	Iteration 1F: 3 clusters Score -2306107 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2306521.750000 Penalty: 5097.143555
	Iteration 2Q: 3 clusters Score -2306522 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2306919.250000 Penalty: 5097.143555
	Iteration 3Q: 3 clusters Score -2306919 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2307342.500000 Penalty: 5097.143555
	Iteration 4Q: 3 clusters Score -2307342 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2307922.500000 Penalty: 5097.143555
	Iteration 5Q: 3 clusters Score -2307922 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2308649.500000 Penalty: 5097.143555
	Iteration 6Q: 3 clusters Score -2308650 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2309609.250000 Penalty: 5097.143555
	Iteration 7F: 3 clusters Score -2309609 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2310763.000000 Penalty: 5097.143555
	Iteration 8F: 3 clusters Score -2310763 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2312045.250000 Penalty: 5097.143555
	Iteration 9F: 3 clusters Score -2312045 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2313181.500000 Penalty: 5097.143555
	Iteration 10F: 3 clusters Score -2313182 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2314077.250000 Penalty: 5097.143555
	Iteration 11Q: 3 clusters Score -2314077 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2314731.250000 Penalty: 5097.143555
	Iteration 12Q: 3 clusters Score -2314731 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2315190.250000 Penalty: 5097.143555
	Iteration 13Q: 3 clusters Score -2315190 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2315528.500000 Penalty: 5097.143555
	Iteration 14Q: 3 clusters Score -2315528 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2315777.500000 Penalty: 5097.143555
	Iteration 15Q: 3 clusters Score -2315778 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2315976.000000 Penalty: 5097.143555
	Iteration 16Q: 3 clusters Score -2315976 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2316119.750000 Penalty: 5097.143555
	Iteration 17Q: 3 clusters Score -2316120 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2316232.250000 Penalty: 5097.143555
	Iteration 18Q: 3 clusters Score -2316232 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2316322.750000 Penalty: 5097.143555
	Iteration 19Q: 3 clusters Score -2316323 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2316395.000000 Penalty: 5097.143555
	Iteration 20F: 3 clusters Score -2316395 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2316431.000000 Penalty: 5097.143555
	Iteration 21Q: 3 clusters Score -2316431 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2316484.000000 Penalty: 5097.143555
	Iteration 22Q: 3 clusters Score -2316484 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2316531.500000 Penalty: 5097.143555
	Iteration 23Q: 3 clusters Score -2316532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2316570.500000 Penalty: 5097.143555
	Iteration 24Q: 3 clusters Score -2316570 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2316597.000000 Penalty: 5097.143555
	Iteration 25Q: 3 clusters Score -2316597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2316613.500000 Penalty: 5097.143555
	Iteration 26Q: 3 clusters Score -2316614 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2316633.000000 Penalty: 5097.143555
	Iteration 27Q: 3 clusters Score -2316633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2316648.750000 Penalty: 5097.143555
	Iteration 28Q: 3 clusters Score -2316649 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2316663.000000 Penalty: 5097.143555
	Iteration 29Q: 3 clusters Score -2316663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2316672.500000 Penalty: 5097.143555
	Iteration 30Q: 3 clusters Score -2316672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2316680.500000 Penalty: 5097.143555
	Iteration 31Q: 3 clusters Score -2316680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2316684.750000 Penalty: 5097.143555
	Iteration 32Q: 3 clusters Score -2316685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2316694.500000 Penalty: 5097.143555
	Iteration 33Q: 3 clusters Score -2316694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -2316696.000000 Penalty: 5097.143555
	Iteration 34Q: 3 clusters Score -2316696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2316702.000000 Penalty: 5097.143555
	Iteration 35Q: 3 clusters Score -2316702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2316705.250000 Penalty: 5097.143555
	Iteration 36Q: 3 clusters Score -2316705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2316709.750000 Penalty: 5097.143555
	Iteration 37Q: 3 clusters Score -2316710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2316720.250000 Penalty: 5097.143555
	Iteration 38Q: 3 clusters Score -2316720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2316718.250000 Penalty: 5097.143555
	Iteration 39Q: 3 clusters Score -2316718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2316732.750000 Penalty: 5097.143555
	Iteration 40F: 3 clusters Score -2316733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2316732.250000 Penalty: 5097.143555
	Iteration 41Q: 3 clusters Score -2316732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2316738.500000 Penalty: 5097.143555
	Iteration 42Q: 3 clusters Score -2316738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2316742.750000 Penalty: 5097.143555
	Iteration 43Q: 3 clusters Score -2316743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2316748.000000 Penalty: 5097.143555
	Iteration 44Q: 3 clusters Score -2316748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2316750.000000 Penalty: 5097.143555
	Iteration 45Q: 3 clusters Score -2316750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2316750.500000 Penalty: 5097.143555
	Iteration 46Q: 3 clusters Score -2316750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2316756.000000 Penalty: 5097.143555
	Iteration 47Q: 3 clusters Score -2316756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2316764.250000 Penalty: 5097.143555
	Iteration 48Q: 3 clusters Score -2316764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2316765.750000 Penalty: 5097.143555
	Iteration 49Q: 3 clusters Score -2316766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2316771.250000 Penalty: 5097.143555
	Iteration 50Q: 3 clusters Score -2316771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2316778.500000 Penalty: 5097.143555
	Iteration 51Q: 3 clusters Score -2316778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2316780.500000 Penalty: 5097.143555
	Iteration 52Q: 3 clusters Score -2316780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2316784.500000 Penalty: 5097.143555
	Iteration 53Q: 3 clusters Score -2316784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2316785.250000 Penalty: 5097.143555
	Iteration 54Q: 3 clusters Score -2316785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2316791.000000 Penalty: 5097.143555
	Iteration 55Q: 3 clusters Score -2316791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2316795.500000 Penalty: 5097.143555
	Iteration 56Q: 3 clusters Score -2316796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2316794.500000 Penalty: 5097.143555
	Iteration 57Q: 3 clusters Score -2316794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -2316795.000000 Penalty: 5097.143555
	Iteration 58Q: 3 clusters Score -2316795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2316789.750000 Penalty: 5097.143555
	Iteration 59Q: 3 clusters Score -2316790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2316799.750000 Penalty: 5097.143555
	Iteration 60F: 3 clusters Score -2316800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2316800.750000 Penalty: 5097.143555
	Iteration 61Q: 3 clusters Score -2316801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2316800.250000 Penalty: 5097.143555
	Iteration 62Q: 3 clusters Score -2316800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2316795.250000 Penalty: 5097.143555
	Iteration 63Q: 3 clusters Score -2316795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2316799.000000 Penalty: 5097.143555
	Iteration 64Q: 3 clusters Score -2316799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2316800.250000 Penalty: 5097.143555
	Iteration 65Q: 3 clusters Score -2316800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2316799.750000 Penalty: 5097.143555
	Iteration 66Q: 3 clusters Score -2316800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2316797.750000 Penalty: 5097.143555
	Iteration 67Q: 3 clusters Score -2316798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2316792.500000 Penalty: 5097.143555
	Iteration 68Q: 3 clusters Score -2316792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2316801.500000 Penalty: 5097.143555
	Iteration 69Q: 3 clusters Score -2316802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2316801.000000 Penalty: 5097.143555
	Iteration 70Q: 3 clusters Score -2316801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2316801.750000 Penalty: 5097.143555
	Iteration 71Q: 3 clusters Score -2316802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2316805.000000 Penalty: 5097.143555
	Iteration 72Q: 3 clusters Score -2316805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2316805.250000 Penalty: 5097.143555
	Iteration 73Q: 3 clusters Score -2316805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2316801.000000 Penalty: 5097.143555
	Iteration 74Q: 3 clusters Score -2316801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2316802.500000 Penalty: 5097.143555
	Iteration 75Q: 3 clusters Score -2316802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2316802.000000 Penalty: 5097.143555
	Iteration 76Q: 3 clusters Score -2316802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -2316801.750000 Penalty: 5097.143555
	Iteration 77Q: 3 clusters Score -2316802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2316807.000000 Penalty: 5097.143555
	Iteration 78Q: 3 clusters Score -2316807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2316803.500000 Penalty: 5097.143555
	Iteration 79Q: 3 clusters Score -2316804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2316805.750000 Penalty: 5097.143555
	Iteration 80F: 3 clusters Score -2316806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2316805.250000 Penalty: 5097.143555
	Iteration 81Q: 3 clusters Score -2316805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2316806.000000 Penalty: 5097.143555
	Iteration 82Q: 3 clusters Score -2316806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2316801.500000 Penalty: 5097.143555
	Iteration 83Q: 3 clusters Score -2316802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2316803.000000 Penalty: 5097.143555
	Iteration 84Q: 3 clusters Score -2316803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2316813.750000 Penalty: 5097.143555
	Iteration 85Q: 3 clusters Score -2316814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2316815.750000 Penalty: 5097.143555
	Iteration 86Q: 3 clusters Score -2316816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2316817.250000 Penalty: 5097.143555
	Iteration 87Q: 3 clusters Score -2316817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2316817.250000 Penalty: 5097.143555
	Iteration 88Q: 3 clusters Score -2316817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2316814.250000 Penalty: 5097.143555
	Iteration 89Q: 3 clusters Score -2316814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2316811.500000 Penalty: 5097.143555
	Iteration 90Q: 3 clusters Score -2316812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2316814.250000 Penalty: 5097.143555
	Iteration 91Q: 3 clusters Score -2316814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -2316812.750000 Penalty: 5097.143555
	Iteration 92Q: 3 clusters Score -2316813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2316815.750000 Penalty: 5097.143555
	Iteration 93Q: 3 clusters Score -2316816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2316815.750000 Penalty: 5097.143555
	Iteration 94Q: 3 clusters Score -2316816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2316813.750000 Penalty: 5097.143555
	Iteration 95Q: 3 clusters Score -2316814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2316814.750000 Penalty: 5097.143555
	Iteration 96Q: 3 clusters Score -2316815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2316817.000000 Penalty: 5097.143555
	Iteration 97Q: 3 clusters Score -2316817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2316817.750000 Penalty: 5097.143555
	Iteration 98Q: 3 clusters Score -2316818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2316823.500000 Penalty: 5097.143555
	Iteration 99Q: 3 clusters Score -2316824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2316825.500000 Penalty: 5097.143555
	Iteration 100F: 3 clusters Score -2316826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2316827.000000 Penalty: 5097.143555
	Iteration 101Q: 3 clusters Score -2316827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2316826.500000 Penalty: 5097.143555
	Iteration 102Q: 3 clusters Score -2316826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2316826.250000 Penalty: 5097.143555
	Iteration 103Q: 3 clusters Score -2316826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2316829.750000 Penalty: 5097.143555
	Iteration 104Q: 3 clusters Score -2316830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2316829.000000 Penalty: 5097.143555
	Iteration 105Q: 3 clusters Score -2316829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -2316828.750000 Penalty: 5097.143555
	Iteration 106Q: 3 clusters Score -2316829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2316832.500000 Penalty: 5097.143555
	Iteration 107Q: 3 clusters Score -2316832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -2316835.000000 Penalty: 5097.143555
	Iteration 108Q: 3 clusters Score -2316835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2316831.250000 Penalty: 5097.143555
	Iteration 109Q: 3 clusters Score -2316831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2316833.750000 Penalty: 5097.143555
	Iteration 110Q: 3 clusters Score -2316834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2316834.250000 Penalty: 5097.143555
	Iteration 111Q: 3 clusters Score -2316834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2316830.000000 Penalty: 5097.143555
	Iteration 112Q: 3 clusters Score -2316830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2316829.500000 Penalty: 5097.143555
	Iteration 113Q: 3 clusters Score -2316830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2316832.000000 Penalty: 5097.143555
	Iteration 114Q: 3 clusters Score -2316832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2316834.250000 Penalty: 5097.143555
	Iteration 115Q: 3 clusters Score -2316834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2316831.500000 Penalty: 5097.143555
	Iteration 116Q: 3 clusters Score -2316832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2316830.250000 Penalty: 5097.143555
	Iteration 117Q: 3 clusters Score -2316830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2316830.000000 Penalty: 5097.143555
	Iteration 118Q: 3 clusters Score -2316830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -2316828.750000 Penalty: 5097.143555
	Iteration 119Q: 3 clusters Score -2316829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2316828.500000 Penalty: 5097.143555
	Iteration 120F: 3 clusters Score -2316828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2316831.750000 Penalty: 5097.143555
	Iteration 121Q: 3 clusters Score -2316832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2316836.500000 Penalty: 5097.143555
	Iteration 122Q: 3 clusters Score -2316836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -2316836.500000 Penalty: 5097.143555
	Iteration 123F: 3 clusters Score -2316836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Entering Unmasked Estep 
Score: -925307.562500 Penalty: 2325.715820
	Iteration 0F: 2 clusters Score -925307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -916472.562500 Penalty: 4651.431641
	Iteration 0F: 3 clusters Score -916472.6 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -919348.000000 Penalty: 4651.431641
	Iteration 1F: 3 clusters Score -919348 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -919847.875000 Penalty: 4651.431641
	Iteration 2F: 3 clusters Score -919847.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -920282.687500 Penalty: 4651.431641
	Iteration 3F: 3 clusters Score -920282.7 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -920726.562500 Penalty: 4651.431641
	Iteration 4F: 3 clusters Score -920726.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -921124.937500 Penalty: 4651.431641
	Iteration 5F: 3 clusters Score -921124.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -921478.562500 Penalty: 4651.431641
	Iteration 6Q: 3 clusters Score -921478.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -921801.062500 Penalty: 4651.431641
	Iteration 7Q: 3 clusters Score -921801.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -922107.937500 Penalty: 4651.431641
	Iteration 8Q: 3 clusters Score -922107.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -922369.187500 Penalty: 4651.431641
	Iteration 9Q: 3 clusters Score -922369.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -922581.062500 Penalty: 4651.431641
	Iteration 10Q: 3 clusters Score -922581.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -922755.500000 Penalty: 4651.431641
	Iteration 11Q: 3 clusters Score -922755.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -922896.875000 Penalty: 4651.431641
	Iteration 12Q: 3 clusters Score -922896.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -923021.375000 Penalty: 4651.431641
	Iteration 13Q: 3 clusters Score -923021.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -923132.375000 Penalty: 4651.431641
	Iteration 14Q: 3 clusters Score -923132.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -923227.000000 Penalty: 4651.431641
	Iteration 15Q: 3 clusters Score -923227 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -923317.000000 Penalty: 4651.431641
	Iteration 16Q: 3 clusters Score -923317 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -923406.937500 Penalty: 4651.431641
	Iteration 17Q: 3 clusters Score -923406.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -923480.312500 Penalty: 4651.431641
	Iteration 18Q: 3 clusters Score -923480.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -923540.625000 Penalty: 4651.431641
	Iteration 19Q: 3 clusters Score -923540.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -923596.687500 Penalty: 4651.431641
	Iteration 20F: 3 clusters Score -923596.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -923632.562500 Penalty: 4651.431641
	Iteration 21Q: 3 clusters Score -923632.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -923664.187500 Penalty: 4651.431641
	Iteration 22Q: 3 clusters Score -923664.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -923696.125000 Penalty: 4651.431641
	Iteration 23Q: 3 clusters Score -923696.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -923717.187500 Penalty: 4651.431641
	Iteration 24Q: 3 clusters Score -923717.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -923729.312500 Penalty: 4651.431641
	Iteration 25Q: 3 clusters Score -923729.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -923740.062500 Penalty: 4651.431641
	Iteration 26Q: 3 clusters Score -923740.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -923747.500000 Penalty: 4651.431641
	Iteration 27Q: 3 clusters Score -923747.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -923756.250000 Penalty: 4651.431641
	Iteration 28Q: 3 clusters Score -923756.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -923757.312500 Penalty: 4651.431641
	Iteration 29Q: 3 clusters Score -923757.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -923764.312500 Penalty: 4651.431641
	Iteration 30Q: 3 clusters Score -923764.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -923771.250000 Penalty: 4651.431641
	Iteration 31Q: 3 clusters Score -923771.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -923777.750000 Penalty: 4651.431641
	Iteration 32Q: 3 clusters Score -923777.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -923780.750000 Penalty: 4651.431641
	Iteration 33Q: 3 clusters Score -923780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -923784.750000 Penalty: 4651.431641
	Iteration 34Q: 3 clusters Score -923784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -923785.125000 Penalty: 4651.431641
	Iteration 35Q: 3 clusters Score -923785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -923788.750000 Penalty: 4651.431641
	Iteration 36Q: 3 clusters Score -923788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -923788.875000 Penalty: 4651.431641
	Iteration 37Q: 3 clusters Score -923788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -923789.625000 Penalty: 4651.431641
	Iteration 38Q: 3 clusters Score -923789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -923790.750000 Penalty: 4651.431641
	Iteration 39Q: 3 clusters Score -923790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -923793.312500 Penalty: 4651.431641
	Iteration 40F: 3 clusters Score -923793.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -923793.125000 Penalty: 4651.431641
	Iteration 41Q: 3 clusters Score -923793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -923793.875000 Penalty: 4651.431641
	Iteration 42Q: 3 clusters Score -923793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -923795.625000 Penalty: 4651.431641
	Iteration 43Q: 3 clusters Score -923795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -923796.312500 Penalty: 4651.431641
	Iteration 44Q: 3 clusters Score -923796.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -923796.187500 Penalty: 4651.431641
	Iteration 45Q: 3 clusters Score -923796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -923795.625000 Penalty: 4651.431641
	Iteration 46Q: 3 clusters Score -923795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -923796.437500 Penalty: 4651.431641
	Iteration 47Q: 3 clusters Score -923796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -923794.875000 Penalty: 4651.431641
	Iteration 48Q: 3 clusters Score -923794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -923796.187500 Penalty: 4651.431641
	Iteration 49Q: 3 clusters Score -923796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -923795.312500 Penalty: 4651.431641
	Iteration 50Q: 3 clusters Score -923795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -923796.312500 Penalty: 4651.431641
	Iteration 51Q: 3 clusters Score -923796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -923796.312500 Penalty: 4651.431641
	Iteration 52F: 3 clusters Score -923796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Entering Unmasked Estep 
Score: -1636810.750000 Penalty: 2453.095947
	Iteration 0F: 2 clusters Score -1636811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1622801.000000 Penalty: 4906.191895
	Iteration 0F: 3 clusters Score -1622801 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1627407.125000 Penalty: 4906.191895
	Iteration 1F: 3 clusters Score -1627407 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1627769.625000 Penalty: 4906.191895
	Iteration 2F: 3 clusters Score -1627770 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1628041.250000 Penalty: 4906.191895
	Iteration 3Q: 3 clusters Score -1628041 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1628262.500000 Penalty: 4906.191895
	Iteration 4Q: 3 clusters Score -1628262 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1628441.625000 Penalty: 4906.191895
	Iteration 5Q: 3 clusters Score -1628442 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1628631.250000 Penalty: 4906.191895
	Iteration 6Q: 3 clusters Score -1628631 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1628820.000000 Penalty: 4906.191895
	Iteration 7Q: 3 clusters Score -1628820 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1629005.750000 Penalty: 4906.191895
	Iteration 8Q: 3 clusters Score -1629006 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1629230.750000 Penalty: 4906.191895
	Iteration 9Q: 3 clusters Score -1629231 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1629487.125000 Penalty: 4906.191895
	Iteration 10Q: 3 clusters Score -1629487 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1629822.875000 Penalty: 4906.191895
	Iteration 11Q: 3 clusters Score -1629823 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1630291.375000 Penalty: 4906.191895
	Iteration 12Q: 3 clusters Score -1630291 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1630870.750000 Penalty: 4906.191895
	Iteration 13Q: 3 clusters Score -1630871 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1631440.000000 Penalty: 4906.191895
	Iteration 14Q: 3 clusters Score -1631440 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1632004.500000 Penalty: 4906.191895
	Iteration 15Q: 3 clusters Score -1632004 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1632566.125000 Penalty: 4906.191895
	Iteration 16Q: 3 clusters Score -1632566 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1633127.125000 Penalty: 4906.191895
	Iteration 17Q: 3 clusters Score -1633127 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1633576.625000 Penalty: 4906.191895
	Iteration 18Q: 3 clusters Score -1633577 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1633877.875000 Penalty: 4906.191895
	Iteration 19Q: 3 clusters Score -1633878 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1634057.000000 Penalty: 4906.191895
	Iteration 20F: 3 clusters Score -1634057 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1634160.875000 Penalty: 4906.191895
	Iteration 21Q: 3 clusters Score -1634161 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1634242.250000 Penalty: 4906.191895
	Iteration 22Q: 3 clusters Score -1634242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1634309.625000 Penalty: 4906.191895
	Iteration 23Q: 3 clusters Score -1634310 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1634357.375000 Penalty: 4906.191895
	Iteration 24Q: 3 clusters Score -1634357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1634392.625000 Penalty: 4906.191895
	Iteration 25Q: 3 clusters Score -1634393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1634424.875000 Penalty: 4906.191895
	Iteration 26Q: 3 clusters Score -1634425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1634456.250000 Penalty: 4906.191895
	Iteration 27Q: 3 clusters Score -1634456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1634487.625000 Penalty: 4906.191895
	Iteration 28Q: 3 clusters Score -1634488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1634519.625000 Penalty: 4906.191895
	Iteration 29Q: 3 clusters Score -1634520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1634548.125000 Penalty: 4906.191895
	Iteration 30Q: 3 clusters Score -1634548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1634569.500000 Penalty: 4906.191895
	Iteration 31Q: 3 clusters Score -1634570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1634587.375000 Penalty: 4906.191895
	Iteration 32Q: 3 clusters Score -1634587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1634601.000000 Penalty: 4906.191895
	Iteration 33Q: 3 clusters Score -1634601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1634612.375000 Penalty: 4906.191895
	Iteration 34Q: 3 clusters Score -1634612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1634616.375000 Penalty: 4906.191895
	Iteration 35Q: 3 clusters Score -1634616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1634624.125000 Penalty: 4906.191895
	Iteration 36Q: 3 clusters Score -1634624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1634633.500000 Penalty: 4906.191895
	Iteration 37Q: 3 clusters Score -1634634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1634637.750000 Penalty: 4906.191895
	Iteration 38Q: 3 clusters Score -1634638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1634646.000000 Penalty: 4906.191895
	Iteration 39Q: 3 clusters Score -1634646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1634649.750000 Penalty: 4906.191895
	Iteration 40F: 3 clusters Score -1634650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1634651.750000 Penalty: 4906.191895
	Iteration 41Q: 3 clusters Score -1634652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1634654.750000 Penalty: 4906.191895
	Iteration 42Q: 3 clusters Score -1634655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1634656.875000 Penalty: 4906.191895
	Iteration 43Q: 3 clusters Score -1634657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1634657.625000 Penalty: 4906.191895
	Iteration 44Q: 3 clusters Score -1634658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1634659.500000 Penalty: 4906.191895
	Iteration 45Q: 3 clusters Score -1634660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1634659.500000 Penalty: 4906.191895
	Iteration 46F: 3 clusters Score -1634660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Entering Unmasked Estep 
Score: -285618.000000 Penalty: 2043.484741
	Iteration 0F: 2 clusters Score -285618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -281901.062500 Penalty: 4086.969482
	Iteration 0F: 3 clusters Score -281901.1 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -282731.968750 Penalty: 4086.969482
	Iteration 1F: 3 clusters Score -282732 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -283121.718750 Penalty: 4086.969482
	Iteration 2F: 3 clusters Score -283121.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -283461.718750 Penalty: 4086.969482
	Iteration 3F: 3 clusters Score -283461.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -283704.656250 Penalty: 4086.969482
	Iteration 4F: 3 clusters Score -283704.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -283920.031250 Penalty: 4086.969482
	Iteration 5F: 3 clusters Score -283920 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -284147.093750 Penalty: 4086.969482
	Iteration 6F: 3 clusters Score -284147.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -284316.250000 Penalty: 4086.969482
	Iteration 7F: 3 clusters Score -284316.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -284431.375000 Penalty: 4086.969482
	Iteration 8Q: 3 clusters Score -284431.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -284506.687500 Penalty: 4086.969482
	Iteration 9Q: 3 clusters Score -284506.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -284551.968750 Penalty: 4086.969482
	Iteration 10Q: 3 clusters Score -284552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -284584.031250 Penalty: 4086.969482
	Iteration 11Q: 3 clusters Score -284584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -284604.000000 Penalty: 4086.969482
	Iteration 12Q: 3 clusters Score -284604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -284625.125000 Penalty: 4086.969482
	Iteration 13Q: 3 clusters Score -284625.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -284640.281250 Penalty: 4086.969482
	Iteration 14Q: 3 clusters Score -284640.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -284646.781250 Penalty: 4086.969482
	Iteration 15Q: 3 clusters Score -284646.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -284650.718750 Penalty: 4086.969482
	Iteration 16Q: 3 clusters Score -284650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -284652.531250 Penalty: 4086.969482
	Iteration 17Q: 3 clusters Score -284652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -284652.812500 Penalty: 4086.969482
	Iteration 18Q: 3 clusters Score -284652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -284652.937500 Penalty: 4086.969482
	Iteration 19Q: 3 clusters Score -284652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -284653.250000 Penalty: 4086.969482
	Iteration 20F: 3 clusters Score -284653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -284654.468750 Penalty: 4086.969482
	Iteration 21Q: 3 clusters Score -284654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -284654.531250 Penalty: 4086.969482
	Iteration 22Q: 3 clusters Score -284654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -284654.781250 Penalty: 4086.969482
	Iteration 23Q: 3 clusters Score -284654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -284655.687500 Penalty: 4086.969482
	Iteration 24Q: 3 clusters Score -284655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -284656.687500 Penalty: 4086.969482
	Iteration 25Q: 3 clusters Score -284656.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -284657.156250 Penalty: 4086.969482
	Iteration 26Q: 3 clusters Score -284657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -284657.156250 Penalty: 4086.969482
	Iteration 27F: 3 clusters Score -284657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (245047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245047 members 
Entering Unmasked Estep 
Score: -19796438.000000 Penalty: 3077.482910
	Iteration 0F: 2 clusters Score -1.979644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122908 members 
Mstep: Class 2 contains 122139 members 
Entering Unmasked Estep 
Score: -19632242.000000 Penalty: 6154.965820
	Iteration 0F: 3 clusters Score -1.963224e+07 nChanged 118013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129853 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -19701788.000000 Penalty: 6154.965820
	Iteration 1F: 3 clusters Score -1.970179e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134136 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -19703294.000000 Penalty: 6154.965820
	Iteration 2Q: 3 clusters Score -1.970329e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140835 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -19705772.000000 Penalty: 6154.965820
	Iteration 3Q: 3 clusters Score -1.970577e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -19710542.000000 Penalty: 6154.965820
	Iteration 4Q: 3 clusters Score -1.971054e+07 nChanged 15297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -19719904.000000 Penalty: 6154.965820
	Iteration 5F: 3 clusters Score -1.97199e+07 nChanged 20652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186883 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -19736336.000000 Penalty: 6154.965820
	Iteration 6F: 3 clusters Score -1.973634e+07 nChanged 23625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210506 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -19758888.000000 Penalty: 6154.965820
	Iteration 7F: 3 clusters Score -1.975889e+07 nChanged 19702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230208 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -19779460.000000 Penalty: 6154.965820
	Iteration 8F: 3 clusters Score -1.977946e+07 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240498 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -19789556.000000 Penalty: 6154.965820
	Iteration 9Q: 3 clusters Score -1.978956e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243792 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19792606.000000 Penalty: 6154.965820
	Iteration 10Q: 3 clusters Score -1.979261e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244531 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -19793348.000000 Penalty: 6154.965820
	Iteration 11Q: 3 clusters Score -1.979335e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244701 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -19793572.000000 Penalty: 6154.965820
	Iteration 12Q: 3 clusters Score -1.979357e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244748 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19793690.000000 Penalty: 6154.965820
	Iteration 13Q: 3 clusters Score -1.979369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244757 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -19793756.000000 Penalty: 6154.965820
	Iteration 14Q: 3 clusters Score -1.979376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244761 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19793794.000000 Penalty: 6154.965820
	Iteration 15Q: 3 clusters Score -1.979379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244765 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19793810.000000 Penalty: 6154.965820
	Iteration 16Q: 3 clusters Score -1.979381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244766 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19793812.000000 Penalty: 6154.965820
	Iteration 17Q: 3 clusters Score -1.979381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244768 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19793816.000000 Penalty: 6154.965820
	Iteration 18Q: 3 clusters Score -1.979382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244767 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19793828.000000 Penalty: 6154.965820
	Iteration 19Q: 3 clusters Score -1.979383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244766 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19793814.000000 Penalty: 6154.965820
	Iteration 20F: 3 clusters Score -1.979381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244767 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19793820.000000 Penalty: 6154.965820
	Iteration 21Q: 3 clusters Score -1.979382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244769 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -19793818.000000 Penalty: 6154.965820
	Iteration 22Q: 3 clusters Score -1.979382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244768 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19793820.000000 Penalty: 6154.965820
	Iteration 23Q: 3 clusters Score -1.979382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244768 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19793820.000000 Penalty: 6154.965820
	Iteration 24F: 3 clusters Score -1.979382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Entering Unmasked Estep 
Score: -2445246.500000 Penalty: 2563.830566
	Iteration 0F: 2 clusters Score -2445246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2424093.500000 Penalty: 5127.661133
	Iteration 0F: 3 clusters Score -2424094 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2431663.500000 Penalty: 5127.661133
	Iteration 1F: 3 clusters Score -2431664 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2432100.750000 Penalty: 5127.661133
	Iteration 2Q: 3 clusters Score -2432101 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2432514.500000 Penalty: 5127.661133
	Iteration 3Q: 3 clusters Score -2432514 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2432922.000000 Penalty: 5127.661133
	Iteration 4Q: 3 clusters Score -2432922 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2433339.750000 Penalty: 5127.661133
	Iteration 5Q: 3 clusters Score -2433340 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2433957.250000 Penalty: 5127.661133
	Iteration 6Q: 3 clusters Score -2433957 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2434854.500000 Penalty: 5127.661133
	Iteration 7F: 3 clusters Score -2434854 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2436260.000000 Penalty: 5127.661133
	Iteration 8F: 3 clusters Score -2436260 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2438117.500000 Penalty: 5127.661133
	Iteration 9F: 3 clusters Score -2438118 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2440042.500000 Penalty: 5127.661133
	Iteration 10F: 3 clusters Score -2440042 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2441525.500000 Penalty: 5127.661133
	Iteration 11F: 3 clusters Score -2441526 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2442315.500000 Penalty: 5127.661133
	Iteration 12Q: 3 clusters Score -2442316 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2442657.250000 Penalty: 5127.661133
	Iteration 13Q: 3 clusters Score -2442657 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2442816.750000 Penalty: 5127.661133
	Iteration 14Q: 3 clusters Score -2442817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2442893.250000 Penalty: 5127.661133
	Iteration 15Q: 3 clusters Score -2442893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2442939.500000 Penalty: 5127.661133
	Iteration 16Q: 3 clusters Score -2442940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2442965.500000 Penalty: 5127.661133
	Iteration 17Q: 3 clusters Score -2442966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2442983.750000 Penalty: 5127.661133
	Iteration 18Q: 3 clusters Score -2442984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2442997.500000 Penalty: 5127.661133
	Iteration 19Q: 3 clusters Score -2442998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2443008.000000 Penalty: 5127.661133
	Iteration 20F: 3 clusters Score -2443008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2443015.500000 Penalty: 5127.661133
	Iteration 21Q: 3 clusters Score -2443016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2443016.750000 Penalty: 5127.661133
	Iteration 22Q: 3 clusters Score -2443017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2443016.750000 Penalty: 5127.661133
	Iteration 23F: 3 clusters Score -2443017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Entering Unmasked Estep 
Score: -3090478.750000 Penalty: 2626.809570
	Iteration 0F: 2 clusters Score -3090479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3063593.250000 Penalty: 5253.619141
	Iteration 0F: 3 clusters Score -3063593 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3073832.500000 Penalty: 5253.619141
	Iteration 1F: 3 clusters Score -3073832 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -3074961.750000 Penalty: 5253.619141
	Iteration 2F: 3 clusters Score -3074962 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -3076163.000000 Penalty: 5253.619141
	Iteration 3F: 3 clusters Score -3076163 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3077641.500000 Penalty: 5253.619141
	Iteration 4F: 3 clusters Score -3077642 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3079521.500000 Penalty: 5253.619141
	Iteration 5F: 3 clusters Score -3079522 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3081842.750000 Penalty: 5253.619141
	Iteration 6F: 3 clusters Score -3081843 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3083936.750000 Penalty: 5253.619141
	Iteration 7F: 3 clusters Score -3083937 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3085510.000000 Penalty: 5253.619141
	Iteration 8F: 3 clusters Score -3085510 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3086401.250000 Penalty: 5253.619141
	Iteration 9Q: 3 clusters Score -3086401 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3086853.250000 Penalty: 5253.619141
	Iteration 10Q: 3 clusters Score -3086853 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3087104.500000 Penalty: 5253.619141
	Iteration 11Q: 3 clusters Score -3087104 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3087321.750000 Penalty: 5253.619141
	Iteration 12Q: 3 clusters Score -3087322 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3087496.750000 Penalty: 5253.619141
	Iteration 13Q: 3 clusters Score -3087497 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3087661.250000 Penalty: 5253.619141
	Iteration 14Q: 3 clusters Score -3087661 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3087823.000000 Penalty: 5253.619141
	Iteration 15Q: 3 clusters Score -3087823 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3087971.000000 Penalty: 5253.619141
	Iteration 16Q: 3 clusters Score -3087971 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -3088134.500000 Penalty: 5253.619141
	Iteration 17Q: 3 clusters Score -3088134 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3088301.250000 Penalty: 5253.619141
	Iteration 18Q: 3 clusters Score -3088301 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -3088440.750000 Penalty: 5253.619141
	Iteration 19Q: 3 clusters Score -3088441 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3088567.250000 Penalty: 5253.619141
	Iteration 20F: 3 clusters Score -3088567 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3088659.750000 Penalty: 5253.619141
	Iteration 21Q: 3 clusters Score -3088660 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3088742.000000 Penalty: 5253.619141
	Iteration 22Q: 3 clusters Score -3088742 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3088827.250000 Penalty: 5253.619141
	Iteration 23Q: 3 clusters Score -3088827 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3088890.500000 Penalty: 5253.619141
	Iteration 24Q: 3 clusters Score -3088890 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -3088947.000000 Penalty: 5253.619141
	Iteration 25Q: 3 clusters Score -3088947 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3088988.500000 Penalty: 5253.619141
	Iteration 26Q: 3 clusters Score -3088988 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3089062.500000 Penalty: 5253.619141
	Iteration 27Q: 3 clusters Score -3089062 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3089122.750000 Penalty: 5253.619141
	Iteration 28Q: 3 clusters Score -3089123 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3089203.250000 Penalty: 5253.619141
	Iteration 29Q: 3 clusters Score -3089203 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3089264.500000 Penalty: 5253.619141
	Iteration 30Q: 3 clusters Score -3089264 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3089346.250000 Penalty: 5253.619141
	Iteration 31Q: 3 clusters Score -3089346 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3089427.500000 Penalty: 5253.619141
	Iteration 32Q: 3 clusters Score -3089428 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3089516.250000 Penalty: 5253.619141
	Iteration 33Q: 3 clusters Score -3089516 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3089596.250000 Penalty: 5253.619141
	Iteration 34Q: 3 clusters Score -3089596 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3089685.000000 Penalty: 5253.619141
	Iteration 35Q: 3 clusters Score -3089685 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3089780.000000 Penalty: 5253.619141
	Iteration 36Q: 3 clusters Score -3089780 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3089841.750000 Penalty: 5253.619141
	Iteration 37Q: 3 clusters Score -3089842 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3089928.500000 Penalty: 5253.619141
	Iteration 38Q: 3 clusters Score -3089928 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3089994.750000 Penalty: 5253.619141
	Iteration 39Q: 3 clusters Score -3089995 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3090066.000000 Penalty: 5253.619141
	Iteration 40F: 3 clusters Score -3090066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3090104.750000 Penalty: 5253.619141
	Iteration 41Q: 3 clusters Score -3090105 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3090159.500000 Penalty: 5253.619141
	Iteration 42Q: 3 clusters Score -3090160 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3090220.750000 Penalty: 5253.619141
	Iteration 43Q: 3 clusters Score -3090221 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3090253.000000 Penalty: 5253.619141
	Iteration 44Q: 3 clusters Score -3090253 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3090288.000000 Penalty: 5253.619141
	Iteration 45Q: 3 clusters Score -3090288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3090325.000000 Penalty: 5253.619141
	Iteration 46Q: 3 clusters Score -3090325 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3090354.750000 Penalty: 5253.619141
	Iteration 47Q: 3 clusters Score -3090355 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3090377.500000 Penalty: 5253.619141
	Iteration 48Q: 3 clusters Score -3090378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3090395.500000 Penalty: 5253.619141
	Iteration 49Q: 3 clusters Score -3090396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3090415.750000 Penalty: 5253.619141
	Iteration 50Q: 3 clusters Score -3090416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3090432.000000 Penalty: 5253.619141
	Iteration 51Q: 3 clusters Score -3090432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -3090442.250000 Penalty: 5253.619141
	Iteration 52Q: 3 clusters Score -3090442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3090451.250000 Penalty: 5253.619141
	Iteration 53Q: 3 clusters Score -3090451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3090459.750000 Penalty: 5253.619141
	Iteration 54Q: 3 clusters Score -3090460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3090463.750000 Penalty: 5253.619141
	Iteration 55Q: 3 clusters Score -3090464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3090469.250000 Penalty: 5253.619141
	Iteration 56Q: 3 clusters Score -3090469 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3090471.000000 Penalty: 5253.619141
	Iteration 57Q: 3 clusters Score -3090471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3090475.500000 Penalty: 5253.619141
	Iteration 58Q: 3 clusters Score -3090476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3090476.750000 Penalty: 5253.619141
	Iteration 59Q: 3 clusters Score -3090477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3090481.250000 Penalty: 5253.619141
	Iteration 60F: 3 clusters Score -3090481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3090485.250000 Penalty: 5253.619141
	Iteration 61Q: 3 clusters Score -3090485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3090477.750000 Penalty: 5253.619141
	Iteration 62Q: 3 clusters Score -3090478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3090475.750000 Penalty: 5253.619141
	Iteration 63Q: 3 clusters Score -3090476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3090479.000000 Penalty: 5253.619141
	Iteration 64Q: 3 clusters Score -3090479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3090483.000000 Penalty: 5253.619141
	Iteration 65Q: 3 clusters Score -3090483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3090484.750000 Penalty: 5253.619141
	Iteration 66Q: 3 clusters Score -3090485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3090493.000000 Penalty: 5253.619141
	Iteration 67Q: 3 clusters Score -3090493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3090492.500000 Penalty: 5253.619141
	Iteration 68Q: 3 clusters Score -3090492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3090490.750000 Penalty: 5253.619141
	Iteration 69Q: 3 clusters Score -3090491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3090499.000000 Penalty: 5253.619141
	Iteration 70Q: 3 clusters Score -3090499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3090503.000000 Penalty: 5253.619141
	Iteration 71Q: 3 clusters Score -3090503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3090502.750000 Penalty: 5253.619141
	Iteration 72Q: 3 clusters Score -3090503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3090503.250000 Penalty: 5253.619141
	Iteration 73Q: 3 clusters Score -3090503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3090505.000000 Penalty: 5253.619141
	Iteration 74Q: 3 clusters Score -3090505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3090502.250000 Penalty: 5253.619141
	Iteration 75Q: 3 clusters Score -3090502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3090495.000000 Penalty: 5253.619141
	Iteration 76Q: 3 clusters Score -3090495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3090496.500000 Penalty: 5253.619141
	Iteration 77Q: 3 clusters Score -3090496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3090492.000000 Penalty: 5253.619141
	Iteration 78Q: 3 clusters Score -3090492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3090489.000000 Penalty: 5253.619141
	Iteration 79Q: 3 clusters Score -3090489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3090491.000000 Penalty: 5253.619141
	Iteration 80F: 3 clusters Score -3090491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3090492.000000 Penalty: 5253.619141
	Iteration 81Q: 3 clusters Score -3090492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -3090499.000000 Penalty: 5253.619141
	Iteration 82Q: 3 clusters Score -3090499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3090490.250000 Penalty: 5253.619141
	Iteration 83Q: 3 clusters Score -3090490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3090493.500000 Penalty: 5253.619141
	Iteration 84Q: 3 clusters Score -3090494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3090499.000000 Penalty: 5253.619141
	Iteration 85Q: 3 clusters Score -3090499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3090494.500000 Penalty: 5253.619141
	Iteration 86Q: 3 clusters Score -3090494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3090494.500000 Penalty: 5253.619141
	Iteration 87Q: 3 clusters Score -3090494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3090492.000000 Penalty: 5253.619141
	Iteration 88Q: 3 clusters Score -3090492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3090493.750000 Penalty: 5253.619141
	Iteration 89Q: 3 clusters Score -3090494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3090496.000000 Penalty: 5253.619141
	Iteration 90Q: 3 clusters Score -3090496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3090496.000000 Penalty: 5253.619141
	Iteration 91F: 3 clusters Score -3090496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19762 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 245047 members 
Mstep: Class 6 contains 30885 members 
Mstep: Class 7 contains 30334 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850147 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37650 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100386 members 
Mstep: Class 18 contains 160990 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30968 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28985 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7799 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36249 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Mstep: Class 36 contains 9480 members 
Entering Unmasked Estep 
Score: -142790096.000000 Penalty: 128699.546875
Splitting cluster 7 changes total score from -142790768.000000 to -142790096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (14652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Entering Unmasked Estep 
Score: -1173611.500000 Penalty: 2378.898193
	Iteration 0F: 2 clusters Score -1173612 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 7369 members 
Entering Unmasked Estep 
Score: -1162936.625000 Penalty: 4757.796387
	Iteration 0F: 3 clusters Score -1162937 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1166229.000000 Penalty: 4757.796387
	Iteration 1F: 3 clusters Score -1166229 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1166616.250000 Penalty: 4757.796387
	Iteration 2F: 3 clusters Score -1166616 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1166956.375000 Penalty: 4757.796387
	Iteration 3F: 3 clusters Score -1166956 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1167285.375000 Penalty: 4757.796387
	Iteration 4Q: 3 clusters Score -1167285 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1167678.375000 Penalty: 4757.796387
	Iteration 5F: 3 clusters Score -1167678 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1168129.125000 Penalty: 4757.796387
	Iteration 6F: 3 clusters Score -1168129 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1168667.500000 Penalty: 4757.796387
	Iteration 7F: 3 clusters Score -1168668 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1169271.125000 Penalty: 4757.796387
	Iteration 8F: 3 clusters Score -1169271 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1169852.875000 Penalty: 4757.796387
	Iteration 9F: 3 clusters Score -1169853 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1170321.625000 Penalty: 4757.796387
	Iteration 10Q: 3 clusters Score -1170322 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1170669.250000 Penalty: 4757.796387
	Iteration 11Q: 3 clusters Score -1170669 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1170906.750000 Penalty: 4757.796387
	Iteration 12Q: 3 clusters Score -1170907 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1171065.500000 Penalty: 4757.796387
	Iteration 13Q: 3 clusters Score -1171066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1171150.875000 Penalty: 4757.796387
	Iteration 14Q: 3 clusters Score -1171151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1171226.250000 Penalty: 4757.796387
	Iteration 15Q: 3 clusters Score -1171226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1171279.125000 Penalty: 4757.796387
	Iteration 16Q: 3 clusters Score -1171279 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1171321.500000 Penalty: 4757.796387
	Iteration 17Q: 3 clusters Score -1171322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1171356.000000 Penalty: 4757.796387
	Iteration 18Q: 3 clusters Score -1171356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1171395.375000 Penalty: 4757.796387
	Iteration 19Q: 3 clusters Score -1171395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1171424.625000 Penalty: 4757.796387
	Iteration 20F: 3 clusters Score -1171425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1171448.125000 Penalty: 4757.796387
	Iteration 21Q: 3 clusters Score -1171448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1171466.500000 Penalty: 4757.796387
	Iteration 22Q: 3 clusters Score -1171466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1171485.125000 Penalty: 4757.796387
	Iteration 23Q: 3 clusters Score -1171485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1171501.750000 Penalty: 4757.796387
	Iteration 24Q: 3 clusters Score -1171502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1171518.000000 Penalty: 4757.796387
	Iteration 25Q: 3 clusters Score -1171518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1171532.625000 Penalty: 4757.796387
	Iteration 26Q: 3 clusters Score -1171533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1171543.500000 Penalty: 4757.796387
	Iteration 27Q: 3 clusters Score -1171544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1171557.500000 Penalty: 4757.796387
	Iteration 28Q: 3 clusters Score -1171558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1171570.125000 Penalty: 4757.796387
	Iteration 29Q: 3 clusters Score -1171570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1171578.000000 Penalty: 4757.796387
	Iteration 30Q: 3 clusters Score -1171578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1171595.125000 Penalty: 4757.796387
	Iteration 31Q: 3 clusters Score -1171595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1171605.500000 Penalty: 4757.796387
	Iteration 32Q: 3 clusters Score -1171606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1171618.875000 Penalty: 4757.796387
	Iteration 33Q: 3 clusters Score -1171619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1171637.000000 Penalty: 4757.796387
	Iteration 34Q: 3 clusters Score -1171637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1171660.750000 Penalty: 4757.796387
	Iteration 35Q: 3 clusters Score -1171661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1171681.750000 Penalty: 4757.796387
	Iteration 36Q: 3 clusters Score -1171682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1171700.250000 Penalty: 4757.796387
	Iteration 37Q: 3 clusters Score -1171700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1171720.625000 Penalty: 4757.796387
	Iteration 38Q: 3 clusters Score -1171721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1171746.500000 Penalty: 4757.796387
	Iteration 39Q: 3 clusters Score -1171746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1171764.625000 Penalty: 4757.796387
	Iteration 40F: 3 clusters Score -1171765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1171784.250000 Penalty: 4757.796387
	Iteration 41Q: 3 clusters Score -1171784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1171804.625000 Penalty: 4757.796387
	Iteration 42Q: 3 clusters Score -1171805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1171823.500000 Penalty: 4757.796387
	Iteration 43Q: 3 clusters Score -1171824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1171835.000000 Penalty: 4757.796387
	Iteration 44Q: 3 clusters Score -1171835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1171836.250000 Penalty: 4757.796387
	Iteration 45Q: 3 clusters Score -1171836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1171841.375000 Penalty: 4757.796387
	Iteration 46Q: 3 clusters Score -1171841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1171849.750000 Penalty: 4757.796387
	Iteration 47Q: 3 clusters Score -1171850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1171857.250000 Penalty: 4757.796387
	Iteration 48Q: 3 clusters Score -1171857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1171862.000000 Penalty: 4757.796387
	Iteration 49Q: 3 clusters Score -1171862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1171867.375000 Penalty: 4757.796387
	Iteration 50Q: 3 clusters Score -1171867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1171877.125000 Penalty: 4757.796387
	Iteration 51Q: 3 clusters Score -1171877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1171882.625000 Penalty: 4757.796387
	Iteration 52Q: 3 clusters Score -1171883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1171894.750000 Penalty: 4757.796387
	Iteration 53Q: 3 clusters Score -1171895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1171909.750000 Penalty: 4757.796387
	Iteration 54Q: 3 clusters Score -1171910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1171921.875000 Penalty: 4757.796387
	Iteration 55Q: 3 clusters Score -1171922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1171945.750000 Penalty: 4757.796387
	Iteration 56Q: 3 clusters Score -1171946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1171965.125000 Penalty: 4757.796387
	Iteration 57Q: 3 clusters Score -1171965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1171981.625000 Penalty: 4757.796387
	Iteration 58Q: 3 clusters Score -1171982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1172006.875000 Penalty: 4757.796387
	Iteration 59Q: 3 clusters Score -1172007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1172027.000000 Penalty: 4757.796387
	Iteration 60F: 3 clusters Score -1172027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1172048.125000 Penalty: 4757.796387
	Iteration 61Q: 3 clusters Score -1172048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1172058.250000 Penalty: 4757.796387
	Iteration 62Q: 3 clusters Score -1172058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1172063.625000 Penalty: 4757.796387
	Iteration 63Q: 3 clusters Score -1172064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1172072.375000 Penalty: 4757.796387
	Iteration 64Q: 3 clusters Score -1172072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1172081.250000 Penalty: 4757.796387
	Iteration 65Q: 3 clusters Score -1172081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1172087.875000 Penalty: 4757.796387
	Iteration 66Q: 3 clusters Score -1172088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1172090.000000 Penalty: 4757.796387
	Iteration 67Q: 3 clusters Score -1172090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1172094.250000 Penalty: 4757.796387
	Iteration 68Q: 3 clusters Score -1172094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1172093.625000 Penalty: 4757.796387
	Iteration 69Q: 3 clusters Score -1172094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1172096.875000 Penalty: 4757.796387
	Iteration 70Q: 3 clusters Score -1172097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1172097.625000 Penalty: 4757.796387
	Iteration 71Q: 3 clusters Score -1172098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1172097.625000 Penalty: 4757.796387
	Iteration 72Q: 3 clusters Score -1172098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1172099.750000 Penalty: 4757.796387
	Iteration 73Q: 3 clusters Score -1172100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1172099.750000 Penalty: 4757.796387
	Iteration 74F: 3 clusters Score -1172100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -257948.390625 Penalty: 2005.047852
	Iteration 0F: 2 clusters Score -257948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -254543.453125 Penalty: 4010.095703
	Iteration 0F: 3 clusters Score -254543.5 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -255178.250000 Penalty: 4010.095703
	Iteration 1F: 3 clusters Score -255178.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -255322.046875 Penalty: 4010.095703
	Iteration 2F: 3 clusters Score -255322 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -255400.281250 Penalty: 4010.095703
	Iteration 3Q: 3 clusters Score -255400.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -255454.578125 Penalty: 4010.095703
	Iteration 4Q: 3 clusters Score -255454.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -255489.062500 Penalty: 4010.095703
	Iteration 5Q: 3 clusters Score -255489.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -255526.156250 Penalty: 4010.095703
	Iteration 6Q: 3 clusters Score -255526.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -255551.687500 Penalty: 4010.095703
	Iteration 7Q: 3 clusters Score -255551.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -255576.390625 Penalty: 4010.095703
	Iteration 8Q: 3 clusters Score -255576.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255600.562500 Penalty: 4010.095703
	Iteration 9Q: 3 clusters Score -255600.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -255622.578125 Penalty: 4010.095703
	Iteration 10Q: 3 clusters Score -255622.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -255639.421875 Penalty: 4010.095703
	Iteration 11Q: 3 clusters Score -255639.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -255650.437500 Penalty: 4010.095703
	Iteration 12Q: 3 clusters Score -255650.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -255660.640625 Penalty: 4010.095703
	Iteration 13Q: 3 clusters Score -255660.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -255671.500000 Penalty: 4010.095703
	Iteration 14Q: 3 clusters Score -255671.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -255677.578125 Penalty: 4010.095703
	Iteration 15Q: 3 clusters Score -255677.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -255687.984375 Penalty: 4010.095703
	Iteration 16Q: 3 clusters Score -255688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255698.656250 Penalty: 4010.095703
	Iteration 17Q: 3 clusters Score -255698.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -255710.093750 Penalty: 4010.095703
	Iteration 18Q: 3 clusters Score -255710.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -255721.125000 Penalty: 4010.095703
	Iteration 19Q: 3 clusters Score -255721.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -255732.250000 Penalty: 4010.095703
	Iteration 20F: 3 clusters Score -255732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -255740.859375 Penalty: 4010.095703
	Iteration 21Q: 3 clusters Score -255740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -255747.906250 Penalty: 4010.095703
	Iteration 22Q: 3 clusters Score -255747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -255752.234375 Penalty: 4010.095703
	Iteration 23Q: 3 clusters Score -255752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -255756.031250 Penalty: 4010.095703
	Iteration 24Q: 3 clusters Score -255756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -255759.015625 Penalty: 4010.095703
	Iteration 25Q: 3 clusters Score -255759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -255762.078125 Penalty: 4010.095703
	Iteration 26Q: 3 clusters Score -255762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -255763.750000 Penalty: 4010.095703
	Iteration 27Q: 3 clusters Score -255763.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -255764.375000 Penalty: 4010.095703
	Iteration 28Q: 3 clusters Score -255764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -255764.375000 Penalty: 4010.095703
	Iteration 29F: 3 clusters Score -255764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Entering Unmasked Estep 
Score: -4314198.500000 Penalty: 2694.913330
	Iteration 0F: 2 clusters Score -4314198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4278915.500000 Penalty: 5389.826660
	Iteration 0F: 3 clusters Score -4278916 nChanged 24153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4292483.000000 Penalty: 5389.826660
	Iteration 1F: 3 clusters Score -4292483 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4293130.000000 Penalty: 5389.826660
	Iteration 2Q: 3 clusters Score -4293130 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -4293927.500000 Penalty: 5389.826660
	Iteration 3Q: 3 clusters Score -4293928 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4294975.500000 Penalty: 5389.826660
	Iteration 4Q: 3 clusters Score -4294976 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4296574.500000 Penalty: 5389.826660
	Iteration 5F: 3 clusters Score -4296574 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4298870.500000 Penalty: 5389.826660
	Iteration 6F: 3 clusters Score -4298870 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -4301796.000000 Penalty: 5389.826660
	Iteration 7F: 3 clusters Score -4301796 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -4305103.500000 Penalty: 5389.826660
	Iteration 8F: 3 clusters Score -4305104 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -4307928.000000 Penalty: 5389.826660
	Iteration 9F: 3 clusters Score -4307928 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -4309931.000000 Penalty: 5389.826660
	Iteration 10Q: 3 clusters Score -4309931 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -4311094.500000 Penalty: 5389.826660
	Iteration 11Q: 3 clusters Score -4311094 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -4311652.500000 Penalty: 5389.826660
	Iteration 12Q: 3 clusters Score -4311652 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -4311960.500000 Penalty: 5389.826660
	Iteration 13Q: 3 clusters Score -4311960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -4312130.500000 Penalty: 5389.826660
	Iteration 14Q: 3 clusters Score -4312130 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -4312211.000000 Penalty: 5389.826660
	Iteration 15Q: 3 clusters Score -4312211 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -4312286.000000 Penalty: 5389.826660
	Iteration 16Q: 3 clusters Score -4312286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -4312337.000000 Penalty: 5389.826660
	Iteration 17Q: 3 clusters Score -4312337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -4312391.500000 Penalty: 5389.826660
	Iteration 18Q: 3 clusters Score -4312392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -4312423.500000 Penalty: 5389.826660
	Iteration 19Q: 3 clusters Score -4312424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -4312453.000000 Penalty: 5389.826660
	Iteration 20F: 3 clusters Score -4312453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -4312468.000000 Penalty: 5389.826660
	Iteration 21Q: 3 clusters Score -4312468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -4312471.500000 Penalty: 5389.826660
	Iteration 22Q: 3 clusters Score -4312472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -4312474.500000 Penalty: 5389.826660
	Iteration 23Q: 3 clusters Score -4312474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -4312489.500000 Penalty: 5389.826660
	Iteration 24Q: 3 clusters Score -4312490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -4312501.500000 Penalty: 5389.826660
	Iteration 25Q: 3 clusters Score -4312502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -4312512.500000 Penalty: 5389.826660
	Iteration 26Q: 3 clusters Score -4312512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -4312521.000000 Penalty: 5389.826660
	Iteration 27Q: 3 clusters Score -4312521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -4312518.500000 Penalty: 5389.826660
	Iteration 28Q: 3 clusters Score -4312518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -4312527.000000 Penalty: 5389.826660
	Iteration 29Q: 3 clusters Score -4312527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -4312525.500000 Penalty: 5389.826660
	Iteration 30Q: 3 clusters Score -4312526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -4312525.500000 Penalty: 5389.826660
	Iteration 31F: 3 clusters Score -4312526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (850147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850147 members 
Entering Unmasked Estep 
Score: -68635848.000000 Penalty: 3385.984863
	Iteration 0F: 2 clusters Score -6.863585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425488 members 
Mstep: Class 2 contains 424659 members 
Entering Unmasked Estep 
Score: -68067416.000000 Penalty: 6771.969727
	Iteration 0F: 3 clusters Score -6.806742e+07 nChanged 417330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447590 members 
Mstep: Class 2 contains 402557 members 
Entering Unmasked Estep 
Score: -68320624.000000 Penalty: 6771.969727
	Iteration 1F: 3 clusters Score -6.832062e+07 nChanged 21798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461722 members 
Mstep: Class 2 contains 388425 members 
Entering Unmasked Estep 
Score: -68325832.000000 Penalty: 6771.969727
	Iteration 2Q: 3 clusters Score -6.832583e+07 nChanged 29683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484315 members 
Mstep: Class 2 contains 365832 members 
Entering Unmasked Estep 
Score: -68335424.000000 Penalty: 6771.969727
	Iteration 3Q: 3 clusters Score -6.833542e+07 nChanged 41683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519600 members 
Mstep: Class 2 contains 330547 members 
Entering Unmasked Estep 
Score: -68353072.000000 Penalty: 6771.969727
	Iteration 4Q: 3 clusters Score -6.835307e+07 nChanged 56972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571426 members 
Mstep: Class 2 contains 278721 members 
Entering Unmasked Estep 
Score: -68386112.000000 Penalty: 6771.969727
	Iteration 5F: 3 clusters Score -6.838611e+07 nChanged 71572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639698 members 
Mstep: Class 2 contains 210449 members 
Entering Unmasked Estep 
Score: -68439800.000000 Penalty: 6771.969727
	Iteration 6F: 3 clusters Score -6.84398e+07 nChanged 75566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713960 members 
Mstep: Class 2 contains 136187 members 
Entering Unmasked Estep 
Score: -68507592.000000 Penalty: 6771.969727
	Iteration 7F: 3 clusters Score -6.850759e+07 nChanged 60762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774460 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -68566648.000000 Penalty: 6771.969727
	Iteration 8F: 3 clusters Score -6.856665e+07 nChanged 35194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809564 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -68603000.000000 Penalty: 6771.969727
	Iteration 9Q: 3 clusters Score -6.8603e+07 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824395 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -68620456.000000 Penalty: 6771.969727
	Iteration 10Q: 3 clusters Score -6.862046e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829492 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -68627576.000000 Penalty: 6771.969727
	Iteration 11Q: 3 clusters Score -6.862758e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831899 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -68629896.000000 Penalty: 6771.969727
	Iteration 12Q: 3 clusters Score -6.86299e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833620 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -68631048.000000 Penalty: 6771.969727
	Iteration 13Q: 3 clusters Score -6.863105e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835041 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -68631688.000000 Penalty: 6771.969727
	Iteration 14Q: 3 clusters Score -6.863169e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836172 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -68632328.000000 Penalty: 6771.969727
	Iteration 15Q: 3 clusters Score -6.863233e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837095 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -68632760.000000 Penalty: 6771.969727
	Iteration 16Q: 3 clusters Score -6.863276e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837883 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -68633152.000000 Penalty: 6771.969727
	Iteration 17Q: 3 clusters Score -6.863315e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838581 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -68633368.000000 Penalty: 6771.969727
	Iteration 18Q: 3 clusters Score -6.863337e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839149 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -68633448.000000 Penalty: 6771.969727
	Iteration 19Q: 3 clusters Score -6.863345e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839643 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -68633600.000000 Penalty: 6771.969727
	Iteration 20F: 3 clusters Score -6.86336e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840063 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -68633640.000000 Penalty: 6771.969727
	Iteration 21Q: 3 clusters Score -6.863364e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840401 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -68633728.000000 Penalty: 6771.969727
	Iteration 22Q: 3 clusters Score -6.863373e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840677 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -68633768.000000 Penalty: 6771.969727
	Iteration 23Q: 3 clusters Score -6.863377e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840924 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -68633888.000000 Penalty: 6771.969727
	Iteration 24Q: 3 clusters Score -6.863389e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841157 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -68633896.000000 Penalty: 6771.969727
	Iteration 25Q: 3 clusters Score -6.86339e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841337 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -68633872.000000 Penalty: 6771.969727
	Iteration 26Q: 3 clusters Score -6.863387e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841512 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -68633848.000000 Penalty: 6771.969727
	Iteration 27Q: 3 clusters Score -6.863385e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841653 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -68633936.000000 Penalty: 6771.969727
	Iteration 28Q: 3 clusters Score -6.863394e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841798 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -68633936.000000 Penalty: 6771.969727
	Iteration 29Q: 3 clusters Score -6.863394e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841936 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -68633976.000000 Penalty: 6771.969727
	Iteration 30Q: 3 clusters Score -6.863398e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842052 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -68634064.000000 Penalty: 6771.969727
	Iteration 31Q: 3 clusters Score -6.863406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842159 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -68634128.000000 Penalty: 6771.969727
	Iteration 32Q: 3 clusters Score -6.863413e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842236 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -68634168.000000 Penalty: 6771.969727
	Iteration 33Q: 3 clusters Score -6.863417e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842303 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -68634224.000000 Penalty: 6771.969727
	Iteration 34Q: 3 clusters Score -6.863422e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842360 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -68634216.000000 Penalty: 6771.969727
	Iteration 35Q: 3 clusters Score -6.863422e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842410 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -68634264.000000 Penalty: 6771.969727
	Iteration 36Q: 3 clusters Score -6.863426e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842460 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -68634248.000000 Penalty: 6771.969727
	Iteration 37Q: 3 clusters Score -6.863425e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842504 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -68634240.000000 Penalty: 6771.969727
	Iteration 38Q: 3 clusters Score -6.863424e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842552 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -68634296.000000 Penalty: 6771.969727
	Iteration 39Q: 3 clusters Score -6.86343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842595 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -68634352.000000 Penalty: 6771.969727
	Iteration 40F: 3 clusters Score -6.863435e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842640 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -68634320.000000 Penalty: 6771.969727
	Iteration 41Q: 3 clusters Score -6.863432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842685 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -68634336.000000 Penalty: 6771.969727
	Iteration 42Q: 3 clusters Score -6.863434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842724 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -68634376.000000 Penalty: 6771.969727
	Iteration 43Q: 3 clusters Score -6.863438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842756 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -68634400.000000 Penalty: 6771.969727
	Iteration 44Q: 3 clusters Score -6.86344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842783 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -68634408.000000 Penalty: 6771.969727
	Iteration 45Q: 3 clusters Score -6.863441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842809 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -68634400.000000 Penalty: 6771.969727
	Iteration 46Q: 3 clusters Score -6.86344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842841 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -68634440.000000 Penalty: 6771.969727
	Iteration 47Q: 3 clusters Score -6.863444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842874 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -68634464.000000 Penalty: 6771.969727
	Iteration 48Q: 3 clusters Score -6.863446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842911 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -68634480.000000 Penalty: 6771.969727
	Iteration 49Q: 3 clusters Score -6.863448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842951 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -68634512.000000 Penalty: 6771.969727
	Iteration 50Q: 3 clusters Score -6.863451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842987 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -68634520.000000 Penalty: 6771.969727
	Iteration 51Q: 3 clusters Score -6.863452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843015 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -68634512.000000 Penalty: 6771.969727
	Iteration 52Q: 3 clusters Score -6.863451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843039 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -68634488.000000 Penalty: 6771.969727
	Iteration 53Q: 3 clusters Score -6.863449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843069 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -68634512.000000 Penalty: 6771.969727
	Iteration 54Q: 3 clusters Score -6.863451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843099 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -68634536.000000 Penalty: 6771.969727
	Iteration 55Q: 3 clusters Score -6.863454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843120 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -68634536.000000 Penalty: 6771.969727
	Iteration 56Q: 3 clusters Score -6.863454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843151 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -68634496.000000 Penalty: 6771.969727
	Iteration 57Q: 3 clusters Score -6.86345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843169 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -68634496.000000 Penalty: 6771.969727
	Iteration 58Q: 3 clusters Score -6.86345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843181 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -68634504.000000 Penalty: 6771.969727
	Iteration 59Q: 3 clusters Score -6.86345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843190 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -68634472.000000 Penalty: 6771.969727
	Iteration 60F: 3 clusters Score -6.863447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843200 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -68634536.000000 Penalty: 6771.969727
	Iteration 61Q: 3 clusters Score -6.863454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843209 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -68634536.000000 Penalty: 6771.969727
	Iteration 62Q: 3 clusters Score -6.863454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843212 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -68634536.000000 Penalty: 6771.969727
	Iteration 63Q: 3 clusters Score -6.863454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843214 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -68634504.000000 Penalty: 6771.969727
	Iteration 64Q: 3 clusters Score -6.86345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843215 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -68634528.000000 Penalty: 6771.969727
	Iteration 65Q: 3 clusters Score -6.863453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843217 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -68634528.000000 Penalty: 6771.969727
	Iteration 66Q: 3 clusters Score -6.863453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843220 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -68634536.000000 Penalty: 6771.969727
	Iteration 67Q: 3 clusters Score -6.863454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843222 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -68634512.000000 Penalty: 6771.969727
	Iteration 68Q: 3 clusters Score -6.863451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843224 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -68634528.000000 Penalty: 6771.969727
	Iteration 69Q: 3 clusters Score -6.863453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843227 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -68634520.000000 Penalty: 6771.969727
	Iteration 70Q: 3 clusters Score -6.863452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843230 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -68634576.000000 Penalty: 6771.969727
	Iteration 71Q: 3 clusters Score -6.863458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843230 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -68634576.000000 Penalty: 6771.969727
	Iteration 72F: 3 clusters Score -6.863458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -120781.937500 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -120781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -118326.421875 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -118326.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -118749.156250 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -118749.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118861.351562 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -118861.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -118904.953125 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -118905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118931.960938 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -118932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -118945.992188 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -118946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118951.406250 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -118951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -118953.679688 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -118953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -118956.718750 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -118956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -118963.546875 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -118963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -118971.000000 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -118971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -118978.609375 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -118978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -118984.523438 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -118984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118987.156250 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -118987.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -118990.515625 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -118990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -118995.640625 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -118995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -118999.585938 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -118999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -119004.820312 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -119004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -119006.460938 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -119006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119007.593750 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -119007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119008.328125 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -119008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -119008.890625 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -119008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119009.304688 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -119009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -119009.601562 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -119009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -119009.601562 Penalty: 3713.360107
	Iteration 24F: 3 clusters Score -119009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Entering Unmasked Estep 
Score: -1651402.750000 Penalty: 2470.808105
	Iteration 0F: 2 clusters Score -1651403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1636534.500000 Penalty: 4941.616211
	Iteration 0F: 3 clusters Score -1636534 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1641496.875000 Penalty: 4941.616211
	Iteration 1F: 3 clusters Score -1641497 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1642032.625000 Penalty: 4941.616211
	Iteration 2F: 3 clusters Score -1642033 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1642476.125000 Penalty: 4941.616211
	Iteration 3Q: 3 clusters Score -1642476 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1642854.500000 Penalty: 4941.616211
	Iteration 4Q: 3 clusters Score -1642854 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1643219.250000 Penalty: 4941.616211
	Iteration 5Q: 3 clusters Score -1643219 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1643636.000000 Penalty: 4941.616211
	Iteration 6Q: 3 clusters Score -1643636 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1644143.250000 Penalty: 4941.616211
	Iteration 7Q: 3 clusters Score -1644143 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1644830.500000 Penalty: 4941.616211
	Iteration 8F: 3 clusters Score -1644830 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1645713.750000 Penalty: 4941.616211
	Iteration 9F: 3 clusters Score -1645714 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1646776.875000 Penalty: 4941.616211
	Iteration 10F: 3 clusters Score -1646777 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1647920.875000 Penalty: 4941.616211
	Iteration 11F: 3 clusters Score -1647921 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1648773.750000 Penalty: 4941.616211
	Iteration 12Q: 3 clusters Score -1648774 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1649323.000000 Penalty: 4941.616211
	Iteration 13Q: 3 clusters Score -1649323 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1649627.250000 Penalty: 4941.616211
	Iteration 14Q: 3 clusters Score -1649627 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1649788.875000 Penalty: 4941.616211
	Iteration 15Q: 3 clusters Score -1649789 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -1649871.000000 Penalty: 4941.616211
	Iteration 16Q: 3 clusters Score -1649871 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1649933.000000 Penalty: 4941.616211
	Iteration 17Q: 3 clusters Score -1649933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1649972.875000 Penalty: 4941.616211
	Iteration 18Q: 3 clusters Score -1649973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1649997.000000 Penalty: 4941.616211
	Iteration 19Q: 3 clusters Score -1649997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1650016.000000 Penalty: 4941.616211
	Iteration 20F: 3 clusters Score -1650016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1650026.125000 Penalty: 4941.616211
	Iteration 21Q: 3 clusters Score -1650026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1650036.250000 Penalty: 4941.616211
	Iteration 22Q: 3 clusters Score -1650036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1650045.750000 Penalty: 4941.616211
	Iteration 23Q: 3 clusters Score -1650046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1650050.250000 Penalty: 4941.616211
	Iteration 24Q: 3 clusters Score -1650050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1650053.125000 Penalty: 4941.616211
	Iteration 25Q: 3 clusters Score -1650053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1650064.000000 Penalty: 4941.616211
	Iteration 26Q: 3 clusters Score -1650064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1650070.375000 Penalty: 4941.616211
	Iteration 27Q: 3 clusters Score -1650070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1650072.750000 Penalty: 4941.616211
	Iteration 28Q: 3 clusters Score -1650073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1650072.875000 Penalty: 4941.616211
	Iteration 29Q: 3 clusters Score -1650073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1650074.250000 Penalty: 4941.616211
	Iteration 30Q: 3 clusters Score -1650074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1650075.750000 Penalty: 4941.616211
	Iteration 31Q: 3 clusters Score -1650076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1650076.000000 Penalty: 4941.616211
	Iteration 32Q: 3 clusters Score -1650076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1650075.875000 Penalty: 4941.616211
	Iteration 33Q: 3 clusters Score -1650076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1650076.750000 Penalty: 4941.616211
	Iteration 34Q: 3 clusters Score -1650077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -1650075.125000 Penalty: 4941.616211
	Iteration 35Q: 3 clusters Score -1650075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1650075.625000 Penalty: 4941.616211
	Iteration 36Q: 3 clusters Score -1650076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -1650073.625000 Penalty: 4941.616211
	Iteration 37Q: 3 clusters Score -1650074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1650075.375000 Penalty: 4941.616211
	Iteration 38Q: 3 clusters Score -1650075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1650075.375000 Penalty: 4941.616211
	Iteration 39F: 3 clusters Score -1650075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Entering Unmasked Estep 
Score: -3079444.000000 Penalty: 2612.949707
	Iteration 0F: 2 clusters Score -3079444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3053879.750000 Penalty: 5225.899414
	Iteration 0F: 3 clusters Score -3053880 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3063288.500000 Penalty: 5225.899414
	Iteration 1F: 3 clusters Score -3063288 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3063815.250000 Penalty: 5225.899414
	Iteration 2Q: 3 clusters Score -3063815 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3064349.000000 Penalty: 5225.899414
	Iteration 3Q: 3 clusters Score -3064349 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3065028.750000 Penalty: 5225.899414
	Iteration 4Q: 3 clusters Score -3065029 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3065820.750000 Penalty: 5225.899414
	Iteration 5Q: 3 clusters Score -3065821 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3066791.000000 Penalty: 5225.899414
	Iteration 6Q: 3 clusters Score -3066791 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3067737.500000 Penalty: 5225.899414
	Iteration 7Q: 3 clusters Score -3067738 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -3068559.750000 Penalty: 5225.899414
	Iteration 8Q: 3 clusters Score -3068560 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3069333.500000 Penalty: 5225.899414
	Iteration 9Q: 3 clusters Score -3069334 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3070061.750000 Penalty: 5225.899414
	Iteration 10Q: 3 clusters Score -3070062 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3070728.000000 Penalty: 5225.899414
	Iteration 11Q: 3 clusters Score -3070728 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3071314.750000 Penalty: 5225.899414
	Iteration 12Q: 3 clusters Score -3071315 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3071914.250000 Penalty: 5225.899414
	Iteration 13Q: 3 clusters Score -3071914 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3072502.750000 Penalty: 5225.899414
	Iteration 14Q: 3 clusters Score -3072503 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3073066.500000 Penalty: 5225.899414
	Iteration 15Q: 3 clusters Score -3073066 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3073605.000000 Penalty: 5225.899414
	Iteration 16Q: 3 clusters Score -3073605 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3074169.250000 Penalty: 5225.899414
	Iteration 17Q: 3 clusters Score -3074169 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3074743.750000 Penalty: 5225.899414
	Iteration 18Q: 3 clusters Score -3074744 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3075240.000000 Penalty: 5225.899414
	Iteration 19Q: 3 clusters Score -3075240 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3075735.250000 Penalty: 5225.899414
	Iteration 20F: 3 clusters Score -3075735 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3076230.000000 Penalty: 5225.899414
	Iteration 21Q: 3 clusters Score -3076230 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3076659.250000 Penalty: 5225.899414
	Iteration 22Q: 3 clusters Score -3076659 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3076992.500000 Penalty: 5225.899414
	Iteration 23Q: 3 clusters Score -3076992 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3077243.000000 Penalty: 5225.899414
	Iteration 24Q: 3 clusters Score -3077243 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3077437.500000 Penalty: 5225.899414
	Iteration 25Q: 3 clusters Score -3077438 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3077555.000000 Penalty: 5225.899414
	Iteration 26Q: 3 clusters Score -3077555 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3077628.000000 Penalty: 5225.899414
	Iteration 27Q: 3 clusters Score -3077628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3077690.500000 Penalty: 5225.899414
	Iteration 28Q: 3 clusters Score -3077690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3077724.000000 Penalty: 5225.899414
	Iteration 29Q: 3 clusters Score -3077724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3077757.750000 Penalty: 5225.899414
	Iteration 30Q: 3 clusters Score -3077758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3077767.250000 Penalty: 5225.899414
	Iteration 31Q: 3 clusters Score -3077767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3077781.000000 Penalty: 5225.899414
	Iteration 32Q: 3 clusters Score -3077781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3077791.250000 Penalty: 5225.899414
	Iteration 33Q: 3 clusters Score -3077791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3077792.750000 Penalty: 5225.899414
	Iteration 34Q: 3 clusters Score -3077793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3077798.750000 Penalty: 5225.899414
	Iteration 35Q: 3 clusters Score -3077799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3077803.000000 Penalty: 5225.899414
	Iteration 36Q: 3 clusters Score -3077803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3077800.250000 Penalty: 5225.899414
	Iteration 37Q: 3 clusters Score -3077800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3077809.250000 Penalty: 5225.899414
	Iteration 38Q: 3 clusters Score -3077809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3077813.750000 Penalty: 5225.899414
	Iteration 39Q: 3 clusters Score -3077814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3077817.500000 Penalty: 5225.899414
	Iteration 40F: 3 clusters Score -3077818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3077819.500000 Penalty: 5225.899414
	Iteration 41Q: 3 clusters Score -3077820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3077817.000000 Penalty: 5225.899414
	Iteration 42Q: 3 clusters Score -3077817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3077821.000000 Penalty: 5225.899414
	Iteration 43Q: 3 clusters Score -3077821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3077821.500000 Penalty: 5225.899414
	Iteration 44Q: 3 clusters Score -3077822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3077823.250000 Penalty: 5225.899414
	Iteration 45Q: 3 clusters Score -3077823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3077822.500000 Penalty: 5225.899414
	Iteration 46Q: 3 clusters Score -3077822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3077822.000000 Penalty: 5225.899414
	Iteration 47Q: 3 clusters Score -3077822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3077822.000000 Penalty: 5225.899414
	Iteration 48F: 3 clusters Score -3077822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Entering Unmasked Estep 
Score: -2127783.500000 Penalty: 2526.938477
	Iteration 0F: 2 clusters Score -2127784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2109292.500000 Penalty: 5053.876953
	Iteration 0F: 3 clusters Score -2109292 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2115882.750000 Penalty: 5053.876953
	Iteration 1F: 3 clusters Score -2115883 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2116376.250000 Penalty: 5053.876953
	Iteration 2F: 3 clusters Score -2116376 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2116793.000000 Penalty: 5053.876953
	Iteration 3Q: 3 clusters Score -2116793 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2117152.750000 Penalty: 5053.876953
	Iteration 4Q: 3 clusters Score -2117153 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2117554.250000 Penalty: 5053.876953
	Iteration 5Q: 3 clusters Score -2117554 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2117992.250000 Penalty: 5053.876953
	Iteration 6Q: 3 clusters Score -2117992 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2118526.250000 Penalty: 5053.876953
	Iteration 7Q: 3 clusters Score -2118526 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2119197.750000 Penalty: 5053.876953
	Iteration 8Q: 3 clusters Score -2119198 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2120098.500000 Penalty: 5053.876953
	Iteration 9F: 3 clusters Score -2120098 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2121140.750000 Penalty: 5053.876953
	Iteration 10F: 3 clusters Score -2121141 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2122174.500000 Penalty: 5053.876953
	Iteration 11Q: 3 clusters Score -2122174 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2123077.750000 Penalty: 5053.876953
	Iteration 12Q: 3 clusters Score -2123078 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2123726.250000 Penalty: 5053.876953
	Iteration 13Q: 3 clusters Score -2123726 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2124175.250000 Penalty: 5053.876953
	Iteration 14Q: 3 clusters Score -2124175 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2124490.500000 Penalty: 5053.876953
	Iteration 15Q: 3 clusters Score -2124490 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2124695.750000 Penalty: 5053.876953
	Iteration 16Q: 3 clusters Score -2124696 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2124839.250000 Penalty: 5053.876953
	Iteration 17Q: 3 clusters Score -2124839 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2124964.750000 Penalty: 5053.876953
	Iteration 18Q: 3 clusters Score -2124965 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2125058.750000 Penalty: 5053.876953
	Iteration 19Q: 3 clusters Score -2125059 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2125130.750000 Penalty: 5053.876953
	Iteration 20F: 3 clusters Score -2125131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2125188.750000 Penalty: 5053.876953
	Iteration 21Q: 3 clusters Score -2125189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2125239.500000 Penalty: 5053.876953
	Iteration 22Q: 3 clusters Score -2125240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2125269.750000 Penalty: 5053.876953
	Iteration 23Q: 3 clusters Score -2125270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2125289.250000 Penalty: 5053.876953
	Iteration 24Q: 3 clusters Score -2125289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2125309.750000 Penalty: 5053.876953
	Iteration 25Q: 3 clusters Score -2125310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2125327.250000 Penalty: 5053.876953
	Iteration 26Q: 3 clusters Score -2125327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2125354.000000 Penalty: 5053.876953
	Iteration 27Q: 3 clusters Score -2125354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2125360.500000 Penalty: 5053.876953
	Iteration 28Q: 3 clusters Score -2125360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2125374.000000 Penalty: 5053.876953
	Iteration 29Q: 3 clusters Score -2125374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2125384.750000 Penalty: 5053.876953
	Iteration 30Q: 3 clusters Score -2125385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2125395.750000 Penalty: 5053.876953
	Iteration 31Q: 3 clusters Score -2125396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2125403.750000 Penalty: 5053.876953
	Iteration 32Q: 3 clusters Score -2125404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2125416.750000 Penalty: 5053.876953
	Iteration 33Q: 3 clusters Score -2125417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2125417.750000 Penalty: 5053.876953
	Iteration 34Q: 3 clusters Score -2125418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2125434.250000 Penalty: 5053.876953
	Iteration 35Q: 3 clusters Score -2125434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2125442.000000 Penalty: 5053.876953
	Iteration 36Q: 3 clusters Score -2125442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2125454.250000 Penalty: 5053.876953
	Iteration 37Q: 3 clusters Score -2125454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2125464.750000 Penalty: 5053.876953
	Iteration 38Q: 3 clusters Score -2125465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2125478.500000 Penalty: 5053.876953
	Iteration 39Q: 3 clusters Score -2125478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2125482.500000 Penalty: 5053.876953
	Iteration 40F: 3 clusters Score -2125482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2125485.750000 Penalty: 5053.876953
	Iteration 41Q: 3 clusters Score -2125486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2125488.750000 Penalty: 5053.876953
	Iteration 42Q: 3 clusters Score -2125489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2125497.000000 Penalty: 5053.876953
	Iteration 43Q: 3 clusters Score -2125497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2125500.750000 Penalty: 5053.876953
	Iteration 44Q: 3 clusters Score -2125501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2125504.000000 Penalty: 5053.876953
	Iteration 45Q: 3 clusters Score -2125504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2125505.750000 Penalty: 5053.876953
	Iteration 46Q: 3 clusters Score -2125506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2125508.000000 Penalty: 5053.876953
	Iteration 47Q: 3 clusters Score -2125508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2125508.250000 Penalty: 5053.876953
	Iteration 48Q: 3 clusters Score -2125508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2125508.500000 Penalty: 5053.876953
	Iteration 49Q: 3 clusters Score -2125508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2125508.500000 Penalty: 5053.876953
	Iteration 50Q: 3 clusters Score -2125508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2125512.000000 Penalty: 5053.876953
	Iteration 51Q: 3 clusters Score -2125512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2125514.250000 Penalty: 5053.876953
	Iteration 52Q: 3 clusters Score -2125514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2125512.750000 Penalty: 5053.876953
	Iteration 53Q: 3 clusters Score -2125513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2125516.500000 Penalty: 5053.876953
	Iteration 54Q: 3 clusters Score -2125516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2125520.500000 Penalty: 5053.876953
	Iteration 55Q: 3 clusters Score -2125520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2125517.750000 Penalty: 5053.876953
	Iteration 56Q: 3 clusters Score -2125518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2125518.250000 Penalty: 5053.876953
	Iteration 57Q: 3 clusters Score -2125518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2125518.000000 Penalty: 5053.876953
	Iteration 58Q: 3 clusters Score -2125518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2125517.250000 Penalty: 5053.876953
	Iteration 59Q: 3 clusters Score -2125517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2125516.000000 Penalty: 5053.876953
	Iteration 60F: 3 clusters Score -2125516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2125518.500000 Penalty: 5053.876953
	Iteration 61Q: 3 clusters Score -2125518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2125519.750000 Penalty: 5053.876953
	Iteration 62Q: 3 clusters Score -2125520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2125520.500000 Penalty: 5053.876953
	Iteration 63Q: 3 clusters Score -2125520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2125519.250000 Penalty: 5053.876953
	Iteration 64Q: 3 clusters Score -2125519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2125523.250000 Penalty: 5053.876953
	Iteration 65Q: 3 clusters Score -2125523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2125525.250000 Penalty: 5053.876953
	Iteration 66Q: 3 clusters Score -2125525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2125525.250000 Penalty: 5053.876953
	Iteration 67F: 3 clusters Score -2125525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Entering Unmasked Estep 
Score: -603459.500000 Penalty: 2216.169434
	Iteration 0F: 2 clusters Score -603459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -597297.250000 Penalty: 4432.338867
	Iteration 0F: 3 clusters Score -597297.2 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -599031.250000 Penalty: 4432.338867
	Iteration 1F: 3 clusters Score -599031.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -599295.812500 Penalty: 4432.338867
	Iteration 2F: 3 clusters Score -599295.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -599466.562500 Penalty: 4432.338867
	Iteration 3Q: 3 clusters Score -599466.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -599626.375000 Penalty: 4432.338867
	Iteration 4Q: 3 clusters Score -599626.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -599796.312500 Penalty: 4432.338867
	Iteration 5Q: 3 clusters Score -599796.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -600014.437500 Penalty: 4432.338867
	Iteration 6Q: 3 clusters Score -600014.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -600270.437500 Penalty: 4432.338867
	Iteration 7Q: 3 clusters Score -600270.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -600554.125000 Penalty: 4432.338867
	Iteration 8Q: 3 clusters Score -600554.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -600810.375000 Penalty: 4432.338867
	Iteration 9Q: 3 clusters Score -600810.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -601073.750000 Penalty: 4432.338867
	Iteration 10Q: 3 clusters Score -601073.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -601262.500000 Penalty: 4432.338867
	Iteration 11Q: 3 clusters Score -601262.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -601396.875000 Penalty: 4432.338867
	Iteration 12Q: 3 clusters Score -601396.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -601490.500000 Penalty: 4432.338867
	Iteration 13Q: 3 clusters Score -601490.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -601558.250000 Penalty: 4432.338867
	Iteration 14Q: 3 clusters Score -601558.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -601606.062500 Penalty: 4432.338867
	Iteration 15Q: 3 clusters Score -601606.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -601635.687500 Penalty: 4432.338867
	Iteration 16Q: 3 clusters Score -601635.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -601661.500000 Penalty: 4432.338867
	Iteration 17Q: 3 clusters Score -601661.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -601685.875000 Penalty: 4432.338867
	Iteration 18Q: 3 clusters Score -601685.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -601696.937500 Penalty: 4432.338867
	Iteration 19Q: 3 clusters Score -601696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -601704.437500 Penalty: 4432.338867
	Iteration 20F: 3 clusters Score -601704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -601708.500000 Penalty: 4432.338867
	Iteration 21Q: 3 clusters Score -601708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -601712.625000 Penalty: 4432.338867
	Iteration 22Q: 3 clusters Score -601712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -601714.500000 Penalty: 4432.338867
	Iteration 23Q: 3 clusters Score -601714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -601717.125000 Penalty: 4432.338867
	Iteration 24Q: 3 clusters Score -601717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -601720.062500 Penalty: 4432.338867
	Iteration 25Q: 3 clusters Score -601720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -601720.875000 Penalty: 4432.338867
	Iteration 26Q: 3 clusters Score -601720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -601721.250000 Penalty: 4432.338867
	Iteration 27Q: 3 clusters Score -601721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -601721.250000 Penalty: 4432.338867
	Iteration 28F: 3 clusters Score -601721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Entering Unmasked Estep 
Score: -8244089.500000 Penalty: 2856.160889
	Iteration 0F: 2 clusters Score -8244090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -8176935.500000 Penalty: 5712.321777
	Iteration 0F: 3 clusters Score -8176936 nChanged 47611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -8204066.000000 Penalty: 5712.321777
	Iteration 1F: 3 clusters Score -8204066 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -8205197.000000 Penalty: 5712.321777
	Iteration 2Q: 3 clusters Score -8205197 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -8206760.500000 Penalty: 5712.321777
	Iteration 3Q: 3 clusters Score -8206760 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -8209028.000000 Penalty: 5712.321777
	Iteration 4Q: 3 clusters Score -8209028 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -8212418.000000 Penalty: 5712.321777
	Iteration 5F: 3 clusters Score -8212418 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8217037.500000 Penalty: 5712.321777
	Iteration 6F: 3 clusters Score -8217038 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -8223278.000000 Penalty: 5712.321777
	Iteration 7F: 3 clusters Score -8223278 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -8230032.500000 Penalty: 5712.321777
	Iteration 8F: 3 clusters Score -8230032 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -8234238.000000 Penalty: 5712.321777
	Iteration 9F: 3 clusters Score -8234238 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -8235797.500000 Penalty: 5712.321777
	Iteration 10Q: 3 clusters Score -8235798 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -8236417.000000 Penalty: 5712.321777
	Iteration 11Q: 3 clusters Score -8236417 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -8236884.500000 Penalty: 5712.321777
	Iteration 12Q: 3 clusters Score -8236884 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -8237187.000000 Penalty: 5712.321777
	Iteration 13Q: 3 clusters Score -8237187 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
Score: -8237451.000000 Penalty: 5712.321777
	Iteration 14Q: 3 clusters Score -8237451 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -8237692.500000 Penalty: 5712.321777
	Iteration 15Q: 3 clusters Score -8237692 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -8237862.500000 Penalty: 5712.321777
	Iteration 16Q: 3 clusters Score -8237862 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -8238064.500000 Penalty: 5712.321777
	Iteration 17Q: 3 clusters Score -8238064 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -8238295.000000 Penalty: 5712.321777
	Iteration 18Q: 3 clusters Score -8238295 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -8238433.500000 Penalty: 5712.321777
	Iteration 19Q: 3 clusters Score -8238434 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -8238559.000000 Penalty: 5712.321777
	Iteration 20F: 3 clusters Score -8238559 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -8238698.000000 Penalty: 5712.321777
	Iteration 21Q: 3 clusters Score -8238698 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -8238891.500000 Penalty: 5712.321777
	Iteration 22Q: 3 clusters Score -8238892 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -8239012.000000 Penalty: 5712.321777
	Iteration 23Q: 3 clusters Score -8239012 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -8239129.000000 Penalty: 5712.321777
	Iteration 24Q: 3 clusters Score -8239129 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -8239291.500000 Penalty: 5712.321777
	Iteration 25Q: 3 clusters Score -8239292 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -8239438.000000 Penalty: 5712.321777
	Iteration 26Q: 3 clusters Score -8239438 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -8239532.000000 Penalty: 5712.321777
	Iteration 27Q: 3 clusters Score -8239532 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -8239642.000000 Penalty: 5712.321777
	Iteration 28Q: 3 clusters Score -8239642 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -8239771.500000 Penalty: 5712.321777
	Iteration 29Q: 3 clusters Score -8239772 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -8239921.000000 Penalty: 5712.321777
	Iteration 30Q: 3 clusters Score -8239921 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -8240072.500000 Penalty: 5712.321777
	Iteration 31Q: 3 clusters Score -8240072 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -8240223.500000 Penalty: 5712.321777
	Iteration 32Q: 3 clusters Score -8240224 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -8240387.000000 Penalty: 5712.321777
	Iteration 33Q: 3 clusters Score -8240387 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -8240532.500000 Penalty: 5712.321777
	Iteration 34Q: 3 clusters Score -8240532 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -8240667.500000 Penalty: 5712.321777
	Iteration 35Q: 3 clusters Score -8240668 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -8240791.500000 Penalty: 5712.321777
	Iteration 36Q: 3 clusters Score -8240792 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 91453 members 
Entering Unmasked Estep 
Score: -8240899.500000 Penalty: 5712.321777
	Iteration 37Q: 3 clusters Score -8240900 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -8241020.000000 Penalty: 5712.321777
	Iteration 38Q: 3 clusters Score -8241020 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -8241150.000000 Penalty: 5712.321777
	Iteration 39Q: 3 clusters Score -8241150 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -8241243.000000 Penalty: 5712.321777
	Iteration 40F: 3 clusters Score -8241243 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -8241336.000000 Penalty: 5712.321777
	Iteration 41Q: 3 clusters Score -8241336 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -8241412.000000 Penalty: 5712.321777
	Iteration 42Q: 3 clusters Score -8241412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -8241460.500000 Penalty: 5712.321777
	Iteration 43Q: 3 clusters Score -8241460 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -8241477.500000 Penalty: 5712.321777
	Iteration 44Q: 3 clusters Score -8241478 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -8241540.000000 Penalty: 5712.321777
	Iteration 45Q: 3 clusters Score -8241540 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -8241615.000000 Penalty: 5712.321777
	Iteration 46Q: 3 clusters Score -8241615 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -8241667.500000 Penalty: 5712.321777
	Iteration 47Q: 3 clusters Score -8241668 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 94992 members 
Entering Unmasked Estep 
Score: -8241700.000000 Penalty: 5712.321777
	Iteration 48Q: 3 clusters Score -8241700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -8241768.500000 Penalty: 5712.321777
	Iteration 49Q: 3 clusters Score -8241768 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -8241819.500000 Penalty: 5712.321777
	Iteration 50Q: 3 clusters Score -8241820 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -8241864.500000 Penalty: 5712.321777
	Iteration 51Q: 3 clusters Score -8241864 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -8241889.500000 Penalty: 5712.321777
	Iteration 52Q: 3 clusters Score -8241890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -8241932.000000 Penalty: 5712.321777
	Iteration 53Q: 3 clusters Score -8241932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 96114 members 
Entering Unmasked Estep 
Score: -8241959.000000 Penalty: 5712.321777
	Iteration 54Q: 3 clusters Score -8241959 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -8241987.000000 Penalty: 5712.321777
	Iteration 55Q: 3 clusters Score -8241987 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -8242008.000000 Penalty: 5712.321777
	Iteration 56Q: 3 clusters Score -8242008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -8242071.000000 Penalty: 5712.321777
	Iteration 57Q: 3 clusters Score -8242071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -8242109.500000 Penalty: 5712.321777
	Iteration 58Q: 3 clusters Score -8242110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -8242124.000000 Penalty: 5712.321777
	Iteration 59Q: 3 clusters Score -8242124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -8242163.000000 Penalty: 5712.321777
	Iteration 60F: 3 clusters Score -8242163 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -8242158.000000 Penalty: 5712.321777
	Iteration 61Q: 3 clusters Score -8242158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 97078 members 
Entering Unmasked Estep 
Score: -8242187.000000 Penalty: 5712.321777
	Iteration 62Q: 3 clusters Score -8242187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -8242198.500000 Penalty: 5712.321777
	Iteration 63Q: 3 clusters Score -8242198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -8242219.500000 Penalty: 5712.321777
	Iteration 64Q: 3 clusters Score -8242220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -8242249.500000 Penalty: 5712.321777
	Iteration 65Q: 3 clusters Score -8242250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -8242269.500000 Penalty: 5712.321777
	Iteration 66Q: 3 clusters Score -8242270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -8242267.000000 Penalty: 5712.321777
	Iteration 67Q: 3 clusters Score -8242267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 97439 members 
Entering Unmasked Estep 
Score: -8242293.500000 Penalty: 5712.321777
	Iteration 68Q: 3 clusters Score -8242294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 97482 members 
Entering Unmasked Estep 
Score: -8242299.500000 Penalty: 5712.321777
	Iteration 69Q: 3 clusters Score -8242300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -8242298.500000 Penalty: 5712.321777
	Iteration 70Q: 3 clusters Score -8242298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -8242295.500000 Penalty: 5712.321777
	Iteration 71Q: 3 clusters Score -8242296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 97620 members 
Entering Unmasked Estep 
Score: -8242311.500000 Penalty: 5712.321777
	Iteration 72Q: 3 clusters Score -8242312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -8242318.000000 Penalty: 5712.321777
	Iteration 73Q: 3 clusters Score -8242318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -8242312.000000 Penalty: 5712.321777
	Iteration 74Q: 3 clusters Score -8242312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -8242303.000000 Penalty: 5712.321777
	Iteration 75Q: 3 clusters Score -8242303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -8242307.000000 Penalty: 5712.321777
	Iteration 76Q: 3 clusters Score -8242307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -8242310.000000 Penalty: 5712.321777
	Iteration 77Q: 3 clusters Score -8242310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -8242316.500000 Penalty: 5712.321777
	Iteration 78Q: 3 clusters Score -8242316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -8242322.000000 Penalty: 5712.321777
	Iteration 79Q: 3 clusters Score -8242322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -8242314.500000 Penalty: 5712.321777
	Iteration 80F: 3 clusters Score -8242314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -8242319.000000 Penalty: 5712.321777
	Iteration 81Q: 3 clusters Score -8242319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 97851 members 
Entering Unmasked Estep 
Score: -8242337.500000 Penalty: 5712.321777
	Iteration 82Q: 3 clusters Score -8242338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 97866 members 
Entering Unmasked Estep 
Score: -8242339.500000 Penalty: 5712.321777
	Iteration 83Q: 3 clusters Score -8242340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -8242336.500000 Penalty: 5712.321777
	Iteration 84Q: 3 clusters Score -8242336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 97898 members 
Entering Unmasked Estep 
Score: -8242352.500000 Penalty: 5712.321777
	Iteration 85Q: 3 clusters Score -8242352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -8242345.000000 Penalty: 5712.321777
	Iteration 86Q: 3 clusters Score -8242345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -8242347.500000 Penalty: 5712.321777
	Iteration 87Q: 3 clusters Score -8242348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 97951 members 
Entering Unmasked Estep 
Score: -8242341.500000 Penalty: 5712.321777
	Iteration 88Q: 3 clusters Score -8242342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 97959 members 
Entering Unmasked Estep 
Score: -8242340.000000 Penalty: 5712.321777
	Iteration 89Q: 3 clusters Score -8242340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -8242342.500000 Penalty: 5712.321777
	Iteration 90Q: 3 clusters Score -8242342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -8242356.000000 Penalty: 5712.321777
	Iteration 91Q: 3 clusters Score -8242356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -8242357.500000 Penalty: 5712.321777
	Iteration 92Q: 3 clusters Score -8242358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -8242348.500000 Penalty: 5712.321777
	Iteration 93Q: 3 clusters Score -8242348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -8242340.500000 Penalty: 5712.321777
	Iteration 94Q: 3 clusters Score -8242340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 98030 members 
Entering Unmasked Estep 
Score: -8242349.500000 Penalty: 5712.321777
	Iteration 95Q: 3 clusters Score -8242350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -8242362.500000 Penalty: 5712.321777
	Iteration 96Q: 3 clusters Score -8242362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 98053 members 
Entering Unmasked Estep 
Score: -8242363.500000 Penalty: 5712.321777
	Iteration 97Q: 3 clusters Score -8242364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -8242349.500000 Penalty: 5712.321777
	Iteration 98Q: 3 clusters Score -8242350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -8242349.500000 Penalty: 5712.321777
	Iteration 99F: 3 clusters Score -8242350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Entering Unmasked Estep 
Score: -13124482.000000 Penalty: 2973.296143
	Iteration 0F: 2 clusters Score -1.312448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -13017188.000000 Penalty: 5946.592285
	Iteration 0F: 3 clusters Score -1.301719e+07 nChanged 76953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -13061119.000000 Penalty: 5946.592285
	Iteration 1F: 3 clusters Score -1.306112e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77237 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -13061776.000000 Penalty: 5946.592285
	Iteration 2Q: 3 clusters Score -1.306178e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -13062538.000000 Penalty: 5946.592285
	Iteration 3Q: 3 clusters Score -1.306254e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72076 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -13063593.000000 Penalty: 5946.592285
	Iteration 4Q: 3 clusters Score -1.306359e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -13065289.000000 Penalty: 5946.592285
	Iteration 5Q: 3 clusters Score -1.306529e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 100581 members 
Entering Unmasked Estep 
Score: -13068558.000000 Penalty: 5946.592285
	Iteration 6Q: 3 clusters Score -1.306856e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -13074884.000000 Penalty: 5946.592285
	Iteration 7F: 3 clusters Score -1.307488e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -13085564.000000 Penalty: 5946.592285
	Iteration 8F: 3 clusters Score -1.308556e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 138627 members 
Entering Unmasked Estep 
Score: -13099733.000000 Penalty: 5946.592285
	Iteration 9F: 3 clusters Score -1.309973e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -13112150.000000 Penalty: 5946.592285
	Iteration 10F: 3 clusters Score -1.311215e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -13118431.000000 Penalty: 5946.592285
	Iteration 11Q: 3 clusters Score -1.311843e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -13120664.000000 Penalty: 5946.592285
	Iteration 12Q: 3 clusters Score -1.312066e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 160121 members 
Entering Unmasked Estep 
Score: -13121407.000000 Penalty: 5946.592285
	Iteration 13Q: 3 clusters Score -1.312141e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -13121676.000000 Penalty: 5946.592285
	Iteration 14Q: 3 clusters Score -1.312168e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -13121806.000000 Penalty: 5946.592285
	Iteration 15Q: 3 clusters Score -1.312181e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -13121855.000000 Penalty: 5946.592285
	Iteration 16Q: 3 clusters Score -1.312186e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -13121924.000000 Penalty: 5946.592285
	Iteration 17Q: 3 clusters Score -1.312192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 160586 members 
Entering Unmasked Estep 
Score: -13121928.000000 Penalty: 5946.592285
	Iteration 18Q: 3 clusters Score -1.312193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -13121933.000000 Penalty: 5946.592285
	Iteration 19Q: 3 clusters Score -1.312193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 160607 members 
Entering Unmasked Estep 
Score: -13121946.000000 Penalty: 5946.592285
	Iteration 20F: 3 clusters Score -1.312195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -13121964.000000 Penalty: 5946.592285
	Iteration 21Q: 3 clusters Score -1.312196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 160615 members 
Entering Unmasked Estep 
Score: -13121977.000000 Penalty: 5946.592285
	Iteration 22Q: 3 clusters Score -1.312198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160622 members 
Entering Unmasked Estep 
Score: -13121976.000000 Penalty: 5946.592285
	Iteration 23Q: 3 clusters Score -1.312198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -13121991.000000 Penalty: 5946.592285
	Iteration 24Q: 3 clusters Score -1.312199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -13121990.000000 Penalty: 5946.592285
	Iteration 25Q: 3 clusters Score -1.312199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 160632 members 
Entering Unmasked Estep 
Score: -13121992.000000 Penalty: 5946.592285
	Iteration 26Q: 3 clusters Score -1.312199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 160636 members 
Entering Unmasked Estep 
Score: -13122004.000000 Penalty: 5946.592285
	Iteration 27Q: 3 clusters Score -1.3122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -13122004.000000 Penalty: 5946.592285
	Iteration 28Q: 3 clusters Score -1.3122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 160636 members 
Entering Unmasked Estep 
Score: -13122002.000000 Penalty: 5946.592285
	Iteration 29Q: 3 clusters Score -1.3122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160635 members 
Entering Unmasked Estep 
Score: -13121999.000000 Penalty: 5946.592285
	Iteration 30Q: 3 clusters Score -1.3122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160635 members 
Entering Unmasked Estep 
Score: -13121999.000000 Penalty: 5946.592285
	Iteration 31F: 3 clusters Score -1.3122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -297360.781250 Penalty: 2055.556396
	Iteration 0F: 2 clusters Score -297360.8 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 1967 members 
Entering Unmasked Estep 
Score: -293466.000000 Penalty: 4111.112793
	Iteration 0F: 3 clusters Score -293466 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -294439.312500 Penalty: 4111.112793
	Iteration 1F: 3 clusters Score -294439.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -294790.218750 Penalty: 4111.112793
	Iteration 2F: 3 clusters Score -294790.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -295076.437500 Penalty: 4111.112793
	Iteration 3F: 3 clusters Score -295076.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -295338.000000 Penalty: 4111.112793
	Iteration 4F: 3 clusters Score -295338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -295579.156250 Penalty: 4111.112793
	Iteration 5F: 3 clusters Score -295579.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -295801.156250 Penalty: 4111.112793
	Iteration 6F: 3 clusters Score -295801.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -296025.375000 Penalty: 4111.112793
	Iteration 7F: 3 clusters Score -296025.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -296225.687500 Penalty: 4111.112793
	Iteration 8Q: 3 clusters Score -296225.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -296401.000000 Penalty: 4111.112793
	Iteration 9Q: 3 clusters Score -296401 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -296551.593750 Penalty: 4111.112793
	Iteration 10Q: 3 clusters Score -296551.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -296678.781250 Penalty: 4111.112793
	Iteration 11Q: 3 clusters Score -296678.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -296772.062500 Penalty: 4111.112793
	Iteration 12Q: 3 clusters Score -296772.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -296848.437500 Penalty: 4111.112793
	Iteration 13Q: 3 clusters Score -296848.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -296932.406250 Penalty: 4111.112793
	Iteration 14Q: 3 clusters Score -296932.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -297048.875000 Penalty: 4111.112793
	Iteration 15Q: 3 clusters Score -297048.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -297207.781250 Penalty: 4111.112793
	Iteration 16Q: 3 clusters Score -297207.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -297341.875000 Penalty: 4111.112793
	Iteration 17Q: 3 clusters Score -297341.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -297389.937500 Penalty: 4111.112793
	Iteration 18Q: 3 clusters Score -297389.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -297403.093750 Penalty: 4111.112793
	Iteration 19Q: 3 clusters Score -297403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -297408.093750 Penalty: 4111.112793
	Iteration 20F: 3 clusters Score -297408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -297412.531250 Penalty: 4111.112793
	Iteration 21Q: 3 clusters Score -297412.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -297415.062500 Penalty: 4111.112793
	Iteration 22Q: 3 clusters Score -297415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -297418.156250 Penalty: 4111.112793
	Iteration 23Q: 3 clusters Score -297418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -297421.843750 Penalty: 4111.112793
	Iteration 24Q: 3 clusters Score -297421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -297425.625000 Penalty: 4111.112793
	Iteration 25Q: 3 clusters Score -297425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -297427.031250 Penalty: 4111.112793
	Iteration 26Q: 3 clusters Score -297427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -297429.625000 Penalty: 4111.112793
	Iteration 27Q: 3 clusters Score -297429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -297433.750000 Penalty: 4111.112793
	Iteration 28Q: 3 clusters Score -297433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -297435.468750 Penalty: 4111.112793
	Iteration 29Q: 3 clusters Score -297435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -297437.031250 Penalty: 4111.112793
	Iteration 30Q: 3 clusters Score -297437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -297441.281250 Penalty: 4111.112793
	Iteration 31Q: 3 clusters Score -297441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -297446.875000 Penalty: 4111.112793
	Iteration 32Q: 3 clusters Score -297446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -297452.656250 Penalty: 4111.112793
	Iteration 33Q: 3 clusters Score -297452.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -297458.531250 Penalty: 4111.112793
	Iteration 34Q: 3 clusters Score -297458.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -297465.812500 Penalty: 4111.112793
	Iteration 35Q: 3 clusters Score -297465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -297475.250000 Penalty: 4111.112793
	Iteration 36Q: 3 clusters Score -297475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -297482.312500 Penalty: 4111.112793
	Iteration 37Q: 3 clusters Score -297482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -297488.718750 Penalty: 4111.112793
	Iteration 38Q: 3 clusters Score -297488.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -297501.031250 Penalty: 4111.112793
	Iteration 39Q: 3 clusters Score -297501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -297518.156250 Penalty: 4111.112793
	Iteration 40F: 3 clusters Score -297518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -297530.187500 Penalty: 4111.112793
	Iteration 41Q: 3 clusters Score -297530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -297549.625000 Penalty: 4111.112793
	Iteration 42Q: 3 clusters Score -297549.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -297590.562500 Penalty: 4111.112793
	Iteration 43Q: 3 clusters Score -297590.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -297649.750000 Penalty: 4111.112793
	Iteration 44Q: 3 clusters Score -297649.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -297726.437500 Penalty: 4111.112793
	Iteration 45Q: 3 clusters Score -297726.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -297799.968750 Penalty: 4111.112793
	Iteration 46Q: 3 clusters Score -297800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -297825.843750 Penalty: 4111.112793
	Iteration 47Q: 3 clusters Score -297825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -297831.031250 Penalty: 4111.112793
	Iteration 48Q: 3 clusters Score -297831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -297832.156250 Penalty: 4111.112793
	Iteration 49Q: 3 clusters Score -297832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -297832.156250 Penalty: 4111.112793
	Iteration 50F: 3 clusters Score -297832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19762 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 245047 members 
Mstep: Class 6 contains 30885 members 
Mstep: Class 7 contains 39814 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850147 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37650 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100386 members 
Mstep: Class 18 contains 160990 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30968 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28985 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7799 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36249 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Mstep: Class 36 contains 2054 members 
Entering Unmasked Estep 
Score: -142789728.000000 Penalty: 128699.546875
Splitting cluster 19 changes total score from -142790768.000000 to -142789728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -322817.718750 Penalty: 2070.789551
	Iteration 0F: 2 clusters Score -322817.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -318775.437500 Penalty: 4141.579102
	Iteration 0F: 3 clusters Score -318775.4 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -319701.781250 Penalty: 4141.579102
	Iteration 1F: 3 clusters Score -319701.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -319936.125000 Penalty: 4141.579102
	Iteration 2F: 3 clusters Score -319936.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -320107.000000 Penalty: 4141.579102
	Iteration 3F: 3 clusters Score -320107 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -320278.625000 Penalty: 4141.579102
	Iteration 4F: 3 clusters Score -320278.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -320424.687500 Penalty: 4141.579102
	Iteration 5Q: 3 clusters Score -320424.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -320554.906250 Penalty: 4141.579102
	Iteration 6Q: 3 clusters Score -320554.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -320643.531250 Penalty: 4141.579102
	Iteration 7Q: 3 clusters Score -320643.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -320705.468750 Penalty: 4141.579102
	Iteration 8Q: 3 clusters Score -320705.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -320747.906250 Penalty: 4141.579102
	Iteration 9Q: 3 clusters Score -320747.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -320785.218750 Penalty: 4141.579102
	Iteration 10Q: 3 clusters Score -320785.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -320820.406250 Penalty: 4141.579102
	Iteration 11Q: 3 clusters Score -320820.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -320855.750000 Penalty: 4141.579102
	Iteration 12Q: 3 clusters Score -320855.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -320884.656250 Penalty: 4141.579102
	Iteration 13Q: 3 clusters Score -320884.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -320910.156250 Penalty: 4141.579102
	Iteration 14Q: 3 clusters Score -320910.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -320942.468750 Penalty: 4141.579102
	Iteration 15Q: 3 clusters Score -320942.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -320974.500000 Penalty: 4141.579102
	Iteration 16Q: 3 clusters Score -320974.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -321010.625000 Penalty: 4141.579102
	Iteration 17Q: 3 clusters Score -321010.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -321034.781250 Penalty: 4141.579102
	Iteration 18Q: 3 clusters Score -321034.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -321054.000000 Penalty: 4141.579102
	Iteration 19Q: 3 clusters Score -321054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -321076.906250 Penalty: 4141.579102
	Iteration 20F: 3 clusters Score -321076.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -321105.843750 Penalty: 4141.579102
	Iteration 21Q: 3 clusters Score -321105.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -321135.000000 Penalty: 4141.579102
	Iteration 22Q: 3 clusters Score -321135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -321160.718750 Penalty: 4141.579102
	Iteration 23Q: 3 clusters Score -321160.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -321191.968750 Penalty: 4141.579102
	Iteration 24Q: 3 clusters Score -321192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -321231.312500 Penalty: 4141.579102
	Iteration 25Q: 3 clusters Score -321231.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -321267.375000 Penalty: 4141.579102
	Iteration 26Q: 3 clusters Score -321267.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -321308.031250 Penalty: 4141.579102
	Iteration 27Q: 3 clusters Score -321308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -321344.812500 Penalty: 4141.579102
	Iteration 28Q: 3 clusters Score -321344.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -321372.843750 Penalty: 4141.579102
	Iteration 29Q: 3 clusters Score -321372.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -321394.937500 Penalty: 4141.579102
	Iteration 30Q: 3 clusters Score -321394.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -321416.093750 Penalty: 4141.579102
	Iteration 31Q: 3 clusters Score -321416.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -321427.718750 Penalty: 4141.579102
	Iteration 32Q: 3 clusters Score -321427.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -321439.625000 Penalty: 4141.579102
	Iteration 33Q: 3 clusters Score -321439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -321446.718750 Penalty: 4141.579102
	Iteration 34Q: 3 clusters Score -321446.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -321450.937500 Penalty: 4141.579102
	Iteration 35Q: 3 clusters Score -321450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -321454.468750 Penalty: 4141.579102
	Iteration 36Q: 3 clusters Score -321454.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -321460.406250 Penalty: 4141.579102
	Iteration 37Q: 3 clusters Score -321460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -321463.531250 Penalty: 4141.579102
	Iteration 38Q: 3 clusters Score -321463.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -321469.406250 Penalty: 4141.579102
	Iteration 39Q: 3 clusters Score -321469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -321475.375000 Penalty: 4141.579102
	Iteration 40F: 3 clusters Score -321475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -321479.687500 Penalty: 4141.579102
	Iteration 41Q: 3 clusters Score -321479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -321484.781250 Penalty: 4141.579102
	Iteration 42Q: 3 clusters Score -321484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -321487.593750 Penalty: 4141.579102
	Iteration 43Q: 3 clusters Score -321487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -321491.031250 Penalty: 4141.579102
	Iteration 44Q: 3 clusters Score -321491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -321492.593750 Penalty: 4141.579102
	Iteration 45Q: 3 clusters Score -321492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -321494.562500 Penalty: 4141.579102
	Iteration 46Q: 3 clusters Score -321494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -321497.750000 Penalty: 4141.579102
	Iteration 47Q: 3 clusters Score -321497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -321499.906250 Penalty: 4141.579102
	Iteration 48Q: 3 clusters Score -321499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -321501.468750 Penalty: 4141.579102
	Iteration 49Q: 3 clusters Score -321501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -321502.625000 Penalty: 4141.579102
	Iteration 50Q: 3 clusters Score -321502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -321504.156250 Penalty: 4141.579102
	Iteration 51Q: 3 clusters Score -321504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -321506.281250 Penalty: 4141.579102
	Iteration 52Q: 3 clusters Score -321506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -321508.031250 Penalty: 4141.579102
	Iteration 53Q: 3 clusters Score -321508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -321509.031250 Penalty: 4141.579102
	Iteration 54Q: 3 clusters Score -321509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -321509.031250 Penalty: 4141.579102
	Iteration 55F: 3 clusters Score -321509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -197703.859375 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -197703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -194708.953125 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -194709 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195358.328125 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -195358.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -195578.515625 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -195578.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -195698.625000 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -195698.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -195767.234375 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -195767.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -195817.546875 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -195817.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -195856.343750 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -195856.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -195884.453125 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -195884.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -195904.515625 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -195904.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -195925.968750 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -195926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -195945.265625 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -195945.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -195963.250000 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -195963.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -195973.968750 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -195974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -195982.546875 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -195982.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -195990.687500 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -195990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -195996.828125 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -195996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -195999.671875 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -195999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -196001.828125 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -196001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -196006.265625 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -196006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -196011.281250 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -196011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -196015.718750 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -196015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -196018.718750 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -196018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -196020.828125 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -196020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -196023.406250 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -196023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -196027.906250 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -196027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -196033.359375 Penalty: 3905.870605
	Iteration 25Q: 3 clusters Score -196033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -196041.046875 Penalty: 3905.870605
	Iteration 26Q: 3 clusters Score -196041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -196045.421875 Penalty: 3905.870605
	Iteration 27Q: 3 clusters Score -196045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -196049.546875 Penalty: 3905.870605
	Iteration 28Q: 3 clusters Score -196049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -196052.937500 Penalty: 3905.870605
	Iteration 29Q: 3 clusters Score -196052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -196059.796875 Penalty: 3905.870605
	Iteration 30Q: 3 clusters Score -196059.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -196066.968750 Penalty: 3905.870605
	Iteration 31Q: 3 clusters Score -196067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -196072.500000 Penalty: 3905.870605
	Iteration 32Q: 3 clusters Score -196072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -196076.578125 Penalty: 3905.870605
	Iteration 33Q: 3 clusters Score -196076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -196079.500000 Penalty: 3905.870605
	Iteration 34Q: 3 clusters Score -196079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -196080.093750 Penalty: 3905.870605
	Iteration 35Q: 3 clusters Score -196080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -196080.984375 Penalty: 3905.870605
	Iteration 36Q: 3 clusters Score -196081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -196081.656250 Penalty: 3905.870605
	Iteration 37Q: 3 clusters Score -196081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -196081.656250 Penalty: 3905.870605
	Iteration 38F: 3 clusters Score -196081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Entering Unmasked Estep 
Score: -2252885.750000 Penalty: 2564.496094
	Iteration 0F: 2 clusters Score -2252886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2231686.250000 Penalty: 5128.992188
	Iteration 0F: 3 clusters Score -2231686 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2239498.500000 Penalty: 5128.992188
	Iteration 1F: 3 clusters Score -2239498 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2240136.250000 Penalty: 5128.992188
	Iteration 2F: 3 clusters Score -2240136 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2240771.750000 Penalty: 5128.992188
	Iteration 3Q: 3 clusters Score -2240772 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2241384.500000 Penalty: 5128.992188
	Iteration 4Q: 3 clusters Score -2241384 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2242090.250000 Penalty: 5128.992188
	Iteration 5Q: 3 clusters Score -2242090 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2242934.250000 Penalty: 5128.992188
	Iteration 6F: 3 clusters Score -2242934 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2243940.250000 Penalty: 5128.992188
	Iteration 7F: 3 clusters Score -2243940 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2245099.500000 Penalty: 5128.992188
	Iteration 8F: 3 clusters Score -2245100 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2246309.000000 Penalty: 5128.992188
	Iteration 9F: 3 clusters Score -2246309 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2247328.750000 Penalty: 5128.992188
	Iteration 10Q: 3 clusters Score -2247329 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2248100.750000 Penalty: 5128.992188
	Iteration 11Q: 3 clusters Score -2248101 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2248668.500000 Penalty: 5128.992188
	Iteration 12Q: 3 clusters Score -2248668 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2249069.250000 Penalty: 5128.992188
	Iteration 13Q: 3 clusters Score -2249069 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2249336.500000 Penalty: 5128.992188
	Iteration 14Q: 3 clusters Score -2249336 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2249493.750000 Penalty: 5128.992188
	Iteration 15Q: 3 clusters Score -2249494 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2249634.000000 Penalty: 5128.992188
	Iteration 16Q: 3 clusters Score -2249634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2249744.500000 Penalty: 5128.992188
	Iteration 17Q: 3 clusters Score -2249744 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2249831.750000 Penalty: 5128.992188
	Iteration 18Q: 3 clusters Score -2249832 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2249885.250000 Penalty: 5128.992188
	Iteration 19Q: 3 clusters Score -2249885 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2249939.750000 Penalty: 5128.992188
	Iteration 20F: 3 clusters Score -2249940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2250007.750000 Penalty: 5128.992188
	Iteration 21Q: 3 clusters Score -2250008 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2250049.000000 Penalty: 5128.992188
	Iteration 22Q: 3 clusters Score -2250049 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2250080.000000 Penalty: 5128.992188
	Iteration 23Q: 3 clusters Score -2250080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2250111.500000 Penalty: 5128.992188
	Iteration 24Q: 3 clusters Score -2250112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2250163.000000 Penalty: 5128.992188
	Iteration 25Q: 3 clusters Score -2250163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2250194.750000 Penalty: 5128.992188
	Iteration 26Q: 3 clusters Score -2250195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2250225.250000 Penalty: 5128.992188
	Iteration 27Q: 3 clusters Score -2250225 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2250251.250000 Penalty: 5128.992188
	Iteration 28Q: 3 clusters Score -2250251 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2250269.750000 Penalty: 5128.992188
	Iteration 29Q: 3 clusters Score -2250270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2250292.250000 Penalty: 5128.992188
	Iteration 30Q: 3 clusters Score -2250292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2250304.000000 Penalty: 5128.992188
	Iteration 31Q: 3 clusters Score -2250304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2250311.500000 Penalty: 5128.992188
	Iteration 32Q: 3 clusters Score -2250312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2250334.500000 Penalty: 5128.992188
	Iteration 33Q: 3 clusters Score -2250334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2250349.750000 Penalty: 5128.992188
	Iteration 34Q: 3 clusters Score -2250350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2250366.750000 Penalty: 5128.992188
	Iteration 35Q: 3 clusters Score -2250367 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2250388.750000 Penalty: 5128.992188
	Iteration 36Q: 3 clusters Score -2250389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2250410.750000 Penalty: 5128.992188
	Iteration 37Q: 3 clusters Score -2250411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2250428.750000 Penalty: 5128.992188
	Iteration 38Q: 3 clusters Score -2250429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2250460.250000 Penalty: 5128.992188
	Iteration 39Q: 3 clusters Score -2250460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2250484.750000 Penalty: 5128.992188
	Iteration 40F: 3 clusters Score -2250485 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2250503.000000 Penalty: 5128.992188
	Iteration 41Q: 3 clusters Score -2250503 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2250527.250000 Penalty: 5128.992188
	Iteration 42Q: 3 clusters Score -2250527 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2250547.250000 Penalty: 5128.992188
	Iteration 43Q: 3 clusters Score -2250547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2250567.750000 Penalty: 5128.992188
	Iteration 44Q: 3 clusters Score -2250568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2250585.500000 Penalty: 5128.992188
	Iteration 45Q: 3 clusters Score -2250586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2250607.750000 Penalty: 5128.992188
	Iteration 46Q: 3 clusters Score -2250608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2250627.500000 Penalty: 5128.992188
	Iteration 47Q: 3 clusters Score -2250628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2250646.250000 Penalty: 5128.992188
	Iteration 48Q: 3 clusters Score -2250646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2250663.500000 Penalty: 5128.992188
	Iteration 49Q: 3 clusters Score -2250664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2250680.000000 Penalty: 5128.992188
	Iteration 50Q: 3 clusters Score -2250680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2250690.250000 Penalty: 5128.992188
	Iteration 51Q: 3 clusters Score -2250690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2250701.750000 Penalty: 5128.992188
	Iteration 52Q: 3 clusters Score -2250702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2250709.500000 Penalty: 5128.992188
	Iteration 53Q: 3 clusters Score -2250710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2250718.500000 Penalty: 5128.992188
	Iteration 54Q: 3 clusters Score -2250718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2250738.750000 Penalty: 5128.992188
	Iteration 55Q: 3 clusters Score -2250739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2250748.000000 Penalty: 5128.992188
	Iteration 56Q: 3 clusters Score -2250748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2250747.000000 Penalty: 5128.992188
	Iteration 57Q: 3 clusters Score -2250747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2250763.500000 Penalty: 5128.992188
	Iteration 58Q: 3 clusters Score -2250764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2250774.000000 Penalty: 5128.992188
	Iteration 59Q: 3 clusters Score -2250774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2250778.750000 Penalty: 5128.992188
	Iteration 60F: 3 clusters Score -2250779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2250781.250000 Penalty: 5128.992188
	Iteration 61Q: 3 clusters Score -2250781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2250785.500000 Penalty: 5128.992188
	Iteration 62Q: 3 clusters Score -2250786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2250793.500000 Penalty: 5128.992188
	Iteration 63Q: 3 clusters Score -2250794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2250801.250000 Penalty: 5128.992188
	Iteration 64Q: 3 clusters Score -2250801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2250815.000000 Penalty: 5128.992188
	Iteration 65Q: 3 clusters Score -2250815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2250825.000000 Penalty: 5128.992188
	Iteration 66Q: 3 clusters Score -2250825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2250839.250000 Penalty: 5128.992188
	Iteration 67Q: 3 clusters Score -2250839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2250851.750000 Penalty: 5128.992188
	Iteration 68Q: 3 clusters Score -2250852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2250863.500000 Penalty: 5128.992188
	Iteration 69Q: 3 clusters Score -2250864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2250881.750000 Penalty: 5128.992188
	Iteration 70Q: 3 clusters Score -2250882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2250894.000000 Penalty: 5128.992188
	Iteration 71Q: 3 clusters Score -2250894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2250914.250000 Penalty: 5128.992188
	Iteration 72Q: 3 clusters Score -2250914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2250927.250000 Penalty: 5128.992188
	Iteration 73Q: 3 clusters Score -2250927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2250948.250000 Penalty: 5128.992188
	Iteration 74Q: 3 clusters Score -2250948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2250962.750000 Penalty: 5128.992188
	Iteration 75Q: 3 clusters Score -2250963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2250968.500000 Penalty: 5128.992188
	Iteration 76Q: 3 clusters Score -2250968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2250980.250000 Penalty: 5128.992188
	Iteration 77Q: 3 clusters Score -2250980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2250988.250000 Penalty: 5128.992188
	Iteration 78Q: 3 clusters Score -2250988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2250989.500000 Penalty: 5128.992188
	Iteration 79Q: 3 clusters Score -2250990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2250998.500000 Penalty: 5128.992188
	Iteration 80F: 3 clusters Score -2250998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2251002.250000 Penalty: 5128.992188
	Iteration 81Q: 3 clusters Score -2251002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2251007.500000 Penalty: 5128.992188
	Iteration 82Q: 3 clusters Score -2251008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2251012.000000 Penalty: 5128.992188
	Iteration 83Q: 3 clusters Score -2251012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2251017.000000 Penalty: 5128.992188
	Iteration 84Q: 3 clusters Score -2251017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2251019.250000 Penalty: 5128.992188
	Iteration 85Q: 3 clusters Score -2251019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2251032.500000 Penalty: 5128.992188
	Iteration 86Q: 3 clusters Score -2251032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2251038.500000 Penalty: 5128.992188
	Iteration 87Q: 3 clusters Score -2251038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2251052.250000 Penalty: 5128.992188
	Iteration 88Q: 3 clusters Score -2251052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2251055.000000 Penalty: 5128.992188
	Iteration 89Q: 3 clusters Score -2251055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2251066.000000 Penalty: 5128.992188
	Iteration 90Q: 3 clusters Score -2251066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2251072.500000 Penalty: 5128.992188
	Iteration 91Q: 3 clusters Score -2251072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2251076.000000 Penalty: 5128.992188
	Iteration 92Q: 3 clusters Score -2251076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2251077.250000 Penalty: 5128.992188
	Iteration 93Q: 3 clusters Score -2251077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2251084.000000 Penalty: 5128.992188
	Iteration 94Q: 3 clusters Score -2251084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2251083.750000 Penalty: 5128.992188
	Iteration 95Q: 3 clusters Score -2251084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2251085.000000 Penalty: 5128.992188
	Iteration 96Q: 3 clusters Score -2251085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2251083.500000 Penalty: 5128.992188
	Iteration 97Q: 3 clusters Score -2251084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2251083.750000 Penalty: 5128.992188
	Iteration 98Q: 3 clusters Score -2251084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2251087.000000 Penalty: 5128.992188
	Iteration 99Q: 3 clusters Score -2251087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2251090.000000 Penalty: 5128.992188
	Iteration 100F: 3 clusters Score -2251090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2251086.250000 Penalty: 5128.992188
	Iteration 101Q: 3 clusters Score -2251086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2251091.750000 Penalty: 5128.992188
	Iteration 102Q: 3 clusters Score -2251092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2251094.000000 Penalty: 5128.992188
	Iteration 103Q: 3 clusters Score -2251094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2251094.000000 Penalty: 5128.992188
	Iteration 104Q: 3 clusters Score -2251094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2251097.000000 Penalty: 5128.992188
	Iteration 105Q: 3 clusters Score -2251097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2251099.750000 Penalty: 5128.992188
	Iteration 106Q: 3 clusters Score -2251100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2251096.500000 Penalty: 5128.992188
	Iteration 107Q: 3 clusters Score -2251096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2251098.750000 Penalty: 5128.992188
	Iteration 108Q: 3 clusters Score -2251099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2251099.250000 Penalty: 5128.992188
	Iteration 109Q: 3 clusters Score -2251099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2251105.000000 Penalty: 5128.992188
	Iteration 110Q: 3 clusters Score -2251105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2251105.500000 Penalty: 5128.992188
	Iteration 111Q: 3 clusters Score -2251106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2251109.000000 Penalty: 5128.992188
	Iteration 112Q: 3 clusters Score -2251109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2251115.000000 Penalty: 5128.992188
	Iteration 113Q: 3 clusters Score -2251115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2251115.000000 Penalty: 5128.992188
	Iteration 114Q: 3 clusters Score -2251115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2251114.750000 Penalty: 5128.992188
	Iteration 115Q: 3 clusters Score -2251115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2251112.250000 Penalty: 5128.992188
	Iteration 116Q: 3 clusters Score -2251112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2251113.250000 Penalty: 5128.992188
	Iteration 117Q: 3 clusters Score -2251113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2251114.250000 Penalty: 5128.992188
	Iteration 118Q: 3 clusters Score -2251114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2251114.250000 Penalty: 5128.992188
	Iteration 119Q: 3 clusters Score -2251114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2251114.250000 Penalty: 5128.992188
	Iteration 120F: 3 clusters Score -2251114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -923199.312500 Penalty: 2332.318115
	Iteration 0F: 2 clusters Score -923199.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -914127.562500 Penalty: 4664.636230
	Iteration 0F: 3 clusters Score -914127.6 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -916910.000000 Penalty: 4664.636230
	Iteration 1F: 3 clusters Score -916910 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -917553.125000 Penalty: 4664.636230
	Iteration 2F: 3 clusters Score -917553.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -918535.937500 Penalty: 4664.636230
	Iteration 3F: 3 clusters Score -918535.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -919663.000000 Penalty: 4664.636230
	Iteration 4F: 3 clusters Score -919663 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -920577.500000 Penalty: 4664.636230
	Iteration 5F: 3 clusters Score -920577.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -921235.625000 Penalty: 4664.636230
	Iteration 6F: 3 clusters Score -921235.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -921715.812500 Penalty: 4664.636230
	Iteration 7Q: 3 clusters Score -921715.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -922089.125000 Penalty: 4664.636230
	Iteration 8Q: 3 clusters Score -922089.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -922337.375000 Penalty: 4664.636230
	Iteration 9Q: 3 clusters Score -922337.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -922470.375000 Penalty: 4664.636230
	Iteration 10Q: 3 clusters Score -922470.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -922555.562500 Penalty: 4664.636230
	Iteration 11Q: 3 clusters Score -922555.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -922619.625000 Penalty: 4664.636230
	Iteration 12Q: 3 clusters Score -922619.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -922665.125000 Penalty: 4664.636230
	Iteration 13Q: 3 clusters Score -922665.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -922705.687500 Penalty: 4664.636230
	Iteration 14Q: 3 clusters Score -922705.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -922759.625000 Penalty: 4664.636230
	Iteration 15Q: 3 clusters Score -922759.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -922810.500000 Penalty: 4664.636230
	Iteration 16Q: 3 clusters Score -922810.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -922865.875000 Penalty: 4664.636230
	Iteration 17Q: 3 clusters Score -922865.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -922904.812500 Penalty: 4664.636230
	Iteration 18Q: 3 clusters Score -922904.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -922934.312500 Penalty: 4664.636230
	Iteration 19Q: 3 clusters Score -922934.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -922961.687500 Penalty: 4664.636230
	Iteration 20F: 3 clusters Score -922961.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -922973.375000 Penalty: 4664.636230
	Iteration 21Q: 3 clusters Score -922973.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -922987.687500 Penalty: 4664.636230
	Iteration 22Q: 3 clusters Score -922987.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -922996.625000 Penalty: 4664.636230
	Iteration 23Q: 3 clusters Score -922996.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -922999.125000 Penalty: 4664.636230
	Iteration 24Q: 3 clusters Score -922999.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -923005.562500 Penalty: 4664.636230
	Iteration 25Q: 3 clusters Score -923005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -923014.500000 Penalty: 4664.636230
	Iteration 26Q: 3 clusters Score -923014.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -923018.500000 Penalty: 4664.636230
	Iteration 27Q: 3 clusters Score -923018.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -923022.812500 Penalty: 4664.636230
	Iteration 28Q: 3 clusters Score -923022.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -923030.812500 Penalty: 4664.636230
	Iteration 29Q: 3 clusters Score -923030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -923031.562500 Penalty: 4664.636230
	Iteration 30Q: 3 clusters Score -923031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -923035.437500 Penalty: 4664.636230
	Iteration 31Q: 3 clusters Score -923035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -923035.875000 Penalty: 4664.636230
	Iteration 32Q: 3 clusters Score -923035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -923034.437500 Penalty: 4664.636230
	Iteration 33Q: 3 clusters Score -923034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -923038.125000 Penalty: 4664.636230
	Iteration 34Q: 3 clusters Score -923038.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -923039.000000 Penalty: 4664.636230
	Iteration 35Q: 3 clusters Score -923039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -923037.812500 Penalty: 4664.636230
	Iteration 36Q: 3 clusters Score -923037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -923037.687500 Penalty: 4664.636230
	Iteration 37Q: 3 clusters Score -923037.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -923040.812500 Penalty: 4664.636230
	Iteration 38Q: 3 clusters Score -923040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -923041.625000 Penalty: 4664.636230
	Iteration 39Q: 3 clusters Score -923041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -923043.125000 Penalty: 4664.636230
	Iteration 40F: 3 clusters Score -923043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -923043.125000 Penalty: 4664.636230
	Iteration 41Q: 3 clusters Score -923043.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -923044.437500 Penalty: 4664.636230
	Iteration 42Q: 3 clusters Score -923044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -923047.625000 Penalty: 4664.636230
	Iteration 43Q: 3 clusters Score -923047.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -923048.250000 Penalty: 4664.636230
	Iteration 44Q: 3 clusters Score -923048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -923051.250000 Penalty: 4664.636230
	Iteration 45Q: 3 clusters Score -923051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -923048.125000 Penalty: 4664.636230
	Iteration 46Q: 3 clusters Score -923048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -923049.000000 Penalty: 4664.636230
	Iteration 47Q: 3 clusters Score -923049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -923050.187500 Penalty: 4664.636230
	Iteration 48Q: 3 clusters Score -923050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -923054.062500 Penalty: 4664.636230
	Iteration 49Q: 3 clusters Score -923054.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -923057.375000 Penalty: 4664.636230
	Iteration 50Q: 3 clusters Score -923057.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -923058.625000 Penalty: 4664.636230
	Iteration 51Q: 3 clusters Score -923058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -923062.125000 Penalty: 4664.636230
	Iteration 52Q: 3 clusters Score -923062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -923064.000000 Penalty: 4664.636230
	Iteration 53Q: 3 clusters Score -923064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -923063.937500 Penalty: 4664.636230
	Iteration 54Q: 3 clusters Score -923063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -923068.125000 Penalty: 4664.636230
	Iteration 55Q: 3 clusters Score -923068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -923068.125000 Penalty: 4664.636230
	Iteration 56Q: 3 clusters Score -923068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -923069.937500 Penalty: 4664.636230
	Iteration 57Q: 3 clusters Score -923069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -923069.000000 Penalty: 4664.636230
	Iteration 58Q: 3 clusters Score -923069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -923067.937500 Penalty: 4664.636230
	Iteration 59Q: 3 clusters Score -923067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -923071.062500 Penalty: 4664.636230
	Iteration 60F: 3 clusters Score -923071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -923069.562500 Penalty: 4664.636230
	Iteration 61Q: 3 clusters Score -923069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -923070.312500 Penalty: 4664.636230
	Iteration 62Q: 3 clusters Score -923070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -923068.812500 Penalty: 4664.636230
	Iteration 63Q: 3 clusters Score -923068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -923068.812500 Penalty: 4664.636230
	Iteration 64F: 3 clusters Score -923068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -354227.656250 Penalty: 2074.397949
	Iteration 0F: 2 clusters Score -354227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -350120.906250 Penalty: 4148.795898
	Iteration 0F: 3 clusters Score -350120.9 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -350995.156250 Penalty: 4148.795898
	Iteration 1F: 3 clusters Score -350995.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -351166.656250 Penalty: 4148.795898
	Iteration 2F: 3 clusters Score -351166.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -351268.937500 Penalty: 4148.795898
	Iteration 3Q: 3 clusters Score -351268.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -351347.687500 Penalty: 4148.795898
	Iteration 4Q: 3 clusters Score -351347.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -351405.062500 Penalty: 4148.795898
	Iteration 5Q: 3 clusters Score -351405.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -351450.812500 Penalty: 4148.795898
	Iteration 6Q: 3 clusters Score -351450.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -351484.812500 Penalty: 4148.795898
	Iteration 7Q: 3 clusters Score -351484.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -351506.718750 Penalty: 4148.795898
	Iteration 8Q: 3 clusters Score -351506.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -351526.718750 Penalty: 4148.795898
	Iteration 9Q: 3 clusters Score -351526.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -351539.843750 Penalty: 4148.795898
	Iteration 10Q: 3 clusters Score -351539.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -351552.312500 Penalty: 4148.795898
	Iteration 11Q: 3 clusters Score -351552.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -351566.437500 Penalty: 4148.795898
	Iteration 12Q: 3 clusters Score -351566.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -351579.562500 Penalty: 4148.795898
	Iteration 13Q: 3 clusters Score -351579.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -351590.781250 Penalty: 4148.795898
	Iteration 14Q: 3 clusters Score -351590.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -351602.625000 Penalty: 4148.795898
	Iteration 15Q: 3 clusters Score -351602.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -351615.718750 Penalty: 4148.795898
	Iteration 16Q: 3 clusters Score -351615.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -351627.062500 Penalty: 4148.795898
	Iteration 17Q: 3 clusters Score -351627.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -351638.781250 Penalty: 4148.795898
	Iteration 18Q: 3 clusters Score -351638.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -351650.531250 Penalty: 4148.795898
	Iteration 19Q: 3 clusters Score -351650.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -351659.750000 Penalty: 4148.795898
	Iteration 20F: 3 clusters Score -351659.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -351665.281250 Penalty: 4148.795898
	Iteration 21Q: 3 clusters Score -351665.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -351673.625000 Penalty: 4148.795898
	Iteration 22Q: 3 clusters Score -351673.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -351682.687500 Penalty: 4148.795898
	Iteration 23Q: 3 clusters Score -351682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -351691.281250 Penalty: 4148.795898
	Iteration 24Q: 3 clusters Score -351691.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -351701.375000 Penalty: 4148.795898
	Iteration 25Q: 3 clusters Score -351701.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -351708.468750 Penalty: 4148.795898
	Iteration 26Q: 3 clusters Score -351708.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -351714.812500 Penalty: 4148.795898
	Iteration 27Q: 3 clusters Score -351714.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -351721.843750 Penalty: 4148.795898
	Iteration 28Q: 3 clusters Score -351721.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -351726.937500 Penalty: 4148.795898
	Iteration 29Q: 3 clusters Score -351726.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -351737.718750 Penalty: 4148.795898
	Iteration 30Q: 3 clusters Score -351737.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -351748.312500 Penalty: 4148.795898
	Iteration 31Q: 3 clusters Score -351748.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -351760.250000 Penalty: 4148.795898
	Iteration 32Q: 3 clusters Score -351760.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -351773.531250 Penalty: 4148.795898
	Iteration 33Q: 3 clusters Score -351773.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -351786.093750 Penalty: 4148.795898
	Iteration 34Q: 3 clusters Score -351786.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -351806.437500 Penalty: 4148.795898
	Iteration 35Q: 3 clusters Score -351806.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -351831.187500 Penalty: 4148.795898
	Iteration 36Q: 3 clusters Score -351831.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -351859.656250 Penalty: 4148.795898
	Iteration 37Q: 3 clusters Score -351859.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -351884.031250 Penalty: 4148.795898
	Iteration 38Q: 3 clusters Score -351884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -351903.906250 Penalty: 4148.795898
	Iteration 39Q: 3 clusters Score -351903.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -351921.968750 Penalty: 4148.795898
	Iteration 40F: 3 clusters Score -351922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -351937.343750 Penalty: 4148.795898
	Iteration 41Q: 3 clusters Score -351937.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -351950.375000 Penalty: 4148.795898
	Iteration 42Q: 3 clusters Score -351950.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -351966.968750 Penalty: 4148.795898
	Iteration 43Q: 3 clusters Score -351967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -351983.000000 Penalty: 4148.795898
	Iteration 44Q: 3 clusters Score -351983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -352001.718750 Penalty: 4148.795898
	Iteration 45Q: 3 clusters Score -352001.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -352027.031250 Penalty: 4148.795898
	Iteration 46Q: 3 clusters Score -352027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -352053.781250 Penalty: 4148.795898
	Iteration 47Q: 3 clusters Score -352053.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -352075.468750 Penalty: 4148.795898
	Iteration 48Q: 3 clusters Score -352075.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -352097.875000 Penalty: 4148.795898
	Iteration 49Q: 3 clusters Score -352097.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -352123.968750 Penalty: 4148.795898
	Iteration 50Q: 3 clusters Score -352124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -352148.593750 Penalty: 4148.795898
	Iteration 51Q: 3 clusters Score -352148.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -352173.218750 Penalty: 4148.795898
	Iteration 52Q: 3 clusters Score -352173.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -352187.281250 Penalty: 4148.795898
	Iteration 53Q: 3 clusters Score -352187.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -352203.375000 Penalty: 4148.795898
	Iteration 54Q: 3 clusters Score -352203.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -352217.593750 Penalty: 4148.795898
	Iteration 55Q: 3 clusters Score -352217.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -352230.375000 Penalty: 4148.795898
	Iteration 56Q: 3 clusters Score -352230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -352240.875000 Penalty: 4148.795898
	Iteration 57Q: 3 clusters Score -352240.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -352249.843750 Penalty: 4148.795898
	Iteration 58Q: 3 clusters Score -352249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -352262.031250 Penalty: 4148.795898
	Iteration 59Q: 3 clusters Score -352262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -352273.718750 Penalty: 4148.795898
	Iteration 60F: 3 clusters Score -352273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -352282.718750 Penalty: 4148.795898
	Iteration 61Q: 3 clusters Score -352282.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -352298.718750 Penalty: 4148.795898
	Iteration 62Q: 3 clusters Score -352298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -352309.968750 Penalty: 4148.795898
	Iteration 63Q: 3 clusters Score -352310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -352329.031250 Penalty: 4148.795898
	Iteration 64Q: 3 clusters Score -352329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -352344.500000 Penalty: 4148.795898
	Iteration 65Q: 3 clusters Score -352344.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -352354.718750 Penalty: 4148.795898
	Iteration 66Q: 3 clusters Score -352354.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -352364.531250 Penalty: 4148.795898
	Iteration 67Q: 3 clusters Score -352364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -352370.343750 Penalty: 4148.795898
	Iteration 68Q: 3 clusters Score -352370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -352376.312500 Penalty: 4148.795898
	Iteration 69Q: 3 clusters Score -352376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -352381.062500 Penalty: 4148.795898
	Iteration 70Q: 3 clusters Score -352381.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -352384.031250 Penalty: 4148.795898
	Iteration 71Q: 3 clusters Score -352384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -352385.312500 Penalty: 4148.795898
	Iteration 72Q: 3 clusters Score -352385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -352386.843750 Penalty: 4148.795898
	Iteration 73Q: 3 clusters Score -352386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -352387.125000 Penalty: 4148.795898
	Iteration 74Q: 3 clusters Score -352387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -352387.125000 Penalty: 4148.795898
	Iteration 75F: 3 clusters Score -352387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -347202.468750 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -347202.5 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 2223 members 
Entering Unmasked Estep 
Score: -343001.437500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -343001.4 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -343964.437500 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -343964.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -344141.750000 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -344141.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -344238.406250 Penalty: 4165.275879
	Iteration 3Q: 3 clusters Score -344238.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -344307.375000 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -344307.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -344358.500000 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -344358.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -344396.156250 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -344396.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -344422.312500 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -344422.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -344440.500000 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -344440.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -344452.875000 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -344452.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -344463.562500 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -344463.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -344476.531250 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -344476.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -344492.656250 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -344492.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -344504.062500 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -344504.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -344516.000000 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -344516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -344529.781250 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -344529.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -344539.031250 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -344539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -344549.062500 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -344549.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -344560.906250 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -344560.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -344568.968750 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -344569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -344579.125000 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -344579.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -344585.687500 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -344585.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -344594.000000 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -344594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -344602.156250 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -344602.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -344613.312500 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -344613.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -344623.062500 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -344623.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -344630.562500 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -344630.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -344642.562500 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -344642.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -344651.656250 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -344651.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -344659.125000 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -344659.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -344667.718750 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -344667.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -344675.125000 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -344675.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -344685.062500 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -344685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -344697.750000 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -344697.8 nChanged 30
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: -344711.750000 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -344711.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -344728.968750 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -344729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -344739.593750 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -344739.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -344753.687500 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -344753.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -344767.781250 Penalty: 4165.275879
	Iteration 38Q: 3 clusters Score -344767.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -344780.906250 Penalty: 4165.275879
	Iteration 39Q: 3 clusters Score -344780.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -344793.968750 Penalty: 4165.275879
	Iteration 40F: 3 clusters Score -344794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -344808.968750 Penalty: 4165.275879
	Iteration 41Q: 3 clusters Score -344809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -344822.656250 Penalty: 4165.275879
	Iteration 42Q: 3 clusters Score -344822.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -344842.000000 Penalty: 4165.275879
	Iteration 43Q: 3 clusters Score -344842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -344858.218750 Penalty: 4165.275879
	Iteration 44Q: 3 clusters Score -344858.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -344875.968750 Penalty: 4165.275879
	Iteration 45Q: 3 clusters Score -344876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -344896.250000 Penalty: 4165.275879
	Iteration 46Q: 3 clusters Score -344896.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -344914.062500 Penalty: 4165.275879
	Iteration 47Q: 3 clusters Score -344914.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -344927.187500 Penalty: 4165.275879
	Iteration 48Q: 3 clusters Score -344927.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -344939.906250 Penalty: 4165.275879
	Iteration 49Q: 3 clusters Score -344939.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -344952.000000 Penalty: 4165.275879
	Iteration 50Q: 3 clusters Score -344952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -344959.843750 Penalty: 4165.275879
	Iteration 51Q: 3 clusters Score -344959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -344968.500000 Penalty: 4165.275879
	Iteration 52Q: 3 clusters Score -344968.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -344972.000000 Penalty: 4165.275879
	Iteration 53Q: 3 clusters Score -344972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -344975.062500 Penalty: 4165.275879
	Iteration 54Q: 3 clusters Score -344975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -344977.968750 Penalty: 4165.275879
	Iteration 55Q: 3 clusters Score -344978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -344981.593750 Penalty: 4165.275879
	Iteration 56Q: 3 clusters Score -344981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -344985.937500 Penalty: 4165.275879
	Iteration 57Q: 3 clusters Score -344985.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -344993.250000 Penalty: 4165.275879
	Iteration 58Q: 3 clusters Score -344993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -345003.125000 Penalty: 4165.275879
	Iteration 59Q: 3 clusters Score -345003.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -345017.062500 Penalty: 4165.275879
	Iteration 60F: 3 clusters Score -345017.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -345033.500000 Penalty: 4165.275879
	Iteration 61Q: 3 clusters Score -345033.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -345046.593750 Penalty: 4165.275879
	Iteration 62Q: 3 clusters Score -345046.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -345060.656250 Penalty: 4165.275879
	Iteration 63Q: 3 clusters Score -345060.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -345075.562500 Penalty: 4165.275879
	Iteration 64Q: 3 clusters Score -345075.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -345086.125000 Penalty: 4165.275879
	Iteration 65Q: 3 clusters Score -345086.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -345096.406250 Penalty: 4165.275879
	Iteration 66Q: 3 clusters Score -345096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -345108.031250 Penalty: 4165.275879
	Iteration 67Q: 3 clusters Score -345108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -345115.656250 Penalty: 4165.275879
	Iteration 68Q: 3 clusters Score -345115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -345121.437500 Penalty: 4165.275879
	Iteration 69Q: 3 clusters Score -345121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -345126.500000 Penalty: 4165.275879
	Iteration 70Q: 3 clusters Score -345126.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -345132.406250 Penalty: 4165.275879
	Iteration 71Q: 3 clusters Score -345132.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -345143.062500 Penalty: 4165.275879
	Iteration 72Q: 3 clusters Score -345143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -345150.218750 Penalty: 4165.275879
	Iteration 73Q: 3 clusters Score -345150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -345158.437500 Penalty: 4165.275879
	Iteration 74Q: 3 clusters Score -345158.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -345167.375000 Penalty: 4165.275879
	Iteration 75Q: 3 clusters Score -345167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -345177.593750 Penalty: 4165.275879
	Iteration 76Q: 3 clusters Score -345177.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -345184.218750 Penalty: 4165.275879
	Iteration 77Q: 3 clusters Score -345184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -345191.437500 Penalty: 4165.275879
	Iteration 78Q: 3 clusters Score -345191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -345200.906250 Penalty: 4165.275879
	Iteration 79Q: 3 clusters Score -345200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -345205.812500 Penalty: 4165.275879
	Iteration 80F: 3 clusters Score -345205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -345213.250000 Penalty: 4165.275879
	Iteration 81Q: 3 clusters Score -345213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -345219.281250 Penalty: 4165.275879
	Iteration 82Q: 3 clusters Score -345219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -345221.343750 Penalty: 4165.275879
	Iteration 83Q: 3 clusters Score -345221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -345222.375000 Penalty: 4165.275879
	Iteration 84Q: 3 clusters Score -345222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -345223.843750 Penalty: 4165.275879
	Iteration 85Q: 3 clusters Score -345223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -345226.031250 Penalty: 4165.275879
	Iteration 86Q: 3 clusters Score -345226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -345229.218750 Penalty: 4165.275879
	Iteration 87Q: 3 clusters Score -345229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -345233.875000 Penalty: 4165.275879
	Iteration 88Q: 3 clusters Score -345233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -345238.812500 Penalty: 4165.275879
	Iteration 89Q: 3 clusters Score -345238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -345242.375000 Penalty: 4165.275879
	Iteration 90Q: 3 clusters Score -345242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -345247.093750 Penalty: 4165.275879
	Iteration 91Q: 3 clusters Score -345247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -345250.968750 Penalty: 4165.275879
	Iteration 92Q: 3 clusters Score -345251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -345255.500000 Penalty: 4165.275879
	Iteration 93Q: 3 clusters Score -345255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -345261.687500 Penalty: 4165.275879
	Iteration 94Q: 3 clusters Score -345261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -345264.937500 Penalty: 4165.275879
	Iteration 95Q: 3 clusters Score -345264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -345268.687500 Penalty: 4165.275879
	Iteration 96Q: 3 clusters Score -345268.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -345274.031250 Penalty: 4165.275879
	Iteration 97Q: 3 clusters Score -345274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -345277.156250 Penalty: 4165.275879
	Iteration 98Q: 3 clusters Score -345277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -345278.375000 Penalty: 4165.275879
	Iteration 99Q: 3 clusters Score -345278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -345281.531250 Penalty: 4165.275879
	Iteration 100F: 3 clusters Score -345281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -345284.718750 Penalty: 4165.275879
	Iteration 101Q: 3 clusters Score -345284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -345286.781250 Penalty: 4165.275879
	Iteration 102Q: 3 clusters Score -345286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -345286.781250 Penalty: 4165.275879
	Iteration 103F: 3 clusters Score -345286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -260473.671875 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -260473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -257013.609375 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -257013.6 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -257768.187500 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -257768.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -257934.625000 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -257934.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -258052.937500 Penalty: 4023.069824
	Iteration 3Q: 3 clusters Score -258052.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -258123.265625 Penalty: 4023.069824
	Iteration 4Q: 3 clusters Score -258123.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -258169.187500 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -258169.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -258210.296875 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -258210.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -258240.796875 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -258240.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -258268.859375 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -258268.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -258288.640625 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -258288.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -258309.062500 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -258309.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -258329.843750 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -258329.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -258347.687500 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -258347.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -258364.000000 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -258364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -258384.703125 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -258384.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -258401.578125 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -258401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -258414.968750 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -258415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -258429.656250 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -258429.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -258437.968750 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -258438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -258443.625000 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -258443.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -258449.765625 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -258449.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -258456.296875 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -258456.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -258463.890625 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -258463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -258468.234375 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -258468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -258470.421875 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -258470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -258474.453125 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -258474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -258475.625000 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -258475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -258475.953125 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -258476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -258476.203125 Penalty: 4023.069824
	Iteration 28Q: 3 clusters Score -258476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -258479.078125 Penalty: 4023.069824
	Iteration 29Q: 3 clusters Score -258479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -258482.656250 Penalty: 4023.069824
	Iteration 30Q: 3 clusters Score -258482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -258484.062500 Penalty: 4023.069824
	Iteration 31Q: 3 clusters Score -258484.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -258487.031250 Penalty: 4023.069824
	Iteration 32Q: 3 clusters Score -258487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -258489.546875 Penalty: 4023.069824
	Iteration 33Q: 3 clusters Score -258489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -258492.750000 Penalty: 4023.069824
	Iteration 34Q: 3 clusters Score -258492.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -258497.296875 Penalty: 4023.069824
	Iteration 35Q: 3 clusters Score -258497.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -258501.984375 Penalty: 4023.069824
	Iteration 36Q: 3 clusters Score -258502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -258503.718750 Penalty: 4023.069824
	Iteration 37Q: 3 clusters Score -258503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -258505.609375 Penalty: 4023.069824
	Iteration 38Q: 3 clusters Score -258505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -258508.421875 Penalty: 4023.069824
	Iteration 39Q: 3 clusters Score -258508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -258509.531250 Penalty: 4023.069824
	Iteration 40F: 3 clusters Score -258509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -258509.765625 Penalty: 4023.069824
	Iteration 41Q: 3 clusters Score -258509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -258510.437500 Penalty: 4023.069824
	Iteration 42Q: 3 clusters Score -258510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -258510.953125 Penalty: 4023.069824
	Iteration 43Q: 3 clusters Score -258511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -258511.765625 Penalty: 4023.069824
	Iteration 44Q: 3 clusters Score -258511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -258513.125000 Penalty: 4023.069824
	Iteration 45Q: 3 clusters Score -258513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -258514.671875 Penalty: 4023.069824
	Iteration 46Q: 3 clusters Score -258514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -258514.671875 Penalty: 4023.069824
	Iteration 47F: 3 clusters Score -258514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Entering Unmasked Estep 
Score: -2407380.000000 Penalty: 2548.084229
	Iteration 0F: 2 clusters Score -2407380 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 14630 members 
Entering Unmasked Estep 
Score: -2387642.250000 Penalty: 5096.168457
	Iteration 0F: 3 clusters Score -2387642 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2394745.250000 Penalty: 5096.168457
	Iteration 1F: 3 clusters Score -2394745 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2395261.500000 Penalty: 5096.168457
	Iteration 2F: 3 clusters Score -2395262 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2395759.250000 Penalty: 5096.168457
	Iteration 3Q: 3 clusters Score -2395759 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2396359.750000 Penalty: 5096.168457
	Iteration 4Q: 3 clusters Score -2396360 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2397160.500000 Penalty: 5096.168457
	Iteration 5F: 3 clusters Score -2397160 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2398295.250000 Penalty: 5096.168457
	Iteration 6F: 3 clusters Score -2398295 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2399814.250000 Penalty: 5096.168457
	Iteration 7F: 3 clusters Score -2399814 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -2401613.250000 Penalty: 5096.168457
	Iteration 8F: 3 clusters Score -2401613 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -2403213.250000 Penalty: 5096.168457
	Iteration 9F: 3 clusters Score -2403213 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2404209.500000 Penalty: 5096.168457
	Iteration 10Q: 3 clusters Score -2404210 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -2404683.000000 Penalty: 5096.168457
	Iteration 11Q: 3 clusters Score -2404683 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2404930.750000 Penalty: 5096.168457
	Iteration 12Q: 3 clusters Score -2404931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -2405036.750000 Penalty: 5096.168457
	Iteration 13Q: 3 clusters Score -2405037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -2405087.500000 Penalty: 5096.168457
	Iteration 14Q: 3 clusters Score -2405088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -2405113.750000 Penalty: 5096.168457
	Iteration 15Q: 3 clusters Score -2405114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -2405126.000000 Penalty: 5096.168457
	Iteration 16Q: 3 clusters Score -2405126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2405136.000000 Penalty: 5096.168457
	Iteration 17Q: 3 clusters Score -2405136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -2405143.750000 Penalty: 5096.168457
	Iteration 18Q: 3 clusters Score -2405144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2405149.000000 Penalty: 5096.168457
	Iteration 19Q: 3 clusters Score -2405149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -2405152.750000 Penalty: 5096.168457
	Iteration 20F: 3 clusters Score -2405153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -2405157.500000 Penalty: 5096.168457
	Iteration 21Q: 3 clusters Score -2405158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -2405157.500000 Penalty: 5096.168457
	Iteration 22F: 3 clusters Score -2405158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -79524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -77536.898438 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -77536.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77834.125000 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -77834.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77913.054688 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -77913.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77945.640625 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -77945.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77974.328125 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -77974.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77981.460938 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -77981.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77987.210938 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -77987.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77987.953125 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -77987.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77987.953125 Penalty: 3457.947754
	Iteration 8F: 3 clusters Score -77987.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -616544.062500 Penalty: 2222.514160
	Iteration 0F: 2 clusters Score -616544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -610202.625000 Penalty: 4445.028320
	Iteration 0F: 3 clusters Score -610202.6 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -612022.375000 Penalty: 4445.028320
	Iteration 1F: 3 clusters Score -612022.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -612356.750000 Penalty: 4445.028320
	Iteration 2F: 3 clusters Score -612356.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -612603.250000 Penalty: 4445.028320
	Iteration 3F: 3 clusters Score -612603.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -612802.187500 Penalty: 4445.028320
	Iteration 4Q: 3 clusters Score -612802.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -612989.562500 Penalty: 4445.028320
	Iteration 5Q: 3 clusters Score -612989.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -613165.750000 Penalty: 4445.028320
	Iteration 6Q: 3 clusters Score -613165.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -613354.562500 Penalty: 4445.028320
	Iteration 7Q: 3 clusters Score -613354.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -613567.687500 Penalty: 4445.028320
	Iteration 8Q: 3 clusters Score -613567.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -613805.437500 Penalty: 4445.028320
	Iteration 9Q: 3 clusters Score -613805.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -614029.937500 Penalty: 4445.028320
	Iteration 10Q: 3 clusters Score -614029.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -614239.500000 Penalty: 4445.028320
	Iteration 11Q: 3 clusters Score -614239.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -614424.062500 Penalty: 4445.028320
	Iteration 12Q: 3 clusters Score -614424.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -614559.375000 Penalty: 4445.028320
	Iteration 13Q: 3 clusters Score -614559.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -614658.500000 Penalty: 4445.028320
	Iteration 14Q: 3 clusters Score -614658.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -614731.875000 Penalty: 4445.028320
	Iteration 15Q: 3 clusters Score -614731.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -614778.750000 Penalty: 4445.028320
	Iteration 16Q: 3 clusters Score -614778.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -614809.562500 Penalty: 4445.028320
	Iteration 17Q: 3 clusters Score -614809.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -614835.500000 Penalty: 4445.028320
	Iteration 18Q: 3 clusters Score -614835.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -614852.500000 Penalty: 4445.028320
	Iteration 19Q: 3 clusters Score -614852.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -614866.312500 Penalty: 4445.028320
	Iteration 20F: 3 clusters Score -614866.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -614873.937500 Penalty: 4445.028320
	Iteration 21Q: 3 clusters Score -614873.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -614876.875000 Penalty: 4445.028320
	Iteration 22Q: 3 clusters Score -614876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -614880.000000 Penalty: 4445.028320
	Iteration 23Q: 3 clusters Score -614880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -614881.250000 Penalty: 4445.028320
	Iteration 24Q: 3 clusters Score -614881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -614884.312500 Penalty: 4445.028320
	Iteration 25Q: 3 clusters Score -614884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -614883.375000 Penalty: 4445.028320
	Iteration 26Q: 3 clusters Score -614883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -614884.687500 Penalty: 4445.028320
	Iteration 27Q: 3 clusters Score -614884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -614885.125000 Penalty: 4445.028320
	Iteration 28Q: 3 clusters Score -614885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -614885.000000 Penalty: 4445.028320
	Iteration 29Q: 3 clusters Score -614885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -614886.375000 Penalty: 4445.028320
	Iteration 30Q: 3 clusters Score -614886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -614886.375000 Penalty: 4445.028320
	Iteration 31F: 3 clusters Score -614886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -671690.750000 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -671690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -664837.750000 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -664837.8 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -666732.687500 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -666732.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -667042.000000 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -667042 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -667276.250000 Penalty: 4494.269531
	Iteration 3F: 3 clusters Score -667276.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -667464.500000 Penalty: 4494.269531
	Iteration 4Q: 3 clusters Score -667464.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -667601.687500 Penalty: 4494.269531
	Iteration 5Q: 3 clusters Score -667601.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -667732.000000 Penalty: 4494.269531
	Iteration 6Q: 3 clusters Score -667732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -667830.875000 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -667830.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -667920.000000 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -667920 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -668011.125000 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -668011.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -668108.375000 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -668108.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -668199.875000 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -668199.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -668289.437500 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -668289.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -668400.562500 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -668400.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -668546.187500 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -668546.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -668721.562500 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -668721.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -668921.000000 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -668921 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -669109.812500 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -669109.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -669262.000000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -669262 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -669387.500000 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -669387.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -669479.687500 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -669479.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -669562.125000 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -669562.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -669634.375000 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -669634.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -669685.375000 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -669685.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -669728.375000 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -669728.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -669764.375000 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -669764.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -669791.937500 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -669791.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -669810.375000 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -669810.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -669828.187500 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -669828.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -669847.187500 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -669847.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -669859.562500 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -669859.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -669871.812500 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -669871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -669877.687500 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -669877.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -669884.062500 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -669884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -669886.937500 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -669886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -669889.625000 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -669889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -669889.750000 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -669889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -669891.187500 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -669891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -669889.750000 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -669889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -669892.000000 Penalty: 4494.269531
	Iteration 39Q: 3 clusters Score -669892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -669892.000000 Penalty: 4494.269531
	Iteration 40F: 3 clusters Score -669892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -329125.406250 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -329125.4 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 2531 members 
Entering Unmasked Estep 
Score: -324550.593750 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -324550.6 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -325932.406250 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -325932.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -326360.062500 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -326360.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -326669.406250 Penalty: 4240.150879
	Iteration 3F: 3 clusters Score -326669.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -326940.218750 Penalty: 4240.150879
	Iteration 4F: 3 clusters Score -326940.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -327205.687500 Penalty: 4240.150879
	Iteration 5F: 3 clusters Score -327205.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -327426.062500 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -327426.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -327584.843750 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -327584.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -327720.656250 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -327720.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -327875.125000 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -327875.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -328001.218750 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -328001.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -328074.375000 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -328074.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -328113.406250 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -328113.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -328142.218750 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -328142.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -328166.156250 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -328166.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -328177.843750 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -328177.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -328189.312500 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -328189.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -328198.468750 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -328198.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -328205.406250 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -328205.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -328209.156250 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -328209.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -328214.281250 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -328214.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -328222.281250 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -328222.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -328226.906250 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -328226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -328233.625000 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -328233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -328241.312500 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -328241.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -328246.718750 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -328246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -328252.531250 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -328252.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328255.031250 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -328255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328260.343750 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -328260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -328266.906250 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -328266.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -328272.250000 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -328272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328278.468750 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -328278.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -328283.625000 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -328283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -328284.437500 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -328284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -328285.906250 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -328285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -328288.281250 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -328288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -328289.125000 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -328289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328290.031250 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -328290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328289.968750 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -328290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328291.406250 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -328291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -328292.468750 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -328292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -328292.218750 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -328292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -328293.156250 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -328293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -328293.156250 Penalty: 4240.150879
	Iteration 43F: 3 clusters Score -328293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Entering Unmasked Estep 
Score: -3002053.250000 Penalty: 2603.545410
	Iteration 0F: 2 clusters Score -3002053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2977370.000000 Penalty: 5207.090820
	Iteration 0F: 3 clusters Score -2977370 nChanged 16619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2986549.250000 Penalty: 5207.090820
	Iteration 1F: 3 clusters Score -2986549 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2987073.500000 Penalty: 5207.090820
	Iteration 2Q: 3 clusters Score -2987074 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2987514.000000 Penalty: 5207.090820
	Iteration 3Q: 3 clusters Score -2987514 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2987962.750000 Penalty: 5207.090820
	Iteration 4Q: 3 clusters Score -2987963 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2988427.250000 Penalty: 5207.090820
	Iteration 5Q: 3 clusters Score -2988427 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2988977.500000 Penalty: 5207.090820
	Iteration 6Q: 3 clusters Score -2988978 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2989614.750000 Penalty: 5207.090820
	Iteration 7Q: 3 clusters Score -2989615 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2990413.250000 Penalty: 5207.090820
	Iteration 8Q: 3 clusters Score -2990413 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2991463.500000 Penalty: 5207.090820
	Iteration 9Q: 3 clusters Score -2991464 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2992710.250000 Penalty: 5207.090820
	Iteration 10F: 3 clusters Score -2992710 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2993959.000000 Penalty: 5207.090820
	Iteration 11F: 3 clusters Score -2993959 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2994955.250000 Penalty: 5207.090820
	Iteration 12Q: 3 clusters Score -2994955 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2995504.750000 Penalty: 5207.090820
	Iteration 13Q: 3 clusters Score -2995505 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2995797.500000 Penalty: 5207.090820
	Iteration 14Q: 3 clusters Score -2995798 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2996006.500000 Penalty: 5207.090820
	Iteration 15Q: 3 clusters Score -2996006 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2996172.750000 Penalty: 5207.090820
	Iteration 16Q: 3 clusters Score -2996173 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2996377.000000 Penalty: 5207.090820
	Iteration 17Q: 3 clusters Score -2996377 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2996579.000000 Penalty: 5207.090820
	Iteration 18Q: 3 clusters Score -2996579 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2996787.750000 Penalty: 5207.090820
	Iteration 19Q: 3 clusters Score -2996788 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2997016.250000 Penalty: 5207.090820
	Iteration 20F: 3 clusters Score -2997016 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -2997206.250000 Penalty: 5207.090820
	Iteration 21Q: 3 clusters Score -2997206 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2997407.000000 Penalty: 5207.090820
	Iteration 22Q: 3 clusters Score -2997407 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -2997561.750000 Penalty: 5207.090820
	Iteration 23Q: 3 clusters Score -2997562 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -2997720.000000 Penalty: 5207.090820
	Iteration 24Q: 3 clusters Score -2997720 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -2997883.250000 Penalty: 5207.090820
	Iteration 25Q: 3 clusters Score -2997883 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -2998027.750000 Penalty: 5207.090820
	Iteration 26Q: 3 clusters Score -2998028 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -2998158.750000 Penalty: 5207.090820
	Iteration 27Q: 3 clusters Score -2998159 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -2998274.750000 Penalty: 5207.090820
	Iteration 28Q: 3 clusters Score -2998275 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -2998392.000000 Penalty: 5207.090820
	Iteration 29Q: 3 clusters Score -2998392 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -2998508.750000 Penalty: 5207.090820
	Iteration 30Q: 3 clusters Score -2998509 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -2998610.500000 Penalty: 5207.090820
	Iteration 31Q: 3 clusters Score -2998610 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -2998715.250000 Penalty: 5207.090820
	Iteration 32Q: 3 clusters Score -2998715 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -2998811.750000 Penalty: 5207.090820
	Iteration 33Q: 3 clusters Score -2998812 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -2998880.000000 Penalty: 5207.090820
	Iteration 34Q: 3 clusters Score -2998880 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2998959.250000 Penalty: 5207.090820
	Iteration 35Q: 3 clusters Score -2998959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -2999021.500000 Penalty: 5207.090820
	Iteration 36Q: 3 clusters Score -2999022 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -2999088.250000 Penalty: 5207.090820
	Iteration 37Q: 3 clusters Score -2999088 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -2999142.750000 Penalty: 5207.090820
	Iteration 38Q: 3 clusters Score -2999143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -2999188.750000 Penalty: 5207.090820
	Iteration 39Q: 3 clusters Score -2999189 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -2999240.000000 Penalty: 5207.090820
	Iteration 40F: 3 clusters Score -2999240 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -2999296.500000 Penalty: 5207.090820
	Iteration 41Q: 3 clusters Score -2999296 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -2999358.000000 Penalty: 5207.090820
	Iteration 42Q: 3 clusters Score -2999358 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -2999407.500000 Penalty: 5207.090820
	Iteration 43Q: 3 clusters Score -2999408 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -2999471.000000 Penalty: 5207.090820
	Iteration 44Q: 3 clusters Score -2999471 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -2999517.000000 Penalty: 5207.090820
	Iteration 45Q: 3 clusters Score -2999517 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -2999551.000000 Penalty: 5207.090820
	Iteration 46Q: 3 clusters Score -2999551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -2999599.750000 Penalty: 5207.090820
	Iteration 47Q: 3 clusters Score -2999600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -2999643.250000 Penalty: 5207.090820
	Iteration 48Q: 3 clusters Score -2999643 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -2999683.750000 Penalty: 5207.090820
	Iteration 49Q: 3 clusters Score -2999684 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -2999741.250000 Penalty: 5207.090820
	Iteration 50Q: 3 clusters Score -2999741 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -2999782.000000 Penalty: 5207.090820
	Iteration 51Q: 3 clusters Score -2999782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -2999814.750000 Penalty: 5207.090820
	Iteration 52Q: 3 clusters Score -2999815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -2999854.250000 Penalty: 5207.090820
	Iteration 53Q: 3 clusters Score -2999854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -2999873.000000 Penalty: 5207.090820
	Iteration 54Q: 3 clusters Score -2999873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -2999898.000000 Penalty: 5207.090820
	Iteration 55Q: 3 clusters Score -2999898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -2999924.500000 Penalty: 5207.090820
	Iteration 56Q: 3 clusters Score -2999924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -2999947.250000 Penalty: 5207.090820
	Iteration 57Q: 3 clusters Score -2999947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -2999973.750000 Penalty: 5207.090820
	Iteration 58Q: 3 clusters Score -2999974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -2999980.500000 Penalty: 5207.090820
	Iteration 59Q: 3 clusters Score -2999980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -2999979.500000 Penalty: 5207.090820
	Iteration 60F: 3 clusters Score -2999980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -2999991.750000 Penalty: 5207.090820
	Iteration 61Q: 3 clusters Score -2999992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -2999991.500000 Penalty: 5207.090820
	Iteration 62Q: 3 clusters Score -2999992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -2999992.250000 Penalty: 5207.090820
	Iteration 63Q: 3 clusters Score -2999992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3000005.250000 Penalty: 5207.090820
	Iteration 64Q: 3 clusters Score -3000005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -3000008.750000 Penalty: 5207.090820
	Iteration 65Q: 3 clusters Score -3000009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3000013.500000 Penalty: 5207.090820
	Iteration 66Q: 3 clusters Score -3000014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -3000017.500000 Penalty: 5207.090820
	Iteration 67Q: 3 clusters Score -3000018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -3000017.750000 Penalty: 5207.090820
	Iteration 68Q: 3 clusters Score -3000018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3000018.500000 Penalty: 5207.090820
	Iteration 69Q: 3 clusters Score -3000018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -3000014.500000 Penalty: 5207.090820
	Iteration 70Q: 3 clusters Score -3000014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3000017.000000 Penalty: 5207.090820
	Iteration 71Q: 3 clusters Score -3000017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -3000019.000000 Penalty: 5207.090820
	Iteration 72Q: 3 clusters Score -3000019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -3000020.250000 Penalty: 5207.090820
	Iteration 73Q: 3 clusters Score -3000020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -3000021.000000 Penalty: 5207.090820
	Iteration 74Q: 3 clusters Score -3000021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -3000019.000000 Penalty: 5207.090820
	Iteration 75Q: 3 clusters Score -3000019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3000025.250000 Penalty: 5207.090820
	Iteration 76Q: 3 clusters Score -3000025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -3000022.500000 Penalty: 5207.090820
	Iteration 77Q: 3 clusters Score -3000022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -3000025.500000 Penalty: 5207.090820
	Iteration 78Q: 3 clusters Score -3000026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -3000027.750000 Penalty: 5207.090820
	Iteration 79Q: 3 clusters Score -3000028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -3000035.000000 Penalty: 5207.090820
	Iteration 80F: 3 clusters Score -3000035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -3000040.000000 Penalty: 5207.090820
	Iteration 81Q: 3 clusters Score -3000040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3000041.500000 Penalty: 5207.090820
	Iteration 82Q: 3 clusters Score -3000042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -3000039.750000 Penalty: 5207.090820
	Iteration 83Q: 3 clusters Score -3000040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3000042.000000 Penalty: 5207.090820
	Iteration 84Q: 3 clusters Score -3000042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -3000043.750000 Penalty: 5207.090820
	Iteration 85Q: 3 clusters Score -3000044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -3000044.750000 Penalty: 5207.090820
	Iteration 86Q: 3 clusters Score -3000045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3000044.250000 Penalty: 5207.090820
	Iteration 87Q: 3 clusters Score -3000044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -3000044.250000 Penalty: 5207.090820
	Iteration 88Q: 3 clusters Score -3000044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -3000046.500000 Penalty: 5207.090820
	Iteration 89Q: 3 clusters Score -3000046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -3000044.500000 Penalty: 5207.090820
	Iteration 90Q: 3 clusters Score -3000044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -3000050.250000 Penalty: 5207.090820
	Iteration 91Q: 3 clusters Score -3000050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -3000051.250000 Penalty: 5207.090820
	Iteration 92Q: 3 clusters Score -3000051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -3000051.500000 Penalty: 5207.090820
	Iteration 93Q: 3 clusters Score -3000052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -3000053.500000 Penalty: 5207.090820
	Iteration 94Q: 3 clusters Score -3000054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -3000058.500000 Penalty: 5207.090820
	Iteration 95Q: 3 clusters Score -3000058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -3000059.750000 Penalty: 5207.090820
	Iteration 96Q: 3 clusters Score -3000060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3000060.250000 Penalty: 5207.090820
	Iteration 97Q: 3 clusters Score -3000060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -3000059.750000 Penalty: 5207.090820
	Iteration 98Q: 3 clusters Score -3000060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -3000059.750000 Penalty: 5207.090820
	Iteration 99F: 3 clusters Score -3000060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -36427.105469 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -36427.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -34853.191406 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -34853.19 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35060.218750 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -35060.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35130.476562 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -35130.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35157.082031 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -35157.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35173.261719 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -35173.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35185.703125 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -35185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35192.867188 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -35192.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35194.964844 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -35194.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35197.238281 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -35197.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35198.484375 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -35198.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35198.484375 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -35198.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Entering Unmasked Estep 
Score: -298070.437500 Penalty: 2050.963135
	Iteration 0F: 2 clusters Score -298070.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -294278.937500 Penalty: 4101.926270
	Iteration 0F: 3 clusters Score -294278.9 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -295120.406250 Penalty: 4101.926270
	Iteration 1F: 3 clusters Score -295120.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -295318.250000 Penalty: 4101.926270
	Iteration 2F: 3 clusters Score -295318.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -295431.625000 Penalty: 4101.926270
	Iteration 3Q: 3 clusters Score -295431.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -295514.156250 Penalty: 4101.926270
	Iteration 4Q: 3 clusters Score -295514.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -295590.125000 Penalty: 4101.926270
	Iteration 5Q: 3 clusters Score -295590.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -295639.468750 Penalty: 4101.926270
	Iteration 6Q: 3 clusters Score -295639.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -295680.437500 Penalty: 4101.926270
	Iteration 7Q: 3 clusters Score -295680.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -295725.531250 Penalty: 4101.926270
	Iteration 8Q: 3 clusters Score -295725.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -295761.062500 Penalty: 4101.926270
	Iteration 9Q: 3 clusters Score -295761.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -295792.750000 Penalty: 4101.926270
	Iteration 10Q: 3 clusters Score -295792.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -295811.250000 Penalty: 4101.926270
	Iteration 11Q: 3 clusters Score -295811.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -295827.000000 Penalty: 4101.926270
	Iteration 12Q: 3 clusters Score -295827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -295836.812500 Penalty: 4101.926270
	Iteration 13Q: 3 clusters Score -295836.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -295843.562500 Penalty: 4101.926270
	Iteration 14Q: 3 clusters Score -295843.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -295851.031250 Penalty: 4101.926270
	Iteration 15Q: 3 clusters Score -295851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -295859.156250 Penalty: 4101.926270
	Iteration 16Q: 3 clusters Score -295859.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -295866.437500 Penalty: 4101.926270
	Iteration 17Q: 3 clusters Score -295866.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -295871.906250 Penalty: 4101.926270
	Iteration 18Q: 3 clusters Score -295871.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -295882.500000 Penalty: 4101.926270
	Iteration 19Q: 3 clusters Score -295882.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -295899.062500 Penalty: 4101.926270
	Iteration 20F: 3 clusters Score -295899.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -295917.062500 Penalty: 4101.926270
	Iteration 21Q: 3 clusters Score -295917.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -295930.906250 Penalty: 4101.926270
	Iteration 22Q: 3 clusters Score -295930.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -295945.843750 Penalty: 4101.926270
	Iteration 23Q: 3 clusters Score -295945.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -295960.062500 Penalty: 4101.926270
	Iteration 24Q: 3 clusters Score -295960.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -295970.500000 Penalty: 4101.926270
	Iteration 25Q: 3 clusters Score -295970.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -295977.218750 Penalty: 4101.926270
	Iteration 26Q: 3 clusters Score -295977.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -295985.562500 Penalty: 4101.926270
	Iteration 27Q: 3 clusters Score -295985.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -295993.343750 Penalty: 4101.926270
	Iteration 28Q: 3 clusters Score -295993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -295996.843750 Penalty: 4101.926270
	Iteration 29Q: 3 clusters Score -295996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -296002.312500 Penalty: 4101.926270
	Iteration 30Q: 3 clusters Score -296002.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -296006.125000 Penalty: 4101.926270
	Iteration 31Q: 3 clusters Score -296006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -296007.937500 Penalty: 4101.926270
	Iteration 32Q: 3 clusters Score -296007.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -296011.250000 Penalty: 4101.926270
	Iteration 33Q: 3 clusters Score -296011.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -296016.468750 Penalty: 4101.926270
	Iteration 34Q: 3 clusters Score -296016.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -296021.562500 Penalty: 4101.926270
	Iteration 35Q: 3 clusters Score -296021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -296027.093750 Penalty: 4101.926270
	Iteration 36Q: 3 clusters Score -296027.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -296031.312500 Penalty: 4101.926270
	Iteration 37Q: 3 clusters Score -296031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -296035.406250 Penalty: 4101.926270
	Iteration 38Q: 3 clusters Score -296035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -296040.843750 Penalty: 4101.926270
	Iteration 39Q: 3 clusters Score -296040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -296045.250000 Penalty: 4101.926270
	Iteration 40F: 3 clusters Score -296045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -296049.656250 Penalty: 4101.926270
	Iteration 41Q: 3 clusters Score -296049.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -296054.562500 Penalty: 4101.926270
	Iteration 42Q: 3 clusters Score -296054.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -296063.062500 Penalty: 4101.926270
	Iteration 43Q: 3 clusters Score -296063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -296068.375000 Penalty: 4101.926270
	Iteration 44Q: 3 clusters Score -296068.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -296069.906250 Penalty: 4101.926270
	Iteration 45Q: 3 clusters Score -296069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -296073.718750 Penalty: 4101.926270
	Iteration 46Q: 3 clusters Score -296073.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -296077.625000 Penalty: 4101.926270
	Iteration 47Q: 3 clusters Score -296077.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -296082.625000 Penalty: 4101.926270
	Iteration 48Q: 3 clusters Score -296082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -296087.968750 Penalty: 4101.926270
	Iteration 49Q: 3 clusters Score -296088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -296092.062500 Penalty: 4101.926270
	Iteration 50Q: 3 clusters Score -296092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -296097.312500 Penalty: 4101.926270
	Iteration 51Q: 3 clusters Score -296097.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -296100.125000 Penalty: 4101.926270
	Iteration 52Q: 3 clusters Score -296100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -296103.000000 Penalty: 4101.926270
	Iteration 53Q: 3 clusters Score -296103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -296105.312500 Penalty: 4101.926270
	Iteration 54Q: 3 clusters Score -296105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -296107.187500 Penalty: 4101.926270
	Iteration 55Q: 3 clusters Score -296107.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -296111.343750 Penalty: 4101.926270
	Iteration 56Q: 3 clusters Score -296111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -296114.125000 Penalty: 4101.926270
	Iteration 57Q: 3 clusters Score -296114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -296114.687500 Penalty: 4101.926270
	Iteration 58Q: 3 clusters Score -296114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -296116.562500 Penalty: 4101.926270
	Iteration 59Q: 3 clusters Score -296116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -296117.156250 Penalty: 4101.926270
	Iteration 60F: 3 clusters Score -296117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -296117.437500 Penalty: 4101.926270
	Iteration 61Q: 3 clusters Score -296117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -296117.437500 Penalty: 4101.926270
	Iteration 62F: 3 clusters Score -296117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -513355.312500 Penalty: 2175.068848
	Iteration 0F: 2 clusters Score -513355.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -508000.562500 Penalty: 4350.137695
	Iteration 0F: 3 clusters Score -508000.6 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -509401.156250 Penalty: 4350.137695
	Iteration 1F: 3 clusters Score -509401.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -509699.625000 Penalty: 4350.137695
	Iteration 2F: 3 clusters Score -509699.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -509909.562500 Penalty: 4350.137695
	Iteration 3F: 3 clusters Score -509909.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -510111.625000 Penalty: 4350.137695
	Iteration 4Q: 3 clusters Score -510111.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -510293.937500 Penalty: 4350.137695
	Iteration 5Q: 3 clusters Score -510293.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -510443.875000 Penalty: 4350.137695
	Iteration 6Q: 3 clusters Score -510443.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -510587.406250 Penalty: 4350.137695
	Iteration 7Q: 3 clusters Score -510587.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -510730.156250 Penalty: 4350.137695
	Iteration 8Q: 3 clusters Score -510730.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -510861.187500 Penalty: 4350.137695
	Iteration 9Q: 3 clusters Score -510861.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -510970.343750 Penalty: 4350.137695
	Iteration 10Q: 3 clusters Score -510970.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -511080.812500 Penalty: 4350.137695
	Iteration 11Q: 3 clusters Score -511080.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -511186.687500 Penalty: 4350.137695
	Iteration 12Q: 3 clusters Score -511186.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -511289.406250 Penalty: 4350.137695
	Iteration 13Q: 3 clusters Score -511289.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -511347.843750 Penalty: 4350.137695
	Iteration 14Q: 3 clusters Score -511347.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -511382.625000 Penalty: 4350.137695
	Iteration 15Q: 3 clusters Score -511382.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -511419.687500 Penalty: 4350.137695
	Iteration 16Q: 3 clusters Score -511419.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -511443.156250 Penalty: 4350.137695
	Iteration 17Q: 3 clusters Score -511443.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -511466.406250 Penalty: 4350.137695
	Iteration 18Q: 3 clusters Score -511466.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -511482.843750 Penalty: 4350.137695
	Iteration 19Q: 3 clusters Score -511482.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -511493.031250 Penalty: 4350.137695
	Iteration 20F: 3 clusters Score -511493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -511503.656250 Penalty: 4350.137695
	Iteration 21Q: 3 clusters Score -511503.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -511512.031250 Penalty: 4350.137695
	Iteration 22Q: 3 clusters Score -511512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -511520.625000 Penalty: 4350.137695
	Iteration 23Q: 3 clusters Score -511520.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -511528.000000 Penalty: 4350.137695
	Iteration 24Q: 3 clusters Score -511528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -511534.468750 Penalty: 4350.137695
	Iteration 25Q: 3 clusters Score -511534.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -511544.875000 Penalty: 4350.137695
	Iteration 26Q: 3 clusters Score -511544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -511552.843750 Penalty: 4350.137695
	Iteration 27Q: 3 clusters Score -511552.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -511564.593750 Penalty: 4350.137695
	Iteration 28Q: 3 clusters Score -511564.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -511573.687500 Penalty: 4350.137695
	Iteration 29Q: 3 clusters Score -511573.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -511582.687500 Penalty: 4350.137695
	Iteration 30Q: 3 clusters Score -511582.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -511592.968750 Penalty: 4350.137695
	Iteration 31Q: 3 clusters Score -511593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -511601.812500 Penalty: 4350.137695
	Iteration 32Q: 3 clusters Score -511601.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -511608.093750 Penalty: 4350.137695
	Iteration 33Q: 3 clusters Score -511608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -511614.156250 Penalty: 4350.137695
	Iteration 34Q: 3 clusters Score -511614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -511617.718750 Penalty: 4350.137695
	Iteration 35Q: 3 clusters Score -511617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -511624.750000 Penalty: 4350.137695
	Iteration 36Q: 3 clusters Score -511624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -511630.093750 Penalty: 4350.137695
	Iteration 37Q: 3 clusters Score -511630.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -511642.468750 Penalty: 4350.137695
	Iteration 38Q: 3 clusters Score -511642.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -511650.125000 Penalty: 4350.137695
	Iteration 39Q: 3 clusters Score -511650.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -511658.718750 Penalty: 4350.137695
	Iteration 40F: 3 clusters Score -511658.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -511663.812500 Penalty: 4350.137695
	Iteration 41Q: 3 clusters Score -511663.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -511669.281250 Penalty: 4350.137695
	Iteration 42Q: 3 clusters Score -511669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -511672.437500 Penalty: 4350.137695
	Iteration 43Q: 3 clusters Score -511672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -511674.250000 Penalty: 4350.137695
	Iteration 44Q: 3 clusters Score -511674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -511676.843750 Penalty: 4350.137695
	Iteration 45Q: 3 clusters Score -511676.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -511681.781250 Penalty: 4350.137695
	Iteration 46Q: 3 clusters Score -511681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -511688.312500 Penalty: 4350.137695
	Iteration 47Q: 3 clusters Score -511688.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -511697.406250 Penalty: 4350.137695
	Iteration 48Q: 3 clusters Score -511697.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -511704.937500 Penalty: 4350.137695
	Iteration 49Q: 3 clusters Score -511704.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -511711.843750 Penalty: 4350.137695
	Iteration 50Q: 3 clusters Score -511711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -511717.593750 Penalty: 4350.137695
	Iteration 51Q: 3 clusters Score -511717.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -511728.875000 Penalty: 4350.137695
	Iteration 52Q: 3 clusters Score -511728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -511735.093750 Penalty: 4350.137695
	Iteration 53Q: 3 clusters Score -511735.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -511740.937500 Penalty: 4350.137695
	Iteration 54Q: 3 clusters Score -511740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -511744.125000 Penalty: 4350.137695
	Iteration 55Q: 3 clusters Score -511744.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -511745.906250 Penalty: 4350.137695
	Iteration 56Q: 3 clusters Score -511745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -511747.656250 Penalty: 4350.137695
	Iteration 57Q: 3 clusters Score -511747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -511750.375000 Penalty: 4350.137695
	Iteration 58Q: 3 clusters Score -511750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -511751.312500 Penalty: 4350.137695
	Iteration 59Q: 3 clusters Score -511751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -511752.468750 Penalty: 4350.137695
	Iteration 60F: 3 clusters Score -511752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -511754.187500 Penalty: 4350.137695
	Iteration 61Q: 3 clusters Score -511754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -511754.187500 Penalty: 4350.137695
	Iteration 62F: 3 clusters Score -511754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 19762 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 245047 members 
Mstep: Class 6 contains 30885 members 
Mstep: Class 7 contains 39814 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850147 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37650 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100386 members 
Mstep: Class 18 contains 160990 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30968 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28985 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7799 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36249 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790736.000000 Penalty: 125124.562500
Iteration 279Q: 36 clusters Score -1.427907e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 19760 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 245060 members 
Mstep: Class 6 contains 30899 members 
Mstep: Class 7 contains 39813 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 52397 members 
Mstep: Class 11 contains 850139 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37648 members 
Mstep: Class 15 contains 26604 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100393 members 
Mstep: Class 18 contains 160991 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30976 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4291 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28982 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7805 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36247 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 125124.562500
Iteration 280F: 36 clusters Score -1.427908e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19757 members 
Mstep: Class 4 contains 3774 members 
Mstep: Class 5 contains 245069 members 
Mstep: Class 6 contains 30909 members 
Mstep: Class 7 contains 39809 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 52397 members 
Mstep: Class 11 contains 850136 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37647 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100396 members 
Mstep: Class 18 contains 160991 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30980 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4289 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28980 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7809 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36247 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3905 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790592.000000 Penalty: 125124.562500
Iteration 281Q: 36 clusters Score -1.427906e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3771 members 
Mstep: Class 5 contains 245079 members 
Mstep: Class 6 contains 30913 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 52397 members 
Mstep: Class 11 contains 850130 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37646 members 
Mstep: Class 15 contains 26596 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100402 members 
Mstep: Class 18 contains 160995 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30982 members 
Mstep: Class 23 contains 12142 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28979 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7810 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36247 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790688.000000 Penalty: 125124.562500
Iteration 282Q: 36 clusters Score -1.427907e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 245084 members 
Mstep: Class 6 contains 30919 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850124 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37645 members 
Mstep: Class 15 contains 26591 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100409 members 
Mstep: Class 18 contains 160996 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30984 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36247 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790672.000000 Penalty: 125124.562500
Iteration 283Q: 36 clusters Score -1.427907e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3760 members 
Mstep: Class 5 contains 245090 members 
Mstep: Class 6 contains 30926 members 
Mstep: Class 7 contains 39801 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850123 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37643 members 
Mstep: Class 15 contains 26578 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100416 members 
Mstep: Class 18 contains 160994 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30985 members 
Mstep: Class 23 contains 12141 members 
Mstep: Class 24 contains 4287 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7819 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36247 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790736.000000 Penalty: 125124.562500
Iteration 284Q: 36 clusters Score -1.427907e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3753 members 
Mstep: Class 5 contains 245090 members 
Mstep: Class 6 contains 30933 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850122 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37643 members 
Mstep: Class 15 contains 26571 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100423 members 
Mstep: Class 18 contains 160996 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 30983 members 
Mstep: Class 23 contains 12141 members 
Mstep: Class 24 contains 4286 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7823 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36250 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790832.000000 Penalty: 125124.562500
Iteration 285Q: 36 clusters Score -1.427908e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3747 members 
Mstep: Class 5 contains 245097 members 
Mstep: Class 6 contains 30938 members 
Mstep: Class 7 contains 39797 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 52396 members 
Mstep: Class 11 contains 850119 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37644 members 
Mstep: Class 15 contains 26569 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100429 members 
Mstep: Class 18 contains 160998 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 30982 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 4284 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7826 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36247 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790816.000000 Penalty: 125124.562500
Iteration 286Q: 36 clusters Score -1.427908e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 245103 members 
Mstep: Class 6 contains 30945 members 
Mstep: Class 7 contains 39794 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 52395 members 
Mstep: Class 11 contains 850116 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37644 members 
Mstep: Class 15 contains 26565 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30984 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7829 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790848.000000 Penalty: 125124.562500
Iteration 287Q: 36 clusters Score -1.427908e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 245107 members 
Mstep: Class 6 contains 30956 members 
Mstep: Class 7 contains 39795 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 52395 members 
Mstep: Class 11 contains 850113 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37644 members 
Mstep: Class 15 contains 26561 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30986 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7830 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790896.000000 Penalty: 125124.562500
Iteration 288Q: 36 clusters Score -1.427909e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 245109 members 
Mstep: Class 6 contains 30966 members 
Mstep: Class 7 contains 39796 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 52395 members 
Mstep: Class 11 contains 850115 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37644 members 
Mstep: Class 15 contains 26556 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30984 members 
Mstep: Class 23 contains 12140 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7831 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790848.000000 Penalty: 125124.562500
Iteration 289Q: 36 clusters Score -1.427908e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 3713 members 
Mstep: Class 5 contains 245117 members 
Mstep: Class 6 contains 30975 members 
Mstep: Class 7 contains 39798 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3229 members 
Mstep: Class 10 contains 52394 members 
Mstep: Class 11 contains 850113 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37642 members 
Mstep: Class 15 contains 26548 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30985 members 
Mstep: Class 23 contains 12141 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28977 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7833 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790960.000000 Penalty: 125124.562500
Iteration 290Q: 36 clusters Score -1.42791e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 245123 members 
Mstep: Class 6 contains 30982 members 
Mstep: Class 7 contains 39796 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 52394 members 
Mstep: Class 11 contains 850111 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 37639 members 
Mstep: Class 15 contains 26544 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100433 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30988 members 
Mstep: Class 23 contains 12141 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28976 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790928.000000 Penalty: 125124.562500
Iteration 291Q: 36 clusters Score -1.427909e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 245128 members 
Mstep: Class 6 contains 30992 members 
Mstep: Class 7 contains 39798 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 52394 members 
Mstep: Class 11 contains 850111 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 37636 members 
Mstep: Class 15 contains 26541 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30990 members 
Mstep: Class 23 contains 12142 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28976 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791008.000000 Penalty: 125124.562500
Iteration 292Q: 36 clusters Score -1.42791e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 3692 members 
Mstep: Class 5 contains 245132 members 
Mstep: Class 6 contains 31006 members 
Mstep: Class 7 contains 39799 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 52394 members 
Mstep: Class 11 contains 850107 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 37635 members 
Mstep: Class 15 contains 26540 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 161001 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30988 members 
Mstep: Class 23 contains 12142 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28976 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791008.000000 Penalty: 125124.562500
Iteration 293Q: 36 clusters Score -1.42791e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19751 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 245136 members 
Mstep: Class 6 contains 31016 members 
Mstep: Class 7 contains 39801 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 52394 members 
Mstep: Class 11 contains 850106 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37633 members 
Mstep: Class 15 contains 26539 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100431 members 
Mstep: Class 18 contains 161001 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30987 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36244 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791008.000000 Penalty: 125124.562500
Iteration 294Q: 36 clusters Score -1.42791e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19751 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 245143 members 
Mstep: Class 6 contains 31023 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 3216 members 
Mstep: Class 10 contains 52393 members 
Mstep: Class 11 contains 850103 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 37632 members 
Mstep: Class 15 contains 26536 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100428 members 
Mstep: Class 18 contains 161004 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30988 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 4283 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7835 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36241 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791040.000000 Penalty: 125124.562500
Iteration 295Q: 36 clusters Score -1.42791e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19751 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 245156 members 
Mstep: Class 6 contains 31026 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3212 members 
Mstep: Class 10 contains 52392 members 
Mstep: Class 11 contains 850100 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 37630 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 100427 members 
Mstep: Class 18 contains 161006 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30989 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7836 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36239 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791056.000000 Penalty: 125124.562500
Iteration 296Q: 36 clusters Score -1.427911e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19751 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 245160 members 
Mstep: Class 6 contains 31031 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 14649 members 
Mstep: Class 9 contains 3203 members 
Mstep: Class 10 contains 52395 members 
Mstep: Class 11 contains 850098 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100428 members 
Mstep: Class 18 contains 161005 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30989 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7838 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36238 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791072.000000 Penalty: 125124.562500
Iteration 297Q: 36 clusters Score -1.427911e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19750 members 
Mstep: Class 4 contains 3675 members 
Mstep: Class 5 contains 245171 members 
Mstep: Class 6 contains 31035 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 14649 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 52393 members 
Mstep: Class 11 contains 850095 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100427 members 
Mstep: Class 18 contains 161006 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30992 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 4279 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7839 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5160 members 
Mstep: Class 32 contains 36237 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791152.000000 Penalty: 125124.562500
Iteration 298Q: 36 clusters Score -1.427912e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 245180 members 
Mstep: Class 6 contains 31042 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14649 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 52392 members 
Mstep: Class 11 contains 850098 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 26531 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100424 members 
Mstep: Class 18 contains 161008 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30991 members 
Mstep: Class 23 contains 12146 members 
Mstep: Class 24 contains 4274 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7839 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36234 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791072.000000 Penalty: 125124.562500
Iteration 299Q: 36 clusters Score -1.427911e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 245185 members 
Mstep: Class 6 contains 31045 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14649 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 52392 members 
Mstep: Class 11 contains 850099 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 26529 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100423 members 
Mstep: Class 18 contains 161007 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30992 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4273 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36228 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791072.000000 Penalty: 125124.562500
Iteration 300F: 36 clusters Score -1.427911e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 245189 members 
Mstep: Class 6 contains 31046 members 
Mstep: Class 7 contains 39805 members 
Mstep: Class 8 contains 14649 members 
Mstep: Class 9 contains 3188 members 
Mstep: Class 10 contains 52391 members 
Mstep: Class 11 contains 850097 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26530 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100424 members 
Mstep: Class 18 contains 161008 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30992 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36227 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791024.000000 Penalty: 125124.562500
Iteration 301Q: 36 clusters Score -1.42791e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 245192 members 
Mstep: Class 6 contains 31049 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3187 members 
Mstep: Class 10 contains 52390 members 
Mstep: Class 11 contains 850095 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100424 members 
Mstep: Class 18 contains 161008 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30993 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4270 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36225 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791040.000000 Penalty: 125124.562500
Iteration 302Q: 36 clusters Score -1.42791e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 245205 members 
Mstep: Class 6 contains 31053 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 52385 members 
Mstep: Class 11 contains 850091 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100424 members 
Mstep: Class 18 contains 161007 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30993 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4270 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36220 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791104.000000 Penalty: 125124.562500
Iteration 303Q: 36 clusters Score -1.427911e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 245216 members 
Mstep: Class 6 contains 31055 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3185 members 
Mstep: Class 10 contains 52383 members 
Mstep: Class 11 contains 850088 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100421 members 
Mstep: Class 18 contains 161005 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30994 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36219 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791232.000000 Penalty: 125124.562500
Iteration 304Q: 36 clusters Score -1.427912e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 245223 members 
Mstep: Class 6 contains 31057 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3185 members 
Mstep: Class 10 contains 52380 members 
Mstep: Class 11 contains 850082 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100421 members 
Mstep: Class 18 contains 161003 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 30998 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 305Q: 36 clusters Score -1.427912e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 245230 members 
Mstep: Class 6 contains 31061 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850079 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100420 members 
Mstep: Class 18 contains 161001 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31001 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4268 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28974 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791216.000000 Penalty: 125124.562500
Iteration 306Q: 36 clusters Score -1.427912e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245231 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850081 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100420 members 
Mstep: Class 18 contains 160998 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31003 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4267 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28973 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791248.000000 Penalty: 125124.562500
Iteration 307Q: 36 clusters Score -1.427912e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245240 members 
Mstep: Class 6 contains 31070 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52374 members 
Mstep: Class 11 contains 850077 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100420 members 
Mstep: Class 18 contains 160997 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31003 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4265 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28972 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791216.000000 Penalty: 125124.562500
Iteration 308Q: 36 clusters Score -1.427912e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245252 members 
Mstep: Class 6 contains 31069 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850071 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100417 members 
Mstep: Class 18 contains 160997 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31004 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4261 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28972 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791216.000000 Penalty: 125124.562500
Iteration 309Q: 36 clusters Score -1.427912e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245263 members 
Mstep: Class 6 contains 31068 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850064 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37628 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100416 members 
Mstep: Class 18 contains 160997 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31004 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791216.000000 Penalty: 125124.562500
Iteration 310Q: 36 clusters Score -1.427912e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245268 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850063 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100415 members 
Mstep: Class 18 contains 160996 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31004 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4260 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 311Q: 36 clusters Score -1.427912e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245269 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850062 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 37626 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100414 members 
Mstep: Class 18 contains 160997 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31004 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4261 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791248.000000 Penalty: 125124.562500
Iteration 312Q: 36 clusters Score -1.427912e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245275 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850058 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 37625 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 160998 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31004 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4261 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 313Q: 36 clusters Score -1.427912e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245278 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39803 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850055 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37626 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31005 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4258 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791232.000000 Penalty: 125124.562500
Iteration 314Q: 36 clusters Score -1.427912e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245283 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52376 members 
Mstep: Class 11 contains 850053 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100412 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31006 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28970 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 315Q: 36 clusters Score -1.427912e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245284 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850049 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100412 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791232.000000 Penalty: 125124.562500
Iteration 316Q: 36 clusters Score -1.427912e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245286 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850047 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100412 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791216.000000 Penalty: 125124.562500
Iteration 317Q: 36 clusters Score -1.427912e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19749 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245288 members 
Mstep: Class 6 contains 31067 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3177 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850046 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100412 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791248.000000 Penalty: 125124.562500
Iteration 318Q: 36 clusters Score -1.427912e+08 nChanged 5
Entering ConstructFrom: 
Score: -142791248.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (29019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Entering Unmasked Estep 
Score: -2317223.000000 Penalty: 2548.375244
	Iteration 0F: 2 clusters Score -2317223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2297316.250000 Penalty: 5096.750488
	Iteration 0F: 3 clusters Score -2297316 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2304389.250000 Penalty: 5096.750488
	Iteration 1F: 3 clusters Score -2304389 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2304877.750000 Penalty: 5096.750488
	Iteration 2Q: 3 clusters Score -2304878 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2305400.000000 Penalty: 5096.750488
	Iteration 3Q: 3 clusters Score -2305400 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2306003.250000 Penalty: 5096.750488
	Iteration 4Q: 3 clusters Score -2306003 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2306715.000000 Penalty: 5096.750488
	Iteration 5F: 3 clusters Score -2306715 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2307642.750000 Penalty: 5096.750488
	Iteration 6F: 3 clusters Score -2307643 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2308727.250000 Penalty: 5096.750488
	Iteration 7F: 3 clusters Score -2308727 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2309948.250000 Penalty: 5096.750488
	Iteration 8F: 3 clusters Score -2309948 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2311140.750000 Penalty: 5096.750488
	Iteration 9F: 3 clusters Score -2311141 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -2312063.500000 Penalty: 5096.750488
	Iteration 10Q: 3 clusters Score -2312064 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -2312832.500000 Penalty: 5096.750488
	Iteration 11Q: 3 clusters Score -2312832 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2313467.500000 Penalty: 5096.750488
	Iteration 12Q: 3 clusters Score -2313468 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2313944.500000 Penalty: 5096.750488
	Iteration 13Q: 3 clusters Score -2313944 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2314266.250000 Penalty: 5096.750488
	Iteration 14Q: 3 clusters Score -2314266 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -2314481.750000 Penalty: 5096.750488
	Iteration 15Q: 3 clusters Score -2314482 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2314632.000000 Penalty: 5096.750488
	Iteration 16Q: 3 clusters Score -2314632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -2314724.250000 Penalty: 5096.750488
	Iteration 17Q: 3 clusters Score -2314724 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -2314792.750000 Penalty: 5096.750488
	Iteration 18Q: 3 clusters Score -2314793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2314844.500000 Penalty: 5096.750488
	Iteration 19Q: 3 clusters Score -2314844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2314873.250000 Penalty: 5096.750488
	Iteration 20F: 3 clusters Score -2314873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2314892.250000 Penalty: 5096.750488
	Iteration 21Q: 3 clusters Score -2314892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -2314910.750000 Penalty: 5096.750488
	Iteration 22Q: 3 clusters Score -2314911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2314930.250000 Penalty: 5096.750488
	Iteration 23Q: 3 clusters Score -2314930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2314938.750000 Penalty: 5096.750488
	Iteration 24Q: 3 clusters Score -2314939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -2314948.500000 Penalty: 5096.750488
	Iteration 25Q: 3 clusters Score -2314948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -2314958.250000 Penalty: 5096.750488
	Iteration 26Q: 3 clusters Score -2314958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -2314965.250000 Penalty: 5096.750488
	Iteration 27Q: 3 clusters Score -2314965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -2314970.500000 Penalty: 5096.750488
	Iteration 28Q: 3 clusters Score -2314970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2314971.750000 Penalty: 5096.750488
	Iteration 29Q: 3 clusters Score -2314972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -2314970.750000 Penalty: 5096.750488
	Iteration 30Q: 3 clusters Score -2314971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -2314974.000000 Penalty: 5096.750488
	Iteration 31Q: 3 clusters Score -2314974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -2314974.000000 Penalty: 5096.750488
	Iteration 32Q: 3 clusters Score -2314974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -2314980.500000 Penalty: 5096.750488
	Iteration 33Q: 3 clusters Score -2314980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2314980.500000 Penalty: 5096.750488
	Iteration 34Q: 3 clusters Score -2314980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2314982.000000 Penalty: 5096.750488
	Iteration 35Q: 3 clusters Score -2314982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2314983.750000 Penalty: 5096.750488
	Iteration 36Q: 3 clusters Score -2314984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2314983.750000 Penalty: 5096.750488
	Iteration 37F: 3 clusters Score -2314984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Entering Unmasked Estep 
Score: -925464.312500 Penalty: 2325.757812
	Iteration 0F: 2 clusters Score -925464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -916571.125000 Penalty: 4651.515625
	Iteration 0F: 3 clusters Score -916571.1 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -919289.500000 Penalty: 4651.515625
	Iteration 1F: 3 clusters Score -919289.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -919643.875000 Penalty: 4651.515625
	Iteration 2F: 3 clusters Score -919643.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -919959.125000 Penalty: 4651.515625
	Iteration 3F: 3 clusters Score -919959.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -920270.125000 Penalty: 4651.515625
	Iteration 4Q: 3 clusters Score -920270.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -920581.937500 Penalty: 4651.515625
	Iteration 5Q: 3 clusters Score -920581.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -920944.312500 Penalty: 4651.515625
	Iteration 6Q: 3 clusters Score -920944.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -921310.250000 Penalty: 4651.515625
	Iteration 7Q: 3 clusters Score -921310.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -921651.312500 Penalty: 4651.515625
	Iteration 8Q: 3 clusters Score -921651.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -921999.062500 Penalty: 4651.515625
	Iteration 9Q: 3 clusters Score -921999.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -922346.812500 Penalty: 4651.515625
	Iteration 10Q: 3 clusters Score -922346.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -922718.125000 Penalty: 4651.515625
	Iteration 11Q: 3 clusters Score -922718.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -923100.187500 Penalty: 4651.515625
	Iteration 12Q: 3 clusters Score -923100.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -923402.875000 Penalty: 4651.515625
	Iteration 13Q: 3 clusters Score -923402.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -923604.375000 Penalty: 4651.515625
	Iteration 14Q: 3 clusters Score -923604.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -923738.750000 Penalty: 4651.515625
	Iteration 15Q: 3 clusters Score -923738.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -923839.062500 Penalty: 4651.515625
	Iteration 16Q: 3 clusters Score -923839.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -923907.937500 Penalty: 4651.515625
	Iteration 17Q: 3 clusters Score -923907.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -923951.625000 Penalty: 4651.515625
	Iteration 18Q: 3 clusters Score -923951.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -923988.875000 Penalty: 4651.515625
	Iteration 19Q: 3 clusters Score -923988.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -924010.500000 Penalty: 4651.515625
	Iteration 20F: 3 clusters Score -924010.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -924023.187500 Penalty: 4651.515625
	Iteration 21Q: 3 clusters Score -924023.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -924027.625000 Penalty: 4651.515625
	Iteration 22Q: 3 clusters Score -924027.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -924037.437500 Penalty: 4651.515625
	Iteration 23Q: 3 clusters Score -924037.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -924044.687500 Penalty: 4651.515625
	Iteration 24Q: 3 clusters Score -924044.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -924051.187500 Penalty: 4651.515625
	Iteration 25Q: 3 clusters Score -924051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -924055.562500 Penalty: 4651.515625
	Iteration 26Q: 3 clusters Score -924055.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -924064.312500 Penalty: 4651.515625
	Iteration 27Q: 3 clusters Score -924064.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -924065.937500 Penalty: 4651.515625
	Iteration 28Q: 3 clusters Score -924065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -924070.250000 Penalty: 4651.515625
	Iteration 29Q: 3 clusters Score -924070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -924072.062500 Penalty: 4651.515625
	Iteration 30Q: 3 clusters Score -924072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -924072.250000 Penalty: 4651.515625
	Iteration 31Q: 3 clusters Score -924072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -924077.875000 Penalty: 4651.515625
	Iteration 32Q: 3 clusters Score -924077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -924077.625000 Penalty: 4651.515625
	Iteration 33Q: 3 clusters Score -924077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -924079.062500 Penalty: 4651.515625
	Iteration 34Q: 3 clusters Score -924079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -924078.625000 Penalty: 4651.515625
	Iteration 35Q: 3 clusters Score -924078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -924081.437500 Penalty: 4651.515625
	Iteration 36Q: 3 clusters Score -924081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -924081.812500 Penalty: 4651.515625
	Iteration 37Q: 3 clusters Score -924081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -924079.937500 Penalty: 4651.515625
	Iteration 38Q: 3 clusters Score -924079.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -924081.625000 Penalty: 4651.515625
	Iteration 39Q: 3 clusters Score -924081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -924081.937500 Penalty: 4651.515625
	Iteration 40F: 3 clusters Score -924081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Entering Unmasked Estep 
Score: -1635649.500000 Penalty: 2452.920166
	Iteration 0F: 2 clusters Score -1635650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1621612.875000 Penalty: 4905.840332
	Iteration 0F: 3 clusters Score -1621613 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1626300.625000 Penalty: 4905.840332
	Iteration 1F: 3 clusters Score -1626301 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1626676.000000 Penalty: 4905.840332
	Iteration 2F: 3 clusters Score -1626676 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1626940.625000 Penalty: 4905.840332
	Iteration 3Q: 3 clusters Score -1626941 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1627170.875000 Penalty: 4905.840332
	Iteration 4Q: 3 clusters Score -1627171 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1627344.125000 Penalty: 4905.840332
	Iteration 5Q: 3 clusters Score -1627344 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1627501.125000 Penalty: 4905.840332
	Iteration 6Q: 3 clusters Score -1627501 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1627645.750000 Penalty: 4905.840332
	Iteration 7Q: 3 clusters Score -1627646 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1627785.250000 Penalty: 4905.840332
	Iteration 8Q: 3 clusters Score -1627785 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1627915.250000 Penalty: 4905.840332
	Iteration 9Q: 3 clusters Score -1627915 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1628047.000000 Penalty: 4905.840332
	Iteration 10Q: 3 clusters Score -1628047 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1628184.125000 Penalty: 4905.840332
	Iteration 11Q: 3 clusters Score -1628184 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1628315.000000 Penalty: 4905.840332
	Iteration 12Q: 3 clusters Score -1628315 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1628457.750000 Penalty: 4905.840332
	Iteration 13Q: 3 clusters Score -1628458 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1628606.250000 Penalty: 4905.840332
	Iteration 14Q: 3 clusters Score -1628606 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1628794.000000 Penalty: 4905.840332
	Iteration 15Q: 3 clusters Score -1628794 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1629034.250000 Penalty: 4905.840332
	Iteration 16Q: 3 clusters Score -1629034 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1629313.625000 Penalty: 4905.840332
	Iteration 17Q: 3 clusters Score -1629314 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1629672.750000 Penalty: 4905.840332
	Iteration 18Q: 3 clusters Score -1629673 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1630133.500000 Penalty: 4905.840332
	Iteration 19Q: 3 clusters Score -1630134 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1630607.125000 Penalty: 4905.840332
	Iteration 20F: 3 clusters Score -1630607 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1631001.875000 Penalty: 4905.840332
	Iteration 21Q: 3 clusters Score -1631002 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1631310.125000 Penalty: 4905.840332
	Iteration 22Q: 3 clusters Score -1631310 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1631524.875000 Penalty: 4905.840332
	Iteration 23Q: 3 clusters Score -1631525 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1631702.750000 Penalty: 4905.840332
	Iteration 24Q: 3 clusters Score -1631703 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1631858.750000 Penalty: 4905.840332
	Iteration 25Q: 3 clusters Score -1631859 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1631992.625000 Penalty: 4905.840332
	Iteration 26Q: 3 clusters Score -1631993 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1632104.500000 Penalty: 4905.840332
	Iteration 27Q: 3 clusters Score -1632104 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1632207.750000 Penalty: 4905.840332
	Iteration 28Q: 3 clusters Score -1632208 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1632310.375000 Penalty: 4905.840332
	Iteration 29Q: 3 clusters Score -1632310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1632414.000000 Penalty: 4905.840332
	Iteration 30Q: 3 clusters Score -1632414 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1632520.875000 Penalty: 4905.840332
	Iteration 31Q: 3 clusters Score -1632521 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1632626.250000 Penalty: 4905.840332
	Iteration 32Q: 3 clusters Score -1632626 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1632720.250000 Penalty: 4905.840332
	Iteration 33Q: 3 clusters Score -1632720 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1632823.375000 Penalty: 4905.840332
	Iteration 34Q: 3 clusters Score -1632823 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1632922.625000 Penalty: 4905.840332
	Iteration 35Q: 3 clusters Score -1632923 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1633035.625000 Penalty: 4905.840332
	Iteration 36Q: 3 clusters Score -1633036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1633117.375000 Penalty: 4905.840332
	Iteration 37Q: 3 clusters Score -1633117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1633178.375000 Penalty: 4905.840332
	Iteration 38Q: 3 clusters Score -1633178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1633231.000000 Penalty: 4905.840332
	Iteration 39Q: 3 clusters Score -1633231 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1633280.250000 Penalty: 4905.840332
	Iteration 40F: 3 clusters Score -1633280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1633321.375000 Penalty: 4905.840332
	Iteration 41Q: 3 clusters Score -1633321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1633344.750000 Penalty: 4905.840332
	Iteration 42Q: 3 clusters Score -1633345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1633360.500000 Penalty: 4905.840332
	Iteration 43Q: 3 clusters Score -1633360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1633381.750000 Penalty: 4905.840332
	Iteration 44Q: 3 clusters Score -1633382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1633401.500000 Penalty: 4905.840332
	Iteration 45Q: 3 clusters Score -1633402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1633421.500000 Penalty: 4905.840332
	Iteration 46Q: 3 clusters Score -1633422 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1633437.125000 Penalty: 4905.840332
	Iteration 47Q: 3 clusters Score -1633437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1633448.375000 Penalty: 4905.840332
	Iteration 48Q: 3 clusters Score -1633448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1633472.500000 Penalty: 4905.840332
	Iteration 49Q: 3 clusters Score -1633472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1633483.375000 Penalty: 4905.840332
	Iteration 50Q: 3 clusters Score -1633483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1633495.875000 Penalty: 4905.840332
	Iteration 51Q: 3 clusters Score -1633496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1633506.625000 Penalty: 4905.840332
	Iteration 52Q: 3 clusters Score -1633507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1633509.500000 Penalty: 4905.840332
	Iteration 53Q: 3 clusters Score -1633510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1633523.250000 Penalty: 4905.840332
	Iteration 54Q: 3 clusters Score -1633523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1633542.875000 Penalty: 4905.840332
	Iteration 55Q: 3 clusters Score -1633543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1633569.000000 Penalty: 4905.840332
	Iteration 56Q: 3 clusters Score -1633569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1633575.375000 Penalty: 4905.840332
	Iteration 57Q: 3 clusters Score -1633575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1633579.625000 Penalty: 4905.840332
	Iteration 58Q: 3 clusters Score -1633580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1633582.625000 Penalty: 4905.840332
	Iteration 59Q: 3 clusters Score -1633583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1633584.875000 Penalty: 4905.840332
	Iteration 60F: 3 clusters Score -1633585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1633590.125000 Penalty: 4905.840332
	Iteration 61Q: 3 clusters Score -1633590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1633590.625000 Penalty: 4905.840332
	Iteration 62Q: 3 clusters Score -1633591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1633590.750000 Penalty: 4905.840332
	Iteration 63Q: 3 clusters Score -1633591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1633596.625000 Penalty: 4905.840332
	Iteration 64Q: 3 clusters Score -1633597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1633601.750000 Penalty: 4905.840332
	Iteration 65Q: 3 clusters Score -1633602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1633599.375000 Penalty: 4905.840332
	Iteration 66Q: 3 clusters Score -1633599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1633600.375000 Penalty: 4905.840332
	Iteration 67Q: 3 clusters Score -1633600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1633600.000000 Penalty: 4905.840332
	Iteration 68Q: 3 clusters Score -1633600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1633602.250000 Penalty: 4905.840332
	Iteration 69Q: 3 clusters Score -1633602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1633603.875000 Penalty: 4905.840332
	Iteration 70Q: 3 clusters Score -1633604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1633603.875000 Penalty: 4905.840332
	Iteration 71Q: 3 clusters Score -1633604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1633606.500000 Penalty: 4905.840332
	Iteration 72Q: 3 clusters Score -1633606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1633607.250000 Penalty: 4905.840332
	Iteration 73Q: 3 clusters Score -1633607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1633607.750000 Penalty: 4905.840332
	Iteration 74Q: 3 clusters Score -1633608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1633607.750000 Penalty: 4905.840332
	Iteration 75F: 3 clusters Score -1633608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -276183.156250 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -276183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -272487.656250 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -272487.7 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -273274.406250 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -273274.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -273462.125000 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -273462.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -273578.250000 Penalty: 4070.871582
	Iteration 3F: 3 clusters Score -273578.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -273682.218750 Penalty: 4070.871582
	Iteration 4Q: 3 clusters Score -273682.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -273749.312500 Penalty: 4070.871582
	Iteration 5Q: 3 clusters Score -273749.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -273786.843750 Penalty: 4070.871582
	Iteration 6Q: 3 clusters Score -273786.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -273823.281250 Penalty: 4070.871582
	Iteration 7Q: 3 clusters Score -273823.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -273856.375000 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -273856.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -273878.125000 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -273878.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -273893.437500 Penalty: 4070.871582
	Iteration 10Q: 3 clusters Score -273893.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -273910.281250 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -273910.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -273928.750000 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -273928.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -273949.531250 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -273949.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -273965.812500 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -273965.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -273983.062500 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -273983.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -274000.437500 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -274000.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -274019.593750 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -274019.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -274040.406250 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -274040.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -274057.375000 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -274057.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -274075.968750 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -274076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -274100.843750 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -274100.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -274130.375000 Penalty: 4070.871582
	Iteration 22Q: 3 clusters Score -274130.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -274155.937500 Penalty: 4070.871582
	Iteration 23Q: 3 clusters Score -274155.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -274187.531250 Penalty: 4070.871582
	Iteration 24Q: 3 clusters Score -274187.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -274213.812500 Penalty: 4070.871582
	Iteration 25Q: 3 clusters Score -274213.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -274243.843750 Penalty: 4070.871582
	Iteration 26Q: 3 clusters Score -274243.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -274275.593750 Penalty: 4070.871582
	Iteration 27Q: 3 clusters Score -274275.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -274306.500000 Penalty: 4070.871582
	Iteration 28Q: 3 clusters Score -274306.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -274333.312500 Penalty: 4070.871582
	Iteration 29Q: 3 clusters Score -274333.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -274370.468750 Penalty: 4070.871582
	Iteration 30Q: 3 clusters Score -274370.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -274404.718750 Penalty: 4070.871582
	Iteration 31Q: 3 clusters Score -274404.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274447.781250 Penalty: 4070.871582
	Iteration 32Q: 3 clusters Score -274447.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -274494.156250 Penalty: 4070.871582
	Iteration 33Q: 3 clusters Score -274494.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -274543.312500 Penalty: 4070.871582
	Iteration 34Q: 3 clusters Score -274543.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274600.531250 Penalty: 4070.871582
	Iteration 35Q: 3 clusters Score -274600.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274648.000000 Penalty: 4070.871582
	Iteration 36Q: 3 clusters Score -274648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -274707.750000 Penalty: 4070.871582
	Iteration 37Q: 3 clusters Score -274707.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -274774.250000 Penalty: 4070.871582
	Iteration 38Q: 3 clusters Score -274774.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -274842.625000 Penalty: 4070.871582
	Iteration 39Q: 3 clusters Score -274842.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -274909.000000 Penalty: 4070.871582
	Iteration 40F: 3 clusters Score -274909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -274962.656250 Penalty: 4070.871582
	Iteration 41Q: 3 clusters Score -274962.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -274993.125000 Penalty: 4070.871582
	Iteration 42Q: 3 clusters Score -274993.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -275011.750000 Penalty: 4070.871582
	Iteration 43Q: 3 clusters Score -275011.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -275028.468750 Penalty: 4070.871582
	Iteration 44Q: 3 clusters Score -275028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275038.156250 Penalty: 4070.871582
	Iteration 45Q: 3 clusters Score -275038.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -275047.718750 Penalty: 4070.871582
	Iteration 46Q: 3 clusters Score -275047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -275054.875000 Penalty: 4070.871582
	Iteration 47Q: 3 clusters Score -275054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275059.218750 Penalty: 4070.871582
	Iteration 48Q: 3 clusters Score -275059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -275061.281250 Penalty: 4070.871582
	Iteration 49Q: 3 clusters Score -275061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -275064.125000 Penalty: 4070.871582
	Iteration 50Q: 3 clusters Score -275064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -275066.218750 Penalty: 4070.871582
	Iteration 51Q: 3 clusters Score -275066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -275068.625000 Penalty: 4070.871582
	Iteration 52Q: 3 clusters Score -275068.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -275073.656250 Penalty: 4070.871582
	Iteration 53Q: 3 clusters Score -275073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -275076.875000 Penalty: 4070.871582
	Iteration 54Q: 3 clusters Score -275076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -275077.875000 Penalty: 4070.871582
	Iteration 55Q: 3 clusters Score -275077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -275082.156250 Penalty: 4070.871582
	Iteration 56Q: 3 clusters Score -275082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -275084.281250 Penalty: 4070.871582
	Iteration 57Q: 3 clusters Score -275084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -275084.531250 Penalty: 4070.871582
	Iteration 58Q: 3 clusters Score -275084.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -275084.531250 Penalty: 4070.871582
	Iteration 59F: 3 clusters Score -275084.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (245293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245293 members 
Entering Unmasked Estep 
Score: -19816048.000000 Penalty: 3077.731689
	Iteration 0F: 2 clusters Score -1.981605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122636 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -19651084.000000 Penalty: 6155.463379
	Iteration 0F: 3 clusters Score -1.965108e+07 nChanged 118312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123430 members 
Mstep: Class 2 contains 121863 members 
Entering Unmasked Estep 
Score: -19721206.000000 Penalty: 6155.463379
	Iteration 1F: 3 clusters Score -1.972121e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123705 members 
Mstep: Class 2 contains 121588 members 
Entering Unmasked Estep 
Score: -19722150.000000 Penalty: 6155.463379
	Iteration 2Q: 3 clusters Score -1.972215e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124073 members 
Mstep: Class 2 contains 121220 members 
Entering Unmasked Estep 
Score: -19723218.000000 Penalty: 6155.463379
	Iteration 3Q: 3 clusters Score -1.972322e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -19724362.000000 Penalty: 6155.463379
	Iteration 4Q: 3 clusters Score -1.972436e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125960 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -19725878.000000 Penalty: 6155.463379
	Iteration 5Q: 3 clusters Score -1.972588e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 117481 members 
Entering Unmasked Estep 
Score: -19727774.000000 Penalty: 6155.463379
	Iteration 6Q: 3 clusters Score -1.972777e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -19730808.000000 Penalty: 6155.463379
	Iteration 7Q: 3 clusters Score -1.973081e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -19735184.000000 Penalty: 6155.463379
	Iteration 8Q: 3 clusters Score -1.973518e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -19741684.000000 Penalty: 6155.463379
	Iteration 9Q: 3 clusters Score -1.974168e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145696 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
Score: -19750358.000000 Penalty: 6155.463379
	Iteration 10F: 3 clusters Score -1.975036e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 93579 members 
Entering Unmasked Estep 
Score: -19760896.000000 Penalty: 6155.463379
	Iteration 11F: 3 clusters Score -1.97609e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156660 members 
Mstep: Class 2 contains 88633 members 
Entering Unmasked Estep 
Score: -19769930.000000 Penalty: 6155.463379
	Iteration 12F: 3 clusters Score -1.976993e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160501 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -19774502.000000 Penalty: 6155.463379
	Iteration 13Q: 3 clusters Score -1.97745e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -19776418.000000 Penalty: 6155.463379
	Iteration 14Q: 3 clusters Score -1.977642e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -19777708.000000 Penalty: 6155.463379
	Iteration 15Q: 3 clusters Score -1.977771e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171834 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -19779022.000000 Penalty: 6155.463379
	Iteration 16Q: 3 clusters Score -1.977902e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175936 members 
Mstep: Class 2 contains 69357 members 
Entering Unmasked Estep 
Score: -19780246.000000 Penalty: 6155.463379
	Iteration 17Q: 3 clusters Score -1.978025e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180234 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -19781608.000000 Penalty: 6155.463379
	Iteration 18Q: 3 clusters Score -1.978161e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184760 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -19783080.000000 Penalty: 6155.463379
	Iteration 19Q: 3 clusters Score -1.978308e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189495 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -19784744.000000 Penalty: 6155.463379
	Iteration 20F: 3 clusters Score -1.978474e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194430 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -19786554.000000 Penalty: 6155.463379
	Iteration 21Q: 3 clusters Score -1.978655e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199417 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -19788564.000000 Penalty: 6155.463379
	Iteration 22Q: 3 clusters Score -1.978856e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204425 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -19790692.000000 Penalty: 6155.463379
	Iteration 23Q: 3 clusters Score -1.979069e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209517 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -19793310.000000 Penalty: 6155.463379
	Iteration 24Q: 3 clusters Score -1.979331e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214559 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -19795898.000000 Penalty: 6155.463379
	Iteration 25Q: 3 clusters Score -1.97959e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219400 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -19798620.000000 Penalty: 6155.463379
	Iteration 26Q: 3 clusters Score -1.979862e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224001 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -19801136.000000 Penalty: 6155.463379
	Iteration 27Q: 3 clusters Score -1.980114e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228259 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -19803602.000000 Penalty: 6155.463379
	Iteration 28Q: 3 clusters Score -1.98036e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232066 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -19806086.000000 Penalty: 6155.463379
	Iteration 29Q: 3 clusters Score -1.980609e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235270 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -19808194.000000 Penalty: 6155.463379
	Iteration 30Q: 3 clusters Score -1.980819e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237961 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -19809990.000000 Penalty: 6155.463379
	Iteration 31Q: 3 clusters Score -1.980999e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240015 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -19811328.000000 Penalty: 6155.463379
	Iteration 32Q: 3 clusters Score -1.981133e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241404 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -19812206.000000 Penalty: 6155.463379
	Iteration 33Q: 3 clusters Score -1.981221e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242306 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -19812810.000000 Penalty: 6155.463379
	Iteration 34Q: 3 clusters Score -1.981281e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242863 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -19813282.000000 Penalty: 6155.463379
	Iteration 35Q: 3 clusters Score -1.981328e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243161 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19813604.000000 Penalty: 6155.463379
	Iteration 36Q: 3 clusters Score -1.98136e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243335 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -19813802.000000 Penalty: 6155.463379
	Iteration 37Q: 3 clusters Score -1.98138e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243435 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -19813918.000000 Penalty: 6155.463379
	Iteration 38Q: 3 clusters Score -1.981392e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243500 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -19814000.000000 Penalty: 6155.463379
	Iteration 39Q: 3 clusters Score -1.9814e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243561 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -19814010.000000 Penalty: 6155.463379
	Iteration 40F: 3 clusters Score -1.981401e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243612 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19814018.000000 Penalty: 6155.463379
	Iteration 41Q: 3 clusters Score -1.981402e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243643 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19814078.000000 Penalty: 6155.463379
	Iteration 42Q: 3 clusters Score -1.981408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243683 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19814090.000000 Penalty: 6155.463379
	Iteration 43Q: 3 clusters Score -1.981409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243723 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19814118.000000 Penalty: 6155.463379
	Iteration 44Q: 3 clusters Score -1.981412e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243755 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19814184.000000 Penalty: 6155.463379
	Iteration 45Q: 3 clusters Score -1.981418e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243770 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19814220.000000 Penalty: 6155.463379
	Iteration 46Q: 3 clusters Score -1.981422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243786 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19814232.000000 Penalty: 6155.463379
	Iteration 47Q: 3 clusters Score -1.981423e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243797 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19814230.000000 Penalty: 6155.463379
	Iteration 48Q: 3 clusters Score -1.981423e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19814256.000000 Penalty: 6155.463379
	Iteration 49Q: 3 clusters Score -1.981426e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243818 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19814294.000000 Penalty: 6155.463379
	Iteration 50Q: 3 clusters Score -1.981429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243820 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19814300.000000 Penalty: 6155.463379
	Iteration 51Q: 3 clusters Score -1.98143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243821 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19814312.000000 Penalty: 6155.463379
	Iteration 52Q: 3 clusters Score -1.981431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243822 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19814306.000000 Penalty: 6155.463379
	Iteration 53Q: 3 clusters Score -1.981431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243822 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19814302.000000 Penalty: 6155.463379
	Iteration 54Q: 3 clusters Score -1.98143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243817 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -19814314.000000 Penalty: 6155.463379
	Iteration 55Q: 3 clusters Score -1.981431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243815 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19814328.000000 Penalty: 6155.463379
	Iteration 56Q: 3 clusters Score -1.981433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243812 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19814324.000000 Penalty: 6155.463379
	Iteration 57Q: 3 clusters Score -1.981432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243816 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19814330.000000 Penalty: 6155.463379
	Iteration 58Q: 3 clusters Score -1.981433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243818 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19814334.000000 Penalty: 6155.463379
	Iteration 59Q: 3 clusters Score -1.981433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243816 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19814332.000000 Penalty: 6155.463379
	Iteration 60F: 3 clusters Score -1.981433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243815 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19814324.000000 Penalty: 6155.463379
	Iteration 61Q: 3 clusters Score -1.981432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243816 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19814340.000000 Penalty: 6155.463379
	Iteration 62Q: 3 clusters Score -1.981434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243814 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -19814340.000000 Penalty: 6155.463379
	Iteration 63Q: 3 clusters Score -1.981434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243814 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -19814340.000000 Penalty: 6155.463379
	Iteration 64F: 3 clusters Score -1.981434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Entering Unmasked Estep 
Score: -2458865.000000 Penalty: 2565.279541
	Iteration 0F: 2 clusters Score -2458865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2437550.250000 Penalty: 5130.559082
	Iteration 0F: 3 clusters Score -2437550 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2445067.500000 Penalty: 5130.559082
	Iteration 1F: 3 clusters Score -2445068 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2445463.000000 Penalty: 5130.559082
	Iteration 2Q: 3 clusters Score -2445463 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2445813.250000 Penalty: 5130.559082
	Iteration 3Q: 3 clusters Score -2445813 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2446128.750000 Penalty: 5130.559082
	Iteration 4Q: 3 clusters Score -2446129 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2446464.750000 Penalty: 5130.559082
	Iteration 5Q: 3 clusters Score -2446465 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2446849.000000 Penalty: 5130.559082
	Iteration 6Q: 3 clusters Score -2446849 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2447347.250000 Penalty: 5130.559082
	Iteration 7Q: 3 clusters Score -2447347 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2448080.750000 Penalty: 5130.559082
	Iteration 8Q: 3 clusters Score -2448081 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2449093.000000 Penalty: 5130.559082
	Iteration 9F: 3 clusters Score -2449093 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2450499.750000 Penalty: 5130.559082
	Iteration 10F: 3 clusters Score -2450500 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -2452232.000000 Penalty: 5130.559082
	Iteration 11F: 3 clusters Score -2452232 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2453941.500000 Penalty: 5130.559082
	Iteration 12F: 3 clusters Score -2453942 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2455229.000000 Penalty: 5130.559082
	Iteration 13Q: 3 clusters Score -2455229 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2455941.750000 Penalty: 5130.559082
	Iteration 14Q: 3 clusters Score -2455942 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -2456273.750000 Penalty: 5130.559082
	Iteration 15Q: 3 clusters Score -2456274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -2456417.750000 Penalty: 5130.559082
	Iteration 16Q: 3 clusters Score -2456418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -2456477.250000 Penalty: 5130.559082
	Iteration 17Q: 3 clusters Score -2456477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -2456519.750000 Penalty: 5130.559082
	Iteration 18Q: 3 clusters Score -2456520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -2456552.000000 Penalty: 5130.559082
	Iteration 19Q: 3 clusters Score -2456552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -2456572.500000 Penalty: 5130.559082
	Iteration 20F: 3 clusters Score -2456572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -2456582.250000 Penalty: 5130.559082
	Iteration 21Q: 3 clusters Score -2456582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -2456591.000000 Penalty: 5130.559082
	Iteration 22Q: 3 clusters Score -2456591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -2456597.500000 Penalty: 5130.559082
	Iteration 23Q: 3 clusters Score -2456598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -2456595.500000 Penalty: 5130.559082
	Iteration 24Q: 3 clusters Score -2456596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -2456595.500000 Penalty: 5130.559082
	Iteration 25F: 3 clusters Score -2456596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Entering Unmasked Estep 
Score: -3089641.250000 Penalty: 2626.734863
	Iteration 0F: 2 clusters Score -3089641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3062594.750000 Penalty: 5253.469727
	Iteration 0F: 3 clusters Score -3062595 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3072853.750000 Penalty: 5253.469727
	Iteration 1F: 3 clusters Score -3072854 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3073783.500000 Penalty: 5253.469727
	Iteration 2F: 3 clusters Score -3073784 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3074905.000000 Penalty: 5253.469727
	Iteration 3F: 3 clusters Score -3074905 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3076405.000000 Penalty: 5253.469727
	Iteration 4F: 3 clusters Score -3076405 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3078248.250000 Penalty: 5253.469727
	Iteration 5F: 3 clusters Score -3078248 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3080333.250000 Penalty: 5253.469727
	Iteration 6F: 3 clusters Score -3080333 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3082287.500000 Penalty: 5253.469727
	Iteration 7F: 3 clusters Score -3082288 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3083819.250000 Penalty: 5253.469727
	Iteration 8F: 3 clusters Score -3083819 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3084888.500000 Penalty: 5253.469727
	Iteration 9Q: 3 clusters Score -3084888 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3085712.000000 Penalty: 5253.469727
	Iteration 10Q: 3 clusters Score -3085712 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3086246.250000 Penalty: 5253.469727
	Iteration 11Q: 3 clusters Score -3086246 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3086607.000000 Penalty: 5253.469727
	Iteration 12Q: 3 clusters Score -3086607 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3086877.750000 Penalty: 5253.469727
	Iteration 13Q: 3 clusters Score -3086878 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3087050.750000 Penalty: 5253.469727
	Iteration 14Q: 3 clusters Score -3087051 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3087227.500000 Penalty: 5253.469727
	Iteration 15Q: 3 clusters Score -3087228 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3087379.000000 Penalty: 5253.469727
	Iteration 16Q: 3 clusters Score -3087379 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3087529.250000 Penalty: 5253.469727
	Iteration 17Q: 3 clusters Score -3087529 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3087641.250000 Penalty: 5253.469727
	Iteration 18Q: 3 clusters Score -3087641 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3087744.000000 Penalty: 5253.469727
	Iteration 19Q: 3 clusters Score -3087744 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3087815.250000 Penalty: 5253.469727
	Iteration 20F: 3 clusters Score -3087815 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3087879.750000 Penalty: 5253.469727
	Iteration 21Q: 3 clusters Score -3087880 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3087968.500000 Penalty: 5253.469727
	Iteration 22Q: 3 clusters Score -3087968 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3088024.500000 Penalty: 5253.469727
	Iteration 23Q: 3 clusters Score -3088024 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3088097.750000 Penalty: 5253.469727
	Iteration 24Q: 3 clusters Score -3088098 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3088145.750000 Penalty: 5253.469727
	Iteration 25Q: 3 clusters Score -3088146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3088197.750000 Penalty: 5253.469727
	Iteration 26Q: 3 clusters Score -3088198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3088243.500000 Penalty: 5253.469727
	Iteration 27Q: 3 clusters Score -3088244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3088286.250000 Penalty: 5253.469727
	Iteration 28Q: 3 clusters Score -3088286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3088304.000000 Penalty: 5253.469727
	Iteration 29Q: 3 clusters Score -3088304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3088335.250000 Penalty: 5253.469727
	Iteration 30Q: 3 clusters Score -3088335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3088351.000000 Penalty: 5253.469727
	Iteration 31Q: 3 clusters Score -3088351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3088361.000000 Penalty: 5253.469727
	Iteration 32Q: 3 clusters Score -3088361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3088382.750000 Penalty: 5253.469727
	Iteration 33Q: 3 clusters Score -3088383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3088396.500000 Penalty: 5253.469727
	Iteration 34Q: 3 clusters Score -3088396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3088412.500000 Penalty: 5253.469727
	Iteration 35Q: 3 clusters Score -3088412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3088421.250000 Penalty: 5253.469727
	Iteration 36Q: 3 clusters Score -3088421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3088417.250000 Penalty: 5253.469727
	Iteration 37Q: 3 clusters Score -3088417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3088414.500000 Penalty: 5253.469727
	Iteration 38Q: 3 clusters Score -3088414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3088416.750000 Penalty: 5253.469727
	Iteration 39Q: 3 clusters Score -3088417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3088420.750000 Penalty: 5253.469727
	Iteration 40F: 3 clusters Score -3088421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3088419.250000 Penalty: 5253.469727
	Iteration 41Q: 3 clusters Score -3088419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3088415.250000 Penalty: 5253.469727
	Iteration 42Q: 3 clusters Score -3088415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3088420.000000 Penalty: 5253.469727
	Iteration 43Q: 3 clusters Score -3088420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3088420.500000 Penalty: 5253.469727
	Iteration 44Q: 3 clusters Score -3088420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3088423.000000 Penalty: 5253.469727
	Iteration 45Q: 3 clusters Score -3088423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3088424.250000 Penalty: 5253.469727
	Iteration 46Q: 3 clusters Score -3088424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3088427.250000 Penalty: 5253.469727
	Iteration 47Q: 3 clusters Score -3088427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3088424.500000 Penalty: 5253.469727
	Iteration 48Q: 3 clusters Score -3088424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3088425.500000 Penalty: 5253.469727
	Iteration 49Q: 3 clusters Score -3088426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3088428.500000 Penalty: 5253.469727
	Iteration 50Q: 3 clusters Score -3088428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3088430.250000 Penalty: 5253.469727
	Iteration 51Q: 3 clusters Score -3088430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3088431.000000 Penalty: 5253.469727
	Iteration 52Q: 3 clusters Score -3088431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3088434.750000 Penalty: 5253.469727
	Iteration 53Q: 3 clusters Score -3088435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3088434.000000 Penalty: 5253.469727
	Iteration 54Q: 3 clusters Score -3088434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3088434.250000 Penalty: 5253.469727
	Iteration 55Q: 3 clusters Score -3088434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3088439.000000 Penalty: 5253.469727
	Iteration 56Q: 3 clusters Score -3088439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3088438.250000 Penalty: 5253.469727
	Iteration 57Q: 3 clusters Score -3088438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3088440.250000 Penalty: 5253.469727
	Iteration 58Q: 3 clusters Score -3088440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3088433.750000 Penalty: 5253.469727
	Iteration 59Q: 3 clusters Score -3088434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3088430.500000 Penalty: 5253.469727
	Iteration 60F: 3 clusters Score -3088430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3088429.000000 Penalty: 5253.469727
	Iteration 61Q: 3 clusters Score -3088429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3088429.250000 Penalty: 5253.469727
	Iteration 62Q: 3 clusters Score -3088429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3088431.750000 Penalty: 5253.469727
	Iteration 63Q: 3 clusters Score -3088432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3088430.750000 Penalty: 5253.469727
	Iteration 64Q: 3 clusters Score -3088431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3088430.500000 Penalty: 5253.469727
	Iteration 65Q: 3 clusters Score -3088430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3088432.250000 Penalty: 5253.469727
	Iteration 66Q: 3 clusters Score -3088432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3088429.750000 Penalty: 5253.469727
	Iteration 67Q: 3 clusters Score -3088430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3088430.000000 Penalty: 5253.469727
	Iteration 68Q: 3 clusters Score -3088430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3088432.500000 Penalty: 5253.469727
	Iteration 69Q: 3 clusters Score -3088432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3088433.750000 Penalty: 5253.469727
	Iteration 70Q: 3 clusters Score -3088434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3088433.750000 Penalty: 5253.469727
	Iteration 71F: 3 clusters Score -3088434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -1173451.750000 Penalty: 2378.864502
	Iteration 0F: 2 clusters Score -1173452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1162812.125000 Penalty: 4757.729004
	Iteration 0F: 3 clusters Score -1162812 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1166070.875000 Penalty: 4757.729004
	Iteration 1F: 3 clusters Score -1166071 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1166342.750000 Penalty: 4757.729004
	Iteration 2F: 3 clusters Score -1166343 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1166564.250000 Penalty: 4757.729004
	Iteration 3Q: 3 clusters Score -1166564 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1166756.625000 Penalty: 4757.729004
	Iteration 4Q: 3 clusters Score -1166757 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1166906.375000 Penalty: 4757.729004
	Iteration 5Q: 3 clusters Score -1166906 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1167036.125000 Penalty: 4757.729004
	Iteration 6Q: 3 clusters Score -1167036 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1167188.625000 Penalty: 4757.729004
	Iteration 7Q: 3 clusters Score -1167189 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1167354.750000 Penalty: 4757.729004
	Iteration 8Q: 3 clusters Score -1167355 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1167568.125000 Penalty: 4757.729004
	Iteration 9Q: 3 clusters Score -1167568 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1167871.375000 Penalty: 4757.729004
	Iteration 10Q: 3 clusters Score -1167871 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1168282.625000 Penalty: 4757.729004
	Iteration 11Q: 3 clusters Score -1168283 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1168807.750000 Penalty: 4757.729004
	Iteration 12F: 3 clusters Score -1168808 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1169402.000000 Penalty: 4757.729004
	Iteration 13F: 3 clusters Score -1169402 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1170021.375000 Penalty: 4757.729004
	Iteration 14F: 3 clusters Score -1170021 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1170607.625000 Penalty: 4757.729004
	Iteration 15Q: 3 clusters Score -1170608 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1171106.125000 Penalty: 4757.729004
	Iteration 16Q: 3 clusters Score -1171106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1171552.500000 Penalty: 4757.729004
	Iteration 17Q: 3 clusters Score -1171552 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1171860.125000 Penalty: 4757.729004
	Iteration 18Q: 3 clusters Score -1171860 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1172008.500000 Penalty: 4757.729004
	Iteration 19Q: 3 clusters Score -1172008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1172064.625000 Penalty: 4757.729004
	Iteration 20F: 3 clusters Score -1172065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1172091.000000 Penalty: 4757.729004
	Iteration 21Q: 3 clusters Score -1172091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1172095.000000 Penalty: 4757.729004
	Iteration 22Q: 3 clusters Score -1172095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1172098.750000 Penalty: 4757.729004
	Iteration 23Q: 3 clusters Score -1172099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1172100.125000 Penalty: 4757.729004
	Iteration 24Q: 3 clusters Score -1172100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1172100.375000 Penalty: 4757.729004
	Iteration 25Q: 3 clusters Score -1172100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1172105.000000 Penalty: 4757.729004
	Iteration 26Q: 3 clusters Score -1172105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1172106.250000 Penalty: 4757.729004
	Iteration 27Q: 3 clusters Score -1172106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1172104.625000 Penalty: 4757.729004
	Iteration 28Q: 3 clusters Score -1172105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1172104.625000 Penalty: 4757.729004
	Iteration 29Q: 3 clusters Score -1172105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1172103.375000 Penalty: 4757.729004
	Iteration 30Q: 3 clusters Score -1172103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1172105.125000 Penalty: 4757.729004
	Iteration 31Q: 3 clusters Score -1172105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1172105.125000 Penalty: 4757.729004
	Iteration 32F: 3 clusters Score -1172105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -252484.906250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -252484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -249090.640625 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -249090.6 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -249737.015625 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -249737 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -249893.765625 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -249893.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -249986.921875 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -249986.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -250048.359375 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -250048.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -250094.531250 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -250094.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -250132.390625 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -250132.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -250151.375000 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -250151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -250169.953125 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -250170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -250185.453125 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -250185.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -250197.765625 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -250197.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -250212.312500 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -250212.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -250222.796875 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -250222.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250229.281250 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -250229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250236.843750 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -250236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250242.250000 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -250242.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -250251.781250 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -250251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -250257.750000 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -250257.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -250264.093750 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -250264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -250269.453125 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -250269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -250277.671875 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -250277.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -250284.531250 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -250284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -250288.375000 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -250288.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -250291.609375 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -250291.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -250296.890625 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -250296.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -250302.140625 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -250302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -250304.515625 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -250304.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -250309.890625 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -250309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -250316.203125 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -250316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -250323.390625 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -250323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -250329.640625 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -250329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -250336.328125 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -250336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -250340.718750 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -250340.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250344.312500 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -250344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -250347.031250 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -250347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -250348.968750 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -250349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -250349.875000 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -250349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -250352.031250 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -250352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -250354.265625 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -250354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -250356.828125 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -250356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -250357.656250 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -250357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -250358.953125 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -250359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -250359.734375 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -250359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -250360.421875 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -250360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -250360.937500 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -250360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -250361.500000 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -250361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -250361.500000 Penalty: 3999.435059
	Iteration 46F: 3 clusters Score -250361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Entering Unmasked Estep 
Score: -4312607.000000 Penalty: 2694.823242
	Iteration 0F: 2 clusters Score -4312607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4277145.500000 Penalty: 5389.646484
	Iteration 0F: 3 clusters Score -4277146 nChanged 24225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4290641.500000 Penalty: 5389.646484
	Iteration 1F: 3 clusters Score -4290642 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4291241.000000 Penalty: 5389.646484
	Iteration 2Q: 3 clusters Score -4291241 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -4291985.500000 Penalty: 5389.646484
	Iteration 3Q: 3 clusters Score -4291986 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4292958.000000 Penalty: 5389.646484
	Iteration 4Q: 3 clusters Score -4292958 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -4294351.500000 Penalty: 5389.646484
	Iteration 5F: 3 clusters Score -4294352 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4296597.500000 Penalty: 5389.646484
	Iteration 6F: 3 clusters Score -4296598 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4299584.500000 Penalty: 5389.646484
	Iteration 7F: 3 clusters Score -4299584 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -4303223.500000 Penalty: 5389.646484
	Iteration 8F: 3 clusters Score -4303224 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -4306432.000000 Penalty: 5389.646484
	Iteration 9F: 3 clusters Score -4306432 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -4308680.500000 Penalty: 5389.646484
	Iteration 10Q: 3 clusters Score -4308680 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -4309941.000000 Penalty: 5389.646484
	Iteration 11Q: 3 clusters Score -4309941 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -4310504.000000 Penalty: 5389.646484
	Iteration 12Q: 3 clusters Score -4310504 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -4310720.500000 Penalty: 5389.646484
	Iteration 13Q: 3 clusters Score -4310720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -4310806.000000 Penalty: 5389.646484
	Iteration 14Q: 3 clusters Score -4310806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -4310837.000000 Penalty: 5389.646484
	Iteration 15Q: 3 clusters Score -4310837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -4310866.000000 Penalty: 5389.646484
	Iteration 16Q: 3 clusters Score -4310866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -4310875.000000 Penalty: 5389.646484
	Iteration 17Q: 3 clusters Score -4310875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -4310891.000000 Penalty: 5389.646484
	Iteration 18Q: 3 clusters Score -4310891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -4310907.000000 Penalty: 5389.646484
	Iteration 19Q: 3 clusters Score -4310907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -4310911.500000 Penalty: 5389.646484
	Iteration 20F: 3 clusters Score -4310912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -4310915.000000 Penalty: 5389.646484
	Iteration 21Q: 3 clusters Score -4310915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -4310922.500000 Penalty: 5389.646484
	Iteration 22Q: 3 clusters Score -4310922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -4310921.000000 Penalty: 5389.646484
	Iteration 23Q: 3 clusters Score -4310921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -4310921.000000 Penalty: 5389.646484
	Iteration 24Q: 3 clusters Score -4310921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -4310924.000000 Penalty: 5389.646484
	Iteration 25Q: 3 clusters Score -4310924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -4310926.000000 Penalty: 5389.646484
	Iteration 26Q: 3 clusters Score -4310926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -4310926.000000 Penalty: 5389.646484
	Iteration 27F: 3 clusters Score -4310926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (850045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850045 members 
Entering Unmasked Estep 
Score: -68627992.000000 Penalty: 3385.955078
	Iteration 0F: 2 clusters Score -6.862799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425727 members 
Mstep: Class 2 contains 424318 members 
Entering Unmasked Estep 
Score: -68058584.000000 Penalty: 6771.910156
	Iteration 0F: 3 clusters Score -6.805858e+07 nChanged 417904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446699 members 
Mstep: Class 2 contains 403346 members 
Entering Unmasked Estep 
Score: -68313272.000000 Penalty: 6771.910156
	Iteration 1F: 3 clusters Score -6.831327e+07 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460513 members 
Mstep: Class 2 contains 389532 members 
Entering Unmasked Estep 
Score: -68317600.000000 Penalty: 6771.910156
	Iteration 2Q: 3 clusters Score -6.83176e+07 nChanged 24982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482689 members 
Mstep: Class 2 contains 367356 members 
Entering Unmasked Estep 
Score: -68325472.000000 Penalty: 6771.910156
	Iteration 3Q: 3 clusters Score -6.832547e+07 nChanged 35847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517544 members 
Mstep: Class 2 contains 332501 members 
Entering Unmasked Estep 
Score: -68341168.000000 Penalty: 6771.910156
	Iteration 4Q: 3 clusters Score -6.834117e+07 nChanged 52630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569936 members 
Mstep: Class 2 contains 280109 members 
Entering Unmasked Estep 
Score: -68373000.000000 Penalty: 6771.910156
	Iteration 5F: 3 clusters Score -6.8373e+07 nChanged 71954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641866 members 
Mstep: Class 2 contains 208179 members 
Entering Unmasked Estep 
Score: -68426520.000000 Penalty: 6771.910156
	Iteration 6F: 3 clusters Score -6.842652e+07 nChanged 83082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724948 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -68500672.000000 Penalty: 6771.910156
	Iteration 7F: 3 clusters Score -6.850067e+07 nChanged 70405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795353 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -68570224.000000 Penalty: 6771.910156
	Iteration 8F: 3 clusters Score -6.857022e+07 nChanged 38082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833435 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -68608512.000000 Penalty: 6771.910156
	Iteration 9Q: 3 clusters Score -6.860851e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846241 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -68620864.000000 Penalty: 6771.910156
	Iteration 10Q: 3 clusters Score -6.862086e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849136 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -68623880.000000 Penalty: 6771.910156
	Iteration 11Q: 3 clusters Score -6.862388e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849696 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68624552.000000 Penalty: 6771.910156
	Iteration 12Q: 3 clusters Score -6.862455e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849798 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68624840.000000 Penalty: 6771.910156
	Iteration 13Q: 3 clusters Score -6.862484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849825 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68624840.000000 Penalty: 6771.910156
	Iteration 14Q: 3 clusters Score -6.862484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849841 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68624856.000000 Penalty: 6771.910156
	Iteration 15Q: 3 clusters Score -6.862486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849844 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -68624864.000000 Penalty: 6771.910156
	Iteration 16Q: 3 clusters Score -6.862486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849845 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68624880.000000 Penalty: 6771.910156
	Iteration 17Q: 3 clusters Score -6.862488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849848 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68624896.000000 Penalty: 6771.910156
	Iteration 18Q: 3 clusters Score -6.86249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849848 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -68624896.000000 Penalty: 6771.910156
	Iteration 19Q: 3 clusters Score -6.86249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849849 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68624920.000000 Penalty: 6771.910156
	Iteration 20F: 3 clusters Score -6.862492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849850 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68624896.000000 Penalty: 6771.910156
	Iteration 21Q: 3 clusters Score -6.86249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849850 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -68624896.000000 Penalty: 6771.910156
	Iteration 22F: 3 clusters Score -6.86249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -120781.937500 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -120781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -118319.078125 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -118319.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -118795.757812 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -118795.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -118947.234375 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -118947.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -119032.992188 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -119033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -119081.773438 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -119081.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119118.500000 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -119118.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119152.328125 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -119152.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119175.023438 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -119175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119188.164062 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -119188.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -119196.289062 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -119196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -119204.046875 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -119204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119212.953125 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -119213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -119222.523438 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -119222.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119232.445312 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -119232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119236.781250 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -119236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119242.179688 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -119242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119246.734375 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -119246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119251.875000 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -119251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119257.203125 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -119257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -119260.546875 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -119260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -119265.304688 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -119265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -119271.812500 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -119271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119275.453125 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -119275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119278.781250 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -119278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119279.546875 Penalty: 3713.360107
	Iteration 24Q: 3 clusters Score -119279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -119280.859375 Penalty: 3713.360107
	Iteration 25Q: 3 clusters Score -119280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119281.328125 Penalty: 3713.360107
	Iteration 26Q: 3 clusters Score -119281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -119281.328125 Penalty: 3713.360107
	Iteration 27F: 3 clusters Score -119281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Entering Unmasked Estep 
Score: -1651388.125000 Penalty: 2470.808105
	Iteration 0F: 2 clusters Score -1651388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1636528.875000 Penalty: 4941.616211
	Iteration 0F: 3 clusters Score -1636529 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1641483.500000 Penalty: 4941.616211
	Iteration 1F: 3 clusters Score -1641484 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1642036.375000 Penalty: 4941.616211
	Iteration 2F: 3 clusters Score -1642036 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1642632.500000 Penalty: 4941.616211
	Iteration 3F: 3 clusters Score -1642632 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1643270.125000 Penalty: 4941.616211
	Iteration 4F: 3 clusters Score -1643270 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1644032.750000 Penalty: 4941.616211
	Iteration 5F: 3 clusters Score -1644033 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1644886.500000 Penalty: 4941.616211
	Iteration 6F: 3 clusters Score -1644886 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1645778.875000 Penalty: 4941.616211
	Iteration 7F: 3 clusters Score -1645779 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1646599.500000 Penalty: 4941.616211
	Iteration 8F: 3 clusters Score -1646600 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1647314.875000 Penalty: 4941.616211
	Iteration 9Q: 3 clusters Score -1647315 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1647904.875000 Penalty: 4941.616211
	Iteration 10Q: 3 clusters Score -1647905 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1648331.625000 Penalty: 4941.616211
	Iteration 11Q: 3 clusters Score -1648332 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1648664.500000 Penalty: 4941.616211
	Iteration 12Q: 3 clusters Score -1648664 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1648902.250000 Penalty: 4941.616211
	Iteration 13Q: 3 clusters Score -1648902 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1649060.875000 Penalty: 4941.616211
	Iteration 14Q: 3 clusters Score -1649061 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1649159.750000 Penalty: 4941.616211
	Iteration 15Q: 3 clusters Score -1649160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1649236.750000 Penalty: 4941.616211
	Iteration 16Q: 3 clusters Score -1649237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1649284.875000 Penalty: 4941.616211
	Iteration 17Q: 3 clusters Score -1649285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1649332.000000 Penalty: 4941.616211
	Iteration 18Q: 3 clusters Score -1649332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1649366.125000 Penalty: 4941.616211
	Iteration 19Q: 3 clusters Score -1649366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1649399.250000 Penalty: 4941.616211
	Iteration 20F: 3 clusters Score -1649399 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1649435.125000 Penalty: 4941.616211
	Iteration 21Q: 3 clusters Score -1649435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1649480.750000 Penalty: 4941.616211
	Iteration 22Q: 3 clusters Score -1649481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1649536.000000 Penalty: 4941.616211
	Iteration 23Q: 3 clusters Score -1649536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1649588.875000 Penalty: 4941.616211
	Iteration 24Q: 3 clusters Score -1649589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1649628.125000 Penalty: 4941.616211
	Iteration 25Q: 3 clusters Score -1649628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1649653.000000 Penalty: 4941.616211
	Iteration 26Q: 3 clusters Score -1649653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1649671.875000 Penalty: 4941.616211
	Iteration 27Q: 3 clusters Score -1649672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1649687.000000 Penalty: 4941.616211
	Iteration 28Q: 3 clusters Score -1649687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1649687.625000 Penalty: 4941.616211
	Iteration 29Q: 3 clusters Score -1649688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1649692.375000 Penalty: 4941.616211
	Iteration 30Q: 3 clusters Score -1649692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1649692.000000 Penalty: 4941.616211
	Iteration 31Q: 3 clusters Score -1649692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1649696.000000 Penalty: 4941.616211
	Iteration 32Q: 3 clusters Score -1649696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1649698.250000 Penalty: 4941.616211
	Iteration 33Q: 3 clusters Score -1649698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1649700.250000 Penalty: 4941.616211
	Iteration 34Q: 3 clusters Score -1649700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1649704.375000 Penalty: 4941.616211
	Iteration 35Q: 3 clusters Score -1649704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1649707.500000 Penalty: 4941.616211
	Iteration 36Q: 3 clusters Score -1649708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1649707.625000 Penalty: 4941.616211
	Iteration 37Q: 3 clusters Score -1649708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1649707.875000 Penalty: 4941.616211
	Iteration 38Q: 3 clusters Score -1649708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1649707.125000 Penalty: 4941.616211
	Iteration 39Q: 3 clusters Score -1649707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1649722.375000 Penalty: 4941.616211
	Iteration 40F: 3 clusters Score -1649722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1649737.875000 Penalty: 4941.616211
	Iteration 41Q: 3 clusters Score -1649738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1649751.875000 Penalty: 4941.616211
	Iteration 42Q: 3 clusters Score -1649752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1649763.625000 Penalty: 4941.616211
	Iteration 43Q: 3 clusters Score -1649764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1649769.500000 Penalty: 4941.616211
	Iteration 44Q: 3 clusters Score -1649770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1649779.125000 Penalty: 4941.616211
	Iteration 45Q: 3 clusters Score -1649779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1649787.875000 Penalty: 4941.616211
	Iteration 46Q: 3 clusters Score -1649788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1649797.625000 Penalty: 4941.616211
	Iteration 47Q: 3 clusters Score -1649798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1649813.625000 Penalty: 4941.616211
	Iteration 48Q: 3 clusters Score -1649814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1649830.625000 Penalty: 4941.616211
	Iteration 49Q: 3 clusters Score -1649831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1649844.625000 Penalty: 4941.616211
	Iteration 50Q: 3 clusters Score -1649845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1649856.750000 Penalty: 4941.616211
	Iteration 51Q: 3 clusters Score -1649857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1649861.625000 Penalty: 4941.616211
	Iteration 52Q: 3 clusters Score -1649862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1649873.375000 Penalty: 4941.616211
	Iteration 53Q: 3 clusters Score -1649873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1649880.625000 Penalty: 4941.616211
	Iteration 54Q: 3 clusters Score -1649881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1649890.750000 Penalty: 4941.616211
	Iteration 55Q: 3 clusters Score -1649891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1649903.125000 Penalty: 4941.616211
	Iteration 56Q: 3 clusters Score -1649903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1649911.625000 Penalty: 4941.616211
	Iteration 57Q: 3 clusters Score -1649912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1649915.000000 Penalty: 4941.616211
	Iteration 58Q: 3 clusters Score -1649915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1649921.625000 Penalty: 4941.616211
	Iteration 59Q: 3 clusters Score -1649922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1649930.125000 Penalty: 4941.616211
	Iteration 60F: 3 clusters Score -1649930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1649934.000000 Penalty: 4941.616211
	Iteration 61Q: 3 clusters Score -1649934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1649940.625000 Penalty: 4941.616211
	Iteration 62Q: 3 clusters Score -1649941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1649946.375000 Penalty: 4941.616211
	Iteration 63Q: 3 clusters Score -1649946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1649950.875000 Penalty: 4941.616211
	Iteration 64Q: 3 clusters Score -1649951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1649950.375000 Penalty: 4941.616211
	Iteration 65Q: 3 clusters Score -1649950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1649950.375000 Penalty: 4941.616211
	Iteration 66F: 3 clusters Score -1649950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Entering Unmasked Estep 
Score: -3077558.750000 Penalty: 2612.798340
	Iteration 0F: 2 clusters Score -3077559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3052082.250000 Penalty: 5225.596680
	Iteration 0F: 3 clusters Score -3052082 nChanged 17143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3061382.000000 Penalty: 5225.596680
	Iteration 1F: 3 clusters Score -3061382 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3061831.250000 Penalty: 5225.596680
	Iteration 2Q: 3 clusters Score -3061831 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3062178.250000 Penalty: 5225.596680
	Iteration 3Q: 3 clusters Score -3062178 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3062544.000000 Penalty: 5225.596680
	Iteration 4Q: 3 clusters Score -3062544 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3062907.500000 Penalty: 5225.596680
	Iteration 5Q: 3 clusters Score -3062908 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3063308.750000 Penalty: 5225.596680
	Iteration 6Q: 3 clusters Score -3063309 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3063905.250000 Penalty: 5225.596680
	Iteration 7Q: 3 clusters Score -3063905 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3064750.750000 Penalty: 5225.596680
	Iteration 8Q: 3 clusters Score -3064751 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3065894.250000 Penalty: 5225.596680
	Iteration 9Q: 3 clusters Score -3065894 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3067370.000000 Penalty: 5225.596680
	Iteration 10F: 3 clusters Score -3067370 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3068990.250000 Penalty: 5225.596680
	Iteration 11F: 3 clusters Score -3068990 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3070290.250000 Penalty: 5225.596680
	Iteration 12F: 3 clusters Score -3070290 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3071111.750000 Penalty: 5225.596680
	Iteration 13Q: 3 clusters Score -3071112 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3071578.750000 Penalty: 5225.596680
	Iteration 14Q: 3 clusters Score -3071579 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3071835.000000 Penalty: 5225.596680
	Iteration 15Q: 3 clusters Score -3071835 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -3072043.250000 Penalty: 5225.596680
	Iteration 16Q: 3 clusters Score -3072043 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3072201.500000 Penalty: 5225.596680
	Iteration 17Q: 3 clusters Score -3072202 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3072341.000000 Penalty: 5225.596680
	Iteration 18Q: 3 clusters Score -3072341 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3072495.000000 Penalty: 5225.596680
	Iteration 19Q: 3 clusters Score -3072495 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3072585.750000 Penalty: 5225.596680
	Iteration 20F: 3 clusters Score -3072586 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3072728.000000 Penalty: 5225.596680
	Iteration 21Q: 3 clusters Score -3072728 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3072845.500000 Penalty: 5225.596680
	Iteration 22Q: 3 clusters Score -3072846 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3072966.500000 Penalty: 5225.596680
	Iteration 23Q: 3 clusters Score -3072966 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3073052.250000 Penalty: 5225.596680
	Iteration 24Q: 3 clusters Score -3073052 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3073136.750000 Penalty: 5225.596680
	Iteration 25Q: 3 clusters Score -3073137 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3073211.250000 Penalty: 5225.596680
	Iteration 26Q: 3 clusters Score -3073211 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3073280.750000 Penalty: 5225.596680
	Iteration 27Q: 3 clusters Score -3073281 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3073342.500000 Penalty: 5225.596680
	Iteration 28Q: 3 clusters Score -3073342 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3073401.750000 Penalty: 5225.596680
	Iteration 29Q: 3 clusters Score -3073402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3073442.000000 Penalty: 5225.596680
	Iteration 30Q: 3 clusters Score -3073442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3073482.500000 Penalty: 5225.596680
	Iteration 31Q: 3 clusters Score -3073482 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3073531.750000 Penalty: 5225.596680
	Iteration 32Q: 3 clusters Score -3073532 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3073559.000000 Penalty: 5225.596680
	Iteration 33Q: 3 clusters Score -3073559 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3073610.750000 Penalty: 5225.596680
	Iteration 34Q: 3 clusters Score -3073611 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3073646.250000 Penalty: 5225.596680
	Iteration 35Q: 3 clusters Score -3073646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3073686.250000 Penalty: 5225.596680
	Iteration 36Q: 3 clusters Score -3073686 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3073711.750000 Penalty: 5225.596680
	Iteration 37Q: 3 clusters Score -3073712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3073756.000000 Penalty: 5225.596680
	Iteration 38Q: 3 clusters Score -3073756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3073764.000000 Penalty: 5225.596680
	Iteration 39Q: 3 clusters Score -3073764 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3073789.500000 Penalty: 5225.596680
	Iteration 40F: 3 clusters Score -3073790 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3073815.250000 Penalty: 5225.596680
	Iteration 41Q: 3 clusters Score -3073815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3073832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3073859 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3073872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3073898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3073920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3073933.500000 Penalty: 5225.596680
	Iteration 47Q: 3 clusters Score -3073934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3073955 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3073978 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3073997.500000 Penalty: 5225.596680
	Iteration 50Q: 3 clusters Score -3073998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3074017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3074048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3074086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3074114.250000 Penalty: 5225.596680
	Iteration 54Q: 3 clusters Score -3074114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3074129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3074157.250000 Penalty: 5225.596680
	Iteration 56Q: 3 clusters Score -3074157 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -3074182.500000 Penalty: 5225.596680
	Iteration 57Q: 3 clusters Score -3074182 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3074206.000000 Penalty: 5225.596680
	Iteration 58Q: 3 clusters Score -3074206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3074228.250000 Penalty: 5225.596680
	Iteration 59Q: 3 clusters Score -3074228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3074247.500000 Penalty: 5225.596680
	Iteration 60F: 3 clusters Score -3074248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3074286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3074307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3074315 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3074342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3074368 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3074400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3074426 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3074446 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3074481 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3074492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3074512 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3074528 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3074565 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3074602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3074634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3074662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3074682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3074693 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3074710 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3074719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3074738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3074748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3074762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3074794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3074809 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3074827 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3074852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3074878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3074898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3074928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3074950 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3074992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3075021.500000 Penalty: 5225.596680
	Iteration 93Q: 3 clusters Score -3075022 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3075044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3075059 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3075068 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3075083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3075105.500000 Penalty: 5225.596680
	Iteration 98Q: 3 clusters Score -3075106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3075129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -3075148.750000 Penalty: 5225.596680
	Iteration 100F: 3 clusters Score -3075149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -3075173.500000 Penalty: 5225.596680
	Iteration 101Q: 3 clusters Score -3075174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -3075190.750000 Penalty: 5225.596680
	Iteration 102Q: 3 clusters Score -3075191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -3075221.000000 Penalty: 5225.596680
	Iteration 103Q: 3 clusters Score -3075221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -3075248.000000 Penalty: 5225.596680
	Iteration 104Q: 3 clusters Score -3075248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -3075271.750000 Penalty: 5225.596680
	Iteration 105Q: 3 clusters Score -3075272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -3075304.250000 Penalty: 5225.596680
	Iteration 106Q: 3 clusters Score -3075304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3075344.750000 Penalty: 5225.596680
	Iteration 107Q: 3 clusters Score -3075345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -3075389.250000 Penalty: 5225.596680
	Iteration 108Q: 3 clusters Score -3075389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -3075414.750000 Penalty: 5225.596680
	Iteration 109Q: 3 clusters Score -3075415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3075445.250000 Penalty: 5225.596680
	Iteration 110Q: 3 clusters Score -3075445 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3075489 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3075530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3075574.000000 Penalty: 5225.596680
	Iteration 113Q: 3 clusters Score -3075574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3075629 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -3075657.500000 Penalty: 5225.596680
	Iteration 115Q: 3 clusters Score -3075658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -3075697.000000 Penalty: 5225.596680
	Iteration 116Q: 3 clusters Score -3075697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -3075718.250000 Penalty: 5225.596680
	Iteration 117Q: 3 clusters Score -3075718 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -3075739.250000 Penalty: 5225.596680
	Iteration 118Q: 3 clusters Score -3075739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -3075756.500000 Penalty: 5225.596680
	Iteration 119Q: 3 clusters Score -3075756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3075779.250000 Penalty: 5225.596680
	Iteration 120F: 3 clusters Score -3075779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3075792.000000 Penalty: 5225.596680
	Iteration 121Q: 3 clusters Score -3075792 nChanged 42
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3075815.000000 Penalty: 5225.596680
	Iteration 122Q: 3 clusters Score -3075815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3075829 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -3075836.250000 Penalty: 5225.596680
	Iteration 124Q: 3 clusters Score -3075836 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3075842.750000 Penalty: 5225.596680
	Iteration 125Q: 3 clusters Score -3075843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -3075846.500000 Penalty: 5225.596680
	Iteration 126Q: 3 clusters Score -3075846 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3075854.000000 Penalty: 5225.596680
	Iteration 127Q: 3 clusters Score -3075854 nChanged 24
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -3075853.250000 Penalty: 5225.596680
	Iteration 128Q: 3 clusters Score -3075853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -3075866.250000 Penalty: 5225.596680
	Iteration 129Q: 3 clusters Score -3075866 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -3075877.250000 Penalty: 5225.596680
	Iteration 130Q: 3 clusters Score -3075877 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -3075883.500000 Penalty: 5225.596680
	Iteration 131Q: 3 clusters Score -3075884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3075893.000000 Penalty: 5225.596680
	Iteration 132Q: 3 clusters Score -3075893 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3075897.500000 Penalty: 5225.596680
	Iteration 133Q: 3 clusters Score -3075898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
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Entering Unmasked Estep 
Score: -3075916.250000 Penalty: 5225.596680
	Iteration 134Q: 3 clusters Score -3075916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -3075915.000000 Penalty: 5225.596680
	Iteration 135Q: 3 clusters Score -3075915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -3075926.750000 Penalty: 5225.596680
	Iteration 136Q: 3 clusters Score -3075927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3075930.000000 Penalty: 5225.596680
	Iteration 137Q: 3 clusters Score -3075930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -3075935.000000 Penalty: 5225.596680
	Iteration 138Q: 3 clusters Score -3075935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -3075939.000000 Penalty: 5225.596680
	Iteration 139Q: 3 clusters Score -3075939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -3075940.000000 Penalty: 5225.596680
	Iteration 140F: 3 clusters Score -3075940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3075948.000000 Penalty: 5225.596680
	Iteration 141Q: 3 clusters Score -3075948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -3075955.250000 Penalty: 5225.596680
	Iteration 142Q: 3 clusters Score -3075955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3075957.250000 Penalty: 5225.596680
	Iteration 143Q: 3 clusters Score -3075957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3075957.250000 Penalty: 5225.596680
	Iteration 144Q: 3 clusters Score -3075957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -3075957.000000 Penalty: 5225.596680
	Iteration 145Q: 3 clusters Score -3075957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -3075956.250000 Penalty: 5225.596680
	Iteration 146Q: 3 clusters Score -3075956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3075960.000000 Penalty: 5225.596680
	Iteration 147Q: 3 clusters Score -3075960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3075959.500000 Penalty: 5225.596680
	Iteration 148Q: 3 clusters Score -3075960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3075959.500000 Penalty: 5225.596680
	Iteration 149F: 3 clusters Score -3075960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Entering Unmasked Estep 
Score: -2121320.250000 Penalty: 2526.163818
	Iteration 0F: 2 clusters Score -2121320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2102970.000000 Penalty: 5052.327637
	Iteration 0F: 3 clusters Score -2102970 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2109348.750000 Penalty: 5052.327637
	Iteration 1F: 3 clusters Score -2109349 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2109804.500000 Penalty: 5052.327637
	Iteration 2Q: 3 clusters Score -2109804 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2110222.500000 Penalty: 5052.327637
	Iteration 3Q: 3 clusters Score -2110222 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2110631.250000 Penalty: 5052.327637
	Iteration 4Q: 3 clusters Score -2110631 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2111062.750000 Penalty: 5052.327637
	Iteration 5Q: 3 clusters Score -2111063 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2111622.500000 Penalty: 5052.327637
	Iteration 6Q: 3 clusters Score -2111622 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2112313.000000 Penalty: 5052.327637
	Iteration 7Q: 3 clusters Score -2112313 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2113154.750000 Penalty: 5052.327637
	Iteration 8Q: 3 clusters Score -2113155 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2114060.500000 Penalty: 5052.327637
	Iteration 9Q: 3 clusters Score -2114060 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2114957.250000 Penalty: 5052.327637
	Iteration 10Q: 3 clusters Score -2114957 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2115654.250000 Penalty: 5052.327637
	Iteration 11Q: 3 clusters Score -2115654 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2116234.000000 Penalty: 5052.327637
	Iteration 12Q: 3 clusters Score -2116234 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2116713.000000 Penalty: 5052.327637
	Iteration 13Q: 3 clusters Score -2116713 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2117128.250000 Penalty: 5052.327637
	Iteration 14Q: 3 clusters Score -2117128 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2117448.000000 Penalty: 5052.327637
	Iteration 15Q: 3 clusters Score -2117448 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2117715.250000 Penalty: 5052.327637
	Iteration 16Q: 3 clusters Score -2117715 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2117950.250000 Penalty: 5052.327637
	Iteration 17Q: 3 clusters Score -2117950 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2118147.000000 Penalty: 5052.327637
	Iteration 18Q: 3 clusters Score -2118147 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2118304.250000 Penalty: 5052.327637
	Iteration 19Q: 3 clusters Score -2118304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -2118455.000000 Penalty: 5052.327637
	Iteration 20F: 3 clusters Score -2118455 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2118587.000000 Penalty: 5052.327637
	Iteration 21Q: 3 clusters Score -2118587 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2118715.750000 Penalty: 5052.327637
	Iteration 22Q: 3 clusters Score -2118716 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2118804.750000 Penalty: 5052.327637
	Iteration 23Q: 3 clusters Score -2118805 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2118874.500000 Penalty: 5052.327637
	Iteration 24Q: 3 clusters Score -2118874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -2118919.750000 Penalty: 5052.327637
	Iteration 25Q: 3 clusters Score -2118920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2118964.750000 Penalty: 5052.327637
	Iteration 26Q: 3 clusters Score -2118965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2118996.500000 Penalty: 5052.327637
	Iteration 27Q: 3 clusters Score -2118996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2119028.750000 Penalty: 5052.327637
	Iteration 28Q: 3 clusters Score -2119029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2119047.500000 Penalty: 5052.327637
	Iteration 29Q: 3 clusters Score -2119048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -2119061.000000 Penalty: 5052.327637
	Iteration 30Q: 3 clusters Score -2119061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2119083.500000 Penalty: 5052.327637
	Iteration 31Q: 3 clusters Score -2119084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2119095.250000 Penalty: 5052.327637
	Iteration 32Q: 3 clusters Score -2119095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2119109.750000 Penalty: 5052.327637
	Iteration 33Q: 3 clusters Score -2119110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2119118.750000 Penalty: 5052.327637
	Iteration 34Q: 3 clusters Score -2119119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2119133.000000 Penalty: 5052.327637
	Iteration 35Q: 3 clusters Score -2119133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2119151.500000 Penalty: 5052.327637
	Iteration 36Q: 3 clusters Score -2119152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2119160.750000 Penalty: 5052.327637
	Iteration 37Q: 3 clusters Score -2119161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2119170.250000 Penalty: 5052.327637
	Iteration 38Q: 3 clusters Score -2119170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2119172.250000 Penalty: 5052.327637
	Iteration 39Q: 3 clusters Score -2119172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2119180.000000 Penalty: 5052.327637
	Iteration 40F: 3 clusters Score -2119180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2119184.000000 Penalty: 5052.327637
	Iteration 41Q: 3 clusters Score -2119184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2119193.000000 Penalty: 5052.327637
	Iteration 42Q: 3 clusters Score -2119193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2119203.500000 Penalty: 5052.327637
	Iteration 43Q: 3 clusters Score -2119204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2119206.000000 Penalty: 5052.327637
	Iteration 44Q: 3 clusters Score -2119206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2119209.000000 Penalty: 5052.327637
	Iteration 45Q: 3 clusters Score -2119209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2119211.500000 Penalty: 5052.327637
	Iteration 46Q: 3 clusters Score -2119212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2119214.750000 Penalty: 5052.327637
	Iteration 47Q: 3 clusters Score -2119215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -2119218.750000 Penalty: 5052.327637
	Iteration 48Q: 3 clusters Score -2119219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2119228.000000 Penalty: 5052.327637
	Iteration 49Q: 3 clusters Score -2119228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2119230.000000 Penalty: 5052.327637
	Iteration 50Q: 3 clusters Score -2119230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -2119229.500000 Penalty: 5052.327637
	Iteration 51Q: 3 clusters Score -2119230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2119234.000000 Penalty: 5052.327637
	Iteration 52Q: 3 clusters Score -2119234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2119239.000000 Penalty: 5052.327637
	Iteration 53Q: 3 clusters Score -2119239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2119241.500000 Penalty: 5052.327637
	Iteration 54Q: 3 clusters Score -2119242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2119245.500000 Penalty: 5052.327637
	Iteration 55Q: 3 clusters Score -2119246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2119246.750000 Penalty: 5052.327637
	Iteration 56Q: 3 clusters Score -2119247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2119249.250000 Penalty: 5052.327637
	Iteration 57Q: 3 clusters Score -2119249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2119250.250000 Penalty: 5052.327637
	Iteration 58Q: 3 clusters Score -2119250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2119250.250000 Penalty: 5052.327637
	Iteration 59F: 3 clusters Score -2119250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -603543.562500 Penalty: 2216.201904
	Iteration 0F: 2 clusters Score -603543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -597375.875000 Penalty: 4432.403809
	Iteration 0F: 3 clusters Score -597375.9 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -598995.875000 Penalty: 4432.403809
	Iteration 1F: 3 clusters Score -598995.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -599285.125000 Penalty: 4432.403809
	Iteration 2F: 3 clusters Score -599285.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -599575.875000 Penalty: 4432.403809
	Iteration 3F: 3 clusters Score -599575.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -599825.187500 Penalty: 4432.403809
	Iteration 4F: 3 clusters Score -599825.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -600051.187500 Penalty: 4432.403809
	Iteration 5Q: 3 clusters Score -600051.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -600281.500000 Penalty: 4432.403809
	Iteration 6Q: 3 clusters Score -600281.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -600495.375000 Penalty: 4432.403809
	Iteration 7Q: 3 clusters Score -600495.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -600676.062500 Penalty: 4432.403809
	Iteration 8Q: 3 clusters Score -600676.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -600843.187500 Penalty: 4432.403809
	Iteration 9Q: 3 clusters Score -600843.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -600983.375000 Penalty: 4432.403809
	Iteration 10Q: 3 clusters Score -600983.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -601091.625000 Penalty: 4432.403809
	Iteration 11Q: 3 clusters Score -601091.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -601166.812500 Penalty: 4432.403809
	Iteration 12Q: 3 clusters Score -601166.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -601239.687500 Penalty: 4432.403809
	Iteration 13Q: 3 clusters Score -601239.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -601304.625000 Penalty: 4432.403809
	Iteration 14Q: 3 clusters Score -601304.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -601352.062500 Penalty: 4432.403809
	Iteration 15Q: 3 clusters Score -601352.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -601387.875000 Penalty: 4432.403809
	Iteration 16Q: 3 clusters Score -601387.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -601418.187500 Penalty: 4432.403809
	Iteration 17Q: 3 clusters Score -601418.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -601447.062500 Penalty: 4432.403809
	Iteration 18Q: 3 clusters Score -601447.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -601472.312500 Penalty: 4432.403809
	Iteration 19Q: 3 clusters Score -601472.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -601499.187500 Penalty: 4432.403809
	Iteration 20F: 3 clusters Score -601499.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -601525.062500 Penalty: 4432.403809
	Iteration 21Q: 3 clusters Score -601525.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -601553.250000 Penalty: 4432.403809
	Iteration 22Q: 3 clusters Score -601553.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -601583.062500 Penalty: 4432.403809
	Iteration 23Q: 3 clusters Score -601583.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -601612.250000 Penalty: 4432.403809
	Iteration 24Q: 3 clusters Score -601612.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -601643.187500 Penalty: 4432.403809
	Iteration 25Q: 3 clusters Score -601643.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -601670.750000 Penalty: 4432.403809
	Iteration 26Q: 3 clusters Score -601670.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -601688.812500 Penalty: 4432.403809
	Iteration 27Q: 3 clusters Score -601688.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -601703.437500 Penalty: 4432.403809
	Iteration 28Q: 3 clusters Score -601703.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -601718.125000 Penalty: 4432.403809
	Iteration 29Q: 3 clusters Score -601718.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -601728.000000 Penalty: 4432.403809
	Iteration 30Q: 3 clusters Score -601728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -601735.375000 Penalty: 4432.403809
	Iteration 31Q: 3 clusters Score -601735.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -601742.812500 Penalty: 4432.403809
	Iteration 32Q: 3 clusters Score -601742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -601746.062500 Penalty: 4432.403809
	Iteration 33Q: 3 clusters Score -601746.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -601753.437500 Penalty: 4432.403809
	Iteration 34Q: 3 clusters Score -601753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -601757.500000 Penalty: 4432.403809
	Iteration 35Q: 3 clusters Score -601757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -601763.562500 Penalty: 4432.403809
	Iteration 36Q: 3 clusters Score -601763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -601767.500000 Penalty: 4432.403809
	Iteration 37Q: 3 clusters Score -601767.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -601772.312500 Penalty: 4432.403809
	Iteration 38Q: 3 clusters Score -601772.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -601778.687500 Penalty: 4432.403809
	Iteration 39Q: 3 clusters Score -601778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -601785.750000 Penalty: 4432.403809
	Iteration 40F: 3 clusters Score -601785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -601789.375000 Penalty: 4432.403809
	Iteration 41Q: 3 clusters Score -601789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -601792.812500 Penalty: 4432.403809
	Iteration 42Q: 3 clusters Score -601792.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -601794.687500 Penalty: 4432.403809
	Iteration 43Q: 3 clusters Score -601794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -601800.250000 Penalty: 4432.403809
	Iteration 44Q: 3 clusters Score -601800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -601801.750000 Penalty: 4432.403809
	Iteration 45Q: 3 clusters Score -601801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -601805.562500 Penalty: 4432.403809
	Iteration 46Q: 3 clusters Score -601805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -601807.500000 Penalty: 4432.403809
	Iteration 47Q: 3 clusters Score -601807.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -601807.437500 Penalty: 4432.403809
	Iteration 48Q: 3 clusters Score -601807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -601807.437500 Penalty: 4432.403809
	Iteration 49F: 3 clusters Score -601807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Entering Unmasked Estep 
Score: -8246054.000000 Penalty: 2856.222656
	Iteration 0F: 2 clusters Score -8246054 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 50200 members 
Entering Unmasked Estep 
Score: -8178924.500000 Penalty: 5712.445312
	Iteration 0F: 3 clusters Score -8178924 nChanged 47311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -8205932.000000 Penalty: 5712.445312
	Iteration 1F: 3 clusters Score -8205932 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -8206899.000000 Penalty: 5712.445312
	Iteration 2Q: 3 clusters Score -8206899 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8208319.500000 Penalty: 5712.445312
	Iteration 3Q: 3 clusters Score -8208320 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8210539.000000 Penalty: 5712.445312
	Iteration 4Q: 3 clusters Score -8210539 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -8213896.000000 Penalty: 5712.445312
	Iteration 5F: 3 clusters Score -8213896 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -8218804.000000 Penalty: 5712.445312
	Iteration 6F: 3 clusters Score -8218804 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -8225562.000000 Penalty: 5712.445312
	Iteration 7F: 3 clusters Score -8225562 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -8232836.500000 Penalty: 5712.445312
	Iteration 8F: 3 clusters Score -8232836 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8237240.000000 Penalty: 5712.445312
	Iteration 9F: 3 clusters Score -8237240 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8238725.000000 Penalty: 5712.445312
	Iteration 10Q: 3 clusters Score -8238725 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -8239328.500000 Penalty: 5712.445312
	Iteration 11Q: 3 clusters Score -8239328 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8239726.500000 Penalty: 5712.445312
	Iteration 12Q: 3 clusters Score -8239726 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -8240032.000000 Penalty: 5712.445312
	Iteration 13Q: 3 clusters Score -8240032 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -8240349.500000 Penalty: 5712.445312
	Iteration 14Q: 3 clusters Score -8240350 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -8240612.500000 Penalty: 5712.445312
	Iteration 15Q: 3 clusters Score -8240612 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -8240816.000000 Penalty: 5712.445312
	Iteration 16Q: 3 clusters Score -8240816 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8241031.000000 Penalty: 5712.445312
	Iteration 17Q: 3 clusters Score -8241031 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -8241203.500000 Penalty: 5712.445312
	Iteration 18Q: 3 clusters Score -8241204 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -8241379.000000 Penalty: 5712.445312
	Iteration 19Q: 3 clusters Score -8241379 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -8241449.000000 Penalty: 5712.445312
	Iteration 20F: 3 clusters Score -8241449 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -8241614.000000 Penalty: 5712.445312
	Iteration 21Q: 3 clusters Score -8241614 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -8241757.000000 Penalty: 5712.445312
	Iteration 22Q: 3 clusters Score -8241757 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -8241874.500000 Penalty: 5712.445312
	Iteration 23Q: 3 clusters Score -8241874 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -8242059.000000 Penalty: 5712.445312
	Iteration 24Q: 3 clusters Score -8242059 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -8242190.500000 Penalty: 5712.445312
	Iteration 25Q: 3 clusters Score -8242190 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -8242356.000000 Penalty: 5712.445312
	Iteration 26Q: 3 clusters Score -8242356 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8242491.000000 Penalty: 5712.445312
	Iteration 27Q: 3 clusters Score -8242491 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -8242627.000000 Penalty: 5712.445312
	Iteration 28Q: 3 clusters Score -8242627 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8242767.000000 Penalty: 5712.445312
	Iteration 29Q: 3 clusters Score -8242767 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -8242849.000000 Penalty: 5712.445312
	Iteration 30Q: 3 clusters Score -8242849 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -8242963.500000 Penalty: 5712.445312
	Iteration 31Q: 3 clusters Score -8242964 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -8243067.500000 Penalty: 5712.445312
	Iteration 32Q: 3 clusters Score -8243068 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8243187.000000 Penalty: 5712.445312
	Iteration 33Q: 3 clusters Score -8243187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -8243280.000000 Penalty: 5712.445312
	Iteration 34Q: 3 clusters Score -8243280 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -8243344.500000 Penalty: 5712.445312
	Iteration 35Q: 3 clusters Score -8243344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8243394.000000 Penalty: 5712.445312
	Iteration 36Q: 3 clusters Score -8243394 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8243401.500000 Penalty: 5712.445312
	Iteration 37Q: 3 clusters Score -8243402 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -8243457.500000 Penalty: 5712.445312
	Iteration 38Q: 3 clusters Score -8243458 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -8243530.000000 Penalty: 5712.445312
	Iteration 39Q: 3 clusters Score -8243530 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -8243612.500000 Penalty: 5712.445312
	Iteration 40F: 3 clusters Score -8243612 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -8243638.000000 Penalty: 5712.445312
	Iteration 41Q: 3 clusters Score -8243638 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8243702.500000 Penalty: 5712.445312
	Iteration 42Q: 3 clusters Score -8243702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -8243764.500000 Penalty: 5712.445312
	Iteration 43Q: 3 clusters Score -8243764 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8243799.500000 Penalty: 5712.445312
	Iteration 44Q: 3 clusters Score -8243800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8243825.500000 Penalty: 5712.445312
	Iteration 45Q: 3 clusters Score -8243826 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8243873.500000 Penalty: 5712.445312
	Iteration 46Q: 3 clusters Score -8243874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8243918.500000 Penalty: 5712.445312
	Iteration 47Q: 3 clusters Score -8243918 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8243925.500000 Penalty: 5712.445312
	Iteration 48Q: 3 clusters Score -8243926 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8243975.500000 Penalty: 5712.445312
	Iteration 49Q: 3 clusters Score -8243976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8244027.000000 Penalty: 5712.445312
	Iteration 50Q: 3 clusters Score -8244027 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8244043.000000 Penalty: 5712.445312
	Iteration 51Q: 3 clusters Score -8244043 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -8244092.000000 Penalty: 5712.445312
	Iteration 52Q: 3 clusters Score -8244092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8244100.500000 Penalty: 5712.445312
	Iteration 53Q: 3 clusters Score -8244100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8244097.000000 Penalty: 5712.445312
	Iteration 54Q: 3 clusters Score -8244097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -8244104.000000 Penalty: 5712.445312
	Iteration 55Q: 3 clusters Score -8244104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8244138.000000 Penalty: 5712.445312
	Iteration 56Q: 3 clusters Score -8244138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8244161.500000 Penalty: 5712.445312
	Iteration 57Q: 3 clusters Score -8244162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8244177.000000 Penalty: 5712.445312
	Iteration 58Q: 3 clusters Score -8244177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8244198.500000 Penalty: 5712.445312
	Iteration 59Q: 3 clusters Score -8244198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8244210.500000 Penalty: 5712.445312
	Iteration 60F: 3 clusters Score -8244210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -8244222.000000 Penalty: 5712.445312
	Iteration 61Q: 3 clusters Score -8244222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8244236.000000 Penalty: 5712.445312
	Iteration 62Q: 3 clusters Score -8244236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8244224.000000 Penalty: 5712.445312
	Iteration 63Q: 3 clusters Score -8244224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8244237.000000 Penalty: 5712.445312
	Iteration 64Q: 3 clusters Score -8244237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8244230.500000 Penalty: 5712.445312
	Iteration 65Q: 3 clusters Score -8244230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8244232.000000 Penalty: 5712.445312
	Iteration 66Q: 3 clusters Score -8244232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8244235.000000 Penalty: 5712.445312
	Iteration 67Q: 3 clusters Score -8244235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8244235.500000 Penalty: 5712.445312
	Iteration 68Q: 3 clusters Score -8244236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8244236.000000 Penalty: 5712.445312
	Iteration 69Q: 3 clusters Score -8244236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8244231.500000 Penalty: 5712.445312
	Iteration 70Q: 3 clusters Score -8244232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97765 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8244237.500000 Penalty: 5712.445312
	Iteration 71Q: 3 clusters Score -8244238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8244233.500000 Penalty: 5712.445312
	Iteration 72Q: 3 clusters Score -8244234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8244244.000000 Penalty: 5712.445312
	Iteration 73Q: 3 clusters Score -8244244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8244249.000000 Penalty: 5712.445312
	Iteration 74Q: 3 clusters Score -8244249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8244249.000000 Penalty: 5712.445312
	Iteration 75Q: 3 clusters Score -8244249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8244248.500000 Penalty: 5712.445312
	Iteration 76Q: 3 clusters Score -8244248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8244255.500000 Penalty: 5712.445312
	Iteration 77Q: 3 clusters Score -8244256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8244263.500000 Penalty: 5712.445312
	Iteration 78Q: 3 clusters Score -8244264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8244275.500000 Penalty: 5712.445312
	Iteration 79Q: 3 clusters Score -8244276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8244272.500000 Penalty: 5712.445312
	Iteration 80F: 3 clusters Score -8244272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8244281.000000 Penalty: 5712.445312
	Iteration 81Q: 3 clusters Score -8244281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8244287.500000 Penalty: 5712.445312
	Iteration 82Q: 3 clusters Score -8244288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8244279.000000 Penalty: 5712.445312
	Iteration 83Q: 3 clusters Score -8244279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8244286.500000 Penalty: 5712.445312
	Iteration 84Q: 3 clusters Score -8244286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8244277.500000 Penalty: 5712.445312
	Iteration 85Q: 3 clusters Score -8244278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8244279.500000 Penalty: 5712.445312
	Iteration 86Q: 3 clusters Score -8244280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8244285.000000 Penalty: 5712.445312
	Iteration 87Q: 3 clusters Score -8244285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98008 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8244286.500000 Penalty: 5712.445312
	Iteration 88Q: 3 clusters Score -8244286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8244284.500000 Penalty: 5712.445312
	Iteration 89Q: 3 clusters Score -8244284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8244290.000000 Penalty: 5712.445312
	Iteration 90Q: 3 clusters Score -8244290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8244289.500000 Penalty: 5712.445312
	Iteration 91Q: 3 clusters Score -8244290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8244290.000000 Penalty: 5712.445312
	Iteration 92Q: 3 clusters Score -8244290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -8244291.000000 Penalty: 5712.445312
	Iteration 93Q: 3 clusters Score -8244291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8244293.000000 Penalty: 5712.445312
	Iteration 94Q: 3 clusters Score -8244293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98062 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8244285.500000 Penalty: 5712.445312
	Iteration 95Q: 3 clusters Score -8244286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98069 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8244280.500000 Penalty: 5712.445312
	Iteration 96Q: 3 clusters Score -8244280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98071 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8244289.500000 Penalty: 5712.445312
	Iteration 97Q: 3 clusters Score -8244290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8244288.000000 Penalty: 5712.445312
	Iteration 98Q: 3 clusters Score -8244288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8244293.500000 Penalty: 5712.445312
	Iteration 99Q: 3 clusters Score -8244294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8244293.500000 Penalty: 5712.445312
	Iteration 100F: 3 clusters Score -8244294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161000 members 
Entering Unmasked Estep 
Score: -13125251.000000 Penalty: 2973.311523
	Iteration 0F: 2 clusters Score -1.312525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -13018098.000000 Penalty: 5946.623047
	Iteration 0F: 3 clusters Score -1.30181e+07 nChanged 76780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -13062663.000000 Penalty: 5946.623047
	Iteration 1F: 3 clusters Score -1.306266e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -13063801.000000 Penalty: 5946.623047
	Iteration 2Q: 3 clusters Score -1.30638e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -13065167.000000 Penalty: 5946.623047
	Iteration 3Q: 3 clusters Score -1.306517e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -13067463.000000 Penalty: 5946.623047
	Iteration 4Q: 3 clusters Score -1.306746e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -13070857.000000 Penalty: 5946.623047
	Iteration 5Q: 3 clusters Score -1.307086e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -13075696.000000 Penalty: 5946.623047
	Iteration 6F: 3 clusters Score -1.30757e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -13082999.000000 Penalty: 5946.623047
	Iteration 7F: 3 clusters Score -1.3083e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -13092594.000000 Penalty: 5946.623047
	Iteration 8F: 3 clusters Score -1.309259e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -13101672.000000 Penalty: 5946.623047
	Iteration 9F: 3 clusters Score -1.310167e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -13106557.000000 Penalty: 5946.623047
	Iteration 10Q: 3 clusters Score -1.310656e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115131 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -13108550.000000 Penalty: 5946.623047
	Iteration 11Q: 3 clusters Score -1.310855e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117367 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -13109701.000000 Penalty: 5946.623047
	Iteration 12Q: 3 clusters Score -1.31097e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -13110672.000000 Penalty: 5946.623047
	Iteration 13Q: 3 clusters Score -1.311067e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121415 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -13111508.000000 Penalty: 5946.623047
	Iteration 14Q: 3 clusters Score -1.311151e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123262 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -13112114.000000 Penalty: 5946.623047
	Iteration 15Q: 3 clusters Score -1.311211e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -13112686.000000 Penalty: 5946.623047
	Iteration 16Q: 3 clusters Score -1.311269e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126799 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -13113334.000000 Penalty: 5946.623047
	Iteration 17Q: 3 clusters Score -1.311333e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128565 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -13113764.000000 Penalty: 5946.623047
	Iteration 18Q: 3 clusters Score -1.311376e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130223 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -13114174.000000 Penalty: 5946.623047
	Iteration 19Q: 3 clusters Score -1.311417e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -13114588.000000 Penalty: 5946.623047
	Iteration 20F: 3 clusters Score -1.311459e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133578 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -13115075.000000 Penalty: 5946.623047
	Iteration 21Q: 3 clusters Score -1.311508e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135209 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -13115584.000000 Penalty: 5946.623047
	Iteration 22Q: 3 clusters Score -1.311558e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136810 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -13116025.000000 Penalty: 5946.623047
	Iteration 23Q: 3 clusters Score -1.311602e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138355 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -13116486.000000 Penalty: 5946.623047
	Iteration 24Q: 3 clusters Score -1.311649e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139901 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -13116920.000000 Penalty: 5946.623047
	Iteration 25Q: 3 clusters Score -1.311692e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -13117354.000000 Penalty: 5946.623047
	Iteration 26Q: 3 clusters Score -1.311735e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142735 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -13117784.000000 Penalty: 5946.623047
	Iteration 27Q: 3 clusters Score -1.311778e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144054 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -13118169.000000 Penalty: 5946.623047
	Iteration 28Q: 3 clusters Score -1.311817e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145285 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -13118565.000000 Penalty: 5946.623047
	Iteration 29Q: 3 clusters Score -1.311856e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146493 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -13118890.000000 Penalty: 5946.623047
	Iteration 30Q: 3 clusters Score -1.311889e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -13119221.000000 Penalty: 5946.623047
	Iteration 31Q: 3 clusters Score -1.311922e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -13119556.000000 Penalty: 5946.623047
	Iteration 32Q: 3 clusters Score -1.311956e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149761 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -13119897.000000 Penalty: 5946.623047
	Iteration 33Q: 3 clusters Score -1.31199e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -13120217.000000 Penalty: 5946.623047
	Iteration 34Q: 3 clusters Score -1.312022e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151560 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -13120470.000000 Penalty: 5946.623047
	Iteration 35Q: 3 clusters Score -1.312047e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152412 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -13120740.000000 Penalty: 5946.623047
	Iteration 36Q: 3 clusters Score -1.312074e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -13121062.000000 Penalty: 5946.623047
	Iteration 37Q: 3 clusters Score -1.312106e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153938 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -13121330.000000 Penalty: 5946.623047
	Iteration 38Q: 3 clusters Score -1.312133e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154520 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -13121549.000000 Penalty: 5946.623047
	Iteration 39Q: 3 clusters Score -1.312155e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155053 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -13121649.000000 Penalty: 5946.623047
	Iteration 40F: 3 clusters Score -1.312165e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -13121782.000000 Penalty: 5946.623047
	Iteration 41Q: 3 clusters Score -1.312178e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -13121893.000000 Penalty: 5946.623047
	Iteration 42Q: 3 clusters Score -1.312189e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -13122000.000000 Penalty: 5946.623047
	Iteration 43Q: 3 clusters Score -1.3122e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156624 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -13122082.000000 Penalty: 5946.623047
	Iteration 44Q: 3 clusters Score -1.312208e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -13122194.000000 Penalty: 5946.623047
	Iteration 45Q: 3 clusters Score -1.312219e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -13122269.000000 Penalty: 5946.623047
	Iteration 46Q: 3 clusters Score -1.312227e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -13122337.000000 Penalty: 5946.623047
	Iteration 47Q: 3 clusters Score -1.312234e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157721 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -13122409.000000 Penalty: 5946.623047
	Iteration 48Q: 3 clusters Score -1.312241e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157930 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -13122425.000000 Penalty: 5946.623047
	Iteration 49Q: 3 clusters Score -1.312242e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -13122526.000000 Penalty: 5946.623047
	Iteration 50Q: 3 clusters Score -1.312253e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -13122585.000000 Penalty: 5946.623047
	Iteration 51Q: 3 clusters Score -1.312258e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -13122615.000000 Penalty: 5946.623047
	Iteration 52Q: 3 clusters Score -1.312262e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158563 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13122648.000000 Penalty: 5946.623047
	Iteration 53Q: 3 clusters Score -1.312265e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13122659.000000 Penalty: 5946.623047
	Iteration 54Q: 3 clusters Score -1.312266e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -13122693.000000 Penalty: 5946.623047
	Iteration 55Q: 3 clusters Score -1.312269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -13122740.000000 Penalty: 5946.623047
	Iteration 56Q: 3 clusters Score -1.312274e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158923 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -13122748.000000 Penalty: 5946.623047
	Iteration 57Q: 3 clusters Score -1.312275e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13122783.000000 Penalty: 5946.623047
	Iteration 58Q: 3 clusters Score -1.312278e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -13122822.000000 Penalty: 5946.623047
	Iteration 59Q: 3 clusters Score -1.312282e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159112 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -13122874.000000 Penalty: 5946.623047
	Iteration 60F: 3 clusters Score -1.312287e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159162 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13122861.000000 Penalty: 5946.623047
	Iteration 61Q: 3 clusters Score -1.312286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -13122899.000000 Penalty: 5946.623047
	Iteration 62Q: 3 clusters Score -1.31229e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -13122901.000000 Penalty: 5946.623047
	Iteration 63Q: 3 clusters Score -1.31229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13122891.000000 Penalty: 5946.623047
	Iteration 64Q: 3 clusters Score -1.312289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159292 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13122908.000000 Penalty: 5946.623047
	Iteration 65Q: 3 clusters Score -1.312291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -13122914.000000 Penalty: 5946.623047
	Iteration 66Q: 3 clusters Score -1.312291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159336 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -13122922.000000 Penalty: 5946.623047
	Iteration 67Q: 3 clusters Score -1.312292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13122932.000000 Penalty: 5946.623047
	Iteration 68Q: 3 clusters Score -1.312293e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -13122942.000000 Penalty: 5946.623047
	Iteration 69Q: 3 clusters Score -1.312294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159408 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13122941.000000 Penalty: 5946.623047
	Iteration 70Q: 3 clusters Score -1.312294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13122949.000000 Penalty: 5946.623047
	Iteration 71Q: 3 clusters Score -1.312295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -13122960.000000 Penalty: 5946.623047
	Iteration 72Q: 3 clusters Score -1.312296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159446 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13122947.000000 Penalty: 5946.623047
	Iteration 73Q: 3 clusters Score -1.312295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13122938.000000 Penalty: 5946.623047
	Iteration 74Q: 3 clusters Score -1.312294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159459 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13122954.000000 Penalty: 5946.623047
	Iteration 75Q: 3 clusters Score -1.312295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -13122929.000000 Penalty: 5946.623047
	Iteration 76Q: 3 clusters Score -1.312293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159472 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13122941.000000 Penalty: 5946.623047
	Iteration 77Q: 3 clusters Score -1.312294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -13122930.000000 Penalty: 5946.623047
	Iteration 78Q: 3 clusters Score -1.312293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159486 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13122920.000000 Penalty: 5946.623047
	Iteration 79Q: 3 clusters Score -1.312292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -13122945.000000 Penalty: 5946.623047
	Iteration 80F: 3 clusters Score -1.312294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -13122941.000000 Penalty: 5946.623047
	Iteration 81Q: 3 clusters Score -1.312294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -13122944.000000 Penalty: 5946.623047
	Iteration 82Q: 3 clusters Score -1.312294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -13122940.000000 Penalty: 5946.623047
	Iteration 83Q: 3 clusters Score -1.312294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159529 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13122959.000000 Penalty: 5946.623047
	Iteration 84Q: 3 clusters Score -1.312296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13122959.000000 Penalty: 5946.623047
	Iteration 85Q: 3 clusters Score -1.312296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13122962.000000 Penalty: 5946.623047
	Iteration 86Q: 3 clusters Score -1.312296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159541 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13122944.000000 Penalty: 5946.623047
	Iteration 87Q: 3 clusters Score -1.312294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -13122947.000000 Penalty: 5946.623047
	Iteration 88Q: 3 clusters Score -1.312295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13122950.000000 Penalty: 5946.623047
	Iteration 89Q: 3 clusters Score -1.312295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13122944.000000 Penalty: 5946.623047
	Iteration 90Q: 3 clusters Score -1.312294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159555 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13122938.000000 Penalty: 5946.623047
	Iteration 91Q: 3 clusters Score -1.312294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13122941.000000 Penalty: 5946.623047
	Iteration 92Q: 3 clusters Score -1.312294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159556 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13122941.000000 Penalty: 5946.623047
	Iteration 93F: 3 clusters Score -1.312294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -297360.781250 Penalty: 2055.556396
	Iteration 0F: 2 clusters Score -297360.8 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 2020 members 
Entering Unmasked Estep 
Score: -293497.812500 Penalty: 4111.112793
	Iteration 0F: 3 clusters Score -293497.8 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -294431.593750 Penalty: 4111.112793
	Iteration 1F: 3 clusters Score -294431.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -294696.843750 Penalty: 4111.112793
	Iteration 2F: 3 clusters Score -294696.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -294924.750000 Penalty: 4111.112793
	Iteration 3F: 3 clusters Score -294924.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -295121.187500 Penalty: 4111.112793
	Iteration 4Q: 3 clusters Score -295121.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -295297.218750 Penalty: 4111.112793
	Iteration 5Q: 3 clusters Score -295297.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -295429.125000 Penalty: 4111.112793
	Iteration 6Q: 3 clusters Score -295429.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -295541.187500 Penalty: 4111.112793
	Iteration 7Q: 3 clusters Score -295541.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -295629.281250 Penalty: 4111.112793
	Iteration 8Q: 3 clusters Score -295629.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -295714.031250 Penalty: 4111.112793
	Iteration 9Q: 3 clusters Score -295714 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -295810.500000 Penalty: 4111.112793
	Iteration 10Q: 3 clusters Score -295810.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -295915.250000 Penalty: 4111.112793
	Iteration 11Q: 3 clusters Score -295915.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -296003.468750 Penalty: 4111.112793
	Iteration 12Q: 3 clusters Score -296003.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -296088.000000 Penalty: 4111.112793
	Iteration 13Q: 3 clusters Score -296088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -296173.906250 Penalty: 4111.112793
	Iteration 14Q: 3 clusters Score -296173.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -296267.687500 Penalty: 4111.112793
	Iteration 15Q: 3 clusters Score -296267.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -296363.562500 Penalty: 4111.112793
	Iteration 16Q: 3 clusters Score -296363.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -296444.750000 Penalty: 4111.112793
	Iteration 17Q: 3 clusters Score -296444.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -296524.531250 Penalty: 4111.112793
	Iteration 18Q: 3 clusters Score -296524.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -296572.625000 Penalty: 4111.112793
	Iteration 19Q: 3 clusters Score -296572.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -296598.906250 Penalty: 4111.112793
	Iteration 20F: 3 clusters Score -296598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -296610.718750 Penalty: 4111.112793
	Iteration 21Q: 3 clusters Score -296610.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -296617.187500 Penalty: 4111.112793
	Iteration 22Q: 3 clusters Score -296617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -296619.187500 Penalty: 4111.112793
	Iteration 23Q: 3 clusters Score -296619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -296619.656250 Penalty: 4111.112793
	Iteration 24Q: 3 clusters Score -296619.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -296619.656250 Penalty: 4111.112793
	Iteration 25F: 3 clusters Score -296619.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -322886.250000 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -322886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -318885.187500 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -318885.2 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -319895.812500 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -319895.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -320183.718750 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -320183.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -320382.812500 Penalty: 4141.696289
	Iteration 3F: 3 clusters Score -320382.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -320532.093750 Penalty: 4141.696289
	Iteration 4F: 3 clusters Score -320532.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -320686.437500 Penalty: 4141.696289
	Iteration 5Q: 3 clusters Score -320686.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -320822.531250 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -320822.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -320957.781250 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -320957.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -321089.593750 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -321089.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -321198.750000 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -321198.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -321298.312500 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -321298.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -321369.968750 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -321370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -321429.625000 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -321429.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -321464.187500 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -321464.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -321491.687500 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -321491.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -321516.312500 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -321516.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -321536.718750 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -321536.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -321556.750000 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -321556.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321572.125000 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -321572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -321582.375000 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -321582.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -321591.656250 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -321591.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -321598.562500 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -321598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321605.406250 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -321605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -321609.937500 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -321609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -321613.281250 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -321613.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -321614.062500 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -321614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -321616.718750 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -321616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -321617.312500 Penalty: 4141.696289
	Iteration 27Q: 3 clusters Score -321617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -321619.062500 Penalty: 4141.696289
	Iteration 28Q: 3 clusters Score -321619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -321619.343750 Penalty: 4141.696289
	Iteration 29Q: 3 clusters Score -321619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -321620.656250 Penalty: 4141.696289
	Iteration 30Q: 3 clusters Score -321620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -321621.375000 Penalty: 4141.696289
	Iteration 31Q: 3 clusters Score -321621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -321621.906250 Penalty: 4141.696289
	Iteration 32Q: 3 clusters Score -321621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -321622.125000 Penalty: 4141.696289
	Iteration 33Q: 3 clusters Score -321622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -321622.125000 Penalty: 4141.696289
	Iteration 34F: 3 clusters Score -321622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -197634.109375 Penalty: 1952.840942
	Iteration 0F: 2 clusters Score -197634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -194662.484375 Penalty: 3905.681885
	Iteration 0F: 3 clusters Score -194662.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -195278.328125 Penalty: 3905.681885
	Iteration 1F: 3 clusters Score -195278.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -195431.015625 Penalty: 3905.681885
	Iteration 2F: 3 clusters Score -195431 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -195553.203125 Penalty: 3905.681885
	Iteration 3Q: 3 clusters Score -195553.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -195638.421875 Penalty: 3905.681885
	Iteration 4Q: 3 clusters Score -195638.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -195688.156250 Penalty: 3905.681885
	Iteration 5Q: 3 clusters Score -195688.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -195728.593750 Penalty: 3905.681885
	Iteration 6Q: 3 clusters Score -195728.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -195759.187500 Penalty: 3905.681885
	Iteration 7Q: 3 clusters Score -195759.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -195777.109375 Penalty: 3905.681885
	Iteration 8Q: 3 clusters Score -195777.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -195788.843750 Penalty: 3905.681885
	Iteration 9Q: 3 clusters Score -195788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -195796.218750 Penalty: 3905.681885
	Iteration 10Q: 3 clusters Score -195796.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -195802.625000 Penalty: 3905.681885
	Iteration 11Q: 3 clusters Score -195802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -195811.375000 Penalty: 3905.681885
	Iteration 12Q: 3 clusters Score -195811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -195818.156250 Penalty: 3905.681885
	Iteration 13Q: 3 clusters Score -195818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -195820.156250 Penalty: 3905.681885
	Iteration 14Q: 3 clusters Score -195820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -195821.625000 Penalty: 3905.681885
	Iteration 15Q: 3 clusters Score -195821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -195822.468750 Penalty: 3905.681885
	Iteration 16Q: 3 clusters Score -195822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -195822.953125 Penalty: 3905.681885
	Iteration 17Q: 3 clusters Score -195823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -195826.093750 Penalty: 3905.681885
	Iteration 18Q: 3 clusters Score -195826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -195827.187500 Penalty: 3905.681885
	Iteration 19Q: 3 clusters Score -195827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -195828.375000 Penalty: 3905.681885
	Iteration 20F: 3 clusters Score -195828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -195828.984375 Penalty: 3905.681885
	Iteration 21Q: 3 clusters Score -195829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -195831.203125 Penalty: 3905.681885
	Iteration 22Q: 3 clusters Score -195831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195835.203125 Penalty: 3905.681885
	Iteration 23Q: 3 clusters Score -195835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -195841.984375 Penalty: 3905.681885
	Iteration 24Q: 3 clusters Score -195842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -195846.593750 Penalty: 3905.681885
	Iteration 25Q: 3 clusters Score -195846.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -195851.390625 Penalty: 3905.681885
	Iteration 26Q: 3 clusters Score -195851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -195857.046875 Penalty: 3905.681885
	Iteration 27Q: 3 clusters Score -195857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -195866.343750 Penalty: 3905.681885
	Iteration 28Q: 3 clusters Score -195866.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -195871.015625 Penalty: 3905.681885
	Iteration 29Q: 3 clusters Score -195871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -195872.156250 Penalty: 3905.681885
	Iteration 30Q: 3 clusters Score -195872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -195873.218750 Penalty: 3905.681885
	Iteration 31Q: 3 clusters Score -195873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -195873.718750 Penalty: 3905.681885
	Iteration 32Q: 3 clusters Score -195873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -195873.703125 Penalty: 3905.681885
	Iteration 33Q: 3 clusters Score -195873.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -195873.703125 Penalty: 3905.681885
	Iteration 34F: 3 clusters Score -195873.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Entering Unmasked Estep 
Score: -2255959.500000 Penalty: 2564.808105
	Iteration 0F: 2 clusters Score -2255960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2234854.250000 Penalty: 5129.616211
	Iteration 0F: 3 clusters Score -2234854 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2242811.500000 Penalty: 5129.616211
	Iteration 1F: 3 clusters Score -2242812 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2243706.000000 Penalty: 5129.616211
	Iteration 2F: 3 clusters Score -2243706 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2244861.000000 Penalty: 5129.616211
	Iteration 3F: 3 clusters Score -2244861 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2246301.750000 Penalty: 5129.616211
	Iteration 4F: 3 clusters Score -2246302 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2247912.000000 Penalty: 5129.616211
	Iteration 5F: 3 clusters Score -2247912 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2249520.750000 Penalty: 5129.616211
	Iteration 6F: 3 clusters Score -2249521 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2250724.000000 Penalty: 5129.616211
	Iteration 7F: 3 clusters Score -2250724 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2251423.000000 Penalty: 5129.616211
	Iteration 8Q: 3 clusters Score -2251423 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2251784.250000 Penalty: 5129.616211
	Iteration 9Q: 3 clusters Score -2251784 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2251981.750000 Penalty: 5129.616211
	Iteration 10Q: 3 clusters Score -2251982 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2252095.750000 Penalty: 5129.616211
	Iteration 11Q: 3 clusters Score -2252096 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2252186.000000 Penalty: 5129.616211
	Iteration 12Q: 3 clusters Score -2252186 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2252251.000000 Penalty: 5129.616211
	Iteration 13Q: 3 clusters Score -2252251 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2252283.500000 Penalty: 5129.616211
	Iteration 14Q: 3 clusters Score -2252284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2252317.750000 Penalty: 5129.616211
	Iteration 15Q: 3 clusters Score -2252318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2252327.750000 Penalty: 5129.616211
	Iteration 16Q: 3 clusters Score -2252328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2252348.500000 Penalty: 5129.616211
	Iteration 17Q: 3 clusters Score -2252348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2252366.750000 Penalty: 5129.616211
	Iteration 18Q: 3 clusters Score -2252367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2252380.500000 Penalty: 5129.616211
	Iteration 19Q: 3 clusters Score -2252380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2252395.250000 Penalty: 5129.616211
	Iteration 20F: 3 clusters Score -2252395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2252399.000000 Penalty: 5129.616211
	Iteration 21Q: 3 clusters Score -2252399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2252411.500000 Penalty: 5129.616211
	Iteration 22Q: 3 clusters Score -2252412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2252415.000000 Penalty: 5129.616211
	Iteration 23Q: 3 clusters Score -2252415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2252417.750000 Penalty: 5129.616211
	Iteration 24Q: 3 clusters Score -2252418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2252426.750000 Penalty: 5129.616211
	Iteration 25Q: 3 clusters Score -2252427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2252428.500000 Penalty: 5129.616211
	Iteration 26Q: 3 clusters Score -2252428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2252439.000000 Penalty: 5129.616211
	Iteration 27Q: 3 clusters Score -2252439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2252435.750000 Penalty: 5129.616211
	Iteration 28Q: 3 clusters Score -2252436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2252435.750000 Penalty: 5129.616211
	Iteration 29Q: 3 clusters Score -2252436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2252440.000000 Penalty: 5129.616211
	Iteration 30Q: 3 clusters Score -2252440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2252438.000000 Penalty: 5129.616211
	Iteration 31Q: 3 clusters Score -2252438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2252440.750000 Penalty: 5129.616211
	Iteration 32Q: 3 clusters Score -2252441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2252446.500000 Penalty: 5129.616211
	Iteration 33Q: 3 clusters Score -2252446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2252442.000000 Penalty: 5129.616211
	Iteration 34Q: 3 clusters Score -2252442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2252446.750000 Penalty: 5129.616211
	Iteration 35Q: 3 clusters Score -2252447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2252447.000000 Penalty: 5129.616211
	Iteration 36Q: 3 clusters Score -2252447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2252444.000000 Penalty: 5129.616211
	Iteration 37Q: 3 clusters Score -2252444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2252443.000000 Penalty: 5129.616211
	Iteration 38Q: 3 clusters Score -2252443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2252441.500000 Penalty: 5129.616211
	Iteration 39Q: 3 clusters Score -2252442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2252440.500000 Penalty: 5129.616211
	Iteration 40F: 3 clusters Score -2252440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Entering Unmasked Estep 
Score: -923517.812500 Penalty: 2332.399658
	Iteration 0F: 2 clusters Score -923517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -914486.562500 Penalty: 4664.799316
	Iteration 0F: 3 clusters Score -914486.6 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -917383.000000 Penalty: 4664.799316
	Iteration 1F: 3 clusters Score -917383 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -917941.250000 Penalty: 4664.799316
	Iteration 2F: 3 clusters Score -917941.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -918704.500000 Penalty: 4664.799316
	Iteration 3F: 3 clusters Score -918704.5 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -919712.187500 Penalty: 4664.799316
	Iteration 4F: 3 clusters Score -919712.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -920677.750000 Penalty: 4664.799316
	Iteration 5F: 3 clusters Score -920677.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -921459.250000 Penalty: 4664.799316
	Iteration 6F: 3 clusters Score -921459.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -922038.687500 Penalty: 4664.799316
	Iteration 7F: 3 clusters Score -922038.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -922412.812500 Penalty: 4664.799316
	Iteration 8Q: 3 clusters Score -922412.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -922630.750000 Penalty: 4664.799316
	Iteration 9Q: 3 clusters Score -922630.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -922752.625000 Penalty: 4664.799316
	Iteration 10Q: 3 clusters Score -922752.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -922830.562500 Penalty: 4664.799316
	Iteration 11Q: 3 clusters Score -922830.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -922875.937500 Penalty: 4664.799316
	Iteration 12Q: 3 clusters Score -922875.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -922900.500000 Penalty: 4664.799316
	Iteration 13Q: 3 clusters Score -922900.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -922912.750000 Penalty: 4664.799316
	Iteration 14Q: 3 clusters Score -922912.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -922921.437500 Penalty: 4664.799316
	Iteration 15Q: 3 clusters Score -922921.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -922923.750000 Penalty: 4664.799316
	Iteration 16Q: 3 clusters Score -922923.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -922926.000000 Penalty: 4664.799316
	Iteration 17Q: 3 clusters Score -922926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -922929.875000 Penalty: 4664.799316
	Iteration 18Q: 3 clusters Score -922929.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -922932.875000 Penalty: 4664.799316
	Iteration 19Q: 3 clusters Score -922932.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -922935.562500 Penalty: 4664.799316
	Iteration 20F: 3 clusters Score -922935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -922938.500000 Penalty: 4664.799316
	Iteration 21Q: 3 clusters Score -922938.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -922938.312500 Penalty: 4664.799316
	Iteration 22Q: 3 clusters Score -922938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -922940.437500 Penalty: 4664.799316
	Iteration 23Q: 3 clusters Score -922940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -922941.812500 Penalty: 4664.799316
	Iteration 24Q: 3 clusters Score -922941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -922944.375000 Penalty: 4664.799316
	Iteration 25Q: 3 clusters Score -922944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -922942.687500 Penalty: 4664.799316
	Iteration 26Q: 3 clusters Score -922942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -922943.375000 Penalty: 4664.799316
	Iteration 27Q: 3 clusters Score -922943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -922944.750000 Penalty: 4664.799316
	Iteration 28Q: 3 clusters Score -922944.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -922944.625000 Penalty: 4664.799316
	Iteration 29Q: 3 clusters Score -922944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -922944.625000 Penalty: 4664.799316
	Iteration 30Q: 3 clusters Score -922944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -922945.312500 Penalty: 4664.799316
	Iteration 31Q: 3 clusters Score -922945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -922944.187500 Penalty: 4664.799316
	Iteration 32Q: 3 clusters Score -922944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -922944.750000 Penalty: 4664.799316
	Iteration 33Q: 3 clusters Score -922944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -922944.625000 Penalty: 4664.799316
	Iteration 34Q: 3 clusters Score -922944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -922944.625000 Penalty: 4664.799316
	Iteration 35F: 3 clusters Score -922944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -351212.187500 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -351212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -347120.750000 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -347120.8 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -348038.062500 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -348038.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -348206.125000 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -348206.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -348312.312500 Penalty: 4144.501953
	Iteration 3Q: 3 clusters Score -348312.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -348384.593750 Penalty: 4144.501953
	Iteration 4Q: 3 clusters Score -348384.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -348442.250000 Penalty: 4144.501953
	Iteration 5Q: 3 clusters Score -348442.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -348481.406250 Penalty: 4144.501953
	Iteration 6Q: 3 clusters Score -348481.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -348512.781250 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -348512.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -348534.218750 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -348534.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -348550.843750 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -348550.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -348569.281250 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -348569.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -348585.031250 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -348585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -348600.125000 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -348600.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -348621.562500 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -348621.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -348637.812500 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -348637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -348652.375000 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -348652.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -348664.218750 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -348664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -348671.218750 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -348671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -348676.937500 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -348676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -348680.187500 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -348680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -348685.312500 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -348685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -348691.500000 Penalty: 4144.501953
	Iteration 21Q: 3 clusters Score -348691.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -348694.093750 Penalty: 4144.501953
	Iteration 22Q: 3 clusters Score -348694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -348696.406250 Penalty: 4144.501953
	Iteration 23Q: 3 clusters Score -348696.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -348698.312500 Penalty: 4144.501953
	Iteration 24Q: 3 clusters Score -348698.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -348702.656250 Penalty: 4144.501953
	Iteration 25Q: 3 clusters Score -348702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -348703.750000 Penalty: 4144.501953
	Iteration 26Q: 3 clusters Score -348703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -348706.062500 Penalty: 4144.501953
	Iteration 27Q: 3 clusters Score -348706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -348708.781250 Penalty: 4144.501953
	Iteration 28Q: 3 clusters Score -348708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -348709.750000 Penalty: 4144.501953
	Iteration 29Q: 3 clusters Score -348709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -348712.031250 Penalty: 4144.501953
	Iteration 30Q: 3 clusters Score -348712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -348715.187500 Penalty: 4144.501953
	Iteration 31Q: 3 clusters Score -348715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -348718.875000 Penalty: 4144.501953
	Iteration 32Q: 3 clusters Score -348718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -348721.250000 Penalty: 4144.501953
	Iteration 33Q: 3 clusters Score -348721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -348722.937500 Penalty: 4144.501953
	Iteration 34Q: 3 clusters Score -348722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -348724.250000 Penalty: 4144.501953
	Iteration 35Q: 3 clusters Score -348724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -348724.937500 Penalty: 4144.501953
	Iteration 36Q: 3 clusters Score -348724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -348726.156250 Penalty: 4144.501953
	Iteration 37Q: 3 clusters Score -348726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -348727.781250 Penalty: 4144.501953
	Iteration 38Q: 3 clusters Score -348727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -348728.968750 Penalty: 4144.501953
	Iteration 39Q: 3 clusters Score -348729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -348730.906250 Penalty: 4144.501953
	Iteration 40F: 3 clusters Score -348730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -348732.000000 Penalty: 4144.501953
	Iteration 41Q: 3 clusters Score -348732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -348734.656250 Penalty: 4144.501953
	Iteration 42Q: 3 clusters Score -348734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -348737.093750 Penalty: 4144.501953
	Iteration 43Q: 3 clusters Score -348737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -348738.937500 Penalty: 4144.501953
	Iteration 44Q: 3 clusters Score -348738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -348741.218750 Penalty: 4144.501953
	Iteration 45Q: 3 clusters Score -348741.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -348743.656250 Penalty: 4144.501953
	Iteration 46Q: 3 clusters Score -348743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -348747.125000 Penalty: 4144.501953
	Iteration 47Q: 3 clusters Score -348747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -348750.812500 Penalty: 4144.501953
	Iteration 48Q: 3 clusters Score -348750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -348755.437500 Penalty: 4144.501953
	Iteration 49Q: 3 clusters Score -348755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -348757.968750 Penalty: 4144.501953
	Iteration 50Q: 3 clusters Score -348758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -348761.531250 Penalty: 4144.501953
	Iteration 51Q: 3 clusters Score -348761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -348763.906250 Penalty: 4144.501953
	Iteration 52Q: 3 clusters Score -348763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -348767.000000 Penalty: 4144.501953
	Iteration 53Q: 3 clusters Score -348767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -348769.093750 Penalty: 4144.501953
	Iteration 54Q: 3 clusters Score -348769.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -348771.781250 Penalty: 4144.501953
	Iteration 55Q: 3 clusters Score -348771.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -348774.781250 Penalty: 4144.501953
	Iteration 56Q: 3 clusters Score -348774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -348779.281250 Penalty: 4144.501953
	Iteration 57Q: 3 clusters Score -348779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -348782.187500 Penalty: 4144.501953
	Iteration 58Q: 3 clusters Score -348782.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -348784.656250 Penalty: 4144.501953
	Iteration 59Q: 3 clusters Score -348784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -348787.593750 Penalty: 4144.501953
	Iteration 60F: 3 clusters Score -348787.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -348789.406250 Penalty: 4144.501953
	Iteration 61Q: 3 clusters Score -348789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -348791.781250 Penalty: 4144.501953
	Iteration 62Q: 3 clusters Score -348791.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -348795.968750 Penalty: 4144.501953
	Iteration 63Q: 3 clusters Score -348796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -348799.687500 Penalty: 4144.501953
	Iteration 64Q: 3 clusters Score -348799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -348801.781250 Penalty: 4144.501953
	Iteration 65Q: 3 clusters Score -348801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -348803.937500 Penalty: 4144.501953
	Iteration 66Q: 3 clusters Score -348803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -348805.312500 Penalty: 4144.501953
	Iteration 67Q: 3 clusters Score -348805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -348805.812500 Penalty: 4144.501953
	Iteration 68Q: 3 clusters Score -348805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -348807.968750 Penalty: 4144.501953
	Iteration 69Q: 3 clusters Score -348808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348808.281250 Penalty: 4144.501953
	Iteration 70Q: 3 clusters Score -348808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -348809.406250 Penalty: 4144.501953
	Iteration 71Q: 3 clusters Score -348809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -348810.187500 Penalty: 4144.501953
	Iteration 72Q: 3 clusters Score -348810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -348811.156250 Penalty: 4144.501953
	Iteration 73Q: 3 clusters Score -348811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -348811.000000 Penalty: 4144.501953
	Iteration 74Q: 3 clusters Score -348811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -348811.000000 Penalty: 4144.501953
	Iteration 75F: 3 clusters Score -348811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -347202.468750 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -347202.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -342992.875000 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -342992.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -343931.843750 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -343931.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -344136.218750 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -344136.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -344254.343750 Penalty: 4165.275879
	Iteration 3Q: 3 clusters Score -344254.3 nChanged 148
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: -344327.156250 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -344327.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -344389.437500 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -344389.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -344435.968750 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -344436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -344474.968750 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -344475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -344500.156250 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -344500.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -344524.687500 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -344524.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -344545.218750 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -344545.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -344564.312500 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -344564.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -344579.062500 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -344579.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -344596.406250 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -344596.4 nChanged 38
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: -344613.281250 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -344613.3 nChanged 40
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: -344629.812500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -344629.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -344639.937500 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -344639.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -344647.343750 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -344647.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -344653.593750 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -344653.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -344658.843750 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -344658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -344662.093750 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -344662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -344668.906250 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -344668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -344673.093750 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -344673.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -344678.468750 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -344678.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -344684.531250 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -344684.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -344687.500000 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -344687.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -344692.406250 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -344692.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -344696.593750 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -344696.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -344701.281250 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -344701.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -344705.375000 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -344705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -344707.312500 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -344707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -344710.718750 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -344710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -344713.437500 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -344713.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -344716.906250 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -344716.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -344719.531250 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -344719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -344721.718750 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -344721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -344723.093750 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -344723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -344724.406250 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -344724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -344726.500000 Penalty: 4165.275879
	Iteration 38Q: 3 clusters Score -344726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -344727.437500 Penalty: 4165.275879
	Iteration 39Q: 3 clusters Score -344727.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -344731.343750 Penalty: 4165.275879
	Iteration 40F: 3 clusters Score -344731.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -344733.625000 Penalty: 4165.275879
	Iteration 41Q: 3 clusters Score -344733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -344735.343750 Penalty: 4165.275879
	Iteration 42Q: 3 clusters Score -344735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -344739.062500 Penalty: 4165.275879
	Iteration 43Q: 3 clusters Score -344739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -344742.468750 Penalty: 4165.275879
	Iteration 44Q: 3 clusters Score -344742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -344746.875000 Penalty: 4165.275879
	Iteration 45Q: 3 clusters Score -344746.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -344749.531250 Penalty: 4165.275879
	Iteration 46Q: 3 clusters Score -344749.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -344752.625000 Penalty: 4165.275879
	Iteration 47Q: 3 clusters Score -344752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -344755.250000 Penalty: 4165.275879
	Iteration 48Q: 3 clusters Score -344755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -344757.750000 Penalty: 4165.275879
	Iteration 49Q: 3 clusters Score -344757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -344759.468750 Penalty: 4165.275879
	Iteration 50Q: 3 clusters Score -344759.5 nChanged 8
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: -344762.937500 Penalty: 4165.275879
	Iteration 51Q: 3 clusters Score -344762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -344764.812500 Penalty: 4165.275879
	Iteration 52Q: 3 clusters Score -344764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -344766.468750 Penalty: 4165.275879
	Iteration 53Q: 3 clusters Score -344766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -344768.625000 Penalty: 4165.275879
	Iteration 54Q: 3 clusters Score -344768.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -344771.000000 Penalty: 4165.275879
	Iteration 55Q: 3 clusters Score -344771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -344774.187500 Penalty: 4165.275879
	Iteration 56Q: 3 clusters Score -344774.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -344778.500000 Penalty: 4165.275879
	Iteration 57Q: 3 clusters Score -344778.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -344783.531250 Penalty: 4165.275879
	Iteration 58Q: 3 clusters Score -344783.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -344788.625000 Penalty: 4165.275879
	Iteration 59Q: 3 clusters Score -344788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -344793.781250 Penalty: 4165.275879
	Iteration 60F: 3 clusters Score -344793.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -344797.718750 Penalty: 4165.275879
	Iteration 61Q: 3 clusters Score -344797.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -344804.375000 Penalty: 4165.275879
	Iteration 62Q: 3 clusters Score -344804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -344809.906250 Penalty: 4165.275879
	Iteration 63Q: 3 clusters Score -344809.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -344815.750000 Penalty: 4165.275879
	Iteration 64Q: 3 clusters Score -344815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -344821.937500 Penalty: 4165.275879
	Iteration 65Q: 3 clusters Score -344821.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -344828.656250 Penalty: 4165.275879
	Iteration 66Q: 3 clusters Score -344828.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -344834.312500 Penalty: 4165.275879
	Iteration 67Q: 3 clusters Score -344834.3 nChanged 16
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: -344840.062500 Penalty: 4165.275879
	Iteration 68Q: 3 clusters Score -344840.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -344845.625000 Penalty: 4165.275879
	Iteration 69Q: 3 clusters Score -344845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -344849.375000 Penalty: 4165.275879
	Iteration 70Q: 3 clusters Score -344849.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -344853.218750 Penalty: 4165.275879
	Iteration 71Q: 3 clusters Score -344853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -344857.218750 Penalty: 4165.275879
	Iteration 72Q: 3 clusters Score -344857.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -344862.093750 Penalty: 4165.275879
	Iteration 73Q: 3 clusters Score -344862.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -344867.406250 Penalty: 4165.275879
	Iteration 74Q: 3 clusters Score -344867.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -344871.062500 Penalty: 4165.275879
	Iteration 75Q: 3 clusters Score -344871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -344873.718750 Penalty: 4165.275879
	Iteration 76Q: 3 clusters Score -344873.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -344878.250000 Penalty: 4165.275879
	Iteration 77Q: 3 clusters Score -344878.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -344882.937500 Penalty: 4165.275879
	Iteration 78Q: 3 clusters Score -344882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -344886.531250 Penalty: 4165.275879
	Iteration 79Q: 3 clusters Score -344886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -344891.750000 Penalty: 4165.275879
	Iteration 80F: 3 clusters Score -344891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -344894.125000 Penalty: 4165.275879
	Iteration 81Q: 3 clusters Score -344894.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -344898.718750 Penalty: 4165.275879
	Iteration 82Q: 3 clusters Score -344898.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -344904.093750 Penalty: 4165.275879
	Iteration 83Q: 3 clusters Score -344904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -344910.593750 Penalty: 4165.275879
	Iteration 84Q: 3 clusters Score -344910.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -344920.531250 Penalty: 4165.275879
	Iteration 85Q: 3 clusters Score -344920.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -344938.500000 Penalty: 4165.275879
	Iteration 86Q: 3 clusters Score -344938.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -344956.062500 Penalty: 4165.275879
	Iteration 87Q: 3 clusters Score -344956.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -344968.000000 Penalty: 4165.275879
	Iteration 88Q: 3 clusters Score -344968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -344980.593750 Penalty: 4165.275879
	Iteration 89Q: 3 clusters Score -344980.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -344995.593750 Penalty: 4165.275879
	Iteration 90Q: 3 clusters Score -344995.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -345011.375000 Penalty: 4165.275879
	Iteration 91Q: 3 clusters Score -345011.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -345027.031250 Penalty: 4165.275879
	Iteration 92Q: 3 clusters Score -345027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -345040.093750 Penalty: 4165.275879
	Iteration 93Q: 3 clusters Score -345040.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -345055.812500 Penalty: 4165.275879
	Iteration 94Q: 3 clusters Score -345055.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -345066.750000 Penalty: 4165.275879
	Iteration 95Q: 3 clusters Score -345066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -345074.625000 Penalty: 4165.275879
	Iteration 96Q: 3 clusters Score -345074.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -345081.687500 Penalty: 4165.275879
	Iteration 97Q: 3 clusters Score -345081.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -345086.656250 Penalty: 4165.275879
	Iteration 98Q: 3 clusters Score -345086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -345090.531250 Penalty: 4165.275879
	Iteration 99Q: 3 clusters Score -345090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -345091.781250 Penalty: 4165.275879
	Iteration 100F: 3 clusters Score -345091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -345093.906250 Penalty: 4165.275879
	Iteration 101Q: 3 clusters Score -345093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -345098.000000 Penalty: 4165.275879
	Iteration 102Q: 3 clusters Score -345098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -345102.750000 Penalty: 4165.275879
	Iteration 103Q: 3 clusters Score -345102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -345108.500000 Penalty: 4165.275879
	Iteration 104Q: 3 clusters Score -345108.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -345116.218750 Penalty: 4165.275879
	Iteration 105Q: 3 clusters Score -345116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -345122.531250 Penalty: 4165.275879
	Iteration 106Q: 3 clusters Score -345122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -345128.281250 Penalty: 4165.275879
	Iteration 107Q: 3 clusters Score -345128.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -345133.593750 Penalty: 4165.275879
	Iteration 108Q: 3 clusters Score -345133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -345137.093750 Penalty: 4165.275879
	Iteration 109Q: 3 clusters Score -345137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -345138.593750 Penalty: 4165.275879
	Iteration 110Q: 3 clusters Score -345138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -345142.218750 Penalty: 4165.275879
	Iteration 111Q: 3 clusters Score -345142.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -345148.437500 Penalty: 4165.275879
	Iteration 112Q: 3 clusters Score -345148.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -345157.937500 Penalty: 4165.275879
	Iteration 113Q: 3 clusters Score -345157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -345165.062500 Penalty: 4165.275879
	Iteration 114Q: 3 clusters Score -345165.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -345173.687500 Penalty: 4165.275879
	Iteration 115Q: 3 clusters Score -345173.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -345185.906250 Penalty: 4165.275879
	Iteration 116Q: 3 clusters Score -345185.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -345195.656250 Penalty: 4165.275879
	Iteration 117Q: 3 clusters Score -345195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -345205.968750 Penalty: 4165.275879
	Iteration 118Q: 3 clusters Score -345206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -345216.062500 Penalty: 4165.275879
	Iteration 119Q: 3 clusters Score -345216.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -345223.218750 Penalty: 4165.275879
	Iteration 120F: 3 clusters Score -345223.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -345230.468750 Penalty: 4165.275879
	Iteration 121Q: 3 clusters Score -345230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -345233.843750 Penalty: 4165.275879
	Iteration 122Q: 3 clusters Score -345233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -345239.687500 Penalty: 4165.275879
	Iteration 123Q: 3 clusters Score -345239.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -345243.531250 Penalty: 4165.275879
	Iteration 124Q: 3 clusters Score -345243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -345245.531250 Penalty: 4165.275879
	Iteration 125Q: 3 clusters Score -345245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -345247.937500 Penalty: 4165.275879
	Iteration 126Q: 3 clusters Score -345247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -345250.687500 Penalty: 4165.275879
	Iteration 127Q: 3 clusters Score -345250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -345250.843750 Penalty: 4165.275879
	Iteration 128Q: 3 clusters Score -345250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -345251.625000 Penalty: 4165.275879
	Iteration 129Q: 3 clusters Score -345251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -345252.531250 Penalty: 4165.275879
	Iteration 130Q: 3 clusters Score -345252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -345254.281250 Penalty: 4165.275879
	Iteration 131Q: 3 clusters Score -345254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -345257.187500 Penalty: 4165.275879
	Iteration 132Q: 3 clusters Score -345257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -345259.156250 Penalty: 4165.275879
	Iteration 133Q: 3 clusters Score -345259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -345261.625000 Penalty: 4165.275879
	Iteration 134Q: 3 clusters Score -345261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -345264.562500 Penalty: 4165.275879
	Iteration 135Q: 3 clusters Score -345264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -345264.500000 Penalty: 4165.275879
	Iteration 136Q: 3 clusters Score -345264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -345264.875000 Penalty: 4165.275879
	Iteration 137Q: 3 clusters Score -345264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -345266.281250 Penalty: 4165.275879
	Iteration 138Q: 3 clusters Score -345266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -345266.281250 Penalty: 4165.275879
	Iteration 139F: 3 clusters Score -345266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -260473.671875 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -260473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -256989.453125 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -256989.5 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -257711.093750 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -257711.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -257903.843750 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -257903.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -258011.703125 Penalty: 4023.069824
	Iteration 3Q: 3 clusters Score -258011.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -258101.000000 Penalty: 4023.069824
	Iteration 4Q: 3 clusters Score -258101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -258160.187500 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -258160.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -258214.828125 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -258214.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258258.000000 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -258258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -258295.718750 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -258295.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -258330.046875 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -258330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258356.281250 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -258356.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -258382.781250 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -258382.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258405.765625 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -258405.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -258425.046875 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -258425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258441.140625 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -258441.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -258453.171875 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -258453.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258461.984375 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -258462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -258474.468750 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -258474.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -258483.734375 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -258483.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -258492.015625 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -258492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -258497.640625 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -258497.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -258502.828125 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -258502.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -258509.687500 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -258509.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -258518.046875 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -258518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -258526.171875 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -258526.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -258532.250000 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -258532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -258535.062500 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -258535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -258538.843750 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -258538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -258543.359375 Penalty: 4023.069824
	Iteration 28Q: 3 clusters Score -258543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -258547.609375 Penalty: 4023.069824
	Iteration 29Q: 3 clusters Score -258547.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -258551.843750 Penalty: 4023.069824
	Iteration 30Q: 3 clusters Score -258551.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258555.156250 Penalty: 4023.069824
	Iteration 31Q: 3 clusters Score -258555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -258557.078125 Penalty: 4023.069824
	Iteration 32Q: 3 clusters Score -258557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -258560.234375 Penalty: 4023.069824
	Iteration 33Q: 3 clusters Score -258560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258563.125000 Penalty: 4023.069824
	Iteration 34Q: 3 clusters Score -258563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -258565.406250 Penalty: 4023.069824
	Iteration 35Q: 3 clusters Score -258565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -258566.609375 Penalty: 4023.069824
	Iteration 36Q: 3 clusters Score -258566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -258567.703125 Penalty: 4023.069824
	Iteration 37Q: 3 clusters Score -258567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258569.078125 Penalty: 4023.069824
	Iteration 38Q: 3 clusters Score -258569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258569.375000 Penalty: 4023.069824
	Iteration 39Q: 3 clusters Score -258569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -258570.250000 Penalty: 4023.069824
	Iteration 40F: 3 clusters Score -258570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -258572.937500 Penalty: 4023.069824
	Iteration 41Q: 3 clusters Score -258572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -258575.250000 Penalty: 4023.069824
	Iteration 42Q: 3 clusters Score -258575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258577.125000 Penalty: 4023.069824
	Iteration 43Q: 3 clusters Score -258577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -258577.625000 Penalty: 4023.069824
	Iteration 44Q: 3 clusters Score -258577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -258577.625000 Penalty: 4023.069824
	Iteration 45Q: 3 clusters Score -258577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258578.031250 Penalty: 4023.069824
	Iteration 46Q: 3 clusters Score -258578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258578.031250 Penalty: 4023.069824
	Iteration 47F: 3 clusters Score -258578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Entering Unmasked Estep 
Score: -2406263.500000 Penalty: 2547.964600
	Iteration 0F: 2 clusters Score -2406264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2386419.750000 Penalty: 5095.929199
	Iteration 0F: 3 clusters Score -2386420 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2393532.250000 Penalty: 5095.929199
	Iteration 1F: 3 clusters Score -2393532 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2394111.500000 Penalty: 5095.929199
	Iteration 2F: 3 clusters Score -2394112 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2394676.250000 Penalty: 5095.929199
	Iteration 3Q: 3 clusters Score -2394676 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2395255.000000 Penalty: 5095.929199
	Iteration 4Q: 3 clusters Score -2395255 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2395922.750000 Penalty: 5095.929199
	Iteration 5Q: 3 clusters Score -2395923 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2396796.000000 Penalty: 5095.929199
	Iteration 6F: 3 clusters Score -2396796 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2397926.500000 Penalty: 5095.929199
	Iteration 7F: 3 clusters Score -2397926 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2399301.750000 Penalty: 5095.929199
	Iteration 8F: 3 clusters Score -2399302 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2400827.250000 Penalty: 5095.929199
	Iteration 9F: 3 clusters Score -2400827 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2402098.000000 Penalty: 5095.929199
	Iteration 10F: 3 clusters Score -2402098 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2402971.250000 Penalty: 5095.929199
	Iteration 11Q: 3 clusters Score -2402971 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2403492.750000 Penalty: 5095.929199
	Iteration 12Q: 3 clusters Score -2403493 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2403762.250000 Penalty: 5095.929199
	Iteration 13Q: 3 clusters Score -2403762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2403873.000000 Penalty: 5095.929199
	Iteration 14Q: 3 clusters Score -2403873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2403940.000000 Penalty: 5095.929199
	Iteration 15Q: 3 clusters Score -2403940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2403987.250000 Penalty: 5095.929199
	Iteration 16Q: 3 clusters Score -2403987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2404018.500000 Penalty: 5095.929199
	Iteration 17Q: 3 clusters Score -2404018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2404038.250000 Penalty: 5095.929199
	Iteration 18Q: 3 clusters Score -2404038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2404051.000000 Penalty: 5095.929199
	Iteration 19Q: 3 clusters Score -2404051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2404063.000000 Penalty: 5095.929199
	Iteration 20F: 3 clusters Score -2404063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2404068.250000 Penalty: 5095.929199
	Iteration 21Q: 3 clusters Score -2404068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2404072.750000 Penalty: 5095.929199
	Iteration 22Q: 3 clusters Score -2404073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2404075.250000 Penalty: 5095.929199
	Iteration 23Q: 3 clusters Score -2404075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2404075.750000 Penalty: 5095.929199
	Iteration 24Q: 3 clusters Score -2404076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2404075.750000 Penalty: 5095.929199
	Iteration 25F: 3 clusters Score -2404076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -79524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77537.039062 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -77537.04 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77817.671875 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -77817.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77889.421875 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -77889.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77909.640625 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -77909.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77918.992188 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -77918.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77935.734375 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -77935.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77951.703125 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -77951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77966.578125 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -77966.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77978.578125 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -77978.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77989.687500 Penalty: 3457.947754
	Iteration 9Q: 3 clusters Score -77989.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77998.765625 Penalty: 3457.947754
	Iteration 10Q: 3 clusters Score -77998.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78003.125000 Penalty: 3457.947754
	Iteration 11Q: 3 clusters Score -78003.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78007.187500 Penalty: 3457.947754
	Iteration 12Q: 3 clusters Score -78007.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78009.203125 Penalty: 3457.947754
	Iteration 13Q: 3 clusters Score -78009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78011.125000 Penalty: 3457.947754
	Iteration 14Q: 3 clusters Score -78011.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78011.671875 Penalty: 3457.947754
	Iteration 15Q: 3 clusters Score -78011.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78012.062500 Penalty: 3457.947754
	Iteration 16Q: 3 clusters Score -78012.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78013.460938 Penalty: 3457.947754
	Iteration 17Q: 3 clusters Score -78013.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78013.460938 Penalty: 3457.947754
	Iteration 18F: 3 clusters Score -78013.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -619702.937500 Penalty: 2223.814697
	Iteration 0F: 2 clusters Score -619702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -613395.125000 Penalty: 4447.629395
	Iteration 0F: 3 clusters Score -613395.1 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -615151.500000 Penalty: 4447.629395
	Iteration 1F: 3 clusters Score -615151.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -615444.125000 Penalty: 4447.629395
	Iteration 2F: 3 clusters Score -615444.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -615629.562500 Penalty: 4447.629395
	Iteration 3F: 3 clusters Score -615629.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -615754.625000 Penalty: 4447.629395
	Iteration 4Q: 3 clusters Score -615754.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -615873.125000 Penalty: 4447.629395
	Iteration 5Q: 3 clusters Score -615873.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -615990.125000 Penalty: 4447.629395
	Iteration 6Q: 3 clusters Score -615990.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -616096.500000 Penalty: 4447.629395
	Iteration 7Q: 3 clusters Score -616096.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -616188.687500 Penalty: 4447.629395
	Iteration 8Q: 3 clusters Score -616188.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -616274.375000 Penalty: 4447.629395
	Iteration 9Q: 3 clusters Score -616274.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -616355.937500 Penalty: 4447.629395
	Iteration 10Q: 3 clusters Score -616355.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -616434.812500 Penalty: 4447.629395
	Iteration 11Q: 3 clusters Score -616434.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -616524.812500 Penalty: 4447.629395
	Iteration 12Q: 3 clusters Score -616524.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -616607.937500 Penalty: 4447.629395
	Iteration 13Q: 3 clusters Score -616607.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -616703.562500 Penalty: 4447.629395
	Iteration 14Q: 3 clusters Score -616703.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -616809.937500 Penalty: 4447.629395
	Iteration 15Q: 3 clusters Score -616809.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -616927.375000 Penalty: 4447.629395
	Iteration 16Q: 3 clusters Score -616927.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -617068.500000 Penalty: 4447.629395
	Iteration 17Q: 3 clusters Score -617068.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -617205.562500 Penalty: 4447.629395
	Iteration 18Q: 3 clusters Score -617205.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -617327.875000 Penalty: 4447.629395
	Iteration 19Q: 3 clusters Score -617327.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -617439.062500 Penalty: 4447.629395
	Iteration 20F: 3 clusters Score -617439.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -617545.562500 Penalty: 4447.629395
	Iteration 21Q: 3 clusters Score -617545.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -617651.437500 Penalty: 4447.629395
	Iteration 22Q: 3 clusters Score -617651.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -617742.000000 Penalty: 4447.629395
	Iteration 23Q: 3 clusters Score -617742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -617824.625000 Penalty: 4447.629395
	Iteration 24Q: 3 clusters Score -617824.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -617891.312500 Penalty: 4447.629395
	Iteration 25Q: 3 clusters Score -617891.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -617936.750000 Penalty: 4447.629395
	Iteration 26Q: 3 clusters Score -617936.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -617961.750000 Penalty: 4447.629395
	Iteration 27Q: 3 clusters Score -617961.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -617982.312500 Penalty: 4447.629395
	Iteration 28Q: 3 clusters Score -617982.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -617997.625000 Penalty: 4447.629395
	Iteration 29Q: 3 clusters Score -617997.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -618010.750000 Penalty: 4447.629395
	Iteration 30Q: 3 clusters Score -618010.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -618017.375000 Penalty: 4447.629395
	Iteration 31Q: 3 clusters Score -618017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -618020.187500 Penalty: 4447.629395
	Iteration 32Q: 3 clusters Score -618020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -618021.062500 Penalty: 4447.629395
	Iteration 33Q: 3 clusters Score -618021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -618022.500000 Penalty: 4447.629395
	Iteration 34Q: 3 clusters Score -618022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -618022.125000 Penalty: 4447.629395
	Iteration 35Q: 3 clusters Score -618022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -618023.187500 Penalty: 4447.629395
	Iteration 36Q: 3 clusters Score -618023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -618023.187500 Penalty: 4447.629395
	Iteration 37F: 3 clusters Score -618023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -671690.750000 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -671690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -664800.062500 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -664800.1 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -666682.437500 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -666682.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -667001.375000 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -667001.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -667311.937500 Penalty: 4494.269531
	Iteration 3F: 3 clusters Score -667311.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -667601.062500 Penalty: 4494.269531
	Iteration 4F: 3 clusters Score -667601.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -667865.062500 Penalty: 4494.269531
	Iteration 5F: 3 clusters Score -667865.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -668121.687500 Penalty: 4494.269531
	Iteration 6F: 3 clusters Score -668121.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -668390.812500 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -668390.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -668626.250000 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -668626.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -668823.812500 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -668823.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -668981.812500 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -668981.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -669120.125000 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -669120.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -669243.437500 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -669243.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -669343.312500 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -669343.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -669437.000000 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -669437 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -669509.062500 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -669509.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -669564.937500 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -669564.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -669607.312500 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -669607.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -669645.500000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -669645.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -669677.125000 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -669677.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -669708.187500 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -669708.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -669741.562500 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -669741.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -669763.062500 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -669763.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -669771.312500 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -669771.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -669780.312500 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -669780.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -669789.562500 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -669789.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -669797.562500 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -669797.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -669803.250000 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -669803.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -669810.625000 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -669810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -669816.375000 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -669816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -669821.312500 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -669821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -669822.250000 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -669822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -669826.562500 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -669826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -669826.250000 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -669826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -669827.000000 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -669827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -669830.687500 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -669830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -669833.500000 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -669833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -669835.562500 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -669835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -669839.500000 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -669839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -669841.687500 Penalty: 4494.269531
	Iteration 39Q: 3 clusters Score -669841.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -669846.937500 Penalty: 4494.269531
	Iteration 40F: 3 clusters Score -669846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -669850.562500 Penalty: 4494.269531
	Iteration 41Q: 3 clusters Score -669850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -669852.500000 Penalty: 4494.269531
	Iteration 42Q: 3 clusters Score -669852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -669855.625000 Penalty: 4494.269531
	Iteration 43Q: 3 clusters Score -669855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -669859.437500 Penalty: 4494.269531
	Iteration 44Q: 3 clusters Score -669859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -669862.187500 Penalty: 4494.269531
	Iteration 45Q: 3 clusters Score -669862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -669863.312500 Penalty: 4494.269531
	Iteration 46Q: 3 clusters Score -669863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -669863.250000 Penalty: 4494.269531
	Iteration 47Q: 3 clusters Score -669863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -669866.625000 Penalty: 4494.269531
	Iteration 48Q: 3 clusters Score -669866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -669869.437500 Penalty: 4494.269531
	Iteration 49Q: 3 clusters Score -669869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -669870.812500 Penalty: 4494.269531
	Iteration 50Q: 3 clusters Score -669870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -669872.937500 Penalty: 4494.269531
	Iteration 51Q: 3 clusters Score -669872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -669876.562500 Penalty: 4494.269531
	Iteration 52Q: 3 clusters Score -669876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -669879.437500 Penalty: 4494.269531
	Iteration 53Q: 3 clusters Score -669879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -669885.750000 Penalty: 4494.269531
	Iteration 54Q: 3 clusters Score -669885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -669889.000000 Penalty: 4494.269531
	Iteration 55Q: 3 clusters Score -669889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -669892.500000 Penalty: 4494.269531
	Iteration 56Q: 3 clusters Score -669892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -669895.625000 Penalty: 4494.269531
	Iteration 57Q: 3 clusters Score -669895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -669896.500000 Penalty: 4494.269531
	Iteration 58Q: 3 clusters Score -669896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -669896.500000 Penalty: 4494.269531
	Iteration 59Q: 3 clusters Score -669896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -669902.250000 Penalty: 4494.269531
	Iteration 60F: 3 clusters Score -669902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -329191.468750 Penalty: 2120.123535
	Iteration 0F: 2 clusters Score -329191.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -324618.218750 Penalty: 4240.247070
	Iteration 0F: 3 clusters Score -324618.2 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -325850.718750 Penalty: 4240.247070
	Iteration 1F: 3 clusters Score -325850.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -326291.000000 Penalty: 4240.247070
	Iteration 2F: 3 clusters Score -326291 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -326661.718750 Penalty: 4240.247070
	Iteration 3F: 3 clusters Score -326661.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -326973.250000 Penalty: 4240.247070
	Iteration 4F: 3 clusters Score -326973.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -327197.781250 Penalty: 4240.247070
	Iteration 5F: 3 clusters Score -327197.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -327362.468750 Penalty: 4240.247070
	Iteration 6Q: 3 clusters Score -327362.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -327489.750000 Penalty: 4240.247070
	Iteration 7Q: 3 clusters Score -327489.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -327602.343750 Penalty: 4240.247070
	Iteration 8Q: 3 clusters Score -327602.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -327687.906250 Penalty: 4240.247070
	Iteration 9Q: 3 clusters Score -327687.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -327773.593750 Penalty: 4240.247070
	Iteration 10Q: 3 clusters Score -327773.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -327849.000000 Penalty: 4240.247070
	Iteration 11Q: 3 clusters Score -327849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -327911.125000 Penalty: 4240.247070
	Iteration 12Q: 3 clusters Score -327911.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -327952.437500 Penalty: 4240.247070
	Iteration 13Q: 3 clusters Score -327952.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -327995.125000 Penalty: 4240.247070
	Iteration 14Q: 3 clusters Score -327995.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -328033.062500 Penalty: 4240.247070
	Iteration 15Q: 3 clusters Score -328033.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -328063.875000 Penalty: 4240.247070
	Iteration 16Q: 3 clusters Score -328063.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -328117.375000 Penalty: 4240.247070
	Iteration 17Q: 3 clusters Score -328117.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -328212.250000 Penalty: 4240.247070
	Iteration 18Q: 3 clusters Score -328212.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -328266.031250 Penalty: 4240.247070
	Iteration 19Q: 3 clusters Score -328266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -328339.500000 Penalty: 4240.247070
	Iteration 20F: 3 clusters Score -328339.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -328393.125000 Penalty: 4240.247070
	Iteration 21Q: 3 clusters Score -328393.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328415.687500 Penalty: 4240.247070
	Iteration 22Q: 3 clusters Score -328415.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -328429.843750 Penalty: 4240.247070
	Iteration 23Q: 3 clusters Score -328429.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328441.500000 Penalty: 4240.247070
	Iteration 24Q: 3 clusters Score -328441.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -328448.750000 Penalty: 4240.247070
	Iteration 25Q: 3 clusters Score -328448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -328455.781250 Penalty: 4240.247070
	Iteration 26Q: 3 clusters Score -328455.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -328461.531250 Penalty: 4240.247070
	Iteration 27Q: 3 clusters Score -328461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -328465.968750 Penalty: 4240.247070
	Iteration 28Q: 3 clusters Score -328466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328469.343750 Penalty: 4240.247070
	Iteration 29Q: 3 clusters Score -328469.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -328474.187500 Penalty: 4240.247070
	Iteration 30Q: 3 clusters Score -328474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -328476.937500 Penalty: 4240.247070
	Iteration 31Q: 3 clusters Score -328476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -328478.156250 Penalty: 4240.247070
	Iteration 32Q: 3 clusters Score -328478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -328479.687500 Penalty: 4240.247070
	Iteration 33Q: 3 clusters Score -328479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -328480.656250 Penalty: 4240.247070
	Iteration 34Q: 3 clusters Score -328480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -328480.750000 Penalty: 4240.247070
	Iteration 35Q: 3 clusters Score -328480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -328481.187500 Penalty: 4240.247070
	Iteration 36Q: 3 clusters Score -328481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -328481.187500 Penalty: 4240.247070
	Iteration 37F: 3 clusters Score -328481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Entering Unmasked Estep 
Score: -2999472.000000 Penalty: 2603.333252
	Iteration 0F: 2 clusters Score -2999472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2974797.500000 Penalty: 5206.666504
	Iteration 0F: 3 clusters Score -2974798 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2983999.750000 Penalty: 5206.666504
	Iteration 1F: 3 clusters Score -2984000 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2984584.000000 Penalty: 5206.666504
	Iteration 2Q: 3 clusters Score -2984584 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2985191.500000 Penalty: 5206.666504
	Iteration 3Q: 3 clusters Score -2985192 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2985723.750000 Penalty: 5206.666504
	Iteration 4Q: 3 clusters Score -2985724 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2986234.750000 Penalty: 5206.666504
	Iteration 5Q: 3 clusters Score -2986235 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2986713.750000 Penalty: 5206.666504
	Iteration 6Q: 3 clusters Score -2986714 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2987130.500000 Penalty: 5206.666504
	Iteration 7Q: 3 clusters Score -2987130 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2987529.500000 Penalty: 5206.666504
	Iteration 8Q: 3 clusters Score -2987530 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2987929.750000 Penalty: 5206.666504
	Iteration 9Q: 3 clusters Score -2987930 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2988320.500000 Penalty: 5206.666504
	Iteration 10Q: 3 clusters Score -2988320 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2988747.750000 Penalty: 5206.666504
	Iteration 11Q: 3 clusters Score -2988748 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2989270.500000 Penalty: 5206.666504
	Iteration 12Q: 3 clusters Score -2989270 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2990018.000000 Penalty: 5206.666504
	Iteration 13Q: 3 clusters Score -2990018 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2990857.750000 Penalty: 5206.666504
	Iteration 14Q: 3 clusters Score -2990858 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2991722.250000 Penalty: 5206.666504
	Iteration 15Q: 3 clusters Score -2991722 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2992400.750000 Penalty: 5206.666504
	Iteration 16Q: 3 clusters Score -2992401 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2992845.000000 Penalty: 5206.666504
	Iteration 17Q: 3 clusters Score -2992845 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2993093.000000 Penalty: 5206.666504
	Iteration 18Q: 3 clusters Score -2993093 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2993226.000000 Penalty: 5206.666504
	Iteration 19Q: 3 clusters Score -2993226 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2993330.000000 Penalty: 5206.666504
	Iteration 20F: 3 clusters Score -2993330 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2993380.000000 Penalty: 5206.666504
	Iteration 21Q: 3 clusters Score -2993380 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2993439.750000 Penalty: 5206.666504
	Iteration 22Q: 3 clusters Score -2993440 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2993506.750000 Penalty: 5206.666504
	Iteration 23Q: 3 clusters Score -2993507 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2993531.000000 Penalty: 5206.666504
	Iteration 24Q: 3 clusters Score -2993531 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2993571.500000 Penalty: 5206.666504
	Iteration 25Q: 3 clusters Score -2993572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2993616.750000 Penalty: 5206.666504
	Iteration 26Q: 3 clusters Score -2993617 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2993668.750000 Penalty: 5206.666504
	Iteration 27Q: 3 clusters Score -2993669 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2993694.250000 Penalty: 5206.666504
	Iteration 28Q: 3 clusters Score -2993694 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2993711.500000 Penalty: 5206.666504
	Iteration 29Q: 3 clusters Score -2993712 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2993731.250000 Penalty: 5206.666504
	Iteration 30Q: 3 clusters Score -2993731 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2993759.250000 Penalty: 5206.666504
	Iteration 31Q: 3 clusters Score -2993759 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2993804.750000 Penalty: 5206.666504
	Iteration 32Q: 3 clusters Score -2993805 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2993824.250000 Penalty: 5206.666504
	Iteration 33Q: 3 clusters Score -2993824 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2993858.750000 Penalty: 5206.666504
	Iteration 34Q: 3 clusters Score -2993859 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2993887.750000 Penalty: 5206.666504
	Iteration 35Q: 3 clusters Score -2993888 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2993927.500000 Penalty: 5206.666504
	Iteration 36Q: 3 clusters Score -2993928 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2993943.250000 Penalty: 5206.666504
	Iteration 37Q: 3 clusters Score -2993943 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2993965.000000 Penalty: 5206.666504
	Iteration 38Q: 3 clusters Score -2993965 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2993989.250000 Penalty: 5206.666504
	Iteration 39Q: 3 clusters Score -2993989 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2994002.000000 Penalty: 5206.666504
	Iteration 40F: 3 clusters Score -2994002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2994035.750000 Penalty: 5206.666504
	Iteration 41Q: 3 clusters Score -2994036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2994063.000000 Penalty: 5206.666504
	Iteration 42Q: 3 clusters Score -2994063 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -2994090.500000 Penalty: 5206.666504
	Iteration 43Q: 3 clusters Score -2994090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2994119.500000 Penalty: 5206.666504
	Iteration 44Q: 3 clusters Score -2994120 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2994123.250000 Penalty: 5206.666504
	Iteration 45Q: 3 clusters Score -2994123 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2994168.000000 Penalty: 5206.666504
	Iteration 46Q: 3 clusters Score -2994168 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2994209.500000 Penalty: 5206.666504
	Iteration 47Q: 3 clusters Score -2994210 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2994257.750000 Penalty: 5206.666504
	Iteration 48Q: 3 clusters Score -2994258 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2994300.750000 Penalty: 5206.666504
	Iteration 49Q: 3 clusters Score -2994301 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -2994350.250000 Penalty: 5206.666504
	Iteration 50Q: 3 clusters Score -2994350 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2994402.750000 Penalty: 5206.666504
	Iteration 51Q: 3 clusters Score -2994403 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2994437.000000 Penalty: 5206.666504
	Iteration 52Q: 3 clusters Score -2994437 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2994491.000000 Penalty: 5206.666504
	Iteration 53Q: 3 clusters Score -2994491 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -2994547.250000 Penalty: 5206.666504
	Iteration 54Q: 3 clusters Score -2994547 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -2994617.000000 Penalty: 5206.666504
	Iteration 55Q: 3 clusters Score -2994617 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -2994701.000000 Penalty: 5206.666504
	Iteration 56Q: 3 clusters Score -2994701 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -2994800.500000 Penalty: 5206.666504
	Iteration 57Q: 3 clusters Score -2994800 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2994894.750000 Penalty: 5206.666504
	Iteration 58Q: 3 clusters Score -2994895 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2994996.000000 Penalty: 5206.666504
	Iteration 59Q: 3 clusters Score -2994996 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -2995087.500000 Penalty: 5206.666504
	Iteration 60F: 3 clusters Score -2995088 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -2995196.000000 Penalty: 5206.666504
	Iteration 61Q: 3 clusters Score -2995196 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -2995313.750000 Penalty: 5206.666504
	Iteration 62Q: 3 clusters Score -2995314 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -2995409.750000 Penalty: 5206.666504
	Iteration 63Q: 3 clusters Score -2995410 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -2995507.500000 Penalty: 5206.666504
	Iteration 64Q: 3 clusters Score -2995508 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -2995617.500000 Penalty: 5206.666504
	Iteration 65Q: 3 clusters Score -2995618 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -2995738.250000 Penalty: 5206.666504
	Iteration 66Q: 3 clusters Score -2995738 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -2995867.500000 Penalty: 5206.666504
	Iteration 67Q: 3 clusters Score -2995868 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -2995989.750000 Penalty: 5206.666504
	Iteration 68Q: 3 clusters Score -2995990 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -2996101.250000 Penalty: 5206.666504
	Iteration 69Q: 3 clusters Score -2996101 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -2996215.000000 Penalty: 5206.666504
	Iteration 70Q: 3 clusters Score -2996215 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -2996306.750000 Penalty: 5206.666504
	Iteration 71Q: 3 clusters Score -2996307 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -2996403.750000 Penalty: 5206.666504
	Iteration 72Q: 3 clusters Score -2996404 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -2996487.500000 Penalty: 5206.666504
	Iteration 73Q: 3 clusters Score -2996488 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -2996540.000000 Penalty: 5206.666504
	Iteration 74Q: 3 clusters Score -2996540 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -2996601.500000 Penalty: 5206.666504
	Iteration 75Q: 3 clusters Score -2996602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -2996663.000000 Penalty: 5206.666504
	Iteration 76Q: 3 clusters Score -2996663 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -2996712.000000 Penalty: 5206.666504
	Iteration 77Q: 3 clusters Score -2996712 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -2996764.000000 Penalty: 5206.666504
	Iteration 78Q: 3 clusters Score -2996764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -2996812.750000 Penalty: 5206.666504
	Iteration 79Q: 3 clusters Score -2996813 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -2996867.000000 Penalty: 5206.666504
	Iteration 80F: 3 clusters Score -2996867 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -2996920.250000 Penalty: 5206.666504
	Iteration 81Q: 3 clusters Score -2996920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2996961.000000 Penalty: 5206.666504
	Iteration 82Q: 3 clusters Score -2996961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -2997014.500000 Penalty: 5206.666504
	Iteration 83Q: 3 clusters Score -2997014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -2997061.500000 Penalty: 5206.666504
	Iteration 84Q: 3 clusters Score -2997062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -2997106.000000 Penalty: 5206.666504
	Iteration 85Q: 3 clusters Score -2997106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -2997149.000000 Penalty: 5206.666504
	Iteration 86Q: 3 clusters Score -2997149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -2997194.000000 Penalty: 5206.666504
	Iteration 87Q: 3 clusters Score -2997194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -2997243.250000 Penalty: 5206.666504
	Iteration 88Q: 3 clusters Score -2997243 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -2997263.500000 Penalty: 5206.666504
	Iteration 89Q: 3 clusters Score -2997264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -2997298.750000 Penalty: 5206.666504
	Iteration 90Q: 3 clusters Score -2997299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -2997325.750000 Penalty: 5206.666504
	Iteration 91Q: 3 clusters Score -2997326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -2997353.000000 Penalty: 5206.666504
	Iteration 92Q: 3 clusters Score -2997353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -2997377.000000 Penalty: 5206.666504
	Iteration 93Q: 3 clusters Score -2997377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -2997386.750000 Penalty: 5206.666504
	Iteration 94Q: 3 clusters Score -2997387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -2997401.000000 Penalty: 5206.666504
	Iteration 95Q: 3 clusters Score -2997401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -2997410.500000 Penalty: 5206.666504
	Iteration 96Q: 3 clusters Score -2997410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -2997413.000000 Penalty: 5206.666504
	Iteration 97Q: 3 clusters Score -2997413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -2997416.000000 Penalty: 5206.666504
	Iteration 98Q: 3 clusters Score -2997416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -2997421.000000 Penalty: 5206.666504
	Iteration 99Q: 3 clusters Score -2997421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -2997426.000000 Penalty: 5206.666504
	Iteration 100F: 3 clusters Score -2997426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -2997432.750000 Penalty: 5206.666504
	Iteration 101Q: 3 clusters Score -2997433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -2997438.500000 Penalty: 5206.666504
	Iteration 102Q: 3 clusters Score -2997438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -2997443.500000 Penalty: 5206.666504
	Iteration 103Q: 3 clusters Score -2997444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -2997448.250000 Penalty: 5206.666504
	Iteration 104Q: 3 clusters Score -2997448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -2997450.750000 Penalty: 5206.666504
	Iteration 105Q: 3 clusters Score -2997451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -2997451.750000 Penalty: 5206.666504
	Iteration 106Q: 3 clusters Score -2997452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -2997454.750000 Penalty: 5206.666504
	Iteration 107Q: 3 clusters Score -2997455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -2997461.250000 Penalty: 5206.666504
	Iteration 108Q: 3 clusters Score -2997461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -2997463.000000 Penalty: 5206.666504
	Iteration 109Q: 3 clusters Score -2997463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -2997467.000000 Penalty: 5206.666504
	Iteration 110Q: 3 clusters Score -2997467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -2997467.000000 Penalty: 5206.666504
	Iteration 111F: 3 clusters Score -2997467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -36427.105469 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -36427.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -34841.332031 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -34841.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -35066.476562 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -35066.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35128.292969 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -35128.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -35159.156250 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -35159.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -35175.328125 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -35175.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35181.625000 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -35181.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35183.679688 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -35183.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35183.679688 Penalty: 3158.620605
	Iteration 7F: 3 clusters Score -35183.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -297997.187500 Penalty: 2050.899902
	Iteration 0F: 2 clusters Score -297997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -294148.156250 Penalty: 4101.799805
	Iteration 0F: 3 clusters Score -294148.2 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -294994.062500 Penalty: 4101.799805
	Iteration 1F: 3 clusters Score -294994.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -295186.156250 Penalty: 4101.799805
	Iteration 2F: 3 clusters Score -295186.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -295281.000000 Penalty: 4101.799805
	Iteration 3Q: 3 clusters Score -295281 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -295336.562500 Penalty: 4101.799805
	Iteration 4Q: 3 clusters Score -295336.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -295371.156250 Penalty: 4101.799805
	Iteration 5Q: 3 clusters Score -295371.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -295390.312500 Penalty: 4101.799805
	Iteration 6Q: 3 clusters Score -295390.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -295415.000000 Penalty: 4101.799805
	Iteration 7Q: 3 clusters Score -295415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -295436.375000 Penalty: 4101.799805
	Iteration 8Q: 3 clusters Score -295436.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -295458.843750 Penalty: 4101.799805
	Iteration 9Q: 3 clusters Score -295458.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -295487.625000 Penalty: 4101.799805
	Iteration 10Q: 3 clusters Score -295487.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -295512.843750 Penalty: 4101.799805
	Iteration 11Q: 3 clusters Score -295512.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -295558.281250 Penalty: 4101.799805
	Iteration 12Q: 3 clusters Score -295558.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -295612.781250 Penalty: 4101.799805
	Iteration 13Q: 3 clusters Score -295612.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -295660.250000 Penalty: 4101.799805
	Iteration 14Q: 3 clusters Score -295660.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -295708.531250 Penalty: 4101.799805
	Iteration 15Q: 3 clusters Score -295708.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -295769.312500 Penalty: 4101.799805
	Iteration 16Q: 3 clusters Score -295769.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -295815.218750 Penalty: 4101.799805
	Iteration 17Q: 3 clusters Score -295815.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -295856.906250 Penalty: 4101.799805
	Iteration 18Q: 3 clusters Score -295856.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -295908.875000 Penalty: 4101.799805
	Iteration 19Q: 3 clusters Score -295908.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -295963.843750 Penalty: 4101.799805
	Iteration 20F: 3 clusters Score -295963.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -296021.281250 Penalty: 4101.799805
	Iteration 21Q: 3 clusters Score -296021.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -296069.843750 Penalty: 4101.799805
	Iteration 22Q: 3 clusters Score -296069.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -296112.718750 Penalty: 4101.799805
	Iteration 23Q: 3 clusters Score -296112.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -296152.906250 Penalty: 4101.799805
	Iteration 24Q: 3 clusters Score -296152.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -296187.875000 Penalty: 4101.799805
	Iteration 25Q: 3 clusters Score -296187.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -296215.968750 Penalty: 4101.799805
	Iteration 26Q: 3 clusters Score -296216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -296241.312500 Penalty: 4101.799805
	Iteration 27Q: 3 clusters Score -296241.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -296265.406250 Penalty: 4101.799805
	Iteration 28Q: 3 clusters Score -296265.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -296284.250000 Penalty: 4101.799805
	Iteration 29Q: 3 clusters Score -296284.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -296305.062500 Penalty: 4101.799805
	Iteration 30Q: 3 clusters Score -296305.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -296323.656250 Penalty: 4101.799805
	Iteration 31Q: 3 clusters Score -296323.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -296341.218750 Penalty: 4101.799805
	Iteration 32Q: 3 clusters Score -296341.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -296356.312500 Penalty: 4101.799805
	Iteration 33Q: 3 clusters Score -296356.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -296366.406250 Penalty: 4101.799805
	Iteration 34Q: 3 clusters Score -296366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -296376.312500 Penalty: 4101.799805
	Iteration 35Q: 3 clusters Score -296376.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -296381.437500 Penalty: 4101.799805
	Iteration 36Q: 3 clusters Score -296381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -296388.250000 Penalty: 4101.799805
	Iteration 37Q: 3 clusters Score -296388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -296392.156250 Penalty: 4101.799805
	Iteration 38Q: 3 clusters Score -296392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -296395.781250 Penalty: 4101.799805
	Iteration 39Q: 3 clusters Score -296395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -296400.562500 Penalty: 4101.799805
	Iteration 40F: 3 clusters Score -296400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -296402.906250 Penalty: 4101.799805
	Iteration 41Q: 3 clusters Score -296402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -296405.500000 Penalty: 4101.799805
	Iteration 42Q: 3 clusters Score -296405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -296407.593750 Penalty: 4101.799805
	Iteration 43Q: 3 clusters Score -296407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -296409.500000 Penalty: 4101.799805
	Iteration 44Q: 3 clusters Score -296409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -296410.687500 Penalty: 4101.799805
	Iteration 45Q: 3 clusters Score -296410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -296411.687500 Penalty: 4101.799805
	Iteration 46Q: 3 clusters Score -296411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -296413.218750 Penalty: 4101.799805
	Iteration 47Q: 3 clusters Score -296413.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -296413.218750 Penalty: 4101.799805
	Iteration 48F: 3 clusters Score -296413.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -513427.531250 Penalty: 2175.107422
	Iteration 0F: 2 clusters Score -513427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -508001.375000 Penalty: 4350.214844
	Iteration 0F: 3 clusters Score -508001.4 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -509388.500000 Penalty: 4350.214844
	Iteration 1F: 3 clusters Score -509388.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -509630.375000 Penalty: 4350.214844
	Iteration 2F: 3 clusters Score -509630.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -509805.468750 Penalty: 4350.214844
	Iteration 3F: 3 clusters Score -509805.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -509984.937500 Penalty: 4350.214844
	Iteration 4Q: 3 clusters Score -509984.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -510193.937500 Penalty: 4350.214844
	Iteration 5Q: 3 clusters Score -510193.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -510424.406250 Penalty: 4350.214844
	Iteration 6F: 3 clusters Score -510424.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -510677.937500 Penalty: 4350.214844
	Iteration 7F: 3 clusters Score -510677.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -510967.625000 Penalty: 4350.214844
	Iteration 8F: 3 clusters Score -510967.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -511251.281250 Penalty: 4350.214844
	Iteration 9F: 3 clusters Score -511251.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -511468.593750 Penalty: 4350.214844
	Iteration 10Q: 3 clusters Score -511468.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -511615.343750 Penalty: 4350.214844
	Iteration 11Q: 3 clusters Score -511615.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -511723.000000 Penalty: 4350.214844
	Iteration 12Q: 3 clusters Score -511723 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -511787.218750 Penalty: 4350.214844
	Iteration 13Q: 3 clusters Score -511787.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -511828.562500 Penalty: 4350.214844
	Iteration 14Q: 3 clusters Score -511828.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -511865.875000 Penalty: 4350.214844
	Iteration 15Q: 3 clusters Score -511865.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -511894.218750 Penalty: 4350.214844
	Iteration 16Q: 3 clusters Score -511894.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -511924.687500 Penalty: 4350.214844
	Iteration 17Q: 3 clusters Score -511924.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -511947.281250 Penalty: 4350.214844
	Iteration 18Q: 3 clusters Score -511947.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -511967.781250 Penalty: 4350.214844
	Iteration 19Q: 3 clusters Score -511967.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -511980.562500 Penalty: 4350.214844
	Iteration 20F: 3 clusters Score -511980.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -511986.531250 Penalty: 4350.214844
	Iteration 21Q: 3 clusters Score -511986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -511991.031250 Penalty: 4350.214844
	Iteration 22Q: 3 clusters Score -511991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -511997.468750 Penalty: 4350.214844
	Iteration 23Q: 3 clusters Score -511997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -512002.156250 Penalty: 4350.214844
	Iteration 24Q: 3 clusters Score -512002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -512006.937500 Penalty: 4350.214844
	Iteration 25Q: 3 clusters Score -512006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -512010.562500 Penalty: 4350.214844
	Iteration 26Q: 3 clusters Score -512010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -512013.375000 Penalty: 4350.214844
	Iteration 27Q: 3 clusters Score -512013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -512014.218750 Penalty: 4350.214844
	Iteration 28Q: 3 clusters Score -512014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -512014.218750 Penalty: 4350.214844
	Iteration 29F: 3 clusters Score -512014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19748 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245293 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850045 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21225 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100411 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791232.000000 Penalty: 125124.562500
Iteration 319Q: 36 clusters Score -1.427912e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245297 members 
Mstep: Class 6 contains 31065 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52377 members 
Mstep: Class 11 contains 850044 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21224 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100411 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4255 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791184.000000 Penalty: 125124.562500
Iteration 320F: 36 clusters Score -1.427912e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245301 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52376 members 
Mstep: Class 11 contains 850043 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100411 members 
Mstep: Class 18 contains 161000 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791184.000000 Penalty: 125124.562500
Iteration 321Q: 36 clusters Score -1.427912e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245302 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52375 members 
Mstep: Class 11 contains 850043 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100412 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 322Q: 36 clusters Score -1.427912e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245303 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52374 members 
Mstep: Class 11 contains 850042 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 323Q: 36 clusters Score -1.427912e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245304 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52373 members 
Mstep: Class 11 contains 850042 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791200.000000 Penalty: 125124.562500
Iteration 324Q: 36 clusters Score -1.427912e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245306 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52371 members 
Mstep: Class 11 contains 850042 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791216.000000 Penalty: 125124.562500
Iteration 325Q: 36 clusters Score -1.427912e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245307 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52370 members 
Mstep: Class 11 contains 850042 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791232.000000 Penalty: 125124.562500
Iteration 326Q: 36 clusters Score -1.427912e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 11826 members 
Mstep: Class 3 contains 19747 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 245307 members 
Mstep: Class 6 contains 31066 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 52370 members 
Mstep: Class 11 contains 850042 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 21223 members 
Mstep: Class 14 contains 37627 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 7603 members 
Mstep: Class 17 contains 100413 members 
Mstep: Class 18 contains 160999 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 4231 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 31007 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 4254 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 28971 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 7840 members 
Mstep: Class 30 contains 8613 members 
Mstep: Class 31 contains 5161 members 
Mstep: Class 32 contains 36217 members 
Mstep: Class 33 contains 583 members 
Mstep: Class 34 contains 3904 members 
Mstep: Class 35 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791232.000000 Penalty: 125124.562500
Iteration 327F: 36 clusters Score -1.427912e+08 nChanged 0
Entering ConstructFrom: 
Score: -142791232.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (29019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Entering Unmasked Estep 
Score: -2317223.000000 Penalty: 2548.375244
	Iteration 0F: 2 clusters Score -2317223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2297332.000000 Penalty: 5096.750488
	Iteration 0F: 3 clusters Score -2297332 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2304343.500000 Penalty: 5096.750488
	Iteration 1F: 3 clusters Score -2304344 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2304866.750000 Penalty: 5096.750488
	Iteration 2Q: 3 clusters Score -2304867 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2305384.000000 Penalty: 5096.750488
	Iteration 3Q: 3 clusters Score -2305384 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2305905.000000 Penalty: 5096.750488
	Iteration 4Q: 3 clusters Score -2305905 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2306420.500000 Penalty: 5096.750488
	Iteration 5Q: 3 clusters Score -2306420 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2307012.250000 Penalty: 5096.750488
	Iteration 6Q: 3 clusters Score -2307012 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2307635.250000 Penalty: 5096.750488
	Iteration 7Q: 3 clusters Score -2307635 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2308401.750000 Penalty: 5096.750488
	Iteration 8Q: 3 clusters Score -2308402 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2309280.500000 Penalty: 5096.750488
	Iteration 9Q: 3 clusters Score -2309280 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2310236.500000 Penalty: 5096.750488
	Iteration 10Q: 3 clusters Score -2310236 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2311227.500000 Penalty: 5096.750488
	Iteration 11Q: 3 clusters Score -2311228 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2312048.000000 Penalty: 5096.750488
	Iteration 12Q: 3 clusters Score -2312048 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2312743.750000 Penalty: 5096.750488
	Iteration 13Q: 3 clusters Score -2312744 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2313340.750000 Penalty: 5096.750488
	Iteration 14Q: 3 clusters Score -2313341 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2313896.500000 Penalty: 5096.750488
	Iteration 15Q: 3 clusters Score -2313896 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2314359.250000 Penalty: 5096.750488
	Iteration 16Q: 3 clusters Score -2314359 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2314773.250000 Penalty: 5096.750488
	Iteration 17Q: 3 clusters Score -2314773 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2315141.000000 Penalty: 5096.750488
	Iteration 18Q: 3 clusters Score -2315141 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2315397.000000 Penalty: 5096.750488
	Iteration 19Q: 3 clusters Score -2315397 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2315604.750000 Penalty: 5096.750488
	Iteration 20F: 3 clusters Score -2315605 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2315735.000000 Penalty: 5096.750488
	Iteration 21Q: 3 clusters Score -2315735 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2315827.500000 Penalty: 5096.750488
	Iteration 22Q: 3 clusters Score -2315828 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2315894.250000 Penalty: 5096.750488
	Iteration 23Q: 3 clusters Score -2315894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2315919.250000 Penalty: 5096.750488
	Iteration 24Q: 3 clusters Score -2315919 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2315957.250000 Penalty: 5096.750488
	Iteration 25Q: 3 clusters Score -2315957 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2315995.500000 Penalty: 5096.750488
	Iteration 26Q: 3 clusters Score -2315996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2316021.250000 Penalty: 5096.750488
	Iteration 27Q: 3 clusters Score -2316021 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2316043.000000 Penalty: 5096.750488
	Iteration 28Q: 3 clusters Score -2316043 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2316074.000000 Penalty: 5096.750488
	Iteration 29Q: 3 clusters Score -2316074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2316089.250000 Penalty: 5096.750488
	Iteration 30Q: 3 clusters Score -2316089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2316099.750000 Penalty: 5096.750488
	Iteration 31Q: 3 clusters Score -2316100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2316119.500000 Penalty: 5096.750488
	Iteration 32Q: 3 clusters Score -2316120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2316128.500000 Penalty: 5096.750488
	Iteration 33Q: 3 clusters Score -2316128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2316145.750000 Penalty: 5096.750488
	Iteration 34Q: 3 clusters Score -2316146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2316150.000000 Penalty: 5096.750488
	Iteration 35Q: 3 clusters Score -2316150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2316147.250000 Penalty: 5096.750488
	Iteration 36Q: 3 clusters Score -2316147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2316147.500000 Penalty: 5096.750488
	Iteration 37Q: 3 clusters Score -2316148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2316157.000000 Penalty: 5096.750488
	Iteration 38Q: 3 clusters Score -2316157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2316153.000000 Penalty: 5096.750488
	Iteration 39Q: 3 clusters Score -2316153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2316156.250000 Penalty: 5096.750488
	Iteration 40F: 3 clusters Score -2316156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2316162.500000 Penalty: 5096.750488
	Iteration 41Q: 3 clusters Score -2316162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2316165.500000 Penalty: 5096.750488
	Iteration 42Q: 3 clusters Score -2316166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2316165.250000 Penalty: 5096.750488
	Iteration 43Q: 3 clusters Score -2316165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2316163.750000 Penalty: 5096.750488
	Iteration 44Q: 3 clusters Score -2316164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2316168.500000 Penalty: 5096.750488
	Iteration 45Q: 3 clusters Score -2316168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2316166.750000 Penalty: 5096.750488
	Iteration 46Q: 3 clusters Score -2316167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2316170.750000 Penalty: 5096.750488
	Iteration 47Q: 3 clusters Score -2316171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2316173.000000 Penalty: 5096.750488
	Iteration 48Q: 3 clusters Score -2316173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2316175.750000 Penalty: 5096.750488
	Iteration 49Q: 3 clusters Score -2316176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2316181.250000 Penalty: 5096.750488
	Iteration 50Q: 3 clusters Score -2316181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2316180.750000 Penalty: 5096.750488
	Iteration 51Q: 3 clusters Score -2316181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2316184.000000 Penalty: 5096.750488
	Iteration 52Q: 3 clusters Score -2316184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2316182.250000 Penalty: 5096.750488
	Iteration 53Q: 3 clusters Score -2316182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2316182.750000 Penalty: 5096.750488
	Iteration 54Q: 3 clusters Score -2316183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2316181.000000 Penalty: 5096.750488
	Iteration 55Q: 3 clusters Score -2316181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2316177.750000 Penalty: 5096.750488
	Iteration 56Q: 3 clusters Score -2316178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2316177.750000 Penalty: 5096.750488
	Iteration 57Q: 3 clusters Score -2316178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2316184.500000 Penalty: 5096.750488
	Iteration 58Q: 3 clusters Score -2316184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2316183.500000 Penalty: 5096.750488
	Iteration 59Q: 3 clusters Score -2316184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2316185.000000 Penalty: 5096.750488
	Iteration 60F: 3 clusters Score -2316185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316185.000000 Penalty: 5096.750488
	Iteration 61Q: 3 clusters Score -2316185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2316187.250000 Penalty: 5096.750488
	Iteration 62Q: 3 clusters Score -2316187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316186.000000 Penalty: 5096.750488
	Iteration 63Q: 3 clusters Score -2316186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316188.250000 Penalty: 5096.750488
	Iteration 64Q: 3 clusters Score -2316188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2316189.500000 Penalty: 5096.750488
	Iteration 65Q: 3 clusters Score -2316190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316191.250000 Penalty: 5096.750488
	Iteration 66Q: 3 clusters Score -2316191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2316192.250000 Penalty: 5096.750488
	Iteration 67Q: 3 clusters Score -2316192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2316194.750000 Penalty: 5096.750488
	Iteration 68Q: 3 clusters Score -2316195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2316195.500000 Penalty: 5096.750488
	Iteration 69Q: 3 clusters Score -2316196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2316190.750000 Penalty: 5096.750488
	Iteration 70Q: 3 clusters Score -2316191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316196.750000 Penalty: 5096.750488
	Iteration 71Q: 3 clusters Score -2316197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2316195.250000 Penalty: 5096.750488
	Iteration 72Q: 3 clusters Score -2316195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2316192.750000 Penalty: 5096.750488
	Iteration 73Q: 3 clusters Score -2316193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2316194.500000 Penalty: 5096.750488
	Iteration 74Q: 3 clusters Score -2316194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2316198.500000 Penalty: 5096.750488
	Iteration 75Q: 3 clusters Score -2316198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2316199.500000 Penalty: 5096.750488
	Iteration 76Q: 3 clusters Score -2316200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2316195.500000 Penalty: 5096.750488
	Iteration 77Q: 3 clusters Score -2316196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316197.250000 Penalty: 5096.750488
	Iteration 78Q: 3 clusters Score -2316197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2316196.500000 Penalty: 5096.750488
	Iteration 79Q: 3 clusters Score -2316196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2316197.000000 Penalty: 5096.750488
	Iteration 80F: 3 clusters Score -2316197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Entering Unmasked Estep 
Score: -925464.312500 Penalty: 2325.757812
	Iteration 0F: 2 clusters Score -925464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -916635.062500 Penalty: 4651.515625
	Iteration 0F: 3 clusters Score -916635.1 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -919371.500000 Penalty: 4651.515625
	Iteration 1F: 3 clusters Score -919371.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -919686.000000 Penalty: 4651.515625
	Iteration 2F: 3 clusters Score -919686 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -919898.250000 Penalty: 4651.515625
	Iteration 3Q: 3 clusters Score -919898.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -920091.000000 Penalty: 4651.515625
	Iteration 4Q: 3 clusters Score -920091 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -920270.500000 Penalty: 4651.515625
	Iteration 5Q: 3 clusters Score -920270.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -920462.687500 Penalty: 4651.515625
	Iteration 6Q: 3 clusters Score -920462.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -920669.250000 Penalty: 4651.515625
	Iteration 7Q: 3 clusters Score -920669.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -920901.062500 Penalty: 4651.515625
	Iteration 8Q: 3 clusters Score -920901.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -921168.875000 Penalty: 4651.515625
	Iteration 9Q: 3 clusters Score -921168.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -921413.437500 Penalty: 4651.515625
	Iteration 10Q: 3 clusters Score -921413.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -921680.500000 Penalty: 4651.515625
	Iteration 11Q: 3 clusters Score -921680.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -921946.437500 Penalty: 4651.515625
	Iteration 12Q: 3 clusters Score -921946.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -922173.875000 Penalty: 4651.515625
	Iteration 13Q: 3 clusters Score -922173.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -922343.625000 Penalty: 4651.515625
	Iteration 14Q: 3 clusters Score -922343.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -922477.437500 Penalty: 4651.515625
	Iteration 15Q: 3 clusters Score -922477.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -922606.125000 Penalty: 4651.515625
	Iteration 16Q: 3 clusters Score -922606.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -922713.562500 Penalty: 4651.515625
	Iteration 17Q: 3 clusters Score -922713.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -922811.187500 Penalty: 4651.515625
	Iteration 18Q: 3 clusters Score -922811.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -922905.687500 Penalty: 4651.515625
	Iteration 19Q: 3 clusters Score -922905.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -923000.625000 Penalty: 4651.515625
	Iteration 20F: 3 clusters Score -923000.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -923093.875000 Penalty: 4651.515625
	Iteration 21Q: 3 clusters Score -923093.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -923182.937500 Penalty: 4651.515625
	Iteration 22Q: 3 clusters Score -923182.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -923272.812500 Penalty: 4651.515625
	Iteration 23Q: 3 clusters Score -923272.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -923402.750000 Penalty: 4651.515625
	Iteration 24Q: 3 clusters Score -923402.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -923529.437500 Penalty: 4651.515625
	Iteration 25Q: 3 clusters Score -923529.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -923647.875000 Penalty: 4651.515625
	Iteration 26Q: 3 clusters Score -923647.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -923729.937500 Penalty: 4651.515625
	Iteration 27Q: 3 clusters Score -923729.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -923788.125000 Penalty: 4651.515625
	Iteration 28Q: 3 clusters Score -923788.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -923825.125000 Penalty: 4651.515625
	Iteration 29Q: 3 clusters Score -923825.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -923852.750000 Penalty: 4651.515625
	Iteration 30Q: 3 clusters Score -923852.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -923869.562500 Penalty: 4651.515625
	Iteration 31Q: 3 clusters Score -923869.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -923882.125000 Penalty: 4651.515625
	Iteration 32Q: 3 clusters Score -923882.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -923895.125000 Penalty: 4651.515625
	Iteration 33Q: 3 clusters Score -923895.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -923901.187500 Penalty: 4651.515625
	Iteration 34Q: 3 clusters Score -923901.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -923906.000000 Penalty: 4651.515625
	Iteration 35Q: 3 clusters Score -923906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -923915.812500 Penalty: 4651.515625
	Iteration 36Q: 3 clusters Score -923915.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -923928.062500 Penalty: 4651.515625
	Iteration 37Q: 3 clusters Score -923928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -923936.562500 Penalty: 4651.515625
	Iteration 38Q: 3 clusters Score -923936.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -923944.375000 Penalty: 4651.515625
	Iteration 39Q: 3 clusters Score -923944.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -923947.375000 Penalty: 4651.515625
	Iteration 40F: 3 clusters Score -923947.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -923952.312500 Penalty: 4651.515625
	Iteration 41Q: 3 clusters Score -923952.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -923957.687500 Penalty: 4651.515625
	Iteration 42Q: 3 clusters Score -923957.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -923958.937500 Penalty: 4651.515625
	Iteration 43Q: 3 clusters Score -923958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -923960.062500 Penalty: 4651.515625
	Iteration 44Q: 3 clusters Score -923960.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -923961.187500 Penalty: 4651.515625
	Iteration 45Q: 3 clusters Score -923961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -923965.125000 Penalty: 4651.515625
	Iteration 46Q: 3 clusters Score -923965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -923967.000000 Penalty: 4651.515625
	Iteration 47Q: 3 clusters Score -923967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -923967.562500 Penalty: 4651.515625
	Iteration 48Q: 3 clusters Score -923967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -923966.937500 Penalty: 4651.515625
	Iteration 49Q: 3 clusters Score -923966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -923966.312500 Penalty: 4651.515625
	Iteration 50Q: 3 clusters Score -923966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -923966.312500 Penalty: 4651.515625
	Iteration 51F: 3 clusters Score -923966.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Entering Unmasked Estep 
Score: -1635569.625000 Penalty: 2452.907715
	Iteration 0F: 2 clusters Score -1635570 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 10049 members 
Entering Unmasked Estep 
Score: -1621733.500000 Penalty: 4905.815430
	Iteration 0F: 3 clusters Score -1621734 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1626382.875000 Penalty: 4905.815430
	Iteration 1F: 3 clusters Score -1626383 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1626759.375000 Penalty: 4905.815430
	Iteration 2F: 3 clusters Score -1626759 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1627142.875000 Penalty: 4905.815430
	Iteration 3Q: 3 clusters Score -1627143 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1627599.250000 Penalty: 4905.815430
	Iteration 4Q: 3 clusters Score -1627599 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1628145.500000 Penalty: 4905.815430
	Iteration 5F: 3 clusters Score -1628146 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1628883.750000 Penalty: 4905.815430
	Iteration 6F: 3 clusters Score -1628884 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1629798.000000 Penalty: 4905.815430
	Iteration 7F: 3 clusters Score -1629798 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1630832.875000 Penalty: 4905.815430
	Iteration 8F: 3 clusters Score -1630833 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1631799.125000 Penalty: 4905.815430
	Iteration 9F: 3 clusters Score -1631799 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1632524.750000 Penalty: 4905.815430
	Iteration 10Q: 3 clusters Score -1632525 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1632945.750000 Penalty: 4905.815430
	Iteration 11Q: 3 clusters Score -1632946 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1633162.625000 Penalty: 4905.815430
	Iteration 12Q: 3 clusters Score -1633163 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1633329.125000 Penalty: 4905.815430
	Iteration 13Q: 3 clusters Score -1633329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1633428.375000 Penalty: 4905.815430
	Iteration 14Q: 3 clusters Score -1633428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1633485.250000 Penalty: 4905.815430
	Iteration 15Q: 3 clusters Score -1633485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1633513.250000 Penalty: 4905.815430
	Iteration 16Q: 3 clusters Score -1633513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1633526.625000 Penalty: 4905.815430
	Iteration 17Q: 3 clusters Score -1633527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1633534.750000 Penalty: 4905.815430
	Iteration 18Q: 3 clusters Score -1633535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1633541.625000 Penalty: 4905.815430
	Iteration 19Q: 3 clusters Score -1633542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1633545.750000 Penalty: 4905.815430
	Iteration 20F: 3 clusters Score -1633546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1633545.375000 Penalty: 4905.815430
	Iteration 21Q: 3 clusters Score -1633545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1633549.500000 Penalty: 4905.815430
	Iteration 22Q: 3 clusters Score -1633550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1633552.625000 Penalty: 4905.815430
	Iteration 23Q: 3 clusters Score -1633553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1633552.625000 Penalty: 4905.815430
	Iteration 24Q: 3 clusters Score -1633553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1633552.625000 Penalty: 4905.815430
	Iteration 25F: 3 clusters Score -1633553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -276183.156250 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -276183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -272557.125000 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -272557.1 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -273508.125000 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -273508.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -273848.187500 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -273848.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -274067.812500 Penalty: 4070.871582
	Iteration 3F: 3 clusters Score -274067.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -274283.718750 Penalty: 4070.871582
	Iteration 4F: 3 clusters Score -274283.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -274446.531250 Penalty: 4070.871582
	Iteration 5F: 3 clusters Score -274446.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274580.062500 Penalty: 4070.871582
	Iteration 6Q: 3 clusters Score -274580.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -274692.156250 Penalty: 4070.871582
	Iteration 7Q: 3 clusters Score -274692.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274788.125000 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -274788.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -274887.562500 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -274887.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -274953.125000 Penalty: 4070.871582
	Iteration 10Q: 3 clusters Score -274953.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -274995.406250 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -274995.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -275027.781250 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -275027.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -275056.187500 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -275056.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -275082.218750 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -275082.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -275102.625000 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -275102.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -275120.437500 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -275120.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -275133.000000 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -275133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -275142.968750 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -275143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -275149.750000 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -275149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -275164.656250 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -275164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -275172.312500 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -275172.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -275177.625000 Penalty: 4070.871582
	Iteration 22Q: 3 clusters Score -275177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -275180.968750 Penalty: 4070.871582
	Iteration 23Q: 3 clusters Score -275181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -275184.187500 Penalty: 4070.871582
	Iteration 24Q: 3 clusters Score -275184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -275185.562500 Penalty: 4070.871582
	Iteration 25Q: 3 clusters Score -275185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -275186.718750 Penalty: 4070.871582
	Iteration 26Q: 3 clusters Score -275186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -275187.750000 Penalty: 4070.871582
	Iteration 27Q: 3 clusters Score -275187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -275189.343750 Penalty: 4070.871582
	Iteration 28Q: 3 clusters Score -275189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -275192.687500 Penalty: 4070.871582
	Iteration 29Q: 3 clusters Score -275192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -275195.312500 Penalty: 4070.871582
	Iteration 30Q: 3 clusters Score -275195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -275197.093750 Penalty: 4070.871582
	Iteration 31Q: 3 clusters Score -275197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -275200.468750 Penalty: 4070.871582
	Iteration 32Q: 3 clusters Score -275200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -275202.093750 Penalty: 4070.871582
	Iteration 33Q: 3 clusters Score -275202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -275206.156250 Penalty: 4070.871582
	Iteration 34Q: 3 clusters Score -275206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -275208.531250 Penalty: 4070.871582
	Iteration 35Q: 3 clusters Score -275208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -275209.625000 Penalty: 4070.871582
	Iteration 36Q: 3 clusters Score -275209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -275210.687500 Penalty: 4070.871582
	Iteration 37Q: 3 clusters Score -275210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -275210.687500 Penalty: 4070.871582
	Iteration 38F: 3 clusters Score -275210.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (245307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245307 members 
Entering Unmasked Estep 
Score: -19817202.000000 Penalty: 3077.745850
	Iteration 0F: 2 clusters Score -1.98172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122808 members 
Mstep: Class 2 contains 122499 members 
Entering Unmasked Estep 
Score: -19652554.000000 Penalty: 6155.491699
	Iteration 0F: 3 clusters Score -1.965255e+07 nChanged 118586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 121599 members 
Entering Unmasked Estep 
Score: -19721598.000000 Penalty: 6155.491699
	Iteration 1F: 3 clusters Score -1.97216e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 120463 members 
Entering Unmasked Estep 
Score: -19722588.000000 Penalty: 6155.491699
	Iteration 2Q: 3 clusters Score -1.972259e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126663 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -19723782.000000 Penalty: 6155.491699
	Iteration 3Q: 3 clusters Score -1.972378e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -19725292.000000 Penalty: 6155.491699
	Iteration 4Q: 3 clusters Score -1.972529e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133965 members 
Mstep: Class 2 contains 111342 members 
Entering Unmasked Estep 
Score: -19727380.000000 Penalty: 6155.491699
	Iteration 5Q: 3 clusters Score -1.972738e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 104680 members 
Entering Unmasked Estep 
Score: -19730580.000000 Penalty: 6155.491699
	Iteration 6Q: 3 clusters Score -1.973058e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150273 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -19735926.000000 Penalty: 6155.491699
	Iteration 7Q: 3 clusters Score -1.973593e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -19744710.000000 Penalty: 6155.491699
	Iteration 8F: 3 clusters Score -1.974471e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179821 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -19757416.000000 Penalty: 6155.491699
	Iteration 9F: 3 clusters Score -1.975742e+07 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197883 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -19772454.000000 Penalty: 6155.491699
	Iteration 10F: 3 clusters Score -1.977245e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214355 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -19787224.000000 Penalty: 6155.491699
	Iteration 11F: 3 clusters Score -1.978722e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227175 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -19798924.000000 Penalty: 6155.491699
	Iteration 12F: 3 clusters Score -1.979892e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235733 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -19806522.000000 Penalty: 6155.491699
	Iteration 13Q: 3 clusters Score -1.980652e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240645 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -19810932.000000 Penalty: 6155.491699
	Iteration 14Q: 3 clusters Score -1.981093e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243073 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -19812912.000000 Penalty: 6155.491699
	Iteration 15Q: 3 clusters Score -1.981291e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244067 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19813774.000000 Penalty: 6155.491699
	Iteration 16Q: 3 clusters Score -1.981377e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -19814192.000000 Penalty: 6155.491699
	Iteration 17Q: 3 clusters Score -1.981419e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244711 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -19814374.000000 Penalty: 6155.491699
	Iteration 18Q: 3 clusters Score -1.981437e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244780 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19814462.000000 Penalty: 6155.491699
	Iteration 19Q: 3 clusters Score -1.981446e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -19814500.000000 Penalty: 6155.491699
	Iteration 20F: 3 clusters Score -1.98145e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244822 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19814538.000000 Penalty: 6155.491699
	Iteration 21Q: 3 clusters Score -1.981454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244825 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19814570.000000 Penalty: 6155.491699
	Iteration 22Q: 3 clusters Score -1.981457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244827 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19814574.000000 Penalty: 6155.491699
	Iteration 23Q: 3 clusters Score -1.981457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244832 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -19814590.000000 Penalty: 6155.491699
	Iteration 24Q: 3 clusters Score -1.981459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244836 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19814608.000000 Penalty: 6155.491699
	Iteration 25Q: 3 clusters Score -1.981461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244843 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -19814596.000000 Penalty: 6155.491699
	Iteration 26Q: 3 clusters Score -1.98146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244845 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -19814610.000000 Penalty: 6155.491699
	Iteration 27Q: 3 clusters Score -1.981461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244848 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19814624.000000 Penalty: 6155.491699
	Iteration 28Q: 3 clusters Score -1.981462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244848 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19814634.000000 Penalty: 6155.491699
	Iteration 29Q: 3 clusters Score -1.981463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244849 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19814632.000000 Penalty: 6155.491699
	Iteration 30Q: 3 clusters Score -1.981463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244849 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19814634.000000 Penalty: 6155.491699
	Iteration 31Q: 3 clusters Score -1.981463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244848 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19814636.000000 Penalty: 6155.491699
	Iteration 32Q: 3 clusters Score -1.981464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244848 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19814636.000000 Penalty: 6155.491699
	Iteration 33F: 3 clusters Score -1.981464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Entering Unmasked Estep 
Score: -2458864.500000 Penalty: 2565.279541
	Iteration 0F: 2 clusters Score -2458864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2437651.500000 Penalty: 5130.559082
	Iteration 0F: 3 clusters Score -2437652 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2445199.750000 Penalty: 5130.559082
	Iteration 1F: 3 clusters Score -2445200 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2445609.250000 Penalty: 5130.559082
	Iteration 2Q: 3 clusters Score -2445609 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2445972.000000 Penalty: 5130.559082
	Iteration 3Q: 3 clusters Score -2445972 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2446311.000000 Penalty: 5130.559082
	Iteration 4Q: 3 clusters Score -2446311 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2446665.000000 Penalty: 5130.559082
	Iteration 5Q: 3 clusters Score -2446665 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2447072.250000 Penalty: 5130.559082
	Iteration 6Q: 3 clusters Score -2447072 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2447672.250000 Penalty: 5130.559082
	Iteration 7Q: 3 clusters Score -2447672 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2448474.500000 Penalty: 5130.559082
	Iteration 8Q: 3 clusters Score -2448474 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2449638.750000 Penalty: 5130.559082
	Iteration 9F: 3 clusters Score -2449639 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2451162.750000 Penalty: 5130.559082
	Iteration 10F: 3 clusters Score -2451163 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -2452817.250000 Penalty: 5130.559082
	Iteration 11F: 3 clusters Score -2452817 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -2454262.000000 Penalty: 5130.559082
	Iteration 12F: 3 clusters Score -2454262 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -2455272.750000 Penalty: 5130.559082
	Iteration 13Q: 3 clusters Score -2455273 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -2455875.500000 Penalty: 5130.559082
	Iteration 14Q: 3 clusters Score -2455876 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -2456234.750000 Penalty: 5130.559082
	Iteration 15Q: 3 clusters Score -2456235 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -2456415.250000 Penalty: 5130.559082
	Iteration 16Q: 3 clusters Score -2456415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2456482.250000 Penalty: 5130.559082
	Iteration 17Q: 3 clusters Score -2456482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -2456524.750000 Penalty: 5130.559082
	Iteration 18Q: 3 clusters Score -2456525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -2456556.500000 Penalty: 5130.559082
	Iteration 19Q: 3 clusters Score -2456556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -2456573.000000 Penalty: 5130.559082
	Iteration 20F: 3 clusters Score -2456573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -2456580.250000 Penalty: 5130.559082
	Iteration 21Q: 3 clusters Score -2456580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -2456586.000000 Penalty: 5130.559082
	Iteration 22Q: 3 clusters Score -2456586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -2456588.750000 Penalty: 5130.559082
	Iteration 23Q: 3 clusters Score -2456589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -2456591.000000 Penalty: 5130.559082
	Iteration 24Q: 3 clusters Score -2456591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -2456594.750000 Penalty: 5130.559082
	Iteration 25Q: 3 clusters Score -2456595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -2456596.750000 Penalty: 5130.559082
	Iteration 26Q: 3 clusters Score -2456597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -2456600.250000 Penalty: 5130.559082
	Iteration 27Q: 3 clusters Score -2456600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -2456604.000000 Penalty: 5130.559082
	Iteration 28Q: 3 clusters Score -2456604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -2456602.750000 Penalty: 5130.559082
	Iteration 29Q: 3 clusters Score -2456603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -2456604.750000 Penalty: 5130.559082
	Iteration 30Q: 3 clusters Score -2456605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2456606.000000 Penalty: 5130.559082
	Iteration 31Q: 3 clusters Score -2456606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2456606.000000 Penalty: 5130.559082
	Iteration 32F: 3 clusters Score -2456606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Entering Unmasked Estep 
Score: -3089641.250000 Penalty: 2626.734863
	Iteration 0F: 2 clusters Score -3089641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3062813.750000 Penalty: 5253.469727
	Iteration 0F: 3 clusters Score -3062814 nChanged 17963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3073104.000000 Penalty: 5253.469727
	Iteration 1F: 3 clusters Score -3073104 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3074071.000000 Penalty: 5253.469727
	Iteration 2F: 3 clusters Score -3074071 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3075227.750000 Penalty: 5253.469727
	Iteration 3F: 3 clusters Score -3075228 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3076822.750000 Penalty: 5253.469727
	Iteration 4F: 3 clusters Score -3076823 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3079075.000000 Penalty: 5253.469727
	Iteration 5F: 3 clusters Score -3079075 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3081688.000000 Penalty: 5253.469727
	Iteration 6F: 3 clusters Score -3081688 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3083966.000000 Penalty: 5253.469727
	Iteration 7F: 3 clusters Score -3083966 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3085447.250000 Penalty: 5253.469727
	Iteration 8F: 3 clusters Score -3085447 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3086186.250000 Penalty: 5253.469727
	Iteration 9Q: 3 clusters Score -3086186 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3086523.250000 Penalty: 5253.469727
	Iteration 10Q: 3 clusters Score -3086523 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3086733.250000 Penalty: 5253.469727
	Iteration 11Q: 3 clusters Score -3086733 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3086867.750000 Penalty: 5253.469727
	Iteration 12Q: 3 clusters Score -3086868 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3086945.750000 Penalty: 5253.469727
	Iteration 13Q: 3 clusters Score -3086946 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3087010.750000 Penalty: 5253.469727
	Iteration 14Q: 3 clusters Score -3087011 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3087063.250000 Penalty: 5253.469727
	Iteration 15Q: 3 clusters Score -3087063 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3087107.750000 Penalty: 5253.469727
	Iteration 16Q: 3 clusters Score -3087108 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3087137.500000 Penalty: 5253.469727
	Iteration 17Q: 3 clusters Score -3087138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3087175.500000 Penalty: 5253.469727
	Iteration 18Q: 3 clusters Score -3087176 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3087202.500000 Penalty: 5253.469727
	Iteration 19Q: 3 clusters Score -3087202 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3087217.250000 Penalty: 5253.469727
	Iteration 20F: 3 clusters Score -3087217 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3087233.500000 Penalty: 5253.469727
	Iteration 21Q: 3 clusters Score -3087234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3087239.750000 Penalty: 5253.469727
	Iteration 22Q: 3 clusters Score -3087240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3087250.750000 Penalty: 5253.469727
	Iteration 23Q: 3 clusters Score -3087251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3087264.750000 Penalty: 5253.469727
	Iteration 24Q: 3 clusters Score -3087265 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3087280.750000 Penalty: 5253.469727
	Iteration 25Q: 3 clusters Score -3087281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3087286.000000 Penalty: 5253.469727
	Iteration 26Q: 3 clusters Score -3087286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3087295.750000 Penalty: 5253.469727
	Iteration 27Q: 3 clusters Score -3087296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3087307.250000 Penalty: 5253.469727
	Iteration 28Q: 3 clusters Score -3087307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3087312.500000 Penalty: 5253.469727
	Iteration 29Q: 3 clusters Score -3087312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3087317.250000 Penalty: 5253.469727
	Iteration 30Q: 3 clusters Score -3087317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3087329.750000 Penalty: 5253.469727
	Iteration 31Q: 3 clusters Score -3087330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3087342.750000 Penalty: 5253.469727
	Iteration 32Q: 3 clusters Score -3087343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3087342.500000 Penalty: 5253.469727
	Iteration 33Q: 3 clusters Score -3087342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3087345.250000 Penalty: 5253.469727
	Iteration 34Q: 3 clusters Score -3087345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3087352.000000 Penalty: 5253.469727
	Iteration 35Q: 3 clusters Score -3087352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3087360.250000 Penalty: 5253.469727
	Iteration 36Q: 3 clusters Score -3087360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3087373.250000 Penalty: 5253.469727
	Iteration 37Q: 3 clusters Score -3087373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3087377.500000 Penalty: 5253.469727
	Iteration 38Q: 3 clusters Score -3087378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3087391.750000 Penalty: 5253.469727
	Iteration 39Q: 3 clusters Score -3087392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3087403.750000 Penalty: 5253.469727
	Iteration 40F: 3 clusters Score -3087404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3087398.500000 Penalty: 5253.469727
	Iteration 41Q: 3 clusters Score -3087398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3087387.250000 Penalty: 5253.469727
	Iteration 42Q: 3 clusters Score -3087387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3087401.250000 Penalty: 5253.469727
	Iteration 43Q: 3 clusters Score -3087401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3087404.750000 Penalty: 5253.469727
	Iteration 44Q: 3 clusters Score -3087405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3087411.750000 Penalty: 5253.469727
	Iteration 45Q: 3 clusters Score -3087412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3087407.500000 Penalty: 5253.469727
	Iteration 46Q: 3 clusters Score -3087408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3087418.000000 Penalty: 5253.469727
	Iteration 47Q: 3 clusters Score -3087418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3087412.000000 Penalty: 5253.469727
	Iteration 48Q: 3 clusters Score -3087412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3087413.750000 Penalty: 5253.469727
	Iteration 49Q: 3 clusters Score -3087414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3087417.750000 Penalty: 5253.469727
	Iteration 50Q: 3 clusters Score -3087418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3087421.250000 Penalty: 5253.469727
	Iteration 51Q: 3 clusters Score -3087421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3087423.250000 Penalty: 5253.469727
	Iteration 52Q: 3 clusters Score -3087423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3087428.250000 Penalty: 5253.469727
	Iteration 53Q: 3 clusters Score -3087428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3087423.500000 Penalty: 5253.469727
	Iteration 54Q: 3 clusters Score -3087424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3087417.250000 Penalty: 5253.469727
	Iteration 55Q: 3 clusters Score -3087417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3087423.750000 Penalty: 5253.469727
	Iteration 56Q: 3 clusters Score -3087424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3087419.500000 Penalty: 5253.469727
	Iteration 57Q: 3 clusters Score -3087420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3087419.750000 Penalty: 5253.469727
	Iteration 58Q: 3 clusters Score -3087420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3087422.250000 Penalty: 5253.469727
	Iteration 59Q: 3 clusters Score -3087422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3087425.750000 Penalty: 5253.469727
	Iteration 60F: 3 clusters Score -3087426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3087422.000000 Penalty: 5253.469727
	Iteration 61Q: 3 clusters Score -3087422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3087430.000000 Penalty: 5253.469727
	Iteration 62Q: 3 clusters Score -3087430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3087426.500000 Penalty: 5253.469727
	Iteration 63Q: 3 clusters Score -3087426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3087430.500000 Penalty: 5253.469727
	Iteration 64Q: 3 clusters Score -3087430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3087433.750000 Penalty: 5253.469727
	Iteration 65Q: 3 clusters Score -3087434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3087430.250000 Penalty: 5253.469727
	Iteration 66Q: 3 clusters Score -3087430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3087423.250000 Penalty: 5253.469727
	Iteration 67Q: 3 clusters Score -3087423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3087423.250000 Penalty: 5253.469727
	Iteration 68Q: 3 clusters Score -3087423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3087424.500000 Penalty: 5253.469727
	Iteration 69Q: 3 clusters Score -3087424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3087424.000000 Penalty: 5253.469727
	Iteration 70Q: 3 clusters Score -3087424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3087429.000000 Penalty: 5253.469727
	Iteration 71Q: 3 clusters Score -3087429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3087430.250000 Penalty: 5253.469727
	Iteration 72Q: 3 clusters Score -3087430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3087425.750000 Penalty: 5253.469727
	Iteration 73Q: 3 clusters Score -3087426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3087418.750000 Penalty: 5253.469727
	Iteration 74Q: 3 clusters Score -3087419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3087426.250000 Penalty: 5253.469727
	Iteration 75Q: 3 clusters Score -3087426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3087424.750000 Penalty: 5253.469727
	Iteration 76Q: 3 clusters Score -3087425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3087420.750000 Penalty: 5253.469727
	Iteration 77Q: 3 clusters Score -3087421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3087427.750000 Penalty: 5253.469727
	Iteration 78Q: 3 clusters Score -3087428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3087425.750000 Penalty: 5253.469727
	Iteration 79Q: 3 clusters Score -3087426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3087425.500000 Penalty: 5253.469727
	Iteration 80F: 3 clusters Score -3087426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3087426.750000 Penalty: 5253.469727
	Iteration 81Q: 3 clusters Score -3087427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3087427.750000 Penalty: 5253.469727
	Iteration 82Q: 3 clusters Score -3087428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3087432.500000 Penalty: 5253.469727
	Iteration 83Q: 3 clusters Score -3087432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3087432.000000 Penalty: 5253.469727
	Iteration 84Q: 3 clusters Score -3087432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3087432.000000 Penalty: 5253.469727
	Iteration 85Q: 3 clusters Score -3087432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3087432.000000 Penalty: 5253.469727
	Iteration 86F: 3 clusters Score -3087432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -1173451.750000 Penalty: 2378.864502
	Iteration 0F: 2 clusters Score -1173452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1162769.750000 Penalty: 4757.729004
	Iteration 0F: 3 clusters Score -1162770 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1166197.000000 Penalty: 4757.729004
	Iteration 1F: 3 clusters Score -1166197 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1166635.250000 Penalty: 4757.729004
	Iteration 2F: 3 clusters Score -1166635 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1167084.625000 Penalty: 4757.729004
	Iteration 3F: 3 clusters Score -1167085 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1167596.250000 Penalty: 4757.729004
	Iteration 4F: 3 clusters Score -1167596 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1168196.750000 Penalty: 4757.729004
	Iteration 5F: 3 clusters Score -1168197 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1168878.625000 Penalty: 4757.729004
	Iteration 6F: 3 clusters Score -1168879 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1169479.625000 Penalty: 4757.729004
	Iteration 7F: 3 clusters Score -1169480 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1169944.750000 Penalty: 4757.729004
	Iteration 8Q: 3 clusters Score -1169945 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1170355.375000 Penalty: 4757.729004
	Iteration 9Q: 3 clusters Score -1170355 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1170714.375000 Penalty: 4757.729004
	Iteration 10Q: 3 clusters Score -1170714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1171047.250000 Penalty: 4757.729004
	Iteration 11Q: 3 clusters Score -1171047 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1171360.125000 Penalty: 4757.729004
	Iteration 12Q: 3 clusters Score -1171360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1171643.125000 Penalty: 4757.729004
	Iteration 13Q: 3 clusters Score -1171643 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1171851.125000 Penalty: 4757.729004
	Iteration 14Q: 3 clusters Score -1171851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1171973.875000 Penalty: 4757.729004
	Iteration 15Q: 3 clusters Score -1171974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1172045.500000 Penalty: 4757.729004
	Iteration 16Q: 3 clusters Score -1172046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1172072.500000 Penalty: 4757.729004
	Iteration 17Q: 3 clusters Score -1172072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1172094.250000 Penalty: 4757.729004
	Iteration 18Q: 3 clusters Score -1172094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1172108.750000 Penalty: 4757.729004
	Iteration 19Q: 3 clusters Score -1172109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1172112.000000 Penalty: 4757.729004
	Iteration 20F: 3 clusters Score -1172112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1172113.125000 Penalty: 4757.729004
	Iteration 21Q: 3 clusters Score -1172113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1172115.125000 Penalty: 4757.729004
	Iteration 22Q: 3 clusters Score -1172115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1172117.000000 Penalty: 4757.729004
	Iteration 23Q: 3 clusters Score -1172117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1172117.625000 Penalty: 4757.729004
	Iteration 24Q: 3 clusters Score -1172118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1172117.625000 Penalty: 4757.729004
	Iteration 25F: 3 clusters Score -1172118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -252484.906250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -252484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -249149.218750 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -249149.2 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -249785.234375 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -249785.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -249914.578125 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -249914.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -249996.031250 Penalty: 3999.435059
	Iteration 3Q: 3 clusters Score -249996 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -250042.375000 Penalty: 3999.435059
	Iteration 4Q: 3 clusters Score -250042.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -250072.640625 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -250072.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -250095.750000 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -250095.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -250121.562500 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -250121.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -250148.328125 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -250148.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -250173.828125 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -250173.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -250188.421875 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -250188.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250207.421875 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -250207.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -250217.921875 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -250217.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -250228.656250 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -250228.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -250236.093750 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -250236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -250244.218750 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -250244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -250250.828125 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -250250.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -250257.500000 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -250257.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -250264.531250 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -250264.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -250271.609375 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -250271.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250276.765625 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -250276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -250282.015625 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -250282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -250287.531250 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -250287.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -250291.703125 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -250291.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250295.562500 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -250295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -250299.281250 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -250299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -250302.593750 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -250302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250306.359375 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -250306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250308.093750 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -250308.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -250310.953125 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -250311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -250314.687500 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -250314.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250318.359375 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -250318.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250323.562500 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -250323.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250330.031250 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -250330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -250336.343750 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -250336.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -250343.578125 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -250343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250346.531250 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -250346.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -250350.375000 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -250350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -250352.203125 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -250352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -250355.171875 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -250355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -250357.343750 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -250357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250359.453125 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -250359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -250361.500000 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -250361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -250362.718750 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -250362.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250363.781250 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -250363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -250365.171875 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -250365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250365.656250 Penalty: 3999.435059
	Iteration 46Q: 3 clusters Score -250365.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250366.562500 Penalty: 3999.435059
	Iteration 47Q: 3 clusters Score -250366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -250366.437500 Penalty: 3999.435059
	Iteration 48Q: 3 clusters Score -250366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -250366.984375 Penalty: 3999.435059
	Iteration 49Q: 3 clusters Score -250367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -250366.984375 Penalty: 3999.435059
	Iteration 50F: 3 clusters Score -250367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Entering Unmasked Estep 
Score: -4312012.500000 Penalty: 2694.790039
	Iteration 0F: 2 clusters Score -4312012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -4277019.500000 Penalty: 5389.580078
	Iteration 0F: 3 clusters Score -4277020 nChanged 24218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4290443.500000 Penalty: 5389.580078
	Iteration 1F: 3 clusters Score -4290444 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4290989.000000 Penalty: 5389.580078
	Iteration 2Q: 3 clusters Score -4290989 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4291554.000000 Penalty: 5389.580078
	Iteration 3Q: 3 clusters Score -4291554 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4292300.500000 Penalty: 5389.580078
	Iteration 4Q: 3 clusters Score -4292300 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4293416.000000 Penalty: 5389.580078
	Iteration 5Q: 3 clusters Score -4293416 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4295336.000000 Penalty: 5389.580078
	Iteration 6F: 3 clusters Score -4295336 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4298495.500000 Penalty: 5389.580078
	Iteration 7F: 3 clusters Score -4298496 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4302689.500000 Penalty: 5389.580078
	Iteration 8F: 3 clusters Score -4302690 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4306366.500000 Penalty: 5389.580078
	Iteration 9F: 3 clusters Score -4306366 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4308305.500000 Penalty: 5389.580078
	Iteration 10Q: 3 clusters Score -4308306 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4309198.000000 Penalty: 5389.580078
	Iteration 11Q: 3 clusters Score -4309198 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4309550.000000 Penalty: 5389.580078
	Iteration 12Q: 3 clusters Score -4309550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4309676.000000 Penalty: 5389.580078
	Iteration 13Q: 3 clusters Score -4309676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4309736.500000 Penalty: 5389.580078
	Iteration 14Q: 3 clusters Score -4309736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4309771.000000 Penalty: 5389.580078
	Iteration 15Q: 3 clusters Score -4309771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4309778.500000 Penalty: 5389.580078
	Iteration 16Q: 3 clusters Score -4309778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4309784.000000 Penalty: 5389.580078
	Iteration 17Q: 3 clusters Score -4309784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4309788.000000 Penalty: 5389.580078
	Iteration 18Q: 3 clusters Score -4309788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4309792.000000 Penalty: 5389.580078
	Iteration 19Q: 3 clusters Score -4309792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4309829.000000 Penalty: 5389.580078
	Iteration 20F: 3 clusters Score -4309829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4309874.000000 Penalty: 5389.580078
	Iteration 21Q: 3 clusters Score -4309874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4309939.500000 Penalty: 5389.580078
	Iteration 22Q: 3 clusters Score -4309940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4310003.500000 Penalty: 5389.580078
	Iteration 23Q: 3 clusters Score -4310004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4310063.500000 Penalty: 5389.580078
	Iteration 24Q: 3 clusters Score -4310064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4310092.000000 Penalty: 5389.580078
	Iteration 25Q: 3 clusters Score -4310092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4310110.000000 Penalty: 5389.580078
	Iteration 26Q: 3 clusters Score -4310110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4310115.500000 Penalty: 5389.580078
	Iteration 27Q: 3 clusters Score -4310116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4310117.500000 Penalty: 5389.580078
	Iteration 28Q: 3 clusters Score -4310118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4310120.000000 Penalty: 5389.580078
	Iteration 29Q: 3 clusters Score -4310120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4310123.000000 Penalty: 5389.580078
	Iteration 30Q: 3 clusters Score -4310123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4310123.500000 Penalty: 5389.580078
	Iteration 31Q: 3 clusters Score -4310124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4310126.500000 Penalty: 5389.580078
	Iteration 32Q: 3 clusters Score -4310126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4310128.500000 Penalty: 5389.580078
	Iteration 33Q: 3 clusters Score -4310128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4310134.000000 Penalty: 5389.580078
	Iteration 34Q: 3 clusters Score -4310134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4310140.500000 Penalty: 5389.580078
	Iteration 35Q: 3 clusters Score -4310140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4310145.500000 Penalty: 5389.580078
	Iteration 36Q: 3 clusters Score -4310146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4310148.500000 Penalty: 5389.580078
	Iteration 37Q: 3 clusters Score -4310148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4310150.000000 Penalty: 5389.580078
	Iteration 38Q: 3 clusters Score -4310150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4310157.000000 Penalty: 5389.580078
	Iteration 39F: 3 clusters Score -4310157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4310157.000000 Penalty: 5389.580078
	Iteration 40F: 3 clusters Score -4310157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4310161.000000 Penalty: 5389.580078
	Iteration 41Q: 3 clusters Score -4310161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4310168.000000 Penalty: 5389.580078
	Iteration 42Q: 3 clusters Score -4310168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4310167.500000 Penalty: 5389.580078
	Iteration 43Q: 3 clusters Score -4310168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4310175.000000 Penalty: 5389.580078
	Iteration 44Q: 3 clusters Score -4310175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4310176.500000 Penalty: 5389.580078
	Iteration 45Q: 3 clusters Score -4310176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4310178.500000 Penalty: 5389.580078
	Iteration 46Q: 3 clusters Score -4310178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4310184.000000 Penalty: 5389.580078
	Iteration 47Q: 3 clusters Score -4310184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4310178.000000 Penalty: 5389.580078
	Iteration 48Q: 3 clusters Score -4310178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4310176.500000 Penalty: 5389.580078
	Iteration 49Q: 3 clusters Score -4310176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4310180.500000 Penalty: 5389.580078
	Iteration 50Q: 3 clusters Score -4310180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4310180.500000 Penalty: 5389.580078
	Iteration 51Q: 3 clusters Score -4310180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4310184.000000 Penalty: 5389.580078
	Iteration 52Q: 3 clusters Score -4310184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4310184.000000 Penalty: 5389.580078
	Iteration 53F: 3 clusters Score -4310184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (850042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850042 members 
Entering Unmasked Estep 
Score: -68627744.000000 Penalty: 3385.954102
	Iteration 0F: 2 clusters Score -6.862774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425237 members 
Mstep: Class 2 contains 424805 members 
Entering Unmasked Estep 
Score: -68059800.000000 Penalty: 6771.908203
	Iteration 0F: 3 clusters Score -6.80598e+07 nChanged 416245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439124 members 
Mstep: Class 2 contains 410918 members 
Entering Unmasked Estep 
Score: -68314256.000000 Penalty: 6771.908203
	Iteration 1F: 3 clusters Score -6.831426e+07 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449519 members 
Mstep: Class 2 contains 400523 members 
Entering Unmasked Estep 
Score: -68317776.000000 Penalty: 6771.908203
	Iteration 2Q: 3 clusters Score -6.831778e+07 nChanged 27037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466636 members 
Mstep: Class 2 contains 383406 members 
Entering Unmasked Estep 
Score: -68325048.000000 Penalty: 6771.908203
	Iteration 3Q: 3 clusters Score -6.832505e+07 nChanged 36401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493661 members 
Mstep: Class 2 contains 356381 members 
Entering Unmasked Estep 
Score: -68338184.000000 Penalty: 6771.908203
	Iteration 4Q: 3 clusters Score -6.833818e+07 nChanged 48791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534242 members 
Mstep: Class 2 contains 315800 members 
Entering Unmasked Estep 
Score: -68362080.000000 Penalty: 6771.908203
	Iteration 5F: 3 clusters Score -6.836208e+07 nChanged 62243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590043 members 
Mstep: Class 2 contains 259999 members 
Entering Unmasked Estep 
Score: -68400944.000000 Penalty: 6771.908203
	Iteration 6F: 3 clusters Score -6.840094e+07 nChanged 71051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657296 members 
Mstep: Class 2 contains 192746 members 
Entering Unmasked Estep 
Score: -68454240.000000 Penalty: 6771.908203
	Iteration 7F: 3 clusters Score -6.845424e+07 nChanged 69787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725905 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -68513872.000000 Penalty: 6771.908203
	Iteration 8F: 3 clusters Score -6.851387e+07 nChanged 56040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781803 members 
Mstep: Class 2 contains 68239 members 
Entering Unmasked Estep 
Score: -68565760.000000 Penalty: 6771.908203
	Iteration 9F: 3 clusters Score -6.856576e+07 nChanged 34215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816006 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -68598744.000000 Penalty: 6771.908203
	Iteration 10Q: 3 clusters Score -6.859874e+07 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831517 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -68614368.000000 Penalty: 6771.908203
	Iteration 11Q: 3 clusters Score -6.861437e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836956 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -68620728.000000 Penalty: 6771.908203
	Iteration 12Q: 3 clusters Score -6.862073e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838468 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -68623344.000000 Penalty: 6771.908203
	Iteration 13Q: 3 clusters Score -6.862334e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839146 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -68624392.000000 Penalty: 6771.908203
	Iteration 14Q: 3 clusters Score -6.862439e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839736 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -68624848.000000 Penalty: 6771.908203
	Iteration 15Q: 3 clusters Score -6.862485e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840231 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -68625096.000000 Penalty: 6771.908203
	Iteration 16Q: 3 clusters Score -6.86251e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840610 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -68625280.000000 Penalty: 6771.908203
	Iteration 17Q: 3 clusters Score -6.862528e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840921 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -68625392.000000 Penalty: 6771.908203
	Iteration 18Q: 3 clusters Score -6.862539e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841199 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -68625504.000000 Penalty: 6771.908203
	Iteration 19Q: 3 clusters Score -6.86255e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841410 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -68625576.000000 Penalty: 6771.908203
	Iteration 20F: 3 clusters Score -6.862558e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841606 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -68625712.000000 Penalty: 6771.908203
	Iteration 21Q: 3 clusters Score -6.862571e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841777 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -68625744.000000 Penalty: 6771.908203
	Iteration 22Q: 3 clusters Score -6.862574e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841925 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -68625888.000000 Penalty: 6771.908203
	Iteration 23Q: 3 clusters Score -6.862589e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842034 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -68625960.000000 Penalty: 6771.908203
	Iteration 24Q: 3 clusters Score -6.862596e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842128 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -68625992.000000 Penalty: 6771.908203
	Iteration 25Q: 3 clusters Score -6.862599e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842221 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -68626000.000000 Penalty: 6771.908203
	Iteration 26Q: 3 clusters Score -6.8626e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842309 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -68626000.000000 Penalty: 6771.908203
	Iteration 27Q: 3 clusters Score -6.8626e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842412 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -68626056.000000 Penalty: 6771.908203
	Iteration 28Q: 3 clusters Score -6.862606e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842504 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -68626128.000000 Penalty: 6771.908203
	Iteration 29Q: 3 clusters Score -6.862613e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842587 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -68626160.000000 Penalty: 6771.908203
	Iteration 30Q: 3 clusters Score -6.862616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842659 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -68626208.000000 Penalty: 6771.908203
	Iteration 31Q: 3 clusters Score -6.862621e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842724 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -68626264.000000 Penalty: 6771.908203
	Iteration 32Q: 3 clusters Score -6.862626e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842781 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -68626304.000000 Penalty: 6771.908203
	Iteration 33Q: 3 clusters Score -6.86263e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842835 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -68626344.000000 Penalty: 6771.908203
	Iteration 34Q: 3 clusters Score -6.862634e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842883 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -68626416.000000 Penalty: 6771.908203
	Iteration 35Q: 3 clusters Score -6.862642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842928 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -68626376.000000 Penalty: 6771.908203
	Iteration 36Q: 3 clusters Score -6.862638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842954 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -68626416.000000 Penalty: 6771.908203
	Iteration 37Q: 3 clusters Score -6.862642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842969 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -68626416.000000 Penalty: 6771.908203
	Iteration 38Q: 3 clusters Score -6.862642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842981 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -68626424.000000 Penalty: 6771.908203
	Iteration 39Q: 3 clusters Score -6.862642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842987 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -68626384.000000 Penalty: 6771.908203
	Iteration 40F: 3 clusters Score -6.862638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842992 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -68626376.000000 Penalty: 6771.908203
	Iteration 41Q: 3 clusters Score -6.862638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842993 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -68626384.000000 Penalty: 6771.908203
	Iteration 42Q: 3 clusters Score -6.862638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842993 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -68626384.000000 Penalty: 6771.908203
	Iteration 43Q: 3 clusters Score -6.862638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842994 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -68626392.000000 Penalty: 6771.908203
	Iteration 44Q: 3 clusters Score -6.862639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842995 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -68626408.000000 Penalty: 6771.908203
	Iteration 45Q: 3 clusters Score -6.862641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842997 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -68626392.000000 Penalty: 6771.908203
	Iteration 46Q: 3 clusters Score -6.862639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842998 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -68626408.000000 Penalty: 6771.908203
	Iteration 47Q: 3 clusters Score -6.862641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842999 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -68626392.000000 Penalty: 6771.908203
	Iteration 48Q: 3 clusters Score -6.862639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843000 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -68626368.000000 Penalty: 6771.908203
	Iteration 49Q: 3 clusters Score -6.862637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843002 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -68626344.000000 Penalty: 6771.908203
	Iteration 50Q: 3 clusters Score -6.862634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843002 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -68626344.000000 Penalty: 6771.908203
	Iteration 51F: 3 clusters Score -6.862634e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -120781.937500 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -120781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -118308.898438 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -118308.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -118757.390625 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -118757.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -118904.914062 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -118904.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -118972.257812 Penalty: 3713.360107
	Iteration 3Q: 3 clusters Score -118972.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -119009.320312 Penalty: 3713.360107
	Iteration 4Q: 3 clusters Score -119009.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -119026.468750 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -119026.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119042.468750 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -119042.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -119058.445312 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -119058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -119068.734375 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -119068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119074.445312 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -119074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119077.640625 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -119077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -119080.406250 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -119080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119083.210938 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -119083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -119084.453125 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -119084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -119085.640625 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -119085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119086.250000 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -119086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -119086.250000 Penalty: 3713.360107
	Iteration 16F: 3 clusters Score -119086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Entering Unmasked Estep 
Score: -1651230.625000 Penalty: 2470.784668
	Iteration 0F: 2 clusters Score -1651231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1636387.875000 Penalty: 4941.569336
	Iteration 0F: 3 clusters Score -1636388 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1641627.625000 Penalty: 4941.569336
	Iteration 1F: 3 clusters Score -1641628 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1642316.250000 Penalty: 4941.569336
	Iteration 2F: 3 clusters Score -1642316 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1643092.875000 Penalty: 4941.569336
	Iteration 3F: 3 clusters Score -1643093 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1644077.000000 Penalty: 4941.569336
	Iteration 4F: 3 clusters Score -1644077 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1645213.000000 Penalty: 4941.569336
	Iteration 5F: 3 clusters Score -1645213 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1646265.250000 Penalty: 4941.569336
	Iteration 6F: 3 clusters Score -1646265 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1647081.375000 Penalty: 4941.569336
	Iteration 7F: 3 clusters Score -1647081 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1647723.875000 Penalty: 4941.569336
	Iteration 8Q: 3 clusters Score -1647724 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1648230.000000 Penalty: 4941.569336
	Iteration 9Q: 3 clusters Score -1648230 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1648622.750000 Penalty: 4941.569336
	Iteration 10Q: 3 clusters Score -1648623 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1648903.250000 Penalty: 4941.569336
	Iteration 11Q: 3 clusters Score -1648903 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1649122.375000 Penalty: 4941.569336
	Iteration 12Q: 3 clusters Score -1649122 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1649285.375000 Penalty: 4941.569336
	Iteration 13Q: 3 clusters Score -1649285 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1649418.000000 Penalty: 4941.569336
	Iteration 14Q: 3 clusters Score -1649418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1649534.625000 Penalty: 4941.569336
	Iteration 15Q: 3 clusters Score -1649535 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1649622.000000 Penalty: 4941.569336
	Iteration 16Q: 3 clusters Score -1649622 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1649722.875000 Penalty: 4941.569336
	Iteration 17Q: 3 clusters Score -1649723 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1649813.625000 Penalty: 4941.569336
	Iteration 18Q: 3 clusters Score -1649814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1649882.750000 Penalty: 4941.569336
	Iteration 19Q: 3 clusters Score -1649883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1649929.375000 Penalty: 4941.569336
	Iteration 20F: 3 clusters Score -1649929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1649969.375000 Penalty: 4941.569336
	Iteration 21Q: 3 clusters Score -1649969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1650000.750000 Penalty: 4941.569336
	Iteration 22Q: 3 clusters Score -1650001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1650020.125000 Penalty: 4941.569336
	Iteration 23Q: 3 clusters Score -1650020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1650035.125000 Penalty: 4941.569336
	Iteration 24Q: 3 clusters Score -1650035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1650045.750000 Penalty: 4941.569336
	Iteration 25Q: 3 clusters Score -1650046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1650046.125000 Penalty: 4941.569336
	Iteration 26Q: 3 clusters Score -1650046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1650050.125000 Penalty: 4941.569336
	Iteration 27Q: 3 clusters Score -1650050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1650055.500000 Penalty: 4941.569336
	Iteration 28Q: 3 clusters Score -1650056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1650056.500000 Penalty: 4941.569336
	Iteration 29Q: 3 clusters Score -1650056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1650057.625000 Penalty: 4941.569336
	Iteration 30Q: 3 clusters Score -1650058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1650057.500000 Penalty: 4941.569336
	Iteration 31Q: 3 clusters Score -1650058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1650057.375000 Penalty: 4941.569336
	Iteration 32Q: 3 clusters Score -1650057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1650055.750000 Penalty: 4941.569336
	Iteration 33Q: 3 clusters Score -1650056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1650057.250000 Penalty: 4941.569336
	Iteration 34Q: 3 clusters Score -1650057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1650057.125000 Penalty: 4941.569336
	Iteration 35Q: 3 clusters Score -1650057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1650057.125000 Penalty: 4941.569336
	Iteration 36F: 3 clusters Score -1650057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Entering Unmasked Estep 
Score: -3077558.750000 Penalty: 2612.798340
	Iteration 0F: 2 clusters Score -3077559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3051884.000000 Penalty: 5225.596680
	Iteration 0F: 3 clusters Score -3051884 nChanged 17129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3061179.250000 Penalty: 5225.596680
	Iteration 1F: 3 clusters Score -3061179 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3061769.250000 Penalty: 5225.596680
	Iteration 2Q: 3 clusters Score -3061769 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3062374.250000 Penalty: 5225.596680
	Iteration 3Q: 3 clusters Score -3062374 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3063041.000000 Penalty: 5225.596680
	Iteration 4Q: 3 clusters Score -3063041 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3063752.500000 Penalty: 5225.596680
	Iteration 5Q: 3 clusters Score -3063752 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3064570.000000 Penalty: 5225.596680
	Iteration 6Q: 3 clusters Score -3064570 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3065414.250000 Penalty: 5225.596680
	Iteration 7Q: 3 clusters Score -3065414 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3066307.750000 Penalty: 5225.596680
	Iteration 8Q: 3 clusters Score -3066308 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3067240.250000 Penalty: 5225.596680
	Iteration 9Q: 3 clusters Score -3067240 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3068217.250000 Penalty: 5225.596680
	Iteration 10Q: 3 clusters Score -3068217 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -3069223.500000 Penalty: 5225.596680
	Iteration 11Q: 3 clusters Score -3069224 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3070046.750000 Penalty: 5225.596680
	Iteration 12Q: 3 clusters Score -3070047 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3070613.750000 Penalty: 5225.596680
	Iteration 13Q: 3 clusters Score -3070614 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3070957.000000 Penalty: 5225.596680
	Iteration 14Q: 3 clusters Score -3070957 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3071154.250000 Penalty: 5225.596680
	Iteration 15Q: 3 clusters Score -3071154 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3071309.500000 Penalty: 5225.596680
	Iteration 16Q: 3 clusters Score -3071310 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3071427.000000 Penalty: 5225.596680
	Iteration 17Q: 3 clusters Score -3071427 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3071517.250000 Penalty: 5225.596680
	Iteration 18Q: 3 clusters Score -3071517 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3071615.000000 Penalty: 5225.596680
	Iteration 19Q: 3 clusters Score -3071615 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3071747.500000 Penalty: 5225.596680
	Iteration 20F: 3 clusters Score -3071748 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3071866.750000 Penalty: 5225.596680
	Iteration 21Q: 3 clusters Score -3071867 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3072011.000000 Penalty: 5225.596680
	Iteration 22Q: 3 clusters Score -3072011 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3072109.250000 Penalty: 5225.596680
	Iteration 23Q: 3 clusters Score -3072109 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3072241.250000 Penalty: 5225.596680
	Iteration 24Q: 3 clusters Score -3072241 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3072347.750000 Penalty: 5225.596680
	Iteration 25Q: 3 clusters Score -3072348 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3072457.750000 Penalty: 5225.596680
	Iteration 26Q: 3 clusters Score -3072458 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3072567.500000 Penalty: 5225.596680
	Iteration 27Q: 3 clusters Score -3072568 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3072680 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3072802 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3072905.750000 Penalty: 5225.596680
	Iteration 30Q: 3 clusters Score -3072906 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3073033.250000 Penalty: 5225.596680
	Iteration 31Q: 3 clusters Score -3073033 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3073168.250000 Penalty: 5225.596680
	Iteration 32Q: 3 clusters Score -3073168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3073272.500000 Penalty: 5225.596680
	Iteration 33Q: 3 clusters Score -3073272 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3073368.500000 Penalty: 5225.596680
	Iteration 34Q: 3 clusters Score -3073368 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3073424.250000 Penalty: 5225.596680
	Iteration 35Q: 3 clusters Score -3073424 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3073499.500000 Penalty: 5225.596680
	Iteration 36Q: 3 clusters Score -3073500 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3073568 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3073625.750000 Penalty: 5225.596680
	Iteration 38Q: 3 clusters Score -3073626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3073653.000000 Penalty: 5225.596680
	Iteration 39Q: 3 clusters Score -3073653 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3073693.500000 Penalty: 5225.596680
	Iteration 40F: 3 clusters Score -3073694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3073733.250000 Penalty: 5225.596680
	Iteration 41Q: 3 clusters Score -3073733 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3073753 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3073776.750000 Penalty: 5225.596680
	Iteration 43Q: 3 clusters Score -3073777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3073781 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3073811.000000 Penalty: 5225.596680
	Iteration 45Q: 3 clusters Score -3073811 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3073836 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3073858.000000 Penalty: 5225.596680
	Iteration 47Q: 3 clusters Score -3073858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3073892.750000 Penalty: 5225.596680
	Iteration 48Q: 3 clusters Score -3073893 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3073918.250000 Penalty: 5225.596680
	Iteration 49Q: 3 clusters Score -3073918 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3073931.500000 Penalty: 5225.596680
	Iteration 50Q: 3 clusters Score -3073932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3073967.750000 Penalty: 5225.596680
	Iteration 51Q: 3 clusters Score -3073968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3073994.750000 Penalty: 5225.596680
	Iteration 52Q: 3 clusters Score -3073995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3074025.500000 Penalty: 5225.596680
	Iteration 53Q: 3 clusters Score -3074026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3074043.500000 Penalty: 5225.596680
	Iteration 54Q: 3 clusters Score -3074044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3074074 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3074095.250000 Penalty: 5225.596680
	Iteration 56Q: 3 clusters Score -3074095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3074120.500000 Penalty: 5225.596680
	Iteration 57Q: 3 clusters Score -3074120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3074142.000000 Penalty: 5225.596680
	Iteration 58Q: 3 clusters Score -3074142 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3074171.000000 Penalty: 5225.596680
	Iteration 59Q: 3 clusters Score -3074171 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3074218.500000 Penalty: 5225.596680
	Iteration 60F: 3 clusters Score -3074218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3074228.250000 Penalty: 5225.596680
	Iteration 61Q: 3 clusters Score -3074228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3074269.500000 Penalty: 5225.596680
	Iteration 62Q: 3 clusters Score -3074270 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3074270.500000 Penalty: 5225.596680
	Iteration 63Q: 3 clusters Score -3074270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3074296.500000 Penalty: 5225.596680
	Iteration 64Q: 3 clusters Score -3074296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3074306.250000 Penalty: 5225.596680
	Iteration 65Q: 3 clusters Score -3074306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3074346.000000 Penalty: 5225.596680
	Iteration 66Q: 3 clusters Score -3074346 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3074382.000000 Penalty: 5225.596680
	Iteration 67Q: 3 clusters Score -3074382 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3074403.000000 Penalty: 5225.596680
	Iteration 68Q: 3 clusters Score -3074403 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3074441.250000 Penalty: 5225.596680
	Iteration 69Q: 3 clusters Score -3074441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3074452.750000 Penalty: 5225.596680
	Iteration 70Q: 3 clusters Score -3074453 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3074472.250000 Penalty: 5225.596680
	Iteration 71Q: 3 clusters Score -3074472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3074483.500000 Penalty: 5225.596680
	Iteration 72Q: 3 clusters Score -3074484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3074512.250000 Penalty: 5225.596680
	Iteration 73Q: 3 clusters Score -3074512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3074544.500000 Penalty: 5225.596680
	Iteration 74Q: 3 clusters Score -3074544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3074577.750000 Penalty: 5225.596680
	Iteration 75Q: 3 clusters Score -3074578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3074612.500000 Penalty: 5225.596680
	Iteration 76Q: 3 clusters Score -3074612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3074643.500000 Penalty: 5225.596680
	Iteration 77Q: 3 clusters Score -3074644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3074670.500000 Penalty: 5225.596680
	Iteration 78Q: 3 clusters Score -3074670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3074680.250000 Penalty: 5225.596680
	Iteration 79Q: 3 clusters Score -3074680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3074693.250000 Penalty: 5225.596680
	Iteration 80F: 3 clusters Score -3074693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3074711.000000 Penalty: 5225.596680
	Iteration 81Q: 3 clusters Score -3074711 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3074723.250000 Penalty: 5225.596680
	Iteration 82Q: 3 clusters Score -3074723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3074738.750000 Penalty: 5225.596680
	Iteration 83Q: 3 clusters Score -3074739 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3074759.750000 Penalty: 5225.596680
	Iteration 84Q: 3 clusters Score -3074760 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -3074782.500000 Penalty: 5225.596680
	Iteration 85Q: 3 clusters Score -3074782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3074808.250000 Penalty: 5225.596680
	Iteration 86Q: 3 clusters Score -3074808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3074818.000000 Penalty: 5225.596680
	Iteration 87Q: 3 clusters Score -3074818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3074856.250000 Penalty: 5225.596680
	Iteration 88Q: 3 clusters Score -3074856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3074881.250000 Penalty: 5225.596680
	Iteration 89Q: 3 clusters Score -3074881 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3074904.500000 Penalty: 5225.596680
	Iteration 90Q: 3 clusters Score -3074904 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3074935.500000 Penalty: 5225.596680
	Iteration 91Q: 3 clusters Score -3074936 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3074965 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3074995.750000 Penalty: 5225.596680
	Iteration 93Q: 3 clusters Score -3074996 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3075021.750000 Penalty: 5225.596680
	Iteration 94Q: 3 clusters Score -3075022 nChanged 83
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Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3075041.500000 Penalty: 5225.596680
	Iteration 95Q: 3 clusters Score -3075042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3075048.250000 Penalty: 5225.596680
	Iteration 96Q: 3 clusters Score -3075048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3075077.000000 Penalty: 5225.596680
	Iteration 97Q: 3 clusters Score -3075077 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3075087.500000 Penalty: 5225.596680
	Iteration 98Q: 3 clusters Score -3075088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3075108.000000 Penalty: 5225.596680
	Iteration 99Q: 3 clusters Score -3075108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3075126.750000 Penalty: 5225.596680
	Iteration 100F: 3 clusters Score -3075127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3075148.750000 Penalty: 5225.596680
	Iteration 101Q: 3 clusters Score -3075149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3075165.500000 Penalty: 5225.596680
	Iteration 102Q: 3 clusters Score -3075166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3075187.750000 Penalty: 5225.596680
	Iteration 103Q: 3 clusters Score -3075188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3075206.000000 Penalty: 5225.596680
	Iteration 104Q: 3 clusters Score -3075206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3075217.250000 Penalty: 5225.596680
	Iteration 105Q: 3 clusters Score -3075217 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3075249.500000 Penalty: 5225.596680
	Iteration 106Q: 3 clusters Score -3075250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3075288.000000 Penalty: 5225.596680
	Iteration 107Q: 3 clusters Score -3075288 nChanged 104
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Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3075323.500000 Penalty: 5225.596680
	Iteration 108Q: 3 clusters Score -3075324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3075378.000000 Penalty: 5225.596680
	Iteration 109Q: 3 clusters Score -3075378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3075393.750000 Penalty: 5225.596680
	Iteration 110Q: 3 clusters Score -3075394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3075435.250000 Penalty: 5225.596680
	Iteration 111Q: 3 clusters Score -3075435 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3075483.000000 Penalty: 5225.596680
	Iteration 112Q: 3 clusters Score -3075483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3075534.500000 Penalty: 5225.596680
	Iteration 113Q: 3 clusters Score -3075534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3075586.500000 Penalty: 5225.596680
	Iteration 114Q: 3 clusters Score -3075586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3075638.750000 Penalty: 5225.596680
	Iteration 115Q: 3 clusters Score -3075639 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3075675.250000 Penalty: 5225.596680
	Iteration 116Q: 3 clusters Score -3075675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3075691.000000 Penalty: 5225.596680
	Iteration 117Q: 3 clusters Score -3075691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3075716.500000 Penalty: 5225.596680
	Iteration 118Q: 3 clusters Score -3075716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3075742.000000 Penalty: 5225.596680
	Iteration 119Q: 3 clusters Score -3075742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3075764.750000 Penalty: 5225.596680
	Iteration 120F: 3 clusters Score -3075765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3075784.250000 Penalty: 5225.596680
	Iteration 121Q: 3 clusters Score -3075784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3075800.500000 Penalty: 5225.596680
	Iteration 122Q: 3 clusters Score -3075800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3075823.500000 Penalty: 5225.596680
	Iteration 123Q: 3 clusters Score -3075824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3075822.000000 Penalty: 5225.596680
	Iteration 124Q: 3 clusters Score -3075822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3075840.500000 Penalty: 5225.596680
	Iteration 125Q: 3 clusters Score -3075840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3075858.500000 Penalty: 5225.596680
	Iteration 126Q: 3 clusters Score -3075858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3075867.250000 Penalty: 5225.596680
	Iteration 127Q: 3 clusters Score -3075867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3075870.750000 Penalty: 5225.596680
	Iteration 128Q: 3 clusters Score -3075871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3075883.000000 Penalty: 5225.596680
	Iteration 129Q: 3 clusters Score -3075883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3075887.750000 Penalty: 5225.596680
	Iteration 130Q: 3 clusters Score -3075888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3075890.500000 Penalty: 5225.596680
	Iteration 131Q: 3 clusters Score -3075890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3075897.000000 Penalty: 5225.596680
	Iteration 132Q: 3 clusters Score -3075897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3075901.500000 Penalty: 5225.596680
	Iteration 133Q: 3 clusters Score -3075902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3075907.750000 Penalty: 5225.596680
	Iteration 134Q: 3 clusters Score -3075908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3075907.500000 Penalty: 5225.596680
	Iteration 135Q: 3 clusters Score -3075908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3075901.750000 Penalty: 5225.596680
	Iteration 136Q: 3 clusters Score -3075902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3075908.000000 Penalty: 5225.596680
	Iteration 137Q: 3 clusters Score -3075908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3075920.000000 Penalty: 5225.596680
	Iteration 138Q: 3 clusters Score -3075920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3075923.750000 Penalty: 5225.596680
	Iteration 139Q: 3 clusters Score -3075924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3075931.250000 Penalty: 5225.596680
	Iteration 140F: 3 clusters Score -3075931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3075932.500000 Penalty: 5225.596680
	Iteration 141Q: 3 clusters Score -3075932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3075938.000000 Penalty: 5225.596680
	Iteration 142Q: 3 clusters Score -3075938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3075934.750000 Penalty: 5225.596680
	Iteration 143Q: 3 clusters Score -3075935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3075935.500000 Penalty: 5225.596680
	Iteration 144Q: 3 clusters Score -3075936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3075939.750000 Penalty: 5225.596680
	Iteration 145Q: 3 clusters Score -3075940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3075937.500000 Penalty: 5225.596680
	Iteration 146Q: 3 clusters Score -3075938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3075945.500000 Penalty: 5225.596680
	Iteration 147Q: 3 clusters Score -3075946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3075946.750000 Penalty: 5225.596680
	Iteration 148Q: 3 clusters Score -3075947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3075945.750000 Penalty: 5225.596680
	Iteration 149Q: 3 clusters Score -3075946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3075946.000000 Penalty: 5225.596680
	Iteration 150Q: 3 clusters Score -3075946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3075947.250000 Penalty: 5225.596680
	Iteration 151Q: 3 clusters Score -3075947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3075950.750000 Penalty: 5225.596680
	Iteration 152Q: 3 clusters Score -3075951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3075946.500000 Penalty: 5225.596680
	Iteration 153Q: 3 clusters Score -3075946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3075948.000000 Penalty: 5225.596680
	Iteration 154Q: 3 clusters Score -3075948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3075948.000000 Penalty: 5225.596680
	Iteration 155F: 3 clusters Score -3075948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Entering Unmasked Estep 
Score: -2121320.250000 Penalty: 2526.163818
	Iteration 0F: 2 clusters Score -2121320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2102930.000000 Penalty: 5052.327637
	Iteration 0F: 3 clusters Score -2102930 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2109358.250000 Penalty: 5052.327637
	Iteration 1F: 3 clusters Score -2109358 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2109766.750000 Penalty: 5052.327637
	Iteration 2Q: 3 clusters Score -2109767 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2110105.500000 Penalty: 5052.327637
	Iteration 3Q: 3 clusters Score -2110106 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2110383.250000 Penalty: 5052.327637
	Iteration 4Q: 3 clusters Score -2110383 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2110628.500000 Penalty: 5052.327637
	Iteration 5Q: 3 clusters Score -2110628 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2110880.750000 Penalty: 5052.327637
	Iteration 6Q: 3 clusters Score -2110881 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2111116.000000 Penalty: 5052.327637
	Iteration 7Q: 3 clusters Score -2111116 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2111406.250000 Penalty: 5052.327637
	Iteration 8Q: 3 clusters Score -2111406 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2111777.500000 Penalty: 5052.327637
	Iteration 9Q: 3 clusters Score -2111778 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2112297.750000 Penalty: 5052.327637
	Iteration 10Q: 3 clusters Score -2112298 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2113040.250000 Penalty: 5052.327637
	Iteration 11Q: 3 clusters Score -2113040 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2113994.750000 Penalty: 5052.327637
	Iteration 12Q: 3 clusters Score -2113995 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2115093.750000 Penalty: 5052.327637
	Iteration 13F: 3 clusters Score -2115094 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2116016.000000 Penalty: 5052.327637
	Iteration 14Q: 3 clusters Score -2116016 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2116773.500000 Penalty: 5052.327637
	Iteration 15Q: 3 clusters Score -2116774 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2117308.750000 Penalty: 5052.327637
	Iteration 16Q: 3 clusters Score -2117309 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2117645.250000 Penalty: 5052.327637
	Iteration 17Q: 3 clusters Score -2117645 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2117863.000000 Penalty: 5052.327637
	Iteration 18Q: 3 clusters Score -2117863 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2118019.500000 Penalty: 5052.327637
	Iteration 19Q: 3 clusters Score -2118020 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2118129.500000 Penalty: 5052.327637
	Iteration 20F: 3 clusters Score -2118130 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2118208.000000 Penalty: 5052.327637
	Iteration 21Q: 3 clusters Score -2118208 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2118280.000000 Penalty: 5052.327637
	Iteration 22Q: 3 clusters Score -2118280 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2118338.000000 Penalty: 5052.327637
	Iteration 23Q: 3 clusters Score -2118338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2118405.750000 Penalty: 5052.327637
	Iteration 24Q: 3 clusters Score -2118406 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2118450.500000 Penalty: 5052.327637
	Iteration 25Q: 3 clusters Score -2118450 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2118506.500000 Penalty: 5052.327637
	Iteration 26Q: 3 clusters Score -2118506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2118551.500000 Penalty: 5052.327637
	Iteration 27Q: 3 clusters Score -2118552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2118588.500000 Penalty: 5052.327637
	Iteration 28Q: 3 clusters Score -2118588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2118622.000000 Penalty: 5052.327637
	Iteration 29Q: 3 clusters Score -2118622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2118662.250000 Penalty: 5052.327637
	Iteration 30Q: 3 clusters Score -2118662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2118694.250000 Penalty: 5052.327637
	Iteration 31Q: 3 clusters Score -2118694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2118726.500000 Penalty: 5052.327637
	Iteration 32Q: 3 clusters Score -2118726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2118762.000000 Penalty: 5052.327637
	Iteration 33Q: 3 clusters Score -2118762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2118780.500000 Penalty: 5052.327637
	Iteration 34Q: 3 clusters Score -2118780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2118803.750000 Penalty: 5052.327637
	Iteration 35Q: 3 clusters Score -2118804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2118826.750000 Penalty: 5052.327637
	Iteration 36Q: 3 clusters Score -2118827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2118836.000000 Penalty: 5052.327637
	Iteration 37Q: 3 clusters Score -2118836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2118856.500000 Penalty: 5052.327637
	Iteration 38Q: 3 clusters Score -2118856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2118875.500000 Penalty: 5052.327637
	Iteration 39Q: 3 clusters Score -2118876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2118893.500000 Penalty: 5052.327637
	Iteration 40F: 3 clusters Score -2118894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2118913.000000 Penalty: 5052.327637
	Iteration 41Q: 3 clusters Score -2118913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2118930.000000 Penalty: 5052.327637
	Iteration 42Q: 3 clusters Score -2118930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2118942.250000 Penalty: 5052.327637
	Iteration 43Q: 3 clusters Score -2118942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2118959.500000 Penalty: 5052.327637
	Iteration 44Q: 3 clusters Score -2118960 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2118973.500000 Penalty: 5052.327637
	Iteration 45Q: 3 clusters Score -2118974 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2118988.500000 Penalty: 5052.327637
	Iteration 46Q: 3 clusters Score -2118988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2119012.250000 Penalty: 5052.327637
	Iteration 47Q: 3 clusters Score -2119012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2119020.750000 Penalty: 5052.327637
	Iteration 48Q: 3 clusters Score -2119021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2119028.750000 Penalty: 5052.327637
	Iteration 49Q: 3 clusters Score -2119029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2119034.000000 Penalty: 5052.327637
	Iteration 50Q: 3 clusters Score -2119034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2119043.750000 Penalty: 5052.327637
	Iteration 51Q: 3 clusters Score -2119044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2119053.000000 Penalty: 5052.327637
	Iteration 52Q: 3 clusters Score -2119053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2119054.750000 Penalty: 5052.327637
	Iteration 53Q: 3 clusters Score -2119055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2119061.500000 Penalty: 5052.327637
	Iteration 54Q: 3 clusters Score -2119062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2119066.500000 Penalty: 5052.327637
	Iteration 55Q: 3 clusters Score -2119066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2119067.000000 Penalty: 5052.327637
	Iteration 56Q: 3 clusters Score -2119067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2119074.250000 Penalty: 5052.327637
	Iteration 57Q: 3 clusters Score -2119074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2119083.500000 Penalty: 5052.327637
	Iteration 58Q: 3 clusters Score -2119084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2119089.250000 Penalty: 5052.327637
	Iteration 59Q: 3 clusters Score -2119089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2119089.750000 Penalty: 5052.327637
	Iteration 60F: 3 clusters Score -2119090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2119091.000000 Penalty: 5052.327637
	Iteration 61Q: 3 clusters Score -2119091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2119097.750000 Penalty: 5052.327637
	Iteration 62Q: 3 clusters Score -2119098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2119101.500000 Penalty: 5052.327637
	Iteration 63Q: 3 clusters Score -2119102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2119099.500000 Penalty: 5052.327637
	Iteration 64Q: 3 clusters Score -2119100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2119103.500000 Penalty: 5052.327637
	Iteration 65Q: 3 clusters Score -2119104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2119105.500000 Penalty: 5052.327637
	Iteration 66Q: 3 clusters Score -2119106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2119110.000000 Penalty: 5052.327637
	Iteration 67Q: 3 clusters Score -2119110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2119112.500000 Penalty: 5052.327637
	Iteration 68Q: 3 clusters Score -2119112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2119115.250000 Penalty: 5052.327637
	Iteration 69Q: 3 clusters Score -2119115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2119114.000000 Penalty: 5052.327637
	Iteration 70Q: 3 clusters Score -2119114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2119113.500000 Penalty: 5052.327637
	Iteration 71Q: 3 clusters Score -2119114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2119116.000000 Penalty: 5052.327637
	Iteration 72Q: 3 clusters Score -2119116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2119116.250000 Penalty: 5052.327637
	Iteration 73Q: 3 clusters Score -2119116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2119118.250000 Penalty: 5052.327637
	Iteration 74Q: 3 clusters Score -2119118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2119118.250000 Penalty: 5052.327637
	Iteration 75Q: 3 clusters Score -2119118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2119114.250000 Penalty: 5052.327637
	Iteration 76Q: 3 clusters Score -2119114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2119117.500000 Penalty: 5052.327637
	Iteration 77Q: 3 clusters Score -2119118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2119122.000000 Penalty: 5052.327637
	Iteration 78Q: 3 clusters Score -2119122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2119120.000000 Penalty: 5052.327637
	Iteration 79Q: 3 clusters Score -2119120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2119120.000000 Penalty: 5052.327637
	Iteration 80F: 3 clusters Score -2119120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2119119.250000 Penalty: 5052.327637
	Iteration 81Q: 3 clusters Score -2119119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2119119.250000 Penalty: 5052.327637
	Iteration 82F: 3 clusters Score -2119119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -603543.562500 Penalty: 2216.201904
	Iteration 0F: 2 clusters Score -603543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -597367.312500 Penalty: 4432.403809
	Iteration 0F: 3 clusters Score -597367.3 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -599036.250000 Penalty: 4432.403809
	Iteration 1F: 3 clusters Score -599036.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -599257.937500 Penalty: 4432.403809
	Iteration 2F: 3 clusters Score -599257.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -599430.125000 Penalty: 4432.403809
	Iteration 3Q: 3 clusters Score -599430.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -599597.125000 Penalty: 4432.403809
	Iteration 4Q: 3 clusters Score -599597.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -599745.812500 Penalty: 4432.403809
	Iteration 5Q: 3 clusters Score -599745.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -599894.562500 Penalty: 4432.403809
	Iteration 6Q: 3 clusters Score -599894.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -600039.125000 Penalty: 4432.403809
	Iteration 7Q: 3 clusters Score -600039.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -600194.937500 Penalty: 4432.403809
	Iteration 8Q: 3 clusters Score -600194.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -600381.375000 Penalty: 4432.403809
	Iteration 9Q: 3 clusters Score -600381.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -600567.562500 Penalty: 4432.403809
	Iteration 10Q: 3 clusters Score -600567.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -600757.000000 Penalty: 4432.403809
	Iteration 11Q: 3 clusters Score -600757 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -600941.937500 Penalty: 4432.403809
	Iteration 12Q: 3 clusters Score -600941.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -601087.375000 Penalty: 4432.403809
	Iteration 13Q: 3 clusters Score -601087.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -601215.437500 Penalty: 4432.403809
	Iteration 14Q: 3 clusters Score -601215.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -601327.937500 Penalty: 4432.403809
	Iteration 15Q: 3 clusters Score -601327.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -601421.687500 Penalty: 4432.403809
	Iteration 16Q: 3 clusters Score -601421.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -601493.187500 Penalty: 4432.403809
	Iteration 17Q: 3 clusters Score -601493.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -601544.187500 Penalty: 4432.403809
	Iteration 18Q: 3 clusters Score -601544.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -601592.437500 Penalty: 4432.403809
	Iteration 19Q: 3 clusters Score -601592.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -601622.812500 Penalty: 4432.403809
	Iteration 20F: 3 clusters Score -601622.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -601653.625000 Penalty: 4432.403809
	Iteration 21Q: 3 clusters Score -601653.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -601684.312500 Penalty: 4432.403809
	Iteration 22Q: 3 clusters Score -601684.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -601709.000000 Penalty: 4432.403809
	Iteration 23Q: 3 clusters Score -601709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -601729.562500 Penalty: 4432.403809
	Iteration 24Q: 3 clusters Score -601729.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -601744.437500 Penalty: 4432.403809
	Iteration 25Q: 3 clusters Score -601744.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -601750.500000 Penalty: 4432.403809
	Iteration 26Q: 3 clusters Score -601750.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -601759.687500 Penalty: 4432.403809
	Iteration 27Q: 3 clusters Score -601759.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -601766.812500 Penalty: 4432.403809
	Iteration 28Q: 3 clusters Score -601766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -601773.812500 Penalty: 4432.403809
	Iteration 29Q: 3 clusters Score -601773.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -601777.750000 Penalty: 4432.403809
	Iteration 30Q: 3 clusters Score -601777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -601785.687500 Penalty: 4432.403809
	Iteration 31Q: 3 clusters Score -601785.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -601794.500000 Penalty: 4432.403809
	Iteration 32Q: 3 clusters Score -601794.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -601803.562500 Penalty: 4432.403809
	Iteration 33Q: 3 clusters Score -601803.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -601814.875000 Penalty: 4432.403809
	Iteration 34Q: 3 clusters Score -601814.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -601822.250000 Penalty: 4432.403809
	Iteration 35Q: 3 clusters Score -601822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -601829.437500 Penalty: 4432.403809
	Iteration 36Q: 3 clusters Score -601829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -601833.937500 Penalty: 4432.403809
	Iteration 37Q: 3 clusters Score -601833.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -601836.000000 Penalty: 4432.403809
	Iteration 38Q: 3 clusters Score -601836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -601838.687500 Penalty: 4432.403809
	Iteration 39Q: 3 clusters Score -601838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -601839.875000 Penalty: 4432.403809
	Iteration 40F: 3 clusters Score -601839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -601840.937500 Penalty: 4432.403809
	Iteration 41Q: 3 clusters Score -601840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -601843.750000 Penalty: 4432.403809
	Iteration 42Q: 3 clusters Score -601843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -601843.500000 Penalty: 4432.403809
	Iteration 43Q: 3 clusters Score -601843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -601843.500000 Penalty: 4432.403809
	Iteration 44F: 3 clusters Score -601843.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Entering Unmasked Estep 
Score: -8246212.500000 Penalty: 2856.227539
	Iteration 0F: 2 clusters Score -8246212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -8178611.500000 Penalty: 5712.455078
	Iteration 0F: 3 clusters Score -8178612 nChanged 47672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -8206259.000000 Penalty: 5712.455078
	Iteration 1F: 3 clusters Score -8206259 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -8207223.500000 Penalty: 5712.455078
	Iteration 2Q: 3 clusters Score -8207224 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -8208729.000000 Penalty: 5712.455078
	Iteration 3Q: 3 clusters Score -8208729 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -8210985.000000 Penalty: 5712.455078
	Iteration 4Q: 3 clusters Score -8210985 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -8214082.500000 Penalty: 5712.455078
	Iteration 5F: 3 clusters Score -8214082 nChanged 6319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8218358 nChanged 7017
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Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 44500 members 
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Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 43497 members 
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	Iteration 10Q: 3 clusters Score -8235529 nChanged 2058
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Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8236788 nChanged 1055
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Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8237194 nChanged 850
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Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8237314 nChanged 777
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Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 38694 members 
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Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8237610 nChanged 709
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Mstep: Class 2 contains 37564 members 
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Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 36976 members 
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	Iteration 20F: 3 clusters Score -8237872 nChanged 643
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Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 36423 members 
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	Iteration 21Q: 3 clusters Score -8237966 nChanged 584
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Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 35911 members 
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	Iteration 22Q: 3 clusters Score -8238076 nChanged 570
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Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 35379 members 
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	Iteration 23Q: 3 clusters Score -8238120 nChanged 517
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Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 34894 members 
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Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 34400 members 
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	Iteration 25Q: 3 clusters Score -8238277 nChanged 527
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Mstep: Class 1 contains 66534 members 
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	Iteration 26Q: 3 clusters Score -8238320 nChanged 500
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Mstep: Class 1 contains 67028 members 
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	Iteration 27Q: 3 clusters Score -8238390 nChanged 495
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Mstep: Class 2 contains 32894 members 
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	Iteration 28Q: 3 clusters Score -8238486 nChanged 557
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	Iteration 29Q: 3 clusters Score -8238559 nChanged 561
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Mstep: Class 1 contains 68627 members 
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	Iteration 30Q: 3 clusters Score -8238618 nChanged 529
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	Iteration 33Q: 3 clusters Score -8238880 nChanged 603
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	Iteration 37Q: 3 clusters Score -8239238 nChanged 651
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	Iteration 50Q: 3 clusters Score -8240834 nChanged 673
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	Iteration 51Q: 3 clusters Score -8241012 nChanged 681
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	Iteration 56Q: 3 clusters Score -8241662 nChanged 601
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	Iteration 80F: 3 clusters Score -8243956 nChanged 161
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	Iteration 96Q: 3 clusters Score -8244386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8244388.500000 Penalty: 5712.455078
	Iteration 97Q: 3 clusters Score -8244388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8244384.500000 Penalty: 5712.455078
	Iteration 98Q: 3 clusters Score -8244384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97575 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8244404.000000 Penalty: 5712.455078
	Iteration 99Q: 3 clusters Score -8244404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8244392.000000 Penalty: 5712.455078
	Iteration 100F: 3 clusters Score -8244392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8244408.500000 Penalty: 5712.455078
	Iteration 101Q: 3 clusters Score -8244408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8244393.000000 Penalty: 5712.455078
	Iteration 102Q: 3 clusters Score -8244393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8244391.500000 Penalty: 5712.455078
	Iteration 103Q: 3 clusters Score -8244392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8244392.500000 Penalty: 5712.455078
	Iteration 104Q: 3 clusters Score -8244392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8244404.500000 Penalty: 5712.455078
	Iteration 105Q: 3 clusters Score -8244404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8244402.000000 Penalty: 5712.455078
	Iteration 106Q: 3 clusters Score -8244402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8244404.000000 Penalty: 5712.455078
	Iteration 107Q: 3 clusters Score -8244404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8244415.000000 Penalty: 5712.455078
	Iteration 108Q: 3 clusters Score -8244415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8244407.000000 Penalty: 5712.455078
	Iteration 109Q: 3 clusters Score -8244407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8244419.500000 Penalty: 5712.455078
	Iteration 110Q: 3 clusters Score -8244420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8244425.000000 Penalty: 5712.455078
	Iteration 111Q: 3 clusters Score -8244425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8244422.500000 Penalty: 5712.455078
	Iteration 112Q: 3 clusters Score -8244422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8244434.500000 Penalty: 5712.455078
	Iteration 113Q: 3 clusters Score -8244434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97901 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8244440.000000 Penalty: 5712.455078
	Iteration 114Q: 3 clusters Score -8244440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8244447.000000 Penalty: 5712.455078
	Iteration 115Q: 3 clusters Score -8244447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8244441.000000 Penalty: 5712.455078
	Iteration 116Q: 3 clusters Score -8244441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8244445.500000 Penalty: 5712.455078
	Iteration 117Q: 3 clusters Score -8244446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8244430.500000 Penalty: 5712.455078
	Iteration 118Q: 3 clusters Score -8244430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8244423.500000 Penalty: 5712.455078
	Iteration 119Q: 3 clusters Score -8244424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97999 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8244442.500000 Penalty: 5712.455078
	Iteration 120F: 3 clusters Score -8244442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98009 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8244436.000000 Penalty: 5712.455078
	Iteration 121Q: 3 clusters Score -8244436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8244447.500000 Penalty: 5712.455078
	Iteration 122Q: 3 clusters Score -8244448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8244443.500000 Penalty: 5712.455078
	Iteration 123Q: 3 clusters Score -8244444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8244447.000000 Penalty: 5712.455078
	Iteration 124Q: 3 clusters Score -8244447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8244443.500000 Penalty: 5712.455078
	Iteration 125Q: 3 clusters Score -8244444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8244446.500000 Penalty: 5712.455078
	Iteration 126Q: 3 clusters Score -8244446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8244449.500000 Penalty: 5712.455078
	Iteration 127Q: 3 clusters Score -8244450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8244443.500000 Penalty: 5712.455078
	Iteration 128Q: 3 clusters Score -8244444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8244442.000000 Penalty: 5712.455078
	Iteration 129Q: 3 clusters Score -8244442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8244443.000000 Penalty: 5712.455078
	Iteration 130Q: 3 clusters Score -8244443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8244443.000000 Penalty: 5712.455078
	Iteration 131F: 3 clusters Score -8244443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Entering Unmasked Estep 
Score: -13125164.000000 Penalty: 2973.310059
	Iteration 0F: 2 clusters Score -1.312516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -13017717.000000 Penalty: 5946.620117
	Iteration 0F: 3 clusters Score -1.301772e+07 nChanged 77007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85919 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -13062624.000000 Penalty: 5946.620117
	Iteration 1F: 3 clusters Score -1.306262e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 72060 members 
Entering Unmasked Estep 
Score: -13064040.000000 Penalty: 5946.620117
	Iteration 2Q: 3 clusters Score -1.306404e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -13066216.000000 Penalty: 5946.620117
	Iteration 3Q: 3 clusters Score -1.306622e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -13070013.000000 Penalty: 5946.620117
	Iteration 4Q: 3 clusters Score -1.307001e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -13076026.000000 Penalty: 5946.620117
	Iteration 5F: 3 clusters Score -1.307603e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -13084730.000000 Penalty: 5946.620117
	Iteration 6F: 3 clusters Score -1.308473e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132524 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -13096082.000000 Penalty: 5946.620117
	Iteration 7F: 3 clusters Score -1.309608e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -13107110.000000 Penalty: 5946.620117
	Iteration 8F: 3 clusters Score -1.310711e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152570 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -13115003.000000 Penalty: 5946.620117
	Iteration 9F: 3 clusters Score -1.3115e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -13119387.000000 Penalty: 5946.620117
	Iteration 10Q: 3 clusters Score -1.311939e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13121239.000000 Penalty: 5946.620117
	Iteration 11Q: 3 clusters Score -1.312124e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160294 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13121950.000000 Penalty: 5946.620117
	Iteration 12Q: 3 clusters Score -1.312195e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160556 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -13122193.000000 Penalty: 5946.620117
	Iteration 13Q: 3 clusters Score -1.312219e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160661 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -13122340.000000 Penalty: 5946.620117
	Iteration 14Q: 3 clusters Score -1.312234e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160700 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -13122416.000000 Penalty: 5946.620117
	Iteration 15Q: 3 clusters Score -1.312242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160718 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13122440.000000 Penalty: 5946.620117
	Iteration 16Q: 3 clusters Score -1.312244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160727 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13122470.000000 Penalty: 5946.620117
	Iteration 17Q: 3 clusters Score -1.312247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13122472.000000 Penalty: 5946.620117
	Iteration 18Q: 3 clusters Score -1.312247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160731 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13122472.000000 Penalty: 5946.620117
	Iteration 19F: 3 clusters Score -1.312247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -297360.781250 Penalty: 2055.556396
	Iteration 0F: 2 clusters Score -297360.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -293498.125000 Penalty: 4111.112793
	Iteration 0F: 3 clusters Score -293498.1 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -294393.968750 Penalty: 4111.112793
	Iteration 1F: 3 clusters Score -294394 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -294658.218750 Penalty: 4111.112793
	Iteration 2F: 3 clusters Score -294658.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -294885.718750 Penalty: 4111.112793
	Iteration 3F: 3 clusters Score -294885.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -295126.906250 Penalty: 4111.112793
	Iteration 4Q: 3 clusters Score -295126.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -295346.062500 Penalty: 4111.112793
	Iteration 5Q: 3 clusters Score -295346.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -295530.468750 Penalty: 4111.112793
	Iteration 6Q: 3 clusters Score -295530.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -295686.781250 Penalty: 4111.112793
	Iteration 7Q: 3 clusters Score -295686.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -295817.093750 Penalty: 4111.112793
	Iteration 8Q: 3 clusters Score -295817.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -295935.312500 Penalty: 4111.112793
	Iteration 9Q: 3 clusters Score -295935.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -296022.468750 Penalty: 4111.112793
	Iteration 10Q: 3 clusters Score -296022.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -296083.656250 Penalty: 4111.112793
	Iteration 11Q: 3 clusters Score -296083.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -296132.343750 Penalty: 4111.112793
	Iteration 12Q: 3 clusters Score -296132.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -296167.875000 Penalty: 4111.112793
	Iteration 13Q: 3 clusters Score -296167.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -296194.437500 Penalty: 4111.112793
	Iteration 14Q: 3 clusters Score -296194.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -296233.000000 Penalty: 4111.112793
	Iteration 15Q: 3 clusters Score -296233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -296264.625000 Penalty: 4111.112793
	Iteration 16Q: 3 clusters Score -296264.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -296297.406250 Penalty: 4111.112793
	Iteration 17Q: 3 clusters Score -296297.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -296323.062500 Penalty: 4111.112793
	Iteration 18Q: 3 clusters Score -296323.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -296356.500000 Penalty: 4111.112793
	Iteration 19Q: 3 clusters Score -296356.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -296405.281250 Penalty: 4111.112793
	Iteration 20F: 3 clusters Score -296405.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -296462.593750 Penalty: 4111.112793
	Iteration 21Q: 3 clusters Score -296462.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -296536.718750 Penalty: 4111.112793
	Iteration 22Q: 3 clusters Score -296536.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -296622.843750 Penalty: 4111.112793
	Iteration 23Q: 3 clusters Score -296622.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -296724.812500 Penalty: 4111.112793
	Iteration 24Q: 3 clusters Score -296724.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -296836.156250 Penalty: 4111.112793
	Iteration 25Q: 3 clusters Score -296836.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -296920.406250 Penalty: 4111.112793
	Iteration 26Q: 3 clusters Score -296920.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -296972.156250 Penalty: 4111.112793
	Iteration 27Q: 3 clusters Score -296972.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -297009.625000 Penalty: 4111.112793
	Iteration 28Q: 3 clusters Score -297009.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -297044.093750 Penalty: 4111.112793
	Iteration 29Q: 3 clusters Score -297044.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -297068.062500 Penalty: 4111.112793
	Iteration 30Q: 3 clusters Score -297068.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -297084.375000 Penalty: 4111.112793
	Iteration 31Q: 3 clusters Score -297084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -297089.750000 Penalty: 4111.112793
	Iteration 32Q: 3 clusters Score -297089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -297092.562500 Penalty: 4111.112793
	Iteration 33Q: 3 clusters Score -297092.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -297094.593750 Penalty: 4111.112793
	Iteration 34Q: 3 clusters Score -297094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -297096.812500 Penalty: 4111.112793
	Iteration 35Q: 3 clusters Score -297096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -297098.281250 Penalty: 4111.112793
	Iteration 36Q: 3 clusters Score -297098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -297099.656250 Penalty: 4111.112793
	Iteration 37Q: 3 clusters Score -297099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -297100.375000 Penalty: 4111.112793
	Iteration 38Q: 3 clusters Score -297100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -297103.593750 Penalty: 4111.112793
	Iteration 39F: 3 clusters Score -297103.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -297106.000000 Penalty: 4111.112793
	Iteration 40F: 3 clusters Score -297106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -297106.968750 Penalty: 4111.112793
	Iteration 41Q: 3 clusters Score -297107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -297106.968750 Penalty: 4111.112793
	Iteration 42F: 3 clusters Score -297107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Entering Unmasked Estep 
Score: -322886.250000 Penalty: 2070.848145
	Iteration 0F: 2 clusters Score -322886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -318886.000000 Penalty: 4141.696289
	Iteration 0F: 3 clusters Score -318886 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -319908.781250 Penalty: 4141.696289
	Iteration 1F: 3 clusters Score -319908.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -320130.093750 Penalty: 4141.696289
	Iteration 2F: 3 clusters Score -320130.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -320305.718750 Penalty: 4141.696289
	Iteration 3F: 3 clusters Score -320305.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -320447.593750 Penalty: 4141.696289
	Iteration 4Q: 3 clusters Score -320447.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -320581.562500 Penalty: 4141.696289
	Iteration 5Q: 3 clusters Score -320581.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -320683.500000 Penalty: 4141.696289
	Iteration 6Q: 3 clusters Score -320683.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -320782.156250 Penalty: 4141.696289
	Iteration 7Q: 3 clusters Score -320782.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -320873.812500 Penalty: 4141.696289
	Iteration 8Q: 3 clusters Score -320873.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -320983.656250 Penalty: 4141.696289
	Iteration 9Q: 3 clusters Score -320983.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321078.687500 Penalty: 4141.696289
	Iteration 10Q: 3 clusters Score -321078.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -321169.656250 Penalty: 4141.696289
	Iteration 11Q: 3 clusters Score -321169.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -321271.656250 Penalty: 4141.696289
	Iteration 12Q: 3 clusters Score -321271.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -321369.156250 Penalty: 4141.696289
	Iteration 13Q: 3 clusters Score -321369.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -321426.218750 Penalty: 4141.696289
	Iteration 14Q: 3 clusters Score -321426.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -321462.375000 Penalty: 4141.696289
	Iteration 15Q: 3 clusters Score -321462.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -321484.187500 Penalty: 4141.696289
	Iteration 16Q: 3 clusters Score -321484.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -321496.031250 Penalty: 4141.696289
	Iteration 17Q: 3 clusters Score -321496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -321506.812500 Penalty: 4141.696289
	Iteration 18Q: 3 clusters Score -321506.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -321517.281250 Penalty: 4141.696289
	Iteration 19Q: 3 clusters Score -321517.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -321524.968750 Penalty: 4141.696289
	Iteration 20F: 3 clusters Score -321525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -321530.625000 Penalty: 4141.696289
	Iteration 21Q: 3 clusters Score -321530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321539.031250 Penalty: 4141.696289
	Iteration 22Q: 3 clusters Score -321539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -321547.406250 Penalty: 4141.696289
	Iteration 23Q: 3 clusters Score -321547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -321552.718750 Penalty: 4141.696289
	Iteration 24Q: 3 clusters Score -321552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -321557.781250 Penalty: 4141.696289
	Iteration 25Q: 3 clusters Score -321557.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -321562.968750 Penalty: 4141.696289
	Iteration 26Q: 3 clusters Score -321563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -321568.218750 Penalty: 4141.696289
	Iteration 27Q: 3 clusters Score -321568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -321571.812500 Penalty: 4141.696289
	Iteration 28Q: 3 clusters Score -321571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -321581.187500 Penalty: 4141.696289
	Iteration 29Q: 3 clusters Score -321581.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -321593.187500 Penalty: 4141.696289
	Iteration 30Q: 3 clusters Score -321593.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -321600.031250 Penalty: 4141.696289
	Iteration 31Q: 3 clusters Score -321600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -321608.906250 Penalty: 4141.696289
	Iteration 32Q: 3 clusters Score -321608.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -321615.156250 Penalty: 4141.696289
	Iteration 33Q: 3 clusters Score -321615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -321621.187500 Penalty: 4141.696289
	Iteration 34Q: 3 clusters Score -321621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -321626.312500 Penalty: 4141.696289
	Iteration 35Q: 3 clusters Score -321626.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -321630.718750 Penalty: 4141.696289
	Iteration 36Q: 3 clusters Score -321630.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -321632.093750 Penalty: 4141.696289
	Iteration 37Q: 3 clusters Score -321632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -321633.281250 Penalty: 4141.696289
	Iteration 38Q: 3 clusters Score -321633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -321635.593750 Penalty: 4141.696289
	Iteration 39Q: 3 clusters Score -321635.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -321637.187500 Penalty: 4141.696289
	Iteration 40F: 3 clusters Score -321637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -321637.531250 Penalty: 4141.696289
	Iteration 41Q: 3 clusters Score -321637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -321637.531250 Penalty: 4141.696289
	Iteration 42F: 3 clusters Score -321637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -197634.109375 Penalty: 1952.840942
	Iteration 0F: 2 clusters Score -197634.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -194641.531250 Penalty: 3905.681885
	Iteration 0F: 3 clusters Score -194641.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -195223.203125 Penalty: 3905.681885
	Iteration 1F: 3 clusters Score -195223.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -195370.640625 Penalty: 3905.681885
	Iteration 2F: 3 clusters Score -195370.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -195448.234375 Penalty: 3905.681885
	Iteration 3Q: 3 clusters Score -195448.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -195507.015625 Penalty: 3905.681885
	Iteration 4Q: 3 clusters Score -195507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -195540.515625 Penalty: 3905.681885
	Iteration 5Q: 3 clusters Score -195540.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -195561.437500 Penalty: 3905.681885
	Iteration 6Q: 3 clusters Score -195561.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -195580.546875 Penalty: 3905.681885
	Iteration 7Q: 3 clusters Score -195580.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -195595.437500 Penalty: 3905.681885
	Iteration 8Q: 3 clusters Score -195595.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -195608.500000 Penalty: 3905.681885
	Iteration 9Q: 3 clusters Score -195608.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -195620.078125 Penalty: 3905.681885
	Iteration 10Q: 3 clusters Score -195620.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195630.171875 Penalty: 3905.681885
	Iteration 11Q: 3 clusters Score -195630.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195635.984375 Penalty: 3905.681885
	Iteration 12Q: 3 clusters Score -195636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -195640.093750 Penalty: 3905.681885
	Iteration 13Q: 3 clusters Score -195640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195641.000000 Penalty: 3905.681885
	Iteration 14Q: 3 clusters Score -195641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -195641.000000 Penalty: 3905.681885
	Iteration 15F: 3 clusters Score -195641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Entering Unmasked Estep 
Score: -2255959.500000 Penalty: 2564.808105
	Iteration 0F: 2 clusters Score -2255960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2234662.250000 Penalty: 5129.616211
	Iteration 0F: 3 clusters Score -2234662 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2242555.250000 Penalty: 5129.616211
	Iteration 1F: 3 clusters Score -2242555 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2243297.500000 Penalty: 5129.616211
	Iteration 2F: 3 clusters Score -2243298 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2244063.750000 Penalty: 5129.616211
	Iteration 3F: 3 clusters Score -2244064 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2244977.250000 Penalty: 5129.616211
	Iteration 4F: 3 clusters Score -2244977 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2246090.250000 Penalty: 5129.616211
	Iteration 5F: 3 clusters Score -2246090 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2247348.250000 Penalty: 5129.616211
	Iteration 6F: 3 clusters Score -2247348 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2248604.500000 Penalty: 5129.616211
	Iteration 7F: 3 clusters Score -2248604 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2249783.000000 Penalty: 5129.616211
	Iteration 8F: 3 clusters Score -2249783 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2250703.500000 Penalty: 5129.616211
	Iteration 9Q: 3 clusters Score -2250704 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2251312.750000 Penalty: 5129.616211
	Iteration 10Q: 3 clusters Score -2251313 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2251672.750000 Penalty: 5129.616211
	Iteration 11Q: 3 clusters Score -2251673 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2251861.500000 Penalty: 5129.616211
	Iteration 12Q: 3 clusters Score -2251862 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2251966.500000 Penalty: 5129.616211
	Iteration 13Q: 3 clusters Score -2251966 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2252055.750000 Penalty: 5129.616211
	Iteration 14Q: 3 clusters Score -2252056 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2252108.000000 Penalty: 5129.616211
	Iteration 15Q: 3 clusters Score -2252108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2252147.250000 Penalty: 5129.616211
	Iteration 16Q: 3 clusters Score -2252147 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2252181.250000 Penalty: 5129.616211
	Iteration 17Q: 3 clusters Score -2252181 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2252195.250000 Penalty: 5129.616211
	Iteration 18Q: 3 clusters Score -2252195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2252206.500000 Penalty: 5129.616211
	Iteration 19Q: 3 clusters Score -2252206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2252226.750000 Penalty: 5129.616211
	Iteration 20F: 3 clusters Score -2252227 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2252244.250000 Penalty: 5129.616211
	Iteration 21Q: 3 clusters Score -2252244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2252260.500000 Penalty: 5129.616211
	Iteration 22Q: 3 clusters Score -2252260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2252258.750000 Penalty: 5129.616211
	Iteration 23Q: 3 clusters Score -2252259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2252284 nChanged 83
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Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2252292 nChanged 73
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Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2252292 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2252307.750000 Penalty: 5129.616211
	Iteration 27Q: 3 clusters Score -2252308 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2252298.250000 Penalty: 5129.616211
	Iteration 28Q: 3 clusters Score -2252298 nChanged 57
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Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2252308 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2252320.250000 Penalty: 5129.616211
	Iteration 30Q: 3 clusters Score -2252320 nChanged 67
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Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2252325.500000 Penalty: 5129.616211
	Iteration 31Q: 3 clusters Score -2252326 nChanged 57
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Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2252322.750000 Penalty: 5129.616211
	Iteration 32Q: 3 clusters Score -2252323 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2252331.000000 Penalty: 5129.616211
	Iteration 33Q: 3 clusters Score -2252331 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2252325.750000 Penalty: 5129.616211
	Iteration 34Q: 3 clusters Score -2252326 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2252329.750000 Penalty: 5129.616211
	Iteration 35Q: 3 clusters Score -2252330 nChanged 34
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Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2252328.500000 Penalty: 5129.616211
	Iteration 36Q: 3 clusters Score -2252328 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2252335.750000 Penalty: 5129.616211
	Iteration 37Q: 3 clusters Score -2252336 nChanged 30
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Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2252336.500000 Penalty: 5129.616211
	Iteration 38Q: 3 clusters Score -2252336 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2252336.750000 Penalty: 5129.616211
	Iteration 39Q: 3 clusters Score -2252337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2252338.250000 Penalty: 5129.616211
	Iteration 40F: 3 clusters Score -2252338 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2252344.250000 Penalty: 5129.616211
	Iteration 41Q: 3 clusters Score -2252344 nChanged 24
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Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2252344 nChanged 18
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Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2252343.250000 Penalty: 5129.616211
	Iteration 43Q: 3 clusters Score -2252343 nChanged 13
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Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2252340.250000 Penalty: 5129.616211
	Iteration 44Q: 3 clusters Score -2252340 nChanged 18
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Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2252345.000000 Penalty: 5129.616211
	Iteration 45Q: 3 clusters Score -2252345 nChanged 21
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Mstep: Class 1 contains 11702 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2252348 nChanged 23
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Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2252350 nChanged 15
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Mstep: Class 1 contains 11700 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2252352 nChanged 17
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Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2252354 nChanged 19
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Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2252355 nChanged 10
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Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2252353 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2252354 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2252356.500000 Penalty: 5129.616211
	Iteration 53Q: 3 clusters Score -2252356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2252354 nChanged 4
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Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2252358.500000 Penalty: 5129.616211
	Iteration 55Q: 3 clusters Score -2252358 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2252354 nChanged 2
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Mstep: Class 1 contains 11727 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2252358 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2252355.500000 Penalty: 5129.616211
	Iteration 58Q: 3 clusters Score -2252356 nChanged 3
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2252355 nChanged 2
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Mstep: Class 1 contains 11729 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2252355 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11728 members 
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	Iteration 61Q: 3 clusters Score -2252353 nChanged 2
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Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 19279 members 
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	Iteration 62Q: 3 clusters Score -2252354 nChanged 3
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 19278 members 
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	Iteration 63Q: 3 clusters Score -2252356 nChanged 3
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Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2252357 nChanged 3
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Mstep: Class 1 contains 11729 members 
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Entering Unmasked Estep 
Score: -2252362.500000 Penalty: 5129.616211
	Iteration 65Q: 3 clusters Score -2252362 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2252358 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2252357 nChanged 7
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Mstep: Class 1 contains 11719 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2252356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2252359 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11711 members 
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Entering Unmasked Estep 
Score: -2252364.500000 Penalty: 5129.616211
	Iteration 70Q: 3 clusters Score -2252364 nChanged 12
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Mstep: Class 1 contains 11709 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2252366 nChanged 4
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	Iteration 72Q: 3 clusters Score -2252366 nChanged 4
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	Iteration 73Q: 3 clusters Score -2252366 nChanged 2
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	Iteration 74Q: 3 clusters Score -2252367 nChanged 8
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Mstep: Class 1 contains 11715 members 
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Entering Unmasked Estep 
Score: -2252369.250000 Penalty: 5129.616211
	Iteration 75Q: 3 clusters Score -2252369 nChanged 6
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	Iteration 76Q: 3 clusters Score -2252372 nChanged 14
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2252374 nChanged 15
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	Iteration 78Q: 3 clusters Score -2252369 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2252378.000000 Penalty: 5129.616211
	Iteration 79Q: 3 clusters Score -2252378 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2252379.500000 Penalty: 5129.616211
	Iteration 80F: 3 clusters Score -2252380 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2252378 nChanged 6
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Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2252381.250000 Penalty: 5129.616211
	Iteration 82Q: 3 clusters Score -2252381 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2252384 nChanged 8
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Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2252387.250000 Penalty: 5129.616211
	Iteration 84Q: 3 clusters Score -2252387 nChanged 10
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Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2252386 nChanged 10
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Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2252382.000000 Penalty: 5129.616211
	Iteration 86Q: 3 clusters Score -2252382 nChanged 12
Entering Unmasked Mstep 
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	Iteration 87Q: 3 clusters Score -2252379 nChanged 16
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	Iteration 88Q: 3 clusters Score -2252381 nChanged 22
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	Iteration 89Q: 3 clusters Score -2252382 nChanged 16
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	Iteration 90Q: 3 clusters Score -2252382 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19213 members 
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	Iteration 91Q: 3 clusters Score -2252384 nChanged 18
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	Iteration 92Q: 3 clusters Score -2252384 nChanged 18
Entering Unmasked Mstep 
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	Iteration 93Q: 3 clusters Score -2252384 nChanged 18
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	Iteration 94Q: 3 clusters Score -2252383 nChanged 14
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	Iteration 95Q: 3 clusters Score -2252385 nChanged 14
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	Iteration 96Q: 3 clusters Score -2252382 nChanged 19
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	Iteration 97Q: 3 clusters Score -2252384 nChanged 27
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	Iteration 98Q: 3 clusters Score -2252392 nChanged 38
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	Iteration 99Q: 3 clusters Score -2252395 nChanged 33
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2252401 nChanged 26
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	Iteration 101Q: 3 clusters Score -2252407 nChanged 25
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	Iteration 102Q: 3 clusters Score -2252406 nChanged 27
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	Iteration 103Q: 3 clusters Score -2252406 nChanged 19
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	Iteration 104Q: 3 clusters Score -2252400 nChanged 21
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	Iteration 105Q: 3 clusters Score -2252402 nChanged 18
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	Iteration 106Q: 3 clusters Score -2252405 nChanged 22
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	Iteration 107Q: 3 clusters Score -2252404 nChanged 23
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	Iteration 108Q: 3 clusters Score -2252406 nChanged 16
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	Iteration 109Q: 3 clusters Score -2252403 nChanged 20
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	Iteration 110Q: 3 clusters Score -2252403 nChanged 10
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	Iteration 111Q: 3 clusters Score -2252408 nChanged 8
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	Iteration 112Q: 3 clusters Score -2252406 nChanged 7
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Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2252406.500000 Penalty: 5129.616211
	Iteration 113Q: 3 clusters Score -2252406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2252407.750000 Penalty: 5129.616211
	Iteration 114Q: 3 clusters Score -2252408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2252406.500000 Penalty: 5129.616211
	Iteration 115Q: 3 clusters Score -2252406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2252406.500000 Penalty: 5129.616211
	Iteration 116F: 3 clusters Score -2252406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Entering Unmasked Estep 
Score: -923517.812500 Penalty: 2332.399658
	Iteration 0F: 2 clusters Score -923517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -914433.937500 Penalty: 4664.799316
	Iteration 0F: 3 clusters Score -914433.9 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -917329.312500 Penalty: 4664.799316
	Iteration 1F: 3 clusters Score -917329.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -917951.750000 Penalty: 4664.799316
	Iteration 2F: 3 clusters Score -917951.8 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -918702.312500 Penalty: 4664.799316
	Iteration 3F: 3 clusters Score -918702.3 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -919615.687500 Penalty: 4664.799316
	Iteration 4F: 3 clusters Score -919615.7 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -920521.687500 Penalty: 4664.799316
	Iteration 5F: 3 clusters Score -920521.7 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -921308.562500 Penalty: 4664.799316
	Iteration 6F: 3 clusters Score -921308.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -922025.187500 Penalty: 4664.799316
	Iteration 7F: 3 clusters Score -922025.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -922520.437500 Penalty: 4664.799316
	Iteration 8Q: 3 clusters Score -922520.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -922791.187500 Penalty: 4664.799316
	Iteration 9Q: 3 clusters Score -922791.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -922908.062500 Penalty: 4664.799316
	Iteration 10Q: 3 clusters Score -922908.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -922957.187500 Penalty: 4664.799316
	Iteration 11Q: 3 clusters Score -922957.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -922984.312500 Penalty: 4664.799316
	Iteration 12Q: 3 clusters Score -922984.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -923004.125000 Penalty: 4664.799316
	Iteration 13Q: 3 clusters Score -923004.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -923013.250000 Penalty: 4664.799316
	Iteration 14Q: 3 clusters Score -923013.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -923024.375000 Penalty: 4664.799316
	Iteration 15Q: 3 clusters Score -923024.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -923027.437500 Penalty: 4664.799316
	Iteration 16Q: 3 clusters Score -923027.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -923032.562500 Penalty: 4664.799316
	Iteration 17Q: 3 clusters Score -923032.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -923034.062500 Penalty: 4664.799316
	Iteration 18Q: 3 clusters Score -923034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -923036.062500 Penalty: 4664.799316
	Iteration 19Q: 3 clusters Score -923036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -923041.187500 Penalty: 4664.799316
	Iteration 20F: 3 clusters Score -923041.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -923040.500000 Penalty: 4664.799316
	Iteration 21Q: 3 clusters Score -923040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -923041.562500 Penalty: 4664.799316
	Iteration 22Q: 3 clusters Score -923041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -923041.500000 Penalty: 4664.799316
	Iteration 23Q: 3 clusters Score -923041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -923042.937500 Penalty: 4664.799316
	Iteration 24Q: 3 clusters Score -923042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -923043.625000 Penalty: 4664.799316
	Iteration 25Q: 3 clusters Score -923043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -923043.625000 Penalty: 4664.799316
	Iteration 26F: 3 clusters Score -923043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -351130.218750 Penalty: 2072.192383
	Iteration 0F: 2 clusters Score -351130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -347029.343750 Penalty: 4144.384766
	Iteration 0F: 3 clusters Score -347029.3 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -347934.812500 Penalty: 4144.384766
	Iteration 1F: 3 clusters Score -347934.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -348107.593750 Penalty: 4144.384766
	Iteration 2F: 3 clusters Score -348107.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -348206.656250 Penalty: 4144.384766
	Iteration 3Q: 3 clusters Score -348206.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -348267.125000 Penalty: 4144.384766
	Iteration 4Q: 3 clusters Score -348267.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -348307.718750 Penalty: 4144.384766
	Iteration 5Q: 3 clusters Score -348307.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -348340.343750 Penalty: 4144.384766
	Iteration 6Q: 3 clusters Score -348340.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -348363.312500 Penalty: 4144.384766
	Iteration 7Q: 3 clusters Score -348363.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -348383.156250 Penalty: 4144.384766
	Iteration 8Q: 3 clusters Score -348383.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -348398.187500 Penalty: 4144.384766
	Iteration 9Q: 3 clusters Score -348398.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -348416.031250 Penalty: 4144.384766
	Iteration 10Q: 3 clusters Score -348416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -348427.937500 Penalty: 4144.384766
	Iteration 11Q: 3 clusters Score -348427.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -348436.843750 Penalty: 4144.384766
	Iteration 12Q: 3 clusters Score -348436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -348447.750000 Penalty: 4144.384766
	Iteration 13Q: 3 clusters Score -348447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -348458.875000 Penalty: 4144.384766
	Iteration 14Q: 3 clusters Score -348458.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -348468.375000 Penalty: 4144.384766
	Iteration 15Q: 3 clusters Score -348468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -348475.562500 Penalty: 4144.384766
	Iteration 16Q: 3 clusters Score -348475.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -348481.781250 Penalty: 4144.384766
	Iteration 17Q: 3 clusters Score -348481.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -348486.531250 Penalty: 4144.384766
	Iteration 18Q: 3 clusters Score -348486.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -348489.906250 Penalty: 4144.384766
	Iteration 19Q: 3 clusters Score -348489.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -348493.312500 Penalty: 4144.384766
	Iteration 20F: 3 clusters Score -348493.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -348497.156250 Penalty: 4144.384766
	Iteration 21Q: 3 clusters Score -348497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -348500.218750 Penalty: 4144.384766
	Iteration 22Q: 3 clusters Score -348500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -348501.062500 Penalty: 4144.384766
	Iteration 23Q: 3 clusters Score -348501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -348504.312500 Penalty: 4144.384766
	Iteration 24Q: 3 clusters Score -348504.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -348507.437500 Penalty: 4144.384766
	Iteration 25Q: 3 clusters Score -348507.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -348514.250000 Penalty: 4144.384766
	Iteration 26Q: 3 clusters Score -348514.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -348521.062500 Penalty: 4144.384766
	Iteration 27Q: 3 clusters Score -348521.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -348530.375000 Penalty: 4144.384766
	Iteration 28Q: 3 clusters Score -348530.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -348541.937500 Penalty: 4144.384766
	Iteration 29Q: 3 clusters Score -348541.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -348551.250000 Penalty: 4144.384766
	Iteration 30Q: 3 clusters Score -348551.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -348555.375000 Penalty: 4144.384766
	Iteration 31Q: 3 clusters Score -348555.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -348560.125000 Penalty: 4144.384766
	Iteration 32Q: 3 clusters Score -348560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -348564.562500 Penalty: 4144.384766
	Iteration 33Q: 3 clusters Score -348564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -348568.906250 Penalty: 4144.384766
	Iteration 34Q: 3 clusters Score -348568.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -348573.031250 Penalty: 4144.384766
	Iteration 35Q: 3 clusters Score -348573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -348575.406250 Penalty: 4144.384766
	Iteration 36Q: 3 clusters Score -348575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -348580.062500 Penalty: 4144.384766
	Iteration 37Q: 3 clusters Score -348580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -348582.812500 Penalty: 4144.384766
	Iteration 38Q: 3 clusters Score -348582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -348585.281250 Penalty: 4144.384766
	Iteration 39Q: 3 clusters Score -348585.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -348586.906250 Penalty: 4144.384766
	Iteration 40F: 3 clusters Score -348586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -348589.531250 Penalty: 4144.384766
	Iteration 41Q: 3 clusters Score -348589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -348590.750000 Penalty: 4144.384766
	Iteration 42Q: 3 clusters Score -348590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -348592.093750 Penalty: 4144.384766
	Iteration 43Q: 3 clusters Score -348592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -348594.718750 Penalty: 4144.384766
	Iteration 44Q: 3 clusters Score -348594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -348595.906250 Penalty: 4144.384766
	Iteration 45Q: 3 clusters Score -348595.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -348598.781250 Penalty: 4144.384766
	Iteration 46Q: 3 clusters Score -348598.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -348600.500000 Penalty: 4144.384766
	Iteration 47Q: 3 clusters Score -348600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -348602.281250 Penalty: 4144.384766
	Iteration 48Q: 3 clusters Score -348602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -348602.781250 Penalty: 4144.384766
	Iteration 49Q: 3 clusters Score -348602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -348603.593750 Penalty: 4144.384766
	Iteration 50Q: 3 clusters Score -348603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -348603.500000 Penalty: 4144.384766
	Iteration 51Q: 3 clusters Score -348603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -348604.812500 Penalty: 4144.384766
	Iteration 52Q: 3 clusters Score -348604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -348605.968750 Penalty: 4144.384766
	Iteration 53Q: 3 clusters Score -348606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -348606.187500 Penalty: 4144.384766
	Iteration 54Q: 3 clusters Score -348606.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -348606.187500 Penalty: 4144.384766
	Iteration 55F: 3 clusters Score -348606.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -347202.468750 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -347202.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -343003.843750 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -343003.8 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -343949.031250 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -343949 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -344148.312500 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -344148.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -344263.562500 Penalty: 4165.275879
	Iteration 3Q: 3 clusters Score -344263.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -344344.375000 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -344344.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -344388.656250 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -344388.7 nChanged 69
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: -344417.375000 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -344417.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -344439.156250 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -344439.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -344457.281250 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -344457.3 nChanged 30
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: -344468.500000 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -344468.5 nChanged 25
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: -344476.687500 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -344476.7 nChanged 28
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: -344487.718750 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -344487.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -344496.906250 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -344496.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -344506.468750 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -344506.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -344513.281250 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -344513.3 nChanged 23
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: -344521.125000 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -344521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -344524.437500 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -344524.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -344528.875000 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -344528.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -344533.781250 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -344533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -344535.968750 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -344536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -344537.062500 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -344537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -344538.093750 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -344538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -344540.156250 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -344540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -344540.468750 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -344540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -344540.750000 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -344540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -344541.156250 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -344541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -344540.937500 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -344540.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -344540.937500 Penalty: 4165.275879
	Iteration 27F: 3 clusters Score -344540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -260473.671875 Penalty: 2011.534912
	Iteration 0F: 2 clusters Score -260473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -257016.390625 Penalty: 4023.069824
	Iteration 0F: 3 clusters Score -257016.4 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -257848.109375 Penalty: 4023.069824
	Iteration 1F: 3 clusters Score -257848.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258039.328125 Penalty: 4023.069824
	Iteration 2F: 3 clusters Score -258039.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -258167.343750 Penalty: 4023.069824
	Iteration 3F: 3 clusters Score -258167.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258261.062500 Penalty: 4023.069824
	Iteration 4Q: 3 clusters Score -258261.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -258320.515625 Penalty: 4023.069824
	Iteration 5Q: 3 clusters Score -258320.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -258369.484375 Penalty: 4023.069824
	Iteration 6Q: 3 clusters Score -258369.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -258408.046875 Penalty: 4023.069824
	Iteration 7Q: 3 clusters Score -258408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -258440.468750 Penalty: 4023.069824
	Iteration 8Q: 3 clusters Score -258440.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -258471.921875 Penalty: 4023.069824
	Iteration 9Q: 3 clusters Score -258471.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258495.265625 Penalty: 4023.069824
	Iteration 10Q: 3 clusters Score -258495.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -258513.015625 Penalty: 4023.069824
	Iteration 11Q: 3 clusters Score -258513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -258523.343750 Penalty: 4023.069824
	Iteration 12Q: 3 clusters Score -258523.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -258533.906250 Penalty: 4023.069824
	Iteration 13Q: 3 clusters Score -258533.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -258542.953125 Penalty: 4023.069824
	Iteration 14Q: 3 clusters Score -258543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -258547.671875 Penalty: 4023.069824
	Iteration 15Q: 3 clusters Score -258547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -258552.906250 Penalty: 4023.069824
	Iteration 16Q: 3 clusters Score -258552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -258561.484375 Penalty: 4023.069824
	Iteration 17Q: 3 clusters Score -258561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258567.328125 Penalty: 4023.069824
	Iteration 18Q: 3 clusters Score -258567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -258571.328125 Penalty: 4023.069824
	Iteration 19Q: 3 clusters Score -258571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -258574.453125 Penalty: 4023.069824
	Iteration 20F: 3 clusters Score -258574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -258577.671875 Penalty: 4023.069824
	Iteration 21Q: 3 clusters Score -258577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258579.890625 Penalty: 4023.069824
	Iteration 22Q: 3 clusters Score -258579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -258579.937500 Penalty: 4023.069824
	Iteration 23Q: 3 clusters Score -258579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258581.343750 Penalty: 4023.069824
	Iteration 24Q: 3 clusters Score -258581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258582.296875 Penalty: 4023.069824
	Iteration 25Q: 3 clusters Score -258582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -258583.281250 Penalty: 4023.069824
	Iteration 26Q: 3 clusters Score -258583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -258584.328125 Penalty: 4023.069824
	Iteration 27Q: 3 clusters Score -258584.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -258584.328125 Penalty: 4023.069824
	Iteration 28F: 3 clusters Score -258584.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Entering Unmasked Estep 
Score: -2406263.500000 Penalty: 2547.964600
	Iteration 0F: 2 clusters Score -2406264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2386451.500000 Penalty: 5095.929199
	Iteration 0F: 3 clusters Score -2386452 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2393378.500000 Penalty: 5095.929199
	Iteration 1F: 3 clusters Score -2393378 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2393753.500000 Penalty: 5095.929199
	Iteration 2Q: 3 clusters Score -2393754 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2394065.000000 Penalty: 5095.929199
	Iteration 3Q: 3 clusters Score -2394065 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2394329.500000 Penalty: 5095.929199
	Iteration 4Q: 3 clusters Score -2394330 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2394566.500000 Penalty: 5095.929199
	Iteration 5Q: 3 clusters Score -2394566 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2394841.000000 Penalty: 5095.929199
	Iteration 6Q: 3 clusters Score -2394841 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2395190.500000 Penalty: 5095.929199
	Iteration 7Q: 3 clusters Score -2395190 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2395657.500000 Penalty: 5095.929199
	Iteration 8Q: 3 clusters Score -2395658 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2396304.000000 Penalty: 5095.929199
	Iteration 9Q: 3 clusters Score -2396304 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2397271.750000 Penalty: 5095.929199
	Iteration 10F: 3 clusters Score -2397272 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2398570.750000 Penalty: 5095.929199
	Iteration 11F: 3 clusters Score -2398571 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2400073.750000 Penalty: 5095.929199
	Iteration 12F: 3 clusters Score -2400074 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2401458.500000 Penalty: 5095.929199
	Iteration 13F: 3 clusters Score -2401458 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2402479.500000 Penalty: 5095.929199
	Iteration 14Q: 3 clusters Score -2402480 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2403131.500000 Penalty: 5095.929199
	Iteration 15Q: 3 clusters Score -2403132 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2403501.250000 Penalty: 5095.929199
	Iteration 16Q: 3 clusters Score -2403501 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2403733.000000 Penalty: 5095.929199
	Iteration 17Q: 3 clusters Score -2403733 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2403845.500000 Penalty: 5095.929199
	Iteration 18Q: 3 clusters Score -2403846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2403934.750000 Penalty: 5095.929199
	Iteration 19Q: 3 clusters Score -2403935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2403997.500000 Penalty: 5095.929199
	Iteration 20F: 3 clusters Score -2403998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2404026.750000 Penalty: 5095.929199
	Iteration 21Q: 3 clusters Score -2404027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2404048.500000 Penalty: 5095.929199
	Iteration 22Q: 3 clusters Score -2404048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2404070.000000 Penalty: 5095.929199
	Iteration 23Q: 3 clusters Score -2404070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2404078.250000 Penalty: 5095.929199
	Iteration 24Q: 3 clusters Score -2404078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2404087.500000 Penalty: 5095.929199
	Iteration 25Q: 3 clusters Score -2404088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2404095.000000 Penalty: 5095.929199
	Iteration 26Q: 3 clusters Score -2404095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2404099.250000 Penalty: 5095.929199
	Iteration 27Q: 3 clusters Score -2404099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2404099.500000 Penalty: 5095.929199
	Iteration 28Q: 3 clusters Score -2404100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2404099.500000 Penalty: 5095.929199
	Iteration 29F: 3 clusters Score -2404100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Entering Unmasked Estep 
Score: -79524.773438 Penalty: 1728.973877
	Iteration 0F: 2 clusters Score -79524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77520.289062 Penalty: 3457.947754
	Iteration 0F: 3 clusters Score -77520.29 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77815.093750 Penalty: 3457.947754
	Iteration 1F: 3 clusters Score -77815.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77890.070312 Penalty: 3457.947754
	Iteration 2F: 3 clusters Score -77890.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77917.687500 Penalty: 3457.947754
	Iteration 3Q: 3 clusters Score -77917.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77924.500000 Penalty: 3457.947754
	Iteration 4Q: 3 clusters Score -77924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -77929.937500 Penalty: 3457.947754
	Iteration 5Q: 3 clusters Score -77929.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -77931.015625 Penalty: 3457.947754
	Iteration 6Q: 3 clusters Score -77931.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -77932.968750 Penalty: 3457.947754
	Iteration 7Q: 3 clusters Score -77932.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77934.882812 Penalty: 3457.947754
	Iteration 8Q: 3 clusters Score -77934.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77934.882812 Penalty: 3457.947754
	Iteration 9F: 3 clusters Score -77934.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -619702.937500 Penalty: 2223.814697
	Iteration 0F: 2 clusters Score -619702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -613363.687500 Penalty: 4447.629395
	Iteration 0F: 3 clusters Score -613363.7 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -615072.500000 Penalty: 4447.629395
	Iteration 1F: 3 clusters Score -615072.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -615333.750000 Penalty: 4447.629395
	Iteration 2F: 3 clusters Score -615333.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -615483.562500 Penalty: 4447.629395
	Iteration 3Q: 3 clusters Score -615483.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -615578.687500 Penalty: 4447.629395
	Iteration 4Q: 3 clusters Score -615578.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -615652.000000 Penalty: 4447.629395
	Iteration 5Q: 3 clusters Score -615652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -615712.312500 Penalty: 4447.629395
	Iteration 6Q: 3 clusters Score -615712.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -615753.562500 Penalty: 4447.629395
	Iteration 7Q: 3 clusters Score -615753.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -615793.187500 Penalty: 4447.629395
	Iteration 8Q: 3 clusters Score -615793.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -615825.562500 Penalty: 4447.629395
	Iteration 9Q: 3 clusters Score -615825.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -615853.875000 Penalty: 4447.629395
	Iteration 10Q: 3 clusters Score -615853.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -615890.187500 Penalty: 4447.629395
	Iteration 11Q: 3 clusters Score -615890.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -615925.562500 Penalty: 4447.629395
	Iteration 12Q: 3 clusters Score -615925.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -615964.875000 Penalty: 4447.629395
	Iteration 13Q: 3 clusters Score -615964.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -615999.250000 Penalty: 4447.629395
	Iteration 14Q: 3 clusters Score -615999.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -616034.125000 Penalty: 4447.629395
	Iteration 15Q: 3 clusters Score -616034.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -616075.062500 Penalty: 4447.629395
	Iteration 16Q: 3 clusters Score -616075.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -616123.812500 Penalty: 4447.629395
	Iteration 17Q: 3 clusters Score -616123.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -616177.125000 Penalty: 4447.629395
	Iteration 18Q: 3 clusters Score -616177.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -616237.625000 Penalty: 4447.629395
	Iteration 19Q: 3 clusters Score -616237.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -616308.312500 Penalty: 4447.629395
	Iteration 20F: 3 clusters Score -616308.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -616389.250000 Penalty: 4447.629395
	Iteration 21Q: 3 clusters Score -616389.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -616487.562500 Penalty: 4447.629395
	Iteration 22Q: 3 clusters Score -616487.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -616606.000000 Penalty: 4447.629395
	Iteration 23Q: 3 clusters Score -616606 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -616742.812500 Penalty: 4447.629395
	Iteration 24Q: 3 clusters Score -616742.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -616905.375000 Penalty: 4447.629395
	Iteration 25Q: 3 clusters Score -616905.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -617050.687500 Penalty: 4447.629395
	Iteration 26Q: 3 clusters Score -617050.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -617182.875000 Penalty: 4447.629395
	Iteration 27Q: 3 clusters Score -617182.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -617278.125000 Penalty: 4447.629395
	Iteration 28Q: 3 clusters Score -617278.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -617371.937500 Penalty: 4447.629395
	Iteration 29Q: 3 clusters Score -617371.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -617459.312500 Penalty: 4447.629395
	Iteration 30Q: 3 clusters Score -617459.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -617521.500000 Penalty: 4447.629395
	Iteration 31Q: 3 clusters Score -617521.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -617569.312500 Penalty: 4447.629395
	Iteration 32Q: 3 clusters Score -617569.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -617609.625000 Penalty: 4447.629395
	Iteration 33Q: 3 clusters Score -617609.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -617641.312500 Penalty: 4447.629395
	Iteration 34Q: 3 clusters Score -617641.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -617666.062500 Penalty: 4447.629395
	Iteration 35Q: 3 clusters Score -617666.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -617686.687500 Penalty: 4447.629395
	Iteration 36Q: 3 clusters Score -617686.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -617706.500000 Penalty: 4447.629395
	Iteration 37Q: 3 clusters Score -617706.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -617724.000000 Penalty: 4447.629395
	Iteration 38Q: 3 clusters Score -617724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -617737.250000 Penalty: 4447.629395
	Iteration 39Q: 3 clusters Score -617737.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -617749.250000 Penalty: 4447.629395
	Iteration 40F: 3 clusters Score -617749.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -617755.000000 Penalty: 4447.629395
	Iteration 41Q: 3 clusters Score -617755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -617763.125000 Penalty: 4447.629395
	Iteration 42Q: 3 clusters Score -617763.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -617772.750000 Penalty: 4447.629395
	Iteration 43Q: 3 clusters Score -617772.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -617782.125000 Penalty: 4447.629395
	Iteration 44Q: 3 clusters Score -617782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -617787.437500 Penalty: 4447.629395
	Iteration 45Q: 3 clusters Score -617787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -617793.750000 Penalty: 4447.629395
	Iteration 46Q: 3 clusters Score -617793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -617797.250000 Penalty: 4447.629395
	Iteration 47Q: 3 clusters Score -617797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -617801.625000 Penalty: 4447.629395
	Iteration 48Q: 3 clusters Score -617801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -617802.125000 Penalty: 4447.629395
	Iteration 49Q: 3 clusters Score -617802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -617805.625000 Penalty: 4447.629395
	Iteration 50Q: 3 clusters Score -617805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -617808.562500 Penalty: 4447.629395
	Iteration 51Q: 3 clusters Score -617808.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -617812.250000 Penalty: 4447.629395
	Iteration 52Q: 3 clusters Score -617812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -617816.875000 Penalty: 4447.629395
	Iteration 53Q: 3 clusters Score -617816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -617821.750000 Penalty: 4447.629395
	Iteration 54Q: 3 clusters Score -617821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -617824.437500 Penalty: 4447.629395
	Iteration 55Q: 3 clusters Score -617824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -617828.187500 Penalty: 4447.629395
	Iteration 56Q: 3 clusters Score -617828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -617830.625000 Penalty: 4447.629395
	Iteration 57Q: 3 clusters Score -617830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -617833.125000 Penalty: 4447.629395
	Iteration 58Q: 3 clusters Score -617833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -617834.312500 Penalty: 4447.629395
	Iteration 59Q: 3 clusters Score -617834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -617833.812500 Penalty: 4447.629395
	Iteration 60F: 3 clusters Score -617833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -617834.250000 Penalty: 4447.629395
	Iteration 61Q: 3 clusters Score -617834.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -617834.250000 Penalty: 4447.629395
	Iteration 62F: 3 clusters Score -617834.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -671690.750000 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -671690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -664936.250000 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -664936.2 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -666858.312500 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -666858.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -667133.812500 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -667133.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -667301.937500 Penalty: 4494.269531
	Iteration 3Q: 3 clusters Score -667301.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -667422.750000 Penalty: 4494.269531
	Iteration 4Q: 3 clusters Score -667422.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -667521.062500 Penalty: 4494.269531
	Iteration 5Q: 3 clusters Score -667521.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -667599.562500 Penalty: 4494.269531
	Iteration 6Q: 3 clusters Score -667599.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -667668.000000 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -667668 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -667741.562500 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -667741.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -667805.000000 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -667805 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -667863.750000 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -667863.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -667922.625000 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -667922.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -667991.312500 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -667991.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -668062.937500 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -668062.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -668133.437500 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -668133.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -668241.312500 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -668241.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -668372.875000 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -668372.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -668541.875000 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -668541.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -668730.625000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -668730.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -668948.125000 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -668948.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -669125.312500 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -669125.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -669262.125000 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -669262.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -669364.687500 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -669364.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -669459.250000 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -669459.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -669525.375000 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -669525.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -669577.812500 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -669577.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -669613.625000 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -669613.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -669639.687500 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -669639.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -669649.687500 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -669649.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -669659.937500 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -669659.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -669668.625000 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -669668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -669675.625000 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -669675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -669681.750000 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -669681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -669689.500000 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -669689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -669695.687500 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -669695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -669699.312500 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -669699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -669702.500000 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -669702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -669703.000000 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -669703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -669704.625000 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -669704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -669704.625000 Penalty: 4494.269531
	Iteration 39F: 3 clusters Score -669704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -329191.468750 Penalty: 2120.123535
	Iteration 0F: 2 clusters Score -329191.5 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 2598 members 
Entering Unmasked Estep 
Score: -324574.968750 Penalty: 4240.247070
	Iteration 0F: 3 clusters Score -324575 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -325935.625000 Penalty: 4240.247070
	Iteration 1F: 3 clusters Score -325935.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -326427.062500 Penalty: 4240.247070
	Iteration 2F: 3 clusters Score -326427.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -326892.343750 Penalty: 4240.247070
	Iteration 3F: 3 clusters Score -326892.3 nChanged 371
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: -327262.187500 Penalty: 4240.247070
	Iteration 4F: 3 clusters Score -327262.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -327561.875000 Penalty: 4240.247070
	Iteration 5F: 3 clusters Score -327561.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -327777.968750 Penalty: 4240.247070
	Iteration 6F: 3 clusters Score -327778 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -327950.375000 Penalty: 4240.247070
	Iteration 7Q: 3 clusters Score -327950.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -328082.625000 Penalty: 4240.247070
	Iteration 8Q: 3 clusters Score -328082.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -328169.718750 Penalty: 4240.247070
	Iteration 9Q: 3 clusters Score -328169.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -328233.593750 Penalty: 4240.247070
	Iteration 10Q: 3 clusters Score -328233.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -328288.656250 Penalty: 4240.247070
	Iteration 11Q: 3 clusters Score -328288.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -328333.187500 Penalty: 4240.247070
	Iteration 12Q: 3 clusters Score -328333.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -328370.968750 Penalty: 4240.247070
	Iteration 13Q: 3 clusters Score -328371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -328405.125000 Penalty: 4240.247070
	Iteration 14Q: 3 clusters Score -328405.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -328433.906250 Penalty: 4240.247070
	Iteration 15Q: 3 clusters Score -328433.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -328458.843750 Penalty: 4240.247070
	Iteration 16Q: 3 clusters Score -328458.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -328473.812500 Penalty: 4240.247070
	Iteration 17Q: 3 clusters Score -328473.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -328484.031250 Penalty: 4240.247070
	Iteration 18Q: 3 clusters Score -328484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -328498.062500 Penalty: 4240.247070
	Iteration 19Q: 3 clusters Score -328498.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -328506.718750 Penalty: 4240.247070
	Iteration 20F: 3 clusters Score -328506.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -328510.093750 Penalty: 4240.247070
	Iteration 21Q: 3 clusters Score -328510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -328512.562500 Penalty: 4240.247070
	Iteration 22Q: 3 clusters Score -328512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -328512.656250 Penalty: 4240.247070
	Iteration 23Q: 3 clusters Score -328512.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -328512.656250 Penalty: 4240.247070
	Iteration 24F: 3 clusters Score -328512.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Entering Unmasked Estep 
Score: -2999387.500000 Penalty: 2603.326416
	Iteration 0F: 2 clusters Score -2999388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2974773.000000 Penalty: 5206.652832
	Iteration 0F: 3 clusters Score -2974773 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2983718.500000 Penalty: 5206.652832
	Iteration 1F: 3 clusters Score -2983718 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2984412.750000 Penalty: 5206.652832
	Iteration 2F: 3 clusters Score -2984413 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2985181.250000 Penalty: 5206.652832
	Iteration 3Q: 3 clusters Score -2985181 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2986229.500000 Penalty: 5206.652832
	Iteration 4F: 3 clusters Score -2986230 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2987664.750000 Penalty: 5206.652832
	Iteration 5F: 3 clusters Score -2987665 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2989367.750000 Penalty: 5206.652832
	Iteration 6F: 3 clusters Score -2989368 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2991370.250000 Penalty: 5206.652832
	Iteration 7F: 3 clusters Score -2991370 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2993278.250000 Penalty: 5206.652832
	Iteration 8F: 3 clusters Score -2993278 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2994854.000000 Penalty: 5206.652832
	Iteration 9Q: 3 clusters Score -2994854 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2995898.500000 Penalty: 5206.652832
	Iteration 10Q: 3 clusters Score -2995898 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2996494.500000 Penalty: 5206.652832
	Iteration 11Q: 3 clusters Score -2996494 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2996770.750000 Penalty: 5206.652832
	Iteration 12Q: 3 clusters Score -2996771 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2996909.500000 Penalty: 5206.652832
	Iteration 13Q: 3 clusters Score -2996910 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2996978.250000 Penalty: 5206.652832
	Iteration 14Q: 3 clusters Score -2996978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2997024.750000 Penalty: 5206.652832
	Iteration 15Q: 3 clusters Score -2997025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2997061.750000 Penalty: 5206.652832
	Iteration 16Q: 3 clusters Score -2997062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2997085.750000 Penalty: 5206.652832
	Iteration 17Q: 3 clusters Score -2997086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2997095.500000 Penalty: 5206.652832
	Iteration 18Q: 3 clusters Score -2997096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2997101.750000 Penalty: 5206.652832
	Iteration 19Q: 3 clusters Score -2997102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2997110.750000 Penalty: 5206.652832
	Iteration 20F: 3 clusters Score -2997111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2997115.250000 Penalty: 5206.652832
	Iteration 21Q: 3 clusters Score -2997115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2997118.250000 Penalty: 5206.652832
	Iteration 22Q: 3 clusters Score -2997118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2997120.500000 Penalty: 5206.652832
	Iteration 23Q: 3 clusters Score -2997120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2997118.750000 Penalty: 5206.652832
	Iteration 24Q: 3 clusters Score -2997119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2997121.000000 Penalty: 5206.652832
	Iteration 25Q: 3 clusters Score -2997121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2997128.250000 Penalty: 5206.652832
	Iteration 26Q: 3 clusters Score -2997128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2997134.750000 Penalty: 5206.652832
	Iteration 27Q: 3 clusters Score -2997135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2997139.750000 Penalty: 5206.652832
	Iteration 28Q: 3 clusters Score -2997140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2997145.750000 Penalty: 5206.652832
	Iteration 29Q: 3 clusters Score -2997146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2997151.750000 Penalty: 5206.652832
	Iteration 30Q: 3 clusters Score -2997152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2997154.750000 Penalty: 5206.652832
	Iteration 31Q: 3 clusters Score -2997155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2997154.750000 Penalty: 5206.652832
	Iteration 32F: 3 clusters Score -2997155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -36427.105469 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -36427.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34859.039062 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -34859.04 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35096.175781 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -35096.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35168.847656 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -35168.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35190.371094 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -35190.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35200.972656 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -35200.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35218.441406 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -35218.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35225.699219 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -35225.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35231.039062 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -35231.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35231.992188 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -35231.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35231.992188 Penalty: 3158.620605
	Iteration 9F: 3 clusters Score -35231.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Entering Unmasked Estep 
Score: -297997.187500 Penalty: 2050.899902
	Iteration 0F: 2 clusters Score -297997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -294199.781250 Penalty: 4101.799805
	Iteration 0F: 3 clusters Score -294199.8 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -295097.125000 Penalty: 4101.799805
	Iteration 1F: 3 clusters Score -295097.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -295322.875000 Penalty: 4101.799805
	Iteration 2F: 3 clusters Score -295322.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -295495.593750 Penalty: 4101.799805
	Iteration 3F: 3 clusters Score -295495.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -295602.625000 Penalty: 4101.799805
	Iteration 4Q: 3 clusters Score -295602.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -295676.937500 Penalty: 4101.799805
	Iteration 5Q: 3 clusters Score -295676.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -295732.656250 Penalty: 4101.799805
	Iteration 6Q: 3 clusters Score -295732.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -295769.250000 Penalty: 4101.799805
	Iteration 7Q: 3 clusters Score -295769.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -295801.718750 Penalty: 4101.799805
	Iteration 8Q: 3 clusters Score -295801.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -295831.750000 Penalty: 4101.799805
	Iteration 9Q: 3 clusters Score -295831.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -295866.750000 Penalty: 4101.799805
	Iteration 10Q: 3 clusters Score -295866.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -295887.125000 Penalty: 4101.799805
	Iteration 11Q: 3 clusters Score -295887.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -295904.031250 Penalty: 4101.799805
	Iteration 12Q: 3 clusters Score -295904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -295918.750000 Penalty: 4101.799805
	Iteration 13Q: 3 clusters Score -295918.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -295932.093750 Penalty: 4101.799805
	Iteration 14Q: 3 clusters Score -295932.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -295945.531250 Penalty: 4101.799805
	Iteration 15Q: 3 clusters Score -295945.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -295956.125000 Penalty: 4101.799805
	Iteration 16Q: 3 clusters Score -295956.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -295970.250000 Penalty: 4101.799805
	Iteration 17Q: 3 clusters Score -295970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -295980.093750 Penalty: 4101.799805
	Iteration 18Q: 3 clusters Score -295980.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -295991.843750 Penalty: 4101.799805
	Iteration 19Q: 3 clusters Score -295991.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -296002.687500 Penalty: 4101.799805
	Iteration 20F: 3 clusters Score -296002.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -296012.218750 Penalty: 4101.799805
	Iteration 21Q: 3 clusters Score -296012.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -296024.062500 Penalty: 4101.799805
	Iteration 22Q: 3 clusters Score -296024.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -296033.093750 Penalty: 4101.799805
	Iteration 23Q: 3 clusters Score -296033.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -296046.500000 Penalty: 4101.799805
	Iteration 24Q: 3 clusters Score -296046.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -296059.843750 Penalty: 4101.799805
	Iteration 25Q: 3 clusters Score -296059.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -296070.937500 Penalty: 4101.799805
	Iteration 26Q: 3 clusters Score -296070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -296078.843750 Penalty: 4101.799805
	Iteration 27Q: 3 clusters Score -296078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -296089.187500 Penalty: 4101.799805
	Iteration 28Q: 3 clusters Score -296089.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -296095.187500 Penalty: 4101.799805
	Iteration 29Q: 3 clusters Score -296095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -296099.812500 Penalty: 4101.799805
	Iteration 30Q: 3 clusters Score -296099.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -296107.000000 Penalty: 4101.799805
	Iteration 31Q: 3 clusters Score -296107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -296112.781250 Penalty: 4101.799805
	Iteration 32Q: 3 clusters Score -296112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -296121.562500 Penalty: 4101.799805
	Iteration 33Q: 3 clusters Score -296121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -296129.656250 Penalty: 4101.799805
	Iteration 34Q: 3 clusters Score -296129.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -296138.281250 Penalty: 4101.799805
	Iteration 35Q: 3 clusters Score -296138.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -296145.437500 Penalty: 4101.799805
	Iteration 36Q: 3 clusters Score -296145.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -296149.937500 Penalty: 4101.799805
	Iteration 37Q: 3 clusters Score -296149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -296153.062500 Penalty: 4101.799805
	Iteration 38Q: 3 clusters Score -296153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -296157.812500 Penalty: 4101.799805
	Iteration 39Q: 3 clusters Score -296157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -296161.000000 Penalty: 4101.799805
	Iteration 40F: 3 clusters Score -296161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -296162.906250 Penalty: 4101.799805
	Iteration 41Q: 3 clusters Score -296162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -296166.218750 Penalty: 4101.799805
	Iteration 42Q: 3 clusters Score -296166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -296167.781250 Penalty: 4101.799805
	Iteration 43Q: 3 clusters Score -296167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -296168.000000 Penalty: 4101.799805
	Iteration 44Q: 3 clusters Score -296168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -296169.343750 Penalty: 4101.799805
	Iteration 45Q: 3 clusters Score -296169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -296169.343750 Penalty: 4101.799805
	Iteration 46F: 3 clusters Score -296169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -513427.531250 Penalty: 2175.107422
	Iteration 0F: 2 clusters Score -513427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -508015.531250 Penalty: 4350.214844
	Iteration 0F: 3 clusters Score -508015.5 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -509409.187500 Penalty: 4350.214844
	Iteration 1F: 3 clusters Score -509409.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -509706.187500 Penalty: 4350.214844
	Iteration 2F: 3 clusters Score -509706.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -509921.500000 Penalty: 4350.214844
	Iteration 3F: 3 clusters Score -509921.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -510106.312500 Penalty: 4350.214844
	Iteration 4Q: 3 clusters Score -510106.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -510310.031250 Penalty: 4350.214844
	Iteration 5Q: 3 clusters Score -510310 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -510517.406250 Penalty: 4350.214844
	Iteration 6F: 3 clusters Score -510517.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -510717.062500 Penalty: 4350.214844
	Iteration 7Q: 3 clusters Score -510717.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -510919.437500 Penalty: 4350.214844
	Iteration 8Q: 3 clusters Score -510919.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -511077.812500 Penalty: 4350.214844
	Iteration 9Q: 3 clusters Score -511077.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -511201.250000 Penalty: 4350.214844
	Iteration 10Q: 3 clusters Score -511201.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -511315.250000 Penalty: 4350.214844
	Iteration 11Q: 3 clusters Score -511315.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -511416.343750 Penalty: 4350.214844
	Iteration 12Q: 3 clusters Score -511416.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -511501.031250 Penalty: 4350.214844
	Iteration 13Q: 3 clusters Score -511501 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -511559.312500 Penalty: 4350.214844
	Iteration 14Q: 3 clusters Score -511559.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -511611.906250 Penalty: 4350.214844
	Iteration 15Q: 3 clusters Score -511611.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -511660.468750 Penalty: 4350.214844
	Iteration 16Q: 3 clusters Score -511660.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -511699.218750 Penalty: 4350.214844
	Iteration 17Q: 3 clusters Score -511699.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -511739.937500 Penalty: 4350.214844
	Iteration 18Q: 3 clusters Score -511739.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -511774.187500 Penalty: 4350.214844
	Iteration 19Q: 3 clusters Score -511774.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -511798.343750 Penalty: 4350.214844
	Iteration 20F: 3 clusters Score -511798.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -511815.875000 Penalty: 4350.214844
	Iteration 21Q: 3 clusters Score -511815.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -511828.343750 Penalty: 4350.214844
	Iteration 22Q: 3 clusters Score -511828.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -511844.031250 Penalty: 4350.214844
	Iteration 23Q: 3 clusters Score -511844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -511858.093750 Penalty: 4350.214844
	Iteration 24Q: 3 clusters Score -511858.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -511869.906250 Penalty: 4350.214844
	Iteration 25Q: 3 clusters Score -511869.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -511879.937500 Penalty: 4350.214844
	Iteration 26Q: 3 clusters Score -511879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -511888.125000 Penalty: 4350.214844
	Iteration 27Q: 3 clusters Score -511888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -511894.937500 Penalty: 4350.214844
	Iteration 28Q: 3 clusters Score -511894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -511900.187500 Penalty: 4350.214844
	Iteration 29Q: 3 clusters Score -511900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -511907.093750 Penalty: 4350.214844
	Iteration 30Q: 3 clusters Score -511907.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -511913.187500 Penalty: 4350.214844
	Iteration 31Q: 3 clusters Score -511913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -511918.031250 Penalty: 4350.214844
	Iteration 32Q: 3 clusters Score -511918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -511924.718750 Penalty: 4350.214844
	Iteration 33Q: 3 clusters Score -511924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -511927.218750 Penalty: 4350.214844
	Iteration 34Q: 3 clusters Score -511927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -511931.000000 Penalty: 4350.214844
	Iteration 35Q: 3 clusters Score -511931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -511933.156250 Penalty: 4350.214844
	Iteration 36Q: 3 clusters Score -511933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -511937.125000 Penalty: 4350.214844
	Iteration 37Q: 3 clusters Score -511937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -511942.406250 Penalty: 4350.214844
	Iteration 38Q: 3 clusters Score -511942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -511944.437500 Penalty: 4350.214844
	Iteration 39Q: 3 clusters Score -511944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -511946.781250 Penalty: 4350.214844
	Iteration 40F: 3 clusters Score -511946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -511947.875000 Penalty: 4350.214844
	Iteration 41Q: 3 clusters Score -511947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -511947.875000 Penalty: 4350.214844
	Iteration 42F: 3 clusters Score -511947.9 nChanged 0
22->36 Clusters: Score -142791232.000000, best is -142803952.000000

Starting from 23 clusters...
--- Clustering full data set of 1821684 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 83047 members 
Mstep: Class 3 contains 83081 members 
Mstep: Class 4 contains 82936 members 
Mstep: Class 5 contains 82549 members 
Mstep: Class 6 contains 82667 members 
Mstep: Class 7 contains 82599 members 
Mstep: Class 8 contains 82724 members 
Mstep: Class 9 contains 82907 members 
Mstep: Class 10 contains 82574 members 
Mstep: Class 11 contains 82560 members 
Mstep: Class 12 contains 83272 members 
Mstep: Class 13 contains 82441 members 
Mstep: Class 14 contains 83109 members 
Mstep: Class 15 contains 82765 members 
Mstep: Class 16 contains 82528 members 
Mstep: Class 17 contains 82890 members 
Mstep: Class 18 contains 83182 members 
Mstep: Class 19 contains 82616 members 
Mstep: Class 20 contains 82742 members 
Mstep: Class 21 contains 82706 members 
Mstep: Class 22 contains 82893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1574.739868 but Gain 3574.992188
Score: -134670976.000000 Penalty: 75074.734375
Iteration 0F: 22 clusters Score -1.34671e+08 nChanged 1728832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1173 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 63888 members 
Mstep: Class 3 contains 124072 members 
Mstep: Class 4 contains 62287 members 
Mstep: Class 6 contains 71701 members 
Mstep: Class 7 contains 182205 members 
Mstep: Class 8 contains 74979 members 
Mstep: Class 9 contains 106426 members 
Mstep: Class 10 contains 87327 members 
Mstep: Class 11 contains 63531 members 
Mstep: Class 12 contains 64912 members 
Mstep: Class 13 contains 84044 members 
Mstep: Class 14 contains 82076 members 
Mstep: Class 15 contains 71624 members 
Mstep: Class 16 contains 89897 members 
Mstep: Class 17 contains 54689 members 
Mstep: Class 18 contains 84690 members 
Mstep: Class 19 contains 102699 members 
Mstep: Class 20 contains 70143 members 
Mstep: Class 21 contains 63435 members 
Mstep: Class 22 contains 121317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139683904.000000 Penalty: 75074.734375
Iteration 1F: 22 clusters Score -1.396839e+08 nChanged 604594
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 57209 members 
Mstep: Class 3 contains 136065 members 
Mstep: Class 4 contains 44081 members 
Mstep: Class 6 contains 53519 members 
Mstep: Class 7 contains 219583 members 
Mstep: Class 8 contains 86988 members 
Mstep: Class 9 contains 85720 members 
Mstep: Class 10 contains 98212 members 
Mstep: Class 11 contains 51401 members 
Mstep: Class 12 contains 54995 members 
Mstep: Class 13 contains 100047 members 
Mstep: Class 14 contains 88080 members 
Mstep: Class 15 contains 59004 members 
Mstep: Class 16 contains 75555 members 
Mstep: Class 17 contains 33635 members 
Mstep: Class 18 contains 72576 members 
Mstep: Class 19 contains 118765 members 
Mstep: Class 20 contains 70768 members 
Mstep: Class 21 contains 54797 members 
Mstep: Class 22 contains 197882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140598480.000000 Penalty: 75074.734375
Iteration 2F: 22 clusters Score -1.405985e+08 nChanged 428172
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 51098 members 
Mstep: Class 3 contains 141655 members 
Mstep: Class 4 contains 27647 members 
Mstep: Class 6 contains 55175 members 
Mstep: Class 7 contains 283361 members 
Mstep: Class 8 contains 91324 members 
Mstep: Class 9 contains 67236 members 
Mstep: Class 10 contains 93428 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 44172 members 
Mstep: Class 13 contains 105146 members 
Mstep: Class 14 contains 86706 members 
Mstep: Class 15 contains 46792 members 
Mstep: Class 16 contains 61541 members 
Mstep: Class 17 contains 19295 members 
Mstep: Class 18 contains 63136 members 
Mstep: Class 19 contains 126117 members 
Mstep: Class 20 contains 59585 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 253179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141012592.000000 Penalty: 75074.734375
Iteration 3F: 22 clusters Score -1.410126e+08 nChanged 324181
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 46167 members 
Mstep: Class 3 contains 152900 members 
Mstep: Class 4 contains 21112 members 
Mstep: Class 6 contains 58675 members 
Mstep: Class 7 contains 369045 members 
Mstep: Class 8 contains 89557 members 
Mstep: Class 9 contains 50894 members 
Mstep: Class 10 contains 81470 members 
Mstep: Class 11 contains 47760 members 
Mstep: Class 12 contains 31726 members 
Mstep: Class 13 contains 97689 members 
Mstep: Class 14 contains 79249 members 
Mstep: Class 15 contains 37260 members 
Mstep: Class 16 contains 46594 members 
Mstep: Class 17 contains 12602 members 
Mstep: Class 18 contains 56938 members 
Mstep: Class 19 contains 120870 members 
Mstep: Class 20 contains 45193 members 
Mstep: Class 21 contains 30966 members 
Mstep: Class 22 contains 295838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141296656.000000 Penalty: 75074.734375
Iteration 4F: 22 clusters Score -1.412967e+08 nChanged 280305
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 44547 members 
Mstep: Class 3 contains 167107 members 
Mstep: Class 4 contains 19634 members 
Mstep: Class 6 contains 58620 members 
Mstep: Class 7 contains 473268 members 
Mstep: Class 8 contains 83221 members 
Mstep: Class 9 contains 34688 members 
Mstep: Class 10 contains 68040 members 
Mstep: Class 11 contains 48253 members 
Mstep: Class 12 contains 20705 members 
Mstep: Class 13 contains 80487 members 
Mstep: Class 14 contains 68420 members 
Mstep: Class 15 contains 29785 members 
Mstep: Class 16 contains 31643 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 50287 members 
Mstep: Class 19 contains 105186 members 
Mstep: Class 20 contains 32226 members 
Mstep: Class 21 contains 21279 members 
Mstep: Class 22 contains 330413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141540176.000000 Penalty: 75074.734375
Iteration 5F: 22 clusters Score -1.415402e+08 nChanged 249815
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 49075 members 
Mstep: Class 3 contains 180494 members 
Mstep: Class 4 contains 19258 members 
Mstep: Class 6 contains 56173 members 
Mstep: Class 7 contains 587004 members 
Mstep: Class 8 contains 72205 members 
Mstep: Class 9 contains 20614 members 
Mstep: Class 10 contains 57293 members 
Mstep: Class 11 contains 46959 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 57381 members 
Mstep: Class 14 contains 56732 members 
Mstep: Class 15 contains 24629 members 
Mstep: Class 16 contains 19040 members 
Mstep: Class 17 contains 8057 members 
Mstep: Class 18 contains 43350 members 
Mstep: Class 19 contains 82011 members 
Mstep: Class 20 contains 23257 members 
Mstep: Class 21 contains 15399 members 
Mstep: Class 22 contains 349187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141747168.000000 Penalty: 75074.734375
Iteration 6F: 22 clusters Score -1.417472e+08 nChanged 216786
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 60828 members 
Mstep: Class 3 contains 190226 members 
Mstep: Class 4 contains 19065 members 
Mstep: Class 6 contains 52939 members 
Mstep: Class 7 contains 692740 members 
Mstep: Class 8 contains 57914 members 
Mstep: Class 9 contains 11123 members 
Mstep: Class 10 contains 50586 members 
Mstep: Class 11 contains 44012 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 35709 members 
Mstep: Class 14 contains 46817 members 
Mstep: Class 15 contains 22498 members 
Mstep: Class 16 contains 10864 members 
Mstep: Class 17 contains 7526 members 
Mstep: Class 18 contains 37630 members 
Mstep: Class 19 contains 56867 members 
Mstep: Class 20 contains 19675 members 
Mstep: Class 21 contains 13610 members 
Mstep: Class 22 contains 345259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141917408.000000 Penalty: 75074.734375
Iteration 7F: 22 clusters Score -1.419174e+08 nChanged 182942
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 76737 members 
Mstep: Class 3 contains 195997 members 
Mstep: Class 4 contains 18987 members 
Mstep: Class 6 contains 50080 members 
Mstep: Class 7 contains 780561 members 
Mstep: Class 8 contains 43252 members 
Mstep: Class 9 contains 6222 members 
Mstep: Class 10 contains 45974 members 
Mstep: Class 11 contains 40349 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 20903 members 
Mstep: Class 14 contains 40901 members 
Mstep: Class 15 contains 23324 members 
Mstep: Class 16 contains 6260 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 18 contains 33546 members 
Mstep: Class 19 contains 35337 members 
Mstep: Class 20 contains 19810 members 
Mstep: Class 21 contains 15156 members 
Mstep: Class 22 contains 319554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2248.849854 but Gain 3574.984375
Score: -142049440.000000 Penalty: 71499.750000
Iteration 8F: 21 clusters Score -1.420494e+08 nChanged 155441
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 93397 members 
Mstep: Class 3 contains 198901 members 
Mstep: Class 4 contains 19037 members 
Mstep: Class 6 contains 47735 members 
Mstep: Class 7 contains 852837 members 
Mstep: Class 8 contains 30576 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 41604 members 
Mstep: Class 11 contains 36906 members 
Mstep: Class 13 contains 13079 members 
Mstep: Class 14 contains 38560 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 8607 members 
Mstep: Class 18 contains 30966 members 
Mstep: Class 19 contains 20387 members 
Mstep: Class 20 contains 21743 members 
Mstep: Class 21 contains 17774 members 
Mstep: Class 22 contains 279504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2691.350098 but Gain 3574.992188
Score: -142155856.000000 Penalty: 67924.757812
Iteration 9F: 20 clusters Score -1.421559e+08 nChanged 130753
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 107926 members 
Mstep: Class 3 contains 199546 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 6 contains 46149 members 
Mstep: Class 7 contains 913108 members 
Mstep: Class 8 contains 20670 members 
Mstep: Class 9 contains 4337 members 
Mstep: Class 10 contains 36536 members 
Mstep: Class 11 contains 33861 members 
Mstep: Class 13 contains 9909 members 
Mstep: Class 14 contains 37979 members 
Mstep: Class 15 contains 30695 members 
Mstep: Class 17 contains 10165 members 
Mstep: Class 18 contains 29535 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 24323 members 
Mstep: Class 21 contains 19987 members 
Mstep: Class 22 contains 232269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142235808.000000 Penalty: 67924.757812
Iteration 10F: 20 clusters Score -1.422358e+08 nChanged 108494
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 119138 members 
Mstep: Class 3 contains 199406 members 
Mstep: Class 4 contains 19595 members 
Mstep: Class 6 contains 44651 members 
Mstep: Class 7 contains 962606 members 
Mstep: Class 8 contains 13457 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 31870 members 
Mstep: Class 11 contains 31491 members 
Mstep: Class 13 contains 9607 members 
Mstep: Class 14 contains 37614 members 
Mstep: Class 15 contains 34617 members 
Mstep: Class 17 contains 11820 members 
Mstep: Class 18 contains 28826 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 26867 members 
Mstep: Class 21 contains 21644 members 
Mstep: Class 22 contains 184288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3187.782471 but Gain 3574.984375
Score: -142288496.000000 Penalty: 64349.773438
Iteration 11F: 19 clusters Score -1.422885e+08 nChanged 94203
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 128861 members 
Mstep: Class 3 contains 199781 members 
Mstep: Class 4 contains 20184 members 
Mstep: Class 6 contains 43369 members 
Mstep: Class 7 contains 1001180 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 28327 members 
Mstep: Class 11 contains 29850 members 
Mstep: Class 13 contains 10758 members 
Mstep: Class 14 contains 37170 members 
Mstep: Class 15 contains 38165 members 
Mstep: Class 17 contains 13544 members 
Mstep: Class 18 contains 28447 members 
Mstep: Class 20 contains 28984 members 
Mstep: Class 21 contains 22870 members 
Mstep: Class 22 contains 142839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142334128.000000 Penalty: 64349.773438
Iteration 12F: 19 clusters Score -1.423341e+08 nChanged 75060
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 135518 members 
Mstep: Class 3 contains 200965 members 
Mstep: Class 4 contains 21006 members 
Mstep: Class 6 contains 42296 members 
Mstep: Class 7 contains 1024760 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 25878 members 
Mstep: Class 11 contains 28525 members 
Mstep: Class 13 contains 12492 members 
Mstep: Class 14 contains 36777 members 
Mstep: Class 15 contains 41311 members 
Mstep: Class 17 contains 15367 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 20 contains 30852 members 
Mstep: Class 21 contains 23607 members 
Mstep: Class 22 contains 108435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142366816.000000 Penalty: 64349.773438
Iteration 13Q: 19 clusters Score -1.423668e+08 nChanged 62672
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 141186 members 
Mstep: Class 3 contains 203171 members 
Mstep: Class 4 contains 21885 members 
Mstep: Class 6 contains 41263 members 
Mstep: Class 7 contains 1038956 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 24343 members 
Mstep: Class 11 contains 27265 members 
Mstep: Class 13 contains 14377 members 
Mstep: Class 14 contains 36402 members 
Mstep: Class 15 contains 43901 members 
Mstep: Class 17 contains 17285 members 
Mstep: Class 18 contains 28031 members 
Mstep: Class 20 contains 32428 members 
Mstep: Class 21 contains 24091 members 
Mstep: Class 22 contains 81624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3276.805664 but Gain 3574.988281
Score: -142392352.000000 Penalty: 60774.785156
Iteration 14Q: 18 clusters Score -1.423924e+08 nChanged 54819
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 146213 members 
Mstep: Class 3 contains 206042 members 
Mstep: Class 4 contains 22919 members 
Mstep: Class 6 contains 40338 members 
Mstep: Class 7 contains 1049175 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 23434 members 
Mstep: Class 11 contains 26040 members 
Mstep: Class 13 contains 16238 members 
Mstep: Class 14 contains 36064 members 
Mstep: Class 15 contains 45903 members 
Mstep: Class 17 contains 19294 members 
Mstep: Class 18 contains 27610 members 
Mstep: Class 20 contains 33790 members 
Mstep: Class 21 contains 24356 members 
Mstep: Class 22 contains 61693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142416288.000000 Penalty: 60774.785156
Iteration 15Q: 18 clusters Score -1.424163e+08 nChanged 42276
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 149985 members 
Mstep: Class 3 contains 209360 members 
Mstep: Class 4 contains 24094 members 
Mstep: Class 6 contains 39458 members 
Mstep: Class 7 contains 1051330 members 
Mstep: Class 9 contains 17804 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 13 contains 18071 members 
Mstep: Class 14 contains 35817 members 
Mstep: Class 15 contains 47381 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 27109 members 
Mstep: Class 20 contains 35063 members 
Mstep: Class 21 contains 24477 members 
Mstep: Class 22 contains 47195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142435168.000000 Penalty: 60774.785156
Iteration 16Q: 18 clusters Score -1.424352e+08 nChanged 34952
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 153162 members 
Mstep: Class 3 contains 212735 members 
Mstep: Class 4 contains 25255 members 
Mstep: Class 6 contains 38588 members 
Mstep: Class 7 contains 1050584 members 
Mstep: Class 9 contains 19674 members 
Mstep: Class 10 contains 22457 members 
Mstep: Class 11 contains 23523 members 
Mstep: Class 13 contains 19849 members 
Mstep: Class 14 contains 35517 members 
Mstep: Class 15 contains 48453 members 
Mstep: Class 17 contains 23085 members 
Mstep: Class 18 contains 26622 members 
Mstep: Class 20 contains 36131 members 
Mstep: Class 21 contains 24537 members 
Mstep: Class 22 contains 37002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142452256.000000 Penalty: 60774.785156
Iteration 17Q: 18 clusters Score -1.424523e+08 nChanged 29004
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 155789 members 
Mstep: Class 3 contains 215875 members 
Mstep: Class 4 contains 26188 members 
Mstep: Class 6 contains 37744 members 
Mstep: Class 7 contains 1047770 members 
Mstep: Class 9 contains 21165 members 
Mstep: Class 10 contains 22001 members 
Mstep: Class 11 contains 22461 members 
Mstep: Class 13 contains 21544 members 
Mstep: Class 14 contains 35240 members 
Mstep: Class 15 contains 49301 members 
Mstep: Class 17 contains 24757 members 
Mstep: Class 18 contains 26346 members 
Mstep: Class 20 contains 36956 members 
Mstep: Class 21 contains 24561 members 
Mstep: Class 22 contains 30317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142466928.000000 Penalty: 60774.785156
Iteration 18Q: 18 clusters Score -1.424669e+08 nChanged 24768
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 157883 members 
Mstep: Class 3 contains 218741 members 
Mstep: Class 4 contains 26985 members 
Mstep: Class 6 contains 36886 members 
Mstep: Class 7 contains 1043235 members 
Mstep: Class 9 contains 22453 members 
Mstep: Class 10 contains 21413 members 
Mstep: Class 11 contains 21540 members 
Mstep: Class 13 contains 23086 members 
Mstep: Class 14 contains 34926 members 
Mstep: Class 15 contains 49916 members 
Mstep: Class 17 contains 26270 members 
Mstep: Class 18 contains 26293 members 
Mstep: Class 20 contains 37676 members 
Mstep: Class 21 contains 24571 members 
Mstep: Class 22 contains 26808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142484336.000000 Penalty: 60774.785156
Iteration 19Q: 18 clusters Score -1.424843e+08 nChanged 21719
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 159606 members 
Mstep: Class 3 contains 220945 members 
Mstep: Class 4 contains 27702 members 
Mstep: Class 6 contains 35990 members 
Mstep: Class 7 contains 1036285 members 
Mstep: Class 9 contains 23594 members 
Mstep: Class 10 contains 20824 members 
Mstep: Class 11 contains 20766 members 
Mstep: Class 13 contains 24382 members 
Mstep: Class 14 contains 34618 members 
Mstep: Class 15 contains 50381 members 
Mstep: Class 17 contains 27542 members 
Mstep: Class 18 contains 26446 members 
Mstep: Class 20 contains 38308 members 
Mstep: Class 21 contains 24532 members 
Mstep: Class 22 contains 27234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142505696.000000 Penalty: 60774.785156
Iteration 20F: 18 clusters Score -1.425057e+08 nChanged 22903
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 160938 members 
Mstep: Class 3 contains 222777 members 
Mstep: Class 4 contains 28489 members 
Mstep: Class 6 contains 35116 members 
Mstep: Class 7 contains 1027287 members 
Mstep: Class 9 contains 25142 members 
Mstep: Class 10 contains 22088 members 
Mstep: Class 11 contains 19773 members 
Mstep: Class 13 contains 25545 members 
Mstep: Class 14 contains 34278 members 
Mstep: Class 15 contains 50712 members 
Mstep: Class 17 contains 28624 members 
Mstep: Class 18 contains 24893 members 
Mstep: Class 20 contains 38909 members 
Mstep: Class 21 contains 24466 members 
Mstep: Class 22 contains 30814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142524384.000000 Penalty: 60774.785156
Iteration 21Q: 18 clusters Score -1.425244e+08 nChanged 22965
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 162082 members 
Mstep: Class 3 contains 224204 members 
Mstep: Class 4 contains 29264 members 
Mstep: Class 6 contains 34159 members 
Mstep: Class 7 contains 1018332 members 
Mstep: Class 9 contains 26250 members 
Mstep: Class 10 contains 23459 members 
Mstep: Class 11 contains 18848 members 
Mstep: Class 13 contains 26613 members 
Mstep: Class 14 contains 34053 members 
Mstep: Class 15 contains 50989 members 
Mstep: Class 17 contains 29532 members 
Mstep: Class 18 contains 23365 members 
Mstep: Class 20 contains 39446 members 
Mstep: Class 21 contains 24375 members 
Mstep: Class 22 contains 35506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142544832.000000 Penalty: 60774.785156
Iteration 22Q: 18 clusters Score -1.425448e+08 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 163036 members 
Mstep: Class 3 contains 225256 members 
Mstep: Class 4 contains 30084 members 
Mstep: Class 6 contains 33153 members 
Mstep: Class 7 contains 1009637 members 
Mstep: Class 9 contains 26846 members 
Mstep: Class 10 contains 24332 members 
Mstep: Class 11 contains 17996 members 
Mstep: Class 13 contains 27618 members 
Mstep: Class 14 contains 33882 members 
Mstep: Class 15 contains 51226 members 
Mstep: Class 17 contains 30355 members 
Mstep: Class 18 contains 22919 members 
Mstep: Class 20 contains 40040 members 
Mstep: Class 21 contains 24259 members 
Mstep: Class 22 contains 40351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142560288.000000 Penalty: 60774.785156
Iteration 23Q: 18 clusters Score -1.425603e+08 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 163791 members 
Mstep: Class 3 contains 226110 members 
Mstep: Class 4 contains 30860 members 
Mstep: Class 6 contains 32155 members 
Mstep: Class 7 contains 1001344 members 
Mstep: Class 9 contains 27166 members 
Mstep: Class 10 contains 24454 members 
Mstep: Class 11 contains 17293 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 33720 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 17 contains 31074 members 
Mstep: Class 18 contains 23541 members 
Mstep: Class 20 contains 40712 members 
Mstep: Class 21 contains 24108 members 
Mstep: Class 22 contains 45173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142570144.000000 Penalty: 60774.785156
Iteration 24Q: 18 clusters Score -1.425701e+08 nChanged 17479
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 164403 members 
Mstep: Class 3 contains 227109 members 
Mstep: Class 4 contains 31651 members 
Mstep: Class 6 contains 31121 members 
Mstep: Class 7 contains 993669 members 
Mstep: Class 9 contains 27226 members 
Mstep: Class 10 contains 24225 members 
Mstep: Class 11 contains 16746 members 
Mstep: Class 13 contains 29357 members 
Mstep: Class 14 contains 33557 members 
Mstep: Class 15 contains 51454 members 
Mstep: Class 17 contains 31728 members 
Mstep: Class 18 contains 24448 members 
Mstep: Class 20 contains 41329 members 
Mstep: Class 21 contains 23973 members 
Mstep: Class 22 contains 49683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142578144.000000 Penalty: 60774.785156
Iteration 25Q: 18 clusters Score -1.425781e+08 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 164881 members 
Mstep: Class 3 contains 228240 members 
Mstep: Class 4 contains 32456 members 
Mstep: Class 6 contains 30121 members 
Mstep: Class 7 contains 986465 members 
Mstep: Class 9 contains 27161 members 
Mstep: Class 10 contains 23854 members 
Mstep: Class 11 contains 16292 members 
Mstep: Class 13 contains 30051 members 
Mstep: Class 14 contains 33391 members 
Mstep: Class 15 contains 51522 members 
Mstep: Class 17 contains 32285 members 
Mstep: Class 18 contains 25390 members 
Mstep: Class 20 contains 41944 members 
Mstep: Class 21 contains 23834 members 
Mstep: Class 22 contains 53995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142585216.000000 Penalty: 60774.785156
Iteration 26Q: 18 clusters Score -1.425852e+08 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 165241 members 
Mstep: Class 3 contains 229468 members 
Mstep: Class 4 contains 33166 members 
Mstep: Class 6 contains 29115 members 
Mstep: Class 7 contains 979855 members 
Mstep: Class 9 contains 26959 members 
Mstep: Class 10 contains 23553 members 
Mstep: Class 11 contains 15978 members 
Mstep: Class 13 contains 30684 members 
Mstep: Class 14 contains 33192 members 
Mstep: Class 15 contains 51528 members 
Mstep: Class 17 contains 32822 members 
Mstep: Class 18 contains 26258 members 
Mstep: Class 20 contains 42427 members 
Mstep: Class 21 contains 23697 members 
Mstep: Class 22 contains 58044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142590224.000000 Penalty: 60774.785156
Iteration 27Q: 18 clusters Score -1.425902e+08 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 165478 members 
Mstep: Class 3 contains 230657 members 
Mstep: Class 4 contains 33864 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 973976 members 
Mstep: Class 9 contains 26696 members 
Mstep: Class 10 contains 23263 members 
Mstep: Class 11 contains 15812 members 
Mstep: Class 13 contains 31266 members 
Mstep: Class 14 contains 32981 members 
Mstep: Class 15 contains 51525 members 
Mstep: Class 17 contains 33211 members 
Mstep: Class 18 contains 27085 members 
Mstep: Class 20 contains 42841 members 
Mstep: Class 21 contains 23571 members 
Mstep: Class 22 contains 61734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142594448.000000 Penalty: 60774.785156
Iteration 28Q: 18 clusters Score -1.425944e+08 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 165589 members 
Mstep: Class 3 contains 231870 members 
Mstep: Class 4 contains 34489 members 
Mstep: Class 6 contains 27047 members 
Mstep: Class 7 contains 968748 members 
Mstep: Class 9 contains 26386 members 
Mstep: Class 10 contains 23030 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 13 contains 31786 members 
Mstep: Class 14 contains 32768 members 
Mstep: Class 15 contains 51481 members 
Mstep: Class 17 contains 33555 members 
Mstep: Class 18 contains 27924 members 
Mstep: Class 20 contains 43146 members 
Mstep: Class 21 contains 23464 members 
Mstep: Class 22 contains 64962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142598432.000000 Penalty: 60774.785156
Iteration 29Q: 18 clusters Score -1.425984e+08 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 165705 members 
Mstep: Class 3 contains 233038 members 
Mstep: Class 4 contains 35010 members 
Mstep: Class 6 contains 25944 members 
Mstep: Class 7 contains 964086 members 
Mstep: Class 9 contains 26061 members 
Mstep: Class 10 contains 22857 members 
Mstep: Class 11 contains 15824 members 
Mstep: Class 13 contains 32264 members 
Mstep: Class 14 contains 32529 members 
Mstep: Class 15 contains 51443 members 
Mstep: Class 17 contains 33884 members 
Mstep: Class 18 contains 28735 members 
Mstep: Class 20 contains 43387 members 
Mstep: Class 21 contains 23366 members 
Mstep: Class 22 contains 67781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142601600.000000 Penalty: 60774.785156
Iteration 30Q: 18 clusters Score -1.426016e+08 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 165782 members 
Mstep: Class 3 contains 234192 members 
Mstep: Class 4 contains 35482 members 
Mstep: Class 6 contains 24765 members 
Mstep: Class 7 contains 959948 members 
Mstep: Class 9 contains 25737 members 
Mstep: Class 10 contains 22747 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 13 contains 32743 members 
Mstep: Class 14 contains 32321 members 
Mstep: Class 15 contains 51392 members 
Mstep: Class 17 contains 34203 members 
Mstep: Class 18 contains 29526 members 
Mstep: Class 20 contains 43555 members 
Mstep: Class 21 contains 23243 members 
Mstep: Class 22 contains 70207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142604976.000000 Penalty: 60774.785156
Iteration 31Q: 18 clusters Score -1.42605e+08 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 165807 members 
Mstep: Class 3 contains 235317 members 
Mstep: Class 4 contains 35975 members 
Mstep: Class 6 contains 23378 members 
Mstep: Class 7 contains 956317 members 
Mstep: Class 9 contains 25412 members 
Mstep: Class 10 contains 22658 members 
Mstep: Class 11 contains 16313 members 
Mstep: Class 13 contains 33217 members 
Mstep: Class 14 contains 32107 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 17 contains 34470 members 
Mstep: Class 18 contains 30296 members 
Mstep: Class 20 contains 43700 members 
Mstep: Class 21 contains 23113 members 
Mstep: Class 22 contains 72282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142607664.000000 Penalty: 60774.785156
Iteration 32Q: 18 clusters Score -1.426077e+08 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 165821 members 
Mstep: Class 3 contains 236461 members 
Mstep: Class 4 contains 36459 members 
Mstep: Class 6 contains 21739 members 
Mstep: Class 7 contains 953046 members 
Mstep: Class 9 contains 25129 members 
Mstep: Class 10 contains 22576 members 
Mstep: Class 11 contains 16898 members 
Mstep: Class 13 contains 33624 members 
Mstep: Class 14 contains 31880 members 
Mstep: Class 15 contains 51312 members 
Mstep: Class 17 contains 34790 members 
Mstep: Class 18 contains 31077 members 
Mstep: Class 20 contains 43856 members 
Mstep: Class 21 contains 22956 members 
Mstep: Class 22 contains 74025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142610800.000000 Penalty: 60774.785156
Iteration 33Q: 18 clusters Score -1.426108e+08 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 165808 members 
Mstep: Class 3 contains 237581 members 
Mstep: Class 4 contains 36903 members 
Mstep: Class 6 contains 19678 members 
Mstep: Class 7 contains 950100 members 
Mstep: Class 9 contains 24852 members 
Mstep: Class 10 contains 22532 members 
Mstep: Class 11 contains 17899 members 
Mstep: Class 13 contains 34023 members 
Mstep: Class 14 contains 31650 members 
Mstep: Class 15 contains 51261 members 
Mstep: Class 17 contains 35104 members 
Mstep: Class 18 contains 31861 members 
Mstep: Class 20 contains 44011 members 
Mstep: Class 21 contains 22752 members 
Mstep: Class 22 contains 75585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142615168.000000 Penalty: 60774.785156
Iteration 34Q: 18 clusters Score -1.426152e+08 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 165745 members 
Mstep: Class 3 contains 238838 members 
Mstep: Class 4 contains 37305 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 947479 members 
Mstep: Class 9 contains 24611 members 
Mstep: Class 10 contains 22513 members 
Mstep: Class 11 contains 19195 members 
Mstep: Class 13 contains 34370 members 
Mstep: Class 14 contains 31437 members 
Mstep: Class 15 contains 51207 members 
Mstep: Class 17 contains 35425 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 20 contains 44212 members 
Mstep: Class 21 contains 22557 members 
Mstep: Class 22 contains 76893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142620512.000000 Penalty: 60774.785156
Iteration 35Q: 18 clusters Score -1.426205e+08 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 165630 members 
Mstep: Class 3 contains 240193 members 
Mstep: Class 4 contains 37674 members 
Mstep: Class 6 contains 14693 members 
Mstep: Class 7 contains 945011 members 
Mstep: Class 9 contains 24433 members 
Mstep: Class 10 contains 22529 members 
Mstep: Class 11 contains 20422 members 
Mstep: Class 13 contains 34725 members 
Mstep: Class 14 contains 31246 members 
Mstep: Class 15 contains 51149 members 
Mstep: Class 17 contains 35766 members 
Mstep: Class 18 contains 33197 members 
Mstep: Class 20 contains 44517 members 
Mstep: Class 21 contains 22367 members 
Mstep: Class 22 contains 77996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142627456.000000 Penalty: 60774.785156
Iteration 36Q: 18 clusters Score -1.426275e+08 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 165454 members 
Mstep: Class 3 contains 241821 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 942696 members 
Mstep: Class 9 contains 24274 members 
Mstep: Class 10 contains 22542 members 
Mstep: Class 11 contains 21107 members 
Mstep: Class 13 contains 35103 members 
Mstep: Class 14 contains 31050 members 
Mstep: Class 15 contains 51068 members 
Mstep: Class 17 contains 36243 members 
Mstep: Class 18 contains 33781 members 
Mstep: Class 20 contains 44918 members 
Mstep: Class 21 contains 22166 members 
Mstep: Class 22 contains 78860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142638336.000000 Penalty: 60774.785156
Iteration 37Q: 18 clusters Score -1.426383e+08 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 165168 members 
Mstep: Class 3 contains 243722 members 
Mstep: Class 4 contains 38169 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 940180 members 
Mstep: Class 9 contains 24160 members 
Mstep: Class 10 contains 22578 members 
Mstep: Class 11 contains 21502 members 
Mstep: Class 13 contains 35462 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 51026 members 
Mstep: Class 17 contains 36701 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 20 contains 44976 members 
Mstep: Class 21 contains 21976 members 
Mstep: Class 22 contains 79617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142644704.000000 Penalty: 60774.785156
Iteration 38Q: 18 clusters Score -1.426447e+08 nChanged 9773
Entering ConstructFrom: 
Score: -142644704.000000 Penalty: 60774.785156
Entering ConstructFrom: 
Trying to split cluster 1 (20151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Entering Unmasked Estep 
Score: -1450655.250000 Penalty: 2457.930176
	Iteration 0F: 2 clusters Score -1450655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1436921.000000 Penalty: 4915.860352
	Iteration 0F: 3 clusters Score -1436921 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1449392.500000 Penalty: 4915.860352
	Iteration 1F: 3 clusters Score -1449392 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1459363.250000 Penalty: 4915.860352
	Iteration 2F: 3 clusters Score -1459363 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1462942.750000 Penalty: 4915.860352
	Iteration 3F: 3 clusters Score -1462943 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1464695.500000 Penalty: 4915.860352
	Iteration 4Q: 3 clusters Score -1464696 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1466462.250000 Penalty: 4915.860352
	Iteration 5Q: 3 clusters Score -1466462 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1466937.625000 Penalty: 4915.860352
	Iteration 6Q: 3 clusters Score -1466938 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1467034.500000 Penalty: 4915.860352
	Iteration 7Q: 3 clusters Score -1467034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1467081.625000 Penalty: 4915.860352
	Iteration 8Q: 3 clusters Score -1467082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1467133.625000 Penalty: 4915.860352
	Iteration 9Q: 3 clusters Score -1467134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1467170.875000 Penalty: 4915.860352
	Iteration 10Q: 3 clusters Score -1467171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1467202.875000 Penalty: 4915.860352
	Iteration 11Q: 3 clusters Score -1467203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1467215.250000 Penalty: 4915.860352
	Iteration 12Q: 3 clusters Score -1467215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1467219.250000 Penalty: 4915.860352
	Iteration 13Q: 3 clusters Score -1467219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1467230.750000 Penalty: 4915.860352
	Iteration 14Q: 3 clusters Score -1467231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1467227.875000 Penalty: 4915.860352
	Iteration 15Q: 3 clusters Score -1467228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1467226.000000 Penalty: 4915.860352
	Iteration 16Q: 3 clusters Score -1467226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1467228.625000 Penalty: 4915.860352
	Iteration 17Q: 3 clusters Score -1467229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1467233.000000 Penalty: 4915.860352
	Iteration 18Q: 3 clusters Score -1467233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1467231.250000 Penalty: 4915.860352
	Iteration 19Q: 3 clusters Score -1467231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1467235.875000 Penalty: 4915.860352
	Iteration 20F: 3 clusters Score -1467236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1467235.750000 Penalty: 4915.860352
	Iteration 21Q: 3 clusters Score -1467236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1467234.625000 Penalty: 4915.860352
	Iteration 22Q: 3 clusters Score -1467235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1467234.625000 Penalty: 4915.860352
	Iteration 23F: 3 clusters Score -1467235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 164840 members 
Mstep: Class 3 contains 245977 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 937453 members 
Mstep: Class 9 contains 24029 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Entering Unmasked Estep 
Score: -142664704.000000 Penalty: 64349.773438
Splitting cluster 1 changes total score from -142644704.000000 to -142664704.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (164840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Entering Unmasked Estep 
Score: -13411154.000000 Penalty: 2979.157227
	Iteration 0F: 2 clusters Score -1.341115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -13300403.000000 Penalty: 5958.314453
	Iteration 0F: 3 clusters Score -1.33004e+07 nChanged 79090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -13346231.000000 Penalty: 5958.314453
	Iteration 1F: 3 clusters Score -1.334623e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -13347197.000000 Penalty: 5958.314453
	Iteration 2Q: 3 clusters Score -1.33472e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -13348195.000000 Penalty: 5958.314453
	Iteration 3Q: 3 clusters Score -1.33482e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -13349612.000000 Penalty: 5958.314453
	Iteration 4Q: 3 clusters Score -1.334961e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -13351500.000000 Penalty: 5958.314453
	Iteration 5Q: 3 clusters Score -1.33515e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -13354103.000000 Penalty: 5958.314453
	Iteration 6Q: 3 clusters Score -1.33541e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80838 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -13357509.000000 Penalty: 5958.314453
	Iteration 7Q: 3 clusters Score -1.335751e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80535 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -13361858.000000 Penalty: 5958.314453
	Iteration 8Q: 3 clusters Score -1.336186e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 84479 members 
Entering Unmasked Estep 
Score: -13367732.000000 Penalty: 5958.314453
	Iteration 9F: 3 clusters Score -1.336773e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -13374500.000000 Penalty: 5958.314453
	Iteration 10F: 3 clusters Score -1.33745e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -13380156.000000 Penalty: 5958.314453
	Iteration 11F: 3 clusters Score -1.338016e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -13382928.000000 Penalty: 5958.314453
	Iteration 12Q: 3 clusters Score -1.338293e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -13383672.000000 Penalty: 5958.314453
	Iteration 13Q: 3 clusters Score -1.338367e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -13383917.000000 Penalty: 5958.314453
	Iteration 14Q: 3 clusters Score -1.338392e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -13384030.000000 Penalty: 5958.314453
	Iteration 15Q: 3 clusters Score -1.338403e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -13384133.000000 Penalty: 5958.314453
	Iteration 16Q: 3 clusters Score -1.338413e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -13384252.000000 Penalty: 5958.314453
	Iteration 17Q: 3 clusters Score -1.338425e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -13384387.000000 Penalty: 5958.314453
	Iteration 18Q: 3 clusters Score -1.338439e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -13384501.000000 Penalty: 5958.314453
	Iteration 19Q: 3 clusters Score -1.33845e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 84142 members 
Entering Unmasked Estep 
Score: -13384582.000000 Penalty: 5958.314453
	Iteration 20F: 3 clusters Score -1.338458e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -13384661.000000 Penalty: 5958.314453
	Iteration 21Q: 3 clusters Score -1.338466e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -13384761.000000 Penalty: 5958.314453
	Iteration 22Q: 3 clusters Score -1.338476e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -13384893.000000 Penalty: 5958.314453
	Iteration 23Q: 3 clusters Score -1.338489e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -13384990.000000 Penalty: 5958.314453
	Iteration 24Q: 3 clusters Score -1.338499e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -13385100.000000 Penalty: 5958.314453
	Iteration 25Q: 3 clusters Score -1.33851e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -13385232.000000 Penalty: 5958.314453
	Iteration 26Q: 3 clusters Score -1.338523e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -13385331.000000 Penalty: 5958.314453
	Iteration 27Q: 3 clusters Score -1.338533e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -13385398.000000 Penalty: 5958.314453
	Iteration 28Q: 3 clusters Score -1.33854e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -13385468.000000 Penalty: 5958.314453
	Iteration 29Q: 3 clusters Score -1.338547e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -13385515.000000 Penalty: 5958.314453
	Iteration 30Q: 3 clusters Score -1.338552e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -13385598.000000 Penalty: 5958.314453
	Iteration 31Q: 3 clusters Score -1.33856e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -13385672.000000 Penalty: 5958.314453
	Iteration 32Q: 3 clusters Score -1.338567e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -13385672.000000 Penalty: 5958.314453
	Iteration 33Q: 3 clusters Score -1.338567e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -13385711.000000 Penalty: 5958.314453
	Iteration 34Q: 3 clusters Score -1.338571e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -13385730.000000 Penalty: 5958.314453
	Iteration 35Q: 3 clusters Score -1.338573e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 81871 members 
Entering Unmasked Estep 
Score: -13385752.000000 Penalty: 5958.314453
	Iteration 36Q: 3 clusters Score -1.338575e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -13385823.000000 Penalty: 5958.314453
	Iteration 37Q: 3 clusters Score -1.338582e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -13385860.000000 Penalty: 5958.314453
	Iteration 38Q: 3 clusters Score -1.338586e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -13385904.000000 Penalty: 5958.314453
	Iteration 39Q: 3 clusters Score -1.33859e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -13385922.000000 Penalty: 5958.314453
	Iteration 40F: 3 clusters Score -1.338592e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -13385976.000000 Penalty: 5958.314453
	Iteration 41Q: 3 clusters Score -1.338598e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -13386020.000000 Penalty: 5958.314453
	Iteration 42Q: 3 clusters Score -1.338602e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -13386059.000000 Penalty: 5958.314453
	Iteration 43Q: 3 clusters Score -1.338606e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -13386092.000000 Penalty: 5958.314453
	Iteration 44Q: 3 clusters Score -1.338609e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -13386105.000000 Penalty: 5958.314453
	Iteration 45Q: 3 clusters Score -1.33861e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -13386181.000000 Penalty: 5958.314453
	Iteration 46Q: 3 clusters Score -1.338618e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 77586 members 
Entering Unmasked Estep 
Score: -13386213.000000 Penalty: 5958.314453
	Iteration 47Q: 3 clusters Score -1.338621e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -13386343.000000 Penalty: 5958.314453
	Iteration 48Q: 3 clusters Score -1.338634e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -13386364.000000 Penalty: 5958.314453
	Iteration 49Q: 3 clusters Score -1.338636e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -13386427.000000 Penalty: 5958.314453
	Iteration 50Q: 3 clusters Score -1.338643e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -13386409.000000 Penalty: 5958.314453
	Iteration 51Q: 3 clusters Score -1.338641e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -13386452.000000 Penalty: 5958.314453
	Iteration 52Q: 3 clusters Score -1.338645e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -13386538.000000 Penalty: 5958.314453
	Iteration 53Q: 3 clusters Score -1.338654e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -13386657.000000 Penalty: 5958.314453
	Iteration 54Q: 3 clusters Score -1.338666e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
Score: -13386708.000000 Penalty: 5958.314453
	Iteration 55Q: 3 clusters Score -1.338671e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -13386769.000000 Penalty: 5958.314453
	Iteration 56Q: 3 clusters Score -1.338677e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -13386878.000000 Penalty: 5958.314453
	Iteration 57Q: 3 clusters Score -1.338688e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -13387020.000000 Penalty: 5958.314453
	Iteration 58Q: 3 clusters Score -1.338702e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -13387130.000000 Penalty: 5958.314453
	Iteration 59Q: 3 clusters Score -1.338713e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -13387314.000000 Penalty: 5958.314453
	Iteration 60F: 3 clusters Score -1.338731e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -13387500.000000 Penalty: 5958.314453
	Iteration 61Q: 3 clusters Score -1.33875e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -13387742.000000 Penalty: 5958.314453
	Iteration 62Q: 3 clusters Score -1.338774e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -13388020.000000 Penalty: 5958.314453
	Iteration 63Q: 3 clusters Score -1.338802e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -13388264.000000 Penalty: 5958.314453
	Iteration 64Q: 3 clusters Score -1.338826e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106411 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -13388629.000000 Penalty: 5958.314453
	Iteration 65Q: 3 clusters Score -1.338863e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -13389047.000000 Penalty: 5958.314453
	Iteration 66Q: 3 clusters Score -1.338905e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -13389593.000000 Penalty: 5958.314453
	Iteration 67Q: 3 clusters Score -1.338959e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112792 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -13390072.000000 Penalty: 5958.314453
	Iteration 68Q: 3 clusters Score -1.339007e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -13390672.000000 Penalty: 5958.314453
	Iteration 69Q: 3 clusters Score -1.339067e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117689 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -13391513.000000 Penalty: 5958.314453
	Iteration 70Q: 3 clusters Score -1.339151e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120341 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -13392376.000000 Penalty: 5958.314453
	Iteration 71Q: 3 clusters Score -1.339238e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123206 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -13393367.000000 Penalty: 5958.314453
	Iteration 72Q: 3 clusters Score -1.339337e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126313 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -13394682.000000 Penalty: 5958.314453
	Iteration 73Q: 3 clusters Score -1.339468e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -13396100.000000 Penalty: 5958.314453
	Iteration 74Q: 3 clusters Score -1.33961e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -13397815.000000 Penalty: 5958.314453
	Iteration 75Q: 3 clusters Score -1.339782e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -13399920.000000 Penalty: 5958.314453
	Iteration 76Q: 3 clusters Score -1.339992e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.340208e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143834 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -13404281.000000 Penalty: 5958.314453
	Iteration 78Q: 3 clusters Score -1.340428e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -13406501.000000 Penalty: 5958.314453
	Iteration 79Q: 3 clusters Score -1.34065e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -13408535.000000 Penalty: 5958.314453
	Iteration 80F: 3 clusters Score -1.340854e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -13410288.000000 Penalty: 5958.314453
	Iteration 81Q: 3 clusters Score -1.341029e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -13411736.000000 Penalty: 5958.314453
	Iteration 82Q: 3 clusters Score -1.341174e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -13412697.000000 Penalty: 5958.314453
	Iteration 83Q: 3 clusters Score -1.34127e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -13413393.000000 Penalty: 5958.314453
	Iteration 84Q: 3 clusters Score -1.341339e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -13413656.000000 Penalty: 5958.314453
	Iteration 85Q: 3 clusters Score -1.341366e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -13413844.000000 Penalty: 5958.314453
	Iteration 86Q: 3 clusters Score -1.341384e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -13413942.000000 Penalty: 5958.314453
	Iteration 87Q: 3 clusters Score -1.341394e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -13414019.000000 Penalty: 5958.314453
	Iteration 88Q: 3 clusters Score -1.341402e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -13414098.000000 Penalty: 5958.314453
	Iteration 89Q: 3 clusters Score -1.34141e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -13414139.000000 Penalty: 5958.314453
	Iteration 90Q: 3 clusters Score -1.341414e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -13414161.000000 Penalty: 5958.314453
	Iteration 91Q: 3 clusters Score -1.341416e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -13414168.000000 Penalty: 5958.314453
	Iteration 92Q: 3 clusters Score -1.341417e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158125 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -13414187.000000 Penalty: 5958.314453
	Iteration 93Q: 3 clusters Score -1.341419e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158201 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -13414185.000000 Penalty: 5958.314453
	Iteration 94Q: 3 clusters Score -1.341418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -13414204.000000 Penalty: 5958.314453
	Iteration 95Q: 3 clusters Score -1.34142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158290 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -13414208.000000 Penalty: 5958.314453
	Iteration 96Q: 3 clusters Score -1.341421e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -13414248.000000 Penalty: 5958.314453
	Iteration 97Q: 3 clusters Score -1.341425e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -13414250.000000 Penalty: 5958.314453
	Iteration 98Q: 3 clusters Score -1.341425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158396 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -13414245.000000 Penalty: 5958.314453
	Iteration 99Q: 3 clusters Score -1.341424e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158425 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -13414237.000000 Penalty: 5958.314453
	Iteration 100F: 3 clusters Score -1.341424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -13414252.000000 Penalty: 5958.314453
	Iteration 101Q: 3 clusters Score -1.341425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158476 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -13414279.000000 Penalty: 5958.314453
	Iteration 102Q: 3 clusters Score -1.341428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158505 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -13414290.000000 Penalty: 5958.314453
	Iteration 103Q: 3 clusters Score -1.341429e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -13414280.000000 Penalty: 5958.314453
	Iteration 104Q: 3 clusters Score -1.341428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -13414282.000000 Penalty: 5958.314453
	Iteration 105Q: 3 clusters Score -1.341428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158586 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -13414288.000000 Penalty: 5958.314453
	Iteration 106Q: 3 clusters Score -1.341429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158598 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -13414285.000000 Penalty: 5958.314453
	Iteration 107Q: 3 clusters Score -1.341428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158615 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -13414295.000000 Penalty: 5958.314453
	Iteration 108Q: 3 clusters Score -1.34143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158638 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -13414306.000000 Penalty: 5958.314453
	Iteration 109Q: 3 clusters Score -1.341431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -13414309.000000 Penalty: 5958.314453
	Iteration 110Q: 3 clusters Score -1.341431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -13414313.000000 Penalty: 5958.314453
	Iteration 111Q: 3 clusters Score -1.341431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158685 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -13414313.000000 Penalty: 5958.314453
	Iteration 112Q: 3 clusters Score -1.341431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158691 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -13414318.000000 Penalty: 5958.314453
	Iteration 113Q: 3 clusters Score -1.341432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -13414330.000000 Penalty: 5958.314453
	Iteration 114Q: 3 clusters Score -1.341433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158710 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -13414314.000000 Penalty: 5958.314453
	Iteration 115Q: 3 clusters Score -1.341431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158716 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -13414328.000000 Penalty: 5958.314453
	Iteration 116Q: 3 clusters Score -1.341433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -13414331.000000 Penalty: 5958.314453
	Iteration 117Q: 3 clusters Score -1.341433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158728 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -13414328.000000 Penalty: 5958.314453
	Iteration 118Q: 3 clusters Score -1.341433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -13414315.000000 Penalty: 5958.314453
	Iteration 119Q: 3 clusters Score -1.341432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -13414321.000000 Penalty: 5958.314453
	Iteration 120F: 3 clusters Score -1.341432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158740 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -13414314.000000 Penalty: 5958.314453
	Iteration 121Q: 3 clusters Score -1.341431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -13414319.000000 Penalty: 5958.314453
	Iteration 122Q: 3 clusters Score -1.341432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158748 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -13414324.000000 Penalty: 5958.314453
	Iteration 123Q: 3 clusters Score -1.341432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13414326.000000 Penalty: 5958.314453
	Iteration 124Q: 3 clusters Score -1.341433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -13414328.000000 Penalty: 5958.314453
	Iteration 125Q: 3 clusters Score -1.341433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158754 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -13414323.000000 Penalty: 5958.314453
	Iteration 126Q: 3 clusters Score -1.341432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -13414323.000000 Penalty: 5958.314453
	Iteration 127Q: 3 clusters Score -1.341432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -13414324.000000 Penalty: 5958.314453
	Iteration 128Q: 3 clusters Score -1.341432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -13414324.000000 Penalty: 5958.314453
	Iteration 129F: 3 clusters Score -1.341432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 245977 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 937453 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 24029 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Entering Unmasked Estep 
Score: -142666912.000000 Penalty: 67924.757812
Splitting cluster 2 changes total score from -142644704.000000 to -142666912.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (245977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245977 members 
Entering Unmasked Estep 
Score: -19855046.000000 Penalty: 3078.422363
	Iteration 0F: 2 clusters Score -1.985505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123072 members 
Mstep: Class 2 contains 122905 members 
Entering Unmasked Estep 
Score: -19689556.000000 Penalty: 6156.844727
	Iteration 0F: 3 clusters Score -1.968956e+07 nChanged 118825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124695 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -19759338.000000 Penalty: 6156.844727
	Iteration 1F: 3 clusters Score -1.975934e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126176 members 
Mstep: Class 2 contains 119801 members 
Entering Unmasked Estep 
Score: -19760264.000000 Penalty: 6156.844727
	Iteration 2Q: 3 clusters Score -1.976026e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 117548 members 
Entering Unmasked Estep 
Score: -19761920.000000 Penalty: 6156.844727
	Iteration 3Q: 3 clusters Score -1.976192e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131935 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -19764534.000000 Penalty: 6156.844727
	Iteration 4Q: 3 clusters Score -1.976453e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137459 members 
Mstep: Class 2 contains 108518 members 
Entering Unmasked Estep 
Score: -19768724.000000 Penalty: 6156.844727
	Iteration 5Q: 3 clusters Score -1.976872e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145630 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -19775572.000000 Penalty: 6156.844727
	Iteration 6F: 3 clusters Score -1.977557e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157096 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -19785722.000000 Penalty: 6156.844727
	Iteration 7F: 3 clusters Score -1.978572e+07 nChanged 17596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171594 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -19799892.000000 Penalty: 6156.844727
	Iteration 8F: 3 clusters Score -1.979989e+07 nChanged 17585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186859 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -19816174.000000 Penalty: 6156.844727
	Iteration 9F: 3 clusters Score -1.981617e+07 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199806 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -19829332.000000 Penalty: 6156.844727
	Iteration 10F: 3 clusters Score -1.982933e+07 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209231 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -19837768.000000 Penalty: 6156.844727
	Iteration 11Q: 3 clusters Score -1.983777e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216378 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -19843192.000000 Penalty: 6156.844727
	Iteration 12Q: 3 clusters Score -1.984319e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222100 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -19846732.000000 Penalty: 6156.844727
	Iteration 13Q: 3 clusters Score -1.984673e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226795 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -19849666.000000 Penalty: 6156.844727
	Iteration 14Q: 3 clusters Score -1.984967e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230503 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -19852008.000000 Penalty: 6156.844727
	Iteration 15Q: 3 clusters Score -1.985201e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233408 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -19854054.000000 Penalty: 6156.844727
	Iteration 16Q: 3 clusters Score -1.985405e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235539 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -19855928.000000 Penalty: 6156.844727
	Iteration 17Q: 3 clusters Score -1.985593e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236975 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -19857414.000000 Penalty: 6156.844727
	Iteration 18Q: 3 clusters Score -1.985741e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237769 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -19858338.000000 Penalty: 6156.844727
	Iteration 19Q: 3 clusters Score -1.985834e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238190 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -19858752.000000 Penalty: 6156.844727
	Iteration 20F: 3 clusters Score -1.985875e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238439 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -19858894.000000 Penalty: 6156.844727
	Iteration 21Q: 3 clusters Score -1.985889e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238610 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -19858976.000000 Penalty: 6156.844727
	Iteration 22Q: 3 clusters Score -1.985898e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238719 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -19859012.000000 Penalty: 6156.844727
	Iteration 23Q: 3 clusters Score -1.985901e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238789 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -19859028.000000 Penalty: 6156.844727
	Iteration 24Q: 3 clusters Score -1.985903e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238853 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -19859032.000000 Penalty: 6156.844727
	Iteration 25Q: 3 clusters Score -1.985903e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238903 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -19859024.000000 Penalty: 6156.844727
	Iteration 26Q: 3 clusters Score -1.985902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238937 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -19859012.000000 Penalty: 6156.844727
	Iteration 27Q: 3 clusters Score -1.985901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238965 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -19859024.000000 Penalty: 6156.844727
	Iteration 28Q: 3 clusters Score -1.985902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -19859040.000000 Penalty: 6156.844727
	Iteration 29Q: 3 clusters Score -1.985904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238992 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -19859058.000000 Penalty: 6156.844727
	Iteration 30Q: 3 clusters Score -1.985906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238999 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -19859060.000000 Penalty: 6156.844727
	Iteration 31Q: 3 clusters Score -1.985906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239004 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -19859056.000000 Penalty: 6156.844727
	Iteration 32Q: 3 clusters Score -1.985906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239006 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -19859058.000000 Penalty: 6156.844727
	Iteration 33Q: 3 clusters Score -1.985906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239007 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -19859050.000000 Penalty: 6156.844727
	Iteration 34Q: 3 clusters Score -1.985905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239007 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -19859052.000000 Penalty: 6156.844727
	Iteration 35Q: 3 clusters Score -1.985905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239007 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -19859054.000000 Penalty: 6156.844727
	Iteration 36Q: 3 clusters Score -1.985905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239007 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -19859054.000000 Penalty: 6156.844727
	Iteration 37F: 3 clusters Score -1.985905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 937453 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 24029 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Entering Unmasked Estep 
Score: -142669776.000000 Penalty: 71499.750000
Splitting cluster 3 changes total score from -142644704.000000 to -142669776.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (38349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Entering Unmasked Estep 
Score: -2955243.000000 Penalty: 2617.511963
	Iteration 0F: 2 clusters Score -2955243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2929055.250000 Penalty: 5235.023926
	Iteration 0F: 3 clusters Score -2929055 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2939277.000000 Penalty: 5235.023926
	Iteration 1F: 3 clusters Score -2939277 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2940610.500000 Penalty: 5235.023926
	Iteration 2F: 3 clusters Score -2940610 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2942319.500000 Penalty: 5235.023926
	Iteration 3F: 3 clusters Score -2942320 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2944797.250000 Penalty: 5235.023926
	Iteration 4F: 3 clusters Score -2944797 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2948112.000000 Penalty: 5235.023926
	Iteration 5F: 3 clusters Score -2948112 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2951435.000000 Penalty: 5235.023926
	Iteration 6F: 3 clusters Score -2951435 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2954345.000000 Penalty: 5235.023926
	Iteration 7F: 3 clusters Score -2954345 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2956725.000000 Penalty: 5235.023926
	Iteration 8F: 3 clusters Score -2956725 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2958192.250000 Penalty: 5235.023926
	Iteration 9Q: 3 clusters Score -2958192 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2959048.000000 Penalty: 5235.023926
	Iteration 10Q: 3 clusters Score -2959048 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2959840.000000 Penalty: 5235.023926
	Iteration 11Q: 3 clusters Score -2959840 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2960442.500000 Penalty: 5235.023926
	Iteration 12Q: 3 clusters Score -2960442 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2960882.750000 Penalty: 5235.023926
	Iteration 13Q: 3 clusters Score -2960883 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2961110.000000 Penalty: 5235.023926
	Iteration 14Q: 3 clusters Score -2961110 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2961190.250000 Penalty: 5235.023926
	Iteration 15Q: 3 clusters Score -2961190 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2961225.750000 Penalty: 5235.023926
	Iteration 16Q: 3 clusters Score -2961226 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2961256.750000 Penalty: 5235.023926
	Iteration 17Q: 3 clusters Score -2961257 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2961270.750000 Penalty: 5235.023926
	Iteration 18Q: 3 clusters Score -2961271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2961281.250000 Penalty: 5235.023926
	Iteration 19Q: 3 clusters Score -2961281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2961279.750000 Penalty: 5235.023926
	Iteration 20F: 3 clusters Score -2961280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2961283.500000 Penalty: 5235.023926
	Iteration 21Q: 3 clusters Score -2961284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2961276.750000 Penalty: 5235.023926
	Iteration 22Q: 3 clusters Score -2961277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2961281.500000 Penalty: 5235.023926
	Iteration 23Q: 3 clusters Score -2961282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2961278.500000 Penalty: 5235.023926
	Iteration 24Q: 3 clusters Score -2961278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2961289.000000 Penalty: 5235.023926
	Iteration 25Q: 3 clusters Score -2961289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2961286.750000 Penalty: 5235.023926
	Iteration 26Q: 3 clusters Score -2961287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2961289.750000 Penalty: 5235.023926
	Iteration 27Q: 3 clusters Score -2961290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2961293.000000 Penalty: 5235.023926
	Iteration 28Q: 3 clusters Score -2961293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2961292.250000 Penalty: 5235.023926
	Iteration 29Q: 3 clusters Score -2961292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2961296.750000 Penalty: 5235.023926
	Iteration 30Q: 3 clusters Score -2961297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2961301.250000 Penalty: 5235.023926
	Iteration 31Q: 3 clusters Score -2961301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2961300.000000 Penalty: 5235.023926
	Iteration 32Q: 3 clusters Score -2961300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2961300.500000 Penalty: 5235.023926
	Iteration 33Q: 3 clusters Score -2961300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2961303.250000 Penalty: 5235.023926
	Iteration 34Q: 3 clusters Score -2961303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2961302.500000 Penalty: 5235.023926
	Iteration 35Q: 3 clusters Score -2961302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2961302.500000 Penalty: 5235.023926
	Iteration 36Q: 3 clusters Score -2961302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2961300.750000 Penalty: 5235.023926
	Iteration 37Q: 3 clusters Score -2961301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2961304.000000 Penalty: 5235.023926
	Iteration 38Q: 3 clusters Score -2961304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2961299.000000 Penalty: 5235.023926
	Iteration 39Q: 3 clusters Score -2961299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2961296.000000 Penalty: 5235.023926
	Iteration 40F: 3 clusters Score -2961296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2961301.500000 Penalty: 5235.023926
	Iteration 41Q: 3 clusters Score -2961302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2961298.500000 Penalty: 5235.023926
	Iteration 42Q: 3 clusters Score -2961298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2961302.500000 Penalty: 5235.023926
	Iteration 43Q: 3 clusters Score -2961302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2961302.250000 Penalty: 5235.023926
	Iteration 44Q: 3 clusters Score -2961302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2961299.000000 Penalty: 5235.023926
	Iteration 45Q: 3 clusters Score -2961299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2961301.000000 Penalty: 5235.023926
	Iteration 46Q: 3 clusters Score -2961301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2961301.000000 Penalty: 5235.023926
	Iteration 47Q: 3 clusters Score -2961301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2961301.000000 Penalty: 5235.023926
	Iteration 48F: 3 clusters Score -2961301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 937453 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 24029 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Entering Unmasked Estep 
Score: -142675600.000000 Penalty: 75074.734375
Splitting cluster 4 changes total score from -142644704.000000 to -142675600.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (10122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Entering Unmasked Estep 
Score: -766192.750000 Penalty: 2287.171631
	Iteration 0F: 2 clusters Score -766192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -758555.750000 Penalty: 4574.343262
	Iteration 0F: 3 clusters Score -758555.8 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -761113.625000 Penalty: 4574.343262
	Iteration 1F: 3 clusters Score -761113.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -762407.125000 Penalty: 4574.343262
	Iteration 2F: 3 clusters Score -762407.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -764044.375000 Penalty: 4574.343262
	Iteration 3F: 3 clusters Score -764044.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -765392.687500 Penalty: 4574.343262
	Iteration 4F: 3 clusters Score -765392.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -766195.687500 Penalty: 4574.343262
	Iteration 5F: 3 clusters Score -766195.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -766599.750000 Penalty: 4574.343262
	Iteration 6F: 3 clusters Score -766599.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -766803.250000 Penalty: 4574.343262
	Iteration 7Q: 3 clusters Score -766803.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -766934.875000 Penalty: 4574.343262
	Iteration 8Q: 3 clusters Score -766934.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -767023.562500 Penalty: 4574.343262
	Iteration 9Q: 3 clusters Score -767023.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -767088.125000 Penalty: 4574.343262
	Iteration 10Q: 3 clusters Score -767088.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -767157.937500 Penalty: 4574.343262
	Iteration 11Q: 3 clusters Score -767157.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -767218.687500 Penalty: 4574.343262
	Iteration 12Q: 3 clusters Score -767218.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -767272.687500 Penalty: 4574.343262
	Iteration 13Q: 3 clusters Score -767272.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -767302.687500 Penalty: 4574.343262
	Iteration 14Q: 3 clusters Score -767302.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -767321.062500 Penalty: 4574.343262
	Iteration 15Q: 3 clusters Score -767321.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -767331.750000 Penalty: 4574.343262
	Iteration 16Q: 3 clusters Score -767331.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -767348.875000 Penalty: 4574.343262
	Iteration 17Q: 3 clusters Score -767348.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -767355.375000 Penalty: 4574.343262
	Iteration 18Q: 3 clusters Score -767355.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -767362.687500 Penalty: 4574.343262
	Iteration 19Q: 3 clusters Score -767362.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -767366.437500 Penalty: 4574.343262
	Iteration 20F: 3 clusters Score -767366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -767368.312500 Penalty: 4574.343262
	Iteration 21Q: 3 clusters Score -767368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -767373.375000 Penalty: 4574.343262
	Iteration 22Q: 3 clusters Score -767373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -767377.125000 Penalty: 4574.343262
	Iteration 23Q: 3 clusters Score -767377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -767379.750000 Penalty: 4574.343262
	Iteration 24Q: 3 clusters Score -767379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -767381.500000 Penalty: 4574.343262
	Iteration 25Q: 3 clusters Score -767381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -767381.812500 Penalty: 4574.343262
	Iteration 26Q: 3 clusters Score -767381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -767384.937500 Penalty: 4574.343262
	Iteration 27Q: 3 clusters Score -767384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -767384.000000 Penalty: 4574.343262
	Iteration 28Q: 3 clusters Score -767384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -767384.062500 Penalty: 4574.343262
	Iteration 29Q: 3 clusters Score -767384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -767384.062500 Penalty: 4574.343262
	Iteration 30F: 3 clusters Score -767384.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 937453 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 24029 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Entering Unmasked Estep 
Score: -142675584.000000 Penalty: 78649.726562
Splitting cluster 6 changes total score from -142644704.000000 to -142675584.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (937453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937453 members 
Entering Unmasked Estep 
Score: -75339840.000000 Penalty: 3410.228760
	Iteration 0F: 2 clusters Score -7.533984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469419 members 
Mstep: Class 2 contains 468034 members 
Entering Unmasked Estep 
Score: -74718408.000000 Penalty: 6820.457520
	Iteration 0F: 3 clusters Score -7.471841e+07 nChanged 459953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503186 members 
Mstep: Class 2 contains 434267 members 
Entering Unmasked Estep 
Score: -75001816.000000 Penalty: 6820.457520
	Iteration 1F: 3 clusters Score -7.500182e+07 nChanged 26414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524032 members 
Mstep: Class 2 contains 413421 members 
Entering Unmasked Estep 
Score: -75008472.000000 Penalty: 6820.457520
	Iteration 2Q: 3 clusters Score -7.500847e+07 nChanged 36181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556473 members 
Mstep: Class 2 contains 380980 members 
Entering Unmasked Estep 
Score: -75021488.000000 Penalty: 6820.457520
	Iteration 3Q: 3 clusters Score -7.502149e+07 nChanged 51486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605425 members 
Mstep: Class 2 contains 332028 members 
Entering Unmasked Estep 
Score: -75047128.000000 Penalty: 6820.457520
	Iteration 4F: 3 clusters Score -7.504713e+07 nChanged 71167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674652 members 
Mstep: Class 2 contains 262801 members 
Entering Unmasked Estep 
Score: -75097384.000000 Penalty: 6820.457520
	Iteration 5F: 3 clusters Score -7.509738e+07 nChanged 86071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759357 members 
Mstep: Class 2 contains 178096 members 
Entering Unmasked Estep 
Score: -75173784.000000 Penalty: 6820.457520
	Iteration 6F: 3 clusters Score -7.517378e+07 nChanged 82864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841495 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -75255696.000000 Penalty: 6820.457520
	Iteration 7F: 3 clusters Score -7.52557e+07 nChanged 55150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896353 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -75308840.000000 Penalty: 6820.457520
	Iteration 8F: 3 clusters Score -7.530884e+07 nChanged 24741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920962 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -75329888.000000 Penalty: 6820.457520
	Iteration 9Q: 3 clusters Score -7.532989e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929767 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -75335344.000000 Penalty: 6820.457520
	Iteration 10Q: 3 clusters Score -7.533534e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932663 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -75337768.000000 Penalty: 6820.457520
	Iteration 11Q: 3 clusters Score -7.533777e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933270 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -75339200.000000 Penalty: 6820.457520
	Iteration 12Q: 3 clusters Score -7.53392e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933068 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -75340072.000000 Penalty: 6820.457520
	Iteration 13Q: 3 clusters Score -7.534007e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932719 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -75340536.000000 Penalty: 6820.457520
	Iteration 14Q: 3 clusters Score -7.534054e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932411 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -75340992.000000 Penalty: 6820.457520
	Iteration 15Q: 3 clusters Score -7.534099e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932150 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -75340992.000000 Penalty: 6820.457520
	Iteration 16Q: 3 clusters Score -7.534099e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931957 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -75341104.000000 Penalty: 6820.457520
	Iteration 17Q: 3 clusters Score -7.53411e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931815 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -75341232.000000 Penalty: 6820.457520
	Iteration 18Q: 3 clusters Score -7.534123e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931721 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -75341336.000000 Penalty: 6820.457520
	Iteration 19Q: 3 clusters Score -7.534134e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931658 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -75341336.000000 Penalty: 6820.457520
	Iteration 20F: 3 clusters Score -7.534134e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931607 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -75341400.000000 Penalty: 6820.457520
	Iteration 21Q: 3 clusters Score -7.53414e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931552 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -75341464.000000 Penalty: 6820.457520
	Iteration 22Q: 3 clusters Score -7.534146e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931521 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -75341528.000000 Penalty: 6820.457520
	Iteration 23Q: 3 clusters Score -7.534153e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931496 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -75341504.000000 Penalty: 6820.457520
	Iteration 24Q: 3 clusters Score -7.53415e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931467 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -75341496.000000 Penalty: 6820.457520
	Iteration 25Q: 3 clusters Score -7.53415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931434 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -75341520.000000 Penalty: 6820.457520
	Iteration 26Q: 3 clusters Score -7.534152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931404 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -75341520.000000 Penalty: 6820.457520
	Iteration 27Q: 3 clusters Score -7.534152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931381 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -75341552.000000 Penalty: 6820.457520
	Iteration 28Q: 3 clusters Score -7.534155e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931357 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -75341536.000000 Penalty: 6820.457520
	Iteration 29Q: 3 clusters Score -7.534154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931334 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -75341512.000000 Penalty: 6820.457520
	Iteration 30Q: 3 clusters Score -7.534151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931316 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -75341496.000000 Penalty: 6820.457520
	Iteration 31Q: 3 clusters Score -7.53415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931298 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -75341568.000000 Penalty: 6820.457520
	Iteration 32Q: 3 clusters Score -7.534157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931281 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -75341568.000000 Penalty: 6820.457520
	Iteration 33Q: 3 clusters Score -7.534157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931270 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -75341600.000000 Penalty: 6820.457520
	Iteration 34Q: 3 clusters Score -7.53416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931257 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -75341608.000000 Penalty: 6820.457520
	Iteration 35Q: 3 clusters Score -7.534161e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931249 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -75341608.000000 Penalty: 6820.457520
	Iteration 36Q: 3 clusters Score -7.534161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931237 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -75341608.000000 Penalty: 6820.457520
	Iteration 37Q: 3 clusters Score -7.534161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931225 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -75341600.000000 Penalty: 6820.457520
	Iteration 38Q: 3 clusters Score -7.53416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931215 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -75341616.000000 Penalty: 6820.457520
	Iteration 39Q: 3 clusters Score -7.534162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931207 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -75341608.000000 Penalty: 6820.457520
	Iteration 40F: 3 clusters Score -7.534161e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931205 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -75341624.000000 Penalty: 6820.457520
	Iteration 41Q: 3 clusters Score -7.534162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931202 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -75341616.000000 Penalty: 6820.457520
	Iteration 42Q: 3 clusters Score -7.534162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931198 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -75341640.000000 Penalty: 6820.457520
	Iteration 43Q: 3 clusters Score -7.534164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931192 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -75341624.000000 Penalty: 6820.457520
	Iteration 44Q: 3 clusters Score -7.534162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931190 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -75341640.000000 Penalty: 6820.457520
	Iteration 45Q: 3 clusters Score -7.534164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931190 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -75341624.000000 Penalty: 6820.457520
	Iteration 46Q: 3 clusters Score -7.534162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931189 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -75341648.000000 Penalty: 6820.457520
	Iteration 47Q: 3 clusters Score -7.534165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931188 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -75341656.000000 Penalty: 6820.457520
	Iteration 48Q: 3 clusters Score -7.534166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931188 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -75341656.000000 Penalty: 6820.457520
	Iteration 49F: 3 clusters Score -7.534166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 931188 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 24029 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Mstep: Class 23 contains 6265 members 
Entering Unmasked Estep 
Score: -142677488.000000 Penalty: 82224.710938
Splitting cluster 7 changes total score from -142644704.000000 to -142677488.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (24029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Entering Unmasked Estep 
Score: -1647397.125000 Penalty: 2501.580322
	Iteration 0F: 2 clusters Score -1647397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1630756.750000 Penalty: 5003.160645
	Iteration 0F: 3 clusters Score -1630757 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1637440.500000 Penalty: 5003.160645
	Iteration 1F: 3 clusters Score -1637440 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1639218.625000 Penalty: 5003.160645
	Iteration 2F: 3 clusters Score -1639219 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1641287.250000 Penalty: 5003.160645
	Iteration 3F: 3 clusters Score -1641287 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1643301.500000 Penalty: 5003.160645
	Iteration 4F: 3 clusters Score -1643302 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1644820.250000 Penalty: 5003.160645
	Iteration 5F: 3 clusters Score -1644820 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1645755.375000 Penalty: 5003.160645
	Iteration 6F: 3 clusters Score -1645755 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1646266.000000 Penalty: 5003.160645
	Iteration 7Q: 3 clusters Score -1646266 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1646540.625000 Penalty: 5003.160645
	Iteration 8Q: 3 clusters Score -1646541 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1646725.750000 Penalty: 5003.160645
	Iteration 9Q: 3 clusters Score -1646726 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1646882.125000 Penalty: 5003.160645
	Iteration 10Q: 3 clusters Score -1646882 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1646997.000000 Penalty: 5003.160645
	Iteration 11Q: 3 clusters Score -1646997 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1647145.875000 Penalty: 5003.160645
	Iteration 12Q: 3 clusters Score -1647146 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1647303.625000 Penalty: 5003.160645
	Iteration 13Q: 3 clusters Score -1647304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1647445.000000 Penalty: 5003.160645
	Iteration 14Q: 3 clusters Score -1647445 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1647557.625000 Penalty: 5003.160645
	Iteration 15Q: 3 clusters Score -1647558 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1647635.500000 Penalty: 5003.160645
	Iteration 16Q: 3 clusters Score -1647636 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1647719.000000 Penalty: 5003.160645
	Iteration 17Q: 3 clusters Score -1647719 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1647777.750000 Penalty: 5003.160645
	Iteration 18Q: 3 clusters Score -1647778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1647847.125000 Penalty: 5003.160645
	Iteration 19Q: 3 clusters Score -1647847 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1647911.750000 Penalty: 5003.160645
	Iteration 20F: 3 clusters Score -1647912 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1647987.000000 Penalty: 5003.160645
	Iteration 21Q: 3 clusters Score -1647987 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1648045.875000 Penalty: 5003.160645
	Iteration 22Q: 3 clusters Score -1648046 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1648089.500000 Penalty: 5003.160645
	Iteration 23Q: 3 clusters Score -1648090 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1648140.500000 Penalty: 5003.160645
	Iteration 24Q: 3 clusters Score -1648140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1648178.750000 Penalty: 5003.160645
	Iteration 25Q: 3 clusters Score -1648179 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1648224.500000 Penalty: 5003.160645
	Iteration 26Q: 3 clusters Score -1648224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1648261.500000 Penalty: 5003.160645
	Iteration 27Q: 3 clusters Score -1648262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1648300.375000 Penalty: 5003.160645
	Iteration 28Q: 3 clusters Score -1648300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1648340.875000 Penalty: 5003.160645
	Iteration 29Q: 3 clusters Score -1648341 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1648392.375000 Penalty: 5003.160645
	Iteration 30Q: 3 clusters Score -1648392 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1648436.375000 Penalty: 5003.160645
	Iteration 31Q: 3 clusters Score -1648436 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1648480.875000 Penalty: 5003.160645
	Iteration 32Q: 3 clusters Score -1648481 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1648525.250000 Penalty: 5003.160645
	Iteration 33Q: 3 clusters Score -1648525 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1648554.500000 Penalty: 5003.160645
	Iteration 34Q: 3 clusters Score -1648554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1648585.625000 Penalty: 5003.160645
	Iteration 35Q: 3 clusters Score -1648586 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1648607.750000 Penalty: 5003.160645
	Iteration 36Q: 3 clusters Score -1648608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1648620.750000 Penalty: 5003.160645
	Iteration 37Q: 3 clusters Score -1648621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1648647.875000 Penalty: 5003.160645
	Iteration 38Q: 3 clusters Score -1648648 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1648666.500000 Penalty: 5003.160645
	Iteration 39Q: 3 clusters Score -1648666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1648683.500000 Penalty: 5003.160645
	Iteration 40F: 3 clusters Score -1648684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1648708.500000 Penalty: 5003.160645
	Iteration 41Q: 3 clusters Score -1648708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1648720.375000 Penalty: 5003.160645
	Iteration 42Q: 3 clusters Score -1648720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1648727.375000 Penalty: 5003.160645
	Iteration 43Q: 3 clusters Score -1648727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1648738.000000 Penalty: 5003.160645
	Iteration 44Q: 3 clusters Score -1648738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1648746.000000 Penalty: 5003.160645
	Iteration 45Q: 3 clusters Score -1648746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1648750.125000 Penalty: 5003.160645
	Iteration 46Q: 3 clusters Score -1648750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1648762.250000 Penalty: 5003.160645
	Iteration 47Q: 3 clusters Score -1648762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1648770.875000 Penalty: 5003.160645
	Iteration 48Q: 3 clusters Score -1648771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1648772.750000 Penalty: 5003.160645
	Iteration 49Q: 3 clusters Score -1648773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1648788.125000 Penalty: 5003.160645
	Iteration 50Q: 3 clusters Score -1648788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1648800.000000 Penalty: 5003.160645
	Iteration 51Q: 3 clusters Score -1648800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1648806.250000 Penalty: 5003.160645
	Iteration 52Q: 3 clusters Score -1648806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1648810.000000 Penalty: 5003.160645
	Iteration 53Q: 3 clusters Score -1648810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1648820.125000 Penalty: 5003.160645
	Iteration 54Q: 3 clusters Score -1648820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1648829.625000 Penalty: 5003.160645
	Iteration 55Q: 3 clusters Score -1648830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1648854.375000 Penalty: 5003.160645
	Iteration 56Q: 3 clusters Score -1648854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1648870.625000 Penalty: 5003.160645
	Iteration 57Q: 3 clusters Score -1648871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1648880.625000 Penalty: 5003.160645
	Iteration 58Q: 3 clusters Score -1648881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1648881.625000 Penalty: 5003.160645
	Iteration 59Q: 3 clusters Score -1648882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1648890.500000 Penalty: 5003.160645
	Iteration 60F: 3 clusters Score -1648890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1648896.625000 Penalty: 5003.160645
	Iteration 61Q: 3 clusters Score -1648897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1648904.750000 Penalty: 5003.160645
	Iteration 62Q: 3 clusters Score -1648905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1648908.125000 Penalty: 5003.160645
	Iteration 63Q: 3 clusters Score -1648908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1648909.250000 Penalty: 5003.160645
	Iteration 64Q: 3 clusters Score -1648909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1648914.750000 Penalty: 5003.160645
	Iteration 65Q: 3 clusters Score -1648915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1648922.250000 Penalty: 5003.160645
	Iteration 66Q: 3 clusters Score -1648922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1648927.875000 Penalty: 5003.160645
	Iteration 67Q: 3 clusters Score -1648928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1648935.375000 Penalty: 5003.160645
	Iteration 68Q: 3 clusters Score -1648935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1648947.500000 Penalty: 5003.160645
	Iteration 69Q: 3 clusters Score -1648948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1648948.375000 Penalty: 5003.160645
	Iteration 70Q: 3 clusters Score -1648948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1648958.750000 Penalty: 5003.160645
	Iteration 71Q: 3 clusters Score -1648959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1648961.625000 Penalty: 5003.160645
	Iteration 72Q: 3 clusters Score -1648962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1648976.125000 Penalty: 5003.160645
	Iteration 73Q: 3 clusters Score -1648976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1648987.375000 Penalty: 5003.160645
	Iteration 74Q: 3 clusters Score -1648987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1649016.500000 Penalty: 5003.160645
	Iteration 75Q: 3 clusters Score -1649016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1649069.250000 Penalty: 5003.160645
	Iteration 76Q: 3 clusters Score -1649069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1649104.000000 Penalty: 5003.160645
	Iteration 77Q: 3 clusters Score -1649104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1649136.250000 Penalty: 5003.160645
	Iteration 78Q: 3 clusters Score -1649136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1649154.000000 Penalty: 5003.160645
	Iteration 79Q: 3 clusters Score -1649154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1649167.500000 Penalty: 5003.160645
	Iteration 80F: 3 clusters Score -1649168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1649171.000000 Penalty: 5003.160645
	Iteration 81Q: 3 clusters Score -1649171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1649168.875000 Penalty: 5003.160645
	Iteration 82Q: 3 clusters Score -1649169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1649174.500000 Penalty: 5003.160645
	Iteration 83Q: 3 clusters Score -1649174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1649175.875000 Penalty: 5003.160645
	Iteration 84Q: 3 clusters Score -1649176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1649178.000000 Penalty: 5003.160645
	Iteration 85Q: 3 clusters Score -1649178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1649180.000000 Penalty: 5003.160645
	Iteration 86Q: 3 clusters Score -1649180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1649178.875000 Penalty: 5003.160645
	Iteration 87Q: 3 clusters Score -1649179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1649179.125000 Penalty: 5003.160645
	Iteration 88Q: 3 clusters Score -1649179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1649180.125000 Penalty: 5003.160645
	Iteration 89Q: 3 clusters Score -1649180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1649177.125000 Penalty: 5003.160645
	Iteration 90Q: 3 clusters Score -1649177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1649179.500000 Penalty: 5003.160645
	Iteration 91Q: 3 clusters Score -1649180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1649178.125000 Penalty: 5003.160645
	Iteration 92Q: 3 clusters Score -1649178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1649178.125000 Penalty: 5003.160645
	Iteration 93F: 3 clusters Score -1649178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 931188 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 37107 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 1486 members 
Entering Unmasked Estep 
Score: -142678720.000000 Penalty: 85799.695312
Splitting cluster 9 changes total score from -142644704.000000 to -142678720.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (22640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Entering Unmasked Estep 
Score: -1765760.125000 Penalty: 2486.813477
	Iteration 0F: 2 clusters Score -1765760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1749950.250000 Penalty: 4973.626953
	Iteration 0F: 3 clusters Score -1749950 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1755320.500000 Penalty: 4973.626953
	Iteration 1F: 3 clusters Score -1755320 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1755929.250000 Penalty: 4973.626953
	Iteration 2F: 3 clusters Score -1755929 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1756522.375000 Penalty: 4973.626953
	Iteration 3F: 3 clusters Score -1756522 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1757136.125000 Penalty: 4973.626953
	Iteration 4F: 3 clusters Score -1757136 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1757836.750000 Penalty: 4973.626953
	Iteration 5F: 3 clusters Score -1757837 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1758682.875000 Penalty: 4973.626953
	Iteration 6F: 3 clusters Score -1758683 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1759570.375000 Penalty: 4973.626953
	Iteration 7F: 3 clusters Score -1759570 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1760489.125000 Penalty: 4973.626953
	Iteration 8F: 3 clusters Score -1760489 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1761154.875000 Penalty: 4973.626953
	Iteration 9Q: 3 clusters Score -1761155 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1761540.375000 Penalty: 4973.626953
	Iteration 10Q: 3 clusters Score -1761540 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1761750.250000 Penalty: 4973.626953
	Iteration 11Q: 3 clusters Score -1761750 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1761880.750000 Penalty: 4973.626953
	Iteration 12Q: 3 clusters Score -1761881 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1761989.250000 Penalty: 4973.626953
	Iteration 13Q: 3 clusters Score -1761989 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1762078.250000 Penalty: 4973.626953
	Iteration 14Q: 3 clusters Score -1762078 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1762188.375000 Penalty: 4973.626953
	Iteration 15Q: 3 clusters Score -1762188 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1762310.500000 Penalty: 4973.626953
	Iteration 16Q: 3 clusters Score -1762310 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1762447.000000 Penalty: 4973.626953
	Iteration 17Q: 3 clusters Score -1762447 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1762566.125000 Penalty: 4973.626953
	Iteration 18Q: 3 clusters Score -1762566 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1762693.250000 Penalty: 4973.626953
	Iteration 19Q: 3 clusters Score -1762693 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1762821.125000 Penalty: 4973.626953
	Iteration 20F: 3 clusters Score -1762821 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1762960.875000 Penalty: 4973.626953
	Iteration 21Q: 3 clusters Score -1762961 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1763111.875000 Penalty: 4973.626953
	Iteration 22Q: 3 clusters Score -1763112 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1763244.875000 Penalty: 4973.626953
	Iteration 23Q: 3 clusters Score -1763245 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1763367.750000 Penalty: 4973.626953
	Iteration 24Q: 3 clusters Score -1763368 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1763499.875000 Penalty: 4973.626953
	Iteration 25Q: 3 clusters Score -1763500 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1763643.500000 Penalty: 4973.626953
	Iteration 26Q: 3 clusters Score -1763644 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1763764.875000 Penalty: 4973.626953
	Iteration 27Q: 3 clusters Score -1763765 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1763885.250000 Penalty: 4973.626953
	Iteration 28Q: 3 clusters Score -1763885 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1763990.875000 Penalty: 4973.626953
	Iteration 29Q: 3 clusters Score -1763991 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1764110.750000 Penalty: 4973.626953
	Iteration 30Q: 3 clusters Score -1764111 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1764222.625000 Penalty: 4973.626953
	Iteration 31Q: 3 clusters Score -1764223 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1764315.875000 Penalty: 4973.626953
	Iteration 32Q: 3 clusters Score -1764316 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1764379.375000 Penalty: 4973.626953
	Iteration 33Q: 3 clusters Score -1764379 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1764422.375000 Penalty: 4973.626953
	Iteration 34Q: 3 clusters Score -1764422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1764467.875000 Penalty: 4973.626953
	Iteration 35Q: 3 clusters Score -1764468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1764514.125000 Penalty: 4973.626953
	Iteration 36Q: 3 clusters Score -1764514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1764540.250000 Penalty: 4973.626953
	Iteration 37Q: 3 clusters Score -1764540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1764574.125000 Penalty: 4973.626953
	Iteration 38Q: 3 clusters Score -1764574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1764607.875000 Penalty: 4973.626953
	Iteration 39Q: 3 clusters Score -1764608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1764624.125000 Penalty: 4973.626953
	Iteration 40F: 3 clusters Score -1764624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1764636.250000 Penalty: 4973.626953
	Iteration 41Q: 3 clusters Score -1764636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1764653.125000 Penalty: 4973.626953
	Iteration 42Q: 3 clusters Score -1764653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1764667.875000 Penalty: 4973.626953
	Iteration 43Q: 3 clusters Score -1764668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1764674.875000 Penalty: 4973.626953
	Iteration 44Q: 3 clusters Score -1764675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1764677.875000 Penalty: 4973.626953
	Iteration 45Q: 3 clusters Score -1764678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1764684.000000 Penalty: 4973.626953
	Iteration 46Q: 3 clusters Score -1764684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1764684.500000 Penalty: 4973.626953
	Iteration 47Q: 3 clusters Score -1764684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1764689.625000 Penalty: 4973.626953
	Iteration 48Q: 3 clusters Score -1764690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1764691.375000 Penalty: 4973.626953
	Iteration 49Q: 3 clusters Score -1764691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1764689.625000 Penalty: 4973.626953
	Iteration 50Q: 3 clusters Score -1764690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1764696.375000 Penalty: 4973.626953
	Iteration 51Q: 3 clusters Score -1764696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1764696.125000 Penalty: 4973.626953
	Iteration 52Q: 3 clusters Score -1764696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1764699.750000 Penalty: 4973.626953
	Iteration 53Q: 3 clusters Score -1764700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1764699.750000 Penalty: 4973.626953
	Iteration 54F: 3 clusters Score -1764700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Entering Unmasked Estep 
Score: -1720309.375000 Penalty: 2476.696289
	Iteration 0F: 2 clusters Score -1720309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1705126.625000 Penalty: 4953.392578
	Iteration 0F: 3 clusters Score -1705127 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1710339.000000 Penalty: 4953.392578
	Iteration 1F: 3 clusters Score -1710339 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1710912.500000 Penalty: 4953.392578
	Iteration 2F: 3 clusters Score -1710912 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1711567.625000 Penalty: 4953.392578
	Iteration 3F: 3 clusters Score -1711568 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1712426.500000 Penalty: 4953.392578
	Iteration 4F: 3 clusters Score -1712426 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1713583.750000 Penalty: 4953.392578
	Iteration 5F: 3 clusters Score -1713584 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1715011.000000 Penalty: 4953.392578
	Iteration 6F: 3 clusters Score -1715011 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -1716414.000000 Penalty: 4953.392578
	Iteration 7F: 3 clusters Score -1716414 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1717397.500000 Penalty: 4953.392578
	Iteration 8Q: 3 clusters Score -1717398 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -1717923.250000 Penalty: 4953.392578
	Iteration 9Q: 3 clusters Score -1717923 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1718194.375000 Penalty: 4953.392578
	Iteration 10Q: 3 clusters Score -1718194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -1718335.625000 Penalty: 4953.392578
	Iteration 11Q: 3 clusters Score -1718336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -1718397.250000 Penalty: 4953.392578
	Iteration 12Q: 3 clusters Score -1718397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1718440.125000 Penalty: 4953.392578
	Iteration 13Q: 3 clusters Score -1718440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1718475.000000 Penalty: 4953.392578
	Iteration 14Q: 3 clusters Score -1718475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1718499.500000 Penalty: 4953.392578
	Iteration 15Q: 3 clusters Score -1718500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1718519.250000 Penalty: 4953.392578
	Iteration 16Q: 3 clusters Score -1718519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1718531.750000 Penalty: 4953.392578
	Iteration 17Q: 3 clusters Score -1718532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -1718537.375000 Penalty: 4953.392578
	Iteration 18Q: 3 clusters Score -1718537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1718547.875000 Penalty: 4953.392578
	Iteration 19Q: 3 clusters Score -1718548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -1718599.500000 Penalty: 4953.392578
	Iteration 20F: 3 clusters Score -1718600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1718633.375000 Penalty: 4953.392578
	Iteration 21Q: 3 clusters Score -1718633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -1718655.875000 Penalty: 4953.392578
	Iteration 22Q: 3 clusters Score -1718656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1718665.750000 Penalty: 4953.392578
	Iteration 23Q: 3 clusters Score -1718666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1718669.750000 Penalty: 4953.392578
	Iteration 24Q: 3 clusters Score -1718670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1718672.625000 Penalty: 4953.392578
	Iteration 25Q: 3 clusters Score -1718673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1718675.625000 Penalty: 4953.392578
	Iteration 26Q: 3 clusters Score -1718676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -1718674.250000 Penalty: 4953.392578
	Iteration 27Q: 3 clusters Score -1718674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1718677.250000 Penalty: 4953.392578
	Iteration 28Q: 3 clusters Score -1718677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1718677.250000 Penalty: 4953.392578
	Iteration 29F: 3 clusters Score -1718677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Entering Unmasked Estep 
Score: -2940300.500000 Penalty: 2600.627686
	Iteration 0F: 2 clusters Score -2940300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2916000.500000 Penalty: 5201.255371
	Iteration 0F: 3 clusters Score -2916000 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2925060.000000 Penalty: 5201.255371
	Iteration 1F: 3 clusters Score -2925060 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2925806.000000 Penalty: 5201.255371
	Iteration 2F: 3 clusters Score -2925806 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2926614.750000 Penalty: 5201.255371
	Iteration 3Q: 3 clusters Score -2926615 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2927541.500000 Penalty: 5201.255371
	Iteration 4F: 3 clusters Score -2927542 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2928441.000000 Penalty: 5201.255371
	Iteration 5F: 3 clusters Score -2928441 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2929300.000000 Penalty: 5201.255371
	Iteration 6F: 3 clusters Score -2929300 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2930167.000000 Penalty: 5201.255371
	Iteration 7Q: 3 clusters Score -2930167 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2931041.500000 Penalty: 5201.255371
	Iteration 8Q: 3 clusters Score -2931042 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2931892.500000 Penalty: 5201.255371
	Iteration 9Q: 3 clusters Score -2931892 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2932792.250000 Penalty: 5201.255371
	Iteration 10Q: 3 clusters Score -2932792 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2933659.000000 Penalty: 5201.255371
	Iteration 11Q: 3 clusters Score -2933659 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2934264.750000 Penalty: 5201.255371
	Iteration 12Q: 3 clusters Score -2934265 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2934610.750000 Penalty: 5201.255371
	Iteration 13Q: 3 clusters Score -2934611 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2934842.500000 Penalty: 5201.255371
	Iteration 14Q: 3 clusters Score -2934842 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2935018.500000 Penalty: 5201.255371
	Iteration 15Q: 3 clusters Score -2935018 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2935137.000000 Penalty: 5201.255371
	Iteration 16Q: 3 clusters Score -2935137 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2935274.000000 Penalty: 5201.255371
	Iteration 17Q: 3 clusters Score -2935274 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2935413.250000 Penalty: 5201.255371
	Iteration 18Q: 3 clusters Score -2935413 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2935536.250000 Penalty: 5201.255371
	Iteration 19Q: 3 clusters Score -2935536 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2935657.500000 Penalty: 5201.255371
	Iteration 20F: 3 clusters Score -2935658 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2935770.000000 Penalty: 5201.255371
	Iteration 21Q: 3 clusters Score -2935770 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2935872.000000 Penalty: 5201.255371
	Iteration 22Q: 3 clusters Score -2935872 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2935951.500000 Penalty: 5201.255371
	Iteration 23Q: 3 clusters Score -2935952 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2936028.750000 Penalty: 5201.255371
	Iteration 24Q: 3 clusters Score -2936029 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2936134.750000 Penalty: 5201.255371
	Iteration 25Q: 3 clusters Score -2936135 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2936210.250000 Penalty: 5201.255371
	Iteration 26Q: 3 clusters Score -2936210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2936295.750000 Penalty: 5201.255371
	Iteration 27Q: 3 clusters Score -2936296 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2936352.250000 Penalty: 5201.255371
	Iteration 28Q: 3 clusters Score -2936352 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2936407.500000 Penalty: 5201.255371
	Iteration 29Q: 3 clusters Score -2936408 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2936473.500000 Penalty: 5201.255371
	Iteration 30Q: 3 clusters Score -2936474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2936529.250000 Penalty: 5201.255371
	Iteration 31Q: 3 clusters Score -2936529 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2936574.750000 Penalty: 5201.255371
	Iteration 32Q: 3 clusters Score -2936575 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2936609.250000 Penalty: 5201.255371
	Iteration 33Q: 3 clusters Score -2936609 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2936663.750000 Penalty: 5201.255371
	Iteration 34Q: 3 clusters Score -2936664 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2936723.000000 Penalty: 5201.255371
	Iteration 35Q: 3 clusters Score -2936723 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2936759.000000 Penalty: 5201.255371
	Iteration 36Q: 3 clusters Score -2936759 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2936823.750000 Penalty: 5201.255371
	Iteration 37Q: 3 clusters Score -2936824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2936888.750000 Penalty: 5201.255371
	Iteration 38Q: 3 clusters Score -2936889 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2936952.000000 Penalty: 5201.255371
	Iteration 39Q: 3 clusters Score -2936952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2937005.750000 Penalty: 5201.255371
	Iteration 40F: 3 clusters Score -2937006 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2937045.250000 Penalty: 5201.255371
	Iteration 41Q: 3 clusters Score -2937045 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2937084.750000 Penalty: 5201.255371
	Iteration 42Q: 3 clusters Score -2937085 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2937119.750000 Penalty: 5201.255371
	Iteration 43Q: 3 clusters Score -2937120 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2937154.500000 Penalty: 5201.255371
	Iteration 44Q: 3 clusters Score -2937154 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2937192.000000 Penalty: 5201.255371
	Iteration 45Q: 3 clusters Score -2937192 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2937237.000000 Penalty: 5201.255371
	Iteration 46Q: 3 clusters Score -2937237 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2937275.250000 Penalty: 5201.255371
	Iteration 47Q: 3 clusters Score -2937275 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2937312.500000 Penalty: 5201.255371
	Iteration 48Q: 3 clusters Score -2937312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2937346.500000 Penalty: 5201.255371
	Iteration 49Q: 3 clusters Score -2937346 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2937386.750000 Penalty: 5201.255371
	Iteration 50Q: 3 clusters Score -2937387 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2937416.750000 Penalty: 5201.255371
	Iteration 51Q: 3 clusters Score -2937417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2937434.750000 Penalty: 5201.255371
	Iteration 52Q: 3 clusters Score -2937435 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2937458.000000 Penalty: 5201.255371
	Iteration 53Q: 3 clusters Score -2937458 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2937486.750000 Penalty: 5201.255371
	Iteration 54Q: 3 clusters Score -2937487 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2937526.750000 Penalty: 5201.255371
	Iteration 55Q: 3 clusters Score -2937527 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2937552.750000 Penalty: 5201.255371
	Iteration 56Q: 3 clusters Score -2937553 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2937588.500000 Penalty: 5201.255371
	Iteration 57Q: 3 clusters Score -2937588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2937607.500000 Penalty: 5201.255371
	Iteration 58Q: 3 clusters Score -2937608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2937637.000000 Penalty: 5201.255371
	Iteration 59Q: 3 clusters Score -2937637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2937651.750000 Penalty: 5201.255371
	Iteration 60F: 3 clusters Score -2937652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2937683.500000 Penalty: 5201.255371
	Iteration 61Q: 3 clusters Score -2937684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2937708.750000 Penalty: 5201.255371
	Iteration 62Q: 3 clusters Score -2937709 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2937745.000000 Penalty: 5201.255371
	Iteration 63Q: 3 clusters Score -2937745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2937783.250000 Penalty: 5201.255371
	Iteration 64Q: 3 clusters Score -2937783 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2937826.000000 Penalty: 5201.255371
	Iteration 65Q: 3 clusters Score -2937826 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2937867.250000 Penalty: 5201.255371
	Iteration 66Q: 3 clusters Score -2937867 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2937927.250000 Penalty: 5201.255371
	Iteration 67Q: 3 clusters Score -2937927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2937971.500000 Penalty: 5201.255371
	Iteration 68Q: 3 clusters Score -2937972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2938019.250000 Penalty: 5201.255371
	Iteration 69Q: 3 clusters Score -2938019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2938062.500000 Penalty: 5201.255371
	Iteration 70Q: 3 clusters Score -2938062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2938114.250000 Penalty: 5201.255371
	Iteration 71Q: 3 clusters Score -2938114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2938147.750000 Penalty: 5201.255371
	Iteration 72Q: 3 clusters Score -2938148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2938180.250000 Penalty: 5201.255371
	Iteration 73Q: 3 clusters Score -2938180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2938216.750000 Penalty: 5201.255371
	Iteration 74Q: 3 clusters Score -2938217 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2938247.250000 Penalty: 5201.255371
	Iteration 75Q: 3 clusters Score -2938247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2938291.000000 Penalty: 5201.255371
	Iteration 76Q: 3 clusters Score -2938291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2938312.000000 Penalty: 5201.255371
	Iteration 77Q: 3 clusters Score -2938312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2938354.750000 Penalty: 5201.255371
	Iteration 78Q: 3 clusters Score -2938355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2938386.500000 Penalty: 5201.255371
	Iteration 79Q: 3 clusters Score -2938386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2938405.750000 Penalty: 5201.255371
	Iteration 80F: 3 clusters Score -2938406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2938431.750000 Penalty: 5201.255371
	Iteration 81Q: 3 clusters Score -2938432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2938451.250000 Penalty: 5201.255371
	Iteration 82Q: 3 clusters Score -2938451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2938472.750000 Penalty: 5201.255371
	Iteration 83Q: 3 clusters Score -2938473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2938491.250000 Penalty: 5201.255371
	Iteration 84Q: 3 clusters Score -2938491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2938512.250000 Penalty: 5201.255371
	Iteration 85Q: 3 clusters Score -2938512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2938527.250000 Penalty: 5201.255371
	Iteration 86Q: 3 clusters Score -2938527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2938542.750000 Penalty: 5201.255371
	Iteration 87Q: 3 clusters Score -2938543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2938548.000000 Penalty: 5201.255371
	Iteration 88Q: 3 clusters Score -2938548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2938571.000000 Penalty: 5201.255371
	Iteration 89Q: 3 clusters Score -2938571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2938573.000000 Penalty: 5201.255371
	Iteration 90Q: 3 clusters Score -2938573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2938591.000000 Penalty: 5201.255371
	Iteration 91Q: 3 clusters Score -2938591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2938594.000000 Penalty: 5201.255371
	Iteration 92Q: 3 clusters Score -2938594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2938596.500000 Penalty: 5201.255371
	Iteration 93Q: 3 clusters Score -2938596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2938604.750000 Penalty: 5201.255371
	Iteration 94Q: 3 clusters Score -2938605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2938608.250000 Penalty: 5201.255371
	Iteration 95Q: 3 clusters Score -2938608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2938613.250000 Penalty: 5201.255371
	Iteration 96Q: 3 clusters Score -2938613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2938627.000000 Penalty: 5201.255371
	Iteration 97Q: 3 clusters Score -2938627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2938627.250000 Penalty: 5201.255371
	Iteration 98Q: 3 clusters Score -2938627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2938623.000000 Penalty: 5201.255371
	Iteration 99Q: 3 clusters Score -2938623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2938627.000000 Penalty: 5201.255371
	Iteration 100F: 3 clusters Score -2938627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2938630.000000 Penalty: 5201.255371
	Iteration 101Q: 3 clusters Score -2938630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2938632.500000 Penalty: 5201.255371
	Iteration 102Q: 3 clusters Score -2938632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2938630.750000 Penalty: 5201.255371
	Iteration 103Q: 3 clusters Score -2938631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2938632.000000 Penalty: 5201.255371
	Iteration 104Q: 3 clusters Score -2938632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2938630.000000 Penalty: 5201.255371
	Iteration 105Q: 3 clusters Score -2938630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2938635.500000 Penalty: 5201.255371
	Iteration 106Q: 3 clusters Score -2938636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2938635.500000 Penalty: 5201.255371
	Iteration 107F: 3 clusters Score -2938636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Entering Unmasked Estep 
Score: -2537752.750000 Penalty: 2561.385498
	Iteration 0F: 2 clusters Score -2537753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2516840.500000 Penalty: 5122.770996
	Iteration 0F: 3 clusters Score -2516840 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2524416.000000 Penalty: 5122.770996
	Iteration 1F: 3 clusters Score -2524416 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2524960.250000 Penalty: 5122.770996
	Iteration 2F: 3 clusters Score -2524960 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2525480.500000 Penalty: 5122.770996
	Iteration 3Q: 3 clusters Score -2525480 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2526009.250000 Penalty: 5122.770996
	Iteration 4Q: 3 clusters Score -2526009 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2526563.500000 Penalty: 5122.770996
	Iteration 5Q: 3 clusters Score -2526564 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2527323.000000 Penalty: 5122.770996
	Iteration 6Q: 3 clusters Score -2527323 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2528423.000000 Penalty: 5122.770996
	Iteration 7F: 3 clusters Score -2528423 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -2529787.250000 Penalty: 5122.770996
	Iteration 8F: 3 clusters Score -2529787 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2531362.500000 Penalty: 5122.770996
	Iteration 9F: 3 clusters Score -2531362 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -2532845.750000 Penalty: 5122.770996
	Iteration 10F: 3 clusters Score -2532846 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -2533943.750000 Penalty: 5122.770996
	Iteration 11Q: 3 clusters Score -2533944 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -2534621.500000 Penalty: 5122.770996
	Iteration 12Q: 3 clusters Score -2534622 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -2535010.000000 Penalty: 5122.770996
	Iteration 13Q: 3 clusters Score -2535010 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -2535203.000000 Penalty: 5122.770996
	Iteration 14Q: 3 clusters Score -2535203 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -2535317.000000 Penalty: 5122.770996
	Iteration 15Q: 3 clusters Score -2535317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -2535388.500000 Penalty: 5122.770996
	Iteration 16Q: 3 clusters Score -2535388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -2535439.000000 Penalty: 5122.770996
	Iteration 17Q: 3 clusters Score -2535439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -2535467.750000 Penalty: 5122.770996
	Iteration 18Q: 3 clusters Score -2535468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -2535490.000000 Penalty: 5122.770996
	Iteration 19Q: 3 clusters Score -2535490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2535506.250000 Penalty: 5122.770996
	Iteration 20F: 3 clusters Score -2535506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2535519.250000 Penalty: 5122.770996
	Iteration 21Q: 3 clusters Score -2535519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -2535526.250000 Penalty: 5122.770996
	Iteration 22Q: 3 clusters Score -2535526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2535542.000000 Penalty: 5122.770996
	Iteration 23Q: 3 clusters Score -2535542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -2535543.750000 Penalty: 5122.770996
	Iteration 24Q: 3 clusters Score -2535544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -2535551.000000 Penalty: 5122.770996
	Iteration 25Q: 3 clusters Score -2535551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -2535552.750000 Penalty: 5122.770996
	Iteration 26Q: 3 clusters Score -2535553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -2535559.000000 Penalty: 5122.770996
	Iteration 27Q: 3 clusters Score -2535559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -2535562.000000 Penalty: 5122.770996
	Iteration 28Q: 3 clusters Score -2535562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -2535562.000000 Penalty: 5122.770996
	Iteration 29F: 3 clusters Score -2535562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Entering Unmasked Estep 
Score: -4200802.500000 Penalty: 2688.114014
	Iteration 0F: 2 clusters Score -4200802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4166502.250000 Penalty: 5376.228027
	Iteration 0F: 3 clusters Score -4166502 nChanged 23529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4179425.000000 Penalty: 5376.228027
	Iteration 1F: 3 clusters Score -4179425 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4179950.500000 Penalty: 5376.228027
	Iteration 2Q: 3 clusters Score -4179950 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4180497.000000 Penalty: 5376.228027
	Iteration 3Q: 3 clusters Score -4180497 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4181067.000000 Penalty: 5376.228027
	Iteration 4Q: 3 clusters Score -4181067 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4181737.250000 Penalty: 5376.228027
	Iteration 5Q: 3 clusters Score -4181737 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4182527.750000 Penalty: 5376.228027
	Iteration 6Q: 3 clusters Score -4182528 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4183454.000000 Penalty: 5376.228027
	Iteration 7Q: 3 clusters Score -4183454 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4184522.250000 Penalty: 5376.228027
	Iteration 8Q: 3 clusters Score -4184522 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4185837.250000 Penalty: 5376.228027
	Iteration 9Q: 3 clusters Score -4185837 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4187429.500000 Penalty: 5376.228027
	Iteration 10F: 3 clusters Score -4187430 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4189426.500000 Penalty: 5376.228027
	Iteration 11F: 3 clusters Score -4189426 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -4191699.000000 Penalty: 5376.228027
	Iteration 12F: 3 clusters Score -4191699 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4194030.000000 Penalty: 5376.228027
	Iteration 13F: 3 clusters Score -4194030 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4195879.500000 Penalty: 5376.228027
	Iteration 14Q: 3 clusters Score -4195880 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4197079.500000 Penalty: 5376.228027
	Iteration 15Q: 3 clusters Score -4197080 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4197724.000000 Penalty: 5376.228027
	Iteration 16Q: 3 clusters Score -4197724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4198062.500000 Penalty: 5376.228027
	Iteration 17Q: 3 clusters Score -4198062 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4198231.000000 Penalty: 5376.228027
	Iteration 18Q: 3 clusters Score -4198231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4198334.500000 Penalty: 5376.228027
	Iteration 19Q: 3 clusters Score -4198334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4198391.000000 Penalty: 5376.228027
	Iteration 20F: 3 clusters Score -4198391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4198422.000000 Penalty: 5376.228027
	Iteration 21Q: 3 clusters Score -4198422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4198441.000000 Penalty: 5376.228027
	Iteration 22Q: 3 clusters Score -4198441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4198452.500000 Penalty: 5376.228027
	Iteration 23Q: 3 clusters Score -4198452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4198460.000000 Penalty: 5376.228027
	Iteration 24Q: 3 clusters Score -4198460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4198467.500000 Penalty: 5376.228027
	Iteration 25Q: 3 clusters Score -4198468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4198465.500000 Penalty: 5376.228027
	Iteration 26Q: 3 clusters Score -4198466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4198468.000000 Penalty: 5376.228027
	Iteration 27Q: 3 clusters Score -4198468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4198473.500000 Penalty: 5376.228027
	Iteration 28Q: 3 clusters Score -4198474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4198476.500000 Penalty: 5376.228027
	Iteration 29Q: 3 clusters Score -4198476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4198476.500000 Penalty: 5376.228027
	Iteration 30F: 3 clusters Score -4198476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Entering Unmasked Estep 
Score: -2871053.000000 Penalty: 2609.347168
	Iteration 0F: 2 clusters Score -2871053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2845789.250000 Penalty: 5218.694336
	Iteration 0F: 3 clusters Score -2845789 nChanged 16989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2855728.000000 Penalty: 5218.694336
	Iteration 1F: 3 clusters Score -2855728 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2857742.750000 Penalty: 5218.694336
	Iteration 2F: 3 clusters Score -2857743 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2860934.250000 Penalty: 5218.694336
	Iteration 3F: 3 clusters Score -2860934 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2864535.750000 Penalty: 5218.694336
	Iteration 4F: 3 clusters Score -2864536 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -2867884.750000 Penalty: 5218.694336
	Iteration 5F: 3 clusters Score -2867885 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -2870400.500000 Penalty: 5218.694336
	Iteration 6F: 3 clusters Score -2870400 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -2872020.750000 Penalty: 5218.694336
	Iteration 7Q: 3 clusters Score -2872021 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -2872942.500000 Penalty: 5218.694336
	Iteration 8Q: 3 clusters Score -2872942 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -2873467.750000 Penalty: 5218.694336
	Iteration 9Q: 3 clusters Score -2873468 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -2873766.250000 Penalty: 5218.694336
	Iteration 10Q: 3 clusters Score -2873766 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -2873931.000000 Penalty: 5218.694336
	Iteration 11Q: 3 clusters Score -2873931 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -2874030.000000 Penalty: 5218.694336
	Iteration 12Q: 3 clusters Score -2874030 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -2874105.000000 Penalty: 5218.694336
	Iteration 13Q: 3 clusters Score -2874105 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -2874160.250000 Penalty: 5218.694336
	Iteration 14Q: 3 clusters Score -2874160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -2874200.500000 Penalty: 5218.694336
	Iteration 15Q: 3 clusters Score -2874200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -2874225.250000 Penalty: 5218.694336
	Iteration 16Q: 3 clusters Score -2874225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -2874246.750000 Penalty: 5218.694336
	Iteration 17Q: 3 clusters Score -2874247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -2874265.750000 Penalty: 5218.694336
	Iteration 18Q: 3 clusters Score -2874266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -2874275.500000 Penalty: 5218.694336
	Iteration 19Q: 3 clusters Score -2874276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -2874278.750000 Penalty: 5218.694336
	Iteration 20F: 3 clusters Score -2874279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -2874283.500000 Penalty: 5218.694336
	Iteration 21Q: 3 clusters Score -2874284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2874291.500000 Penalty: 5218.694336
	Iteration 22Q: 3 clusters Score -2874292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -2874292.250000 Penalty: 5218.694336
	Iteration 23Q: 3 clusters Score -2874292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -2874291.000000 Penalty: 5218.694336
	Iteration 24Q: 3 clusters Score -2874291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -2874291.000000 Penalty: 5218.694336
	Iteration 25F: 3 clusters Score -2874291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 931188 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 34991 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 34090 members 
Entering Unmasked Estep 
Score: -142681360.000000 Penalty: 89374.687500
Splitting cluster 17 changes total score from -142644704.000000 to -142681360.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (34991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Entering Unmasked Estep 
Score: -2711012.250000 Penalty: 2594.785645
	Iteration 0F: 2 clusters Score -2711012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2687262.000000 Penalty: 5189.571289
	Iteration 0F: 3 clusters Score -2687262 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2697482.750000 Penalty: 5189.571289
	Iteration 1F: 3 clusters Score -2697483 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2699501.500000 Penalty: 5189.571289
	Iteration 2F: 3 clusters Score -2699502 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2701633.000000 Penalty: 5189.571289
	Iteration 3F: 3 clusters Score -2701633 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2703817.000000 Penalty: 5189.571289
	Iteration 4F: 3 clusters Score -2703817 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2705845.500000 Penalty: 5189.571289
	Iteration 5F: 3 clusters Score -2705846 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2707379.250000 Penalty: 5189.571289
	Iteration 6F: 3 clusters Score -2707379 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2708511.500000 Penalty: 5189.571289
	Iteration 7Q: 3 clusters Score -2708512 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2709372.750000 Penalty: 5189.571289
	Iteration 8Q: 3 clusters Score -2709373 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2710144.500000 Penalty: 5189.571289
	Iteration 9Q: 3 clusters Score -2710144 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2710834.500000 Penalty: 5189.571289
	Iteration 10Q: 3 clusters Score -2710834 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2711446.500000 Penalty: 5189.571289
	Iteration 11Q: 3 clusters Score -2711446 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2711675.250000 Penalty: 5189.571289
	Iteration 12Q: 3 clusters Score -2711675 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2711795.750000 Penalty: 5189.571289
	Iteration 13Q: 3 clusters Score -2711796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2711874.250000 Penalty: 5189.571289
	Iteration 14Q: 3 clusters Score -2711874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2711923.000000 Penalty: 5189.571289
	Iteration 15Q: 3 clusters Score -2711923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2711946.750000 Penalty: 5189.571289
	Iteration 16Q: 3 clusters Score -2711947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2711956.250000 Penalty: 5189.571289
	Iteration 17Q: 3 clusters Score -2711956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2711963.000000 Penalty: 5189.571289
	Iteration 18Q: 3 clusters Score -2711963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2711975.750000 Penalty: 5189.571289
	Iteration 19Q: 3 clusters Score -2711976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2711978.250000 Penalty: 5189.571289
	Iteration 20F: 3 clusters Score -2711978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2711978.000000 Penalty: 5189.571289
	Iteration 21Q: 3 clusters Score -2711978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2711979.500000 Penalty: 5189.571289
	Iteration 22Q: 3 clusters Score -2711980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2711988.500000 Penalty: 5189.571289
	Iteration 23Q: 3 clusters Score -2711988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2711989.000000 Penalty: 5189.571289
	Iteration 24Q: 3 clusters Score -2711989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2711997.500000 Penalty: 5189.571289
	Iteration 25Q: 3 clusters Score -2711998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2711999.000000 Penalty: 5189.571289
	Iteration 26Q: 3 clusters Score -2711999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2711997.500000 Penalty: 5189.571289
	Iteration 27Q: 3 clusters Score -2711998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2711999.500000 Penalty: 5189.571289
	Iteration 28Q: 3 clusters Score -2712000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2712002.000000 Penalty: 5189.571289
	Iteration 29Q: 3 clusters Score -2712002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2712005.250000 Penalty: 5189.571289
	Iteration 30Q: 3 clusters Score -2712005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2712002.250000 Penalty: 5189.571289
	Iteration 31Q: 3 clusters Score -2712002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2712006.750000 Penalty: 5189.571289
	Iteration 32Q: 3 clusters Score -2712007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2712005.750000 Penalty: 5189.571289
	Iteration 33Q: 3 clusters Score -2712006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2712005.750000 Penalty: 5189.571289
	Iteration 34F: 3 clusters Score -2712006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 931188 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 33499 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 44874 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 34090 members 
Mstep: Class 26 contains 1492 members 
Entering Unmasked Estep 
Score: -142681008.000000 Penalty: 92949.671875
Splitting cluster 18 changes total score from -142644704.000000 to -142681008.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (44874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Entering Unmasked Estep 
Score: -3464234.750000 Penalty: 2656.480225
	Iteration 0F: 2 clusters Score -3464235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3433971.000000 Penalty: 5312.960449
	Iteration 0F: 3 clusters Score -3433971 nChanged 20672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3447160.500000 Penalty: 5312.960449
	Iteration 1F: 3 clusters Score -3447160 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3450167.750000 Penalty: 5312.960449
	Iteration 2F: 3 clusters Score -3450168 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3453456.750000 Penalty: 5312.960449
	Iteration 3F: 3 clusters Score -3453457 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -3456288.750000 Penalty: 5312.960449
	Iteration 4F: 3 clusters Score -3456289 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -3458572.500000 Penalty: 5312.960449
	Iteration 5F: 3 clusters Score -3458572 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3460308.000000 Penalty: 5312.960449
	Iteration 6F: 3 clusters Score -3460308 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3461607.500000 Penalty: 5312.960449
	Iteration 7Q: 3 clusters Score -3461608 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3462473.250000 Penalty: 5312.960449
	Iteration 8Q: 3 clusters Score -3462473 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3463035.250000 Penalty: 5312.960449
	Iteration 9Q: 3 clusters Score -3463035 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -3463403.000000 Penalty: 5312.960449
	Iteration 10Q: 3 clusters Score -3463403 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -3463677.750000 Penalty: 5312.960449
	Iteration 11Q: 3 clusters Score -3463678 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -3463892.000000 Penalty: 5312.960449
	Iteration 12Q: 3 clusters Score -3463892 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -3464063.750000 Penalty: 5312.960449
	Iteration 13Q: 3 clusters Score -3464064 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -3464240.750000 Penalty: 5312.960449
	Iteration 14Q: 3 clusters Score -3464241 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -3464375.250000 Penalty: 5312.960449
	Iteration 15Q: 3 clusters Score -3464375 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -3464486.250000 Penalty: 5312.960449
	Iteration 16Q: 3 clusters Score -3464486 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -3464598.500000 Penalty: 5312.960449
	Iteration 17Q: 3 clusters Score -3464598 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -3464728.000000 Penalty: 5312.960449
	Iteration 18Q: 3 clusters Score -3464728 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -3464849.000000 Penalty: 5312.960449
	Iteration 19Q: 3 clusters Score -3464849 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3464977.000000 Penalty: 5312.960449
	Iteration 20F: 3 clusters Score -3464977 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -3465097.750000 Penalty: 5312.960449
	Iteration 21Q: 3 clusters Score -3465098 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -3465240.750000 Penalty: 5312.960449
	Iteration 22Q: 3 clusters Score -3465241 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -3465372.000000 Penalty: 5312.960449
	Iteration 23Q: 3 clusters Score -3465372 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -3465560.500000 Penalty: 5312.960449
	Iteration 24Q: 3 clusters Score -3465560 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -3465764.250000 Penalty: 5312.960449
	Iteration 25Q: 3 clusters Score -3465764 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -3465938.000000 Penalty: 5312.960449
	Iteration 26Q: 3 clusters Score -3465938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -3466018.500000 Penalty: 5312.960449
	Iteration 27Q: 3 clusters Score -3466018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -3466082.750000 Penalty: 5312.960449
	Iteration 28Q: 3 clusters Score -3466083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -3466116.500000 Penalty: 5312.960449
	Iteration 29Q: 3 clusters Score -3466116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -3466120.250000 Penalty: 5312.960449
	Iteration 30Q: 3 clusters Score -3466120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -3466124.750000 Penalty: 5312.960449
	Iteration 31Q: 3 clusters Score -3466125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -3466138.750000 Penalty: 5312.960449
	Iteration 32Q: 3 clusters Score -3466139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -3466133.000000 Penalty: 5312.960449
	Iteration 33Q: 3 clusters Score -3466133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -3466137.750000 Penalty: 5312.960449
	Iteration 34Q: 3 clusters Score -3466138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -3466148.000000 Penalty: 5312.960449
	Iteration 35Q: 3 clusters Score -3466148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -3466143.500000 Penalty: 5312.960449
	Iteration 36Q: 3 clusters Score -3466144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -3466144.750000 Penalty: 5312.960449
	Iteration 37Q: 3 clusters Score -3466145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -3466149.250000 Penalty: 5312.960449
	Iteration 38Q: 3 clusters Score -3466149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -3466147.000000 Penalty: 5312.960449
	Iteration 39Q: 3 clusters Score -3466147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -3466147.000000 Penalty: 5312.960449
	Iteration 40F: 3 clusters Score -3466147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 931188 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 16 contains 20270 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 33499 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 34090 members 
Mstep: Class 26 contains 1492 members 
Mstep: Class 27 contains 41874 members 
Entering Unmasked Estep 
Score: -142682272.000000 Penalty: 96524.656250
Splitting cluster 20 changes total score from -142644704.000000 to -142682272.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1801335.875000 Penalty: 2477.038330
	Iteration 0F: 2 clusters Score -1801336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1785973.625000 Penalty: 4954.076660
	Iteration 0F: 3 clusters Score -1785974 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1791168.875000 Penalty: 4954.076660
	Iteration 1F: 3 clusters Score -1791169 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1791542.125000 Penalty: 4954.076660
	Iteration 2F: 3 clusters Score -1791542 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1791848.875000 Penalty: 4954.076660
	Iteration 3Q: 3 clusters Score -1791849 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1792115.875000 Penalty: 4954.076660
	Iteration 4Q: 3 clusters Score -1792116 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1792379.375000 Penalty: 4954.076660
	Iteration 5Q: 3 clusters Score -1792379 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1792677.750000 Penalty: 4954.076660
	Iteration 6Q: 3 clusters Score -1792678 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1793003.375000 Penalty: 4954.076660
	Iteration 7Q: 3 clusters Score -1793003 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1793419.625000 Penalty: 4954.076660
	Iteration 8Q: 3 clusters Score -1793420 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1793945.625000 Penalty: 4954.076660
	Iteration 9Q: 3 clusters Score -1793946 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1794605.625000 Penalty: 4954.076660
	Iteration 10Q: 3 clusters Score -1794606 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1795440.750000 Penalty: 4954.076660
	Iteration 11F: 3 clusters Score -1795441 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1796398.625000 Penalty: 4954.076660
	Iteration 12F: 3 clusters Score -1796399 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1797314.250000 Penalty: 4954.076660
	Iteration 13Q: 3 clusters Score -1797314 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1798066.375000 Penalty: 4954.076660
	Iteration 14Q: 3 clusters Score -1798066 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1798531.500000 Penalty: 4954.076660
	Iteration 15Q: 3 clusters Score -1798532 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1798793.000000 Penalty: 4954.076660
	Iteration 16Q: 3 clusters Score -1798793 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1798951.375000 Penalty: 4954.076660
	Iteration 17Q: 3 clusters Score -1798951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1799044.375000 Penalty: 4954.076660
	Iteration 18Q: 3 clusters Score -1799044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1799096.875000 Penalty: 4954.076660
	Iteration 19Q: 3 clusters Score -1799097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1799132.375000 Penalty: 4954.076660
	Iteration 20F: 3 clusters Score -1799132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1799162.625000 Penalty: 4954.076660
	Iteration 21Q: 3 clusters Score -1799163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1799170.625000 Penalty: 4954.076660
	Iteration 22Q: 3 clusters Score -1799171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1799181.500000 Penalty: 4954.076660
	Iteration 23Q: 3 clusters Score -1799182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1799181.250000 Penalty: 4954.076660
	Iteration 24Q: 3 clusters Score -1799181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1799185.000000 Penalty: 4954.076660
	Iteration 25Q: 3 clusters Score -1799185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1799187.250000 Penalty: 4954.076660
	Iteration 26Q: 3 clusters Score -1799187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1799195.375000 Penalty: 4954.076660
	Iteration 27Q: 3 clusters Score -1799195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1799200.250000 Penalty: 4954.076660
	Iteration 28Q: 3 clusters Score -1799200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1799202.000000 Penalty: 4954.076660
	Iteration 29Q: 3 clusters Score -1799202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1799207.000000 Penalty: 4954.076660
	Iteration 30Q: 3 clusters Score -1799207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1799207.625000 Penalty: 4954.076660
	Iteration 31Q: 3 clusters Score -1799208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1799208.000000 Penalty: 4954.076660
	Iteration 32Q: 3 clusters Score -1799208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1799210.000000 Penalty: 4954.076660
	Iteration 33Q: 3 clusters Score -1799210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1799210.000000 Penalty: 4954.076660
	Iteration 34F: 3 clusters Score -1799210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Entering Unmasked Estep 
Score: -6622314.000000 Penalty: 2800.568604
	Iteration 0F: 2 clusters Score -6622314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -6568562.000000 Penalty: 5601.137207
	Iteration 0F: 3 clusters Score -6568562 nChanged 37784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6589708.000000 Penalty: 5601.137207
	Iteration 1F: 3 clusters Score -6589708 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -6590416.500000 Penalty: 5601.137207
	Iteration 2Q: 3 clusters Score -6590416 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -6591257.500000 Penalty: 5601.137207
	Iteration 3Q: 3 clusters Score -6591258 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -6592548.500000 Penalty: 5601.137207
	Iteration 4Q: 3 clusters Score -6592548 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -6594521.500000 Penalty: 5601.137207
	Iteration 5Q: 3 clusters Score -6594522 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6597452.000000 Penalty: 5601.137207
	Iteration 6F: 3 clusters Score -6597452 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -6601322.000000 Penalty: 5601.137207
	Iteration 7F: 3 clusters Score -6601322 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -6605699.000000 Penalty: 5601.137207
	Iteration 8F: 3 clusters Score -6605699 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -6609663.000000 Penalty: 5601.137207
	Iteration 9F: 3 clusters Score -6609663 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -6612917.000000 Penalty: 5601.137207
	Iteration 10Q: 3 clusters Score -6612917 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -6615175.000000 Penalty: 5601.137207
	Iteration 11Q: 3 clusters Score -6615175 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -6616769.500000 Penalty: 5601.137207
	Iteration 12Q: 3 clusters Score -6616770 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -6617861.500000 Penalty: 5601.137207
	Iteration 13Q: 3 clusters Score -6617862 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -6618585.500000 Penalty: 5601.137207
	Iteration 14Q: 3 clusters Score -6618586 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -6619073.500000 Penalty: 5601.137207
	Iteration 15Q: 3 clusters Score -6619074 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -6619366.000000 Penalty: 5601.137207
	Iteration 16Q: 3 clusters Score -6619366 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -6619558.000000 Penalty: 5601.137207
	Iteration 17Q: 3 clusters Score -6619558 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -6619675.000000 Penalty: 5601.137207
	Iteration 18Q: 3 clusters Score -6619675 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -6619782.500000 Penalty: 5601.137207
	Iteration 19Q: 3 clusters Score -6619782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -6619830.500000 Penalty: 5601.137207
	Iteration 20F: 3 clusters Score -6619830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -6619846.500000 Penalty: 5601.137207
	Iteration 21Q: 3 clusters Score -6619846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -6619864.000000 Penalty: 5601.137207
	Iteration 22Q: 3 clusters Score -6619864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -6619881.500000 Penalty: 5601.137207
	Iteration 23Q: 3 clusters Score -6619882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
Score: -6619892.500000 Penalty: 5601.137207
	Iteration 24Q: 3 clusters Score -6619892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -6619896.000000 Penalty: 5601.137207
	Iteration 25Q: 3 clusters Score -6619896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -6619914.000000 Penalty: 5601.137207
	Iteration 26Q: 3 clusters Score -6619914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -6619914.500000 Penalty: 5601.137207
	Iteration 27Q: 3 clusters Score -6619914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -6619920.000000 Penalty: 5601.137207
	Iteration 28Q: 3 clusters Score -6619920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -6619921.500000 Penalty: 5601.137207
	Iteration 29Q: 3 clusters Score -6619922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -6619926.500000 Penalty: 5601.137207
	Iteration 30Q: 3 clusters Score -6619926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -6619929.000000 Penalty: 5601.137207
	Iteration 31Q: 3 clusters Score -6619929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -6619929.000000 Penalty: 5601.137207
	Iteration 32F: 3 clusters Score -6619929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 158758 members 
Mstep: Class 3 contains 239007 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 6 contains 992 members 
Mstep: Class 7 contains 931188 members 
Mstep: Class 9 contains 22543 members 
Mstep: Class 10 contains 22640 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 13 contains 35825 members 
Mstep: Class 14 contains 30582 members 
Mstep: Class 15 contains 50979 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 33499 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 21765 members 
Mstep: Class 22 contains 80227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142692768.000000 Penalty: 96524.656250
Iteration 39Q: 28 clusters Score -1.426928e+08 nChanged 22244
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 159688 members 
Mstep: Class 3 contains 237934 members 
Mstep: Class 4 contains 18466 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 1017 members 
Mstep: Class 7 contains 929522 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 23342 members 
Mstep: Class 10 contains 22619 members 
Mstep: Class 11 contains 21956 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 36068 members 
Mstep: Class 14 contains 30535 members 
Mstep: Class 15 contains 51065 members 
Mstep: Class 16 contains 19870 members 
Mstep: Class 17 contains 3331 members 
Mstep: Class 18 contains 34569 members 
Mstep: Class 19 contains 8011 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 21669 members 
Mstep: Class 22 contains 80680 members 
Mstep: Class 23 contains 6794 members 
Mstep: Class 24 contains 1551 members 
Mstep: Class 25 contains 33207 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142710736.000000 Penalty: 96524.656250
Iteration 40F: 28 clusters Score -1.427107e+08 nChanged 19535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 159416 members 
Mstep: Class 3 contains 237409 members 
Mstep: Class 4 contains 18699 members 
Mstep: Class 5 contains 13845 members 
Mstep: Class 6 contains 1021 members 
Mstep: Class 7 contains 922901 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 22676 members 
Mstep: Class 10 contains 22635 members 
Mstep: Class 11 contains 22118 members 
Mstep: Class 12 contains 10814 members 
Mstep: Class 13 contains 36152 members 
Mstep: Class 14 contains 30291 members 
Mstep: Class 15 contains 50981 members 
Mstep: Class 16 contains 20108 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 35236 members 
Mstep: Class 19 contains 7285 members 
Mstep: Class 20 contains 3534 members 
Mstep: Class 21 contains 21483 members 
Mstep: Class 22 contains 81818 members 
Mstep: Class 23 contains 7651 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 33997 members 
Mstep: Class 26 contains 1508 members 
Mstep: Class 27 contains 41468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142725552.000000 Penalty: 96524.656250
Iteration 41Q: 28 clusters Score -1.427256e+08 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 159486 members 
Mstep: Class 3 contains 237675 members 
Mstep: Class 4 contains 18835 members 
Mstep: Class 5 contains 13904 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 916494 members 
Mstep: Class 8 contains 7878 members 
Mstep: Class 9 contains 22175 members 
Mstep: Class 10 contains 22603 members 
Mstep: Class 11 contains 22263 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 36203 members 
Mstep: Class 14 contains 30099 members 
Mstep: Class 15 contains 50991 members 
Mstep: Class 16 contains 20183 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 35748 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 3726 members 
Mstep: Class 21 contains 21352 members 
Mstep: Class 22 contains 82876 members 
Mstep: Class 23 contains 8257 members 
Mstep: Class 24 contains 2255 members 
Mstep: Class 25 contains 34275 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 41687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142736112.000000 Penalty: 96524.656250
Iteration 42Q: 28 clusters Score -1.427361e+08 nChanged 13438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 159524 members 
Mstep: Class 3 contains 238332 members 
Mstep: Class 4 contains 18886 members 
Mstep: Class 5 contains 13955 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 910514 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 21715 members 
Mstep: Class 10 contains 22565 members 
Mstep: Class 11 contains 22381 members 
Mstep: Class 12 contains 17761 members 
Mstep: Class 13 contains 36292 members 
Mstep: Class 14 contains 29936 members 
Mstep: Class 15 contains 51053 members 
Mstep: Class 16 contains 20287 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 36152 members 
Mstep: Class 19 contains 6169 members 
Mstep: Class 20 contains 3890 members 
Mstep: Class 21 contains 21201 members 
Mstep: Class 22 contains 83879 members 
Mstep: Class 23 contains 8845 members 
Mstep: Class 24 contains 2454 members 
Mstep: Class 25 contains 34377 members 
Mstep: Class 26 contains 1532 members 
Mstep: Class 27 contains 41840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142743552.000000 Penalty: 96524.656250
Iteration 43Q: 28 clusters Score -1.427436e+08 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 159592 members 
Mstep: Class 3 contains 239172 members 
Mstep: Class 4 contains 18867 members 
Mstep: Class 5 contains 13977 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 905373 members 
Mstep: Class 8 contains 8516 members 
Mstep: Class 9 contains 21347 members 
Mstep: Class 10 contains 22512 members 
Mstep: Class 11 contains 22489 members 
Mstep: Class 12 contains 20262 members 
Mstep: Class 13 contains 36402 members 
Mstep: Class 14 contains 29818 members 
Mstep: Class 15 contains 51120 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 36478 members 
Mstep: Class 19 contains 5750 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 21054 members 
Mstep: Class 22 contains 84840 members 
Mstep: Class 23 contains 9402 members 
Mstep: Class 24 contains 2578 members 
Mstep: Class 25 contains 34353 members 
Mstep: Class 26 contains 1546 members 
Mstep: Class 27 contains 41972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142748480.000000 Penalty: 96524.656250
Iteration 44Q: 28 clusters Score -1.427485e+08 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 159755 members 
Mstep: Class 3 contains 240120 members 
Mstep: Class 4 contains 18829 members 
Mstep: Class 5 contains 13968 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 7 contains 900951 members 
Mstep: Class 8 contains 8734 members 
Mstep: Class 9 contains 21041 members 
Mstep: Class 10 contains 22450 members 
Mstep: Class 11 contains 22583 members 
Mstep: Class 12 contains 22068 members 
Mstep: Class 13 contains 36472 members 
Mstep: Class 14 contains 29720 members 
Mstep: Class 15 contains 51146 members 
Mstep: Class 16 contains 20480 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 36728 members 
Mstep: Class 19 contains 5372 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 20908 members 
Mstep: Class 22 contains 85808 members 
Mstep: Class 23 contains 9943 members 
Mstep: Class 24 contains 2666 members 
Mstep: Class 25 contains 34270 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 42095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142751824.000000 Penalty: 96524.656250
Iteration 45Q: 28 clusters Score -1.427518e+08 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 159840 members 
Mstep: Class 3 contains 240989 members 
Mstep: Class 4 contains 18751 members 
Mstep: Class 5 contains 13955 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 897340 members 
Mstep: Class 8 contains 8872 members 
Mstep: Class 9 contains 20770 members 
Mstep: Class 10 contains 22400 members 
Mstep: Class 11 contains 22665 members 
Mstep: Class 12 contains 23374 members 
Mstep: Class 13 contains 36547 members 
Mstep: Class 14 contains 29607 members 
Mstep: Class 15 contains 51197 members 
Mstep: Class 16 contains 20578 members 
Mstep: Class 17 contains 3619 members 
Mstep: Class 18 contains 36928 members 
Mstep: Class 19 contains 5061 members 
Mstep: Class 20 contains 4251 members 
Mstep: Class 21 contains 20770 members 
Mstep: Class 22 contains 86717 members 
Mstep: Class 23 contains 10460 members 
Mstep: Class 24 contains 2741 members 
Mstep: Class 25 contains 34187 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 42237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142754832.000000 Penalty: 96524.656250
Iteration 46Q: 28 clusters Score -1.427548e+08 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 159967 members 
Mstep: Class 3 contains 241701 members 
Mstep: Class 4 contains 18721 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 894187 members 
Mstep: Class 8 contains 8947 members 
Mstep: Class 9 contains 20505 members 
Mstep: Class 10 contains 22338 members 
Mstep: Class 11 contains 22724 members 
Mstep: Class 12 contains 24398 members 
Mstep: Class 13 contains 36607 members 
Mstep: Class 14 contains 29509 members 
Mstep: Class 15 contains 51225 members 
Mstep: Class 16 contains 20663 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 37120 members 
Mstep: Class 19 contains 4774 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 20633 members 
Mstep: Class 22 contains 87639 members 
Mstep: Class 23 contains 10970 members 
Mstep: Class 24 contains 2803 members 
Mstep: Class 25 contains 34124 members 
Mstep: Class 26 contains 1582 members 
Mstep: Class 27 contains 42342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142757488.000000 Penalty: 96524.656250
Iteration 47Q: 28 clusters Score -1.427575e+08 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 160091 members 
Mstep: Class 3 contains 242446 members 
Mstep: Class 4 contains 18645 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 891395 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 20300 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 22771 members 
Mstep: Class 12 contains 25115 members 
Mstep: Class 13 contains 36650 members 
Mstep: Class 14 contains 29425 members 
Mstep: Class 15 contains 51253 members 
Mstep: Class 16 contains 20764 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 37275 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 4481 members 
Mstep: Class 21 contains 20507 members 
Mstep: Class 22 contains 88502 members 
Mstep: Class 23 contains 11479 members 
Mstep: Class 24 contains 2849 members 
Mstep: Class 25 contains 34049 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142759808.000000 Penalty: 96524.656250
Iteration 48Q: 28 clusters Score -1.427598e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 160206 members 
Mstep: Class 3 contains 243181 members 
Mstep: Class 4 contains 18570 members 
Mstep: Class 5 contains 13878 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 888934 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 20100 members 
Mstep: Class 10 contains 22186 members 
Mstep: Class 11 contains 22820 members 
Mstep: Class 12 contains 25619 members 
Mstep: Class 13 contains 36678 members 
Mstep: Class 14 contains 29359 members 
Mstep: Class 15 contains 51282 members 
Mstep: Class 16 contains 20834 members 
Mstep: Class 17 contains 3745 members 
Mstep: Class 18 contains 37408 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 4600 members 
Mstep: Class 21 contains 20382 members 
Mstep: Class 22 contains 89310 members 
Mstep: Class 23 contains 11951 members 
Mstep: Class 24 contains 2903 members 
Mstep: Class 25 contains 33909 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 42583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142761744.000000 Penalty: 96524.656250
Iteration 49Q: 28 clusters Score -1.427617e+08 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 160353 members 
Mstep: Class 3 contains 243788 members 
Mstep: Class 4 contains 18491 members 
Mstep: Class 5 contains 13863 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 886877 members 
Mstep: Class 8 contains 8954 members 
Mstep: Class 9 contains 19943 members 
Mstep: Class 10 contains 22126 members 
Mstep: Class 11 contains 22864 members 
Mstep: Class 12 contains 25995 members 
Mstep: Class 13 contains 36714 members 
Mstep: Class 14 contains 29278 members 
Mstep: Class 15 contains 51321 members 
Mstep: Class 16 contains 20896 members 
Mstep: Class 17 contains 3782 members 
Mstep: Class 18 contains 37522 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 4700 members 
Mstep: Class 21 contains 20282 members 
Mstep: Class 22 contains 89993 members 
Mstep: Class 23 contains 12370 members 
Mstep: Class 24 contains 2955 members 
Mstep: Class 25 contains 33685 members 
Mstep: Class 26 contains 1614 members 
Mstep: Class 27 contains 42677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763008.000000 Penalty: 96524.656250
Iteration 50Q: 28 clusters Score -1.42763e+08 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 160490 members 
Mstep: Class 3 contains 244372 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 1003 members 
Mstep: Class 7 contains 885054 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 19831 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 22895 members 
Mstep: Class 12 contains 26286 members 
Mstep: Class 13 contains 36774 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 15 contains 51337 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 3815 members 
Mstep: Class 18 contains 37602 members 
Mstep: Class 19 contains 4374 members 
Mstep: Class 20 contains 4787 members 
Mstep: Class 21 contains 20194 members 
Mstep: Class 22 contains 90631 members 
Mstep: Class 23 contains 12748 members 
Mstep: Class 24 contains 3005 members 
Mstep: Class 25 contains 33448 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 42729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763552.000000 Penalty: 96524.656250
Iteration 51Q: 28 clusters Score -1.427636e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 160605 members 
Mstep: Class 3 contains 244869 members 
Mstep: Class 4 contains 18324 members 
Mstep: Class 5 contains 13824 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 883462 members 
Mstep: Class 8 contains 8910 members 
Mstep: Class 9 contains 19747 members 
Mstep: Class 10 contains 22027 members 
Mstep: Class 11 contains 22921 members 
Mstep: Class 12 contains 26492 members 
Mstep: Class 13 contains 36804 members 
Mstep: Class 14 contains 29150 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 21013 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 37674 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 91232 members 
Mstep: Class 23 contains 13078 members 
Mstep: Class 24 contains 3055 members 
Mstep: Class 25 contains 33241 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 42769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764448.000000 Penalty: 96524.656250
Iteration 52Q: 28 clusters Score -1.427644e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 160715 members 
Mstep: Class 3 contains 245336 members 
Mstep: Class 4 contains 18269 members 
Mstep: Class 5 contains 13804 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 882045 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 19667 members 
Mstep: Class 10 contains 21971 members 
Mstep: Class 11 contains 22953 members 
Mstep: Class 12 contains 26636 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 29093 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 17 contains 3839 members 
Mstep: Class 18 contains 37741 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 4880 members 
Mstep: Class 21 contains 20039 members 
Mstep: Class 22 contains 91739 members 
Mstep: Class 23 contains 13381 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 33062 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 42820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764928.000000 Penalty: 96524.656250
Iteration 53Q: 28 clusters Score -1.427649e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 160815 members 
Mstep: Class 3 contains 245766 members 
Mstep: Class 4 contains 18222 members 
Mstep: Class 5 contains 13797 members 
Mstep: Class 6 contains 996 members 
Mstep: Class 7 contains 880787 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 19602 members 
Mstep: Class 10 contains 21934 members 
Mstep: Class 11 contains 22982 members 
Mstep: Class 12 contains 26758 members 
Mstep: Class 13 contains 36898 members 
Mstep: Class 14 contains 29041 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 21107 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 37803 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 4900 members 
Mstep: Class 21 contains 19945 members 
Mstep: Class 22 contains 92203 members 
Mstep: Class 23 contains 13663 members 
Mstep: Class 24 contains 3154 members 
Mstep: Class 25 contains 32914 members 
Mstep: Class 26 contains 1684 members 
Mstep: Class 27 contains 42848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765232.000000 Penalty: 96524.656250
Iteration 54Q: 28 clusters Score -1.427652e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 160929 members 
Mstep: Class 3 contains 246171 members 
Mstep: Class 4 contains 18171 members 
Mstep: Class 5 contains 13788 members 
Mstep: Class 6 contains 997 members 
Mstep: Class 7 contains 879582 members 
Mstep: Class 8 contains 8889 members 
Mstep: Class 9 contains 19542 members 
Mstep: Class 10 contains 21903 members 
Mstep: Class 11 contains 23022 members 
Mstep: Class 12 contains 26873 members 
Mstep: Class 13 contains 36925 members 
Mstep: Class 14 contains 28986 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 21148 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 37851 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 4920 members 
Mstep: Class 21 contains 19864 members 
Mstep: Class 22 contains 92636 members 
Mstep: Class 23 contains 13916 members 
Mstep: Class 24 contains 3197 members 
Mstep: Class 25 contains 32800 members 
Mstep: Class 26 contains 1706 members 
Mstep: Class 27 contains 42863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765904.000000 Penalty: 96524.656250
Iteration 55Q: 28 clusters Score -1.427659e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 160983 members 
Mstep: Class 3 contains 246527 members 
Mstep: Class 4 contains 18125 members 
Mstep: Class 5 contains 13779 members 
Mstep: Class 6 contains 997 members 
Mstep: Class 7 contains 878598 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 19486 members 
Mstep: Class 10 contains 21865 members 
Mstep: Class 11 contains 23058 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 13 contains 36951 members 
Mstep: Class 14 contains 28949 members 
Mstep: Class 15 contains 51367 members 
Mstep: Class 16 contains 21171 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 37902 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 4944 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 92982 members 
Mstep: Class 23 contains 14121 members 
Mstep: Class 24 contains 3245 members 
Mstep: Class 25 contains 32710 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 42862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766176.000000 Penalty: 96524.656250
Iteration 56Q: 28 clusters Score -1.427662e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 161026 members 
Mstep: Class 3 contains 246831 members 
Mstep: Class 4 contains 18079 members 
Mstep: Class 5 contains 13775 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 877764 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19445 members 
Mstep: Class 10 contains 21828 members 
Mstep: Class 11 contains 23096 members 
Mstep: Class 12 contains 27040 members 
Mstep: Class 13 contains 36971 members 
Mstep: Class 14 contains 28930 members 
Mstep: Class 15 contains 51360 members 
Mstep: Class 16 contains 21206 members 
Mstep: Class 17 contains 3879 members 
Mstep: Class 18 contains 37937 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 4953 members 
Mstep: Class 21 contains 19741 members 
Mstep: Class 22 contains 93296 members 
Mstep: Class 23 contains 14284 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 32634 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 42870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766080.000000 Penalty: 96524.656250
Iteration 57Q: 28 clusters Score -1.427661e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 161090 members 
Mstep: Class 3 contains 247137 members 
Mstep: Class 4 contains 18048 members 
Mstep: Class 5 contains 13772 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 876984 members 
Mstep: Class 8 contains 8920 members 
Mstep: Class 9 contains 19431 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 23123 members 
Mstep: Class 12 contains 27096 members 
Mstep: Class 13 contains 36972 members 
Mstep: Class 14 contains 28901 members 
Mstep: Class 15 contains 51347 members 
Mstep: Class 16 contains 21236 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 37973 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 4959 members 
Mstep: Class 21 contains 19677 members 
Mstep: Class 22 contains 93569 members 
Mstep: Class 23 contains 14417 members 
Mstep: Class 24 contains 3302 members 
Mstep: Class 25 contains 32597 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 42895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766416.000000 Penalty: 96524.656250
Iteration 58Q: 28 clusters Score -1.427664e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 161155 members 
Mstep: Class 3 contains 247413 members 
Mstep: Class 4 contains 18024 members 
Mstep: Class 5 contains 13761 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 876267 members 
Mstep: Class 8 contains 8922 members 
Mstep: Class 9 contains 19422 members 
Mstep: Class 10 contains 21757 members 
Mstep: Class 11 contains 23155 members 
Mstep: Class 12 contains 27149 members 
Mstep: Class 13 contains 36981 members 
Mstep: Class 14 contains 28875 members 
Mstep: Class 15 contains 51338 members 
Mstep: Class 16 contains 21267 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 38001 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 93828 members 
Mstep: Class 23 contains 14515 members 
Mstep: Class 24 contains 3330 members 
Mstep: Class 25 contains 32564 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 42914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766672.000000 Penalty: 96524.656250
Iteration 59Q: 28 clusters Score -1.427667e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 161197 members 
Mstep: Class 3 contains 247645 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 13747 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 875601 members 
Mstep: Class 8 contains 8926 members 
Mstep: Class 9 contains 19429 members 
Mstep: Class 10 contains 21730 members 
Mstep: Class 11 contains 23176 members 
Mstep: Class 12 contains 27206 members 
Mstep: Class 13 contains 36988 members 
Mstep: Class 14 contains 28847 members 
Mstep: Class 15 contains 51326 members 
Mstep: Class 16 contains 21296 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 38018 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 19570 members 
Mstep: Class 22 contains 94076 members 
Mstep: Class 23 contains 14609 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 32536 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 42949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142769104.000000 Penalty: 96524.656250
Iteration 60F: 28 clusters Score -1.427691e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 161241 members 
Mstep: Class 3 contains 247858 members 
Mstep: Class 4 contains 17981 members 
Mstep: Class 5 contains 13700 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 873175 members 
Mstep: Class 8 contains 8934 members 
Mstep: Class 9 contains 19445 members 
Mstep: Class 10 contains 21708 members 
Mstep: Class 11 contains 23195 members 
Mstep: Class 12 contains 29127 members 
Mstep: Class 13 contains 36999 members 
Mstep: Class 14 contains 28800 members 
Mstep: Class 15 contains 51314 members 
Mstep: Class 16 contains 21303 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 38041 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 19527 members 
Mstep: Class 22 contains 94276 members 
Mstep: Class 23 contains 14715 members 
Mstep: Class 24 contains 3506 members 
Mstep: Class 25 contains 32498 members 
Mstep: Class 26 contains 1760 members 
Mstep: Class 27 contains 42937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142772112.000000 Penalty: 96524.656250
Iteration 61Q: 28 clusters Score -1.427721e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 161307 members 
Mstep: Class 3 contains 248206 members 
Mstep: Class 4 contains 17980 members 
Mstep: Class 5 contains 13661 members 
Mstep: Class 6 contains 1000 members 
Mstep: Class 7 contains 870928 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 19454 members 
Mstep: Class 10 contains 21695 members 
Mstep: Class 11 contains 23210 members 
Mstep: Class 12 contains 30532 members 
Mstep: Class 13 contains 37032 members 
Mstep: Class 14 contains 28755 members 
Mstep: Class 15 contains 51333 members 
Mstep: Class 16 contains 21313 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 38071 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 19488 members 
Mstep: Class 22 contains 94503 members 
Mstep: Class 23 contains 14864 members 
Mstep: Class 24 contains 3615 members 
Mstep: Class 25 contains 32485 members 
Mstep: Class 26 contains 1767 members 
Mstep: Class 27 contains 42941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142772960.000000 Penalty: 96524.656250
Iteration 62Q: 28 clusters Score -1.42773e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 161353 members 
Mstep: Class 3 contains 248593 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 13636 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 868971 members 
Mstep: Class 8 contains 8948 members 
Mstep: Class 9 contains 19487 members 
Mstep: Class 10 contains 21682 members 
Mstep: Class 11 contains 23225 members 
Mstep: Class 12 contains 31581 members 
Mstep: Class 13 contains 37055 members 
Mstep: Class 14 contains 28730 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 21328 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 38093 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 19461 members 
Mstep: Class 22 contains 94720 members 
Mstep: Class 23 contains 15011 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 32459 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 42972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142773904.000000 Penalty: 96524.656250
Iteration 63Q: 28 clusters Score -1.427739e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 161432 members 
Mstep: Class 3 contains 248957 members 
Mstep: Class 4 contains 17970 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 867351 members 
Mstep: Class 8 contains 8958 members 
Mstep: Class 9 contains 19499 members 
Mstep: Class 10 contains 21677 members 
Mstep: Class 11 contains 23237 members 
Mstep: Class 12 contains 32327 members 
Mstep: Class 13 contains 37064 members 
Mstep: Class 14 contains 28699 members 
Mstep: Class 15 contains 51398 members 
Mstep: Class 16 contains 21342 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38133 members 
Mstep: Class 19 contains 4388 members 
Mstep: Class 20 contains 5065 members 
Mstep: Class 21 contains 19436 members 
Mstep: Class 22 contains 94946 members 
Mstep: Class 23 contains 15170 members 
Mstep: Class 24 contains 3704 members 
Mstep: Class 25 contains 32434 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 42961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774704.000000 Penalty: 96524.656250
Iteration 64Q: 28 clusters Score -1.427747e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 161496 members 
Mstep: Class 3 contains 249303 members 
Mstep: Class 4 contains 17964 members 
Mstep: Class 5 contains 13601 members 
Mstep: Class 6 contains 1002 members 
Mstep: Class 7 contains 865944 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 19513 members 
Mstep: Class 10 contains 21674 members 
Mstep: Class 11 contains 23251 members 
Mstep: Class 12 contains 32909 members 
Mstep: Class 13 contains 37081 members 
Mstep: Class 14 contains 28659 members 
Mstep: Class 15 contains 51415 members 
Mstep: Class 16 contains 21344 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 38163 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 5083 members 
Mstep: Class 21 contains 19411 members 
Mstep: Class 22 contains 95183 members 
Mstep: Class 23 contains 15319 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 32419 members 
Mstep: Class 26 contains 1779 members 
Mstep: Class 27 contains 42940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775136.000000 Penalty: 96524.656250
Iteration 65Q: 28 clusters Score -1.427751e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 161561 members 
Mstep: Class 3 contains 249591 members 
Mstep: Class 4 contains 17946 members 
Mstep: Class 5 contains 13596 members 
Mstep: Class 6 contains 1003 members 
Mstep: Class 7 contains 864749 members 
Mstep: Class 8 contains 8981 members 
Mstep: Class 9 contains 19514 members 
Mstep: Class 10 contains 21670 members 
Mstep: Class 11 contains 23267 members 
Mstep: Class 12 contains 33361 members 
Mstep: Class 13 contains 37101 members 
Mstep: Class 14 contains 28638 members 
Mstep: Class 15 contains 51433 members 
Mstep: Class 16 contains 21348 members 
Mstep: Class 17 contains 3934 members 
Mstep: Class 18 contains 38185 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 5091 members 
Mstep: Class 21 contains 19387 members 
Mstep: Class 22 contains 95433 members 
Mstep: Class 23 contains 15467 members 
Mstep: Class 24 contains 3739 members 
Mstep: Class 25 contains 32403 members 
Mstep: Class 26 contains 1784 members 
Mstep: Class 27 contains 42908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775504.000000 Penalty: 96524.656250
Iteration 66Q: 28 clusters Score -1.427755e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 161604 members 
Mstep: Class 3 contains 249864 members 
Mstep: Class 4 contains 17943 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 863731 members 
Mstep: Class 8 contains 8986 members 
Mstep: Class 9 contains 19509 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 23277 members 
Mstep: Class 12 contains 33724 members 
Mstep: Class 13 contains 37121 members 
Mstep: Class 14 contains 28613 members 
Mstep: Class 15 contains 51444 members 
Mstep: Class 16 contains 21351 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 38219 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 19362 members 
Mstep: Class 22 contains 95646 members 
Mstep: Class 23 contains 15600 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 32387 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 42878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775840.000000 Penalty: 96524.656250
Iteration 67Q: 28 clusters Score -1.427758e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 161653 members 
Mstep: Class 3 contains 250116 members 
Mstep: Class 4 contains 17934 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 862833 members 
Mstep: Class 8 contains 8990 members 
Mstep: Class 9 contains 19511 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 23290 members 
Mstep: Class 12 contains 33999 members 
Mstep: Class 13 contains 37128 members 
Mstep: Class 14 contains 28606 members 
Mstep: Class 15 contains 51460 members 
Mstep: Class 16 contains 21346 members 
Mstep: Class 17 contains 3944 members 
Mstep: Class 18 contains 38250 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 19328 members 
Mstep: Class 22 contains 95849 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 32364 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 42853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776128.000000 Penalty: 96524.656250
Iteration 68Q: 28 clusters Score -1.427761e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 161693 members 
Mstep: Class 3 contains 250347 members 
Mstep: Class 4 contains 17924 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 862010 members 
Mstep: Class 8 contains 9001 members 
Mstep: Class 9 contains 19513 members 
Mstep: Class 10 contains 21670 members 
Mstep: Class 11 contains 23304 members 
Mstep: Class 12 contains 34233 members 
Mstep: Class 13 contains 37140 members 
Mstep: Class 14 contains 28598 members 
Mstep: Class 15 contains 51456 members 
Mstep: Class 16 contains 21348 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 38272 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 22 contains 96072 members 
Mstep: Class 23 contains 15827 members 
Mstep: Class 24 contains 3756 members 
Mstep: Class 25 contains 32338 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 42827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776544.000000 Penalty: 96524.656250
Iteration 69Q: 28 clusters Score -1.427765e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 161721 members 
Mstep: Class 3 contains 250570 members 
Mstep: Class 4 contains 17914 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 861284 members 
Mstep: Class 8 contains 9008 members 
Mstep: Class 9 contains 19524 members 
Mstep: Class 10 contains 21667 members 
Mstep: Class 11 contains 23314 members 
Mstep: Class 12 contains 34422 members 
Mstep: Class 13 contains 37162 members 
Mstep: Class 14 contains 28592 members 
Mstep: Class 15 contains 51453 members 
Mstep: Class 16 contains 21345 members 
Mstep: Class 17 contains 3954 members 
Mstep: Class 18 contains 38286 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5131 members 
Mstep: Class 21 contains 19274 members 
Mstep: Class 22 contains 96283 members 
Mstep: Class 23 contains 15916 members 
Mstep: Class 24 contains 3758 members 
Mstep: Class 25 contains 32319 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 42806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776720.000000 Penalty: 96524.656250
Iteration 70Q: 28 clusters Score -1.427767e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 161762 members 
Mstep: Class 3 contains 250773 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 860652 members 
Mstep: Class 8 contains 9010 members 
Mstep: Class 9 contains 19527 members 
Mstep: Class 10 contains 21670 members 
Mstep: Class 11 contains 23323 members 
Mstep: Class 12 contains 34544 members 
Mstep: Class 13 contains 37175 members 
Mstep: Class 14 contains 28584 members 
Mstep: Class 15 contains 51465 members 
Mstep: Class 16 contains 21339 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 38297 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 19244 members 
Mstep: Class 22 contains 96471 members 
Mstep: Class 23 contains 15995 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 32300 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 42806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776784.000000 Penalty: 96524.656250
Iteration 71Q: 28 clusters Score -1.427768e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 161789 members 
Mstep: Class 3 contains 250965 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 13592 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 860101 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 19523 members 
Mstep: Class 10 contains 21669 members 
Mstep: Class 11 contains 23327 members 
Mstep: Class 12 contains 34648 members 
Mstep: Class 13 contains 37189 members 
Mstep: Class 14 contains 28569 members 
Mstep: Class 15 contains 51452 members 
Mstep: Class 16 contains 21340 members 
Mstep: Class 17 contains 3957 members 
Mstep: Class 18 contains 38307 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 19220 members 
Mstep: Class 22 contains 96657 members 
Mstep: Class 23 contains 16073 members 
Mstep: Class 24 contains 3767 members 
Mstep: Class 25 contains 32277 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 42803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777008.000000 Penalty: 96524.656250
Iteration 72Q: 28 clusters Score -1.42777e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 161824 members 
Mstep: Class 3 contains 251114 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 859623 members 
Mstep: Class 8 contains 9019 members 
Mstep: Class 9 contains 19521 members 
Mstep: Class 10 contains 21664 members 
Mstep: Class 11 contains 23331 members 
Mstep: Class 12 contains 34738 members 
Mstep: Class 13 contains 37178 members 
Mstep: Class 14 contains 28564 members 
Mstep: Class 15 contains 51448 members 
Mstep: Class 16 contains 21341 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 38330 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5138 members 
Mstep: Class 21 contains 19201 members 
Mstep: Class 22 contains 96815 members 
Mstep: Class 23 contains 16135 members 
Mstep: Class 24 contains 3770 members 
Mstep: Class 25 contains 32262 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 42809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777200.000000 Penalty: 96524.656250
Iteration 73Q: 28 clusters Score -1.427772e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 161846 members 
Mstep: Class 3 contains 251228 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 859192 members 
Mstep: Class 8 contains 9029 members 
Mstep: Class 9 contains 19517 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 23331 members 
Mstep: Class 12 contains 34813 members 
Mstep: Class 13 contains 37179 members 
Mstep: Class 14 contains 28555 members 
Mstep: Class 15 contains 51447 members 
Mstep: Class 16 contains 21337 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 38347 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5142 members 
Mstep: Class 21 contains 19190 members 
Mstep: Class 22 contains 96952 members 
Mstep: Class 23 contains 16213 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 32250 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 42817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777264.000000 Penalty: 96524.656250
Iteration 74Q: 28 clusters Score -1.427773e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 161866 members 
Mstep: Class 3 contains 251331 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 858854 members 
Mstep: Class 8 contains 9035 members 
Mstep: Class 9 contains 19518 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 23334 members 
Mstep: Class 12 contains 34876 members 
Mstep: Class 13 contains 37179 members 
Mstep: Class 14 contains 28552 members 
Mstep: Class 15 contains 51445 members 
Mstep: Class 16 contains 21331 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 38351 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5144 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 22 contains 97070 members 
Mstep: Class 23 contains 16264 members 
Mstep: Class 24 contains 3772 members 
Mstep: Class 25 contains 32237 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 42820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777456.000000 Penalty: 96524.656250
Iteration 75Q: 28 clusters Score -1.427775e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 161880 members 
Mstep: Class 3 contains 251441 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 858553 members 
Mstep: Class 8 contains 9034 members 
Mstep: Class 9 contains 19512 members 
Mstep: Class 10 contains 21661 members 
Mstep: Class 11 contains 23341 members 
Mstep: Class 12 contains 34924 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 28541 members 
Mstep: Class 15 contains 51448 members 
Mstep: Class 16 contains 21332 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 38354 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 19163 members 
Mstep: Class 22 contains 97160 members 
Mstep: Class 23 contains 16322 members 
Mstep: Class 24 contains 3774 members 
Mstep: Class 25 contains 32227 members 
Mstep: Class 26 contains 1822 members 
Mstep: Class 27 contains 42818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777328.000000 Penalty: 96524.656250
Iteration 76Q: 28 clusters Score -1.427773e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 161884 members 
Mstep: Class 3 contains 251535 members 
Mstep: Class 4 contains 17904 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 858285 members 
Mstep: Class 8 contains 9034 members 
Mstep: Class 9 contains 19514 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 23345 members 
Mstep: Class 12 contains 34970 members 
Mstep: Class 13 contains 37177 members 
Mstep: Class 14 contains 28541 members 
Mstep: Class 15 contains 51440 members 
Mstep: Class 16 contains 21331 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19152 members 
Mstep: Class 22 contains 97244 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 3774 members 
Mstep: Class 25 contains 32221 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 42818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777184.000000 Penalty: 96524.656250
Iteration 77Q: 28 clusters Score -1.427772e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 161885 members 
Mstep: Class 3 contains 251630 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 858047 members 
Mstep: Class 8 contains 9037 members 
Mstep: Class 9 contains 19509 members 
Mstep: Class 10 contains 21660 members 
Mstep: Class 11 contains 23346 members 
Mstep: Class 12 contains 35009 members 
Mstep: Class 13 contains 37177 members 
Mstep: Class 14 contains 28541 members 
Mstep: Class 15 contains 51433 members 
Mstep: Class 16 contains 21328 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38356 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5148 members 
Mstep: Class 21 contains 19139 members 
Mstep: Class 22 contains 97312 members 
Mstep: Class 23 contains 16426 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 32219 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 42825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777232.000000 Penalty: 96524.656250
Iteration 78Q: 28 clusters Score -1.427772e+08 nChanged 349
Entering ConstructFrom: 
Score: -142777232.000000 Penalty: 96524.656250
Entering ConstructFrom: 
Trying to split cluster 1 (5173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Entering Unmasked Estep 
Score: -379924.062500 Penalty: 2120.699707
	Iteration 0F: 2 clusters Score -379924.1 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 2579 members 
Entering Unmasked Estep 
Score: -375255.187500 Penalty: 4241.399414
	Iteration 0F: 3 clusters Score -375255.2 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -376472.437500 Penalty: 4241.399414
	Iteration 1F: 3 clusters Score -376472.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -376763.437500 Penalty: 4241.399414
	Iteration 2F: 3 clusters Score -376763.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -376961.812500 Penalty: 4241.399414
	Iteration 3F: 3 clusters Score -376961.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -377179.406250 Penalty: 4241.399414
	Iteration 4Q: 3 clusters Score -377179.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -377510.875000 Penalty: 4241.399414
	Iteration 5F: 3 clusters Score -377510.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -378111.718750 Penalty: 4241.399414
	Iteration 6F: 3 clusters Score -378111.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -379572.406250 Penalty: 4241.399414
	Iteration 7F: 3 clusters Score -379572.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -381375.562500 Penalty: 4241.399414
	Iteration 8F: 3 clusters Score -381375.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -382156.562500 Penalty: 4241.399414
	Iteration 9F: 3 clusters Score -382156.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -382440.312500 Penalty: 4241.399414
	Iteration 10Q: 3 clusters Score -382440.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -382591.843750 Penalty: 4241.399414
	Iteration 11Q: 3 clusters Score -382591.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -382731.312500 Penalty: 4241.399414
	Iteration 12Q: 3 clusters Score -382731.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -382894.031250 Penalty: 4241.399414
	Iteration 13Q: 3 clusters Score -382894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -383026.500000 Penalty: 4241.399414
	Iteration 14Q: 3 clusters Score -383026.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -383080.218750 Penalty: 4241.399414
	Iteration 15Q: 3 clusters Score -383080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -383093.781250 Penalty: 4241.399414
	Iteration 16Q: 3 clusters Score -383093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -383095.312500 Penalty: 4241.399414
	Iteration 17Q: 3 clusters Score -383095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -383096.718750 Penalty: 4241.399414
	Iteration 18Q: 3 clusters Score -383096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -383096.718750 Penalty: 4241.399414
	Iteration 19F: 3 clusters Score -383096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 161888 members 
Mstep: Class 3 contains 251718 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857823 members 
Mstep: Class 8 contains 9037 members 
Mstep: Class 9 contains 19508 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 23345 members 
Mstep: Class 12 contains 35035 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 28545 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 21330 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38358 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 97391 members 
Mstep: Class 23 contains 16471 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 32216 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42827 members 
Mstep: Class 28 contains 3623 members 
Entering Unmasked Estep 
Score: -142778752.000000 Penalty: 100099.648438
Splitting cluster 1 changes total score from -142777232.000000 to -142778752.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 2 (161888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Entering Unmasked Estep 
Score: -13187935.000000 Penalty: 2974.675781
	Iteration 0F: 2 clusters Score -1.318794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -13079845.000000 Penalty: 5949.351562
	Iteration 0F: 3 clusters Score -1.307984e+07 nChanged 77374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -13124152.000000 Penalty: 5949.351562
	Iteration 1F: 3 clusters Score -1.312415e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82058 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -13124752.000000 Penalty: 5949.351562
	Iteration 2Q: 3 clusters Score -1.312475e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -13125437.000000 Penalty: 5949.351562
	Iteration 3Q: 3 clusters Score -1.312544e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -13126180.000000 Penalty: 5949.351562
	Iteration 4Q: 3 clusters Score -1.312618e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -13126986.000000 Penalty: 5949.351562
	Iteration 5Q: 3 clusters Score -1.312699e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -13128100.000000 Penalty: 5949.351562
	Iteration 6Q: 3 clusters Score -1.31281e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -13129427.000000 Penalty: 5949.351562
	Iteration 7Q: 3 clusters Score -1.312943e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -13131594.000000 Penalty: 5949.351562
	Iteration 8Q: 3 clusters Score -1.313159e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -13134475.000000 Penalty: 5949.351562
	Iteration 9Q: 3 clusters Score -1.313448e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -13138261.000000 Penalty: 5949.351562
	Iteration 10Q: 3 clusters Score -1.313826e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -13143471.000000 Penalty: 5949.351562
	Iteration 11F: 3 clusters Score -1.314347e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -13149704.000000 Penalty: 5949.351562
	Iteration 12F: 3 clusters Score -1.31497e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123612 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -13156742.000000 Penalty: 5949.351562
	Iteration 13F: 3 clusters Score -1.315674e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -13163481.000000 Penalty: 5949.351562
	Iteration 14F: 3 clusters Score -1.316348e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138393 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -13169179.000000 Penalty: 5949.351562
	Iteration 15Q: 3 clusters Score -1.316918e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143854 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -13173435.000000 Penalty: 5949.351562
	Iteration 16Q: 3 clusters Score -1.317344e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -13176605.000000 Penalty: 5949.351562
	Iteration 17Q: 3 clusters Score -1.31766e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -13178881.000000 Penalty: 5949.351562
	Iteration 18Q: 3 clusters Score -1.317888e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -13180666.000000 Penalty: 5949.351562
	Iteration 19Q: 3 clusters Score -1.318067e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156497 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -13182128.000000 Penalty: 5949.351562
	Iteration 20F: 3 clusters Score -1.318213e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -13183138.000000 Penalty: 5949.351562
	Iteration 21Q: 3 clusters Score -1.318314e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159240 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -13183874.000000 Penalty: 5949.351562
	Iteration 22Q: 3 clusters Score -1.318387e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13184366.000000 Penalty: 5949.351562
	Iteration 23Q: 3 clusters Score -1.318437e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160455 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -13184666.000000 Penalty: 5949.351562
	Iteration 24Q: 3 clusters Score -1.318467e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160772 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13184900.000000 Penalty: 5949.351562
	Iteration 25Q: 3 clusters Score -1.31849e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13185033.000000 Penalty: 5949.351562
	Iteration 26Q: 3 clusters Score -1.318503e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161104 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -13185112.000000 Penalty: 5949.351562
	Iteration 27Q: 3 clusters Score -1.318511e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13185189.000000 Penalty: 5949.351562
	Iteration 28Q: 3 clusters Score -1.318519e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13185234.000000 Penalty: 5949.351562
	Iteration 29Q: 3 clusters Score -1.318523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161301 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -13185258.000000 Penalty: 5949.351562
	Iteration 30Q: 3 clusters Score -1.318526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13185287.000000 Penalty: 5949.351562
	Iteration 31Q: 3 clusters Score -1.318529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13185304.000000 Penalty: 5949.351562
	Iteration 32Q: 3 clusters Score -1.31853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13185318.000000 Penalty: 5949.351562
	Iteration 33Q: 3 clusters Score -1.318532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13185326.000000 Penalty: 5949.351562
	Iteration 34Q: 3 clusters Score -1.318533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -13185338.000000 Penalty: 5949.351562
	Iteration 35Q: 3 clusters Score -1.318534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161397 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13185346.000000 Penalty: 5949.351562
	Iteration 36Q: 3 clusters Score -1.318535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161402 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13185350.000000 Penalty: 5949.351562
	Iteration 37Q: 3 clusters Score -1.318535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161404 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13185352.000000 Penalty: 5949.351562
	Iteration 38Q: 3 clusters Score -1.318535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161404 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13185348.000000 Penalty: 5949.351562
	Iteration 39Q: 3 clusters Score -1.318535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13185345.000000 Penalty: 5949.351562
	Iteration 40F: 3 clusters Score -1.318534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (251718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251718 members 
Entering Unmasked Estep 
Score: -20336168.000000 Penalty: 3084.144043
	Iteration 0F: 2 clusters Score -2.033617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 125590 members 
Entering Unmasked Estep 
Score: -20166962.000000 Penalty: 6168.288086
	Iteration 0F: 3 clusters Score -2.016696e+07 nChanged 121417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130765 members 
Mstep: Class 2 contains 120953 members 
Entering Unmasked Estep 
Score: -20238662.000000 Penalty: 6168.288086
	Iteration 1F: 3 clusters Score -2.023866e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133809 members 
Mstep: Class 2 contains 117909 members 
Entering Unmasked Estep 
Score: -20240118.000000 Penalty: 6168.288086
	Iteration 2Q: 3 clusters Score -2.024012e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138573 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -20242444.000000 Penalty: 6168.288086
	Iteration 3Q: 3 clusters Score -2.024244e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -20246136.000000 Penalty: 6168.288086
	Iteration 4Q: 3 clusters Score -2.024614e+07 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -20252382.000000 Penalty: 6168.288086
	Iteration 5Q: 3 clusters Score -2.025238e+07 nChanged 15747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -20262284.000000 Penalty: 6168.288086
	Iteration 6F: 3 clusters Score -2.026228e+07 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -20276858.000000 Penalty: 6168.288086
	Iteration 7F: 3 clusters Score -2.027686e+07 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208532 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -20293856.000000 Penalty: 6168.288086
	Iteration 8F: 3 clusters Score -2.029386e+07 nChanged 17001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225485 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -20309176.000000 Penalty: 6168.288086
	Iteration 9F: 3 clusters Score -2.030918e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237734 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -20320684.000000 Penalty: 6168.288086
	Iteration 10Q: 3 clusters Score -2.032068e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245107 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -20327530.000000 Penalty: 6168.288086
	Iteration 11Q: 3 clusters Score -2.032753e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248868 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -20331090.000000 Penalty: 6168.288086
	Iteration 12Q: 3 clusters Score -2.033109e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250436 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20332398.000000 Penalty: 6168.288086
	Iteration 13Q: 3 clusters Score -2.03324e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250971 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20332852.000000 Penalty: 6168.288086
	Iteration 14Q: 3 clusters Score -2.033285e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251155 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20333076.000000 Penalty: 6168.288086
	Iteration 15Q: 3 clusters Score -2.033308e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251236 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20333208.000000 Penalty: 6168.288086
	Iteration 16Q: 3 clusters Score -2.033321e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251273 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -20333276.000000 Penalty: 6168.288086
	Iteration 17Q: 3 clusters Score -2.033328e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251293 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20333338.000000 Penalty: 6168.288086
	Iteration 18Q: 3 clusters Score -2.033334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251313 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20333324.000000 Penalty: 6168.288086
	Iteration 19Q: 3 clusters Score -2.033332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251327 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20333338.000000 Penalty: 6168.288086
	Iteration 20F: 3 clusters Score -2.033334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20333364.000000 Penalty: 6168.288086
	Iteration 21Q: 3 clusters Score -2.033336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -20333378.000000 Penalty: 6168.288086
	Iteration 22Q: 3 clusters Score -2.033338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20333382.000000 Penalty: 6168.288086
	Iteration 23Q: 3 clusters Score -2.033338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251354 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20333396.000000 Penalty: 6168.288086
	Iteration 24Q: 3 clusters Score -2.03334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -20333396.000000 Penalty: 6168.288086
	Iteration 25Q: 3 clusters Score -2.03334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251358 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20333408.000000 Penalty: 6168.288086
	Iteration 26Q: 3 clusters Score -2.033341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251360 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20333424.000000 Penalty: 6168.288086
	Iteration 27Q: 3 clusters Score -2.033342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251364 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20333420.000000 Penalty: 6168.288086
	Iteration 28Q: 3 clusters Score -2.033342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20333426.000000 Penalty: 6168.288086
	Iteration 29Q: 3 clusters Score -2.033343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251369 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20333432.000000 Penalty: 6168.288086
	Iteration 30Q: 3 clusters Score -2.033343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251373 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20333450.000000 Penalty: 6168.288086
	Iteration 31Q: 3 clusters Score -2.033345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20333466.000000 Penalty: 6168.288086
	Iteration 32Q: 3 clusters Score -2.033347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251383 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20333480.000000 Penalty: 6168.288086
	Iteration 33Q: 3 clusters Score -2.033348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251386 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20333470.000000 Penalty: 6168.288086
	Iteration 34Q: 3 clusters Score -2.033347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251391 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -20333472.000000 Penalty: 6168.288086
	Iteration 35Q: 3 clusters Score -2.033347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20333470.000000 Penalty: 6168.288086
	Iteration 36Q: 3 clusters Score -2.033347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251397 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20333478.000000 Penalty: 6168.288086
	Iteration 37Q: 3 clusters Score -2.033348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251397 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20333478.000000 Penalty: 6168.288086
	Iteration 38F: 3 clusters Score -2.033348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Entering Unmasked Estep 
Score: -1375796.750000 Penalty: 2428.581543
	Iteration 0F: 2 clusters Score -1375797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1363141.375000 Penalty: 4857.163086
	Iteration 0F: 3 clusters Score -1363141 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1367343.500000 Penalty: 4857.163086
	Iteration 1F: 3 clusters Score -1367344 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1367820.500000 Penalty: 4857.163086
	Iteration 2F: 3 clusters Score -1367820 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1368336.125000 Penalty: 4857.163086
	Iteration 3F: 3 clusters Score -1368336 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1368980.000000 Penalty: 4857.163086
	Iteration 4F: 3 clusters Score -1368980 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1369678.625000 Penalty: 4857.163086
	Iteration 5F: 3 clusters Score -1369679 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1370402.250000 Penalty: 4857.163086
	Iteration 6F: 3 clusters Score -1370402 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1371144.375000 Penalty: 4857.163086
	Iteration 7F: 3 clusters Score -1371144 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1371868.750000 Penalty: 4857.163086
	Iteration 8Q: 3 clusters Score -1371869 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1372510.000000 Penalty: 4857.163086
	Iteration 9Q: 3 clusters Score -1372510 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1373020.125000 Penalty: 4857.163086
	Iteration 10Q: 3 clusters Score -1373020 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1373361.000000 Penalty: 4857.163086
	Iteration 11Q: 3 clusters Score -1373361 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1373565.375000 Penalty: 4857.163086
	Iteration 12Q: 3 clusters Score -1373565 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1373679.625000 Penalty: 4857.163086
	Iteration 13Q: 3 clusters Score -1373680 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1373779.625000 Penalty: 4857.163086
	Iteration 14Q: 3 clusters Score -1373780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1373844.375000 Penalty: 4857.163086
	Iteration 15Q: 3 clusters Score -1373844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1373882.125000 Penalty: 4857.163086
	Iteration 16Q: 3 clusters Score -1373882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1373919.875000 Penalty: 4857.163086
	Iteration 17Q: 3 clusters Score -1373920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1373941.750000 Penalty: 4857.163086
	Iteration 18Q: 3 clusters Score -1373942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1373969.750000 Penalty: 4857.163086
	Iteration 19Q: 3 clusters Score -1373970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1373993.000000 Penalty: 4857.163086
	Iteration 20F: 3 clusters Score -1373993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1374018.875000 Penalty: 4857.163086
	Iteration 21Q: 3 clusters Score -1374019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1374053.250000 Penalty: 4857.163086
	Iteration 22Q: 3 clusters Score -1374053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1374099.875000 Penalty: 4857.163086
	Iteration 23Q: 3 clusters Score -1374100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1374138.750000 Penalty: 4857.163086
	Iteration 24Q: 3 clusters Score -1374139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1374186.000000 Penalty: 4857.163086
	Iteration 25Q: 3 clusters Score -1374186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1374232.625000 Penalty: 4857.163086
	Iteration 26Q: 3 clusters Score -1374233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1374280.625000 Penalty: 4857.163086
	Iteration 27Q: 3 clusters Score -1374281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1374346.125000 Penalty: 4857.163086
	Iteration 28Q: 3 clusters Score -1374346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1374411.625000 Penalty: 4857.163086
	Iteration 29Q: 3 clusters Score -1374412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1374482.875000 Penalty: 4857.163086
	Iteration 30Q: 3 clusters Score -1374483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1374538.875000 Penalty: 4857.163086
	Iteration 31Q: 3 clusters Score -1374539 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1374583.250000 Penalty: 4857.163086
	Iteration 32Q: 3 clusters Score -1374583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1374617.125000 Penalty: 4857.163086
	Iteration 33Q: 3 clusters Score -1374617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1374650.500000 Penalty: 4857.163086
	Iteration 34Q: 3 clusters Score -1374650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1374670.375000 Penalty: 4857.163086
	Iteration 35Q: 3 clusters Score -1374670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1374686.375000 Penalty: 4857.163086
	Iteration 36Q: 3 clusters Score -1374686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1374699.125000 Penalty: 4857.163086
	Iteration 37Q: 3 clusters Score -1374699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1374707.250000 Penalty: 4857.163086
	Iteration 38Q: 3 clusters Score -1374707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1374708.250000 Penalty: 4857.163086
	Iteration 39Q: 3 clusters Score -1374708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1374710.625000 Penalty: 4857.163086
	Iteration 40F: 3 clusters Score -1374711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1374712.000000 Penalty: 4857.163086
	Iteration 41Q: 3 clusters Score -1374712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1374714.250000 Penalty: 4857.163086
	Iteration 42Q: 3 clusters Score -1374714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1374713.500000 Penalty: 4857.163086
	Iteration 43Q: 3 clusters Score -1374714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1374714.000000 Penalty: 4857.163086
	Iteration 44Q: 3 clusters Score -1374714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1374714.875000 Penalty: 4857.163086
	Iteration 45Q: 3 clusters Score -1374715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1374714.875000 Penalty: 4857.163086
	Iteration 46F: 3 clusters Score -1374715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Entering Unmasked Estep 
Score: -1025583.437500 Penalty: 2360.219727
	Iteration 0F: 2 clusters Score -1025583 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 6767 members 
Entering Unmasked Estep 
Score: -1015703.937500 Penalty: 4720.439453
	Iteration 0F: 3 clusters Score -1015704 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1021493.562500 Penalty: 4720.439453
	Iteration 1F: 3 clusters Score -1021494 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1026038.812500 Penalty: 4720.439453
	Iteration 2F: 3 clusters Score -1026039 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1028896.187500 Penalty: 4720.439453
	Iteration 3F: 3 clusters Score -1028896 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1029592.062500 Penalty: 4720.439453
	Iteration 4F: 3 clusters Score -1029592 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1030006.750000 Penalty: 4720.439453
	Iteration 5Q: 3 clusters Score -1030007 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1030444.125000 Penalty: 4720.439453
	Iteration 6Q: 3 clusters Score -1030444 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1030964.062500 Penalty: 4720.439453
	Iteration 7Q: 3 clusters Score -1030964 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1031621.437500 Penalty: 4720.439453
	Iteration 8F: 3 clusters Score -1031621 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1032489.312500 Penalty: 4720.439453
	Iteration 9F: 3 clusters Score -1032489 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1033729.750000 Penalty: 4720.439453
	Iteration 10F: 3 clusters Score -1033730 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1035480.937500 Penalty: 4720.439453
	Iteration 11Q: 3 clusters Score -1035481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1035889.562500 Penalty: 4720.439453
	Iteration 12Q: 3 clusters Score -1035890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1035918.937500 Penalty: 4720.439453
	Iteration 13Q: 3 clusters Score -1035919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1035921.625000 Penalty: 4720.439453
	Iteration 14Q: 3 clusters Score -1035922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1035922.312500 Penalty: 4720.439453
	Iteration 15Q: 3 clusters Score -1035922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1035922.062500 Penalty: 4720.439453
	Iteration 16Q: 3 clusters Score -1035922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1035922.062500 Penalty: 4720.439453
	Iteration 17F: 3 clusters Score -1035922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 161888 members 
Mstep: Class 3 contains 251718 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857823 members 
Mstep: Class 8 contains 9037 members 
Mstep: Class 9 contains 19508 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 23345 members 
Mstep: Class 12 contains 35035 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 28545 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 21330 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38358 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 97391 members 
Mstep: Class 23 contains 16471 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 32216 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42827 members 
Mstep: Class 28 contains 3623 members 
Mstep: Class 29 contains 3428 members 
Entering Unmasked Estep 
Score: -142788816.000000 Penalty: 103674.632812
Splitting cluster 5 changes total score from -142777232.000000 to -142788816.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 6 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -67437.117188 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -67437.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65515.890625 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -65515.89 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -65802.375000 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -65802.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65888.757812 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -65888.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65930.023438 Penalty: 3429.706543
	Iteration 3Q: 3 clusters Score -65930.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65947.585938 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -65947.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65956.210938 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -65956.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65959.171875 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -65959.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65960.953125 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -65960.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65961.500000 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -65961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65962.718750 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -65962.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -65964.414062 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -65964.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65965.726562 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -65965.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65966.890625 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -65966.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65966.890625 Penalty: 3429.706543
	Iteration 13F: 3 clusters Score -65966.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (857823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857823 members 
Entering Unmasked Estep 
Score: -69215832.000000 Penalty: 3388.214111
	Iteration 0F: 2 clusters Score -6.921583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428131 members 
Mstep: Class 2 contains 429692 members 
Entering Unmasked Estep 
Score: -68642176.000000 Penalty: 6776.428223
	Iteration 0F: 3 clusters Score -6.864218e+07 nChanged 421191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404342 members 
Mstep: Class 2 contains 453481 members 
Entering Unmasked Estep 
Score: -68898464.000000 Penalty: 6776.428223
	Iteration 1F: 3 clusters Score -6.889846e+07 nChanged 21877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389013 members 
Mstep: Class 2 contains 468810 members 
Entering Unmasked Estep 
Score: -68903608.000000 Penalty: 6776.428223
	Iteration 2Q: 3 clusters Score -6.890361e+07 nChanged 27940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365059 members 
Mstep: Class 2 contains 492764 members 
Entering Unmasked Estep 
Score: -68913168.000000 Penalty: 6776.428223
	Iteration 3Q: 3 clusters Score -6.891317e+07 nChanged 39127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327996 members 
Mstep: Class 2 contains 529827 members 
Entering Unmasked Estep 
Score: -68931352.000000 Penalty: 6776.428223
	Iteration 4Q: 3 clusters Score -6.893135e+07 nChanged 54395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274413 members 
Mstep: Class 2 contains 583410 members 
Entering Unmasked Estep 
Score: -68965192.000000 Penalty: 6776.428223
	Iteration 5F: 3 clusters Score -6.896519e+07 nChanged 69373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205280 members 
Mstep: Class 2 contains 652543 members 
Entering Unmasked Estep 
Score: -69018416.000000 Penalty: 6776.428223
	Iteration 6F: 3 clusters Score -6.901842e+07 nChanged 73489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131847 members 
Mstep: Class 2 contains 725976 members 
Entering Unmasked Estep 
Score: -69084704.000000 Penalty: 6776.428223
	Iteration 7F: 3 clusters Score -6.90847e+07 nChanged 60725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 786695 members 
Entering Unmasked Estep 
Score: -69142064.000000 Penalty: 6776.428223
	Iteration 8F: 3 clusters Score -6.914206e+07 nChanged 38961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 825656 members 
Entering Unmasked Estep 
Score: -69180528.000000 Penalty: 6776.428223
	Iteration 9Q: 3 clusters Score -6.918053e+07 nChanged 19964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 845620 members 
Entering Unmasked Estep 
Score: -69200400.000000 Penalty: 6776.428223
	Iteration 10Q: 3 clusters Score -6.92004e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 853631 members 
Entering Unmasked Estep 
Score: -69208808.000000 Penalty: 6776.428223
	Iteration 11Q: 3 clusters Score -6.920881e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 856330 members 
Entering Unmasked Estep 
Score: -69211392.000000 Penalty: 6776.428223
	Iteration 12Q: 3 clusters Score -6.921139e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 857068 members 
Entering Unmasked Estep 
Score: -69212064.000000 Penalty: 6776.428223
	Iteration 13Q: 3 clusters Score -6.921206e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 857308 members 
Entering Unmasked Estep 
Score: -69212376.000000 Penalty: 6776.428223
	Iteration 14Q: 3 clusters Score -6.921238e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 857392 members 
Entering Unmasked Estep 
Score: -69212488.000000 Penalty: 6776.428223
	Iteration 15Q: 3 clusters Score -6.921249e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 857432 members 
Entering Unmasked Estep 
Score: -69212584.000000 Penalty: 6776.428223
	Iteration 16Q: 3 clusters Score -6.921258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 857459 members 
Entering Unmasked Estep 
Score: -69212672.000000 Penalty: 6776.428223
	Iteration 17Q: 3 clusters Score -6.921267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 857474 members 
Entering Unmasked Estep 
Score: -69212720.000000 Penalty: 6776.428223
	Iteration 18Q: 3 clusters Score -6.921272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 857484 members 
Entering Unmasked Estep 
Score: -69212736.000000 Penalty: 6776.428223
	Iteration 19Q: 3 clusters Score -6.921274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 857494 members 
Entering Unmasked Estep 
Score: -69212720.000000 Penalty: 6776.428223
	Iteration 20F: 3 clusters Score -6.921272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 857493 members 
Entering Unmasked Estep 
Score: -69212728.000000 Penalty: 6776.428223
	Iteration 21Q: 3 clusters Score -6.921273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 857492 members 
Entering Unmasked Estep 
Score: -69212752.000000 Penalty: 6776.428223
	Iteration 22Q: 3 clusters Score -6.921275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 857491 members 
Entering Unmasked Estep 
Score: -69212768.000000 Penalty: 6776.428223
	Iteration 23Q: 3 clusters Score -6.921277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 857491 members 
Entering Unmasked Estep 
Score: -69212752.000000 Penalty: 6776.428223
	Iteration 24Q: 3 clusters Score -6.921275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 857490 members 
Entering Unmasked Estep 
Score: -69212760.000000 Penalty: 6776.428223
	Iteration 25Q: 3 clusters Score -6.921276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 857490 members 
Entering Unmasked Estep 
Score: -69212752.000000 Penalty: 6776.428223
	Iteration 26Q: 3 clusters Score -6.921275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 857490 members 
Entering Unmasked Estep 
Score: -69212752.000000 Penalty: 6776.428223
	Iteration 27F: 3 clusters Score -6.921275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -753924.687500 Penalty: 2259.052490
	Iteration 0F: 2 clusters Score -753924.7 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 4440 members 
Entering Unmasked Estep 
Score: -746855.937500 Penalty: 4518.104980
	Iteration 0F: 3 clusters Score -746855.9 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -748795.375000 Penalty: 4518.104980
	Iteration 1F: 3 clusters Score -748795.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -748999.750000 Penalty: 4518.104980
	Iteration 2F: 3 clusters Score -748999.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -749141.687500 Penalty: 4518.104980
	Iteration 3Q: 3 clusters Score -749141.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -749284.562500 Penalty: 4518.104980
	Iteration 4Q: 3 clusters Score -749284.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -749427.687500 Penalty: 4518.104980
	Iteration 5Q: 3 clusters Score -749427.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -749550.625000 Penalty: 4518.104980
	Iteration 6Q: 3 clusters Score -749550.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -749680.812500 Penalty: 4518.104980
	Iteration 7Q: 3 clusters Score -749680.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -749844.500000 Penalty: 4518.104980
	Iteration 8Q: 3 clusters Score -749844.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -750027.937500 Penalty: 4518.104980
	Iteration 9Q: 3 clusters Score -750027.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -750241.312500 Penalty: 4518.104980
	Iteration 10Q: 3 clusters Score -750241.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -750475.437500 Penalty: 4518.104980
	Iteration 11Q: 3 clusters Score -750475.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -750785.125000 Penalty: 4518.104980
	Iteration 12Q: 3 clusters Score -750785.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -751107.687500 Penalty: 4518.104980
	Iteration 13Q: 3 clusters Score -751107.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -751341.000000 Penalty: 4518.104980
	Iteration 14Q: 3 clusters Score -751341 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -751506.500000 Penalty: 4518.104980
	Iteration 15Q: 3 clusters Score -751506.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -751642.687500 Penalty: 4518.104980
	Iteration 16Q: 3 clusters Score -751642.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -751737.437500 Penalty: 4518.104980
	Iteration 17Q: 3 clusters Score -751737.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -751803.500000 Penalty: 4518.104980
	Iteration 18Q: 3 clusters Score -751803.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -751838.937500 Penalty: 4518.104980
	Iteration 19Q: 3 clusters Score -751838.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -751859.875000 Penalty: 4518.104980
	Iteration 20F: 3 clusters Score -751859.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -751889.625000 Penalty: 4518.104980
	Iteration 21Q: 3 clusters Score -751889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -751907.312500 Penalty: 4518.104980
	Iteration 22Q: 3 clusters Score -751907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -751918.000000 Penalty: 4518.104980
	Iteration 23Q: 3 clusters Score -751918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -751932.000000 Penalty: 4518.104980
	Iteration 24Q: 3 clusters Score -751932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -751937.937500 Penalty: 4518.104980
	Iteration 25Q: 3 clusters Score -751937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -751944.187500 Penalty: 4518.104980
	Iteration 26Q: 3 clusters Score -751944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -751948.250000 Penalty: 4518.104980
	Iteration 27Q: 3 clusters Score -751948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -751951.937500 Penalty: 4518.104980
	Iteration 28Q: 3 clusters Score -751951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -751957.562500 Penalty: 4518.104980
	Iteration 29Q: 3 clusters Score -751957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -751959.375000 Penalty: 4518.104980
	Iteration 30Q: 3 clusters Score -751959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -751963.562500 Penalty: 4518.104980
	Iteration 31Q: 3 clusters Score -751963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -751965.250000 Penalty: 4518.104980
	Iteration 32Q: 3 clusters Score -751965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -751966.312500 Penalty: 4518.104980
	Iteration 33Q: 3 clusters Score -751966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -751966.312500 Penalty: 4518.104980
	Iteration 34F: 3 clusters Score -751966.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Entering Unmasked Estep 
Score: -1361685.375000 Penalty: 2449.887939
	Iteration 0F: 2 clusters Score -1361685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1347942.000000 Penalty: 4899.775879
	Iteration 0F: 3 clusters Score -1347942 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1352728.000000 Penalty: 4899.775879
	Iteration 1F: 3 clusters Score -1352728 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1353117.000000 Penalty: 4899.775879
	Iteration 2F: 3 clusters Score -1353117 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1353456.375000 Penalty: 4899.775879
	Iteration 3Q: 3 clusters Score -1353456 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1353768.875000 Penalty: 4899.775879
	Iteration 4Q: 3 clusters Score -1353769 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1354061.125000 Penalty: 4899.775879
	Iteration 5Q: 3 clusters Score -1354061 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1354326.000000 Penalty: 4899.775879
	Iteration 6Q: 3 clusters Score -1354326 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1354589.125000 Penalty: 4899.775879
	Iteration 7Q: 3 clusters Score -1354589 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1354865.750000 Penalty: 4899.775879
	Iteration 8Q: 3 clusters Score -1354866 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1355202.500000 Penalty: 4899.775879
	Iteration 9Q: 3 clusters Score -1355202 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1355583.000000 Penalty: 4899.775879
	Iteration 10Q: 3 clusters Score -1355583 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1356019.375000 Penalty: 4899.775879
	Iteration 11Q: 3 clusters Score -1356019 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1356439.250000 Penalty: 4899.775879
	Iteration 12Q: 3 clusters Score -1356439 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1356839.750000 Penalty: 4899.775879
	Iteration 13Q: 3 clusters Score -1356840 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1357171.750000 Penalty: 4899.775879
	Iteration 14Q: 3 clusters Score -1357172 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1357461.750000 Penalty: 4899.775879
	Iteration 15Q: 3 clusters Score -1357462 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1357674.875000 Penalty: 4899.775879
	Iteration 16Q: 3 clusters Score -1357675 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1357841.000000 Penalty: 4899.775879
	Iteration 17Q: 3 clusters Score -1357841 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1357968.500000 Penalty: 4899.775879
	Iteration 18Q: 3 clusters Score -1357968 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1358070.750000 Penalty: 4899.775879
	Iteration 19Q: 3 clusters Score -1358071 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1358165.625000 Penalty: 4899.775879
	Iteration 20F: 3 clusters Score -1358166 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1358246.250000 Penalty: 4899.775879
	Iteration 21Q: 3 clusters Score -1358246 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1358333.500000 Penalty: 4899.775879
	Iteration 22Q: 3 clusters Score -1358334 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1358422.750000 Penalty: 4899.775879
	Iteration 23Q: 3 clusters Score -1358423 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1358505.125000 Penalty: 4899.775879
	Iteration 24Q: 3 clusters Score -1358505 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1358587.375000 Penalty: 4899.775879
	Iteration 25Q: 3 clusters Score -1358587 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1358696.375000 Penalty: 4899.775879
	Iteration 26Q: 3 clusters Score -1358696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1358806.500000 Penalty: 4899.775879
	Iteration 27Q: 3 clusters Score -1358806 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1358907.125000 Penalty: 4899.775879
	Iteration 28Q: 3 clusters Score -1358907 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1358999.500000 Penalty: 4899.775879
	Iteration 29Q: 3 clusters Score -1359000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1359069.750000 Penalty: 4899.775879
	Iteration 30Q: 3 clusters Score -1359070 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1359147.125000 Penalty: 4899.775879
	Iteration 31Q: 3 clusters Score -1359147 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1359237.000000 Penalty: 4899.775879
	Iteration 32Q: 3 clusters Score -1359237 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1359329.250000 Penalty: 4899.775879
	Iteration 33Q: 3 clusters Score -1359329 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1359407.000000 Penalty: 4899.775879
	Iteration 34Q: 3 clusters Score -1359407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1359493.750000 Penalty: 4899.775879
	Iteration 35Q: 3 clusters Score -1359494 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1359584.375000 Penalty: 4899.775879
	Iteration 36Q: 3 clusters Score -1359584 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1359678.875000 Penalty: 4899.775879
	Iteration 37Q: 3 clusters Score -1359679 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1359751.500000 Penalty: 4899.775879
	Iteration 38Q: 3 clusters Score -1359752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1359819.750000 Penalty: 4899.775879
	Iteration 39Q: 3 clusters Score -1359820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1359875.375000 Penalty: 4899.775879
	Iteration 40F: 3 clusters Score -1359875 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1359914.500000 Penalty: 4899.775879
	Iteration 41Q: 3 clusters Score -1359914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1359949.625000 Penalty: 4899.775879
	Iteration 42Q: 3 clusters Score -1359950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1359967.125000 Penalty: 4899.775879
	Iteration 43Q: 3 clusters Score -1359967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1359976.250000 Penalty: 4899.775879
	Iteration 44Q: 3 clusters Score -1359976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1359980.500000 Penalty: 4899.775879
	Iteration 45Q: 3 clusters Score -1359980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1359989.000000 Penalty: 4899.775879
	Iteration 46Q: 3 clusters Score -1359989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1359998.875000 Penalty: 4899.775879
	Iteration 47Q: 3 clusters Score -1359999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1360012.375000 Penalty: 4899.775879
	Iteration 48Q: 3 clusters Score -1360012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1360019.125000 Penalty: 4899.775879
	Iteration 49Q: 3 clusters Score -1360019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1360028.875000 Penalty: 4899.775879
	Iteration 50Q: 3 clusters Score -1360029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1360036.125000 Penalty: 4899.775879
	Iteration 51Q: 3 clusters Score -1360036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1360035.250000 Penalty: 4899.775879
	Iteration 52Q: 3 clusters Score -1360035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1360040.375000 Penalty: 4899.775879
	Iteration 53Q: 3 clusters Score -1360040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1360041.625000 Penalty: 4899.775879
	Iteration 54Q: 3 clusters Score -1360042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1360044.125000 Penalty: 4899.775879
	Iteration 55Q: 3 clusters Score -1360044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1360044.125000 Penalty: 4899.775879
	Iteration 56F: 3 clusters Score -1360044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Entering Unmasked Estep 
Score: -1691048.125000 Penalty: 2475.827637
	Iteration 0F: 2 clusters Score -1691048 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 10858 members 
Entering Unmasked Estep 
Score: -1675814.750000 Penalty: 4951.655273
	Iteration 0F: 3 clusters Score -1675815 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1681131.875000 Penalty: 4951.655273
	Iteration 1F: 3 clusters Score -1681132 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1681595.000000 Penalty: 4951.655273
	Iteration 2F: 3 clusters Score -1681595 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1681997.750000 Penalty: 4951.655273
	Iteration 3Q: 3 clusters Score -1681998 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1682354.625000 Penalty: 4951.655273
	Iteration 4Q: 3 clusters Score -1682355 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1682679.875000 Penalty: 4951.655273
	Iteration 5Q: 3 clusters Score -1682680 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1683029.875000 Penalty: 4951.655273
	Iteration 6Q: 3 clusters Score -1683030 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1683414.375000 Penalty: 4951.655273
	Iteration 7Q: 3 clusters Score -1683414 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1683809.875000 Penalty: 4951.655273
	Iteration 8Q: 3 clusters Score -1683810 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1684243.750000 Penalty: 4951.655273
	Iteration 9Q: 3 clusters Score -1684244 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1684776.250000 Penalty: 4951.655273
	Iteration 10Q: 3 clusters Score -1684776 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1685395.125000 Penalty: 4951.655273
	Iteration 11Q: 3 clusters Score -1685395 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1686035.000000 Penalty: 4951.655273
	Iteration 12Q: 3 clusters Score -1686035 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1686676.750000 Penalty: 4951.655273
	Iteration 13Q: 3 clusters Score -1686677 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1687165.375000 Penalty: 4951.655273
	Iteration 14Q: 3 clusters Score -1687165 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1687467.875000 Penalty: 4951.655273
	Iteration 15Q: 3 clusters Score -1687468 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1687689.500000 Penalty: 4951.655273
	Iteration 16Q: 3 clusters Score -1687690 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1687867.500000 Penalty: 4951.655273
	Iteration 17Q: 3 clusters Score -1687868 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1688035.500000 Penalty: 4951.655273
	Iteration 18Q: 3 clusters Score -1688036 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1688169.000000 Penalty: 4951.655273
	Iteration 19Q: 3 clusters Score -1688169 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1688249.625000 Penalty: 4951.655273
	Iteration 20F: 3 clusters Score -1688250 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1688305.000000 Penalty: 4951.655273
	Iteration 21Q: 3 clusters Score -1688305 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1688338.125000 Penalty: 4951.655273
	Iteration 22Q: 3 clusters Score -1688338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1688369.125000 Penalty: 4951.655273
	Iteration 23Q: 3 clusters Score -1688369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1688384.500000 Penalty: 4951.655273
	Iteration 24Q: 3 clusters Score -1688384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1688410.250000 Penalty: 4951.655273
	Iteration 25Q: 3 clusters Score -1688410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1688431.875000 Penalty: 4951.655273
	Iteration 26Q: 3 clusters Score -1688432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1688453.500000 Penalty: 4951.655273
	Iteration 27Q: 3 clusters Score -1688454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1688490.875000 Penalty: 4951.655273
	Iteration 28Q: 3 clusters Score -1688491 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1688515.250000 Penalty: 4951.655273
	Iteration 29Q: 3 clusters Score -1688515 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1688531.750000 Penalty: 4951.655273
	Iteration 30Q: 3 clusters Score -1688532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1688551.625000 Penalty: 4951.655273
	Iteration 31Q: 3 clusters Score -1688552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1688572.625000 Penalty: 4951.655273
	Iteration 32Q: 3 clusters Score -1688573 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1688595.500000 Penalty: 4951.655273
	Iteration 33Q: 3 clusters Score -1688596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1688611.500000 Penalty: 4951.655273
	Iteration 34Q: 3 clusters Score -1688612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1688620.750000 Penalty: 4951.655273
	Iteration 35Q: 3 clusters Score -1688621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1688638.625000 Penalty: 4951.655273
	Iteration 36Q: 3 clusters Score -1688639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1688650.750000 Penalty: 4951.655273
	Iteration 37Q: 3 clusters Score -1688651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1688659.125000 Penalty: 4951.655273
	Iteration 38Q: 3 clusters Score -1688659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1688670.250000 Penalty: 4951.655273
	Iteration 39Q: 3 clusters Score -1688670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1688675.500000 Penalty: 4951.655273
	Iteration 40F: 3 clusters Score -1688676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1688677.500000 Penalty: 4951.655273
	Iteration 41Q: 3 clusters Score -1688678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1688682.250000 Penalty: 4951.655273
	Iteration 42Q: 3 clusters Score -1688682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1688682.875000 Penalty: 4951.655273
	Iteration 43Q: 3 clusters Score -1688683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1688685.625000 Penalty: 4951.655273
	Iteration 44Q: 3 clusters Score -1688686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1688690.000000 Penalty: 4951.655273
	Iteration 45Q: 3 clusters Score -1688690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1688691.250000 Penalty: 4951.655273
	Iteration 46Q: 3 clusters Score -1688691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1688694.125000 Penalty: 4951.655273
	Iteration 47Q: 3 clusters Score -1688694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1688698.375000 Penalty: 4951.655273
	Iteration 48Q: 3 clusters Score -1688698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1688699.875000 Penalty: 4951.655273
	Iteration 49Q: 3 clusters Score -1688700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1688698.625000 Penalty: 4951.655273
	Iteration 50Q: 3 clusters Score -1688699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1688700.875000 Penalty: 4951.655273
	Iteration 51Q: 3 clusters Score -1688701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1688701.750000 Penalty: 4951.655273
	Iteration 52Q: 3 clusters Score -1688702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1688704.875000 Penalty: 4951.655273
	Iteration 53Q: 3 clusters Score -1688705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1688703.500000 Penalty: 4951.655273
	Iteration 54Q: 3 clusters Score -1688704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1688701.375000 Penalty: 4951.655273
	Iteration 55Q: 3 clusters Score -1688701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1688702.375000 Penalty: 4951.655273
	Iteration 56Q: 3 clusters Score -1688702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1688700.000000 Penalty: 4951.655273
	Iteration 57Q: 3 clusters Score -1688700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1688700.000000 Penalty: 4951.655273
	Iteration 58F: 3 clusters Score -1688700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Entering Unmasked Estep 
Score: -1847529.750000 Penalty: 2494.418213
	Iteration 0F: 2 clusters Score -1847530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1831391.125000 Penalty: 4988.836426
	Iteration 0F: 3 clusters Score -1831391 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1836946.000000 Penalty: 4988.836426
	Iteration 1F: 3 clusters Score -1836946 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1837471.500000 Penalty: 4988.836426
	Iteration 2F: 3 clusters Score -1837472 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1837949.625000 Penalty: 4988.836426
	Iteration 3Q: 3 clusters Score -1837950 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1838389.750000 Penalty: 4988.836426
	Iteration 4Q: 3 clusters Score -1838390 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1838749.875000 Penalty: 4988.836426
	Iteration 5Q: 3 clusters Score -1838750 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1839058.500000 Penalty: 4988.836426
	Iteration 6Q: 3 clusters Score -1839058 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1839333.750000 Penalty: 4988.836426
	Iteration 7Q: 3 clusters Score -1839334 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1839596.500000 Penalty: 4988.836426
	Iteration 8Q: 3 clusters Score -1839596 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1839868.625000 Penalty: 4988.836426
	Iteration 9Q: 3 clusters Score -1839869 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1840151.875000 Penalty: 4988.836426
	Iteration 10Q: 3 clusters Score -1840152 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1840468.125000 Penalty: 4988.836426
	Iteration 11Q: 3 clusters Score -1840468 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1840793.625000 Penalty: 4988.836426
	Iteration 12Q: 3 clusters Score -1840794 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1841092.875000 Penalty: 4988.836426
	Iteration 13Q: 3 clusters Score -1841093 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1841334.875000 Penalty: 4988.836426
	Iteration 14Q: 3 clusters Score -1841335 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1841562.625000 Penalty: 4988.836426
	Iteration 15Q: 3 clusters Score -1841563 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1841766.125000 Penalty: 4988.836426
	Iteration 16Q: 3 clusters Score -1841766 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1841968.125000 Penalty: 4988.836426
	Iteration 17Q: 3 clusters Score -1841968 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1842138.500000 Penalty: 4988.836426
	Iteration 18Q: 3 clusters Score -1842138 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1842347.875000 Penalty: 4988.836426
	Iteration 19Q: 3 clusters Score -1842348 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1842603.125000 Penalty: 4988.836426
	Iteration 20F: 3 clusters Score -1842603 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1842897.000000 Penalty: 4988.836426
	Iteration 21Q: 3 clusters Score -1842897 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1843192.375000 Penalty: 4988.836426
	Iteration 22Q: 3 clusters Score -1843192 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1843530.500000 Penalty: 4988.836426
	Iteration 23Q: 3 clusters Score -1843530 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1843891.625000 Penalty: 4988.836426
	Iteration 24Q: 3 clusters Score -1843892 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1844218.250000 Penalty: 4988.836426
	Iteration 25Q: 3 clusters Score -1844218 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1844514.500000 Penalty: 4988.836426
	Iteration 26Q: 3 clusters Score -1844514 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1844755.625000 Penalty: 4988.836426
	Iteration 27Q: 3 clusters Score -1844756 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1844948.875000 Penalty: 4988.836426
	Iteration 28Q: 3 clusters Score -1844949 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -1845114.875000 Penalty: 4988.836426
	Iteration 29Q: 3 clusters Score -1845115 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -1845251.250000 Penalty: 4988.836426
	Iteration 30Q: 3 clusters Score -1845251 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -1845339.000000 Penalty: 4988.836426
	Iteration 31Q: 3 clusters Score -1845339 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1845419.875000 Penalty: 4988.836426
	Iteration 32Q: 3 clusters Score -1845420 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -1845481.125000 Penalty: 4988.836426
	Iteration 33Q: 3 clusters Score -1845481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1845550.250000 Penalty: 4988.836426
	Iteration 34Q: 3 clusters Score -1845550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -1845594.500000 Penalty: 4988.836426
	Iteration 35Q: 3 clusters Score -1845594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -1845626.875000 Penalty: 4988.836426
	Iteration 36Q: 3 clusters Score -1845627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -1845644.375000 Penalty: 4988.836426
	Iteration 37Q: 3 clusters Score -1845644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -1845657.250000 Penalty: 4988.836426
	Iteration 38Q: 3 clusters Score -1845657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -1845672.125000 Penalty: 4988.836426
	Iteration 39Q: 3 clusters Score -1845672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -1845684.250000 Penalty: 4988.836426
	Iteration 40F: 3 clusters Score -1845684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -1845693.375000 Penalty: 4988.836426
	Iteration 41Q: 3 clusters Score -1845693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -1845695.750000 Penalty: 4988.836426
	Iteration 42Q: 3 clusters Score -1845696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -1845695.250000 Penalty: 4988.836426
	Iteration 43Q: 3 clusters Score -1845695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -1845703.500000 Penalty: 4988.836426
	Iteration 44Q: 3 clusters Score -1845704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -1845707.375000 Penalty: 4988.836426
	Iteration 45Q: 3 clusters Score -1845707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -1845716.125000 Penalty: 4988.836426
	Iteration 46Q: 3 clusters Score -1845716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -1845719.625000 Penalty: 4988.836426
	Iteration 47Q: 3 clusters Score -1845720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1845722.375000 Penalty: 4988.836426
	Iteration 48Q: 3 clusters Score -1845722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -1845723.375000 Penalty: 4988.836426
	Iteration 49Q: 3 clusters Score -1845723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1845725.250000 Penalty: 4988.836426
	Iteration 50Q: 3 clusters Score -1845725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1845725.250000 Penalty: 4988.836426
	Iteration 51Q: 3 clusters Score -1845725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -1845721.375000 Penalty: 4988.836426
	Iteration 52Q: 3 clusters Score -1845721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1845724.875000 Penalty: 4988.836426
	Iteration 53Q: 3 clusters Score -1845725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1845724.875000 Penalty: 4988.836426
	Iteration 54F: 3 clusters Score -1845725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Entering Unmasked Estep 
Score: -2902914.000000 Penalty: 2595.097412
	Iteration 0F: 2 clusters Score -2902914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2878936.750000 Penalty: 5190.194824
	Iteration 0F: 3 clusters Score -2878937 nChanged 16085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2887668.000000 Penalty: 5190.194824
	Iteration 1F: 3 clusters Score -2887668 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2888072.000000 Penalty: 5190.194824
	Iteration 2Q: 3 clusters Score -2888072 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2888433.000000 Penalty: 5190.194824
	Iteration 3Q: 3 clusters Score -2888433 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2888793.250000 Penalty: 5190.194824
	Iteration 4Q: 3 clusters Score -2888793 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2889209.750000 Penalty: 5190.194824
	Iteration 5Q: 3 clusters Score -2889210 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2889695.500000 Penalty: 5190.194824
	Iteration 6Q: 3 clusters Score -2889696 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2890391.750000 Penalty: 5190.194824
	Iteration 7Q: 3 clusters Score -2890392 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2891440.250000 Penalty: 5190.194824
	Iteration 8Q: 3 clusters Score -2891440 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2892929.250000 Penalty: 5190.194824
	Iteration 9F: 3 clusters Score -2892929 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2894596.000000 Penalty: 5190.194824
	Iteration 10F: 3 clusters Score -2894596 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -2896061.250000 Penalty: 5190.194824
	Iteration 11F: 3 clusters Score -2896061 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -2897218.500000 Penalty: 5190.194824
	Iteration 12Q: 3 clusters Score -2897218 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -2898127.500000 Penalty: 5190.194824
	Iteration 13Q: 3 clusters Score -2898128 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -2898735.250000 Penalty: 5190.194824
	Iteration 14Q: 3 clusters Score -2898735 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -2899195.750000 Penalty: 5190.194824
	Iteration 15Q: 3 clusters Score -2899196 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -2899515.750000 Penalty: 5190.194824
	Iteration 16Q: 3 clusters Score -2899516 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -2899763.250000 Penalty: 5190.194824
	Iteration 17Q: 3 clusters Score -2899763 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -2899979.000000 Penalty: 5190.194824
	Iteration 18Q: 3 clusters Score -2899979 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -2900156.500000 Penalty: 5190.194824
	Iteration 19Q: 3 clusters Score -2900156 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -2900267.250000 Penalty: 5190.194824
	Iteration 20F: 3 clusters Score -2900267 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -2900362.500000 Penalty: 5190.194824
	Iteration 21Q: 3 clusters Score -2900362 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -2900447.750000 Penalty: 5190.194824
	Iteration 22Q: 3 clusters Score -2900448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -2900518.250000 Penalty: 5190.194824
	Iteration 23Q: 3 clusters Score -2900518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -2900563.000000 Penalty: 5190.194824
	Iteration 24Q: 3 clusters Score -2900563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -2900585.500000 Penalty: 5190.194824
	Iteration 25Q: 3 clusters Score -2900586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -2900605.250000 Penalty: 5190.194824
	Iteration 26Q: 3 clusters Score -2900605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -2900626.500000 Penalty: 5190.194824
	Iteration 27Q: 3 clusters Score -2900626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -2900642.250000 Penalty: 5190.194824
	Iteration 28Q: 3 clusters Score -2900642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -2900657.500000 Penalty: 5190.194824
	Iteration 29Q: 3 clusters Score -2900658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -2900671.750000 Penalty: 5190.194824
	Iteration 30Q: 3 clusters Score -2900672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -2900679.750000 Penalty: 5190.194824
	Iteration 31Q: 3 clusters Score -2900680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -2900688.750000 Penalty: 5190.194824
	Iteration 32Q: 3 clusters Score -2900689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -2900694.500000 Penalty: 5190.194824
	Iteration 33Q: 3 clusters Score -2900694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -2900701.000000 Penalty: 5190.194824
	Iteration 34Q: 3 clusters Score -2900701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -2900704.000000 Penalty: 5190.194824
	Iteration 35Q: 3 clusters Score -2900704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -2900705.250000 Penalty: 5190.194824
	Iteration 36Q: 3 clusters Score -2900705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -2900711.250000 Penalty: 5190.194824
	Iteration 37Q: 3 clusters Score -2900711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -2900710.750000 Penalty: 5190.194824
	Iteration 38Q: 3 clusters Score -2900711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -2900710.000000 Penalty: 5190.194824
	Iteration 39Q: 3 clusters Score -2900710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -2900712.750000 Penalty: 5190.194824
	Iteration 40F: 3 clusters Score -2900713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -2900712.250000 Penalty: 5190.194824
	Iteration 41Q: 3 clusters Score -2900712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -2900712.250000 Penalty: 5190.194824
	Iteration 42F: 3 clusters Score -2900712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Entering Unmasked Estep 
Score: -3040730.000000 Penalty: 2609.781006
	Iteration 0F: 2 clusters Score -3040730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3015498.000000 Penalty: 5219.562012
	Iteration 0F: 3 clusters Score -3015498 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3024749.750000 Penalty: 5219.562012
	Iteration 1F: 3 clusters Score -3024750 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3025277.750000 Penalty: 5219.562012
	Iteration 2Q: 3 clusters Score -3025278 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3025829.500000 Penalty: 5219.562012
	Iteration 3Q: 3 clusters Score -3025830 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3026386.750000 Penalty: 5219.562012
	Iteration 4Q: 3 clusters Score -3026387 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3027008.750000 Penalty: 5219.562012
	Iteration 5Q: 3 clusters Score -3027009 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3027727.250000 Penalty: 5219.562012
	Iteration 6Q: 3 clusters Score -3027727 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3028527.000000 Penalty: 5219.562012
	Iteration 7Q: 3 clusters Score -3028527 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3029578.000000 Penalty: 5219.562012
	Iteration 8F: 3 clusters Score -3029578 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3030861.000000 Penalty: 5219.562012
	Iteration 9F: 3 clusters Score -3030861 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3032367.500000 Penalty: 5219.562012
	Iteration 10F: 3 clusters Score -3032368 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3033866.500000 Penalty: 5219.562012
	Iteration 11F: 3 clusters Score -3033866 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3035050.250000 Penalty: 5219.562012
	Iteration 12Q: 3 clusters Score -3035050 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3035912.000000 Penalty: 5219.562012
	Iteration 13Q: 3 clusters Score -3035912 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3036327.000000 Penalty: 5219.562012
	Iteration 14Q: 3 clusters Score -3036327 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -3036581.500000 Penalty: 5219.562012
	Iteration 15Q: 3 clusters Score -3036582 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3036709.500000 Penalty: 5219.562012
	Iteration 16Q: 3 clusters Score -3036710 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3036825.000000 Penalty: 5219.562012
	Iteration 17Q: 3 clusters Score -3036825 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3036915.750000 Penalty: 5219.562012
	Iteration 18Q: 3 clusters Score -3036916 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3036985.250000 Penalty: 5219.562012
	Iteration 19Q: 3 clusters Score -3036985 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3037022.750000 Penalty: 5219.562012
	Iteration 20F: 3 clusters Score -3037023 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3037087.000000 Penalty: 5219.562012
	Iteration 21Q: 3 clusters Score -3037087 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3037131.500000 Penalty: 5219.562012
	Iteration 22Q: 3 clusters Score -3037132 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3037175.250000 Penalty: 5219.562012
	Iteration 23Q: 3 clusters Score -3037175 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3037194.500000 Penalty: 5219.562012
	Iteration 24Q: 3 clusters Score -3037194 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3037208.500000 Penalty: 5219.562012
	Iteration 25Q: 3 clusters Score -3037208 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3037243.750000 Penalty: 5219.562012
	Iteration 26Q: 3 clusters Score -3037244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3037259.750000 Penalty: 5219.562012
	Iteration 27Q: 3 clusters Score -3037260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3037278.000000 Penalty: 5219.562012
	Iteration 28Q: 3 clusters Score -3037278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3037294.250000 Penalty: 5219.562012
	Iteration 29Q: 3 clusters Score -3037294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3037300.750000 Penalty: 5219.562012
	Iteration 30Q: 3 clusters Score -3037301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -3037329.000000 Penalty: 5219.562012
	Iteration 31Q: 3 clusters Score -3037329 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3037344.250000 Penalty: 5219.562012
	Iteration 32Q: 3 clusters Score -3037344 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3037367.750000 Penalty: 5219.562012
	Iteration 33Q: 3 clusters Score -3037368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3037378.250000 Penalty: 5219.562012
	Iteration 34Q: 3 clusters Score -3037378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3037404.000000 Penalty: 5219.562012
	Iteration 35Q: 3 clusters Score -3037404 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -3037429.500000 Penalty: 5219.562012
	Iteration 36Q: 3 clusters Score -3037430 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3037458.250000 Penalty: 5219.562012
	Iteration 37Q: 3 clusters Score -3037458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3037469.750000 Penalty: 5219.562012
	Iteration 38Q: 3 clusters Score -3037470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3037487.750000 Penalty: 5219.562012
	Iteration 39Q: 3 clusters Score -3037488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3037504.500000 Penalty: 5219.562012
	Iteration 40F: 3 clusters Score -3037504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3037523.000000 Penalty: 5219.562012
	Iteration 41Q: 3 clusters Score -3037523 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3037552.750000 Penalty: 5219.562012
	Iteration 42Q: 3 clusters Score -3037553 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3037567.500000 Penalty: 5219.562012
	Iteration 43Q: 3 clusters Score -3037568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3037584.250000 Penalty: 5219.562012
	Iteration 44Q: 3 clusters Score -3037584 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3037623.250000 Penalty: 5219.562012
	Iteration 45Q: 3 clusters Score -3037623 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3037647.000000 Penalty: 5219.562012
	Iteration 46Q: 3 clusters Score -3037647 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3037662.500000 Penalty: 5219.562012
	Iteration 47Q: 3 clusters Score -3037662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3037689.500000 Penalty: 5219.562012
	Iteration 48Q: 3 clusters Score -3037690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3037718.500000 Penalty: 5219.562012
	Iteration 49Q: 3 clusters Score -3037718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3037735.000000 Penalty: 5219.562012
	Iteration 50Q: 3 clusters Score -3037735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3037751.250000 Penalty: 5219.562012
	Iteration 51Q: 3 clusters Score -3037751 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3037762.250000 Penalty: 5219.562012
	Iteration 52Q: 3 clusters Score -3037762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3037795.500000 Penalty: 5219.562012
	Iteration 53Q: 3 clusters Score -3037796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3037811.250000 Penalty: 5219.562012
	Iteration 54Q: 3 clusters Score -3037811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3037842.250000 Penalty: 5219.562012
	Iteration 55Q: 3 clusters Score -3037842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3037858.750000 Penalty: 5219.562012
	Iteration 56Q: 3 clusters Score -3037859 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3037865.000000 Penalty: 5219.562012
	Iteration 57Q: 3 clusters Score -3037865 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -3037891.250000 Penalty: 5219.562012
	Iteration 58Q: 3 clusters Score -3037891 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3037901.000000 Penalty: 5219.562012
	Iteration 59Q: 3 clusters Score -3037901 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3037916.000000 Penalty: 5219.562012
	Iteration 60F: 3 clusters Score -3037916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3037934.000000 Penalty: 5219.562012
	Iteration 61Q: 3 clusters Score -3037934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3037964.500000 Penalty: 5219.562012
	Iteration 62Q: 3 clusters Score -3037964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3037987.750000 Penalty: 5219.562012
	Iteration 63Q: 3 clusters Score -3037988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3038002.500000 Penalty: 5219.562012
	Iteration 64Q: 3 clusters Score -3038002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3038008.000000 Penalty: 5219.562012
	Iteration 65Q: 3 clusters Score -3038008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3038035.000000 Penalty: 5219.562012
	Iteration 66Q: 3 clusters Score -3038035 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3038046.250000 Penalty: 5219.562012
	Iteration 67Q: 3 clusters Score -3038046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3038067.500000 Penalty: 5219.562012
	Iteration 68Q: 3 clusters Score -3038068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3038088.250000 Penalty: 5219.562012
	Iteration 69Q: 3 clusters Score -3038088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3038108.250000 Penalty: 5219.562012
	Iteration 70Q: 3 clusters Score -3038108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3038130.750000 Penalty: 5219.562012
	Iteration 71Q: 3 clusters Score -3038131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3038157.750000 Penalty: 5219.562012
	Iteration 72Q: 3 clusters Score -3038158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3038188.500000 Penalty: 5219.562012
	Iteration 73Q: 3 clusters Score -3038188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3038204.750000 Penalty: 5219.562012
	Iteration 74Q: 3 clusters Score -3038205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3038225.750000 Penalty: 5219.562012
	Iteration 75Q: 3 clusters Score -3038226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3038251.750000 Penalty: 5219.562012
	Iteration 76Q: 3 clusters Score -3038252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3038278.750000 Penalty: 5219.562012
	Iteration 77Q: 3 clusters Score -3038279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3038297.000000 Penalty: 5219.562012
	Iteration 78Q: 3 clusters Score -3038297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3038316.250000 Penalty: 5219.562012
	Iteration 79Q: 3 clusters Score -3038316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3038331.500000 Penalty: 5219.562012
	Iteration 80F: 3 clusters Score -3038332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3038354.000000 Penalty: 5219.562012
	Iteration 81Q: 3 clusters Score -3038354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3038369.250000 Penalty: 5219.562012
	Iteration 82Q: 3 clusters Score -3038369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3038371.000000 Penalty: 5219.562012
	Iteration 83Q: 3 clusters Score -3038371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3038385.250000 Penalty: 5219.562012
	Iteration 84Q: 3 clusters Score -3038385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3038399.250000 Penalty: 5219.562012
	Iteration 85Q: 3 clusters Score -3038399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3038413.500000 Penalty: 5219.562012
	Iteration 86Q: 3 clusters Score -3038414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3038430.000000 Penalty: 5219.562012
	Iteration 87Q: 3 clusters Score -3038430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3038451.000000 Penalty: 5219.562012
	Iteration 88Q: 3 clusters Score -3038451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3038465.250000 Penalty: 5219.562012
	Iteration 89Q: 3 clusters Score -3038465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3038484.750000 Penalty: 5219.562012
	Iteration 90Q: 3 clusters Score -3038485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3038501.750000 Penalty: 5219.562012
	Iteration 91Q: 3 clusters Score -3038502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3038520.750000 Penalty: 5219.562012
	Iteration 92Q: 3 clusters Score -3038521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3038556.250000 Penalty: 5219.562012
	Iteration 93Q: 3 clusters Score -3038556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3038583.250000 Penalty: 5219.562012
	Iteration 94Q: 3 clusters Score -3038583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3038611.750000 Penalty: 5219.562012
	Iteration 95Q: 3 clusters Score -3038612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3038634.750000 Penalty: 5219.562012
	Iteration 96Q: 3 clusters Score -3038635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3038645.000000 Penalty: 5219.562012
	Iteration 97Q: 3 clusters Score -3038645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3038676.000000 Penalty: 5219.562012
	Iteration 98Q: 3 clusters Score -3038676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3038711.750000 Penalty: 5219.562012
	Iteration 99Q: 3 clusters Score -3038712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3038750.250000 Penalty: 5219.562012
	Iteration 100F: 3 clusters Score -3038750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3038794.000000 Penalty: 5219.562012
	Iteration 101Q: 3 clusters Score -3038794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3038854.500000 Penalty: 5219.562012
	Iteration 102Q: 3 clusters Score -3038854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3038891.750000 Penalty: 5219.562012
	Iteration 103Q: 3 clusters Score -3038892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3038935.000000 Penalty: 5219.562012
	Iteration 104Q: 3 clusters Score -3038935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3038955.000000 Penalty: 5219.562012
	Iteration 105Q: 3 clusters Score -3038955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3038973.750000 Penalty: 5219.562012
	Iteration 106Q: 3 clusters Score -3038974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3038990.250000 Penalty: 5219.562012
	Iteration 107Q: 3 clusters Score -3038990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3039001.250000 Penalty: 5219.562012
	Iteration 108Q: 3 clusters Score -3039001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3039016.000000 Penalty: 5219.562012
	Iteration 109Q: 3 clusters Score -3039016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3039022.750000 Penalty: 5219.562012
	Iteration 110Q: 3 clusters Score -3039023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3039038.000000 Penalty: 5219.562012
	Iteration 111Q: 3 clusters Score -3039038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3039045.250000 Penalty: 5219.562012
	Iteration 112Q: 3 clusters Score -3039045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3039053.500000 Penalty: 5219.562012
	Iteration 113Q: 3 clusters Score -3039054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3039064.000000 Penalty: 5219.562012
	Iteration 114Q: 3 clusters Score -3039064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3039070.250000 Penalty: 5219.562012
	Iteration 115Q: 3 clusters Score -3039070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3039064.750000 Penalty: 5219.562012
	Iteration 116Q: 3 clusters Score -3039065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3039067.500000 Penalty: 5219.562012
	Iteration 117Q: 3 clusters Score -3039068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3039077.000000 Penalty: 5219.562012
	Iteration 118Q: 3 clusters Score -3039077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3039077.250000 Penalty: 5219.562012
	Iteration 119Q: 3 clusters Score -3039077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3039082.250000 Penalty: 5219.562012
	Iteration 120F: 3 clusters Score -3039082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3039093.750000 Penalty: 5219.562012
	Iteration 121Q: 3 clusters Score -3039094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3039094.750000 Penalty: 5219.562012
	Iteration 122Q: 3 clusters Score -3039095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3039100.750000 Penalty: 5219.562012
	Iteration 123Q: 3 clusters Score -3039101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3039099.500000 Penalty: 5219.562012
	Iteration 124Q: 3 clusters Score -3039100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3039103.500000 Penalty: 5219.562012
	Iteration 125Q: 3 clusters Score -3039104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3039106.750000 Penalty: 5219.562012
	Iteration 126Q: 3 clusters Score -3039107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3039119.500000 Penalty: 5219.562012
	Iteration 127Q: 3 clusters Score -3039120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3039119.000000 Penalty: 5219.562012
	Iteration 128Q: 3 clusters Score -3039119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3039115.750000 Penalty: 5219.562012
	Iteration 129Q: 3 clusters Score -3039116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3039121.000000 Penalty: 5219.562012
	Iteration 130Q: 3 clusters Score -3039121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3039120.000000 Penalty: 5219.562012
	Iteration 131Q: 3 clusters Score -3039120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3039122.000000 Penalty: 5219.562012
	Iteration 132Q: 3 clusters Score -3039122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3039119.000000 Penalty: 5219.562012
	Iteration 133Q: 3 clusters Score -3039119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3039116.500000 Penalty: 5219.562012
	Iteration 134Q: 3 clusters Score -3039116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3039119.250000 Penalty: 5219.562012
	Iteration 135Q: 3 clusters Score -3039119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3039119.250000 Penalty: 5219.562012
	Iteration 136F: 3 clusters Score -3039119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28545 members 
Entering Unmasked Estep 
Score: -2370696.000000 Penalty: 2544.290771
	Iteration 0F: 2 clusters Score -2370696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2351149.500000 Penalty: 5088.581543
	Iteration 0F: 3 clusters Score -2351150 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2357996.750000 Penalty: 5088.581543
	Iteration 1F: 3 clusters Score -2357997 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2358449.000000 Penalty: 5088.581543
	Iteration 2Q: 3 clusters Score -2358449 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2358833.750000 Penalty: 5088.581543
	Iteration 3Q: 3 clusters Score -2358834 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2359218.000000 Penalty: 5088.581543
	Iteration 4Q: 3 clusters Score -2359218 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2359710.000000 Penalty: 5088.581543
	Iteration 5Q: 3 clusters Score -2359710 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2360348.000000 Penalty: 5088.581543
	Iteration 6Q: 3 clusters Score -2360348 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2361160.500000 Penalty: 5088.581543
	Iteration 7F: 3 clusters Score -2361160 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2362224.750000 Penalty: 5088.581543
	Iteration 8F: 3 clusters Score -2362225 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2363513.750000 Penalty: 5088.581543
	Iteration 9F: 3 clusters Score -2363514 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2364912.500000 Penalty: 5088.581543
	Iteration 10F: 3 clusters Score -2364912 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2366215.750000 Penalty: 5088.581543
	Iteration 11F: 3 clusters Score -2366216 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2367173.750000 Penalty: 5088.581543
	Iteration 12Q: 3 clusters Score -2367174 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2367713.000000 Penalty: 5088.581543
	Iteration 13Q: 3 clusters Score -2367713 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2367982.000000 Penalty: 5088.581543
	Iteration 14Q: 3 clusters Score -2367982 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2368143.500000 Penalty: 5088.581543
	Iteration 15Q: 3 clusters Score -2368144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2368257.500000 Penalty: 5088.581543
	Iteration 16Q: 3 clusters Score -2368258 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2368349.250000 Penalty: 5088.581543
	Iteration 17Q: 3 clusters Score -2368349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2368415.250000 Penalty: 5088.581543
	Iteration 18Q: 3 clusters Score -2368415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2368447.000000 Penalty: 5088.581543
	Iteration 19Q: 3 clusters Score -2368447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2368472.250000 Penalty: 5088.581543
	Iteration 20F: 3 clusters Score -2368472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2368484.750000 Penalty: 5088.581543
	Iteration 21Q: 3 clusters Score -2368485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2368494.500000 Penalty: 5088.581543
	Iteration 22Q: 3 clusters Score -2368494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2368497.750000 Penalty: 5088.581543
	Iteration 23Q: 3 clusters Score -2368498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2368501.500000 Penalty: 5088.581543
	Iteration 24Q: 3 clusters Score -2368502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2368509.500000 Penalty: 5088.581543
	Iteration 25Q: 3 clusters Score -2368510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2368507.250000 Penalty: 5088.581543
	Iteration 26Q: 3 clusters Score -2368507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2368512.000000 Penalty: 5088.581543
	Iteration 27Q: 3 clusters Score -2368512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2368512.250000 Penalty: 5088.581543
	Iteration 28Q: 3 clusters Score -2368512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2368510.500000 Penalty: 5088.581543
	Iteration 29Q: 3 clusters Score -2368510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2368512.750000 Penalty: 5088.581543
	Iteration 30Q: 3 clusters Score -2368513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2368514.000000 Penalty: 5088.581543
	Iteration 31Q: 3 clusters Score -2368514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2368514.000000 Penalty: 5088.581543
	Iteration 32F: 3 clusters Score -2368514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Entering Unmasked Estep 
Score: -4234742.000000 Penalty: 2690.269287
	Iteration 0F: 2 clusters Score -4234742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4199916.500000 Penalty: 5380.538574
	Iteration 0F: 3 clusters Score -4199916 nChanged 23854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4213150.500000 Penalty: 5380.538574
	Iteration 1F: 3 clusters Score -4213150 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -4213848.000000 Penalty: 5380.538574
	Iteration 2Q: 3 clusters Score -4213848 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4214664.500000 Penalty: 5380.538574
	Iteration 3Q: 3 clusters Score -4214664 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -4215496.000000 Penalty: 5380.538574
	Iteration 4Q: 3 clusters Score -4215496 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4216492.000000 Penalty: 5380.538574
	Iteration 5Q: 3 clusters Score -4216492 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -4217608.500000 Penalty: 5380.538574
	Iteration 6Q: 3 clusters Score -4217608 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -4218986.500000 Penalty: 5380.538574
	Iteration 7F: 3 clusters Score -4218986 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4220855.000000 Penalty: 5380.538574
	Iteration 8F: 3 clusters Score -4220855 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4222978.500000 Penalty: 5380.538574
	Iteration 9F: 3 clusters Score -4222978 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4224824.000000 Penalty: 5380.538574
	Iteration 10F: 3 clusters Score -4224824 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -4225891.500000 Penalty: 5380.538574
	Iteration 11Q: 3 clusters Score -4225892 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4226426.000000 Penalty: 5380.538574
	Iteration 12Q: 3 clusters Score -4226426 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4226684.000000 Penalty: 5380.538574
	Iteration 13Q: 3 clusters Score -4226684 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4226830.500000 Penalty: 5380.538574
	Iteration 14Q: 3 clusters Score -4226830 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4226965.000000 Penalty: 5380.538574
	Iteration 15Q: 3 clusters Score -4226965 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4227036.500000 Penalty: 5380.538574
	Iteration 16Q: 3 clusters Score -4227036 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -4227098.500000 Penalty: 5380.538574
	Iteration 17Q: 3 clusters Score -4227098 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4227191.000000 Penalty: 5380.538574
	Iteration 18Q: 3 clusters Score -4227191 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4227275.000000 Penalty: 5380.538574
	Iteration 19Q: 3 clusters Score -4227275 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4227355.500000 Penalty: 5380.538574
	Iteration 20F: 3 clusters Score -4227356 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4227391.500000 Penalty: 5380.538574
	Iteration 21Q: 3 clusters Score -4227392 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4227484.500000 Penalty: 5380.538574
	Iteration 22Q: 3 clusters Score -4227484 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -4227532.500000 Penalty: 5380.538574
	Iteration 23Q: 3 clusters Score -4227532 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4227598.000000 Penalty: 5380.538574
	Iteration 24Q: 3 clusters Score -4227598 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4227664.500000 Penalty: 5380.538574
	Iteration 25Q: 3 clusters Score -4227664 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4227732.000000 Penalty: 5380.538574
	Iteration 26Q: 3 clusters Score -4227732 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4227806.500000 Penalty: 5380.538574
	Iteration 27Q: 3 clusters Score -4227806 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4227896.000000 Penalty: 5380.538574
	Iteration 28Q: 3 clusters Score -4227896 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4227961.000000 Penalty: 5380.538574
	Iteration 29Q: 3 clusters Score -4227961 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4228054.000000 Penalty: 5380.538574
	Iteration 30Q: 3 clusters Score -4228054 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4228107.000000 Penalty: 5380.538574
	Iteration 31Q: 3 clusters Score -4228107 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4228211.000000 Penalty: 5380.538574
	Iteration 32Q: 3 clusters Score -4228211 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4228297.000000 Penalty: 5380.538574
	Iteration 33Q: 3 clusters Score -4228297 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4228379.000000 Penalty: 5380.538574
	Iteration 34Q: 3 clusters Score -4228379 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4228465.500000 Penalty: 5380.538574
	Iteration 35Q: 3 clusters Score -4228466 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4228517.000000 Penalty: 5380.538574
	Iteration 36Q: 3 clusters Score -4228517 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4228606.500000 Penalty: 5380.538574
	Iteration 37Q: 3 clusters Score -4228606 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4228737.000000 Penalty: 5380.538574
	Iteration 38Q: 3 clusters Score -4228737 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4228833.500000 Penalty: 5380.538574
	Iteration 39Q: 3 clusters Score -4228834 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4228945.000000 Penalty: 5380.538574
	Iteration 40F: 3 clusters Score -4228945 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4229060.500000 Penalty: 5380.538574
	Iteration 41Q: 3 clusters Score -4229060 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4229201.000000 Penalty: 5380.538574
	Iteration 42Q: 3 clusters Score -4229201 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4229355.500000 Penalty: 5380.538574
	Iteration 43Q: 3 clusters Score -4229356 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -4229516.000000 Penalty: 5380.538574
	Iteration 44Q: 3 clusters Score -4229516 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -4229658.000000 Penalty: 5380.538574
	Iteration 45Q: 3 clusters Score -4229658 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4229793.000000 Penalty: 5380.538574
	Iteration 46Q: 3 clusters Score -4229793 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4229939.000000 Penalty: 5380.538574
	Iteration 47Q: 3 clusters Score -4229939 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4230121.000000 Penalty: 5380.538574
	Iteration 48Q: 3 clusters Score -4230121 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4230311.500000 Penalty: 5380.538574
	Iteration 49Q: 3 clusters Score -4230312 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -4230503.000000 Penalty: 5380.538574
	Iteration 50Q: 3 clusters Score -4230503 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -4230667.500000 Penalty: 5380.538574
	Iteration 51Q: 3 clusters Score -4230668 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -4230851.000000 Penalty: 5380.538574
	Iteration 52Q: 3 clusters Score -4230851 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4231023.500000 Penalty: 5380.538574
	Iteration 53Q: 3 clusters Score -4231024 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4231182.500000 Penalty: 5380.538574
	Iteration 54Q: 3 clusters Score -4231182 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4231371.500000 Penalty: 5380.538574
	Iteration 55Q: 3 clusters Score -4231372 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4231537.500000 Penalty: 5380.538574
	Iteration 56Q: 3 clusters Score -4231538 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4231726.000000 Penalty: 5380.538574
	Iteration 57Q: 3 clusters Score -4231726 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4231875.500000 Penalty: 5380.538574
	Iteration 58Q: 3 clusters Score -4231876 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4232056.500000 Penalty: 5380.538574
	Iteration 59Q: 3 clusters Score -4232056 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4232170.000000 Penalty: 5380.538574
	Iteration 60F: 3 clusters Score -4232170 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4232312.000000 Penalty: 5380.538574
	Iteration 61Q: 3 clusters Score -4232312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4232385.500000 Penalty: 5380.538574
	Iteration 62Q: 3 clusters Score -4232386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4232484.500000 Penalty: 5380.538574
	Iteration 63Q: 3 clusters Score -4232484 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4232570.500000 Penalty: 5380.538574
	Iteration 64Q: 3 clusters Score -4232570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4232657.000000 Penalty: 5380.538574
	Iteration 65Q: 3 clusters Score -4232657 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4232724.500000 Penalty: 5380.538574
	Iteration 66Q: 3 clusters Score -4232724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4232775.500000 Penalty: 5380.538574
	Iteration 67Q: 3 clusters Score -4232776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4232819.000000 Penalty: 5380.538574
	Iteration 68Q: 3 clusters Score -4232819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4232866.000000 Penalty: 5380.538574
	Iteration 69Q: 3 clusters Score -4232866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4232891.000000 Penalty: 5380.538574
	Iteration 70Q: 3 clusters Score -4232891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4232912.500000 Penalty: 5380.538574
	Iteration 71Q: 3 clusters Score -4232912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4232928.500000 Penalty: 5380.538574
	Iteration 72Q: 3 clusters Score -4232928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4232940.000000 Penalty: 5380.538574
	Iteration 73Q: 3 clusters Score -4232940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4232946.500000 Penalty: 5380.538574
	Iteration 74Q: 3 clusters Score -4232946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4232962.000000 Penalty: 5380.538574
	Iteration 75Q: 3 clusters Score -4232962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4232970.000000 Penalty: 5380.538574
	Iteration 76Q: 3 clusters Score -4232970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4232973.500000 Penalty: 5380.538574
	Iteration 77Q: 3 clusters Score -4232974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4232981.000000 Penalty: 5380.538574
	Iteration 78Q: 3 clusters Score -4232981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4232988.000000 Penalty: 5380.538574
	Iteration 79Q: 3 clusters Score -4232988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4232993.000000 Penalty: 5380.538574
	Iteration 80F: 3 clusters Score -4232993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4232999.000000 Penalty: 5380.538574
	Iteration 81Q: 3 clusters Score -4232999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4233009.000000 Penalty: 5380.538574
	Iteration 82Q: 3 clusters Score -4233009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4233011.000000 Penalty: 5380.538574
	Iteration 83Q: 3 clusters Score -4233011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4233021.500000 Penalty: 5380.538574
	Iteration 84Q: 3 clusters Score -4233022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4233031.500000 Penalty: 5380.538574
	Iteration 85Q: 3 clusters Score -4233032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4233034.500000 Penalty: 5380.538574
	Iteration 86Q: 3 clusters Score -4233034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4233041.000000 Penalty: 5380.538574
	Iteration 87Q: 3 clusters Score -4233041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4233041.500000 Penalty: 5380.538574
	Iteration 88Q: 3 clusters Score -4233042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4233041.500000 Penalty: 5380.538574
	Iteration 89F: 3 clusters Score -4233042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Entering Unmasked Estep 
Score: -1672770.375000 Penalty: 2472.031738
	Iteration 0F: 2 clusters Score -1672770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1657847.875000 Penalty: 4944.063477
	Iteration 0F: 3 clusters Score -1657848 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1662826.250000 Penalty: 4944.063477
	Iteration 1F: 3 clusters Score -1662826 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1663302.125000 Penalty: 4944.063477
	Iteration 2F: 3 clusters Score -1663302 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1663768.875000 Penalty: 4944.063477
	Iteration 3Q: 3 clusters Score -1663769 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1664343.375000 Penalty: 4944.063477
	Iteration 4Q: 3 clusters Score -1664343 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1665108.125000 Penalty: 4944.063477
	Iteration 5F: 3 clusters Score -1665108 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1666264.875000 Penalty: 4944.063477
	Iteration 6F: 3 clusters Score -1666265 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1668385.250000 Penalty: 4944.063477
	Iteration 7F: 3 clusters Score -1668385 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1671327.250000 Penalty: 4944.063477
	Iteration 8F: 3 clusters Score -1671327 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1673261.125000 Penalty: 4944.063477
	Iteration 9F: 3 clusters Score -1673261 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1674518.625000 Penalty: 4944.063477
	Iteration 10F: 3 clusters Score -1674519 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1675718.750000 Penalty: 4944.063477
	Iteration 11Q: 3 clusters Score -1675719 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1676550.750000 Penalty: 4944.063477
	Iteration 12Q: 3 clusters Score -1676551 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1676984.875000 Penalty: 4944.063477
	Iteration 13Q: 3 clusters Score -1676985 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1677140.125000 Penalty: 4944.063477
	Iteration 14Q: 3 clusters Score -1677140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1677179.250000 Penalty: 4944.063477
	Iteration 15Q: 3 clusters Score -1677179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1677195.625000 Penalty: 4944.063477
	Iteration 16Q: 3 clusters Score -1677196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1677192.625000 Penalty: 4944.063477
	Iteration 17Q: 3 clusters Score -1677193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1677194.250000 Penalty: 4944.063477
	Iteration 18Q: 3 clusters Score -1677194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1677202.750000 Penalty: 4944.063477
	Iteration 19Q: 3 clusters Score -1677203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1677202.250000 Penalty: 4944.063477
	Iteration 20F: 3 clusters Score -1677202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1677201.875000 Penalty: 4944.063477
	Iteration 21Q: 3 clusters Score -1677202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1677201.875000 Penalty: 4944.063477
	Iteration 22F: 3 clusters Score -1677202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 161888 members 
Mstep: Class 3 contains 251718 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857823 members 
Mstep: Class 8 contains 9037 members 
Mstep: Class 9 contains 19508 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 23345 members 
Mstep: Class 12 contains 35035 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 28545 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 15020 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38358 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 97391 members 
Mstep: Class 23 contains 16471 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 32216 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42827 members 
Mstep: Class 28 contains 3623 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6310 members 
Entering Unmasked Estep 
Score: -142791744.000000 Penalty: 107249.625000
Splitting cluster 16 changes total score from -142777232.000000 to -142791744.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (3968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Entering Unmasked Estep 
Score: -302921.093750 Penalty: 2054.932373
	Iteration 0F: 2 clusters Score -302921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -299031.906250 Penalty: 4109.864746
	Iteration 0F: 3 clusters Score -299031.9 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -299920.375000 Penalty: 4109.864746
	Iteration 1F: 3 clusters Score -299920.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -300136.375000 Penalty: 4109.864746
	Iteration 2F: 3 clusters Score -300136.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -300271.468750 Penalty: 4109.864746
	Iteration 3F: 3 clusters Score -300271.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -300384.000000 Penalty: 4109.864746
	Iteration 4Q: 3 clusters Score -300384 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -300466.125000 Penalty: 4109.864746
	Iteration 5Q: 3 clusters Score -300466.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -300555.062500 Penalty: 4109.864746
	Iteration 6Q: 3 clusters Score -300555.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -300618.906250 Penalty: 4109.864746
	Iteration 7Q: 3 clusters Score -300618.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -300668.468750 Penalty: 4109.864746
	Iteration 8Q: 3 clusters Score -300668.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -300729.437500 Penalty: 4109.864746
	Iteration 9Q: 3 clusters Score -300729.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -300792.281250 Penalty: 4109.864746
	Iteration 10Q: 3 clusters Score -300792.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -300855.125000 Penalty: 4109.864746
	Iteration 11Q: 3 clusters Score -300855.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -300910.687500 Penalty: 4109.864746
	Iteration 12Q: 3 clusters Score -300910.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -300968.625000 Penalty: 4109.864746
	Iteration 13Q: 3 clusters Score -300968.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -301021.125000 Penalty: 4109.864746
	Iteration 14Q: 3 clusters Score -301021.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301068.750000 Penalty: 4109.864746
	Iteration 15Q: 3 clusters Score -301068.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -301119.406250 Penalty: 4109.864746
	Iteration 16Q: 3 clusters Score -301119.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -301171.062500 Penalty: 4109.864746
	Iteration 17Q: 3 clusters Score -301171.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -301226.281250 Penalty: 4109.864746
	Iteration 18Q: 3 clusters Score -301226.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -301270.656250 Penalty: 4109.864746
	Iteration 19Q: 3 clusters Score -301270.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -301306.281250 Penalty: 4109.864746
	Iteration 20F: 3 clusters Score -301306.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -301328.406250 Penalty: 4109.864746
	Iteration 21Q: 3 clusters Score -301328.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -301345.531250 Penalty: 4109.864746
	Iteration 22Q: 3 clusters Score -301345.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -301366.937500 Penalty: 4109.864746
	Iteration 23Q: 3 clusters Score -301366.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -301381.968750 Penalty: 4109.864746
	Iteration 24Q: 3 clusters Score -301382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -301395.906250 Penalty: 4109.864746
	Iteration 25Q: 3 clusters Score -301395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -301406.437500 Penalty: 4109.864746
	Iteration 26Q: 3 clusters Score -301406.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301419.750000 Penalty: 4109.864746
	Iteration 27Q: 3 clusters Score -301419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -301426.625000 Penalty: 4109.864746
	Iteration 28Q: 3 clusters Score -301426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -301432.187500 Penalty: 4109.864746
	Iteration 29Q: 3 clusters Score -301432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -301435.375000 Penalty: 4109.864746
	Iteration 30Q: 3 clusters Score -301435.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -301437.812500 Penalty: 4109.864746
	Iteration 31Q: 3 clusters Score -301437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -301437.531250 Penalty: 4109.864746
	Iteration 32Q: 3 clusters Score -301437.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -301438.343750 Penalty: 4109.864746
	Iteration 33Q: 3 clusters Score -301438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -301438.343750 Penalty: 4109.864746
	Iteration 34F: 3 clusters Score -301438.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Entering Unmasked Estep 
Score: -3004818.500000 Penalty: 2617.570068
	Iteration 0F: 2 clusters Score -3004818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2978762.250000 Penalty: 5235.140137
	Iteration 0F: 3 clusters Score -2978762 nChanged 17474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2988372.500000 Penalty: 5235.140137
	Iteration 1F: 3 clusters Score -2988372 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2988866.250000 Penalty: 5235.140137
	Iteration 2Q: 3 clusters Score -2988866 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2989446.750000 Penalty: 5235.140137
	Iteration 3Q: 3 clusters Score -2989447 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2990123.500000 Penalty: 5235.140137
	Iteration 4Q: 3 clusters Score -2990124 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2991077.500000 Penalty: 5235.140137
	Iteration 5Q: 3 clusters Score -2991078 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2992599.000000 Penalty: 5235.140137
	Iteration 6F: 3 clusters Score -2992599 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2994698.000000 Penalty: 5235.140137
	Iteration 7F: 3 clusters Score -2994698 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2997247.000000 Penalty: 5235.140137
	Iteration 8F: 3 clusters Score -2997247 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2999643.500000 Penalty: 5235.140137
	Iteration 9F: 3 clusters Score -2999644 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3001132.000000 Penalty: 5235.140137
	Iteration 10Q: 3 clusters Score -3001132 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3001876.250000 Penalty: 5235.140137
	Iteration 11Q: 3 clusters Score -3001876 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3002165.750000 Penalty: 5235.140137
	Iteration 12Q: 3 clusters Score -3002166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3002301.500000 Penalty: 5235.140137
	Iteration 13Q: 3 clusters Score -3002302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3002382.750000 Penalty: 5235.140137
	Iteration 14Q: 3 clusters Score -3002383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3002454.750000 Penalty: 5235.140137
	Iteration 15Q: 3 clusters Score -3002455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3002483.250000 Penalty: 5235.140137
	Iteration 16Q: 3 clusters Score -3002483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3002490.000000 Penalty: 5235.140137
	Iteration 17Q: 3 clusters Score -3002490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3002499.500000 Penalty: 5235.140137
	Iteration 18Q: 3 clusters Score -3002500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3002503.750000 Penalty: 5235.140137
	Iteration 19Q: 3 clusters Score -3002504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3002507.250000 Penalty: 5235.140137
	Iteration 20F: 3 clusters Score -3002507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3002511.750000 Penalty: 5235.140137
	Iteration 21Q: 3 clusters Score -3002512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3002524.000000 Penalty: 5235.140137
	Iteration 22Q: 3 clusters Score -3002524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3002522.250000 Penalty: 5235.140137
	Iteration 23Q: 3 clusters Score -3002522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3002524.250000 Penalty: 5235.140137
	Iteration 24Q: 3 clusters Score -3002524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3002531.000000 Penalty: 5235.140137
	Iteration 25Q: 3 clusters Score -3002531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3002529.750000 Penalty: 5235.140137
	Iteration 26Q: 3 clusters Score -3002530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3002529.750000 Penalty: 5235.140137
	Iteration 27F: 3 clusters Score -3002530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -343952.625000 Penalty: 2080.053467
	Iteration 0F: 2 clusters Score -343952.6 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 2178 members 
Entering Unmasked Estep 
Score: -339885.593750 Penalty: 4160.106934
	Iteration 0F: 3 clusters Score -339885.6 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -340784.125000 Penalty: 4160.106934
	Iteration 1F: 3 clusters Score -340784.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -340964.468750 Penalty: 4160.106934
	Iteration 2F: 3 clusters Score -340964.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -341070.468750 Penalty: 4160.106934
	Iteration 3Q: 3 clusters Score -341070.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -341163.812500 Penalty: 4160.106934
	Iteration 4Q: 3 clusters Score -341163.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -341221.843750 Penalty: 4160.106934
	Iteration 5Q: 3 clusters Score -341221.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -341256.312500 Penalty: 4160.106934
	Iteration 6Q: 3 clusters Score -341256.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -341279.812500 Penalty: 4160.106934
	Iteration 7Q: 3 clusters Score -341279.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -341298.093750 Penalty: 4160.106934
	Iteration 8Q: 3 clusters Score -341298.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -341308.187500 Penalty: 4160.106934
	Iteration 9Q: 3 clusters Score -341308.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -341316.093750 Penalty: 4160.106934
	Iteration 10Q: 3 clusters Score -341316.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -341322.625000 Penalty: 4160.106934
	Iteration 11Q: 3 clusters Score -341322.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -341327.312500 Penalty: 4160.106934
	Iteration 12Q: 3 clusters Score -341327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -341331.468750 Penalty: 4160.106934
	Iteration 13Q: 3 clusters Score -341331.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -341337.250000 Penalty: 4160.106934
	Iteration 14Q: 3 clusters Score -341337.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -341341.187500 Penalty: 4160.106934
	Iteration 15Q: 3 clusters Score -341341.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -341344.875000 Penalty: 4160.106934
	Iteration 16Q: 3 clusters Score -341344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -341348.625000 Penalty: 4160.106934
	Iteration 17Q: 3 clusters Score -341348.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -341352.968750 Penalty: 4160.106934
	Iteration 18Q: 3 clusters Score -341353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -341355.531250 Penalty: 4160.106934
	Iteration 19Q: 3 clusters Score -341355.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -341359.437500 Penalty: 4160.106934
	Iteration 20F: 3 clusters Score -341359.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -341362.000000 Penalty: 4160.106934
	Iteration 21Q: 3 clusters Score -341362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -341363.187500 Penalty: 4160.106934
	Iteration 22Q: 3 clusters Score -341363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -341364.062500 Penalty: 4160.106934
	Iteration 23Q: 3 clusters Score -341364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -341364.562500 Penalty: 4160.106934
	Iteration 24Q: 3 clusters Score -341364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -341365.375000 Penalty: 4160.106934
	Iteration 25Q: 3 clusters Score -341365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -341365.281250 Penalty: 4160.106934
	Iteration 26Q: 3 clusters Score -341365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -341366.500000 Penalty: 4160.106934
	Iteration 27Q: 3 clusters Score -341366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -341367.125000 Penalty: 4160.106934
	Iteration 28Q: 3 clusters Score -341367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -341367.156250 Penalty: 4160.106934
	Iteration 29Q: 3 clusters Score -341367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -341367.156250 Penalty: 4160.106934
	Iteration 30F: 3 clusters Score -341367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Entering Unmasked Estep 
Score: -390829.500000 Penalty: 2119.546143
	Iteration 0F: 2 clusters Score -390829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -386244.343750 Penalty: 4239.092285
	Iteration 0F: 3 clusters Score -386244.3 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -387649.468750 Penalty: 4239.092285
	Iteration 1F: 3 clusters Score -387649.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -388155.437500 Penalty: 4239.092285
	Iteration 2F: 3 clusters Score -388155.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -388525.812500 Penalty: 4239.092285
	Iteration 3F: 3 clusters Score -388525.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -388799.656250 Penalty: 4239.092285
	Iteration 4F: 3 clusters Score -388799.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -389005.718750 Penalty: 4239.092285
	Iteration 5F: 3 clusters Score -389005.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -389115.593750 Penalty: 4239.092285
	Iteration 6Q: 3 clusters Score -389115.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -389188.875000 Penalty: 4239.092285
	Iteration 7Q: 3 clusters Score -389188.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -389253.875000 Penalty: 4239.092285
	Iteration 8Q: 3 clusters Score -389253.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -389297.437500 Penalty: 4239.092285
	Iteration 9Q: 3 clusters Score -389297.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -389331.843750 Penalty: 4239.092285
	Iteration 10Q: 3 clusters Score -389331.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -389355.093750 Penalty: 4239.092285
	Iteration 11Q: 3 clusters Score -389355.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -389374.437500 Penalty: 4239.092285
	Iteration 12Q: 3 clusters Score -389374.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -389391.218750 Penalty: 4239.092285
	Iteration 13Q: 3 clusters Score -389391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -389403.906250 Penalty: 4239.092285
	Iteration 14Q: 3 clusters Score -389403.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -389416.968750 Penalty: 4239.092285
	Iteration 15Q: 3 clusters Score -389417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -389430.562500 Penalty: 4239.092285
	Iteration 16Q: 3 clusters Score -389430.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -389445.562500 Penalty: 4239.092285
	Iteration 17Q: 3 clusters Score -389445.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -389455.718750 Penalty: 4239.092285
	Iteration 18Q: 3 clusters Score -389455.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -389472.906250 Penalty: 4239.092285
	Iteration 19Q: 3 clusters Score -389472.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -389492.250000 Penalty: 4239.092285
	Iteration 20F: 3 clusters Score -389492.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -389507.375000 Penalty: 4239.092285
	Iteration 21Q: 3 clusters Score -389507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -389523.406250 Penalty: 4239.092285
	Iteration 22Q: 3 clusters Score -389523.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -389542.656250 Penalty: 4239.092285
	Iteration 23Q: 3 clusters Score -389542.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -389559.312500 Penalty: 4239.092285
	Iteration 24Q: 3 clusters Score -389559.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -389571.625000 Penalty: 4239.092285
	Iteration 25Q: 3 clusters Score -389571.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -389586.531250 Penalty: 4239.092285
	Iteration 26Q: 3 clusters Score -389586.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -389601.062500 Penalty: 4239.092285
	Iteration 27Q: 3 clusters Score -389601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -389612.468750 Penalty: 4239.092285
	Iteration 28Q: 3 clusters Score -389612.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -389621.250000 Penalty: 4239.092285
	Iteration 29Q: 3 clusters Score -389621.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -389632.531250 Penalty: 4239.092285
	Iteration 30Q: 3 clusters Score -389632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -389637.625000 Penalty: 4239.092285
	Iteration 31Q: 3 clusters Score -389637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -389644.593750 Penalty: 4239.092285
	Iteration 32Q: 3 clusters Score -389644.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -389653.750000 Penalty: 4239.092285
	Iteration 33Q: 3 clusters Score -389653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -389663.031250 Penalty: 4239.092285
	Iteration 34Q: 3 clusters Score -389663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -389675.281250 Penalty: 4239.092285
	Iteration 35Q: 3 clusters Score -389675.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -389695.343750 Penalty: 4239.092285
	Iteration 36Q: 3 clusters Score -389695.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -389720.093750 Penalty: 4239.092285
	Iteration 37Q: 3 clusters Score -389720.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -389740.625000 Penalty: 4239.092285
	Iteration 38Q: 3 clusters Score -389740.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -389757.750000 Penalty: 4239.092285
	Iteration 39Q: 3 clusters Score -389757.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -389773.781250 Penalty: 4239.092285
	Iteration 40F: 3 clusters Score -389773.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -389786.062500 Penalty: 4239.092285
	Iteration 41Q: 3 clusters Score -389786.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -389799.875000 Penalty: 4239.092285
	Iteration 42Q: 3 clusters Score -389799.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -389814.843750 Penalty: 4239.092285
	Iteration 43Q: 3 clusters Score -389814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -389825.093750 Penalty: 4239.092285
	Iteration 44Q: 3 clusters Score -389825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -389833.218750 Penalty: 4239.092285
	Iteration 45Q: 3 clusters Score -389833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -389845.062500 Penalty: 4239.092285
	Iteration 46Q: 3 clusters Score -389845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -389855.000000 Penalty: 4239.092285
	Iteration 47Q: 3 clusters Score -389855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -389859.093750 Penalty: 4239.092285
	Iteration 48Q: 3 clusters Score -389859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -389859.875000 Penalty: 4239.092285
	Iteration 49Q: 3 clusters Score -389859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -389859.375000 Penalty: 4239.092285
	Iteration 50Q: 3 clusters Score -389859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -389859.375000 Penalty: 4239.092285
	Iteration 51F: 3 clusters Score -389859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Entering Unmasked Estep 
Score: -1583778.625000 Penalty: 2445.009277
	Iteration 0F: 2 clusters Score -1583779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1570288.000000 Penalty: 4890.018555
	Iteration 0F: 3 clusters Score -1570288 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1574683.750000 Penalty: 4890.018555
	Iteration 1F: 3 clusters Score -1574684 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1575080.875000 Penalty: 4890.018555
	Iteration 2F: 3 clusters Score -1575081 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1575491.750000 Penalty: 4890.018555
	Iteration 3F: 3 clusters Score -1575492 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1575885.500000 Penalty: 4890.018555
	Iteration 4Q: 3 clusters Score -1575886 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1576255.375000 Penalty: 4890.018555
	Iteration 5Q: 3 clusters Score -1576255 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1576692.625000 Penalty: 4890.018555
	Iteration 6Q: 3 clusters Score -1576693 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1577225.375000 Penalty: 4890.018555
	Iteration 7Q: 3 clusters Score -1577225 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1577826.500000 Penalty: 4890.018555
	Iteration 8F: 3 clusters Score -1577826 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1578503.750000 Penalty: 4890.018555
	Iteration 9F: 3 clusters Score -1578504 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1579184.625000 Penalty: 4890.018555
	Iteration 10Q: 3 clusters Score -1579185 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1579762.625000 Penalty: 4890.018555
	Iteration 11Q: 3 clusters Score -1579763 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1580251.625000 Penalty: 4890.018555
	Iteration 12Q: 3 clusters Score -1580252 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1580589.875000 Penalty: 4890.018555
	Iteration 13Q: 3 clusters Score -1580590 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1580860.125000 Penalty: 4890.018555
	Iteration 14Q: 3 clusters Score -1580860 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1581090.375000 Penalty: 4890.018555
	Iteration 15Q: 3 clusters Score -1581090 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1581257.625000 Penalty: 4890.018555
	Iteration 16Q: 3 clusters Score -1581258 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1581398.250000 Penalty: 4890.018555
	Iteration 17Q: 3 clusters Score -1581398 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1581490.375000 Penalty: 4890.018555
	Iteration 18Q: 3 clusters Score -1581490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1581570.625000 Penalty: 4890.018555
	Iteration 19Q: 3 clusters Score -1581571 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1581621.625000 Penalty: 4890.018555
	Iteration 20F: 3 clusters Score -1581622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1581650.000000 Penalty: 4890.018555
	Iteration 21Q: 3 clusters Score -1581650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1581678.750000 Penalty: 4890.018555
	Iteration 22Q: 3 clusters Score -1581679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1581694.500000 Penalty: 4890.018555
	Iteration 23Q: 3 clusters Score -1581694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1581705.875000 Penalty: 4890.018555
	Iteration 24Q: 3 clusters Score -1581706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1581717.375000 Penalty: 4890.018555
	Iteration 25Q: 3 clusters Score -1581717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1581735.750000 Penalty: 4890.018555
	Iteration 26Q: 3 clusters Score -1581736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1581741.500000 Penalty: 4890.018555
	Iteration 27Q: 3 clusters Score -1581742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1581749.250000 Penalty: 4890.018555
	Iteration 28Q: 3 clusters Score -1581749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1581755.500000 Penalty: 4890.018555
	Iteration 29Q: 3 clusters Score -1581756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1581762.250000 Penalty: 4890.018555
	Iteration 30Q: 3 clusters Score -1581762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1581767.750000 Penalty: 4890.018555
	Iteration 31Q: 3 clusters Score -1581768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1581773.500000 Penalty: 4890.018555
	Iteration 32Q: 3 clusters Score -1581774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1581776.250000 Penalty: 4890.018555
	Iteration 33Q: 3 clusters Score -1581776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1581777.250000 Penalty: 4890.018555
	Iteration 34Q: 3 clusters Score -1581777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1581782.750000 Penalty: 4890.018555
	Iteration 35Q: 3 clusters Score -1581783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1581785.000000 Penalty: 4890.018555
	Iteration 36Q: 3 clusters Score -1581785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1581786.000000 Penalty: 4890.018555
	Iteration 37Q: 3 clusters Score -1581786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1581791.375000 Penalty: 4890.018555
	Iteration 38Q: 3 clusters Score -1581791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1581792.875000 Penalty: 4890.018555
	Iteration 39Q: 3 clusters Score -1581793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1581796.875000 Penalty: 4890.018555
	Iteration 40F: 3 clusters Score -1581797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1581797.750000 Penalty: 4890.018555
	Iteration 41Q: 3 clusters Score -1581798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1581797.750000 Penalty: 4890.018555
	Iteration 42F: 3 clusters Score -1581798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Entering Unmasked Estep 
Score: -8004197.000000 Penalty: 2848.649414
	Iteration 0F: 2 clusters Score -8004197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -7939001.500000 Penalty: 5697.298828
	Iteration 0F: 3 clusters Score -7939002 nChanged 45949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -7965051.500000 Penalty: 5697.298828
	Iteration 1F: 3 clusters Score -7965052 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -7965793.500000 Penalty: 5697.298828
	Iteration 2Q: 3 clusters Score -7965794 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -7966747.000000 Penalty: 5697.298828
	Iteration 3Q: 3 clusters Score -7966747 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -7967923.500000 Penalty: 5697.298828
	Iteration 4Q: 3 clusters Score -7967924 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -7969747.000000 Penalty: 5697.298828
	Iteration 5Q: 3 clusters Score -7969747 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -7972553.000000 Penalty: 5697.298828
	Iteration 6F: 3 clusters Score -7972553 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7976893.500000 Penalty: 5697.298828
	Iteration 7F: 3 clusters Score -7976894 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -7983100.000000 Penalty: 5697.298828
	Iteration 8F: 3 clusters Score -7983100 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -7990108.000000 Penalty: 5697.298828
	Iteration 9F: 3 clusters Score -7990108 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -7994608.000000 Penalty: 5697.298828
	Iteration 10F: 3 clusters Score -7994608 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -7996323.000000 Penalty: 5697.298828
	Iteration 11Q: 3 clusters Score -7996323 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -7997082.500000 Penalty: 5697.298828
	Iteration 12Q: 3 clusters Score -7997082 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -7997546.000000 Penalty: 5697.298828
	Iteration 13Q: 3 clusters Score -7997546 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7997878.000000 Penalty: 5697.298828
	Iteration 14Q: 3 clusters Score -7997878 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -7998138.500000 Penalty: 5697.298828
	Iteration 15Q: 3 clusters Score -7998138 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -7998347.500000 Penalty: 5697.298828
	Iteration 16Q: 3 clusters Score -7998348 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -7998569.000000 Penalty: 5697.298828
	Iteration 17Q: 3 clusters Score -7998569 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7998749.000000 Penalty: 5697.298828
	Iteration 18Q: 3 clusters Score -7998749 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -7998934.500000 Penalty: 5697.298828
	Iteration 19Q: 3 clusters Score -7998934 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -7999088.000000 Penalty: 5697.298828
	Iteration 20F: 3 clusters Score -7999088 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -7999193.000000 Penalty: 5697.298828
	Iteration 21Q: 3 clusters Score -7999193 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -7999389.000000 Penalty: 5697.298828
	Iteration 22Q: 3 clusters Score -7999389 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -7999504.000000 Penalty: 5697.298828
	Iteration 23Q: 3 clusters Score -7999504 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -7999652.500000 Penalty: 5697.298828
	Iteration 24Q: 3 clusters Score -7999652 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -7999780.500000 Penalty: 5697.298828
	Iteration 25Q: 3 clusters Score -7999780 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -7999909.500000 Penalty: 5697.298828
	Iteration 26Q: 3 clusters Score -7999910 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7999986.500000 Penalty: 5697.298828
	Iteration 27Q: 3 clusters Score -7999986 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85025 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -8000112.000000 Penalty: 5697.298828
	Iteration 28Q: 3 clusters Score -8000112 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -8000238.500000 Penalty: 5697.298828
	Iteration 29Q: 3 clusters Score -8000238 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -8000383.500000 Penalty: 5697.298828
	Iteration 30Q: 3 clusters Score -8000384 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -8000522.500000 Penalty: 5697.298828
	Iteration 31Q: 3 clusters Score -8000522 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -8000639.500000 Penalty: 5697.298828
	Iteration 32Q: 3 clusters Score -8000640 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8000742.000000 Penalty: 5697.298828
	Iteration 33Q: 3 clusters Score -8000742 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8000887.000000 Penalty: 5697.298828
	Iteration 34Q: 3 clusters Score -8000887 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8001011.500000 Penalty: 5697.298828
	Iteration 35Q: 3 clusters Score -8001012 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -8001122.000000 Penalty: 5697.298828
	Iteration 36Q: 3 clusters Score -8001122 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8001199.000000 Penalty: 5697.298828
	Iteration 37Q: 3 clusters Score -8001199 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -8001329.000000 Penalty: 5697.298828
	Iteration 38Q: 3 clusters Score -8001329 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -8001390.500000 Penalty: 5697.298828
	Iteration 39Q: 3 clusters Score -8001390 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8001453.500000 Penalty: 5697.298828
	Iteration 40F: 3 clusters Score -8001454 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -8001502.500000 Penalty: 5697.298828
	Iteration 41Q: 3 clusters Score -8001502 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -8001561.500000 Penalty: 5697.298828
	Iteration 42Q: 3 clusters Score -8001562 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8001626 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8001672 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8001783 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8001821 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8001890 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -8001938.000000 Penalty: 5697.298828
	Iteration 48Q: 3 clusters Score -8001938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8001981.500000 Penalty: 5697.298828
	Iteration 49Q: 3 clusters Score -8001982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92988 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -8002024.000000 Penalty: 5697.298828
	Iteration 50Q: 3 clusters Score -8002024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8002072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8002084 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8002117 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93571 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8002148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8002176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8002202 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8002227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8002256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8002288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8002310.500000 Penalty: 5697.298828
	Iteration 60F: 3 clusters Score -8002310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8002307.000000 Penalty: 5697.298828
	Iteration 61Q: 3 clusters Score -8002307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8002321.000000 Penalty: 5697.298828
	Iteration 62Q: 3 clusters Score -8002321 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8002335.500000 Penalty: 5697.298828
	Iteration 63Q: 3 clusters Score -8002336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8002353.000000 Penalty: 5697.298828
	Iteration 64Q: 3 clusters Score -8002353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8002361.000000 Penalty: 5697.298828
	Iteration 65Q: 3 clusters Score -8002361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8002362.500000 Penalty: 5697.298828
	Iteration 66Q: 3 clusters Score -8002362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8002361.500000 Penalty: 5697.298828
	Iteration 67Q: 3 clusters Score -8002362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8002384.500000 Penalty: 5697.298828
	Iteration 68Q: 3 clusters Score -8002384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8002399.000000 Penalty: 5697.298828
	Iteration 69Q: 3 clusters Score -8002399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8002408.500000 Penalty: 5697.298828
	Iteration 70Q: 3 clusters Score -8002408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8002399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8002396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8002407.000000 Penalty: 5697.298828
	Iteration 73Q: 3 clusters Score -8002407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8002408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8002408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94819 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8002406.500000 Penalty: 5697.298828
	Iteration 76Q: 3 clusters Score -8002406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8002397.500000 Penalty: 5697.298828
	Iteration 77Q: 3 clusters Score -8002398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94845 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8002402.500000 Penalty: 5697.298828
	Iteration 78Q: 3 clusters Score -8002402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8002403.500000 Penalty: 5697.298828
	Iteration 79Q: 3 clusters Score -8002404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8002401.000000 Penalty: 5697.298828
	Iteration 80F: 3 clusters Score -8002401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94880 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8002400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8002398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8002390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8002397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8002402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8002386.000000 Penalty: 5697.298828
	Iteration 86Q: 3 clusters Score -8002386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8002391.000000 Penalty: 5697.298828
	Iteration 87Q: 3 clusters Score -8002391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8002382.500000 Penalty: 5697.298828
	Iteration 88Q: 3 clusters Score -8002382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8002398.500000 Penalty: 5697.298828
	Iteration 89Q: 3 clusters Score -8002398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8002389.500000 Penalty: 5697.298828
	Iteration 90Q: 3 clusters Score -8002390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8002395.000000 Penalty: 5697.298828
	Iteration 91Q: 3 clusters Score -8002395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8002393.500000 Penalty: 5697.298828
	Iteration 92Q: 3 clusters Score -8002394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8002392.500000 Penalty: 5697.298828
	Iteration 93Q: 3 clusters Score -8002392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8002396.000000 Penalty: 5697.298828
	Iteration 94Q: 3 clusters Score -8002396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8002397.500000 Penalty: 5697.298828
	Iteration 95Q: 3 clusters Score -8002398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8002407.500000 Penalty: 5697.298828
	Iteration 96Q: 3 clusters Score -8002408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8002412.000000 Penalty: 5697.298828
	Iteration 97Q: 3 clusters Score -8002412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8002409.000000 Penalty: 5697.298828
	Iteration 98Q: 3 clusters Score -8002409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8002422.000000 Penalty: 5697.298828
	Iteration 99Q: 3 clusters Score -8002422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8002429.500000 Penalty: 5697.298828
	Iteration 100F: 3 clusters Score -8002430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95039 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8002427.500000 Penalty: 5697.298828
	Iteration 101Q: 3 clusters Score -8002428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8002424.500000 Penalty: 5697.298828
	Iteration 102Q: 3 clusters Score -8002424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95048 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8002427.000000 Penalty: 5697.298828
	Iteration 103Q: 3 clusters Score -8002427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95051 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8002424.500000 Penalty: 5697.298828
	Iteration 104Q: 3 clusters Score -8002424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95052 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8002424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8002432.000000 Penalty: 5697.298828
	Iteration 106Q: 3 clusters Score -8002432 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8002430 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 108F: 3 clusters Score -8002430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16471 members 
Entering Unmasked Estep 
Score: -1304875.625000 Penalty: 2407.920410
	Iteration 0F: 2 clusters Score -1304876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1293060 nChanged 7132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1296873 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1297301 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1297692 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1298135.500000 Penalty: 4815.840820
	Iteration 4Q: 3 clusters Score -1298136 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1298584.250000 Penalty: 4815.840820
	Iteration 5Q: 3 clusters Score -1298584 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1299020.750000 Penalty: 4815.840820
	Iteration 6Q: 3 clusters Score -1299021 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1299437.625000 Penalty: 4815.840820
	Iteration 7Q: 3 clusters Score -1299438 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1299897.250000 Penalty: 4815.840820
	Iteration 8Q: 3 clusters Score -1299897 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1300409.625000 Penalty: 4815.840820
	Iteration 9F: 3 clusters Score -1300410 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1300933.375000 Penalty: 4815.840820
	Iteration 10Q: 3 clusters Score -1300933 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1301478 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1301905.125000 Penalty: 4815.840820
	Iteration 12Q: 3 clusters Score -1301905 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1302246.875000 Penalty: 4815.840820
	Iteration 13Q: 3 clusters Score -1302247 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1302494.750000 Penalty: 4815.840820
	Iteration 14Q: 3 clusters Score -1302495 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1302644.875000 Penalty: 4815.840820
	Iteration 15Q: 3 clusters Score -1302645 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1302739.750000 Penalty: 4815.840820
	Iteration 16Q: 3 clusters Score -1302740 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1302793.000000 Penalty: 4815.840820
	Iteration 17Q: 3 clusters Score -1302793 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1302842.375000 Penalty: 4815.840820
	Iteration 18Q: 3 clusters Score -1302842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1302873.500000 Penalty: 4815.840820
	Iteration 19Q: 3 clusters Score -1302874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1302906.750000 Penalty: 4815.840820
	Iteration 20F: 3 clusters Score -1302907 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1302936.250000 Penalty: 4815.840820
	Iteration 21Q: 3 clusters Score -1302936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1302972.000000 Penalty: 4815.840820
	Iteration 22Q: 3 clusters Score -1302972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1302999.250000 Penalty: 4815.840820
	Iteration 23Q: 3 clusters Score -1302999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1303027.750000 Penalty: 4815.840820
	Iteration 24Q: 3 clusters Score -1303028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1303049.125000 Penalty: 4815.840820
	Iteration 25Q: 3 clusters Score -1303049 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1303070.500000 Penalty: 4815.840820
	Iteration 26Q: 3 clusters Score -1303070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1303092.500000 Penalty: 4815.840820
	Iteration 27Q: 3 clusters Score -1303092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1303115.375000 Penalty: 4815.840820
	Iteration 28Q: 3 clusters Score -1303115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1303140.250000 Penalty: 4815.840820
	Iteration 29Q: 3 clusters Score -1303140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1303153.000000 Penalty: 4815.840820
	Iteration 30Q: 3 clusters Score -1303153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1303170.125000 Penalty: 4815.840820
	Iteration 31Q: 3 clusters Score -1303170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1303180.250000 Penalty: 4815.840820
	Iteration 32Q: 3 clusters Score -1303180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1303194.500000 Penalty: 4815.840820
	Iteration 33Q: 3 clusters Score -1303194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1303209.000000 Penalty: 4815.840820
	Iteration 34Q: 3 clusters Score -1303209 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1303224.875000 Penalty: 4815.840820
	Iteration 35Q: 3 clusters Score -1303225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1303228.750000 Penalty: 4815.840820
	Iteration 36Q: 3 clusters Score -1303229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1303238.875000 Penalty: 4815.840820
	Iteration 37Q: 3 clusters Score -1303239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1303251.250000 Penalty: 4815.840820
	Iteration 38Q: 3 clusters Score -1303251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1303259.625000 Penalty: 4815.840820
	Iteration 39Q: 3 clusters Score -1303260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1303267.375000 Penalty: 4815.840820
	Iteration 40F: 3 clusters Score -1303267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1303278.125000 Penalty: 4815.840820
	Iteration 41Q: 3 clusters Score -1303278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1303280.625000 Penalty: 4815.840820
	Iteration 42Q: 3 clusters Score -1303281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1303286.375000 Penalty: 4815.840820
	Iteration 43Q: 3 clusters Score -1303286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1303296.750000 Penalty: 4815.840820
	Iteration 44Q: 3 clusters Score -1303297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1303304.625000 Penalty: 4815.840820
	Iteration 45Q: 3 clusters Score -1303305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1303311.500000 Penalty: 4815.840820
	Iteration 46Q: 3 clusters Score -1303312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1303313.250000 Penalty: 4815.840820
	Iteration 47Q: 3 clusters Score -1303313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1303317.000000 Penalty: 4815.840820
	Iteration 48Q: 3 clusters Score -1303317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1303320.250000 Penalty: 4815.840820
	Iteration 49Q: 3 clusters Score -1303320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1303326.500000 Penalty: 4815.840820
	Iteration 50Q: 3 clusters Score -1303326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1303333.125000 Penalty: 4815.840820
	Iteration 51Q: 3 clusters Score -1303333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1303338.125000 Penalty: 4815.840820
	Iteration 52Q: 3 clusters Score -1303338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1303346.125000 Penalty: 4815.840820
	Iteration 53Q: 3 clusters Score -1303346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1303347.250000 Penalty: 4815.840820
	Iteration 54Q: 3 clusters Score -1303347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1303352.375000 Penalty: 4815.840820
	Iteration 55Q: 3 clusters Score -1303352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1303355.125000 Penalty: 4815.840820
	Iteration 56Q: 3 clusters Score -1303355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1303361.000000 Penalty: 4815.840820
	Iteration 57Q: 3 clusters Score -1303361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1303361.000000 Penalty: 4815.840820
	Iteration 58Q: 3 clusters Score -1303361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1303363.875000 Penalty: 4815.840820
	Iteration 59Q: 3 clusters Score -1303364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1303365.875000 Penalty: 4815.840820
	Iteration 60F: 3 clusters Score -1303366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1303369.000000 Penalty: 4815.840820
	Iteration 61Q: 3 clusters Score -1303369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1303373.500000 Penalty: 4815.840820
	Iteration 62Q: 3 clusters Score -1303374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1303376.250000 Penalty: 4815.840820
	Iteration 63Q: 3 clusters Score -1303376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1303376.750000 Penalty: 4815.840820
	Iteration 64Q: 3 clusters Score -1303377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1303375.625000 Penalty: 4815.840820
	Iteration 65Q: 3 clusters Score -1303376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1303377.250000 Penalty: 4815.840820
	Iteration 66Q: 3 clusters Score -1303377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1303377.750000 Penalty: 4815.840820
	Iteration 67Q: 3 clusters Score -1303378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1303382.500000 Penalty: 4815.840820
	Iteration 68Q: 3 clusters Score -1303382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1303383.125000 Penalty: 4815.840820
	Iteration 69Q: 3 clusters Score -1303383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1303385.250000 Penalty: 4815.840820
	Iteration 70Q: 3 clusters Score -1303385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1303384.250000 Penalty: 4815.840820
	Iteration 71Q: 3 clusters Score -1303384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1303386.250000 Penalty: 4815.840820
	Iteration 72Q: 3 clusters Score -1303386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1303384.875000 Penalty: 4815.840820
	Iteration 73Q: 3 clusters Score -1303385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1303384.500000 Penalty: 4815.840820
	Iteration 74Q: 3 clusters Score -1303384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1303386.625000 Penalty: 4815.840820
	Iteration 75Q: 3 clusters Score -1303387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1303386.625000 Penalty: 4815.840820
	Iteration 76Q: 3 clusters Score -1303387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1303387.875000 Penalty: 4815.840820
	Iteration 77Q: 3 clusters Score -1303388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1303388.375000 Penalty: 4815.840820
	Iteration 78Q: 3 clusters Score -1303388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1303389.250000 Penalty: 4815.840820
	Iteration 79Q: 3 clusters Score -1303389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1303387.625000 Penalty: 4815.840820
	Iteration 80F: 3 clusters Score -1303388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1303385.875000 Penalty: 4815.840820
	Iteration 81Q: 3 clusters Score -1303386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1303387.625000 Penalty: 4815.840820
	Iteration 82Q: 3 clusters Score -1303388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1303389.375000 Penalty: 4815.840820
	Iteration 83Q: 3 clusters Score -1303389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1303392.250000 Penalty: 4815.840820
	Iteration 84Q: 3 clusters Score -1303392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1303392.625000 Penalty: 4815.840820
	Iteration 85Q: 3 clusters Score -1303393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1303389.875000 Penalty: 4815.840820
	Iteration 86Q: 3 clusters Score -1303390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1303392.125000 Penalty: 4815.840820
	Iteration 87Q: 3 clusters Score -1303392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1303393.875000 Penalty: 4815.840820
	Iteration 88Q: 3 clusters Score -1303394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1303392.250000 Penalty: 4815.840820
	Iteration 89Q: 3 clusters Score -1303392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1303393.125000 Penalty: 4815.840820
	Iteration 90Q: 3 clusters Score -1303393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1303393.875000 Penalty: 4815.840820
	Iteration 91Q: 3 clusters Score -1303394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1303396.750000 Penalty: 4815.840820
	Iteration 92Q: 3 clusters Score -1303397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1303398.750000 Penalty: 4815.840820
	Iteration 93Q: 3 clusters Score -1303399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1303398.875000 Penalty: 4815.840820
	Iteration 94Q: 3 clusters Score -1303399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1303399.125000 Penalty: 4815.840820
	Iteration 95Q: 3 clusters Score -1303399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1303403.500000 Penalty: 4815.840820
	Iteration 96Q: 3 clusters Score -1303404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1303406.875000 Penalty: 4815.840820
	Iteration 97Q: 3 clusters Score -1303407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1303405.750000 Penalty: 4815.840820
	Iteration 98Q: 3 clusters Score -1303406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1303406.875000 Penalty: 4815.840820
	Iteration 99Q: 3 clusters Score -1303407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1303407.625000 Penalty: 4815.840820
	Iteration 100F: 3 clusters Score -1303408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1303409.500000 Penalty: 4815.840820
	Iteration 101Q: 3 clusters Score -1303410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1303408.625000 Penalty: 4815.840820
	Iteration 102Q: 3 clusters Score -1303409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1303408.625000 Penalty: 4815.840820
	Iteration 103F: 3 clusters Score -1303409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -235649.859375 Penalty: 2042.566528
	Iteration 0F: 2 clusters Score -235649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -231913.171875 Penalty: 4085.133057
	Iteration 0F: 3 clusters Score -231913.2 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -232943.593750 Penalty: 4085.133057
	Iteration 1F: 3 clusters Score -232943.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -233371.828125 Penalty: 4085.133057
	Iteration 2F: 3 clusters Score -233371.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -233792.765625 Penalty: 4085.133057
	Iteration 3F: 3 clusters Score -233792.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -234099.390625 Penalty: 4085.133057
	Iteration 4F: 3 clusters Score -234099.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -234314.734375 Penalty: 4085.133057
	Iteration 5F: 3 clusters Score -234314.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -234507.437500 Penalty: 4085.133057
	Iteration 6Q: 3 clusters Score -234507.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -234695.359375 Penalty: 4085.133057
	Iteration 7Q: 3 clusters Score -234695.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -234893.750000 Penalty: 4085.133057
	Iteration 8Q: 3 clusters Score -234893.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -235015.890625 Penalty: 4085.133057
	Iteration 9Q: 3 clusters Score -235015.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -235102.031250 Penalty: 4085.133057
	Iteration 10Q: 3 clusters Score -235102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -235153.453125 Penalty: 4085.133057
	Iteration 11Q: 3 clusters Score -235153.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -235181.812500 Penalty: 4085.133057
	Iteration 12Q: 3 clusters Score -235181.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -235203.218750 Penalty: 4085.133057
	Iteration 13Q: 3 clusters Score -235203.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -235221.906250 Penalty: 4085.133057
	Iteration 14Q: 3 clusters Score -235221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -235233.531250 Penalty: 4085.133057
	Iteration 15Q: 3 clusters Score -235233.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -235242.296875 Penalty: 4085.133057
	Iteration 16Q: 3 clusters Score -235242.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -235247.515625 Penalty: 4085.133057
	Iteration 17Q: 3 clusters Score -235247.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -235252.828125 Penalty: 4085.133057
	Iteration 18Q: 3 clusters Score -235252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -235254.828125 Penalty: 4085.133057
	Iteration 19Q: 3 clusters Score -235254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235256.031250 Penalty: 4085.133057
	Iteration 20F: 3 clusters Score -235256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -235256.203125 Penalty: 4085.133057
	Iteration 21Q: 3 clusters Score -235256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -235257.578125 Penalty: 4085.133057
	Iteration 22Q: 3 clusters Score -235257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -235257.406250 Penalty: 4085.133057
	Iteration 23Q: 3 clusters Score -235257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -235257.406250 Penalty: 4085.133057
	Iteration 24F: 3 clusters Score -235257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Entering Unmasked Estep 
Score: -2500714.250000 Penalty: 2574.294189
	Iteration 0F: 2 clusters Score -2500714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2478788.500000 Penalty: 5148.588379
	Iteration 0F: 3 clusters Score -2478788 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2486912.750000 Penalty: 5148.588379
	Iteration 1F: 3 clusters Score -2486913 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2487563.500000 Penalty: 5148.588379
	Iteration 2Q: 3 clusters Score -2487564 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2488381.500000 Penalty: 5148.588379
	Iteration 3F: 3 clusters Score -2488382 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2489341.250000 Penalty: 5148.588379
	Iteration 4F: 3 clusters Score -2489341 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2490546.250000 Penalty: 5148.588379
	Iteration 5F: 3 clusters Score -2490546 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2491875.500000 Penalty: 5148.588379
	Iteration 6F: 3 clusters Score -2491876 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2493223.500000 Penalty: 5148.588379
	Iteration 7F: 3 clusters Score -2493224 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2494690.500000 Penalty: 5148.588379
	Iteration 8F: 3 clusters Score -2494690 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2496205.500000 Penalty: 5148.588379
	Iteration 9Q: 3 clusters Score -2496206 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2497233.000000 Penalty: 5148.588379
	Iteration 10Q: 3 clusters Score -2497233 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2497771.250000 Penalty: 5148.588379
	Iteration 11Q: 3 clusters Score -2497771 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2498054.500000 Penalty: 5148.588379
	Iteration 12Q: 3 clusters Score -2498054 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2498230.750000 Penalty: 5148.588379
	Iteration 13Q: 3 clusters Score -2498231 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2498362.000000 Penalty: 5148.588379
	Iteration 14Q: 3 clusters Score -2498362 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2498453.000000 Penalty: 5148.588379
	Iteration 15Q: 3 clusters Score -2498453 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2498506.500000 Penalty: 5148.588379
	Iteration 16Q: 3 clusters Score -2498506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2498557.250000 Penalty: 5148.588379
	Iteration 17Q: 3 clusters Score -2498557 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2498622.500000 Penalty: 5148.588379
	Iteration 18Q: 3 clusters Score -2498622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2498647.500000 Penalty: 5148.588379
	Iteration 19Q: 3 clusters Score -2498648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2498665.250000 Penalty: 5148.588379
	Iteration 20F: 3 clusters Score -2498665 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2498690.500000 Penalty: 5148.588379
	Iteration 21Q: 3 clusters Score -2498690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2498715.500000 Penalty: 5148.588379
	Iteration 22Q: 3 clusters Score -2498716 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2498728.250000 Penalty: 5148.588379
	Iteration 23Q: 3 clusters Score -2498728 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2498747.500000 Penalty: 5148.588379
	Iteration 24Q: 3 clusters Score -2498748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2498762.000000 Penalty: 5148.588379
	Iteration 25Q: 3 clusters Score -2498762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2498789.250000 Penalty: 5148.588379
	Iteration 26Q: 3 clusters Score -2498789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2498794.000000 Penalty: 5148.588379
	Iteration 27Q: 3 clusters Score -2498794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2498811.250000 Penalty: 5148.588379
	Iteration 28Q: 3 clusters Score -2498811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2498813.500000 Penalty: 5148.588379
	Iteration 29Q: 3 clusters Score -2498814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2498806.750000 Penalty: 5148.588379
	Iteration 30Q: 3 clusters Score -2498807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2498817.250000 Penalty: 5148.588379
	Iteration 31Q: 3 clusters Score -2498817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2498832.250000 Penalty: 5148.588379
	Iteration 32Q: 3 clusters Score -2498832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2498836.250000 Penalty: 5148.588379
	Iteration 33Q: 3 clusters Score -2498836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2498833.750000 Penalty: 5148.588379
	Iteration 34Q: 3 clusters Score -2498834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2498846.000000 Penalty: 5148.588379
	Iteration 35Q: 3 clusters Score -2498846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2498852.000000 Penalty: 5148.588379
	Iteration 36Q: 3 clusters Score -2498852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2498852.500000 Penalty: 5148.588379
	Iteration 37Q: 3 clusters Score -2498852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2498856.250000 Penalty: 5148.588379
	Iteration 38Q: 3 clusters Score -2498856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2498862.000000 Penalty: 5148.588379
	Iteration 39Q: 3 clusters Score -2498862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2498859.750000 Penalty: 5148.588379
	Iteration 40F: 3 clusters Score -2498860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2498879.000000 Penalty: 5148.588379
	Iteration 41Q: 3 clusters Score -2498879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2498882.000000 Penalty: 5148.588379
	Iteration 42Q: 3 clusters Score -2498882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2498874.750000 Penalty: 5148.588379
	Iteration 43Q: 3 clusters Score -2498875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2498877.750000 Penalty: 5148.588379
	Iteration 44Q: 3 clusters Score -2498878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2498883.000000 Penalty: 5148.588379
	Iteration 45Q: 3 clusters Score -2498883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2498884.250000 Penalty: 5148.588379
	Iteration 46Q: 3 clusters Score -2498884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2498893.500000 Penalty: 5148.588379
	Iteration 47Q: 3 clusters Score -2498894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2498898.000000 Penalty: 5148.588379
	Iteration 48Q: 3 clusters Score -2498898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2498898.500000 Penalty: 5148.588379
	Iteration 49Q: 3 clusters Score -2498898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2498896.250000 Penalty: 5148.588379
	Iteration 50Q: 3 clusters Score -2498896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2498902.750000 Penalty: 5148.588379
	Iteration 51Q: 3 clusters Score -2498903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2498901.750000 Penalty: 5148.588379
	Iteration 52Q: 3 clusters Score -2498902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2498902.250000 Penalty: 5148.588379
	Iteration 53Q: 3 clusters Score -2498902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2498900.000000 Penalty: 5148.588379
	Iteration 54Q: 3 clusters Score -2498900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2498908.000000 Penalty: 5148.588379
	Iteration 55Q: 3 clusters Score -2498908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2498911.000000 Penalty: 5148.588379
	Iteration 56Q: 3 clusters Score -2498911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2498907.000000 Penalty: 5148.588379
	Iteration 57Q: 3 clusters Score -2498907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2498907.500000 Penalty: 5148.588379
	Iteration 58Q: 3 clusters Score -2498908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2498907.750000 Penalty: 5148.588379
	Iteration 59Q: 3 clusters Score -2498908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2498913.250000 Penalty: 5148.588379
	Iteration 60F: 3 clusters Score -2498913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2498911.500000 Penalty: 5148.588379
	Iteration 61Q: 3 clusters Score -2498912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2498911.750000 Penalty: 5148.588379
	Iteration 62Q: 3 clusters Score -2498912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2498911.000000 Penalty: 5148.588379
	Iteration 63Q: 3 clusters Score -2498911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2498914.750000 Penalty: 5148.588379
	Iteration 64Q: 3 clusters Score -2498915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2498914.500000 Penalty: 5148.588379
	Iteration 65Q: 3 clusters Score -2498914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2498920.750000 Penalty: 5148.588379
	Iteration 66Q: 3 clusters Score -2498921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2498921.000000 Penalty: 5148.588379
	Iteration 67Q: 3 clusters Score -2498921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2498922.750000 Penalty: 5148.588379
	Iteration 68Q: 3 clusters Score -2498923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2498930.000000 Penalty: 5148.588379
	Iteration 69Q: 3 clusters Score -2498930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2498935.750000 Penalty: 5148.588379
	Iteration 70Q: 3 clusters Score -2498936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2498937.250000 Penalty: 5148.588379
	Iteration 71Q: 3 clusters Score -2498937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2498937.500000 Penalty: 5148.588379
	Iteration 72Q: 3 clusters Score -2498938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2498942.000000 Penalty: 5148.588379
	Iteration 73Q: 3 clusters Score -2498942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2498949.000000 Penalty: 5148.588379
	Iteration 74Q: 3 clusters Score -2498949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2498949.500000 Penalty: 5148.588379
	Iteration 75Q: 3 clusters Score -2498950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2498948.750000 Penalty: 5148.588379
	Iteration 76Q: 3 clusters Score -2498949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2498955.250000 Penalty: 5148.588379
	Iteration 77Q: 3 clusters Score -2498955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2498958.250000 Penalty: 5148.588379
	Iteration 78Q: 3 clusters Score -2498958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2498965.250000 Penalty: 5148.588379
	Iteration 79Q: 3 clusters Score -2498965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2498965.250000 Penalty: 5148.588379
	Iteration 80F: 3 clusters Score -2498965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2498965.000000 Penalty: 5148.588379
	Iteration 81Q: 3 clusters Score -2498965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2498966.500000 Penalty: 5148.588379
	Iteration 82Q: 3 clusters Score -2498966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2498961.500000 Penalty: 5148.588379
	Iteration 83Q: 3 clusters Score -2498962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2498965.750000 Penalty: 5148.588379
	Iteration 84Q: 3 clusters Score -2498966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2498969.000000 Penalty: 5148.588379
	Iteration 85Q: 3 clusters Score -2498969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2498968.250000 Penalty: 5148.588379
	Iteration 86Q: 3 clusters Score -2498968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2498971.750000 Penalty: 5148.588379
	Iteration 87Q: 3 clusters Score -2498972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2498972.750000 Penalty: 5148.588379
	Iteration 88Q: 3 clusters Score -2498973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2498973.750000 Penalty: 5148.588379
	Iteration 89Q: 3 clusters Score -2498974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2498969.000000 Penalty: 5148.588379
	Iteration 90Q: 3 clusters Score -2498969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2498966.500000 Penalty: 5148.588379
	Iteration 91Q: 3 clusters Score -2498966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2498974.250000 Penalty: 5148.588379
	Iteration 92Q: 3 clusters Score -2498974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2498972.000000 Penalty: 5148.588379
	Iteration 93Q: 3 clusters Score -2498972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2498977.250000 Penalty: 5148.588379
	Iteration 94Q: 3 clusters Score -2498977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2498972.750000 Penalty: 5148.588379
	Iteration 95Q: 3 clusters Score -2498973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2498987.000000 Penalty: 5148.588379
	Iteration 96Q: 3 clusters Score -2498987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2498997.000000 Penalty: 5148.588379
	Iteration 97Q: 3 clusters Score -2498997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2499002.500000 Penalty: 5148.588379
	Iteration 98Q: 3 clusters Score -2499002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2499005.500000 Penalty: 5148.588379
	Iteration 99Q: 3 clusters Score -2499006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2499003.000000 Penalty: 5148.588379
	Iteration 100F: 3 clusters Score -2499003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2499006.000000 Penalty: 5148.588379
	Iteration 101Q: 3 clusters Score -2499006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2499009.000000 Penalty: 5148.588379
	Iteration 102Q: 3 clusters Score -2499009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2499011.250000 Penalty: 5148.588379
	Iteration 103Q: 3 clusters Score -2499011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2499016.250000 Penalty: 5148.588379
	Iteration 104Q: 3 clusters Score -2499016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2499018.750000 Penalty: 5148.588379
	Iteration 105Q: 3 clusters Score -2499019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2499019.500000 Penalty: 5148.588379
	Iteration 106Q: 3 clusters Score -2499020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2499034.500000 Penalty: 5148.588379
	Iteration 107Q: 3 clusters Score -2499034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2499038.750000 Penalty: 5148.588379
	Iteration 108Q: 3 clusters Score -2499039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2499042.500000 Penalty: 5148.588379
	Iteration 109Q: 3 clusters Score -2499042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2499040.750000 Penalty: 5148.588379
	Iteration 110Q: 3 clusters Score -2499041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2499039.250000 Penalty: 5148.588379
	Iteration 111Q: 3 clusters Score -2499039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2499047.750000 Penalty: 5148.588379
	Iteration 112Q: 3 clusters Score -2499048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2499041.250000 Penalty: 5148.588379
	Iteration 113Q: 3 clusters Score -2499041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2499049.250000 Penalty: 5148.588379
	Iteration 114Q: 3 clusters Score -2499049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2499053.750000 Penalty: 5148.588379
	Iteration 115Q: 3 clusters Score -2499054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2499054.500000 Penalty: 5148.588379
	Iteration 116Q: 3 clusters Score -2499054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2499061.750000 Penalty: 5148.588379
	Iteration 117Q: 3 clusters Score -2499062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2499060.250000 Penalty: 5148.588379
	Iteration 118Q: 3 clusters Score -2499060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2499068.000000 Penalty: 5148.588379
	Iteration 119Q: 3 clusters Score -2499068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2499065.500000 Penalty: 5148.588379
	Iteration 120F: 3 clusters Score -2499066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2499071.000000 Penalty: 5148.588379
	Iteration 121Q: 3 clusters Score -2499071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2499070.750000 Penalty: 5148.588379
	Iteration 122Q: 3 clusters Score -2499071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2499073.500000 Penalty: 5148.588379
	Iteration 123Q: 3 clusters Score -2499074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2499071.000000 Penalty: 5148.588379
	Iteration 124Q: 3 clusters Score -2499071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2499069.000000 Penalty: 5148.588379
	Iteration 125Q: 3 clusters Score -2499069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2499070.750000 Penalty: 5148.588379
	Iteration 126Q: 3 clusters Score -2499071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2499072.500000 Penalty: 5148.588379
	Iteration 127Q: 3 clusters Score -2499072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2499073.750000 Penalty: 5148.588379
	Iteration 128Q: 3 clusters Score -2499074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2499073.000000 Penalty: 5148.588379
	Iteration 129Q: 3 clusters Score -2499073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2499072.250000 Penalty: 5148.588379
	Iteration 130Q: 3 clusters Score -2499072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2499069.000000 Penalty: 5148.588379
	Iteration 131Q: 3 clusters Score -2499069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2499069.000000 Penalty: 5148.588379
	Iteration 132Q: 3 clusters Score -2499069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2499069.250000 Penalty: 5148.588379
	Iteration 133Q: 3 clusters Score -2499069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2499072.750000 Penalty: 5148.588379
	Iteration 134Q: 3 clusters Score -2499073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2499074.500000 Penalty: 5148.588379
	Iteration 135Q: 3 clusters Score -2499074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2499080.250000 Penalty: 5148.588379
	Iteration 136Q: 3 clusters Score -2499080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2499079.750000 Penalty: 5148.588379
	Iteration 137Q: 3 clusters Score -2499080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2499079.750000 Penalty: 5148.588379
	Iteration 138Q: 3 clusters Score -2499080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2499078.500000 Penalty: 5148.588379
	Iteration 139Q: 3 clusters Score -2499078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2499082.500000 Penalty: 5148.588379
	Iteration 140F: 3 clusters Score -2499082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2499079.250000 Penalty: 5148.588379
	Iteration 141Q: 3 clusters Score -2499079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2499083.750000 Penalty: 5148.588379
	Iteration 142Q: 3 clusters Score -2499084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2499084.750000 Penalty: 5148.588379
	Iteration 143Q: 3 clusters Score -2499085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2499085.250000 Penalty: 5148.588379
	Iteration 144Q: 3 clusters Score -2499085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2499083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2499082.750000 Penalty: 5148.588379
	Iteration 146F: 3 clusters Score -2499083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -136372.515625 Penalty: 1863.940552
	Iteration 0F: 2 clusters Score -136372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -133857.609375 Penalty: 3727.881104
	Iteration 0F: 3 clusters Score -133857.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -134324.953125 Penalty: 3727.881104
	Iteration 1F: 3 clusters Score -134325 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -134534.343750 Penalty: 3727.881104
	Iteration 2F: 3 clusters Score -134534.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -134630.968750 Penalty: 3727.881104
	Iteration 3Q: 3 clusters Score -134631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -134694.468750 Penalty: 3727.881104
	Iteration 4Q: 3 clusters Score -134694.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -134744.781250 Penalty: 3727.881104
	Iteration 5Q: 3 clusters Score -134744.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -134781.140625 Penalty: 3727.881104
	Iteration 6Q: 3 clusters Score -134781.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -134818.640625 Penalty: 3727.881104
	Iteration 7Q: 3 clusters Score -134818.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -134850.687500 Penalty: 3727.881104
	Iteration 8Q: 3 clusters Score -134850.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -134878.546875 Penalty: 3727.881104
	Iteration 9Q: 3 clusters Score -134878.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -134907.390625 Penalty: 3727.881104
	Iteration 10Q: 3 clusters Score -134907.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -134932.906250 Penalty: 3727.881104
	Iteration 11Q: 3 clusters Score -134932.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -134953.312500 Penalty: 3727.881104
	Iteration 12Q: 3 clusters Score -134953.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -134977.093750 Penalty: 3727.881104
	Iteration 13Q: 3 clusters Score -134977.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -134993.546875 Penalty: 3727.881104
	Iteration 14Q: 3 clusters Score -134993.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -135012.406250 Penalty: 3727.881104
	Iteration 15Q: 3 clusters Score -135012.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -135033.125000 Penalty: 3727.881104
	Iteration 16Q: 3 clusters Score -135033.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135059.109375 Penalty: 3727.881104
	Iteration 17Q: 3 clusters Score -135059.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -135074.062500 Penalty: 3727.881104
	Iteration 18Q: 3 clusters Score -135074.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -135090.156250 Penalty: 3727.881104
	Iteration 19Q: 3 clusters Score -135090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -135101.546875 Penalty: 3727.881104
	Iteration 20F: 3 clusters Score -135101.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -135115.234375 Penalty: 3727.881104
	Iteration 21Q: 3 clusters Score -135115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -135130.765625 Penalty: 3727.881104
	Iteration 22Q: 3 clusters Score -135130.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -135142.937500 Penalty: 3727.881104
	Iteration 23Q: 3 clusters Score -135142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -135149.250000 Penalty: 3727.881104
	Iteration 24Q: 3 clusters Score -135149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -135154.250000 Penalty: 3727.881104
	Iteration 25Q: 3 clusters Score -135154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -135157.875000 Penalty: 3727.881104
	Iteration 26Q: 3 clusters Score -135157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -135158.781250 Penalty: 3727.881104
	Iteration 27Q: 3 clusters Score -135158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -135159.671875 Penalty: 3727.881104
	Iteration 28Q: 3 clusters Score -135159.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -135160.875000 Penalty: 3727.881104
	Iteration 29Q: 3 clusters Score -135160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -135160.875000 Penalty: 3727.881104
	Iteration 30F: 3 clusters Score -135160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Entering Unmasked Estep 
Score: -3328192.250000 Penalty: 2644.901123
	Iteration 0F: 2 clusters Score -3328192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3299277.750000 Penalty: 5289.802246
	Iteration 0F: 3 clusters Score -3299278 nChanged 19687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3310173.000000 Penalty: 5289.802246
	Iteration 1F: 3 clusters Score -3310173 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3310846.250000 Penalty: 5289.802246
	Iteration 2Q: 3 clusters Score -3310846 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3311580.750000 Penalty: 5289.802246
	Iteration 3Q: 3 clusters Score -3311581 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3312375.250000 Penalty: 5289.802246
	Iteration 4Q: 3 clusters Score -3312375 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3313401.000000 Penalty: 5289.802246
	Iteration 5Q: 3 clusters Score -3313401 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3314661.000000 Penalty: 5289.802246
	Iteration 6F: 3 clusters Score -3314661 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3316199.750000 Penalty: 5289.802246
	Iteration 7F: 3 clusters Score -3316200 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3317963.750000 Penalty: 5289.802246
	Iteration 8F: 3 clusters Score -3317964 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3319737.500000 Penalty: 5289.802246
	Iteration 9F: 3 clusters Score -3319738 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3321191.000000 Penalty: 5289.802246
	Iteration 10F: 3 clusters Score -3321191 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3322075.000000 Penalty: 5289.802246
	Iteration 11Q: 3 clusters Score -3322075 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3322650.000000 Penalty: 5289.802246
	Iteration 12Q: 3 clusters Score -3322650 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3323082.750000 Penalty: 5289.802246
	Iteration 13Q: 3 clusters Score -3323083 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3323419.500000 Penalty: 5289.802246
	Iteration 14Q: 3 clusters Score -3323420 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3323735.750000 Penalty: 5289.802246
	Iteration 15Q: 3 clusters Score -3323736 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3324018.750000 Penalty: 5289.802246
	Iteration 16Q: 3 clusters Score -3324019 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3324291.000000 Penalty: 5289.802246
	Iteration 17Q: 3 clusters Score -3324291 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3324470.500000 Penalty: 5289.802246
	Iteration 18Q: 3 clusters Score -3324470 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3324620.000000 Penalty: 5289.802246
	Iteration 19Q: 3 clusters Score -3324620 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3324741.500000 Penalty: 5289.802246
	Iteration 20F: 3 clusters Score -3324742 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3324813.000000 Penalty: 5289.802246
	Iteration 21Q: 3 clusters Score -3324813 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3324888.750000 Penalty: 5289.802246
	Iteration 22Q: 3 clusters Score -3324889 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3324934.250000 Penalty: 5289.802246
	Iteration 23Q: 3 clusters Score -3324934 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3324986.000000 Penalty: 5289.802246
	Iteration 24Q: 3 clusters Score -3324986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3325049.750000 Penalty: 5289.802246
	Iteration 25Q: 3 clusters Score -3325050 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3325106.750000 Penalty: 5289.802246
	Iteration 26Q: 3 clusters Score -3325107 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3325143.750000 Penalty: 5289.802246
	Iteration 27Q: 3 clusters Score -3325144 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3325170.500000 Penalty: 5289.802246
	Iteration 28Q: 3 clusters Score -3325170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3325213.250000 Penalty: 5289.802246
	Iteration 29Q: 3 clusters Score -3325213 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3325221.750000 Penalty: 5289.802246
	Iteration 30Q: 3 clusters Score -3325222 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3325264.250000 Penalty: 5289.802246
	Iteration 31Q: 3 clusters Score -3325264 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3325306.500000 Penalty: 5289.802246
	Iteration 32Q: 3 clusters Score -3325306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3325333.750000 Penalty: 5289.802246
	Iteration 33Q: 3 clusters Score -3325334 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3325369.500000 Penalty: 5289.802246
	Iteration 34Q: 3 clusters Score -3325370 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3325409.250000 Penalty: 5289.802246
	Iteration 35Q: 3 clusters Score -3325409 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3325440.750000 Penalty: 5289.802246
	Iteration 36Q: 3 clusters Score -3325441 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3325485.000000 Penalty: 5289.802246
	Iteration 37Q: 3 clusters Score -3325485 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3325512.000000 Penalty: 5289.802246
	Iteration 38Q: 3 clusters Score -3325512 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3325576.750000 Penalty: 5289.802246
	Iteration 39Q: 3 clusters Score -3325577 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3325649.000000 Penalty: 5289.802246
	Iteration 40F: 3 clusters Score -3325649 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3325727.750000 Penalty: 5289.802246
	Iteration 41Q: 3 clusters Score -3325728 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3325795.250000 Penalty: 5289.802246
	Iteration 42Q: 3 clusters Score -3325795 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3325883.750000 Penalty: 5289.802246
	Iteration 43Q: 3 clusters Score -3325884 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3325973.500000 Penalty: 5289.802246
	Iteration 44Q: 3 clusters Score -3325974 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3326112.500000 Penalty: 5289.802246
	Iteration 45Q: 3 clusters Score -3326112 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3326283.000000 Penalty: 5289.802246
	Iteration 46Q: 3 clusters Score -3326283 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3326493.750000 Penalty: 5289.802246
	Iteration 47Q: 3 clusters Score -3326494 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3326718.250000 Penalty: 5289.802246
	Iteration 48Q: 3 clusters Score -3326718 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3326971.250000 Penalty: 5289.802246
	Iteration 49Q: 3 clusters Score -3326971 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3327197.250000 Penalty: 5289.802246
	Iteration 50Q: 3 clusters Score -3327197 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3327426.000000 Penalty: 5289.802246
	Iteration 51Q: 3 clusters Score -3327426 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3327607.000000 Penalty: 5289.802246
	Iteration 52Q: 3 clusters Score -3327607 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3327792.250000 Penalty: 5289.802246
	Iteration 53Q: 3 clusters Score -3327792 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3327907.000000 Penalty: 5289.802246
	Iteration 54Q: 3 clusters Score -3327907 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3328021.000000 Penalty: 5289.802246
	Iteration 55Q: 3 clusters Score -3328021 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3328090.000000 Penalty: 5289.802246
	Iteration 56Q: 3 clusters Score -3328090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3328131.750000 Penalty: 5289.802246
	Iteration 57Q: 3 clusters Score -3328132 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3328189.250000 Penalty: 5289.802246
	Iteration 58Q: 3 clusters Score -3328189 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3328216.500000 Penalty: 5289.802246
	Iteration 59Q: 3 clusters Score -3328216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3328229.250000 Penalty: 5289.802246
	Iteration 60F: 3 clusters Score -3328229 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3328245.500000 Penalty: 5289.802246
	Iteration 61Q: 3 clusters Score -3328246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3328259.250000 Penalty: 5289.802246
	Iteration 62Q: 3 clusters Score -3328259 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3328263.750000 Penalty: 5289.802246
	Iteration 63Q: 3 clusters Score -3328264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3328259.500000 Penalty: 5289.802246
	Iteration 64Q: 3 clusters Score -3328260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3328255.250000 Penalty: 5289.802246
	Iteration 65Q: 3 clusters Score -3328255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3328258.250000 Penalty: 5289.802246
	Iteration 66Q: 3 clusters Score -3328258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3328262.750000 Penalty: 5289.802246
	Iteration 67Q: 3 clusters Score -3328263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3328264.500000 Penalty: 5289.802246
	Iteration 68Q: 3 clusters Score -3328264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3328267.750000 Penalty: 5289.802246
	Iteration 69Q: 3 clusters Score -3328268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3328265.000000 Penalty: 5289.802246
	Iteration 70Q: 3 clusters Score -3328265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3328266.500000 Penalty: 5289.802246
	Iteration 71Q: 3 clusters Score -3328266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3328265.000000 Penalty: 5289.802246
	Iteration 72Q: 3 clusters Score -3328265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3328268.250000 Penalty: 5289.802246
	Iteration 73Q: 3 clusters Score -3328268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3328271.000000 Penalty: 5289.802246
	Iteration 74Q: 3 clusters Score -3328271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3328276.250000 Penalty: 5289.802246
	Iteration 75Q: 3 clusters Score -3328276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3328273.500000 Penalty: 5289.802246
	Iteration 76Q: 3 clusters Score -3328274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3328272.500000 Penalty: 5289.802246
	Iteration 77Q: 3 clusters Score -3328272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3328276.000000 Penalty: 5289.802246
	Iteration 78Q: 3 clusters Score -3328276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3328266.750000 Penalty: 5289.802246
	Iteration 79Q: 3 clusters Score -3328267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3328271.500000 Penalty: 5289.802246
	Iteration 80F: 3 clusters Score -3328272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3328262.500000 Penalty: 5289.802246
	Iteration 81Q: 3 clusters Score -3328262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3328262.750000 Penalty: 5289.802246
	Iteration 82Q: 3 clusters Score -3328263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3328264.750000 Penalty: 5289.802246
	Iteration 83Q: 3 clusters Score -3328265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3328273.500000 Penalty: 5289.802246
	Iteration 84Q: 3 clusters Score -3328274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3328272.250000 Penalty: 5289.802246
	Iteration 85Q: 3 clusters Score -3328272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3328273.500000 Penalty: 5289.802246
	Iteration 86Q: 3 clusters Score -3328274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3328273.750000 Penalty: 5289.802246
	Iteration 87Q: 3 clusters Score -3328274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3328271.250000 Penalty: 5289.802246
	Iteration 88Q: 3 clusters Score -3328271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3328273.000000 Penalty: 5289.802246
	Iteration 89Q: 3 clusters Score -3328273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3328273.000000 Penalty: 5289.802246
	Iteration 90F: 3 clusters Score -3328273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 161888 members 
Mstep: Class 3 contains 251718 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857823 members 
Mstep: Class 8 contains 9037 members 
Mstep: Class 9 contains 19508 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 23345 members 
Mstep: Class 12 contains 35035 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 28545 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 15020 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38358 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 97391 members 
Mstep: Class 23 contains 16471 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 32216 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 30409 members 
Mstep: Class 28 contains 3623 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 12418 members 
Entering Unmasked Estep 
Score: -142791088.000000 Penalty: 110824.609375
Splitting cluster 27 changes total score from -142777232.000000 to -142791088.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 161888 members 
Mstep: Class 3 contains 251718 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 10161 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857823 members 
Mstep: Class 8 contains 9037 members 
Mstep: Class 9 contains 19508 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 23345 members 
Mstep: Class 12 contains 35035 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 28545 members 
Mstep: Class 15 contains 51424 members 
Mstep: Class 16 contains 15020 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 38358 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5149 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 97391 members 
Mstep: Class 23 contains 16471 members 
Mstep: Class 24 contains 3775 members 
Mstep: Class 25 contains 32216 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 30409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142795392.000000 Penalty: 110824.609375
Iteration 79Q: 32 clusters Score -1.427954e+08 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 161938 members 
Mstep: Class 3 contains 251786 members 
Mstep: Class 4 contains 17704 members 
Mstep: Class 5 contains 10261 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857870 members 
Mstep: Class 8 contains 9036 members 
Mstep: Class 9 contains 19472 members 
Mstep: Class 10 contains 21534 members 
Mstep: Class 11 contains 23317 members 
Mstep: Class 12 contains 35084 members 
Mstep: Class 13 contains 36874 members 
Mstep: Class 14 contains 28546 members 
Mstep: Class 15 contains 51422 members 
Mstep: Class 16 contains 16111 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4391 members 
Mstep: Class 20 contains 5262 members 
Mstep: Class 21 contains 19123 members 
Mstep: Class 22 contains 97443 members 
Mstep: Class 23 contains 16487 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 31916 members 
Mstep: Class 26 contains 1840 members 
Mstep: Class 27 contains 30146 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 3382 members 
Mstep: Class 30 contains 6238 members 
Mstep: Class 31 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142798144.000000 Penalty: 110824.609375
Iteration 80F: 32 clusters Score -1.427981e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 161960 members 
Mstep: Class 3 contains 251892 members 
Mstep: Class 4 contains 17493 members 
Mstep: Class 5 contains 10225 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 857409 members 
Mstep: Class 8 contains 9029 members 
Mstep: Class 9 contains 19475 members 
Mstep: Class 10 contains 21425 members 
Mstep: Class 11 contains 23336 members 
Mstep: Class 12 contains 35121 members 
Mstep: Class 13 contains 36617 members 
Mstep: Class 14 contains 28536 members 
Mstep: Class 15 contains 51401 members 
Mstep: Class 16 contains 16695 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 38389 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 19106 members 
Mstep: Class 22 contains 97420 members 
Mstep: Class 23 contains 16501 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 31482 members 
Mstep: Class 26 contains 1842 members 
Mstep: Class 27 contains 30087 members 
Mstep: Class 28 contains 3646 members 
Mstep: Class 29 contains 3406 members 
Mstep: Class 30 contains 6353 members 
Mstep: Class 31 contains 12714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799376.000000 Penalty: 110824.609375
Iteration 81Q: 32 clusters Score -1.427994e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 162014 members 
Mstep: Class 3 contains 251977 members 
Mstep: Class 4 contains 17348 members 
Mstep: Class 5 contains 10207 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 856967 members 
Mstep: Class 8 contains 9022 members 
Mstep: Class 9 contains 19511 members 
Mstep: Class 10 contains 21317 members 
Mstep: Class 11 contains 23378 members 
Mstep: Class 12 contains 35151 members 
Mstep: Class 13 contains 36390 members 
Mstep: Class 14 contains 28529 members 
Mstep: Class 15 contains 51381 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 38392 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 5437 members 
Mstep: Class 21 contains 19086 members 
Mstep: Class 22 contains 97440 members 
Mstep: Class 23 contains 16525 members 
Mstep: Class 24 contains 3555 members 
Mstep: Class 25 contains 31109 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 30179 members 
Mstep: Class 28 contains 3683 members 
Mstep: Class 29 contains 3415 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800448.000000 Penalty: 110824.609375
Iteration 82Q: 32 clusters Score -1.428004e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 162058 members 
Mstep: Class 3 contains 252048 members 
Mstep: Class 4 contains 17236 members 
Mstep: Class 5 contains 10184 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 856572 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 19563 members 
Mstep: Class 10 contains 21222 members 
Mstep: Class 11 contains 23426 members 
Mstep: Class 12 contains 35177 members 
Mstep: Class 13 contains 36196 members 
Mstep: Class 14 contains 28514 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 38388 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 5494 members 
Mstep: Class 21 contains 19075 members 
Mstep: Class 22 contains 97442 members 
Mstep: Class 23 contains 16562 members 
Mstep: Class 24 contains 3521 members 
Mstep: Class 25 contains 30795 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 30330 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 3421 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 13495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800464.000000 Penalty: 110824.609375
Iteration 83Q: 32 clusters Score -1.428005e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 162097 members 
Mstep: Class 3 contains 252125 members 
Mstep: Class 4 contains 17137 members 
Mstep: Class 5 contains 10168 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 856259 members 
Mstep: Class 8 contains 9001 members 
Mstep: Class 9 contains 19588 members 
Mstep: Class 10 contains 21147 members 
Mstep: Class 11 contains 23462 members 
Mstep: Class 12 contains 35193 members 
Mstep: Class 13 contains 36004 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 51347 members 
Mstep: Class 16 contains 17726 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 38390 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 5534 members 
Mstep: Class 21 contains 19069 members 
Mstep: Class 22 contains 97463 members 
Mstep: Class 23 contains 16589 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 30538 members 
Mstep: Class 26 contains 1855 members 
Mstep: Class 27 contains 30449 members 
Mstep: Class 28 contains 3734 members 
Mstep: Class 29 contains 3422 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 13761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801008.000000 Penalty: 110824.609375
Iteration 84Q: 32 clusters Score -1.42801e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 162123 members 
Mstep: Class 3 contains 252219 members 
Mstep: Class 4 contains 17059 members 
Mstep: Class 5 contains 10148 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 855939 members 
Mstep: Class 8 contains 8999 members 
Mstep: Class 9 contains 19632 members 
Mstep: Class 10 contains 21098 members 
Mstep: Class 11 contains 23480 members 
Mstep: Class 12 contains 35206 members 
Mstep: Class 13 contains 35844 members 
Mstep: Class 14 contains 28486 members 
Mstep: Class 15 contains 51336 members 
Mstep: Class 16 contains 17975 members 
Mstep: Class 17 contains 3849 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 5556 members 
Mstep: Class 21 contains 19063 members 
Mstep: Class 22 contains 97485 members 
Mstep: Class 23 contains 16622 members 
Mstep: Class 24 contains 3499 members 
Mstep: Class 25 contains 30312 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 30540 members 
Mstep: Class 28 contains 3763 members 
Mstep: Class 29 contains 3420 members 
Mstep: Class 30 contains 6476 members 
Mstep: Class 31 contains 13990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801168.000000 Penalty: 110824.609375
Iteration 85Q: 32 clusters Score -1.428012e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 162141 members 
Mstep: Class 3 contains 252276 members 
Mstep: Class 4 contains 16999 members 
Mstep: Class 5 contains 10133 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 855687 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 19683 members 
Mstep: Class 10 contains 21062 members 
Mstep: Class 11 contains 23498 members 
Mstep: Class 12 contains 35215 members 
Mstep: Class 13 contains 35697 members 
Mstep: Class 14 contains 28476 members 
Mstep: Class 15 contains 51337 members 
Mstep: Class 16 contains 18177 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 38383 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 19057 members 
Mstep: Class 22 contains 97511 members 
Mstep: Class 23 contains 16659 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 30123 members 
Mstep: Class 26 contains 1863 members 
Mstep: Class 27 contains 30622 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 3424 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 14161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801376.000000 Penalty: 110824.609375
Iteration 86Q: 32 clusters Score -1.428014e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162166 members 
Mstep: Class 3 contains 252331 members 
Mstep: Class 4 contains 16954 members 
Mstep: Class 5 contains 10120 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 855467 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 19721 members 
Mstep: Class 10 contains 21026 members 
Mstep: Class 11 contains 23507 members 
Mstep: Class 12 contains 35224 members 
Mstep: Class 13 contains 35579 members 
Mstep: Class 14 contains 28465 members 
Mstep: Class 15 contains 51331 members 
Mstep: Class 16 contains 18347 members 
Mstep: Class 17 contains 3864 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 5589 members 
Mstep: Class 21 contains 19055 members 
Mstep: Class 22 contains 97535 members 
Mstep: Class 23 contains 16705 members 
Mstep: Class 24 contains 3478 members 
Mstep: Class 25 contains 29931 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 30689 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 3424 members 
Mstep: Class 30 contains 6483 members 
Mstep: Class 31 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801488.000000 Penalty: 110824.609375
Iteration 87Q: 32 clusters Score -1.428015e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162195 members 
Mstep: Class 3 contains 252379 members 
Mstep: Class 4 contains 16921 members 
Mstep: Class 5 contains 10108 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 855276 members 
Mstep: Class 8 contains 8976 members 
Mstep: Class 9 contains 19762 members 
Mstep: Class 10 contains 20984 members 
Mstep: Class 11 contains 23516 members 
Mstep: Class 12 contains 35235 members 
Mstep: Class 13 contains 35478 members 
Mstep: Class 14 contains 28462 members 
Mstep: Class 15 contains 51327 members 
Mstep: Class 16 contains 18466 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 38382 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 19058 members 
Mstep: Class 22 contains 97571 members 
Mstep: Class 23 contains 16747 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 29763 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 30765 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 3425 members 
Mstep: Class 30 contains 6484 members 
Mstep: Class 31 contains 14446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801856.000000 Penalty: 110824.609375
Iteration 88Q: 32 clusters Score -1.428019e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 162242 members 
Mstep: Class 3 contains 252426 members 
Mstep: Class 4 contains 16909 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 855101 members 
Mstep: Class 8 contains 8967 members 
Mstep: Class 9 contains 19782 members 
Mstep: Class 10 contains 20952 members 
Mstep: Class 11 contains 23522 members 
Mstep: Class 12 contains 35245 members 
Mstep: Class 13 contains 35388 members 
Mstep: Class 14 contains 28458 members 
Mstep: Class 15 contains 51315 members 
Mstep: Class 16 contains 18558 members 
Mstep: Class 17 contains 3893 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 19058 members 
Mstep: Class 22 contains 97602 members 
Mstep: Class 23 contains 16774 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 29622 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 30828 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 3427 members 
Mstep: Class 30 contains 6487 members 
Mstep: Class 31 contains 14556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142801888.000000 Penalty: 110824.609375
Iteration 89Q: 32 clusters Score -1.428019e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 162282 members 
Mstep: Class 3 contains 252479 members 
Mstep: Class 4 contains 16888 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 854952 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 19813 members 
Mstep: Class 10 contains 20915 members 
Mstep: Class 11 contains 23528 members 
Mstep: Class 12 contains 35248 members 
Mstep: Class 13 contains 35296 members 
Mstep: Class 14 contains 28448 members 
Mstep: Class 15 contains 51304 members 
Mstep: Class 16 contains 18635 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 19057 members 
Mstep: Class 22 contains 97619 members 
Mstep: Class 23 contains 16809 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 29495 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 30897 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 3427 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 14648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802224.000000 Penalty: 110824.609375
Iteration 90Q: 32 clusters Score -1.428022e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 162306 members 
Mstep: Class 3 contains 252509 members 
Mstep: Class 4 contains 16866 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 854835 members 
Mstep: Class 8 contains 8951 members 
Mstep: Class 9 contains 19822 members 
Mstep: Class 10 contains 20894 members 
Mstep: Class 11 contains 23532 members 
Mstep: Class 12 contains 35254 members 
Mstep: Class 13 contains 35206 members 
Mstep: Class 14 contains 28440 members 
Mstep: Class 15 contains 51298 members 
Mstep: Class 16 contains 18700 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 19058 members 
Mstep: Class 22 contains 97633 members 
Mstep: Class 23 contains 16854 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 29401 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 30965 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 3427 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 14725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802512.000000 Penalty: 110824.609375
Iteration 91Q: 32 clusters Score -1.428025e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162334 members 
Mstep: Class 3 contains 252542 members 
Mstep: Class 4 contains 16858 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 854731 members 
Mstep: Class 8 contains 8944 members 
Mstep: Class 9 contains 19845 members 
Mstep: Class 10 contains 20873 members 
Mstep: Class 11 contains 23536 members 
Mstep: Class 12 contains 35258 members 
Mstep: Class 13 contains 35110 members 
Mstep: Class 14 contains 28435 members 
Mstep: Class 15 contains 51284 members 
Mstep: Class 16 contains 18757 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 5641 members 
Mstep: Class 21 contains 19058 members 
Mstep: Class 22 contains 97645 members 
Mstep: Class 23 contains 16878 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 29324 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 31046 members 
Mstep: Class 28 contains 3850 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 14786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802704.000000 Penalty: 110824.609375
Iteration 92Q: 32 clusters Score -1.428027e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162346 members 
Mstep: Class 3 contains 252558 members 
Mstep: Class 4 contains 16846 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854631 members 
Mstep: Class 8 contains 8948 members 
Mstep: Class 9 contains 19854 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 23539 members 
Mstep: Class 12 contains 35269 members 
Mstep: Class 13 contains 35041 members 
Mstep: Class 14 contains 28428 members 
Mstep: Class 15 contains 51276 members 
Mstep: Class 16 contains 18801 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 19054 members 
Mstep: Class 22 contains 97665 members 
Mstep: Class 23 contains 16908 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 29251 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 31108 members 
Mstep: Class 28 contains 3853 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6493 members 
Mstep: Class 31 contains 14855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802656.000000 Penalty: 110824.609375
Iteration 93Q: 32 clusters Score -1.428027e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162359 members 
Mstep: Class 3 contains 252590 members 
Mstep: Class 4 contains 16838 members 
Mstep: Class 5 contains 10067 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854518 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 19860 members 
Mstep: Class 10 contains 20845 members 
Mstep: Class 11 contains 23542 members 
Mstep: Class 12 contains 35278 members 
Mstep: Class 13 contains 34980 members 
Mstep: Class 14 contains 28422 members 
Mstep: Class 15 contains 51266 members 
Mstep: Class 16 contains 18848 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 19055 members 
Mstep: Class 22 contains 97671 members 
Mstep: Class 23 contains 16933 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 29194 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 31161 members 
Mstep: Class 28 contains 3857 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6493 members 
Mstep: Class 31 contains 14912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802448.000000 Penalty: 110824.609375
Iteration 94Q: 32 clusters Score -1.428024e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162375 members 
Mstep: Class 3 contains 252624 members 
Mstep: Class 4 contains 16831 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854447 members 
Mstep: Class 8 contains 8957 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20838 members 
Mstep: Class 11 contains 23549 members 
Mstep: Class 12 contains 35283 members 
Mstep: Class 13 contains 34919 members 
Mstep: Class 14 contains 28417 members 
Mstep: Class 15 contains 51250 members 
Mstep: Class 16 contains 18877 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 38364 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 19053 members 
Mstep: Class 22 contains 97667 members 
Mstep: Class 23 contains 16950 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 29140 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 31210 members 
Mstep: Class 28 contains 3861 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6493 members 
Mstep: Class 31 contains 14963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802416.000000 Penalty: 110824.609375
Iteration 95Q: 32 clusters Score -1.428024e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162380 members 
Mstep: Class 3 contains 252658 members 
Mstep: Class 4 contains 16824 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854384 members 
Mstep: Class 8 contains 8964 members 
Mstep: Class 9 contains 19872 members 
Mstep: Class 10 contains 20829 members 
Mstep: Class 11 contains 23554 members 
Mstep: Class 12 contains 35285 members 
Mstep: Class 13 contains 34862 members 
Mstep: Class 14 contains 28410 members 
Mstep: Class 15 contains 51246 members 
Mstep: Class 16 contains 18902 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38359 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 19051 members 
Mstep: Class 22 contains 97669 members 
Mstep: Class 23 contains 16970 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 29080 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 31260 members 
Mstep: Class 28 contains 3866 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802416.000000 Penalty: 110824.609375
Iteration 96Q: 32 clusters Score -1.428024e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162394 members 
Mstep: Class 3 contains 252692 members 
Mstep: Class 4 contains 16811 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854330 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 19875 members 
Mstep: Class 10 contains 20821 members 
Mstep: Class 11 contains 23561 members 
Mstep: Class 12 contains 35289 members 
Mstep: Class 13 contains 34811 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 51235 members 
Mstep: Class 16 contains 18918 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 38356 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5672 members 
Mstep: Class 21 contains 19051 members 
Mstep: Class 22 contains 97670 members 
Mstep: Class 23 contains 16992 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 29035 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 31298 members 
Mstep: Class 28 contains 3869 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6493 members 
Mstep: Class 31 contains 15052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802528.000000 Penalty: 110824.609375
Iteration 97Q: 32 clusters Score -1.428025e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162410 members 
Mstep: Class 3 contains 252710 members 
Mstep: Class 4 contains 16801 members 
Mstep: Class 5 contains 10049 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854279 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 19876 members 
Mstep: Class 10 contains 20806 members 
Mstep: Class 11 contains 23568 members 
Mstep: Class 12 contains 35288 members 
Mstep: Class 13 contains 34760 members 
Mstep: Class 14 contains 28401 members 
Mstep: Class 15 contains 51226 members 
Mstep: Class 16 contains 18937 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 19052 members 
Mstep: Class 22 contains 97673 members 
Mstep: Class 23 contains 17018 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 28996 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 31347 members 
Mstep: Class 28 contains 3872 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6494 members 
Mstep: Class 31 contains 15088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802400.000000 Penalty: 110824.609375
Iteration 98Q: 32 clusters Score -1.428024e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162423 members 
Mstep: Class 3 contains 252738 members 
Mstep: Class 4 contains 16792 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854218 members 
Mstep: Class 8 contains 8970 members 
Mstep: Class 9 contains 19881 members 
Mstep: Class 10 contains 20786 members 
Mstep: Class 11 contains 23571 members 
Mstep: Class 12 contains 35292 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 14 contains 28398 members 
Mstep: Class 15 contains 51227 members 
Mstep: Class 16 contains 18968 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 38351 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 19051 members 
Mstep: Class 22 contains 97672 members 
Mstep: Class 23 contains 17036 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 28957 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 31394 members 
Mstep: Class 28 contains 3877 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 15118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802592.000000 Penalty: 110824.609375
Iteration 99Q: 32 clusters Score -1.428026e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162433 members 
Mstep: Class 3 contains 252763 members 
Mstep: Class 4 contains 16790 members 
Mstep: Class 5 contains 10038 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854156 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 19887 members 
Mstep: Class 10 contains 20773 members 
Mstep: Class 11 contains 23574 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 34669 members 
Mstep: Class 14 contains 28392 members 
Mstep: Class 15 contains 51224 members 
Mstep: Class 16 contains 18993 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 38352 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5687 members 
Mstep: Class 21 contains 19052 members 
Mstep: Class 22 contains 97672 members 
Mstep: Class 23 contains 17056 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 28926 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31420 members 
Mstep: Class 28 contains 3879 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6494 members 
Mstep: Class 31 contains 15152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802528.000000 Penalty: 110824.609375
Iteration 100F: 32 clusters Score -1.428025e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162448 members 
Mstep: Class 3 contains 252777 members 
Mstep: Class 4 contains 16787 members 
Mstep: Class 5 contains 10034 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854105 members 
Mstep: Class 8 contains 8965 members 
Mstep: Class 9 contains 19883 members 
Mstep: Class 10 contains 20761 members 
Mstep: Class 11 contains 23574 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 34639 members 
Mstep: Class 14 contains 28388 members 
Mstep: Class 15 contains 51223 members 
Mstep: Class 16 contains 19020 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 38356 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5691 members 
Mstep: Class 21 contains 19050 members 
Mstep: Class 22 contains 97673 members 
Mstep: Class 23 contains 17067 members 
Mstep: Class 24 contains 3473 members 
Mstep: Class 25 contains 28910 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31452 members 
Mstep: Class 28 contains 3885 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6496 members 
Mstep: Class 31 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802400.000000 Penalty: 110824.609375
Iteration 101Q: 32 clusters Score -1.428024e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162462 members 
Mstep: Class 3 contains 252784 members 
Mstep: Class 4 contains 16778 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854063 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 20748 members 
Mstep: Class 11 contains 23576 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 28384 members 
Mstep: Class 15 contains 51227 members 
Mstep: Class 16 contains 19048 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 38357 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5698 members 
Mstep: Class 21 contains 19051 members 
Mstep: Class 22 contains 97677 members 
Mstep: Class 23 contains 17082 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 28887 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31473 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6496 members 
Mstep: Class 31 contains 15185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802384.000000 Penalty: 110824.609375
Iteration 102Q: 32 clusters Score -1.428024e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162472 members 
Mstep: Class 3 contains 252801 members 
Mstep: Class 4 contains 16772 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 854027 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 19884 members 
Mstep: Class 10 contains 20741 members 
Mstep: Class 11 contains 23577 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 34578 members 
Mstep: Class 14 contains 28380 members 
Mstep: Class 15 contains 51227 members 
Mstep: Class 16 contains 19067 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38360 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5700 members 
Mstep: Class 21 contains 19049 members 
Mstep: Class 22 contains 97672 members 
Mstep: Class 23 contains 17090 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 28878 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31495 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802432.000000 Penalty: 110824.609375
Iteration 103Q: 32 clusters Score -1.428024e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162473 members 
Mstep: Class 3 contains 252814 members 
Mstep: Class 4 contains 16770 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853981 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20730 members 
Mstep: Class 11 contains 23575 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 34553 members 
Mstep: Class 14 contains 28380 members 
Mstep: Class 15 contains 51225 members 
Mstep: Class 16 contains 19080 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38361 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5701 members 
Mstep: Class 21 contains 19048 members 
Mstep: Class 22 contains 97669 members 
Mstep: Class 23 contains 17100 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 28876 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31519 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15234 members 
Entering Unmasked Estep 
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Iteration 104Q: 32 clusters Score -1.428024e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162480 members 
Mstep: Class 3 contains 252834 members 
Mstep: Class 4 contains 16771 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853950 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20720 members 
Mstep: Class 11 contains 23576 members 
Mstep: Class 12 contains 35317 members 
Mstep: Class 13 contains 34519 members 
Mstep: Class 14 contains 28378 members 
Mstep: Class 15 contains 51224 members 
Mstep: Class 16 contains 19085 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 38363 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 19044 members 
Mstep: Class 22 contains 97674 members 
Mstep: Class 23 contains 17108 members 
Mstep: Class 24 contains 3469 members 
Mstep: Class 25 contains 28877 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31538 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15245 members 
Entering Unmasked Estep 
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Iteration 105Q: 32 clusters Score -1.428023e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162478 members 
Mstep: Class 3 contains 252850 members 
Mstep: Class 4 contains 16767 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853935 members 
Mstep: Class 8 contains 8932 members 
Mstep: Class 9 contains 19896 members 
Mstep: Class 10 contains 20717 members 
Mstep: Class 11 contains 23578 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 34496 members 
Mstep: Class 14 contains 28377 members 
Mstep: Class 15 contains 51226 members 
Mstep: Class 16 contains 19089 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 38363 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 19042 members 
Mstep: Class 22 contains 97672 members 
Mstep: Class 23 contains 17114 members 
Mstep: Class 24 contains 3470 members 
Mstep: Class 25 contains 28872 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31550 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 32 clusters Score -1.428023e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162477 members 
Mstep: Class 3 contains 252855 members 
Mstep: Class 4 contains 16767 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853930 members 
Mstep: Class 8 contains 8931 members 
Mstep: Class 9 contains 19894 members 
Mstep: Class 10 contains 20712 members 
Mstep: Class 11 contains 23581 members 
Mstep: Class 12 contains 35318 members 
Mstep: Class 13 contains 34475 members 
Mstep: Class 14 contains 28376 members 
Mstep: Class 15 contains 51227 members 
Mstep: Class 16 contains 19094 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38366 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 19042 members 
Mstep: Class 22 contains 97677 members 
Mstep: Class 23 contains 17119 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 28858 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31570 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15255 members 
Entering Unmasked Estep 
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Iteration 107Q: 32 clusters Score -1.428024e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162479 members 
Mstep: Class 3 contains 252860 members 
Mstep: Class 4 contains 16767 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853912 members 
Mstep: Class 8 contains 8930 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 20709 members 
Mstep: Class 11 contains 23581 members 
Mstep: Class 12 contains 35315 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 28377 members 
Mstep: Class 15 contains 51226 members 
Mstep: Class 16 contains 19104 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38368 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 19041 members 
Mstep: Class 22 contains 97682 members 
Mstep: Class 23 contains 17125 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 28851 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31587 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15257 members 
Entering Unmasked Estep 
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Iteration 108Q: 32 clusters Score -1.428024e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162479 members 
Mstep: Class 3 contains 252868 members 
Mstep: Class 4 contains 16762 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853889 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 20709 members 
Mstep: Class 11 contains 23581 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 28376 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 19119 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38369 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 19040 members 
Mstep: Class 22 contains 97683 members 
Mstep: Class 23 contains 17130 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 28851 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31591 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 32 clusters Score -1.428024e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162477 members 
Mstep: Class 3 contains 252886 members 
Mstep: Class 4 contains 16758 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853877 members 
Mstep: Class 8 contains 8927 members 
Mstep: Class 9 contains 19897 members 
Mstep: Class 10 contains 20706 members 
Mstep: Class 11 contains 23582 members 
Mstep: Class 12 contains 35315 members 
Mstep: Class 13 contains 34423 members 
Mstep: Class 14 contains 28374 members 
Mstep: Class 15 contains 51233 members 
Mstep: Class 16 contains 19129 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 19036 members 
Mstep: Class 22 contains 97686 members 
Mstep: Class 23 contains 17130 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 28854 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31598 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15261 members 
Entering Unmasked Estep 
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Iteration 110Q: 32 clusters Score -1.428022e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162477 members 
Mstep: Class 3 contains 252902 members 
Mstep: Class 4 contains 16755 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853860 members 
Mstep: Class 8 contains 8925 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 20702 members 
Mstep: Class 11 contains 23583 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 34409 members 
Mstep: Class 14 contains 28370 members 
Mstep: Class 15 contains 51235 members 
Mstep: Class 16 contains 19135 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 19032 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17132 members 
Mstep: Class 24 contains 3472 members 
Mstep: Class 25 contains 28854 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31611 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15262 members 
Entering Unmasked Estep 
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Iteration 111Q: 32 clusters Score -1.428023e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162481 members 
Mstep: Class 3 contains 252912 members 
Mstep: Class 4 contains 16750 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853838 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19901 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 23583 members 
Mstep: Class 12 contains 35318 members 
Mstep: Class 13 contains 34393 members 
Mstep: Class 14 contains 28369 members 
Mstep: Class 15 contains 51236 members 
Mstep: Class 16 contains 19143 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 19026 members 
Mstep: Class 22 contains 97694 members 
Mstep: Class 23 contains 17137 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 28852 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31627 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15264 members 
Entering Unmasked Estep 
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Iteration 112Q: 32 clusters Score -1.428024e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162482 members 
Mstep: Class 3 contains 252929 members 
Mstep: Class 4 contains 16748 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853824 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19899 members 
Mstep: Class 10 contains 20696 members 
Mstep: Class 11 contains 23584 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 34376 members 
Mstep: Class 14 contains 28363 members 
Mstep: Class 15 contains 51235 members 
Mstep: Class 16 contains 19150 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 19021 members 
Mstep: Class 22 contains 97695 members 
Mstep: Class 23 contains 17142 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 28850 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31642 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Entering Unmasked Estep 
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Iteration 113Q: 32 clusters Score -1.428025e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162483 members 
Mstep: Class 3 contains 252951 members 
Mstep: Class 4 contains 16748 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853818 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19898 members 
Mstep: Class 10 contains 20684 members 
Mstep: Class 11 contains 23585 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 34356 members 
Mstep: Class 14 contains 28357 members 
Mstep: Class 15 contains 51235 members 
Mstep: Class 16 contains 19152 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38369 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19018 members 
Mstep: Class 22 contains 97693 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28850 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31663 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Entering Unmasked Estep 
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Iteration 114Q: 32 clusters Score -1.428023e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162487 members 
Mstep: Class 3 contains 252963 members 
Mstep: Class 4 contains 16747 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853811 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 20669 members 
Mstep: Class 11 contains 23586 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 34332 members 
Mstep: Class 14 contains 28352 members 
Mstep: Class 15 contains 51237 members 
Mstep: Class 16 contains 19158 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19018 members 
Mstep: Class 22 contains 97693 members 
Mstep: Class 23 contains 17145 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28850 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31690 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802320.000000 Penalty: 110824.609375
Iteration 115Q: 32 clusters Score -1.428023e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162486 members 
Mstep: Class 3 contains 252983 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853796 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19892 members 
Mstep: Class 10 contains 20659 members 
Mstep: Class 11 contains 23586 members 
Mstep: Class 12 contains 35318 members 
Mstep: Class 13 contains 34306 members 
Mstep: Class 14 contains 28348 members 
Mstep: Class 15 contains 51241 members 
Mstep: Class 16 contains 19167 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19017 members 
Mstep: Class 22 contains 97692 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28850 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31721 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802480.000000 Penalty: 110824.609375
Iteration 116Q: 32 clusters Score -1.428025e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162484 members 
Mstep: Class 3 contains 252991 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853790 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19892 members 
Mstep: Class 10 contains 20652 members 
Mstep: Class 11 contains 23587 members 
Mstep: Class 12 contains 35318 members 
Mstep: Class 13 contains 34273 members 
Mstep: Class 14 contains 28346 members 
Mstep: Class 15 contains 51242 members 
Mstep: Class 16 contains 19173 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38372 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 97689 members 
Mstep: Class 23 contains 17143 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31761 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802384.000000 Penalty: 110824.609375
Iteration 117Q: 32 clusters Score -1.428024e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253011 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853785 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19889 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 23587 members 
Mstep: Class 12 contains 35317 members 
Mstep: Class 13 contains 34235 members 
Mstep: Class 14 contains 28345 members 
Mstep: Class 15 contains 51240 members 
Mstep: Class 16 contains 19179 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19013 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17143 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31795 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802464.000000 Penalty: 110824.609375
Iteration 118Q: 32 clusters Score -1.428025e+08 nChanged 128
Entering ConstructFrom: 
Score: -142802464.000000 Penalty: 110824.609375
Entering ConstructFrom: 
Trying to split cluster 1 (1905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Entering Unmasked Estep 
Score: -140957.390625 Penalty: 1872.954956
	Iteration 0F: 2 clusters Score -140957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -138390.796875 Penalty: 3745.909912
	Iteration 0F: 3 clusters Score -138390.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -138837.906250 Penalty: 3745.909912
	Iteration 1F: 3 clusters Score -138837.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -138950.281250 Penalty: 3745.909912
	Iteration 2F: 3 clusters Score -138950.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -139008.078125 Penalty: 3745.909912
	Iteration 3Q: 3 clusters Score -139008.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -139038.531250 Penalty: 3745.909912
	Iteration 4Q: 3 clusters Score -139038.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -139056.296875 Penalty: 3745.909912
	Iteration 5Q: 3 clusters Score -139056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -139067.515625 Penalty: 3745.909912
	Iteration 6Q: 3 clusters Score -139067.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -139081.640625 Penalty: 3745.909912
	Iteration 7Q: 3 clusters Score -139081.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -139099.281250 Penalty: 3745.909912
	Iteration 8Q: 3 clusters Score -139099.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139111.312500 Penalty: 3745.909912
	Iteration 9Q: 3 clusters Score -139111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -139120.984375 Penalty: 3745.909912
	Iteration 10Q: 3 clusters Score -139121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -139132.281250 Penalty: 3745.909912
	Iteration 11Q: 3 clusters Score -139132.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -139144.109375 Penalty: 3745.909912
	Iteration 12Q: 3 clusters Score -139144.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139153.109375 Penalty: 3745.909912
	Iteration 13Q: 3 clusters Score -139153.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -139159.500000 Penalty: 3745.909912
	Iteration 14Q: 3 clusters Score -139159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -139162.828125 Penalty: 3745.909912
	Iteration 15Q: 3 clusters Score -139162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -139164.843750 Penalty: 3745.909912
	Iteration 16Q: 3 clusters Score -139164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139165.093750 Penalty: 3745.909912
	Iteration 17Q: 3 clusters Score -139165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -139165.093750 Penalty: 3745.909912
	Iteration 18F: 3 clusters Score -139165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Entering Unmasked Estep 
Score: -13234319.000000 Penalty: 2975.588379
	Iteration 0F: 2 clusters Score -1.323432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -13125485.000000 Penalty: 5951.176758
	Iteration 0F: 3 clusters Score -1.312548e+07 nChanged 77650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -13170577.000000 Penalty: 5951.176758
	Iteration 1F: 3 clusters Score -1.317058e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -13171477.000000 Penalty: 5951.176758
	Iteration 2Q: 3 clusters Score -1.317148e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -13172651.000000 Penalty: 5951.176758
	Iteration 3Q: 3 clusters Score -1.317265e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -13174162.000000 Penalty: 5951.176758
	Iteration 4Q: 3 clusters Score -1.317416e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -13176058.000000 Penalty: 5951.176758
	Iteration 5Q: 3 clusters Score -1.317606e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -13179017.000000 Penalty: 5951.176758
	Iteration 6Q: 3 clusters Score -1.317902e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77960 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -13182594.000000 Penalty: 5951.176758
	Iteration 7Q: 3 clusters Score -1.318259e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -13186899.000000 Penalty: 5951.176758
	Iteration 8F: 3 clusters Score -1.31869e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -13192041.000000 Penalty: 5951.176758
	Iteration 9F: 3 clusters Score -1.319204e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -13197991.000000 Penalty: 5951.176758
	Iteration 10F: 3 clusters Score -1.319799e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -13204360.000000 Penalty: 5951.176758
	Iteration 11F: 3 clusters Score -1.320436e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -13209176.000000 Penalty: 5951.176758
	Iteration 12F: 3 clusters Score -1.320918e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -13211720.000000 Penalty: 5951.176758
	Iteration 13Q: 3 clusters Score -1.321172e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -13212867.000000 Penalty: 5951.176758
	Iteration 14Q: 3 clusters Score -1.321287e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -13213749.000000 Penalty: 5951.176758
	Iteration 15Q: 3 clusters Score -1.321375e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -13214537.000000 Penalty: 5951.176758
	Iteration 16Q: 3 clusters Score -1.321454e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -13215123.000000 Penalty: 5951.176758
	Iteration 17Q: 3 clusters Score -1.321512e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -13215663.000000 Penalty: 5951.176758
	Iteration 18Q: 3 clusters Score -1.321566e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -13216136.000000 Penalty: 5951.176758
	Iteration 19Q: 3 clusters Score -1.321614e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -13216440.000000 Penalty: 5951.176758
	Iteration 20F: 3 clusters Score -1.321644e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 76888 members 
Entering Unmasked Estep 
Score: -13216730.000000 Penalty: 5951.176758
	Iteration 21Q: 3 clusters Score -1.321673e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -13217004.000000 Penalty: 5951.176758
	Iteration 22Q: 3 clusters Score -1.3217e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -13217094.000000 Penalty: 5951.176758
	Iteration 23Q: 3 clusters Score -1.321709e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -13217260.000000 Penalty: 5951.176758
	Iteration 24Q: 3 clusters Score -1.321726e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -13217350.000000 Penalty: 5951.176758
	Iteration 25Q: 3 clusters Score -1.321735e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -13217442.000000 Penalty: 5951.176758
	Iteration 26Q: 3 clusters Score -1.321744e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -13217476.000000 Penalty: 5951.176758
	Iteration 27Q: 3 clusters Score -1.321748e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -13217517.000000 Penalty: 5951.176758
	Iteration 28Q: 3 clusters Score -1.321752e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -13217611.000000 Penalty: 5951.176758
	Iteration 29Q: 3 clusters Score -1.321761e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -13217672.000000 Penalty: 5951.176758
	Iteration 30Q: 3 clusters Score -1.321767e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -13217713.000000 Penalty: 5951.176758
	Iteration 31Q: 3 clusters Score -1.321771e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -13217793.000000 Penalty: 5951.176758
	Iteration 32Q: 3 clusters Score -1.321779e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 70766 members 
Entering Unmasked Estep 
Score: -13217861.000000 Penalty: 5951.176758
	Iteration 33Q: 3 clusters Score -1.321786e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -13217858.000000 Penalty: 5951.176758
	Iteration 34Q: 3 clusters Score -1.321786e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -13217952.000000 Penalty: 5951.176758
	Iteration 35Q: 3 clusters Score -1.321795e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -13218030.000000 Penalty: 5951.176758
	Iteration 36Q: 3 clusters Score -1.321803e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -13218052.000000 Penalty: 5951.176758
	Iteration 37Q: 3 clusters Score -1.321805e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -13218095.000000 Penalty: 5951.176758
	Iteration 38Q: 3 clusters Score -1.32181e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -13218104.000000 Penalty: 5951.176758
	Iteration 39Q: 3 clusters Score -1.32181e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -13218116.000000 Penalty: 5951.176758
	Iteration 40F: 3 clusters Score -1.321812e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -13218136.000000 Penalty: 5951.176758
	Iteration 41Q: 3 clusters Score -1.321814e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97110 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -13218161.000000 Penalty: 5951.176758
	Iteration 42Q: 3 clusters Score -1.321816e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -13218272.000000 Penalty: 5951.176758
	Iteration 43Q: 3 clusters Score -1.321827e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -13218360.000000 Penalty: 5951.176758
	Iteration 44Q: 3 clusters Score -1.321836e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99225 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -13218389.000000 Penalty: 5951.176758
	Iteration 45Q: 3 clusters Score -1.321839e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -13218435.000000 Penalty: 5951.176758
	Iteration 46Q: 3 clusters Score -1.321844e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -13218483.000000 Penalty: 5951.176758
	Iteration 47Q: 3 clusters Score -1.321848e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -13218503.000000 Penalty: 5951.176758
	Iteration 48Q: 3 clusters Score -1.32185e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -13218566.000000 Penalty: 5951.176758
	Iteration 49Q: 3 clusters Score -1.321857e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102708 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -13218632.000000 Penalty: 5951.176758
	Iteration 50Q: 3 clusters Score -1.321863e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -13218727.000000 Penalty: 5951.176758
	Iteration 51Q: 3 clusters Score -1.321873e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -13218788.000000 Penalty: 5951.176758
	Iteration 52Q: 3 clusters Score -1.321879e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -13218925.000000 Penalty: 5951.176758
	Iteration 53Q: 3 clusters Score -1.321892e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -13218985.000000 Penalty: 5951.176758
	Iteration 54Q: 3 clusters Score -1.321898e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -13219090.000000 Penalty: 5951.176758
	Iteration 55Q: 3 clusters Score -1.321909e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -13219227.000000 Penalty: 5951.176758
	Iteration 56Q: 3 clusters Score -1.321923e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -13219338.000000 Penalty: 5951.176758
	Iteration 57Q: 3 clusters Score -1.321934e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -13219455.000000 Penalty: 5951.176758
	Iteration 58Q: 3 clusters Score -1.321946e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -13219567.000000 Penalty: 5951.176758
	Iteration 59Q: 3 clusters Score -1.321957e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -13219720.000000 Penalty: 5951.176758
	Iteration 60F: 3 clusters Score -1.321972e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113029 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -13219857.000000 Penalty: 5951.176758
	Iteration 61Q: 3 clusters Score -1.321986e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -13220008.000000 Penalty: 5951.176758
	Iteration 62Q: 3 clusters Score -1.322001e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -13220189.000000 Penalty: 5951.176758
	Iteration 63Q: 3 clusters Score -1.322019e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -13220351.000000 Penalty: 5951.176758
	Iteration 64Q: 3 clusters Score -1.322035e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -13220532.000000 Penalty: 5951.176758
	Iteration 65Q: 3 clusters Score -1.322053e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -13220844.000000 Penalty: 5951.176758
	Iteration 66Q: 3 clusters Score -1.322084e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120513 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -13221192.000000 Penalty: 5951.176758
	Iteration 67Q: 3 clusters Score -1.322119e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121991 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -13221468.000000 Penalty: 5951.176758
	Iteration 68Q: 3 clusters Score -1.322147e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -13221756.000000 Penalty: 5951.176758
	Iteration 69Q: 3 clusters Score -1.322176e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124970 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -13221959.000000 Penalty: 5951.176758
	Iteration 70Q: 3 clusters Score -1.322196e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126513 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -13222238.000000 Penalty: 5951.176758
	Iteration 71Q: 3 clusters Score -1.322224e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128074 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -13222645.000000 Penalty: 5951.176758
	Iteration 72Q: 3 clusters Score -1.322264e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129604 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -13223032.000000 Penalty: 5951.176758
	Iteration 73Q: 3 clusters Score -1.322303e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131209 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -13223367.000000 Penalty: 5951.176758
	Iteration 74Q: 3 clusters Score -1.322337e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -13223761.000000 Penalty: 5951.176758
	Iteration 75Q: 3 clusters Score -1.322376e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -13224124.000000 Penalty: 5951.176758
	Iteration 76Q: 3 clusters Score -1.322412e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136050 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -13224564.000000 Penalty: 5951.176758
	Iteration 77Q: 3 clusters Score -1.322456e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137616 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -13225060.000000 Penalty: 5951.176758
	Iteration 78Q: 3 clusters Score -1.322506e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -13225449.000000 Penalty: 5951.176758
	Iteration 79Q: 3 clusters Score -1.322545e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -13225912.000000 Penalty: 5951.176758
	Iteration 80F: 3 clusters Score -1.322591e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142203 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -13226372.000000 Penalty: 5951.176758
	Iteration 81Q: 3 clusters Score -1.322637e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143653 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -13226831.000000 Penalty: 5951.176758
	Iteration 82Q: 3 clusters Score -1.322683e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144992 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -13227160.000000 Penalty: 5951.176758
	Iteration 83Q: 3 clusters Score -1.322716e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146233 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -13227560.000000 Penalty: 5951.176758
	Iteration 84Q: 3 clusters Score -1.322756e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -13227878.000000 Penalty: 5951.176758
	Iteration 85Q: 3 clusters Score -1.322788e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148608 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -13228223.000000 Penalty: 5951.176758
	Iteration 86Q: 3 clusters Score -1.322822e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -13228529.000000 Penalty: 5951.176758
	Iteration 87Q: 3 clusters Score -1.322853e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -13228856.000000 Penalty: 5951.176758
	Iteration 88Q: 3 clusters Score -1.322886e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -13229236.000000 Penalty: 5951.176758
	Iteration 89Q: 3 clusters Score -1.322924e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -13229566.000000 Penalty: 5951.176758
	Iteration 90Q: 3 clusters Score -1.322957e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153594 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -13229876.000000 Penalty: 5951.176758
	Iteration 91Q: 3 clusters Score -1.322988e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154451 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -13230172.000000 Penalty: 5951.176758
	Iteration 92Q: 3 clusters Score -1.323017e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -13230387.000000 Penalty: 5951.176758
	Iteration 93Q: 3 clusters Score -1.323039e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155807 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -13230626.000000 Penalty: 5951.176758
	Iteration 94Q: 3 clusters Score -1.323063e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156371 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -13230767.000000 Penalty: 5951.176758
	Iteration 95Q: 3 clusters Score -1.323077e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156857 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -13230858.000000 Penalty: 5951.176758
	Iteration 96Q: 3 clusters Score -1.323086e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -13230857.000000 Penalty: 5951.176758
	Iteration 97Q: 3 clusters Score -1.323086e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157641 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -13230989.000000 Penalty: 5951.176758
	Iteration 98Q: 3 clusters Score -1.323099e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -13231075.000000 Penalty: 5951.176758
	Iteration 99Q: 3 clusters Score -1.323108e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -13231180.000000 Penalty: 5951.176758
	Iteration 100F: 3 clusters Score -1.323118e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -13231268.000000 Penalty: 5951.176758
	Iteration 101Q: 3 clusters Score -1.323127e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158841 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -13231339.000000 Penalty: 5951.176758
	Iteration 102Q: 3 clusters Score -1.323134e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159074 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -13231419.000000 Penalty: 5951.176758
	Iteration 103Q: 3 clusters Score -1.323142e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -13231473.000000 Penalty: 5951.176758
	Iteration 104Q: 3 clusters Score -1.323147e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -13231536.000000 Penalty: 5951.176758
	Iteration 105Q: 3 clusters Score -1.323154e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -13231602.000000 Penalty: 5951.176758
	Iteration 106Q: 3 clusters Score -1.32316e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -13231655.000000 Penalty: 5951.176758
	Iteration 107Q: 3 clusters Score -1.323166e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13231700.000000 Penalty: 5951.176758
	Iteration 108Q: 3 clusters Score -1.32317e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -13231749.000000 Penalty: 5951.176758
	Iteration 109Q: 3 clusters Score -1.323175e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -13231829.000000 Penalty: 5951.176758
	Iteration 110Q: 3 clusters Score -1.323183e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13231839.000000 Penalty: 5951.176758
	Iteration 111Q: 3 clusters Score -1.323184e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -13231841.000000 Penalty: 5951.176758
	Iteration 112Q: 3 clusters Score -1.323184e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160484 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13231845.000000 Penalty: 5951.176758
	Iteration 113Q: 3 clusters Score -1.323184e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160562 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13231846.000000 Penalty: 5951.176758
	Iteration 114Q: 3 clusters Score -1.323185e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160629 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -13231903.000000 Penalty: 5951.176758
	Iteration 115Q: 3 clusters Score -1.32319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160673 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -13231912.000000 Penalty: 5951.176758
	Iteration 116Q: 3 clusters Score -1.323191e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13231936.000000 Penalty: 5951.176758
	Iteration 117Q: 3 clusters Score -1.323194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160741 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -13231950.000000 Penalty: 5951.176758
	Iteration 118Q: 3 clusters Score -1.323195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13231961.000000 Penalty: 5951.176758
	Iteration 119Q: 3 clusters Score -1.323196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13231977.000000 Penalty: 5951.176758
	Iteration 120F: 3 clusters Score -1.323198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.323198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -13231997.000000 Penalty: 5951.176758
	Iteration 122Q: 3 clusters Score -1.3232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160836 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13232003.000000 Penalty: 5951.176758
	Iteration 123Q: 3 clusters Score -1.3232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160843 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13232000.000000 Penalty: 5951.176758
	Iteration 124Q: 3 clusters Score -1.3232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160848 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.3232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160859 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -13231992.000000 Penalty: 5951.176758
	Iteration 126Q: 3 clusters Score -1.323199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13231975.000000 Penalty: 5951.176758
	Iteration 127Q: 3 clusters Score -1.323198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13231978.000000 Penalty: 5951.176758
	Iteration 128Q: 3 clusters Score -1.323198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160892 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -13231982.000000 Penalty: 5951.176758
	Iteration 129Q: 3 clusters Score -1.323198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13231983.000000 Penalty: 5951.176758
	Iteration 130Q: 3 clusters Score -1.323198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13231998.000000 Penalty: 5951.176758
	Iteration 131Q: 3 clusters Score -1.3232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -13231999.000000 Penalty: 5951.176758
	Iteration 132Q: 3 clusters Score -1.3232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13232019.000000 Penalty: 5951.176758
	Iteration 133Q: 3 clusters Score -1.323202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13232018.000000 Penalty: 5951.176758
	Iteration 134Q: 3 clusters Score -1.323202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160939 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -13232008.000000 Penalty: 5951.176758
	Iteration 135Q: 3 clusters Score -1.323201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -13232011.000000 Penalty: 5951.176758
	Iteration 136Q: 3 clusters Score -1.323201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -13232002.000000 Penalty: 5951.176758
	Iteration 137Q: 3 clusters Score -1.3232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -13232012.000000 Penalty: 5951.176758
	Iteration 138Q: 3 clusters Score -1.323201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -13232005.000000 Penalty: 5951.176758
	Iteration 139Q: 3 clusters Score -1.3232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13232004.000000 Penalty: 5951.176758
	Iteration 140F: 3 clusters Score -1.3232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13232009.000000 Penalty: 5951.176758
	Iteration 141Q: 3 clusters Score -1.323201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13232007.000000 Penalty: 5951.176758
	Iteration 142Q: 3 clusters Score -1.323201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160965 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13232004.000000 Penalty: 5951.176758
	Iteration 143Q: 3 clusters Score -1.3232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13232011.000000 Penalty: 5951.176758
	Iteration 144Q: 3 clusters Score -1.323201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -13232008.000000 Penalty: 5951.176758
	Iteration 145Q: 3 clusters Score -1.323201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160976 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -13232006.000000 Penalty: 5951.176758
	Iteration 146Q: 3 clusters Score -1.323201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13232009.000000 Penalty: 5951.176758
	Iteration 147Q: 3 clusters Score -1.323201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13232009.000000 Penalty: 5951.176758
	Iteration 148F: 3 clusters Score -1.323201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (253024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253024 members 
Entering Unmasked Estep 
Score: -20441164.000000 Penalty: 3085.427246
	Iteration 0F: 2 clusters Score -2.044116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126124 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -20271170.000000 Penalty: 6170.854492
	Iteration 0F: 3 clusters Score -2.027117e+07 nChanged 121969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 132669 members 
Entering Unmasked Estep 
Score: -20342732.000000 Penalty: 6170.854492
	Iteration 1F: 3 clusters Score -2.034273e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 136463 members 
Entering Unmasked Estep 
Score: -20344154.000000 Penalty: 6170.854492
	Iteration 2Q: 3 clusters Score -2.034415e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -20346394.000000 Penalty: 6170.854492
	Iteration 3Q: 3 clusters Score -2.034639e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -20350508.000000 Penalty: 6170.854492
	Iteration 4Q: 3 clusters Score -2.035051e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -20358542.000000 Penalty: 6170.854492
	Iteration 5F: 3 clusters Score -2.035854e+07 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 185724 members 
Entering Unmasked Estep 
Score: -20373368.000000 Penalty: 6170.854492
	Iteration 6F: 3 clusters Score -2.037337e+07 nChanged 24100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 209776 members 
Entering Unmasked Estep 
Score: -20395760.000000 Penalty: 6170.854492
	Iteration 7F: 3 clusters Score -2.039576e+07 nChanged 22237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 232003 members 
Entering Unmasked Estep 
Score: -20418436.000000 Penalty: 6170.854492
	Iteration 8F: 3 clusters Score -2.041844e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 245399 members 
Entering Unmasked Estep 
Score: -20431866.000000 Penalty: 6170.854492
	Iteration 9F: 3 clusters Score -2.043187e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 250459 members 
Entering Unmasked Estep 
Score: -20436684.000000 Penalty: 6170.854492
	Iteration 10Q: 3 clusters Score -2.043668e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 251870 members 
Entering Unmasked Estep 
Score: -20438158.000000 Penalty: 6170.854492
	Iteration 11Q: 3 clusters Score -2.043816e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 252194 members 
Entering Unmasked Estep 
Score: -20438708.000000 Penalty: 6170.854492
	Iteration 12Q: 3 clusters Score -2.043871e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 252226 members 
Entering Unmasked Estep 
Score: -20438938.000000 Penalty: 6170.854492
	Iteration 13Q: 3 clusters Score -2.043894e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 252205 members 
Entering Unmasked Estep 
Score: -20439002.000000 Penalty: 6170.854492
	Iteration 14Q: 3 clusters Score -2.0439e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 252192 members 
Entering Unmasked Estep 
Score: -20439086.000000 Penalty: 6170.854492
	Iteration 15Q: 3 clusters Score -2.043909e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 252168 members 
Entering Unmasked Estep 
Score: -20439096.000000 Penalty: 6170.854492
	Iteration 16Q: 3 clusters Score -2.04391e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 252138 members 
Entering Unmasked Estep 
Score: -20439130.000000 Penalty: 6170.854492
	Iteration 17Q: 3 clusters Score -2.043913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 252110 members 
Entering Unmasked Estep 
Score: -20439146.000000 Penalty: 6170.854492
	Iteration 18Q: 3 clusters Score -2.043915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 252102 members 
Entering Unmasked Estep 
Score: -20439188.000000 Penalty: 6170.854492
	Iteration 19Q: 3 clusters Score -2.043919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 252091 members 
Entering Unmasked Estep 
Score: -20439194.000000 Penalty: 6170.854492
	Iteration 20F: 3 clusters Score -2.043919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 252075 members 
Entering Unmasked Estep 
Score: -20439228.000000 Penalty: 6170.854492
	Iteration 21Q: 3 clusters Score -2.043923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 252060 members 
Entering Unmasked Estep 
Score: -20439220.000000 Penalty: 6170.854492
	Iteration 22Q: 3 clusters Score -2.043922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 252045 members 
Entering Unmasked Estep 
Score: -20439222.000000 Penalty: 6170.854492
	Iteration 23Q: 3 clusters Score -2.043922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 252037 members 
Entering Unmasked Estep 
Score: -20439222.000000 Penalty: 6170.854492
	Iteration 24Q: 3 clusters Score -2.043922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 252028 members 
Entering Unmasked Estep 
Score: -20439230.000000 Penalty: 6170.854492
	Iteration 25Q: 3 clusters Score -2.043923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 252026 members 
Entering Unmasked Estep 
Score: -20439240.000000 Penalty: 6170.854492
	Iteration 26Q: 3 clusters Score -2.043924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 252024 members 
Entering Unmasked Estep 
Score: -20439244.000000 Penalty: 6170.854492
	Iteration 27Q: 3 clusters Score -2.043924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 252022 members 
Entering Unmasked Estep 
Score: -20439244.000000 Penalty: 6170.854492
	Iteration 28Q: 3 clusters Score -2.043924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 252021 members 
Entering Unmasked Estep 
Score: -20439252.000000 Penalty: 6170.854492
	Iteration 29Q: 3 clusters Score -2.043925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 252020 members 
Entering Unmasked Estep 
Score: -20439250.000000 Penalty: 6170.854492
	Iteration 30Q: 3 clusters Score -2.043925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 252019 members 
Entering Unmasked Estep 
Score: -20439262.000000 Penalty: 6170.854492
	Iteration 31Q: 3 clusters Score -2.043926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 252019 members 
Entering Unmasked Estep 
Score: -20439256.000000 Penalty: 6170.854492
	Iteration 32Q: 3 clusters Score -2.043926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 252019 members 
Entering Unmasked Estep 
Score: -20439256.000000 Penalty: 6170.854492
	Iteration 33F: 3 clusters Score -2.043926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Entering Unmasked Estep 
Score: -1287812.125000 Penalty: 2412.026855
	Iteration 0F: 2 clusters Score -1287812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1275795.125000 Penalty: 4824.053711
	Iteration 0F: 3 clusters Score -1275795 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1279607.000000 Penalty: 4824.053711
	Iteration 1F: 3 clusters Score -1279607 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1280020.500000 Penalty: 4824.053711
	Iteration 2F: 3 clusters Score -1280020 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1280459.250000 Penalty: 4824.053711
	Iteration 3F: 3 clusters Score -1280459 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1281046.125000 Penalty: 4824.053711
	Iteration 4F: 3 clusters Score -1281046 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1281793.875000 Penalty: 4824.053711
	Iteration 5F: 3 clusters Score -1281794 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1282587.625000 Penalty: 4824.053711
	Iteration 6F: 3 clusters Score -1282588 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1283447.750000 Penalty: 4824.053711
	Iteration 7F: 3 clusters Score -1283448 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1284098.875000 Penalty: 4824.053711
	Iteration 8F: 3 clusters Score -1284099 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1284510.125000 Penalty: 4824.053711
	Iteration 9Q: 3 clusters Score -1284510 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1284783.750000 Penalty: 4824.053711
	Iteration 10Q: 3 clusters Score -1284784 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1285027.750000 Penalty: 4824.053711
	Iteration 11Q: 3 clusters Score -1285028 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1285243.625000 Penalty: 4824.053711
	Iteration 12Q: 3 clusters Score -1285244 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1285428.000000 Penalty: 4824.053711
	Iteration 13Q: 3 clusters Score -1285428 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1285611.250000 Penalty: 4824.053711
	Iteration 14Q: 3 clusters Score -1285611 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1285828.375000 Penalty: 4824.053711
	Iteration 15Q: 3 clusters Score -1285828 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1286113.500000 Penalty: 4824.053711
	Iteration 16Q: 3 clusters Score -1286114 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1286467.500000 Penalty: 4824.053711
	Iteration 17Q: 3 clusters Score -1286468 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1286818.875000 Penalty: 4824.053711
	Iteration 18Q: 3 clusters Score -1286819 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1287109.000000 Penalty: 4824.053711
	Iteration 19Q: 3 clusters Score -1287109 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1287310.250000 Penalty: 4824.053711
	Iteration 20F: 3 clusters Score -1287310 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1287469.125000 Penalty: 4824.053711
	Iteration 21Q: 3 clusters Score -1287469 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1287607.500000 Penalty: 4824.053711
	Iteration 22Q: 3 clusters Score -1287608 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1287697.250000 Penalty: 4824.053711
	Iteration 23Q: 3 clusters Score -1287697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1287757.000000 Penalty: 4824.053711
	Iteration 24Q: 3 clusters Score -1287757 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1287798.750000 Penalty: 4824.053711
	Iteration 25Q: 3 clusters Score -1287799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1287827.875000 Penalty: 4824.053711
	Iteration 26Q: 3 clusters Score -1287828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1287840.125000 Penalty: 4824.053711
	Iteration 27Q: 3 clusters Score -1287840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1287853.625000 Penalty: 4824.053711
	Iteration 28Q: 3 clusters Score -1287854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1287866.625000 Penalty: 4824.053711
	Iteration 29Q: 3 clusters Score -1287867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1287873.750000 Penalty: 4824.053711
	Iteration 30Q: 3 clusters Score -1287874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1287871.625000 Penalty: 4824.053711
	Iteration 31Q: 3 clusters Score -1287872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1287878.000000 Penalty: 4824.053711
	Iteration 32Q: 3 clusters Score -1287878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1287882.625000 Penalty: 4824.053711
	Iteration 33Q: 3 clusters Score -1287883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1287882.375000 Penalty: 4824.053711
	Iteration 34Q: 3 clusters Score -1287882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1287882.000000 Penalty: 4824.053711
	Iteration 35Q: 3 clusters Score -1287882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1287886.375000 Penalty: 4824.053711
	Iteration 36Q: 3 clusters Score -1287886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1287886.250000 Penalty: 4824.053711
	Iteration 37Q: 3 clusters Score -1287886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1287885.250000 Penalty: 4824.053711
	Iteration 38Q: 3 clusters Score -1287885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1287885.875000 Penalty: 4824.053711
	Iteration 39Q: 3 clusters Score -1287886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1287884.375000 Penalty: 4824.053711
	Iteration 40F: 3 clusters Score -1287884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1287881.625000 Penalty: 4824.053711
	Iteration 41Q: 3 clusters Score -1287882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1287880.750000 Penalty: 4824.053711
	Iteration 42Q: 3 clusters Score -1287881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1287882.375000 Penalty: 4824.053711
	Iteration 43Q: 3 clusters Score -1287882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1287886.750000 Penalty: 4824.053711
	Iteration 44Q: 3 clusters Score -1287887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1287884.875000 Penalty: 4824.053711
	Iteration 45Q: 3 clusters Score -1287885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1287884.375000 Penalty: 4824.053711
	Iteration 46Q: 3 clusters Score -1287884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1287884.375000 Penalty: 4824.053711
	Iteration 47F: 3 clusters Score -1287884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253024 members 
Mstep: Class 4 contains 11927 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853773 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19888 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 23587 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 34189 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31836 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Mstep: Class 32 contains 4819 members 
Entering Unmasked Estep 
Score: -142801552.000000 Penalty: 114399.593750
Splitting cluster 4 changes total score from -142802464.000000 to -142801552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -769014.437500 Penalty: 2284.931885
	Iteration 0F: 2 clusters Score -769014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -761404.875000 Penalty: 4569.863770
	Iteration 0F: 3 clusters Score -761404.9 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -763687.562500 Penalty: 4569.863770
	Iteration 1F: 3 clusters Score -763687.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -764758.312500 Penalty: 4569.863770
	Iteration 2F: 3 clusters Score -764758.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -767769.250000 Penalty: 4569.863770
	Iteration 3F: 3 clusters Score -767769.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -770182.437500 Penalty: 4569.863770
	Iteration 4F: 3 clusters Score -770182.4 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -771577.000000 Penalty: 4569.863770
	Iteration 5F: 3 clusters Score -771577 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -772336.750000 Penalty: 4569.863770
	Iteration 6F: 3 clusters Score -772336.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -772771.312500 Penalty: 4569.863770
	Iteration 7Q: 3 clusters Score -772771.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -772955.625000 Penalty: 4569.863770
	Iteration 8Q: 3 clusters Score -772955.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -773060.125000 Penalty: 4569.863770
	Iteration 9Q: 3 clusters Score -773060.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -773123.750000 Penalty: 4569.863770
	Iteration 10Q: 3 clusters Score -773123.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -773168.625000 Penalty: 4569.863770
	Iteration 11Q: 3 clusters Score -773168.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -773208.937500 Penalty: 4569.863770
	Iteration 12Q: 3 clusters Score -773208.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -773285.875000 Penalty: 4569.863770
	Iteration 13Q: 3 clusters Score -773285.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -773378.437500 Penalty: 4569.863770
	Iteration 14Q: 3 clusters Score -773378.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -773412.125000 Penalty: 4569.863770
	Iteration 15Q: 3 clusters Score -773412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -773422.187500 Penalty: 4569.863770
	Iteration 16Q: 3 clusters Score -773422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -773424.375000 Penalty: 4569.863770
	Iteration 17Q: 3 clusters Score -773424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -773426.562500 Penalty: 4569.863770
	Iteration 18Q: 3 clusters Score -773426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -773427.062500 Penalty: 4569.863770
	Iteration 19Q: 3 clusters Score -773427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -773427.312500 Penalty: 4569.863770
	Iteration 20F: 3 clusters Score -773427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253024 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853773 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19888 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 23587 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 34189 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31836 members 
Mstep: Class 28 contains 3894 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Mstep: Class 32 contains 8588 members 
Entering Unmasked Estep 
Score: -142806128.000000 Penalty: 114399.593750
Splitting cluster 5 changes total score from -142802464.000000 to -142806128.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 6 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -67299.437500 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -67299.44 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 536 members 
Entering Unmasked Estep 
Score: -65363.312500 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -65363.31 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -65688.882812 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -65688.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -65760.984375 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -65760.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -65801.945312 Penalty: 3428.720215
	Iteration 3Q: 3 clusters Score -65801.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -65829.906250 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -65829.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -65847.367188 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -65847.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -65854.976562 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -65854.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -65865.359375 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -65865.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -65875.757812 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -65875.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65884.250000 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -65884.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -65891.882812 Penalty: 3428.720215
	Iteration 10Q: 3 clusters Score -65891.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -65893.218750 Penalty: 3428.720215
	Iteration 11Q: 3 clusters Score -65893.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65894.000000 Penalty: 3428.720215
	Iteration 12Q: 3 clusters Score -65894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -65894.000000 Penalty: 3428.720215
	Iteration 13F: 3 clusters Score -65894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (853773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853773 members 
Entering Unmasked Estep 
Score: -68903680.000000 Penalty: 3387.040527
	Iteration 0F: 2 clusters Score -6.890368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427249 members 
Mstep: Class 2 contains 426524 members 
Entering Unmasked Estep 
Score: -68333016.000000 Penalty: 6774.081055
	Iteration 0F: 3 clusters Score -6.833302e+07 nChanged 418617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447260 members 
Mstep: Class 2 contains 406513 members 
Entering Unmasked Estep 
Score: -68585544.000000 Penalty: 6774.081055
	Iteration 1F: 3 clusters Score -6.858554e+07 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458860 members 
Mstep: Class 2 contains 394913 members 
Entering Unmasked Estep 
Score: -68588512.000000 Penalty: 6774.081055
	Iteration 2Q: 3 clusters Score -6.858851e+07 nChanged 21998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477474 members 
Mstep: Class 2 contains 376299 members 
Entering Unmasked Estep 
Score: -68593664.000000 Penalty: 6774.081055
	Iteration 3Q: 3 clusters Score -6.859366e+07 nChanged 31018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506732 members 
Mstep: Class 2 contains 347041 members 
Entering Unmasked Estep 
Score: -68605120.000000 Penalty: 6774.081055
	Iteration 4Q: 3 clusters Score -6.860512e+07 nChanged 45981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551873 members 
Mstep: Class 2 contains 301900 members 
Entering Unmasked Estep 
Score: -68629120.000000 Penalty: 6774.081055
	Iteration 5F: 3 clusters Score -6.862912e+07 nChanged 64414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616031 members 
Mstep: Class 2 contains 237742 members 
Entering Unmasked Estep 
Score: -68672624.000000 Penalty: 6774.081055
	Iteration 6F: 3 clusters Score -6.867262e+07 nChanged 79622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695597 members 
Mstep: Class 2 contains 158176 members 
Entering Unmasked Estep 
Score: -68741576.000000 Penalty: 6774.081055
	Iteration 7F: 3 clusters Score -6.874158e+07 nChanged 76582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772173 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -68819216.000000 Penalty: 6774.081055
	Iteration 8F: 3 clusters Score -6.881922e+07 nChanged 50489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822662 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -68871344.000000 Penalty: 6774.081055
	Iteration 9F: 3 clusters Score -6.887134e+07 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844497 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -68892648.000000 Penalty: 6774.081055
	Iteration 10Q: 3 clusters Score -6.889265e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851215 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -68898360.000000 Penalty: 6774.081055
	Iteration 11Q: 3 clusters Score -6.889836e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852972 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -68899944.000000 Penalty: 6774.081055
	Iteration 12Q: 3 clusters Score -6.889994e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68900248.000000 Penalty: 6774.081055
	Iteration 13Q: 3 clusters Score -6.890025e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853445 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68900440.000000 Penalty: 6774.081055
	Iteration 14Q: 3 clusters Score -6.890044e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853466 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68900504.000000 Penalty: 6774.081055
	Iteration 15Q: 3 clusters Score -6.89005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853485 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68900512.000000 Penalty: 6774.081055
	Iteration 16Q: 3 clusters Score -6.890051e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853507 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68900592.000000 Penalty: 6774.081055
	Iteration 17Q: 3 clusters Score -6.890059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853514 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68900600.000000 Penalty: 6774.081055
	Iteration 18Q: 3 clusters Score -6.89006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853519 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68900600.000000 Penalty: 6774.081055
	Iteration 19Q: 3 clusters Score -6.89006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853523 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68900608.000000 Penalty: 6774.081055
	Iteration 20F: 3 clusters Score -6.890061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853527 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68900616.000000 Penalty: 6774.081055
	Iteration 21Q: 3 clusters Score -6.890062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853527 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68900608.000000 Penalty: 6774.081055
	Iteration 22Q: 3 clusters Score -6.890061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853529 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68900608.000000 Penalty: 6774.081055
	Iteration 23Q: 3 clusters Score -6.890061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853529 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68900608.000000 Penalty: 6774.081055
	Iteration 24F: 3 clusters Score -6.890061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Entering Unmasked Estep 
Score: -745177.562500 Penalty: 2255.904297
	Iteration 0F: 2 clusters Score -745177.6 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 4365 members 
Entering Unmasked Estep 
Score: -738239.437500 Penalty: 4511.808594
	Iteration 0F: 3 clusters Score -738239.4 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -740245.500000 Penalty: 4511.808594
	Iteration 1F: 3 clusters Score -740245.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -740481.875000 Penalty: 4511.808594
	Iteration 2F: 3 clusters Score -740481.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -740648.375000 Penalty: 4511.808594
	Iteration 3Q: 3 clusters Score -740648.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -740783.187500 Penalty: 4511.808594
	Iteration 4Q: 3 clusters Score -740783.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -740887.062500 Penalty: 4511.808594
	Iteration 5Q: 3 clusters Score -740887.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -740979.562500 Penalty: 4511.808594
	Iteration 6Q: 3 clusters Score -740979.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -741077.312500 Penalty: 4511.808594
	Iteration 7Q: 3 clusters Score -741077.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -741194.187500 Penalty: 4511.808594
	Iteration 8Q: 3 clusters Score -741194.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -741337.125000 Penalty: 4511.808594
	Iteration 9Q: 3 clusters Score -741337.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -741515.000000 Penalty: 4511.808594
	Iteration 10Q: 3 clusters Score -741515 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -741703.625000 Penalty: 4511.808594
	Iteration 11Q: 3 clusters Score -741703.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -741916.125000 Penalty: 4511.808594
	Iteration 12Q: 3 clusters Score -741916.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -742161.312500 Penalty: 4511.808594
	Iteration 13Q: 3 clusters Score -742161.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -742405.250000 Penalty: 4511.808594
	Iteration 14Q: 3 clusters Score -742405.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -742622.062500 Penalty: 4511.808594
	Iteration 15Q: 3 clusters Score -742622.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -742789.250000 Penalty: 4511.808594
	Iteration 16Q: 3 clusters Score -742789.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -742889.937500 Penalty: 4511.808594
	Iteration 17Q: 3 clusters Score -742889.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -742963.312500 Penalty: 4511.808594
	Iteration 18Q: 3 clusters Score -742963.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -743028.125000 Penalty: 4511.808594
	Iteration 19Q: 3 clusters Score -743028.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -743071.625000 Penalty: 4511.808594
	Iteration 20F: 3 clusters Score -743071.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -743103.625000 Penalty: 4511.808594
	Iteration 21Q: 3 clusters Score -743103.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -743128.812500 Penalty: 4511.808594
	Iteration 22Q: 3 clusters Score -743128.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -743144.562500 Penalty: 4511.808594
	Iteration 23Q: 3 clusters Score -743144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -743160.375000 Penalty: 4511.808594
	Iteration 24Q: 3 clusters Score -743160.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -743167.312500 Penalty: 4511.808594
	Iteration 25Q: 3 clusters Score -743167.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -743179.562500 Penalty: 4511.808594
	Iteration 26Q: 3 clusters Score -743179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -743180.625000 Penalty: 4511.808594
	Iteration 27Q: 3 clusters Score -743180.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -743185.812500 Penalty: 4511.808594
	Iteration 28Q: 3 clusters Score -743185.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -743189.000000 Penalty: 4511.808594
	Iteration 29Q: 3 clusters Score -743189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -743190.875000 Penalty: 4511.808594
	Iteration 30Q: 3 clusters Score -743190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -743193.312500 Penalty: 4511.808594
	Iteration 31Q: 3 clusters Score -743193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -743202.625000 Penalty: 4511.808594
	Iteration 32Q: 3 clusters Score -743202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -743208.875000 Penalty: 4511.808594
	Iteration 33Q: 3 clusters Score -743208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -743208.875000 Penalty: 4511.808594
	Iteration 34F: 3 clusters Score -743208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Entering Unmasked Estep 
Score: -1389525.625000 Penalty: 2454.672363
	Iteration 0F: 2 clusters Score -1389526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1375503.875000 Penalty: 4909.344727
	Iteration 0F: 3 clusters Score -1375504 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1380271.250000 Penalty: 4909.344727
	Iteration 1F: 3 clusters Score -1380271 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1380810.250000 Penalty: 4909.344727
	Iteration 2F: 3 clusters Score -1380810 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1381262.875000 Penalty: 4909.344727
	Iteration 3F: 3 clusters Score -1381263 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1381727.375000 Penalty: 4909.344727
	Iteration 4Q: 3 clusters Score -1381727 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1382219.125000 Penalty: 4909.344727
	Iteration 5Q: 3 clusters Score -1382219 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1382777.875000 Penalty: 4909.344727
	Iteration 6Q: 3 clusters Score -1382778 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1383320.125000 Penalty: 4909.344727
	Iteration 7Q: 3 clusters Score -1383320 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1383808.500000 Penalty: 4909.344727
	Iteration 8Q: 3 clusters Score -1383808 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1384276.875000 Penalty: 4909.344727
	Iteration 9Q: 3 clusters Score -1384277 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1384679.750000 Penalty: 4909.344727
	Iteration 10Q: 3 clusters Score -1384680 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1384979.250000 Penalty: 4909.344727
	Iteration 11Q: 3 clusters Score -1384979 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1385211.625000 Penalty: 4909.344727
	Iteration 12Q: 3 clusters Score -1385212 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1385367.125000 Penalty: 4909.344727
	Iteration 13Q: 3 clusters Score -1385367 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1385514.500000 Penalty: 4909.344727
	Iteration 14Q: 3 clusters Score -1385514 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1385623.500000 Penalty: 4909.344727
	Iteration 15Q: 3 clusters Score -1385624 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1385716.500000 Penalty: 4909.344727
	Iteration 16Q: 3 clusters Score -1385716 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1385773.625000 Penalty: 4909.344727
	Iteration 17Q: 3 clusters Score -1385774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1385818.125000 Penalty: 4909.344727
	Iteration 18Q: 3 clusters Score -1385818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1385854.375000 Penalty: 4909.344727
	Iteration 19Q: 3 clusters Score -1385854 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1385882.125000 Penalty: 4909.344727
	Iteration 20F: 3 clusters Score -1385882 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1385910.625000 Penalty: 4909.344727
	Iteration 21Q: 3 clusters Score -1385911 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1385942.375000 Penalty: 4909.344727
	Iteration 22Q: 3 clusters Score -1385942 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1385971.000000 Penalty: 4909.344727
	Iteration 23Q: 3 clusters Score -1385971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1385998.875000 Penalty: 4909.344727
	Iteration 24Q: 3 clusters Score -1385999 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1386012.875000 Penalty: 4909.344727
	Iteration 25Q: 3 clusters Score -1386013 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1386027.500000 Penalty: 4909.344727
	Iteration 26Q: 3 clusters Score -1386028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1386042.000000 Penalty: 4909.344727
	Iteration 27Q: 3 clusters Score -1386042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1386052.500000 Penalty: 4909.344727
	Iteration 28Q: 3 clusters Score -1386052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1386060.875000 Penalty: 4909.344727
	Iteration 29Q: 3 clusters Score -1386061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1386076.750000 Penalty: 4909.344727
	Iteration 30Q: 3 clusters Score -1386077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1386082.875000 Penalty: 4909.344727
	Iteration 31Q: 3 clusters Score -1386083 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1386094.000000 Penalty: 4909.344727
	Iteration 32Q: 3 clusters Score -1386094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1386104.875000 Penalty: 4909.344727
	Iteration 33Q: 3 clusters Score -1386105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1386110.125000 Penalty: 4909.344727
	Iteration 34Q: 3 clusters Score -1386110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1386120.000000 Penalty: 4909.344727
	Iteration 35Q: 3 clusters Score -1386120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1386138.375000 Penalty: 4909.344727
	Iteration 36Q: 3 clusters Score -1386138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1386149.625000 Penalty: 4909.344727
	Iteration 37Q: 3 clusters Score -1386150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1386164.125000 Penalty: 4909.344727
	Iteration 38Q: 3 clusters Score -1386164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1386178.125000 Penalty: 4909.344727
	Iteration 39Q: 3 clusters Score -1386178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1386194.375000 Penalty: 4909.344727
	Iteration 40F: 3 clusters Score -1386194 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1386207.500000 Penalty: 4909.344727
	Iteration 41Q: 3 clusters Score -1386208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1386227.500000 Penalty: 4909.344727
	Iteration 42Q: 3 clusters Score -1386228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1386258.125000 Penalty: 4909.344727
	Iteration 43Q: 3 clusters Score -1386258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1386278.125000 Penalty: 4909.344727
	Iteration 44Q: 3 clusters Score -1386278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1386303.625000 Penalty: 4909.344727
	Iteration 45Q: 3 clusters Score -1386304 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1386330.750000 Penalty: 4909.344727
	Iteration 46Q: 3 clusters Score -1386331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1386352.875000 Penalty: 4909.344727
	Iteration 47Q: 3 clusters Score -1386353 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1386376.750000 Penalty: 4909.344727
	Iteration 48Q: 3 clusters Score -1386377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1386399.875000 Penalty: 4909.344727
	Iteration 49Q: 3 clusters Score -1386400 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1386418.750000 Penalty: 4909.344727
	Iteration 50Q: 3 clusters Score -1386419 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1386443.250000 Penalty: 4909.344727
	Iteration 51Q: 3 clusters Score -1386443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1386478.750000 Penalty: 4909.344727
	Iteration 52Q: 3 clusters Score -1386479 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1386506.625000 Penalty: 4909.344727
	Iteration 53Q: 3 clusters Score -1386507 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1386533.500000 Penalty: 4909.344727
	Iteration 54Q: 3 clusters Score -1386534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1386558.500000 Penalty: 4909.344727
	Iteration 55Q: 3 clusters Score -1386558 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1386578.875000 Penalty: 4909.344727
	Iteration 56Q: 3 clusters Score -1386579 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1386603.125000 Penalty: 4909.344727
	Iteration 57Q: 3 clusters Score -1386603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1386626.125000 Penalty: 4909.344727
	Iteration 58Q: 3 clusters Score -1386626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1386655.375000 Penalty: 4909.344727
	Iteration 59Q: 3 clusters Score -1386655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1386669.750000 Penalty: 4909.344727
	Iteration 60F: 3 clusters Score -1386670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1386680.750000 Penalty: 4909.344727
	Iteration 61Q: 3 clusters Score -1386681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1386688.500000 Penalty: 4909.344727
	Iteration 62Q: 3 clusters Score -1386688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1386705.125000 Penalty: 4909.344727
	Iteration 63Q: 3 clusters Score -1386705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1386723.375000 Penalty: 4909.344727
	Iteration 64Q: 3 clusters Score -1386723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1386731.875000 Penalty: 4909.344727
	Iteration 65Q: 3 clusters Score -1386732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1386741.750000 Penalty: 4909.344727
	Iteration 66Q: 3 clusters Score -1386742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1386746.375000 Penalty: 4909.344727
	Iteration 67Q: 3 clusters Score -1386746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1386755.000000 Penalty: 4909.344727
	Iteration 68Q: 3 clusters Score -1386755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1386763.000000 Penalty: 4909.344727
	Iteration 69Q: 3 clusters Score -1386763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1386773.125000 Penalty: 4909.344727
	Iteration 70Q: 3 clusters Score -1386773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1386779.875000 Penalty: 4909.344727
	Iteration 71Q: 3 clusters Score -1386780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1386786.875000 Penalty: 4909.344727
	Iteration 72Q: 3 clusters Score -1386787 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1386789.250000 Penalty: 4909.344727
	Iteration 73Q: 3 clusters Score -1386789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1386805.000000 Penalty: 4909.344727
	Iteration 74Q: 3 clusters Score -1386805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1386813.125000 Penalty: 4909.344727
	Iteration 75Q: 3 clusters Score -1386813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1386826.875000 Penalty: 4909.344727
	Iteration 76Q: 3 clusters Score -1386827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1386828.750000 Penalty: 4909.344727
	Iteration 77Q: 3 clusters Score -1386829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1386838.750000 Penalty: 4909.344727
	Iteration 78Q: 3 clusters Score -1386839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1386849.125000 Penalty: 4909.344727
	Iteration 79Q: 3 clusters Score -1386849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1386851.875000 Penalty: 4909.344727
	Iteration 80F: 3 clusters Score -1386852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1386864.000000 Penalty: 4909.344727
	Iteration 81Q: 3 clusters Score -1386864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1386873.000000 Penalty: 4909.344727
	Iteration 82Q: 3 clusters Score -1386873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1386880.500000 Penalty: 4909.344727
	Iteration 83Q: 3 clusters Score -1386880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1386888.750000 Penalty: 4909.344727
	Iteration 84Q: 3 clusters Score -1386889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1386909.875000 Penalty: 4909.344727
	Iteration 85Q: 3 clusters Score -1386910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1386911.500000 Penalty: 4909.344727
	Iteration 86Q: 3 clusters Score -1386912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1386924.500000 Penalty: 4909.344727
	Iteration 87Q: 3 clusters Score -1386924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1386930.000000 Penalty: 4909.344727
	Iteration 88Q: 3 clusters Score -1386930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1386939.250000 Penalty: 4909.344727
	Iteration 89Q: 3 clusters Score -1386939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1386949.125000 Penalty: 4909.344727
	Iteration 90Q: 3 clusters Score -1386949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1386957.625000 Penalty: 4909.344727
	Iteration 91Q: 3 clusters Score -1386958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1386963.375000 Penalty: 4909.344727
	Iteration 92Q: 3 clusters Score -1386963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1386965.750000 Penalty: 4909.344727
	Iteration 93Q: 3 clusters Score -1386966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1386972.750000 Penalty: 4909.344727
	Iteration 94Q: 3 clusters Score -1386973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1386978.250000 Penalty: 4909.344727
	Iteration 95Q: 3 clusters Score -1386978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1386985.125000 Penalty: 4909.344727
	Iteration 96Q: 3 clusters Score -1386985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1386989.125000 Penalty: 4909.344727
	Iteration 97Q: 3 clusters Score -1386989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1386991.000000 Penalty: 4909.344727
	Iteration 98Q: 3 clusters Score -1386991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1386993.125000 Penalty: 4909.344727
	Iteration 99Q: 3 clusters Score -1386993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1386997.250000 Penalty: 4909.344727
	Iteration 100F: 3 clusters Score -1386997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1387002.500000 Penalty: 4909.344727
	Iteration 101Q: 3 clusters Score -1387002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1387008.750000 Penalty: 4909.344727
	Iteration 102Q: 3 clusters Score -1387009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1387009.750000 Penalty: 4909.344727
	Iteration 103Q: 3 clusters Score -1387010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1387010.875000 Penalty: 4909.344727
	Iteration 104Q: 3 clusters Score -1387011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1387012.500000 Penalty: 4909.344727
	Iteration 105Q: 3 clusters Score -1387012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1387017.000000 Penalty: 4909.344727
	Iteration 106Q: 3 clusters Score -1387017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1387022.375000 Penalty: 4909.344727
	Iteration 107Q: 3 clusters Score -1387022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1387024.125000 Penalty: 4909.344727
	Iteration 108Q: 3 clusters Score -1387024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1387031.250000 Penalty: 4909.344727
	Iteration 109Q: 3 clusters Score -1387031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1387031.125000 Penalty: 4909.344727
	Iteration 110Q: 3 clusters Score -1387031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1387039.125000 Penalty: 4909.344727
	Iteration 111Q: 3 clusters Score -1387039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1387040.125000 Penalty: 4909.344727
	Iteration 112Q: 3 clusters Score -1387040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1387044.125000 Penalty: 4909.344727
	Iteration 113Q: 3 clusters Score -1387044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1387050.000000 Penalty: 4909.344727
	Iteration 114Q: 3 clusters Score -1387050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1387058.250000 Penalty: 4909.344727
	Iteration 115Q: 3 clusters Score -1387058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1387062.000000 Penalty: 4909.344727
	Iteration 116Q: 3 clusters Score -1387062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1387066.125000 Penalty: 4909.344727
	Iteration 117Q: 3 clusters Score -1387066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1387067.375000 Penalty: 4909.344727
	Iteration 118Q: 3 clusters Score -1387067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1387070.625000 Penalty: 4909.344727
	Iteration 119Q: 3 clusters Score -1387071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1387080.625000 Penalty: 4909.344727
	Iteration 120F: 3 clusters Score -1387081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1387092.250000 Penalty: 4909.344727
	Iteration 121Q: 3 clusters Score -1387092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1387107.875000 Penalty: 4909.344727
	Iteration 122Q: 3 clusters Score -1387108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1387120.000000 Penalty: 4909.344727
	Iteration 123Q: 3 clusters Score -1387120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1387141.625000 Penalty: 4909.344727
	Iteration 124Q: 3 clusters Score -1387142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1387154.625000 Penalty: 4909.344727
	Iteration 125Q: 3 clusters Score -1387155 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1387174.000000 Penalty: 4909.344727
	Iteration 126Q: 3 clusters Score -1387174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1387179.625000 Penalty: 4909.344727
	Iteration 127Q: 3 clusters Score -1387180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1387198.375000 Penalty: 4909.344727
	Iteration 128Q: 3 clusters Score -1387198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1387218.125000 Penalty: 4909.344727
	Iteration 129Q: 3 clusters Score -1387218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1387254.000000 Penalty: 4909.344727
	Iteration 130Q: 3 clusters Score -1387254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1387287.500000 Penalty: 4909.344727
	Iteration 131Q: 3 clusters Score -1387288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1387335.625000 Penalty: 4909.344727
	Iteration 132Q: 3 clusters Score -1387336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1387368.875000 Penalty: 4909.344727
	Iteration 133Q: 3 clusters Score -1387369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1387407.125000 Penalty: 4909.344727
	Iteration 134Q: 3 clusters Score -1387407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1387445.750000 Penalty: 4909.344727
	Iteration 135Q: 3 clusters Score -1387446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1387471.625000 Penalty: 4909.344727
	Iteration 136Q: 3 clusters Score -1387472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1387493.875000 Penalty: 4909.344727
	Iteration 137Q: 3 clusters Score -1387494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1387516.000000 Penalty: 4909.344727
	Iteration 138Q: 3 clusters Score -1387516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1387528.375000 Penalty: 4909.344727
	Iteration 139Q: 3 clusters Score -1387528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1387543.000000 Penalty: 4909.344727
	Iteration 140F: 3 clusters Score -1387543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1387563.375000 Penalty: 4909.344727
	Iteration 141Q: 3 clusters Score -1387563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1387575.875000 Penalty: 4909.344727
	Iteration 142Q: 3 clusters Score -1387576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1387586.625000 Penalty: 4909.344727
	Iteration 143Q: 3 clusters Score -1387587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1387599.375000 Penalty: 4909.344727
	Iteration 144Q: 3 clusters Score -1387599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1387618.125000 Penalty: 4909.344727
	Iteration 145Q: 3 clusters Score -1387618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1387639.875000 Penalty: 4909.344727
	Iteration 146Q: 3 clusters Score -1387640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1387654.250000 Penalty: 4909.344727
	Iteration 147Q: 3 clusters Score -1387654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1387668.125000 Penalty: 4909.344727
	Iteration 148Q: 3 clusters Score -1387668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1387692.125000 Penalty: 4909.344727
	Iteration 149Q: 3 clusters Score -1387692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1387705.750000 Penalty: 4909.344727
	Iteration 150Q: 3 clusters Score -1387706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1387722.625000 Penalty: 4909.344727
	Iteration 151Q: 3 clusters Score -1387723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1387733.750000 Penalty: 4909.344727
	Iteration 152Q: 3 clusters Score -1387734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1387744.750000 Penalty: 4909.344727
	Iteration 153Q: 3 clusters Score -1387745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -1387756.125000 Penalty: 4909.344727
	Iteration 154Q: 3 clusters Score -1387756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1387767.250000 Penalty: 4909.344727
	Iteration 155Q: 3 clusters Score -1387767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1387774.750000 Penalty: 4909.344727
	Iteration 156Q: 3 clusters Score -1387775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1387788.125000 Penalty: 4909.344727
	Iteration 157Q: 3 clusters Score -1387788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1387806.875000 Penalty: 4909.344727
	Iteration 158Q: 3 clusters Score -1387807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1387827.375000 Penalty: 4909.344727
	Iteration 159Q: 3 clusters Score -1387827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1387844.500000 Penalty: 4909.344727
	Iteration 160F: 3 clusters Score -1387844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1387858.000000 Penalty: 4909.344727
	Iteration 161Q: 3 clusters Score -1387858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1387863.125000 Penalty: 4909.344727
	Iteration 162Q: 3 clusters Score -1387863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1387871.750000 Penalty: 4909.344727
	Iteration 163Q: 3 clusters Score -1387872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1387874.375000 Penalty: 4909.344727
	Iteration 164Q: 3 clusters Score -1387874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1387881.750000 Penalty: 4909.344727
	Iteration 165Q: 3 clusters Score -1387882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1387890.750000 Penalty: 4909.344727
	Iteration 166Q: 3 clusters Score -1387891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1387895.375000 Penalty: 4909.344727
	Iteration 167Q: 3 clusters Score -1387895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1387897.125000 Penalty: 4909.344727
	Iteration 168Q: 3 clusters Score -1387897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1387899.250000 Penalty: 4909.344727
	Iteration 169Q: 3 clusters Score -1387899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1387905.250000 Penalty: 4909.344727
	Iteration 170Q: 3 clusters Score -1387905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1387909.875000 Penalty: 4909.344727
	Iteration 171Q: 3 clusters Score -1387910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -1387915.750000 Penalty: 4909.344727
	Iteration 172Q: 3 clusters Score -1387916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1387916.250000 Penalty: 4909.344727
	Iteration 173Q: 3 clusters Score -1387916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1387917.125000 Penalty: 4909.344727
	Iteration 174Q: 3 clusters Score -1387917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1387917.750000 Penalty: 4909.344727
	Iteration 175Q: 3 clusters Score -1387918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1387917.125000 Penalty: 4909.344727
	Iteration 176Q: 3 clusters Score -1387917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1387919.750000 Penalty: 4909.344727
	Iteration 177Q: 3 clusters Score -1387920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1387919.375000 Penalty: 4909.344727
	Iteration 178Q: 3 clusters Score -1387919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1387920.500000 Penalty: 4909.344727
	Iteration 179Q: 3 clusters Score -1387920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1387918.750000 Penalty: 4909.344727
	Iteration 180F: 3 clusters Score -1387919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -1387920.375000 Penalty: 4909.344727
	Iteration 181Q: 3 clusters Score -1387920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1387923.875000 Penalty: 4909.344727
	Iteration 182Q: 3 clusters Score -1387924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1387922.875000 Penalty: 4909.344727
	Iteration 183Q: 3 clusters Score -1387923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1387922.875000 Penalty: 4909.344727
	Iteration 184F: 3 clusters Score -1387923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Entering Unmasked Estep 
Score: -1613672.625000 Penalty: 2463.900635
	Iteration 0F: 2 clusters Score -1613673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1599167.125000 Penalty: 4927.801270
	Iteration 0F: 3 clusters Score -1599167 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1604243.875000 Penalty: 4927.801270
	Iteration 1F: 3 clusters Score -1604244 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1604933.750000 Penalty: 4927.801270
	Iteration 2F: 3 clusters Score -1604934 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1605630.625000 Penalty: 4927.801270
	Iteration 3F: 3 clusters Score -1605631 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1606362.625000 Penalty: 4927.801270
	Iteration 4F: 3 clusters Score -1606363 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1607153.750000 Penalty: 4927.801270
	Iteration 5F: 3 clusters Score -1607154 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1607962.625000 Penalty: 4927.801270
	Iteration 6F: 3 clusters Score -1607963 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1608747.125000 Penalty: 4927.801270
	Iteration 7F: 3 clusters Score -1608747 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1609407.875000 Penalty: 4927.801270
	Iteration 8Q: 3 clusters Score -1609408 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1609853.250000 Penalty: 4927.801270
	Iteration 9Q: 3 clusters Score -1609853 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1610120.500000 Penalty: 4927.801270
	Iteration 10Q: 3 clusters Score -1610120 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1610309.125000 Penalty: 4927.801270
	Iteration 11Q: 3 clusters Score -1610309 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1610440.250000 Penalty: 4927.801270
	Iteration 12Q: 3 clusters Score -1610440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1610524.250000 Penalty: 4927.801270
	Iteration 13Q: 3 clusters Score -1610524 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1610591.625000 Penalty: 4927.801270
	Iteration 14Q: 3 clusters Score -1610592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1610666.500000 Penalty: 4927.801270
	Iteration 15Q: 3 clusters Score -1610666 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1610746.875000 Penalty: 4927.801270
	Iteration 16Q: 3 clusters Score -1610747 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1610807.750000 Penalty: 4927.801270
	Iteration 17Q: 3 clusters Score -1610808 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1610882.625000 Penalty: 4927.801270
	Iteration 18Q: 3 clusters Score -1610883 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1610950.000000 Penalty: 4927.801270
	Iteration 19Q: 3 clusters Score -1610950 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1611016.125000 Penalty: 4927.801270
	Iteration 20F: 3 clusters Score -1611016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1611100.625000 Penalty: 4927.801270
	Iteration 21Q: 3 clusters Score -1611101 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1611165.875000 Penalty: 4927.801270
	Iteration 22Q: 3 clusters Score -1611166 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1611245.875000 Penalty: 4927.801270
	Iteration 23Q: 3 clusters Score -1611246 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1611320.375000 Penalty: 4927.801270
	Iteration 24Q: 3 clusters Score -1611320 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1611407.250000 Penalty: 4927.801270
	Iteration 25Q: 3 clusters Score -1611407 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1611504.625000 Penalty: 4927.801270
	Iteration 26Q: 3 clusters Score -1611505 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1611585.000000 Penalty: 4927.801270
	Iteration 27Q: 3 clusters Score -1611585 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1611660.000000 Penalty: 4927.801270
	Iteration 28Q: 3 clusters Score -1611660 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -1611722.125000 Penalty: 4927.801270
	Iteration 29Q: 3 clusters Score -1611722 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1611782.375000 Penalty: 4927.801270
	Iteration 30Q: 3 clusters Score -1611782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1611836.625000 Penalty: 4927.801270
	Iteration 31Q: 3 clusters Score -1611837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -1611887.875000 Penalty: 4927.801270
	Iteration 32Q: 3 clusters Score -1611888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1611926.750000 Penalty: 4927.801270
	Iteration 33Q: 3 clusters Score -1611927 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1611962.375000 Penalty: 4927.801270
	Iteration 34Q: 3 clusters Score -1611962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1611988.750000 Penalty: 4927.801270
	Iteration 35Q: 3 clusters Score -1611989 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1612013.500000 Penalty: 4927.801270
	Iteration 36Q: 3 clusters Score -1612014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1612040.625000 Penalty: 4927.801270
	Iteration 37Q: 3 clusters Score -1612041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1612059.250000 Penalty: 4927.801270
	Iteration 38Q: 3 clusters Score -1612059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1612077.875000 Penalty: 4927.801270
	Iteration 39Q: 3 clusters Score -1612078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1612107.250000 Penalty: 4927.801270
	Iteration 40F: 3 clusters Score -1612107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1612135.125000 Penalty: 4927.801270
	Iteration 41Q: 3 clusters Score -1612135 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1612165.125000 Penalty: 4927.801270
	Iteration 42Q: 3 clusters Score -1612165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1612179.000000 Penalty: 4927.801270
	Iteration 43Q: 3 clusters Score -1612179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1612200.250000 Penalty: 4927.801270
	Iteration 44Q: 3 clusters Score -1612200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1612207.375000 Penalty: 4927.801270
	Iteration 45Q: 3 clusters Score -1612207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1612215.125000 Penalty: 4927.801270
	Iteration 46Q: 3 clusters Score -1612215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1612226.125000 Penalty: 4927.801270
	Iteration 47Q: 3 clusters Score -1612226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1612231.875000 Penalty: 4927.801270
	Iteration 48Q: 3 clusters Score -1612232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1612242.125000 Penalty: 4927.801270
	Iteration 49Q: 3 clusters Score -1612242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1612251.250000 Penalty: 4927.801270
	Iteration 50Q: 3 clusters Score -1612251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1612261.500000 Penalty: 4927.801270
	Iteration 51Q: 3 clusters Score -1612262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -1612270.375000 Penalty: 4927.801270
	Iteration 52Q: 3 clusters Score -1612270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1612276.750000 Penalty: 4927.801270
	Iteration 53Q: 3 clusters Score -1612277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1612283.625000 Penalty: 4927.801270
	Iteration 54Q: 3 clusters Score -1612284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1612291.125000 Penalty: 4927.801270
	Iteration 55Q: 3 clusters Score -1612291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1612293.500000 Penalty: 4927.801270
	Iteration 56Q: 3 clusters Score -1612294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1612290.625000 Penalty: 4927.801270
	Iteration 57Q: 3 clusters Score -1612291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1612291.875000 Penalty: 4927.801270
	Iteration 58Q: 3 clusters Score -1612292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -1612293.500000 Penalty: 4927.801270
	Iteration 59Q: 3 clusters Score -1612294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1612297.375000 Penalty: 4927.801270
	Iteration 60F: 3 clusters Score -1612297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1612296.000000 Penalty: 4927.801270
	Iteration 61Q: 3 clusters Score -1612296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1612297.000000 Penalty: 4927.801270
	Iteration 62Q: 3 clusters Score -1612297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1612299.000000 Penalty: 4927.801270
	Iteration 63Q: 3 clusters Score -1612299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1612299.250000 Penalty: 4927.801270
	Iteration 64Q: 3 clusters Score -1612299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1612299.250000 Penalty: 4927.801270
	Iteration 65F: 3 clusters Score -1612299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1866406.875000 Penalty: 2496.975830
	Iteration 0F: 2 clusters Score -1866407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1850007.750000 Penalty: 4993.951660
	Iteration 0F: 3 clusters Score -1850008 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1855756.250000 Penalty: 4993.951660
	Iteration 1F: 3 clusters Score -1855756 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1856360.625000 Penalty: 4993.951660
	Iteration 2F: 3 clusters Score -1856361 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1856940.375000 Penalty: 4993.951660
	Iteration 3F: 3 clusters Score -1856940 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1857458.000000 Penalty: 4993.951660
	Iteration 4F: 3 clusters Score -1857458 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1857930.500000 Penalty: 4993.951660
	Iteration 5Q: 3 clusters Score -1857930 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1858480.125000 Penalty: 4993.951660
	Iteration 6Q: 3 clusters Score -1858480 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1859139.500000 Penalty: 4993.951660
	Iteration 7Q: 3 clusters Score -1859140 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1859917.875000 Penalty: 4993.951660
	Iteration 8F: 3 clusters Score -1859918 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1860802.750000 Penalty: 4993.951660
	Iteration 9F: 3 clusters Score -1860803 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1861699.500000 Penalty: 4993.951660
	Iteration 10Q: 3 clusters Score -1861700 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1862471.125000 Penalty: 4993.951660
	Iteration 11Q: 3 clusters Score -1862471 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -1863076.875000 Penalty: 4993.951660
	Iteration 12Q: 3 clusters Score -1863077 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -1863601.500000 Penalty: 4993.951660
	Iteration 13Q: 3 clusters Score -1863602 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -1864003.125000 Penalty: 4993.951660
	Iteration 14Q: 3 clusters Score -1864003 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1864354.125000 Penalty: 4993.951660
	Iteration 15Q: 3 clusters Score -1864354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1864605.000000 Penalty: 4993.951660
	Iteration 16Q: 3 clusters Score -1864605 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -1864801.875000 Penalty: 4993.951660
	Iteration 17Q: 3 clusters Score -1864802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -1864900.750000 Penalty: 4993.951660
	Iteration 18Q: 3 clusters Score -1864901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -1864950.625000 Penalty: 4993.951660
	Iteration 19Q: 3 clusters Score -1864951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -1864967.125000 Penalty: 4993.951660
	Iteration 20F: 3 clusters Score -1864967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1864977.750000 Penalty: 4993.951660
	Iteration 21Q: 3 clusters Score -1864978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -1864980.750000 Penalty: 4993.951660
	Iteration 22Q: 3 clusters Score -1864981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -1864987.375000 Penalty: 4993.951660
	Iteration 23Q: 3 clusters Score -1864987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1864990.750000 Penalty: 4993.951660
	Iteration 24Q: 3 clusters Score -1864991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1864994.250000 Penalty: 4993.951660
	Iteration 25Q: 3 clusters Score -1864994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1864993.000000 Penalty: 4993.951660
	Iteration 26Q: 3 clusters Score -1864993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1864994.750000 Penalty: 4993.951660
	Iteration 27Q: 3 clusters Score -1864995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1864993.625000 Penalty: 4993.951660
	Iteration 28Q: 3 clusters Score -1864994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -1864998.625000 Penalty: 4993.951660
	Iteration 29Q: 3 clusters Score -1864999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -1864998.750000 Penalty: 4993.951660
	Iteration 30Q: 3 clusters Score -1864999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -1864998.375000 Penalty: 4993.951660
	Iteration 31Q: 3 clusters Score -1864998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -1865000.500000 Penalty: 4993.951660
	Iteration 32Q: 3 clusters Score -1865000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1865001.875000 Penalty: 4993.951660
	Iteration 33Q: 3 clusters Score -1865002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1864997.875000 Penalty: 4993.951660
	Iteration 34Q: 3 clusters Score -1864998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1865001.125000 Penalty: 4993.951660
	Iteration 35Q: 3 clusters Score -1865001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1865001.125000 Penalty: 4993.951660
	Iteration 36F: 3 clusters Score -1865001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Entering Unmasked Estep 
Score: -2926086.250000 Penalty: 2597.113770
	Iteration 0F: 2 clusters Score -2926086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2902217.000000 Penalty: 5194.227539
	Iteration 0F: 3 clusters Score -2902217 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2910901.000000 Penalty: 5194.227539
	Iteration 1F: 3 clusters Score -2910901 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2911434.500000 Penalty: 5194.227539
	Iteration 2Q: 3 clusters Score -2911434 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2911970.000000 Penalty: 5194.227539
	Iteration 3Q: 3 clusters Score -2911970 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2912433.500000 Penalty: 5194.227539
	Iteration 4Q: 3 clusters Score -2912434 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2912938.250000 Penalty: 5194.227539
	Iteration 5Q: 3 clusters Score -2912938 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2913520.250000 Penalty: 5194.227539
	Iteration 6Q: 3 clusters Score -2913520 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2914141.500000 Penalty: 5194.227539
	Iteration 7Q: 3 clusters Score -2914142 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2914859.250000 Penalty: 5194.227539
	Iteration 8Q: 3 clusters Score -2914859 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2915709.750000 Penalty: 5194.227539
	Iteration 9Q: 3 clusters Score -2915710 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2916802.000000 Penalty: 5194.227539
	Iteration 10Q: 3 clusters Score -2916802 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2918052.000000 Penalty: 5194.227539
	Iteration 11F: 3 clusters Score -2918052 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2919086.750000 Penalty: 5194.227539
	Iteration 12Q: 3 clusters Score -2919087 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2919688.250000 Penalty: 5194.227539
	Iteration 13Q: 3 clusters Score -2919688 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2919967.000000 Penalty: 5194.227539
	Iteration 14Q: 3 clusters Score -2919967 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2920098.750000 Penalty: 5194.227539
	Iteration 15Q: 3 clusters Score -2920099 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2920205.250000 Penalty: 5194.227539
	Iteration 16Q: 3 clusters Score -2920205 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2920310.250000 Penalty: 5194.227539
	Iteration 17Q: 3 clusters Score -2920310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2920374.000000 Penalty: 5194.227539
	Iteration 18Q: 3 clusters Score -2920374 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2920423.250000 Penalty: 5194.227539
	Iteration 19Q: 3 clusters Score -2920423 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2920475.250000 Penalty: 5194.227539
	Iteration 20F: 3 clusters Score -2920475 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2920507.250000 Penalty: 5194.227539
	Iteration 21Q: 3 clusters Score -2920507 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2920551.500000 Penalty: 5194.227539
	Iteration 22Q: 3 clusters Score -2920552 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2920582.000000 Penalty: 5194.227539
	Iteration 23Q: 3 clusters Score -2920582 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2920632.000000 Penalty: 5194.227539
	Iteration 24Q: 3 clusters Score -2920632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2920659.000000 Penalty: 5194.227539
	Iteration 25Q: 3 clusters Score -2920659 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2920685.250000 Penalty: 5194.227539
	Iteration 26Q: 3 clusters Score -2920685 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2920712.750000 Penalty: 5194.227539
	Iteration 27Q: 3 clusters Score -2920713 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2920741.750000 Penalty: 5194.227539
	Iteration 28Q: 3 clusters Score -2920742 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2920767.250000 Penalty: 5194.227539
	Iteration 29Q: 3 clusters Score -2920767 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2920782.000000 Penalty: 5194.227539
	Iteration 30Q: 3 clusters Score -2920782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2920796.750000 Penalty: 5194.227539
	Iteration 31Q: 3 clusters Score -2920797 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2920823.250000 Penalty: 5194.227539
	Iteration 32Q: 3 clusters Score -2920823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2920848.250000 Penalty: 5194.227539
	Iteration 33Q: 3 clusters Score -2920848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2920865.250000 Penalty: 5194.227539
	Iteration 34Q: 3 clusters Score -2920865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2920893.750000 Penalty: 5194.227539
	Iteration 35Q: 3 clusters Score -2920894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2920928.500000 Penalty: 5194.227539
	Iteration 36Q: 3 clusters Score -2920928 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2920952.250000 Penalty: 5194.227539
	Iteration 37Q: 3 clusters Score -2920952 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2920980.500000 Penalty: 5194.227539
	Iteration 38Q: 3 clusters Score -2920980 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2921003.750000 Penalty: 5194.227539
	Iteration 39Q: 3 clusters Score -2921004 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2921019.250000 Penalty: 5194.227539
	Iteration 40F: 3 clusters Score -2921019 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2921054.750000 Penalty: 5194.227539
	Iteration 41Q: 3 clusters Score -2921055 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -2921083.500000 Penalty: 5194.227539
	Iteration 42Q: 3 clusters Score -2921084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2921128.750000 Penalty: 5194.227539
	Iteration 43Q: 3 clusters Score -2921129 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2921189.250000 Penalty: 5194.227539
	Iteration 44Q: 3 clusters Score -2921189 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2921230.250000 Penalty: 5194.227539
	Iteration 45Q: 3 clusters Score -2921230 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2921281.000000 Penalty: 5194.227539
	Iteration 46Q: 3 clusters Score -2921281 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2921353.000000 Penalty: 5194.227539
	Iteration 47Q: 3 clusters Score -2921353 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2921422.500000 Penalty: 5194.227539
	Iteration 48Q: 3 clusters Score -2921422 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2921517.750000 Penalty: 5194.227539
	Iteration 49Q: 3 clusters Score -2921518 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2921601.750000 Penalty: 5194.227539
	Iteration 50Q: 3 clusters Score -2921602 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2921728.750000 Penalty: 5194.227539
	Iteration 51Q: 3 clusters Score -2921729 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -2921849.750000 Penalty: 5194.227539
	Iteration 52Q: 3 clusters Score -2921850 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2921962.750000 Penalty: 5194.227539
	Iteration 53Q: 3 clusters Score -2921963 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -2922041.500000 Penalty: 5194.227539
	Iteration 54Q: 3 clusters Score -2922042 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -2922145.000000 Penalty: 5194.227539
	Iteration 55Q: 3 clusters Score -2922145 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -2922229.500000 Penalty: 5194.227539
	Iteration 56Q: 3 clusters Score -2922230 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -2922301.000000 Penalty: 5194.227539
	Iteration 57Q: 3 clusters Score -2922301 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -2922375.500000 Penalty: 5194.227539
	Iteration 58Q: 3 clusters Score -2922376 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2922453.750000 Penalty: 5194.227539
	Iteration 59Q: 3 clusters Score -2922454 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -2922518.000000 Penalty: 5194.227539
	Iteration 60F: 3 clusters Score -2922518 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -2922617.000000 Penalty: 5194.227539
	Iteration 61Q: 3 clusters Score -2922617 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -2922723.250000 Penalty: 5194.227539
	Iteration 62Q: 3 clusters Score -2922723 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -2922817.000000 Penalty: 5194.227539
	Iteration 63Q: 3 clusters Score -2922817 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -2922926.250000 Penalty: 5194.227539
	Iteration 64Q: 3 clusters Score -2922926 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -2923007.500000 Penalty: 5194.227539
	Iteration 65Q: 3 clusters Score -2923008 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -2923073.750000 Penalty: 5194.227539
	Iteration 66Q: 3 clusters Score -2923074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -2923142.000000 Penalty: 5194.227539
	Iteration 67Q: 3 clusters Score -2923142 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -2923193.500000 Penalty: 5194.227539
	Iteration 68Q: 3 clusters Score -2923194 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -2923226.750000 Penalty: 5194.227539
	Iteration 69Q: 3 clusters Score -2923227 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -2923283.750000 Penalty: 5194.227539
	Iteration 70Q: 3 clusters Score -2923284 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -2923346.250000 Penalty: 5194.227539
	Iteration 71Q: 3 clusters Score -2923346 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -2923406.500000 Penalty: 5194.227539
	Iteration 72Q: 3 clusters Score -2923406 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -2923465.250000 Penalty: 5194.227539
	Iteration 73Q: 3 clusters Score -2923465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -2923528.250000 Penalty: 5194.227539
	Iteration 74Q: 3 clusters Score -2923528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -2923573.000000 Penalty: 5194.227539
	Iteration 75Q: 3 clusters Score -2923573 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -2923616.250000 Penalty: 5194.227539
	Iteration 76Q: 3 clusters Score -2923616 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -2923664.000000 Penalty: 5194.227539
	Iteration 77Q: 3 clusters Score -2923664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -2923708.250000 Penalty: 5194.227539
	Iteration 78Q: 3 clusters Score -2923708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -2923749.250000 Penalty: 5194.227539
	Iteration 79Q: 3 clusters Score -2923749 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -2923791.000000 Penalty: 5194.227539
	Iteration 80F: 3 clusters Score -2923791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -2923822.750000 Penalty: 5194.227539
	Iteration 81Q: 3 clusters Score -2923823 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -2923858.500000 Penalty: 5194.227539
	Iteration 82Q: 3 clusters Score -2923858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -2923891.500000 Penalty: 5194.227539
	Iteration 83Q: 3 clusters Score -2923892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -2923927.250000 Penalty: 5194.227539
	Iteration 84Q: 3 clusters Score -2923927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -2923954.750000 Penalty: 5194.227539
	Iteration 85Q: 3 clusters Score -2923955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -2923976.750000 Penalty: 5194.227539
	Iteration 86Q: 3 clusters Score -2923977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -2923996.500000 Penalty: 5194.227539
	Iteration 87Q: 3 clusters Score -2923996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -2924016.500000 Penalty: 5194.227539
	Iteration 88Q: 3 clusters Score -2924016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -2924029.750000 Penalty: 5194.227539
	Iteration 89Q: 3 clusters Score -2924030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -2924038.750000 Penalty: 5194.227539
	Iteration 90Q: 3 clusters Score -2924039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -2924043.250000 Penalty: 5194.227539
	Iteration 91Q: 3 clusters Score -2924043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -2924048.750000 Penalty: 5194.227539
	Iteration 92Q: 3 clusters Score -2924049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -2924055.000000 Penalty: 5194.227539
	Iteration 93Q: 3 clusters Score -2924055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -2924061.750000 Penalty: 5194.227539
	Iteration 94Q: 3 clusters Score -2924062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -2924067.500000 Penalty: 5194.227539
	Iteration 95Q: 3 clusters Score -2924068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -2924065.750000 Penalty: 5194.227539
	Iteration 96Q: 3 clusters Score -2924066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -2924069.750000 Penalty: 5194.227539
	Iteration 97Q: 3 clusters Score -2924070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -2924074.250000 Penalty: 5194.227539
	Iteration 98Q: 3 clusters Score -2924074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2924076.000000 Penalty: 5194.227539
	Iteration 99Q: 3 clusters Score -2924076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -2924073.750000 Penalty: 5194.227539
	Iteration 100F: 3 clusters Score -2924074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -2924078.500000 Penalty: 5194.227539
	Iteration 101Q: 3 clusters Score -2924078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -2924076.000000 Penalty: 5194.227539
	Iteration 102Q: 3 clusters Score -2924076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -2924076.000000 Penalty: 5194.227539
	Iteration 103F: 3 clusters Score -2924076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Entering Unmasked Estep 
Score: -2802638.500000 Penalty: 2589.035400
	Iteration 0F: 2 clusters Score -2802638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2779310.750000 Penalty: 5178.070801
	Iteration 0F: 3 clusters Score -2779311 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2787850.000000 Penalty: 5178.070801
	Iteration 1F: 3 clusters Score -2787850 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2788567.000000 Penalty: 5178.070801
	Iteration 2F: 3 clusters Score -2788567 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2789477.750000 Penalty: 5178.070801
	Iteration 3F: 3 clusters Score -2789478 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2790705.000000 Penalty: 5178.070801
	Iteration 4F: 3 clusters Score -2790705 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2792366.750000 Penalty: 5178.070801
	Iteration 5F: 3 clusters Score -2792367 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2794551.500000 Penalty: 5178.070801
	Iteration 6F: 3 clusters Score -2794552 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2796628.000000 Penalty: 5178.070801
	Iteration 7F: 3 clusters Score -2796628 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2798105.250000 Penalty: 5178.070801
	Iteration 8Q: 3 clusters Score -2798105 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2799090.250000 Penalty: 5178.070801
	Iteration 9Q: 3 clusters Score -2799090 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2799646.250000 Penalty: 5178.070801
	Iteration 10Q: 3 clusters Score -2799646 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2799966.500000 Penalty: 5178.070801
	Iteration 11Q: 3 clusters Score -2799966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2800130.000000 Penalty: 5178.070801
	Iteration 12Q: 3 clusters Score -2800130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2800207.500000 Penalty: 5178.070801
	Iteration 13Q: 3 clusters Score -2800208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2800261.000000 Penalty: 5178.070801
	Iteration 14Q: 3 clusters Score -2800261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2800309.500000 Penalty: 5178.070801
	Iteration 15Q: 3 clusters Score -2800310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2800354.250000 Penalty: 5178.070801
	Iteration 16Q: 3 clusters Score -2800354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2800377.750000 Penalty: 5178.070801
	Iteration 17Q: 3 clusters Score -2800378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2800388.750000 Penalty: 5178.070801
	Iteration 18Q: 3 clusters Score -2800389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2800401.000000 Penalty: 5178.070801
	Iteration 19Q: 3 clusters Score -2800401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2800414.250000 Penalty: 5178.070801
	Iteration 20F: 3 clusters Score -2800414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2800420.750000 Penalty: 5178.070801
	Iteration 21Q: 3 clusters Score -2800421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2800423.750000 Penalty: 5178.070801
	Iteration 22Q: 3 clusters Score -2800424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2800426.000000 Penalty: 5178.070801
	Iteration 23Q: 3 clusters Score -2800426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2800430.750000 Penalty: 5178.070801
	Iteration 24Q: 3 clusters Score -2800431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2800436.500000 Penalty: 5178.070801
	Iteration 25Q: 3 clusters Score -2800436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2800439.500000 Penalty: 5178.070801
	Iteration 26Q: 3 clusters Score -2800440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2800440.750000 Penalty: 5178.070801
	Iteration 27Q: 3 clusters Score -2800441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2800446.000000 Penalty: 5178.070801
	Iteration 28Q: 3 clusters Score -2800446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2800447.000000 Penalty: 5178.070801
	Iteration 29Q: 3 clusters Score -2800447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2800448.250000 Penalty: 5178.070801
	Iteration 30Q: 3 clusters Score -2800448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2800448.000000 Penalty: 5178.070801
	Iteration 31Q: 3 clusters Score -2800448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2800448.000000 Penalty: 5178.070801
	Iteration 32Q: 3 clusters Score -2800448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2800448.000000 Penalty: 5178.070801
	Iteration 33F: 3 clusters Score -2800448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Entering Unmasked Estep 
Score: -2354105.000000 Penalty: 2542.529541
	Iteration 0F: 2 clusters Score -2354105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2334482.500000 Penalty: 5085.059082
	Iteration 0F: 3 clusters Score -2334482 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2341236.250000 Penalty: 5085.059082
	Iteration 1F: 3 clusters Score -2341236 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2341620.000000 Penalty: 5085.059082
	Iteration 2Q: 3 clusters Score -2341620 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2341963.750000 Penalty: 5085.059082
	Iteration 3Q: 3 clusters Score -2341964 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2342287.500000 Penalty: 5085.059082
	Iteration 4Q: 3 clusters Score -2342288 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2342635.750000 Penalty: 5085.059082
	Iteration 5Q: 3 clusters Score -2342636 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2343040.750000 Penalty: 5085.059082
	Iteration 6Q: 3 clusters Score -2343041 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2343556.000000 Penalty: 5085.059082
	Iteration 7Q: 3 clusters Score -2343556 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2344275.250000 Penalty: 5085.059082
	Iteration 8Q: 3 clusters Score -2344275 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2345353.000000 Penalty: 5085.059082
	Iteration 9F: 3 clusters Score -2345353 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2346802.000000 Penalty: 5085.059082
	Iteration 10F: 3 clusters Score -2346802 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2348290.500000 Penalty: 5085.059082
	Iteration 11F: 3 clusters Score -2348290 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2349475.500000 Penalty: 5085.059082
	Iteration 12Q: 3 clusters Score -2349476 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2350369.500000 Penalty: 5085.059082
	Iteration 13Q: 3 clusters Score -2350370 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2350939.500000 Penalty: 5085.059082
	Iteration 14Q: 3 clusters Score -2350940 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2351318.250000 Penalty: 5085.059082
	Iteration 15Q: 3 clusters Score -2351318 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2351534.500000 Penalty: 5085.059082
	Iteration 16Q: 3 clusters Score -2351534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2351671.750000 Penalty: 5085.059082
	Iteration 17Q: 3 clusters Score -2351672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2351757.500000 Penalty: 5085.059082
	Iteration 18Q: 3 clusters Score -2351758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2351828.750000 Penalty: 5085.059082
	Iteration 19Q: 3 clusters Score -2351829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2351860.000000 Penalty: 5085.059082
	Iteration 20F: 3 clusters Score -2351860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2351891.000000 Penalty: 5085.059082
	Iteration 21Q: 3 clusters Score -2351891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2351911.750000 Penalty: 5085.059082
	Iteration 22Q: 3 clusters Score -2351912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2351930.750000 Penalty: 5085.059082
	Iteration 23Q: 3 clusters Score -2351931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2351944.750000 Penalty: 5085.059082
	Iteration 24Q: 3 clusters Score -2351945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2351956.500000 Penalty: 5085.059082
	Iteration 25Q: 3 clusters Score -2351956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2351967.500000 Penalty: 5085.059082
	Iteration 26Q: 3 clusters Score -2351968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2351976.250000 Penalty: 5085.059082
	Iteration 27Q: 3 clusters Score -2351976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2351986.750000 Penalty: 5085.059082
	Iteration 28Q: 3 clusters Score -2351987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2351998.750000 Penalty: 5085.059082
	Iteration 29Q: 3 clusters Score -2351999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2352007.000000 Penalty: 5085.059082
	Iteration 30Q: 3 clusters Score -2352007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2352008.500000 Penalty: 5085.059082
	Iteration 31Q: 3 clusters Score -2352008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2352012.250000 Penalty: 5085.059082
	Iteration 32Q: 3 clusters Score -2352012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2352016.250000 Penalty: 5085.059082
	Iteration 33Q: 3 clusters Score -2352016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2352017.000000 Penalty: 5085.059082
	Iteration 34Q: 3 clusters Score -2352017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2352020.000000 Penalty: 5085.059082
	Iteration 35Q: 3 clusters Score -2352020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2352019.500000 Penalty: 5085.059082
	Iteration 36Q: 3 clusters Score -2352020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2352019.500000 Penalty: 5085.059082
	Iteration 37Q: 3 clusters Score -2352020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2352019.750000 Penalty: 5085.059082
	Iteration 38Q: 3 clusters Score -2352020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2352022.000000 Penalty: 5085.059082
	Iteration 39Q: 3 clusters Score -2352022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2352027.000000 Penalty: 5085.059082
	Iteration 40F: 3 clusters Score -2352027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2352030.750000 Penalty: 5085.059082
	Iteration 41Q: 3 clusters Score -2352031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2352033.000000 Penalty: 5085.059082
	Iteration 42Q: 3 clusters Score -2352033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2352032.750000 Penalty: 5085.059082
	Iteration 43Q: 3 clusters Score -2352033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2352032.750000 Penalty: 5085.059082
	Iteration 44F: 3 clusters Score -2352033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Entering Unmasked Estep 
Score: -4218905.500000 Penalty: 2689.370605
	Iteration 0F: 2 clusters Score -4218906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4184241.500000 Penalty: 5378.741211
	Iteration 0F: 3 clusters Score -4184242 nChanged 23674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -4197535.000000 Penalty: 5378.741211
	Iteration 1F: 3 clusters Score -4197535 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4198126.000000 Penalty: 5378.741211
	Iteration 2Q: 3 clusters Score -4198126 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4198706.000000 Penalty: 5378.741211
	Iteration 3Q: 3 clusters Score -4198706 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4199367.500000 Penalty: 5378.741211
	Iteration 4Q: 3 clusters Score -4199368 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4200167.000000 Penalty: 5378.741211
	Iteration 5Q: 3 clusters Score -4200167 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4201133.000000 Penalty: 5378.741211
	Iteration 6Q: 3 clusters Score -4201133 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4202490.500000 Penalty: 5378.741211
	Iteration 7Q: 3 clusters Score -4202490 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -4204308.000000 Penalty: 5378.741211
	Iteration 8F: 3 clusters Score -4204308 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4206554.500000 Penalty: 5378.741211
	Iteration 9F: 3 clusters Score -4206554 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4208835.000000 Penalty: 5378.741211
	Iteration 10F: 3 clusters Score -4208835 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4210905.500000 Penalty: 5378.741211
	Iteration 11F: 3 clusters Score -4210906 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4212670.000000 Penalty: 5378.741211
	Iteration 12Q: 3 clusters Score -4212670 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4213940.500000 Penalty: 5378.741211
	Iteration 13Q: 3 clusters Score -4213940 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4214876.000000 Penalty: 5378.741211
	Iteration 14Q: 3 clusters Score -4214876 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4215477.000000 Penalty: 5378.741211
	Iteration 15Q: 3 clusters Score -4215477 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4215876.500000 Penalty: 5378.741211
	Iteration 16Q: 3 clusters Score -4215876 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4216110.000000 Penalty: 5378.741211
	Iteration 17Q: 3 clusters Score -4216110 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4216281.000000 Penalty: 5378.741211
	Iteration 18Q: 3 clusters Score -4216281 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4216389.000000 Penalty: 5378.741211
	Iteration 19Q: 3 clusters Score -4216389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4216471.500000 Penalty: 5378.741211
	Iteration 20F: 3 clusters Score -4216472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4216534.000000 Penalty: 5378.741211
	Iteration 21Q: 3 clusters Score -4216534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4216567.500000 Penalty: 5378.741211
	Iteration 22Q: 3 clusters Score -4216568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4216602.000000 Penalty: 5378.741211
	Iteration 23Q: 3 clusters Score -4216602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4216620.500000 Penalty: 5378.741211
	Iteration 24Q: 3 clusters Score -4216620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4216629.500000 Penalty: 5378.741211
	Iteration 25Q: 3 clusters Score -4216630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4216631.500000 Penalty: 5378.741211
	Iteration 26Q: 3 clusters Score -4216632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4216640.500000 Penalty: 5378.741211
	Iteration 27Q: 3 clusters Score -4216640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4216642.500000 Penalty: 5378.741211
	Iteration 28Q: 3 clusters Score -4216642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4216651.500000 Penalty: 5378.741211
	Iteration 29Q: 3 clusters Score -4216652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4216654.000000 Penalty: 5378.741211
	Iteration 30Q: 3 clusters Score -4216654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4216656.500000 Penalty: 5378.741211
	Iteration 31Q: 3 clusters Score -4216656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4216661.500000 Penalty: 5378.741211
	Iteration 32Q: 3 clusters Score -4216662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4216661.000000 Penalty: 5378.741211
	Iteration 33Q: 3 clusters Score -4216661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4216665.000000 Penalty: 5378.741211
	Iteration 34Q: 3 clusters Score -4216665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4216669.000000 Penalty: 5378.741211
	Iteration 35Q: 3 clusters Score -4216669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4216671.500000 Penalty: 5378.741211
	Iteration 36Q: 3 clusters Score -4216672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4216671.500000 Penalty: 5378.741211
	Iteration 37F: 3 clusters Score -4216672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Entering Unmasked Estep 
Score: -1515920.750000 Penalty: 2445.734375
	Iteration 0F: 2 clusters Score -1515921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1502295.125000 Penalty: 4891.468750
	Iteration 0F: 3 clusters Score -1502295 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1506823.625000 Penalty: 4891.468750
	Iteration 1F: 3 clusters Score -1506824 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1507160.625000 Penalty: 4891.468750
	Iteration 2F: 3 clusters Score -1507161 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1507515.875000 Penalty: 4891.468750
	Iteration 3Q: 3 clusters Score -1507516 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1507895.375000 Penalty: 4891.468750
	Iteration 4Q: 3 clusters Score -1507895 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1508387.000000 Penalty: 4891.468750
	Iteration 5Q: 3 clusters Score -1508387 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1509091.750000 Penalty: 4891.468750
	Iteration 6F: 3 clusters Score -1509092 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1510104.000000 Penalty: 4891.468750
	Iteration 7F: 3 clusters Score -1510104 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1511249.125000 Penalty: 4891.468750
	Iteration 8F: 3 clusters Score -1511249 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1512332.500000 Penalty: 4891.468750
	Iteration 9F: 3 clusters Score -1512332 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1513053.875000 Penalty: 4891.468750
	Iteration 10Q: 3 clusters Score -1513054 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1513495.500000 Penalty: 4891.468750
	Iteration 11Q: 3 clusters Score -1513496 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1513763.125000 Penalty: 4891.468750
	Iteration 12Q: 3 clusters Score -1513763 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1513919.000000 Penalty: 4891.468750
	Iteration 13Q: 3 clusters Score -1513919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1514029.625000 Penalty: 4891.468750
	Iteration 14Q: 3 clusters Score -1514030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1514111.125000 Penalty: 4891.468750
	Iteration 15Q: 3 clusters Score -1514111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1514164.625000 Penalty: 4891.468750
	Iteration 16Q: 3 clusters Score -1514165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -1514203.750000 Penalty: 4891.468750
	Iteration 17Q: 3 clusters Score -1514204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1514227.625000 Penalty: 4891.468750
	Iteration 18Q: 3 clusters Score -1514228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1514242.625000 Penalty: 4891.468750
	Iteration 19Q: 3 clusters Score -1514243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1514256.250000 Penalty: 4891.468750
	Iteration 20F: 3 clusters Score -1514256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1514269.500000 Penalty: 4891.468750
	Iteration 21Q: 3 clusters Score -1514270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1514275.750000 Penalty: 4891.468750
	Iteration 22Q: 3 clusters Score -1514276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1514282.125000 Penalty: 4891.468750
	Iteration 23Q: 3 clusters Score -1514282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1514286.375000 Penalty: 4891.468750
	Iteration 24Q: 3 clusters Score -1514286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1514290.250000 Penalty: 4891.468750
	Iteration 25Q: 3 clusters Score -1514290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1514295.875000 Penalty: 4891.468750
	Iteration 26Q: 3 clusters Score -1514296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1514299.500000 Penalty: 4891.468750
	Iteration 27Q: 3 clusters Score -1514300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1514301.375000 Penalty: 4891.468750
	Iteration 28Q: 3 clusters Score -1514301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1514302.125000 Penalty: 4891.468750
	Iteration 29Q: 3 clusters Score -1514302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1514305.250000 Penalty: 4891.468750
	Iteration 30Q: 3 clusters Score -1514305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1514303.000000 Penalty: 4891.468750
	Iteration 31Q: 3 clusters Score -1514303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1514304.000000 Penalty: 4891.468750
	Iteration 32Q: 3 clusters Score -1514304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1514304.000000 Penalty: 4891.468750
	Iteration 33F: 3 clusters Score -1514304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -299613.843750 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -299613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -295781.593750 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -295781.6 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -296646.906250 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -296646.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -296833.000000 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -296833 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -296938.687500 Penalty: 4105.091797
	Iteration 3Q: 3 clusters Score -296938.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -297023.781250 Penalty: 4105.091797
	Iteration 4Q: 3 clusters Score -297023.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -297097.437500 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -297097.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -297167.625000 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -297167.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -297237.406250 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -297237.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -297308.125000 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -297308.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -297381.093750 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -297381.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -297437.875000 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -297437.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -297489.968750 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -297490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -297548.781250 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -297548.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -297595.156250 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -297595.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -297640.656250 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -297640.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -297674.968750 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -297675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -297708.531250 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -297708.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -297747.406250 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -297747.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -297775.593750 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -297775.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -297800.593750 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -297800.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -297824.031250 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -297824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -297845.125000 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -297845.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -297872.468750 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -297872.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -297902.937500 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -297902.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -297927.437500 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -297927.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -297947.250000 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -297947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -297959.093750 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -297959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -297966.375000 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -297966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -297968.250000 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -297968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -297970.218750 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -297970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -297972.312500 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -297972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -297973.312500 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -297973.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -297973.312500 Penalty: 4105.091797
	Iteration 32F: 3 clusters Score -297973.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Entering Unmasked Estep 
Score: -3007323.750000 Penalty: 2617.699463
	Iteration 0F: 2 clusters Score -3007324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2981295.000000 Penalty: 5235.398926
	Iteration 0F: 3 clusters Score -2981295 nChanged 17391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2991097.000000 Penalty: 5235.398926
	Iteration 1F: 3 clusters Score -2991097 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2991759.750000 Penalty: 5235.398926
	Iteration 2Q: 3 clusters Score -2991760 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2992568.000000 Penalty: 5235.398926
	Iteration 3Q: 3 clusters Score -2992568 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2993638.750000 Penalty: 5235.398926
	Iteration 4F: 3 clusters Score -2993639 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -2995156.250000 Penalty: 5235.398926
	Iteration 5F: 3 clusters Score -2995156 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -2997212.500000 Penalty: 5235.398926
	Iteration 6F: 3 clusters Score -2997212 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -2999483.250000 Penalty: 5235.398926
	Iteration 7F: 3 clusters Score -2999483 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -3001586.000000 Penalty: 5235.398926
	Iteration 8F: 3 clusters Score -3001586 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3003162.500000 Penalty: 5235.398926
	Iteration 9Q: 3 clusters Score -3003162 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -3004129.500000 Penalty: 5235.398926
	Iteration 10Q: 3 clusters Score -3004130 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -3004595.750000 Penalty: 5235.398926
	Iteration 11Q: 3 clusters Score -3004596 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -3004826.750000 Penalty: 5235.398926
	Iteration 12Q: 3 clusters Score -3004827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -3004955.250000 Penalty: 5235.398926
	Iteration 13Q: 3 clusters Score -3004955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -3005055.500000 Penalty: 5235.398926
	Iteration 14Q: 3 clusters Score -3005056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -3005119.000000 Penalty: 5235.398926
	Iteration 15Q: 3 clusters Score -3005119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -3005161.250000 Penalty: 5235.398926
	Iteration 16Q: 3 clusters Score -3005161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3005191.500000 Penalty: 5235.398926
	Iteration 17Q: 3 clusters Score -3005192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3005211.750000 Penalty: 5235.398926
	Iteration 18Q: 3 clusters Score -3005212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -3005225.000000 Penalty: 5235.398926
	Iteration 19Q: 3 clusters Score -3005225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -3005235.500000 Penalty: 5235.398926
	Iteration 20F: 3 clusters Score -3005236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -3005248.250000 Penalty: 5235.398926
	Iteration 21Q: 3 clusters Score -3005248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3005254.750000 Penalty: 5235.398926
	Iteration 22Q: 3 clusters Score -3005255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -3005250.500000 Penalty: 5235.398926
	Iteration 23Q: 3 clusters Score -3005250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3005255.250000 Penalty: 5235.398926
	Iteration 24Q: 3 clusters Score -3005255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3005257.500000 Penalty: 5235.398926
	Iteration 25Q: 3 clusters Score -3005258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3005255.250000 Penalty: 5235.398926
	Iteration 26Q: 3 clusters Score -3005255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -3005253.250000 Penalty: 5235.398926
	Iteration 27Q: 3 clusters Score -3005253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3005264.750000 Penalty: 5235.398926
	Iteration 28Q: 3 clusters Score -3005265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3005268.500000 Penalty: 5235.398926
	Iteration 29Q: 3 clusters Score -3005268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3005267.750000 Penalty: 5235.398926
	Iteration 30Q: 3 clusters Score -3005268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3005270.000000 Penalty: 5235.398926
	Iteration 31Q: 3 clusters Score -3005270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3005271.500000 Penalty: 5235.398926
	Iteration 32Q: 3 clusters Score -3005272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3005271.500000 Penalty: 5235.398926
	Iteration 33F: 3 clusters Score -3005272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -344830.531250 Penalty: 2080.730225
	Iteration 0F: 2 clusters Score -344830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -340678.093750 Penalty: 4161.460449
	Iteration 0F: 3 clusters Score -340678.1 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -341597.187500 Penalty: 4161.460449
	Iteration 1F: 3 clusters Score -341597.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -341805.718750 Penalty: 4161.460449
	Iteration 2F: 3 clusters Score -341805.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -341909.875000 Penalty: 4161.460449
	Iteration 3Q: 3 clusters Score -341909.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -341980.218750 Penalty: 4161.460449
	Iteration 4Q: 3 clusters Score -341980.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -342036.125000 Penalty: 4161.460449
	Iteration 5Q: 3 clusters Score -342036.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -342073.718750 Penalty: 4161.460449
	Iteration 6Q: 3 clusters Score -342073.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -342098.281250 Penalty: 4161.460449
	Iteration 7Q: 3 clusters Score -342098.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -342123.031250 Penalty: 4161.460449
	Iteration 8Q: 3 clusters Score -342123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -342137.843750 Penalty: 4161.460449
	Iteration 9Q: 3 clusters Score -342137.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -342146.687500 Penalty: 4161.460449
	Iteration 10Q: 3 clusters Score -342146.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -342157.687500 Penalty: 4161.460449
	Iteration 11Q: 3 clusters Score -342157.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -342168.062500 Penalty: 4161.460449
	Iteration 12Q: 3 clusters Score -342168.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -342178.875000 Penalty: 4161.460449
	Iteration 13Q: 3 clusters Score -342178.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -342187.062500 Penalty: 4161.460449
	Iteration 14Q: 3 clusters Score -342187.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -342192.468750 Penalty: 4161.460449
	Iteration 15Q: 3 clusters Score -342192.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -342198.218750 Penalty: 4161.460449
	Iteration 16Q: 3 clusters Score -342198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -342200.500000 Penalty: 4161.460449
	Iteration 17Q: 3 clusters Score -342200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -342201.812500 Penalty: 4161.460449
	Iteration 18Q: 3 clusters Score -342201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -342203.750000 Penalty: 4161.460449
	Iteration 19Q: 3 clusters Score -342203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -342204.687500 Penalty: 4161.460449
	Iteration 20F: 3 clusters Score -342204.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -342204.562500 Penalty: 4161.460449
	Iteration 21Q: 3 clusters Score -342204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -342206.593750 Penalty: 4161.460449
	Iteration 22Q: 3 clusters Score -342206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -342208.156250 Penalty: 4161.460449
	Iteration 23Q: 3 clusters Score -342208.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -342208.875000 Penalty: 4161.460449
	Iteration 24Q: 3 clusters Score -342208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -342208.875000 Penalty: 4161.460449
	Iteration 25F: 3 clusters Score -342208.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -432989.437500 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -432989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -427990.093750 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -427990.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -429354.343750 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -429354.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -429741.781250 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -429741.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -430023.843750 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -430023.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -430265.687500 Penalty: 4290.647461
	Iteration 4F: 3 clusters Score -430265.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -430490.250000 Penalty: 4290.647461
	Iteration 5F: 3 clusters Score -430490.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -430698.843750 Penalty: 4290.647461
	Iteration 6F: 3 clusters Score -430698.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -430883.312500 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -430883.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -431034.125000 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -431034.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -431184.125000 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -431184.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -431289.031250 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -431289 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -431362.750000 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -431362.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -431420.375000 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -431420.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -431459.187500 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -431459.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -431487.000000 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -431487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -431522.125000 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -431522.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -431556.312500 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -431556.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -431597.312500 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -431597.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -431647.343750 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -431647.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -431690.906250 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -431690.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -431734.031250 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -431734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -431768.218750 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -431768.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -431794.343750 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -431794.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -431822.718750 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -431822.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -431843.937500 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -431843.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -431859.468750 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -431859.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -431876.906250 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -431876.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -431886.218750 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -431886.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -431892.250000 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -431892.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -431900.500000 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -431900.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -431909.562500 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -431909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -431917.593750 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -431917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -431924.156250 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -431924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -431931.500000 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -431931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -431935.750000 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -431935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -431940.812500 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -431940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -431945.281250 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -431945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -431949.843750 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -431949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -431955.375000 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -431955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -431962.156250 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -431962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -431964.250000 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -431964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -431965.843750 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -431965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -431965.843750 Penalty: 4290.647461
	Iteration 42F: 3 clusters Score -431965.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Entering Unmasked Estep 
Score: -1573833.250000 Penalty: 2443.461670
	Iteration 0F: 2 clusters Score -1573833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1560338.250000 Penalty: 4886.923340
	Iteration 0F: 3 clusters Score -1560338 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1564775.875000 Penalty: 4886.923340
	Iteration 1F: 3 clusters Score -1564776 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1565113.500000 Penalty: 4886.923340
	Iteration 2F: 3 clusters Score -1565114 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1565388.125000 Penalty: 4886.923340
	Iteration 3Q: 3 clusters Score -1565388 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1565673.250000 Penalty: 4886.923340
	Iteration 4Q: 3 clusters Score -1565673 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1565981.250000 Penalty: 4886.923340
	Iteration 5Q: 3 clusters Score -1565981 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1566359.750000 Penalty: 4886.923340
	Iteration 6Q: 3 clusters Score -1566360 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1566862.500000 Penalty: 4886.923340
	Iteration 7Q: 3 clusters Score -1566862 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1567540.125000 Penalty: 4886.923340
	Iteration 8F: 3 clusters Score -1567540 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1568358.375000 Penalty: 4886.923340
	Iteration 9F: 3 clusters Score -1568358 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1569256.125000 Penalty: 4886.923340
	Iteration 10F: 3 clusters Score -1569256 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1570093.000000 Penalty: 4886.923340
	Iteration 11Q: 3 clusters Score -1570093 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1570707.000000 Penalty: 4886.923340
	Iteration 12Q: 3 clusters Score -1570707 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1571161.500000 Penalty: 4886.923340
	Iteration 13Q: 3 clusters Score -1571162 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1571450.125000 Penalty: 4886.923340
	Iteration 14Q: 3 clusters Score -1571450 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1571630.625000 Penalty: 4886.923340
	Iteration 15Q: 3 clusters Score -1571631 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1571724.375000 Penalty: 4886.923340
	Iteration 16Q: 3 clusters Score -1571724 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1571782.625000 Penalty: 4886.923340
	Iteration 17Q: 3 clusters Score -1571783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1571814.000000 Penalty: 4886.923340
	Iteration 18Q: 3 clusters Score -1571814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1571835.750000 Penalty: 4886.923340
	Iteration 19Q: 3 clusters Score -1571836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1571844.375000 Penalty: 4886.923340
	Iteration 20F: 3 clusters Score -1571844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1571850.000000 Penalty: 4886.923340
	Iteration 21Q: 3 clusters Score -1571850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1571858.375000 Penalty: 4886.923340
	Iteration 22Q: 3 clusters Score -1571858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1571860.500000 Penalty: 4886.923340
	Iteration 23Q: 3 clusters Score -1571860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1571861.750000 Penalty: 4886.923340
	Iteration 24Q: 3 clusters Score -1571862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1571864.375000 Penalty: 4886.923340
	Iteration 25Q: 3 clusters Score -1571864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1571863.125000 Penalty: 4886.923340
	Iteration 26Q: 3 clusters Score -1571863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1571864.750000 Penalty: 4886.923340
	Iteration 27Q: 3 clusters Score -1571865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1571865.500000 Penalty: 4886.923340
	Iteration 28Q: 3 clusters Score -1571866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1571865.500000 Penalty: 4886.923340
	Iteration 29F: 3 clusters Score -1571866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Entering Unmasked Estep 
Score: -8030522.000000 Penalty: 2849.409424
	Iteration 0F: 2 clusters Score -8030522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -7965010.500000 Penalty: 5698.818848
	Iteration 0F: 3 clusters Score -7965010 nChanged 46276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -7991542.000000 Penalty: 5698.818848
	Iteration 1F: 3 clusters Score -7991542 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -7992421.000000 Penalty: 5698.818848
	Iteration 2Q: 3 clusters Score -7992421 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -7993809.500000 Penalty: 5698.818848
	Iteration 3Q: 3 clusters Score -7993810 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7995788.000000 Penalty: 5698.818848
	Iteration 4Q: 3 clusters Score -7995788 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -7999025.000000 Penalty: 5698.818848
	Iteration 5F: 3 clusters Score -7999025 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -8004559.000000 Penalty: 5698.818848
	Iteration 6F: 3 clusters Score -8004559 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -8012201.000000 Penalty: 5698.818848
	Iteration 7F: 3 clusters Score -8012201 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -8019755.500000 Penalty: 5698.818848
	Iteration 8F: 3 clusters Score -8019756 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8024880.000000 Penalty: 5698.818848
	Iteration 9F: 3 clusters Score -8024880 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8026832.000000 Penalty: 5698.818848
	Iteration 10Q: 3 clusters Score -8026832 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8027516.000000 Penalty: 5698.818848
	Iteration 11Q: 3 clusters Score -8027516 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8027728.000000 Penalty: 5698.818848
	Iteration 12Q: 3 clusters Score -8027728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8027827.000000 Penalty: 5698.818848
	Iteration 13Q: 3 clusters Score -8027827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8027879.000000 Penalty: 5698.818848
	Iteration 14Q: 3 clusters Score -8027879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8027901.500000 Penalty: 5698.818848
	Iteration 15Q: 3 clusters Score -8027902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8027916.500000 Penalty: 5698.818848
	Iteration 16Q: 3 clusters Score -8027916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8027926.000000 Penalty: 5698.818848
	Iteration 17Q: 3 clusters Score -8027926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8027934.500000 Penalty: 5698.818848
	Iteration 18Q: 3 clusters Score -8027934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8027944.500000 Penalty: 5698.818848
	Iteration 19Q: 3 clusters Score -8027944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8027946.500000 Penalty: 5698.818848
	Iteration 20F: 3 clusters Score -8027946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8027950.500000 Penalty: 5698.818848
	Iteration 21Q: 3 clusters Score -8027950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8027959.000000 Penalty: 5698.818848
	Iteration 22Q: 3 clusters Score -8027959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8027959.500000 Penalty: 5698.818848
	Iteration 23Q: 3 clusters Score -8027960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8027959.500000 Penalty: 5698.818848
	Iteration 24F: 3 clusters Score -8027960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Entering Unmasked Estep 
Score: -1358202.375000 Penalty: 2417.852295
	Iteration 0F: 2 clusters Score -1358202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1346081.000000 Penalty: 4835.704590
	Iteration 0F: 3 clusters Score -1346081 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1350247.750000 Penalty: 4835.704590
	Iteration 1F: 3 clusters Score -1350248 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1350941.375000 Penalty: 4835.704590
	Iteration 2F: 3 clusters Score -1350941 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1351762.125000 Penalty: 4835.704590
	Iteration 3F: 3 clusters Score -1351762 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1352590.125000 Penalty: 4835.704590
	Iteration 4F: 3 clusters Score -1352590 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1353376.500000 Penalty: 4835.704590
	Iteration 5F: 3 clusters Score -1353376 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1354207.375000 Penalty: 4835.704590
	Iteration 6F: 3 clusters Score -1354207 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1355012.000000 Penalty: 4835.704590
	Iteration 7F: 3 clusters Score -1355012 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1355633.000000 Penalty: 4835.704590
	Iteration 8Q: 3 clusters Score -1355633 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1356029.250000 Penalty: 4835.704590
	Iteration 9Q: 3 clusters Score -1356029 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1356297.000000 Penalty: 4835.704590
	Iteration 10Q: 3 clusters Score -1356297 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1356434.625000 Penalty: 4835.704590
	Iteration 11Q: 3 clusters Score -1356435 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1356510.500000 Penalty: 4835.704590
	Iteration 12Q: 3 clusters Score -1356510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1356554.250000 Penalty: 4835.704590
	Iteration 13Q: 3 clusters Score -1356554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1356582.250000 Penalty: 4835.704590
	Iteration 14Q: 3 clusters Score -1356582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1356606.625000 Penalty: 4835.704590
	Iteration 15Q: 3 clusters Score -1356607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1356623.625000 Penalty: 4835.704590
	Iteration 16Q: 3 clusters Score -1356624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1356641.375000 Penalty: 4835.704590
	Iteration 17Q: 3 clusters Score -1356641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1356650.750000 Penalty: 4835.704590
	Iteration 18Q: 3 clusters Score -1356651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1356659.500000 Penalty: 4835.704590
	Iteration 19Q: 3 clusters Score -1356660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1356667.125000 Penalty: 4835.704590
	Iteration 20F: 3 clusters Score -1356667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1356674.875000 Penalty: 4835.704590
	Iteration 21Q: 3 clusters Score -1356675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1356677.750000 Penalty: 4835.704590
	Iteration 22Q: 3 clusters Score -1356678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1356681.625000 Penalty: 4835.704590
	Iteration 23Q: 3 clusters Score -1356682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1356688.125000 Penalty: 4835.704590
	Iteration 24Q: 3 clusters Score -1356688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1356687.750000 Penalty: 4835.704590
	Iteration 25Q: 3 clusters Score -1356688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1356685.875000 Penalty: 4835.704590
	Iteration 26Q: 3 clusters Score -1356686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1356687.500000 Penalty: 4835.704590
	Iteration 27Q: 3 clusters Score -1356688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1356687.875000 Penalty: 4835.704590
	Iteration 28Q: 3 clusters Score -1356688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1356688.500000 Penalty: 4835.704590
	Iteration 29Q: 3 clusters Score -1356688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1356689.125000 Penalty: 4835.704590
	Iteration 30Q: 3 clusters Score -1356689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1356688.750000 Penalty: 4835.704590
	Iteration 31Q: 3 clusters Score -1356689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1356688.750000 Penalty: 4835.704590
	Iteration 32Q: 3 clusters Score -1356689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1356688.625000 Penalty: 4835.704590
	Iteration 33Q: 3 clusters Score -1356689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1356687.625000 Penalty: 4835.704590
	Iteration 34Q: 3 clusters Score -1356688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1356687.625000 Penalty: 4835.704590
	Iteration 35Q: 3 clusters Score -1356688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1356685.625000 Penalty: 4835.704590
	Iteration 36Q: 3 clusters Score -1356686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1356690.750000 Penalty: 4835.704590
	Iteration 37Q: 3 clusters Score -1356691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1356690.750000 Penalty: 4835.704590
	Iteration 38F: 3 clusters Score -1356691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -215948.984375 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -215949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -212481.343750 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -212481.3 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -213462.812500 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -213462.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -213790.171875 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -213790.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -214002.734375 Penalty: 4044.061523
	Iteration 3F: 3 clusters Score -214002.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -214193.609375 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -214193.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -214465.640625 Penalty: 4044.061523
	Iteration 5F: 3 clusters Score -214465.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -214773.968750 Penalty: 4044.061523
	Iteration 6F: 3 clusters Score -214774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -215022.859375 Penalty: 4044.061523
	Iteration 7F: 3 clusters Score -215022.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -215258.968750 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -215259 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -215435.718750 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -215435.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -215539.281250 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -215539.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -215589.031250 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -215589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -215623.859375 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -215623.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -215654.859375 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -215654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -215671.750000 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -215671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -215682.171875 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -215682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -215686.281250 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -215686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -215692.171875 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -215692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -215695.546875 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -215695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -215699.796875 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -215699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -215705.171875 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -215705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -215708.203125 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -215708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -215709.656250 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -215709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -215710.562500 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -215710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -215710.765625 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -215710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -215711.562500 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -215711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -215713.562500 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -215713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -215713.562500 Penalty: 4044.061523
	Iteration 27F: 3 clusters Score -215713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Entering Unmasked Estep 
Score: -2242232.000000 Penalty: 2546.900635
	Iteration 0F: 2 clusters Score -2242232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2222448.750000 Penalty: 5093.801270
	Iteration 0F: 3 clusters Score -2222449 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2229728.750000 Penalty: 5093.801270
	Iteration 1F: 3 clusters Score -2229729 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2230330.000000 Penalty: 5093.801270
	Iteration 2F: 3 clusters Score -2230330 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2230928.500000 Penalty: 5093.801270
	Iteration 3Q: 3 clusters Score -2230928 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2231714.750000 Penalty: 5093.801270
	Iteration 4Q: 3 clusters Score -2231715 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2232858.250000 Penalty: 5093.801270
	Iteration 5F: 3 clusters Score -2232858 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2234402.000000 Penalty: 5093.801270
	Iteration 6F: 3 clusters Score -2234402 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2236076.750000 Penalty: 5093.801270
	Iteration 7F: 3 clusters Score -2236077 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2237452.250000 Penalty: 5093.801270
	Iteration 8F: 3 clusters Score -2237452 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2238646.750000 Penalty: 5093.801270
	Iteration 9F: 3 clusters Score -2238647 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2239670.250000 Penalty: 5093.801270
	Iteration 10Q: 3 clusters Score -2239670 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2240337.750000 Penalty: 5093.801270
	Iteration 11Q: 3 clusters Score -2240338 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2240705.750000 Penalty: 5093.801270
	Iteration 12Q: 3 clusters Score -2240706 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2240898.250000 Penalty: 5093.801270
	Iteration 13Q: 3 clusters Score -2240898 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2241019.500000 Penalty: 5093.801270
	Iteration 14Q: 3 clusters Score -2241020 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2241105.750000 Penalty: 5093.801270
	Iteration 15Q: 3 clusters Score -2241106 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2241160.250000 Penalty: 5093.801270
	Iteration 16Q: 3 clusters Score -2241160 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2241203.500000 Penalty: 5093.801270
	Iteration 17Q: 3 clusters Score -2241204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2241236.500000 Penalty: 5093.801270
	Iteration 18Q: 3 clusters Score -2241236 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2241263.750000 Penalty: 5093.801270
	Iteration 19Q: 3 clusters Score -2241264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2241294.000000 Penalty: 5093.801270
	Iteration 20F: 3 clusters Score -2241294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2241325.000000 Penalty: 5093.801270
	Iteration 21Q: 3 clusters Score -2241325 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2241345.750000 Penalty: 5093.801270
	Iteration 22Q: 3 clusters Score -2241346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2241356.250000 Penalty: 5093.801270
	Iteration 23Q: 3 clusters Score -2241356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2241369.500000 Penalty: 5093.801270
	Iteration 24Q: 3 clusters Score -2241370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2241372.500000 Penalty: 5093.801270
	Iteration 25Q: 3 clusters Score -2241372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2241371.500000 Penalty: 5093.801270
	Iteration 26Q: 3 clusters Score -2241372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2241378.500000 Penalty: 5093.801270
	Iteration 27Q: 3 clusters Score -2241378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2241390.250000 Penalty: 5093.801270
	Iteration 28Q: 3 clusters Score -2241390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2241393.750000 Penalty: 5093.801270
	Iteration 29Q: 3 clusters Score -2241394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2241398.500000 Penalty: 5093.801270
	Iteration 30Q: 3 clusters Score -2241398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2241403.250000 Penalty: 5093.801270
	Iteration 31Q: 3 clusters Score -2241403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2241406.750000 Penalty: 5093.801270
	Iteration 32Q: 3 clusters Score -2241407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2241406.250000 Penalty: 5093.801270
	Iteration 33Q: 3 clusters Score -2241406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2241407.000000 Penalty: 5093.801270
	Iteration 34Q: 3 clusters Score -2241407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2241413.750000 Penalty: 5093.801270
	Iteration 35Q: 3 clusters Score -2241414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2241421.250000 Penalty: 5093.801270
	Iteration 36Q: 3 clusters Score -2241421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2241426.000000 Penalty: 5093.801270
	Iteration 37Q: 3 clusters Score -2241426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2241430.000000 Penalty: 5093.801270
	Iteration 38Q: 3 clusters Score -2241430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2241434.000000 Penalty: 5093.801270
	Iteration 39Q: 3 clusters Score -2241434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2241434.250000 Penalty: 5093.801270
	Iteration 40F: 3 clusters Score -2241434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2241435.000000 Penalty: 5093.801270
	Iteration 41Q: 3 clusters Score -2241435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2241437.500000 Penalty: 5093.801270
	Iteration 42Q: 3 clusters Score -2241438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2241430.000000 Penalty: 5093.801270
	Iteration 43Q: 3 clusters Score -2241430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2241430.250000 Penalty: 5093.801270
	Iteration 44Q: 3 clusters Score -2241430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2241437.750000 Penalty: 5093.801270
	Iteration 45Q: 3 clusters Score -2241438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2241433.000000 Penalty: 5093.801270
	Iteration 46Q: 3 clusters Score -2241433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2241441.000000 Penalty: 5093.801270
	Iteration 47Q: 3 clusters Score -2241441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2241444.750000 Penalty: 5093.801270
	Iteration 48Q: 3 clusters Score -2241445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2241442.750000 Penalty: 5093.801270
	Iteration 49Q: 3 clusters Score -2241443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2241441.250000 Penalty: 5093.801270
	Iteration 50Q: 3 clusters Score -2241441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2241442.500000 Penalty: 5093.801270
	Iteration 51Q: 3 clusters Score -2241442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2241442.000000 Penalty: 5093.801270
	Iteration 52Q: 3 clusters Score -2241442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2241443.000000 Penalty: 5093.801270
	Iteration 53Q: 3 clusters Score -2241443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2241440.250000 Penalty: 5093.801270
	Iteration 54Q: 3 clusters Score -2241440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2241443.500000 Penalty: 5093.801270
	Iteration 55Q: 3 clusters Score -2241444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2241448.500000 Penalty: 5093.801270
	Iteration 56Q: 3 clusters Score -2241448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2241451.500000 Penalty: 5093.801270
	Iteration 57Q: 3 clusters Score -2241452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2241450.250000 Penalty: 5093.801270
	Iteration 58Q: 3 clusters Score -2241450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2241447.250000 Penalty: 5093.801270
	Iteration 59Q: 3 clusters Score -2241447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2241453.250000 Penalty: 5093.801270
	Iteration 60F: 3 clusters Score -2241453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2241455.000000 Penalty: 5093.801270
	Iteration 61Q: 3 clusters Score -2241455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2241455.250000 Penalty: 5093.801270
	Iteration 62Q: 3 clusters Score -2241455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2241460.250000 Penalty: 5093.801270
	Iteration 63Q: 3 clusters Score -2241460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2241462.500000 Penalty: 5093.801270
	Iteration 64Q: 3 clusters Score -2241462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2241462.000000 Penalty: 5093.801270
	Iteration 65Q: 3 clusters Score -2241462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2241465.750000 Penalty: 5093.801270
	Iteration 66Q: 3 clusters Score -2241466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2241468.750000 Penalty: 5093.801270
	Iteration 67Q: 3 clusters Score -2241469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2241468.750000 Penalty: 5093.801270
	Iteration 68Q: 3 clusters Score -2241469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2241465.250000 Penalty: 5093.801270
	Iteration 69Q: 3 clusters Score -2241465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2241470.250000 Penalty: 5093.801270
	Iteration 70Q: 3 clusters Score -2241470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2241468.500000 Penalty: 5093.801270
	Iteration 71Q: 3 clusters Score -2241468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2241468.000000 Penalty: 5093.801270
	Iteration 72Q: 3 clusters Score -2241468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2241467.750000 Penalty: 5093.801270
	Iteration 73Q: 3 clusters Score -2241468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2241465.750000 Penalty: 5093.801270
	Iteration 74Q: 3 clusters Score -2241466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2241468.750000 Penalty: 5093.801270
	Iteration 75Q: 3 clusters Score -2241469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2241469.500000 Penalty: 5093.801270
	Iteration 76Q: 3 clusters Score -2241470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2241471.750000 Penalty: 5093.801270
	Iteration 77Q: 3 clusters Score -2241472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2241470.500000 Penalty: 5093.801270
	Iteration 78Q: 3 clusters Score -2241470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2241468.500000 Penalty: 5093.801270
	Iteration 79Q: 3 clusters Score -2241468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2241469.750000 Penalty: 5093.801270
	Iteration 80F: 3 clusters Score -2241470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2241469.000000 Penalty: 5093.801270
	Iteration 81Q: 3 clusters Score -2241469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2241469.250000 Penalty: 5093.801270
	Iteration 82Q: 3 clusters Score -2241469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2241469.250000 Penalty: 5093.801270
	Iteration 83Q: 3 clusters Score -2241469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2241467.250000 Penalty: 5093.801270
	Iteration 84Q: 3 clusters Score -2241467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2241468.500000 Penalty: 5093.801270
	Iteration 85Q: 3 clusters Score -2241468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2241468.500000 Penalty: 5093.801270
	Iteration 86Q: 3 clusters Score -2241468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2241469.750000 Penalty: 5093.801270
	Iteration 87Q: 3 clusters Score -2241470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2241467.750000 Penalty: 5093.801270
	Iteration 88Q: 3 clusters Score -2241468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2241467.750000 Penalty: 5093.801270
	Iteration 89F: 3 clusters Score -2241468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -139004.750000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -139004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136522.562500 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -136522.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -137129.062500 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -137129.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137335.265625 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -137335.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -137453.156250 Penalty: 3737.242432
	Iteration 3F: 3 clusters Score -137453.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137541.984375 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -137542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -137589.937500 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -137589.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137625.500000 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -137625.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137654.109375 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -137654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137680.312500 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -137680.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137701.609375 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -137701.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137720.343750 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -137720.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -137735.437500 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -137735.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137748.812500 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -137748.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -137755.484375 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -137755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137769.656250 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -137769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137775.531250 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -137775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137779.718750 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -137779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137783.718750 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -137783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -137791.640625 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -137791.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -137799.218750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -137799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -137812.656250 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -137812.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137818.875000 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -137818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -137823.328125 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -137823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137826.109375 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -137826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137829.093750 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -137829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137830.078125 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -137830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137832.625000 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -137832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137833.562500 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -137833.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137833.562500 Penalty: 3737.242432
	Iteration 28F: 3 clusters Score -137833.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Entering Unmasked Estep 
Score: -2497717.750000 Penalty: 2571.351562
	Iteration 0F: 2 clusters Score -2497718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2475881.250000 Penalty: 5142.703125
	Iteration 0F: 3 clusters Score -2475881 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2483962.250000 Penalty: 5142.703125
	Iteration 1F: 3 clusters Score -2483962 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2484472.500000 Penalty: 5142.703125
	Iteration 2Q: 3 clusters Score -2484472 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2484991.750000 Penalty: 5142.703125
	Iteration 3Q: 3 clusters Score -2484992 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2485504.500000 Penalty: 5142.703125
	Iteration 4Q: 3 clusters Score -2485504 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2486060.000000 Penalty: 5142.703125
	Iteration 5Q: 3 clusters Score -2486060 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2486604.000000 Penalty: 5142.703125
	Iteration 6Q: 3 clusters Score -2486604 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2487195.250000 Penalty: 5142.703125
	Iteration 7Q: 3 clusters Score -2487195 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2487860.500000 Penalty: 5142.703125
	Iteration 8Q: 3 clusters Score -2487860 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2488636.500000 Penalty: 5142.703125
	Iteration 9Q: 3 clusters Score -2488636 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2489592.250000 Penalty: 5142.703125
	Iteration 10Q: 3 clusters Score -2489592 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2490561.250000 Penalty: 5142.703125
	Iteration 11Q: 3 clusters Score -2490561 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2491448.500000 Penalty: 5142.703125
	Iteration 12Q: 3 clusters Score -2491448 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2492125.000000 Penalty: 5142.703125
	Iteration 13Q: 3 clusters Score -2492125 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2492633.250000 Penalty: 5142.703125
	Iteration 14Q: 3 clusters Score -2492633 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2493072.250000 Penalty: 5142.703125
	Iteration 15Q: 3 clusters Score -2493072 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2493419.000000 Penalty: 5142.703125
	Iteration 16Q: 3 clusters Score -2493419 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2493705.500000 Penalty: 5142.703125
	Iteration 17Q: 3 clusters Score -2493706 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2493945.750000 Penalty: 5142.703125
	Iteration 18Q: 3 clusters Score -2493946 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2494119.250000 Penalty: 5142.703125
	Iteration 19Q: 3 clusters Score -2494119 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2494260.500000 Penalty: 5142.703125
	Iteration 20F: 3 clusters Score -2494260 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2494374.500000 Penalty: 5142.703125
	Iteration 21Q: 3 clusters Score -2494374 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2494446.000000 Penalty: 5142.703125
	Iteration 22Q: 3 clusters Score -2494446 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2494500.500000 Penalty: 5142.703125
	Iteration 23Q: 3 clusters Score -2494500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2494536.750000 Penalty: 5142.703125
	Iteration 24Q: 3 clusters Score -2494537 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2494552.250000 Penalty: 5142.703125
	Iteration 25Q: 3 clusters Score -2494552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2494559.000000 Penalty: 5142.703125
	Iteration 26Q: 3 clusters Score -2494559 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2494582.250000 Penalty: 5142.703125
	Iteration 27Q: 3 clusters Score -2494582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2494594.000000 Penalty: 5142.703125
	Iteration 28Q: 3 clusters Score -2494594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2494604.750000 Penalty: 5142.703125
	Iteration 29Q: 3 clusters Score -2494605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2494610.250000 Penalty: 5142.703125
	Iteration 30Q: 3 clusters Score -2494610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2494608.250000 Penalty: 5142.703125
	Iteration 31Q: 3 clusters Score -2494608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2494621.250000 Penalty: 5142.703125
	Iteration 32Q: 3 clusters Score -2494621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2494624.500000 Penalty: 5142.703125
	Iteration 33Q: 3 clusters Score -2494624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2494621.000000 Penalty: 5142.703125
	Iteration 34Q: 3 clusters Score -2494621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2494612.000000 Penalty: 5142.703125
	Iteration 35Q: 3 clusters Score -2494612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2494620.250000 Penalty: 5142.703125
	Iteration 36Q: 3 clusters Score -2494620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2494616.750000 Penalty: 5142.703125
	Iteration 37Q: 3 clusters Score -2494617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2494618.000000 Penalty: 5142.703125
	Iteration 38Q: 3 clusters Score -2494618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2494615.500000 Penalty: 5142.703125
	Iteration 39Q: 3 clusters Score -2494616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2494619.750000 Penalty: 5142.703125
	Iteration 40F: 3 clusters Score -2494620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2494620.250000 Penalty: 5142.703125
	Iteration 41Q: 3 clusters Score -2494620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2494620.250000 Penalty: 5142.703125
	Iteration 42F: 3 clusters Score -2494620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -291275.062500 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -291275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -287473.812500 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -287473.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -288357.625000 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -288357.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -288616.875000 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -288616.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -288849.843750 Penalty: 4100.527344
	Iteration 3F: 3 clusters Score -288849.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -289076.312500 Penalty: 4100.527344
	Iteration 4F: 3 clusters Score -289076.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -289289.687500 Penalty: 4100.527344
	Iteration 5F: 3 clusters Score -289289.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289562.437500 Penalty: 4100.527344
	Iteration 6F: 3 clusters Score -289562.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -289944.750000 Penalty: 4100.527344
	Iteration 7F: 3 clusters Score -289944.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -290368.062500 Penalty: 4100.527344
	Iteration 8F: 3 clusters Score -290368.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -290845.406250 Penalty: 4100.527344
	Iteration 9F: 3 clusters Score -290845.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -291184.031250 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -291184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -291301.375000 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -291301.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -291323.187500 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -291323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -291327.593750 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -291327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -291329.156250 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -291329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -291330.656250 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -291330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291330.250000 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -291330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -291330.250000 Penalty: 4100.527344
	Iteration 17F: 3 clusters Score -291330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253024 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853773 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19888 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 23587 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 34189 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31836 members 
Mstep: Class 28 contains 2434 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Mstep: Class 32 contains 8588 members 
Mstep: Class 33 contains 1460 members 
Entering Unmasked Estep 
Score: -142804656.000000 Penalty: 117974.585938
Splitting cluster 28 changes total score from -142802464.000000 to -142804656.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 29 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -266841.500000 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -266841.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -263289.281250 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -263289.3 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -264067.562500 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -264067.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -264346.906250 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -264346.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -264603.562500 Penalty: 4037.307129
	Iteration 3F: 3 clusters Score -264603.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -264816.125000 Penalty: 4037.307129
	Iteration 4F: 3 clusters Score -264816.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -264973.125000 Penalty: 4037.307129
	Iteration 5F: 3 clusters Score -264973.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -265063.156250 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -265063.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -265135.625000 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -265135.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -265185.031250 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -265185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -265224.781250 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -265224.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -265254.562500 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -265254.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -265280.875000 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -265280.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -265302.843750 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -265302.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -265317.750000 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -265317.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -265331.937500 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -265331.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -265349.062500 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -265349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -265361.531250 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -265361.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -265371.812500 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -265371.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -265379.906250 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -265379.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -265383.218750 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -265383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -265385.468750 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -265385.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -265386.906250 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -265386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -265388.218750 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -265388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265390.750000 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -265390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265390.750000 Penalty: 4037.307129
	Iteration 24F: 3 clusters Score -265390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Entering Unmasked Estep 
Score: -516582.000000 Penalty: 2177.139404
	Iteration 0F: 2 clusters Score -516582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -511157.062500 Penalty: 4354.278809
	Iteration 0F: 3 clusters Score -511157.1 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -512555.125000 Penalty: 4354.278809
	Iteration 1F: 3 clusters Score -512555.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -512753.468750 Penalty: 4354.278809
	Iteration 2F: 3 clusters Score -512753.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -512918.875000 Penalty: 4354.278809
	Iteration 3Q: 3 clusters Score -512918.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -513090.281250 Penalty: 4354.278809
	Iteration 4Q: 3 clusters Score -513090.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -513280.531250 Penalty: 4354.278809
	Iteration 5Q: 3 clusters Score -513280.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -513543.500000 Penalty: 4354.278809
	Iteration 6Q: 3 clusters Score -513543.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -513814.968750 Penalty: 4354.278809
	Iteration 7F: 3 clusters Score -513815 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -514094.843750 Penalty: 4354.278809
	Iteration 8F: 3 clusters Score -514094.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -514315.250000 Penalty: 4354.278809
	Iteration 9F: 3 clusters Score -514315.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -514490.906250 Penalty: 4354.278809
	Iteration 10Q: 3 clusters Score -514490.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -514633.031250 Penalty: 4354.278809
	Iteration 11Q: 3 clusters Score -514633 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -514764.343750 Penalty: 4354.278809
	Iteration 12Q: 3 clusters Score -514764.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -514880.781250 Penalty: 4354.278809
	Iteration 13Q: 3 clusters Score -514880.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -514975.187500 Penalty: 4354.278809
	Iteration 14Q: 3 clusters Score -514975.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -515047.625000 Penalty: 4354.278809
	Iteration 15Q: 3 clusters Score -515047.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -515101.718750 Penalty: 4354.278809
	Iteration 16Q: 3 clusters Score -515101.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -515150.906250 Penalty: 4354.278809
	Iteration 17Q: 3 clusters Score -515150.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -515189.125000 Penalty: 4354.278809
	Iteration 18Q: 3 clusters Score -515189.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -515211.656250 Penalty: 4354.278809
	Iteration 19Q: 3 clusters Score -515211.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -515230.906250 Penalty: 4354.278809
	Iteration 20F: 3 clusters Score -515230.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -515244.750000 Penalty: 4354.278809
	Iteration 21Q: 3 clusters Score -515244.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -515255.343750 Penalty: 4354.278809
	Iteration 22Q: 3 clusters Score -515255.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -515263.312500 Penalty: 4354.278809
	Iteration 23Q: 3 clusters Score -515263.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -515267.562500 Penalty: 4354.278809
	Iteration 24Q: 3 clusters Score -515267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -515270.281250 Penalty: 4354.278809
	Iteration 25Q: 3 clusters Score -515270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -515273.875000 Penalty: 4354.278809
	Iteration 26Q: 3 clusters Score -515273.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -515279.593750 Penalty: 4354.278809
	Iteration 27Q: 3 clusters Score -515279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -515284.000000 Penalty: 4354.278809
	Iteration 28Q: 3 clusters Score -515284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -515287.312500 Penalty: 4354.278809
	Iteration 29Q: 3 clusters Score -515287.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -515293.031250 Penalty: 4354.278809
	Iteration 30Q: 3 clusters Score -515293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -515295.468750 Penalty: 4354.278809
	Iteration 31Q: 3 clusters Score -515295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -515297.187500 Penalty: 4354.278809
	Iteration 32Q: 3 clusters Score -515297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -515298.843750 Penalty: 4354.278809
	Iteration 33Q: 3 clusters Score -515298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -515298.843750 Penalty: 4354.278809
	Iteration 34F: 3 clusters Score -515298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Entering Unmasked Estep 
Score: -1202805.875000 Penalty: 2389.111572
	Iteration 0F: 2 clusters Score -1202806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1191752.375000 Penalty: 4778.223145
	Iteration 0F: 3 clusters Score -1191752 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1195251.750000 Penalty: 4778.223145
	Iteration 1F: 3 clusters Score -1195252 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1195630.625000 Penalty: 4778.223145
	Iteration 2F: 3 clusters Score -1195631 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1195916.500000 Penalty: 4778.223145
	Iteration 3Q: 3 clusters Score -1195916 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1196159.375000 Penalty: 4778.223145
	Iteration 4Q: 3 clusters Score -1196159 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1196366.875000 Penalty: 4778.223145
	Iteration 5Q: 3 clusters Score -1196367 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1196572.625000 Penalty: 4778.223145
	Iteration 6Q: 3 clusters Score -1196573 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1196789.250000 Penalty: 4778.223145
	Iteration 7Q: 3 clusters Score -1196789 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1197047.125000 Penalty: 4778.223145
	Iteration 8Q: 3 clusters Score -1197047 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1197313.375000 Penalty: 4778.223145
	Iteration 9Q: 3 clusters Score -1197313 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1197594.250000 Penalty: 4778.223145
	Iteration 10Q: 3 clusters Score -1197594 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1197877.750000 Penalty: 4778.223145
	Iteration 11Q: 3 clusters Score -1197878 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1198148.250000 Penalty: 4778.223145
	Iteration 12Q: 3 clusters Score -1198148 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1198443.125000 Penalty: 4778.223145
	Iteration 13Q: 3 clusters Score -1198443 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1198710 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1198922 nChanged 338
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Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1199072 nChanged 280
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Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1199190 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1199279 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1199358 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1199436.250000 Penalty: 4778.223145
	Iteration 20F: 3 clusters Score -1199436 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1199517.250000 Penalty: 4778.223145
	Iteration 21Q: 3 clusters Score -1199517 nChanged 172
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Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1199576 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1199626 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1199678 nChanged 141
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Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1199725 nChanged 122
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Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1199758 nChanged 104
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Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1199782 nChanged 97
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Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1199808 nChanged 88
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1199834 nChanged 82
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Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1199856 nChanged 83
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Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1199879 nChanged 80
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Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1199901 nChanged 77
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1199919 nChanged 79
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1199940 nChanged 80
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Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1199970 nChanged 86
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Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1199988 nChanged 84
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1200018 nChanged 93
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Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1200049 nChanged 101
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Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1200081 nChanged 98
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Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1200113 nChanged 101
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Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13146 members 
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	Iteration 41Q: 3 clusters Score -1200154 nChanged 105
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Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1200194 nChanged 108
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Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1200239 nChanged 113
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1200288 nChanged 91
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13541 members 
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	Iteration 45Q: 3 clusters Score -1200325 nChanged 96
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Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13631 members 
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	Iteration 46Q: 3 clusters Score -1200371 nChanged 88
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Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13711 members 
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	Iteration 47Q: 3 clusters Score -1200410 nChanged 95
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Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13800 members 
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	Iteration 48Q: 3 clusters Score -1200455 nChanged 95
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Mstep: Class 1 contains 1383 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1200506 nChanged 96
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Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1200553 nChanged 86
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1200596 nChanged 69
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Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1200630 nChanged 63
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Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1200658.875000 Penalty: 4778.223145
	Iteration 53Q: 3 clusters Score -1200659 nChanged 54
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Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1200689 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1200712 nChanged 47
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Mstep: Class 1 contains 1001 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1200739 nChanged 43
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Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14292 members 
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	Iteration 57Q: 3 clusters Score -1200760 nChanged 38
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Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14300 members 
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	Iteration 58Q: 3 clusters Score -1200779 nChanged 37
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Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14319 members 
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	Iteration 59Q: 3 clusters Score -1200798 nChanged 28
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Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14331 members 
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	Iteration 60F: 3 clusters Score -1200816 nChanged 44
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Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14345 members 
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	Iteration 61Q: 3 clusters Score -1200847 nChanged 41
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Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14360 members 
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	Iteration 62Q: 3 clusters Score -1200874 nChanged 33
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Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14369 members 
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Score: -1200892.500000 Penalty: 4778.223145
	Iteration 63Q: 3 clusters Score -1200892 nChanged 43
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Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1200928 nChanged 53
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Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14403 members 
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	Iteration 65Q: 3 clusters Score -1200960 nChanged 44
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Mstep: Class 1 contains 857 members 
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Entering Unmasked Estep 
Score: -1200991.250000 Penalty: 4778.223145
	Iteration 66Q: 3 clusters Score -1200991 nChanged 49
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Mstep: Class 1 contains 864 members 
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	Iteration 67Q: 3 clusters Score -1201027 nChanged 33
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Mstep: Class 1 contains 859 members 
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	Iteration 68Q: 3 clusters Score -1201043 nChanged 25
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Mstep: Class 1 contains 854 members 
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	Iteration 69Q: 3 clusters Score -1201062 nChanged 31
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Mstep: Class 1 contains 855 members 
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	Iteration 70Q: 3 clusters Score -1201084 nChanged 24
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Mstep: Class 1 contains 851 members 
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	Iteration 71Q: 3 clusters Score -1201095 nChanged 24
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	Iteration 72Q: 3 clusters Score -1201105 nChanged 15
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	Iteration 73Q: 3 clusters Score -1201115 nChanged 20
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	Iteration 74Q: 3 clusters Score -1201124 nChanged 18
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	Iteration 75Q: 3 clusters Score -1201133 nChanged 20
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	Iteration 76Q: 3 clusters Score -1201142 nChanged 19
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	Iteration 77Q: 3 clusters Score -1201154 nChanged 16
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	Iteration 78Q: 3 clusters Score -1201162 nChanged 10
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	Iteration 79Q: 3 clusters Score -1201168 nChanged 9
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Score: -1201183.500000 Penalty: 4778.223145
	Iteration 80F: 3 clusters Score -1201184 nChanged 15
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	Iteration 81Q: 3 clusters Score -1201194 nChanged 20
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	Iteration 82Q: 3 clusters Score -1201209 nChanged 26
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Score: -1201223.250000 Penalty: 4778.223145
	Iteration 83Q: 3 clusters Score -1201223 nChanged 18
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	Iteration 84Q: 3 clusters Score -1201229 nChanged 15
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	Iteration 85Q: 3 clusters Score -1201239 nChanged 19
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Entering Unmasked Estep 
Score: -1201248.750000 Penalty: 4778.223145
	Iteration 86Q: 3 clusters Score -1201249 nChanged 12
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Score: -1201255.625000 Penalty: 4778.223145
	Iteration 87Q: 3 clusters Score -1201256 nChanged 10
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	Iteration 88Q: 3 clusters Score -1201260 nChanged 13
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	Iteration 89Q: 3 clusters Score -1201264 nChanged 10
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	Iteration 90Q: 3 clusters Score -1201271 nChanged 9
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	Iteration 91Q: 3 clusters Score -1201274 nChanged 7
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	Iteration 92Q: 3 clusters Score -1201278 nChanged 12
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	Iteration 93Q: 3 clusters Score -1201286 nChanged 12
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	Iteration 94Q: 3 clusters Score -1201296 nChanged 10
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	Iteration 95Q: 3 clusters Score -1201298 nChanged 10
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	Iteration 96Q: 3 clusters Score -1201308 nChanged 11
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	Iteration 97Q: 3 clusters Score -1201314 nChanged 13
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Score: -1201321.750000 Penalty: 4778.223145
	Iteration 98Q: 3 clusters Score -1201322 nChanged 14
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Score: -1201324.000000 Penalty: 4778.223145
	Iteration 99Q: 3 clusters Score -1201324 nChanged 17
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Score: -1201333.125000 Penalty: 4778.223145
	Iteration 100F: 3 clusters Score -1201333 nChanged 13
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	Iteration 101Q: 3 clusters Score -1201342 nChanged 15
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	Iteration 102Q: 3 clusters Score -1201347 nChanged 6
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	Iteration 103Q: 3 clusters Score -1201350 nChanged 9
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	Iteration 104Q: 3 clusters Score -1201354 nChanged 7
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	Iteration 105Q: 3 clusters Score -1201361 nChanged 10
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	Iteration 106Q: 3 clusters Score -1201366 nChanged 12
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	Iteration 107Q: 3 clusters Score -1201374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1201388.750000 Penalty: 4778.223145
	Iteration 108Q: 3 clusters Score -1201389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1201403.250000 Penalty: 4778.223145
	Iteration 109Q: 3 clusters Score -1201403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1201422.750000 Penalty: 4778.223145
	Iteration 110Q: 3 clusters Score -1201423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1201440.375000 Penalty: 4778.223145
	Iteration 111Q: 3 clusters Score -1201440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1201447.750000 Penalty: 4778.223145
	Iteration 112Q: 3 clusters Score -1201448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1201461.250000 Penalty: 4778.223145
	Iteration 113Q: 3 clusters Score -1201461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1201473.375000 Penalty: 4778.223145
	Iteration 114Q: 3 clusters Score -1201473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1201480.250000 Penalty: 4778.223145
	Iteration 115Q: 3 clusters Score -1201480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1201484.000000 Penalty: 4778.223145
	Iteration 116Q: 3 clusters Score -1201484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1201487.500000 Penalty: 4778.223145
	Iteration 117Q: 3 clusters Score -1201488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1201488.125000 Penalty: 4778.223145
	Iteration 118Q: 3 clusters Score -1201488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1201487.375000 Penalty: 4778.223145
	Iteration 119Q: 3 clusters Score -1201487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1201490.875000 Penalty: 4778.223145
	Iteration 120F: 3 clusters Score -1201491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1201491.375000 Penalty: 4778.223145
	Iteration 121Q: 3 clusters Score -1201491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1201492.500000 Penalty: 4778.223145
	Iteration 122Q: 3 clusters Score -1201492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1201492.500000 Penalty: 4778.223145
	Iteration 123F: 3 clusters Score -1201492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253024 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853773 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19888 members 
Mstep: Class 10 contains 20642 members 
Mstep: Class 11 contains 23587 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 34189 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 17 contains 3930 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19009 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17144 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31836 members 
Mstep: Class 28 contains 2434 members 
Mstep: Class 29 contains 3428 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805088.000000 Penalty: 117974.585938
Iteration 119Q: 34 clusters Score -1.428051e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162487 members 
Mstep: Class 3 contains 253037 members 
Mstep: Class 4 contains 16798 members 
Mstep: Class 5 contains 1468 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853766 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 20636 members 
Mstep: Class 11 contains 23591 members 
Mstep: Class 12 contains 35320 members 
Mstep: Class 13 contains 34153 members 
Mstep: Class 14 contains 28341 members 
Mstep: Class 15 contains 51240 members 
Mstep: Class 16 contains 19200 members 
Mstep: Class 17 contains 3929 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5700 members 
Mstep: Class 21 contains 19006 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17146 members 
Mstep: Class 24 contains 3465 members 
Mstep: Class 25 contains 28847 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31866 members 
Mstep: Class 28 contains 2435 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6496 members 
Mstep: Class 31 contains 15276 members 
Mstep: Class 32 contains 8517 members 
Mstep: Class 33 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805392.000000 Penalty: 117974.585938
Iteration 120F: 34 clusters Score -1.428054e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162486 members 
Mstep: Class 3 contains 253047 members 
Mstep: Class 4 contains 16761 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853757 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19884 members 
Mstep: Class 10 contains 20634 members 
Mstep: Class 11 contains 23591 members 
Mstep: Class 12 contains 35322 members 
Mstep: Class 13 contains 34121 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51243 members 
Mstep: Class 16 contains 19212 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 97692 members 
Mstep: Class 23 contains 17151 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 28844 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31880 members 
Mstep: Class 28 contains 2437 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6495 members 
Mstep: Class 31 contains 15273 members 
Mstep: Class 32 contains 8586 members 
Mstep: Class 33 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805488.000000 Penalty: 117974.585938
Iteration 121Q: 34 clusters Score -1.428055e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253052 members 
Mstep: Class 4 contains 16747 members 
Mstep: Class 5 contains 1477 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853744 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 20634 members 
Mstep: Class 11 contains 23593 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 34094 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51240 members 
Mstep: Class 16 contains 19228 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 97693 members 
Mstep: Class 23 contains 17157 members 
Mstep: Class 24 contains 3391 members 
Mstep: Class 25 contains 28843 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31895 members 
Mstep: Class 28 contains 2440 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6494 members 
Mstep: Class 31 contains 15272 members 
Mstep: Class 32 contains 8610 members 
Mstep: Class 33 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805376.000000 Penalty: 117974.585938
Iteration 122Q: 34 clusters Score -1.428054e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253059 members 
Mstep: Class 4 contains 16738 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853721 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 20634 members 
Mstep: Class 11 contains 23600 members 
Mstep: Class 12 contains 35319 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 28341 members 
Mstep: Class 15 contains 51241 members 
Mstep: Class 16 contains 19236 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 97691 members 
Mstep: Class 23 contains 17164 members 
Mstep: Class 24 contains 3385 members 
Mstep: Class 25 contains 28842 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31912 members 
Mstep: Class 28 contains 2442 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6493 members 
Mstep: Class 31 contains 15272 members 
Mstep: Class 32 contains 8619 members 
Mstep: Class 33 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805456.000000 Penalty: 117974.585938
Iteration 123Q: 34 clusters Score -1.428055e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162485 members 
Mstep: Class 3 contains 253066 members 
Mstep: Class 4 contains 16729 members 
Mstep: Class 5 contains 1488 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853708 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19872 members 
Mstep: Class 10 contains 20633 members 
Mstep: Class 11 contains 23603 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 34052 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51241 members 
Mstep: Class 16 contains 19241 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38373 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 97692 members 
Mstep: Class 23 contains 17168 members 
Mstep: Class 24 contains 3379 members 
Mstep: Class 25 contains 28838 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31931 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6493 members 
Mstep: Class 31 contains 15281 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805472.000000 Penalty: 117974.585938
Iteration 124Q: 34 clusters Score -1.428055e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162487 members 
Mstep: Class 3 contains 253072 members 
Mstep: Class 4 contains 16730 members 
Mstep: Class 5 contains 1493 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853692 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19870 members 
Mstep: Class 10 contains 20627 members 
Mstep: Class 11 contains 23606 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 34036 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51239 members 
Mstep: Class 16 contains 19251 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38373 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17168 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 28834 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31948 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15285 members 
Mstep: Class 32 contains 8630 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805328.000000 Penalty: 117974.585938
Iteration 125Q: 34 clusters Score -1.428053e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162484 members 
Mstep: Class 3 contains 253071 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 1496 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853685 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19871 members 
Mstep: Class 10 contains 20626 members 
Mstep: Class 11 contains 23606 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 34023 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51239 members 
Mstep: Class 16 contains 19260 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 97684 members 
Mstep: Class 23 contains 17168 members 
Mstep: Class 24 contains 3376 members 
Mstep: Class 25 contains 28831 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31965 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15291 members 
Mstep: Class 32 contains 8631 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805392.000000 Penalty: 117974.585938
Iteration 126Q: 34 clusters Score -1.428054e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162484 members 
Mstep: Class 3 contains 253074 members 
Mstep: Class 4 contains 16725 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853676 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 10 contains 20622 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35313 members 
Mstep: Class 13 contains 34005 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51237 members 
Mstep: Class 16 contains 19264 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 97685 members 
Mstep: Class 23 contains 17169 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 28828 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 31987 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15293 members 
Mstep: Class 32 contains 8633 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805536.000000 Penalty: 117974.585938
Iteration 127Q: 34 clusters Score -1.428055e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162486 members 
Mstep: Class 3 contains 253082 members 
Mstep: Class 4 contains 16723 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 853659 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 10 contains 20620 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 33987 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51235 members 
Mstep: Class 16 contains 19268 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 97687 members 
Mstep: Class 23 contains 17169 members 
Mstep: Class 24 contains 3376 members 
Mstep: Class 25 contains 28825 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32008 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 15297 members 
Mstep: Class 32 contains 8635 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805520.000000 Penalty: 117974.585938
Iteration 128Q: 34 clusters Score -1.428055e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162490 members 
Mstep: Class 3 contains 253088 members 
Mstep: Class 4 contains 16719 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 853644 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19874 members 
Mstep: Class 10 contains 20615 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35312 members 
Mstep: Class 13 contains 33977 members 
Mstep: Class 14 contains 28341 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 19273 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 97689 members 
Mstep: Class 23 contains 17168 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 28823 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32020 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 15301 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 117974.585938
Iteration 129Q: 34 clusters Score -1.428056e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162493 members 
Mstep: Class 3 contains 253093 members 
Mstep: Class 4 contains 16716 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853632 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19875 members 
Mstep: Class 10 contains 20613 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33961 members 
Mstep: Class 14 contains 28341 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 19276 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17170 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 28822 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32037 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 15305 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805504.000000 Penalty: 117974.585938
Iteration 130Q: 34 clusters Score -1.428055e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162496 members 
Mstep: Class 3 contains 253098 members 
Mstep: Class 4 contains 16715 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853624 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 19876 members 
Mstep: Class 10 contains 20614 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 33936 members 
Mstep: Class 14 contains 28340 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 19277 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17172 members 
Mstep: Class 24 contains 3371 members 
Mstep: Class 25 contains 28819 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32057 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15304 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805488.000000 Penalty: 117974.585938
Iteration 131Q: 34 clusters Score -1.428055e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162499 members 
Mstep: Class 3 contains 253106 members 
Mstep: Class 4 contains 16713 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853616 members 
Mstep: Class 8 contains 8922 members 
Mstep: Class 9 contains 19874 members 
Mstep: Class 10 contains 20614 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 33908 members 
Mstep: Class 14 contains 28339 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 19279 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97690 members 
Mstep: Class 23 contains 17173 members 
Mstep: Class 24 contains 3369 members 
Mstep: Class 25 contains 28819 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32082 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15304 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805440.000000 Penalty: 117974.585938
Iteration 132Q: 34 clusters Score -1.428054e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 162498 members 
Mstep: Class 3 contains 253114 members 
Mstep: Class 4 contains 16711 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853606 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 20610 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33879 members 
Mstep: Class 14 contains 28338 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 19278 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97689 members 
Mstep: Class 23 contains 17174 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 28820 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32116 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15304 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805488.000000 Penalty: 117974.585938
Iteration 133Q: 34 clusters Score -1.428055e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162496 members 
Mstep: Class 3 contains 253127 members 
Mstep: Class 4 contains 16710 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853596 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19881 members 
Mstep: Class 10 contains 20604 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33842 members 
Mstep: Class 14 contains 28338 members 
Mstep: Class 15 contains 51235 members 
Mstep: Class 16 contains 19278 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97684 members 
Mstep: Class 23 contains 17174 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 28819 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32161 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15306 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805488.000000 Penalty: 117974.585938
Iteration 134Q: 34 clusters Score -1.428055e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162495 members 
Mstep: Class 3 contains 253131 members 
Mstep: Class 4 contains 16708 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853589 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 20595 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35306 members 
Mstep: Class 13 contains 33815 members 
Mstep: Class 14 contains 28336 members 
Mstep: Class 15 contains 51232 members 
Mstep: Class 16 contains 19278 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97683 members 
Mstep: Class 23 contains 17175 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 28817 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32208 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15308 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805616.000000 Penalty: 117974.585938
Iteration 135Q: 34 clusters Score -1.428056e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162497 members 
Mstep: Class 3 contains 253133 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853574 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19883 members 
Mstep: Class 10 contains 20590 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35306 members 
Mstep: Class 13 contains 33786 members 
Mstep: Class 14 contains 28333 members 
Mstep: Class 15 contains 51233 members 
Mstep: Class 16 contains 19277 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97681 members 
Mstep: Class 23 contains 17177 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 28814 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32256 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15307 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 117974.585938
Iteration 136Q: 34 clusters Score -1.428056e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162500 members 
Mstep: Class 3 contains 253132 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853564 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19884 members 
Mstep: Class 10 contains 20590 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33760 members 
Mstep: Class 14 contains 28330 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 19277 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97681 members 
Mstep: Class 23 contains 17179 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 28811 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32292 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 15305 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 117974.585938
Iteration 137Q: 34 clusters Score -1.428057e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162501 members 
Mstep: Class 3 contains 253132 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1543 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853547 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19885 members 
Mstep: Class 10 contains 20592 members 
Mstep: Class 11 contains 23608 members 
Mstep: Class 12 contains 35308 members 
Mstep: Class 13 contains 33735 members 
Mstep: Class 14 contains 28326 members 
Mstep: Class 15 contains 51227 members 
Mstep: Class 16 contains 19279 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97679 members 
Mstep: Class 23 contains 17185 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 28809 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32323 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15310 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 117974.585938
Iteration 138Q: 34 clusters Score -1.428056e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162500 members 
Mstep: Class 3 contains 253136 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1542 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853528 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20587 members 
Mstep: Class 11 contains 23609 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33707 members 
Mstep: Class 14 contains 28325 members 
Mstep: Class 15 contains 51229 members 
Mstep: Class 16 contains 19279 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97681 members 
Mstep: Class 23 contains 17189 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 28808 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32364 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15311 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805664.000000 Penalty: 117974.585938
Iteration 139Q: 34 clusters Score -1.428057e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162499 members 
Mstep: Class 3 contains 253143 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853503 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20579 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 33689 members 
Mstep: Class 14 contains 28327 members 
Mstep: Class 15 contains 51227 members 
Mstep: Class 16 contains 19279 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97682 members 
Mstep: Class 23 contains 17194 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 28808 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32404 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15312 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805664.000000 Penalty: 117974.585938
Iteration 140F: 34 clusters Score -1.428057e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162500 members 
Mstep: Class 3 contains 253145 members 
Mstep: Class 4 contains 16706 members 
Mstep: Class 5 contains 1546 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853494 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 20574 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 33666 members 
Mstep: Class 14 contains 28326 members 
Mstep: Class 15 contains 51221 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97681 members 
Mstep: Class 23 contains 17196 members 
Mstep: Class 24 contains 3347 members 
Mstep: Class 25 contains 28808 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32451 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15312 members 
Mstep: Class 32 contains 8638 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 141Q: 34 clusters Score -1.428057e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162505 members 
Mstep: Class 3 contains 253147 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1549 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853486 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19885 members 
Mstep: Class 10 contains 20572 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35300 members 
Mstep: Class 13 contains 33633 members 
Mstep: Class 14 contains 28323 members 
Mstep: Class 15 contains 51219 members 
Mstep: Class 16 contains 19281 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97679 members 
Mstep: Class 23 contains 17198 members 
Mstep: Class 24 contains 3342 members 
Mstep: Class 25 contains 28808 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32490 members 
Mstep: Class 28 contains 2444 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15310 members 
Mstep: Class 32 contains 8641 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 142Q: 34 clusters Score -1.428057e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162508 members 
Mstep: Class 3 contains 253155 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1549 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853476 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19884 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 33603 members 
Mstep: Class 14 contains 28320 members 
Mstep: Class 15 contains 51220 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97675 members 
Mstep: Class 23 contains 17201 members 
Mstep: Class 24 contains 3341 members 
Mstep: Class 25 contains 28808 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32532 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15311 members 
Mstep: Class 32 contains 8641 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 117974.585938
Iteration 143Q: 34 clusters Score -1.428058e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162513 members 
Mstep: Class 3 contains 253163 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853462 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 20560 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 33571 members 
Mstep: Class 14 contains 28319 members 
Mstep: Class 15 contains 51219 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97676 members 
Mstep: Class 23 contains 17205 members 
Mstep: Class 24 contains 3340 members 
Mstep: Class 25 contains 28808 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32560 members 
Mstep: Class 28 contains 2445 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15313 members 
Mstep: Class 32 contains 8641 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 117974.585938
Iteration 144Q: 34 clusters Score -1.428058e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162515 members 
Mstep: Class 3 contains 253171 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1554 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853453 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19879 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 33536 members 
Mstep: Class 14 contains 28316 members 
Mstep: Class 15 contains 51216 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3927 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19003 members 
Mstep: Class 22 contains 97674 members 
Mstep: Class 23 contains 17208 members 
Mstep: Class 24 contains 3339 members 
Mstep: Class 25 contains 28806 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32597 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15313 members 
Mstep: Class 32 contains 8640 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805808.000000 Penalty: 117974.585938
Iteration 145Q: 34 clusters Score -1.428058e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253172 members 
Mstep: Class 4 contains 16706 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853445 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 33509 members 
Mstep: Class 14 contains 28310 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97673 members 
Mstep: Class 23 contains 17212 members 
Mstep: Class 24 contains 3337 members 
Mstep: Class 25 contains 28805 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32623 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15319 members 
Mstep: Class 32 contains 8640 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 146Q: 34 clusters Score -1.428058e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162519 members 
Mstep: Class 3 contains 253177 members 
Mstep: Class 4 contains 16706 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853440 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19881 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 33486 members 
Mstep: Class 14 contains 28306 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97675 members 
Mstep: Class 23 contains 17213 members 
Mstep: Class 24 contains 3334 members 
Mstep: Class 25 contains 28801 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32642 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15325 members 
Mstep: Class 32 contains 8638 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805824.000000 Penalty: 117974.585938
Iteration 147Q: 34 clusters Score -1.428058e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 162519 members 
Mstep: Class 3 contains 253182 members 
Mstep: Class 4 contains 16707 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853436 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19877 members 
Mstep: Class 10 contains 20564 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 33466 members 
Mstep: Class 14 contains 28305 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 19280 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97677 members 
Mstep: Class 23 contains 17214 members 
Mstep: Class 24 contains 3327 members 
Mstep: Class 25 contains 28800 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32660 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15326 members 
Mstep: Class 32 contains 8638 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 117974.585938
Iteration 148Q: 34 clusters Score -1.428058e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162519 members 
Mstep: Class 3 contains 253185 members 
Mstep: Class 4 contains 16706 members 
Mstep: Class 5 contains 1581 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853430 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19876 members 
Mstep: Class 10 contains 20565 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 33446 members 
Mstep: Class 14 contains 28303 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 19283 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97676 members 
Mstep: Class 23 contains 17223 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 28800 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32674 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15326 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805840.000000 Penalty: 117974.585938
Iteration 149Q: 34 clusters Score -1.428058e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253186 members 
Mstep: Class 4 contains 16705 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853419 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19874 members 
Mstep: Class 10 contains 20565 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35305 members 
Mstep: Class 13 contains 33426 members 
Mstep: Class 14 contains 28303 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 19285 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 97677 members 
Mstep: Class 23 contains 17227 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 28797 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32696 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6490 members 
Mstep: Class 31 contains 15328 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 150Q: 34 clusters Score -1.428058e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162521 members 
Mstep: Class 3 contains 253189 members 
Mstep: Class 4 contains 16704 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853408 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19870 members 
Mstep: Class 10 contains 20565 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33403 members 
Mstep: Class 14 contains 28302 members 
Mstep: Class 15 contains 51216 members 
Mstep: Class 16 contains 19287 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97678 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3304 members 
Mstep: Class 25 contains 28797 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32716 members 
Mstep: Class 28 contains 2447 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6488 members 
Mstep: Class 31 contains 15331 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805808.000000 Penalty: 117974.585938
Iteration 151Q: 34 clusters Score -1.428058e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162521 members 
Mstep: Class 3 contains 253185 members 
Mstep: Class 4 contains 16705 members 
Mstep: Class 5 contains 1614 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853401 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19871 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33393 members 
Mstep: Class 14 contains 28300 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 16 contains 19290 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97682 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3297 members 
Mstep: Class 25 contains 28796 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32733 members 
Mstep: Class 28 contains 2448 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6486 members 
Mstep: Class 31 contains 15332 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805872.000000 Penalty: 117974.585938
Iteration 152Q: 34 clusters Score -1.428059e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253191 members 
Mstep: Class 4 contains 16706 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853395 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20562 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33381 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 16 contains 19291 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97686 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3291 members 
Mstep: Class 25 contains 28795 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32741 members 
Mstep: Class 28 contains 2448 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6484 members 
Mstep: Class 31 contains 15332 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805920.000000 Penalty: 117974.585938
Iteration 153Q: 34 clusters Score -1.428059e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253192 members 
Mstep: Class 4 contains 16705 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853390 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19868 members 
Mstep: Class 10 contains 20561 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33367 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 19290 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97692 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3283 members 
Mstep: Class 25 contains 28795 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32754 members 
Mstep: Class 28 contains 2449 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6483 members 
Mstep: Class 31 contains 15333 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805936.000000 Penalty: 117974.585938
Iteration 154Q: 34 clusters Score -1.428059e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162516 members 
Mstep: Class 3 contains 253195 members 
Mstep: Class 4 contains 16704 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853389 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20561 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33351 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 19291 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97693 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3279 members 
Mstep: Class 25 contains 28796 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32770 members 
Mstep: Class 28 contains 2450 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6480 members 
Mstep: Class 31 contains 15336 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806064.000000 Penalty: 117974.585938
Iteration 155Q: 34 clusters Score -1.428061e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253198 members 
Mstep: Class 4 contains 16703 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853385 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20561 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35308 members 
Mstep: Class 13 contains 33336 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 16 contains 19292 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97694 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3278 members 
Mstep: Class 25 contains 28794 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32781 members 
Mstep: Class 28 contains 2452 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6478 members 
Mstep: Class 31 contains 15338 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806064.000000 Penalty: 117974.585938
Iteration 156Q: 34 clusters Score -1.428061e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253200 members 
Mstep: Class 4 contains 16703 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853377 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 20561 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51214 members 
Mstep: Class 16 contains 19292 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97694 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3277 members 
Mstep: Class 25 contains 28794 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32791 members 
Mstep: Class 28 contains 2454 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6474 members 
Mstep: Class 31 contains 15339 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806048.000000 Penalty: 117974.585938
Iteration 157Q: 34 clusters Score -1.42806e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253197 members 
Mstep: Class 4 contains 16701 members 
Mstep: Class 5 contains 1656 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853377 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20560 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33316 members 
Mstep: Class 14 contains 28300 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 19293 members 
Mstep: Class 17 contains 3926 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5715 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97696 members 
Mstep: Class 23 contains 17229 members 
Mstep: Class 24 contains 3277 members 
Mstep: Class 25 contains 28794 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32800 members 
Mstep: Class 28 contains 2457 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 15342 members 
Mstep: Class 32 contains 8637 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806016.000000 Penalty: 117974.585938
Iteration 158Q: 34 clusters Score -1.42806e+08 nChanged 40
Entering ConstructFrom: 
Score: -142806016.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -141085.906250 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -141085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -138506.906250 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -138506.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -138904.500000 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -138904.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -139037.656250 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -139037.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -139115.000000 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -139115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -139160.437500 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -139160.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -139194.984375 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -139195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -139218.593750 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -139218.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139238.984375 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -139239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -139254.984375 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -139255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139266.078125 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -139266.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -139274.156250 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -139274.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -139278.156250 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -139278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139279.890625 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -139279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139280.875000 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -139280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139280.875000 Penalty: 3746.430176
	Iteration 14F: 3 clusters Score -139280.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162517 members 
Entering Unmasked Estep 
Score: -13236807.000000 Penalty: 2975.637451
	Iteration 0F: 2 clusters Score -1.323681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -13127990.000000 Penalty: 5951.274902
	Iteration 0F: 3 clusters Score -1.312799e+07 nChanged 77700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -13173681.000000 Penalty: 5951.274902
	Iteration 1F: 3 clusters Score -1.317368e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -13175044.000000 Penalty: 5951.274902
	Iteration 2Q: 3 clusters Score -1.317504e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -13177204.000000 Penalty: 5951.274902
	Iteration 3Q: 3 clusters Score -1.31772e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -13181108.000000 Penalty: 5951.274902
	Iteration 4Q: 3 clusters Score -1.318111e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 112750 members 
Entering Unmasked Estep 
Score: -13188232.000000 Penalty: 5951.274902
	Iteration 5F: 3 clusters Score -1.318823e+07 nChanged 13856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -13200024.000000 Penalty: 5951.274902
	Iteration 6F: 3 clusters Score -1.320002e+07 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -13213652.000000 Penalty: 5951.274902
	Iteration 7F: 3 clusters Score -1.321365e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -13224569.000000 Penalty: 5951.274902
	Iteration 8F: 3 clusters Score -1.322457e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 156733 members 
Entering Unmasked Estep 
Score: -13230255.000000 Penalty: 5951.274902
	Iteration 9Q: 3 clusters Score -1.323026e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -13232532.000000 Penalty: 5951.274902
	Iteration 10Q: 3 clusters Score -1.323253e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 160125 members 
Entering Unmasked Estep 
Score: -13233399.000000 Penalty: 5951.274902
	Iteration 11Q: 3 clusters Score -1.32334e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -13233873.000000 Penalty: 5951.274902
	Iteration 12Q: 3 clusters Score -1.323387e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 160840 members 
Entering Unmasked Estep 
Score: -13234048.000000 Penalty: 5951.274902
	Iteration 13Q: 3 clusters Score -1.323405e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 160994 members 
Entering Unmasked Estep 
Score: -13234217.000000 Penalty: 5951.274902
	Iteration 14Q: 3 clusters Score -1.323422e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 161112 members 
Entering Unmasked Estep 
Score: -13234310.000000 Penalty: 5951.274902
	Iteration 15Q: 3 clusters Score -1.323431e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -13234410.000000 Penalty: 5951.274902
	Iteration 16Q: 3 clusters Score -1.323441e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -13234425.000000 Penalty: 5951.274902
	Iteration 17Q: 3 clusters Score -1.323442e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 161282 members 
Entering Unmasked Estep 
Score: -13234447.000000 Penalty: 5951.274902
	Iteration 18Q: 3 clusters Score -1.323445e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 161306 members 
Entering Unmasked Estep 
Score: -13234461.000000 Penalty: 5951.274902
	Iteration 19Q: 3 clusters Score -1.323446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -13234470.000000 Penalty: 5951.274902
	Iteration 20F: 3 clusters Score -1.323447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -13234462.000000 Penalty: 5951.274902
	Iteration 21Q: 3 clusters Score -1.323446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -13234472.000000 Penalty: 5951.274902
	Iteration 22Q: 3 clusters Score -1.323447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -13234473.000000 Penalty: 5951.274902
	Iteration 23Q: 3 clusters Score -1.323447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -13234480.000000 Penalty: 5951.274902
	Iteration 24Q: 3 clusters Score -1.323448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 161378 members 
Entering Unmasked Estep 
Score: -13234496.000000 Penalty: 5951.274902
	Iteration 25Q: 3 clusters Score -1.32345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -13234495.000000 Penalty: 5951.274902
	Iteration 26Q: 3 clusters Score -1.32345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -13234501.000000 Penalty: 5951.274902
	Iteration 27Q: 3 clusters Score -1.32345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -13234502.000000 Penalty: 5951.274902
	Iteration 28Q: 3 clusters Score -1.32345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -13234514.000000 Penalty: 5951.274902
	Iteration 29Q: 3 clusters Score -1.323451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 161404 members 
Entering Unmasked Estep 
Score: -13234522.000000 Penalty: 5951.274902
	Iteration 30Q: 3 clusters Score -1.323452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 161406 members 
Entering Unmasked Estep 
Score: -13234528.000000 Penalty: 5951.274902
	Iteration 31Q: 3 clusters Score -1.323453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 161417 members 
Entering Unmasked Estep 
Score: -13234535.000000 Penalty: 5951.274902
	Iteration 32Q: 3 clusters Score -1.323454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -13234552.000000 Penalty: 5951.274902
	Iteration 33Q: 3 clusters Score -1.323455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -13234557.000000 Penalty: 5951.274902
	Iteration 34Q: 3 clusters Score -1.323456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -13234555.000000 Penalty: 5951.274902
	Iteration 35Q: 3 clusters Score -1.323456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -13234560.000000 Penalty: 5951.274902
	Iteration 36Q: 3 clusters Score -1.323456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -13234562.000000 Penalty: 5951.274902
	Iteration 37Q: 3 clusters Score -1.323456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -13234567.000000 Penalty: 5951.274902
	Iteration 38Q: 3 clusters Score -1.323457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -13234563.000000 Penalty: 5951.274902
	Iteration 39Q: 3 clusters Score -1.323456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 161448 members 
Entering Unmasked Estep 
Score: -13234565.000000 Penalty: 5951.274902
	Iteration 40F: 3 clusters Score -1.323456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -13234567.000000 Penalty: 5951.274902
	Iteration 41Q: 3 clusters Score -1.323457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 161447 members 
Entering Unmasked Estep 
Score: -13234567.000000 Penalty: 5951.274902
	Iteration 42F: 3 clusters Score -1.323457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (253195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253195 members 
Entering Unmasked Estep 
Score: -20454924.000000 Penalty: 3085.594971
	Iteration 0F: 2 clusters Score -2.045492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126375 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -20285100.000000 Penalty: 6171.189941
	Iteration 0F: 3 clusters Score -2.02851e+07 nChanged 122104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -20357094.000000 Penalty: 6171.189941
	Iteration 1F: 3 clusters Score -2.035709e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115735 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
Score: -20358616.000000 Penalty: 6171.189941
	Iteration 2Q: 3 clusters Score -2.035862e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -20361150.000000 Penalty: 6171.189941
	Iteration 3Q: 3 clusters Score -2.036115e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 152197 members 
Entering Unmasked Estep 
Score: -20365358.000000 Penalty: 6171.189941
	Iteration 4Q: 3 clusters Score -2.036536e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 165301 members 
Entering Unmasked Estep 
Score: -20373070.000000 Penalty: 6171.189941
	Iteration 5F: 3 clusters Score -2.037307e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 183266 members 
Entering Unmasked Estep 
Score: -20386344.000000 Penalty: 6171.189941
	Iteration 6F: 3 clusters Score -2.038634e+07 nChanged 21954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 204936 members 
Entering Unmasked Estep 
Score: -20405872.000000 Penalty: 6171.189941
	Iteration 7F: 3 clusters Score -2.040587e+07 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 225572 members 
Entering Unmasked Estep 
Score: -20426286.000000 Penalty: 6171.189941
	Iteration 8F: 3 clusters Score -2.042629e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 239984 members 
Entering Unmasked Estep 
Score: -20440806.000000 Penalty: 6171.189941
	Iteration 9F: 3 clusters Score -2.044081e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 247261 members 
Entering Unmasked Estep 
Score: -20447820.000000 Penalty: 6171.189941
	Iteration 10Q: 3 clusters Score -2.044782e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 250291 members 
Entering Unmasked Estep 
Score: -20450528.000000 Penalty: 6171.189941
	Iteration 11Q: 3 clusters Score -2.045053e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 251412 members 
Entering Unmasked Estep 
Score: -20451698.000000 Penalty: 6171.189941
	Iteration 12Q: 3 clusters Score -2.04517e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 251823 members 
Entering Unmasked Estep 
Score: -20452144.000000 Penalty: 6171.189941
	Iteration 13Q: 3 clusters Score -2.045214e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 251977 members 
Entering Unmasked Estep 
Score: -20452390.000000 Penalty: 6171.189941
	Iteration 14Q: 3 clusters Score -2.045239e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 252047 members 
Entering Unmasked Estep 
Score: -20452498.000000 Penalty: 6171.189941
	Iteration 15Q: 3 clusters Score -2.04525e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 252090 members 
Entering Unmasked Estep 
Score: -20452560.000000 Penalty: 6171.189941
	Iteration 16Q: 3 clusters Score -2.045256e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 252129 members 
Entering Unmasked Estep 
Score: -20452646.000000 Penalty: 6171.189941
	Iteration 17Q: 3 clusters Score -2.045265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 252132 members 
Entering Unmasked Estep 
Score: -20452682.000000 Penalty: 6171.189941
	Iteration 18Q: 3 clusters Score -2.045268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 252136 members 
Entering Unmasked Estep 
Score: -20452734.000000 Penalty: 6171.189941
	Iteration 19Q: 3 clusters Score -2.045273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 252139 members 
Entering Unmasked Estep 
Score: -20452748.000000 Penalty: 6171.189941
	Iteration 20F: 3 clusters Score -2.045275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 252137 members 
Entering Unmasked Estep 
Score: -20452738.000000 Penalty: 6171.189941
	Iteration 21Q: 3 clusters Score -2.045274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 252136 members 
Entering Unmasked Estep 
Score: -20452740.000000 Penalty: 6171.189941
	Iteration 22Q: 3 clusters Score -2.045274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 252129 members 
Entering Unmasked Estep 
Score: -20452752.000000 Penalty: 6171.189941
	Iteration 23Q: 3 clusters Score -2.045275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 252127 members 
Entering Unmasked Estep 
Score: -20452758.000000 Penalty: 6171.189941
	Iteration 24Q: 3 clusters Score -2.045276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 252125 members 
Entering Unmasked Estep 
Score: -20452764.000000 Penalty: 6171.189941
	Iteration 25Q: 3 clusters Score -2.045276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 252121 members 
Entering Unmasked Estep 
Score: -20452762.000000 Penalty: 6171.189941
	Iteration 26Q: 3 clusters Score -2.045276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 252117 members 
Entering Unmasked Estep 
Score: -20452768.000000 Penalty: 6171.189941
	Iteration 27Q: 3 clusters Score -2.045277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 252116 members 
Entering Unmasked Estep 
Score: -20452766.000000 Penalty: 6171.189941
	Iteration 28Q: 3 clusters Score -2.045277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 252117 members 
Entering Unmasked Estep 
Score: -20452772.000000 Penalty: 6171.189941
	Iteration 29Q: 3 clusters Score -2.045277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 252115 members 
Entering Unmasked Estep 
Score: -20452764.000000 Penalty: 6171.189941
	Iteration 30Q: 3 clusters Score -2.045276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 252114 members 
Entering Unmasked Estep 
Score: -20452766.000000 Penalty: 6171.189941
	Iteration 31Q: 3 clusters Score -2.045277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 252114 members 
Entering Unmasked Estep 
Score: -20452766.000000 Penalty: 6171.189941
	Iteration 32F: 3 clusters Score -2.045277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Entering Unmasked Estep 
Score: -1284415.250000 Penalty: 2411.344482
	Iteration 0F: 2 clusters Score -1284415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1272473.500000 Penalty: 4822.688965
	Iteration 0F: 3 clusters Score -1272474 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1276347.250000 Penalty: 4822.688965
	Iteration 1F: 3 clusters Score -1276347 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1276825.875000 Penalty: 4822.688965
	Iteration 2F: 3 clusters Score -1276826 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1277320.625000 Penalty: 4822.688965
	Iteration 3F: 3 clusters Score -1277321 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1277860.250000 Penalty: 4822.688965
	Iteration 4F: 3 clusters Score -1277860 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1278345.500000 Penalty: 4822.688965
	Iteration 5F: 3 clusters Score -1278346 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1278778.000000 Penalty: 4822.688965
	Iteration 6F: 3 clusters Score -1278778 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1279164.250000 Penalty: 4822.688965
	Iteration 7Q: 3 clusters Score -1279164 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1279521.750000 Penalty: 4822.688965
	Iteration 8Q: 3 clusters Score -1279522 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1279917.250000 Penalty: 4822.688965
	Iteration 9Q: 3 clusters Score -1279917 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1280374.625000 Penalty: 4822.688965
	Iteration 10Q: 3 clusters Score -1280375 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1280854.125000 Penalty: 4822.688965
	Iteration 11Q: 3 clusters Score -1280854 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1281300.375000 Penalty: 4822.688965
	Iteration 12Q: 3 clusters Score -1281300 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1281623.375000 Penalty: 4822.688965
	Iteration 13Q: 3 clusters Score -1281623 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1281884.875000 Penalty: 4822.688965
	Iteration 14Q: 3 clusters Score -1281885 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1282056.875000 Penalty: 4822.688965
	Iteration 15Q: 3 clusters Score -1282057 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1282140.625000 Penalty: 4822.688965
	Iteration 16Q: 3 clusters Score -1282141 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1282200.750000 Penalty: 4822.688965
	Iteration 17Q: 3 clusters Score -1282201 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1282230.625000 Penalty: 4822.688965
	Iteration 18Q: 3 clusters Score -1282231 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1282249.125000 Penalty: 4822.688965
	Iteration 19Q: 3 clusters Score -1282249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1282259.875000 Penalty: 4822.688965
	Iteration 20F: 3 clusters Score -1282260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1282267.625000 Penalty: 4822.688965
	Iteration 21Q: 3 clusters Score -1282268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1282274.125000 Penalty: 4822.688965
	Iteration 22Q: 3 clusters Score -1282274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1282282.625000 Penalty: 4822.688965
	Iteration 23Q: 3 clusters Score -1282283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1282285.875000 Penalty: 4822.688965
	Iteration 24Q: 3 clusters Score -1282286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1282287.875000 Penalty: 4822.688965
	Iteration 25Q: 3 clusters Score -1282288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1282293.500000 Penalty: 4822.688965
	Iteration 26Q: 3 clusters Score -1282294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1282294.125000 Penalty: 4822.688965
	Iteration 27Q: 3 clusters Score -1282294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1282297.500000 Penalty: 4822.688965
	Iteration 28Q: 3 clusters Score -1282298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1282299.000000 Penalty: 4822.688965
	Iteration 29Q: 3 clusters Score -1282299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1282304.500000 Penalty: 4822.688965
	Iteration 30Q: 3 clusters Score -1282304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1282302.750000 Penalty: 4822.688965
	Iteration 31Q: 3 clusters Score -1282303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1282307.500000 Penalty: 4822.688965
	Iteration 32Q: 3 clusters Score -1282308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1282307.875000 Penalty: 4822.688965
	Iteration 33Q: 3 clusters Score -1282308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1282305.875000 Penalty: 4822.688965
	Iteration 34Q: 3 clusters Score -1282306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1282305.875000 Penalty: 4822.688965
	Iteration 35Q: 3 clusters Score -1282306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1282311.750000 Penalty: 4822.688965
	Iteration 36Q: 3 clusters Score -1282312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1282314.000000 Penalty: 4822.688965
	Iteration 37Q: 3 clusters Score -1282314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1282312.250000 Penalty: 4822.688965
	Iteration 38Q: 3 clusters Score -1282312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1282308.000000 Penalty: 4822.688965
	Iteration 39Q: 3 clusters Score -1282308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1282312.625000 Penalty: 4822.688965
	Iteration 40F: 3 clusters Score -1282313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1282311.125000 Penalty: 4822.688965
	Iteration 41Q: 3 clusters Score -1282311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1282314.625000 Penalty: 4822.688965
	Iteration 42Q: 3 clusters Score -1282315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1282314.250000 Penalty: 4822.688965
	Iteration 43Q: 3 clusters Score -1282314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1282317.250000 Penalty: 4822.688965
	Iteration 44Q: 3 clusters Score -1282317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1282317.250000 Penalty: 4822.688965
	Iteration 45F: 3 clusters Score -1282317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Entering Unmasked Estep 
Score: -123855.812500 Penalty: 1838.963379
	Iteration 0F: 2 clusters Score -123855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -121449.796875 Penalty: 3677.926758
	Iteration 0F: 3 clusters Score -121449.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -121945.398438 Penalty: 3677.926758
	Iteration 1F: 3 clusters Score -121945.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122166.789062 Penalty: 3677.926758
	Iteration 2F: 3 clusters Score -122166.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -122289.367188 Penalty: 3677.926758
	Iteration 3F: 3 clusters Score -122289.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122345.570312 Penalty: 3677.926758
	Iteration 4Q: 3 clusters Score -122345.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -122366.210938 Penalty: 3677.926758
	Iteration 5Q: 3 clusters Score -122366.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -122380.460938 Penalty: 3677.926758
	Iteration 6Q: 3 clusters Score -122380.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -122392.484375 Penalty: 3677.926758
	Iteration 7Q: 3 clusters Score -122392.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122400.601562 Penalty: 3677.926758
	Iteration 8Q: 3 clusters Score -122400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122407.546875 Penalty: 3677.926758
	Iteration 9Q: 3 clusters Score -122407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -122416.093750 Penalty: 3677.926758
	Iteration 10Q: 3 clusters Score -122416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -122420.343750 Penalty: 3677.926758
	Iteration 11Q: 3 clusters Score -122420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -122423.218750 Penalty: 3677.926758
	Iteration 12Q: 3 clusters Score -122423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -122426.843750 Penalty: 3677.926758
	Iteration 13Q: 3 clusters Score -122426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -122433.476562 Penalty: 3677.926758
	Iteration 14Q: 3 clusters Score -122433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -122434.679688 Penalty: 3677.926758
	Iteration 15Q: 3 clusters Score -122434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -122434.679688 Penalty: 3677.926758
	Iteration 16F: 3 clusters Score -122434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -67284.070312 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -67284.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65354.976562 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -65354.98 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -65643.601562 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -65643.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -65744.976562 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -65744.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -65797.851562 Penalty: 3428.720215
	Iteration 3Q: 3 clusters Score -65797.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -65826.601562 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -65826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -65834.703125 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -65834.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -65841.445312 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -65841.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -65842.164062 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -65842.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -65842.164062 Penalty: 3428.720215
	Iteration 8F: 3 clusters Score -65842.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (853374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853374 members 
Entering Unmasked Estep 
Score: -68872928.000000 Penalty: 3386.924316
	Iteration 0F: 2 clusters Score -6.887293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427345 members 
Mstep: Class 2 contains 426029 members 
Entering Unmasked Estep 
Score: -68302376.000000 Penalty: 6773.848633
	Iteration 0F: 3 clusters Score -6.830238e+07 nChanged 418981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444602 members 
Mstep: Class 2 contains 408772 members 
Entering Unmasked Estep 
Score: -68558816.000000 Penalty: 6773.848633
	Iteration 1F: 3 clusters Score -6.855882e+07 nChanged 18548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455560 members 
Mstep: Class 2 contains 397814 members 
Entering Unmasked Estep 
Score: -68562336.000000 Penalty: 6773.848633
	Iteration 2Q: 3 clusters Score -6.856234e+07 nChanged 22902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473106 members 
Mstep: Class 2 contains 380268 members 
Entering Unmasked Estep 
Score: -68568928.000000 Penalty: 6773.848633
	Iteration 3Q: 3 clusters Score -6.856893e+07 nChanged 30592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500788 members 
Mstep: Class 2 contains 352586 members 
Entering Unmasked Estep 
Score: -68579360.000000 Penalty: 6773.848633
	Iteration 4Q: 3 clusters Score -6.857936e+07 nChanged 43294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543220 members 
Mstep: Class 2 contains 310154 members 
Entering Unmasked Estep 
Score: -68601368.000000 Penalty: 6773.848633
	Iteration 5F: 3 clusters Score -6.860137e+07 nChanged 60998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604084 members 
Mstep: Class 2 contains 249290 members 
Entering Unmasked Estep 
Score: -68641816.000000 Penalty: 6773.848633
	Iteration 6F: 3 clusters Score -6.864182e+07 nChanged 75753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679833 members 
Mstep: Class 2 contains 173541 members 
Entering Unmasked Estep 
Score: -68705376.000000 Penalty: 6773.848633
	Iteration 7F: 3 clusters Score -6.870538e+07 nChanged 75660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755493 members 
Mstep: Class 2 contains 97881 members 
Entering Unmasked Estep 
Score: -68776120.000000 Penalty: 6773.848633
	Iteration 8F: 3 clusters Score -6.877612e+07 nChanged 54953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810446 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -68828960.000000 Penalty: 6773.848633
	Iteration 9F: 3 clusters Score -6.882896e+07 nChanged 27848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838294 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -68855592.000000 Penalty: 6773.848633
	Iteration 10Q: 3 clusters Score -6.885559e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848663 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -68865568.000000 Penalty: 6773.848633
	Iteration 11Q: 3 clusters Score -6.886557e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851801 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -68868352.000000 Penalty: 6773.848633
	Iteration 12Q: 3 clusters Score -6.886835e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852701 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68869176.000000 Penalty: 6773.848633
	Iteration 13Q: 3 clusters Score -6.886918e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852948 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68869640.000000 Penalty: 6773.848633
	Iteration 14Q: 3 clusters Score -6.886964e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853011 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68869776.000000 Penalty: 6773.848633
	Iteration 15Q: 3 clusters Score -6.886978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853038 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68869880.000000 Penalty: 6773.848633
	Iteration 16Q: 3 clusters Score -6.886988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853049 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68869880.000000 Penalty: 6773.848633
	Iteration 17Q: 3 clusters Score -6.886988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853055 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68869888.000000 Penalty: 6773.848633
	Iteration 18Q: 3 clusters Score -6.886989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853060 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68869888.000000 Penalty: 6773.848633
	Iteration 19Q: 3 clusters Score -6.886989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853059 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68869904.000000 Penalty: 6773.848633
	Iteration 20F: 3 clusters Score -6.88699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853060 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68869880.000000 Penalty: 6773.848633
	Iteration 21Q: 3 clusters Score -6.886988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853064 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68869896.000000 Penalty: 6773.848633
	Iteration 22Q: 3 clusters Score -6.88699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853066 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68869920.000000 Penalty: 6773.848633
	Iteration 23Q: 3 clusters Score -6.886992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853068 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68869928.000000 Penalty: 6773.848633
	Iteration 24Q: 3 clusters Score -6.886993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853068 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68869928.000000 Penalty: 6773.848633
	Iteration 25Q: 3 clusters Score -6.886993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853068 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68869928.000000 Penalty: 6773.848633
	Iteration 26F: 3 clusters Score -6.886993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -745028.687500 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -745028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -737991.375000 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -737991.4 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -739947.062500 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -739947.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -740208.187500 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -740208.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -740380.187500 Penalty: 4511.697266
	Iteration 3Q: 3 clusters Score -740380.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -740491.500000 Penalty: 4511.697266
	Iteration 4Q: 3 clusters Score -740491.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -740585.312500 Penalty: 4511.697266
	Iteration 5Q: 3 clusters Score -740585.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -740672.250000 Penalty: 4511.697266
	Iteration 6Q: 3 clusters Score -740672.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -740758.437500 Penalty: 4511.697266
	Iteration 7Q: 3 clusters Score -740758.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -740869.625000 Penalty: 4511.697266
	Iteration 8Q: 3 clusters Score -740869.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -741000.812500 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -741000.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -741142.500000 Penalty: 4511.697266
	Iteration 10Q: 3 clusters Score -741142.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -741312.187500 Penalty: 4511.697266
	Iteration 11Q: 3 clusters Score -741312.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -741494.312500 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -741494.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -741723.187500 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -741723.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -741971.062500 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -741971.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -742243.312500 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -742243.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -742467.375000 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -742467.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -742639.625000 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -742639.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -742755.875000 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -742755.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -742838.687500 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -742838.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -742913.875000 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -742913.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -742971.812500 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -742971.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -742996.062500 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -742996.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -743011.937500 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -743011.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -743023.437500 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -743023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -743032.500000 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -743032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -743038.250000 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -743038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -743042.250000 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -743042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -743045.812500 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -743045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -743050.812500 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -743050.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -743050.437500 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -743050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -743051.187500 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -743051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -743052.812500 Penalty: 4511.697266
	Iteration 32Q: 3 clusters Score -743052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -743054.000000 Penalty: 4511.697266
	Iteration 33Q: 3 clusters Score -743054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -743054.000000 Penalty: 4511.697266
	Iteration 34F: 3 clusters Score -743054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Entering Unmasked Estep 
Score: -1388150.750000 Penalty: 2454.397705
	Iteration 0F: 2 clusters Score -1388151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1374271.625000 Penalty: 4908.795410
	Iteration 0F: 3 clusters Score -1374272 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1379283.375000 Penalty: 4908.795410
	Iteration 1F: 3 clusters Score -1379283 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1379764.250000 Penalty: 4908.795410
	Iteration 2F: 3 clusters Score -1379764 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1380177.250000 Penalty: 4908.795410
	Iteration 3Q: 3 clusters Score -1380177 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1380563.250000 Penalty: 4908.795410
	Iteration 4Q: 3 clusters Score -1380563 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1380971.750000 Penalty: 4908.795410
	Iteration 5Q: 3 clusters Score -1380972 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1381455.125000 Penalty: 4908.795410
	Iteration 6Q: 3 clusters Score -1381455 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1381997.250000 Penalty: 4908.795410
	Iteration 7Q: 3 clusters Score -1381997 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1382557.750000 Penalty: 4908.795410
	Iteration 8Q: 3 clusters Score -1382558 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1383093.750000 Penalty: 4908.795410
	Iteration 9Q: 3 clusters Score -1383094 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1383582.500000 Penalty: 4908.795410
	Iteration 10Q: 3 clusters Score -1383582 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1384020.500000 Penalty: 4908.795410
	Iteration 11Q: 3 clusters Score -1384020 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1384338.250000 Penalty: 4908.795410
	Iteration 12Q: 3 clusters Score -1384338 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1384522.750000 Penalty: 4908.795410
	Iteration 13Q: 3 clusters Score -1384523 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1384644.125000 Penalty: 4908.795410
	Iteration 14Q: 3 clusters Score -1384644 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1384762.250000 Penalty: 4908.795410
	Iteration 15Q: 3 clusters Score -1384762 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1384853.625000 Penalty: 4908.795410
	Iteration 16Q: 3 clusters Score -1384854 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1384927.000000 Penalty: 4908.795410
	Iteration 17Q: 3 clusters Score -1384927 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1384989.625000 Penalty: 4908.795410
	Iteration 18Q: 3 clusters Score -1384990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1385033.875000 Penalty: 4908.795410
	Iteration 19Q: 3 clusters Score -1385034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1385084.125000 Penalty: 4908.795410
	Iteration 20F: 3 clusters Score -1385084 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1385112.625000 Penalty: 4908.795410
	Iteration 21Q: 3 clusters Score -1385113 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1385135.625000 Penalty: 4908.795410
	Iteration 22Q: 3 clusters Score -1385136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1385154.875000 Penalty: 4908.795410
	Iteration 23Q: 3 clusters Score -1385155 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1385175.375000 Penalty: 4908.795410
	Iteration 24Q: 3 clusters Score -1385175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1385190.250000 Penalty: 4908.795410
	Iteration 25Q: 3 clusters Score -1385190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1385210.000000 Penalty: 4908.795410
	Iteration 26Q: 3 clusters Score -1385210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1385232.000000 Penalty: 4908.795410
	Iteration 27Q: 3 clusters Score -1385232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1385255.250000 Penalty: 4908.795410
	Iteration 28Q: 3 clusters Score -1385255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1385274.375000 Penalty: 4908.795410
	Iteration 29Q: 3 clusters Score -1385274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1385288.625000 Penalty: 4908.795410
	Iteration 30Q: 3 clusters Score -1385289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1385301.375000 Penalty: 4908.795410
	Iteration 31Q: 3 clusters Score -1385301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1385305.500000 Penalty: 4908.795410
	Iteration 32Q: 3 clusters Score -1385306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1385310.625000 Penalty: 4908.795410
	Iteration 33Q: 3 clusters Score -1385311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1385318.250000 Penalty: 4908.795410
	Iteration 34Q: 3 clusters Score -1385318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1385328.750000 Penalty: 4908.795410
	Iteration 35Q: 3 clusters Score -1385329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1385334.375000 Penalty: 4908.795410
	Iteration 36Q: 3 clusters Score -1385334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1385333.625000 Penalty: 4908.795410
	Iteration 37Q: 3 clusters Score -1385334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1385337.125000 Penalty: 4908.795410
	Iteration 38Q: 3 clusters Score -1385337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1385342.625000 Penalty: 4908.795410
	Iteration 39Q: 3 clusters Score -1385343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1385345.125000 Penalty: 4908.795410
	Iteration 40F: 3 clusters Score -1385345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1385349.000000 Penalty: 4908.795410
	Iteration 41Q: 3 clusters Score -1385349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1385352.125000 Penalty: 4908.795410
	Iteration 42Q: 3 clusters Score -1385352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1385351.750000 Penalty: 4908.795410
	Iteration 43Q: 3 clusters Score -1385352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1385354.750000 Penalty: 4908.795410
	Iteration 44Q: 3 clusters Score -1385355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1385358.125000 Penalty: 4908.795410
	Iteration 45Q: 3 clusters Score -1385358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1385361.125000 Penalty: 4908.795410
	Iteration 46Q: 3 clusters Score -1385361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1385359.375000 Penalty: 4908.795410
	Iteration 47Q: 3 clusters Score -1385359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1385364.750000 Penalty: 4908.795410
	Iteration 48Q: 3 clusters Score -1385365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1385366.000000 Penalty: 4908.795410
	Iteration 49Q: 3 clusters Score -1385366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1385372.250000 Penalty: 4908.795410
	Iteration 50Q: 3 clusters Score -1385372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1385378.500000 Penalty: 4908.795410
	Iteration 51Q: 3 clusters Score -1385378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1385383.500000 Penalty: 4908.795410
	Iteration 52Q: 3 clusters Score -1385384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1385387.000000 Penalty: 4908.795410
	Iteration 53Q: 3 clusters Score -1385387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1385396.750000 Penalty: 4908.795410
	Iteration 54Q: 3 clusters Score -1385397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1385409.875000 Penalty: 4908.795410
	Iteration 55Q: 3 clusters Score -1385410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1385414.875000 Penalty: 4908.795410
	Iteration 56Q: 3 clusters Score -1385415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1385427.875000 Penalty: 4908.795410
	Iteration 57Q: 3 clusters Score -1385428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1385442.000000 Penalty: 4908.795410
	Iteration 58Q: 3 clusters Score -1385442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1385449.000000 Penalty: 4908.795410
	Iteration 59Q: 3 clusters Score -1385449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1385459.500000 Penalty: 4908.795410
	Iteration 60F: 3 clusters Score -1385460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1385470.000000 Penalty: 4908.795410
	Iteration 61Q: 3 clusters Score -1385470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1385480.875000 Penalty: 4908.795410
	Iteration 62Q: 3 clusters Score -1385481 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1385491.125000 Penalty: 4908.795410
	Iteration 63Q: 3 clusters Score -1385491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1385504.250000 Penalty: 4908.795410
	Iteration 64Q: 3 clusters Score -1385504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1385513.125000 Penalty: 4908.795410
	Iteration 65Q: 3 clusters Score -1385513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1385519.125000 Penalty: 4908.795410
	Iteration 66Q: 3 clusters Score -1385519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1385532.125000 Penalty: 4908.795410
	Iteration 67Q: 3 clusters Score -1385532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1385550.125000 Penalty: 4908.795410
	Iteration 68Q: 3 clusters Score -1385550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1385559.500000 Penalty: 4908.795410
	Iteration 69Q: 3 clusters Score -1385560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1385564.000000 Penalty: 4908.795410
	Iteration 70Q: 3 clusters Score -1385564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1385575.125000 Penalty: 4908.795410
	Iteration 71Q: 3 clusters Score -1385575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1385578.750000 Penalty: 4908.795410
	Iteration 72Q: 3 clusters Score -1385579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1385582.625000 Penalty: 4908.795410
	Iteration 73Q: 3 clusters Score -1385583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1385585.875000 Penalty: 4908.795410
	Iteration 74Q: 3 clusters Score -1385586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1385593.125000 Penalty: 4908.795410
	Iteration 75Q: 3 clusters Score -1385593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1385597.750000 Penalty: 4908.795410
	Iteration 76Q: 3 clusters Score -1385598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1385606.750000 Penalty: 4908.795410
	Iteration 77Q: 3 clusters Score -1385607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1385606.750000 Penalty: 4908.795410
	Iteration 78Q: 3 clusters Score -1385607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1385612.625000 Penalty: 4908.795410
	Iteration 79Q: 3 clusters Score -1385613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1385614.250000 Penalty: 4908.795410
	Iteration 80F: 3 clusters Score -1385614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1385621.000000 Penalty: 4908.795410
	Iteration 81Q: 3 clusters Score -1385621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1385619.875000 Penalty: 4908.795410
	Iteration 82Q: 3 clusters Score -1385620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1385627.875000 Penalty: 4908.795410
	Iteration 83Q: 3 clusters Score -1385628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1385627.875000 Penalty: 4908.795410
	Iteration 84Q: 3 clusters Score -1385628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1385631.000000 Penalty: 4908.795410
	Iteration 85Q: 3 clusters Score -1385631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1385636.000000 Penalty: 4908.795410
	Iteration 86Q: 3 clusters Score -1385636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1385638.500000 Penalty: 4908.795410
	Iteration 87Q: 3 clusters Score -1385638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1385643.250000 Penalty: 4908.795410
	Iteration 88Q: 3 clusters Score -1385643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1385654.750000 Penalty: 4908.795410
	Iteration 89Q: 3 clusters Score -1385655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1385670.250000 Penalty: 4908.795410
	Iteration 90Q: 3 clusters Score -1385670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1385682.000000 Penalty: 4908.795410
	Iteration 91Q: 3 clusters Score -1385682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1385689.500000 Penalty: 4908.795410
	Iteration 92Q: 3 clusters Score -1385690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1385700.625000 Penalty: 4908.795410
	Iteration 93Q: 3 clusters Score -1385701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1385720.125000 Penalty: 4908.795410
	Iteration 94Q: 3 clusters Score -1385720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1385737.750000 Penalty: 4908.795410
	Iteration 95Q: 3 clusters Score -1385738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1385745.375000 Penalty: 4908.795410
	Iteration 96Q: 3 clusters Score -1385745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1385764.375000 Penalty: 4908.795410
	Iteration 97Q: 3 clusters Score -1385764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1385778.375000 Penalty: 4908.795410
	Iteration 98Q: 3 clusters Score -1385778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1385791.500000 Penalty: 4908.795410
	Iteration 99Q: 3 clusters Score -1385792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1385819.625000 Penalty: 4908.795410
	Iteration 100F: 3 clusters Score -1385820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1385841.625000 Penalty: 4908.795410
	Iteration 101Q: 3 clusters Score -1385842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1385878.875000 Penalty: 4908.795410
	Iteration 102Q: 3 clusters Score -1385879 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1385924.000000 Penalty: 4908.795410
	Iteration 103Q: 3 clusters Score -1385924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1385980.375000 Penalty: 4908.795410
	Iteration 104Q: 3 clusters Score -1385980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1386018.625000 Penalty: 4908.795410
	Iteration 105Q: 3 clusters Score -1386019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1386048.625000 Penalty: 4908.795410
	Iteration 106Q: 3 clusters Score -1386049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1386075.875000 Penalty: 4908.795410
	Iteration 107Q: 3 clusters Score -1386076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1386095.000000 Penalty: 4908.795410
	Iteration 108Q: 3 clusters Score -1386095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1386118.750000 Penalty: 4908.795410
	Iteration 109Q: 3 clusters Score -1386119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1386139.750000 Penalty: 4908.795410
	Iteration 110Q: 3 clusters Score -1386140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1386158.875000 Penalty: 4908.795410
	Iteration 111Q: 3 clusters Score -1386159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1386177.750000 Penalty: 4908.795410
	Iteration 112Q: 3 clusters Score -1386178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1386190.125000 Penalty: 4908.795410
	Iteration 113Q: 3 clusters Score -1386190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1386201.875000 Penalty: 4908.795410
	Iteration 114Q: 3 clusters Score -1386202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1386223.500000 Penalty: 4908.795410
	Iteration 115Q: 3 clusters Score -1386224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1386242.000000 Penalty: 4908.795410
	Iteration 116Q: 3 clusters Score -1386242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1386256.125000 Penalty: 4908.795410
	Iteration 117Q: 3 clusters Score -1386256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1386270.750000 Penalty: 4908.795410
	Iteration 118Q: 3 clusters Score -1386271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1386281.875000 Penalty: 4908.795410
	Iteration 119Q: 3 clusters Score -1386282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1386295.500000 Penalty: 4908.795410
	Iteration 120F: 3 clusters Score -1386296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1386313.000000 Penalty: 4908.795410
	Iteration 121Q: 3 clusters Score -1386313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1386327.875000 Penalty: 4908.795410
	Iteration 122Q: 3 clusters Score -1386328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1386349.000000 Penalty: 4908.795410
	Iteration 123Q: 3 clusters Score -1386349 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1386361.125000 Penalty: 4908.795410
	Iteration 124Q: 3 clusters Score -1386361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1386380.375000 Penalty: 4908.795410
	Iteration 125Q: 3 clusters Score -1386380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1386385.625000 Penalty: 4908.795410
	Iteration 126Q: 3 clusters Score -1386386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1386395.750000 Penalty: 4908.795410
	Iteration 127Q: 3 clusters Score -1386396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1386402.500000 Penalty: 4908.795410
	Iteration 128Q: 3 clusters Score -1386402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1386418.250000 Penalty: 4908.795410
	Iteration 129Q: 3 clusters Score -1386418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1386436.375000 Penalty: 4908.795410
	Iteration 130Q: 3 clusters Score -1386436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1386460.750000 Penalty: 4908.795410
	Iteration 131Q: 3 clusters Score -1386461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1386468.375000 Penalty: 4908.795410
	Iteration 132Q: 3 clusters Score -1386468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1386476.250000 Penalty: 4908.795410
	Iteration 133Q: 3 clusters Score -1386476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1386483.000000 Penalty: 4908.795410
	Iteration 134Q: 3 clusters Score -1386483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1386489.750000 Penalty: 4908.795410
	Iteration 135Q: 3 clusters Score -1386490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1386500.500000 Penalty: 4908.795410
	Iteration 136Q: 3 clusters Score -1386500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1386509.750000 Penalty: 4908.795410
	Iteration 137Q: 3 clusters Score -1386510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1386516.500000 Penalty: 4908.795410
	Iteration 138Q: 3 clusters Score -1386516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1386521.750000 Penalty: 4908.795410
	Iteration 139Q: 3 clusters Score -1386522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1386530.250000 Penalty: 4908.795410
	Iteration 140F: 3 clusters Score -1386530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1386534.000000 Penalty: 4908.795410
	Iteration 141Q: 3 clusters Score -1386534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1386536.125000 Penalty: 4908.795410
	Iteration 142Q: 3 clusters Score -1386536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1386540.000000 Penalty: 4908.795410
	Iteration 143Q: 3 clusters Score -1386540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1386542.750000 Penalty: 4908.795410
	Iteration 144Q: 3 clusters Score -1386543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1386545.125000 Penalty: 4908.795410
	Iteration 145Q: 3 clusters Score -1386545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1386546.875000 Penalty: 4908.795410
	Iteration 146Q: 3 clusters Score -1386547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1386547.500000 Penalty: 4908.795410
	Iteration 147Q: 3 clusters Score -1386548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1386547.500000 Penalty: 4908.795410
	Iteration 148Q: 3 clusters Score -1386548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1386547.625000 Penalty: 4908.795410
	Iteration 149Q: 3 clusters Score -1386548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1386548.000000 Penalty: 4908.795410
	Iteration 150Q: 3 clusters Score -1386548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1386548.375000 Penalty: 4908.795410
	Iteration 151Q: 3 clusters Score -1386548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1386548.375000 Penalty: 4908.795410
	Iteration 152F: 3 clusters Score -1386548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1607531.125000 Penalty: 2462.901367
	Iteration 0F: 2 clusters Score -1607531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1593111.125000 Penalty: 4925.802734
	Iteration 0F: 3 clusters Score -1593111 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1598000.000000 Penalty: 4925.802734
	Iteration 1F: 3 clusters Score -1598000 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1598515.000000 Penalty: 4925.802734
	Iteration 2F: 3 clusters Score -1598515 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1599058.875000 Penalty: 4925.802734
	Iteration 3F: 3 clusters Score -1599059 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1599643.125000 Penalty: 4925.802734
	Iteration 4F: 3 clusters Score -1599643 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1600232.875000 Penalty: 4925.802734
	Iteration 5F: 3 clusters Score -1600233 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1600838.500000 Penalty: 4925.802734
	Iteration 6F: 3 clusters Score -1600838 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1601397.500000 Penalty: 4925.802734
	Iteration 7Q: 3 clusters Score -1601398 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1601958.625000 Penalty: 4925.802734
	Iteration 8Q: 3 clusters Score -1601959 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1602568.500000 Penalty: 4925.802734
	Iteration 9Q: 3 clusters Score -1602568 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1603178.500000 Penalty: 4925.802734
	Iteration 10Q: 3 clusters Score -1603178 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1603675.625000 Penalty: 4925.802734
	Iteration 11Q: 3 clusters Score -1603676 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1604034.000000 Penalty: 4925.802734
	Iteration 12Q: 3 clusters Score -1604034 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1604258.250000 Penalty: 4925.802734
	Iteration 13Q: 3 clusters Score -1604258 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1604430.250000 Penalty: 4925.802734
	Iteration 14Q: 3 clusters Score -1604430 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1604568.750000 Penalty: 4925.802734
	Iteration 15Q: 3 clusters Score -1604569 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1604648.375000 Penalty: 4925.802734
	Iteration 16Q: 3 clusters Score -1604648 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1604700.875000 Penalty: 4925.802734
	Iteration 17Q: 3 clusters Score -1604701 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1604748.000000 Penalty: 4925.802734
	Iteration 18Q: 3 clusters Score -1604748 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1604775.125000 Penalty: 4925.802734
	Iteration 19Q: 3 clusters Score -1604775 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1604814.125000 Penalty: 4925.802734
	Iteration 20F: 3 clusters Score -1604814 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1604840.000000 Penalty: 4925.802734
	Iteration 21Q: 3 clusters Score -1604840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1604864.375000 Penalty: 4925.802734
	Iteration 22Q: 3 clusters Score -1604864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1604884.875000 Penalty: 4925.802734
	Iteration 23Q: 3 clusters Score -1604885 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1604902.375000 Penalty: 4925.802734
	Iteration 24Q: 3 clusters Score -1604902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1604911.000000 Penalty: 4925.802734
	Iteration 25Q: 3 clusters Score -1604911 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1604925.125000 Penalty: 4925.802734
	Iteration 26Q: 3 clusters Score -1604925 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1604934.625000 Penalty: 4925.802734
	Iteration 27Q: 3 clusters Score -1604935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1604949.500000 Penalty: 4925.802734
	Iteration 28Q: 3 clusters Score -1604950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1604956.750000 Penalty: 4925.802734
	Iteration 29Q: 3 clusters Score -1604957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1604975.875000 Penalty: 4925.802734
	Iteration 30Q: 3 clusters Score -1604976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1604978.375000 Penalty: 4925.802734
	Iteration 31Q: 3 clusters Score -1604978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1604998.375000 Penalty: 4925.802734
	Iteration 32Q: 3 clusters Score -1604998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1605009.625000 Penalty: 4925.802734
	Iteration 33Q: 3 clusters Score -1605010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1605026.625000 Penalty: 4925.802734
	Iteration 34Q: 3 clusters Score -1605027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1605038.500000 Penalty: 4925.802734
	Iteration 35Q: 3 clusters Score -1605038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1605049.500000 Penalty: 4925.802734
	Iteration 36Q: 3 clusters Score -1605050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1605072.000000 Penalty: 4925.802734
	Iteration 37Q: 3 clusters Score -1605072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1605080.250000 Penalty: 4925.802734
	Iteration 38Q: 3 clusters Score -1605080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1605098.125000 Penalty: 4925.802734
	Iteration 39Q: 3 clusters Score -1605098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1605114.375000 Penalty: 4925.802734
	Iteration 40F: 3 clusters Score -1605114 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1605128.625000 Penalty: 4925.802734
	Iteration 41Q: 3 clusters Score -1605129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1605132.750000 Penalty: 4925.802734
	Iteration 42Q: 3 clusters Score -1605133 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1605140.125000 Penalty: 4925.802734
	Iteration 43Q: 3 clusters Score -1605140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1605147.500000 Penalty: 4925.802734
	Iteration 44Q: 3 clusters Score -1605148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1605156.875000 Penalty: 4925.802734
	Iteration 45Q: 3 clusters Score -1605157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1605171.625000 Penalty: 4925.802734
	Iteration 46Q: 3 clusters Score -1605172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1605176.250000 Penalty: 4925.802734
	Iteration 47Q: 3 clusters Score -1605176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1605184.750000 Penalty: 4925.802734
	Iteration 48Q: 3 clusters Score -1605185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1605192.375000 Penalty: 4925.802734
	Iteration 49Q: 3 clusters Score -1605192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1605193.625000 Penalty: 4925.802734
	Iteration 50Q: 3 clusters Score -1605194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1605209.625000 Penalty: 4925.802734
	Iteration 51Q: 3 clusters Score -1605210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1605223.375000 Penalty: 4925.802734
	Iteration 52Q: 3 clusters Score -1605223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1605242.250000 Penalty: 4925.802734
	Iteration 53Q: 3 clusters Score -1605242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1605255.500000 Penalty: 4925.802734
	Iteration 54Q: 3 clusters Score -1605256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1605261.125000 Penalty: 4925.802734
	Iteration 55Q: 3 clusters Score -1605261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1605273.000000 Penalty: 4925.802734
	Iteration 56Q: 3 clusters Score -1605273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1605283.125000 Penalty: 4925.802734
	Iteration 57Q: 3 clusters Score -1605283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1605290.500000 Penalty: 4925.802734
	Iteration 58Q: 3 clusters Score -1605290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1605303.500000 Penalty: 4925.802734
	Iteration 59Q: 3 clusters Score -1605304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1605317.250000 Penalty: 4925.802734
	Iteration 60F: 3 clusters Score -1605317 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1605333.125000 Penalty: 4925.802734
	Iteration 61Q: 3 clusters Score -1605333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1605353.875000 Penalty: 4925.802734
	Iteration 62Q: 3 clusters Score -1605354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1605376.500000 Penalty: 4925.802734
	Iteration 63Q: 3 clusters Score -1605376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1605395.375000 Penalty: 4925.802734
	Iteration 64Q: 3 clusters Score -1605395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1605412.500000 Penalty: 4925.802734
	Iteration 65Q: 3 clusters Score -1605412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1605419.875000 Penalty: 4925.802734
	Iteration 66Q: 3 clusters Score -1605420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1605437.125000 Penalty: 4925.802734
	Iteration 67Q: 3 clusters Score -1605437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1605449.750000 Penalty: 4925.802734
	Iteration 68Q: 3 clusters Score -1605450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1605463.875000 Penalty: 4925.802734
	Iteration 69Q: 3 clusters Score -1605464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1605488.875000 Penalty: 4925.802734
	Iteration 70Q: 3 clusters Score -1605489 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1605517.625000 Penalty: 4925.802734
	Iteration 71Q: 3 clusters Score -1605518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1605550.250000 Penalty: 4925.802734
	Iteration 72Q: 3 clusters Score -1605550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1605576.500000 Penalty: 4925.802734
	Iteration 73Q: 3 clusters Score -1605576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1605610.875000 Penalty: 4925.802734
	Iteration 74Q: 3 clusters Score -1605611 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1605641.375000 Penalty: 4925.802734
	Iteration 75Q: 3 clusters Score -1605641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -1605659.375000 Penalty: 4925.802734
	Iteration 76Q: 3 clusters Score -1605659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1605676.875000 Penalty: 4925.802734
	Iteration 77Q: 3 clusters Score -1605677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1605692.875000 Penalty: 4925.802734
	Iteration 78Q: 3 clusters Score -1605693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1605709.250000 Penalty: 4925.802734
	Iteration 79Q: 3 clusters Score -1605709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1605721.250000 Penalty: 4925.802734
	Iteration 80F: 3 clusters Score -1605721 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1605742.875000 Penalty: 4925.802734
	Iteration 81Q: 3 clusters Score -1605743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1605762.875000 Penalty: 4925.802734
	Iteration 82Q: 3 clusters Score -1605763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1605793.750000 Penalty: 4925.802734
	Iteration 83Q: 3 clusters Score -1605794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1605809.125000 Penalty: 4925.802734
	Iteration 84Q: 3 clusters Score -1605809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1605826.750000 Penalty: 4925.802734
	Iteration 85Q: 3 clusters Score -1605827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1605841.250000 Penalty: 4925.802734
	Iteration 86Q: 3 clusters Score -1605841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1605860.125000 Penalty: 4925.802734
	Iteration 87Q: 3 clusters Score -1605860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1605874.250000 Penalty: 4925.802734
	Iteration 88Q: 3 clusters Score -1605874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1605888.125000 Penalty: 4925.802734
	Iteration 89Q: 3 clusters Score -1605888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -1605906.000000 Penalty: 4925.802734
	Iteration 90Q: 3 clusters Score -1605906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -1605930.500000 Penalty: 4925.802734
	Iteration 91Q: 3 clusters Score -1605930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1605943.250000 Penalty: 4925.802734
	Iteration 92Q: 3 clusters Score -1605943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -1605966.500000 Penalty: 4925.802734
	Iteration 93Q: 3 clusters Score -1605966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1605979.250000 Penalty: 4925.802734
	Iteration 94Q: 3 clusters Score -1605979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1606005.125000 Penalty: 4925.802734
	Iteration 95Q: 3 clusters Score -1606005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -1606028.375000 Penalty: 4925.802734
	Iteration 96Q: 3 clusters Score -1606028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1606053.625000 Penalty: 4925.802734
	Iteration 97Q: 3 clusters Score -1606054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1606077.750000 Penalty: 4925.802734
	Iteration 98Q: 3 clusters Score -1606078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1606090.250000 Penalty: 4925.802734
	Iteration 99Q: 3 clusters Score -1606090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1606103.375000 Penalty: 4925.802734
	Iteration 100F: 3 clusters Score -1606103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1606113.625000 Penalty: 4925.802734
	Iteration 101Q: 3 clusters Score -1606114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1606128.875000 Penalty: 4925.802734
	Iteration 102Q: 3 clusters Score -1606129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1606130.500000 Penalty: 4925.802734
	Iteration 103Q: 3 clusters Score -1606130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1606141.625000 Penalty: 4925.802734
	Iteration 104Q: 3 clusters Score -1606142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1606144.625000 Penalty: 4925.802734
	Iteration 105Q: 3 clusters Score -1606145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1606149.625000 Penalty: 4925.802734
	Iteration 106Q: 3 clusters Score -1606150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1606150.125000 Penalty: 4925.802734
	Iteration 107Q: 3 clusters Score -1606150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1606150.250000 Penalty: 4925.802734
	Iteration 108Q: 3 clusters Score -1606150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1606155.500000 Penalty: 4925.802734
	Iteration 109Q: 3 clusters Score -1606156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1606153.500000 Penalty: 4925.802734
	Iteration 110Q: 3 clusters Score -1606154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1606158.375000 Penalty: 4925.802734
	Iteration 111Q: 3 clusters Score -1606158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1606158.375000 Penalty: 4925.802734
	Iteration 112Q: 3 clusters Score -1606158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1606162.500000 Penalty: 4925.802734
	Iteration 113Q: 3 clusters Score -1606162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1606162.625000 Penalty: 4925.802734
	Iteration 114Q: 3 clusters Score -1606163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1606164.125000 Penalty: 4925.802734
	Iteration 115Q: 3 clusters Score -1606164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1606164.250000 Penalty: 4925.802734
	Iteration 116Q: 3 clusters Score -1606164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1606164.875000 Penalty: 4925.802734
	Iteration 117Q: 3 clusters Score -1606165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1606163.000000 Penalty: 4925.802734
	Iteration 118Q: 3 clusters Score -1606163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1606164.000000 Penalty: 4925.802734
	Iteration 119Q: 3 clusters Score -1606164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1606166.000000 Penalty: 4925.802734
	Iteration 120F: 3 clusters Score -1606166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1606169.000000 Penalty: 4925.802734
	Iteration 121Q: 3 clusters Score -1606169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1606167.000000 Penalty: 4925.802734
	Iteration 122Q: 3 clusters Score -1606167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1606167.750000 Penalty: 4925.802734
	Iteration 123Q: 3 clusters Score -1606168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1606167.750000 Penalty: 4925.802734
	Iteration 124F: 3 clusters Score -1606168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Entering Unmasked Estep 
Score: -1868246.750000 Penalty: 2497.228027
	Iteration 0F: 2 clusters Score -1868247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1851828.000000 Penalty: 4994.456055
	Iteration 0F: 3 clusters Score -1851828 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1857500.125000 Penalty: 4994.456055
	Iteration 1F: 3 clusters Score -1857500 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1858207.625000 Penalty: 4994.456055
	Iteration 2F: 3 clusters Score -1858208 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1859067.750000 Penalty: 4994.456055
	Iteration 3F: 3 clusters Score -1859068 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1860083.625000 Penalty: 4994.456055
	Iteration 4F: 3 clusters Score -1860084 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1861231.250000 Penalty: 4994.456055
	Iteration 5F: 3 clusters Score -1861231 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1862483.125000 Penalty: 4994.456055
	Iteration 6F: 3 clusters Score -1862483 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1863547.250000 Penalty: 4994.456055
	Iteration 7F: 3 clusters Score -1863547 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1864387.875000 Penalty: 4994.456055
	Iteration 8Q: 3 clusters Score -1864388 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1864987.500000 Penalty: 4994.456055
	Iteration 9Q: 3 clusters Score -1864988 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1865590.375000 Penalty: 4994.456055
	Iteration 10Q: 3 clusters Score -1865590 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1866253.875000 Penalty: 4994.456055
	Iteration 11Q: 3 clusters Score -1866254 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1866960.250000 Penalty: 4994.456055
	Iteration 12Q: 3 clusters Score -1866960 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1867566.125000 Penalty: 4994.456055
	Iteration 13Q: 3 clusters Score -1867566 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1867944.375000 Penalty: 4994.456055
	Iteration 14Q: 3 clusters Score -1867944 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1868107.875000 Penalty: 4994.456055
	Iteration 15Q: 3 clusters Score -1868108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1868208.000000 Penalty: 4994.456055
	Iteration 16Q: 3 clusters Score -1868208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1868286.250000 Penalty: 4994.456055
	Iteration 17Q: 3 clusters Score -1868286 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1868330.875000 Penalty: 4994.456055
	Iteration 18Q: 3 clusters Score -1868331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1868363.875000 Penalty: 4994.456055
	Iteration 19Q: 3 clusters Score -1868364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1868377.250000 Penalty: 4994.456055
	Iteration 20F: 3 clusters Score -1868377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1868385.750000 Penalty: 4994.456055
	Iteration 21Q: 3 clusters Score -1868386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1868399.500000 Penalty: 4994.456055
	Iteration 22Q: 3 clusters Score -1868400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1868408.875000 Penalty: 4994.456055
	Iteration 23Q: 3 clusters Score -1868409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1868419.250000 Penalty: 4994.456055
	Iteration 24Q: 3 clusters Score -1868419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1868417.125000 Penalty: 4994.456055
	Iteration 25Q: 3 clusters Score -1868417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1868425.125000 Penalty: 4994.456055
	Iteration 26Q: 3 clusters Score -1868425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1868424.500000 Penalty: 4994.456055
	Iteration 27Q: 3 clusters Score -1868424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1868427.125000 Penalty: 4994.456055
	Iteration 28Q: 3 clusters Score -1868427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1868435.875000 Penalty: 4994.456055
	Iteration 29Q: 3 clusters Score -1868436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1868433.875000 Penalty: 4994.456055
	Iteration 30Q: 3 clusters Score -1868434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1868432.875000 Penalty: 4994.456055
	Iteration 31Q: 3 clusters Score -1868433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1868437.250000 Penalty: 4994.456055
	Iteration 32Q: 3 clusters Score -1868437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1868440.000000 Penalty: 4994.456055
	Iteration 33Q: 3 clusters Score -1868440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1868435.375000 Penalty: 4994.456055
	Iteration 34Q: 3 clusters Score -1868435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1868438.875000 Penalty: 4994.456055
	Iteration 35Q: 3 clusters Score -1868439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1868439.375000 Penalty: 4994.456055
	Iteration 36Q: 3 clusters Score -1868439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1868443.125000 Penalty: 4994.456055
	Iteration 37Q: 3 clusters Score -1868443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1868445.000000 Penalty: 4994.456055
	Iteration 38Q: 3 clusters Score -1868445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1868445.125000 Penalty: 4994.456055
	Iteration 39Q: 3 clusters Score -1868445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1868445.125000 Penalty: 4994.456055
	Iteration 40F: 3 clusters Score -1868445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253195 members 
Mstep: Class 4 contains 16700 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853374 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20559 members 
Mstep: Class 11 contains 16566 members 
Mstep: Class 12 contains 35308 members 
Mstep: Class 13 contains 33308 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 19293 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17230 members 
Mstep: Class 24 contains 3277 members 
Mstep: Class 25 contains 28794 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32810 members 
Mstep: Class 28 contains 2457 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6470 members 
Mstep: Class 31 contains 15344 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1492 members 
Mstep: Class 34 contains 7045 members 
Entering Unmasked Estep 
Score: -142805280.000000 Penalty: 121549.570312
Splitting cluster 11 changes total score from -142806016.000000 to -142805280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (35308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Entering Unmasked Estep 
Score: -2925138.000000 Penalty: 2597.022461
	Iteration 0F: 2 clusters Score -2925138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2901078.500000 Penalty: 5194.044922
	Iteration 0F: 3 clusters Score -2901078 nChanged 16021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2909757.500000 Penalty: 5194.044922
	Iteration 1F: 3 clusters Score -2909758 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2910213.000000 Penalty: 5194.044922
	Iteration 2Q: 3 clusters Score -2910213 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2910645.000000 Penalty: 5194.044922
	Iteration 3Q: 3 clusters Score -2910645 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2911068.750000 Penalty: 5194.044922
	Iteration 4Q: 3 clusters Score -2911069 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2911588.250000 Penalty: 5194.044922
	Iteration 5Q: 3 clusters Score -2911588 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2912177.750000 Penalty: 5194.044922
	Iteration 6Q: 3 clusters Score -2912178 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2912835.750000 Penalty: 5194.044922
	Iteration 7Q: 3 clusters Score -2912836 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2913553.250000 Penalty: 5194.044922
	Iteration 8Q: 3 clusters Score -2913553 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2914388.000000 Penalty: 5194.044922
	Iteration 9Q: 3 clusters Score -2914388 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2915377.000000 Penalty: 5194.044922
	Iteration 10Q: 3 clusters Score -2915377 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2916504.250000 Penalty: 5194.044922
	Iteration 11F: 3 clusters Score -2916504 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2917592.750000 Penalty: 5194.044922
	Iteration 12F: 3 clusters Score -2917593 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2918339.500000 Penalty: 5194.044922
	Iteration 13Q: 3 clusters Score -2918340 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2918827.750000 Penalty: 5194.044922
	Iteration 14Q: 3 clusters Score -2918828 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2919106.750000 Penalty: 5194.044922
	Iteration 15Q: 3 clusters Score -2919107 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2919325.250000 Penalty: 5194.044922
	Iteration 16Q: 3 clusters Score -2919325 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2919491.000000 Penalty: 5194.044922
	Iteration 17Q: 3 clusters Score -2919491 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2919653.000000 Penalty: 5194.044922
	Iteration 18Q: 3 clusters Score -2919653 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2919765.500000 Penalty: 5194.044922
	Iteration 19Q: 3 clusters Score -2919766 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -2919906.250000 Penalty: 5194.044922
	Iteration 20F: 3 clusters Score -2919906 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2920060.750000 Penalty: 5194.044922
	Iteration 21Q: 3 clusters Score -2920061 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2920183.500000 Penalty: 5194.044922
	Iteration 22Q: 3 clusters Score -2920184 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -2920313.250000 Penalty: 5194.044922
	Iteration 23Q: 3 clusters Score -2920313 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2920432.000000 Penalty: 5194.044922
	Iteration 24Q: 3 clusters Score -2920432 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2920535.250000 Penalty: 5194.044922
	Iteration 25Q: 3 clusters Score -2920535 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -2920623.750000 Penalty: 5194.044922
	Iteration 26Q: 3 clusters Score -2920624 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -2920746.250000 Penalty: 5194.044922
	Iteration 27Q: 3 clusters Score -2920746 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2920882.000000 Penalty: 5194.044922
	Iteration 28Q: 3 clusters Score -2920882 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2921003.000000 Penalty: 5194.044922
	Iteration 29Q: 3 clusters Score -2921003 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -2921126.250000 Penalty: 5194.044922
	Iteration 30Q: 3 clusters Score -2921126 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -2921232.250000 Penalty: 5194.044922
	Iteration 31Q: 3 clusters Score -2921232 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -2921300.500000 Penalty: 5194.044922
	Iteration 32Q: 3 clusters Score -2921300 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -2921400.250000 Penalty: 5194.044922
	Iteration 33Q: 3 clusters Score -2921400 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -2921476.750000 Penalty: 5194.044922
	Iteration 34Q: 3 clusters Score -2921477 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -2921542.500000 Penalty: 5194.044922
	Iteration 35Q: 3 clusters Score -2921542 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -2921629.750000 Penalty: 5194.044922
	Iteration 36Q: 3 clusters Score -2921630 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -2921734.500000 Penalty: 5194.044922
	Iteration 37Q: 3 clusters Score -2921734 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -2921818.500000 Penalty: 5194.044922
	Iteration 38Q: 3 clusters Score -2921818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -2921909.250000 Penalty: 5194.044922
	Iteration 39Q: 3 clusters Score -2921909 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -2921994.750000 Penalty: 5194.044922
	Iteration 40F: 3 clusters Score -2921995 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -2922065.750000 Penalty: 5194.044922
	Iteration 41Q: 3 clusters Score -2922066 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -2922127.000000 Penalty: 5194.044922
	Iteration 42Q: 3 clusters Score -2922127 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -2922190.250000 Penalty: 5194.044922
	Iteration 43Q: 3 clusters Score -2922190 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -2922250.250000 Penalty: 5194.044922
	Iteration 44Q: 3 clusters Score -2922250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -2922308.250000 Penalty: 5194.044922
	Iteration 45Q: 3 clusters Score -2922308 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -2922368.750000 Penalty: 5194.044922
	Iteration 46Q: 3 clusters Score -2922369 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -2922426.750000 Penalty: 5194.044922
	Iteration 47Q: 3 clusters Score -2922427 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -2922496.750000 Penalty: 5194.044922
	Iteration 48Q: 3 clusters Score -2922497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -2922543.250000 Penalty: 5194.044922
	Iteration 49Q: 3 clusters Score -2922543 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -2922599.500000 Penalty: 5194.044922
	Iteration 50Q: 3 clusters Score -2922600 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -2922653.500000 Penalty: 5194.044922
	Iteration 51Q: 3 clusters Score -2922654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -2922693.000000 Penalty: 5194.044922
	Iteration 52Q: 3 clusters Score -2922693 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -2922732.750000 Penalty: 5194.044922
	Iteration 53Q: 3 clusters Score -2922733 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -2922780.500000 Penalty: 5194.044922
	Iteration 54Q: 3 clusters Score -2922780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -2922828.500000 Penalty: 5194.044922
	Iteration 55Q: 3 clusters Score -2922828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -2922859.500000 Penalty: 5194.044922
	Iteration 56Q: 3 clusters Score -2922860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -2922887.000000 Penalty: 5194.044922
	Iteration 57Q: 3 clusters Score -2922887 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -2922927.500000 Penalty: 5194.044922
	Iteration 58Q: 3 clusters Score -2922928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -2922971.500000 Penalty: 5194.044922
	Iteration 59Q: 3 clusters Score -2922972 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -2923001.500000 Penalty: 5194.044922
	Iteration 60F: 3 clusters Score -2923002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -2923015.750000 Penalty: 5194.044922
	Iteration 61Q: 3 clusters Score -2923016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -2923034.500000 Penalty: 5194.044922
	Iteration 62Q: 3 clusters Score -2923034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -2923053.250000 Penalty: 5194.044922
	Iteration 63Q: 3 clusters Score -2923053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -2923061.000000 Penalty: 5194.044922
	Iteration 64Q: 3 clusters Score -2923061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -2923075.750000 Penalty: 5194.044922
	Iteration 65Q: 3 clusters Score -2923076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -2923081.500000 Penalty: 5194.044922
	Iteration 66Q: 3 clusters Score -2923082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -2923085.500000 Penalty: 5194.044922
	Iteration 67Q: 3 clusters Score -2923086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -2923088.750000 Penalty: 5194.044922
	Iteration 68Q: 3 clusters Score -2923089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -2923093.500000 Penalty: 5194.044922
	Iteration 69Q: 3 clusters Score -2923094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -2923097.000000 Penalty: 5194.044922
	Iteration 70Q: 3 clusters Score -2923097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -2923104.500000 Penalty: 5194.044922
	Iteration 71Q: 3 clusters Score -2923104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -2923107.250000 Penalty: 5194.044922
	Iteration 72Q: 3 clusters Score -2923107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -2923110.250000 Penalty: 5194.044922
	Iteration 73Q: 3 clusters Score -2923110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -2923112.500000 Penalty: 5194.044922
	Iteration 74Q: 3 clusters Score -2923112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -2923121.500000 Penalty: 5194.044922
	Iteration 75Q: 3 clusters Score -2923122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -2923125.250000 Penalty: 5194.044922
	Iteration 76Q: 3 clusters Score -2923125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -2923131.250000 Penalty: 5194.044922
	Iteration 77Q: 3 clusters Score -2923131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -2923134.000000 Penalty: 5194.044922
	Iteration 78Q: 3 clusters Score -2923134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -2923137.250000 Penalty: 5194.044922
	Iteration 79Q: 3 clusters Score -2923137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -2923136.750000 Penalty: 5194.044922
	Iteration 80F: 3 clusters Score -2923137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -2923134.750000 Penalty: 5194.044922
	Iteration 81Q: 3 clusters Score -2923135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -2923138.750000 Penalty: 5194.044922
	Iteration 82Q: 3 clusters Score -2923139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -2923141.500000 Penalty: 5194.044922
	Iteration 83Q: 3 clusters Score -2923142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -2923138.250000 Penalty: 5194.044922
	Iteration 84Q: 3 clusters Score -2923138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -2923140.250000 Penalty: 5194.044922
	Iteration 85Q: 3 clusters Score -2923140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -2923142.750000 Penalty: 5194.044922
	Iteration 86Q: 3 clusters Score -2923143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -2923147.250000 Penalty: 5194.044922
	Iteration 87Q: 3 clusters Score -2923147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -2923147.250000 Penalty: 5194.044922
	Iteration 88F: 3 clusters Score -2923147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Entering Unmasked Estep 
Score: -2733080.750000 Penalty: 2582.561279
	Iteration 0F: 2 clusters Score -2733081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2710463.000000 Penalty: 5165.122559
	Iteration 0F: 3 clusters Score -2710463 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2718564.750000 Penalty: 5165.122559
	Iteration 1F: 3 clusters Score -2718565 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2719052.500000 Penalty: 5165.122559
	Iteration 2Q: 3 clusters Score -2719052 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2719504.250000 Penalty: 5165.122559
	Iteration 3Q: 3 clusters Score -2719504 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2719972.250000 Penalty: 5165.122559
	Iteration 4Q: 3 clusters Score -2719972 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2720447.250000 Penalty: 5165.122559
	Iteration 5Q: 3 clusters Score -2720447 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2721013.750000 Penalty: 5165.122559
	Iteration 6Q: 3 clusters Score -2721014 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -2721704.750000 Penalty: 5165.122559
	Iteration 7Q: 3 clusters Score -2721705 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2722586.750000 Penalty: 5165.122559
	Iteration 8Q: 3 clusters Score -2722587 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2723687.000000 Penalty: 5165.122559
	Iteration 9F: 3 clusters Score -2723687 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2724881.250000 Penalty: 5165.122559
	Iteration 10F: 3 clusters Score -2724881 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2726050.250000 Penalty: 5165.122559
	Iteration 11Q: 3 clusters Score -2726050 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2727093.250000 Penalty: 5165.122559
	Iteration 12Q: 3 clusters Score -2727093 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2727846.000000 Penalty: 5165.122559
	Iteration 13Q: 3 clusters Score -2727846 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2728317.250000 Penalty: 5165.122559
	Iteration 14Q: 3 clusters Score -2728317 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2728646.000000 Penalty: 5165.122559
	Iteration 15Q: 3 clusters Score -2728646 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2728852.500000 Penalty: 5165.122559
	Iteration 16Q: 3 clusters Score -2728852 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2729054.500000 Penalty: 5165.122559
	Iteration 17Q: 3 clusters Score -2729054 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2729253.750000 Penalty: 5165.122559
	Iteration 18Q: 3 clusters Score -2729254 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2729420.500000 Penalty: 5165.122559
	Iteration 19Q: 3 clusters Score -2729420 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2729593.000000 Penalty: 5165.122559
	Iteration 20F: 3 clusters Score -2729593 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2729734.500000 Penalty: 5165.122559
	Iteration 21Q: 3 clusters Score -2729734 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2729881.750000 Penalty: 5165.122559
	Iteration 22Q: 3 clusters Score -2729882 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2730012.000000 Penalty: 5165.122559
	Iteration 23Q: 3 clusters Score -2730012 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2730117.500000 Penalty: 5165.122559
	Iteration 24Q: 3 clusters Score -2730118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2730210.500000 Penalty: 5165.122559
	Iteration 25Q: 3 clusters Score -2730210 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2730291.750000 Penalty: 5165.122559
	Iteration 26Q: 3 clusters Score -2730292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2730372.000000 Penalty: 5165.122559
	Iteration 27Q: 3 clusters Score -2730372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2730450.000000 Penalty: 5165.122559
	Iteration 28Q: 3 clusters Score -2730450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2730517.500000 Penalty: 5165.122559
	Iteration 29Q: 3 clusters Score -2730518 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2730581.750000 Penalty: 5165.122559
	Iteration 30Q: 3 clusters Score -2730582 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2730650.750000 Penalty: 5165.122559
	Iteration 31Q: 3 clusters Score -2730651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2730705.250000 Penalty: 5165.122559
	Iteration 32Q: 3 clusters Score -2730705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2730751.750000 Penalty: 5165.122559
	Iteration 33Q: 3 clusters Score -2730752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2730782.500000 Penalty: 5165.122559
	Iteration 34Q: 3 clusters Score -2730782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2730796.500000 Penalty: 5165.122559
	Iteration 35Q: 3 clusters Score -2730796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2730806.750000 Penalty: 5165.122559
	Iteration 36Q: 3 clusters Score -2730807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2730817.500000 Penalty: 5165.122559
	Iteration 37Q: 3 clusters Score -2730818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2730818.250000 Penalty: 5165.122559
	Iteration 38Q: 3 clusters Score -2730818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2730817.750000 Penalty: 5165.122559
	Iteration 39Q: 3 clusters Score -2730818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2730823.750000 Penalty: 5165.122559
	Iteration 40F: 3 clusters Score -2730824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2730829.250000 Penalty: 5165.122559
	Iteration 41Q: 3 clusters Score -2730829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2730835.250000 Penalty: 5165.122559
	Iteration 42Q: 3 clusters Score -2730835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2730846.250000 Penalty: 5165.122559
	Iteration 43Q: 3 clusters Score -2730846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2730860.000000 Penalty: 5165.122559
	Iteration 44Q: 3 clusters Score -2730860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2730864.000000 Penalty: 5165.122559
	Iteration 45Q: 3 clusters Score -2730864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2730867.250000 Penalty: 5165.122559
	Iteration 46Q: 3 clusters Score -2730867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2730877.250000 Penalty: 5165.122559
	Iteration 47Q: 3 clusters Score -2730877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2730879.000000 Penalty: 5165.122559
	Iteration 48Q: 3 clusters Score -2730879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2730882.500000 Penalty: 5165.122559
	Iteration 49Q: 3 clusters Score -2730882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2730886.000000 Penalty: 5165.122559
	Iteration 50Q: 3 clusters Score -2730886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2730886.000000 Penalty: 5165.122559
	Iteration 51Q: 3 clusters Score -2730886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2730887.250000 Penalty: 5165.122559
	Iteration 52Q: 3 clusters Score -2730887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2730889.500000 Penalty: 5165.122559
	Iteration 53Q: 3 clusters Score -2730890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2730893.000000 Penalty: 5165.122559
	Iteration 54Q: 3 clusters Score -2730893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2730893.500000 Penalty: 5165.122559
	Iteration 55Q: 3 clusters Score -2730894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2730890.500000 Penalty: 5165.122559
	Iteration 56Q: 3 clusters Score -2730890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2730889.750000 Penalty: 5165.122559
	Iteration 57Q: 3 clusters Score -2730890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2730891.000000 Penalty: 5165.122559
	Iteration 58Q: 3 clusters Score -2730891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2730892.250000 Penalty: 5165.122559
	Iteration 59Q: 3 clusters Score -2730892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2730894.750000 Penalty: 5165.122559
	Iteration 60F: 3 clusters Score -2730895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2730896.250000 Penalty: 5165.122559
	Iteration 61Q: 3 clusters Score -2730896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2730904.000000 Penalty: 5165.122559
	Iteration 62Q: 3 clusters Score -2730904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2730910.500000 Penalty: 5165.122559
	Iteration 63Q: 3 clusters Score -2730910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2730911.750000 Penalty: 5165.122559
	Iteration 64Q: 3 clusters Score -2730912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2730911.750000 Penalty: 5165.122559
	Iteration 65Q: 3 clusters Score -2730912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2730911.750000 Penalty: 5165.122559
	Iteration 66F: 3 clusters Score -2730912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Entering Unmasked Estep 
Score: -2350448.000000 Penalty: 2542.144287
	Iteration 0F: 2 clusters Score -2350448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2331080.500000 Penalty: 5084.288574
	Iteration 0F: 3 clusters Score -2331080 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2338043.250000 Penalty: 5084.288574
	Iteration 1F: 3 clusters Score -2338043 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2338559.250000 Penalty: 5084.288574
	Iteration 2F: 3 clusters Score -2338559 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2339060.250000 Penalty: 5084.288574
	Iteration 3Q: 3 clusters Score -2339060 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2339708.000000 Penalty: 5084.288574
	Iteration 4Q: 3 clusters Score -2339708 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2340562.750000 Penalty: 5084.288574
	Iteration 5F: 3 clusters Score -2340563 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2341681.750000 Penalty: 5084.288574
	Iteration 6F: 3 clusters Score -2341682 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2343060.000000 Penalty: 5084.288574
	Iteration 7F: 3 clusters Score -2343060 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2344479.500000 Penalty: 5084.288574
	Iteration 8F: 3 clusters Score -2344480 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2345788.500000 Penalty: 5084.288574
	Iteration 9F: 3 clusters Score -2345788 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2346788.750000 Penalty: 5084.288574
	Iteration 10Q: 3 clusters Score -2346789 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2347398.250000 Penalty: 5084.288574
	Iteration 11Q: 3 clusters Score -2347398 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2347739.000000 Penalty: 5084.288574
	Iteration 12Q: 3 clusters Score -2347739 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2347893.000000 Penalty: 5084.288574
	Iteration 13Q: 3 clusters Score -2347893 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2347984.500000 Penalty: 5084.288574
	Iteration 14Q: 3 clusters Score -2347984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2348045.000000 Penalty: 5084.288574
	Iteration 15Q: 3 clusters Score -2348045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2348090.000000 Penalty: 5084.288574
	Iteration 16Q: 3 clusters Score -2348090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2348128.750000 Penalty: 5084.288574
	Iteration 17Q: 3 clusters Score -2348129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2348157.500000 Penalty: 5084.288574
	Iteration 18Q: 3 clusters Score -2348158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2348181.750000 Penalty: 5084.288574
	Iteration 19Q: 3 clusters Score -2348182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2348202.250000 Penalty: 5084.288574
	Iteration 20F: 3 clusters Score -2348202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2348217.250000 Penalty: 5084.288574
	Iteration 21Q: 3 clusters Score -2348217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2348231.000000 Penalty: 5084.288574
	Iteration 22Q: 3 clusters Score -2348231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2348248.250000 Penalty: 5084.288574
	Iteration 23Q: 3 clusters Score -2348248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2348269.000000 Penalty: 5084.288574
	Iteration 24Q: 3 clusters Score -2348269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2348279.750000 Penalty: 5084.288574
	Iteration 25Q: 3 clusters Score -2348280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2348283.500000 Penalty: 5084.288574
	Iteration 26Q: 3 clusters Score -2348284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2348290.500000 Penalty: 5084.288574
	Iteration 27Q: 3 clusters Score -2348290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2348293.250000 Penalty: 5084.288574
	Iteration 28Q: 3 clusters Score -2348293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2348293.750000 Penalty: 5084.288574
	Iteration 29Q: 3 clusters Score -2348294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2348291.750000 Penalty: 5084.288574
	Iteration 30Q: 3 clusters Score -2348292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2348293.250000 Penalty: 5084.288574
	Iteration 31Q: 3 clusters Score -2348293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2348293.250000 Penalty: 5084.288574
	Iteration 32F: 3 clusters Score -2348293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Entering Unmasked Estep 
Score: -4216882.500000 Penalty: 2689.249756
	Iteration 0F: 2 clusters Score -4216882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4182506.750000 Penalty: 5378.499512
	Iteration 0F: 3 clusters Score -4182507 nChanged 23555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4195518.000000 Penalty: 5378.499512
	Iteration 1F: 3 clusters Score -4195518 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4196096.500000 Penalty: 5378.499512
	Iteration 2Q: 3 clusters Score -4196096 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -4196722.000000 Penalty: 5378.499512
	Iteration 3Q: 3 clusters Score -4196722 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4197374.000000 Penalty: 5378.499512
	Iteration 4Q: 3 clusters Score -4197374 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4198031.500000 Penalty: 5378.499512
	Iteration 5Q: 3 clusters Score -4198032 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4198845.000000 Penalty: 5378.499512
	Iteration 6Q: 3 clusters Score -4198845 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4199796.000000 Penalty: 5378.499512
	Iteration 7Q: 3 clusters Score -4199796 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -4201028.500000 Penalty: 5378.499512
	Iteration 8Q: 3 clusters Score -4201028 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4202509.000000 Penalty: 5378.499512
	Iteration 9Q: 3 clusters Score -4202509 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4204256.000000 Penalty: 5378.499512
	Iteration 10F: 3 clusters Score -4204256 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -4206248.000000 Penalty: 5378.499512
	Iteration 11F: 3 clusters Score -4206248 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -4208289.500000 Penalty: 5378.499512
	Iteration 12F: 3 clusters Score -4208290 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4210203.000000 Penalty: 5378.499512
	Iteration 13Q: 3 clusters Score -4210203 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4211783.500000 Penalty: 5378.499512
	Iteration 14Q: 3 clusters Score -4211784 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4212846.000000 Penalty: 5378.499512
	Iteration 15Q: 3 clusters Score -4212846 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4213609.500000 Penalty: 5378.499512
	Iteration 16Q: 3 clusters Score -4213610 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4213992.000000 Penalty: 5378.499512
	Iteration 17Q: 3 clusters Score -4213992 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4214221.000000 Penalty: 5378.499512
	Iteration 18Q: 3 clusters Score -4214221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4214330.500000 Penalty: 5378.499512
	Iteration 19Q: 3 clusters Score -4214330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4214385.000000 Penalty: 5378.499512
	Iteration 20F: 3 clusters Score -4214385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4214426.500000 Penalty: 5378.499512
	Iteration 21Q: 3 clusters Score -4214426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4214456.500000 Penalty: 5378.499512
	Iteration 22Q: 3 clusters Score -4214456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4214481.500000 Penalty: 5378.499512
	Iteration 23Q: 3 clusters Score -4214482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4214495.000000 Penalty: 5378.499512
	Iteration 24Q: 3 clusters Score -4214495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 5378.499512
	Iteration 25Q: 3 clusters Score -4214508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 5378.499512
	Iteration 26Q: 3 clusters Score -4214515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4214523.500000 Penalty: 5378.499512
	Iteration 27Q: 3 clusters Score -4214524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4214532.000000 Penalty: 5378.499512
	Iteration 28Q: 3 clusters Score -4214532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4214535.000000 Penalty: 5378.499512
	Iteration 29Q: 3 clusters Score -4214535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4214536.500000 Penalty: 5378.499512
	Iteration 30Q: 3 clusters Score -4214536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4214541.000000 Penalty: 5378.499512
	Iteration 31Q: 3 clusters Score -4214541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4214541.000000 Penalty: 5378.499512
	Iteration 32F: 3 clusters Score -4214541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Entering Unmasked Estep 
Score: -1524215.000000 Penalty: 2447.139404
	Iteration 0F: 2 clusters Score -1524215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1510644.000000 Penalty: 4894.278809
	Iteration 0F: 3 clusters Score -1510644 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1515071.000000 Penalty: 4894.278809
	Iteration 1F: 3 clusters Score -1515071 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1515436.375000 Penalty: 4894.278809
	Iteration 2F: 3 clusters Score -1515436 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1515803.625000 Penalty: 4894.278809
	Iteration 3Q: 3 clusters Score -1515804 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1516247.750000 Penalty: 4894.278809
	Iteration 4Q: 3 clusters Score -1516248 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1516864.250000 Penalty: 4894.278809
	Iteration 5F: 3 clusters Score -1516864 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1517738.125000 Penalty: 4894.278809
	Iteration 6F: 3 clusters Score -1517738 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1518792.750000 Penalty: 4894.278809
	Iteration 7F: 3 clusters Score -1518793 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1519822.125000 Penalty: 4894.278809
	Iteration 8F: 3 clusters Score -1519822 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1520688.000000 Penalty: 4894.278809
	Iteration 9F: 3 clusters Score -1520688 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1521377.875000 Penalty: 4894.278809
	Iteration 10Q: 3 clusters Score -1521378 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1521968.125000 Penalty: 4894.278809
	Iteration 11Q: 3 clusters Score -1521968 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1522386.125000 Penalty: 4894.278809
	Iteration 12Q: 3 clusters Score -1522386 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1522598.375000 Penalty: 4894.278809
	Iteration 13Q: 3 clusters Score -1522598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1522706.375000 Penalty: 4894.278809
	Iteration 14Q: 3 clusters Score -1522706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1522803.625000 Penalty: 4894.278809
	Iteration 15Q: 3 clusters Score -1522804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1522885.875000 Penalty: 4894.278809
	Iteration 16Q: 3 clusters Score -1522886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1522924.750000 Penalty: 4894.278809
	Iteration 17Q: 3 clusters Score -1522925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1522957.750000 Penalty: 4894.278809
	Iteration 18Q: 3 clusters Score -1522958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1522989.000000 Penalty: 4894.278809
	Iteration 19Q: 3 clusters Score -1522989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1523010.250000 Penalty: 4894.278809
	Iteration 20F: 3 clusters Score -1523010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1523029.625000 Penalty: 4894.278809
	Iteration 21Q: 3 clusters Score -1523030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1523039.625000 Penalty: 4894.278809
	Iteration 22Q: 3 clusters Score -1523040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1523040.125000 Penalty: 4894.278809
	Iteration 23Q: 3 clusters Score -1523040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1523050.250000 Penalty: 4894.278809
	Iteration 24Q: 3 clusters Score -1523050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1523056.375000 Penalty: 4894.278809
	Iteration 25Q: 3 clusters Score -1523056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1523057.000000 Penalty: 4894.278809
	Iteration 26Q: 3 clusters Score -1523057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1523062.125000 Penalty: 4894.278809
	Iteration 27Q: 3 clusters Score -1523062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1523065.625000 Penalty: 4894.278809
	Iteration 28Q: 3 clusters Score -1523066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1523066.875000 Penalty: 4894.278809
	Iteration 29Q: 3 clusters Score -1523067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1523076.375000 Penalty: 4894.278809
	Iteration 30Q: 3 clusters Score -1523076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1523074.625000 Penalty: 4894.278809
	Iteration 31Q: 3 clusters Score -1523075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1523079.750000 Penalty: 4894.278809
	Iteration 32Q: 3 clusters Score -1523080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1523083.875000 Penalty: 4894.278809
	Iteration 33Q: 3 clusters Score -1523084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1523087.000000 Penalty: 4894.278809
	Iteration 34Q: 3 clusters Score -1523087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1523085.625000 Penalty: 4894.278809
	Iteration 35Q: 3 clusters Score -1523086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1523084.750000 Penalty: 4894.278809
	Iteration 36Q: 3 clusters Score -1523085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1523084.625000 Penalty: 4894.278809
	Iteration 37Q: 3 clusters Score -1523085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1523087.875000 Penalty: 4894.278809
	Iteration 38Q: 3 clusters Score -1523088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1523086.500000 Penalty: 4894.278809
	Iteration 39Q: 3 clusters Score -1523086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1523085.875000 Penalty: 4894.278809
	Iteration 40F: 3 clusters Score -1523086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1523085.375000 Penalty: 4894.278809
	Iteration 41Q: 3 clusters Score -1523085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1523085.625000 Penalty: 4894.278809
	Iteration 42Q: 3 clusters Score -1523086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1523089.625000 Penalty: 4894.278809
	Iteration 43Q: 3 clusters Score -1523090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1523092.875000 Penalty: 4894.278809
	Iteration 44Q: 3 clusters Score -1523093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1523091.875000 Penalty: 4894.278809
	Iteration 45Q: 3 clusters Score -1523092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1523091.875000 Penalty: 4894.278809
	Iteration 46F: 3 clusters Score -1523092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Entering Unmasked Estep 
Score: -299305.031250 Penalty: 2052.230225
	Iteration 0F: 2 clusters Score -299305 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 1919 members 
Entering Unmasked Estep 
Score: -295542.593750 Penalty: 4104.460449
	Iteration 0F: 3 clusters Score -295542.6 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -296359.781250 Penalty: 4104.460449
	Iteration 1F: 3 clusters Score -296359.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -296564.968750 Penalty: 4104.460449
	Iteration 2F: 3 clusters Score -296565 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296722.281250 Penalty: 4104.460449
	Iteration 3F: 3 clusters Score -296722.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -296841.062500 Penalty: 4104.460449
	Iteration 4Q: 3 clusters Score -296841.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -296946.312500 Penalty: 4104.460449
	Iteration 5Q: 3 clusters Score -296946.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -297034.031250 Penalty: 4104.460449
	Iteration 6Q: 3 clusters Score -297034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -297125.875000 Penalty: 4104.460449
	Iteration 7Q: 3 clusters Score -297125.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -297210.093750 Penalty: 4104.460449
	Iteration 8Q: 3 clusters Score -297210.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -297290.781250 Penalty: 4104.460449
	Iteration 9Q: 3 clusters Score -297290.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -297363.968750 Penalty: 4104.460449
	Iteration 10Q: 3 clusters Score -297364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -297415.406250 Penalty: 4104.460449
	Iteration 11Q: 3 clusters Score -297415.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297466.906250 Penalty: 4104.460449
	Iteration 12Q: 3 clusters Score -297466.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297516.375000 Penalty: 4104.460449
	Iteration 13Q: 3 clusters Score -297516.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297559.343750 Penalty: 4104.460449
	Iteration 14Q: 3 clusters Score -297559.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -297611.906250 Penalty: 4104.460449
	Iteration 15Q: 3 clusters Score -297611.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -297665.625000 Penalty: 4104.460449
	Iteration 16Q: 3 clusters Score -297665.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -297702.906250 Penalty: 4104.460449
	Iteration 17Q: 3 clusters Score -297702.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -297727.281250 Penalty: 4104.460449
	Iteration 18Q: 3 clusters Score -297727.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -297744.031250 Penalty: 4104.460449
	Iteration 19Q: 3 clusters Score -297744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -297762.593750 Penalty: 4104.460449
	Iteration 20F: 3 clusters Score -297762.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -297775.750000 Penalty: 4104.460449
	Iteration 21Q: 3 clusters Score -297775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -297782.625000 Penalty: 4104.460449
	Iteration 22Q: 3 clusters Score -297782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -297790.156250 Penalty: 4104.460449
	Iteration 23Q: 3 clusters Score -297790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -297799.031250 Penalty: 4104.460449
	Iteration 24Q: 3 clusters Score -297799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297807.906250 Penalty: 4104.460449
	Iteration 25Q: 3 clusters Score -297807.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -297820.875000 Penalty: 4104.460449
	Iteration 26Q: 3 clusters Score -297820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -297828.250000 Penalty: 4104.460449
	Iteration 27Q: 3 clusters Score -297828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -297832.812500 Penalty: 4104.460449
	Iteration 28Q: 3 clusters Score -297832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -297841.093750 Penalty: 4104.460449
	Iteration 29Q: 3 clusters Score -297841.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -297849.000000 Penalty: 4104.460449
	Iteration 30Q: 3 clusters Score -297849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -297855.875000 Penalty: 4104.460449
	Iteration 31Q: 3 clusters Score -297855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -297863.500000 Penalty: 4104.460449
	Iteration 32Q: 3 clusters Score -297863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -297867.187500 Penalty: 4104.460449
	Iteration 33Q: 3 clusters Score -297867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -297870.093750 Penalty: 4104.460449
	Iteration 34Q: 3 clusters Score -297870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -297871.000000 Penalty: 4104.460449
	Iteration 35Q: 3 clusters Score -297871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -297873.531250 Penalty: 4104.460449
	Iteration 36Q: 3 clusters Score -297873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -297874.593750 Penalty: 4104.460449
	Iteration 37Q: 3 clusters Score -297874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -297875.718750 Penalty: 4104.460449
	Iteration 38Q: 3 clusters Score -297875.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -297876.375000 Penalty: 4104.460449
	Iteration 39Q: 3 clusters Score -297876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -297876.375000 Penalty: 4104.460449
	Iteration 40F: 3 clusters Score -297876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Entering Unmasked Estep 
Score: -3007217.750000 Penalty: 2617.686523
	Iteration 0F: 2 clusters Score -3007218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2981166.500000 Penalty: 5235.373047
	Iteration 0F: 3 clusters Score -2981166 nChanged 17480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2990728.250000 Penalty: 5235.373047
	Iteration 1F: 3 clusters Score -2990728 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2991223.000000 Penalty: 5235.373047
	Iteration 2Q: 3 clusters Score -2991223 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2991756.500000 Penalty: 5235.373047
	Iteration 3Q: 3 clusters Score -2991756 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2992352.250000 Penalty: 5235.373047
	Iteration 4Q: 3 clusters Score -2992352 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2993093.500000 Penalty: 5235.373047
	Iteration 5Q: 3 clusters Score -2993094 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2993981.000000 Penalty: 5235.373047
	Iteration 6Q: 3 clusters Score -2993981 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2995110.250000 Penalty: 5235.373047
	Iteration 7F: 3 clusters Score -2995110 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2996438.000000 Penalty: 5235.373047
	Iteration 8F: 3 clusters Score -2996438 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -2997851.000000 Penalty: 5235.373047
	Iteration 9F: 3 clusters Score -2997851 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -2999212.000000 Penalty: 5235.373047
	Iteration 10F: 3 clusters Score -2999212 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3000469.250000 Penalty: 5235.373047
	Iteration 11Q: 3 clusters Score -3000469 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3001800.750000 Penalty: 5235.373047
	Iteration 12Q: 3 clusters Score -3001801 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -3003126.250000 Penalty: 5235.373047
	Iteration 13Q: 3 clusters Score -3003126 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3004055.750000 Penalty: 5235.373047
	Iteration 14Q: 3 clusters Score -3004056 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -3004439.250000 Penalty: 5235.373047
	Iteration 15Q: 3 clusters Score -3004439 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -3004608.000000 Penalty: 5235.373047
	Iteration 16Q: 3 clusters Score -3004608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -3004691.500000 Penalty: 5235.373047
	Iteration 17Q: 3 clusters Score -3004692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -3004739.750000 Penalty: 5235.373047
	Iteration 18Q: 3 clusters Score -3004740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3004812.250000 Penalty: 5235.373047
	Iteration 19Q: 3 clusters Score -3004812 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -3004851.250000 Penalty: 5235.373047
	Iteration 20F: 3 clusters Score -3004851 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -3004885.000000 Penalty: 5235.373047
	Iteration 21Q: 3 clusters Score -3004885 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -3004949.500000 Penalty: 5235.373047
	Iteration 22Q: 3 clusters Score -3004950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3004975.750000 Penalty: 5235.373047
	Iteration 23Q: 3 clusters Score -3004976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3004993.250000 Penalty: 5235.373047
	Iteration 24Q: 3 clusters Score -3004993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -3005011.250000 Penalty: 5235.373047
	Iteration 25Q: 3 clusters Score -3005011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -3005029.000000 Penalty: 5235.373047
	Iteration 26Q: 3 clusters Score -3005029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3005040.250000 Penalty: 5235.373047
	Iteration 27Q: 3 clusters Score -3005040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -3005048.500000 Penalty: 5235.373047
	Iteration 28Q: 3 clusters Score -3005048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -3005060.750000 Penalty: 5235.373047
	Iteration 29Q: 3 clusters Score -3005061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -3005078.250000 Penalty: 5235.373047
	Iteration 30Q: 3 clusters Score -3005078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3005077.750000 Penalty: 5235.373047
	Iteration 31Q: 3 clusters Score -3005078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -3005095.500000 Penalty: 5235.373047
	Iteration 32Q: 3 clusters Score -3005096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3005103.000000 Penalty: 5235.373047
	Iteration 33Q: 3 clusters Score -3005103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -3005113.500000 Penalty: 5235.373047
	Iteration 34Q: 3 clusters Score -3005114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -3005117.750000 Penalty: 5235.373047
	Iteration 35Q: 3 clusters Score -3005118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -3005121.500000 Penalty: 5235.373047
	Iteration 36Q: 3 clusters Score -3005122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -3005114.250000 Penalty: 5235.373047
	Iteration 37Q: 3 clusters Score -3005114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -3005122.750000 Penalty: 5235.373047
	Iteration 38Q: 3 clusters Score -3005123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -3005125.500000 Penalty: 5235.373047
	Iteration 39Q: 3 clusters Score -3005126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -3005124.750000 Penalty: 5235.373047
	Iteration 40F: 3 clusters Score -3005125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3005122.250000 Penalty: 5235.373047
	Iteration 41Q: 3 clusters Score -3005122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -3005125.000000 Penalty: 5235.373047
	Iteration 42Q: 3 clusters Score -3005125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3005126.000000 Penalty: 5235.373047
	Iteration 43Q: 3 clusters Score -3005126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -3005125.750000 Penalty: 5235.373047
	Iteration 44Q: 3 clusters Score -3005126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -3005125.000000 Penalty: 5235.373047
	Iteration 45Q: 3 clusters Score -3005125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -3005128.250000 Penalty: 5235.373047
	Iteration 46Q: 3 clusters Score -3005128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3005126.750000 Penalty: 5235.373047
	Iteration 47Q: 3 clusters Score -3005127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3005126.750000 Penalty: 5235.373047
	Iteration 48F: 3 clusters Score -3005127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -344975.656250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -344975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -340763.343750 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -340763.3 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -341711.781250 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -341711.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -341914.468750 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -341914.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -342031.531250 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -342031.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -342102.687500 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -342102.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -342150.000000 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -342150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -342186.687500 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -342186.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -342220.593750 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -342220.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -342248.875000 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -342248.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -342273.843750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -342273.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -342288.937500 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -342288.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -342300.031250 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -342300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -342311.187500 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -342311.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -342320.968750 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -342321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -342330.812500 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -342330.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -342342.187500 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -342342.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -342351.750000 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -342351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -342357.812500 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -342357.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -342365.968750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -342366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -342376.531250 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -342376.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -342384.781250 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -342384.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -342393.312500 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -342393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -342397.656250 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -342397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -342401.500000 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -342401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -342404.406250 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -342404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -342408.343750 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -342408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -342409.375000 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -342409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -342412.031250 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -342412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -342414.718750 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -342414.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -342417.718750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -342417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -342417.687500 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -342417.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -342419.968750 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -342420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -342421.406250 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -342421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -342421.593750 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -342421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -342422.562500 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -342422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -342422.562500 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -342422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -342422.562500 Penalty: 4161.685547
	Iteration 36F: 3 clusters Score -342422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -433146.468750 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -433146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -428171.125000 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -428171.1 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -429615.562500 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -429615.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -430036.187500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -430036.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -430421.343750 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -430421.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -430751.968750 Penalty: 4290.647461
	Iteration 4F: 3 clusters Score -430752 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -431017.156250 Penalty: 4290.647461
	Iteration 5F: 3 clusters Score -431017.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -431229.281250 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -431229.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -431373.531250 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -431373.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -431480.218750 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -431480.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -431553.750000 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -431553.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -431612.843750 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -431612.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -431653.531250 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -431653.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -431716.812500 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -431716.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -431791.875000 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -431791.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -431890.843750 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -431890.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -431996.812500 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -431996.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -432102.625000 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -432102.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -432209.468750 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -432209.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -432280.062500 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -432280.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -432334.656250 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -432334.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -432374.250000 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -432374.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -432423.906250 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -432423.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -432473.843750 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -432473.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -432507.781250 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -432507.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -432526.093750 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -432526.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -432537.250000 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -432537.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -432546.343750 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -432546.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -432555.062500 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -432555.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -432557.687500 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -432557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -432560.000000 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -432560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -432563.781250 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -432563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -432566.593750 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -432566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -432567.156250 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -432567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -432567.687500 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -432567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -432568.031250 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -432568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -432568.031250 Penalty: 4290.647461
	Iteration 35F: 3 clusters Score -432568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Entering Unmasked Estep 
Score: -1573183.750000 Penalty: 2443.357422
	Iteration 0F: 2 clusters Score -1573184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1559778.250000 Penalty: 4886.714844
	Iteration 0F: 3 clusters Score -1559778 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1564113.750000 Penalty: 4886.714844
	Iteration 1F: 3 clusters Score -1564114 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1564440.250000 Penalty: 4886.714844
	Iteration 2F: 3 clusters Score -1564440 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1564685.000000 Penalty: 4886.714844
	Iteration 3Q: 3 clusters Score -1564685 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1564862.750000 Penalty: 4886.714844
	Iteration 4Q: 3 clusters Score -1564863 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1565029.750000 Penalty: 4886.714844
	Iteration 5Q: 3 clusters Score -1565030 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1565178.625000 Penalty: 4886.714844
	Iteration 6Q: 3 clusters Score -1565179 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1565314.125000 Penalty: 4886.714844
	Iteration 7Q: 3 clusters Score -1565314 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1565486.250000 Penalty: 4886.714844
	Iteration 8Q: 3 clusters Score -1565486 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1565680.500000 Penalty: 4886.714844
	Iteration 9Q: 3 clusters Score -1565680 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1565913.000000 Penalty: 4886.714844
	Iteration 10Q: 3 clusters Score -1565913 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1566205.875000 Penalty: 4886.714844
	Iteration 11Q: 3 clusters Score -1566206 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1566622.875000 Penalty: 4886.714844
	Iteration 12Q: 3 clusters Score -1566623 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1567131.125000 Penalty: 4886.714844
	Iteration 13Q: 3 clusters Score -1567131 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1567764.625000 Penalty: 4886.714844
	Iteration 14Q: 3 clusters Score -1567765 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1568414.625000 Penalty: 4886.714844
	Iteration 15Q: 3 clusters Score -1568415 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1569097.000000 Penalty: 4886.714844
	Iteration 16Q: 3 clusters Score -1569097 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1569716.375000 Penalty: 4886.714844
	Iteration 17Q: 3 clusters Score -1569716 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1570159.875000 Penalty: 4886.714844
	Iteration 18Q: 3 clusters Score -1570160 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1570434.125000 Penalty: 4886.714844
	Iteration 19Q: 3 clusters Score -1570434 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1570651.375000 Penalty: 4886.714844
	Iteration 20F: 3 clusters Score -1570651 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1570782.500000 Penalty: 4886.714844
	Iteration 21Q: 3 clusters Score -1570782 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -1570876.125000 Penalty: 4886.714844
	Iteration 22Q: 3 clusters Score -1570876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1570930.500000 Penalty: 4886.714844
	Iteration 23Q: 3 clusters Score -1570930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1570981.125000 Penalty: 4886.714844
	Iteration 24Q: 3 clusters Score -1570981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1571019.625000 Penalty: 4886.714844
	Iteration 25Q: 3 clusters Score -1571020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1571042.375000 Penalty: 4886.714844
	Iteration 26Q: 3 clusters Score -1571042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1571051.625000 Penalty: 4886.714844
	Iteration 27Q: 3 clusters Score -1571052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1571057.000000 Penalty: 4886.714844
	Iteration 28Q: 3 clusters Score -1571057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1571062.750000 Penalty: 4886.714844
	Iteration 29Q: 3 clusters Score -1571063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -1571063.750000 Penalty: 4886.714844
	Iteration 30Q: 3 clusters Score -1571064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1571063.000000 Penalty: 4886.714844
	Iteration 31Q: 3 clusters Score -1571063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1571062.750000 Penalty: 4886.714844
	Iteration 32Q: 3 clusters Score -1571063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1571064.875000 Penalty: 4886.714844
	Iteration 33Q: 3 clusters Score -1571065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1571066.375000 Penalty: 4886.714844
	Iteration 34Q: 3 clusters Score -1571066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1571066.375000 Penalty: 4886.714844
	Iteration 35Q: 3 clusters Score -1571066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1571066.375000 Penalty: 4886.714844
	Iteration 36F: 3 clusters Score -1571066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Entering Unmasked Estep 
Score: -8031367.000000 Penalty: 2849.429932
	Iteration 0F: 2 clusters Score -8031367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -7966220.000000 Penalty: 5698.859863
	Iteration 0F: 3 clusters Score -7966220 nChanged 46217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -7992826.500000 Penalty: 5698.859863
	Iteration 1F: 3 clusters Score -7992826 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -7993821.000000 Penalty: 5698.859863
	Iteration 2Q: 3 clusters Score -7993821 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -7995037.000000 Penalty: 5698.859863
	Iteration 3Q: 3 clusters Score -7995037 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -7996772.000000 Penalty: 5698.859863
	Iteration 4Q: 3 clusters Score -7996772 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -7999126.500000 Penalty: 5698.859863
	Iteration 5Q: 3 clusters Score -7999126 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -8002347.000000 Penalty: 5698.859863
	Iteration 6F: 3 clusters Score -8002347 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -8006797.000000 Penalty: 5698.859863
	Iteration 7F: 3 clusters Score -8006797 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -8012014.500000 Penalty: 5698.859863
	Iteration 8F: 3 clusters Score -8012014 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -8016533.500000 Penalty: 5698.859863
	Iteration 9F: 3 clusters Score -8016534 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -8018844.000000 Penalty: 5698.859863
	Iteration 10Q: 3 clusters Score -8018844 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -8019946.000000 Penalty: 5698.859863
	Iteration 11Q: 3 clusters Score -8019946 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -8020669.500000 Penalty: 5698.859863
	Iteration 12Q: 3 clusters Score -8020670 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -8021272.000000 Penalty: 5698.859863
	Iteration 13Q: 3 clusters Score -8021272 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -8021857.000000 Penalty: 5698.859863
	Iteration 14Q: 3 clusters Score -8021857 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -8022387.000000 Penalty: 5698.859863
	Iteration 15Q: 3 clusters Score -8022387 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8022829.000000 Penalty: 5698.859863
	Iteration 16Q: 3 clusters Score -8022829 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -8023172.000000 Penalty: 5698.859863
	Iteration 17Q: 3 clusters Score -8023172 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -8023500.000000 Penalty: 5698.859863
	Iteration 18Q: 3 clusters Score -8023500 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -8023689.000000 Penalty: 5698.859863
	Iteration 19Q: 3 clusters Score -8023689 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 67522 members 
Entering Unmasked Estep 
Score: -8023913.000000 Penalty: 5698.859863
	Iteration 20F: 3 clusters Score -8023913 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -8024075.500000 Penalty: 5698.859863
	Iteration 21Q: 3 clusters Score -8024076 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -8024202.000000 Penalty: 5698.859863
	Iteration 22Q: 3 clusters Score -8024202 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -8024337.000000 Penalty: 5698.859863
	Iteration 23Q: 3 clusters Score -8024337 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -8024453.000000 Penalty: 5698.859863
	Iteration 24Q: 3 clusters Score -8024453 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -8024565.000000 Penalty: 5698.859863
	Iteration 25Q: 3 clusters Score -8024565 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -8024720.500000 Penalty: 5698.859863
	Iteration 26Q: 3 clusters Score -8024720 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -8024863.500000 Penalty: 5698.859863
	Iteration 27Q: 3 clusters Score -8024864 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8024954 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -8025048.500000 Penalty: 5698.859863
	Iteration 29Q: 3 clusters Score -8025048 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8025142 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8025240 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -8025378.500000 Penalty: 5698.859863
	Iteration 32Q: 3 clusters Score -8025378 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -8025541.000000 Penalty: 5698.859863
	Iteration 33Q: 3 clusters Score -8025541 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8025652 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8025736 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8025851 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8025978 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8026072 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8026208 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8026332 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8026479 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -8026621.500000 Penalty: 5698.859863
	Iteration 42Q: 3 clusters Score -8026622 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8026723 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8026834 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8026934 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8027045 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -8027172.500000 Penalty: 5698.859863
	Iteration 47Q: 3 clusters Score -8027172 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -8027274.500000 Penalty: 5698.859863
	Iteration 48Q: 3 clusters Score -8027274 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8027410 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -8027558.000000 Penalty: 5698.859863
	Iteration 50Q: 3 clusters Score -8027558 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8027680 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8027785 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8027918 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8028066 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8028196 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8028342 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8028447 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 90476 members 
Entering Unmasked Estep 
Score: -8028519.500000 Penalty: 5698.859863
	Iteration 58Q: 3 clusters Score -8028520 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8028594 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -8028649.000000 Penalty: 5698.859863
	Iteration 60F: 3 clusters Score -8028649 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 91416 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8028735 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8028776 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8028792 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8028844 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8028924 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 92664 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8028958 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8029004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8029039 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 93274 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8029089 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -8029135.500000 Penalty: 5698.859863
	Iteration 70Q: 3 clusters Score -8029136 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -8029185.500000 Penalty: 5698.859863
	Iteration 71Q: 3 clusters Score -8029186 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -8029203.000000 Penalty: 5698.859863
	Iteration 72Q: 3 clusters Score -8029203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 93886 members 
Entering Unmasked Estep 
Score: -8029255.500000 Penalty: 5698.859863
	Iteration 73Q: 3 clusters Score -8029256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -8029310.500000 Penalty: 5698.859863
	Iteration 74Q: 3 clusters Score -8029310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -8029341.000000 Penalty: 5698.859863
	Iteration 75Q: 3 clusters Score -8029341 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 94234 members 
Entering Unmasked Estep 
Score: -8029358.500000 Penalty: 5698.859863
	Iteration 76Q: 3 clusters Score -8029358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -8029382.000000 Penalty: 5698.859863
	Iteration 77Q: 3 clusters Score -8029382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 94416 members 
Entering Unmasked Estep 
Score: -8029401.000000 Penalty: 5698.859863
	Iteration 78Q: 3 clusters Score -8029401 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -8029421.500000 Penalty: 5698.859863
	Iteration 79Q: 3 clusters Score -8029422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -8029436.000000 Penalty: 5698.859863
	Iteration 80F: 3 clusters Score -8029436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -8029451.000000 Penalty: 5698.859863
	Iteration 81Q: 3 clusters Score -8029451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -8029469.500000 Penalty: 5698.859863
	Iteration 82Q: 3 clusters Score -8029470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 94743 members 
Entering Unmasked Estep 
Score: -8029478.000000 Penalty: 5698.859863
	Iteration 83Q: 3 clusters Score -8029478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 94801 members 
Entering Unmasked Estep 
Score: -8029487.500000 Penalty: 5698.859863
	Iteration 84Q: 3 clusters Score -8029488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -8029501.000000 Penalty: 5698.859863
	Iteration 85Q: 3 clusters Score -8029501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -8029519.500000 Penalty: 5698.859863
	Iteration 86Q: 3 clusters Score -8029520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -8029509.000000 Penalty: 5698.859863
	Iteration 87Q: 3 clusters Score -8029509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -8029505.500000 Penalty: 5698.859863
	Iteration 88Q: 3 clusters Score -8029506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -8029517.500000 Penalty: 5698.859863
	Iteration 89Q: 3 clusters Score -8029518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -8029524.500000 Penalty: 5698.859863
	Iteration 90Q: 3 clusters Score -8029524 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -8029523.500000 Penalty: 5698.859863
	Iteration 91Q: 3 clusters Score -8029524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 95112 members 
Entering Unmasked Estep 
Score: -8029545.500000 Penalty: 5698.859863
	Iteration 92Q: 3 clusters Score -8029546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -8029540.500000 Penalty: 5698.859863
	Iteration 93Q: 3 clusters Score -8029540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -8029539.000000 Penalty: 5698.859863
	Iteration 94Q: 3 clusters Score -8029539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -8029538.500000 Penalty: 5698.859863
	Iteration 95Q: 3 clusters Score -8029538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -8029550.000000 Penalty: 5698.859863
	Iteration 96Q: 3 clusters Score -8029550 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -8029561.000000 Penalty: 5698.859863
	Iteration 97Q: 3 clusters Score -8029561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 95263 members 
Entering Unmasked Estep 
Score: -8029563.500000 Penalty: 5698.859863
	Iteration 98Q: 3 clusters Score -8029564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -8029570.000000 Penalty: 5698.859863
	Iteration 99Q: 3 clusters Score -8029570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -8029570.000000 Penalty: 5698.859863
	Iteration 100F: 3 clusters Score -8029570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -8029566.000000 Penalty: 5698.859863
	Iteration 101Q: 3 clusters Score -8029566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -8029574.000000 Penalty: 5698.859863
	Iteration 102Q: 3 clusters Score -8029574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -8029564.500000 Penalty: 5698.859863
	Iteration 103Q: 3 clusters Score -8029564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -8029564.500000 Penalty: 5698.859863
	Iteration 104Q: 3 clusters Score -8029564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -8029568.500000 Penalty: 5698.859863
	Iteration 105Q: 3 clusters Score -8029568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8029564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -8029560.500000 Penalty: 5698.859863
	Iteration 107Q: 3 clusters Score -8029560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -8029562.500000 Penalty: 5698.859863
	Iteration 108Q: 3 clusters Score -8029562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -8029567.500000 Penalty: 5698.859863
	Iteration 109Q: 3 clusters Score -8029568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 95400 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8029570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -8029563.500000 Penalty: 5698.859863
	Iteration 111Q: 3 clusters Score -8029564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -8029563.000000 Penalty: 5698.859863
	Iteration 112Q: 3 clusters Score -8029563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 95408 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8029563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -8029564.500000 Penalty: 5698.859863
	Iteration 114Q: 3 clusters Score -8029564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -8029564.500000 Penalty: 5698.859863
	Iteration 115Q: 3 clusters Score -8029564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -8029566.500000 Penalty: 5698.859863
	Iteration 116Q: 3 clusters Score -8029566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -8029573.500000 Penalty: 5698.859863
	Iteration 117Q: 3 clusters Score -8029574 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8029572 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -8029572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17230 members 
Entering Unmasked Estep 
Score: -1364969.000000 Penalty: 2419.093018
	Iteration 0F: 2 clusters Score -1364969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1352661.000000 Penalty: 4838.186035
	Iteration 0F: 3 clusters Score -1352661 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1356663.750000 Penalty: 4838.186035
	Iteration 1F: 3 clusters Score -1356664 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1357185.500000 Penalty: 4838.186035
	Iteration 2F: 3 clusters Score -1357186 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1357714.625000 Penalty: 4838.186035
	Iteration 3F: 3 clusters Score -1357715 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1358314.500000 Penalty: 4838.186035
	Iteration 4F: 3 clusters Score -1358314 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1358996.000000 Penalty: 4838.186035
	Iteration 5F: 3 clusters Score -1358996 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1359815.250000 Penalty: 4838.186035
	Iteration 6F: 3 clusters Score -1359815 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1360731.750000 Penalty: 4838.186035
	Iteration 7F: 3 clusters Score -1360732 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1361675.750000 Penalty: 4838.186035
	Iteration 8F: 3 clusters Score -1361676 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1362519.500000 Penalty: 4838.186035
	Iteration 9Q: 3 clusters Score -1362520 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1363046.625000 Penalty: 4838.186035
	Iteration 10Q: 3 clusters Score -1363047 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1363268.875000 Penalty: 4838.186035
	Iteration 11Q: 3 clusters Score -1363269 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1363358.875000 Penalty: 4838.186035
	Iteration 12Q: 3 clusters Score -1363359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1363397.000000 Penalty: 4838.186035
	Iteration 13Q: 3 clusters Score -1363397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1363422.000000 Penalty: 4838.186035
	Iteration 14Q: 3 clusters Score -1363422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1363440.250000 Penalty: 4838.186035
	Iteration 15Q: 3 clusters Score -1363440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1363449.000000 Penalty: 4838.186035
	Iteration 16Q: 3 clusters Score -1363449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1363467.875000 Penalty: 4838.186035
	Iteration 17Q: 3 clusters Score -1363468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1363466.500000 Penalty: 4838.186035
	Iteration 18Q: 3 clusters Score -1363466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1363475.750000 Penalty: 4838.186035
	Iteration 19Q: 3 clusters Score -1363476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1363484.625000 Penalty: 4838.186035
	Iteration 20F: 3 clusters Score -1363485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1363487.875000 Penalty: 4838.186035
	Iteration 21Q: 3 clusters Score -1363488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1363493.125000 Penalty: 4838.186035
	Iteration 22Q: 3 clusters Score -1363493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1363497.875000 Penalty: 4838.186035
	Iteration 23Q: 3 clusters Score -1363498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1363502.375000 Penalty: 4838.186035
	Iteration 24Q: 3 clusters Score -1363502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1363503.750000 Penalty: 4838.186035
	Iteration 25Q: 3 clusters Score -1363504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1363505.250000 Penalty: 4838.186035
	Iteration 26Q: 3 clusters Score -1363505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1363507.625000 Penalty: 4838.186035
	Iteration 27Q: 3 clusters Score -1363508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1363504.375000 Penalty: 4838.186035
	Iteration 28Q: 3 clusters Score -1363504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1363515.000000 Penalty: 4838.186035
	Iteration 29Q: 3 clusters Score -1363515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1363516.000000 Penalty: 4838.186035
	Iteration 30Q: 3 clusters Score -1363516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1363519.125000 Penalty: 4838.186035
	Iteration 31Q: 3 clusters Score -1363519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1363522.625000 Penalty: 4838.186035
	Iteration 32Q: 3 clusters Score -1363523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1363529.500000 Penalty: 4838.186035
	Iteration 33Q: 3 clusters Score -1363530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1363536.625000 Penalty: 4838.186035
	Iteration 34Q: 3 clusters Score -1363537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1363539.375000 Penalty: 4838.186035
	Iteration 35Q: 3 clusters Score -1363539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1363540.125000 Penalty: 4838.186035
	Iteration 36Q: 3 clusters Score -1363540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1363543.125000 Penalty: 4838.186035
	Iteration 37Q: 3 clusters Score -1363543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1363541.750000 Penalty: 4838.186035
	Iteration 38Q: 3 clusters Score -1363542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1363546.625000 Penalty: 4838.186035
	Iteration 39Q: 3 clusters Score -1363547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1363546.125000 Penalty: 4838.186035
	Iteration 40F: 3 clusters Score -1363546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1363552.000000 Penalty: 4838.186035
	Iteration 41Q: 3 clusters Score -1363552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1363550.250000 Penalty: 4838.186035
	Iteration 42Q: 3 clusters Score -1363550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1363552.750000 Penalty: 4838.186035
	Iteration 43Q: 3 clusters Score -1363553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1363554.750000 Penalty: 4838.186035
	Iteration 44Q: 3 clusters Score -1363555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1363555.625000 Penalty: 4838.186035
	Iteration 45Q: 3 clusters Score -1363556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1363555.000000 Penalty: 4838.186035
	Iteration 46Q: 3 clusters Score -1363555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1363556.375000 Penalty: 4838.186035
	Iteration 47Q: 3 clusters Score -1363556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1363555.000000 Penalty: 4838.186035
	Iteration 48Q: 3 clusters Score -1363555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1363555.000000 Penalty: 4838.186035
	Iteration 49Q: 3 clusters Score -1363555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1363555.875000 Penalty: 4838.186035
	Iteration 50Q: 3 clusters Score -1363556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1363559.625000 Penalty: 4838.186035
	Iteration 51Q: 3 clusters Score -1363560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1363558.500000 Penalty: 4838.186035
	Iteration 52Q: 3 clusters Score -1363558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1363561.875000 Penalty: 4838.186035
	Iteration 53Q: 3 clusters Score -1363562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1363563.250000 Penalty: 4838.186035
	Iteration 54Q: 3 clusters Score -1363563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1363562.375000 Penalty: 4838.186035
	Iteration 55Q: 3 clusters Score -1363562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1363559.500000 Penalty: 4838.186035
	Iteration 56Q: 3 clusters Score -1363560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1363559.500000 Penalty: 4838.186035
	Iteration 57F: 3 clusters Score -1363560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -203001.671875 Penalty: 2007.481567
	Iteration 0F: 2 clusters Score -203001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -199669.218750 Penalty: 4014.963135
	Iteration 0F: 3 clusters Score -199669.2 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -200616.250000 Penalty: 4014.963135
	Iteration 1F: 3 clusters Score -200616.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -200948.765625 Penalty: 4014.963135
	Iteration 2F: 3 clusters Score -200948.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -201192.906250 Penalty: 4014.963135
	Iteration 3F: 3 clusters Score -201192.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -201373.656250 Penalty: 4014.963135
	Iteration 4F: 3 clusters Score -201373.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -201523.671875 Penalty: 4014.963135
	Iteration 5Q: 3 clusters Score -201523.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -201678.859375 Penalty: 4014.963135
	Iteration 6Q: 3 clusters Score -201678.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -201839.296875 Penalty: 4014.963135
	Iteration 7Q: 3 clusters Score -201839.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -201983.171875 Penalty: 4014.963135
	Iteration 8Q: 3 clusters Score -201983.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -202153.703125 Penalty: 4014.963135
	Iteration 9Q: 3 clusters Score -202153.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -202257.328125 Penalty: 4014.963135
	Iteration 10Q: 3 clusters Score -202257.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -202327.234375 Penalty: 4014.963135
	Iteration 11Q: 3 clusters Score -202327.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -202393.968750 Penalty: 4014.963135
	Iteration 12Q: 3 clusters Score -202394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -202444.656250 Penalty: 4014.963135
	Iteration 13Q: 3 clusters Score -202444.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -202473.031250 Penalty: 4014.963135
	Iteration 14Q: 3 clusters Score -202473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -202491.843750 Penalty: 4014.963135
	Iteration 15Q: 3 clusters Score -202491.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202508.171875 Penalty: 4014.963135
	Iteration 16Q: 3 clusters Score -202508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -202517.187500 Penalty: 4014.963135
	Iteration 17Q: 3 clusters Score -202517.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -202524.656250 Penalty: 4014.963135
	Iteration 18Q: 3 clusters Score -202524.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -202532.984375 Penalty: 4014.963135
	Iteration 19Q: 3 clusters Score -202533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -202550.390625 Penalty: 4014.963135
	Iteration 20F: 3 clusters Score -202550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -202557.781250 Penalty: 4014.963135
	Iteration 21Q: 3 clusters Score -202557.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -202560.687500 Penalty: 4014.963135
	Iteration 22Q: 3 clusters Score -202560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -202564.437500 Penalty: 4014.963135
	Iteration 23Q: 3 clusters Score -202564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -202568.296875 Penalty: 4014.963135
	Iteration 24Q: 3 clusters Score -202568.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -202571.265625 Penalty: 4014.963135
	Iteration 25Q: 3 clusters Score -202571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -202572.734375 Penalty: 4014.963135
	Iteration 26Q: 3 clusters Score -202572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -202573.937500 Penalty: 4014.963135
	Iteration 27Q: 3 clusters Score -202573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -202575.031250 Penalty: 4014.963135
	Iteration 28Q: 3 clusters Score -202575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -202576.562500 Penalty: 4014.963135
	Iteration 29Q: 3 clusters Score -202576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -202579.296875 Penalty: 4014.963135
	Iteration 30Q: 3 clusters Score -202579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -202580.328125 Penalty: 4014.963135
	Iteration 31Q: 3 clusters Score -202580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -202580.031250 Penalty: 4014.963135
	Iteration 32Q: 3 clusters Score -202580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -202580.031250 Penalty: 4014.963135
	Iteration 33F: 3 clusters Score -202580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Entering Unmasked Estep 
Score: -2238160.500000 Penalty: 2546.444824
	Iteration 0F: 2 clusters Score -2238160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2218360.000000 Penalty: 5092.889648
	Iteration 0F: 3 clusters Score -2218360 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2225232.250000 Penalty: 5092.889648
	Iteration 1F: 3 clusters Score -2225232 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2225736.500000 Penalty: 5092.889648
	Iteration 2F: 3 clusters Score -2225736 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2226204.000000 Penalty: 5092.889648
	Iteration 3Q: 3 clusters Score -2226204 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2226631.000000 Penalty: 5092.889648
	Iteration 4Q: 3 clusters Score -2226631 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2227042.500000 Penalty: 5092.889648
	Iteration 5Q: 3 clusters Score -2227042 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2227463.000000 Penalty: 5092.889648
	Iteration 6Q: 3 clusters Score -2227463 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2227995.000000 Penalty: 5092.889648
	Iteration 7Q: 3 clusters Score -2227995 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2228772.250000 Penalty: 5092.889648
	Iteration 8Q: 3 clusters Score -2228772 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2229837.250000 Penalty: 5092.889648
	Iteration 9F: 3 clusters Score -2229837 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2231273.500000 Penalty: 5092.889648
	Iteration 10F: 3 clusters Score -2231274 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2233027.750000 Penalty: 5092.889648
	Iteration 11F: 3 clusters Score -2233028 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2234700.000000 Penalty: 5092.889648
	Iteration 12F: 3 clusters Score -2234700 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2236049.500000 Penalty: 5092.889648
	Iteration 13F: 3 clusters Score -2236050 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2236716.000000 Penalty: 5092.889648
	Iteration 14Q: 3 clusters Score -2236716 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2236992.250000 Penalty: 5092.889648
	Iteration 15Q: 3 clusters Score -2236992 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2237114.750000 Penalty: 5092.889648
	Iteration 16Q: 3 clusters Score -2237115 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2237194.250000 Penalty: 5092.889648
	Iteration 17Q: 3 clusters Score -2237194 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2237229.500000 Penalty: 5092.889648
	Iteration 18Q: 3 clusters Score -2237230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2237265.750000 Penalty: 5092.889648
	Iteration 19Q: 3 clusters Score -2237266 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2237291.250000 Penalty: 5092.889648
	Iteration 20F: 3 clusters Score -2237291 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2237304.500000 Penalty: 5092.889648
	Iteration 21Q: 3 clusters Score -2237304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2237317.500000 Penalty: 5092.889648
	Iteration 22Q: 3 clusters Score -2237318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2237324.000000 Penalty: 5092.889648
	Iteration 23Q: 3 clusters Score -2237324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2237333.250000 Penalty: 5092.889648
	Iteration 24Q: 3 clusters Score -2237333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2237338.250000 Penalty: 5092.889648
	Iteration 25Q: 3 clusters Score -2237338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2237346.000000 Penalty: 5092.889648
	Iteration 26Q: 3 clusters Score -2237346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2237354.000000 Penalty: 5092.889648
	Iteration 27Q: 3 clusters Score -2237354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2237348.250000 Penalty: 5092.889648
	Iteration 28Q: 3 clusters Score -2237348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2237359.250000 Penalty: 5092.889648
	Iteration 29Q: 3 clusters Score -2237359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2237367.500000 Penalty: 5092.889648
	Iteration 30Q: 3 clusters Score -2237368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2237366.500000 Penalty: 5092.889648
	Iteration 31Q: 3 clusters Score -2237366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2237372.500000 Penalty: 5092.889648
	Iteration 32Q: 3 clusters Score -2237372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2237371.000000 Penalty: 5092.889648
	Iteration 33Q: 3 clusters Score -2237371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2237376.250000 Penalty: 5092.889648
	Iteration 34Q: 3 clusters Score -2237376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2237374.250000 Penalty: 5092.889648
	Iteration 35Q: 3 clusters Score -2237374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2237370.500000 Penalty: 5092.889648
	Iteration 36Q: 3 clusters Score -2237370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2237375.000000 Penalty: 5092.889648
	Iteration 37Q: 3 clusters Score -2237375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2237375.500000 Penalty: 5092.889648
	Iteration 38Q: 3 clusters Score -2237376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2237378.250000 Penalty: 5092.889648
	Iteration 39Q: 3 clusters Score -2237378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2237376.750000 Penalty: 5092.889648
	Iteration 40F: 3 clusters Score -2237377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2237379.000000 Penalty: 5092.889648
	Iteration 41Q: 3 clusters Score -2237379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2237379.750000 Penalty: 5092.889648
	Iteration 42Q: 3 clusters Score -2237380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2237381.000000 Penalty: 5092.889648
	Iteration 43Q: 3 clusters Score -2237381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2237380.250000 Penalty: 5092.889648
	Iteration 44Q: 3 clusters Score -2237380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2237382.750000 Penalty: 5092.889648
	Iteration 45Q: 3 clusters Score -2237383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2237377.750000 Penalty: 5092.889648
	Iteration 46Q: 3 clusters Score -2237378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2237377.750000 Penalty: 5092.889648
	Iteration 47F: 3 clusters Score -2237378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -139004.750000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -139004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -136479.234375 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -136479.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -136976.250000 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -136976.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137115.203125 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -137115.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137201.656250 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -137201.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137267.156250 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -137267.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137331.296875 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -137331.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -137372.062500 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -137372.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -137418.500000 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -137418.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -137469.000000 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -137469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137514.437500 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -137514.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137566.953125 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -137567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137604.656250 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -137604.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137643.359375 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -137643.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137677.656250 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -137677.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137701.937500 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -137701.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137728.500000 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -137728.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137751.046875 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -137751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -137781.703125 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -137781.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137802.875000 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -137802.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137818.843750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -137818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137828.562500 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -137828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137836.515625 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -137836.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137844.046875 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -137844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -137850.421875 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -137850.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -137857.265625 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -137857.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -137862.859375 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -137862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -137866.640625 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -137866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -137871.718750 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -137871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -137873.765625 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -137873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137878.093750 Penalty: 3737.242432
	Iteration 29Q: 3 clusters Score -137878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137880.890625 Penalty: 3737.242432
	Iteration 30Q: 3 clusters Score -137880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137885.359375 Penalty: 3737.242432
	Iteration 31Q: 3 clusters Score -137885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -137890.125000 Penalty: 3737.242432
	Iteration 32Q: 3 clusters Score -137890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137892.562500 Penalty: 3737.242432
	Iteration 33Q: 3 clusters Score -137892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137895.250000 Penalty: 3737.242432
	Iteration 34Q: 3 clusters Score -137895.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -137896.703125 Penalty: 3737.242432
	Iteration 35Q: 3 clusters Score -137896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137900.656250 Penalty: 3737.242432
	Iteration 36Q: 3 clusters Score -137900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137905.093750 Penalty: 3737.242432
	Iteration 37Q: 3 clusters Score -137905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137907.437500 Penalty: 3737.242432
	Iteration 38Q: 3 clusters Score -137907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137907.437500 Penalty: 3737.242432
	Iteration 39F: 3 clusters Score -137907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Entering Unmasked Estep 
Score: -2574526.000000 Penalty: 2578.825195
	Iteration 0F: 2 clusters Score -2574526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2552194.500000 Penalty: 5157.650391
	Iteration 0F: 3 clusters Score -2552194 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2560319.250000 Penalty: 5157.650391
	Iteration 1F: 3 clusters Score -2560319 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2560972.000000 Penalty: 5157.650391
	Iteration 2F: 3 clusters Score -2560972 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2561667.500000 Penalty: 5157.650391
	Iteration 3Q: 3 clusters Score -2561668 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2562599.250000 Penalty: 5157.650391
	Iteration 4F: 3 clusters Score -2562599 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2563927.000000 Penalty: 5157.650391
	Iteration 5F: 3 clusters Score -2563927 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -2565685.250000 Penalty: 5157.650391
	Iteration 6F: 3 clusters Score -2565685 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -2567646.500000 Penalty: 5157.650391
	Iteration 7F: 3 clusters Score -2567646 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -2569416.000000 Penalty: 5157.650391
	Iteration 8F: 3 clusters Score -2569416 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -2570606.250000 Penalty: 5157.650391
	Iteration 9Q: 3 clusters Score -2570606 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2571315.250000 Penalty: 5157.650391
	Iteration 10Q: 3 clusters Score -2571315 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -2571715.000000 Penalty: 5157.650391
	Iteration 11Q: 3 clusters Score -2571715 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -2571930.000000 Penalty: 5157.650391
	Iteration 12Q: 3 clusters Score -2571930 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -2572064.000000 Penalty: 5157.650391
	Iteration 13Q: 3 clusters Score -2572064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -2572138.500000 Penalty: 5157.650391
	Iteration 14Q: 3 clusters Score -2572138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -2572182.000000 Penalty: 5157.650391
	Iteration 15Q: 3 clusters Score -2572182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -2572235.250000 Penalty: 5157.650391
	Iteration 16Q: 3 clusters Score -2572235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -2572267.750000 Penalty: 5157.650391
	Iteration 17Q: 3 clusters Score -2572268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -2572294.250000 Penalty: 5157.650391
	Iteration 18Q: 3 clusters Score -2572294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -2572314.250000 Penalty: 5157.650391
	Iteration 19Q: 3 clusters Score -2572314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -2572320.750000 Penalty: 5157.650391
	Iteration 20F: 3 clusters Score -2572321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -2572325.750000 Penalty: 5157.650391
	Iteration 21Q: 3 clusters Score -2572326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -2572327.000000 Penalty: 5157.650391
	Iteration 22Q: 3 clusters Score -2572327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -2572331.750000 Penalty: 5157.650391
	Iteration 23Q: 3 clusters Score -2572332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -2572337.750000 Penalty: 5157.650391
	Iteration 24Q: 3 clusters Score -2572338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -2572337.750000 Penalty: 5157.650391
	Iteration 25Q: 3 clusters Score -2572338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -2572337.000000 Penalty: 5157.650391
	Iteration 26Q: 3 clusters Score -2572337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -2572336.750000 Penalty: 5157.650391
	Iteration 27Q: 3 clusters Score -2572337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -2572336.750000 Penalty: 5157.650391
	Iteration 28F: 3 clusters Score -2572337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -188064.453125 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -188064.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -185109.703125 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -185109.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -185653.656250 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -185653.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -185809.125000 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -185809.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -185939.921875 Penalty: 3872.121338
	Iteration 3F: 3 clusters Score -185939.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -186107.375000 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -186107.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -186329.046875 Penalty: 3872.121338
	Iteration 5F: 3 clusters Score -186329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -186553.984375 Penalty: 3872.121338
	Iteration 6F: 3 clusters Score -186554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -186693.796875 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -186693.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -186782.953125 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -186783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -186858.046875 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -186858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -186918.953125 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -186919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -186968.171875 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -186968.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -187008.234375 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -187008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -187033.109375 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -187033.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -187053.125000 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -187053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -187064.390625 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -187064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -187074.109375 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -187074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -187084.218750 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -187084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -187090.234375 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -187090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -187093.375000 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -187093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -187096.703125 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -187096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -187097.890625 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -187097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -187099.578125 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -187099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -187101.453125 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -187101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -187102.375000 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -187102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -187103.296875 Penalty: 3872.121338
	Iteration 25Q: 3 clusters Score -187103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -187104.281250 Penalty: 3872.121338
	Iteration 26Q: 3 clusters Score -187104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -187107.359375 Penalty: 3872.121338
	Iteration 27Q: 3 clusters Score -187107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -187110.421875 Penalty: 3872.121338
	Iteration 28Q: 3 clusters Score -187110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -187112.640625 Penalty: 3872.121338
	Iteration 29Q: 3 clusters Score -187112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -187113.515625 Penalty: 3872.121338
	Iteration 30Q: 3 clusters Score -187113.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -187113.515625 Penalty: 3872.121338
	Iteration 31F: 3 clusters Score -187113.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -266910.843750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -266910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -263375.718750 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -263375.7 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -264159.031250 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -264159 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -264402.718750 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -264402.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -264567.781250 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -264567.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -264688.843750 Penalty: 4037.451904
	Iteration 4Q: 3 clusters Score -264688.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -264781.937500 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -264781.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -264841.781250 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -264841.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -264888.875000 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -264888.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -264935.906250 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -264935.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -264990.250000 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -264990.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -265038.781250 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -265038.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -265090.500000 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -265090.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -265131.500000 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -265131.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -265160.968750 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -265161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -265184.031250 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -265184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -265210.781250 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -265210.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -265243.625000 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -265243.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -265274.468750 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -265274.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -265306.031250 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -265306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -265330.156250 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -265330.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -265356.937500 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -265356.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -265381.625000 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -265381.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -265400.656250 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -265400.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -265413.906250 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -265413.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -265423.656250 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -265423.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -265433.031250 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -265433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -265444.406250 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -265444.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -265454.593750 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -265454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -265463.312500 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -265463.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -265475.531250 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -265475.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -265483.875000 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -265483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -265490.031250 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -265490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -265498.781250 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -265498.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -265505.812500 Penalty: 4037.451904
	Iteration 33Q: 3 clusters Score -265505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -265514.281250 Penalty: 4037.451904
	Iteration 34Q: 3 clusters Score -265514.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -265523.062500 Penalty: 4037.451904
	Iteration 35Q: 3 clusters Score -265523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -265528.093750 Penalty: 4037.451904
	Iteration 36Q: 3 clusters Score -265528.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -265534.687500 Penalty: 4037.451904
	Iteration 37Q: 3 clusters Score -265534.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -265538.312500 Penalty: 4037.451904
	Iteration 38Q: 3 clusters Score -265538.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -265542.093750 Penalty: 4037.451904
	Iteration 39Q: 3 clusters Score -265542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -265543.781250 Penalty: 4037.451904
	Iteration 40F: 3 clusters Score -265543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -265547.531250 Penalty: 4037.451904
	Iteration 41Q: 3 clusters Score -265547.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -265554.687500 Penalty: 4037.451904
	Iteration 42Q: 3 clusters Score -265554.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -265562.656250 Penalty: 4037.451904
	Iteration 43Q: 3 clusters Score -265562.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -265569.031250 Penalty: 4037.451904
	Iteration 44Q: 3 clusters Score -265569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -265572.843750 Penalty: 4037.451904
	Iteration 45Q: 3 clusters Score -265572.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -265574.437500 Penalty: 4037.451904
	Iteration 46Q: 3 clusters Score -265574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -265574.718750 Penalty: 4037.451904
	Iteration 47Q: 3 clusters Score -265574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -265574.718750 Penalty: 4037.451904
	Iteration 48F: 3 clusters Score -265574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -514844.593750 Penalty: 2176.182861
	Iteration 0F: 2 clusters Score -514844.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -509403.500000 Penalty: 4352.365723
	Iteration 0F: 3 clusters Score -509403.5 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -510692.406250 Penalty: 4352.365723
	Iteration 1F: 3 clusters Score -510692.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -510913.906250 Penalty: 4352.365723
	Iteration 2F: 3 clusters Score -510913.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -511072.031250 Penalty: 4352.365723
	Iteration 3Q: 3 clusters Score -511072 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -511209.531250 Penalty: 4352.365723
	Iteration 4Q: 3 clusters Score -511209.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -511348.906250 Penalty: 4352.365723
	Iteration 5Q: 3 clusters Score -511348.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -511473.000000 Penalty: 4352.365723
	Iteration 6Q: 3 clusters Score -511473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -511605.593750 Penalty: 4352.365723
	Iteration 7Q: 3 clusters Score -511605.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -511726.156250 Penalty: 4352.365723
	Iteration 8Q: 3 clusters Score -511726.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -511827.906250 Penalty: 4352.365723
	Iteration 9Q: 3 clusters Score -511827.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -511906.562500 Penalty: 4352.365723
	Iteration 10Q: 3 clusters Score -511906.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -511987.187500 Penalty: 4352.365723
	Iteration 11Q: 3 clusters Score -511987.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -512079.718750 Penalty: 4352.365723
	Iteration 12Q: 3 clusters Score -512079.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -512167.312500 Penalty: 4352.365723
	Iteration 13Q: 3 clusters Score -512167.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -512259.406250 Penalty: 4352.365723
	Iteration 14Q: 3 clusters Score -512259.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -512343.406250 Penalty: 4352.365723
	Iteration 15Q: 3 clusters Score -512343.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -512436.937500 Penalty: 4352.365723
	Iteration 16Q: 3 clusters Score -512436.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -512539.000000 Penalty: 4352.365723
	Iteration 17Q: 3 clusters Score -512539 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -512646.218750 Penalty: 4352.365723
	Iteration 18Q: 3 clusters Score -512646.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -512751.750000 Penalty: 4352.365723
	Iteration 19Q: 3 clusters Score -512751.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -512867.687500 Penalty: 4352.365723
	Iteration 20F: 3 clusters Score -512867.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -512972.250000 Penalty: 4352.365723
	Iteration 21Q: 3 clusters Score -512972.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -513067.500000 Penalty: 4352.365723
	Iteration 22Q: 3 clusters Score -513067.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -513164.687500 Penalty: 4352.365723
	Iteration 23Q: 3 clusters Score -513164.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -513257.968750 Penalty: 4352.365723
	Iteration 24Q: 3 clusters Score -513258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -513325.968750 Penalty: 4352.365723
	Iteration 25Q: 3 clusters Score -513326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -513385.000000 Penalty: 4352.365723
	Iteration 26Q: 3 clusters Score -513385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -513432.812500 Penalty: 4352.365723
	Iteration 27Q: 3 clusters Score -513432.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -513472.968750 Penalty: 4352.365723
	Iteration 28Q: 3 clusters Score -513473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -513503.093750 Penalty: 4352.365723
	Iteration 29Q: 3 clusters Score -513503.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -513527.875000 Penalty: 4352.365723
	Iteration 30Q: 3 clusters Score -513527.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -513544.687500 Penalty: 4352.365723
	Iteration 31Q: 3 clusters Score -513544.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -513557.562500 Penalty: 4352.365723
	Iteration 32Q: 3 clusters Score -513557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -513566.875000 Penalty: 4352.365723
	Iteration 33Q: 3 clusters Score -513566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -513574.843750 Penalty: 4352.365723
	Iteration 34Q: 3 clusters Score -513574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -513578.812500 Penalty: 4352.365723
	Iteration 35Q: 3 clusters Score -513578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -513587.593750 Penalty: 4352.365723
	Iteration 36Q: 3 clusters Score -513587.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -513591.375000 Penalty: 4352.365723
	Iteration 37Q: 3 clusters Score -513591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -513596.125000 Penalty: 4352.365723
	Iteration 38Q: 3 clusters Score -513596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -513599.343750 Penalty: 4352.365723
	Iteration 39Q: 3 clusters Score -513599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -513598.593750 Penalty: 4352.365723
	Iteration 40F: 3 clusters Score -513598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -513602.218750 Penalty: 4352.365723
	Iteration 41Q: 3 clusters Score -513602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -513602.093750 Penalty: 4352.365723
	Iteration 42Q: 3 clusters Score -513602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -513602.500000 Penalty: 4352.365723
	Iteration 43Q: 3 clusters Score -513602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -513602.500000 Penalty: 4352.365723
	Iteration 44F: 3 clusters Score -513602.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -1208957.000000 Penalty: 2390.343018
	Iteration 0F: 2 clusters Score -1208957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1197779.125000 Penalty: 4780.686035
	Iteration 0F: 3 clusters Score -1197779 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1201391.500000 Penalty: 4780.686035
	Iteration 1F: 3 clusters Score -1201392 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1201757.500000 Penalty: 4780.686035
	Iteration 2F: 3 clusters Score -1201758 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1202058.375000 Penalty: 4780.686035
	Iteration 3F: 3 clusters Score -1202058 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1202354.250000 Penalty: 4780.686035
	Iteration 4Q: 3 clusters Score -1202354 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1202731.125000 Penalty: 4780.686035
	Iteration 5Q: 3 clusters Score -1202731 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1203186.750000 Penalty: 4780.686035
	Iteration 6F: 3 clusters Score -1203187 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1203775.875000 Penalty: 4780.686035
	Iteration 7F: 3 clusters Score -1203776 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1204559.500000 Penalty: 4780.686035
	Iteration 8F: 3 clusters Score -1204560 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1205407.750000 Penalty: 4780.686035
	Iteration 9F: 3 clusters Score -1205408 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1206065.250000 Penalty: 4780.686035
	Iteration 10F: 3 clusters Score -1206065 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1206470.625000 Penalty: 4780.686035
	Iteration 11Q: 3 clusters Score -1206471 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1206717.500000 Penalty: 4780.686035
	Iteration 12Q: 3 clusters Score -1206718 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1206901.250000 Penalty: 4780.686035
	Iteration 13Q: 3 clusters Score -1206901 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1207041.000000 Penalty: 4780.686035
	Iteration 14Q: 3 clusters Score -1207041 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1207146.875000 Penalty: 4780.686035
	Iteration 15Q: 3 clusters Score -1207147 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1207242.500000 Penalty: 4780.686035
	Iteration 16Q: 3 clusters Score -1207242 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1207312.375000 Penalty: 4780.686035
	Iteration 17Q: 3 clusters Score -1207312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1207394.125000 Penalty: 4780.686035
	Iteration 18Q: 3 clusters Score -1207394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1207449.625000 Penalty: 4780.686035
	Iteration 19Q: 3 clusters Score -1207450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1207505.875000 Penalty: 4780.686035
	Iteration 20F: 3 clusters Score -1207506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1207544.250000 Penalty: 4780.686035
	Iteration 21Q: 3 clusters Score -1207544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1207572.375000 Penalty: 4780.686035
	Iteration 22Q: 3 clusters Score -1207572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1207588.000000 Penalty: 4780.686035
	Iteration 23Q: 3 clusters Score -1207588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1207607.750000 Penalty: 4780.686035
	Iteration 24Q: 3 clusters Score -1207608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1207615.375000 Penalty: 4780.686035
	Iteration 25Q: 3 clusters Score -1207615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1207621.375000 Penalty: 4780.686035
	Iteration 26Q: 3 clusters Score -1207621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1207629.500000 Penalty: 4780.686035
	Iteration 27Q: 3 clusters Score -1207630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1207632.500000 Penalty: 4780.686035
	Iteration 28Q: 3 clusters Score -1207632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1207635.250000 Penalty: 4780.686035
	Iteration 29Q: 3 clusters Score -1207635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1207643.500000 Penalty: 4780.686035
	Iteration 30Q: 3 clusters Score -1207644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1207644.500000 Penalty: 4780.686035
	Iteration 31Q: 3 clusters Score -1207644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1207644.000000 Penalty: 4780.686035
	Iteration 32Q: 3 clusters Score -1207644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1207644.000000 Penalty: 4780.686035
	Iteration 33F: 3 clusters Score -1207644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Entering Unmasked Estep 
Score: -672980.312500 Penalty: 2247.796387
	Iteration 0F: 2 clusters Score -672980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -666100.812500 Penalty: 4495.592773
	Iteration 0F: 3 clusters Score -666100.8 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -668039.562500 Penalty: 4495.592773
	Iteration 1F: 3 clusters Score -668039.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -668379.500000 Penalty: 4495.592773
	Iteration 2F: 3 clusters Score -668379.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -668673.562500 Penalty: 4495.592773
	Iteration 3F: 3 clusters Score -668673.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -668907.687500 Penalty: 4495.592773
	Iteration 4Q: 3 clusters Score -668907.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -669127.625000 Penalty: 4495.592773
	Iteration 5Q: 3 clusters Score -669127.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -669377.812500 Penalty: 4495.592773
	Iteration 6Q: 3 clusters Score -669377.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -669629.562500 Penalty: 4495.592773
	Iteration 7Q: 3 clusters Score -669629.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -669877.750000 Penalty: 4495.592773
	Iteration 8Q: 3 clusters Score -669877.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -670108.437500 Penalty: 4495.592773
	Iteration 9Q: 3 clusters Score -670108.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -670298.562500 Penalty: 4495.592773
	Iteration 10Q: 3 clusters Score -670298.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -670463.125000 Penalty: 4495.592773
	Iteration 11Q: 3 clusters Score -670463.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -670641.125000 Penalty: 4495.592773
	Iteration 12Q: 3 clusters Score -670641.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -670814.000000 Penalty: 4495.592773
	Iteration 13Q: 3 clusters Score -670814 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -670944.937500 Penalty: 4495.592773
	Iteration 14Q: 3 clusters Score -670944.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -671053.062500 Penalty: 4495.592773
	Iteration 15Q: 3 clusters Score -671053.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -671137.750000 Penalty: 4495.592773
	Iteration 16Q: 3 clusters Score -671137.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -671198.562500 Penalty: 4495.592773
	Iteration 17Q: 3 clusters Score -671198.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -671233.312500 Penalty: 4495.592773
	Iteration 18Q: 3 clusters Score -671233.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -671257.750000 Penalty: 4495.592773
	Iteration 19Q: 3 clusters Score -671257.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -671273.375000 Penalty: 4495.592773
	Iteration 20F: 3 clusters Score -671273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -671282.937500 Penalty: 4495.592773
	Iteration 21Q: 3 clusters Score -671282.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -671288.250000 Penalty: 4495.592773
	Iteration 22Q: 3 clusters Score -671288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -671293.250000 Penalty: 4495.592773
	Iteration 23Q: 3 clusters Score -671293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -671294.000000 Penalty: 4495.592773
	Iteration 24Q: 3 clusters Score -671294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -671295.875000 Penalty: 4495.592773
	Iteration 25Q: 3 clusters Score -671295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -671295.875000 Penalty: 4495.592773
	Iteration 26F: 3 clusters Score -671295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -110187.031250 Penalty: 1812.352417
	Iteration 0F: 2 clusters Score -110187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -107898.476562 Penalty: 3624.704834
	Iteration 0F: 3 clusters Score -107898.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -108242.281250 Penalty: 3624.704834
	Iteration 1F: 3 clusters Score -108242.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -108335.773438 Penalty: 3624.704834
	Iteration 2F: 3 clusters Score -108335.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -108405.562500 Penalty: 3624.704834
	Iteration 3Q: 3 clusters Score -108405.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -108446.765625 Penalty: 3624.704834
	Iteration 4Q: 3 clusters Score -108446.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -108466.984375 Penalty: 3624.704834
	Iteration 5Q: 3 clusters Score -108467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108486.273438 Penalty: 3624.704834
	Iteration 6Q: 3 clusters Score -108486.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108505.703125 Penalty: 3624.704834
	Iteration 7Q: 3 clusters Score -108505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -108534.734375 Penalty: 3624.704834
	Iteration 8Q: 3 clusters Score -108534.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -108570.546875 Penalty: 3624.704834
	Iteration 9Q: 3 clusters Score -108570.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108599.710938 Penalty: 3624.704834
	Iteration 10Q: 3 clusters Score -108599.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108611.109375 Penalty: 3624.704834
	Iteration 11Q: 3 clusters Score -108611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -108622.828125 Penalty: 3624.704834
	Iteration 12Q: 3 clusters Score -108622.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108637.531250 Penalty: 3624.704834
	Iteration 13Q: 3 clusters Score -108637.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -108650.640625 Penalty: 3624.704834
	Iteration 14Q: 3 clusters Score -108650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108661.148438 Penalty: 3624.704834
	Iteration 15Q: 3 clusters Score -108661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -108671.976562 Penalty: 3624.704834
	Iteration 16Q: 3 clusters Score -108672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -108676.171875 Penalty: 3624.704834
	Iteration 17Q: 3 clusters Score -108676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -108676.773438 Penalty: 3624.704834
	Iteration 18Q: 3 clusters Score -108676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -108677.015625 Penalty: 3624.704834
	Iteration 19Q: 3 clusters Score -108677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -108677.296875 Penalty: 3624.704834
	Iteration 20F: 3 clusters Score -108677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253195 members 
Mstep: Class 4 contains 16700 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853374 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20559 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35308 members 
Mstep: Class 13 contains 33308 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 19293 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17230 members 
Mstep: Class 24 contains 3277 members 
Mstep: Class 25 contains 28794 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32810 members 
Mstep: Class 28 contains 2457 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6470 members 
Mstep: Class 31 contains 15344 members 
Mstep: Class 32 contains 8636 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805952.000000 Penalty: 117974.585938
Iteration 159Q: 34 clusters Score -1.42806e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253200 members 
Mstep: Class 4 contains 16699 members 
Mstep: Class 5 contains 1663 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853370 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20558 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33297 members 
Mstep: Class 14 contains 28298 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 19293 members 
Mstep: Class 17 contains 3924 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17230 members 
Mstep: Class 24 contains 3275 members 
Mstep: Class 25 contains 28794 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32817 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 15345 members 
Mstep: Class 32 contains 8635 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 117974.585938
Iteration 160F: 34 clusters Score -1.428061e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253206 members 
Mstep: Class 4 contains 16697 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853366 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19868 members 
Mstep: Class 10 contains 20555 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33292 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 19295 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17230 members 
Mstep: Class 24 contains 3273 members 
Mstep: Class 25 contains 28791 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32822 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15346 members 
Mstep: Class 32 contains 8635 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 117974.585938
Iteration 161Q: 34 clusters Score -1.428061e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253211 members 
Mstep: Class 4 contains 16695 members 
Mstep: Class 5 contains 1666 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853359 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 20551 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33287 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 51212 members 
Mstep: Class 16 contains 19296 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5718 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17230 members 
Mstep: Class 24 contains 3269 members 
Mstep: Class 25 contains 28790 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32832 members 
Mstep: Class 28 contains 2459 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15348 members 
Mstep: Class 32 contains 8638 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 117974.585938
Iteration 162Q: 34 clusters Score -1.428061e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253216 members 
Mstep: Class 4 contains 16694 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853358 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20547 members 
Mstep: Class 11 contains 23611 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33282 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 51211 members 
Mstep: Class 16 contains 19297 members 
Mstep: Class 17 contains 3925 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17230 members 
Mstep: Class 24 contains 3265 members 
Mstep: Class 25 contains 28785 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32840 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15351 members 
Mstep: Class 32 contains 8641 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 117974.585938
Iteration 163Q: 34 clusters Score -1.428062e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253219 members 
Mstep: Class 4 contains 16691 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853353 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20547 members 
Mstep: Class 11 contains 23612 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33275 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 15 contains 51208 members 
Mstep: Class 16 contains 19297 members 
Mstep: Class 17 contains 3924 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17231 members 
Mstep: Class 24 contains 3263 members 
Mstep: Class 25 contains 28781 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32843 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15358 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 117974.585938
Iteration 164Q: 34 clusters Score -1.428062e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253226 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853343 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20544 members 
Mstep: Class 11 contains 23613 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33270 members 
Mstep: Class 14 contains 28297 members 
Mstep: Class 15 contains 51208 members 
Mstep: Class 16 contains 19299 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5726 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17233 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28778 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32843 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15365 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 117974.585938
Iteration 165Q: 34 clusters Score -1.428061e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162526 members 
Mstep: Class 3 contains 253231 members 
Mstep: Class 4 contains 16689 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853342 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19865 members 
Mstep: Class 10 contains 20542 members 
Mstep: Class 11 contains 23615 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33262 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 51208 members 
Mstep: Class 16 contains 19298 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28774 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32848 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15370 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 117974.585938
Iteration 166Q: 34 clusters Score -1.428061e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253234 members 
Mstep: Class 4 contains 16687 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853338 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 20541 members 
Mstep: Class 11 contains 23619 members 
Mstep: Class 12 contains 35311 members 
Mstep: Class 13 contains 33258 members 
Mstep: Class 14 contains 28295 members 
Mstep: Class 15 contains 51208 members 
Mstep: Class 16 contains 19299 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28772 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32852 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15374 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 117974.585938
Iteration 167Q: 34 clusters Score -1.428061e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253241 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853334 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 20540 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33250 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51207 members 
Mstep: Class 16 contains 19300 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28772 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32856 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15378 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806048.000000 Penalty: 117974.585938
Iteration 168Q: 34 clusters Score -1.42806e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253246 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853333 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20539 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35310 members 
Mstep: Class 13 contains 33244 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51208 members 
Mstep: Class 16 contains 19302 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5730 members 
Mstep: Class 21 contains 18999 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28772 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32856 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15379 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 117974.585938
Iteration 169Q: 34 clusters Score -1.428061e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253250 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853331 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20538 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33241 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51207 members 
Mstep: Class 16 contains 19304 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38372 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 18999 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28772 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32861 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15379 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 117974.585938
Iteration 170Q: 34 clusters Score -1.428061e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253251 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853324 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33237 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51205 members 
Mstep: Class 16 contains 19308 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38373 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28771 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32866 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15381 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 117974.585938
Iteration 171Q: 34 clusters Score -1.428061e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253251 members 
Mstep: Class 4 contains 16684 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853324 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19866 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 33227 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51205 members 
Mstep: Class 16 contains 19310 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28770 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32875 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 15381 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 117974.585938
Iteration 172Q: 34 clusters Score -1.428062e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253252 members 
Mstep: Class 4 contains 16684 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853321 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33213 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51205 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28770 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32886 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15383 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 117974.585938
Iteration 173Q: 34 clusters Score -1.428062e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253255 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853317 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33203 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51204 members 
Mstep: Class 16 contains 19315 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28770 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32894 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15383 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806224.000000 Penalty: 117974.585938
Iteration 174Q: 34 clusters Score -1.428062e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253256 members 
Mstep: Class 4 contains 16682 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853316 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20536 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33193 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51202 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5732 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28770 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32905 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15383 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806176.000000 Penalty: 117974.585938
Iteration 175Q: 34 clusters Score -1.428062e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162521 members 
Mstep: Class 3 contains 253254 members 
Mstep: Class 4 contains 16682 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853320 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20536 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 33180 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51201 members 
Mstep: Class 16 contains 19317 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17234 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28770 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32919 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15382 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 117974.585938
Iteration 176Q: 34 clusters Score -1.428062e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162521 members 
Mstep: Class 3 contains 253255 members 
Mstep: Class 4 contains 16682 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853324 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19865 members 
Mstep: Class 10 contains 20537 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35306 members 
Mstep: Class 13 contains 33160 members 
Mstep: Class 14 contains 28295 members 
Mstep: Class 15 contains 51200 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17235 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28770 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32935 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15384 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 117974.585938
Iteration 177Q: 34 clusters Score -1.428061e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253259 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853323 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 20536 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35305 members 
Mstep: Class 13 contains 33145 members 
Mstep: Class 14 contains 28295 members 
Mstep: Class 15 contains 51198 members 
Mstep: Class 16 contains 19318 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5734 members 
Mstep: Class 21 contains 18999 members 
Mstep: Class 22 contains 97696 members 
Mstep: Class 23 contains 17236 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28769 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32947 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15386 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 117974.585938
Iteration 178Q: 34 clusters Score -1.428061e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253261 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853324 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 20535 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35305 members 
Mstep: Class 13 contains 33128 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 51196 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 18999 members 
Mstep: Class 22 contains 97695 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28766 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32959 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15388 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805936.000000 Penalty: 117974.585938
Iteration 179Q: 34 clusters Score -1.428059e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253267 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853323 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 20534 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35305 members 
Mstep: Class 13 contains 33109 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 51190 members 
Mstep: Class 16 contains 19320 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 18999 members 
Mstep: Class 22 contains 97694 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32979 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15388 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805968.000000 Penalty: 117974.585938
Iteration 180F: 34 clusters Score -1.42806e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253270 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853324 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 28296 members 
Mstep: Class 15 contains 51187 members 
Mstep: Class 16 contains 19322 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38375 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 97696 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 32995 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 15388 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 117974.585938
Iteration 181Q: 34 clusters Score -1.428061e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253279 members 
Mstep: Class 4 contains 16683 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853326 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 33070 members 
Mstep: Class 14 contains 28295 members 
Mstep: Class 15 contains 51186 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33006 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 15389 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806016.000000 Penalty: 117974.585938
Iteration 182Q: 34 clusters Score -1.42806e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253288 members 
Mstep: Class 4 contains 16681 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853327 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 33051 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51187 members 
Mstep: Class 16 contains 19324 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 18998 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33011 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6470 members 
Mstep: Class 31 contains 15390 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806048.000000 Penalty: 117974.585938
Iteration 183Q: 34 clusters Score -1.42806e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253295 members 
Mstep: Class 4 contains 16680 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853328 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19859 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 33042 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51188 members 
Mstep: Class 16 contains 19327 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33007 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15392 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 117974.585938
Iteration 184Q: 34 clusters Score -1.428061e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162524 members 
Mstep: Class 3 contains 253296 members 
Mstep: Class 4 contains 16677 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853328 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23620 members 
Mstep: Class 12 contains 35300 members 
Mstep: Class 13 contains 33036 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51188 members 
Mstep: Class 16 contains 19331 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 97702 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33007 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15392 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 117974.585938
Iteration 185Q: 34 clusters Score -1.428061e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162525 members 
Mstep: Class 3 contains 253299 members 
Mstep: Class 4 contains 16674 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853325 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 23621 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 33033 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51188 members 
Mstep: Class 16 contains 19336 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 97703 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28765 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33004 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15395 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 117974.585938
Iteration 186Q: 34 clusters Score -1.428061e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162525 members 
Mstep: Class 3 contains 253301 members 
Mstep: Class 4 contains 16672 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853323 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23621 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 33028 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51188 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5751 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 97703 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28764 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33004 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15396 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 117974.585938
Iteration 187Q: 34 clusters Score -1.428062e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253302 members 
Mstep: Class 4 contains 16672 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853325 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19856 members 
Mstep: Class 10 contains 20530 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 33020 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51188 members 
Mstep: Class 16 contains 19341 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97703 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28764 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33010 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15395 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 117974.585938
Iteration 188Q: 34 clusters Score -1.428062e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162521 members 
Mstep: Class 3 contains 253302 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853327 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19856 members 
Mstep: Class 10 contains 20530 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 33010 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51187 members 
Mstep: Class 16 contains 19344 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97703 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28764 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33020 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15395 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 117974.585938
Iteration 189Q: 34 clusters Score -1.428061e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253306 members 
Mstep: Class 4 contains 16670 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853326 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 20530 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 35300 members 
Mstep: Class 13 contains 32998 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51187 members 
Mstep: Class 16 contains 19346 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28764 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33031 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15395 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805984.000000 Penalty: 117974.585938
Iteration 190Q: 34 clusters Score -1.42806e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162516 members 
Mstep: Class 3 contains 253308 members 
Mstep: Class 4 contains 16669 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853327 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32984 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51186 members 
Mstep: Class 16 contains 19348 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28764 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33041 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15394 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806000.000000 Penalty: 117974.585938
Iteration 191Q: 34 clusters Score -1.42806e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162516 members 
Mstep: Class 3 contains 253307 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853328 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32969 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51185 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33058 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15393 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806032.000000 Penalty: 117974.585938
Iteration 192Q: 34 clusters Score -1.42806e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162515 members 
Mstep: Class 3 contains 253306 members 
Mstep: Class 4 contains 16664 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853331 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 23623 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 32950 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51183 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33077 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15394 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806064.000000 Penalty: 117974.585938
Iteration 193Q: 34 clusters Score -1.428061e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162515 members 
Mstep: Class 3 contains 253307 members 
Mstep: Class 4 contains 16660 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853330 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 23626 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32925 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51181 members 
Mstep: Class 16 contains 19352 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33102 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15395 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806000.000000 Penalty: 117974.585938
Iteration 194Q: 34 clusters Score -1.42806e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162513 members 
Mstep: Class 3 contains 253310 members 
Mstep: Class 4 contains 16655 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853331 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19858 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 23629 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32907 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51177 members 
Mstep: Class 16 contains 19353 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33122 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15396 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805968.000000 Penalty: 117974.585938
Iteration 195Q: 34 clusters Score -1.42806e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253318 members 
Mstep: Class 4 contains 16651 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853333 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19859 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 23630 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 32886 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19355 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97702 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33135 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15397 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805936.000000 Penalty: 117974.585938
Iteration 196Q: 34 clusters Score -1.428059e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162509 members 
Mstep: Class 3 contains 253325 members 
Mstep: Class 4 contains 16648 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853337 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19859 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 23630 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 32863 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19357 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97706 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33146 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15397 members 
Mstep: Class 32 contains 8644 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806000.000000 Penalty: 117974.585938
Iteration 197Q: 34 clusters Score -1.42806e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162509 members 
Mstep: Class 3 contains 253329 members 
Mstep: Class 4 contains 16644 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853337 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32843 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19358 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97705 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33161 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15400 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805936.000000 Penalty: 117974.585938
Iteration 198Q: 34 clusters Score -1.428059e+08 nChanged 33
Entering ConstructFrom: 
Score: -142805936.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Entering Unmasked Estep 
Score: -141085.906250 Penalty: 1873.215088
	Iteration 0F: 2 clusters Score -141085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -138520.234375 Penalty: 3746.430176
	Iteration 0F: 3 clusters Score -138520.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -138916.359375 Penalty: 3746.430176
	Iteration 1F: 3 clusters Score -138916.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -139019.015625 Penalty: 3746.430176
	Iteration 2F: 3 clusters Score -139019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139075.343750 Penalty: 3746.430176
	Iteration 3Q: 3 clusters Score -139075.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139118.656250 Penalty: 3746.430176
	Iteration 4Q: 3 clusters Score -139118.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -139143.156250 Penalty: 3746.430176
	Iteration 5Q: 3 clusters Score -139143.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -139162.625000 Penalty: 3746.430176
	Iteration 6Q: 3 clusters Score -139162.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -139177.125000 Penalty: 3746.430176
	Iteration 7Q: 3 clusters Score -139177.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -139195.062500 Penalty: 3746.430176
	Iteration 8Q: 3 clusters Score -139195.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -139211.218750 Penalty: 3746.430176
	Iteration 9Q: 3 clusters Score -139211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -139219.734375 Penalty: 3746.430176
	Iteration 10Q: 3 clusters Score -139219.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -139226.890625 Penalty: 3746.430176
	Iteration 11Q: 3 clusters Score -139226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -139230.296875 Penalty: 3746.430176
	Iteration 12Q: 3 clusters Score -139230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -139233.593750 Penalty: 3746.430176
	Iteration 13Q: 3 clusters Score -139233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139237.515625 Penalty: 3746.430176
	Iteration 14Q: 3 clusters Score -139237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -139240.156250 Penalty: 3746.430176
	Iteration 15Q: 3 clusters Score -139240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -139242.390625 Penalty: 3746.430176
	Iteration 16Q: 3 clusters Score -139242.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -139245.796875 Penalty: 3746.430176
	Iteration 17Q: 3 clusters Score -139245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -139250.312500 Penalty: 3746.430176
	Iteration 18Q: 3 clusters Score -139250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -139257.265625 Penalty: 3746.430176
	Iteration 19Q: 3 clusters Score -139257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -139262.984375 Penalty: 3746.430176
	Iteration 20F: 3 clusters Score -139263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -139269.406250 Penalty: 3746.430176
	Iteration 21Q: 3 clusters Score -139269.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -139273.578125 Penalty: 3746.430176
	Iteration 22Q: 3 clusters Score -139273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139277.609375 Penalty: 3746.430176
	Iteration 23Q: 3 clusters Score -139277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -139281.156250 Penalty: 3746.430176
	Iteration 24Q: 3 clusters Score -139281.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -139286.500000 Penalty: 3746.430176
	Iteration 25Q: 3 clusters Score -139286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139291.156250 Penalty: 3746.430176
	Iteration 26Q: 3 clusters Score -139291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -139297.328125 Penalty: 3746.430176
	Iteration 27Q: 3 clusters Score -139297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139302.484375 Penalty: 3746.430176
	Iteration 28Q: 3 clusters Score -139302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139305.296875 Penalty: 3746.430176
	Iteration 29Q: 3 clusters Score -139305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -139306.640625 Penalty: 3746.430176
	Iteration 30Q: 3 clusters Score -139306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -139308.921875 Penalty: 3746.430176
	Iteration 31Q: 3 clusters Score -139308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -139310.906250 Penalty: 3746.430176
	Iteration 32Q: 3 clusters Score -139310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -139313.031250 Penalty: 3746.430176
	Iteration 33Q: 3 clusters Score -139313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139317.109375 Penalty: 3746.430176
	Iteration 34Q: 3 clusters Score -139317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -139320.015625 Penalty: 3746.430176
	Iteration 35Q: 3 clusters Score -139320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -139324.328125 Penalty: 3746.430176
	Iteration 36Q: 3 clusters Score -139324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139329.343750 Penalty: 3746.430176
	Iteration 37Q: 3 clusters Score -139329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139334.156250 Penalty: 3746.430176
	Iteration 38Q: 3 clusters Score -139334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139337.031250 Penalty: 3746.430176
	Iteration 39Q: 3 clusters Score -139337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139340.468750 Penalty: 3746.430176
	Iteration 40F: 3 clusters Score -139340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139343.312500 Penalty: 3746.430176
	Iteration 41Q: 3 clusters Score -139343.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139347.562500 Penalty: 3746.430176
	Iteration 42Q: 3 clusters Score -139347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139351.296875 Penalty: 3746.430176
	Iteration 43Q: 3 clusters Score -139351.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139357.265625 Penalty: 3746.430176
	Iteration 44Q: 3 clusters Score -139357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139364.734375 Penalty: 3746.430176
	Iteration 45Q: 3 clusters Score -139364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139371.875000 Penalty: 3746.430176
	Iteration 46Q: 3 clusters Score -139371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139374.281250 Penalty: 3746.430176
	Iteration 47Q: 3 clusters Score -139374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139377.343750 Penalty: 3746.430176
	Iteration 48Q: 3 clusters Score -139377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139382.093750 Penalty: 3746.430176
	Iteration 49Q: 3 clusters Score -139382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -139384.875000 Penalty: 3746.430176
	Iteration 50Q: 3 clusters Score -139384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139386.687500 Penalty: 3746.430176
	Iteration 51Q: 3 clusters Score -139386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139387.406250 Penalty: 3746.430176
	Iteration 52Q: 3 clusters Score -139387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139388.484375 Penalty: 3746.430176
	Iteration 53Q: 3 clusters Score -139388.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -139388.484375 Penalty: 3746.430176
	Iteration 54F: 3 clusters Score -139388.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162511 members 
Entering Unmasked Estep 
Score: -13236222.000000 Penalty: 2975.628174
	Iteration 0F: 2 clusters Score -1.323622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 81061 members 
Entering Unmasked Estep 
Score: -13127218.000000 Penalty: 5951.256348
	Iteration 0F: 3 clusters Score -1.312722e+07 nChanged 77973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 78682 members 
Entering Unmasked Estep 
Score: -13172512.000000 Penalty: 5951.256348
	Iteration 1F: 3 clusters Score -1.317251e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -13173405.000000 Penalty: 5951.256348
	Iteration 2Q: 3 clusters Score -1.31734e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -13174544.000000 Penalty: 5951.256348
	Iteration 3Q: 3 clusters Score -1.317454e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91242 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -13175953.000000 Penalty: 5951.256348
	Iteration 4Q: 3 clusters Score -1.317595e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -13178361.000000 Penalty: 5951.256348
	Iteration 5Q: 3 clusters Score -1.317836e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104731 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -13182906.000000 Penalty: 5951.256348
	Iteration 6F: 3 clusters Score -1.318291e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115864 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -13190728.000000 Penalty: 5951.256348
	Iteration 7F: 3 clusters Score -1.319073e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -13202499.000000 Penalty: 5951.256348
	Iteration 8F: 3 clusters Score -1.32025e+07 nChanged 13752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143521 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -13215554.000000 Penalty: 5951.256348
	Iteration 9F: 3 clusters Score -1.321555e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -13225378.000000 Penalty: 5951.256348
	Iteration 10F: 3 clusters Score -1.322538e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159103 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -13230519.000000 Penalty: 5951.256348
	Iteration 11Q: 3 clusters Score -1.323052e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161223 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13232440.000000 Penalty: 5951.256348
	Iteration 12Q: 3 clusters Score -1.323244e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161900 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13233158.000000 Penalty: 5951.256348
	Iteration 13Q: 3 clusters Score -1.323316e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13233395.000000 Penalty: 5951.256348
	Iteration 14Q: 3 clusters Score -1.32334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13233486.000000 Penalty: 5951.256348
	Iteration 15Q: 3 clusters Score -1.323349e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13233514.000000 Penalty: 5951.256348
	Iteration 16Q: 3 clusters Score -1.323351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162237 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -13233560.000000 Penalty: 5951.256348
	Iteration 17Q: 3 clusters Score -1.323356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13233572.000000 Penalty: 5951.256348
	Iteration 18Q: 3 clusters Score -1.323357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -13233619.000000 Penalty: 5951.256348
	Iteration 19Q: 3 clusters Score -1.323362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -13233645.000000 Penalty: 5951.256348
	Iteration 20F: 3 clusters Score -1.323364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13233647.000000 Penalty: 5951.256348
	Iteration 21Q: 3 clusters Score -1.323365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162268 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13233668.000000 Penalty: 5951.256348
	Iteration 22Q: 3 clusters Score -1.323367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13233674.000000 Penalty: 5951.256348
	Iteration 23Q: 3 clusters Score -1.323367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13233671.000000 Penalty: 5951.256348
	Iteration 24Q: 3 clusters Score -1.323367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162269 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13233691.000000 Penalty: 5951.256348
	Iteration 25Q: 3 clusters Score -1.323369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162272 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13233686.000000 Penalty: 5951.256348
	Iteration 26Q: 3 clusters Score -1.323369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13233697.000000 Penalty: 5951.256348
	Iteration 27Q: 3 clusters Score -1.32337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13233684.000000 Penalty: 5951.256348
	Iteration 28Q: 3 clusters Score -1.323368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13233684.000000 Penalty: 5951.256348
	Iteration 29F: 3 clusters Score -1.323368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (253328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253328 members 
Entering Unmasked Estep 
Score: -20465452.000000 Penalty: 3085.725098
	Iteration 0F: 2 clusters Score -2.046545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126510 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -20294838.000000 Penalty: 6171.450195
	Iteration 0F: 3 clusters Score -2.029484e+07 nChanged 122538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 128556 members 
Entering Unmasked Estep 
Score: -20367266.000000 Penalty: 6171.450195
	Iteration 1F: 3 clusters Score -2.036727e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 129933 members 
Entering Unmasked Estep 
Score: -20368224.000000 Penalty: 6171.450195
	Iteration 2Q: 3 clusters Score -2.036822e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -20369422.000000 Penalty: 6171.450195
	Iteration 3Q: 3 clusters Score -2.036942e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -20371148.000000 Penalty: 6171.450195
	Iteration 4Q: 3 clusters Score -2.037115e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 141084 members 
Entering Unmasked Estep 
Score: -20373320.000000 Penalty: 6171.450195
	Iteration 5Q: 3 clusters Score -2.037332e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -20377764.000000 Penalty: 6171.450195
	Iteration 6Q: 3 clusters Score -2.037776e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 161703 members 
Entering Unmasked Estep 
Score: -20385416.000000 Penalty: 6171.450195
	Iteration 7F: 3 clusters Score -2.038542e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 178455 members 
Entering Unmasked Estep 
Score: -20397866.000000 Penalty: 6171.450195
	Iteration 8F: 3 clusters Score -2.039787e+07 nChanged 20320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 198511 members 
Entering Unmasked Estep 
Score: -20414928.000000 Penalty: 6171.450195
	Iteration 9F: 3 clusters Score -2.041493e+07 nChanged 19650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 218057 members 
Entering Unmasked Estep 
Score: -20433002.000000 Penalty: 6171.450195
	Iteration 10F: 3 clusters Score -2.0433e+07 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 233081 members 
Entering Unmasked Estep 
Score: -20446778.000000 Penalty: 6171.450195
	Iteration 11F: 3 clusters Score -2.044678e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 242243 members 
Entering Unmasked Estep 
Score: -20455060.000000 Penalty: 6171.450195
	Iteration 12Q: 3 clusters Score -2.045506e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 247034 members 
Entering Unmasked Estep 
Score: -20459362.000000 Penalty: 6171.450195
	Iteration 13Q: 3 clusters Score -2.045936e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 249386 members 
Entering Unmasked Estep 
Score: -20461470.000000 Penalty: 6171.450195
	Iteration 14Q: 3 clusters Score -2.046147e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 250411 members 
Entering Unmasked Estep 
Score: -20462350.000000 Penalty: 6171.450195
	Iteration 15Q: 3 clusters Score -2.046235e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 250920 members 
Entering Unmasked Estep 
Score: -20462796.000000 Penalty: 6171.450195
	Iteration 16Q: 3 clusters Score -2.04628e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 251202 members 
Entering Unmasked Estep 
Score: -20463044.000000 Penalty: 6171.450195
	Iteration 17Q: 3 clusters Score -2.046304e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 251395 members 
Entering Unmasked Estep 
Score: -20463180.000000 Penalty: 6171.450195
	Iteration 18Q: 3 clusters Score -2.046318e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 251527 members 
Entering Unmasked Estep 
Score: -20463248.000000 Penalty: 6171.450195
	Iteration 19Q: 3 clusters Score -2.046325e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 251606 members 
Entering Unmasked Estep 
Score: -20463250.000000 Penalty: 6171.450195
	Iteration 20F: 3 clusters Score -2.046325e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 251657 members 
Entering Unmasked Estep 
Score: -20463302.000000 Penalty: 6171.450195
	Iteration 21Q: 3 clusters Score -2.04633e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 251685 members 
Entering Unmasked Estep 
Score: -20463356.000000 Penalty: 6171.450195
	Iteration 22Q: 3 clusters Score -2.046336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 251713 members 
Entering Unmasked Estep 
Score: -20463372.000000 Penalty: 6171.450195
	Iteration 23Q: 3 clusters Score -2.046337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 251760 members 
Entering Unmasked Estep 
Score: -20463408.000000 Penalty: 6171.450195
	Iteration 24Q: 3 clusters Score -2.046341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 251780 members 
Entering Unmasked Estep 
Score: -20463478.000000 Penalty: 6171.450195
	Iteration 25Q: 3 clusters Score -2.046348e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 251798 members 
Entering Unmasked Estep 
Score: -20463486.000000 Penalty: 6171.450195
	Iteration 26Q: 3 clusters Score -2.046349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 251809 members 
Entering Unmasked Estep 
Score: -20463490.000000 Penalty: 6171.450195
	Iteration 27Q: 3 clusters Score -2.046349e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 251832 members 
Entering Unmasked Estep 
Score: -20463512.000000 Penalty: 6171.450195
	Iteration 28Q: 3 clusters Score -2.046351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 251845 members 
Entering Unmasked Estep 
Score: -20463498.000000 Penalty: 6171.450195
	Iteration 29Q: 3 clusters Score -2.04635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 251851 members 
Entering Unmasked Estep 
Score: -20463530.000000 Penalty: 6171.450195
	Iteration 30Q: 3 clusters Score -2.046353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 251857 members 
Entering Unmasked Estep 
Score: -20463526.000000 Penalty: 6171.450195
	Iteration 31Q: 3 clusters Score -2.046353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 251866 members 
Entering Unmasked Estep 
Score: -20463524.000000 Penalty: 6171.450195
	Iteration 32Q: 3 clusters Score -2.046352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 251871 members 
Entering Unmasked Estep 
Score: -20463544.000000 Penalty: 6171.450195
	Iteration 33Q: 3 clusters Score -2.046354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 251881 members 
Entering Unmasked Estep 
Score: -20463546.000000 Penalty: 6171.450195
	Iteration 34Q: 3 clusters Score -2.046355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 251888 members 
Entering Unmasked Estep 
Score: -20463532.000000 Penalty: 6171.450195
	Iteration 35Q: 3 clusters Score -2.046353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 251888 members 
Entering Unmasked Estep 
Score: -20463538.000000 Penalty: 6171.450195
	Iteration 36Q: 3 clusters Score -2.046354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 251893 members 
Entering Unmasked Estep 
Score: -20463562.000000 Penalty: 6171.450195
	Iteration 37Q: 3 clusters Score -2.046356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 251896 members 
Entering Unmasked Estep 
Score: -20463560.000000 Penalty: 6171.450195
	Iteration 38Q: 3 clusters Score -2.046356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 251897 members 
Entering Unmasked Estep 
Score: -20463552.000000 Penalty: 6171.450195
	Iteration 39Q: 3 clusters Score -2.046355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 251897 members 
Entering Unmasked Estep 
Score: -20463552.000000 Penalty: 6171.450195
	Iteration 40F: 3 clusters Score -2.046355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Entering Unmasked Estep 
Score: -1280030.875000 Penalty: 2410.496582
	Iteration 0F: 2 clusters Score -1280031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1268250.250000 Penalty: 4820.993164
	Iteration 0F: 3 clusters Score -1268250 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1272191.750000 Penalty: 4820.993164
	Iteration 1F: 3 clusters Score -1272192 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1272824.000000 Penalty: 4820.993164
	Iteration 2F: 3 clusters Score -1272824 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1273457.375000 Penalty: 4820.993164
	Iteration 3F: 3 clusters Score -1273457 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1274240.500000 Penalty: 4820.993164
	Iteration 4F: 3 clusters Score -1274240 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1275066.250000 Penalty: 4820.993164
	Iteration 5F: 3 clusters Score -1275066 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1276011.125000 Penalty: 4820.993164
	Iteration 6F: 3 clusters Score -1276011 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1276981.500000 Penalty: 4820.993164
	Iteration 7F: 3 clusters Score -1276982 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1277846.250000 Penalty: 4820.993164
	Iteration 8F: 3 clusters Score -1277846 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1278579.375000 Penalty: 4820.993164
	Iteration 9Q: 3 clusters Score -1278579 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1279075.750000 Penalty: 4820.993164
	Iteration 10Q: 3 clusters Score -1279076 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1279344.875000 Penalty: 4820.993164
	Iteration 11Q: 3 clusters Score -1279345 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1279512.000000 Penalty: 4820.993164
	Iteration 12Q: 3 clusters Score -1279512 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1279586.625000 Penalty: 4820.993164
	Iteration 13Q: 3 clusters Score -1279587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1279626.250000 Penalty: 4820.993164
	Iteration 14Q: 3 clusters Score -1279626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1279644.000000 Penalty: 4820.993164
	Iteration 15Q: 3 clusters Score -1279644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1279661.375000 Penalty: 4820.993164
	Iteration 16Q: 3 clusters Score -1279661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1279670.375000 Penalty: 4820.993164
	Iteration 17Q: 3 clusters Score -1279670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1279674.500000 Penalty: 4820.993164
	Iteration 18Q: 3 clusters Score -1279674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1279676.625000 Penalty: 4820.993164
	Iteration 19Q: 3 clusters Score -1279677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1279677.875000 Penalty: 4820.993164
	Iteration 20F: 3 clusters Score -1279678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1279681.375000 Penalty: 4820.993164
	Iteration 21Q: 3 clusters Score -1279681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1279683.375000 Penalty: 4820.993164
	Iteration 22Q: 3 clusters Score -1279683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1279681.750000 Penalty: 4820.993164
	Iteration 23Q: 3 clusters Score -1279682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1279681.750000 Penalty: 4820.993164
	Iteration 24Q: 3 clusters Score -1279682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1279681.500000 Penalty: 4820.993164
	Iteration 25Q: 3 clusters Score -1279682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1279681.500000 Penalty: 4820.993164
	Iteration 26F: 3 clusters Score -1279682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -124465.195312 Penalty: 1840.155029
	Iteration 0F: 2 clusters Score -124465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -122081.429688 Penalty: 3680.310059
	Iteration 0F: 3 clusters Score -122081.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -122514.445312 Penalty: 3680.310059
	Iteration 1F: 3 clusters Score -122514.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -122662.750000 Penalty: 3680.310059
	Iteration 2F: 3 clusters Score -122662.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -122746.640625 Penalty: 3680.310059
	Iteration 3Q: 3 clusters Score -122746.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -122800.593750 Penalty: 3680.310059
	Iteration 4Q: 3 clusters Score -122800.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -122830.875000 Penalty: 3680.310059
	Iteration 5Q: 3 clusters Score -122830.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -122856.867188 Penalty: 3680.310059
	Iteration 6Q: 3 clusters Score -122856.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -122885.640625 Penalty: 3680.310059
	Iteration 7Q: 3 clusters Score -122885.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -122913.046875 Penalty: 3680.310059
	Iteration 8Q: 3 clusters Score -122913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122935.531250 Penalty: 3680.310059
	Iteration 9Q: 3 clusters Score -122935.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -122949.687500 Penalty: 3680.310059
	Iteration 10Q: 3 clusters Score -122949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -122961.968750 Penalty: 3680.310059
	Iteration 11Q: 3 clusters Score -122962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122965.117188 Penalty: 3680.310059
	Iteration 12Q: 3 clusters Score -122965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122969.242188 Penalty: 3680.310059
	Iteration 13Q: 3 clusters Score -122969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -122974.921875 Penalty: 3680.310059
	Iteration 14Q: 3 clusters Score -122974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -122980.867188 Penalty: 3680.310059
	Iteration 15Q: 3 clusters Score -122980.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -122984.234375 Penalty: 3680.310059
	Iteration 16Q: 3 clusters Score -122984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -122987.484375 Penalty: 3680.310059
	Iteration 17Q: 3 clusters Score -122987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -122993.125000 Penalty: 3680.310059
	Iteration 18Q: 3 clusters Score -122993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -122999.523438 Penalty: 3680.310059
	Iteration 19Q: 3 clusters Score -122999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -123003.117188 Penalty: 3680.310059
	Iteration 20F: 3 clusters Score -123003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123005.656250 Penalty: 3680.310059
	Iteration 21Q: 3 clusters Score -123005.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -123009.742188 Penalty: 3680.310059
	Iteration 22Q: 3 clusters Score -123009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -123012.367188 Penalty: 3680.310059
	Iteration 23Q: 3 clusters Score -123012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -123013.218750 Penalty: 3680.310059
	Iteration 24Q: 3 clusters Score -123013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -123013.765625 Penalty: 3680.310059
	Iteration 25Q: 3 clusters Score -123013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123014.851562 Penalty: 3680.310059
	Iteration 26Q: 3 clusters Score -123014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -123016.257812 Penalty: 3680.310059
	Iteration 27Q: 3 clusters Score -123016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -123018.742188 Penalty: 3680.310059
	Iteration 28Q: 3 clusters Score -123018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -123019.906250 Penalty: 3680.310059
	Iteration 29Q: 3 clusters Score -123019.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -123022.437500 Penalty: 3680.310059
	Iteration 30Q: 3 clusters Score -123022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -123022.953125 Penalty: 3680.310059
	Iteration 31Q: 3 clusters Score -123023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -123024.585938 Penalty: 3680.310059
	Iteration 32Q: 3 clusters Score -123024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -123025.507812 Penalty: 3680.310059
	Iteration 33Q: 3 clusters Score -123025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -123026.132812 Penalty: 3680.310059
	Iteration 34Q: 3 clusters Score -123026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -123028.000000 Penalty: 3680.310059
	Iteration 35Q: 3 clusters Score -123028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -123029.835938 Penalty: 3680.310059
	Iteration 36Q: 3 clusters Score -123029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -123032.171875 Penalty: 3680.310059
	Iteration 37Q: 3 clusters Score -123032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123033.734375 Penalty: 3680.310059
	Iteration 38Q: 3 clusters Score -123033.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123033.734375 Penalty: 3680.310059
	Iteration 39F: 3 clusters Score -123033.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -67284.070312 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -67284.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -65371.343750 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -65371.34 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65659.234375 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -65659.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65738.359375 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -65738.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65794.546875 Penalty: 3428.720215
	Iteration 3Q: 3 clusters Score -65794.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -65826.851562 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -65826.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65844.281250 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -65844.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65862.187500 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -65862.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65869.187500 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -65869.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65877.578125 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -65877.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -65900.562500 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -65900.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -65914.484375 Penalty: 3428.720215
	Iteration 10Q: 3 clusters Score -65914.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65917.015625 Penalty: 3428.720215
	Iteration 11Q: 3 clusters Score -65917.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65921.437500 Penalty: 3428.720215
	Iteration 12Q: 3 clusters Score -65921.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65926.296875 Penalty: 3428.720215
	Iteration 13Q: 3 clusters Score -65926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65927.140625 Penalty: 3428.720215
	Iteration 14Q: 3 clusters Score -65927.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65928.820312 Penalty: 3428.720215
	Iteration 15Q: 3 clusters Score -65928.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65929.562500 Penalty: 3428.720215
	Iteration 16Q: 3 clusters Score -65929.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65929.562500 Penalty: 3428.720215
	Iteration 17F: 3 clusters Score -65929.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (853334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853334 members 
Entering Unmasked Estep 
Score: -68869688.000000 Penalty: 3386.912598
	Iteration 0F: 2 clusters Score -6.886969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427097 members 
Mstep: Class 2 contains 426237 members 
Entering Unmasked Estep 
Score: -68300024.000000 Penalty: 6773.825195
	Iteration 0F: 3 clusters Score -6.830002e+07 nChanged 418502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441405 members 
Mstep: Class 2 contains 411929 members 
Entering Unmasked Estep 
Score: -68552648.000000 Penalty: 6773.825195
	Iteration 1F: 3 clusters Score -6.855265e+07 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450429 members 
Mstep: Class 2 contains 402905 members 
Entering Unmasked Estep 
Score: -68555488.000000 Penalty: 6773.825195
	Iteration 2Q: 3 clusters Score -6.855549e+07 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464813 members 
Mstep: Class 2 contains 388521 members 
Entering Unmasked Estep 
Score: -68559968.000000 Penalty: 6773.825195
	Iteration 3Q: 3 clusters Score -6.855997e+07 nChanged 25813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487406 members 
Mstep: Class 2 contains 365928 members 
Entering Unmasked Estep 
Score: -68568240.000000 Penalty: 6773.825195
	Iteration 4Q: 3 clusters Score -6.856824e+07 nChanged 36144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522166 members 
Mstep: Class 2 contains 331168 members 
Entering Unmasked Estep 
Score: -68584512.000000 Penalty: 6773.825195
	Iteration 5Q: 3 clusters Score -6.858451e+07 nChanged 52044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573866 members 
Mstep: Class 2 contains 279468 members 
Entering Unmasked Estep 
Score: -68615024.000000 Penalty: 6773.825195
	Iteration 6F: 3 clusters Score -6.861502e+07 nChanged 70529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644349 members 
Mstep: Class 2 contains 208985 members 
Entering Unmasked Estep 
Score: -68669848.000000 Penalty: 6773.825195
	Iteration 7F: 3 clusters Score -6.866985e+07 nChanged 80222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724567 members 
Mstep: Class 2 contains 128767 members 
Entering Unmasked Estep 
Score: -68744256.000000 Penalty: 6773.825195
	Iteration 8F: 3 clusters Score -6.874426e+07 nChanged 68707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793272 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -68810416.000000 Penalty: 6773.825195
	Iteration 9F: 3 clusters Score -6.881042e+07 nChanged 38903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832175 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -68847376.000000 Penalty: 6773.825195
	Iteration 10Q: 3 clusters Score -6.884738e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847048 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -68860800.000000 Penalty: 6773.825195
	Iteration 11Q: 3 clusters Score -6.88608e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851371 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -68864840.000000 Penalty: 6773.825195
	Iteration 12Q: 3 clusters Score -6.886484e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68866040.000000 Penalty: 6773.825195
	Iteration 13Q: 3 clusters Score -6.886604e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852862 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68866344.000000 Penalty: 6773.825195
	Iteration 14Q: 3 clusters Score -6.886634e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852944 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68866464.000000 Penalty: 6773.825195
	Iteration 15Q: 3 clusters Score -6.886646e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852980 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68866584.000000 Penalty: 6773.825195
	Iteration 16Q: 3 clusters Score -6.886658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853000 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68866600.000000 Penalty: 6773.825195
	Iteration 17Q: 3 clusters Score -6.88666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853002 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68866616.000000 Penalty: 6773.825195
	Iteration 18Q: 3 clusters Score -6.886662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853006 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68866632.000000 Penalty: 6773.825195
	Iteration 19Q: 3 clusters Score -6.886663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853012 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68866656.000000 Penalty: 6773.825195
	Iteration 20F: 3 clusters Score -6.886666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853018 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68866640.000000 Penalty: 6773.825195
	Iteration 21Q: 3 clusters Score -6.886664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853018 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68866640.000000 Penalty: 6773.825195
	Iteration 22Q: 3 clusters Score -6.886664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853020 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68866680.000000 Penalty: 6773.825195
	Iteration 23Q: 3 clusters Score -6.886668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853020 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68866680.000000 Penalty: 6773.825195
	Iteration 24F: 3 clusters Score -6.886668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -745028.687500 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -745028.7 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 4483 members 
Entering Unmasked Estep 
Score: -737987.312500 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -737987.3 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -739954.375000 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -739954.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -740211.000000 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -740211 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -740373.750000 Penalty: 4511.697266
	Iteration 3Q: 3 clusters Score -740373.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -740498.250000 Penalty: 4511.697266
	Iteration 4Q: 3 clusters Score -740498.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -740607.687500 Penalty: 4511.697266
	Iteration 5Q: 3 clusters Score -740607.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -740683.562500 Penalty: 4511.697266
	Iteration 6Q: 3 clusters Score -740683.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -740755.187500 Penalty: 4511.697266
	Iteration 7Q: 3 clusters Score -740755.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -740819.250000 Penalty: 4511.697266
	Iteration 8Q: 3 clusters Score -740819.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -740889.687500 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -740889.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -740968.187500 Penalty: 4511.697266
	Iteration 10Q: 3 clusters Score -740968.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -741052.625000 Penalty: 4511.697266
	Iteration 11Q: 3 clusters Score -741052.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -741150.625000 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -741150.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -741293.125000 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -741293.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -741469.375000 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -741469.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -741661.812500 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -741661.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -741875.312500 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -741875.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -742099.750000 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -742099.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -742328.562500 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -742328.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -742492.000000 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -742492 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -742611.625000 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -742611.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -742695.437500 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -742695.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -742777.312500 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -742777.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -742836.437500 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -742836.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -742878.687500 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -742878.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -742921.437500 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -742921.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -742946.500000 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -742946.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -742971.687500 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -742971.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -743005.500000 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -743005.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -743029.875000 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -743029.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -743040.375000 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -743040.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -743050.000000 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -743050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -743060.000000 Penalty: 4511.697266
	Iteration 32Q: 3 clusters Score -743060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -743061.750000 Penalty: 4511.697266
	Iteration 33Q: 3 clusters Score -743061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -743067.937500 Penalty: 4511.697266
	Iteration 34Q: 3 clusters Score -743067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -743070.437500 Penalty: 4511.697266
	Iteration 35Q: 3 clusters Score -743070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -743073.062500 Penalty: 4511.697266
	Iteration 36Q: 3 clusters Score -743073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -743073.062500 Penalty: 4511.697266
	Iteration 37F: 3 clusters Score -743073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Entering Unmasked Estep 
Score: -1387487.500000 Penalty: 2454.285400
	Iteration 0F: 2 clusters Score -1387488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1373694.000000 Penalty: 4908.570801
	Iteration 0F: 3 clusters Score -1373694 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1378268.375000 Penalty: 4908.570801
	Iteration 1F: 3 clusters Score -1378268 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1378652.625000 Penalty: 4908.570801
	Iteration 2F: 3 clusters Score -1378653 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1378993.750000 Penalty: 4908.570801
	Iteration 3Q: 3 clusters Score -1378994 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1379323.375000 Penalty: 4908.570801
	Iteration 4Q: 3 clusters Score -1379323 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1379730.125000 Penalty: 4908.570801
	Iteration 5Q: 3 clusters Score -1379730 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1380198.000000 Penalty: 4908.570801
	Iteration 6Q: 3 clusters Score -1380198 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1380781.250000 Penalty: 4908.570801
	Iteration 7Q: 3 clusters Score -1380781 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1381515.625000 Penalty: 4908.570801
	Iteration 8F: 3 clusters Score -1381516 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1382232.250000 Penalty: 4908.570801
	Iteration 9F: 3 clusters Score -1382232 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1382847.875000 Penalty: 4908.570801
	Iteration 10Q: 3 clusters Score -1382848 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1383363.125000 Penalty: 4908.570801
	Iteration 11Q: 3 clusters Score -1383363 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1383767.750000 Penalty: 4908.570801
	Iteration 12Q: 3 clusters Score -1383768 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1384088.125000 Penalty: 4908.570801
	Iteration 13Q: 3 clusters Score -1384088 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1384373.750000 Penalty: 4908.570801
	Iteration 14Q: 3 clusters Score -1384374 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1384674.500000 Penalty: 4908.570801
	Iteration 15Q: 3 clusters Score -1384674 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1384956.750000 Penalty: 4908.570801
	Iteration 16Q: 3 clusters Score -1384957 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1385149.375000 Penalty: 4908.570801
	Iteration 17Q: 3 clusters Score -1385149 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1385284.250000 Penalty: 4908.570801
	Iteration 18Q: 3 clusters Score -1385284 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1385396.750000 Penalty: 4908.570801
	Iteration 19Q: 3 clusters Score -1385397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1385483.500000 Penalty: 4908.570801
	Iteration 20F: 3 clusters Score -1385484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1385553.250000 Penalty: 4908.570801
	Iteration 21Q: 3 clusters Score -1385553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1385614.875000 Penalty: 4908.570801
	Iteration 22Q: 3 clusters Score -1385615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1385663.500000 Penalty: 4908.570801
	Iteration 23Q: 3 clusters Score -1385664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -1385695.750000 Penalty: 4908.570801
	Iteration 24Q: 3 clusters Score -1385696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1385725.750000 Penalty: 4908.570801
	Iteration 25Q: 3 clusters Score -1385726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1385746.375000 Penalty: 4908.570801
	Iteration 26Q: 3 clusters Score -1385746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1385757.375000 Penalty: 4908.570801
	Iteration 27Q: 3 clusters Score -1385757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1385774.500000 Penalty: 4908.570801
	Iteration 28Q: 3 clusters Score -1385774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1385779.125000 Penalty: 4908.570801
	Iteration 29Q: 3 clusters Score -1385779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -1385783.125000 Penalty: 4908.570801
	Iteration 30Q: 3 clusters Score -1385783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1385786.375000 Penalty: 4908.570801
	Iteration 31Q: 3 clusters Score -1385786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1385793.500000 Penalty: 4908.570801
	Iteration 32Q: 3 clusters Score -1385794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1385795.875000 Penalty: 4908.570801
	Iteration 33Q: 3 clusters Score -1385796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1385795.750000 Penalty: 4908.570801
	Iteration 34Q: 3 clusters Score -1385796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1385795.375000 Penalty: 4908.570801
	Iteration 35Q: 3 clusters Score -1385795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1385796.625000 Penalty: 4908.570801
	Iteration 36Q: 3 clusters Score -1385797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1385796.625000 Penalty: 4908.570801
	Iteration 37F: 3 clusters Score -1385797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Entering Unmasked Estep 
Score: -1605425.625000 Penalty: 2462.563477
	Iteration 0F: 2 clusters Score -1605426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1591001.500000 Penalty: 4925.126953
	Iteration 0F: 3 clusters Score -1591002 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1595871.500000 Penalty: 4925.126953
	Iteration 1F: 3 clusters Score -1595872 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1596391.375000 Penalty: 4925.126953
	Iteration 2F: 3 clusters Score -1596391 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1596950.375000 Penalty: 4925.126953
	Iteration 3F: 3 clusters Score -1596950 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1597570.750000 Penalty: 4925.126953
	Iteration 4F: 3 clusters Score -1597571 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1598222.500000 Penalty: 4925.126953
	Iteration 5F: 3 clusters Score -1598222 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1598852.625000 Penalty: 4925.126953
	Iteration 6F: 3 clusters Score -1598853 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1599448.375000 Penalty: 4925.126953
	Iteration 7F: 3 clusters Score -1599448 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1600082.375000 Penalty: 4925.126953
	Iteration 8Q: 3 clusters Score -1600082 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1600749.250000 Penalty: 4925.126953
	Iteration 9Q: 3 clusters Score -1600749 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1601358.250000 Penalty: 4925.126953
	Iteration 10Q: 3 clusters Score -1601358 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1601783.500000 Penalty: 4925.126953
	Iteration 11Q: 3 clusters Score -1601784 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1602060.125000 Penalty: 4925.126953
	Iteration 12Q: 3 clusters Score -1602060 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1602227.750000 Penalty: 4925.126953
	Iteration 13Q: 3 clusters Score -1602228 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1602336.875000 Penalty: 4925.126953
	Iteration 14Q: 3 clusters Score -1602337 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1602392.250000 Penalty: 4925.126953
	Iteration 15Q: 3 clusters Score -1602392 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1602445.875000 Penalty: 4925.126953
	Iteration 16Q: 3 clusters Score -1602446 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1602494.875000 Penalty: 4925.126953
	Iteration 17Q: 3 clusters Score -1602495 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1602531.625000 Penalty: 4925.126953
	Iteration 18Q: 3 clusters Score -1602532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1602565.875000 Penalty: 4925.126953
	Iteration 19Q: 3 clusters Score -1602566 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1602584.875000 Penalty: 4925.126953
	Iteration 20F: 3 clusters Score -1602585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1602613.500000 Penalty: 4925.126953
	Iteration 21Q: 3 clusters Score -1602614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1602635.125000 Penalty: 4925.126953
	Iteration 22Q: 3 clusters Score -1602635 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1602654.125000 Penalty: 4925.126953
	Iteration 23Q: 3 clusters Score -1602654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1602676.500000 Penalty: 4925.126953
	Iteration 24Q: 3 clusters Score -1602676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1602689.750000 Penalty: 4925.126953
	Iteration 25Q: 3 clusters Score -1602690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1602704.375000 Penalty: 4925.126953
	Iteration 26Q: 3 clusters Score -1602704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1602721.125000 Penalty: 4925.126953
	Iteration 27Q: 3 clusters Score -1602721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1602734.125000 Penalty: 4925.126953
	Iteration 28Q: 3 clusters Score -1602734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1602745.875000 Penalty: 4925.126953
	Iteration 29Q: 3 clusters Score -1602746 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1602766.125000 Penalty: 4925.126953
	Iteration 30Q: 3 clusters Score -1602766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1602779.125000 Penalty: 4925.126953
	Iteration 31Q: 3 clusters Score -1602779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1602795.000000 Penalty: 4925.126953
	Iteration 32Q: 3 clusters Score -1602795 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1602809.000000 Penalty: 4925.126953
	Iteration 33Q: 3 clusters Score -1602809 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1602823.250000 Penalty: 4925.126953
	Iteration 34Q: 3 clusters Score -1602823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1602838.250000 Penalty: 4925.126953
	Iteration 35Q: 3 clusters Score -1602838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1602852.875000 Penalty: 4925.126953
	Iteration 36Q: 3 clusters Score -1602853 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1602879.500000 Penalty: 4925.126953
	Iteration 37Q: 3 clusters Score -1602880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1602882.000000 Penalty: 4925.126953
	Iteration 38Q: 3 clusters Score -1602882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1602896.875000 Penalty: 4925.126953
	Iteration 39Q: 3 clusters Score -1602897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1602904.875000 Penalty: 4925.126953
	Iteration 40F: 3 clusters Score -1602905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1602918.875000 Penalty: 4925.126953
	Iteration 41Q: 3 clusters Score -1602919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1602929.875000 Penalty: 4925.126953
	Iteration 42Q: 3 clusters Score -1602930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1602935.500000 Penalty: 4925.126953
	Iteration 43Q: 3 clusters Score -1602936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1602955.125000 Penalty: 4925.126953
	Iteration 44Q: 3 clusters Score -1602955 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1602974.750000 Penalty: 4925.126953
	Iteration 45Q: 3 clusters Score -1602975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1602988.125000 Penalty: 4925.126953
	Iteration 46Q: 3 clusters Score -1602988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1603000.750000 Penalty: 4925.126953
	Iteration 47Q: 3 clusters Score -1603001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1603011.375000 Penalty: 4925.126953
	Iteration 48Q: 3 clusters Score -1603011 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1603017.875000 Penalty: 4925.126953
	Iteration 49Q: 3 clusters Score -1603018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1603028.250000 Penalty: 4925.126953
	Iteration 50Q: 3 clusters Score -1603028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1603033.750000 Penalty: 4925.126953
	Iteration 51Q: 3 clusters Score -1603034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1603044.375000 Penalty: 4925.126953
	Iteration 52Q: 3 clusters Score -1603044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1603043.625000 Penalty: 4925.126953
	Iteration 53Q: 3 clusters Score -1603044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1603049.875000 Penalty: 4925.126953
	Iteration 54Q: 3 clusters Score -1603050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1603058.750000 Penalty: 4925.126953
	Iteration 55Q: 3 clusters Score -1603059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1603069.250000 Penalty: 4925.126953
	Iteration 56Q: 3 clusters Score -1603069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1603064.000000 Penalty: 4925.126953
	Iteration 57Q: 3 clusters Score -1603064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1603066.375000 Penalty: 4925.126953
	Iteration 58Q: 3 clusters Score -1603066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1603068.000000 Penalty: 4925.126953
	Iteration 59Q: 3 clusters Score -1603068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1603070.625000 Penalty: 4925.126953
	Iteration 60F: 3 clusters Score -1603071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1603077.500000 Penalty: 4925.126953
	Iteration 61Q: 3 clusters Score -1603078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1603081.125000 Penalty: 4925.126953
	Iteration 62Q: 3 clusters Score -1603081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1603085.500000 Penalty: 4925.126953
	Iteration 63Q: 3 clusters Score -1603086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1603090.875000 Penalty: 4925.126953
	Iteration 64Q: 3 clusters Score -1603091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1603091.500000 Penalty: 4925.126953
	Iteration 65Q: 3 clusters Score -1603092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1603096.875000 Penalty: 4925.126953
	Iteration 66Q: 3 clusters Score -1603097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1603097.750000 Penalty: 4925.126953
	Iteration 67Q: 3 clusters Score -1603098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1603100.125000 Penalty: 4925.126953
	Iteration 68Q: 3 clusters Score -1603100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1603097.875000 Penalty: 4925.126953
	Iteration 69Q: 3 clusters Score -1603098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1603100.125000 Penalty: 4925.126953
	Iteration 70Q: 3 clusters Score -1603100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1603098.000000 Penalty: 4925.126953
	Iteration 71Q: 3 clusters Score -1603098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1603098.250000 Penalty: 4925.126953
	Iteration 72Q: 3 clusters Score -1603098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1603103.000000 Penalty: 4925.126953
	Iteration 73Q: 3 clusters Score -1603103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1603100.250000 Penalty: 4925.126953
	Iteration 74Q: 3 clusters Score -1603100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1603102.000000 Penalty: 4925.126953
	Iteration 75Q: 3 clusters Score -1603102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1603103.875000 Penalty: 4925.126953
	Iteration 76Q: 3 clusters Score -1603104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1603110.625000 Penalty: 4925.126953
	Iteration 77Q: 3 clusters Score -1603111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1603108.750000 Penalty: 4925.126953
	Iteration 78Q: 3 clusters Score -1603109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1603109.125000 Penalty: 4925.126953
	Iteration 79Q: 3 clusters Score -1603109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1603108.875000 Penalty: 4925.126953
	Iteration 80F: 3 clusters Score -1603109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1603107.625000 Penalty: 4925.126953
	Iteration 81Q: 3 clusters Score -1603108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1603108.750000 Penalty: 4925.126953
	Iteration 82Q: 3 clusters Score -1603109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1603108.750000 Penalty: 4925.126953
	Iteration 83F: 3 clusters Score -1603109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Entering Unmasked Estep 
Score: -1869786.125000 Penalty: 2497.437988
	Iteration 0F: 2 clusters Score -1869786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1853380.000000 Penalty: 4994.875977
	Iteration 0F: 3 clusters Score -1853380 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1859118.000000 Penalty: 4994.875977
	Iteration 1F: 3 clusters Score -1859118 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1859492.000000 Penalty: 4994.875977
	Iteration 2Q: 3 clusters Score -1859492 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1859818.000000 Penalty: 4994.875977
	Iteration 3Q: 3 clusters Score -1859818 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1860134.625000 Penalty: 4994.875977
	Iteration 4Q: 3 clusters Score -1860135 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1860462.000000 Penalty: 4994.875977
	Iteration 5Q: 3 clusters Score -1860462 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1860804.500000 Penalty: 4994.875977
	Iteration 6Q: 3 clusters Score -1860804 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1861177.125000 Penalty: 4994.875977
	Iteration 7Q: 3 clusters Score -1861177 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1861547.250000 Penalty: 4994.875977
	Iteration 8Q: 3 clusters Score -1861547 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1861982.000000 Penalty: 4994.875977
	Iteration 9Q: 3 clusters Score -1861982 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1862495.375000 Penalty: 4994.875977
	Iteration 10Q: 3 clusters Score -1862495 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1863189.000000 Penalty: 4994.875977
	Iteration 11Q: 3 clusters Score -1863189 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1864237.375000 Penalty: 4994.875977
	Iteration 12F: 3 clusters Score -1864237 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1865714.000000 Penalty: 4994.875977
	Iteration 13F: 3 clusters Score -1865714 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1867350.625000 Penalty: 4994.875977
	Iteration 14F: 3 clusters Score -1867351 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1868563.625000 Penalty: 4994.875977
	Iteration 15Q: 3 clusters Score -1868564 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1869370.625000 Penalty: 4994.875977
	Iteration 16Q: 3 clusters Score -1869371 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1869783.375000 Penalty: 4994.875977
	Iteration 17Q: 3 clusters Score -1869783 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1869897.625000 Penalty: 4994.875977
	Iteration 18Q: 3 clusters Score -1869898 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1869944.000000 Penalty: 4994.875977
	Iteration 19Q: 3 clusters Score -1869944 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1869965.250000 Penalty: 4994.875977
	Iteration 20F: 3 clusters Score -1869965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1869971.875000 Penalty: 4994.875977
	Iteration 21Q: 3 clusters Score -1869972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1869978.500000 Penalty: 4994.875977
	Iteration 22Q: 3 clusters Score -1869978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1869982.000000 Penalty: 4994.875977
	Iteration 23Q: 3 clusters Score -1869982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1869978.500000 Penalty: 4994.875977
	Iteration 24Q: 3 clusters Score -1869978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1869975.000000 Penalty: 4994.875977
	Iteration 25Q: 3 clusters Score -1869975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1869979.875000 Penalty: 4994.875977
	Iteration 26Q: 3 clusters Score -1869980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1869977.500000 Penalty: 4994.875977
	Iteration 27Q: 3 clusters Score -1869978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1869977.500000 Penalty: 4994.875977
	Iteration 28F: 3 clusters Score -1869978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253328 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853334 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 16421 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32826 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19361 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97705 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33176 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15401 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Mstep: Class 34 contains 7210 members 
Entering Unmasked Estep 
Score: -142805296.000000 Penalty: 121549.570312
Splitting cluster 11 changes total score from -142805936.000000 to -142805296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (35303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Entering Unmasked Estep 
Score: -2924798.250000 Penalty: 2596.987549
	Iteration 0F: 2 clusters Score -2924798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2900757.250000 Penalty: 5193.975098
	Iteration 0F: 3 clusters Score -2900757 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2909609.000000 Penalty: 5193.975098
	Iteration 1F: 3 clusters Score -2909609 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2910162.750000 Penalty: 5193.975098
	Iteration 2Q: 3 clusters Score -2910163 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2910755.500000 Penalty: 5193.975098
	Iteration 3Q: 3 clusters Score -2910756 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2911455.000000 Penalty: 5193.975098
	Iteration 4Q: 3 clusters Score -2911455 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2912144.000000 Penalty: 5193.975098
	Iteration 5Q: 3 clusters Score -2912144 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2912919.000000 Penalty: 5193.975098
	Iteration 6Q: 3 clusters Score -2912919 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2913796.500000 Penalty: 5193.975098
	Iteration 7Q: 3 clusters Score -2913796 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2914818.750000 Penalty: 5193.975098
	Iteration 8Q: 3 clusters Score -2914819 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2915865.500000 Penalty: 5193.975098
	Iteration 9Q: 3 clusters Score -2915866 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2916901.250000 Penalty: 5193.975098
	Iteration 10Q: 3 clusters Score -2916901 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2917760.000000 Penalty: 5193.975098
	Iteration 11Q: 3 clusters Score -2917760 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2918227.750000 Penalty: 5193.975098
	Iteration 12Q: 3 clusters Score -2918228 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2918490.000000 Penalty: 5193.975098
	Iteration 13Q: 3 clusters Score -2918490 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2918686.750000 Penalty: 5193.975098
	Iteration 14Q: 3 clusters Score -2918687 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2918849.750000 Penalty: 5193.975098
	Iteration 15Q: 3 clusters Score -2918850 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -2919022.500000 Penalty: 5193.975098
	Iteration 16Q: 3 clusters Score -2919022 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2919171.000000 Penalty: 5193.975098
	Iteration 17Q: 3 clusters Score -2919171 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -2919332.750000 Penalty: 5193.975098
	Iteration 18Q: 3 clusters Score -2919333 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2919471.000000 Penalty: 5193.975098
	Iteration 19Q: 3 clusters Score -2919471 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2919623.500000 Penalty: 5193.975098
	Iteration 20F: 3 clusters Score -2919624 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2919779.750000 Penalty: 5193.975098
	Iteration 21Q: 3 clusters Score -2919780 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -2919929.750000 Penalty: 5193.975098
	Iteration 22Q: 3 clusters Score -2919930 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2920077.000000 Penalty: 5193.975098
	Iteration 23Q: 3 clusters Score -2920077 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2920241.500000 Penalty: 5193.975098
	Iteration 24Q: 3 clusters Score -2920242 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -2920407.250000 Penalty: 5193.975098
	Iteration 25Q: 3 clusters Score -2920407 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2920581.000000 Penalty: 5193.975098
	Iteration 26Q: 3 clusters Score -2920581 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -2920752.250000 Penalty: 5193.975098
	Iteration 27Q: 3 clusters Score -2920752 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2920919.250000 Penalty: 5193.975098
	Iteration 28Q: 3 clusters Score -2920919 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -2921073.750000 Penalty: 5193.975098
	Iteration 29Q: 3 clusters Score -2921074 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -2921236.250000 Penalty: 5193.975098
	Iteration 30Q: 3 clusters Score -2921236 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -2921368.000000 Penalty: 5193.975098
	Iteration 31Q: 3 clusters Score -2921368 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -2921512.250000 Penalty: 5193.975098
	Iteration 32Q: 3 clusters Score -2921512 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -2921612.500000 Penalty: 5193.975098
	Iteration 33Q: 3 clusters Score -2921612 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -2921731.250000 Penalty: 5193.975098
	Iteration 34Q: 3 clusters Score -2921731 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -2921829.250000 Penalty: 5193.975098
	Iteration 35Q: 3 clusters Score -2921829 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -2921913.000000 Penalty: 5193.975098
	Iteration 36Q: 3 clusters Score -2921913 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -2921992.000000 Penalty: 5193.975098
	Iteration 37Q: 3 clusters Score -2921992 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2922053.250000 Penalty: 5193.975098
	Iteration 38Q: 3 clusters Score -2922053 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -2922128.000000 Penalty: 5193.975098
	Iteration 39Q: 3 clusters Score -2922128 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -2922185.750000 Penalty: 5193.975098
	Iteration 40F: 3 clusters Score -2922186 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -2922251.000000 Penalty: 5193.975098
	Iteration 41Q: 3 clusters Score -2922251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -2922293.500000 Penalty: 5193.975098
	Iteration 42Q: 3 clusters Score -2922294 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -2922346.000000 Penalty: 5193.975098
	Iteration 43Q: 3 clusters Score -2922346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -2922401.250000 Penalty: 5193.975098
	Iteration 44Q: 3 clusters Score -2922401 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -2922448.000000 Penalty: 5193.975098
	Iteration 45Q: 3 clusters Score -2922448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -2922478.250000 Penalty: 5193.975098
	Iteration 46Q: 3 clusters Score -2922478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -2922515.000000 Penalty: 5193.975098
	Iteration 47Q: 3 clusters Score -2922515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -2922534.500000 Penalty: 5193.975098
	Iteration 48Q: 3 clusters Score -2922534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -2922572.500000 Penalty: 5193.975098
	Iteration 49Q: 3 clusters Score -2922572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -2922602.000000 Penalty: 5193.975098
	Iteration 50Q: 3 clusters Score -2922602 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -2922631.250000 Penalty: 5193.975098
	Iteration 51Q: 3 clusters Score -2922631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -2922654.250000 Penalty: 5193.975098
	Iteration 52Q: 3 clusters Score -2922654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -2922667.000000 Penalty: 5193.975098
	Iteration 53Q: 3 clusters Score -2922667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -2922674.750000 Penalty: 5193.975098
	Iteration 54Q: 3 clusters Score -2922675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -2922684.500000 Penalty: 5193.975098
	Iteration 55Q: 3 clusters Score -2922684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -2922703.500000 Penalty: 5193.975098
	Iteration 56Q: 3 clusters Score -2922704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -2922714.250000 Penalty: 5193.975098
	Iteration 57Q: 3 clusters Score -2922714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -2922727.000000 Penalty: 5193.975098
	Iteration 58Q: 3 clusters Score -2922727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -2922731.750000 Penalty: 5193.975098
	Iteration 59Q: 3 clusters Score -2922732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -2922737.500000 Penalty: 5193.975098
	Iteration 60F: 3 clusters Score -2922738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -2922747.250000 Penalty: 5193.975098
	Iteration 61Q: 3 clusters Score -2922747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -2922756.000000 Penalty: 5193.975098
	Iteration 62Q: 3 clusters Score -2922756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -2922749.000000 Penalty: 5193.975098
	Iteration 63Q: 3 clusters Score -2922749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -2922756.750000 Penalty: 5193.975098
	Iteration 64Q: 3 clusters Score -2922757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -2922754.000000 Penalty: 5193.975098
	Iteration 65Q: 3 clusters Score -2922754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -2922753.500000 Penalty: 5193.975098
	Iteration 66Q: 3 clusters Score -2922754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -2922755.250000 Penalty: 5193.975098
	Iteration 67Q: 3 clusters Score -2922755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -2922757.000000 Penalty: 5193.975098
	Iteration 68Q: 3 clusters Score -2922757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -2922755.750000 Penalty: 5193.975098
	Iteration 69Q: 3 clusters Score -2922756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -2922766.250000 Penalty: 5193.975098
	Iteration 70Q: 3 clusters Score -2922766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -2922765.500000 Penalty: 5193.975098
	Iteration 71Q: 3 clusters Score -2922766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -2922769.000000 Penalty: 5193.975098
	Iteration 72Q: 3 clusters Score -2922769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -2922770.500000 Penalty: 5193.975098
	Iteration 73Q: 3 clusters Score -2922770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -2922776.000000 Penalty: 5193.975098
	Iteration 74Q: 3 clusters Score -2922776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -2922781.500000 Penalty: 5193.975098
	Iteration 75Q: 3 clusters Score -2922782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -2922776.250000 Penalty: 5193.975098
	Iteration 76Q: 3 clusters Score -2922776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -2922784.000000 Penalty: 5193.975098
	Iteration 77Q: 3 clusters Score -2922784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -2922788.250000 Penalty: 5193.975098
	Iteration 78Q: 3 clusters Score -2922788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -2922789.250000 Penalty: 5193.975098
	Iteration 79Q: 3 clusters Score -2922789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -2922791.500000 Penalty: 5193.975098
	Iteration 80F: 3 clusters Score -2922792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -2922789.000000 Penalty: 5193.975098
	Iteration 81Q: 3 clusters Score -2922789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -2922788.750000 Penalty: 5193.975098
	Iteration 82Q: 3 clusters Score -2922789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -2922788.250000 Penalty: 5193.975098
	Iteration 83Q: 3 clusters Score -2922788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -2922788.250000 Penalty: 5193.975098
	Iteration 84F: 3 clusters Score -2922788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Entering Unmasked Estep 
Score: -2695080.750000 Penalty: 2578.946045
	Iteration 0F: 2 clusters Score -2695081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2672615.250000 Penalty: 5157.892090
	Iteration 0F: 3 clusters Score -2672615 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2680654.500000 Penalty: 5157.892090
	Iteration 1F: 3 clusters Score -2680654 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2681232.000000 Penalty: 5157.892090
	Iteration 2Q: 3 clusters Score -2681232 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2681780.000000 Penalty: 5157.892090
	Iteration 3Q: 3 clusters Score -2681780 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2682329.250000 Penalty: 5157.892090
	Iteration 4Q: 3 clusters Score -2682329 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2682774.000000 Penalty: 5157.892090
	Iteration 5Q: 3 clusters Score -2682774 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2683203.250000 Penalty: 5157.892090
	Iteration 6Q: 3 clusters Score -2683203 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2683638.750000 Penalty: 5157.892090
	Iteration 7Q: 3 clusters Score -2683639 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2684057.000000 Penalty: 5157.892090
	Iteration 8Q: 3 clusters Score -2684057 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2684517.500000 Penalty: 5157.892090
	Iteration 9Q: 3 clusters Score -2684518 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2685073.000000 Penalty: 5157.892090
	Iteration 10Q: 3 clusters Score -2685073 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2685734.250000 Penalty: 5157.892090
	Iteration 11Q: 3 clusters Score -2685734 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2686526.500000 Penalty: 5157.892090
	Iteration 12Q: 3 clusters Score -2686526 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2687380.250000 Penalty: 5157.892090
	Iteration 13Q: 3 clusters Score -2687380 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2688153.250000 Penalty: 5157.892090
	Iteration 14Q: 3 clusters Score -2688153 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2688664.500000 Penalty: 5157.892090
	Iteration 15Q: 3 clusters Score -2688664 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2689031.250000 Penalty: 5157.892090
	Iteration 16Q: 3 clusters Score -2689031 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2689319.250000 Penalty: 5157.892090
	Iteration 17Q: 3 clusters Score -2689319 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2689558.000000 Penalty: 5157.892090
	Iteration 18Q: 3 clusters Score -2689558 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2689757.000000 Penalty: 5157.892090
	Iteration 19Q: 3 clusters Score -2689757 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2689963.750000 Penalty: 5157.892090
	Iteration 20F: 3 clusters Score -2689964 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -2690136.250000 Penalty: 5157.892090
	Iteration 21Q: 3 clusters Score -2690136 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2690304.250000 Penalty: 5157.892090
	Iteration 22Q: 3 clusters Score -2690304 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2690442.250000 Penalty: 5157.892090
	Iteration 23Q: 3 clusters Score -2690442 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -2690566.000000 Penalty: 5157.892090
	Iteration 24Q: 3 clusters Score -2690566 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2690668.000000 Penalty: 5157.892090
	Iteration 25Q: 3 clusters Score -2690668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2690778.000000 Penalty: 5157.892090
	Iteration 26Q: 3 clusters Score -2690778 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -2690879.250000 Penalty: 5157.892090
	Iteration 27Q: 3 clusters Score -2690879 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -2690982.500000 Penalty: 5157.892090
	Iteration 28Q: 3 clusters Score -2690982 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2691080.000000 Penalty: 5157.892090
	Iteration 29Q: 3 clusters Score -2691080 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -2691178.750000 Penalty: 5157.892090
	Iteration 30Q: 3 clusters Score -2691179 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -2691290.000000 Penalty: 5157.892090
	Iteration 31Q: 3 clusters Score -2691290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -2691383.250000 Penalty: 5157.892090
	Iteration 32Q: 3 clusters Score -2691383 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -2691467.250000 Penalty: 5157.892090
	Iteration 33Q: 3 clusters Score -2691467 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -2691574.000000 Penalty: 5157.892090
	Iteration 34Q: 3 clusters Score -2691574 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2691685.750000 Penalty: 5157.892090
	Iteration 35Q: 3 clusters Score -2691686 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -2691800.500000 Penalty: 5157.892090
	Iteration 36Q: 3 clusters Score -2691800 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -2691879.750000 Penalty: 5157.892090
	Iteration 37Q: 3 clusters Score -2691880 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -2691987.750000 Penalty: 5157.892090
	Iteration 38Q: 3 clusters Score -2691988 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -2692092.500000 Penalty: 5157.892090
	Iteration 39Q: 3 clusters Score -2692092 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -2692190.000000 Penalty: 5157.892090
	Iteration 40F: 3 clusters Score -2692190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -2692290.750000 Penalty: 5157.892090
	Iteration 41Q: 3 clusters Score -2692291 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -2692374.250000 Penalty: 5157.892090
	Iteration 42Q: 3 clusters Score -2692374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -2692454.000000 Penalty: 5157.892090
	Iteration 43Q: 3 clusters Score -2692454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -2692522.500000 Penalty: 5157.892090
	Iteration 44Q: 3 clusters Score -2692522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -2692584.750000 Penalty: 5157.892090
	Iteration 45Q: 3 clusters Score -2692585 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -2692630.250000 Penalty: 5157.892090
	Iteration 46Q: 3 clusters Score -2692630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2692671.000000 Penalty: 5157.892090
	Iteration 47Q: 3 clusters Score -2692671 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -2692697.000000 Penalty: 5157.892090
	Iteration 48Q: 3 clusters Score -2692697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -2692709.750000 Penalty: 5157.892090
	Iteration 49Q: 3 clusters Score -2692710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -2692734.500000 Penalty: 5157.892090
	Iteration 50Q: 3 clusters Score -2692734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2692741.250000 Penalty: 5157.892090
	Iteration 51Q: 3 clusters Score -2692741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -2692764.750000 Penalty: 5157.892090
	Iteration 52Q: 3 clusters Score -2692765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -2692783.000000 Penalty: 5157.892090
	Iteration 53Q: 3 clusters Score -2692783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -2692787.500000 Penalty: 5157.892090
	Iteration 54Q: 3 clusters Score -2692788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -2692798.000000 Penalty: 5157.892090
	Iteration 55Q: 3 clusters Score -2692798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -2692803.500000 Penalty: 5157.892090
	Iteration 56Q: 3 clusters Score -2692804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -2692806.250000 Penalty: 5157.892090
	Iteration 57Q: 3 clusters Score -2692806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -2692815.750000 Penalty: 5157.892090
	Iteration 58Q: 3 clusters Score -2692816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -2692828.500000 Penalty: 5157.892090
	Iteration 59Q: 3 clusters Score -2692828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -2692832.500000 Penalty: 5157.892090
	Iteration 60F: 3 clusters Score -2692832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -2692840.000000 Penalty: 5157.892090
	Iteration 61Q: 3 clusters Score -2692840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -2692849.500000 Penalty: 5157.892090
	Iteration 62Q: 3 clusters Score -2692850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -2692852.750000 Penalty: 5157.892090
	Iteration 63Q: 3 clusters Score -2692853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -2692855.000000 Penalty: 5157.892090
	Iteration 64Q: 3 clusters Score -2692855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -2692856.750000 Penalty: 5157.892090
	Iteration 65Q: 3 clusters Score -2692857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -2692855.250000 Penalty: 5157.892090
	Iteration 66Q: 3 clusters Score -2692855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -2692852.250000 Penalty: 5157.892090
	Iteration 67Q: 3 clusters Score -2692852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -2692855.750000 Penalty: 5157.892090
	Iteration 68Q: 3 clusters Score -2692856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -2692861.000000 Penalty: 5157.892090
	Iteration 69Q: 3 clusters Score -2692861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -2692862.750000 Penalty: 5157.892090
	Iteration 70Q: 3 clusters Score -2692863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -2692871.000000 Penalty: 5157.892090
	Iteration 71Q: 3 clusters Score -2692871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -2692872.000000 Penalty: 5157.892090
	Iteration 72Q: 3 clusters Score -2692872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -2692885.000000 Penalty: 5157.892090
	Iteration 73Q: 3 clusters Score -2692885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -2692894.250000 Penalty: 5157.892090
	Iteration 74Q: 3 clusters Score -2692894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -2692898.000000 Penalty: 5157.892090
	Iteration 75Q: 3 clusters Score -2692898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -2692898.500000 Penalty: 5157.892090
	Iteration 76Q: 3 clusters Score -2692898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -2692898.000000 Penalty: 5157.892090
	Iteration 77Q: 3 clusters Score -2692898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -2692898.000000 Penalty: 5157.892090
	Iteration 78F: 3 clusters Score -2692898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Entering Unmasked Estep 
Score: -2350045.000000 Penalty: 2542.100586
	Iteration 0F: 2 clusters Score -2350045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2330699.250000 Penalty: 5084.201172
	Iteration 0F: 3 clusters Score -2330699 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2337751.250000 Penalty: 5084.201172
	Iteration 1F: 3 clusters Score -2337751 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2338411.500000 Penalty: 5084.201172
	Iteration 2F: 3 clusters Score -2338412 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2339222.250000 Penalty: 5084.201172
	Iteration 3F: 3 clusters Score -2339222 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2340297.000000 Penalty: 5084.201172
	Iteration 4F: 3 clusters Score -2340297 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2341797.250000 Penalty: 5084.201172
	Iteration 5F: 3 clusters Score -2341797 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2343626.000000 Penalty: 5084.201172
	Iteration 6F: 3 clusters Score -2343626 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2345349.250000 Penalty: 5084.201172
	Iteration 7F: 3 clusters Score -2345349 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -2346541.250000 Penalty: 5084.201172
	Iteration 8Q: 3 clusters Score -2346541 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2347190.250000 Penalty: 5084.201172
	Iteration 9Q: 3 clusters Score -2347190 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -2347499.250000 Penalty: 5084.201172
	Iteration 10Q: 3 clusters Score -2347499 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -2347646.500000 Penalty: 5084.201172
	Iteration 11Q: 3 clusters Score -2347646 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2347720.000000 Penalty: 5084.201172
	Iteration 12Q: 3 clusters Score -2347720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2347762.750000 Penalty: 5084.201172
	Iteration 13Q: 3 clusters Score -2347763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -2347790.250000 Penalty: 5084.201172
	Iteration 14Q: 3 clusters Score -2347790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -2347813.000000 Penalty: 5084.201172
	Iteration 15Q: 3 clusters Score -2347813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -2347832.750000 Penalty: 5084.201172
	Iteration 16Q: 3 clusters Score -2347833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -2347845.000000 Penalty: 5084.201172
	Iteration 17Q: 3 clusters Score -2347845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -2347851.250000 Penalty: 5084.201172
	Iteration 18Q: 3 clusters Score -2347851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2347860.000000 Penalty: 5084.201172
	Iteration 19Q: 3 clusters Score -2347860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2347861.750000 Penalty: 5084.201172
	Iteration 20F: 3 clusters Score -2347862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2347863.250000 Penalty: 5084.201172
	Iteration 21Q: 3 clusters Score -2347863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2347863.250000 Penalty: 5084.201172
	Iteration 22Q: 3 clusters Score -2347863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2347863.250000 Penalty: 5084.201172
	Iteration 23F: 3 clusters Score -2347863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Entering Unmasked Estep 
Score: -4213960.000000 Penalty: 2689.070557
	Iteration 0F: 2 clusters Score -4213960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4179467.750000 Penalty: 5378.141113
	Iteration 0F: 3 clusters Score -4179468 nChanged 23705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -4192422.500000 Penalty: 5378.141113
	Iteration 1F: 3 clusters Score -4192422 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4193016.750000 Penalty: 5378.141113
	Iteration 2Q: 3 clusters Score -4193017 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -4193627.500000 Penalty: 5378.141113
	Iteration 3Q: 3 clusters Score -4193628 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4194306.500000 Penalty: 5378.141113
	Iteration 4Q: 3 clusters Score -4194306 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4195223.000000 Penalty: 5378.141113
	Iteration 5Q: 3 clusters Score -4195223 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -4196396.500000 Penalty: 5378.141113
	Iteration 6Q: 3 clusters Score -4196396 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4197860.000000 Penalty: 5378.141113
	Iteration 7F: 3 clusters Score -4197860 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4199687.000000 Penalty: 5378.141113
	Iteration 8F: 3 clusters Score -4199687 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4201886.000000 Penalty: 5378.141113
	Iteration 9F: 3 clusters Score -4201886 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4204098.500000 Penalty: 5378.141113
	Iteration 10F: 3 clusters Score -4204098 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4205616.500000 Penalty: 5378.141113
	Iteration 11Q: 3 clusters Score -4205616 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4206497.000000 Penalty: 5378.141113
	Iteration 12Q: 3 clusters Score -4206497 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4207046.000000 Penalty: 5378.141113
	Iteration 13Q: 3 clusters Score -4207046 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4207455.000000 Penalty: 5378.141113
	Iteration 14Q: 3 clusters Score -4207455 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4207818.000000 Penalty: 5378.141113
	Iteration 15Q: 3 clusters Score -4207818 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4208150.000000 Penalty: 5378.141113
	Iteration 16Q: 3 clusters Score -4208150 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4208417.000000 Penalty: 5378.141113
	Iteration 17Q: 3 clusters Score -4208417 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4208684.000000 Penalty: 5378.141113
	Iteration 18Q: 3 clusters Score -4208684 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4208919.000000 Penalty: 5378.141113
	Iteration 19Q: 3 clusters Score -4208919 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4209133.500000 Penalty: 5378.141113
	Iteration 20F: 3 clusters Score -4209134 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4209320.000000 Penalty: 5378.141113
	Iteration 21Q: 3 clusters Score -4209320 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4209516.500000 Penalty: 5378.141113
	Iteration 22Q: 3 clusters Score -4209516 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4209701.000000 Penalty: 5378.141113
	Iteration 23Q: 3 clusters Score -4209701 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4209912.000000 Penalty: 5378.141113
	Iteration 24Q: 3 clusters Score -4209912 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4210139.000000 Penalty: 5378.141113
	Iteration 25Q: 3 clusters Score -4210139 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4210336.500000 Penalty: 5378.141113
	Iteration 26Q: 3 clusters Score -4210336 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4210521.000000 Penalty: 5378.141113
	Iteration 27Q: 3 clusters Score -4210521 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4210712.000000 Penalty: 5378.141113
	Iteration 28Q: 3 clusters Score -4210712 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4210887.000000 Penalty: 5378.141113
	Iteration 29Q: 3 clusters Score -4210887 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4211080.500000 Penalty: 5378.141113
	Iteration 30Q: 3 clusters Score -4211080 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4211253.500000 Penalty: 5378.141113
	Iteration 31Q: 3 clusters Score -4211254 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4211393.000000 Penalty: 5378.141113
	Iteration 32Q: 3 clusters Score -4211393 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4211531.000000 Penalty: 5378.141113
	Iteration 33Q: 3 clusters Score -4211531 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4211612.500000 Penalty: 5378.141113
	Iteration 34Q: 3 clusters Score -4211612 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4211724.000000 Penalty: 5378.141113
	Iteration 35Q: 3 clusters Score -4211724 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4211790.500000 Penalty: 5378.141113
	Iteration 36Q: 3 clusters Score -4211790 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4211866.500000 Penalty: 5378.141113
	Iteration 37Q: 3 clusters Score -4211866 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4211934.500000 Penalty: 5378.141113
	Iteration 38Q: 3 clusters Score -4211934 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4212004.500000 Penalty: 5378.141113
	Iteration 39Q: 3 clusters Score -4212004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4212029.500000 Penalty: 5378.141113
	Iteration 40F: 3 clusters Score -4212030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4212086.500000 Penalty: 5378.141113
	Iteration 41Q: 3 clusters Score -4212086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4212109.000000 Penalty: 5378.141113
	Iteration 42Q: 3 clusters Score -4212109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4212137.500000 Penalty: 5378.141113
	Iteration 43Q: 3 clusters Score -4212138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4212154.000000 Penalty: 5378.141113
	Iteration 44Q: 3 clusters Score -4212154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4212159.500000 Penalty: 5378.141113
	Iteration 45Q: 3 clusters Score -4212160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4212166.000000 Penalty: 5378.141113
	Iteration 46Q: 3 clusters Score -4212166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4212181.000000 Penalty: 5378.141113
	Iteration 47Q: 3 clusters Score -4212181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4212183.500000 Penalty: 5378.141113
	Iteration 48Q: 3 clusters Score -4212184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4212195.000000 Penalty: 5378.141113
	Iteration 49Q: 3 clusters Score -4212195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4212189.000000 Penalty: 5378.141113
	Iteration 50Q: 3 clusters Score -4212189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4212194.000000 Penalty: 5378.141113
	Iteration 51Q: 3 clusters Score -4212194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4212199.000000 Penalty: 5378.141113
	Iteration 52Q: 3 clusters Score -4212199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4212199.500000 Penalty: 5378.141113
	Iteration 53Q: 3 clusters Score -4212200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4212210.500000 Penalty: 5378.141113
	Iteration 54Q: 3 clusters Score -4212210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4212222.000000 Penalty: 5378.141113
	Iteration 55Q: 3 clusters Score -4212222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4212228.500000 Penalty: 5378.141113
	Iteration 56Q: 3 clusters Score -4212228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4212227.500000 Penalty: 5378.141113
	Iteration 57Q: 3 clusters Score -4212228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4212229.000000 Penalty: 5378.141113
	Iteration 58Q: 3 clusters Score -4212229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4212236.000000 Penalty: 5378.141113
	Iteration 59Q: 3 clusters Score -4212236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4212242.500000 Penalty: 5378.141113
	Iteration 60F: 3 clusters Score -4212242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4212240.500000 Penalty: 5378.141113
	Iteration 61Q: 3 clusters Score -4212240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4212244.500000 Penalty: 5378.141113
	Iteration 62Q: 3 clusters Score -4212244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4212244.500000 Penalty: 5378.141113
	Iteration 63F: 3 clusters Score -4212244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -1529459.000000 Penalty: 2448.011963
	Iteration 0F: 2 clusters Score -1529459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1515691.000000 Penalty: 4896.023926
	Iteration 0F: 3 clusters Score -1515691 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1520404.875000 Penalty: 4896.023926
	Iteration 1F: 3 clusters Score -1520405 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1520870.375000 Penalty: 4896.023926
	Iteration 2F: 3 clusters Score -1520870 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1521332.750000 Penalty: 4896.023926
	Iteration 3F: 3 clusters Score -1521333 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1521822.250000 Penalty: 4896.023926
	Iteration 4Q: 3 clusters Score -1521822 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1522366.875000 Penalty: 4896.023926
	Iteration 5Q: 3 clusters Score -1522367 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1522879.250000 Penalty: 4896.023926
	Iteration 6Q: 3 clusters Score -1522879 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1523418.750000 Penalty: 4896.023926
	Iteration 7Q: 3 clusters Score -1523419 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1523900.375000 Penalty: 4896.023926
	Iteration 8Q: 3 clusters Score -1523900 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1524390.500000 Penalty: 4896.023926
	Iteration 9Q: 3 clusters Score -1524390 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1524816.750000 Penalty: 4896.023926
	Iteration 10Q: 3 clusters Score -1524817 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1525091.250000 Penalty: 4896.023926
	Iteration 11Q: 3 clusters Score -1525091 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1525300.500000 Penalty: 4896.023926
	Iteration 12Q: 3 clusters Score -1525300 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1525476.625000 Penalty: 4896.023926
	Iteration 13Q: 3 clusters Score -1525477 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1525630.000000 Penalty: 4896.023926
	Iteration 14Q: 3 clusters Score -1525630 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1525744.750000 Penalty: 4896.023926
	Iteration 15Q: 3 clusters Score -1525745 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1525831.750000 Penalty: 4896.023926
	Iteration 16Q: 3 clusters Score -1525832 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1525906.625000 Penalty: 4896.023926
	Iteration 17Q: 3 clusters Score -1525907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1525962.000000 Penalty: 4896.023926
	Iteration 18Q: 3 clusters Score -1525962 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1526002.000000 Penalty: 4896.023926
	Iteration 19Q: 3 clusters Score -1526002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1526064.000000 Penalty: 4896.023926
	Iteration 20F: 3 clusters Score -1526064 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1526115.625000 Penalty: 4896.023926
	Iteration 21Q: 3 clusters Score -1526116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1526139.625000 Penalty: 4896.023926
	Iteration 22Q: 3 clusters Score -1526140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1526181.250000 Penalty: 4896.023926
	Iteration 23Q: 3 clusters Score -1526181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1526203.000000 Penalty: 4896.023926
	Iteration 24Q: 3 clusters Score -1526203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1526239.250000 Penalty: 4896.023926
	Iteration 25Q: 3 clusters Score -1526239 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1526275.625000 Penalty: 4896.023926
	Iteration 26Q: 3 clusters Score -1526276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1526312.000000 Penalty: 4896.023926
	Iteration 27Q: 3 clusters Score -1526312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1526330.875000 Penalty: 4896.023926
	Iteration 28Q: 3 clusters Score -1526331 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1526367.750000 Penalty: 4896.023926
	Iteration 29Q: 3 clusters Score -1526368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1526388.625000 Penalty: 4896.023926
	Iteration 30Q: 3 clusters Score -1526389 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1526416.000000 Penalty: 4896.023926
	Iteration 31Q: 3 clusters Score -1526416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1526452.250000 Penalty: 4896.023926
	Iteration 32Q: 3 clusters Score -1526452 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1526489.250000 Penalty: 4896.023926
	Iteration 33Q: 3 clusters Score -1526489 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1526535.625000 Penalty: 4896.023926
	Iteration 34Q: 3 clusters Score -1526536 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1526599.000000 Penalty: 4896.023926
	Iteration 35Q: 3 clusters Score -1526599 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1526658.125000 Penalty: 4896.023926
	Iteration 36Q: 3 clusters Score -1526658 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1526741.875000 Penalty: 4896.023926
	Iteration 37Q: 3 clusters Score -1526742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1526823.125000 Penalty: 4896.023926
	Iteration 38Q: 3 clusters Score -1526823 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1526914.375000 Penalty: 4896.023926
	Iteration 39Q: 3 clusters Score -1526914 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1527020.250000 Penalty: 4896.023926
	Iteration 40F: 3 clusters Score -1527020 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1527157.375000 Penalty: 4896.023926
	Iteration 41Q: 3 clusters Score -1527157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1527283.000000 Penalty: 4896.023926
	Iteration 42Q: 3 clusters Score -1527283 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1527423.000000 Penalty: 4896.023926
	Iteration 43Q: 3 clusters Score -1527423 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1527569.625000 Penalty: 4896.023926
	Iteration 44Q: 3 clusters Score -1527570 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1527689.625000 Penalty: 4896.023926
	Iteration 45Q: 3 clusters Score -1527690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1527784.750000 Penalty: 4896.023926
	Iteration 46Q: 3 clusters Score -1527785 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1527860.625000 Penalty: 4896.023926
	Iteration 47Q: 3 clusters Score -1527861 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1527919.000000 Penalty: 4896.023926
	Iteration 48Q: 3 clusters Score -1527919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1527968.000000 Penalty: 4896.023926
	Iteration 49Q: 3 clusters Score -1527968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1528007.000000 Penalty: 4896.023926
	Iteration 50Q: 3 clusters Score -1528007 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1528044.625000 Penalty: 4896.023926
	Iteration 51Q: 3 clusters Score -1528045 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1528068.750000 Penalty: 4896.023926
	Iteration 52Q: 3 clusters Score -1528069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1528082.875000 Penalty: 4896.023926
	Iteration 53Q: 3 clusters Score -1528083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1528099.500000 Penalty: 4896.023926
	Iteration 54Q: 3 clusters Score -1528100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1528118.875000 Penalty: 4896.023926
	Iteration 55Q: 3 clusters Score -1528119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1528137.500000 Penalty: 4896.023926
	Iteration 56Q: 3 clusters Score -1528138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1528146.625000 Penalty: 4896.023926
	Iteration 57Q: 3 clusters Score -1528147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1528168.750000 Penalty: 4896.023926
	Iteration 58Q: 3 clusters Score -1528169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1528177.500000 Penalty: 4896.023926
	Iteration 59Q: 3 clusters Score -1528178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1528188.125000 Penalty: 4896.023926
	Iteration 60F: 3 clusters Score -1528188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1528210.500000 Penalty: 4896.023926
	Iteration 61Q: 3 clusters Score -1528210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1528229.875000 Penalty: 4896.023926
	Iteration 62Q: 3 clusters Score -1528230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1528255.375000 Penalty: 4896.023926
	Iteration 63Q: 3 clusters Score -1528255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1528267.625000 Penalty: 4896.023926
	Iteration 64Q: 3 clusters Score -1528268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1528283.500000 Penalty: 4896.023926
	Iteration 65Q: 3 clusters Score -1528284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1528294.125000 Penalty: 4896.023926
	Iteration 66Q: 3 clusters Score -1528294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1528295.375000 Penalty: 4896.023926
	Iteration 67Q: 3 clusters Score -1528295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1528304.750000 Penalty: 4896.023926
	Iteration 68Q: 3 clusters Score -1528305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1528307.625000 Penalty: 4896.023926
	Iteration 69Q: 3 clusters Score -1528308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1528312.375000 Penalty: 4896.023926
	Iteration 70Q: 3 clusters Score -1528312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1528311.375000 Penalty: 4896.023926
	Iteration 71Q: 3 clusters Score -1528311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1528315.750000 Penalty: 4896.023926
	Iteration 72Q: 3 clusters Score -1528316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1528318.875000 Penalty: 4896.023926
	Iteration 73Q: 3 clusters Score -1528319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1528319.000000 Penalty: 4896.023926
	Iteration 74Q: 3 clusters Score -1528319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1528319.250000 Penalty: 4896.023926
	Iteration 75Q: 3 clusters Score -1528319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1528320.375000 Penalty: 4896.023926
	Iteration 76Q: 3 clusters Score -1528320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1528320.375000 Penalty: 4896.023926
	Iteration 77F: 3 clusters Score -1528320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -299071.406250 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -299071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -295221.468750 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -295221.5 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -296065.093750 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -296065.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -296249.437500 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -296249.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -296375.125000 Penalty: 4104.081055
	Iteration 3F: 3 clusters Score -296375.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -296474.593750 Penalty: 4104.081055
	Iteration 4Q: 3 clusters Score -296474.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -296566.625000 Penalty: 4104.081055
	Iteration 5Q: 3 clusters Score -296566.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -296675.812500 Penalty: 4104.081055
	Iteration 6Q: 3 clusters Score -296675.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -296783.750000 Penalty: 4104.081055
	Iteration 7Q: 3 clusters Score -296783.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -296881.250000 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -296881.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -296974.125000 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -296974.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -297066.843750 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -297066.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -297151.250000 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -297151.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -297234.468750 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -297234.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -297305.843750 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -297305.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -297351.687500 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -297351.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -297386.500000 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -297386.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -297412.718750 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -297412.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -297441.843750 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -297441.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -297469.656250 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -297469.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -297492.343750 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -297492.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -297517.468750 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -297517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -297540.875000 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -297540.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -297567.093750 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -297567.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -297597.843750 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -297597.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -297633.062500 Penalty: 4104.081055
	Iteration 24Q: 3 clusters Score -297633.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -297665.062500 Penalty: 4104.081055
	Iteration 25Q: 3 clusters Score -297665.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -297685.656250 Penalty: 4104.081055
	Iteration 26Q: 3 clusters Score -297685.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -297696.562500 Penalty: 4104.081055
	Iteration 27Q: 3 clusters Score -297696.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -297705.406250 Penalty: 4104.081055
	Iteration 28Q: 3 clusters Score -297705.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -297714.281250 Penalty: 4104.081055
	Iteration 29Q: 3 clusters Score -297714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -297717.750000 Penalty: 4104.081055
	Iteration 30Q: 3 clusters Score -297717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -297720.375000 Penalty: 4104.081055
	Iteration 31Q: 3 clusters Score -297720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -297722.593750 Penalty: 4104.081055
	Iteration 32Q: 3 clusters Score -297722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -297723.437500 Penalty: 4104.081055
	Iteration 33Q: 3 clusters Score -297723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -297723.437500 Penalty: 4104.081055
	Iteration 34F: 3 clusters Score -297723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Entering Unmasked Estep 
Score: -3007381.000000 Penalty: 2617.699463
	Iteration 0F: 2 clusters Score -3007381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2981475.250000 Penalty: 5235.398926
	Iteration 0F: 3 clusters Score -2981475 nChanged 17418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2990849.250000 Penalty: 5235.398926
	Iteration 1F: 3 clusters Score -2990849 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2991321.750000 Penalty: 5235.398926
	Iteration 2Q: 3 clusters Score -2991322 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2991770.250000 Penalty: 5235.398926
	Iteration 3Q: 3 clusters Score -2991770 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2992218.500000 Penalty: 5235.398926
	Iteration 4Q: 3 clusters Score -2992218 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2992724.750000 Penalty: 5235.398926
	Iteration 5Q: 3 clusters Score -2992725 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2993342.500000 Penalty: 5235.398926
	Iteration 6Q: 3 clusters Score -2993342 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2994152.750000 Penalty: 5235.398926
	Iteration 7Q: 3 clusters Score -2994153 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2995139.500000 Penalty: 5235.398926
	Iteration 8F: 3 clusters Score -2995140 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2996280.000000 Penalty: 5235.398926
	Iteration 9F: 3 clusters Score -2996280 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2997485.500000 Penalty: 5235.398926
	Iteration 10F: 3 clusters Score -2997486 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2998596.250000 Penalty: 5235.398926
	Iteration 11Q: 3 clusters Score -2998596 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2999636.000000 Penalty: 5235.398926
	Iteration 12Q: 3 clusters Score -2999636 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3000516.000000 Penalty: 5235.398926
	Iteration 13Q: 3 clusters Score -3000516 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3001465.750000 Penalty: 5235.398926
	Iteration 14Q: 3 clusters Score -3001466 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3002370.750000 Penalty: 5235.398926
	Iteration 15Q: 3 clusters Score -3002371 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3003106.250000 Penalty: 5235.398926
	Iteration 16Q: 3 clusters Score -3003106 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3003579.500000 Penalty: 5235.398926
	Iteration 17Q: 3 clusters Score -3003580 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3003876.500000 Penalty: 5235.398926
	Iteration 18Q: 3 clusters Score -3003876 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3004103.000000 Penalty: 5235.398926
	Iteration 19Q: 3 clusters Score -3004103 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3004262.500000 Penalty: 5235.398926
	Iteration 20F: 3 clusters Score -3004262 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3004344.250000 Penalty: 5235.398926
	Iteration 21Q: 3 clusters Score -3004344 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3004388.250000 Penalty: 5235.398926
	Iteration 22Q: 3 clusters Score -3004388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3004438.250000 Penalty: 5235.398926
	Iteration 23Q: 3 clusters Score -3004438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -3004453.000000 Penalty: 5235.398926
	Iteration 24Q: 3 clusters Score -3004453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3004488.000000 Penalty: 5235.398926
	Iteration 25Q: 3 clusters Score -3004488 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3004506.000000 Penalty: 5235.398926
	Iteration 26Q: 3 clusters Score -3004506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3004521.750000 Penalty: 5235.398926
	Iteration 27Q: 3 clusters Score -3004522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3004518.500000 Penalty: 5235.398926
	Iteration 28Q: 3 clusters Score -3004518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3004527.750000 Penalty: 5235.398926
	Iteration 29Q: 3 clusters Score -3004528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3004528.000000 Penalty: 5235.398926
	Iteration 30Q: 3 clusters Score -3004528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3004530.000000 Penalty: 5235.398926
	Iteration 31Q: 3 clusters Score -3004530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3004526.250000 Penalty: 5235.398926
	Iteration 32Q: 3 clusters Score -3004526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3004537.750000 Penalty: 5235.398926
	Iteration 33Q: 3 clusters Score -3004538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3004545.250000 Penalty: 5235.398926
	Iteration 34Q: 3 clusters Score -3004545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3004544.500000 Penalty: 5235.398926
	Iteration 35Q: 3 clusters Score -3004544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3004549.500000 Penalty: 5235.398926
	Iteration 36Q: 3 clusters Score -3004550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3004546.750000 Penalty: 5235.398926
	Iteration 37Q: 3 clusters Score -3004547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3004550.750000 Penalty: 5235.398926
	Iteration 38Q: 3 clusters Score -3004551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3004551.500000 Penalty: 5235.398926
	Iteration 39Q: 3 clusters Score -3004552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3004551.000000 Penalty: 5235.398926
	Iteration 40F: 3 clusters Score -3004551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3004552.500000 Penalty: 5235.398926
	Iteration 41Q: 3 clusters Score -3004552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3004552.500000 Penalty: 5235.398926
	Iteration 42Q: 3 clusters Score -3004552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3004555.250000 Penalty: 5235.398926
	Iteration 43Q: 3 clusters Score -3004555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3004559.500000 Penalty: 5235.398926
	Iteration 44Q: 3 clusters Score -3004560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3004563.500000 Penalty: 5235.398926
	Iteration 45Q: 3 clusters Score -3004564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3004566.500000 Penalty: 5235.398926
	Iteration 46Q: 3 clusters Score -3004566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3004560.750000 Penalty: 5235.398926
	Iteration 47Q: 3 clusters Score -3004561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3004559.500000 Penalty: 5235.398926
	Iteration 48Q: 3 clusters Score -3004560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3004560.750000 Penalty: 5235.398926
	Iteration 49Q: 3 clusters Score -3004561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3004563.000000 Penalty: 5235.398926
	Iteration 50Q: 3 clusters Score -3004563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3004562.500000 Penalty: 5235.398926
	Iteration 51Q: 3 clusters Score -3004562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3004562.250000 Penalty: 5235.398926
	Iteration 52Q: 3 clusters Score -3004562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3004565.250000 Penalty: 5235.398926
	Iteration 53Q: 3 clusters Score -3004565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3004565.250000 Penalty: 5235.398926
	Iteration 54F: 3 clusters Score -3004565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -344975.656250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -344975.7 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 2179 members 
Entering Unmasked Estep 
Score: -340814.906250 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -340814.9 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -341766.093750 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -341766.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -341959.500000 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -341959.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -342070.750000 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -342070.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -342152.531250 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -342152.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -342230.500000 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -342230.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -342301.406250 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -342301.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -342367.812500 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -342367.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342412.687500 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -342412.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -342467.187500 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -342467.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -342509.031250 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -342509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -342550.093750 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -342550.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342583.375000 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -342583.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -342614.406250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -342614.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -342641.000000 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -342641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -342660.250000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -342660.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -342678.718750 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -342678.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -342700.312500 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -342700.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -342725.062500 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -342725.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -342749.750000 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -342749.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342765.000000 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -342765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -342776.062500 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -342776.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -342787.468750 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -342787.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -342794.406250 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -342794.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -342805.562500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -342805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -342812.000000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -342812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -342819.531250 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -342819.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -342826.500000 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -342826.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -342831.218750 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -342831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -342834.843750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -342834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -342842.718750 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -342842.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -342849.156250 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -342849.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -342856.812500 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -342856.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -342867.625000 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -342867.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -342881.187500 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -342881.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -342892.343750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -342892.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -342904.937500 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -342904.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -342918.031250 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -342918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -342928.062500 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -342928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -342934.781250 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -342934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -342943.187500 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -342943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -342952.406250 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -342952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -342961.781250 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -342961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -342966.937500 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -342966.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -342970.812500 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -342970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -342976.125000 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -342976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -342979.625000 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -342979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -342983.468750 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -342983.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -342988.750000 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -342988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -342994.656250 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -342994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -343001.281250 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -343001.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -343010.281250 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -343010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -343019.406250 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -343019.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -343027.500000 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -343027.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -343033.437500 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -343033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -343039.843750 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -343039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -343041.812500 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -343041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -343042.968750 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -343043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -343042.875000 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -343042.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -343042.875000 Penalty: 4161.685547
	Iteration 59F: 3 clusters Score -343042.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -436108.218750 Penalty: 2147.011230
	Iteration 0F: 2 clusters Score -436108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -431152.125000 Penalty: 4294.022461
	Iteration 0F: 3 clusters Score -431152.1 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -432495.156250 Penalty: 4294.022461
	Iteration 1F: 3 clusters Score -432495.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -432879.906250 Penalty: 4294.022461
	Iteration 2F: 3 clusters Score -432879.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -433331.250000 Penalty: 4294.022461
	Iteration 3F: 3 clusters Score -433331.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -433877.375000 Penalty: 4294.022461
	Iteration 4F: 3 clusters Score -433877.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -434405.156250 Penalty: 4294.022461
	Iteration 5F: 3 clusters Score -434405.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -434813.187500 Penalty: 4294.022461
	Iteration 6F: 3 clusters Score -434813.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -435083.343750 Penalty: 4294.022461
	Iteration 7Q: 3 clusters Score -435083.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -435278.031250 Penalty: 4294.022461
	Iteration 8Q: 3 clusters Score -435278 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -435398.312500 Penalty: 4294.022461
	Iteration 9Q: 3 clusters Score -435398.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -435465.125000 Penalty: 4294.022461
	Iteration 10Q: 3 clusters Score -435465.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -435500.343750 Penalty: 4294.022461
	Iteration 11Q: 3 clusters Score -435500.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -435516.625000 Penalty: 4294.022461
	Iteration 12Q: 3 clusters Score -435516.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -435523.750000 Penalty: 4294.022461
	Iteration 13Q: 3 clusters Score -435523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -435527.781250 Penalty: 4294.022461
	Iteration 14Q: 3 clusters Score -435527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -435529.312500 Penalty: 4294.022461
	Iteration 15Q: 3 clusters Score -435529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -435529.750000 Penalty: 4294.022461
	Iteration 16Q: 3 clusters Score -435529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -435531.062500 Penalty: 4294.022461
	Iteration 17Q: 3 clusters Score -435531.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -435530.812500 Penalty: 4294.022461
	Iteration 18Q: 3 clusters Score -435530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -435530.937500 Penalty: 4294.022461
	Iteration 19Q: 3 clusters Score -435530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -435530.937500 Penalty: 4294.022461
	Iteration 20F: 3 clusters Score -435530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Entering Unmasked Estep 
Score: -1572766.375000 Penalty: 2443.291992
	Iteration 0F: 2 clusters Score -1572766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1559407.875000 Penalty: 4886.583984
	Iteration 0F: 3 clusters Score -1559408 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1563740.875000 Penalty: 4886.583984
	Iteration 1F: 3 clusters Score -1563741 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1564100.375000 Penalty: 4886.583984
	Iteration 2F: 3 clusters Score -1564100 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1564380.625000 Penalty: 4886.583984
	Iteration 3Q: 3 clusters Score -1564381 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1564622.125000 Penalty: 4886.583984
	Iteration 4Q: 3 clusters Score -1564622 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1564872.250000 Penalty: 4886.583984
	Iteration 5Q: 3 clusters Score -1564872 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1565119.375000 Penalty: 4886.583984
	Iteration 6Q: 3 clusters Score -1565119 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1565424.000000 Penalty: 4886.583984
	Iteration 7Q: 3 clusters Score -1565424 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1565827.250000 Penalty: 4886.583984
	Iteration 8Q: 3 clusters Score -1565827 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1566424.000000 Penalty: 4886.583984
	Iteration 9F: 3 clusters Score -1566424 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1567246.750000 Penalty: 4886.583984
	Iteration 10F: 3 clusters Score -1567247 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1568249.125000 Penalty: 4886.583984
	Iteration 11F: 3 clusters Score -1568249 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1569189.625000 Penalty: 4886.583984
	Iteration 12F: 3 clusters Score -1569190 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1569837.500000 Penalty: 4886.583984
	Iteration 13Q: 3 clusters Score -1569838 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1570212.250000 Penalty: 4886.583984
	Iteration 14Q: 3 clusters Score -1570212 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1570409.500000 Penalty: 4886.583984
	Iteration 15Q: 3 clusters Score -1570410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1570536.125000 Penalty: 4886.583984
	Iteration 16Q: 3 clusters Score -1570536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1570617.250000 Penalty: 4886.583984
	Iteration 17Q: 3 clusters Score -1570617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1570653.750000 Penalty: 4886.583984
	Iteration 18Q: 3 clusters Score -1570654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -1570682.750000 Penalty: 4886.583984
	Iteration 19Q: 3 clusters Score -1570683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1570702.875000 Penalty: 4886.583984
	Iteration 20F: 3 clusters Score -1570703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1570709.125000 Penalty: 4886.583984
	Iteration 21Q: 3 clusters Score -1570709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1570713.000000 Penalty: 4886.583984
	Iteration 22Q: 3 clusters Score -1570713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1570715.000000 Penalty: 4886.583984
	Iteration 23Q: 3 clusters Score -1570715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1570716.375000 Penalty: 4886.583984
	Iteration 24Q: 3 clusters Score -1570716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1570717.125000 Penalty: 4886.583984
	Iteration 25Q: 3 clusters Score -1570717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1570719.750000 Penalty: 4886.583984
	Iteration 26Q: 3 clusters Score -1570720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1570719.750000 Penalty: 4886.583984
	Iteration 27F: 3 clusters Score -1570720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Entering Unmasked Estep 
Score: -8031936.000000 Penalty: 2849.447510
	Iteration 0F: 2 clusters Score -8031936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -7966537.500000 Penalty: 5698.895020
	Iteration 0F: 3 clusters Score -7966538 nChanged 46166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -7992917.500000 Penalty: 5698.895020
	Iteration 1F: 3 clusters Score -7992918 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -7993668.000000 Penalty: 5698.895020
	Iteration 2Q: 3 clusters Score -7993668 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -7994730.500000 Penalty: 5698.895020
	Iteration 3Q: 3 clusters Score -7994730 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -7996421.000000 Penalty: 5698.895020
	Iteration 4Q: 3 clusters Score -7996421 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -7998810.500000 Penalty: 5698.895020
	Iteration 5F: 3 clusters Score -7998810 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -8002769.500000 Penalty: 5698.895020
	Iteration 6F: 3 clusters Score -8002770 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -8008491.000000 Penalty: 5698.895020
	Iteration 7F: 3 clusters Score -8008491 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8015642.000000 Penalty: 5698.895020
	Iteration 8F: 3 clusters Score -8015642 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -8022065.500000 Penalty: 5698.895020
	Iteration 9F: 3 clusters Score -8022066 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -8025438.500000 Penalty: 5698.895020
	Iteration 10Q: 3 clusters Score -8025438 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -8026549.000000 Penalty: 5698.895020
	Iteration 11Q: 3 clusters Score -8026549 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -8027043.000000 Penalty: 5698.895020
	Iteration 12Q: 3 clusters Score -8027043 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -8027323.000000 Penalty: 5698.895020
	Iteration 13Q: 3 clusters Score -8027323 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8027551.500000 Penalty: 5698.895020
	Iteration 14Q: 3 clusters Score -8027552 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -8027732.500000 Penalty: 5698.895020
	Iteration 15Q: 3 clusters Score -8027732 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -8027828.500000 Penalty: 5698.895020
	Iteration 16Q: 3 clusters Score -8027828 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -8027954.500000 Penalty: 5698.895020
	Iteration 17Q: 3 clusters Score -8027954 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86971 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -8028134.500000 Penalty: 5698.895020
	Iteration 18Q: 3 clusters Score -8028134 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -8028270.000000 Penalty: 5698.895020
	Iteration 19Q: 3 clusters Score -8028270 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -8028405.500000 Penalty: 5698.895020
	Iteration 20F: 3 clusters Score -8028406 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -8028541.500000 Penalty: 5698.895020
	Iteration 21Q: 3 clusters Score -8028542 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -8028708.500000 Penalty: 5698.895020
	Iteration 22Q: 3 clusters Score -8028708 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -8028823.000000 Penalty: 5698.895020
	Iteration 23Q: 3 clusters Score -8028823 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8028957.500000 Penalty: 5698.895020
	Iteration 24Q: 3 clusters Score -8028958 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8029046.500000 Penalty: 5698.895020
	Iteration 25Q: 3 clusters Score -8029046 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -8029107.500000 Penalty: 5698.895020
	Iteration 26Q: 3 clusters Score -8029108 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8029189.000000 Penalty: 5698.895020
	Iteration 27Q: 3 clusters Score -8029189 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -8029221.000000 Penalty: 5698.895020
	Iteration 28Q: 3 clusters Score -8029221 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -8029291.500000 Penalty: 5698.895020
	Iteration 29Q: 3 clusters Score -8029292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -8029355.500000 Penalty: 5698.895020
	Iteration 30Q: 3 clusters Score -8029356 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -8029374.000000 Penalty: 5698.895020
	Iteration 31Q: 3 clusters Score -8029374 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8029459.000000 Penalty: 5698.895020
	Iteration 32Q: 3 clusters Score -8029459 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8029506.000000 Penalty: 5698.895020
	Iteration 33Q: 3 clusters Score -8029506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92782 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -8029551.000000 Penalty: 5698.895020
	Iteration 34Q: 3 clusters Score -8029551 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8029596.000000 Penalty: 5698.895020
	Iteration 35Q: 3 clusters Score -8029596 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -8029645.500000 Penalty: 5698.895020
	Iteration 36Q: 3 clusters Score -8029646 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8029665.000000 Penalty: 5698.895020
	Iteration 37Q: 3 clusters Score -8029665 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8029730.000000 Penalty: 5698.895020
	Iteration 38Q: 3 clusters Score -8029730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8029766.000000 Penalty: 5698.895020
	Iteration 39Q: 3 clusters Score -8029766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8029780.000000 Penalty: 5698.895020
	Iteration 40F: 3 clusters Score -8029780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8029858.500000 Penalty: 5698.895020
	Iteration 41Q: 3 clusters Score -8029858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8029884.500000 Penalty: 5698.895020
	Iteration 42Q: 3 clusters Score -8029884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8029917.000000 Penalty: 5698.895020
	Iteration 43Q: 3 clusters Score -8029917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8029930.500000 Penalty: 5698.895020
	Iteration 44Q: 3 clusters Score -8029930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -8029946.500000 Penalty: 5698.895020
	Iteration 45Q: 3 clusters Score -8029946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94496 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -8029953.000000 Penalty: 5698.895020
	Iteration 46Q: 3 clusters Score -8029953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8029982.000000 Penalty: 5698.895020
	Iteration 47Q: 3 clusters Score -8029982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8029998.000000 Penalty: 5698.895020
	Iteration 48Q: 3 clusters Score -8029998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8030028.000000 Penalty: 5698.895020
	Iteration 49Q: 3 clusters Score -8030028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8030034.500000 Penalty: 5698.895020
	Iteration 50Q: 3 clusters Score -8030034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8030051.500000 Penalty: 5698.895020
	Iteration 51Q: 3 clusters Score -8030052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -8030061.000000 Penalty: 5698.895020
	Iteration 52Q: 3 clusters Score -8030061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8030067.000000 Penalty: 5698.895020
	Iteration 53Q: 3 clusters Score -8030067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8030075.500000 Penalty: 5698.895020
	Iteration 54Q: 3 clusters Score -8030076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94949 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8030076.000000 Penalty: 5698.895020
	Iteration 55Q: 3 clusters Score -8030076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8030070.000000 Penalty: 5698.895020
	Iteration 56Q: 3 clusters Score -8030070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8030080.000000 Penalty: 5698.895020
	Iteration 57Q: 3 clusters Score -8030080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8030073.500000 Penalty: 5698.895020
	Iteration 58Q: 3 clusters Score -8030074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8030067.500000 Penalty: 5698.895020
	Iteration 59Q: 3 clusters Score -8030068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8030077.500000 Penalty: 5698.895020
	Iteration 60F: 3 clusters Score -8030078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8030101.000000 Penalty: 5698.895020
	Iteration 61Q: 3 clusters Score -8030101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8030082.500000 Penalty: 5698.895020
	Iteration 62Q: 3 clusters Score -8030082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8030093.000000 Penalty: 5698.895020
	Iteration 63Q: 3 clusters Score -8030093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8030086.000000 Penalty: 5698.895020
	Iteration 64Q: 3 clusters Score -8030086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8030089.000000 Penalty: 5698.895020
	Iteration 65Q: 3 clusters Score -8030089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8030097.500000 Penalty: 5698.895020
	Iteration 66Q: 3 clusters Score -8030098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8030097.500000 Penalty: 5698.895020
	Iteration 67Q: 3 clusters Score -8030098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8030111.000000 Penalty: 5698.895020
	Iteration 68Q: 3 clusters Score -8030111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8030122.000000 Penalty: 5698.895020
	Iteration 69Q: 3 clusters Score -8030122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8030117.000000 Penalty: 5698.895020
	Iteration 70Q: 3 clusters Score -8030117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8030121.000000 Penalty: 5698.895020
	Iteration 71Q: 3 clusters Score -8030121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8030127.500000 Penalty: 5698.895020
	Iteration 72Q: 3 clusters Score -8030128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8030127.500000 Penalty: 5698.895020
	Iteration 73Q: 3 clusters Score -8030128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8030131.000000 Penalty: 5698.895020
	Iteration 74Q: 3 clusters Score -8030131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8030115.000000 Penalty: 5698.895020
	Iteration 75Q: 3 clusters Score -8030115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8030114.000000 Penalty: 5698.895020
	Iteration 76Q: 3 clusters Score -8030114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8030110.500000 Penalty: 5698.895020
	Iteration 77Q: 3 clusters Score -8030110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95368 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8030119.500000 Penalty: 5698.895020
	Iteration 78Q: 3 clusters Score -8030120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8030121.500000 Penalty: 5698.895020
	Iteration 79Q: 3 clusters Score -8030122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95384 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8030131.500000 Penalty: 5698.895020
	Iteration 80F: 3 clusters Score -8030132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8030119.000000 Penalty: 5698.895020
	Iteration 81Q: 3 clusters Score -8030119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8030118.000000 Penalty: 5698.895020
	Iteration 82Q: 3 clusters Score -8030118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8030121.500000 Penalty: 5698.895020
	Iteration 83Q: 3 clusters Score -8030122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8030135.500000 Penalty: 5698.895020
	Iteration 84Q: 3 clusters Score -8030136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8030139.500000 Penalty: 5698.895020
	Iteration 85Q: 3 clusters Score -8030140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8030137.500000 Penalty: 5698.895020
	Iteration 86Q: 3 clusters Score -8030138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8030139.000000 Penalty: 5698.895020
	Iteration 87Q: 3 clusters Score -8030139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95446 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8030144.000000 Penalty: 5698.895020
	Iteration 88Q: 3 clusters Score -8030144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8030144.500000 Penalty: 5698.895020
	Iteration 89Q: 3 clusters Score -8030144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8030142.000000 Penalty: 5698.895020
	Iteration 90Q: 3 clusters Score -8030142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8030144.000000 Penalty: 5698.895020
	Iteration 91Q: 3 clusters Score -8030144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8030139.000000 Penalty: 5698.895020
	Iteration 92Q: 3 clusters Score -8030139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8030138.000000 Penalty: 5698.895020
	Iteration 93Q: 3 clusters Score -8030138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8030139.500000 Penalty: 5698.895020
	Iteration 94Q: 3 clusters Score -8030140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8030135.000000 Penalty: 5698.895020
	Iteration 95Q: 3 clusters Score -8030135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8030131.000000 Penalty: 5698.895020
	Iteration 96Q: 3 clusters Score -8030131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95483 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8030134.500000 Penalty: 5698.895020
	Iteration 97Q: 3 clusters Score -8030134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8030130.000000 Penalty: 5698.895020
	Iteration 98Q: 3 clusters Score -8030130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8030127.500000 Penalty: 5698.895020
	Iteration 99Q: 3 clusters Score -8030128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8030130.500000 Penalty: 5698.895020
	Iteration 100F: 3 clusters Score -8030130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8030144.000000 Penalty: 5698.895020
	Iteration 101Q: 3 clusters Score -8030144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8030134.500000 Penalty: 5698.895020
	Iteration 102Q: 3 clusters Score -8030134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8030134.500000 Penalty: 5698.895020
	Iteration 103Q: 3 clusters Score -8030134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95494 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8030134.500000 Penalty: 5698.895020
	Iteration 104F: 3 clusters Score -8030134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Entering Unmasked Estep 
Score: -1365650.500000 Penalty: 2419.222412
	Iteration 0F: 2 clusters Score -1365650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1353375.125000 Penalty: 4838.444824
	Iteration 0F: 3 clusters Score -1353375 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1357240.125000 Penalty: 4838.444824
	Iteration 1F: 3 clusters Score -1357240 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1357627.875000 Penalty: 4838.444824
	Iteration 2F: 3 clusters Score -1357628 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1357960.875000 Penalty: 4838.444824
	Iteration 3Q: 3 clusters Score -1357961 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1358342.625000 Penalty: 4838.444824
	Iteration 4Q: 3 clusters Score -1358343 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1358780.625000 Penalty: 4838.444824
	Iteration 5Q: 3 clusters Score -1358781 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1359266.625000 Penalty: 4838.444824
	Iteration 6Q: 3 clusters Score -1359267 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1359775.125000 Penalty: 4838.444824
	Iteration 7F: 3 clusters Score -1359775 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1360379.125000 Penalty: 4838.444824
	Iteration 8F: 3 clusters Score -1360379 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1361041.000000 Penalty: 4838.444824
	Iteration 9F: 3 clusters Score -1361041 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1361699.375000 Penalty: 4838.444824
	Iteration 10F: 3 clusters Score -1361699 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1362286.875000 Penalty: 4838.444824
	Iteration 11Q: 3 clusters Score -1362287 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1362780.375000 Penalty: 4838.444824
	Iteration 12Q: 3 clusters Score -1362780 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1363174.750000 Penalty: 4838.444824
	Iteration 13Q: 3 clusters Score -1363175 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1363453.125000 Penalty: 4838.444824
	Iteration 14Q: 3 clusters Score -1363453 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1363593.625000 Penalty: 4838.444824
	Iteration 15Q: 3 clusters Score -1363594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1363674.250000 Penalty: 4838.444824
	Iteration 16Q: 3 clusters Score -1363674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1363735.625000 Penalty: 4838.444824
	Iteration 17Q: 3 clusters Score -1363736 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1363778.375000 Penalty: 4838.444824
	Iteration 18Q: 3 clusters Score -1363778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1363819.000000 Penalty: 4838.444824
	Iteration 19Q: 3 clusters Score -1363819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1363847.625000 Penalty: 4838.444824
	Iteration 20F: 3 clusters Score -1363848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1363873.250000 Penalty: 4838.444824
	Iteration 21Q: 3 clusters Score -1363873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1363904.500000 Penalty: 4838.444824
	Iteration 22Q: 3 clusters Score -1363904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1363935.125000 Penalty: 4838.444824
	Iteration 23Q: 3 clusters Score -1363935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1363964.375000 Penalty: 4838.444824
	Iteration 24Q: 3 clusters Score -1363964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1363989.625000 Penalty: 4838.444824
	Iteration 25Q: 3 clusters Score -1363990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1364007.875000 Penalty: 4838.444824
	Iteration 26Q: 3 clusters Score -1364008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1364030.500000 Penalty: 4838.444824
	Iteration 27Q: 3 clusters Score -1364030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1364041.750000 Penalty: 4838.444824
	Iteration 28Q: 3 clusters Score -1364042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1364060.750000 Penalty: 4838.444824
	Iteration 29Q: 3 clusters Score -1364061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1364071.750000 Penalty: 4838.444824
	Iteration 30Q: 3 clusters Score -1364072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1364079.875000 Penalty: 4838.444824
	Iteration 31Q: 3 clusters Score -1364080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1364092.250000 Penalty: 4838.444824
	Iteration 32Q: 3 clusters Score -1364092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1364098.125000 Penalty: 4838.444824
	Iteration 33Q: 3 clusters Score -1364098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1364100.500000 Penalty: 4838.444824
	Iteration 34Q: 3 clusters Score -1364100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1364104.500000 Penalty: 4838.444824
	Iteration 35Q: 3 clusters Score -1364104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1364106.875000 Penalty: 4838.444824
	Iteration 36Q: 3 clusters Score -1364107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1364116.250000 Penalty: 4838.444824
	Iteration 37Q: 3 clusters Score -1364116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1364116.500000 Penalty: 4838.444824
	Iteration 38Q: 3 clusters Score -1364116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1364119.125000 Penalty: 4838.444824
	Iteration 39Q: 3 clusters Score -1364119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1364122.250000 Penalty: 4838.444824
	Iteration 40F: 3 clusters Score -1364122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1364123.000000 Penalty: 4838.444824
	Iteration 41Q: 3 clusters Score -1364123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1364126.500000 Penalty: 4838.444824
	Iteration 42Q: 3 clusters Score -1364126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1364131.875000 Penalty: 4838.444824
	Iteration 43Q: 3 clusters Score -1364132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1364135.000000 Penalty: 4838.444824
	Iteration 44Q: 3 clusters Score -1364135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1364134.125000 Penalty: 4838.444824
	Iteration 45Q: 3 clusters Score -1364134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1364137.000000 Penalty: 4838.444824
	Iteration 46Q: 3 clusters Score -1364137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1364136.250000 Penalty: 4838.444824
	Iteration 47Q: 3 clusters Score -1364136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1364136.625000 Penalty: 4838.444824
	Iteration 48Q: 3 clusters Score -1364137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1364139.500000 Penalty: 4838.444824
	Iteration 49Q: 3 clusters Score -1364140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1364135.875000 Penalty: 4838.444824
	Iteration 50Q: 3 clusters Score -1364136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1364140.250000 Penalty: 4838.444824
	Iteration 51Q: 3 clusters Score -1364140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1364139.125000 Penalty: 4838.444824
	Iteration 52Q: 3 clusters Score -1364139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1364140.750000 Penalty: 4838.444824
	Iteration 53Q: 3 clusters Score -1364141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1364142.750000 Penalty: 4838.444824
	Iteration 54Q: 3 clusters Score -1364143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1364148.000000 Penalty: 4838.444824
	Iteration 55Q: 3 clusters Score -1364148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1364150.125000 Penalty: 4838.444824
	Iteration 56Q: 3 clusters Score -1364150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1364153.000000 Penalty: 4838.444824
	Iteration 57Q: 3 clusters Score -1364153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1364160.000000 Penalty: 4838.444824
	Iteration 58Q: 3 clusters Score -1364160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1364161.375000 Penalty: 4838.444824
	Iteration 59Q: 3 clusters Score -1364161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1364160.375000 Penalty: 4838.444824
	Iteration 60F: 3 clusters Score -1364160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1364163.250000 Penalty: 4838.444824
	Iteration 61Q: 3 clusters Score -1364163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1364166.750000 Penalty: 4838.444824
	Iteration 62Q: 3 clusters Score -1364167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1364168.000000 Penalty: 4838.444824
	Iteration 63Q: 3 clusters Score -1364168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1364167.375000 Penalty: 4838.444824
	Iteration 64Q: 3 clusters Score -1364167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1364167.625000 Penalty: 4838.444824
	Iteration 65Q: 3 clusters Score -1364168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1364168.375000 Penalty: 4838.444824
	Iteration 66Q: 3 clusters Score -1364168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1364171.000000 Penalty: 4838.444824
	Iteration 67Q: 3 clusters Score -1364171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1364173.500000 Penalty: 4838.444824
	Iteration 68Q: 3 clusters Score -1364174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1364171.750000 Penalty: 4838.444824
	Iteration 69Q: 3 clusters Score -1364172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1364172.875000 Penalty: 4838.444824
	Iteration 70Q: 3 clusters Score -1364173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1364177.250000 Penalty: 4838.444824
	Iteration 71Q: 3 clusters Score -1364177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1364176.500000 Penalty: 4838.444824
	Iteration 72Q: 3 clusters Score -1364176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1364177.375000 Penalty: 4838.444824
	Iteration 73Q: 3 clusters Score -1364177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1364181.125000 Penalty: 4838.444824
	Iteration 74Q: 3 clusters Score -1364181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1364183.750000 Penalty: 4838.444824
	Iteration 75Q: 3 clusters Score -1364184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1364183.625000 Penalty: 4838.444824
	Iteration 76Q: 3 clusters Score -1364184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1364183.375000 Penalty: 4838.444824
	Iteration 77Q: 3 clusters Score -1364183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1364183.375000 Penalty: 4838.444824
	Iteration 78Q: 3 clusters Score -1364183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1364182.750000 Penalty: 4838.444824
	Iteration 79Q: 3 clusters Score -1364183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1364184.375000 Penalty: 4838.444824
	Iteration 80F: 3 clusters Score -1364184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1364187.000000 Penalty: 4838.444824
	Iteration 81Q: 3 clusters Score -1364187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1364189.625000 Penalty: 4838.444824
	Iteration 82Q: 3 clusters Score -1364190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1364190.250000 Penalty: 4838.444824
	Iteration 83Q: 3 clusters Score -1364190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1364190.250000 Penalty: 4838.444824
	Iteration 84Q: 3 clusters Score -1364190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1364190.375000 Penalty: 4838.444824
	Iteration 85Q: 3 clusters Score -1364190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1364190.250000 Penalty: 4838.444824
	Iteration 86Q: 3 clusters Score -1364190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1364192.875000 Penalty: 4838.444824
	Iteration 87Q: 3 clusters Score -1364193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1364193.125000 Penalty: 4838.444824
	Iteration 88Q: 3 clusters Score -1364193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1364190.750000 Penalty: 4838.444824
	Iteration 89Q: 3 clusters Score -1364191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1364195.625000 Penalty: 4838.444824
	Iteration 90Q: 3 clusters Score -1364196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1364196.500000 Penalty: 4838.444824
	Iteration 91Q: 3 clusters Score -1364196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1364200.375000 Penalty: 4838.444824
	Iteration 92Q: 3 clusters Score -1364200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1364200.625000 Penalty: 4838.444824
	Iteration 93Q: 3 clusters Score -1364201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1364199.750000 Penalty: 4838.444824
	Iteration 94Q: 3 clusters Score -1364200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1364201.750000 Penalty: 4838.444824
	Iteration 95Q: 3 clusters Score -1364202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1364202.500000 Penalty: 4838.444824
	Iteration 96Q: 3 clusters Score -1364202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1364201.250000 Penalty: 4838.444824
	Iteration 97Q: 3 clusters Score -1364201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1364202.625000 Penalty: 4838.444824
	Iteration 98Q: 3 clusters Score -1364203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1364203.000000 Penalty: 4838.444824
	Iteration 99Q: 3 clusters Score -1364203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1364203.000000 Penalty: 4838.444824
	Iteration 100F: 3 clusters Score -1364203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1364201.250000 Penalty: 4838.444824
	Iteration 101Q: 3 clusters Score -1364201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1364204.250000 Penalty: 4838.444824
	Iteration 102Q: 3 clusters Score -1364204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1364206.750000 Penalty: 4838.444824
	Iteration 103Q: 3 clusters Score -1364207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1364208.250000 Penalty: 4838.444824
	Iteration 104Q: 3 clusters Score -1364208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1364208.125000 Penalty: 4838.444824
	Iteration 105Q: 3 clusters Score -1364208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1364208.250000 Penalty: 4838.444824
	Iteration 106Q: 3 clusters Score -1364208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1364208.250000 Penalty: 4838.444824
	Iteration 107F: 3 clusters Score -1364208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -202011.578125 Penalty: 2006.343750
	Iteration 0F: 2 clusters Score -202011.6 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 1630 members 
Entering Unmasked Estep 
Score: -198611.046875 Penalty: 4012.687500
	Iteration 0F: 3 clusters Score -198611 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -199698.609375 Penalty: 4012.687500
	Iteration 1F: 3 clusters Score -199698.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -200126.625000 Penalty: 4012.687500
	Iteration 2F: 3 clusters Score -200126.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -200348.125000 Penalty: 4012.687500
	Iteration 3F: 3 clusters Score -200348.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -200493.890625 Penalty: 4012.687500
	Iteration 4Q: 3 clusters Score -200493.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -200625.093750 Penalty: 4012.687500
	Iteration 5Q: 3 clusters Score -200625.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -200742.500000 Penalty: 4012.687500
	Iteration 6Q: 3 clusters Score -200742.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -200853.218750 Penalty: 4012.687500
	Iteration 7Q: 3 clusters Score -200853.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -200940.484375 Penalty: 4012.687500
	Iteration 8Q: 3 clusters Score -200940.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -201033.671875 Penalty: 4012.687500
	Iteration 9Q: 3 clusters Score -201033.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -201114.046875 Penalty: 4012.687500
	Iteration 10Q: 3 clusters Score -201114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -201183.140625 Penalty: 4012.687500
	Iteration 11Q: 3 clusters Score -201183.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -201241.625000 Penalty: 4012.687500
	Iteration 12Q: 3 clusters Score -201241.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -201281.437500 Penalty: 4012.687500
	Iteration 13Q: 3 clusters Score -201281.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -201315.546875 Penalty: 4012.687500
	Iteration 14Q: 3 clusters Score -201315.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -201343.828125 Penalty: 4012.687500
	Iteration 15Q: 3 clusters Score -201343.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -201375.531250 Penalty: 4012.687500
	Iteration 16Q: 3 clusters Score -201375.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -201411.875000 Penalty: 4012.687500
	Iteration 17Q: 3 clusters Score -201411.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -201461.796875 Penalty: 4012.687500
	Iteration 18Q: 3 clusters Score -201461.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -201495.031250 Penalty: 4012.687500
	Iteration 19Q: 3 clusters Score -201495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -201514.562500 Penalty: 4012.687500
	Iteration 20F: 3 clusters Score -201514.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -201531.000000 Penalty: 4012.687500
	Iteration 21Q: 3 clusters Score -201531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -201548.093750 Penalty: 4012.687500
	Iteration 22Q: 3 clusters Score -201548.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -201567.046875 Penalty: 4012.687500
	Iteration 23Q: 3 clusters Score -201567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -201584.937500 Penalty: 4012.687500
	Iteration 24Q: 3 clusters Score -201584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -201602.500000 Penalty: 4012.687500
	Iteration 25Q: 3 clusters Score -201602.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -201614.468750 Penalty: 4012.687500
	Iteration 26Q: 3 clusters Score -201614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -201621.187500 Penalty: 4012.687500
	Iteration 27Q: 3 clusters Score -201621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -201626.250000 Penalty: 4012.687500
	Iteration 28Q: 3 clusters Score -201626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -201629.406250 Penalty: 4012.687500
	Iteration 29Q: 3 clusters Score -201629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -201634.703125 Penalty: 4012.687500
	Iteration 30Q: 3 clusters Score -201634.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -201638.031250 Penalty: 4012.687500
	Iteration 31Q: 3 clusters Score -201638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -201639.687500 Penalty: 4012.687500
	Iteration 32Q: 3 clusters Score -201639.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -201642.562500 Penalty: 4012.687500
	Iteration 33Q: 3 clusters Score -201642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -201648.218750 Penalty: 4012.687500
	Iteration 34Q: 3 clusters Score -201648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -201651.093750 Penalty: 4012.687500
	Iteration 35Q: 3 clusters Score -201651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -201653.562500 Penalty: 4012.687500
	Iteration 36Q: 3 clusters Score -201653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -201656.234375 Penalty: 4012.687500
	Iteration 37Q: 3 clusters Score -201656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -201658.750000 Penalty: 4012.687500
	Iteration 38Q: 3 clusters Score -201658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -201660.265625 Penalty: 4012.687500
	Iteration 39Q: 3 clusters Score -201660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -201661.531250 Penalty: 4012.687500
	Iteration 40F: 3 clusters Score -201661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -201662.750000 Penalty: 4012.687500
	Iteration 41Q: 3 clusters Score -201662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -201665.218750 Penalty: 4012.687500
	Iteration 42Q: 3 clusters Score -201665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -201667.171875 Penalty: 4012.687500
	Iteration 43Q: 3 clusters Score -201667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -201668.140625 Penalty: 4012.687500
	Iteration 44Q: 3 clusters Score -201668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -201669.343750 Penalty: 4012.687500
	Iteration 45Q: 3 clusters Score -201669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -201672.250000 Penalty: 4012.687500
	Iteration 46Q: 3 clusters Score -201672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -201676.281250 Penalty: 4012.687500
	Iteration 47Q: 3 clusters Score -201676.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -201678.109375 Penalty: 4012.687500
	Iteration 48Q: 3 clusters Score -201678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -201679.421875 Penalty: 4012.687500
	Iteration 49Q: 3 clusters Score -201679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -201679.875000 Penalty: 4012.687500
	Iteration 50Q: 3 clusters Score -201679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -201682.812500 Penalty: 4012.687500
	Iteration 51Q: 3 clusters Score -201682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -201684.687500 Penalty: 4012.687500
	Iteration 52Q: 3 clusters Score -201684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -201688.031250 Penalty: 4012.687500
	Iteration 53Q: 3 clusters Score -201688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -201688.609375 Penalty: 4012.687500
	Iteration 54Q: 3 clusters Score -201688.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -201689.250000 Penalty: 4012.687500
	Iteration 55Q: 3 clusters Score -201689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -201689.187500 Penalty: 4012.687500
	Iteration 56Q: 3 clusters Score -201689.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -201689.187500 Penalty: 4012.687500
	Iteration 57F: 3 clusters Score -201689.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Entering Unmasked Estep 
Score: -2235765.750000 Penalty: 2546.177490
	Iteration 0F: 2 clusters Score -2235766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2216068.250000 Penalty: 5092.354980
	Iteration 0F: 3 clusters Score -2216068 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2223059.750000 Penalty: 5092.354980
	Iteration 1F: 3 clusters Score -2223060 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2223551.750000 Penalty: 5092.354980
	Iteration 2F: 3 clusters Score -2223552 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2224016.500000 Penalty: 5092.354980
	Iteration 3Q: 3 clusters Score -2224016 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2224499.750000 Penalty: 5092.354980
	Iteration 4Q: 3 clusters Score -2224500 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2225077.500000 Penalty: 5092.354980
	Iteration 5Q: 3 clusters Score -2225078 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2225810.000000 Penalty: 5092.354980
	Iteration 6Q: 3 clusters Score -2225810 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2226700.750000 Penalty: 5092.354980
	Iteration 7F: 3 clusters Score -2226701 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2227702.750000 Penalty: 5092.354980
	Iteration 8F: 3 clusters Score -2227703 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2228872.000000 Penalty: 5092.354980
	Iteration 9F: 3 clusters Score -2228872 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2229968.250000 Penalty: 5092.354980
	Iteration 10F: 3 clusters Score -2229968 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2230888.500000 Penalty: 5092.354980
	Iteration 11Q: 3 clusters Score -2230888 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2231497.000000 Penalty: 5092.354980
	Iteration 12Q: 3 clusters Score -2231497 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2231923.500000 Penalty: 5092.354980
	Iteration 13Q: 3 clusters Score -2231924 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2232207.000000 Penalty: 5092.354980
	Iteration 14Q: 3 clusters Score -2232207 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2232406.750000 Penalty: 5092.354980
	Iteration 15Q: 3 clusters Score -2232407 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2232510.250000 Penalty: 5092.354980
	Iteration 16Q: 3 clusters Score -2232510 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2232600.250000 Penalty: 5092.354980
	Iteration 17Q: 3 clusters Score -2232600 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2232681.000000 Penalty: 5092.354980
	Iteration 18Q: 3 clusters Score -2232681 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2232753.000000 Penalty: 5092.354980
	Iteration 19Q: 3 clusters Score -2232753 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2232826.000000 Penalty: 5092.354980
	Iteration 20F: 3 clusters Score -2232826 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2232894.500000 Penalty: 5092.354980
	Iteration 21Q: 3 clusters Score -2232894 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2232969.000000 Penalty: 5092.354980
	Iteration 22Q: 3 clusters Score -2232969 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2233045.500000 Penalty: 5092.354980
	Iteration 23Q: 3 clusters Score -2233046 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2233117.250000 Penalty: 5092.354980
	Iteration 24Q: 3 clusters Score -2233117 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2233212.250000 Penalty: 5092.354980
	Iteration 25Q: 3 clusters Score -2233212 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2233288.750000 Penalty: 5092.354980
	Iteration 26Q: 3 clusters Score -2233289 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2233404.000000 Penalty: 5092.354980
	Iteration 27Q: 3 clusters Score -2233404 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2233487.000000 Penalty: 5092.354980
	Iteration 28Q: 3 clusters Score -2233487 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2233584.000000 Penalty: 5092.354980
	Iteration 29Q: 3 clusters Score -2233584 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2233652.750000 Penalty: 5092.354980
	Iteration 30Q: 3 clusters Score -2233653 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2233748.000000 Penalty: 5092.354980
	Iteration 31Q: 3 clusters Score -2233748 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2233830.000000 Penalty: 5092.354980
	Iteration 32Q: 3 clusters Score -2233830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2233929.500000 Penalty: 5092.354980
	Iteration 33Q: 3 clusters Score -2233930 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2234038.500000 Penalty: 5092.354980
	Iteration 34Q: 3 clusters Score -2234038 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2234116.750000 Penalty: 5092.354980
	Iteration 35Q: 3 clusters Score -2234117 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2234194.500000 Penalty: 5092.354980
	Iteration 36Q: 3 clusters Score -2234194 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2234280.750000 Penalty: 5092.354980
	Iteration 37Q: 3 clusters Score -2234281 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2234355.000000 Penalty: 5092.354980
	Iteration 38Q: 3 clusters Score -2234355 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2234419.500000 Penalty: 5092.354980
	Iteration 39Q: 3 clusters Score -2234420 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2234491.500000 Penalty: 5092.354980
	Iteration 40F: 3 clusters Score -2234492 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2234558.250000 Penalty: 5092.354980
	Iteration 41Q: 3 clusters Score -2234558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2234605.750000 Penalty: 5092.354980
	Iteration 42Q: 3 clusters Score -2234606 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2234650.250000 Penalty: 5092.354980
	Iteration 43Q: 3 clusters Score -2234650 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2234687.750000 Penalty: 5092.354980
	Iteration 44Q: 3 clusters Score -2234688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2234734.500000 Penalty: 5092.354980
	Iteration 45Q: 3 clusters Score -2234734 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2234775.250000 Penalty: 5092.354980
	Iteration 46Q: 3 clusters Score -2234775 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2234798.000000 Penalty: 5092.354980
	Iteration 47Q: 3 clusters Score -2234798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2234839.250000 Penalty: 5092.354980
	Iteration 48Q: 3 clusters Score -2234839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2234863.500000 Penalty: 5092.354980
	Iteration 49Q: 3 clusters Score -2234864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2234885.750000 Penalty: 5092.354980
	Iteration 50Q: 3 clusters Score -2234886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2234905.500000 Penalty: 5092.354980
	Iteration 51Q: 3 clusters Score -2234906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2234917.000000 Penalty: 5092.354980
	Iteration 52Q: 3 clusters Score -2234917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2234926.250000 Penalty: 5092.354980
	Iteration 53Q: 3 clusters Score -2234926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2234925.750000 Penalty: 5092.354980
	Iteration 54Q: 3 clusters Score -2234926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2234931.750000 Penalty: 5092.354980
	Iteration 55Q: 3 clusters Score -2234932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2234941.250000 Penalty: 5092.354980
	Iteration 56Q: 3 clusters Score -2234941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2234936.250000 Penalty: 5092.354980
	Iteration 57Q: 3 clusters Score -2234936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2234940.750000 Penalty: 5092.354980
	Iteration 58Q: 3 clusters Score -2234941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2234942.000000 Penalty: 5092.354980
	Iteration 59Q: 3 clusters Score -2234942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2234952.500000 Penalty: 5092.354980
	Iteration 60F: 3 clusters Score -2234952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2234956.750000 Penalty: 5092.354980
	Iteration 61Q: 3 clusters Score -2234957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2234962.750000 Penalty: 5092.354980
	Iteration 62Q: 3 clusters Score -2234963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2234961.000000 Penalty: 5092.354980
	Iteration 63Q: 3 clusters Score -2234961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2234962.000000 Penalty: 5092.354980
	Iteration 64Q: 3 clusters Score -2234962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2234959.750000 Penalty: 5092.354980
	Iteration 65Q: 3 clusters Score -2234960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2234974.250000 Penalty: 5092.354980
	Iteration 66Q: 3 clusters Score -2234974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2234975.250000 Penalty: 5092.354980
	Iteration 67Q: 3 clusters Score -2234975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2234979.500000 Penalty: 5092.354980
	Iteration 68Q: 3 clusters Score -2234980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2234979.750000 Penalty: 5092.354980
	Iteration 69Q: 3 clusters Score -2234980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2234981.000000 Penalty: 5092.354980
	Iteration 70Q: 3 clusters Score -2234981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2234981.750000 Penalty: 5092.354980
	Iteration 71Q: 3 clusters Score -2234982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2234984.750000 Penalty: 5092.354980
	Iteration 72Q: 3 clusters Score -2234985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2234985.500000 Penalty: 5092.354980
	Iteration 73Q: 3 clusters Score -2234986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2234982.500000 Penalty: 5092.354980
	Iteration 74Q: 3 clusters Score -2234982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2234984.000000 Penalty: 5092.354980
	Iteration 75Q: 3 clusters Score -2234984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2234988.000000 Penalty: 5092.354980
	Iteration 76Q: 3 clusters Score -2234988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2234988.750000 Penalty: 5092.354980
	Iteration 77Q: 3 clusters Score -2234989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2234990.000000 Penalty: 5092.354980
	Iteration 78Q: 3 clusters Score -2234990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2234990.250000 Penalty: 5092.354980
	Iteration 79Q: 3 clusters Score -2234990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2234989.250000 Penalty: 5092.354980
	Iteration 80F: 3 clusters Score -2234989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2234987.750000 Penalty: 5092.354980
	Iteration 81Q: 3 clusters Score -2234988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2234993.750000 Penalty: 5092.354980
	Iteration 82Q: 3 clusters Score -2234994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2234993.500000 Penalty: 5092.354980
	Iteration 83Q: 3 clusters Score -2234994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2234996.500000 Penalty: 5092.354980
	Iteration 84Q: 3 clusters Score -2234996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2234990.750000 Penalty: 5092.354980
	Iteration 85Q: 3 clusters Score -2234991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2234990.000000 Penalty: 5092.354980
	Iteration 86Q: 3 clusters Score -2234990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2234993.250000 Penalty: 5092.354980
	Iteration 87Q: 3 clusters Score -2234993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2234995.250000 Penalty: 5092.354980
	Iteration 88Q: 3 clusters Score -2234995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2234995.750000 Penalty: 5092.354980
	Iteration 89Q: 3 clusters Score -2234996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2234995.500000 Penalty: 5092.354980
	Iteration 90Q: 3 clusters Score -2234996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2235001.000000 Penalty: 5092.354980
	Iteration 91Q: 3 clusters Score -2235001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2235000.250000 Penalty: 5092.354980
	Iteration 92Q: 3 clusters Score -2235000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2235003.500000 Penalty: 5092.354980
	Iteration 93Q: 3 clusters Score -2235004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2235000.000000 Penalty: 5092.354980
	Iteration 94Q: 3 clusters Score -2235000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2235001.750000 Penalty: 5092.354980
	Iteration 95Q: 3 clusters Score -2235002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2235004.000000 Penalty: 5092.354980
	Iteration 96Q: 3 clusters Score -2235004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2235002.750000 Penalty: 5092.354980
	Iteration 97Q: 3 clusters Score -2235003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2235004.750000 Penalty: 5092.354980
	Iteration 98Q: 3 clusters Score -2235005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2235006.750000 Penalty: 5092.354980
	Iteration 99Q: 3 clusters Score -2235007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2235009.500000 Penalty: 5092.354980
	Iteration 100F: 3 clusters Score -2235010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2235006.250000 Penalty: 5092.354980
	Iteration 101Q: 3 clusters Score -2235006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2235011.250000 Penalty: 5092.354980
	Iteration 102Q: 3 clusters Score -2235011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2235007.000000 Penalty: 5092.354980
	Iteration 103Q: 3 clusters Score -2235007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2235010.750000 Penalty: 5092.354980
	Iteration 104Q: 3 clusters Score -2235011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2235011.250000 Penalty: 5092.354980
	Iteration 105Q: 3 clusters Score -2235011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2235011.250000 Penalty: 5092.354980
	Iteration 106F: 3 clusters Score -2235011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -139004.750000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -139004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136533.359375 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -136533.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -137167.281250 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -137167.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -137367.656250 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -137367.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -137476.656250 Penalty: 3737.242432
	Iteration 3F: 3 clusters Score -137476.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -137545.203125 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -137545.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -137598.171875 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -137598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -137649.640625 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -137649.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -137681.234375 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -137681.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -137706.125000 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -137706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -137723.843750 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -137723.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -137738.390625 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -137738.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -137750.453125 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -137750.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -137757.093750 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -137757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -137764.562500 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -137764.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -137771.828125 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -137771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -137778.109375 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -137778.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -137786.093750 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -137786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -137792.515625 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -137792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -137800.406250 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -137800.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -137809.468750 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -137809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -137817.046875 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -137817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -137828.265625 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -137828.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -137837.234375 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -137837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -137839.953125 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -137840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -137843.640625 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -137843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -137844.968750 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -137845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -137845.390625 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -137845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -137845.890625 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -137845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -137847.031250 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -137847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -137849.843750 Penalty: 3737.242432
	Iteration 29Q: 3 clusters Score -137849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -137852.578125 Penalty: 3737.242432
	Iteration 30Q: 3 clusters Score -137852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -137853.578125 Penalty: 3737.242432
	Iteration 31Q: 3 clusters Score -137853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -137855.328125 Penalty: 3737.242432
	Iteration 32Q: 3 clusters Score -137855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -137856.296875 Penalty: 3737.242432
	Iteration 33Q: 3 clusters Score -137856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -137858.593750 Penalty: 3737.242432
	Iteration 34Q: 3 clusters Score -137858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -137858.593750 Penalty: 3737.242432
	Iteration 35F: 3 clusters Score -137858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Entering Unmasked Estep 
Score: -2603623.500000 Penalty: 2581.576416
	Iteration 0F: 2 clusters Score -2603624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2580955.500000 Penalty: 5163.152832
	Iteration 0F: 3 clusters Score -2580956 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2589045.000000 Penalty: 5163.152832
	Iteration 1F: 3 clusters Score -2589045 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2589569.250000 Penalty: 5163.152832
	Iteration 2Q: 3 clusters Score -2589569 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2590090.500000 Penalty: 5163.152832
	Iteration 3Q: 3 clusters Score -2590090 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2590636.250000 Penalty: 5163.152832
	Iteration 4Q: 3 clusters Score -2590636 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2591348.500000 Penalty: 5163.152832
	Iteration 5Q: 3 clusters Score -2591348 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2592195.750000 Penalty: 5163.152832
	Iteration 6Q: 3 clusters Score -2592196 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2593292.000000 Penalty: 5163.152832
	Iteration 7F: 3 clusters Score -2593292 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2594667.750000 Penalty: 5163.152832
	Iteration 8F: 3 clusters Score -2594668 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2596140.250000 Penalty: 5163.152832
	Iteration 9F: 3 clusters Score -2596140 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2597469.500000 Penalty: 5163.152832
	Iteration 10F: 3 clusters Score -2597470 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2598414.250000 Penalty: 5163.152832
	Iteration 11Q: 3 clusters Score -2598414 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2599025.500000 Penalty: 5163.152832
	Iteration 12Q: 3 clusters Score -2599026 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2599395.750000 Penalty: 5163.152832
	Iteration 13Q: 3 clusters Score -2599396 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2599655.750000 Penalty: 5163.152832
	Iteration 14Q: 3 clusters Score -2599656 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2599833.500000 Penalty: 5163.152832
	Iteration 15Q: 3 clusters Score -2599834 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2599954.250000 Penalty: 5163.152832
	Iteration 16Q: 3 clusters Score -2599954 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2600060.000000 Penalty: 5163.152832
	Iteration 17Q: 3 clusters Score -2600060 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2600154.250000 Penalty: 5163.152832
	Iteration 18Q: 3 clusters Score -2600154 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2600215.750000 Penalty: 5163.152832
	Iteration 19Q: 3 clusters Score -2600216 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2600261.750000 Penalty: 5163.152832
	Iteration 20F: 3 clusters Score -2600262 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2600286.000000 Penalty: 5163.152832
	Iteration 21Q: 3 clusters Score -2600286 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2600318.750000 Penalty: 5163.152832
	Iteration 22Q: 3 clusters Score -2600319 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2600361.250000 Penalty: 5163.152832
	Iteration 23Q: 3 clusters Score -2600361 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2600381.500000 Penalty: 5163.152832
	Iteration 24Q: 3 clusters Score -2600382 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2600396.250000 Penalty: 5163.152832
	Iteration 25Q: 3 clusters Score -2600396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2600407.750000 Penalty: 5163.152832
	Iteration 26Q: 3 clusters Score -2600408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2600431.250000 Penalty: 5163.152832
	Iteration 27Q: 3 clusters Score -2600431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2600451.000000 Penalty: 5163.152832
	Iteration 28Q: 3 clusters Score -2600451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2600471.000000 Penalty: 5163.152832
	Iteration 29Q: 3 clusters Score -2600471 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2600480.000000 Penalty: 5163.152832
	Iteration 30Q: 3 clusters Score -2600480 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2600492.500000 Penalty: 5163.152832
	Iteration 31Q: 3 clusters Score -2600492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2600502.250000 Penalty: 5163.152832
	Iteration 32Q: 3 clusters Score -2600502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2600513.000000 Penalty: 5163.152832
	Iteration 33Q: 3 clusters Score -2600513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2600526.500000 Penalty: 5163.152832
	Iteration 34Q: 3 clusters Score -2600526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2600524.250000 Penalty: 5163.152832
	Iteration 35Q: 3 clusters Score -2600524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2600537.000000 Penalty: 5163.152832
	Iteration 36Q: 3 clusters Score -2600537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2600533.500000 Penalty: 5163.152832
	Iteration 37Q: 3 clusters Score -2600534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2600538.250000 Penalty: 5163.152832
	Iteration 38Q: 3 clusters Score -2600538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2600546.750000 Penalty: 5163.152832
	Iteration 39Q: 3 clusters Score -2600547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2600550.000000 Penalty: 5163.152832
	Iteration 40F: 3 clusters Score -2600550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2600563.250000 Penalty: 5163.152832
	Iteration 41Q: 3 clusters Score -2600563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2600564.250000 Penalty: 5163.152832
	Iteration 42Q: 3 clusters Score -2600564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2600566.000000 Penalty: 5163.152832
	Iteration 43Q: 3 clusters Score -2600566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2600563.250000 Penalty: 5163.152832
	Iteration 44Q: 3 clusters Score -2600563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2600564.250000 Penalty: 5163.152832
	Iteration 45Q: 3 clusters Score -2600564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2600567.750000 Penalty: 5163.152832
	Iteration 46Q: 3 clusters Score -2600568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2600573.000000 Penalty: 5163.152832
	Iteration 47Q: 3 clusters Score -2600573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2600572.250000 Penalty: 5163.152832
	Iteration 48Q: 3 clusters Score -2600572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2600578.500000 Penalty: 5163.152832
	Iteration 49Q: 3 clusters Score -2600578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2600578.750000 Penalty: 5163.152832
	Iteration 50Q: 3 clusters Score -2600579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2600581.750000 Penalty: 5163.152832
	Iteration 51Q: 3 clusters Score -2600582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2600575.000000 Penalty: 5163.152832
	Iteration 52Q: 3 clusters Score -2600575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2600581.500000 Penalty: 5163.152832
	Iteration 53Q: 3 clusters Score -2600582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2600584.250000 Penalty: 5163.152832
	Iteration 54Q: 3 clusters Score -2600584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2600591.000000 Penalty: 5163.152832
	Iteration 55Q: 3 clusters Score -2600591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2600601.250000 Penalty: 5163.152832
	Iteration 56Q: 3 clusters Score -2600601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2600595.000000 Penalty: 5163.152832
	Iteration 57Q: 3 clusters Score -2600595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2600608.750000 Penalty: 5163.152832
	Iteration 58Q: 3 clusters Score -2600609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2600607.500000 Penalty: 5163.152832
	Iteration 59Q: 3 clusters Score -2600608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2600613.250000 Penalty: 5163.152832
	Iteration 60F: 3 clusters Score -2600613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2600615.000000 Penalty: 5163.152832
	Iteration 61Q: 3 clusters Score -2600615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2600609.500000 Penalty: 5163.152832
	Iteration 62Q: 3 clusters Score -2600610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2600608.000000 Penalty: 5163.152832
	Iteration 63Q: 3 clusters Score -2600608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2600615.250000 Penalty: 5163.152832
	Iteration 64Q: 3 clusters Score -2600615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2600614.500000 Penalty: 5163.152832
	Iteration 65Q: 3 clusters Score -2600614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2600620.500000 Penalty: 5163.152832
	Iteration 66Q: 3 clusters Score -2600620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2600615.000000 Penalty: 5163.152832
	Iteration 67Q: 3 clusters Score -2600615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2600613.000000 Penalty: 5163.152832
	Iteration 68Q: 3 clusters Score -2600613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2600618.750000 Penalty: 5163.152832
	Iteration 69Q: 3 clusters Score -2600619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2600612.250000 Penalty: 5163.152832
	Iteration 70Q: 3 clusters Score -2600612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2600613.500000 Penalty: 5163.152832
	Iteration 71Q: 3 clusters Score -2600614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2600612.500000 Penalty: 5163.152832
	Iteration 72Q: 3 clusters Score -2600612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2600614.250000 Penalty: 5163.152832
	Iteration 73Q: 3 clusters Score -2600614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2600617.500000 Penalty: 5163.152832
	Iteration 74Q: 3 clusters Score -2600618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2600616.750000 Penalty: 5163.152832
	Iteration 75Q: 3 clusters Score -2600617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2600615.500000 Penalty: 5163.152832
	Iteration 76Q: 3 clusters Score -2600616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2600614.500000 Penalty: 5163.152832
	Iteration 77Q: 3 clusters Score -2600614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2600623.000000 Penalty: 5163.152832
	Iteration 78Q: 3 clusters Score -2600623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2600625.000000 Penalty: 5163.152832
	Iteration 79Q: 3 clusters Score -2600625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2600620.500000 Penalty: 5163.152832
	Iteration 80F: 3 clusters Score -2600620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2600618.500000 Penalty: 5163.152832
	Iteration 81Q: 3 clusters Score -2600618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2600624.500000 Penalty: 5163.152832
	Iteration 82Q: 3 clusters Score -2600624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2600626.500000 Penalty: 5163.152832
	Iteration 83Q: 3 clusters Score -2600626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2600627.250000 Penalty: 5163.152832
	Iteration 84Q: 3 clusters Score -2600627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2600623.500000 Penalty: 5163.152832
	Iteration 85Q: 3 clusters Score -2600624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2600622.500000 Penalty: 5163.152832
	Iteration 86Q: 3 clusters Score -2600622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2600623.750000 Penalty: 5163.152832
	Iteration 87Q: 3 clusters Score -2600624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2600623.250000 Penalty: 5163.152832
	Iteration 88Q: 3 clusters Score -2600623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2600625.250000 Penalty: 5163.152832
	Iteration 89Q: 3 clusters Score -2600625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2600624.750000 Penalty: 5163.152832
	Iteration 90Q: 3 clusters Score -2600625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2600624.750000 Penalty: 5163.152832
	Iteration 91Q: 3 clusters Score -2600625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2600623.250000 Penalty: 5163.152832
	Iteration 92Q: 3 clusters Score -2600623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2600630.000000 Penalty: 5163.152832
	Iteration 93Q: 3 clusters Score -2600630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2600630.000000 Penalty: 5163.152832
	Iteration 94Q: 3 clusters Score -2600630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2600631.250000 Penalty: 5163.152832
	Iteration 95Q: 3 clusters Score -2600631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2600630.000000 Penalty: 5163.152832
	Iteration 96Q: 3 clusters Score -2600630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2600629.500000 Penalty: 5163.152832
	Iteration 97Q: 3 clusters Score -2600630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2600628.000000 Penalty: 5163.152832
	Iteration 98Q: 3 clusters Score -2600628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2600625.500000 Penalty: 5163.152832
	Iteration 99Q: 3 clusters Score -2600626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2600625.750000 Penalty: 5163.152832
	Iteration 100F: 3 clusters Score -2600626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2600625.250000 Penalty: 5163.152832
	Iteration 101Q: 3 clusters Score -2600625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2600627.500000 Penalty: 5163.152832
	Iteration 102Q: 3 clusters Score -2600628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2600626.750000 Penalty: 5163.152832
	Iteration 103Q: 3 clusters Score -2600627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2600624.500000 Penalty: 5163.152832
	Iteration 104Q: 3 clusters Score -2600624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2600627.250000 Penalty: 5163.152832
	Iteration 105Q: 3 clusters Score -2600627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2600626.500000 Penalty: 5163.152832
	Iteration 106Q: 3 clusters Score -2600626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2600632.000000 Penalty: 5163.152832
	Iteration 107Q: 3 clusters Score -2600632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2600630.250000 Penalty: 5163.152832
	Iteration 108Q: 3 clusters Score -2600630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2600628.000000 Penalty: 5163.152832
	Iteration 109Q: 3 clusters Score -2600628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2600634.000000 Penalty: 5163.152832
	Iteration 110Q: 3 clusters Score -2600634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2600633.250000 Penalty: 5163.152832
	Iteration 111Q: 3 clusters Score -2600633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2600630.250000 Penalty: 5163.152832
	Iteration 112Q: 3 clusters Score -2600630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2600629.750000 Penalty: 5163.152832
	Iteration 113Q: 3 clusters Score -2600630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2600631.750000 Penalty: 5163.152832
	Iteration 114Q: 3 clusters Score -2600632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2600633.500000 Penalty: 5163.152832
	Iteration 115Q: 3 clusters Score -2600634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2600632.250000 Penalty: 5163.152832
	Iteration 116Q: 3 clusters Score -2600632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2600633.500000 Penalty: 5163.152832
	Iteration 117Q: 3 clusters Score -2600634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2600633.500000 Penalty: 5163.152832
	Iteration 118Q: 3 clusters Score -2600634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2600633.500000 Penalty: 5163.152832
	Iteration 119Q: 3 clusters Score -2600634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2600631.000000 Penalty: 5163.152832
	Iteration 120F: 3 clusters Score -2600631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2600631.250000 Penalty: 5163.152832
	Iteration 121Q: 3 clusters Score -2600631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2600628.000000 Penalty: 5163.152832
	Iteration 122Q: 3 clusters Score -2600628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2600628.750000 Penalty: 5163.152832
	Iteration 123Q: 3 clusters Score -2600629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2600627.000000 Penalty: 5163.152832
	Iteration 124Q: 3 clusters Score -2600627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2600628.750000 Penalty: 5163.152832
	Iteration 125Q: 3 clusters Score -2600629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2600626.250000 Penalty: 5163.152832
	Iteration 126Q: 3 clusters Score -2600626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2600631.000000 Penalty: 5163.152832
	Iteration 127Q: 3 clusters Score -2600631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2600630.000000 Penalty: 5163.152832
	Iteration 128Q: 3 clusters Score -2600630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2600624.500000 Penalty: 5163.152832
	Iteration 129Q: 3 clusters Score -2600624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2600632.250000 Penalty: 5163.152832
	Iteration 130Q: 3 clusters Score -2600632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2600630.750000 Penalty: 5163.152832
	Iteration 131Q: 3 clusters Score -2600631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2600630.750000 Penalty: 5163.152832
	Iteration 132Q: 3 clusters Score -2600631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2600631.750000 Penalty: 5163.152832
	Iteration 133Q: 3 clusters Score -2600632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2600634.750000 Penalty: 5163.152832
	Iteration 134Q: 3 clusters Score -2600635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2600633.500000 Penalty: 5163.152832
	Iteration 135Q: 3 clusters Score -2600634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2600630.250000 Penalty: 5163.152832
	Iteration 136Q: 3 clusters Score -2600630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2600628.250000 Penalty: 5163.152832
	Iteration 137Q: 3 clusters Score -2600628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2600628.000000 Penalty: 5163.152832
	Iteration 138Q: 3 clusters Score -2600628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2600626.250000 Penalty: 5163.152832
	Iteration 139Q: 3 clusters Score -2600626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2600622.750000 Penalty: 5163.152832
	Iteration 140F: 3 clusters Score -2600623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -188279.500000 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -188279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -185392.328125 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -185392.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -185945.781250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -185945.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -186083.703125 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -186083.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -186146.250000 Penalty: 3872.726562
	Iteration 3Q: 3 clusters Score -186146.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186185.328125 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -186185.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186218.125000 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -186218.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186259.781250 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -186259.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -186305.890625 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -186305.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186371.187500 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -186371.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -186467.890625 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -186467.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -186587.968750 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -186588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -186724.875000 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -186724.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -186816.640625 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -186816.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -186887.546875 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -186887.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -186949.781250 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -186949.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -187003.859375 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -187003.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -187036.875000 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -187036.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -187065.859375 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -187065.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -187094.250000 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -187094.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -187122.671875 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -187122.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -187142.312500 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -187142.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -187153.390625 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -187153.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -187164.062500 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -187164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -187177.078125 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -187177.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -187197.296875 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -187197.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -187226.046875 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -187226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -187245.031250 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -187245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -187259.156250 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -187259.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -187268.406250 Penalty: 3872.726562
	Iteration 28Q: 3 clusters Score -187268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -187277.265625 Penalty: 3872.726562
	Iteration 29Q: 3 clusters Score -187277.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -187286.765625 Penalty: 3872.726562
	Iteration 30Q: 3 clusters Score -187286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -187292.062500 Penalty: 3872.726562
	Iteration 31Q: 3 clusters Score -187292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -187296.515625 Penalty: 3872.726562
	Iteration 32Q: 3 clusters Score -187296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -187299.984375 Penalty: 3872.726562
	Iteration 33Q: 3 clusters Score -187300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -187303.437500 Penalty: 3872.726562
	Iteration 34Q: 3 clusters Score -187303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -187307.906250 Penalty: 3872.726562
	Iteration 35Q: 3 clusters Score -187307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -187310.546875 Penalty: 3872.726562
	Iteration 36Q: 3 clusters Score -187310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -187315.203125 Penalty: 3872.726562
	Iteration 37Q: 3 clusters Score -187315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -187321.515625 Penalty: 3872.726562
	Iteration 38Q: 3 clusters Score -187321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -187326.359375 Penalty: 3872.726562
	Iteration 39Q: 3 clusters Score -187326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -187328.718750 Penalty: 3872.726562
	Iteration 40F: 3 clusters Score -187328.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -187331.734375 Penalty: 3872.726562
	Iteration 41Q: 3 clusters Score -187331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -187334.390625 Penalty: 3872.726562
	Iteration 42Q: 3 clusters Score -187334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -187334.531250 Penalty: 3872.726562
	Iteration 43Q: 3 clusters Score -187334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -187334.531250 Penalty: 3872.726562
	Iteration 44F: 3 clusters Score -187334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -266910.843750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -266910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -263354.718750 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -263354.7 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -264191.218750 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -264191.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -264393.156250 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -264393.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -264508.875000 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -264508.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -264585.500000 Penalty: 4037.451904
	Iteration 4Q: 3 clusters Score -264585.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -264655.437500 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -264655.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -264701.375000 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -264701.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -264743.156250 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -264743.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -264777.906250 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -264777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -264807.843750 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -264807.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -264833.375000 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -264833.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -264851.843750 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -264851.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -264871.906250 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -264871.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -264891.125000 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -264891.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -264906.843750 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -264906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -264923.562500 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -264923.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -264936.812500 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -264936.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -264949.031250 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -264949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -264960.687500 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -264960.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -264971.343750 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -264971.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -264983.375000 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -264983.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -264995.437500 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -264995.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -265005.312500 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -265005.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -265014.312500 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -265014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -265022.218750 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -265022.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -265031.750000 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -265031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -265042.531250 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -265042.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -265053.531250 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -265053.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -265066.531250 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -265066.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -265081.312500 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -265081.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -265100.250000 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -265100.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -265114.718750 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -265114.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -265135.937500 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -265135.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -265156.156250 Penalty: 4037.451904
	Iteration 33Q: 3 clusters Score -265156.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -265174.718750 Penalty: 4037.451904
	Iteration 34Q: 3 clusters Score -265174.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -265191.000000 Penalty: 4037.451904
	Iteration 35Q: 3 clusters Score -265191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -265201.781250 Penalty: 4037.451904
	Iteration 36Q: 3 clusters Score -265201.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -265214.625000 Penalty: 4037.451904
	Iteration 37Q: 3 clusters Score -265214.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -265224.750000 Penalty: 4037.451904
	Iteration 38Q: 3 clusters Score -265224.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -265233.593750 Penalty: 4037.451904
	Iteration 39Q: 3 clusters Score -265233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -265240.968750 Penalty: 4037.451904
	Iteration 40F: 3 clusters Score -265241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -265244.562500 Penalty: 4037.451904
	Iteration 41Q: 3 clusters Score -265244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -265247.875000 Penalty: 4037.451904
	Iteration 42Q: 3 clusters Score -265247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -265250.812500 Penalty: 4037.451904
	Iteration 43Q: 3 clusters Score -265250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -265253.437500 Penalty: 4037.451904
	Iteration 44Q: 3 clusters Score -265253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -265253.343750 Penalty: 4037.451904
	Iteration 45Q: 3 clusters Score -265253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -265253.593750 Penalty: 4037.451904
	Iteration 46Q: 3 clusters Score -265253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -265254.125000 Penalty: 4037.451904
	Iteration 47Q: 3 clusters Score -265254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -265255.000000 Penalty: 4037.451904
	Iteration 48Q: 3 clusters Score -265255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -265255.906250 Penalty: 4037.451904
	Iteration 49Q: 3 clusters Score -265255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -265256.500000 Penalty: 4037.451904
	Iteration 50Q: 3 clusters Score -265256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -265256.750000 Penalty: 4037.451904
	Iteration 51Q: 3 clusters Score -265256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -265256.750000 Penalty: 4037.451904
	Iteration 52F: 3 clusters Score -265256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -514927.281250 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -514927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -509512.375000 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -509512.4 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -511049.593750 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -511049.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -511489.312500 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -511489.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -511933.656250 Penalty: 4352.442383
	Iteration 3F: 3 clusters Score -511933.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -512351.750000 Penalty: 4352.442383
	Iteration 4F: 3 clusters Score -512351.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -512687.500000 Penalty: 4352.442383
	Iteration 5F: 3 clusters Score -512687.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -512924.468750 Penalty: 4352.442383
	Iteration 6F: 3 clusters Score -512924.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -513110.531250 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -513110.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -513241.375000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -513241.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -513343.531250 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -513343.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -513419.031250 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -513419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -513467.343750 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -513467.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -513504.406250 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -513504.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -513536.937500 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -513536.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -513558.687500 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -513558.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -513577.187500 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -513577.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -513595.687500 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -513595.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -513608.187500 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -513608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -513615.625000 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -513615.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -513619.593750 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -513619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -513623.812500 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -513623.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -513629.375000 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -513629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -513632.187500 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -513632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -513634.343750 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -513634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -513635.718750 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -513635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -513637.093750 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -513637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -513637.875000 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -513637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -513638.593750 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -513638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -513639.906250 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -513639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -513639.906250 Penalty: 4352.442383
	Iteration 29F: 3 clusters Score -513639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Entering Unmasked Estep 
Score: -1213375.875000 Penalty: 2391.262695
	Iteration 0F: 2 clusters Score -1213376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1202314.000000 Penalty: 4782.525391
	Iteration 0F: 3 clusters Score -1202314 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1205813.750000 Penalty: 4782.525391
	Iteration 1F: 3 clusters Score -1205814 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1206184.625000 Penalty: 4782.525391
	Iteration 2F: 3 clusters Score -1206185 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1206449.875000 Penalty: 4782.525391
	Iteration 3Q: 3 clusters Score -1206450 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1206712.125000 Penalty: 4782.525391
	Iteration 4Q: 3 clusters Score -1206712 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1207000.500000 Penalty: 4782.525391
	Iteration 5Q: 3 clusters Score -1207000 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1207306.375000 Penalty: 4782.525391
	Iteration 6Q: 3 clusters Score -1207306 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1207679.875000 Penalty: 4782.525391
	Iteration 7Q: 3 clusters Score -1207680 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1208095.875000 Penalty: 4782.525391
	Iteration 8Q: 3 clusters Score -1208096 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1208533.375000 Penalty: 4782.525391
	Iteration 9Q: 3 clusters Score -1208533 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1208994.750000 Penalty: 4782.525391
	Iteration 10Q: 3 clusters Score -1208995 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1209410.875000 Penalty: 4782.525391
	Iteration 11Q: 3 clusters Score -1209411 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1209699.875000 Penalty: 4782.525391
	Iteration 12Q: 3 clusters Score -1209700 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1209909.125000 Penalty: 4782.525391
	Iteration 13Q: 3 clusters Score -1209909 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1210046.125000 Penalty: 4782.525391
	Iteration 14Q: 3 clusters Score -1210046 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1210180.000000 Penalty: 4782.525391
	Iteration 15Q: 3 clusters Score -1210180 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1210290.750000 Penalty: 4782.525391
	Iteration 16Q: 3 clusters Score -1210291 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1210387.000000 Penalty: 4782.525391
	Iteration 17Q: 3 clusters Score -1210387 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1210482.250000 Penalty: 4782.525391
	Iteration 18Q: 3 clusters Score -1210482 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1210561.250000 Penalty: 4782.525391
	Iteration 19Q: 3 clusters Score -1210561 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1210643.750000 Penalty: 4782.525391
	Iteration 20F: 3 clusters Score -1210644 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1210737.750000 Penalty: 4782.525391
	Iteration 21Q: 3 clusters Score -1210738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1210815.750000 Penalty: 4782.525391
	Iteration 22Q: 3 clusters Score -1210816 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1210890.125000 Penalty: 4782.525391
	Iteration 23Q: 3 clusters Score -1210890 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1210955.375000 Penalty: 4782.525391
	Iteration 24Q: 3 clusters Score -1210955 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1211024.000000 Penalty: 4782.525391
	Iteration 25Q: 3 clusters Score -1211024 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1211099.125000 Penalty: 4782.525391
	Iteration 26Q: 3 clusters Score -1211099 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1211170.125000 Penalty: 4782.525391
	Iteration 27Q: 3 clusters Score -1211170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1211229.125000 Penalty: 4782.525391
	Iteration 28Q: 3 clusters Score -1211229 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1211276.875000 Penalty: 4782.525391
	Iteration 29Q: 3 clusters Score -1211277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1211321.750000 Penalty: 4782.525391
	Iteration 30Q: 3 clusters Score -1211322 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1211361.750000 Penalty: 4782.525391
	Iteration 31Q: 3 clusters Score -1211362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1211395.375000 Penalty: 4782.525391
	Iteration 32Q: 3 clusters Score -1211395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1211433.625000 Penalty: 4782.525391
	Iteration 33Q: 3 clusters Score -1211434 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1211476.250000 Penalty: 4782.525391
	Iteration 34Q: 3 clusters Score -1211476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1211502.000000 Penalty: 4782.525391
	Iteration 35Q: 3 clusters Score -1211502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1211535.375000 Penalty: 4782.525391
	Iteration 36Q: 3 clusters Score -1211535 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1211570.250000 Penalty: 4782.525391
	Iteration 37Q: 3 clusters Score -1211570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1211606.250000 Penalty: 4782.525391
	Iteration 38Q: 3 clusters Score -1211606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1211635.750000 Penalty: 4782.525391
	Iteration 39Q: 3 clusters Score -1211636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1211667.000000 Penalty: 4782.525391
	Iteration 40F: 3 clusters Score -1211667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1211694.500000 Penalty: 4782.525391
	Iteration 41Q: 3 clusters Score -1211694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1211713.250000 Penalty: 4782.525391
	Iteration 42Q: 3 clusters Score -1211713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1211733.125000 Penalty: 4782.525391
	Iteration 43Q: 3 clusters Score -1211733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1211756.500000 Penalty: 4782.525391
	Iteration 44Q: 3 clusters Score -1211756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1211767.875000 Penalty: 4782.525391
	Iteration 45Q: 3 clusters Score -1211768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1211781.500000 Penalty: 4782.525391
	Iteration 46Q: 3 clusters Score -1211782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1211791.875000 Penalty: 4782.525391
	Iteration 47Q: 3 clusters Score -1211792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1211812.125000 Penalty: 4782.525391
	Iteration 48Q: 3 clusters Score -1211812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1211830.250000 Penalty: 4782.525391
	Iteration 49Q: 3 clusters Score -1211830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1211852.000000 Penalty: 4782.525391
	Iteration 50Q: 3 clusters Score -1211852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1211874.000000 Penalty: 4782.525391
	Iteration 51Q: 3 clusters Score -1211874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1211902.750000 Penalty: 4782.525391
	Iteration 52Q: 3 clusters Score -1211903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1211920.625000 Penalty: 4782.525391
	Iteration 53Q: 3 clusters Score -1211921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1211943.750000 Penalty: 4782.525391
	Iteration 54Q: 3 clusters Score -1211944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1211954.875000 Penalty: 4782.525391
	Iteration 55Q: 3 clusters Score -1211955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1211970.375000 Penalty: 4782.525391
	Iteration 56Q: 3 clusters Score -1211970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1211979.125000 Penalty: 4782.525391
	Iteration 57Q: 3 clusters Score -1211979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1211987.750000 Penalty: 4782.525391
	Iteration 58Q: 3 clusters Score -1211988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1211996.250000 Penalty: 4782.525391
	Iteration 59Q: 3 clusters Score -1211996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1212006.250000 Penalty: 4782.525391
	Iteration 60F: 3 clusters Score -1212006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1212018.000000 Penalty: 4782.525391
	Iteration 61Q: 3 clusters Score -1212018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1212035.000000 Penalty: 4782.525391
	Iteration 62Q: 3 clusters Score -1212035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1212050.500000 Penalty: 4782.525391
	Iteration 63Q: 3 clusters Score -1212050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1212064.125000 Penalty: 4782.525391
	Iteration 64Q: 3 clusters Score -1212064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1212065.875000 Penalty: 4782.525391
	Iteration 65Q: 3 clusters Score -1212066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1212072.750000 Penalty: 4782.525391
	Iteration 66Q: 3 clusters Score -1212073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1212080.625000 Penalty: 4782.525391
	Iteration 67Q: 3 clusters Score -1212081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1212086.000000 Penalty: 4782.525391
	Iteration 68Q: 3 clusters Score -1212086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1212088.500000 Penalty: 4782.525391
	Iteration 69Q: 3 clusters Score -1212088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1212097.375000 Penalty: 4782.525391
	Iteration 70Q: 3 clusters Score -1212097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1212099.875000 Penalty: 4782.525391
	Iteration 71Q: 3 clusters Score -1212100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1212104.625000 Penalty: 4782.525391
	Iteration 72Q: 3 clusters Score -1212105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1212108.375000 Penalty: 4782.525391
	Iteration 73Q: 3 clusters Score -1212108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1212111.375000 Penalty: 4782.525391
	Iteration 74Q: 3 clusters Score -1212111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1212111.125000 Penalty: 4782.525391
	Iteration 75Q: 3 clusters Score -1212111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1212117.250000 Penalty: 4782.525391
	Iteration 76Q: 3 clusters Score -1212117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1212118.500000 Penalty: 4782.525391
	Iteration 77Q: 3 clusters Score -1212118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1212117.875000 Penalty: 4782.525391
	Iteration 78Q: 3 clusters Score -1212118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1212118.750000 Penalty: 4782.525391
	Iteration 79Q: 3 clusters Score -1212119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1212121.000000 Penalty: 4782.525391
	Iteration 80F: 3 clusters Score -1212121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1212122.000000 Penalty: 4782.525391
	Iteration 81Q: 3 clusters Score -1212122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1212124.000000 Penalty: 4782.525391
	Iteration 82Q: 3 clusters Score -1212124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1212123.125000 Penalty: 4782.525391
	Iteration 83Q: 3 clusters Score -1212123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1212126.000000 Penalty: 4782.525391
	Iteration 84Q: 3 clusters Score -1212126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1212123.500000 Penalty: 4782.525391
	Iteration 85Q: 3 clusters Score -1212124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1212125.000000 Penalty: 4782.525391
	Iteration 86Q: 3 clusters Score -1212125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1212125.000000 Penalty: 4782.525391
	Iteration 87F: 3 clusters Score -1212125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Entering Unmasked Estep 
Score: -673588.875000 Penalty: 2248.054688
	Iteration 0F: 2 clusters Score -673588.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -666737.125000 Penalty: 4496.109375
	Iteration 0F: 3 clusters Score -666737.1 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -668691.687500 Penalty: 4496.109375
	Iteration 1F: 3 clusters Score -668691.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -669023.062500 Penalty: 4496.109375
	Iteration 2F: 3 clusters Score -669023.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -669260.000000 Penalty: 4496.109375
	Iteration 3F: 3 clusters Score -669260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -669445.500000 Penalty: 4496.109375
	Iteration 4Q: 3 clusters Score -669445.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -669589.125000 Penalty: 4496.109375
	Iteration 5Q: 3 clusters Score -669589.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -669724.937500 Penalty: 4496.109375
	Iteration 6Q: 3 clusters Score -669724.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -669872.562500 Penalty: 4496.109375
	Iteration 7Q: 3 clusters Score -669872.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -670024.812500 Penalty: 4496.109375
	Iteration 8Q: 3 clusters Score -670024.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -670192.875000 Penalty: 4496.109375
	Iteration 9Q: 3 clusters Score -670192.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -670381.687500 Penalty: 4496.109375
	Iteration 10Q: 3 clusters Score -670381.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -670570.312500 Penalty: 4496.109375
	Iteration 11Q: 3 clusters Score -670570.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -670769.625000 Penalty: 4496.109375
	Iteration 12Q: 3 clusters Score -670769.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -670954.125000 Penalty: 4496.109375
	Iteration 13Q: 3 clusters Score -670954.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -671117.750000 Penalty: 4496.109375
	Iteration 14Q: 3 clusters Score -671117.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -671239.812500 Penalty: 4496.109375
	Iteration 15Q: 3 clusters Score -671239.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -671335.687500 Penalty: 4496.109375
	Iteration 16Q: 3 clusters Score -671335.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -671415.187500 Penalty: 4496.109375
	Iteration 17Q: 3 clusters Score -671415.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -671469.812500 Penalty: 4496.109375
	Iteration 18Q: 3 clusters Score -671469.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -671507.562500 Penalty: 4496.109375
	Iteration 19Q: 3 clusters Score -671507.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -671538.812500 Penalty: 4496.109375
	Iteration 20F: 3 clusters Score -671538.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -671562.500000 Penalty: 4496.109375
	Iteration 21Q: 3 clusters Score -671562.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -671584.750000 Penalty: 4496.109375
	Iteration 22Q: 3 clusters Score -671584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -671598.375000 Penalty: 4496.109375
	Iteration 23Q: 3 clusters Score -671598.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -671608.187500 Penalty: 4496.109375
	Iteration 24Q: 3 clusters Score -671608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -671619.250000 Penalty: 4496.109375
	Iteration 25Q: 3 clusters Score -671619.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -671633.750000 Penalty: 4496.109375
	Iteration 26Q: 3 clusters Score -671633.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -671645.937500 Penalty: 4496.109375
	Iteration 27Q: 3 clusters Score -671645.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -671660.187500 Penalty: 4496.109375
	Iteration 28Q: 3 clusters Score -671660.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -671668.562500 Penalty: 4496.109375
	Iteration 29Q: 3 clusters Score -671668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -671670.375000 Penalty: 4496.109375
	Iteration 30Q: 3 clusters Score -671670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -671671.937500 Penalty: 4496.109375
	Iteration 31Q: 3 clusters Score -671671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -671672.000000 Penalty: 4496.109375
	Iteration 32Q: 3 clusters Score -671672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -671673.187500 Penalty: 4496.109375
	Iteration 33Q: 3 clusters Score -671673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -671673.187500 Penalty: 4496.109375
	Iteration 34F: 3 clusters Score -671673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -110253.640625 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -110253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -107950.445312 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -107950.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -108294.617188 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -108294.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -108417.390625 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -108417.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -108481.570312 Penalty: 3625.037109
	Iteration 3Q: 3 clusters Score -108481.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108527.500000 Penalty: 3625.037109
	Iteration 4Q: 3 clusters Score -108527.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -108568.867188 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -108568.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -108588.945312 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -108588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -108600.562500 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -108600.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -108611.421875 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -108611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108621.132812 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -108621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108625.820312 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -108625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108631.156250 Penalty: 3625.037109
	Iteration 11Q: 3 clusters Score -108631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108635.187500 Penalty: 3625.037109
	Iteration 12Q: 3 clusters Score -108635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -108639.507812 Penalty: 3625.037109
	Iteration 13Q: 3 clusters Score -108639.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -108643.218750 Penalty: 3625.037109
	Iteration 14Q: 3 clusters Score -108643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108645.515625 Penalty: 3625.037109
	Iteration 15Q: 3 clusters Score -108645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108646.835938 Penalty: 3625.037109
	Iteration 16Q: 3 clusters Score -108646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108648.679688 Penalty: 3625.037109
	Iteration 17Q: 3 clusters Score -108648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108648.679688 Penalty: 3625.037109
	Iteration 18F: 3 clusters Score -108648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253328 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853334 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32826 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19361 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97705 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33176 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15401 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805904.000000 Penalty: 117974.585938
Iteration 199Q: 34 clusters Score -1.428059e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 253329 members 
Mstep: Class 4 contains 16642 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853331 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19856 members 
Mstep: Class 10 contains 20531 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32808 members 
Mstep: Class 14 contains 28294 members 
Mstep: Class 15 contains 51177 members 
Mstep: Class 16 contains 19366 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5752 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97702 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33192 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15403 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805888.000000 Penalty: 117974.585938
Iteration 200F: 34 clusters Score -1.428059e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253331 members 
Mstep: Class 4 contains 16641 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853331 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19853 members 
Mstep: Class 10 contains 20530 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32788 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19371 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33214 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15404 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805904.000000 Penalty: 117974.585938
Iteration 201Q: 34 clusters Score -1.428059e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253334 members 
Mstep: Class 4 contains 16639 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853329 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 20527 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 32772 members 
Mstep: Class 14 contains 28292 members 
Mstep: Class 15 contains 51176 members 
Mstep: Class 16 contains 19373 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5756 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97702 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33231 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15404 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805840.000000 Penalty: 117974.585938
Iteration 202Q: 34 clusters Score -1.428058e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253337 members 
Mstep: Class 4 contains 16639 members 
Mstep: Class 5 contains 1670 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853334 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19851 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32745 members 
Mstep: Class 14 contains 28293 members 
Mstep: Class 15 contains 51174 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5760 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97702 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33242 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15404 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805744.000000 Penalty: 117974.585938
Iteration 203Q: 34 clusters Score -1.428057e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253340 members 
Mstep: Class 4 contains 16638 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853335 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19855 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32727 members 
Mstep: Class 14 contains 28291 members 
Mstep: Class 15 contains 51172 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5762 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28763 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33254 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15404 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 204Q: 34 clusters Score -1.428057e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253351 members 
Mstep: Class 4 contains 16638 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853328 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19859 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 32714 members 
Mstep: Class 14 contains 28287 members 
Mstep: Class 15 contains 51166 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5767 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28762 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33267 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15405 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 117974.585938
Iteration 205Q: 34 clusters Score -1.428057e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 253365 members 
Mstep: Class 4 contains 16637 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853322 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35304 members 
Mstep: Class 13 contains 32694 members 
Mstep: Class 14 contains 28283 members 
Mstep: Class 15 contains 51166 members 
Mstep: Class 16 contains 19375 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28761 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33276 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15406 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 206Q: 34 clusters Score -1.428058e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253370 members 
Mstep: Class 4 contains 16636 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853317 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 20526 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32677 members 
Mstep: Class 14 contains 28283 members 
Mstep: Class 15 contains 51167 members 
Mstep: Class 16 contains 19378 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5773 members 
Mstep: Class 21 contains 18996 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28759 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33288 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15409 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805776.000000 Penalty: 117974.585938
Iteration 207Q: 34 clusters Score -1.428058e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253373 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853315 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19865 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32662 members 
Mstep: Class 14 contains 28282 members 
Mstep: Class 15 contains 51167 members 
Mstep: Class 16 contains 19380 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5776 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33298 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15411 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805744.000000 Penalty: 117974.585938
Iteration 208Q: 34 clusters Score -1.428057e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 253374 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 1672 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853314 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19863 members 
Mstep: Class 10 contains 20527 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35306 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 28278 members 
Mstep: Class 15 contains 51166 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5778 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33311 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15414 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 117974.585938
Iteration 209Q: 34 clusters Score -1.428057e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 253380 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853311 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 20526 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35308 members 
Mstep: Class 13 contains 32621 members 
Mstep: Class 14 contains 28273 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5781 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28759 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33327 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15416 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 210Q: 34 clusters Score -1.428058e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162514 members 
Mstep: Class 3 contains 253385 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853308 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 20523 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 32613 members 
Mstep: Class 14 contains 28266 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 18995 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33337 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15417 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 117974.585938
Iteration 211Q: 34 clusters Score -1.428058e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162513 members 
Mstep: Class 3 contains 253387 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853310 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19863 members 
Mstep: Class 10 contains 20525 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 32605 members 
Mstep: Class 14 contains 28262 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33344 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15419 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 117974.585938
Iteration 212Q: 34 clusters Score -1.428058e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 253392 members 
Mstep: Class 4 contains 16634 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19862 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 32591 members 
Mstep: Class 14 contains 28258 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 19384 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33355 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15420 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 117974.585938
Iteration 213Q: 34 clusters Score -1.428057e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162513 members 
Mstep: Class 3 contains 253401 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853312 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19864 members 
Mstep: Class 10 contains 20522 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35307 members 
Mstep: Class 13 contains 32567 members 
Mstep: Class 14 contains 28255 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 18993 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33378 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15420 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 117974.585938
Iteration 214Q: 34 clusters Score -1.428056e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162512 members 
Mstep: Class 3 contains 253415 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853310 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19867 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32543 members 
Mstep: Class 14 contains 28252 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38379 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17240 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33396 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15420 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805616.000000 Penalty: 117974.585938
Iteration 215Q: 34 clusters Score -1.428056e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162513 members 
Mstep: Class 3 contains 253423 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32531 members 
Mstep: Class 14 contains 28244 members 
Mstep: Class 15 contains 51162 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38379 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5782 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33405 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15420 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 117974.585938
Iteration 216Q: 34 clusters Score -1.428056e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253427 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32518 members 
Mstep: Class 14 contains 28241 members 
Mstep: Class 15 contains 51162 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38381 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33409 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15421 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 117974.585938
Iteration 217Q: 34 clusters Score -1.428056e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 162509 members 
Mstep: Class 3 contains 253430 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853316 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19876 members 
Mstep: Class 10 contains 20521 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32501 members 
Mstep: Class 14 contains 28239 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38383 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97695 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33424 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15421 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805664.000000 Penalty: 117974.585938
Iteration 218Q: 34 clusters Score -1.428057e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162509 members 
Mstep: Class 3 contains 253436 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853316 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19877 members 
Mstep: Class 10 contains 20517 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32488 members 
Mstep: Class 14 contains 28236 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97695 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33435 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15421 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 117974.585938
Iteration 219Q: 34 clusters Score -1.428056e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162509 members 
Mstep: Class 3 contains 253443 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853315 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19877 members 
Mstep: Class 10 contains 20517 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32473 members 
Mstep: Class 14 contains 28234 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5784 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97694 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33446 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15422 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805568.000000 Penalty: 117974.585938
Iteration 220F: 34 clusters Score -1.428056e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162509 members 
Mstep: Class 3 contains 253446 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853315 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 20515 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32461 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51162 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5784 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97694 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33456 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15423 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 117974.585938
Iteration 221Q: 34 clusters Score -1.428056e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253445 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19879 members 
Mstep: Class 10 contains 20515 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32450 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5786 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97695 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33464 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15424 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805616.000000 Penalty: 117974.585938
Iteration 222Q: 34 clusters Score -1.428056e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253444 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 20514 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 32435 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97697 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33477 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15423 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 117974.585938
Iteration 223Q: 34 clusters Score -1.428056e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253440 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 20513 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35302 members 
Mstep: Class 13 contains 32427 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97698 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33491 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15423 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805696.000000 Penalty: 117974.585938
Iteration 224Q: 34 clusters Score -1.428057e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162510 members 
Mstep: Class 3 contains 253443 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853314 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 20511 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35301 members 
Mstep: Class 13 contains 32417 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5787 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 97699 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33502 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15422 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 117974.585938
Iteration 225Q: 34 clusters Score -1.428057e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162511 members 
Mstep: Class 3 contains 253443 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853313 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19879 members 
Mstep: Class 10 contains 20509 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32407 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 19386 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5789 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17239 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33511 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15421 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805744.000000 Penalty: 117974.585938
Iteration 226Q: 34 clusters Score -1.428057e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162514 members 
Mstep: Class 3 contains 253444 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853304 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19881 members 
Mstep: Class 10 contains 20507 members 
Mstep: Class 11 contains 23631 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32391 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19388 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97702 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33528 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15422 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805776.000000 Penalty: 117974.585938
Iteration 227Q: 34 clusters Score -1.428058e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162515 members 
Mstep: Class 3 contains 253445 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853298 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19879 members 
Mstep: Class 10 contains 20504 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32381 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19387 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5792 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97700 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33546 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15424 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 117974.585938
Iteration 228Q: 34 clusters Score -1.428058e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162514 members 
Mstep: Class 3 contains 253448 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853298 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 20502 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 32368 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51160 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5792 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33564 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15425 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 117974.585938
Iteration 229Q: 34 clusters Score -1.428057e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162516 members 
Mstep: Class 3 contains 253452 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853290 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19877 members 
Mstep: Class 10 contains 20501 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 32356 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51160 members 
Mstep: Class 16 contains 19385 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5795 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 97703 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33575 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15426 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 230Q: 34 clusters Score -1.428058e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253448 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853288 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19879 members 
Mstep: Class 10 contains 20499 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 32353 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51159 members 
Mstep: Class 16 contains 19386 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5797 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 97705 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33580 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15427 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805808.000000 Penalty: 117974.585938
Iteration 231Q: 34 clusters Score -1.428058e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162517 members 
Mstep: Class 3 contains 253446 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853287 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35295 members 
Mstep: Class 13 contains 32352 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51158 members 
Mstep: Class 16 contains 19387 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5797 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 97704 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33587 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15428 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805808.000000 Penalty: 117974.585938
Iteration 232Q: 34 clusters Score -1.428058e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253449 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853284 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19880 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 32348 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51158 members 
Mstep: Class 16 contains 19388 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5797 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 97703 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33590 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15428 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805824.000000 Penalty: 117974.585938
Iteration 233Q: 34 clusters Score -1.428058e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253448 members 
Mstep: Class 4 contains 16632 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853283 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19881 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 32341 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51158 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5798 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 97704 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33594 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15428 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 234Q: 34 clusters Score -1.428057e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253448 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853281 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19882 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 32333 members 
Mstep: Class 14 contains 28234 members 
Mstep: Class 15 contains 51158 members 
Mstep: Class 16 contains 19393 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38384 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 97705 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28758 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33600 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15428 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 117974.585938
Iteration 235Q: 34 clusters Score -1.428057e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253449 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853279 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19883 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 32328 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51158 members 
Mstep: Class 16 contains 19394 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 18988 members 
Mstep: Class 22 contains 97705 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3262 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33603 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15430 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805696.000000 Penalty: 117974.585938
Iteration 236Q: 34 clusters Score -1.428057e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253448 members 
Mstep: Class 4 contains 16628 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853276 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19885 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 23632 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 32323 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51160 members 
Mstep: Class 16 contains 19395 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5799 members 
Mstep: Class 21 contains 18987 members 
Mstep: Class 22 contains 97707 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33609 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8646 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805616.000000 Penalty: 117974.585938
Iteration 237Q: 34 clusters Score -1.428056e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253450 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853275 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19885 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23634 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 32316 members 
Mstep: Class 14 contains 28233 members 
Mstep: Class 15 contains 51162 members 
Mstep: Class 16 contains 19396 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5800 members 
Mstep: Class 21 contains 18986 members 
Mstep: Class 22 contains 97708 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33612 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15430 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805584.000000 Penalty: 117974.585938
Iteration 238Q: 34 clusters Score -1.428056e+08 nChanged 24
Entering ConstructFrom: 
Score: -142805584.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -141229.515625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -141229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -138633.968750 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -138634 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -139073.312500 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -139073.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -139182.718750 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -139182.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -139241.859375 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -139241.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139292.875000 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -139292.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -139322.062500 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -139322.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -139338.625000 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -139338.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -139351.656250 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -139351.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -139358.703125 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -139358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139362.062500 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -139362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139365.390625 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -139365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -139367.562500 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -139367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -139371.671875 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -139371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -139377.640625 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -139377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -139385.984375 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -139386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -139391.781250 Penalty: 3746.949951
	Iteration 15Q: 3 clusters Score -139391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -139395.546875 Penalty: 3746.949951
	Iteration 16Q: 3 clusters Score -139395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -139397.093750 Penalty: 3746.949951
	Iteration 17Q: 3 clusters Score -139397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -139399.343750 Penalty: 3746.949951
	Iteration 18Q: 3 clusters Score -139399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139402.687500 Penalty: 3746.949951
	Iteration 19Q: 3 clusters Score -139402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -139407.015625 Penalty: 3746.949951
	Iteration 20F: 3 clusters Score -139407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139410.000000 Penalty: 3746.949951
	Iteration 21Q: 3 clusters Score -139410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -139411.484375 Penalty: 3746.949951
	Iteration 22Q: 3 clusters Score -139411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139413.234375 Penalty: 3746.949951
	Iteration 23Q: 3 clusters Score -139413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -139413.781250 Penalty: 3746.949951
	Iteration 24Q: 3 clusters Score -139413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -139414.890625 Penalty: 3746.949951
	Iteration 25Q: 3 clusters Score -139414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139415.250000 Penalty: 3746.949951
	Iteration 26Q: 3 clusters Score -139415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139416.515625 Penalty: 3746.949951
	Iteration 27Q: 3 clusters Score -139416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139417.390625 Penalty: 3746.949951
	Iteration 28Q: 3 clusters Score -139417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -139418.843750 Penalty: 3746.949951
	Iteration 29Q: 3 clusters Score -139418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -139420.687500 Penalty: 3746.949951
	Iteration 30Q: 3 clusters Score -139420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139421.703125 Penalty: 3746.949951
	Iteration 31Q: 3 clusters Score -139421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -139421.703125 Penalty: 3746.949951
	Iteration 32F: 3 clusters Score -139421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162518 members 
Entering Unmasked Estep 
Score: -13236761.000000 Penalty: 2975.638916
	Iteration 0F: 2 clusters Score -1.323676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -13127939.000000 Penalty: 5951.277832
	Iteration 0F: 3 clusters Score -1.312794e+07 nChanged 77715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83746 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -13172555.000000 Penalty: 5951.277832
	Iteration 1F: 3 clusters Score -1.317256e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -13173503.000000 Penalty: 5951.277832
	Iteration 2Q: 3 clusters Score -1.31735e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -13175005.000000 Penalty: 5951.277832
	Iteration 3Q: 3 clusters Score -1.3175e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -13177022.000000 Penalty: 5951.277832
	Iteration 4Q: 3 clusters Score -1.317702e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -13180365.000000 Penalty: 5951.277832
	Iteration 5Q: 3 clusters Score -1.318036e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -13185619.000000 Penalty: 5951.277832
	Iteration 6F: 3 clusters Score -1.318562e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -13193252.000000 Penalty: 5951.277832
	Iteration 7F: 3 clusters Score -1.319325e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126837 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -13202838.000000 Penalty: 5951.277832
	Iteration 8F: 3 clusters Score -1.320284e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -13212872.000000 Penalty: 5951.277832
	Iteration 9F: 3 clusters Score -1.321287e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -13221376.000000 Penalty: 5951.277832
	Iteration 10F: 3 clusters Score -1.322138e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153860 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -13227142.000000 Penalty: 5951.277832
	Iteration 11Q: 3 clusters Score -1.322714e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -13230449.000000 Penalty: 5951.277832
	Iteration 12Q: 3 clusters Score -1.323045e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -13232295.000000 Penalty: 5951.277832
	Iteration 13Q: 3 clusters Score -1.32323e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13233181.000000 Penalty: 5951.277832
	Iteration 14Q: 3 clusters Score -1.323318e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161612 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13233595.000000 Penalty: 5951.277832
	Iteration 15Q: 3 clusters Score -1.32336e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13233790.000000 Penalty: 5951.277832
	Iteration 16Q: 3 clusters Score -1.323379e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161948 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13233913.000000 Penalty: 5951.277832
	Iteration 17Q: 3 clusters Score -1.323391e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162008 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13233960.000000 Penalty: 5951.277832
	Iteration 18Q: 3 clusters Score -1.323396e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162043 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13234019.000000 Penalty: 5951.277832
	Iteration 19Q: 3 clusters Score -1.323402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162074 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -13234063.000000 Penalty: 5951.277832
	Iteration 20F: 3 clusters Score -1.323406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162091 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -13234076.000000 Penalty: 5951.277832
	Iteration 21Q: 3 clusters Score -1.323408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162104 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -13234084.000000 Penalty: 5951.277832
	Iteration 22Q: 3 clusters Score -1.323408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13234099.000000 Penalty: 5951.277832
	Iteration 23Q: 3 clusters Score -1.32341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13234103.000000 Penalty: 5951.277832
	Iteration 24Q: 3 clusters Score -1.32341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13234104.000000 Penalty: 5951.277832
	Iteration 25Q: 3 clusters Score -1.32341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162124 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -13234110.000000 Penalty: 5951.277832
	Iteration 26Q: 3 clusters Score -1.323411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13234125.000000 Penalty: 5951.277832
	Iteration 27Q: 3 clusters Score -1.323412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -13234133.000000 Penalty: 5951.277832
	Iteration 28Q: 3 clusters Score -1.323413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13234128.000000 Penalty: 5951.277832
	Iteration 29Q: 3 clusters Score -1.323413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -13234128.000000 Penalty: 5951.277832
	Iteration 30F: 3 clusters Score -1.323413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (253451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253451 members 
Entering Unmasked Estep 
Score: -20475312.000000 Penalty: 3085.845459
	Iteration 0F: 2 clusters Score -2.047531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126556 members 
Mstep: Class 2 contains 126895 members 
Entering Unmasked Estep 
Score: -20305236.000000 Penalty: 6171.690918
	Iteration 0F: 3 clusters Score -2.030524e+07 nChanged 122285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122445 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -20377054.000000 Penalty: 6171.690918
	Iteration 1F: 3 clusters Score -2.037705e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119912 members 
Mstep: Class 2 contains 133539 members 
Entering Unmasked Estep 
Score: -20378060.000000 Penalty: 6171.690918
	Iteration 2Q: 3 clusters Score -2.037806e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115945 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -20379394.000000 Penalty: 6171.690918
	Iteration 3Q: 3 clusters Score -2.037939e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109761 members 
Mstep: Class 2 contains 143690 members 
Entering Unmasked Estep 
Score: -20381406.000000 Penalty: 6171.690918
	Iteration 4Q: 3 clusters Score -2.038141e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100437 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -20385142.000000 Penalty: 6171.690918
	Iteration 5Q: 3 clusters Score -2.038514e+07 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 166899 members 
Entering Unmasked Estep 
Score: -20392520.000000 Penalty: 6171.690918
	Iteration 6F: 3 clusters Score -2.039252e+07 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 186696 members 
Entering Unmasked Estep 
Score: -20407060.000000 Penalty: 6171.690918
	Iteration 7F: 3 clusters Score -2.040706e+07 nChanged 24084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 210776 members 
Entering Unmasked Estep 
Score: -20428758.000000 Penalty: 6171.690918
	Iteration 8F: 3 clusters Score -2.042876e+07 nChanged 22436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 233212 members 
Entering Unmasked Estep 
Score: -20451930.000000 Penalty: 6171.690918
	Iteration 9F: 3 clusters Score -2.045193e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 246836 members 
Entering Unmasked Estep 
Score: -20466160.000000 Penalty: 6171.690918
	Iteration 10F: 3 clusters Score -2.046616e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 251746 members 
Entering Unmasked Estep 
Score: -20470940.000000 Penalty: 6171.690918
	Iteration 11Q: 3 clusters Score -2.047094e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 252945 members 
Entering Unmasked Estep 
Score: -20472022.000000 Penalty: 6171.690918
	Iteration 12Q: 3 clusters Score -2.047202e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253180 members 
Entering Unmasked Estep 
Score: -20472346.000000 Penalty: 6171.690918
	Iteration 13Q: 3 clusters Score -2.047235e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 253227 members 
Entering Unmasked Estep 
Score: -20472444.000000 Penalty: 6171.690918
	Iteration 14Q: 3 clusters Score -2.047244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253244 members 
Entering Unmasked Estep 
Score: -20472500.000000 Penalty: 6171.690918
	Iteration 15Q: 3 clusters Score -2.04725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253250 members 
Entering Unmasked Estep 
Score: -20472518.000000 Penalty: 6171.690918
	Iteration 16Q: 3 clusters Score -2.047252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 253248 members 
Entering Unmasked Estep 
Score: -20472548.000000 Penalty: 6171.690918
	Iteration 17Q: 3 clusters Score -2.047255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253249 members 
Entering Unmasked Estep 
Score: -20472548.000000 Penalty: 6171.690918
	Iteration 18Q: 3 clusters Score -2.047255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 253251 members 
Entering Unmasked Estep 
Score: -20472556.000000 Penalty: 6171.690918
	Iteration 19Q: 3 clusters Score -2.047256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253250 members 
Entering Unmasked Estep 
Score: -20472566.000000 Penalty: 6171.690918
	Iteration 20F: 3 clusters Score -2.047257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 253248 members 
Entering Unmasked Estep 
Score: -20472564.000000 Penalty: 6171.690918
	Iteration 21Q: 3 clusters Score -2.047256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 253248 members 
Entering Unmasked Estep 
Score: -20472564.000000 Penalty: 6171.690918
	Iteration 22F: 3 clusters Score -2.047256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Entering Unmasked Estep 
Score: -1278291.875000 Penalty: 2410.153809
	Iteration 0F: 2 clusters Score -1278292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1266285.875000 Penalty: 4820.307617
	Iteration 0F: 3 clusters Score -1266286 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1270288.750000 Penalty: 4820.307617
	Iteration 1F: 3 clusters Score -1270289 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1270870.875000 Penalty: 4820.307617
	Iteration 2F: 3 clusters Score -1270871 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1271536.875000 Penalty: 4820.307617
	Iteration 3F: 3 clusters Score -1271537 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1272344.000000 Penalty: 4820.307617
	Iteration 4F: 3 clusters Score -1272344 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1273149.500000 Penalty: 4820.307617
	Iteration 5F: 3 clusters Score -1273150 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1274063.375000 Penalty: 4820.307617
	Iteration 6F: 3 clusters Score -1274063 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1275074.500000 Penalty: 4820.307617
	Iteration 7F: 3 clusters Score -1275074 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1275923.375000 Penalty: 4820.307617
	Iteration 8F: 3 clusters Score -1275923 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1276426.625000 Penalty: 4820.307617
	Iteration 9Q: 3 clusters Score -1276427 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1276698.375000 Penalty: 4820.307617
	Iteration 10Q: 3 clusters Score -1276698 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1276890.375000 Penalty: 4820.307617
	Iteration 11Q: 3 clusters Score -1276890 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1277019.125000 Penalty: 4820.307617
	Iteration 12Q: 3 clusters Score -1277019 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1277103.500000 Penalty: 4820.307617
	Iteration 13Q: 3 clusters Score -1277104 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1277183.000000 Penalty: 4820.307617
	Iteration 14Q: 3 clusters Score -1277183 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1277273.250000 Penalty: 4820.307617
	Iteration 15Q: 3 clusters Score -1277273 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1277360.750000 Penalty: 4820.307617
	Iteration 16Q: 3 clusters Score -1277361 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1277454.500000 Penalty: 4820.307617
	Iteration 17Q: 3 clusters Score -1277454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1277544.250000 Penalty: 4820.307617
	Iteration 18Q: 3 clusters Score -1277544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1277630.250000 Penalty: 4820.307617
	Iteration 19Q: 3 clusters Score -1277630 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1277720.875000 Penalty: 4820.307617
	Iteration 20F: 3 clusters Score -1277721 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1277794.500000 Penalty: 4820.307617
	Iteration 21Q: 3 clusters Score -1277794 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1277853.000000 Penalty: 4820.307617
	Iteration 22Q: 3 clusters Score -1277853 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1277885.750000 Penalty: 4820.307617
	Iteration 23Q: 3 clusters Score -1277886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1277922.625000 Penalty: 4820.307617
	Iteration 24Q: 3 clusters Score -1277923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1277944.500000 Penalty: 4820.307617
	Iteration 25Q: 3 clusters Score -1277944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1277961.000000 Penalty: 4820.307617
	Iteration 26Q: 3 clusters Score -1277961 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1277987.750000 Penalty: 4820.307617
	Iteration 27Q: 3 clusters Score -1277988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1278005.750000 Penalty: 4820.307617
	Iteration 28Q: 3 clusters Score -1278006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1278025.250000 Penalty: 4820.307617
	Iteration 29Q: 3 clusters Score -1278025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1278037.250000 Penalty: 4820.307617
	Iteration 30Q: 3 clusters Score -1278037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1278057.375000 Penalty: 4820.307617
	Iteration 31Q: 3 clusters Score -1278057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1278066.375000 Penalty: 4820.307617
	Iteration 32Q: 3 clusters Score -1278066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1278074.375000 Penalty: 4820.307617
	Iteration 33Q: 3 clusters Score -1278074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1278080.625000 Penalty: 4820.307617
	Iteration 34Q: 3 clusters Score -1278081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1278089.250000 Penalty: 4820.307617
	Iteration 35Q: 3 clusters Score -1278089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1278094.500000 Penalty: 4820.307617
	Iteration 36Q: 3 clusters Score -1278094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1278099.000000 Penalty: 4820.307617
	Iteration 37Q: 3 clusters Score -1278099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1278107.625000 Penalty: 4820.307617
	Iteration 38Q: 3 clusters Score -1278108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1278114.000000 Penalty: 4820.307617
	Iteration 39Q: 3 clusters Score -1278114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1278124.000000 Penalty: 4820.307617
	Iteration 40F: 3 clusters Score -1278124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1278132.750000 Penalty: 4820.307617
	Iteration 41Q: 3 clusters Score -1278133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1278139.125000 Penalty: 4820.307617
	Iteration 42Q: 3 clusters Score -1278139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1278145.625000 Penalty: 4820.307617
	Iteration 43Q: 3 clusters Score -1278146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1278165.375000 Penalty: 4820.307617
	Iteration 44Q: 3 clusters Score -1278165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1278178.625000 Penalty: 4820.307617
	Iteration 45Q: 3 clusters Score -1278179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1278198.625000 Penalty: 4820.307617
	Iteration 46Q: 3 clusters Score -1278199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1278212.875000 Penalty: 4820.307617
	Iteration 47Q: 3 clusters Score -1278213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1278231.750000 Penalty: 4820.307617
	Iteration 48Q: 3 clusters Score -1278232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1278236.125000 Penalty: 4820.307617
	Iteration 49Q: 3 clusters Score -1278236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1278239.750000 Penalty: 4820.307617
	Iteration 50Q: 3 clusters Score -1278240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1278250.500000 Penalty: 4820.307617
	Iteration 51Q: 3 clusters Score -1278250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1278251.500000 Penalty: 4820.307617
	Iteration 52Q: 3 clusters Score -1278252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1278265.250000 Penalty: 4820.307617
	Iteration 53Q: 3 clusters Score -1278265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1278267.500000 Penalty: 4820.307617
	Iteration 54Q: 3 clusters Score -1278268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1278277.125000 Penalty: 4820.307617
	Iteration 55Q: 3 clusters Score -1278277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1278294.625000 Penalty: 4820.307617
	Iteration 56Q: 3 clusters Score -1278295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1278300.875000 Penalty: 4820.307617
	Iteration 57Q: 3 clusters Score -1278301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1278303.250000 Penalty: 4820.307617
	Iteration 58Q: 3 clusters Score -1278303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1278315.125000 Penalty: 4820.307617
	Iteration 59Q: 3 clusters Score -1278315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1278315.875000 Penalty: 4820.307617
	Iteration 60F: 3 clusters Score -1278316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1278318.625000 Penalty: 4820.307617
	Iteration 61Q: 3 clusters Score -1278319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1278318.750000 Penalty: 4820.307617
	Iteration 62Q: 3 clusters Score -1278319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1278323.125000 Penalty: 4820.307617
	Iteration 63Q: 3 clusters Score -1278323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1278322.125000 Penalty: 4820.307617
	Iteration 64Q: 3 clusters Score -1278322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1278322.750000 Penalty: 4820.307617
	Iteration 65Q: 3 clusters Score -1278323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1278327.750000 Penalty: 4820.307617
	Iteration 66Q: 3 clusters Score -1278328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1278327.500000 Penalty: 4820.307617
	Iteration 67Q: 3 clusters Score -1278328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1278326.750000 Penalty: 4820.307617
	Iteration 68Q: 3 clusters Score -1278327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1278327.500000 Penalty: 4820.307617
	Iteration 69Q: 3 clusters Score -1278328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1278330.125000 Penalty: 4820.307617
	Iteration 70Q: 3 clusters Score -1278330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1278331.000000 Penalty: 4820.307617
	Iteration 71Q: 3 clusters Score -1278331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1278333.000000 Penalty: 4820.307617
	Iteration 72Q: 3 clusters Score -1278333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1278331.125000 Penalty: 4820.307617
	Iteration 73Q: 3 clusters Score -1278331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1278331.125000 Penalty: 4820.307617
	Iteration 74F: 3 clusters Score -1278331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253451 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853272 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23634 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 32312 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 19399 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 97709 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33618 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15431 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Mstep: Class 34 contains 11719 members 
Entering Unmasked Estep 
Score: -142804656.000000 Penalty: 121549.570312
Splitting cluster 4 changes total score from -142805584.000000 to -142804656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -124775.640625 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -124775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122374.984375 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -122375 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -122728.257812 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -122728.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122859.601562 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -122859.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122979.304688 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -122979.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -123067.632812 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -123067.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -123180.976562 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -123181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -123295.062500 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -123295.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -123394.773438 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -123394.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -123497.554688 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -123497.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123603.648438 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -123603.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -123703.867188 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -123703.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -123768.132812 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -123768.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -123811.070312 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -123811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -123834.054688 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -123834.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -123849.500000 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -123849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -123859.671875 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -123859.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -123866.164062 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -123866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -123867.929688 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -123867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -123869.406250 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -123869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -123870.289062 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -123870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -123871.468750 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -123871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -123873.421875 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -123873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -123877.328125 Penalty: 3681.497314
	Iteration 22Q: 3 clusters Score -123877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123880.375000 Penalty: 3681.497314
	Iteration 23Q: 3 clusters Score -123880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -123885.414062 Penalty: 3681.497314
	Iteration 24Q: 3 clusters Score -123885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -123885.414062 Penalty: 3681.497314
	Iteration 25F: 3 clusters Score -123885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -67284.070312 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -67284.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -65327.527344 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -65327.53 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65618.812500 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -65618.81 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65705.984375 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -65705.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65737.562500 Penalty: 3428.720215
	Iteration 3Q: 3 clusters Score -65737.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65761.210938 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -65761.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -65770.343750 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -65770.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65781.851562 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -65781.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65790.437500 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -65790.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65791.906250 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -65791.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -65791.906250 Penalty: 3428.720215
	Iteration 9F: 3 clusters Score -65791.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (853272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853272 members 
Entering Unmasked Estep 
Score: -68864800.000000 Penalty: 3386.894775
	Iteration 0F: 2 clusters Score -6.88648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425986 members 
Mstep: Class 2 contains 427286 members 
Entering Unmasked Estep 
Score: -68294224.000000 Penalty: 6773.789551
	Iteration 0F: 3 clusters Score -6.829422e+07 nChanged 418855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404163 members 
Mstep: Class 2 contains 449109 members 
Entering Unmasked Estep 
Score: -68549024.000000 Penalty: 6773.789551
	Iteration 1F: 3 clusters Score -6.854902e+07 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388803 members 
Mstep: Class 2 contains 464469 members 
Entering Unmasked Estep 
Score: -68553600.000000 Penalty: 6773.789551
	Iteration 2Q: 3 clusters Score -6.85536e+07 nChanged 26526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364137 members 
Mstep: Class 2 contains 489135 members 
Entering Unmasked Estep 
Score: -68561232.000000 Penalty: 6773.789551
	Iteration 3Q: 3 clusters Score -6.856123e+07 nChanged 38944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325857 members 
Mstep: Class 2 contains 527415 members 
Entering Unmasked Estep 
Score: -68577456.000000 Penalty: 6773.789551
	Iteration 4Q: 3 clusters Score -6.857746e+07 nChanged 57216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268779 members 
Mstep: Class 2 contains 584493 members 
Entering Unmasked Estep 
Score: -68610968.000000 Penalty: 6773.789551
	Iteration 5F: 3 clusters Score -6.861097e+07 nChanged 76466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192337 members 
Mstep: Class 2 contains 660935 members 
Entering Unmasked Estep 
Score: -68670520.000000 Penalty: 6773.789551
	Iteration 6F: 3 clusters Score -6.867052e+07 nChanged 84168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108169 members 
Mstep: Class 2 contains 745103 members 
Entering Unmasked Estep 
Score: -68750736.000000 Penalty: 6773.789551
	Iteration 7F: 3 clusters Score -6.875074e+07 nChanged 65361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 810464 members 
Entering Unmasked Estep 
Score: -68818032.000000 Penalty: 6773.789551
	Iteration 8F: 3 clusters Score -6.881803e+07 nChanged 31409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 841873 members 
Entering Unmasked Estep 
Score: -68850776.000000 Penalty: 6773.789551
	Iteration 9Q: 3 clusters Score -6.885078e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 850951 members 
Entering Unmasked Estep 
Score: -68859424.000000 Penalty: 6773.789551
	Iteration 10Q: 3 clusters Score -6.885942e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 852734 members 
Entering Unmasked Estep 
Score: -68861192.000000 Penalty: 6773.789551
	Iteration 11Q: 3 clusters Score -6.886119e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 853033 members 
Entering Unmasked Estep 
Score: -68861560.000000 Penalty: 6773.789551
	Iteration 12Q: 3 clusters Score -6.886156e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 853072 members 
Entering Unmasked Estep 
Score: -68861640.000000 Penalty: 6773.789551
	Iteration 13Q: 3 clusters Score -6.886164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 853092 members 
Entering Unmasked Estep 
Score: -68861688.000000 Penalty: 6773.789551
	Iteration 14Q: 3 clusters Score -6.886169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 853097 members 
Entering Unmasked Estep 
Score: -68861728.000000 Penalty: 6773.789551
	Iteration 15Q: 3 clusters Score -6.886173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 853100 members 
Entering Unmasked Estep 
Score: -68861704.000000 Penalty: 6773.789551
	Iteration 16Q: 3 clusters Score -6.88617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 853100 members 
Entering Unmasked Estep 
Score: -68861744.000000 Penalty: 6773.789551
	Iteration 17Q: 3 clusters Score -6.886174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 853100 members 
Entering Unmasked Estep 
Score: -68861744.000000 Penalty: 6773.789551
	Iteration 18F: 3 clusters Score -6.886174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -745028.687500 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -745028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -738071.562500 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -738071.6 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -739987.500000 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -739987.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -740267.000000 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -740267 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -740468.000000 Penalty: 4511.697266
	Iteration 3F: 3 clusters Score -740468 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -740616.937500 Penalty: 4511.697266
	Iteration 4Q: 3 clusters Score -740616.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -740756.375000 Penalty: 4511.697266
	Iteration 5Q: 3 clusters Score -740756.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -740904.437500 Penalty: 4511.697266
	Iteration 6Q: 3 clusters Score -740904.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -741057.187500 Penalty: 4511.697266
	Iteration 7Q: 3 clusters Score -741057.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -741245.250000 Penalty: 4511.697266
	Iteration 8Q: 3 clusters Score -741245.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -741432.500000 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -741432.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -741633.312500 Penalty: 4511.697266
	Iteration 10Q: 3 clusters Score -741633.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -741854.750000 Penalty: 4511.697266
	Iteration 11Q: 3 clusters Score -741854.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -742084.312500 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -742084.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -742286.187500 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -742286.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -742444.625000 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -742444.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -742604.437500 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -742604.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -742734.187500 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -742734.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -742829.125000 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -742829.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -742917.500000 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -742917.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -742970.000000 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -742970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -743006.375000 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -743006.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -743029.937500 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -743029.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -743050.125000 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -743050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -743062.875000 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -743062.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -743079.250000 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -743079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -743089.000000 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -743089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -743094.312500 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -743094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -743099.250000 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -743099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -743110.937500 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -743110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -743116.375000 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -743116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -743119.375000 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -743119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -743120.375000 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -743120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -743120.375000 Penalty: 4511.697266
	Iteration 32F: 3 clusters Score -743120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Entering Unmasked Estep 
Score: -1389602.375000 Penalty: 2454.647217
	Iteration 0F: 2 clusters Score -1389602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1375631.250000 Penalty: 4909.294434
	Iteration 0F: 3 clusters Score -1375631 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1380316.000000 Penalty: 4909.294434
	Iteration 1F: 3 clusters Score -1380316 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1380838.625000 Penalty: 4909.294434
	Iteration 2F: 3 clusters Score -1380839 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1381296.250000 Penalty: 4909.294434
	Iteration 3F: 3 clusters Score -1381296 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1381758.625000 Penalty: 4909.294434
	Iteration 4Q: 3 clusters Score -1381759 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1382238.375000 Penalty: 4909.294434
	Iteration 5Q: 3 clusters Score -1382238 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1382721.250000 Penalty: 4909.294434
	Iteration 6Q: 3 clusters Score -1382721 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1383183.250000 Penalty: 4909.294434
	Iteration 7Q: 3 clusters Score -1383183 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1383676.250000 Penalty: 4909.294434
	Iteration 8Q: 3 clusters Score -1383676 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1384114.375000 Penalty: 4909.294434
	Iteration 9Q: 3 clusters Score -1384114 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1384520.375000 Penalty: 4909.294434
	Iteration 10Q: 3 clusters Score -1384520 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1384845.500000 Penalty: 4909.294434
	Iteration 11Q: 3 clusters Score -1384846 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1385085.750000 Penalty: 4909.294434
	Iteration 12Q: 3 clusters Score -1385086 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1385265.250000 Penalty: 4909.294434
	Iteration 13Q: 3 clusters Score -1385265 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1385397.250000 Penalty: 4909.294434
	Iteration 14Q: 3 clusters Score -1385397 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1385502.500000 Penalty: 4909.294434
	Iteration 15Q: 3 clusters Score -1385502 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1385573.375000 Penalty: 4909.294434
	Iteration 16Q: 3 clusters Score -1385573 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1385626.375000 Penalty: 4909.294434
	Iteration 17Q: 3 clusters Score -1385626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1385674.000000 Penalty: 4909.294434
	Iteration 18Q: 3 clusters Score -1385674 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1385714.875000 Penalty: 4909.294434
	Iteration 19Q: 3 clusters Score -1385715 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1385764.375000 Penalty: 4909.294434
	Iteration 20F: 3 clusters Score -1385764 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1385799.875000 Penalty: 4909.294434
	Iteration 21Q: 3 clusters Score -1385800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1385835.375000 Penalty: 4909.294434
	Iteration 22Q: 3 clusters Score -1385835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1385876.000000 Penalty: 4909.294434
	Iteration 23Q: 3 clusters Score -1385876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1385912.875000 Penalty: 4909.294434
	Iteration 24Q: 3 clusters Score -1385913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1385946.250000 Penalty: 4909.294434
	Iteration 25Q: 3 clusters Score -1385946 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1385986.125000 Penalty: 4909.294434
	Iteration 26Q: 3 clusters Score -1385986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1386026.250000 Penalty: 4909.294434
	Iteration 27Q: 3 clusters Score -1386026 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1386065.125000 Penalty: 4909.294434
	Iteration 28Q: 3 clusters Score -1386065 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1386093.750000 Penalty: 4909.294434
	Iteration 29Q: 3 clusters Score -1386094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1386131.625000 Penalty: 4909.294434
	Iteration 30Q: 3 clusters Score -1386132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1386172.375000 Penalty: 4909.294434
	Iteration 31Q: 3 clusters Score -1386172 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1386222.125000 Penalty: 4909.294434
	Iteration 32Q: 3 clusters Score -1386222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1386263.125000 Penalty: 4909.294434
	Iteration 33Q: 3 clusters Score -1386263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1386300.375000 Penalty: 4909.294434
	Iteration 34Q: 3 clusters Score -1386300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1386323.750000 Penalty: 4909.294434
	Iteration 35Q: 3 clusters Score -1386324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1386343.500000 Penalty: 4909.294434
	Iteration 36Q: 3 clusters Score -1386344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1386374.500000 Penalty: 4909.294434
	Iteration 37Q: 3 clusters Score -1386374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1386395.875000 Penalty: 4909.294434
	Iteration 38Q: 3 clusters Score -1386396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1386425.875000 Penalty: 4909.294434
	Iteration 39Q: 3 clusters Score -1386426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1386455.250000 Penalty: 4909.294434
	Iteration 40F: 3 clusters Score -1386455 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1386489.000000 Penalty: 4909.294434
	Iteration 41Q: 3 clusters Score -1386489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1386521.625000 Penalty: 4909.294434
	Iteration 42Q: 3 clusters Score -1386522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1386555.500000 Penalty: 4909.294434
	Iteration 43Q: 3 clusters Score -1386556 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1386584.625000 Penalty: 4909.294434
	Iteration 44Q: 3 clusters Score -1386585 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1386624.375000 Penalty: 4909.294434
	Iteration 45Q: 3 clusters Score -1386624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1386666.875000 Penalty: 4909.294434
	Iteration 46Q: 3 clusters Score -1386667 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1386707.625000 Penalty: 4909.294434
	Iteration 47Q: 3 clusters Score -1386708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1386755.250000 Penalty: 4909.294434
	Iteration 48Q: 3 clusters Score -1386755 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1386813.625000 Penalty: 4909.294434
	Iteration 49Q: 3 clusters Score -1386814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1386872.625000 Penalty: 4909.294434
	Iteration 50Q: 3 clusters Score -1386873 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1386925.375000 Penalty: 4909.294434
	Iteration 51Q: 3 clusters Score -1386925 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1386989.750000 Penalty: 4909.294434
	Iteration 52Q: 3 clusters Score -1386990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1387049.875000 Penalty: 4909.294434
	Iteration 53Q: 3 clusters Score -1387050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1387121.000000 Penalty: 4909.294434
	Iteration 54Q: 3 clusters Score -1387121 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1387201.875000 Penalty: 4909.294434
	Iteration 55Q: 3 clusters Score -1387202 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1387270.750000 Penalty: 4909.294434
	Iteration 56Q: 3 clusters Score -1387271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1387349.375000 Penalty: 4909.294434
	Iteration 57Q: 3 clusters Score -1387349 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1387438.875000 Penalty: 4909.294434
	Iteration 58Q: 3 clusters Score -1387439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1387528.500000 Penalty: 4909.294434
	Iteration 59Q: 3 clusters Score -1387528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1387614.875000 Penalty: 4909.294434
	Iteration 60F: 3 clusters Score -1387615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1387692.875000 Penalty: 4909.294434
	Iteration 61Q: 3 clusters Score -1387693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1387761.625000 Penalty: 4909.294434
	Iteration 62Q: 3 clusters Score -1387762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1387826.125000 Penalty: 4909.294434
	Iteration 63Q: 3 clusters Score -1387826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1387875.000000 Penalty: 4909.294434
	Iteration 64Q: 3 clusters Score -1387875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1387919.625000 Penalty: 4909.294434
	Iteration 65Q: 3 clusters Score -1387920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1387950.500000 Penalty: 4909.294434
	Iteration 66Q: 3 clusters Score -1387950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1387974.375000 Penalty: 4909.294434
	Iteration 67Q: 3 clusters Score -1387974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1387995.375000 Penalty: 4909.294434
	Iteration 68Q: 3 clusters Score -1387995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1388017.000000 Penalty: 4909.294434
	Iteration 69Q: 3 clusters Score -1388017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1388034.625000 Penalty: 4909.294434
	Iteration 70Q: 3 clusters Score -1388035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1388047.750000 Penalty: 4909.294434
	Iteration 71Q: 3 clusters Score -1388048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1388058.000000 Penalty: 4909.294434
	Iteration 72Q: 3 clusters Score -1388058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1388061.000000 Penalty: 4909.294434
	Iteration 73Q: 3 clusters Score -1388061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1388069.375000 Penalty: 4909.294434
	Iteration 74Q: 3 clusters Score -1388069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1388071.375000 Penalty: 4909.294434
	Iteration 75Q: 3 clusters Score -1388071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1388079.000000 Penalty: 4909.294434
	Iteration 76Q: 3 clusters Score -1388079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1388081.625000 Penalty: 4909.294434
	Iteration 77Q: 3 clusters Score -1388082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1388085.625000 Penalty: 4909.294434
	Iteration 78Q: 3 clusters Score -1388086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1388087.750000 Penalty: 4909.294434
	Iteration 79Q: 3 clusters Score -1388088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1388088.875000 Penalty: 4909.294434
	Iteration 80F: 3 clusters Score -1388089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1388095.125000 Penalty: 4909.294434
	Iteration 81Q: 3 clusters Score -1388095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1388099.750000 Penalty: 4909.294434
	Iteration 82Q: 3 clusters Score -1388100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1388099.250000 Penalty: 4909.294434
	Iteration 83Q: 3 clusters Score -1388099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1388101.625000 Penalty: 4909.294434
	Iteration 84Q: 3 clusters Score -1388102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1388103.875000 Penalty: 4909.294434
	Iteration 85Q: 3 clusters Score -1388104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1388105.625000 Penalty: 4909.294434
	Iteration 86Q: 3 clusters Score -1388106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1388106.125000 Penalty: 4909.294434
	Iteration 87Q: 3 clusters Score -1388106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1388106.125000 Penalty: 4909.294434
	Iteration 88F: 3 clusters Score -1388106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Entering Unmasked Estep 
Score: -1602896.375000 Penalty: 2462.140381
	Iteration 0F: 2 clusters Score -1602896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1588534.875000 Penalty: 4924.280762
	Iteration 0F: 3 clusters Score -1588535 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1593328.750000 Penalty: 4924.280762
	Iteration 1F: 3 clusters Score -1593329 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1594025.375000 Penalty: 4924.280762
	Iteration 2F: 3 clusters Score -1594025 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1594926.375000 Penalty: 4924.280762
	Iteration 3F: 3 clusters Score -1594926 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1596142.500000 Penalty: 4924.280762
	Iteration 4F: 3 clusters Score -1596142 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1597453.000000 Penalty: 4924.280762
	Iteration 5F: 3 clusters Score -1597453 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1598692.625000 Penalty: 4924.280762
	Iteration 6F: 3 clusters Score -1598693 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1599737.500000 Penalty: 4924.280762
	Iteration 7F: 3 clusters Score -1599738 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1600544.625000 Penalty: 4924.280762
	Iteration 8Q: 3 clusters Score -1600545 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1600985.250000 Penalty: 4924.280762
	Iteration 9Q: 3 clusters Score -1600985 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1601213.750000 Penalty: 4924.280762
	Iteration 10Q: 3 clusters Score -1601214 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1601341.250000 Penalty: 4924.280762
	Iteration 11Q: 3 clusters Score -1601341 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1601416.125000 Penalty: 4924.280762
	Iteration 12Q: 3 clusters Score -1601416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1601460.875000 Penalty: 4924.280762
	Iteration 13Q: 3 clusters Score -1601461 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1601481.500000 Penalty: 4924.280762
	Iteration 14Q: 3 clusters Score -1601482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1601506.375000 Penalty: 4924.280762
	Iteration 15Q: 3 clusters Score -1601506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1601518.625000 Penalty: 4924.280762
	Iteration 16Q: 3 clusters Score -1601519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1601530.750000 Penalty: 4924.280762
	Iteration 17Q: 3 clusters Score -1601531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1601536.250000 Penalty: 4924.280762
	Iteration 18Q: 3 clusters Score -1601536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1601545.125000 Penalty: 4924.280762
	Iteration 19Q: 3 clusters Score -1601545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1601543.375000 Penalty: 4924.280762
	Iteration 20F: 3 clusters Score -1601543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1601544.625000 Penalty: 4924.280762
	Iteration 21Q: 3 clusters Score -1601545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1601546.000000 Penalty: 4924.280762
	Iteration 22Q: 3 clusters Score -1601546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1601547.500000 Penalty: 4924.280762
	Iteration 23Q: 3 clusters Score -1601548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1601548.875000 Penalty: 4924.280762
	Iteration 24Q: 3 clusters Score -1601549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1601545.250000 Penalty: 4924.280762
	Iteration 25Q: 3 clusters Score -1601545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1601548.875000 Penalty: 4924.280762
	Iteration 26Q: 3 clusters Score -1601549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1601551.125000 Penalty: 4924.280762
	Iteration 27Q: 3 clusters Score -1601551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1601548.500000 Penalty: 4924.280762
	Iteration 28Q: 3 clusters Score -1601548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1601550.625000 Penalty: 4924.280762
	Iteration 29Q: 3 clusters Score -1601551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1601550.125000 Penalty: 4924.280762
	Iteration 30Q: 3 clusters Score -1601550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1601551.000000 Penalty: 4924.280762
	Iteration 31Q: 3 clusters Score -1601551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1601551.000000 Penalty: 4924.280762
	Iteration 32F: 3 clusters Score -1601551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Entering Unmasked Estep 
Score: -1870006.250000 Penalty: 2497.469482
	Iteration 0F: 2 clusters Score -1870006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1853618.375000 Penalty: 4994.938965
	Iteration 0F: 3 clusters Score -1853618 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1859396.250000 Penalty: 4994.938965
	Iteration 1F: 3 clusters Score -1859396 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1859936.375000 Penalty: 4994.938965
	Iteration 2F: 3 clusters Score -1859936 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1860490.750000 Penalty: 4994.938965
	Iteration 3F: 3 clusters Score -1860491 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1861232.625000 Penalty: 4994.938965
	Iteration 4F: 3 clusters Score -1861233 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1862188.875000 Penalty: 4994.938965
	Iteration 5F: 3 clusters Score -1862189 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1863346.875000 Penalty: 4994.938965
	Iteration 6F: 3 clusters Score -1863347 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1864537.125000 Penalty: 4994.938965
	Iteration 7F: 3 clusters Score -1864537 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1865581.375000 Penalty: 4994.938965
	Iteration 8F: 3 clusters Score -1865581 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -1866332.625000 Penalty: 4994.938965
	Iteration 9Q: 3 clusters Score -1866333 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1866861.500000 Penalty: 4994.938965
	Iteration 10Q: 3 clusters Score -1866862 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1867341.250000 Penalty: 4994.938965
	Iteration 11Q: 3 clusters Score -1867341 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1867761.250000 Penalty: 4994.938965
	Iteration 12Q: 3 clusters Score -1867761 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1868125.750000 Penalty: 4994.938965
	Iteration 13Q: 3 clusters Score -1868126 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1868421.625000 Penalty: 4994.938965
	Iteration 14Q: 3 clusters Score -1868422 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1868660.125000 Penalty: 4994.938965
	Iteration 15Q: 3 clusters Score -1868660 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1868816.000000 Penalty: 4994.938965
	Iteration 16Q: 3 clusters Score -1868816 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -1868940.750000 Penalty: 4994.938965
	Iteration 17Q: 3 clusters Score -1868941 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1869057.875000 Penalty: 4994.938965
	Iteration 18Q: 3 clusters Score -1869058 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1869156.000000 Penalty: 4994.938965
	Iteration 19Q: 3 clusters Score -1869156 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1869284.375000 Penalty: 4994.938965
	Iteration 20F: 3 clusters Score -1869284 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1869436.750000 Penalty: 4994.938965
	Iteration 21Q: 3 clusters Score -1869437 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1869565.750000 Penalty: 4994.938965
	Iteration 22Q: 3 clusters Score -1869566 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1869685.625000 Penalty: 4994.938965
	Iteration 23Q: 3 clusters Score -1869686 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -1869781.750000 Penalty: 4994.938965
	Iteration 24Q: 3 clusters Score -1869782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1869835.500000 Penalty: 4994.938965
	Iteration 25Q: 3 clusters Score -1869836 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1869884.125000 Penalty: 4994.938965
	Iteration 26Q: 3 clusters Score -1869884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1869962.875000 Penalty: 4994.938965
	Iteration 27Q: 3 clusters Score -1869963 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1870013.875000 Penalty: 4994.938965
	Iteration 28Q: 3 clusters Score -1870014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1870058.250000 Penalty: 4994.938965
	Iteration 29Q: 3 clusters Score -1870058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1870088.000000 Penalty: 4994.938965
	Iteration 30Q: 3 clusters Score -1870088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1870109.125000 Penalty: 4994.938965
	Iteration 31Q: 3 clusters Score -1870109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1870125.000000 Penalty: 4994.938965
	Iteration 32Q: 3 clusters Score -1870125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1870141.500000 Penalty: 4994.938965
	Iteration 33Q: 3 clusters Score -1870142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1870137.625000 Penalty: 4994.938965
	Iteration 34Q: 3 clusters Score -1870138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1870150.000000 Penalty: 4994.938965
	Iteration 35Q: 3 clusters Score -1870150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1870150.375000 Penalty: 4994.938965
	Iteration 36Q: 3 clusters Score -1870150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1870161.000000 Penalty: 4994.938965
	Iteration 37Q: 3 clusters Score -1870161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1870158.500000 Penalty: 4994.938965
	Iteration 38Q: 3 clusters Score -1870158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1870163.875000 Penalty: 4994.938965
	Iteration 39Q: 3 clusters Score -1870164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1870179.125000 Penalty: 4994.938965
	Iteration 40F: 3 clusters Score -1870179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1870185.375000 Penalty: 4994.938965
	Iteration 41Q: 3 clusters Score -1870185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1870181.000000 Penalty: 4994.938965
	Iteration 42Q: 3 clusters Score -1870181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1870187.375000 Penalty: 4994.938965
	Iteration 43Q: 3 clusters Score -1870187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1870192.375000 Penalty: 4994.938965
	Iteration 44Q: 3 clusters Score -1870192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1870191.500000 Penalty: 4994.938965
	Iteration 45Q: 3 clusters Score -1870192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1870194.625000 Penalty: 4994.938965
	Iteration 46Q: 3 clusters Score -1870195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1870196.875000 Penalty: 4994.938965
	Iteration 47Q: 3 clusters Score -1870197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1870196.875000 Penalty: 4994.938965
	Iteration 48Q: 3 clusters Score -1870197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1870201.375000 Penalty: 4994.938965
	Iteration 49Q: 3 clusters Score -1870201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1870197.375000 Penalty: 4994.938965
	Iteration 50Q: 3 clusters Score -1870197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1870196.500000 Penalty: 4994.938965
	Iteration 51Q: 3 clusters Score -1870196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1870195.000000 Penalty: 4994.938965
	Iteration 52Q: 3 clusters Score -1870195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1870196.375000 Penalty: 4994.938965
	Iteration 53Q: 3 clusters Score -1870196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1870197.250000 Penalty: 4994.938965
	Iteration 54Q: 3 clusters Score -1870197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1870196.000000 Penalty: 4994.938965
	Iteration 55Q: 3 clusters Score -1870196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1870198.875000 Penalty: 4994.938965
	Iteration 56Q: 3 clusters Score -1870199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1870198.875000 Penalty: 4994.938965
	Iteration 57F: 3 clusters Score -1870199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253451 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853272 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 32312 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 19399 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 97709 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33618 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15431 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Mstep: Class 34 contains 16594 members 
Entering Unmasked Estep 
Score: -142805024.000000 Penalty: 121549.570312
Splitting cluster 11 changes total score from -142805584.000000 to -142805024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (35293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Entering Unmasked Estep 
Score: -2923985.250000 Penalty: 2596.917236
	Iteration 0F: 2 clusters Score -2923985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2899941.250000 Penalty: 5193.834473
	Iteration 0F: 3 clusters Score -2899941 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2908796.000000 Penalty: 5193.834473
	Iteration 1F: 3 clusters Score -2908796 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2909552.750000 Penalty: 5193.834473
	Iteration 2Q: 3 clusters Score -2909553 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2910366.750000 Penalty: 5193.834473
	Iteration 3Q: 3 clusters Score -2910367 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2911226.750000 Penalty: 5193.834473
	Iteration 4Q: 3 clusters Score -2911227 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2912177.250000 Penalty: 5193.834473
	Iteration 5Q: 3 clusters Score -2912177 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2913307.750000 Penalty: 5193.834473
	Iteration 6F: 3 clusters Score -2913308 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2914499.000000 Penalty: 5193.834473
	Iteration 7F: 3 clusters Score -2914499 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2915655.000000 Penalty: 5193.834473
	Iteration 8F: 3 clusters Score -2915655 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2916641.500000 Penalty: 5193.834473
	Iteration 9Q: 3 clusters Score -2916642 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2917392.500000 Penalty: 5193.834473
	Iteration 10Q: 3 clusters Score -2917392 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2917842.250000 Penalty: 5193.834473
	Iteration 11Q: 3 clusters Score -2917842 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2918110.500000 Penalty: 5193.834473
	Iteration 12Q: 3 clusters Score -2918110 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2918269.750000 Penalty: 5193.834473
	Iteration 13Q: 3 clusters Score -2918270 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2918390.500000 Penalty: 5193.834473
	Iteration 14Q: 3 clusters Score -2918390 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2918490.500000 Penalty: 5193.834473
	Iteration 15Q: 3 clusters Score -2918490 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2918574.500000 Penalty: 5193.834473
	Iteration 16Q: 3 clusters Score -2918574 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2918674.750000 Penalty: 5193.834473
	Iteration 17Q: 3 clusters Score -2918675 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2918797.250000 Penalty: 5193.834473
	Iteration 18Q: 3 clusters Score -2918797 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2918899.250000 Penalty: 5193.834473
	Iteration 19Q: 3 clusters Score -2918899 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2919002.750000 Penalty: 5193.834473
	Iteration 20F: 3 clusters Score -2919003 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2919141.250000 Penalty: 5193.834473
	Iteration 21Q: 3 clusters Score -2919141 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2919257.000000 Penalty: 5193.834473
	Iteration 22Q: 3 clusters Score -2919257 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2919380.500000 Penalty: 5193.834473
	Iteration 23Q: 3 clusters Score -2919380 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2919495.500000 Penalty: 5193.834473
	Iteration 24Q: 3 clusters Score -2919496 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2919612.250000 Penalty: 5193.834473
	Iteration 25Q: 3 clusters Score -2919612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2919736.750000 Penalty: 5193.834473
	Iteration 26Q: 3 clusters Score -2919737 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2919871.000000 Penalty: 5193.834473
	Iteration 27Q: 3 clusters Score -2919871 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2920028.500000 Penalty: 5193.834473
	Iteration 28Q: 3 clusters Score -2920028 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2920175.750000 Penalty: 5193.834473
	Iteration 29Q: 3 clusters Score -2920176 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2920348.750000 Penalty: 5193.834473
	Iteration 30Q: 3 clusters Score -2920349 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2920489.000000 Penalty: 5193.834473
	Iteration 31Q: 3 clusters Score -2920489 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2920644.500000 Penalty: 5193.834473
	Iteration 32Q: 3 clusters Score -2920644 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2920774.750000 Penalty: 5193.834473
	Iteration 33Q: 3 clusters Score -2920775 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2920904.500000 Penalty: 5193.834473
	Iteration 34Q: 3 clusters Score -2920904 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2921037.000000 Penalty: 5193.834473
	Iteration 35Q: 3 clusters Score -2921037 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2921167.500000 Penalty: 5193.834473
	Iteration 36Q: 3 clusters Score -2921168 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2921245.750000 Penalty: 5193.834473
	Iteration 37Q: 3 clusters Score -2921246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2921321.500000 Penalty: 5193.834473
	Iteration 38Q: 3 clusters Score -2921322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2921385.750000 Penalty: 5193.834473
	Iteration 39Q: 3 clusters Score -2921386 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2921450.000000 Penalty: 5193.834473
	Iteration 40F: 3 clusters Score -2921450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2921507.250000 Penalty: 5193.834473
	Iteration 41Q: 3 clusters Score -2921507 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2921541.750000 Penalty: 5193.834473
	Iteration 42Q: 3 clusters Score -2921542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2921571.250000 Penalty: 5193.834473
	Iteration 43Q: 3 clusters Score -2921571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2921593.250000 Penalty: 5193.834473
	Iteration 44Q: 3 clusters Score -2921593 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2921618.500000 Penalty: 5193.834473
	Iteration 45Q: 3 clusters Score -2921618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2921627.250000 Penalty: 5193.834473
	Iteration 46Q: 3 clusters Score -2921627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2921647.500000 Penalty: 5193.834473
	Iteration 47Q: 3 clusters Score -2921648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2921663.750000 Penalty: 5193.834473
	Iteration 48Q: 3 clusters Score -2921664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2921673.250000 Penalty: 5193.834473
	Iteration 49Q: 3 clusters Score -2921673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2921682.000000 Penalty: 5193.834473
	Iteration 50Q: 3 clusters Score -2921682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2921692.500000 Penalty: 5193.834473
	Iteration 51Q: 3 clusters Score -2921692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2921698.500000 Penalty: 5193.834473
	Iteration 52Q: 3 clusters Score -2921698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2921700.750000 Penalty: 5193.834473
	Iteration 53Q: 3 clusters Score -2921701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2921704.250000 Penalty: 5193.834473
	Iteration 54Q: 3 clusters Score -2921704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2921708.500000 Penalty: 5193.834473
	Iteration 55Q: 3 clusters Score -2921708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2921713.000000 Penalty: 5193.834473
	Iteration 56Q: 3 clusters Score -2921713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2921714.250000 Penalty: 5193.834473
	Iteration 57Q: 3 clusters Score -2921714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2921717.500000 Penalty: 5193.834473
	Iteration 58Q: 3 clusters Score -2921718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2921719.250000 Penalty: 5193.834473
	Iteration 59Q: 3 clusters Score -2921719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2921718.500000 Penalty: 5193.834473
	Iteration 60F: 3 clusters Score -2921718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2921724.000000 Penalty: 5193.834473
	Iteration 61Q: 3 clusters Score -2921724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2921728.750000 Penalty: 5193.834473
	Iteration 62Q: 3 clusters Score -2921729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2921725.500000 Penalty: 5193.834473
	Iteration 63Q: 3 clusters Score -2921726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2921726.500000 Penalty: 5193.834473
	Iteration 64Q: 3 clusters Score -2921726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2921726.500000 Penalty: 5193.834473
	Iteration 65F: 3 clusters Score -2921726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Entering Unmasked Estep 
Score: -2654182.000000 Penalty: 2575.032227
	Iteration 0F: 2 clusters Score -2654182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2632287.250000 Penalty: 5150.064453
	Iteration 0F: 3 clusters Score -2632287 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2640401.250000 Penalty: 5150.064453
	Iteration 1F: 3 clusters Score -2640401 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2641004.750000 Penalty: 5150.064453
	Iteration 2Q: 3 clusters Score -2641005 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2641537.250000 Penalty: 5150.064453
	Iteration 3Q: 3 clusters Score -2641537 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2642079.500000 Penalty: 5150.064453
	Iteration 4Q: 3 clusters Score -2642080 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2642627.500000 Penalty: 5150.064453
	Iteration 5Q: 3 clusters Score -2642628 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2643150.750000 Penalty: 5150.064453
	Iteration 6Q: 3 clusters Score -2643151 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2643760.500000 Penalty: 5150.064453
	Iteration 7Q: 3 clusters Score -2643760 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2644491.750000 Penalty: 5150.064453
	Iteration 8Q: 3 clusters Score -2644492 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2645316.500000 Penalty: 5150.064453
	Iteration 9Q: 3 clusters Score -2645316 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2646239.500000 Penalty: 5150.064453
	Iteration 10Q: 3 clusters Score -2646240 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2647221.250000 Penalty: 5150.064453
	Iteration 11Q: 3 clusters Score -2647221 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2647959.500000 Penalty: 5150.064453
	Iteration 12Q: 3 clusters Score -2647960 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2648451.250000 Penalty: 5150.064453
	Iteration 13Q: 3 clusters Score -2648451 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2648703.000000 Penalty: 5150.064453
	Iteration 14Q: 3 clusters Score -2648703 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2648883.500000 Penalty: 5150.064453
	Iteration 15Q: 3 clusters Score -2648884 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2649015.250000 Penalty: 5150.064453
	Iteration 16Q: 3 clusters Score -2649015 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2649132.750000 Penalty: 5150.064453
	Iteration 17Q: 3 clusters Score -2649133 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2649249.250000 Penalty: 5150.064453
	Iteration 18Q: 3 clusters Score -2649249 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2649356.750000 Penalty: 5150.064453
	Iteration 19Q: 3 clusters Score -2649357 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2649464.750000 Penalty: 5150.064453
	Iteration 20F: 3 clusters Score -2649465 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2649575.000000 Penalty: 5150.064453
	Iteration 21Q: 3 clusters Score -2649575 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2649681.750000 Penalty: 5150.064453
	Iteration 22Q: 3 clusters Score -2649682 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2649775.250000 Penalty: 5150.064453
	Iteration 23Q: 3 clusters Score -2649775 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2649891.750000 Penalty: 5150.064453
	Iteration 24Q: 3 clusters Score -2649892 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2650023.500000 Penalty: 5150.064453
	Iteration 25Q: 3 clusters Score -2650024 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2650146.500000 Penalty: 5150.064453
	Iteration 26Q: 3 clusters Score -2650146 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2650249.500000 Penalty: 5150.064453
	Iteration 27Q: 3 clusters Score -2650250 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2650364.000000 Penalty: 5150.064453
	Iteration 28Q: 3 clusters Score -2650364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2650473.750000 Penalty: 5150.064453
	Iteration 29Q: 3 clusters Score -2650474 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2650551.750000 Penalty: 5150.064453
	Iteration 30Q: 3 clusters Score -2650552 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2650651.000000 Penalty: 5150.064453
	Iteration 31Q: 3 clusters Score -2650651 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -2650722.250000 Penalty: 5150.064453
	Iteration 32Q: 3 clusters Score -2650722 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -2650822.250000 Penalty: 5150.064453
	Iteration 33Q: 3 clusters Score -2650822 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -2650915.000000 Penalty: 5150.064453
	Iteration 34Q: 3 clusters Score -2650915 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2651007.750000 Penalty: 5150.064453
	Iteration 35Q: 3 clusters Score -2651008 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -2651104.000000 Penalty: 5150.064453
	Iteration 36Q: 3 clusters Score -2651104 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2651201.500000 Penalty: 5150.064453
	Iteration 37Q: 3 clusters Score -2651202 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2651303.750000 Penalty: 5150.064453
	Iteration 38Q: 3 clusters Score -2651304 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -2651394.500000 Penalty: 5150.064453
	Iteration 39Q: 3 clusters Score -2651394 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -2651475.250000 Penalty: 5150.064453
	Iteration 40F: 3 clusters Score -2651475 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -2651562.250000 Penalty: 5150.064453
	Iteration 41Q: 3 clusters Score -2651562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -2651646.500000 Penalty: 5150.064453
	Iteration 42Q: 3 clusters Score -2651646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -2651721.000000 Penalty: 5150.064453
	Iteration 43Q: 3 clusters Score -2651721 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -2651793.750000 Penalty: 5150.064453
	Iteration 44Q: 3 clusters Score -2651794 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -2651861.750000 Penalty: 5150.064453
	Iteration 45Q: 3 clusters Score -2651862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -2651928.500000 Penalty: 5150.064453
	Iteration 46Q: 3 clusters Score -2651928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -2651987.250000 Penalty: 5150.064453
	Iteration 47Q: 3 clusters Score -2651987 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -2652054.750000 Penalty: 5150.064453
	Iteration 48Q: 3 clusters Score -2652055 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -2652125.250000 Penalty: 5150.064453
	Iteration 49Q: 3 clusters Score -2652125 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -2652165.750000 Penalty: 5150.064453
	Iteration 50Q: 3 clusters Score -2652166 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -2652210.750000 Penalty: 5150.064453
	Iteration 51Q: 3 clusters Score -2652211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -2652243.250000 Penalty: 5150.064453
	Iteration 52Q: 3 clusters Score -2652243 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -2652280.500000 Penalty: 5150.064453
	Iteration 53Q: 3 clusters Score -2652280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -2652315.750000 Penalty: 5150.064453
	Iteration 54Q: 3 clusters Score -2652316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -2652340.750000 Penalty: 5150.064453
	Iteration 55Q: 3 clusters Score -2652341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -2652370.250000 Penalty: 5150.064453
	Iteration 56Q: 3 clusters Score -2652370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -2652386.250000 Penalty: 5150.064453
	Iteration 57Q: 3 clusters Score -2652386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -2652406.750000 Penalty: 5150.064453
	Iteration 58Q: 3 clusters Score -2652407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -2652416.000000 Penalty: 5150.064453
	Iteration 59Q: 3 clusters Score -2652416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -2652432.750000 Penalty: 5150.064453
	Iteration 60F: 3 clusters Score -2652433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -2652452.250000 Penalty: 5150.064453
	Iteration 61Q: 3 clusters Score -2652452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -2652472.250000 Penalty: 5150.064453
	Iteration 62Q: 3 clusters Score -2652472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -2652488.000000 Penalty: 5150.064453
	Iteration 63Q: 3 clusters Score -2652488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -2652501.250000 Penalty: 5150.064453
	Iteration 64Q: 3 clusters Score -2652501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -2652508.500000 Penalty: 5150.064453
	Iteration 65Q: 3 clusters Score -2652508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -2652513.500000 Penalty: 5150.064453
	Iteration 66Q: 3 clusters Score -2652514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -2652518.000000 Penalty: 5150.064453
	Iteration 67Q: 3 clusters Score -2652518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -2652522.000000 Penalty: 5150.064453
	Iteration 68Q: 3 clusters Score -2652522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -2652525.750000 Penalty: 5150.064453
	Iteration 69Q: 3 clusters Score -2652526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -2652527.750000 Penalty: 5150.064453
	Iteration 70Q: 3 clusters Score -2652528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2652529.000000 Penalty: 5150.064453
	Iteration 71Q: 3 clusters Score -2652529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -2652533.750000 Penalty: 5150.064453
	Iteration 72Q: 3 clusters Score -2652534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -2652532.750000 Penalty: 5150.064453
	Iteration 73Q: 3 clusters Score -2652533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -2652532.750000 Penalty: 5150.064453
	Iteration 74F: 3 clusters Score -2652533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Entering Unmasked Estep 
Score: -2344903.000000 Penalty: 2541.556396
	Iteration 0F: 2 clusters Score -2344903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2325518.000000 Penalty: 5083.112793
	Iteration 0F: 3 clusters Score -2325518 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2332336.000000 Penalty: 5083.112793
	Iteration 1F: 3 clusters Score -2332336 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2332697.500000 Penalty: 5083.112793
	Iteration 2Q: 3 clusters Score -2332698 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2332978.500000 Penalty: 5083.112793
	Iteration 3Q: 3 clusters Score -2332978 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2333216.250000 Penalty: 5083.112793
	Iteration 4Q: 3 clusters Score -2333216 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2333443.000000 Penalty: 5083.112793
	Iteration 5Q: 3 clusters Score -2333443 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2333675.750000 Penalty: 5083.112793
	Iteration 6Q: 3 clusters Score -2333676 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2334017.250000 Penalty: 5083.112793
	Iteration 7Q: 3 clusters Score -2334017 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2334468.000000 Penalty: 5083.112793
	Iteration 8Q: 3 clusters Score -2334468 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2335135.500000 Penalty: 5083.112793
	Iteration 9Q: 3 clusters Score -2335136 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2336095.250000 Penalty: 5083.112793
	Iteration 10F: 3 clusters Score -2336095 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2337440.000000 Penalty: 5083.112793
	Iteration 11F: 3 clusters Score -2337440 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2338975.500000 Penalty: 5083.112793
	Iteration 12F: 3 clusters Score -2338976 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2340322.750000 Penalty: 5083.112793
	Iteration 13F: 3 clusters Score -2340323 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2341316.000000 Penalty: 5083.112793
	Iteration 14Q: 3 clusters Score -2341316 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2341895.750000 Penalty: 5083.112793
	Iteration 15Q: 3 clusters Score -2341896 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -2342229.000000 Penalty: 5083.112793
	Iteration 16Q: 3 clusters Score -2342229 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -2342395.000000 Penalty: 5083.112793
	Iteration 17Q: 3 clusters Score -2342395 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2342518.750000 Penalty: 5083.112793
	Iteration 18Q: 3 clusters Score -2342519 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -2342584.500000 Penalty: 5083.112793
	Iteration 19Q: 3 clusters Score -2342584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2342627.500000 Penalty: 5083.112793
	Iteration 20F: 3 clusters Score -2342628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -2342657.250000 Penalty: 5083.112793
	Iteration 21Q: 3 clusters Score -2342657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -2342672.500000 Penalty: 5083.112793
	Iteration 22Q: 3 clusters Score -2342672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2342684.750000 Penalty: 5083.112793
	Iteration 23Q: 3 clusters Score -2342685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2342696.500000 Penalty: 5083.112793
	Iteration 24Q: 3 clusters Score -2342696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -2342707.750000 Penalty: 5083.112793
	Iteration 25Q: 3 clusters Score -2342708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -2342712.000000 Penalty: 5083.112793
	Iteration 26Q: 3 clusters Score -2342712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -2342721.500000 Penalty: 5083.112793
	Iteration 27Q: 3 clusters Score -2342722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2342718.250000 Penalty: 5083.112793
	Iteration 28Q: 3 clusters Score -2342718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -2342720.250000 Penalty: 5083.112793
	Iteration 29Q: 3 clusters Score -2342720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -2342720.000000 Penalty: 5083.112793
	Iteration 30Q: 3 clusters Score -2342720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -2342721.500000 Penalty: 5083.112793
	Iteration 31Q: 3 clusters Score -2342722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -2342720.500000 Penalty: 5083.112793
	Iteration 32Q: 3 clusters Score -2342720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2342725.750000 Penalty: 5083.112793
	Iteration 33Q: 3 clusters Score -2342726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -2342725.500000 Penalty: 5083.112793
	Iteration 34Q: 3 clusters Score -2342726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -2342725.500000 Penalty: 5083.112793
	Iteration 35F: 3 clusters Score -2342726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Entering Unmasked Estep 
Score: -4213031.500000 Penalty: 2689.012207
	Iteration 0F: 2 clusters Score -4213032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4178498.250000 Penalty: 5378.024414
	Iteration 0F: 3 clusters Score -4178498 nChanged 23636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -4191596.250000 Penalty: 5378.024414
	Iteration 1F: 3 clusters Score -4191596 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4192184.000000 Penalty: 5378.024414
	Iteration 2Q: 3 clusters Score -4192184 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -4192754.750000 Penalty: 5378.024414
	Iteration 3Q: 3 clusters Score -4192755 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4193453.750000 Penalty: 5378.024414
	Iteration 4Q: 3 clusters Score -4193454 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -4194259.750000 Penalty: 5378.024414
	Iteration 5Q: 3 clusters Score -4194260 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4195290.500000 Penalty: 5378.024414
	Iteration 6Q: 3 clusters Score -4195290 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4196657.000000 Penalty: 5378.024414
	Iteration 7F: 3 clusters Score -4196657 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -4198513.000000 Penalty: 5378.024414
	Iteration 8F: 3 clusters Score -4198513 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4200899.000000 Penalty: 5378.024414
	Iteration 9F: 3 clusters Score -4200899 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -4203567.500000 Penalty: 5378.024414
	Iteration 10F: 3 clusters Score -4203568 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -4206236.000000 Penalty: 5378.024414
	Iteration 11F: 3 clusters Score -4206236 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4208422.000000 Penalty: 5378.024414
	Iteration 12Q: 3 clusters Score -4208422 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4209722.000000 Penalty: 5378.024414
	Iteration 13Q: 3 clusters Score -4209722 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4210405.000000 Penalty: 5378.024414
	Iteration 14Q: 3 clusters Score -4210405 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4210812.500000 Penalty: 5378.024414
	Iteration 15Q: 3 clusters Score -4210812 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4211004.000000 Penalty: 5378.024414
	Iteration 16Q: 3 clusters Score -4211004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4211124.000000 Penalty: 5378.024414
	Iteration 17Q: 3 clusters Score -4211124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4211187.500000 Penalty: 5378.024414
	Iteration 18Q: 3 clusters Score -4211188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4211227.500000 Penalty: 5378.024414
	Iteration 19Q: 3 clusters Score -4211228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4211253.000000 Penalty: 5378.024414
	Iteration 20F: 3 clusters Score -4211253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4211267.500000 Penalty: 5378.024414
	Iteration 21Q: 3 clusters Score -4211268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4211276.500000 Penalty: 5378.024414
	Iteration 22Q: 3 clusters Score -4211276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4211281.000000 Penalty: 5378.024414
	Iteration 23Q: 3 clusters Score -4211281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4211284.500000 Penalty: 5378.024414
	Iteration 24Q: 3 clusters Score -4211284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4211295.500000 Penalty: 5378.024414
	Iteration 25Q: 3 clusters Score -4211296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4211299.500000 Penalty: 5378.024414
	Iteration 26Q: 3 clusters Score -4211300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4211310.000000 Penalty: 5378.024414
	Iteration 27Q: 3 clusters Score -4211310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4211312.500000 Penalty: 5378.024414
	Iteration 28Q: 3 clusters Score -4211312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4211314.500000 Penalty: 5378.024414
	Iteration 29Q: 3 clusters Score -4211314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4211321.500000 Penalty: 5378.024414
	Iteration 30Q: 3 clusters Score -4211322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4211322.500000 Penalty: 5378.024414
	Iteration 31Q: 3 clusters Score -4211322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4211319.500000 Penalty: 5378.024414
	Iteration 32Q: 3 clusters Score -4211320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4211319.500000 Penalty: 5378.024414
	Iteration 33F: 3 clusters Score -4211320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Entering Unmasked Estep 
Score: -1532350.625000 Penalty: 2448.498291
	Iteration 0F: 2 clusters Score -1532351 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 9624 members 
Entering Unmasked Estep 
Score: -1518716.250000 Penalty: 4896.996582
	Iteration 0F: 3 clusters Score -1518716 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1523258.125000 Penalty: 4896.996582
	Iteration 1F: 3 clusters Score -1523258 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1523681.125000 Penalty: 4896.996582
	Iteration 2F: 3 clusters Score -1523681 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1524031.375000 Penalty: 4896.996582
	Iteration 3Q: 3 clusters Score -1524031 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1524432.875000 Penalty: 4896.996582
	Iteration 4Q: 3 clusters Score -1524433 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1525017.375000 Penalty: 4896.996582
	Iteration 5F: 3 clusters Score -1525017 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1525812.875000 Penalty: 4896.996582
	Iteration 6F: 3 clusters Score -1525813 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1526808.125000 Penalty: 4896.996582
	Iteration 7F: 3 clusters Score -1526808 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1527837.500000 Penalty: 4896.996582
	Iteration 8F: 3 clusters Score -1527838 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1528766.375000 Penalty: 4896.996582
	Iteration 9F: 3 clusters Score -1528766 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1529518.250000 Penalty: 4896.996582
	Iteration 10Q: 3 clusters Score -1529518 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1530190.125000 Penalty: 4896.996582
	Iteration 11Q: 3 clusters Score -1530190 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1530717.000000 Penalty: 4896.996582
	Iteration 12Q: 3 clusters Score -1530717 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1531036.250000 Penalty: 4896.996582
	Iteration 13Q: 3 clusters Score -1531036 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1531159.750000 Penalty: 4896.996582
	Iteration 14Q: 3 clusters Score -1531160 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1531221.500000 Penalty: 4896.996582
	Iteration 15Q: 3 clusters Score -1531222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1531251.500000 Penalty: 4896.996582
	Iteration 16Q: 3 clusters Score -1531252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1531268.625000 Penalty: 4896.996582
	Iteration 17Q: 3 clusters Score -1531269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1531270.500000 Penalty: 4896.996582
	Iteration 18Q: 3 clusters Score -1531270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1531276.750000 Penalty: 4896.996582
	Iteration 19Q: 3 clusters Score -1531277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1531280.625000 Penalty: 4896.996582
	Iteration 20F: 3 clusters Score -1531281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1531281.875000 Penalty: 4896.996582
	Iteration 21Q: 3 clusters Score -1531282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1531282.250000 Penalty: 4896.996582
	Iteration 22Q: 3 clusters Score -1531282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1531282.125000 Penalty: 4896.996582
	Iteration 23Q: 3 clusters Score -1531282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1531283.875000 Penalty: 4896.996582
	Iteration 24Q: 3 clusters Score -1531284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1531284.250000 Penalty: 4896.996582
	Iteration 25Q: 3 clusters Score -1531284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1531286.500000 Penalty: 4896.996582
	Iteration 26Q: 3 clusters Score -1531286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1531287.875000 Penalty: 4896.996582
	Iteration 27Q: 3 clusters Score -1531288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1531284.625000 Penalty: 4896.996582
	Iteration 28Q: 3 clusters Score -1531285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1531284.625000 Penalty: 4896.996582
	Iteration 29F: 3 clusters Score -1531285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -299071.406250 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -299071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -295174.656250 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -295174.7 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -296012.031250 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -296012 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -296190.968750 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -296191 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -296310.500000 Penalty: 4104.081055
	Iteration 3Q: 3 clusters Score -296310.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -296387.593750 Penalty: 4104.081055
	Iteration 4Q: 3 clusters Score -296387.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -296450.937500 Penalty: 4104.081055
	Iteration 5Q: 3 clusters Score -296450.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -296515.375000 Penalty: 4104.081055
	Iteration 6Q: 3 clusters Score -296515.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -296567.468750 Penalty: 4104.081055
	Iteration 7Q: 3 clusters Score -296567.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -296612.437500 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -296612.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -296651.812500 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -296651.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -296685.093750 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -296685.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -296730.812500 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -296730.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -296783.906250 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -296783.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -296843.625000 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -296843.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -296918.468750 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -296918.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -297016.593750 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -297016.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -297116.187500 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -297116.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -297217.031250 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -297217 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -297303.843750 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -297303.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -297367.062500 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -297367.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -297431.312500 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -297431.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -297481.468750 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -297481.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -297523.406250 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -297523.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -297553.468750 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -297553.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -297571.406250 Penalty: 4104.081055
	Iteration 24Q: 3 clusters Score -297571.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -297585.437500 Penalty: 4104.081055
	Iteration 25Q: 3 clusters Score -297585.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -297594.468750 Penalty: 4104.081055
	Iteration 26Q: 3 clusters Score -297594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -297601.031250 Penalty: 4104.081055
	Iteration 27Q: 3 clusters Score -297601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -297609.656250 Penalty: 4104.081055
	Iteration 28Q: 3 clusters Score -297609.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -297618.218750 Penalty: 4104.081055
	Iteration 29Q: 3 clusters Score -297618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -297622.031250 Penalty: 4104.081055
	Iteration 30Q: 3 clusters Score -297622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -297626.968750 Penalty: 4104.081055
	Iteration 31Q: 3 clusters Score -297627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -297630.531250 Penalty: 4104.081055
	Iteration 32Q: 3 clusters Score -297630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -297632.218750 Penalty: 4104.081055
	Iteration 33Q: 3 clusters Score -297632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -297634.718750 Penalty: 4104.081055
	Iteration 34Q: 3 clusters Score -297634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -297637.062500 Penalty: 4104.081055
	Iteration 35Q: 3 clusters Score -297637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -297638.156250 Penalty: 4104.081055
	Iteration 36Q: 3 clusters Score -297638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -297640.625000 Penalty: 4104.081055
	Iteration 37Q: 3 clusters Score -297640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -297640.875000 Penalty: 4104.081055
	Iteration 38Q: 3 clusters Score -297640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -297640.875000 Penalty: 4104.081055
	Iteration 39F: 3 clusters Score -297640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Entering Unmasked Estep 
Score: -3008014.000000 Penalty: 2617.751221
	Iteration 0F: 2 clusters Score -3008014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2981902.000000 Penalty: 5235.502441
	Iteration 0F: 3 clusters Score -2981902 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2991412.250000 Penalty: 5235.502441
	Iteration 1F: 3 clusters Score -2991412 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2991882.000000 Penalty: 5235.502441
	Iteration 2Q: 3 clusters Score -2991882 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2992348.500000 Penalty: 5235.502441
	Iteration 3Q: 3 clusters Score -2992348 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2992826.500000 Penalty: 5235.502441
	Iteration 4Q: 3 clusters Score -2992826 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2993435.250000 Penalty: 5235.502441
	Iteration 5Q: 3 clusters Score -2993435 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2994107.000000 Penalty: 5235.502441
	Iteration 6Q: 3 clusters Score -2994107 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2994792.750000 Penalty: 5235.502441
	Iteration 7Q: 3 clusters Score -2994793 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2995557.250000 Penalty: 5235.502441
	Iteration 8Q: 3 clusters Score -2995557 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2996389.000000 Penalty: 5235.502441
	Iteration 9Q: 3 clusters Score -2996389 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2997287.750000 Penalty: 5235.502441
	Iteration 10Q: 3 clusters Score -2997288 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2998082.250000 Penalty: 5235.502441
	Iteration 11Q: 3 clusters Score -2998082 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2998820.750000 Penalty: 5235.502441
	Iteration 12Q: 3 clusters Score -2998821 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2999524.000000 Penalty: 5235.502441
	Iteration 13Q: 3 clusters Score -2999524 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3000171.750000 Penalty: 5235.502441
	Iteration 14Q: 3 clusters Score -3000172 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3000912.250000 Penalty: 5235.502441
	Iteration 15Q: 3 clusters Score -3000912 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3001777.250000 Penalty: 5235.502441
	Iteration 16Q: 3 clusters Score -3001777 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3002649.750000 Penalty: 5235.502441
	Iteration 17Q: 3 clusters Score -3002650 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3003283.500000 Penalty: 5235.502441
	Iteration 18Q: 3 clusters Score -3003284 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -3003770.250000 Penalty: 5235.502441
	Iteration 19Q: 3 clusters Score -3003770 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -3004193.000000 Penalty: 5235.502441
	Iteration 20F: 3 clusters Score -3004193 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3004543.750000 Penalty: 5235.502441
	Iteration 21Q: 3 clusters Score -3004544 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3004798.500000 Penalty: 5235.502441
	Iteration 22Q: 3 clusters Score -3004798 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3004980.000000 Penalty: 5235.502441
	Iteration 23Q: 3 clusters Score -3004980 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -3005113.750000 Penalty: 5235.502441
	Iteration 24Q: 3 clusters Score -3005114 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3005226.750000 Penalty: 5235.502441
	Iteration 25Q: 3 clusters Score -3005227 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3005333.000000 Penalty: 5235.502441
	Iteration 26Q: 3 clusters Score -3005333 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3005388.250000 Penalty: 5235.502441
	Iteration 27Q: 3 clusters Score -3005388 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3005458.750000 Penalty: 5235.502441
	Iteration 28Q: 3 clusters Score -3005459 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3005498.500000 Penalty: 5235.502441
	Iteration 29Q: 3 clusters Score -3005498 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3005555.250000 Penalty: 5235.502441
	Iteration 30Q: 3 clusters Score -3005555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3005599.000000 Penalty: 5235.502441
	Iteration 31Q: 3 clusters Score -3005599 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3005627.250000 Penalty: 5235.502441
	Iteration 32Q: 3 clusters Score -3005627 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3005664.500000 Penalty: 5235.502441
	Iteration 33Q: 3 clusters Score -3005664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3005688.000000 Penalty: 5235.502441
	Iteration 34Q: 3 clusters Score -3005688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3005720.750000 Penalty: 5235.502441
	Iteration 35Q: 3 clusters Score -3005721 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3005746.750000 Penalty: 5235.502441
	Iteration 36Q: 3 clusters Score -3005747 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3005753.500000 Penalty: 5235.502441
	Iteration 37Q: 3 clusters Score -3005754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3005777.500000 Penalty: 5235.502441
	Iteration 38Q: 3 clusters Score -3005778 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3005802.750000 Penalty: 5235.502441
	Iteration 39Q: 3 clusters Score -3005803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3005823.000000 Penalty: 5235.502441
	Iteration 40F: 3 clusters Score -3005823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3005843.750000 Penalty: 5235.502441
	Iteration 41Q: 3 clusters Score -3005844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3005853.500000 Penalty: 5235.502441
	Iteration 42Q: 3 clusters Score -3005854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3005852.250000 Penalty: 5235.502441
	Iteration 43Q: 3 clusters Score -3005852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3005859.750000 Penalty: 5235.502441
	Iteration 44Q: 3 clusters Score -3005860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3005866.500000 Penalty: 5235.502441
	Iteration 45Q: 3 clusters Score -3005866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3005864.000000 Penalty: 5235.502441
	Iteration 46Q: 3 clusters Score -3005864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3005875.500000 Penalty: 5235.502441
	Iteration 47Q: 3 clusters Score -3005876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3005875.000000 Penalty: 5235.502441
	Iteration 48Q: 3 clusters Score -3005875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3005882.500000 Penalty: 5235.502441
	Iteration 49Q: 3 clusters Score -3005882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3005888.750000 Penalty: 5235.502441
	Iteration 50Q: 3 clusters Score -3005889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3005888.750000 Penalty: 5235.502441
	Iteration 51Q: 3 clusters Score -3005889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3005891.750000 Penalty: 5235.502441
	Iteration 52Q: 3 clusters Score -3005892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3005891.000000 Penalty: 5235.502441
	Iteration 53Q: 3 clusters Score -3005891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3005895.000000 Penalty: 5235.502441
	Iteration 54Q: 3 clusters Score -3005895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3005898.750000 Penalty: 5235.502441
	Iteration 55Q: 3 clusters Score -3005899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3005901.250000 Penalty: 5235.502441
	Iteration 56Q: 3 clusters Score -3005901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3005899.250000 Penalty: 5235.502441
	Iteration 57Q: 3 clusters Score -3005899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3005901.500000 Penalty: 5235.502441
	Iteration 58Q: 3 clusters Score -3005902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3005903.000000 Penalty: 5235.502441
	Iteration 59Q: 3 clusters Score -3005903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3005906.500000 Penalty: 5235.502441
	Iteration 60F: 3 clusters Score -3005906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3005901.750000 Penalty: 5235.502441
	Iteration 61Q: 3 clusters Score -3005902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3005901.750000 Penalty: 5235.502441
	Iteration 62F: 3 clusters Score -3005902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -344975.656250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -344975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -340821.125000 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -340821.1 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -341762.250000 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -341762.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -341958.281250 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -341958.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -342054.343750 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -342054.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -342117.187500 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -342117.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -342162.281250 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -342162.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -342199.687500 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -342199.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -342224.375000 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -342224.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -342245.656250 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -342245.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -342266.656250 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -342266.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -342277.156250 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -342277.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -342284.312500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -342284.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -342292.218750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -342292.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -342299.531250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -342299.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -342307.750000 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -342307.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -342316.718750 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -342316.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -342327.312500 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -342327.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -342339.406250 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -342339.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -342351.187500 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -342351.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -342361.531250 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -342361.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -342373.531250 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -342373.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -342385.375000 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -342385.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -342396.437500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -342396.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -342410.750000 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -342410.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -342427.125000 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -342427.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -342443.281250 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -342443.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -342458.250000 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -342458.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -342481.562500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -342481.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -342498.750000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -342498.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -342516.312500 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -342516.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -342536.281250 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -342536.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -342555.781250 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -342555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -342574.187500 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -342574.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -342600.000000 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -342600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -342631.562500 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -342631.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -342664.593750 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -342664.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -342703.687500 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -342703.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -342737.718750 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -342737.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -342774.250000 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -342774.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -342808.625000 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -342808.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -342834.937500 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -342834.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -342851.843750 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -342851.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -342863.562500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -342863.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -342885.843750 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -342885.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -342906.281250 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -342906.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -342918.750000 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -342918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -342930.593750 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -342930.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -342941.468750 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -342941.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -342952.062500 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -342952.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -342963.875000 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -342963.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -342974.000000 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -342974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -342984.750000 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -342984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -342992.031250 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -342992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -342998.812500 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -342998.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -343005.781250 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -343005.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -343014.500000 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -343014.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -343021.187500 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -343021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -343028.687500 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -343028.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -343034.687500 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -343034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -343036.562500 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -343036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -343037.562500 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -343037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -343037.875000 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -343037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -343040.125000 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -343040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -343042.062500 Penalty: 4161.685547
	Iteration 63Q: 3 clusters Score -343042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -343043.281250 Penalty: 4161.685547
	Iteration 64Q: 3 clusters Score -343043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -343046.500000 Penalty: 4161.685547
	Iteration 65Q: 3 clusters Score -343046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -343050.406250 Penalty: 4161.685547
	Iteration 66Q: 3 clusters Score -343050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -343052.812500 Penalty: 4161.685547
	Iteration 67Q: 3 clusters Score -343052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -343055.250000 Penalty: 4161.685547
	Iteration 68Q: 3 clusters Score -343055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -343057.187500 Penalty: 4161.685547
	Iteration 69Q: 3 clusters Score -343057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -343060.468750 Penalty: 4161.685547
	Iteration 70Q: 3 clusters Score -343060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -343063.156250 Penalty: 4161.685547
	Iteration 71Q: 3 clusters Score -343063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -343065.531250 Penalty: 4161.685547
	Iteration 72Q: 3 clusters Score -343065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -343067.937500 Penalty: 4161.685547
	Iteration 73Q: 3 clusters Score -343067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -343068.812500 Penalty: 4161.685547
	Iteration 74Q: 3 clusters Score -343068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -343071.406250 Penalty: 4161.685547
	Iteration 75Q: 3 clusters Score -343071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -343073.718750 Penalty: 4161.685547
	Iteration 76Q: 3 clusters Score -343073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -343075.937500 Penalty: 4161.685547
	Iteration 77Q: 3 clusters Score -343075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -343077.000000 Penalty: 4161.685547
	Iteration 78Q: 3 clusters Score -343077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -343077.000000 Penalty: 4161.685547
	Iteration 79F: 3 clusters Score -343077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Entering Unmasked Estep 
Score: -439819.375000 Penalty: 2149.114990
	Iteration 0F: 2 clusters Score -439819.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -434749.031250 Penalty: 4298.229980
	Iteration 0F: 3 clusters Score -434749 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -436072.093750 Penalty: 4298.229980
	Iteration 1F: 3 clusters Score -436072.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -436319.062500 Penalty: 4298.229980
	Iteration 2F: 3 clusters Score -436319.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -436468.875000 Penalty: 4298.229980
	Iteration 3F: 3 clusters Score -436468.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -436584.593750 Penalty: 4298.229980
	Iteration 4Q: 3 clusters Score -436584.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -436668.750000 Penalty: 4298.229980
	Iteration 5Q: 3 clusters Score -436668.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -436749.343750 Penalty: 4298.229980
	Iteration 6Q: 3 clusters Score -436749.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -436839.468750 Penalty: 4298.229980
	Iteration 7Q: 3 clusters Score -436839.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -436931.718750 Penalty: 4298.229980
	Iteration 8Q: 3 clusters Score -436931.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -437026.687500 Penalty: 4298.229980
	Iteration 9Q: 3 clusters Score -437026.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -437110.437500 Penalty: 4298.229980
	Iteration 10Q: 3 clusters Score -437110.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -437197.593750 Penalty: 4298.229980
	Iteration 11Q: 3 clusters Score -437197.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -437282.031250 Penalty: 4298.229980
	Iteration 12Q: 3 clusters Score -437282 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -437374.593750 Penalty: 4298.229980
	Iteration 13Q: 3 clusters Score -437374.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -437465.625000 Penalty: 4298.229980
	Iteration 14Q: 3 clusters Score -437465.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -437566.687500 Penalty: 4298.229980
	Iteration 15Q: 3 clusters Score -437566.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -437663.062500 Penalty: 4298.229980
	Iteration 16Q: 3 clusters Score -437663.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -437759.875000 Penalty: 4298.229980
	Iteration 17Q: 3 clusters Score -437759.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -437855.375000 Penalty: 4298.229980
	Iteration 18Q: 3 clusters Score -437855.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -437965.062500 Penalty: 4298.229980
	Iteration 19Q: 3 clusters Score -437965.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -438069.875000 Penalty: 4298.229980
	Iteration 20F: 3 clusters Score -438069.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -438173.468750 Penalty: 4298.229980
	Iteration 21Q: 3 clusters Score -438173.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -438261.062500 Penalty: 4298.229980
	Iteration 22Q: 3 clusters Score -438261.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -438328.500000 Penalty: 4298.229980
	Iteration 23Q: 3 clusters Score -438328.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -438369.875000 Penalty: 4298.229980
	Iteration 24Q: 3 clusters Score -438369.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -438395.031250 Penalty: 4298.229980
	Iteration 25Q: 3 clusters Score -438395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -438412.218750 Penalty: 4298.229980
	Iteration 26Q: 3 clusters Score -438412.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -438424.593750 Penalty: 4298.229980
	Iteration 27Q: 3 clusters Score -438424.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -438432.656250 Penalty: 4298.229980
	Iteration 28Q: 3 clusters Score -438432.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -438442.468750 Penalty: 4298.229980
	Iteration 29Q: 3 clusters Score -438442.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -438453.468750 Penalty: 4298.229980
	Iteration 30Q: 3 clusters Score -438453.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -438461.687500 Penalty: 4298.229980
	Iteration 31Q: 3 clusters Score -438461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -438474.031250 Penalty: 4298.229980
	Iteration 32Q: 3 clusters Score -438474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -438483.375000 Penalty: 4298.229980
	Iteration 33Q: 3 clusters Score -438483.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -438487.937500 Penalty: 4298.229980
	Iteration 34Q: 3 clusters Score -438487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -438488.750000 Penalty: 4298.229980
	Iteration 35Q: 3 clusters Score -438488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -438489.843750 Penalty: 4298.229980
	Iteration 36Q: 3 clusters Score -438489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -438491.593750 Penalty: 4298.229980
	Iteration 37Q: 3 clusters Score -438491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -438491.750000 Penalty: 4298.229980
	Iteration 38Q: 3 clusters Score -438491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -438492.343750 Penalty: 4298.229980
	Iteration 39Q: 3 clusters Score -438492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -438492.906250 Penalty: 4298.229980
	Iteration 40F: 3 clusters Score -438492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -438493.968750 Penalty: 4298.229980
	Iteration 41Q: 3 clusters Score -438494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -438496.187500 Penalty: 4298.229980
	Iteration 42Q: 3 clusters Score -438496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -438496.843750 Penalty: 4298.229980
	Iteration 43Q: 3 clusters Score -438496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -438496.843750 Penalty: 4298.229980
	Iteration 44F: 3 clusters Score -438496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Entering Unmasked Estep 
Score: -1571864.875000 Penalty: 2443.148193
	Iteration 0F: 2 clusters Score -1571865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1558499.250000 Penalty: 4886.296387
	Iteration 0F: 3 clusters Score -1558499 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1562927.125000 Penalty: 4886.296387
	Iteration 1F: 3 clusters Score -1562927 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1563355.625000 Penalty: 4886.296387
	Iteration 2F: 3 clusters Score -1563356 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1563712.000000 Penalty: 4886.296387
	Iteration 3Q: 3 clusters Score -1563712 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1564007.125000 Penalty: 4886.296387
	Iteration 4Q: 3 clusters Score -1564007 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1564273.875000 Penalty: 4886.296387
	Iteration 5Q: 3 clusters Score -1564274 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1564525.875000 Penalty: 4886.296387
	Iteration 6Q: 3 clusters Score -1564526 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1564858.375000 Penalty: 4886.296387
	Iteration 7Q: 3 clusters Score -1564858 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1565289.500000 Penalty: 4886.296387
	Iteration 8Q: 3 clusters Score -1565290 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1565806.375000 Penalty: 4886.296387
	Iteration 9Q: 3 clusters Score -1565806 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1566445.625000 Penalty: 4886.296387
	Iteration 10F: 3 clusters Score -1566446 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1567128.875000 Penalty: 4886.296387
	Iteration 11Q: 3 clusters Score -1567129 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1567801.500000 Penalty: 4886.296387
	Iteration 12Q: 3 clusters Score -1567802 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1568368.500000 Penalty: 4886.296387
	Iteration 13Q: 3 clusters Score -1568368 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1568696.625000 Penalty: 4886.296387
	Iteration 14Q: 3 clusters Score -1568697 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1568869.375000 Penalty: 4886.296387
	Iteration 15Q: 3 clusters Score -1568869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1568980.375000 Penalty: 4886.296387
	Iteration 16Q: 3 clusters Score -1568980 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1569074.375000 Penalty: 4886.296387
	Iteration 17Q: 3 clusters Score -1569074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1569144.000000 Penalty: 4886.296387
	Iteration 18Q: 3 clusters Score -1569144 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1569215.000000 Penalty: 4886.296387
	Iteration 19Q: 3 clusters Score -1569215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1569277.000000 Penalty: 4886.296387
	Iteration 20F: 3 clusters Score -1569277 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1569319.875000 Penalty: 4886.296387
	Iteration 21Q: 3 clusters Score -1569320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1569368.125000 Penalty: 4886.296387
	Iteration 22Q: 3 clusters Score -1569368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1569406.500000 Penalty: 4886.296387
	Iteration 23Q: 3 clusters Score -1569406 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1569439.875000 Penalty: 4886.296387
	Iteration 24Q: 3 clusters Score -1569440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1569485.125000 Penalty: 4886.296387
	Iteration 25Q: 3 clusters Score -1569485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1569526.375000 Penalty: 4886.296387
	Iteration 26Q: 3 clusters Score -1569526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1569555.125000 Penalty: 4886.296387
	Iteration 27Q: 3 clusters Score -1569555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1569582.500000 Penalty: 4886.296387
	Iteration 28Q: 3 clusters Score -1569582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1569600.000000 Penalty: 4886.296387
	Iteration 29Q: 3 clusters Score -1569600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1569618.750000 Penalty: 4886.296387
	Iteration 30Q: 3 clusters Score -1569619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1569633.625000 Penalty: 4886.296387
	Iteration 31Q: 3 clusters Score -1569634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1569647.625000 Penalty: 4886.296387
	Iteration 32Q: 3 clusters Score -1569648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1569655.625000 Penalty: 4886.296387
	Iteration 33Q: 3 clusters Score -1569656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1569672.000000 Penalty: 4886.296387
	Iteration 34Q: 3 clusters Score -1569672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1569681.250000 Penalty: 4886.296387
	Iteration 35Q: 3 clusters Score -1569681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1569689.750000 Penalty: 4886.296387
	Iteration 36Q: 3 clusters Score -1569690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1569702.125000 Penalty: 4886.296387
	Iteration 37Q: 3 clusters Score -1569702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1569716.375000 Penalty: 4886.296387
	Iteration 38Q: 3 clusters Score -1569716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1569725.875000 Penalty: 4886.296387
	Iteration 39Q: 3 clusters Score -1569726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1569735.375000 Penalty: 4886.296387
	Iteration 40F: 3 clusters Score -1569735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1569748.125000 Penalty: 4886.296387
	Iteration 41Q: 3 clusters Score -1569748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1569757.000000 Penalty: 4886.296387
	Iteration 42Q: 3 clusters Score -1569757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1569759.250000 Penalty: 4886.296387
	Iteration 43Q: 3 clusters Score -1569759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1569767.375000 Penalty: 4886.296387
	Iteration 44Q: 3 clusters Score -1569767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1569778.000000 Penalty: 4886.296387
	Iteration 45Q: 3 clusters Score -1569778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1569783.500000 Penalty: 4886.296387
	Iteration 46Q: 3 clusters Score -1569784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1569789.625000 Penalty: 4886.296387
	Iteration 47Q: 3 clusters Score -1569790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1569791.625000 Penalty: 4886.296387
	Iteration 48Q: 3 clusters Score -1569792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1569794.000000 Penalty: 4886.296387
	Iteration 49Q: 3 clusters Score -1569794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1569795.250000 Penalty: 4886.296387
	Iteration 50Q: 3 clusters Score -1569795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1569792.625000 Penalty: 4886.296387
	Iteration 51Q: 3 clusters Score -1569793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1569797.750000 Penalty: 4886.296387
	Iteration 52Q: 3 clusters Score -1569798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1569801.250000 Penalty: 4886.296387
	Iteration 53Q: 3 clusters Score -1569801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1569801.000000 Penalty: 4886.296387
	Iteration 54Q: 3 clusters Score -1569801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1569802.000000 Penalty: 4886.296387
	Iteration 55Q: 3 clusters Score -1569802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1569805.375000 Penalty: 4886.296387
	Iteration 56Q: 3 clusters Score -1569805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1569809.000000 Penalty: 4886.296387
	Iteration 57Q: 3 clusters Score -1569809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1569812.750000 Penalty: 4886.296387
	Iteration 58Q: 3 clusters Score -1569813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1569816.125000 Penalty: 4886.296387
	Iteration 59Q: 3 clusters Score -1569816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1569821.375000 Penalty: 4886.296387
	Iteration 60F: 3 clusters Score -1569821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1569826.375000 Penalty: 4886.296387
	Iteration 61Q: 3 clusters Score -1569826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1569830.375000 Penalty: 4886.296387
	Iteration 62Q: 3 clusters Score -1569830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1569828.250000 Penalty: 4886.296387
	Iteration 63Q: 3 clusters Score -1569828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1569832.500000 Penalty: 4886.296387
	Iteration 64Q: 3 clusters Score -1569832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1569832.625000 Penalty: 4886.296387
	Iteration 65Q: 3 clusters Score -1569833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1569838.500000 Penalty: 4886.296387
	Iteration 66Q: 3 clusters Score -1569838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1569841.125000 Penalty: 4886.296387
	Iteration 67Q: 3 clusters Score -1569841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1569841.625000 Penalty: 4886.296387
	Iteration 68Q: 3 clusters Score -1569842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1569847.625000 Penalty: 4886.296387
	Iteration 69Q: 3 clusters Score -1569848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1569850.875000 Penalty: 4886.296387
	Iteration 70Q: 3 clusters Score -1569851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1569851.750000 Penalty: 4886.296387
	Iteration 71Q: 3 clusters Score -1569852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1569855.125000 Penalty: 4886.296387
	Iteration 72Q: 3 clusters Score -1569855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1569860.625000 Penalty: 4886.296387
	Iteration 73Q: 3 clusters Score -1569861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1569857.625000 Penalty: 4886.296387
	Iteration 74Q: 3 clusters Score -1569858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1569857.250000 Penalty: 4886.296387
	Iteration 75Q: 3 clusters Score -1569857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1569859.875000 Penalty: 4886.296387
	Iteration 76Q: 3 clusters Score -1569860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1569859.875000 Penalty: 4886.296387
	Iteration 77F: 3 clusters Score -1569860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Entering Unmasked Estep 
Score: -8032360.000000 Penalty: 2849.457764
	Iteration 0F: 2 clusters Score -8032360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -7966938.000000 Penalty: 5698.915527
	Iteration 0F: 3 clusters Score -7966938 nChanged 46381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -7993663.000000 Penalty: 5698.915527
	Iteration 1F: 3 clusters Score -7993663 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -7994783.000000 Penalty: 5698.915527
	Iteration 2Q: 3 clusters Score -7994783 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -7996160.500000 Penalty: 5698.915527
	Iteration 3Q: 3 clusters Score -7996160 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -7998178.500000 Penalty: 5698.915527
	Iteration 4Q: 3 clusters Score -7998178 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8001092.500000 Penalty: 5698.915527
	Iteration 5F: 3 clusters Score -8001092 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8005382.000000 Penalty: 5698.915527
	Iteration 6F: 3 clusters Score -8005382 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8011342.500000 Penalty: 5698.915527
	Iteration 7F: 3 clusters Score -8011342 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -8017804.000000 Penalty: 5698.915527
	Iteration 8F: 3 clusters Score -8017804 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -8021677.500000 Penalty: 5698.915527
	Iteration 9F: 3 clusters Score -8021678 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -8023256.000000 Penalty: 5698.915527
	Iteration 10Q: 3 clusters Score -8023256 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -8024043.000000 Penalty: 5698.915527
	Iteration 11Q: 3 clusters Score -8024043 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8024688.500000 Penalty: 5698.915527
	Iteration 12Q: 3 clusters Score -8024688 nChanged 1276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8025143 nChanged 1163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8025556 nChanged 1062
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Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8025856 nChanged 940
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Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8026113 nChanged 806
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Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8026342 nChanged 772
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Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8026506 nChanged 728
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Mstep: Class 1 contains 78068 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8026676 nChanged 718
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Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8026863 nChanged 690
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Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8027022 nChanged 674
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Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8027160 nChanged 642
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Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8027320 nChanged 618
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Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8027452 nChanged 625
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Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8027588 nChanged 604
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Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8027720 nChanged 583
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Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8027792 nChanged 588
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Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8027888 nChanged 590
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Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8028020 nChanged 554
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Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8028137 nChanged 574
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Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8028224 nChanged 569
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Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8028338 nChanged 581
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Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8028516 nChanged 563
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Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8028644 nChanged 543
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Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8028736 nChanged 524
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Mstep: Class 1 contains 88292 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8028903 nChanged 504
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Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8029032 nChanged 443
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Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8029166 nChanged 425
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Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8029319 nChanged 403
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Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8029426 nChanged 372
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Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8029513 nChanged 334
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Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8029572 nChanged 328
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Mstep: Class 1 contains 91101 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8029628 nChanged 295
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Mstep: Class 2 contains 6315 members 
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	Iteration 44Q: 3 clusters Score -8029702 nChanged 265
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Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 6050 members 
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Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 5556 members 
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	Iteration 47Q: 3 clusters Score -8029856 nChanged 239
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	Iteration 48Q: 3 clusters Score -8029891 nChanged 246
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Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 5073 members 
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	Iteration 49Q: 3 clusters Score -8029962 nChanged 220
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Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8029998 nChanged 202
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8030050 nChanged 181
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Mstep: Class 1 contains 93237 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8030074 nChanged 171
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Mstep: Class 1 contains 93408 members 
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	Iteration 53Q: 3 clusters Score -8030126 nChanged 154
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Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 4147 members 
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	Iteration 54Q: 3 clusters Score -8030176 nChanged 149
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Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 3998 members 
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	Iteration 55Q: 3 clusters Score -8030203 nChanged 133
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Mstep: Class 1 contains 93844 members 
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	Iteration 56Q: 3 clusters Score -8030227 nChanged 125
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Mstep: Class 1 contains 93969 members 
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	Iteration 57Q: 3 clusters Score -8030272 nChanged 125
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Mstep: Class 1 contains 94094 members 
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	Iteration 58Q: 3 clusters Score -8030316 nChanged 117
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Mstep: Class 2 contains 3498 members 
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	Iteration 59Q: 3 clusters Score -8030338 nChanged 109
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Mstep: Class 1 contains 94320 members 
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	Iteration 60F: 3 clusters Score -8030357 nChanged 99
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	Iteration 61Q: 3 clusters Score -8030382 nChanged 86
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Mstep: Class 1 contains 94505 members 
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	Iteration 62Q: 3 clusters Score -8030402 nChanged 73
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	Iteration 63Q: 3 clusters Score -8030430 nChanged 73
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Mstep: Class 1 contains 94649 members 
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	Iteration 64Q: 3 clusters Score -8030442 nChanged 66
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	Iteration 65Q: 3 clusters Score -8030459 nChanged 70
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	Iteration 66Q: 3 clusters Score -8030470 nChanged 58
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	Iteration 67Q: 3 clusters Score -8030499 nChanged 45
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Mstep: Class 1 contains 94886 members 
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	Iteration 68Q: 3 clusters Score -8030508 nChanged 33
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	Iteration 69Q: 3 clusters Score -8030500 nChanged 24
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	Iteration 70Q: 3 clusters Score -8030506 nChanged 19
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	Iteration 71Q: 3 clusters Score -8030514 nChanged 24
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	Iteration 72Q: 3 clusters Score -8030503 nChanged 20
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Mstep: Class 1 contains 95004 members 
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	Iteration 73Q: 3 clusters Score -8030510 nChanged 20
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	Iteration 74Q: 3 clusters Score -8030530 nChanged 20
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	Iteration 75Q: 3 clusters Score -8030520 nChanged 28
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	Iteration 76Q: 3 clusters Score -8030536 nChanged 27
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	Iteration 77Q: 3 clusters Score -8030528 nChanged 30
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	Iteration 78Q: 3 clusters Score -8030526 nChanged 26
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	Iteration 79Q: 3 clusters Score -8030531 nChanged 22
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	Iteration 80F: 3 clusters Score -8030536 nChanged 21
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	Iteration 81Q: 3 clusters Score -8030532 nChanged 13
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	Iteration 82Q: 3 clusters Score -8030529 nChanged 10
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	Iteration 83Q: 3 clusters Score -8030529 nChanged 18
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	Iteration 84Q: 3 clusters Score -8030528 nChanged 14
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	Iteration 85Q: 3 clusters Score -8030536 nChanged 18
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	Iteration 86Q: 3 clusters Score -8030545 nChanged 15
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	Iteration 87Q: 3 clusters Score -8030549 nChanged 15
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	Iteration 88Q: 3 clusters Score -8030548 nChanged 12
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	Iteration 89Q: 3 clusters Score -8030555 nChanged 9
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	Iteration 90Q: 3 clusters Score -8030548 nChanged 4
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	Iteration 91Q: 3 clusters Score -8030542 nChanged 7
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	Iteration 92Q: 3 clusters Score -8030544 nChanged 8
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	Iteration 93Q: 3 clusters Score -8030548 nChanged 6
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	Iteration 94Q: 3 clusters Score -8030560 nChanged 11
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	Iteration 95Q: 3 clusters Score -8030555 nChanged 14
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	Iteration 96Q: 3 clusters Score -8030562 nChanged 9
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	Iteration 97Q: 3 clusters Score -8030560 nChanged 10
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	Iteration 98Q: 3 clusters Score -8030558 nChanged 7
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	Iteration 99Q: 3 clusters Score -8030560 nChanged 9
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	Iteration 100F: 3 clusters Score -8030552 nChanged 8
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	Iteration 101Q: 3 clusters Score -8030564 nChanged 8
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	Iteration 102Q: 3 clusters Score -8030566 nChanged 10
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	Iteration 103Q: 3 clusters Score -8030563 nChanged 4
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	Iteration 104Q: 3 clusters Score -8030572 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95432 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8030568.500000 Penalty: 5698.915527
	Iteration 105Q: 3 clusters Score -8030568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95438 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8030555.000000 Penalty: 5698.915527
	Iteration 106Q: 3 clusters Score -8030555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95443 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8030561.500000 Penalty: 5698.915527
	Iteration 107Q: 3 clusters Score -8030562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8030558.000000 Penalty: 5698.915527
	Iteration 108Q: 3 clusters Score -8030558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8030553.000000 Penalty: 5698.915527
	Iteration 109Q: 3 clusters Score -8030553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8030560.000000 Penalty: 5698.915527
	Iteration 110Q: 3 clusters Score -8030560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8030563.000000 Penalty: 5698.915527
	Iteration 111Q: 3 clusters Score -8030563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8030565.000000 Penalty: 5698.915527
	Iteration 112Q: 3 clusters Score -8030565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8030565.000000 Penalty: 5698.915527
	Iteration 113Q: 3 clusters Score -8030565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8030565.500000 Penalty: 5698.915527
	Iteration 114Q: 3 clusters Score -8030566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95456 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8030565.500000 Penalty: 5698.915527
	Iteration 115F: 3 clusters Score -8030566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1365563.000000 Penalty: 2419.208008
	Iteration 0F: 2 clusters Score -1365563 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 8631 members 
Entering Unmasked Estep 
Score: -1353263.625000 Penalty: 4838.416016
	Iteration 0F: 3 clusters Score -1353264 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1357258.000000 Penalty: 4838.416016
	Iteration 1F: 3 clusters Score -1357258 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1357595.625000 Penalty: 4838.416016
	Iteration 2F: 3 clusters Score -1357596 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1357850.125000 Penalty: 4838.416016
	Iteration 3Q: 3 clusters Score -1357850 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1358061.250000 Penalty: 4838.416016
	Iteration 4Q: 3 clusters Score -1358061 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1358273.125000 Penalty: 4838.416016
	Iteration 5Q: 3 clusters Score -1358273 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1358528.375000 Penalty: 4838.416016
	Iteration 6Q: 3 clusters Score -1358528 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1358873.500000 Penalty: 4838.416016
	Iteration 7Q: 3 clusters Score -1358874 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1359350.000000 Penalty: 4838.416016
	Iteration 8Q: 3 clusters Score -1359350 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1359978.750000 Penalty: 4838.416016
	Iteration 9F: 3 clusters Score -1359979 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1360744.125000 Penalty: 4838.416016
	Iteration 10F: 3 clusters Score -1360744 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1361559.125000 Penalty: 4838.416016
	Iteration 11F: 3 clusters Score -1361559 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1362312.125000 Penalty: 4838.416016
	Iteration 12F: 3 clusters Score -1362312 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1362925.625000 Penalty: 4838.416016
	Iteration 13Q: 3 clusters Score -1362926 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1363461.250000 Penalty: 4838.416016
	Iteration 14Q: 3 clusters Score -1363461 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1363861.125000 Penalty: 4838.416016
	Iteration 15Q: 3 clusters Score -1363861 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1364046.500000 Penalty: 4838.416016
	Iteration 16Q: 3 clusters Score -1364046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1364111.750000 Penalty: 4838.416016
	Iteration 17Q: 3 clusters Score -1364112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1364128.875000 Penalty: 4838.416016
	Iteration 18Q: 3 clusters Score -1364129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1364141.375000 Penalty: 4838.416016
	Iteration 19Q: 3 clusters Score -1364141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1364151.625000 Penalty: 4838.416016
	Iteration 20F: 3 clusters Score -1364152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1364155.875000 Penalty: 4838.416016
	Iteration 21Q: 3 clusters Score -1364156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1364158.375000 Penalty: 4838.416016
	Iteration 22Q: 3 clusters Score -1364158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1364165.250000 Penalty: 4838.416016
	Iteration 23Q: 3 clusters Score -1364165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1364166.375000 Penalty: 4838.416016
	Iteration 24Q: 3 clusters Score -1364166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1364170.500000 Penalty: 4838.416016
	Iteration 25Q: 3 clusters Score -1364170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1364173.875000 Penalty: 4838.416016
	Iteration 26Q: 3 clusters Score -1364174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1364177.875000 Penalty: 4838.416016
	Iteration 27Q: 3 clusters Score -1364178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1364179.000000 Penalty: 4838.416016
	Iteration 28Q: 3 clusters Score -1364179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1364180.500000 Penalty: 4838.416016
	Iteration 29Q: 3 clusters Score -1364180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1364177.875000 Penalty: 4838.416016
	Iteration 30Q: 3 clusters Score -1364178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1364179.125000 Penalty: 4838.416016
	Iteration 31Q: 3 clusters Score -1364179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1364179.125000 Penalty: 4838.416016
	Iteration 32F: 3 clusters Score -1364179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -201737.640625 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -201737.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -198364.875000 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -198364.9 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -199406.593750 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -199406.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -199841.828125 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -199841.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -200126.593750 Penalty: 4012.079102
	Iteration 3F: 3 clusters Score -200126.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -200329.203125 Penalty: 4012.079102
	Iteration 4F: 3 clusters Score -200329.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -200462.734375 Penalty: 4012.079102
	Iteration 5Q: 3 clusters Score -200462.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -200539.187500 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -200539.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -200593.609375 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -200593.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -200635.937500 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -200635.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -200676.703125 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -200676.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -200716.562500 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -200716.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -200754.546875 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -200754.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -200783.359375 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -200783.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -200817.156250 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -200817.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -200849.218750 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -200849.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -200885.015625 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -200885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -200924.062500 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -200924.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -200961.984375 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -200962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -200985.187500 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -200985.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -201018.734375 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -201018.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -201061.156250 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -201061.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -201123.421875 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -201123.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -201170.796875 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -201170.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -201215.046875 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -201215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -201244.375000 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -201244.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -201263.093750 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -201263.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -201275.843750 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -201275.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -201284.796875 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -201284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -201296.031250 Penalty: 4012.079102
	Iteration 28Q: 3 clusters Score -201296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -201301.703125 Penalty: 4012.079102
	Iteration 29Q: 3 clusters Score -201301.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -201305.765625 Penalty: 4012.079102
	Iteration 30Q: 3 clusters Score -201305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -201308.453125 Penalty: 4012.079102
	Iteration 31Q: 3 clusters Score -201308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -201313.515625 Penalty: 4012.079102
	Iteration 32Q: 3 clusters Score -201313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -201316.671875 Penalty: 4012.079102
	Iteration 33Q: 3 clusters Score -201316.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -201319.328125 Penalty: 4012.079102
	Iteration 34Q: 3 clusters Score -201319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -201321.343750 Penalty: 4012.079102
	Iteration 35Q: 3 clusters Score -201321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -201321.937500 Penalty: 4012.079102
	Iteration 36Q: 3 clusters Score -201321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -201322.187500 Penalty: 4012.079102
	Iteration 37Q: 3 clusters Score -201322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -201323.609375 Penalty: 4012.079102
	Iteration 38F: 3 clusters Score -201323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -201324.765625 Penalty: 4012.079102
	Iteration 39Q: 3 clusters Score -201324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -201325.843750 Penalty: 4012.079102
	Iteration 40F: 3 clusters Score -201325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -201325.953125 Penalty: 4012.079102
	Iteration 41Q: 3 clusters Score -201326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -201325.953125 Penalty: 4012.079102
	Iteration 42F: 3 clusters Score -201326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Entering Unmasked Estep 
Score: -2235163.000000 Penalty: 2546.108643
	Iteration 0F: 2 clusters Score -2235163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2215483.750000 Penalty: 5092.217285
	Iteration 0F: 3 clusters Score -2215484 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2222391.500000 Penalty: 5092.217285
	Iteration 1F: 3 clusters Score -2222392 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2222992.500000 Penalty: 5092.217285
	Iteration 2F: 3 clusters Score -2222992 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2223769.750000 Penalty: 5092.217285
	Iteration 3F: 3 clusters Score -2223770 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2224909.500000 Penalty: 5092.217285
	Iteration 4F: 3 clusters Score -2224910 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2226552.000000 Penalty: 5092.217285
	Iteration 5F: 3 clusters Score -2226552 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2228455.250000 Penalty: 5092.217285
	Iteration 6F: 3 clusters Score -2228455 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2230215.000000 Penalty: 5092.217285
	Iteration 7F: 3 clusters Score -2230215 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2231511.250000 Penalty: 5092.217285
	Iteration 8F: 3 clusters Score -2231511 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2232312.750000 Penalty: 5092.217285
	Iteration 9Q: 3 clusters Score -2232313 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2232762.000000 Penalty: 5092.217285
	Iteration 10Q: 3 clusters Score -2232762 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2233046.250000 Penalty: 5092.217285
	Iteration 11Q: 3 clusters Score -2233046 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2233269.500000 Penalty: 5092.217285
	Iteration 12Q: 3 clusters Score -2233270 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2233457.500000 Penalty: 5092.217285
	Iteration 13Q: 3 clusters Score -2233458 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2233599.750000 Penalty: 5092.217285
	Iteration 14Q: 3 clusters Score -2233600 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2233723.500000 Penalty: 5092.217285
	Iteration 15Q: 3 clusters Score -2233724 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2233802.500000 Penalty: 5092.217285
	Iteration 16Q: 3 clusters Score -2233802 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2233871.250000 Penalty: 5092.217285
	Iteration 17Q: 3 clusters Score -2233871 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2233926.250000 Penalty: 5092.217285
	Iteration 18Q: 3 clusters Score -2233926 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2233989.250000 Penalty: 5092.217285
	Iteration 19Q: 3 clusters Score -2233989 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2234043.250000 Penalty: 5092.217285
	Iteration 20F: 3 clusters Score -2234043 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2234096.750000 Penalty: 5092.217285
	Iteration 21Q: 3 clusters Score -2234097 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2234132.250000 Penalty: 5092.217285
	Iteration 22Q: 3 clusters Score -2234132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2234176.250000 Penalty: 5092.217285
	Iteration 23Q: 3 clusters Score -2234176 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2234203.750000 Penalty: 5092.217285
	Iteration 24Q: 3 clusters Score -2234204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2234241.250000 Penalty: 5092.217285
	Iteration 25Q: 3 clusters Score -2234241 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2234258.500000 Penalty: 5092.217285
	Iteration 26Q: 3 clusters Score -2234258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2234287.000000 Penalty: 5092.217285
	Iteration 27Q: 3 clusters Score -2234287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2234299.750000 Penalty: 5092.217285
	Iteration 28Q: 3 clusters Score -2234300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2234312.000000 Penalty: 5092.217285
	Iteration 29Q: 3 clusters Score -2234312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2234319.500000 Penalty: 5092.217285
	Iteration 30Q: 3 clusters Score -2234320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2234323.750000 Penalty: 5092.217285
	Iteration 31Q: 3 clusters Score -2234324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2234330.500000 Penalty: 5092.217285
	Iteration 32Q: 3 clusters Score -2234330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2234336.250000 Penalty: 5092.217285
	Iteration 33Q: 3 clusters Score -2234336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2234345.500000 Penalty: 5092.217285
	Iteration 34Q: 3 clusters Score -2234346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2234339.000000 Penalty: 5092.217285
	Iteration 35Q: 3 clusters Score -2234339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2234346.500000 Penalty: 5092.217285
	Iteration 36Q: 3 clusters Score -2234346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2234353.500000 Penalty: 5092.217285
	Iteration 37Q: 3 clusters Score -2234354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2234352.500000 Penalty: 5092.217285
	Iteration 38Q: 3 clusters Score -2234352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2234359.250000 Penalty: 5092.217285
	Iteration 39Q: 3 clusters Score -2234359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2234355.750000 Penalty: 5092.217285
	Iteration 40F: 3 clusters Score -2234356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2234362.000000 Penalty: 5092.217285
	Iteration 41Q: 3 clusters Score -2234362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2234368.500000 Penalty: 5092.217285
	Iteration 42Q: 3 clusters Score -2234368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2234369.750000 Penalty: 5092.217285
	Iteration 43Q: 3 clusters Score -2234370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2234372.750000 Penalty: 5092.217285
	Iteration 44Q: 3 clusters Score -2234373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2234376.750000 Penalty: 5092.217285
	Iteration 45Q: 3 clusters Score -2234377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2234376.750000 Penalty: 5092.217285
	Iteration 46Q: 3 clusters Score -2234377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2234374.000000 Penalty: 5092.217285
	Iteration 47Q: 3 clusters Score -2234374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2234376.500000 Penalty: 5092.217285
	Iteration 48Q: 3 clusters Score -2234376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2234382.500000 Penalty: 5092.217285
	Iteration 49Q: 3 clusters Score -2234382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2234379.000000 Penalty: 5092.217285
	Iteration 50Q: 3 clusters Score -2234379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2234381.500000 Penalty: 5092.217285
	Iteration 51Q: 3 clusters Score -2234382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2234385.000000 Penalty: 5092.217285
	Iteration 52Q: 3 clusters Score -2234385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2234381.500000 Penalty: 5092.217285
	Iteration 53Q: 3 clusters Score -2234382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2234384.500000 Penalty: 5092.217285
	Iteration 54Q: 3 clusters Score -2234384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2234388.000000 Penalty: 5092.217285
	Iteration 55Q: 3 clusters Score -2234388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2234387.750000 Penalty: 5092.217285
	Iteration 56Q: 3 clusters Score -2234388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2234392.750000 Penalty: 5092.217285
	Iteration 57Q: 3 clusters Score -2234393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2234393.250000 Penalty: 5092.217285
	Iteration 58Q: 3 clusters Score -2234393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2234388.750000 Penalty: 5092.217285
	Iteration 59Q: 3 clusters Score -2234389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2234393.000000 Penalty: 5092.217285
	Iteration 60F: 3 clusters Score -2234393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2234392.500000 Penalty: 5092.217285
	Iteration 61Q: 3 clusters Score -2234392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2234391.000000 Penalty: 5092.217285
	Iteration 62Q: 3 clusters Score -2234391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2234389.250000 Penalty: 5092.217285
	Iteration 63Q: 3 clusters Score -2234389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2234392.500000 Penalty: 5092.217285
	Iteration 64Q: 3 clusters Score -2234392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2234391.750000 Penalty: 5092.217285
	Iteration 65Q: 3 clusters Score -2234392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2234394.750000 Penalty: 5092.217285
	Iteration 66Q: 3 clusters Score -2234395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2234391.500000 Penalty: 5092.217285
	Iteration 67Q: 3 clusters Score -2234392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2234397.500000 Penalty: 5092.217285
	Iteration 68Q: 3 clusters Score -2234398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2234400.000000 Penalty: 5092.217285
	Iteration 69Q: 3 clusters Score -2234400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2234402.750000 Penalty: 5092.217285
	Iteration 70Q: 3 clusters Score -2234403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2234401.250000 Penalty: 5092.217285
	Iteration 71Q: 3 clusters Score -2234401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2234401.750000 Penalty: 5092.217285
	Iteration 72Q: 3 clusters Score -2234402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2234401.750000 Penalty: 5092.217285
	Iteration 73Q: 3 clusters Score -2234402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2234404.500000 Penalty: 5092.217285
	Iteration 74Q: 3 clusters Score -2234404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2234403.000000 Penalty: 5092.217285
	Iteration 75Q: 3 clusters Score -2234403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2234405.250000 Penalty: 5092.217285
	Iteration 76Q: 3 clusters Score -2234405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2234406.000000 Penalty: 5092.217285
	Iteration 77Q: 3 clusters Score -2234406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2234408.250000 Penalty: 5092.217285
	Iteration 78Q: 3 clusters Score -2234408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2234408.250000 Penalty: 5092.217285
	Iteration 79F: 3 clusters Score -2234408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -139004.750000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -139004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -136521.593750 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -136521.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -137106.921875 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -137106.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137325.625000 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -137325.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -137446.765625 Penalty: 3737.242432
	Iteration 3F: 3 clusters Score -137446.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137536.750000 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -137536.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137603.406250 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -137603.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -137662.593750 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -137662.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -137704.546875 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -137704.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137724.484375 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -137724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137747.703125 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -137747.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137766.859375 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -137766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137781.734375 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -137781.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137798.578125 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -137798.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137811.359375 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -137811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137822.328125 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -137822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137833.000000 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -137833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137841.281250 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -137841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137842.718750 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -137842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137844.484375 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -137844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137844.906250 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -137844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137844.906250 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -137844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Entering Unmasked Estep 
Score: -2639271.500000 Penalty: 2584.858643
	Iteration 0F: 2 clusters Score -2639272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2616306.250000 Penalty: 5169.717285
	Iteration 0F: 3 clusters Score -2616306 nChanged 15266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2624750.750000 Penalty: 5169.717285
	Iteration 1F: 3 clusters Score -2624751 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2625386.250000 Penalty: 5169.717285
	Iteration 2F: 3 clusters Score -2625386 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2626038.500000 Penalty: 5169.717285
	Iteration 3Q: 3 clusters Score -2626038 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2626831.000000 Penalty: 5169.717285
	Iteration 4Q: 3 clusters Score -2626831 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2627751.250000 Penalty: 5169.717285
	Iteration 5Q: 3 clusters Score -2627751 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2628851.500000 Penalty: 5169.717285
	Iteration 6F: 3 clusters Score -2628852 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2630170.250000 Penalty: 5169.717285
	Iteration 7F: 3 clusters Score -2630170 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2631487.500000 Penalty: 5169.717285
	Iteration 8F: 3 clusters Score -2631488 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2632575.000000 Penalty: 5169.717285
	Iteration 9F: 3 clusters Score -2632575 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2633306.250000 Penalty: 5169.717285
	Iteration 10Q: 3 clusters Score -2633306 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2633708.250000 Penalty: 5169.717285
	Iteration 11Q: 3 clusters Score -2633708 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2633932.500000 Penalty: 5169.717285
	Iteration 12Q: 3 clusters Score -2633932 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2634023.000000 Penalty: 5169.717285
	Iteration 13Q: 3 clusters Score -2634023 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2634092.500000 Penalty: 5169.717285
	Iteration 14Q: 3 clusters Score -2634092 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2634133.500000 Penalty: 5169.717285
	Iteration 15Q: 3 clusters Score -2634134 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2634168.000000 Penalty: 5169.717285
	Iteration 16Q: 3 clusters Score -2634168 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2634223.500000 Penalty: 5169.717285
	Iteration 17Q: 3 clusters Score -2634224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2634256.000000 Penalty: 5169.717285
	Iteration 18Q: 3 clusters Score -2634256 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2634290.750000 Penalty: 5169.717285
	Iteration 19Q: 3 clusters Score -2634291 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2634318.500000 Penalty: 5169.717285
	Iteration 20F: 3 clusters Score -2634318 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2634344.750000 Penalty: 5169.717285
	Iteration 21Q: 3 clusters Score -2634345 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2634372.000000 Penalty: 5169.717285
	Iteration 22Q: 3 clusters Score -2634372 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2634406.750000 Penalty: 5169.717285
	Iteration 23Q: 3 clusters Score -2634407 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2634437.000000 Penalty: 5169.717285
	Iteration 24Q: 3 clusters Score -2634437 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2634470.500000 Penalty: 5169.717285
	Iteration 25Q: 3 clusters Score -2634470 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2634512.000000 Penalty: 5169.717285
	Iteration 26Q: 3 clusters Score -2634512 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2634541.250000 Penalty: 5169.717285
	Iteration 27Q: 3 clusters Score -2634541 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2634578.750000 Penalty: 5169.717285
	Iteration 28Q: 3 clusters Score -2634579 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2634627.500000 Penalty: 5169.717285
	Iteration 29Q: 3 clusters Score -2634628 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2634675.500000 Penalty: 5169.717285
	Iteration 30Q: 3 clusters Score -2634676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2634733.250000 Penalty: 5169.717285
	Iteration 31Q: 3 clusters Score -2634733 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2634780.500000 Penalty: 5169.717285
	Iteration 32Q: 3 clusters Score -2634780 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2634842.750000 Penalty: 5169.717285
	Iteration 33Q: 3 clusters Score -2634843 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2634901.000000 Penalty: 5169.717285
	Iteration 34Q: 3 clusters Score -2634901 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2634964.000000 Penalty: 5169.717285
	Iteration 35Q: 3 clusters Score -2634964 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2635027.250000 Penalty: 5169.717285
	Iteration 36Q: 3 clusters Score -2635027 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2635107.750000 Penalty: 5169.717285
	Iteration 37Q: 3 clusters Score -2635108 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2635193.250000 Penalty: 5169.717285
	Iteration 38Q: 3 clusters Score -2635193 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2635288.750000 Penalty: 5169.717285
	Iteration 39Q: 3 clusters Score -2635289 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2635366.500000 Penalty: 5169.717285
	Iteration 40F: 3 clusters Score -2635366 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2635477.750000 Penalty: 5169.717285
	Iteration 41Q: 3 clusters Score -2635478 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2635575.000000 Penalty: 5169.717285
	Iteration 42Q: 3 clusters Score -2635575 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2635667.250000 Penalty: 5169.717285
	Iteration 43Q: 3 clusters Score -2635667 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2635749.500000 Penalty: 5169.717285
	Iteration 44Q: 3 clusters Score -2635750 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2635830.250000 Penalty: 5169.717285
	Iteration 45Q: 3 clusters Score -2635830 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2635918.500000 Penalty: 5169.717285
	Iteration 46Q: 3 clusters Score -2635918 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2636023.500000 Penalty: 5169.717285
	Iteration 47Q: 3 clusters Score -2636024 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2636114.750000 Penalty: 5169.717285
	Iteration 48Q: 3 clusters Score -2636115 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2636227.500000 Penalty: 5169.717285
	Iteration 49Q: 3 clusters Score -2636228 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2636316.000000 Penalty: 5169.717285
	Iteration 50Q: 3 clusters Score -2636316 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2636384.250000 Penalty: 5169.717285
	Iteration 51Q: 3 clusters Score -2636384 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2636464.000000 Penalty: 5169.717285
	Iteration 52Q: 3 clusters Score -2636464 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2636533.250000 Penalty: 5169.717285
	Iteration 53Q: 3 clusters Score -2636533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2636586.250000 Penalty: 5169.717285
	Iteration 54Q: 3 clusters Score -2636586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2636659.500000 Penalty: 5169.717285
	Iteration 55Q: 3 clusters Score -2636660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2636696.750000 Penalty: 5169.717285
	Iteration 56Q: 3 clusters Score -2636697 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2636732.000000 Penalty: 5169.717285
	Iteration 57Q: 3 clusters Score -2636732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2636761.750000 Penalty: 5169.717285
	Iteration 58Q: 3 clusters Score -2636762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2636791.750000 Penalty: 5169.717285
	Iteration 59Q: 3 clusters Score -2636792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2636821.500000 Penalty: 5169.717285
	Iteration 60F: 3 clusters Score -2636822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2636841.750000 Penalty: 5169.717285
	Iteration 61Q: 3 clusters Score -2636842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2636874.000000 Penalty: 5169.717285
	Iteration 62Q: 3 clusters Score -2636874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2636897.750000 Penalty: 5169.717285
	Iteration 63Q: 3 clusters Score -2636898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2636913.250000 Penalty: 5169.717285
	Iteration 64Q: 3 clusters Score -2636913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2636932.500000 Penalty: 5169.717285
	Iteration 65Q: 3 clusters Score -2636932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2636952.750000 Penalty: 5169.717285
	Iteration 66Q: 3 clusters Score -2636953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2636973.250000 Penalty: 5169.717285
	Iteration 67Q: 3 clusters Score -2636973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2636981.250000 Penalty: 5169.717285
	Iteration 68Q: 3 clusters Score -2636981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2636990.750000 Penalty: 5169.717285
	Iteration 69Q: 3 clusters Score -2636991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2637006.500000 Penalty: 5169.717285
	Iteration 70Q: 3 clusters Score -2637006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2637012.750000 Penalty: 5169.717285
	Iteration 71Q: 3 clusters Score -2637013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2637017.500000 Penalty: 5169.717285
	Iteration 72Q: 3 clusters Score -2637018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2637022.000000 Penalty: 5169.717285
	Iteration 73Q: 3 clusters Score -2637022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2637026.500000 Penalty: 5169.717285
	Iteration 74Q: 3 clusters Score -2637026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2637030.750000 Penalty: 5169.717285
	Iteration 75Q: 3 clusters Score -2637031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2637029.500000 Penalty: 5169.717285
	Iteration 76Q: 3 clusters Score -2637030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2637034.500000 Penalty: 5169.717285
	Iteration 77Q: 3 clusters Score -2637034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2637043.250000 Penalty: 5169.717285
	Iteration 78Q: 3 clusters Score -2637043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2637045.500000 Penalty: 5169.717285
	Iteration 79Q: 3 clusters Score -2637046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2637047.750000 Penalty: 5169.717285
	Iteration 80F: 3 clusters Score -2637048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2637054.500000 Penalty: 5169.717285
	Iteration 81Q: 3 clusters Score -2637054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2637060.000000 Penalty: 5169.717285
	Iteration 82Q: 3 clusters Score -2637060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2637064.250000 Penalty: 5169.717285
	Iteration 83Q: 3 clusters Score -2637064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2637072.750000 Penalty: 5169.717285
	Iteration 84Q: 3 clusters Score -2637073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2637070.000000 Penalty: 5169.717285
	Iteration 85Q: 3 clusters Score -2637070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2637077.250000 Penalty: 5169.717285
	Iteration 86Q: 3 clusters Score -2637077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2637077.750000 Penalty: 5169.717285
	Iteration 87Q: 3 clusters Score -2637078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2637083.250000 Penalty: 5169.717285
	Iteration 88Q: 3 clusters Score -2637083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2637085.750000 Penalty: 5169.717285
	Iteration 89Q: 3 clusters Score -2637086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2637086.500000 Penalty: 5169.717285
	Iteration 90Q: 3 clusters Score -2637086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2637084.750000 Penalty: 5169.717285
	Iteration 91Q: 3 clusters Score -2637085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2637086.000000 Penalty: 5169.717285
	Iteration 92Q: 3 clusters Score -2637086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2637085.750000 Penalty: 5169.717285
	Iteration 93Q: 3 clusters Score -2637086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2637085.750000 Penalty: 5169.717285
	Iteration 94F: 3 clusters Score -2637086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -188279.500000 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -188279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -185353.812500 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -185353.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -185940.843750 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -185940.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -186141.515625 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -186141.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -186289.468750 Penalty: 3872.726562
	Iteration 3Q: 3 clusters Score -186289.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -186401.875000 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -186401.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -186503.515625 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -186503.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186604.000000 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -186604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -186677.046875 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -186677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -186742.328125 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -186742.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -186793.656250 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -186793.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -186840.359375 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -186840.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186878.484375 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -186878.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186905.000000 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -186905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186927.984375 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -186928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186953.093750 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -186953.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -186971.640625 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -186971.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -186986.453125 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -186986.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -187009.500000 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -187009.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -187033.593750 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -187033.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -187055.187500 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -187055.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -187081.234375 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -187081.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187106.656250 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -187106.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -187127.812500 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -187127.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187146.343750 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -187146.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187160.968750 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -187161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -187182.703125 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -187182.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187200.328125 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -187200.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -187217.390625 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -187217.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -187238.828125 Penalty: 3872.726562
	Iteration 28Q: 3 clusters Score -187238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -187258.140625 Penalty: 3872.726562
	Iteration 29Q: 3 clusters Score -187258.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -187273.531250 Penalty: 3872.726562
	Iteration 30Q: 3 clusters Score -187273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -187284.312500 Penalty: 3872.726562
	Iteration 31Q: 3 clusters Score -187284.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187290.265625 Penalty: 3872.726562
	Iteration 32Q: 3 clusters Score -187290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -187293.109375 Penalty: 3872.726562
	Iteration 33Q: 3 clusters Score -187293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -187295.562500 Penalty: 3872.726562
	Iteration 34Q: 3 clusters Score -187295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187298.140625 Penalty: 3872.726562
	Iteration 35Q: 3 clusters Score -187298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187306.046875 Penalty: 3872.726562
	Iteration 36Q: 3 clusters Score -187306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -187315.609375 Penalty: 3872.726562
	Iteration 37Q: 3 clusters Score -187315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -187324.156250 Penalty: 3872.726562
	Iteration 38Q: 3 clusters Score -187324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -187333.859375 Penalty: 3872.726562
	Iteration 39Q: 3 clusters Score -187333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187336.953125 Penalty: 3872.726562
	Iteration 40F: 3 clusters Score -187337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187337.656250 Penalty: 3872.726562
	Iteration 41Q: 3 clusters Score -187337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -187337.656250 Penalty: 3872.726562
	Iteration 42F: 3 clusters Score -187337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -266910.843750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -266910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -263430.531250 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -263430.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -264183.750000 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -264183.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -264408.812500 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -264408.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -264545.093750 Penalty: 4037.451904
	Iteration 3Q: 3 clusters Score -264545.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -264653.531250 Penalty: 4037.451904
	Iteration 4Q: 3 clusters Score -264653.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -264722.031250 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -264722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -264791.375000 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -264791.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -264859.593750 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -264859.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -264927.031250 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -264927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -264976.562500 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -264976.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -265018.781250 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -265018.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -265054.593750 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -265054.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -265089.375000 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -265089.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -265118.500000 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -265118.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -265154.156250 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -265154.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -265183.500000 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -265183.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -265206.218750 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -265206.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -265235.406250 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -265235.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -265262.062500 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -265262.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265300.312500 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -265300.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -265333.125000 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -265333.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -265355.750000 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -265355.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -265373.937500 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -265373.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -265385.625000 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -265385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -265394.406250 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -265394.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -265400.625000 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -265400.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -265404.437500 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -265404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -265408.875000 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -265408.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -265413.218750 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -265413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -265415.937500 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -265415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -265420.843750 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -265420.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -265424.031250 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -265424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -265425.312500 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -265425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -265426.156250 Penalty: 4037.451904
	Iteration 33Q: 3 clusters Score -265426.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -265426.156250 Penalty: 4037.451904
	Iteration 34F: 3 clusters Score -265426.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -514927.281250 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -514927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -509473.812500 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -509473.8 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -510842.656250 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -510842.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -511060.437500 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -511060.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -511194.500000 Penalty: 4352.442383
	Iteration 3Q: 3 clusters Score -511194.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -511309.468750 Penalty: 4352.442383
	Iteration 4Q: 3 clusters Score -511309.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -511411.906250 Penalty: 4352.442383
	Iteration 5Q: 3 clusters Score -511411.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -511503.125000 Penalty: 4352.442383
	Iteration 6Q: 3 clusters Score -511503.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -511605.031250 Penalty: 4352.442383
	Iteration 7Q: 3 clusters Score -511605 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -511737.937500 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -511737.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -511894.218750 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -511894.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -512079.062500 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -512079.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -512265.187500 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -512265.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -512452.312500 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -512452.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -512624.250000 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -512624.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -512786.437500 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -512786.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -512949.718750 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -512949.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -513112.375000 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -513112.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -513248.281250 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -513248.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -513340.625000 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -513340.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -513415.531250 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -513415.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -513471.906250 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -513471.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -513506.437500 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -513506.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -513537.343750 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -513537.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -513569.312500 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -513569.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -513596.812500 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -513596.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -513618.812500 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -513618.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -513636.937500 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -513636.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -513648.625000 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -513648.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -513655.656250 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -513655.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -513660.781250 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -513660.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -513667.531250 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -513667.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -513674.906250 Penalty: 4352.442383
	Iteration 31Q: 3 clusters Score -513674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -513677.406250 Penalty: 4352.442383
	Iteration 32Q: 3 clusters Score -513677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -513678.156250 Penalty: 4352.442383
	Iteration 33Q: 3 clusters Score -513678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -513679.406250 Penalty: 4352.442383
	Iteration 34Q: 3 clusters Score -513679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -513680.500000 Penalty: 4352.442383
	Iteration 35Q: 3 clusters Score -513680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -513680.343750 Penalty: 4352.442383
	Iteration 36Q: 3 clusters Score -513680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -513680.343750 Penalty: 4352.442383
	Iteration 37F: 3 clusters Score -513680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -1215645.875000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -1215646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1204528.875000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -1204529 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1208272.375000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -1208272 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1208704.000000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -1208704 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1209076.125000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -1209076 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1209445.750000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -1209446 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1209764.625000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -1209765 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1210026.750000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -1210027 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1210307.750000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -1210308 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1210602.250000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -1210602 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1210923.375000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -1210923 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1211262.125000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -1211262 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1211610.750000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -1211611 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1211952.250000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -1211952 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1212229.750000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -1212230 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1212486.125000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -1212486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1212674.500000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -1212674 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1212810.875000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -1212811 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1212927.375000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -1212927 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1213031.875000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -1213032 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1213122.875000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -1213123 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1213218.250000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -1213218 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1213328.125000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -1213328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1213424.375000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -1213424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1213506.625000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -1213507 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1213574.000000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -1213574 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1213647.750000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -1213648 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1213718.500000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -1213718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1213777.500000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -1213778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1213836.125000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -1213836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1213898.500000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -1213898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1213947.000000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -1213947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1213982.750000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -1213983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1214020.000000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -1214020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1214040.875000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -1214041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1214068.000000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -1214068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1214100.375000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -1214100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1214134.250000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -1214134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1214171.500000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -1214172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1214184.125000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -1214184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1214202.625000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -1214203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1214213.875000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -1214214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1214222.125000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -1214222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1214231.875000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -1214232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1214239.125000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -1214239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1214240.375000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -1214240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1214246.000000 Penalty: 4783.490234
	Iteration 45Q: 3 clusters Score -1214246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1214253.000000 Penalty: 4783.490234
	Iteration 46Q: 3 clusters Score -1214253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1214261.250000 Penalty: 4783.490234
	Iteration 47Q: 3 clusters Score -1214261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1214265.125000 Penalty: 4783.490234
	Iteration 48Q: 3 clusters Score -1214265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1214270.625000 Penalty: 4783.490234
	Iteration 49Q: 3 clusters Score -1214271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1214276.625000 Penalty: 4783.490234
	Iteration 50Q: 3 clusters Score -1214277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1214284.000000 Penalty: 4783.490234
	Iteration 51Q: 3 clusters Score -1214284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1214292.625000 Penalty: 4783.490234
	Iteration 52Q: 3 clusters Score -1214293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1214294.875000 Penalty: 4783.490234
	Iteration 53Q: 3 clusters Score -1214295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1214295.875000 Penalty: 4783.490234
	Iteration 54Q: 3 clusters Score -1214296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1214299.250000 Penalty: 4783.490234
	Iteration 55Q: 3 clusters Score -1214299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1214303.625000 Penalty: 4783.490234
	Iteration 56Q: 3 clusters Score -1214304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1214307.750000 Penalty: 4783.490234
	Iteration 57Q: 3 clusters Score -1214308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1214312.750000 Penalty: 4783.490234
	Iteration 58Q: 3 clusters Score -1214313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1214317.125000 Penalty: 4783.490234
	Iteration 59Q: 3 clusters Score -1214317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1214320.250000 Penalty: 4783.490234
	Iteration 60F: 3 clusters Score -1214320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1214324.375000 Penalty: 4783.490234
	Iteration 61Q: 3 clusters Score -1214324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1214327.000000 Penalty: 4783.490234
	Iteration 62Q: 3 clusters Score -1214327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1214327.000000 Penalty: 4783.490234
	Iteration 63Q: 3 clusters Score -1214327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1214327.625000 Penalty: 4783.490234
	Iteration 64Q: 3 clusters Score -1214328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1214330.250000 Penalty: 4783.490234
	Iteration 65Q: 3 clusters Score -1214330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1214328.625000 Penalty: 4783.490234
	Iteration 66Q: 3 clusters Score -1214329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1214329.375000 Penalty: 4783.490234
	Iteration 67Q: 3 clusters Score -1214329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1214329.375000 Penalty: 4783.490234
	Iteration 68F: 3 clusters Score -1214329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -673788.125000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -673788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -666967.187500 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -666967.2 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -668875.437500 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -668875.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -669114.000000 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -669114 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -669247.250000 Penalty: 4496.281250
	Iteration 3Q: 3 clusters Score -669247.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -669384.250000 Penalty: 4496.281250
	Iteration 4Q: 3 clusters Score -669384.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -669539.250000 Penalty: 4496.281250
	Iteration 5Q: 3 clusters Score -669539.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -669702.687500 Penalty: 4496.281250
	Iteration 6Q: 3 clusters Score -669702.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -669849.875000 Penalty: 4496.281250
	Iteration 7Q: 3 clusters Score -669849.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -669976.375000 Penalty: 4496.281250
	Iteration 8Q: 3 clusters Score -669976.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -670096.562500 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -670096.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -670225.750000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -670225.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -670392.750000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -670392.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -670555.312500 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -670555.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -670720.312500 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -670720.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -670896.062500 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -670896.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -671089.875000 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -671089.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -671286.062500 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -671286.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -671430.750000 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -671430.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -671577.062500 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -671577.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -671688.437500 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -671688.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -671789.187500 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -671789.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -671857.437500 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -671857.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -671914.937500 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -671914.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -671975.625000 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -671975.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -672012.875000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -672012.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -672041.875000 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -672041.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -672067.250000 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -672067.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -672088.250000 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -672088.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -672109.750000 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -672109.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -672130.000000 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -672130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -672153.437500 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -672153.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -672166.187500 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -672166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -672173.062500 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -672173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -672180.312500 Penalty: 4496.281250
	Iteration 33Q: 3 clusters Score -672180.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -672186.687500 Penalty: 4496.281250
	Iteration 34Q: 3 clusters Score -672186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -672187.812500 Penalty: 4496.281250
	Iteration 35Q: 3 clusters Score -672187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -672187.875000 Penalty: 4496.281250
	Iteration 36Q: 3 clusters Score -672187.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -672189.625000 Penalty: 4496.281250
	Iteration 37Q: 3 clusters Score -672189.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -672190.687500 Penalty: 4496.281250
	Iteration 38Q: 3 clusters Score -672190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -672190.875000 Penalty: 4496.281250
	Iteration 39Q: 3 clusters Score -672190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -672191.750000 Penalty: 4496.281250
	Iteration 40F: 3 clusters Score -672191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -672193.500000 Penalty: 4496.281250
	Iteration 41Q: 3 clusters Score -672193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -672194.187500 Penalty: 4496.281250
	Iteration 42Q: 3 clusters Score -672194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -672196.312500 Penalty: 4496.281250
	Iteration 43Q: 3 clusters Score -672196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -672196.750000 Penalty: 4496.281250
	Iteration 44Q: 3 clusters Score -672196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -672197.437500 Penalty: 4496.281250
	Iteration 45Q: 3 clusters Score -672197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -672197.437500 Penalty: 4496.281250
	Iteration 46F: 3 clusters Score -672197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -110253.640625 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -110253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -107945.195312 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -107945.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -108319.750000 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -108319.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -108458.406250 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -108458.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -108536.539062 Penalty: 3625.037109
	Iteration 3Q: 3 clusters Score -108536.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -108577.960938 Penalty: 3625.037109
	Iteration 4Q: 3 clusters Score -108578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108608.039062 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -108608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108629.640625 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -108629.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108653.078125 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -108653.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108672.695312 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -108672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108687.656250 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -108687.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108701.296875 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -108701.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108717.578125 Penalty: 3625.037109
	Iteration 11Q: 3 clusters Score -108717.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108725.789062 Penalty: 3625.037109
	Iteration 12Q: 3 clusters Score -108725.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -108734.359375 Penalty: 3625.037109
	Iteration 13Q: 3 clusters Score -108734.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108743.515625 Penalty: 3625.037109
	Iteration 14Q: 3 clusters Score -108743.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -108752.171875 Penalty: 3625.037109
	Iteration 15Q: 3 clusters Score -108752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108762.281250 Penalty: 3625.037109
	Iteration 16Q: 3 clusters Score -108762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -108772.210938 Penalty: 3625.037109
	Iteration 17Q: 3 clusters Score -108772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108773.789062 Penalty: 3625.037109
	Iteration 18Q: 3 clusters Score -108773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108774.929688 Penalty: 3625.037109
	Iteration 19Q: 3 clusters Score -108774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -108776.210938 Penalty: 3625.037109
	Iteration 20F: 3 clusters Score -108776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -108777.460938 Penalty: 3625.037109
	Iteration 21Q: 3 clusters Score -108777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -108777.460938 Penalty: 3625.037109
	Iteration 22F: 3 clusters Score -108777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253451 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853272 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23634 members 
Mstep: Class 12 contains 35293 members 
Mstep: Class 13 contains 32312 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 19399 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 97709 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33618 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15431 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805584.000000 Penalty: 117974.585938
Iteration 239Q: 34 clusters Score -1.428056e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162518 members 
Mstep: Class 3 contains 253458 members 
Mstep: Class 4 contains 16617 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853270 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19886 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35296 members 
Mstep: Class 13 contains 32301 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19400 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 97711 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33619 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15431 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805552.000000 Penalty: 117974.585938
Iteration 240F: 34 clusters Score -1.428056e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162519 members 
Mstep: Class 3 contains 253455 members 
Mstep: Class 4 contains 16611 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853270 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 32295 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19403 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5801 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33624 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15431 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 117974.585938
Iteration 241Q: 34 clusters Score -1.428056e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162519 members 
Mstep: Class 3 contains 253456 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853270 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32291 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19404 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97713 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33626 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15431 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805568.000000 Penalty: 117974.585938
Iteration 242Q: 34 clusters Score -1.428056e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253459 members 
Mstep: Class 4 contains 16609 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853270 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32286 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19405 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33626 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15430 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 117974.585938
Iteration 243Q: 34 clusters Score -1.428056e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253459 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853268 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20496 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32281 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19407 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33630 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805664.000000 Penalty: 117974.585938
Iteration 244Q: 34 clusters Score -1.428057e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253461 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853266 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20495 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32275 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 16 contains 19408 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33636 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 117974.585938
Iteration 245Q: 34 clusters Score -1.428056e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253463 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853264 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32271 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51162 members 
Mstep: Class 16 contains 19408 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33642 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805696.000000 Penalty: 117974.585938
Iteration 246Q: 34 clusters Score -1.428057e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253463 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853265 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32266 members 
Mstep: Class 14 contains 28232 members 
Mstep: Class 15 contains 51161 members 
Mstep: Class 16 contains 19408 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33645 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805744.000000 Penalty: 117974.585938
Iteration 247Q: 34 clusters Score -1.428057e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253466 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853266 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32261 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51161 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33647 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805808.000000 Penalty: 117974.585938
Iteration 248Q: 34 clusters Score -1.428058e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253467 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853267 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32257 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51161 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33648 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 249Q: 34 clusters Score -1.428058e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253467 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853268 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20493 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32256 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51159 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33652 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 117974.585938
Iteration 250Q: 34 clusters Score -1.428058e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162520 members 
Mstep: Class 3 contains 253469 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853269 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19889 members 
Mstep: Class 10 contains 20493 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32251 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51157 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38386 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5803 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33657 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15430 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 117974.585938
Iteration 251Q: 34 clusters Score -1.428057e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162521 members 
Mstep: Class 3 contains 253468 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853273 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19889 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35299 members 
Mstep: Class 13 contains 32245 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51155 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33661 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805744.000000 Penalty: 117974.585938
Iteration 252Q: 34 clusters Score -1.428057e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253468 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853273 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32240 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51154 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28755 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33667 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805776.000000 Penalty: 117974.585938
Iteration 253Q: 34 clusters Score -1.428058e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253470 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853270 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35297 members 
Mstep: Class 13 contains 32238 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51152 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33673 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15429 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 254Q: 34 clusters Score -1.428057e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162523 members 
Mstep: Class 3 contains 253474 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853267 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32235 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51152 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33674 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15428 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805744.000000 Penalty: 117974.585938
Iteration 255Q: 34 clusters Score -1.428057e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253475 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853267 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32234 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51152 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33674 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15428 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 117974.585938
Iteration 256Q: 34 clusters Score -1.428057e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253476 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853265 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19892 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32232 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51151 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33675 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15430 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 117974.585938
Iteration 257Q: 34 clusters Score -1.428057e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253476 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853264 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19893 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32232 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51151 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33673 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15433 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 117974.585938
Iteration 258Q: 34 clusters Score -1.428057e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253477 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853263 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19894 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32232 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51151 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33672 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15433 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 259Q: 34 clusters Score -1.428057e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253477 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853261 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32232 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51151 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33673 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15433 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 117974.585938
Iteration 260F: 34 clusters Score -1.428057e+08 nChanged 0
Entering ConstructFrom: 
Score: -142805728.000000 Penalty: 117974.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -141229.515625 Penalty: 1873.474976
	Iteration 0F: 2 clusters Score -141229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -138668.078125 Penalty: 3746.949951
	Iteration 0F: 3 clusters Score -138668.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -139111.640625 Penalty: 3746.949951
	Iteration 1F: 3 clusters Score -139111.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -139248.906250 Penalty: 3746.949951
	Iteration 2F: 3 clusters Score -139248.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -139308.828125 Penalty: 3746.949951
	Iteration 3Q: 3 clusters Score -139308.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139344.734375 Penalty: 3746.949951
	Iteration 4Q: 3 clusters Score -139344.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -139364.921875 Penalty: 3746.949951
	Iteration 5Q: 3 clusters Score -139364.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -139380.156250 Penalty: 3746.949951
	Iteration 6Q: 3 clusters Score -139380.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -139395.031250 Penalty: 3746.949951
	Iteration 7Q: 3 clusters Score -139395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -139404.765625 Penalty: 3746.949951
	Iteration 8Q: 3 clusters Score -139404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -139412.468750 Penalty: 3746.949951
	Iteration 9Q: 3 clusters Score -139412.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -139420.046875 Penalty: 3746.949951
	Iteration 10Q: 3 clusters Score -139420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -139425.125000 Penalty: 3746.949951
	Iteration 11Q: 3 clusters Score -139425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -139428.578125 Penalty: 3746.949951
	Iteration 12Q: 3 clusters Score -139428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -139430.750000 Penalty: 3746.949951
	Iteration 13Q: 3 clusters Score -139430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -139431.156250 Penalty: 3746.949951
	Iteration 14Q: 3 clusters Score -139431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -139431.156250 Penalty: 3746.949951
	Iteration 15F: 3 clusters Score -139431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162522 members 
Entering Unmasked Estep 
Score: -13237072.000000 Penalty: 2975.645020
	Iteration 0F: 2 clusters Score -1.323707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -13128439.000000 Penalty: 5951.290039
	Iteration 0F: 3 clusters Score -1.312844e+07 nChanged 77575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -13173034.000000 Penalty: 5951.290039
	Iteration 1F: 3 clusters Score -1.317303e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -13173787.000000 Penalty: 5951.290039
	Iteration 2Q: 3 clusters Score -1.317379e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -13174715.000000 Penalty: 5951.290039
	Iteration 3Q: 3 clusters Score -1.317472e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -13176117.000000 Penalty: 5951.290039
	Iteration 4Q: 3 clusters Score -1.317612e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -13178798.000000 Penalty: 5951.290039
	Iteration 5Q: 3 clusters Score -1.31788e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -13183732.000000 Penalty: 5951.290039
	Iteration 6F: 3 clusters Score -1.318373e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 117239 members 
Entering Unmasked Estep 
Score: -13192394.000000 Penalty: 5951.290039
	Iteration 7F: 3 clusters Score -1.319239e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -13204262.000000 Penalty: 5951.290039
	Iteration 8F: 3 clusters Score -1.320426e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -13217012.000000 Penalty: 5951.290039
	Iteration 9F: 3 clusters Score -1.321701e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -13226577.000000 Penalty: 5951.290039
	Iteration 10F: 3 clusters Score -1.322658e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -13231491.000000 Penalty: 5951.290039
	Iteration 11Q: 3 clusters Score -1.323149e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -13233405.000000 Penalty: 5951.290039
	Iteration 12Q: 3 clusters Score -1.32334e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -13234006.000000 Penalty: 5951.290039
	Iteration 13Q: 3 clusters Score -1.323401e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 162207 members 
Entering Unmasked Estep 
Score: -13234221.000000 Penalty: 5951.290039
	Iteration 14Q: 3 clusters Score -1.323422e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -13234307.000000 Penalty: 5951.290039
	Iteration 15Q: 3 clusters Score -1.323431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 162273 members 
Entering Unmasked Estep 
Score: -13234346.000000 Penalty: 5951.290039
	Iteration 16Q: 3 clusters Score -1.323435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 162279 members 
Entering Unmasked Estep 
Score: -13234359.000000 Penalty: 5951.290039
	Iteration 17Q: 3 clusters Score -1.323436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -13234363.000000 Penalty: 5951.290039
	Iteration 18Q: 3 clusters Score -1.323436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -13234361.000000 Penalty: 5951.290039
	Iteration 19Q: 3 clusters Score -1.323436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162283 members 
Entering Unmasked Estep 
Score: -13234372.000000 Penalty: 5951.290039
	Iteration 20F: 3 clusters Score -1.323437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -13234366.000000 Penalty: 5951.290039
	Iteration 21Q: 3 clusters Score -1.323437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -13234369.000000 Penalty: 5951.290039
	Iteration 22Q: 3 clusters Score -1.323437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -13234380.000000 Penalty: 5951.290039
	Iteration 23Q: 3 clusters Score -1.323438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -13234380.000000 Penalty: 5951.290039
	Iteration 24Q: 3 clusters Score -1.323438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -13234380.000000 Penalty: 5951.290039
	Iteration 25F: 3 clusters Score -1.323438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (253477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253477 members 
Entering Unmasked Estep 
Score: -20477406.000000 Penalty: 3085.871094
	Iteration 0F: 2 clusters Score -2.047741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126825 members 
Mstep: Class 2 contains 126652 members 
Entering Unmasked Estep 
Score: -20307032.000000 Penalty: 6171.742188
	Iteration 0F: 3 clusters Score -2.030703e+07 nChanged 122274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -20379386.000000 Penalty: 6171.742188
	Iteration 1F: 3 clusters Score -2.037939e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129673 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -20380584.000000 Penalty: 6171.742188
	Iteration 2Q: 3 clusters Score -2.038058e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131281 members 
Mstep: Class 2 contains 122196 members 
Entering Unmasked Estep 
Score: -20381868.000000 Penalty: 6171.742188
	Iteration 3Q: 3 clusters Score -2.038187e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133780 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -20383530.000000 Penalty: 6171.742188
	Iteration 4Q: 3 clusters Score -2.038353e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137482 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -20385802.000000 Penalty: 6171.742188
	Iteration 5Q: 3 clusters Score -2.03858e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142893 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -20389060.000000 Penalty: 6171.742188
	Iteration 6Q: 3 clusters Score -2.038906e+07 nChanged 11070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150479 members 
Mstep: Class 2 contains 102998 members 
Entering Unmasked Estep 
Score: -20394002.000000 Penalty: 6171.742188
	Iteration 7Q: 3 clusters Score -2.0394e+07 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160552 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -20401366.000000 Penalty: 6171.742188
	Iteration 8F: 3 clusters Score -2.040137e+07 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172781 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -20412162.000000 Penalty: 6171.742188
	Iteration 9F: 3 clusters Score -2.041216e+07 nChanged 16180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185751 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -20424676.000000 Penalty: 6171.742188
	Iteration 10F: 3 clusters Score -2.042468e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196932 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -20436232.000000 Penalty: 6171.742188
	Iteration 11F: 3 clusters Score -2.043623e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205419 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -20444232.000000 Penalty: 6171.742188
	Iteration 12Q: 3 clusters Score -2.044423e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212009 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -20449452.000000 Penalty: 6171.742188
	Iteration 13Q: 3 clusters Score -2.044945e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217626 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -20452818.000000 Penalty: 6171.742188
	Iteration 14Q: 3 clusters Score -2.045282e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222756 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -20455812.000000 Penalty: 6171.742188
	Iteration 15Q: 3 clusters Score -2.045581e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227591 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -20458634.000000 Penalty: 6171.742188
	Iteration 16Q: 3 clusters Score -2.045863e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232015 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -20461274.000000 Penalty: 6171.742188
	Iteration 17Q: 3 clusters Score -2.046127e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -20463396.000000 Penalty: 6171.742188
	Iteration 18Q: 3 clusters Score -2.04634e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239363 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -20465556.000000 Penalty: 6171.742188
	Iteration 19Q: 3 clusters Score -2.046556e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242354 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -20467470.000000 Penalty: 6171.742188
	Iteration 20F: 3 clusters Score -2.046747e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244937 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -20469278.000000 Penalty: 6171.742188
	Iteration 21Q: 3 clusters Score -2.046928e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247084 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -20470640.000000 Penalty: 6171.742188
	Iteration 22Q: 3 clusters Score -2.047064e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248819 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -20471810.000000 Penalty: 6171.742188
	Iteration 23Q: 3 clusters Score -2.047181e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250215 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -20472800.000000 Penalty: 6171.742188
	Iteration 24Q: 3 clusters Score -2.04728e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251193 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -20473576.000000 Penalty: 6171.742188
	Iteration 25Q: 3 clusters Score -2.047358e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251838 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -20474032.000000 Penalty: 6171.742188
	Iteration 26Q: 3 clusters Score -2.047403e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252240 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20474308.000000 Penalty: 6171.742188
	Iteration 27Q: 3 clusters Score -2.047431e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252468 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20474472.000000 Penalty: 6171.742188
	Iteration 28Q: 3 clusters Score -2.047447e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252610 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -20474560.000000 Penalty: 6171.742188
	Iteration 29Q: 3 clusters Score -2.047456e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252710 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20474620.000000 Penalty: 6171.742188
	Iteration 30Q: 3 clusters Score -2.047462e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252780 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20474680.000000 Penalty: 6171.742188
	Iteration 31Q: 3 clusters Score -2.047468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252821 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20474712.000000 Penalty: 6171.742188
	Iteration 32Q: 3 clusters Score -2.047471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252868 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20474744.000000 Penalty: 6171.742188
	Iteration 33Q: 3 clusters Score -2.047474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252907 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20474744.000000 Penalty: 6171.742188
	Iteration 34Q: 3 clusters Score -2.047474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252937 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20474768.000000 Penalty: 6171.742188
	Iteration 35Q: 3 clusters Score -2.047477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252952 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20474792.000000 Penalty: 6171.742188
	Iteration 36Q: 3 clusters Score -2.047479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252963 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20474800.000000 Penalty: 6171.742188
	Iteration 37Q: 3 clusters Score -2.04748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252975 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -20474800.000000 Penalty: 6171.742188
	Iteration 38Q: 3 clusters Score -2.04748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252981 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20474812.000000 Penalty: 6171.742188
	Iteration 39Q: 3 clusters Score -2.047481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252985 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20474822.000000 Penalty: 6171.742188
	Iteration 40F: 3 clusters Score -2.047482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252990 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -20474816.000000 Penalty: 6171.742188
	Iteration 41Q: 3 clusters Score -2.047482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252994 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20474812.000000 Penalty: 6171.742188
	Iteration 42Q: 3 clusters Score -2.047481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252997 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -20474808.000000 Penalty: 6171.742188
	Iteration 43Q: 3 clusters Score -2.047481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252998 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20474806.000000 Penalty: 6171.742188
	Iteration 44Q: 3 clusters Score -2.047481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252998 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20474820.000000 Penalty: 6171.742188
	Iteration 45Q: 3 clusters Score -2.047482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252998 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20474820.000000 Penalty: 6171.742188
	Iteration 46F: 3 clusters Score -2.047482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1277522.750000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -1277523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1265695.500000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -1265696 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1269694.625000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -1269695 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1270271.000000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -1270271 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1270826.000000 Penalty: 4820.008789
	Iteration 3F: 3 clusters Score -1270826 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1271368.750000 Penalty: 4820.008789
	Iteration 4F: 3 clusters Score -1271369 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1271888.250000 Penalty: 4820.008789
	Iteration 5F: 3 clusters Score -1271888 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1272374.250000 Penalty: 4820.008789
	Iteration 6F: 3 clusters Score -1272374 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1272832.375000 Penalty: 4820.008789
	Iteration 7Q: 3 clusters Score -1272832 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1273253.250000 Penalty: 4820.008789
	Iteration 8Q: 3 clusters Score -1273253 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1273647.000000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -1273647 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1274012.500000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -1274012 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1274281.500000 Penalty: 4820.008789
	Iteration 11Q: 3 clusters Score -1274282 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1274483.375000 Penalty: 4820.008789
	Iteration 12Q: 3 clusters Score -1274483 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1274653.750000 Penalty: 4820.008789
	Iteration 13Q: 3 clusters Score -1274654 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1274798.750000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -1274799 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1274942.500000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -1274942 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1275068.125000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -1275068 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1275168.000000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -1275168 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1275238.875000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -1275239 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1275300.125000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -1275300 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1275347.750000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -1275348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1275385.500000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -1275386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1275420.625000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -1275421 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1275439.500000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -1275440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1275462.500000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -1275462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1275478.500000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -1275478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1275493.500000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -1275494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1275512.000000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -1275512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1275524.125000 Penalty: 4820.008789
	Iteration 28Q: 3 clusters Score -1275524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1275546.875000 Penalty: 4820.008789
	Iteration 29Q: 3 clusters Score -1275547 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1275550.250000 Penalty: 4820.008789
	Iteration 30Q: 3 clusters Score -1275550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1275563.000000 Penalty: 4820.008789
	Iteration 31Q: 3 clusters Score -1275563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1275572.625000 Penalty: 4820.008789
	Iteration 32Q: 3 clusters Score -1275573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1275589.375000 Penalty: 4820.008789
	Iteration 33Q: 3 clusters Score -1275589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1275602.375000 Penalty: 4820.008789
	Iteration 34Q: 3 clusters Score -1275602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1275614.500000 Penalty: 4820.008789
	Iteration 35Q: 3 clusters Score -1275614 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1275633.000000 Penalty: 4820.008789
	Iteration 36Q: 3 clusters Score -1275633 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1275643.625000 Penalty: 4820.008789
	Iteration 37Q: 3 clusters Score -1275644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1275668.500000 Penalty: 4820.008789
	Iteration 38Q: 3 clusters Score -1275668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1275681.500000 Penalty: 4820.008789
	Iteration 39Q: 3 clusters Score -1275682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1275702.000000 Penalty: 4820.008789
	Iteration 40F: 3 clusters Score -1275702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1275711.750000 Penalty: 4820.008789
	Iteration 41Q: 3 clusters Score -1275712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1275731.250000 Penalty: 4820.008789
	Iteration 42Q: 3 clusters Score -1275731 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1275750.000000 Penalty: 4820.008789
	Iteration 43Q: 3 clusters Score -1275750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1275766.125000 Penalty: 4820.008789
	Iteration 44Q: 3 clusters Score -1275766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1275784.375000 Penalty: 4820.008789
	Iteration 45Q: 3 clusters Score -1275784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1275809.125000 Penalty: 4820.008789
	Iteration 46Q: 3 clusters Score -1275809 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1275821.625000 Penalty: 4820.008789
	Iteration 47Q: 3 clusters Score -1275822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1275845.500000 Penalty: 4820.008789
	Iteration 48Q: 3 clusters Score -1275846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1275865.125000 Penalty: 4820.008789
	Iteration 49Q: 3 clusters Score -1275865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1275872.875000 Penalty: 4820.008789
	Iteration 50Q: 3 clusters Score -1275873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1275883.875000 Penalty: 4820.008789
	Iteration 51Q: 3 clusters Score -1275884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1275900.000000 Penalty: 4820.008789
	Iteration 52Q: 3 clusters Score -1275900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1275913.125000 Penalty: 4820.008789
	Iteration 53Q: 3 clusters Score -1275913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1275924.125000 Penalty: 4820.008789
	Iteration 54Q: 3 clusters Score -1275924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1275942.625000 Penalty: 4820.008789
	Iteration 55Q: 3 clusters Score -1275943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1275955.625000 Penalty: 4820.008789
	Iteration 56Q: 3 clusters Score -1275956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1275977.375000 Penalty: 4820.008789
	Iteration 57Q: 3 clusters Score -1275977 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1275996.750000 Penalty: 4820.008789
	Iteration 58Q: 3 clusters Score -1275997 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1276014.125000 Penalty: 4820.008789
	Iteration 59Q: 3 clusters Score -1276014 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1276036.250000 Penalty: 4820.008789
	Iteration 60F: 3 clusters Score -1276036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1276047.500000 Penalty: 4820.008789
	Iteration 61Q: 3 clusters Score -1276048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1276067.750000 Penalty: 4820.008789
	Iteration 62Q: 3 clusters Score -1276068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1276076.375000 Penalty: 4820.008789
	Iteration 63Q: 3 clusters Score -1276076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1276093.625000 Penalty: 4820.008789
	Iteration 64Q: 3 clusters Score -1276094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1276111.000000 Penalty: 4820.008789
	Iteration 65Q: 3 clusters Score -1276111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1276126.250000 Penalty: 4820.008789
	Iteration 66Q: 3 clusters Score -1276126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1276141.250000 Penalty: 4820.008789
	Iteration 67Q: 3 clusters Score -1276141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1276166.375000 Penalty: 4820.008789
	Iteration 68Q: 3 clusters Score -1276166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1276190.750000 Penalty: 4820.008789
	Iteration 69Q: 3 clusters Score -1276191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1276231.750000 Penalty: 4820.008789
	Iteration 70Q: 3 clusters Score -1276232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1276285.750000 Penalty: 4820.008789
	Iteration 71Q: 3 clusters Score -1276286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1276362.875000 Penalty: 4820.008789
	Iteration 72Q: 3 clusters Score -1276363 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1276507.250000 Penalty: 4820.008789
	Iteration 73Q: 3 clusters Score -1276507 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1276739.125000 Penalty: 4820.008789
	Iteration 74Q: 3 clusters Score -1276739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1277141.500000 Penalty: 4820.008789
	Iteration 75Q: 3 clusters Score -1277142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1277447.250000 Penalty: 4820.008789
	Iteration 76Q: 3 clusters Score -1277447 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1277526.250000 Penalty: 4820.008789
	Iteration 77Q: 3 clusters Score -1277526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1277551.250000 Penalty: 4820.008789
	Iteration 78Q: 3 clusters Score -1277551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1277560.125000 Penalty: 4820.008789
	Iteration 79Q: 3 clusters Score -1277560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1277567.375000 Penalty: 4820.008789
	Iteration 80F: 3 clusters Score -1277567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1277567.875000 Penalty: 4820.008789
	Iteration 81Q: 3 clusters Score -1277568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1277572.750000 Penalty: 4820.008789
	Iteration 82Q: 3 clusters Score -1277573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1277576.625000 Penalty: 4820.008789
	Iteration 83Q: 3 clusters Score -1277577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1277574.375000 Penalty: 4820.008789
	Iteration 84Q: 3 clusters Score -1277574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1277575.250000 Penalty: 4820.008789
	Iteration 85Q: 3 clusters Score -1277575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1277577.750000 Penalty: 4820.008789
	Iteration 86Q: 3 clusters Score -1277578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1277577.750000 Penalty: 4820.008789
	Iteration 87F: 3 clusters Score -1277578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162522 members 
Mstep: Class 3 contains 253477 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 853261 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 20494 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 35298 members 
Mstep: Class 13 contains 32232 members 
Mstep: Class 14 contains 28231 members 
Mstep: Class 15 contains 51151 members 
Mstep: Class 16 contains 19409 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 38385 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 5804 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 97714 members 
Mstep: Class 23 contains 17238 members 
Mstep: Class 24 contains 3258 members 
Mstep: Class 25 contains 28754 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 33673 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 3429 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 15433 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 1493 members 
Mstep: Class 34 contains 12859 members 
Entering Unmasked Estep 
Score: -142804496.000000 Penalty: 121549.570312
Splitting cluster 4 changes total score from -142805728.000000 to -142804496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -124775.640625 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -124775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -122341.914062 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -122341.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -122825.125000 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -122825.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -123070.593750 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -123070.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -123302.257812 Penalty: 3681.497314
	Iteration 3F: 3 clusters Score -123302.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -123503.781250 Penalty: 3681.497314
	Iteration 4F: 3 clusters Score -123503.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -123623.492188 Penalty: 3681.497314
	Iteration 5F: 3 clusters Score -123623.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -123702.914062 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -123702.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -123768.382812 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -123768.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -123812.093750 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -123812.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -123844.507812 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -123844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -123862.453125 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -123862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -123879.265625 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -123879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -123888.984375 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -123889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -123896.093750 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -123896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -123905.585938 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -123905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -123911.468750 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -123911.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -123920.789062 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -123920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -123921.843750 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -123921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -123925.632812 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -123925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -123925.632812 Penalty: 3681.497314
	Iteration 19F: 3 clusters Score -123925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -67284.070312 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -67284.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -65317.464844 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -65317.46 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65597.601562 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -65597.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65694.570312 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -65694.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65738.554688 Penalty: 3428.720215
	Iteration 3Q: 3 clusters Score -65738.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65764.796875 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -65764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65787.210938 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -65787.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65805.742188 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -65805.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65815.554688 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -65815.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65816.906250 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -65816.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65823.648438 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -65823.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -65823.648438 Penalty: 3428.720215
	Iteration 10F: 3 clusters Score -65823.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (853261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853261 members 
Entering Unmasked Estep 
Score: -68863912.000000 Penalty: 3386.891357
	Iteration 0F: 2 clusters Score -6.886391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425999 members 
Mstep: Class 2 contains 427262 members 
Entering Unmasked Estep 
Score: -68293088.000000 Penalty: 6773.782715
	Iteration 0F: 3 clusters Score -6.829309e+07 nChanged 418720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416071 members 
Mstep: Class 2 contains 437190 members 
Entering Unmasked Estep 
Score: -68549352.000000 Penalty: 6773.782715
	Iteration 1F: 3 clusters Score -6.854935e+07 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410228 members 
Mstep: Class 2 contains 443033 members 
Entering Unmasked Estep 
Score: -68553320.000000 Penalty: 6773.782715
	Iteration 2Q: 3 clusters Score -6.855332e+07 nChanged 22773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401017 members 
Mstep: Class 2 contains 452244 members 
Entering Unmasked Estep 
Score: -68558824.000000 Penalty: 6773.782715
	Iteration 3Q: 3 clusters Score -6.855882e+07 nChanged 27536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386655 members 
Mstep: Class 2 contains 466606 members 
Entering Unmasked Estep 
Score: -68567968.000000 Penalty: 6773.782715
	Iteration 4Q: 3 clusters Score -6.856797e+07 nChanged 33699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364350 members 
Mstep: Class 2 contains 488911 members 
Entering Unmasked Estep 
Score: -68583728.000000 Penalty: 6773.782715
	Iteration 5Q: 3 clusters Score -6.858373e+07 nChanged 41732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330910 members 
Mstep: Class 2 contains 522351 members 
Entering Unmasked Estep 
Score: -68606568.000000 Penalty: 6773.782715
	Iteration 6Q: 3 clusters Score -6.860657e+07 nChanged 50664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284822 members 
Mstep: Class 2 contains 568439 members 
Entering Unmasked Estep 
Score: -68639528.000000 Penalty: 6773.782715
	Iteration 7F: 3 clusters Score -6.863953e+07 nChanged 59378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226896 members 
Mstep: Class 2 contains 626365 members 
Entering Unmasked Estep 
Score: -68683952.000000 Penalty: 6773.782715
	Iteration 8F: 3 clusters Score -6.868395e+07 nChanged 62955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 689026 members 
Entering Unmasked Estep 
Score: -68734360.000000 Penalty: 6773.782715
	Iteration 9F: 3 clusters Score -6.873436e+07 nChanged 57452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 746428 members 
Entering Unmasked Estep 
Score: -68780880.000000 Penalty: 6773.782715
	Iteration 10F: 3 clusters Score -6.878088e+07 nChanged 43097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 789511 members 
Entering Unmasked Estep 
Score: -68815688.000000 Penalty: 6773.782715
	Iteration 11F: 3 clusters Score -6.881569e+07 nChanged 27565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 817072 members 
Entering Unmasked Estep 
Score: -68837056.000000 Penalty: 6773.782715
	Iteration 12Q: 3 clusters Score -6.883706e+07 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 832847 members 
Entering Unmasked Estep 
Score: -68848312.000000 Penalty: 6773.782715
	Iteration 13Q: 3 clusters Score -6.884831e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 841280 members 
Entering Unmasked Estep 
Score: -68854000.000000 Penalty: 6773.782715
	Iteration 14Q: 3 clusters Score -6.8854e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 845962 members 
Entering Unmasked Estep 
Score: -68857248.000000 Penalty: 6773.782715
	Iteration 15Q: 3 clusters Score -6.885725e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 848469 members 
Entering Unmasked Estep 
Score: -68858944.000000 Penalty: 6773.782715
	Iteration 16Q: 3 clusters Score -6.885894e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 849806 members 
Entering Unmasked Estep 
Score: -68859704.000000 Penalty: 6773.782715
	Iteration 17Q: 3 clusters Score -6.88597e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 850558 members 
Entering Unmasked Estep 
Score: -68860128.000000 Penalty: 6773.782715
	Iteration 18Q: 3 clusters Score -6.886013e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 851051 members 
Entering Unmasked Estep 
Score: -68860464.000000 Penalty: 6773.782715
	Iteration 19Q: 3 clusters Score -6.886046e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 851342 members 
Entering Unmasked Estep 
Score: -68860568.000000 Penalty: 6773.782715
	Iteration 20F: 3 clusters Score -6.886057e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 851562 members 
Entering Unmasked Estep 
Score: -68860696.000000 Penalty: 6773.782715
	Iteration 21Q: 3 clusters Score -6.88607e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 851715 members 
Entering Unmasked Estep 
Score: -68860680.000000 Penalty: 6773.782715
	Iteration 22Q: 3 clusters Score -6.886068e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 851826 members 
Entering Unmasked Estep 
Score: -68860792.000000 Penalty: 6773.782715
	Iteration 23Q: 3 clusters Score -6.886079e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 851897 members 
Entering Unmasked Estep 
Score: -68860872.000000 Penalty: 6773.782715
	Iteration 24Q: 3 clusters Score -6.886087e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 851969 members 
Entering Unmasked Estep 
Score: -68860912.000000 Penalty: 6773.782715
	Iteration 25Q: 3 clusters Score -6.886091e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 852028 members 
Entering Unmasked Estep 
Score: -68860912.000000 Penalty: 6773.782715
	Iteration 26Q: 3 clusters Score -6.886091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 852070 members 
Entering Unmasked Estep 
Score: -68861008.000000 Penalty: 6773.782715
	Iteration 27Q: 3 clusters Score -6.886101e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 852104 members 
Entering Unmasked Estep 
Score: -68860992.000000 Penalty: 6773.782715
	Iteration 28Q: 3 clusters Score -6.886099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 852124 members 
Entering Unmasked Estep 
Score: -68861008.000000 Penalty: 6773.782715
	Iteration 29Q: 3 clusters Score -6.886101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 852136 members 
Entering Unmasked Estep 
Score: -68861048.000000 Penalty: 6773.782715
	Iteration 30Q: 3 clusters Score -6.886105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 852138 members 
Entering Unmasked Estep 
Score: -68861024.000000 Penalty: 6773.782715
	Iteration 31Q: 3 clusters Score -6.886102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 852137 members 
Entering Unmasked Estep 
Score: -68861016.000000 Penalty: 6773.782715
	Iteration 32Q: 3 clusters Score -6.886102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 852144 members 
Entering Unmasked Estep 
Score: -68861016.000000 Penalty: 6773.782715
	Iteration 33Q: 3 clusters Score -6.886102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 852152 members 
Entering Unmasked Estep 
Score: -68861032.000000 Penalty: 6773.782715
	Iteration 34Q: 3 clusters Score -6.886103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 852156 members 
Entering Unmasked Estep 
Score: -68861072.000000 Penalty: 6773.782715
	Iteration 35Q: 3 clusters Score -6.886107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 852163 members 
Entering Unmasked Estep 
Score: -68861072.000000 Penalty: 6773.782715
	Iteration 36Q: 3 clusters Score -6.886107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 852171 members 
Entering Unmasked Estep 
Score: -68861072.000000 Penalty: 6773.782715
	Iteration 37Q: 3 clusters Score -6.886107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 852176 members 
Entering Unmasked Estep 
Score: -68861056.000000 Penalty: 6773.782715
	Iteration 38Q: 3 clusters Score -6.886106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 852181 members 
Entering Unmasked Estep 
Score: -68861064.000000 Penalty: 6773.782715
	Iteration 39Q: 3 clusters Score -6.886106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 852188 members 
Entering Unmasked Estep 
Score: -68861056.000000 Penalty: 6773.782715
	Iteration 40F: 3 clusters Score -6.886106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 852191 members 
Entering Unmasked Estep 
Score: -68861048.000000 Penalty: 6773.782715
	Iteration 41Q: 3 clusters Score -6.886105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 852193 members 
Entering Unmasked Estep 
Score: -68861048.000000 Penalty: 6773.782715
	Iteration 42Q: 3 clusters Score -6.886105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 852196 members 
Entering Unmasked Estep 
Score: -68861072.000000 Penalty: 6773.782715
	Iteration 43Q: 3 clusters Score -6.886107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 852201 members 
Entering Unmasked Estep 
Score: -68861104.000000 Penalty: 6773.782715
	Iteration 44Q: 3 clusters Score -6.88611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 852204 members 
Entering Unmasked Estep 
Score: -68861104.000000 Penalty: 6773.782715
	Iteration 45Q: 3 clusters Score -6.88611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 852204 members 
Entering Unmasked Estep 
Score: -68861104.000000 Penalty: 6773.782715
	Iteration 46F: 3 clusters Score -6.88611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -745028.687500 Penalty: 2255.848633
	Iteration 0F: 2 clusters Score -745028.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -738127.125000 Penalty: 4511.697266
	Iteration 0F: 3 clusters Score -738127.1 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -739978.625000 Penalty: 4511.697266
	Iteration 1F: 3 clusters Score -739978.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -740245.812500 Penalty: 4511.697266
	Iteration 2F: 3 clusters Score -740245.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -740426.000000 Penalty: 4511.697266
	Iteration 3Q: 3 clusters Score -740426 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -740539.250000 Penalty: 4511.697266
	Iteration 4Q: 3 clusters Score -740539.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -740625.187500 Penalty: 4511.697266
	Iteration 5Q: 3 clusters Score -740625.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -740697.437500 Penalty: 4511.697266
	Iteration 6Q: 3 clusters Score -740697.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -740756.500000 Penalty: 4511.697266
	Iteration 7Q: 3 clusters Score -740756.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -740819.000000 Penalty: 4511.697266
	Iteration 8Q: 3 clusters Score -740819 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -740884.687500 Penalty: 4511.697266
	Iteration 9Q: 3 clusters Score -740884.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -740960.500000 Penalty: 4511.697266
	Iteration 10Q: 3 clusters Score -740960.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -741062.125000 Penalty: 4511.697266
	Iteration 11Q: 3 clusters Score -741062.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -741209.812500 Penalty: 4511.697266
	Iteration 12Q: 3 clusters Score -741209.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -741398.312500 Penalty: 4511.697266
	Iteration 13Q: 3 clusters Score -741398.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -741595.687500 Penalty: 4511.697266
	Iteration 14Q: 3 clusters Score -741595.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -741844.750000 Penalty: 4511.697266
	Iteration 15Q: 3 clusters Score -741844.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -742099.937500 Penalty: 4511.697266
	Iteration 16Q: 3 clusters Score -742099.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -742299.500000 Penalty: 4511.697266
	Iteration 17Q: 3 clusters Score -742299.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -742483.250000 Penalty: 4511.697266
	Iteration 18Q: 3 clusters Score -742483.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -742633.125000 Penalty: 4511.697266
	Iteration 19Q: 3 clusters Score -742633.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -742728.687500 Penalty: 4511.697266
	Iteration 20F: 3 clusters Score -742728.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -742806.000000 Penalty: 4511.697266
	Iteration 21Q: 3 clusters Score -742806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -742856.562500 Penalty: 4511.697266
	Iteration 22Q: 3 clusters Score -742856.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -742907.562500 Penalty: 4511.697266
	Iteration 23Q: 3 clusters Score -742907.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -742947.750000 Penalty: 4511.697266
	Iteration 24Q: 3 clusters Score -742947.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -742985.000000 Penalty: 4511.697266
	Iteration 25Q: 3 clusters Score -742985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -743018.062500 Penalty: 4511.697266
	Iteration 26Q: 3 clusters Score -743018.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -743034.625000 Penalty: 4511.697266
	Iteration 27Q: 3 clusters Score -743034.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -743048.375000 Penalty: 4511.697266
	Iteration 28Q: 3 clusters Score -743048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -743058.562500 Penalty: 4511.697266
	Iteration 29Q: 3 clusters Score -743058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -743063.625000 Penalty: 4511.697266
	Iteration 30Q: 3 clusters Score -743063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -743068.000000 Penalty: 4511.697266
	Iteration 31Q: 3 clusters Score -743068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -743069.937500 Penalty: 4511.697266
	Iteration 32Q: 3 clusters Score -743069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -743069.937500 Penalty: 4511.697266
	Iteration 33F: 3 clusters Score -743069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Entering Unmasked Estep 
Score: -1390255.000000 Penalty: 2454.759521
	Iteration 0F: 2 clusters Score -1390255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1376283.250000 Penalty: 4909.519043
	Iteration 0F: 3 clusters Score -1376283 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1380912.625000 Penalty: 4909.519043
	Iteration 1F: 3 clusters Score -1380913 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1381512.500000 Penalty: 4909.519043
	Iteration 2F: 3 clusters Score -1381512 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1382113.750000 Penalty: 4909.519043
	Iteration 3F: 3 clusters Score -1382114 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1382790.875000 Penalty: 4909.519043
	Iteration 4F: 3 clusters Score -1382791 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1383453.375000 Penalty: 4909.519043
	Iteration 5F: 3 clusters Score -1383453 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1384191.500000 Penalty: 4909.519043
	Iteration 6F: 3 clusters Score -1384192 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1384942.000000 Penalty: 4909.519043
	Iteration 7F: 3 clusters Score -1384942 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1385651.250000 Penalty: 4909.519043
	Iteration 8Q: 3 clusters Score -1385651 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1386215.000000 Penalty: 4909.519043
	Iteration 9Q: 3 clusters Score -1386215 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1386590.375000 Penalty: 4909.519043
	Iteration 10Q: 3 clusters Score -1386590 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1386899.750000 Penalty: 4909.519043
	Iteration 11Q: 3 clusters Score -1386900 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1387134.875000 Penalty: 4909.519043
	Iteration 12Q: 3 clusters Score -1387135 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1387309.625000 Penalty: 4909.519043
	Iteration 13Q: 3 clusters Score -1387310 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1387473.250000 Penalty: 4909.519043
	Iteration 14Q: 3 clusters Score -1387473 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1387608.375000 Penalty: 4909.519043
	Iteration 15Q: 3 clusters Score -1387608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1387710.000000 Penalty: 4909.519043
	Iteration 16Q: 3 clusters Score -1387710 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1387800.250000 Penalty: 4909.519043
	Iteration 17Q: 3 clusters Score -1387800 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1387881.000000 Penalty: 4909.519043
	Iteration 18Q: 3 clusters Score -1387881 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1387975.250000 Penalty: 4909.519043
	Iteration 19Q: 3 clusters Score -1387975 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1388044.625000 Penalty: 4909.519043
	Iteration 20F: 3 clusters Score -1388045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1388096.000000 Penalty: 4909.519043
	Iteration 21Q: 3 clusters Score -1388096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1388133.500000 Penalty: 4909.519043
	Iteration 22Q: 3 clusters Score -1388134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1388165.750000 Penalty: 4909.519043
	Iteration 23Q: 3 clusters Score -1388166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1388194.250000 Penalty: 4909.519043
	Iteration 24Q: 3 clusters Score -1388194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1388220.125000 Penalty: 4909.519043
	Iteration 25Q: 3 clusters Score -1388220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1388242.750000 Penalty: 4909.519043
	Iteration 26Q: 3 clusters Score -1388243 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1388270.125000 Penalty: 4909.519043
	Iteration 27Q: 3 clusters Score -1388270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1388287.375000 Penalty: 4909.519043
	Iteration 28Q: 3 clusters Score -1388287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1388307.125000 Penalty: 4909.519043
	Iteration 29Q: 3 clusters Score -1388307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1388330.625000 Penalty: 4909.519043
	Iteration 30Q: 3 clusters Score -1388331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1388353.875000 Penalty: 4909.519043
	Iteration 31Q: 3 clusters Score -1388354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1388388.125000 Penalty: 4909.519043
	Iteration 32Q: 3 clusters Score -1388388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1388411.875000 Penalty: 4909.519043
	Iteration 33Q: 3 clusters Score -1388412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1388431.375000 Penalty: 4909.519043
	Iteration 34Q: 3 clusters Score -1388431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1388457.250000 Penalty: 4909.519043
	Iteration 35Q: 3 clusters Score -1388457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1388478.750000 Penalty: 4909.519043
	Iteration 36Q: 3 clusters Score -1388479 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1388495.750000 Penalty: 4909.519043
	Iteration 37Q: 3 clusters Score -1388496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1388504.500000 Penalty: 4909.519043
	Iteration 38Q: 3 clusters Score -1388504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1388513.875000 Penalty: 4909.519043
	Iteration 39Q: 3 clusters Score -1388514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1388528.375000 Penalty: 4909.519043
	Iteration 40F: 3 clusters Score -1388528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1388535.625000 Penalty: 4909.519043
	Iteration 41Q: 3 clusters Score -1388536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1388542.875000 Penalty: 4909.519043
	Iteration 42Q: 3 clusters Score -1388543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1388547.375000 Penalty: 4909.519043
	Iteration 43Q: 3 clusters Score -1388547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1388555.750000 Penalty: 4909.519043
	Iteration 44Q: 3 clusters Score -1388556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1388555.125000 Penalty: 4909.519043
	Iteration 45Q: 3 clusters Score -1388555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1388561.750000 Penalty: 4909.519043
	Iteration 46Q: 3 clusters Score -1388562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1388573.250000 Penalty: 4909.519043
	Iteration 47Q: 3 clusters Score -1388573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1388578.250000 Penalty: 4909.519043
	Iteration 48Q: 3 clusters Score -1388578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1388591.125000 Penalty: 4909.519043
	Iteration 49Q: 3 clusters Score -1388591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1388603.625000 Penalty: 4909.519043
	Iteration 50Q: 3 clusters Score -1388604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1388613.375000 Penalty: 4909.519043
	Iteration 51Q: 3 clusters Score -1388613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1388619.375000 Penalty: 4909.519043
	Iteration 52Q: 3 clusters Score -1388619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1388622.500000 Penalty: 4909.519043
	Iteration 53Q: 3 clusters Score -1388622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1388628.625000 Penalty: 4909.519043
	Iteration 54Q: 3 clusters Score -1388629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1388635.750000 Penalty: 4909.519043
	Iteration 55Q: 3 clusters Score -1388636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1388633.000000 Penalty: 4909.519043
	Iteration 56Q: 3 clusters Score -1388633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1388639.000000 Penalty: 4909.519043
	Iteration 57Q: 3 clusters Score -1388639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1388646.500000 Penalty: 4909.519043
	Iteration 58Q: 3 clusters Score -1388646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1388645.750000 Penalty: 4909.519043
	Iteration 59Q: 3 clusters Score -1388646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1388651.250000 Penalty: 4909.519043
	Iteration 60F: 3 clusters Score -1388651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1388655.625000 Penalty: 4909.519043
	Iteration 61Q: 3 clusters Score -1388656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1388657.375000 Penalty: 4909.519043
	Iteration 62Q: 3 clusters Score -1388657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1388657.000000 Penalty: 4909.519043
	Iteration 63Q: 3 clusters Score -1388657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1388665.250000 Penalty: 4909.519043
	Iteration 64Q: 3 clusters Score -1388665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1388670.875000 Penalty: 4909.519043
	Iteration 65Q: 3 clusters Score -1388671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1388672.375000 Penalty: 4909.519043
	Iteration 66Q: 3 clusters Score -1388672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1388674.250000 Penalty: 4909.519043
	Iteration 67Q: 3 clusters Score -1388674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1388674.000000 Penalty: 4909.519043
	Iteration 68Q: 3 clusters Score -1388674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1388674.000000 Penalty: 4909.519043
	Iteration 69F: 3 clusters Score -1388674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -1602755.625000 Penalty: 2462.115967
	Iteration 0F: 2 clusters Score -1602756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1588386.125000 Penalty: 4924.231934
	Iteration 0F: 3 clusters Score -1588386 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1593470.875000 Penalty: 4924.231934
	Iteration 1F: 3 clusters Score -1593471 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1594034.375000 Penalty: 4924.231934
	Iteration 2F: 3 clusters Score -1594034 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1594568.000000 Penalty: 4924.231934
	Iteration 3F: 3 clusters Score -1594568 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1595070.125000 Penalty: 4924.231934
	Iteration 4F: 3 clusters Score -1595070 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1595633.375000 Penalty: 4924.231934
	Iteration 5F: 3 clusters Score -1595633 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1596183.875000 Penalty: 4924.231934
	Iteration 6Q: 3 clusters Score -1596184 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1596736.250000 Penalty: 4924.231934
	Iteration 7Q: 3 clusters Score -1596736 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1597244.625000 Penalty: 4924.231934
	Iteration 8Q: 3 clusters Score -1597245 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1597721.750000 Penalty: 4924.231934
	Iteration 9Q: 3 clusters Score -1597722 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1598170.250000 Penalty: 4924.231934
	Iteration 10Q: 3 clusters Score -1598170 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1598593.500000 Penalty: 4924.231934
	Iteration 11Q: 3 clusters Score -1598594 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1599042.125000 Penalty: 4924.231934
	Iteration 12Q: 3 clusters Score -1599042 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1599515.125000 Penalty: 4924.231934
	Iteration 13Q: 3 clusters Score -1599515 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1600023.125000 Penalty: 4924.231934
	Iteration 14Q: 3 clusters Score -1600023 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1600433.875000 Penalty: 4924.231934
	Iteration 15Q: 3 clusters Score -1600434 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1600739.250000 Penalty: 4924.231934
	Iteration 16Q: 3 clusters Score -1600739 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1600949.250000 Penalty: 4924.231934
	Iteration 17Q: 3 clusters Score -1600949 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1601062.250000 Penalty: 4924.231934
	Iteration 18Q: 3 clusters Score -1601062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1601143.500000 Penalty: 4924.231934
	Iteration 19Q: 3 clusters Score -1601144 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1601206.875000 Penalty: 4924.231934
	Iteration 20F: 3 clusters Score -1601207 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1601251.125000 Penalty: 4924.231934
	Iteration 21Q: 3 clusters Score -1601251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1601276.625000 Penalty: 4924.231934
	Iteration 22Q: 3 clusters Score -1601277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1601293.375000 Penalty: 4924.231934
	Iteration 23Q: 3 clusters Score -1601293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1601316.500000 Penalty: 4924.231934
	Iteration 24Q: 3 clusters Score -1601316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1601321.750000 Penalty: 4924.231934
	Iteration 25Q: 3 clusters Score -1601322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1601329.250000 Penalty: 4924.231934
	Iteration 26Q: 3 clusters Score -1601329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1601334.125000 Penalty: 4924.231934
	Iteration 27Q: 3 clusters Score -1601334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1601337.250000 Penalty: 4924.231934
	Iteration 28Q: 3 clusters Score -1601337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1601348.875000 Penalty: 4924.231934
	Iteration 29Q: 3 clusters Score -1601349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1601351.500000 Penalty: 4924.231934
	Iteration 30Q: 3 clusters Score -1601352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1601360.500000 Penalty: 4924.231934
	Iteration 31Q: 3 clusters Score -1601360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1601364.625000 Penalty: 4924.231934
	Iteration 32Q: 3 clusters Score -1601365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1601371.875000 Penalty: 4924.231934
	Iteration 33Q: 3 clusters Score -1601372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1601374.125000 Penalty: 4924.231934
	Iteration 34Q: 3 clusters Score -1601374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1601380.625000 Penalty: 4924.231934
	Iteration 35Q: 3 clusters Score -1601381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1601387.125000 Penalty: 4924.231934
	Iteration 36Q: 3 clusters Score -1601387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1601391.875000 Penalty: 4924.231934
	Iteration 37Q: 3 clusters Score -1601392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1601390.250000 Penalty: 4924.231934
	Iteration 38Q: 3 clusters Score -1601390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1601391.875000 Penalty: 4924.231934
	Iteration 39Q: 3 clusters Score -1601392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1601396.000000 Penalty: 4924.231934
	Iteration 40F: 3 clusters Score -1601396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1601396.750000 Penalty: 4924.231934
	Iteration 41Q: 3 clusters Score -1601397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1601400.750000 Penalty: 4924.231934
	Iteration 42Q: 3 clusters Score -1601401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1601399.125000 Penalty: 4924.231934
	Iteration 43Q: 3 clusters Score -1601399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1601404.125000 Penalty: 4924.231934
	Iteration 44Q: 3 clusters Score -1601404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1601401.250000 Penalty: 4924.231934
	Iteration 45Q: 3 clusters Score -1601401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1601400.000000 Penalty: 4924.231934
	Iteration 46Q: 3 clusters Score -1601400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1601401.375000 Penalty: 4924.231934
	Iteration 47Q: 3 clusters Score -1601401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1601401.375000 Penalty: 4924.231934
	Iteration 48F: 3 clusters Score -1601401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Entering Unmasked Estep 
Score: -1870083.125000 Penalty: 2497.479980
	Iteration 0F: 2 clusters Score -1870083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1853684.875000 Penalty: 4994.959961
	Iteration 0F: 3 clusters Score -1853685 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1859242.500000 Penalty: 4994.959961
	Iteration 1F: 3 clusters Score -1859242 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1859663.250000 Penalty: 4994.959961
	Iteration 2Q: 3 clusters Score -1859663 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1860048.875000 Penalty: 4994.959961
	Iteration 3Q: 3 clusters Score -1860049 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1860451.375000 Penalty: 4994.959961
	Iteration 4Q: 3 clusters Score -1860451 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1861018.250000 Penalty: 4994.959961
	Iteration 5Q: 3 clusters Score -1861018 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1861791.375000 Penalty: 4994.959961
	Iteration 6Q: 3 clusters Score -1861791 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1862704.375000 Penalty: 4994.959961
	Iteration 7F: 3 clusters Score -1862704 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1863762.750000 Penalty: 4994.959961
	Iteration 8F: 3 clusters Score -1863763 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1864886.875000 Penalty: 4994.959961
	Iteration 9F: 3 clusters Score -1864887 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1865828.000000 Penalty: 4994.959961
	Iteration 10Q: 3 clusters Score -1865828 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1866465.125000 Penalty: 4994.959961
	Iteration 11Q: 3 clusters Score -1866465 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1866862.750000 Penalty: 4994.959961
	Iteration 12Q: 3 clusters Score -1866863 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1867186.125000 Penalty: 4994.959961
	Iteration 13Q: 3 clusters Score -1867186 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1867486.375000 Penalty: 4994.959961
	Iteration 14Q: 3 clusters Score -1867486 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1867726.250000 Penalty: 4994.959961
	Iteration 15Q: 3 clusters Score -1867726 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1867964.250000 Penalty: 4994.959961
	Iteration 16Q: 3 clusters Score -1867964 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1868186.750000 Penalty: 4994.959961
	Iteration 17Q: 3 clusters Score -1868187 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1868363.375000 Penalty: 4994.959961
	Iteration 18Q: 3 clusters Score -1868363 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1868501.500000 Penalty: 4994.959961
	Iteration 19Q: 3 clusters Score -1868502 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1868565.750000 Penalty: 4994.959961
	Iteration 20F: 3 clusters Score -1868566 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1868612.250000 Penalty: 4994.959961
	Iteration 21Q: 3 clusters Score -1868612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1868644.000000 Penalty: 4994.959961
	Iteration 22Q: 3 clusters Score -1868644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1868671.500000 Penalty: 4994.959961
	Iteration 23Q: 3 clusters Score -1868672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1868683.875000 Penalty: 4994.959961
	Iteration 24Q: 3 clusters Score -1868684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1868694.750000 Penalty: 4994.959961
	Iteration 25Q: 3 clusters Score -1868695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1868697.000000 Penalty: 4994.959961
	Iteration 26Q: 3 clusters Score -1868697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1868697.250000 Penalty: 4994.959961
	Iteration 27Q: 3 clusters Score -1868697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1868701.500000 Penalty: 4994.959961
	Iteration 28Q: 3 clusters Score -1868702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1868705.250000 Penalty: 4994.959961
	Iteration 29Q: 3 clusters Score -1868705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1868705.000000 Penalty: 4994.959961
	Iteration 30Q: 3 clusters Score -1868705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1868703.750000 Penalty: 4994.959961
	Iteration 31Q: 3 clusters Score -1868704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1868704.625000 Penalty: 4994.959961
	Iteration 32Q: 3 clusters Score -1868705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1868704.500000 Penalty: 4994.959961
	Iteration 33Q: 3 clusters Score -1868704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1868702.625000 Penalty: 4994.959961
	Iteration 34Q: 3 clusters Score -1868703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1868703.125000 Penalty: 4994.959961
	Iteration 35Q: 3 clusters Score -1868703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1868705.250000 Penalty: 4994.959961
	Iteration 36Q: 3 clusters Score -1868705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1868702.875000 Penalty: 4994.959961
	Iteration 37Q: 3 clusters Score -1868703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1868702.875000 Penalty: 4994.959961
	Iteration 38F: 3 clusters Score -1868703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Entering Unmasked Estep 
Score: -2924399.500000 Penalty: 2596.952148
	Iteration 0F: 2 clusters Score -2924400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2900464.500000 Penalty: 5193.904297
	Iteration 0F: 3 clusters Score -2900464 nChanged 15885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2909046.750000 Penalty: 5193.904297
	Iteration 1F: 3 clusters Score -2909047 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2909501.250000 Penalty: 5193.904297
	Iteration 2Q: 3 clusters Score -2909501 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2909895.250000 Penalty: 5193.904297
	Iteration 3Q: 3 clusters Score -2909895 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2910269.500000 Penalty: 5193.904297
	Iteration 4Q: 3 clusters Score -2910270 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2910606.250000 Penalty: 5193.904297
	Iteration 5Q: 3 clusters Score -2910606 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2910987.500000 Penalty: 5193.904297
	Iteration 6Q: 3 clusters Score -2910988 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2911470.500000 Penalty: 5193.904297
	Iteration 7Q: 3 clusters Score -2911470 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2912067.500000 Penalty: 5193.904297
	Iteration 8Q: 3 clusters Score -2912068 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2912823.500000 Penalty: 5193.904297
	Iteration 9Q: 3 clusters Score -2912824 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2913733.250000 Penalty: 5193.904297
	Iteration 10Q: 3 clusters Score -2913733 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2914866.750000 Penalty: 5193.904297
	Iteration 11Q: 3 clusters Score -2914867 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2916058.750000 Penalty: 5193.904297
	Iteration 12F: 3 clusters Score -2916059 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2917090.750000 Penalty: 5193.904297
	Iteration 13Q: 3 clusters Score -2917091 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2917712.000000 Penalty: 5193.904297
	Iteration 14Q: 3 clusters Score -2917712 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2917986.500000 Penalty: 5193.904297
	Iteration 15Q: 3 clusters Score -2917986 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2918137.250000 Penalty: 5193.904297
	Iteration 16Q: 3 clusters Score -2918137 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2918192.750000 Penalty: 5193.904297
	Iteration 17Q: 3 clusters Score -2918193 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2918227.250000 Penalty: 5193.904297
	Iteration 18Q: 3 clusters Score -2918227 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2918264.000000 Penalty: 5193.904297
	Iteration 19Q: 3 clusters Score -2918264 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2918284.500000 Penalty: 5193.904297
	Iteration 20F: 3 clusters Score -2918284 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2918313.750000 Penalty: 5193.904297
	Iteration 21Q: 3 clusters Score -2918314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2918333.000000 Penalty: 5193.904297
	Iteration 22Q: 3 clusters Score -2918333 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2918363.250000 Penalty: 5193.904297
	Iteration 23Q: 3 clusters Score -2918363 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2918384.000000 Penalty: 5193.904297
	Iteration 24Q: 3 clusters Score -2918384 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2918388.250000 Penalty: 5193.904297
	Iteration 25Q: 3 clusters Score -2918388 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2918402.250000 Penalty: 5193.904297
	Iteration 26Q: 3 clusters Score -2918402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2918420.000000 Penalty: 5193.904297
	Iteration 27Q: 3 clusters Score -2918420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2918426.000000 Penalty: 5193.904297
	Iteration 28Q: 3 clusters Score -2918426 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2918436.250000 Penalty: 5193.904297
	Iteration 29Q: 3 clusters Score -2918436 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2918457.250000 Penalty: 5193.904297
	Iteration 30Q: 3 clusters Score -2918457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2918457.500000 Penalty: 5193.904297
	Iteration 31Q: 3 clusters Score -2918458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2918463.000000 Penalty: 5193.904297
	Iteration 32Q: 3 clusters Score -2918463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2918476.000000 Penalty: 5193.904297
	Iteration 33Q: 3 clusters Score -2918476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2918490.500000 Penalty: 5193.904297
	Iteration 34Q: 3 clusters Score -2918490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2918496.750000 Penalty: 5193.904297
	Iteration 35Q: 3 clusters Score -2918497 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2918489.750000 Penalty: 5193.904297
	Iteration 36Q: 3 clusters Score -2918490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2918499.000000 Penalty: 5193.904297
	Iteration 37Q: 3 clusters Score -2918499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2918503.250000 Penalty: 5193.904297
	Iteration 38Q: 3 clusters Score -2918503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2918503.250000 Penalty: 5193.904297
	Iteration 39Q: 3 clusters Score -2918503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2918510.250000 Penalty: 5193.904297
	Iteration 40F: 3 clusters Score -2918510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2918511.250000 Penalty: 5193.904297
	Iteration 41Q: 3 clusters Score -2918511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2918520.000000 Penalty: 5193.904297
	Iteration 42Q: 3 clusters Score -2918520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2918530.500000 Penalty: 5193.904297
	Iteration 43Q: 3 clusters Score -2918530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2918535.500000 Penalty: 5193.904297
	Iteration 44Q: 3 clusters Score -2918536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2918531.250000 Penalty: 5193.904297
	Iteration 45Q: 3 clusters Score -2918531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2918534.500000 Penalty: 5193.904297
	Iteration 46Q: 3 clusters Score -2918534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2918538.250000 Penalty: 5193.904297
	Iteration 47Q: 3 clusters Score -2918538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2918539.500000 Penalty: 5193.904297
	Iteration 48Q: 3 clusters Score -2918540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2918544.500000 Penalty: 5193.904297
	Iteration 49Q: 3 clusters Score -2918544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2918542.500000 Penalty: 5193.904297
	Iteration 50Q: 3 clusters Score -2918542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2918553.000000 Penalty: 5193.904297
	Iteration 51Q: 3 clusters Score -2918553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2918548.250000 Penalty: 5193.904297
	Iteration 52Q: 3 clusters Score -2918548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2918553.500000 Penalty: 5193.904297
	Iteration 53Q: 3 clusters Score -2918554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2918554.000000 Penalty: 5193.904297
	Iteration 54Q: 3 clusters Score -2918554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2918555.000000 Penalty: 5193.904297
	Iteration 55Q: 3 clusters Score -2918555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2918559.500000 Penalty: 5193.904297
	Iteration 56Q: 3 clusters Score -2918560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2918562.000000 Penalty: 5193.904297
	Iteration 57Q: 3 clusters Score -2918562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2918571.750000 Penalty: 5193.904297
	Iteration 58Q: 3 clusters Score -2918572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2918588.000000 Penalty: 5193.904297
	Iteration 59Q: 3 clusters Score -2918588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2918583.750000 Penalty: 5193.904297
	Iteration 60F: 3 clusters Score -2918584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2918576.000000 Penalty: 5193.904297
	Iteration 61Q: 3 clusters Score -2918576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2918576.250000 Penalty: 5193.904297
	Iteration 62Q: 3 clusters Score -2918576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2918593.750000 Penalty: 5193.904297
	Iteration 63Q: 3 clusters Score -2918594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2918608.250000 Penalty: 5193.904297
	Iteration 64Q: 3 clusters Score -2918608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2918616.000000 Penalty: 5193.904297
	Iteration 65Q: 3 clusters Score -2918616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2918619.250000 Penalty: 5193.904297
	Iteration 66Q: 3 clusters Score -2918619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2918614.500000 Penalty: 5193.904297
	Iteration 67Q: 3 clusters Score -2918614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2918624 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2918627 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2918622.500000 Penalty: 5193.904297
	Iteration 70Q: 3 clusters Score -2918622 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2918643 nChanged 71
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Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2918651 nChanged 71
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Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2918664 nChanged 79
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Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2918666 nChanged 69
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Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2918680 nChanged 80
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Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2918680 nChanged 91
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Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2918709 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2918716.000000 Penalty: 5193.904297
	Iteration 80F: 3 clusters Score -2918716 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2918730 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2918750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2918759.250000 Penalty: 5193.904297
	Iteration 83Q: 3 clusters Score -2918759 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2918776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2918804.000000 Penalty: 5193.904297
	Iteration 85Q: 3 clusters Score -2918804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2918820 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2918834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2918851 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2918878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2918901 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2918912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2918929 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2918966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2918984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2919006.750000 Penalty: 5193.904297
	Iteration 95Q: 3 clusters Score -2919007 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2919024.250000 Penalty: 5193.904297
	Iteration 96Q: 3 clusters Score -2919024 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2919054.000000 Penalty: 5193.904297
	Iteration 97Q: 3 clusters Score -2919054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2919072.500000 Penalty: 5193.904297
	Iteration 98Q: 3 clusters Score -2919072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2919093.000000 Penalty: 5193.904297
	Iteration 99Q: 3 clusters Score -2919093 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2919130.250000 Penalty: 5193.904297
	Iteration 100F: 3 clusters Score -2919130 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2919155 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2919198 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2919209 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2919242 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2919287 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2919315 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2919348.000000 Penalty: 5193.904297
	Iteration 107Q: 3 clusters Score -2919348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2919377.250000 Penalty: 5193.904297
	Iteration 108Q: 3 clusters Score -2919377 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2919412.250000 Penalty: 5193.904297
	Iteration 109Q: 3 clusters Score -2919412 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2919444.000000 Penalty: 5193.904297
	Iteration 110Q: 3 clusters Score -2919444 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2919478.750000 Penalty: 5193.904297
	Iteration 111Q: 3 clusters Score -2919479 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2919507.250000 Penalty: 5193.904297
	Iteration 112Q: 3 clusters Score -2919507 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2919566.500000 Penalty: 5193.904297
	Iteration 113Q: 3 clusters Score -2919566 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2919622.250000 Penalty: 5193.904297
	Iteration 114Q: 3 clusters Score -2919622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2919674.500000 Penalty: 5193.904297
	Iteration 115Q: 3 clusters Score -2919674 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2919730.750000 Penalty: 5193.904297
	Iteration 116Q: 3 clusters Score -2919731 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2919792.000000 Penalty: 5193.904297
	Iteration 117Q: 3 clusters Score -2919792 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2919866 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2919932.250000 Penalty: 5193.904297
	Iteration 119Q: 3 clusters Score -2919932 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2920006.250000 Penalty: 5193.904297
	Iteration 120F: 3 clusters Score -2920006 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2920082.750000 Penalty: 5193.904297
	Iteration 121Q: 3 clusters Score -2920083 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2920149.750000 Penalty: 5193.904297
	Iteration 122Q: 3 clusters Score -2920150 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2920219.500000 Penalty: 5193.904297
	Iteration 123Q: 3 clusters Score -2920220 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2920309.500000 Penalty: 5193.904297
	Iteration 124Q: 3 clusters Score -2920310 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2920389.250000 Penalty: 5193.904297
	Iteration 125Q: 3 clusters Score -2920389 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2920476.500000 Penalty: 5193.904297
	Iteration 126Q: 3 clusters Score -2920476 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2920541.000000 Penalty: 5193.904297
	Iteration 127Q: 3 clusters Score -2920541 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2920628.750000 Penalty: 5193.904297
	Iteration 128Q: 3 clusters Score -2920629 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2920733.250000 Penalty: 5193.904297
	Iteration 129Q: 3 clusters Score -2920733 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2920829.000000 Penalty: 5193.904297
	Iteration 130Q: 3 clusters Score -2920829 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2920930 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2921030.000000 Penalty: 5193.904297
	Iteration 132Q: 3 clusters Score -2921030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2921139.000000 Penalty: 5193.904297
	Iteration 133Q: 3 clusters Score -2921139 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2921233.500000 Penalty: 5193.904297
	Iteration 134Q: 3 clusters Score -2921234 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2921320.000000 Penalty: 5193.904297
	Iteration 135Q: 3 clusters Score -2921320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2921432.500000 Penalty: 5193.904297
	Iteration 136Q: 3 clusters Score -2921432 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2921530.500000 Penalty: 5193.904297
	Iteration 137Q: 3 clusters Score -2921530 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2921616.250000 Penalty: 5193.904297
	Iteration 138Q: 3 clusters Score -2921616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2921691.500000 Penalty: 5193.904297
	Iteration 139Q: 3 clusters Score -2921692 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2921758.250000 Penalty: 5193.904297
	Iteration 140F: 3 clusters Score -2921758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2921829.250000 Penalty: 5193.904297
	Iteration 141Q: 3 clusters Score -2921829 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2921893.750000 Penalty: 5193.904297
	Iteration 142Q: 3 clusters Score -2921894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2921943.500000 Penalty: 5193.904297
	Iteration 143Q: 3 clusters Score -2921944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2921994.000000 Penalty: 5193.904297
	Iteration 144Q: 3 clusters Score -2921994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2922041.750000 Penalty: 5193.904297
	Iteration 145Q: 3 clusters Score -2922042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2922072.000000 Penalty: 5193.904297
	Iteration 146Q: 3 clusters Score -2922072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2922087.000000 Penalty: 5193.904297
	Iteration 147Q: 3 clusters Score -2922087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2922100.000000 Penalty: 5193.904297
	Iteration 148Q: 3 clusters Score -2922100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2922101.500000 Penalty: 5193.904297
	Iteration 149Q: 3 clusters Score -2922102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2922104.500000 Penalty: 5193.904297
	Iteration 150Q: 3 clusters Score -2922104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2922107.500000 Penalty: 5193.904297
	Iteration 151Q: 3 clusters Score -2922108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2922118.000000 Penalty: 5193.904297
	Iteration 152Q: 3 clusters Score -2922118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2922116.000000 Penalty: 5193.904297
	Iteration 153Q: 3 clusters Score -2922116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2922118.750000 Penalty: 5193.904297
	Iteration 154Q: 3 clusters Score -2922119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2922118.000000 Penalty: 5193.904297
	Iteration 155Q: 3 clusters Score -2922118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2922118.000000 Penalty: 5193.904297
	Iteration 156F: 3 clusters Score -2922118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Entering Unmasked Estep 
Score: -2647779.750000 Penalty: 2574.417480
	Iteration 0F: 2 clusters Score -2647780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2625704.500000 Penalty: 5148.834961
	Iteration 0F: 3 clusters Score -2625704 nChanged 14650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2633695.250000 Penalty: 5148.834961
	Iteration 1F: 3 clusters Score -2633695 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2634200.500000 Penalty: 5148.834961
	Iteration 2Q: 3 clusters Score -2634200 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2634631.250000 Penalty: 5148.834961
	Iteration 3Q: 3 clusters Score -2634631 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2635022.250000 Penalty: 5148.834961
	Iteration 4Q: 3 clusters Score -2635022 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2635426.750000 Penalty: 5148.834961
	Iteration 5Q: 3 clusters Score -2635427 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2635880.250000 Penalty: 5148.834961
	Iteration 6Q: 3 clusters Score -2635880 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2636453.750000 Penalty: 5148.834961
	Iteration 7Q: 3 clusters Score -2636454 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2637175.000000 Penalty: 5148.834961
	Iteration 8Q: 3 clusters Score -2637175 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2638053.000000 Penalty: 5148.834961
	Iteration 9Q: 3 clusters Score -2638053 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2639047.000000 Penalty: 5148.834961
	Iteration 10Q: 3 clusters Score -2639047 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2640113.500000 Penalty: 5148.834961
	Iteration 11Q: 3 clusters Score -2640114 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2641252.250000 Penalty: 5148.834961
	Iteration 12Q: 3 clusters Score -2641252 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2642313.250000 Penalty: 5148.834961
	Iteration 13Q: 3 clusters Score -2642313 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2643204.250000 Penalty: 5148.834961
	Iteration 14Q: 3 clusters Score -2643204 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2643948.250000 Penalty: 5148.834961
	Iteration 15Q: 3 clusters Score -2643948 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2644468.250000 Penalty: 5148.834961
	Iteration 16Q: 3 clusters Score -2644468 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2644795.250000 Penalty: 5148.834961
	Iteration 17Q: 3 clusters Score -2644795 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2645016.750000 Penalty: 5148.834961
	Iteration 18Q: 3 clusters Score -2645017 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2645185.250000 Penalty: 5148.834961
	Iteration 19Q: 3 clusters Score -2645185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2645288.750000 Penalty: 5148.834961
	Iteration 20F: 3 clusters Score -2645289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2645369.000000 Penalty: 5148.834961
	Iteration 21Q: 3 clusters Score -2645369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2645432.250000 Penalty: 5148.834961
	Iteration 22Q: 3 clusters Score -2645432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2645465.750000 Penalty: 5148.834961
	Iteration 23Q: 3 clusters Score -2645466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2645492.000000 Penalty: 5148.834961
	Iteration 24Q: 3 clusters Score -2645492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2645508.750000 Penalty: 5148.834961
	Iteration 25Q: 3 clusters Score -2645509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2645521.750000 Penalty: 5148.834961
	Iteration 26Q: 3 clusters Score -2645522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2645538.750000 Penalty: 5148.834961
	Iteration 27Q: 3 clusters Score -2645539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2645550.250000 Penalty: 5148.834961
	Iteration 28Q: 3 clusters Score -2645550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2645555.250000 Penalty: 5148.834961
	Iteration 29Q: 3 clusters Score -2645555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2645559.750000 Penalty: 5148.834961
	Iteration 30Q: 3 clusters Score -2645560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2645574.000000 Penalty: 5148.834961
	Iteration 31Q: 3 clusters Score -2645574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2645575.500000 Penalty: 5148.834961
	Iteration 32Q: 3 clusters Score -2645576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2645574.750000 Penalty: 5148.834961
	Iteration 33Q: 3 clusters Score -2645575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2645572.250000 Penalty: 5148.834961
	Iteration 34Q: 3 clusters Score -2645572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2645572.250000 Penalty: 5148.834961
	Iteration 35F: 3 clusters Score -2645572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Entering Unmasked Estep 
Score: -2344821.750000 Penalty: 2541.547607
	Iteration 0F: 2 clusters Score -2344822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2325419.250000 Penalty: 5083.095215
	Iteration 0F: 3 clusters Score -2325419 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2332141.750000 Penalty: 5083.095215
	Iteration 1F: 3 clusters Score -2332142 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2332559.750000 Penalty: 5083.095215
	Iteration 2Q: 3 clusters Score -2332560 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2332967.250000 Penalty: 5083.095215
	Iteration 3Q: 3 clusters Score -2332967 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2333327.750000 Penalty: 5083.095215
	Iteration 4Q: 3 clusters Score -2333328 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2333746.750000 Penalty: 5083.095215
	Iteration 5Q: 3 clusters Score -2333747 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2334243.750000 Penalty: 5083.095215
	Iteration 6Q: 3 clusters Score -2334244 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2334971.000000 Penalty: 5083.095215
	Iteration 7F: 3 clusters Score -2334971 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2335915.750000 Penalty: 5083.095215
	Iteration 8F: 3 clusters Score -2335916 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2337208.500000 Penalty: 5083.095215
	Iteration 9F: 3 clusters Score -2337208 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2338721.000000 Penalty: 5083.095215
	Iteration 10F: 3 clusters Score -2338721 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2340177.250000 Penalty: 5083.095215
	Iteration 11F: 3 clusters Score -2340177 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2341208.000000 Penalty: 5083.095215
	Iteration 12Q: 3 clusters Score -2341208 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2341803.750000 Penalty: 5083.095215
	Iteration 13Q: 3 clusters Score -2341804 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2342153.750000 Penalty: 5083.095215
	Iteration 14Q: 3 clusters Score -2342154 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2342362.500000 Penalty: 5083.095215
	Iteration 15Q: 3 clusters Score -2342362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2342452.750000 Penalty: 5083.095215
	Iteration 16Q: 3 clusters Score -2342453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2342498.000000 Penalty: 5083.095215
	Iteration 17Q: 3 clusters Score -2342498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2342534.500000 Penalty: 5083.095215
	Iteration 18Q: 3 clusters Score -2342534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2342552.250000 Penalty: 5083.095215
	Iteration 19Q: 3 clusters Score -2342552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2342564.500000 Penalty: 5083.095215
	Iteration 20F: 3 clusters Score -2342564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2342581.000000 Penalty: 5083.095215
	Iteration 21Q: 3 clusters Score -2342581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2342596.000000 Penalty: 5083.095215
	Iteration 22Q: 3 clusters Score -2342596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2342598.250000 Penalty: 5083.095215
	Iteration 23Q: 3 clusters Score -2342598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2342605.000000 Penalty: 5083.095215
	Iteration 24Q: 3 clusters Score -2342605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2342609.250000 Penalty: 5083.095215
	Iteration 25Q: 3 clusters Score -2342609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2342617.250000 Penalty: 5083.095215
	Iteration 26Q: 3 clusters Score -2342617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2342623.000000 Penalty: 5083.095215
	Iteration 27Q: 3 clusters Score -2342623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2342624.750000 Penalty: 5083.095215
	Iteration 28Q: 3 clusters Score -2342625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2342626.000000 Penalty: 5083.095215
	Iteration 29Q: 3 clusters Score -2342626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2342629.000000 Penalty: 5083.095215
	Iteration 30Q: 3 clusters Score -2342629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2342635.250000 Penalty: 5083.095215
	Iteration 31Q: 3 clusters Score -2342635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2342634.000000 Penalty: 5083.095215
	Iteration 32Q: 3 clusters Score -2342634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2342635.750000 Penalty: 5083.095215
	Iteration 33Q: 3 clusters Score -2342636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2342638.000000 Penalty: 5083.095215
	Iteration 34Q: 3 clusters Score -2342638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2342638.000000 Penalty: 5083.095215
	Iteration 35F: 3 clusters Score -2342638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Entering Unmasked Estep 
Score: -4211973.500000 Penalty: 2688.949219
	Iteration 0F: 2 clusters Score -4211974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -4177505.250000 Penalty: 5377.898438
	Iteration 0F: 3 clusters Score -4177505 nChanged 23648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4190719.250000 Penalty: 5377.898438
	Iteration 1F: 3 clusters Score -4190719 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4191242.000000 Penalty: 5377.898438
	Iteration 2Q: 3 clusters Score -4191242 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4191893.500000 Penalty: 5377.898438
	Iteration 3Q: 3 clusters Score -4191894 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4192639.500000 Penalty: 5377.898438
	Iteration 4Q: 3 clusters Score -4192640 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4193691.500000 Penalty: 5377.898438
	Iteration 5Q: 3 clusters Score -4193692 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4195117.000000 Penalty: 5377.898438
	Iteration 6F: 3 clusters Score -4195117 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4197227.000000 Penalty: 5377.898438
	Iteration 7F: 3 clusters Score -4197227 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4200027.500000 Penalty: 5377.898438
	Iteration 8F: 3 clusters Score -4200028 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4203169.000000 Penalty: 5377.898438
	Iteration 9F: 3 clusters Score -4203169 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4205938.500000 Penalty: 5377.898438
	Iteration 10F: 3 clusters Score -4205938 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4207823.500000 Penalty: 5377.898438
	Iteration 11Q: 3 clusters Score -4207824 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4208790.500000 Penalty: 5377.898438
	Iteration 12Q: 3 clusters Score -4208790 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4209233.500000 Penalty: 5377.898438
	Iteration 13Q: 3 clusters Score -4209234 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4209409.500000 Penalty: 5377.898438
	Iteration 14Q: 3 clusters Score -4209410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4209472.500000 Penalty: 5377.898438
	Iteration 15Q: 3 clusters Score -4209472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4209536.000000 Penalty: 5377.898438
	Iteration 16Q: 3 clusters Score -4209536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4209570.500000 Penalty: 5377.898438
	Iteration 17Q: 3 clusters Score -4209570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4209583.000000 Penalty: 5377.898438
	Iteration 18Q: 3 clusters Score -4209583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4209601.000000 Penalty: 5377.898438
	Iteration 19Q: 3 clusters Score -4209601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4209606.000000 Penalty: 5377.898438
	Iteration 20F: 3 clusters Score -4209606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4209608.000000 Penalty: 5377.898438
	Iteration 21Q: 3 clusters Score -4209608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4209614.000000 Penalty: 5377.898438
	Iteration 22Q: 3 clusters Score -4209614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4209619.000000 Penalty: 5377.898438
	Iteration 23Q: 3 clusters Score -4209619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4209623.500000 Penalty: 5377.898438
	Iteration 24Q: 3 clusters Score -4209624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4209626.000000 Penalty: 5377.898438
	Iteration 25Q: 3 clusters Score -4209626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4209626.500000 Penalty: 5377.898438
	Iteration 26Q: 3 clusters Score -4209626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4209627.500000 Penalty: 5377.898438
	Iteration 27Q: 3 clusters Score -4209628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4209630.000000 Penalty: 5377.898438
	Iteration 28Q: 3 clusters Score -4209630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4209632.000000 Penalty: 5377.898438
	Iteration 29Q: 3 clusters Score -4209632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4209635.000000 Penalty: 5377.898438
	Iteration 30Q: 3 clusters Score -4209635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4209638.500000 Penalty: 5377.898438
	Iteration 31Q: 3 clusters Score -4209638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4209638.500000 Penalty: 5377.898438
	Iteration 32F: 3 clusters Score -4209638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Entering Unmasked Estep 
Score: -1533090.125000 Penalty: 2448.625977
	Iteration 0F: 2 clusters Score -1533090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1519371.625000 Penalty: 4897.251953
	Iteration 0F: 3 clusters Score -1519372 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1523917.375000 Penalty: 4897.251953
	Iteration 1F: 3 clusters Score -1523917 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1524396.750000 Penalty: 4897.251953
	Iteration 2F: 3 clusters Score -1524397 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1524827.125000 Penalty: 4897.251953
	Iteration 3Q: 3 clusters Score -1524827 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1525276.500000 Penalty: 4897.251953
	Iteration 4Q: 3 clusters Score -1525276 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1525760.000000 Penalty: 4897.251953
	Iteration 5Q: 3 clusters Score -1525760 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1526202.500000 Penalty: 4897.251953
	Iteration 6Q: 3 clusters Score -1526202 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1526639.250000 Penalty: 4897.251953
	Iteration 7Q: 3 clusters Score -1526639 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1527101.500000 Penalty: 4897.251953
	Iteration 8Q: 3 clusters Score -1527102 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1527557.000000 Penalty: 4897.251953
	Iteration 9Q: 3 clusters Score -1527557 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1527975.375000 Penalty: 4897.251953
	Iteration 10Q: 3 clusters Score -1527975 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1528378.875000 Penalty: 4897.251953
	Iteration 11Q: 3 clusters Score -1528379 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1528711.375000 Penalty: 4897.251953
	Iteration 12Q: 3 clusters Score -1528711 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1528990.125000 Penalty: 4897.251953
	Iteration 13Q: 3 clusters Score -1528990 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1529239.250000 Penalty: 4897.251953
	Iteration 14Q: 3 clusters Score -1529239 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1529480.750000 Penalty: 4897.251953
	Iteration 15Q: 3 clusters Score -1529481 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1529736.625000 Penalty: 4897.251953
	Iteration 16Q: 3 clusters Score -1529737 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1529974.250000 Penalty: 4897.251953
	Iteration 17Q: 3 clusters Score -1529974 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1530148.000000 Penalty: 4897.251953
	Iteration 18Q: 3 clusters Score -1530148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1530283.750000 Penalty: 4897.251953
	Iteration 19Q: 3 clusters Score -1530284 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1530430.500000 Penalty: 4897.251953
	Iteration 20F: 3 clusters Score -1530430 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1530526.500000 Penalty: 4897.251953
	Iteration 21Q: 3 clusters Score -1530526 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1530609.125000 Penalty: 4897.251953
	Iteration 22Q: 3 clusters Score -1530609 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1530658.750000 Penalty: 4897.251953
	Iteration 23Q: 3 clusters Score -1530659 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1530708.750000 Penalty: 4897.251953
	Iteration 24Q: 3 clusters Score -1530709 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1530750.375000 Penalty: 4897.251953
	Iteration 25Q: 3 clusters Score -1530750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1530791.500000 Penalty: 4897.251953
	Iteration 26Q: 3 clusters Score -1530792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1530822.875000 Penalty: 4897.251953
	Iteration 27Q: 3 clusters Score -1530823 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1530844.000000 Penalty: 4897.251953
	Iteration 28Q: 3 clusters Score -1530844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1530861.250000 Penalty: 4897.251953
	Iteration 29Q: 3 clusters Score -1530861 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -1530875.125000 Penalty: 4897.251953
	Iteration 30Q: 3 clusters Score -1530875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1530885.875000 Penalty: 4897.251953
	Iteration 31Q: 3 clusters Score -1530886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1530901.875000 Penalty: 4897.251953
	Iteration 32Q: 3 clusters Score -1530902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1530914.000000 Penalty: 4897.251953
	Iteration 33Q: 3 clusters Score -1530914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1530928.500000 Penalty: 4897.251953
	Iteration 34Q: 3 clusters Score -1530928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1530939.750000 Penalty: 4897.251953
	Iteration 35Q: 3 clusters Score -1530940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1530951.375000 Penalty: 4897.251953
	Iteration 36Q: 3 clusters Score -1530951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1530967.875000 Penalty: 4897.251953
	Iteration 37Q: 3 clusters Score -1530968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1530976.250000 Penalty: 4897.251953
	Iteration 38Q: 3 clusters Score -1530976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1530978.250000 Penalty: 4897.251953
	Iteration 39Q: 3 clusters Score -1530978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1530985.625000 Penalty: 4897.251953
	Iteration 40F: 3 clusters Score -1530986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1530993.625000 Penalty: 4897.251953
	Iteration 41Q: 3 clusters Score -1530994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1530999.625000 Penalty: 4897.251953
	Iteration 42Q: 3 clusters Score -1531000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1531008.375000 Penalty: 4897.251953
	Iteration 43Q: 3 clusters Score -1531008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1531017.625000 Penalty: 4897.251953
	Iteration 44Q: 3 clusters Score -1531018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1531022.875000 Penalty: 4897.251953
	Iteration 45Q: 3 clusters Score -1531023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1531023.625000 Penalty: 4897.251953
	Iteration 46Q: 3 clusters Score -1531024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1531030.500000 Penalty: 4897.251953
	Iteration 47Q: 3 clusters Score -1531030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1531032.750000 Penalty: 4897.251953
	Iteration 48Q: 3 clusters Score -1531033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1531030.125000 Penalty: 4897.251953
	Iteration 49Q: 3 clusters Score -1531030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1531033.125000 Penalty: 4897.251953
	Iteration 50Q: 3 clusters Score -1531033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1531032.500000 Penalty: 4897.251953
	Iteration 51Q: 3 clusters Score -1531032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1531032.625000 Penalty: 4897.251953
	Iteration 52Q: 3 clusters Score -1531033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1531035.500000 Penalty: 4897.251953
	Iteration 53Q: 3 clusters Score -1531036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1531037.375000 Penalty: 4897.251953
	Iteration 54Q: 3 clusters Score -1531037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1531038.500000 Penalty: 4897.251953
	Iteration 55Q: 3 clusters Score -1531038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1531042.875000 Penalty: 4897.251953
	Iteration 56Q: 3 clusters Score -1531043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -1531047.000000 Penalty: 4897.251953
	Iteration 57Q: 3 clusters Score -1531047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1531049.375000 Penalty: 4897.251953
	Iteration 58Q: 3 clusters Score -1531049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1531051.500000 Penalty: 4897.251953
	Iteration 59Q: 3 clusters Score -1531052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1531051.750000 Penalty: 4897.251953
	Iteration 60F: 3 clusters Score -1531052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1531054.375000 Penalty: 4897.251953
	Iteration 61Q: 3 clusters Score -1531054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1531056.625000 Penalty: 4897.251953
	Iteration 62Q: 3 clusters Score -1531057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1531058.375000 Penalty: 4897.251953
	Iteration 63Q: 3 clusters Score -1531058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1531063.625000 Penalty: 4897.251953
	Iteration 64Q: 3 clusters Score -1531064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1531064.750000 Penalty: 4897.251953
	Iteration 65Q: 3 clusters Score -1531065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1531064.250000 Penalty: 4897.251953
	Iteration 66Q: 3 clusters Score -1531064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1531064.000000 Penalty: 4897.251953
	Iteration 67Q: 3 clusters Score -1531064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1531064.000000 Penalty: 4897.251953
	Iteration 68F: 3 clusters Score -1531064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -299071.406250 Penalty: 2052.040527
	Iteration 0F: 2 clusters Score -299071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -295159.281250 Penalty: 4104.081055
	Iteration 0F: 3 clusters Score -295159.3 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -296074.812500 Penalty: 4104.081055
	Iteration 1F: 3 clusters Score -296074.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -296323.968750 Penalty: 4104.081055
	Iteration 2F: 3 clusters Score -296324 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -296523.937500 Penalty: 4104.081055
	Iteration 3F: 3 clusters Score -296523.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -296675.875000 Penalty: 4104.081055
	Iteration 4Q: 3 clusters Score -296675.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -296786.750000 Penalty: 4104.081055
	Iteration 5Q: 3 clusters Score -296786.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -296859.843750 Penalty: 4104.081055
	Iteration 6Q: 3 clusters Score -296859.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -296919.375000 Penalty: 4104.081055
	Iteration 7Q: 3 clusters Score -296919.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -296962.875000 Penalty: 4104.081055
	Iteration 8Q: 3 clusters Score -296962.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -296998.250000 Penalty: 4104.081055
	Iteration 9Q: 3 clusters Score -296998.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -297039.437500 Penalty: 4104.081055
	Iteration 10Q: 3 clusters Score -297039.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -297078.812500 Penalty: 4104.081055
	Iteration 11Q: 3 clusters Score -297078.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -297105.218750 Penalty: 4104.081055
	Iteration 12Q: 3 clusters Score -297105.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -297127.031250 Penalty: 4104.081055
	Iteration 13Q: 3 clusters Score -297127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -297148.781250 Penalty: 4104.081055
	Iteration 14Q: 3 clusters Score -297148.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -297167.531250 Penalty: 4104.081055
	Iteration 15Q: 3 clusters Score -297167.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -297182.781250 Penalty: 4104.081055
	Iteration 16Q: 3 clusters Score -297182.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -297199.187500 Penalty: 4104.081055
	Iteration 17Q: 3 clusters Score -297199.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -297218.750000 Penalty: 4104.081055
	Iteration 18Q: 3 clusters Score -297218.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -297241.531250 Penalty: 4104.081055
	Iteration 19Q: 3 clusters Score -297241.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -297256.937500 Penalty: 4104.081055
	Iteration 20F: 3 clusters Score -297256.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -297268.000000 Penalty: 4104.081055
	Iteration 21Q: 3 clusters Score -297268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -297284.000000 Penalty: 4104.081055
	Iteration 22Q: 3 clusters Score -297284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -297306.062500 Penalty: 4104.081055
	Iteration 23Q: 3 clusters Score -297306.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -297326.156250 Penalty: 4104.081055
	Iteration 24Q: 3 clusters Score -297326.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -297344.062500 Penalty: 4104.081055
	Iteration 25Q: 3 clusters Score -297344.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -297359.906250 Penalty: 4104.081055
	Iteration 26Q: 3 clusters Score -297359.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -297375.562500 Penalty: 4104.081055
	Iteration 27Q: 3 clusters Score -297375.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -297389.656250 Penalty: 4104.081055
	Iteration 28Q: 3 clusters Score -297389.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -297397.281250 Penalty: 4104.081055
	Iteration 29Q: 3 clusters Score -297397.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -297409.875000 Penalty: 4104.081055
	Iteration 30Q: 3 clusters Score -297409.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -297419.281250 Penalty: 4104.081055
	Iteration 31Q: 3 clusters Score -297419.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -297425.500000 Penalty: 4104.081055
	Iteration 32Q: 3 clusters Score -297425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -297429.843750 Penalty: 4104.081055
	Iteration 33Q: 3 clusters Score -297429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -297432.937500 Penalty: 4104.081055
	Iteration 34Q: 3 clusters Score -297432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -297437.875000 Penalty: 4104.081055
	Iteration 35Q: 3 clusters Score -297437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -297442.187500 Penalty: 4104.081055
	Iteration 36Q: 3 clusters Score -297442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -297445.687500 Penalty: 4104.081055
	Iteration 37Q: 3 clusters Score -297445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -297446.687500 Penalty: 4104.081055
	Iteration 38Q: 3 clusters Score -297446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -297447.562500 Penalty: 4104.081055
	Iteration 39Q: 3 clusters Score -297447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -297447.250000 Penalty: 4104.081055
	Iteration 40F: 3 clusters Score -297447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -297447.687500 Penalty: 4104.081055
	Iteration 41Q: 3 clusters Score -297447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -297448.968750 Penalty: 4104.081055
	Iteration 42Q: 3 clusters Score -297449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -297449.218750 Penalty: 4104.081055
	Iteration 43Q: 3 clusters Score -297449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -297451.000000 Penalty: 4104.081055
	Iteration 44Q: 3 clusters Score -297451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -297453.906250 Penalty: 4104.081055
	Iteration 45Q: 3 clusters Score -297453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -297454.968750 Penalty: 4104.081055
	Iteration 46Q: 3 clusters Score -297455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -297456.187500 Penalty: 4104.081055
	Iteration 47Q: 3 clusters Score -297456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -297456.937500 Penalty: 4104.081055
	Iteration 48Q: 3 clusters Score -297456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -297457.375000 Penalty: 4104.081055
	Iteration 49Q: 3 clusters Score -297457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -297457.468750 Penalty: 4104.081055
	Iteration 50Q: 3 clusters Score -297457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -297460.031250 Penalty: 4104.081055
	Iteration 51Q: 3 clusters Score -297460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -297462.875000 Penalty: 4104.081055
	Iteration 52Q: 3 clusters Score -297462.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -297464.500000 Penalty: 4104.081055
	Iteration 53Q: 3 clusters Score -297464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -297465.156250 Penalty: 4104.081055
	Iteration 54Q: 3 clusters Score -297465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -297465.312500 Penalty: 4104.081055
	Iteration 55Q: 3 clusters Score -297465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -297468.187500 Penalty: 4104.081055
	Iteration 56Q: 3 clusters Score -297468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -297468.843750 Penalty: 4104.081055
	Iteration 57Q: 3 clusters Score -297468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -297470.375000 Penalty: 4104.081055
	Iteration 58Q: 3 clusters Score -297470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -297471.343750 Penalty: 4104.081055
	Iteration 59Q: 3 clusters Score -297471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -297471.375000 Penalty: 4104.081055
	Iteration 60F: 3 clusters Score -297471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -297472.531250 Penalty: 4104.081055
	Iteration 61Q: 3 clusters Score -297472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -297472.375000 Penalty: 4104.081055
	Iteration 62Q: 3 clusters Score -297472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -297472.718750 Penalty: 4104.081055
	Iteration 63Q: 3 clusters Score -297472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -297472.718750 Penalty: 4104.081055
	Iteration 64F: 3 clusters Score -297472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Entering Unmasked Estep 
Score: -3007943.000000 Penalty: 2617.744629
	Iteration 0F: 2 clusters Score -3007943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2981990.500000 Penalty: 5235.489258
	Iteration 0F: 3 clusters Score -2981990 nChanged 17368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2991526.500000 Penalty: 5235.489258
	Iteration 1F: 3 clusters Score -2991526 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2991921.750000 Penalty: 5235.489258
	Iteration 2Q: 3 clusters Score -2991922 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2992286.000000 Penalty: 5235.489258
	Iteration 3Q: 3 clusters Score -2992286 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2992532.500000 Penalty: 5235.489258
	Iteration 4Q: 3 clusters Score -2992532 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2992809.000000 Penalty: 5235.489258
	Iteration 5Q: 3 clusters Score -2992809 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2993130.250000 Penalty: 5235.489258
	Iteration 6Q: 3 clusters Score -2993130 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2993473.000000 Penalty: 5235.489258
	Iteration 7Q: 3 clusters Score -2993473 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2993848.250000 Penalty: 5235.489258
	Iteration 8Q: 3 clusters Score -2993848 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2994324.250000 Penalty: 5235.489258
	Iteration 9Q: 3 clusters Score -2994324 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2994948.000000 Penalty: 5235.489258
	Iteration 10Q: 3 clusters Score -2994948 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2995802.250000 Penalty: 5235.489258
	Iteration 11Q: 3 clusters Score -2995802 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2996917.750000 Penalty: 5235.489258
	Iteration 12F: 3 clusters Score -2996918 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2998305.000000 Penalty: 5235.489258
	Iteration 13F: 3 clusters Score -2998305 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2999975.750000 Penalty: 5235.489258
	Iteration 14F: 3 clusters Score -2999976 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3001701.000000 Penalty: 5235.489258
	Iteration 15F: 3 clusters Score -3001701 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3003149.750000 Penalty: 5235.489258
	Iteration 16Q: 3 clusters Score -3003150 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3004149.750000 Penalty: 5235.489258
	Iteration 17Q: 3 clusters Score -3004150 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3004844.750000 Penalty: 5235.489258
	Iteration 18Q: 3 clusters Score -3004845 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3005209.000000 Penalty: 5235.489258
	Iteration 19Q: 3 clusters Score -3005209 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3005396.750000 Penalty: 5235.489258
	Iteration 20F: 3 clusters Score -3005397 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3005507.750000 Penalty: 5235.489258
	Iteration 21Q: 3 clusters Score -3005508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3005578.750000 Penalty: 5235.489258
	Iteration 22Q: 3 clusters Score -3005579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3005619.500000 Penalty: 5235.489258
	Iteration 23Q: 3 clusters Score -3005620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3005640.750000 Penalty: 5235.489258
	Iteration 24Q: 3 clusters Score -3005641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3005664.250000 Penalty: 5235.489258
	Iteration 25Q: 3 clusters Score -3005664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3005679.250000 Penalty: 5235.489258
	Iteration 26Q: 3 clusters Score -3005679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3005691.750000 Penalty: 5235.489258
	Iteration 27Q: 3 clusters Score -3005692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3005695.500000 Penalty: 5235.489258
	Iteration 28Q: 3 clusters Score -3005696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3005704.750000 Penalty: 5235.489258
	Iteration 29Q: 3 clusters Score -3005705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3005712.500000 Penalty: 5235.489258
	Iteration 30Q: 3 clusters Score -3005712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3005715.500000 Penalty: 5235.489258
	Iteration 31Q: 3 clusters Score -3005716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3005717.250000 Penalty: 5235.489258
	Iteration 32Q: 3 clusters Score -3005717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3005722.750000 Penalty: 5235.489258
	Iteration 33Q: 3 clusters Score -3005723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3005731.750000 Penalty: 5235.489258
	Iteration 34Q: 3 clusters Score -3005732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3005734.250000 Penalty: 5235.489258
	Iteration 35Q: 3 clusters Score -3005734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3005733.000000 Penalty: 5235.489258
	Iteration 36Q: 3 clusters Score -3005733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3005733.000000 Penalty: 5235.489258
	Iteration 37F: 3 clusters Score -3005733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -344975.656250 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -344975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -340873.656250 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -340873.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -341747.718750 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -341747.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -341939.406250 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -341939.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -342042.625000 Penalty: 4161.685547
	Iteration 3Q: 3 clusters Score -342042.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -342105.093750 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -342105.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342164.375000 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -342164.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -342202.093750 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -342202.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -342232.343750 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -342232.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -342253.906250 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -342253.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -342266.718750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -342266.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -342274.031250 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -342274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -342279.000000 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -342279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -342285.250000 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -342285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -342292.218750 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -342292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -342300.093750 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -342300.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -342309.375000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -342309.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -342316.937500 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -342316.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -342325.437500 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -342325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -342331.218750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -342331.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -342338.000000 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -342338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -342342.687500 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -342342.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -342345.250000 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -342345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -342346.312500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -342346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -342346.937500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -342346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -342348.562500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -342348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -342349.125000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -342349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -342351.281250 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -342351.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -342352.062500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -342352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -342351.500000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -342351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -342351.343750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -342351.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -342351.343750 Penalty: 4161.685547
	Iteration 30F: 3 clusters Score -342351.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -440048.406250 Penalty: 2149.243164
	Iteration 0F: 2 clusters Score -440048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -435067.968750 Penalty: 4298.486328
	Iteration 0F: 3 clusters Score -435068 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -436289.656250 Penalty: 4298.486328
	Iteration 1F: 3 clusters Score -436289.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -436538.968750 Penalty: 4298.486328
	Iteration 2F: 3 clusters Score -436539 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -436721.093750 Penalty: 4298.486328
	Iteration 3F: 3 clusters Score -436721.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -436874.031250 Penalty: 4298.486328
	Iteration 4Q: 3 clusters Score -436874 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -437034.593750 Penalty: 4298.486328
	Iteration 5Q: 3 clusters Score -437034.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -437206.125000 Penalty: 4298.486328
	Iteration 6Q: 3 clusters Score -437206.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -437389.312500 Penalty: 4298.486328
	Iteration 7Q: 3 clusters Score -437389.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -437566.781250 Penalty: 4298.486328
	Iteration 8Q: 3 clusters Score -437566.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -437744.937500 Penalty: 4298.486328
	Iteration 9Q: 3 clusters Score -437744.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -437926.406250 Penalty: 4298.486328
	Iteration 10Q: 3 clusters Score -437926.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -438094.093750 Penalty: 4298.486328
	Iteration 11Q: 3 clusters Score -438094.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -438249.250000 Penalty: 4298.486328
	Iteration 12Q: 3 clusters Score -438249.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -438376.218750 Penalty: 4298.486328
	Iteration 13Q: 3 clusters Score -438376.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -438459.875000 Penalty: 4298.486328
	Iteration 14Q: 3 clusters Score -438459.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -438533.406250 Penalty: 4298.486328
	Iteration 15Q: 3 clusters Score -438533.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -438578.687500 Penalty: 4298.486328
	Iteration 16Q: 3 clusters Score -438578.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -438605.625000 Penalty: 4298.486328
	Iteration 17Q: 3 clusters Score -438605.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -438621.531250 Penalty: 4298.486328
	Iteration 18Q: 3 clusters Score -438621.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -438629.812500 Penalty: 4298.486328
	Iteration 19Q: 3 clusters Score -438629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -438640.500000 Penalty: 4298.486328
	Iteration 20F: 3 clusters Score -438640.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -438645.656250 Penalty: 4298.486328
	Iteration 21Q: 3 clusters Score -438645.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -438649.906250 Penalty: 4298.486328
	Iteration 22Q: 3 clusters Score -438649.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -438654.468750 Penalty: 4298.486328
	Iteration 23Q: 3 clusters Score -438654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -438658.531250 Penalty: 4298.486328
	Iteration 24Q: 3 clusters Score -438658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -438660.625000 Penalty: 4298.486328
	Iteration 25Q: 3 clusters Score -438660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -438662.906250 Penalty: 4298.486328
	Iteration 26Q: 3 clusters Score -438662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -438665.125000 Penalty: 4298.486328
	Iteration 27Q: 3 clusters Score -438665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -438665.593750 Penalty: 4298.486328
	Iteration 28Q: 3 clusters Score -438665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -438666.093750 Penalty: 4298.486328
	Iteration 29Q: 3 clusters Score -438666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -438667.156250 Penalty: 4298.486328
	Iteration 30Q: 3 clusters Score -438667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -438667.906250 Penalty: 4298.486328
	Iteration 31Q: 3 clusters Score -438667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -438668.218750 Penalty: 4298.486328
	Iteration 32Q: 3 clusters Score -438668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -438668.218750 Penalty: 4298.486328
	Iteration 33F: 3 clusters Score -438668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Entering Unmasked Estep 
Score: -1571780.625000 Penalty: 2443.135254
	Iteration 0F: 2 clusters Score -1571781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1558346.000000 Penalty: 4886.270508
	Iteration 0F: 3 clusters Score -1558346 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1562673.125000 Penalty: 4886.270508
	Iteration 1F: 3 clusters Score -1562673 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1563041.250000 Penalty: 4886.270508
	Iteration 2F: 3 clusters Score -1563041 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1563325.750000 Penalty: 4886.270508
	Iteration 3Q: 3 clusters Score -1563326 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1563552.750000 Penalty: 4886.270508
	Iteration 4Q: 3 clusters Score -1563553 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1563767.250000 Penalty: 4886.270508
	Iteration 5Q: 3 clusters Score -1563767 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1563987.750000 Penalty: 4886.270508
	Iteration 6Q: 3 clusters Score -1563988 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1564256.750000 Penalty: 4886.270508
	Iteration 7Q: 3 clusters Score -1564257 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1564593.250000 Penalty: 4886.270508
	Iteration 8Q: 3 clusters Score -1564593 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1565072.500000 Penalty: 4886.270508
	Iteration 9Q: 3 clusters Score -1565072 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1565719.375000 Penalty: 4886.270508
	Iteration 10F: 3 clusters Score -1565719 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1566487.875000 Penalty: 4886.270508
	Iteration 11F: 3 clusters Score -1566488 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1567265.250000 Penalty: 4886.270508
	Iteration 12F: 3 clusters Score -1567265 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1568022.875000 Penalty: 4886.270508
	Iteration 13Q: 3 clusters Score -1568023 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1568576.000000 Penalty: 4886.270508
	Iteration 14Q: 3 clusters Score -1568576 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1568939.000000 Penalty: 4886.270508
	Iteration 15Q: 3 clusters Score -1568939 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1569185.875000 Penalty: 4886.270508
	Iteration 16Q: 3 clusters Score -1569186 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1569351.250000 Penalty: 4886.270508
	Iteration 17Q: 3 clusters Score -1569351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1569482.625000 Penalty: 4886.270508
	Iteration 18Q: 3 clusters Score -1569483 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1569593.625000 Penalty: 4886.270508
	Iteration 19Q: 3 clusters Score -1569594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1569671.750000 Penalty: 4886.270508
	Iteration 20F: 3 clusters Score -1569672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1569709.500000 Penalty: 4886.270508
	Iteration 21Q: 3 clusters Score -1569710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1569729.750000 Penalty: 4886.270508
	Iteration 22Q: 3 clusters Score -1569730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1569749.250000 Penalty: 4886.270508
	Iteration 23Q: 3 clusters Score -1569749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1569762.875000 Penalty: 4886.270508
	Iteration 24Q: 3 clusters Score -1569763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1569772.625000 Penalty: 4886.270508
	Iteration 25Q: 3 clusters Score -1569773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1569777.750000 Penalty: 4886.270508
	Iteration 26Q: 3 clusters Score -1569778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1569780.000000 Penalty: 4886.270508
	Iteration 27Q: 3 clusters Score -1569780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1569779.875000 Penalty: 4886.270508
	Iteration 28Q: 3 clusters Score -1569780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1569786.250000 Penalty: 4886.270508
	Iteration 29Q: 3 clusters Score -1569786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1569792.500000 Penalty: 4886.270508
	Iteration 30Q: 3 clusters Score -1569792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1569795.000000 Penalty: 4886.270508
	Iteration 31Q: 3 clusters Score -1569795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1569796.500000 Penalty: 4886.270508
	Iteration 32Q: 3 clusters Score -1569796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1569797.375000 Penalty: 4886.270508
	Iteration 33Q: 3 clusters Score -1569797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1569795.750000 Penalty: 4886.270508
	Iteration 34Q: 3 clusters Score -1569796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1569799.250000 Penalty: 4886.270508
	Iteration 35Q: 3 clusters Score -1569799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1569801.750000 Penalty: 4886.270508
	Iteration 36Q: 3 clusters Score -1569802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1569803.250000 Penalty: 4886.270508
	Iteration 37Q: 3 clusters Score -1569803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1569807.125000 Penalty: 4886.270508
	Iteration 38Q: 3 clusters Score -1569807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1569808.500000 Penalty: 4886.270508
	Iteration 39Q: 3 clusters Score -1569808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1569807.500000 Penalty: 4886.270508
	Iteration 40F: 3 clusters Score -1569808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1569806.500000 Penalty: 4886.270508
	Iteration 41Q: 3 clusters Score -1569806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1569808.875000 Penalty: 4886.270508
	Iteration 42Q: 3 clusters Score -1569809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1569808.875000 Penalty: 4886.270508
	Iteration 43F: 3 clusters Score -1569809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Entering Unmasked Estep 
Score: -8032765.500000 Penalty: 2849.470459
	Iteration 0F: 2 clusters Score -8032766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7967513.000000 Penalty: 5698.940918
	Iteration 0F: 3 clusters Score -7967513 nChanged 46263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -7994005.500000 Penalty: 5698.940918
	Iteration 1F: 3 clusters Score -7994006 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -7995056.500000 Penalty: 5698.940918
	Iteration 2Q: 3 clusters Score -7995056 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -7996413.000000 Penalty: 5698.940918
	Iteration 3Q: 3 clusters Score -7996413 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -7998240.000000 Penalty: 5698.940918
	Iteration 4Q: 3 clusters Score -7998240 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -8000817.000000 Penalty: 5698.940918
	Iteration 5F: 3 clusters Score -8000817 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -8004362.500000 Penalty: 5698.940918
	Iteration 6F: 3 clusters Score -8004362 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8009242.000000 Penalty: 5698.940918
	Iteration 7F: 3 clusters Score -8009242 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -8015247.500000 Penalty: 5698.940918
	Iteration 8F: 3 clusters Score -8015248 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88289 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -8021489.500000 Penalty: 5698.940918
	Iteration 9F: 3 clusters Score -8021490 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8026224.000000 Penalty: 5698.940918
	Iteration 10F: 3 clusters Score -8026224 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8028725.500000 Penalty: 5698.940918
	Iteration 11Q: 3 clusters Score -8028726 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8029622.500000 Penalty: 5698.940918
	Iteration 12Q: 3 clusters Score -8029622 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8029940.500000 Penalty: 5698.940918
	Iteration 13Q: 3 clusters Score -8029940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8030048.000000 Penalty: 5698.940918
	Iteration 14Q: 3 clusters Score -8030048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8030121.500000 Penalty: 5698.940918
	Iteration 15Q: 3 clusters Score -8030122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8030181.500000 Penalty: 5698.940918
	Iteration 16Q: 3 clusters Score -8030182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8030203.000000 Penalty: 5698.940918
	Iteration 17Q: 3 clusters Score -8030203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8030216.500000 Penalty: 5698.940918
	Iteration 18Q: 3 clusters Score -8030216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8030242.500000 Penalty: 5698.940918
	Iteration 19Q: 3 clusters Score -8030242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97472 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8030259.500000 Penalty: 5698.940918
	Iteration 20F: 3 clusters Score -8030260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8030270.000000 Penalty: 5698.940918
	Iteration 21Q: 3 clusters Score -8030270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8030273.000000 Penalty: 5698.940918
	Iteration 22Q: 3 clusters Score -8030273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8030274.000000 Penalty: 5698.940918
	Iteration 23Q: 3 clusters Score -8030274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97481 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8030279.500000 Penalty: 5698.940918
	Iteration 24Q: 3 clusters Score -8030280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8030290.500000 Penalty: 5698.940918
	Iteration 25Q: 3 clusters Score -8030290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8030291.500000 Penalty: 5698.940918
	Iteration 26Q: 3 clusters Score -8030292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8030285.500000 Penalty: 5698.940918
	Iteration 27Q: 3 clusters Score -8030286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8030287.500000 Penalty: 5698.940918
	Iteration 28Q: 3 clusters Score -8030288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8030285.000000 Penalty: 5698.940918
	Iteration 29Q: 3 clusters Score -8030285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8030283.000000 Penalty: 5698.940918
	Iteration 30Q: 3 clusters Score -8030283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8030283.000000 Penalty: 5698.940918
	Iteration 31Q: 3 clusters Score -8030283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8030290.500000 Penalty: 5698.940918
	Iteration 32Q: 3 clusters Score -8030290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8030290.500000 Penalty: 5698.940918
	Iteration 33F: 3 clusters Score -8030290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1365563.000000 Penalty: 2419.208008
	Iteration 0F: 2 clusters Score -1365563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1353192.375000 Penalty: 4838.416016
	Iteration 0F: 3 clusters Score -1353192 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1357254.250000 Penalty: 4838.416016
	Iteration 1F: 3 clusters Score -1357254 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1357689.875000 Penalty: 4838.416016
	Iteration 2F: 3 clusters Score -1357690 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1358139.750000 Penalty: 4838.416016
	Iteration 3F: 3 clusters Score -1358140 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1358695.375000 Penalty: 4838.416016
	Iteration 4F: 3 clusters Score -1358695 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1359426.750000 Penalty: 4838.416016
	Iteration 5F: 3 clusters Score -1359427 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1360357.875000 Penalty: 4838.416016
	Iteration 6F: 3 clusters Score -1360358 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1361342.500000 Penalty: 4838.416016
	Iteration 7F: 3 clusters Score -1361342 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1362252.250000 Penalty: 4838.416016
	Iteration 8F: 3 clusters Score -1362252 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1362960.625000 Penalty: 4838.416016
	Iteration 9Q: 3 clusters Score -1362961 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1363488.625000 Penalty: 4838.416016
	Iteration 10Q: 3 clusters Score -1363489 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1363826.625000 Penalty: 4838.416016
	Iteration 11Q: 3 clusters Score -1363827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1364004.625000 Penalty: 4838.416016
	Iteration 12Q: 3 clusters Score -1364005 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1364081.375000 Penalty: 4838.416016
	Iteration 13Q: 3 clusters Score -1364081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1364114.875000 Penalty: 4838.416016
	Iteration 14Q: 3 clusters Score -1364115 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1364129.500000 Penalty: 4838.416016
	Iteration 15Q: 3 clusters Score -1364130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1364138.250000 Penalty: 4838.416016
	Iteration 16Q: 3 clusters Score -1364138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1364146.750000 Penalty: 4838.416016
	Iteration 17Q: 3 clusters Score -1364147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1364154.375000 Penalty: 4838.416016
	Iteration 18Q: 3 clusters Score -1364154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1364156.250000 Penalty: 4838.416016
	Iteration 19Q: 3 clusters Score -1364156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1364159.250000 Penalty: 4838.416016
	Iteration 20F: 3 clusters Score -1364159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1364162.125000 Penalty: 4838.416016
	Iteration 21Q: 3 clusters Score -1364162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1364160.750000 Penalty: 4838.416016
	Iteration 22Q: 3 clusters Score -1364161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1364162.375000 Penalty: 4838.416016
	Iteration 23Q: 3 clusters Score -1364162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1364162.500000 Penalty: 4838.416016
	Iteration 24Q: 3 clusters Score -1364162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1364163.500000 Penalty: 4838.416016
	Iteration 25Q: 3 clusters Score -1364164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1364165.375000 Penalty: 4838.416016
	Iteration 26Q: 3 clusters Score -1364165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1364163.500000 Penalty: 4838.416016
	Iteration 27Q: 3 clusters Score -1364164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1364164.000000 Penalty: 4838.416016
	Iteration 28Q: 3 clusters Score -1364164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1364164.000000 Penalty: 4838.416016
	Iteration 29F: 3 clusters Score -1364164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -201737.640625 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -201737.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -198387.781250 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -198387.8 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -199233.718750 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -199233.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -199593.000000 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -199593 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -199919.218750 Penalty: 4012.079102
	Iteration 3F: 3 clusters Score -199919.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -200201.265625 Penalty: 4012.079102
	Iteration 4F: 3 clusters Score -200201.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -200436.468750 Penalty: 4012.079102
	Iteration 5F: 3 clusters Score -200436.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -200654.750000 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -200654.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -200820.750000 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -200820.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -200955.343750 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -200955.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -201086.406250 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -201086.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -201186.046875 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -201186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -201250.546875 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -201250.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -201278.703125 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -201278.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -201311.937500 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -201311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -201329.296875 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -201329.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -201343.078125 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -201343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -201354.125000 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -201354.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -201363.500000 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -201363.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -201371.109375 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -201371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -201375.687500 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -201375.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -201381.484375 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -201381.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -201387.031250 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -201387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -201388.734375 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -201388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -201389.140625 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -201389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201392.281250 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -201392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -201393.671875 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -201393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -201398.343750 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -201398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -201404.562500 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -201404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -201409.500000 Penalty: 4012.079102
	Iteration 28Q: 3 clusters Score -201409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -201413.812500 Penalty: 4012.079102
	Iteration 29Q: 3 clusters Score -201413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -201417.078125 Penalty: 4012.079102
	Iteration 30Q: 3 clusters Score -201417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -201418.968750 Penalty: 4012.079102
	Iteration 31Q: 3 clusters Score -201419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -201420.171875 Penalty: 4012.079102
	Iteration 32Q: 3 clusters Score -201420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -201420.515625 Penalty: 4012.079102
	Iteration 33Q: 3 clusters Score -201420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -201421.484375 Penalty: 4012.079102
	Iteration 34Q: 3 clusters Score -201421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -201422.531250 Penalty: 4012.079102
	Iteration 35Q: 3 clusters Score -201422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -201423.156250 Penalty: 4012.079102
	Iteration 36Q: 3 clusters Score -201423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -201426.203125 Penalty: 4012.079102
	Iteration 37Q: 3 clusters Score -201426.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -201430.890625 Penalty: 4012.079102
	Iteration 38Q: 3 clusters Score -201430.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -201434.171875 Penalty: 4012.079102
	Iteration 39Q: 3 clusters Score -201434.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -201438.125000 Penalty: 4012.079102
	Iteration 40F: 3 clusters Score -201438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -201443.281250 Penalty: 4012.079102
	Iteration 41Q: 3 clusters Score -201443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -201446.765625 Penalty: 4012.079102
	Iteration 42Q: 3 clusters Score -201446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -201448.531250 Penalty: 4012.079102
	Iteration 43Q: 3 clusters Score -201448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -201450.328125 Penalty: 4012.079102
	Iteration 44Q: 3 clusters Score -201450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -201452.140625 Penalty: 4012.079102
	Iteration 45Q: 3 clusters Score -201452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -201454.625000 Penalty: 4012.079102
	Iteration 46Q: 3 clusters Score -201454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -201455.593750 Penalty: 4012.079102
	Iteration 47Q: 3 clusters Score -201455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -201457.921875 Penalty: 4012.079102
	Iteration 48Q: 3 clusters Score -201457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -201458.875000 Penalty: 4012.079102
	Iteration 49Q: 3 clusters Score -201458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -201459.390625 Penalty: 4012.079102
	Iteration 50Q: 3 clusters Score -201459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -201459.390625 Penalty: 4012.079102
	Iteration 51F: 3 clusters Score -201459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Entering Unmasked Estep 
Score: -2235082.500000 Penalty: 2546.099854
	Iteration 0F: 2 clusters Score -2235082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2215238.000000 Penalty: 5092.199707
	Iteration 0F: 3 clusters Score -2215238 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2222319.250000 Penalty: 5092.199707
	Iteration 1F: 3 clusters Score -2222319 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2222910.000000 Penalty: 5092.199707
	Iteration 2F: 3 clusters Score -2222910 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2223507.500000 Penalty: 5092.199707
	Iteration 3F: 3 clusters Score -2223508 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2224138.750000 Penalty: 5092.199707
	Iteration 4Q: 3 clusters Score -2224139 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2224863.250000 Penalty: 5092.199707
	Iteration 5F: 3 clusters Score -2224863 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2225594.250000 Penalty: 5092.199707
	Iteration 6F: 3 clusters Score -2225594 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2226294.250000 Penalty: 5092.199707
	Iteration 7F: 3 clusters Score -2226294 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2226914.750000 Penalty: 5092.199707
	Iteration 8Q: 3 clusters Score -2226915 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2227578.750000 Penalty: 5092.199707
	Iteration 9Q: 3 clusters Score -2227579 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2228289.000000 Penalty: 5092.199707
	Iteration 10Q: 3 clusters Score -2228289 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2229087.000000 Penalty: 5092.199707
	Iteration 11Q: 3 clusters Score -2229087 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2229940.500000 Penalty: 5092.199707
	Iteration 12Q: 3 clusters Score -2229940 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2230664.000000 Penalty: 5092.199707
	Iteration 13Q: 3 clusters Score -2230664 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2231132.500000 Penalty: 5092.199707
	Iteration 14Q: 3 clusters Score -2231132 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2231402.000000 Penalty: 5092.199707
	Iteration 15Q: 3 clusters Score -2231402 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2231601.250000 Penalty: 5092.199707
	Iteration 16Q: 3 clusters Score -2231601 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2231789.500000 Penalty: 5092.199707
	Iteration 17Q: 3 clusters Score -2231790 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2232020.750000 Penalty: 5092.199707
	Iteration 18Q: 3 clusters Score -2232021 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2232324.500000 Penalty: 5092.199707
	Iteration 19Q: 3 clusters Score -2232324 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2232679.000000 Penalty: 5092.199707
	Iteration 20F: 3 clusters Score -2232679 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2233051.000000 Penalty: 5092.199707
	Iteration 21Q: 3 clusters Score -2233051 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2233377.000000 Penalty: 5092.199707
	Iteration 22Q: 3 clusters Score -2233377 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2233605.000000 Penalty: 5092.199707
	Iteration 23Q: 3 clusters Score -2233605 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2233772.000000 Penalty: 5092.199707
	Iteration 24Q: 3 clusters Score -2233772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2233886.000000 Penalty: 5092.199707
	Iteration 25Q: 3 clusters Score -2233886 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2233979.500000 Penalty: 5092.199707
	Iteration 26Q: 3 clusters Score -2233980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2234064.750000 Penalty: 5092.199707
	Iteration 27Q: 3 clusters Score -2234065 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2234113.500000 Penalty: 5092.199707
	Iteration 28Q: 3 clusters Score -2234114 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2234151.250000 Penalty: 5092.199707
	Iteration 29Q: 3 clusters Score -2234151 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2234177.000000 Penalty: 5092.199707
	Iteration 30Q: 3 clusters Score -2234177 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2234194.500000 Penalty: 5092.199707
	Iteration 31Q: 3 clusters Score -2234194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2234206.750000 Penalty: 5092.199707
	Iteration 32Q: 3 clusters Score -2234207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2234223.750000 Penalty: 5092.199707
	Iteration 33Q: 3 clusters Score -2234224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2234228.000000 Penalty: 5092.199707
	Iteration 34Q: 3 clusters Score -2234228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2234236.000000 Penalty: 5092.199707
	Iteration 35Q: 3 clusters Score -2234236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2234237.750000 Penalty: 5092.199707
	Iteration 36Q: 3 clusters Score -2234238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2234237.250000 Penalty: 5092.199707
	Iteration 37Q: 3 clusters Score -2234237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2234248.250000 Penalty: 5092.199707
	Iteration 38Q: 3 clusters Score -2234248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2234255.750000 Penalty: 5092.199707
	Iteration 39Q: 3 clusters Score -2234256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2234259.500000 Penalty: 5092.199707
	Iteration 40F: 3 clusters Score -2234260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2234267.000000 Penalty: 5092.199707
	Iteration 41Q: 3 clusters Score -2234267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2234264.250000 Penalty: 5092.199707
	Iteration 42Q: 3 clusters Score -2234264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2234269.500000 Penalty: 5092.199707
	Iteration 43Q: 3 clusters Score -2234270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2234280.250000 Penalty: 5092.199707
	Iteration 44Q: 3 clusters Score -2234280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2234278.000000 Penalty: 5092.199707
	Iteration 45Q: 3 clusters Score -2234278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2234281.000000 Penalty: 5092.199707
	Iteration 46Q: 3 clusters Score -2234281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2234280.000000 Penalty: 5092.199707
	Iteration 47Q: 3 clusters Score -2234280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2234278.000000 Penalty: 5092.199707
	Iteration 48Q: 3 clusters Score -2234278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2234281.250000 Penalty: 5092.199707
	Iteration 49Q: 3 clusters Score -2234281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2234279.750000 Penalty: 5092.199707
	Iteration 50Q: 3 clusters Score -2234280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2234282.750000 Penalty: 5092.199707
	Iteration 51Q: 3 clusters Score -2234283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2234283.500000 Penalty: 5092.199707
	Iteration 52Q: 3 clusters Score -2234284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2234290.500000 Penalty: 5092.199707
	Iteration 53Q: 3 clusters Score -2234290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2234288.500000 Penalty: 5092.199707
	Iteration 54Q: 3 clusters Score -2234288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2234286.500000 Penalty: 5092.199707
	Iteration 55Q: 3 clusters Score -2234286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2234284.000000 Penalty: 5092.199707
	Iteration 56Q: 3 clusters Score -2234284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2234288.000000 Penalty: 5092.199707
	Iteration 57Q: 3 clusters Score -2234288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2234284.500000 Penalty: 5092.199707
	Iteration 58Q: 3 clusters Score -2234284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2234281.750000 Penalty: 5092.199707
	Iteration 59Q: 3 clusters Score -2234282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2234282.250000 Penalty: 5092.199707
	Iteration 60F: 3 clusters Score -2234282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2234282.750000 Penalty: 5092.199707
	Iteration 61Q: 3 clusters Score -2234283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2234282.750000 Penalty: 5092.199707
	Iteration 62F: 3 clusters Score -2234283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -139004.750000 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -139004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -136498.828125 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -136498.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -136973.328125 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -136973.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -137095.531250 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -137095.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -137194.656250 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -137194.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -137307.593750 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -137307.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -137390.390625 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -137390.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -137458.859375 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -137458.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -137535.468750 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -137535.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137596.296875 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -137596.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -137629.500000 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -137629.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -137664.593750 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -137664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -137706.968750 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -137707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -137736.171875 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -137736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -137756.453125 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -137756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -137771.796875 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -137771.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -137788.500000 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -137788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -137801.937500 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -137801.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -137813.140625 Penalty: 3737.242432
	Iteration 17Q: 3 clusters Score -137813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -137828.812500 Penalty: 3737.242432
	Iteration 18Q: 3 clusters Score -137828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -137842.671875 Penalty: 3737.242432
	Iteration 19Q: 3 clusters Score -137842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -137851.781250 Penalty: 3737.242432
	Iteration 20F: 3 clusters Score -137851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -137858.875000 Penalty: 3737.242432
	Iteration 21Q: 3 clusters Score -137858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -137864.031250 Penalty: 3737.242432
	Iteration 22Q: 3 clusters Score -137864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -137867.750000 Penalty: 3737.242432
	Iteration 23Q: 3 clusters Score -137867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -137871.843750 Penalty: 3737.242432
	Iteration 24Q: 3 clusters Score -137871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -137874.187500 Penalty: 3737.242432
	Iteration 25Q: 3 clusters Score -137874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -137875.015625 Penalty: 3737.242432
	Iteration 26Q: 3 clusters Score -137875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -137878.375000 Penalty: 3737.242432
	Iteration 27Q: 3 clusters Score -137878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -137880.984375 Penalty: 3737.242432
	Iteration 28Q: 3 clusters Score -137881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -137883.109375 Penalty: 3737.242432
	Iteration 29Q: 3 clusters Score -137883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -137885.015625 Penalty: 3737.242432
	Iteration 30Q: 3 clusters Score -137885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -137885.562500 Penalty: 3737.242432
	Iteration 31Q: 3 clusters Score -137885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -137886.171875 Penalty: 3737.242432
	Iteration 32Q: 3 clusters Score -137886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -137886.171875 Penalty: 3737.242432
	Iteration 33F: 3 clusters Score -137886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (33673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Entering Unmasked Estep 
Score: -2643739.750000 Penalty: 2585.264160
	Iteration 0F: 2 clusters Score -2643740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2620872.500000 Penalty: 5170.528320
	Iteration 0F: 3 clusters Score -2620872 nChanged 15188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2629290.500000 Penalty: 5170.528320
	Iteration 1F: 3 clusters Score -2629290 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2629961.250000 Penalty: 5170.528320
	Iteration 2Q: 3 clusters Score -2629961 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2630677.250000 Penalty: 5170.528320
	Iteration 3Q: 3 clusters Score -2630677 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2631541.000000 Penalty: 5170.528320
	Iteration 4Q: 3 clusters Score -2631541 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2632540.000000 Penalty: 5170.528320
	Iteration 5F: 3 clusters Score -2632540 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2633620.750000 Penalty: 5170.528320
	Iteration 6F: 3 clusters Score -2633621 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2634773.750000 Penalty: 5170.528320
	Iteration 7F: 3 clusters Score -2634774 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2636008.250000 Penalty: 5170.528320
	Iteration 8F: 3 clusters Score -2636008 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2637270.500000 Penalty: 5170.528320
	Iteration 9F: 3 clusters Score -2637270 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2638212.500000 Penalty: 5170.528320
	Iteration 10Q: 3 clusters Score -2638212 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2638784.750000 Penalty: 5170.528320
	Iteration 11Q: 3 clusters Score -2638785 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2639116.750000 Penalty: 5170.528320
	Iteration 12Q: 3 clusters Score -2639117 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2639304.000000 Penalty: 5170.528320
	Iteration 13Q: 3 clusters Score -2639304 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2639471.250000 Penalty: 5170.528320
	Iteration 14Q: 3 clusters Score -2639471 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2639595.250000 Penalty: 5170.528320
	Iteration 15Q: 3 clusters Score -2639595 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2639690.750000 Penalty: 5170.528320
	Iteration 16Q: 3 clusters Score -2639691 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2639798.750000 Penalty: 5170.528320
	Iteration 17Q: 3 clusters Score -2639799 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2639878.500000 Penalty: 5170.528320
	Iteration 18Q: 3 clusters Score -2639878 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2639947.000000 Penalty: 5170.528320
	Iteration 19Q: 3 clusters Score -2639947 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2640007.250000 Penalty: 5170.528320
	Iteration 20F: 3 clusters Score -2640007 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2640045.250000 Penalty: 5170.528320
	Iteration 21Q: 3 clusters Score -2640045 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2640089.750000 Penalty: 5170.528320
	Iteration 22Q: 3 clusters Score -2640090 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2640133.000000 Penalty: 5170.528320
	Iteration 23Q: 3 clusters Score -2640133 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2640177.500000 Penalty: 5170.528320
	Iteration 24Q: 3 clusters Score -2640178 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2640212.000000 Penalty: 5170.528320
	Iteration 25Q: 3 clusters Score -2640212 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2640254.250000 Penalty: 5170.528320
	Iteration 26Q: 3 clusters Score -2640254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2640270.750000 Penalty: 5170.528320
	Iteration 27Q: 3 clusters Score -2640271 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2640300.500000 Penalty: 5170.528320
	Iteration 28Q: 3 clusters Score -2640300 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2640312.750000 Penalty: 5170.528320
	Iteration 29Q: 3 clusters Score -2640313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2640326.250000 Penalty: 5170.528320
	Iteration 30Q: 3 clusters Score -2640326 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2640342.750000 Penalty: 5170.528320
	Iteration 31Q: 3 clusters Score -2640343 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2640362.750000 Penalty: 5170.528320
	Iteration 32Q: 3 clusters Score -2640363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2640385.000000 Penalty: 5170.528320
	Iteration 33Q: 3 clusters Score -2640385 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2640399.500000 Penalty: 5170.528320
	Iteration 34Q: 3 clusters Score -2640400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2640408.750000 Penalty: 5170.528320
	Iteration 35Q: 3 clusters Score -2640409 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2640434.250000 Penalty: 5170.528320
	Iteration 36Q: 3 clusters Score -2640434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2640442.500000 Penalty: 5170.528320
	Iteration 37Q: 3 clusters Score -2640442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2640451.500000 Penalty: 5170.528320
	Iteration 38Q: 3 clusters Score -2640452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2640462.750000 Penalty: 5170.528320
	Iteration 39Q: 3 clusters Score -2640463 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2640471.750000 Penalty: 5170.528320
	Iteration 40F: 3 clusters Score -2640472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2640473.500000 Penalty: 5170.528320
	Iteration 41Q: 3 clusters Score -2640474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2640493.500000 Penalty: 5170.528320
	Iteration 42Q: 3 clusters Score -2640494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2640508.500000 Penalty: 5170.528320
	Iteration 43Q: 3 clusters Score -2640508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2640511.750000 Penalty: 5170.528320
	Iteration 44Q: 3 clusters Score -2640512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2640518.250000 Penalty: 5170.528320
	Iteration 45Q: 3 clusters Score -2640518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2640524.250000 Penalty: 5170.528320
	Iteration 46Q: 3 clusters Score -2640524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2640530.250000 Penalty: 5170.528320
	Iteration 47Q: 3 clusters Score -2640530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2640534.500000 Penalty: 5170.528320
	Iteration 48Q: 3 clusters Score -2640534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2640540.750000 Penalty: 5170.528320
	Iteration 49Q: 3 clusters Score -2640541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2640551.750000 Penalty: 5170.528320
	Iteration 50Q: 3 clusters Score -2640552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2640552.250000 Penalty: 5170.528320
	Iteration 51Q: 3 clusters Score -2640552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2640552.000000 Penalty: 5170.528320
	Iteration 52Q: 3 clusters Score -2640552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2640571.000000 Penalty: 5170.528320
	Iteration 53Q: 3 clusters Score -2640571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2640570.750000 Penalty: 5170.528320
	Iteration 54Q: 3 clusters Score -2640571 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2640576.000000 Penalty: 5170.528320
	Iteration 55Q: 3 clusters Score -2640576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2640595.000000 Penalty: 5170.528320
	Iteration 56Q: 3 clusters Score -2640595 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2640601.750000 Penalty: 5170.528320
	Iteration 57Q: 3 clusters Score -2640602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2640616.250000 Penalty: 5170.528320
	Iteration 58Q: 3 clusters Score -2640616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2640618.750000 Penalty: 5170.528320
	Iteration 59Q: 3 clusters Score -2640619 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2640627.750000 Penalty: 5170.528320
	Iteration 60F: 3 clusters Score -2640628 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2640647.750000 Penalty: 5170.528320
	Iteration 61Q: 3 clusters Score -2640648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2640664 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2640686.750000 Penalty: 5170.528320
	Iteration 63Q: 3 clusters Score -2640687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2640686.750000 Penalty: 5170.528320
	Iteration 64Q: 3 clusters Score -2640687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2640695.250000 Penalty: 5170.528320
	Iteration 65Q: 3 clusters Score -2640695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2640693.250000 Penalty: 5170.528320
	Iteration 66Q: 3 clusters Score -2640693 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2640695 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2640702.750000 Penalty: 5170.528320
	Iteration 68Q: 3 clusters Score -2640703 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2640700.250000 Penalty: 5170.528320
	Iteration 69Q: 3 clusters Score -2640700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2640699.750000 Penalty: 5170.528320
	Iteration 70Q: 3 clusters Score -2640700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2640701.500000 Penalty: 5170.528320
	Iteration 71Q: 3 clusters Score -2640702 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2640708.750000 Penalty: 5170.528320
	Iteration 72Q: 3 clusters Score -2640709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2640719.500000 Penalty: 5170.528320
	Iteration 73Q: 3 clusters Score -2640720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2640717.500000 Penalty: 5170.528320
	Iteration 74Q: 3 clusters Score -2640718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2640724.250000 Penalty: 5170.528320
	Iteration 75Q: 3 clusters Score -2640724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2640730.000000 Penalty: 5170.528320
	Iteration 76Q: 3 clusters Score -2640730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2640740.750000 Penalty: 5170.528320
	Iteration 77Q: 3 clusters Score -2640741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2640744.000000 Penalty: 5170.528320
	Iteration 78Q: 3 clusters Score -2640744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2640751.250000 Penalty: 5170.528320
	Iteration 79Q: 3 clusters Score -2640751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2640747.500000 Penalty: 5170.528320
	Iteration 80F: 3 clusters Score -2640748 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2640748.250000 Penalty: 5170.528320
	Iteration 81Q: 3 clusters Score -2640748 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2640751.000000 Penalty: 5170.528320
	Iteration 82Q: 3 clusters Score -2640751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2640751.500000 Penalty: 5170.528320
	Iteration 83Q: 3 clusters Score -2640752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2640752.000000 Penalty: 5170.528320
	Iteration 84Q: 3 clusters Score -2640752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2640755.250000 Penalty: 5170.528320
	Iteration 85Q: 3 clusters Score -2640755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2640750.750000 Penalty: 5170.528320
	Iteration 86Q: 3 clusters Score -2640751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2640752.750000 Penalty: 5170.528320
	Iteration 87Q: 3 clusters Score -2640753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2640757.000000 Penalty: 5170.528320
	Iteration 88Q: 3 clusters Score -2640757 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2640766.250000 Penalty: 5170.528320
	Iteration 89Q: 3 clusters Score -2640766 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2640772.000000 Penalty: 5170.528320
	Iteration 90Q: 3 clusters Score -2640772 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2640773.750000 Penalty: 5170.528320
	Iteration 91Q: 3 clusters Score -2640774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2640770.750000 Penalty: 5170.528320
	Iteration 92Q: 3 clusters Score -2640771 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2640779.750000 Penalty: 5170.528320
	Iteration 93Q: 3 clusters Score -2640780 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2640776.750000 Penalty: 5170.528320
	Iteration 94Q: 3 clusters Score -2640777 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2640775.750000 Penalty: 5170.528320
	Iteration 95Q: 3 clusters Score -2640776 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2640777.000000 Penalty: 5170.528320
	Iteration 96Q: 3 clusters Score -2640777 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2640775 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2640780.750000 Penalty: 5170.528320
	Iteration 98Q: 3 clusters Score -2640781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2640787.500000 Penalty: 5170.528320
	Iteration 99Q: 3 clusters Score -2640788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2640792.000000 Penalty: 5170.528320
	Iteration 100F: 3 clusters Score -2640792 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2640793.750000 Penalty: 5170.528320
	Iteration 101Q: 3 clusters Score -2640794 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2640791.250000 Penalty: 5170.528320
	Iteration 102Q: 3 clusters Score -2640791 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2640793.000000 Penalty: 5170.528320
	Iteration 103Q: 3 clusters Score -2640793 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2640799.500000 Penalty: 5170.528320
	Iteration 104Q: 3 clusters Score -2640800 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2640799 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2640797.500000 Penalty: 5170.528320
	Iteration 106Q: 3 clusters Score -2640798 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2640800.000000 Penalty: 5170.528320
	Iteration 107Q: 3 clusters Score -2640800 nChanged 26
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Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2640800 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26288 members 
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Entering Unmasked Estep 
Score: -2640803.750000 Penalty: 5170.528320
	Iteration 109Q: 3 clusters Score -2640804 nChanged 18
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Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2640804 nChanged 19
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Mstep: Class 1 contains 26325 members 
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Entering Unmasked Estep 
Score: -2640807.000000 Penalty: 5170.528320
	Iteration 111Q: 3 clusters Score -2640807 nChanged 11
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Mstep: Class 1 contains 26336 members 
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Entering Unmasked Estep 
Score: -2640809.000000 Penalty: 5170.528320
	Iteration 112Q: 3 clusters Score -2640809 nChanged 12
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2640808 nChanged 12
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Mstep: Class 1 contains 26360 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2640808 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26377 members 
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Entering Unmasked Estep 
Score: -2640813.500000 Penalty: 5170.528320
	Iteration 115Q: 3 clusters Score -2640814 nChanged 16
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Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2640812.250000 Penalty: 5170.528320
	Iteration 116Q: 3 clusters Score -2640812 nChanged 21
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2640812 nChanged 22
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Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2640818.500000 Penalty: 5170.528320
	Iteration 118Q: 3 clusters Score -2640818 nChanged 14
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Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2640819.750000 Penalty: 5170.528320
	Iteration 119Q: 3 clusters Score -2640820 nChanged 9
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Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2640822.750000 Penalty: 5170.528320
	Iteration 120F: 3 clusters Score -2640823 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2640820 nChanged 6
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Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2640821.500000 Penalty: 5170.528320
	Iteration 122Q: 3 clusters Score -2640822 nChanged 5
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Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2640814.500000 Penalty: 5170.528320
	Iteration 123Q: 3 clusters Score -2640814 nChanged 4
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Mstep: Class 1 contains 26478 members 
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Entering Unmasked Estep 
Score: -2640815.500000 Penalty: 5170.528320
	Iteration 124Q: 3 clusters Score -2640816 nChanged 7
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Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2640816 nChanged 13
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Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2640816 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2640815.250000 Penalty: 5170.528320
	Iteration 127Q: 3 clusters Score -2640815 nChanged 10
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Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2640816 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2640817.500000 Penalty: 5170.528320
	Iteration 129Q: 3 clusters Score -2640818 nChanged 10
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Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2640817.000000 Penalty: 5170.528320
	Iteration 130Q: 3 clusters Score -2640817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2640816.000000 Penalty: 5170.528320
	Iteration 131Q: 3 clusters Score -2640816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2640822.250000 Penalty: 5170.528320
	Iteration 132Q: 3 clusters Score -2640822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2640822.750000 Penalty: 5170.528320
	Iteration 133Q: 3 clusters Score -2640823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2640827.750000 Penalty: 5170.528320
	Iteration 134Q: 3 clusters Score -2640828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2640826.000000 Penalty: 5170.528320
	Iteration 135Q: 3 clusters Score -2640826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2640829.500000 Penalty: 5170.528320
	Iteration 136Q: 3 clusters Score -2640830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2640836.250000 Penalty: 5170.528320
	Iteration 137Q: 3 clusters Score -2640836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2640838.750000 Penalty: 5170.528320
	Iteration 138Q: 3 clusters Score -2640839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2640841.750000 Penalty: 5170.528320
	Iteration 139Q: 3 clusters Score -2640842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2640846.250000 Penalty: 5170.528320
	Iteration 140F: 3 clusters Score -2640846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2640839.000000 Penalty: 5170.528320
	Iteration 141Q: 3 clusters Score -2640839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2640843.000000 Penalty: 5170.528320
	Iteration 142Q: 3 clusters Score -2640843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2640844.500000 Penalty: 5170.528320
	Iteration 143Q: 3 clusters Score -2640844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2640844.000000 Penalty: 5170.528320
	Iteration 144Q: 3 clusters Score -2640844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2640843.500000 Penalty: 5170.528320
	Iteration 145Q: 3 clusters Score -2640844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2640843.500000 Penalty: 5170.528320
	Iteration 146F: 3 clusters Score -2640844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -188279.500000 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -188279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -185359.750000 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -185359.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -185906.281250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -185906.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -186046.484375 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -186046.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -186116.921875 Penalty: 3872.726562
	Iteration 3Q: 3 clusters Score -186116.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -186187.390625 Penalty: 3872.726562
	Iteration 4Q: 3 clusters Score -186187.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -186241.984375 Penalty: 3872.726562
	Iteration 5Q: 3 clusters Score -186242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -186301.734375 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -186301.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -186361.343750 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -186361.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -186429.406250 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -186429.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -186527.375000 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -186527.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -186666.953125 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -186667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -186787.890625 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -186787.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186859.156250 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -186859.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -186909.015625 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -186909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -186951.609375 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -186951.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186995.500000 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -186995.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187042.468750 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -187042.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -187082.265625 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -187082.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187115.187500 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -187115.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -187150.203125 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -187150.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -187178.671875 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -187178.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187202.203125 Penalty: 3872.726562
	Iteration 21Q: 3 clusters Score -187202.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -187231.203125 Penalty: 3872.726562
	Iteration 22Q: 3 clusters Score -187231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -187252.781250 Penalty: 3872.726562
	Iteration 23Q: 3 clusters Score -187252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -187270.281250 Penalty: 3872.726562
	Iteration 24Q: 3 clusters Score -187270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -187293.062500 Penalty: 3872.726562
	Iteration 25Q: 3 clusters Score -187293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187310.937500 Penalty: 3872.726562
	Iteration 26Q: 3 clusters Score -187310.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -187327.656250 Penalty: 3872.726562
	Iteration 27Q: 3 clusters Score -187327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -187334.781250 Penalty: 3872.726562
	Iteration 28Q: 3 clusters Score -187334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -187339.343750 Penalty: 3872.726562
	Iteration 29Q: 3 clusters Score -187339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -187348.375000 Penalty: 3872.726562
	Iteration 30Q: 3 clusters Score -187348.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -187355.609375 Penalty: 3872.726562
	Iteration 31Q: 3 clusters Score -187355.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -187362.750000 Penalty: 3872.726562
	Iteration 32Q: 3 clusters Score -187362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -187365.796875 Penalty: 3872.726562
	Iteration 33Q: 3 clusters Score -187365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -187367.156250 Penalty: 3872.726562
	Iteration 34Q: 3 clusters Score -187367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -187369.703125 Penalty: 3872.726562
	Iteration 35Q: 3 clusters Score -187369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -187374.562500 Penalty: 3872.726562
	Iteration 36Q: 3 clusters Score -187374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -187379.234375 Penalty: 3872.726562
	Iteration 37Q: 3 clusters Score -187379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -187380.656250 Penalty: 3872.726562
	Iteration 38Q: 3 clusters Score -187380.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -187380.656250 Penalty: 3872.726562
	Iteration 39F: 3 clusters Score -187380.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Entering Unmasked Estep 
Score: -266910.843750 Penalty: 2018.725952
	Iteration 0F: 2 clusters Score -266910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -263384.000000 Penalty: 4037.451904
	Iteration 0F: 3 clusters Score -263384 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -264162.625000 Penalty: 4037.451904
	Iteration 1F: 3 clusters Score -264162.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -264367.937500 Penalty: 4037.451904
	Iteration 2F: 3 clusters Score -264367.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -264507.843750 Penalty: 4037.451904
	Iteration 3F: 3 clusters Score -264507.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -264632.031250 Penalty: 4037.451904
	Iteration 4Q: 3 clusters Score -264632 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -264746.875000 Penalty: 4037.451904
	Iteration 5Q: 3 clusters Score -264746.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -264860.562500 Penalty: 4037.451904
	Iteration 6Q: 3 clusters Score -264860.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -264984.312500 Penalty: 4037.451904
	Iteration 7Q: 3 clusters Score -264984.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -265092.875000 Penalty: 4037.451904
	Iteration 8Q: 3 clusters Score -265092.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -265203.062500 Penalty: 4037.451904
	Iteration 9Q: 3 clusters Score -265203.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -265305.750000 Penalty: 4037.451904
	Iteration 10Q: 3 clusters Score -265305.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -265375.937500 Penalty: 4037.451904
	Iteration 11Q: 3 clusters Score -265375.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -265422.062500 Penalty: 4037.451904
	Iteration 12Q: 3 clusters Score -265422.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -265454.656250 Penalty: 4037.451904
	Iteration 13Q: 3 clusters Score -265454.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -265478.875000 Penalty: 4037.451904
	Iteration 14Q: 3 clusters Score -265478.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -265499.718750 Penalty: 4037.451904
	Iteration 15Q: 3 clusters Score -265499.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -265514.218750 Penalty: 4037.451904
	Iteration 16Q: 3 clusters Score -265514.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -265534.375000 Penalty: 4037.451904
	Iteration 17Q: 3 clusters Score -265534.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -265550.906250 Penalty: 4037.451904
	Iteration 18Q: 3 clusters Score -265550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -265565.281250 Penalty: 4037.451904
	Iteration 19Q: 3 clusters Score -265565.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -265575.062500 Penalty: 4037.451904
	Iteration 20F: 3 clusters Score -265575.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -265582.406250 Penalty: 4037.451904
	Iteration 21Q: 3 clusters Score -265582.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -265588.281250 Penalty: 4037.451904
	Iteration 22Q: 3 clusters Score -265588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -265594.187500 Penalty: 4037.451904
	Iteration 23Q: 3 clusters Score -265594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -265600.781250 Penalty: 4037.451904
	Iteration 24Q: 3 clusters Score -265600.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -265606.187500 Penalty: 4037.451904
	Iteration 25Q: 3 clusters Score -265606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -265612.000000 Penalty: 4037.451904
	Iteration 26Q: 3 clusters Score -265612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -265618.812500 Penalty: 4037.451904
	Iteration 27Q: 3 clusters Score -265618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -265623.781250 Penalty: 4037.451904
	Iteration 28Q: 3 clusters Score -265623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -265626.562500 Penalty: 4037.451904
	Iteration 29Q: 3 clusters Score -265626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -265629.468750 Penalty: 4037.451904
	Iteration 30Q: 3 clusters Score -265629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -265633.406250 Penalty: 4037.451904
	Iteration 31Q: 3 clusters Score -265633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -265636.312500 Penalty: 4037.451904
	Iteration 32Q: 3 clusters Score -265636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -265636.312500 Penalty: 4037.451904
	Iteration 33F: 3 clusters Score -265636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Entering Unmasked Estep 
Score: -514927.281250 Penalty: 2176.221191
	Iteration 0F: 2 clusters Score -514927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -509477.187500 Penalty: 4352.442383
	Iteration 0F: 3 clusters Score -509477.2 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -510829.593750 Penalty: 4352.442383
	Iteration 1F: 3 clusters Score -510829.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -511204.687500 Penalty: 4352.442383
	Iteration 2F: 3 clusters Score -511204.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -511547.562500 Penalty: 4352.442383
	Iteration 3F: 3 clusters Score -511547.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -511858.468750 Penalty: 4352.442383
	Iteration 4F: 3 clusters Score -511858.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -512159.406250 Penalty: 4352.442383
	Iteration 5F: 3 clusters Score -512159.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -512447.187500 Penalty: 4352.442383
	Iteration 6F: 3 clusters Score -512447.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -512699.375000 Penalty: 4352.442383
	Iteration 7F: 3 clusters Score -512699.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -512901.375000 Penalty: 4352.442383
	Iteration 8Q: 3 clusters Score -512901.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -513087.093750 Penalty: 4352.442383
	Iteration 9Q: 3 clusters Score -513087.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -513226.031250 Penalty: 4352.442383
	Iteration 10Q: 3 clusters Score -513226 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -513333.531250 Penalty: 4352.442383
	Iteration 11Q: 3 clusters Score -513333.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -513428.687500 Penalty: 4352.442383
	Iteration 12Q: 3 clusters Score -513428.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -513494.750000 Penalty: 4352.442383
	Iteration 13Q: 3 clusters Score -513494.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -513537.531250 Penalty: 4352.442383
	Iteration 14Q: 3 clusters Score -513537.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -513563.625000 Penalty: 4352.442383
	Iteration 15Q: 3 clusters Score -513563.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -513581.625000 Penalty: 4352.442383
	Iteration 16Q: 3 clusters Score -513581.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -513594.750000 Penalty: 4352.442383
	Iteration 17Q: 3 clusters Score -513594.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -513606.312500 Penalty: 4352.442383
	Iteration 18Q: 3 clusters Score -513606.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -513614.593750 Penalty: 4352.442383
	Iteration 19Q: 3 clusters Score -513614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -513623.937500 Penalty: 4352.442383
	Iteration 20F: 3 clusters Score -513623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -513628.187500 Penalty: 4352.442383
	Iteration 21Q: 3 clusters Score -513628.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -513633.937500 Penalty: 4352.442383
	Iteration 22Q: 3 clusters Score -513633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -513638.656250 Penalty: 4352.442383
	Iteration 23Q: 3 clusters Score -513638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -513644.062500 Penalty: 4352.442383
	Iteration 24Q: 3 clusters Score -513644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -513644.375000 Penalty: 4352.442383
	Iteration 25Q: 3 clusters Score -513644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -513644.593750 Penalty: 4352.442383
	Iteration 26Q: 3 clusters Score -513644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -513646.156250 Penalty: 4352.442383
	Iteration 27Q: 3 clusters Score -513646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -513648.125000 Penalty: 4352.442383
	Iteration 28Q: 3 clusters Score -513648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -513650.000000 Penalty: 4352.442383
	Iteration 29Q: 3 clusters Score -513650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -513652.187500 Penalty: 4352.442383
	Iteration 30Q: 3 clusters Score -513652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -513655.718750 Penalty: 4352.442383
	Iteration 31Q: 3 clusters Score -513655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -513657.687500 Penalty: 4352.442383
	Iteration 32Q: 3 clusters Score -513657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -513658.312500 Penalty: 4352.442383
	Iteration 33Q: 3 clusters Score -513658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -513660.343750 Penalty: 4352.442383
	Iteration 34Q: 3 clusters Score -513660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -513661.250000 Penalty: 4352.442383
	Iteration 35Q: 3 clusters Score -513661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -513663.718750 Penalty: 4352.442383
	Iteration 36Q: 3 clusters Score -513663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -513664.843750 Penalty: 4352.442383
	Iteration 37Q: 3 clusters Score -513664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -513665.125000 Penalty: 4352.442383
	Iteration 38Q: 3 clusters Score -513665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -513666.687500 Penalty: 4352.442383
	Iteration 39Q: 3 clusters Score -513666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -513667.750000 Penalty: 4352.442383
	Iteration 40F: 3 clusters Score -513667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -513668.031250 Penalty: 4352.442383
	Iteration 41Q: 3 clusters Score -513668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -513668.031250 Penalty: 4352.442383
	Iteration 42F: 3 clusters Score -513668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Entering Unmasked Estep 
Score: -1215813.875000 Penalty: 2391.777344
	Iteration 0F: 2 clusters Score -1215814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1204661.000000 Penalty: 4783.554688
	Iteration 0F: 3 clusters Score -1204661 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1208323.375000 Penalty: 4783.554688
	Iteration 1F: 3 clusters Score -1208323 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1208786.500000 Penalty: 4783.554688
	Iteration 2F: 3 clusters Score -1208786 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1209208.375000 Penalty: 4783.554688
	Iteration 3F: 3 clusters Score -1209208 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1209645.875000 Penalty: 4783.554688
	Iteration 4F: 3 clusters Score -1209646 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1210163.375000 Penalty: 4783.554688
	Iteration 5F: 3 clusters Score -1210163 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1210738.375000 Penalty: 4783.554688
	Iteration 6F: 3 clusters Score -1210738 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1211395.625000 Penalty: 4783.554688
	Iteration 7F: 3 clusters Score -1211396 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1212064.125000 Penalty: 4783.554688
	Iteration 8F: 3 clusters Score -1212064 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1212668.250000 Penalty: 4783.554688
	Iteration 9Q: 3 clusters Score -1212668 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1213126.625000 Penalty: 4783.554688
	Iteration 10Q: 3 clusters Score -1213127 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1213500.500000 Penalty: 4783.554688
	Iteration 11Q: 3 clusters Score -1213500 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1213739.500000 Penalty: 4783.554688
	Iteration 12Q: 3 clusters Score -1213740 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1213894.500000 Penalty: 4783.554688
	Iteration 13Q: 3 clusters Score -1213894 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1214014.000000 Penalty: 4783.554688
	Iteration 14Q: 3 clusters Score -1214014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1214095.750000 Penalty: 4783.554688
	Iteration 15Q: 3 clusters Score -1214096 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1214153.875000 Penalty: 4783.554688
	Iteration 16Q: 3 clusters Score -1214154 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1214199.875000 Penalty: 4783.554688
	Iteration 17Q: 3 clusters Score -1214200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1214244.250000 Penalty: 4783.554688
	Iteration 18Q: 3 clusters Score -1214244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1214291.250000 Penalty: 4783.554688
	Iteration 19Q: 3 clusters Score -1214291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1214326.000000 Penalty: 4783.554688
	Iteration 20F: 3 clusters Score -1214326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1214351.500000 Penalty: 4783.554688
	Iteration 21Q: 3 clusters Score -1214352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1214361.750000 Penalty: 4783.554688
	Iteration 22Q: 3 clusters Score -1214362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1214374.625000 Penalty: 4783.554688
	Iteration 23Q: 3 clusters Score -1214375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1214386.250000 Penalty: 4783.554688
	Iteration 24Q: 3 clusters Score -1214386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1214399.125000 Penalty: 4783.554688
	Iteration 25Q: 3 clusters Score -1214399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1214398.750000 Penalty: 4783.554688
	Iteration 26Q: 3 clusters Score -1214399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1214405.625000 Penalty: 4783.554688
	Iteration 27Q: 3 clusters Score -1214406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1214412.500000 Penalty: 4783.554688
	Iteration 28Q: 3 clusters Score -1214412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1214417.250000 Penalty: 4783.554688
	Iteration 29Q: 3 clusters Score -1214417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1214419.500000 Penalty: 4783.554688
	Iteration 30Q: 3 clusters Score -1214420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1214426.250000 Penalty: 4783.554688
	Iteration 31Q: 3 clusters Score -1214426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1214433.875000 Penalty: 4783.554688
	Iteration 32Q: 3 clusters Score -1214434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1214440.625000 Penalty: 4783.554688
	Iteration 33Q: 3 clusters Score -1214441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1214447.750000 Penalty: 4783.554688
	Iteration 34Q: 3 clusters Score -1214448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1214452.875000 Penalty: 4783.554688
	Iteration 35Q: 3 clusters Score -1214453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1214457.875000 Penalty: 4783.554688
	Iteration 36Q: 3 clusters Score -1214458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1214459.750000 Penalty: 4783.554688
	Iteration 37Q: 3 clusters Score -1214460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1214463.750000 Penalty: 4783.554688
	Iteration 38Q: 3 clusters Score -1214464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1214464.000000 Penalty: 4783.554688
	Iteration 39Q: 3 clusters Score -1214464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1214471.375000 Penalty: 4783.554688
	Iteration 40F: 3 clusters Score -1214471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1214473.750000 Penalty: 4783.554688
	Iteration 41Q: 3 clusters Score -1214474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1214474.625000 Penalty: 4783.554688
	Iteration 42Q: 3 clusters Score -1214475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1214474.375000 Penalty: 4783.554688
	Iteration 43Q: 3 clusters Score -1214474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1214479.000000 Penalty: 4783.554688
	Iteration 44Q: 3 clusters Score -1214479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1214482.875000 Penalty: 4783.554688
	Iteration 45Q: 3 clusters Score -1214483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1214481.750000 Penalty: 4783.554688
	Iteration 46Q: 3 clusters Score -1214482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1214483.875000 Penalty: 4783.554688
	Iteration 47Q: 3 clusters Score -1214484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1214484.125000 Penalty: 4783.554688
	Iteration 48Q: 3 clusters Score -1214484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1214485.125000 Penalty: 4783.554688
	Iteration 49Q: 3 clusters Score -1214485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1214487.500000 Penalty: 4783.554688
	Iteration 50Q: 3 clusters Score -1214488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1214485.750000 Penalty: 4783.554688
	Iteration 51Q: 3 clusters Score -1214486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1214487.875000 Penalty: 4783.554688
	Iteration 52Q: 3 clusters Score -1214488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1214490.500000 Penalty: 4783.554688
	Iteration 53Q: 3 clusters Score -1214490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1214490.125000 Penalty: 4783.554688
	Iteration 54Q: 3 clusters Score -1214490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1214491.750000 Penalty: 4783.554688
	Iteration 55Q: 3 clusters Score -1214492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1214492.875000 Penalty: 4783.554688
	Iteration 56Q: 3 clusters Score -1214493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1214490.125000 Penalty: 4783.554688
	Iteration 57Q: 3 clusters Score -1214490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1214491.125000 Penalty: 4783.554688
	Iteration 58Q: 3 clusters Score -1214491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1214490.625000 Penalty: 4783.554688
	Iteration 59Q: 3 clusters Score -1214491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1214491.500000 Penalty: 4783.554688
	Iteration 60F: 3 clusters Score -1214492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -673788.125000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -673788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -666945.312500 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -666945.3 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -668867.625000 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -668867.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -669224.312500 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -669224.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -669501.875000 Penalty: 4496.281250
	Iteration 3F: 3 clusters Score -669501.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -669715.250000 Penalty: 4496.281250
	Iteration 4Q: 3 clusters Score -669715.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -669907.062500 Penalty: 4496.281250
	Iteration 5Q: 3 clusters Score -669907.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -670101.750000 Penalty: 4496.281250
	Iteration 6Q: 3 clusters Score -670101.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -670299.937500 Penalty: 4496.281250
	Iteration 7Q: 3 clusters Score -670299.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -670490.437500 Penalty: 4496.281250
	Iteration 8Q: 3 clusters Score -670490.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -670689.625000 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -670689.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -670898.250000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -670898.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -671097.250000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -671097.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -671278.187500 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -671278.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -671438.812500 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -671438.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -671566.125000 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -671566.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -671659.375000 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -671659.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -671757.437500 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -671757.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -671835.437500 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -671835.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -671896.500000 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -671896.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -671949.937500 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -671949.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -671983.437500 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -671983.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -672011.375000 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -672011.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -672033.500000 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -672033.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -672055.125000 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -672055.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -672068.000000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -672068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -672073.312500 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -672073.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -672082.062500 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -672082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -672090.937500 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -672090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -672100.312500 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -672100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -672104.562500 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -672104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -672107.562500 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -672107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -672109.062500 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -672109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -672111.000000 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -672111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -672112.812500 Penalty: 4496.281250
	Iteration 33Q: 3 clusters Score -672112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -672113.687500 Penalty: 4496.281250
	Iteration 34Q: 3 clusters Score -672113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -672117.000000 Penalty: 4496.281250
	Iteration 35Q: 3 clusters Score -672117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -672119.125000 Penalty: 4496.281250
	Iteration 36Q: 3 clusters Score -672119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -672119.500000 Penalty: 4496.281250
	Iteration 37Q: 3 clusters Score -672119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -672119.500000 Penalty: 4496.281250
	Iteration 38F: 3 clusters Score -672119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -110253.640625 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -110253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -107979.468750 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -107979.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -108346.937500 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -108346.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -108458.031250 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -108458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -108529.531250 Penalty: 3625.037109
	Iteration 3Q: 3 clusters Score -108529.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -108566.390625 Penalty: 3625.037109
	Iteration 4Q: 3 clusters Score -108566.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -108589.367188 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -108589.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -108612.265625 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -108612.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -108625.656250 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -108625.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -108640.953125 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -108641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -108653.085938 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -108653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108659.750000 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -108659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108664.929688 Penalty: 3625.037109
	Iteration 11Q: 3 clusters Score -108664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -108669.562500 Penalty: 3625.037109
	Iteration 12Q: 3 clusters Score -108669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -108675.007812 Penalty: 3625.037109
	Iteration 13Q: 3 clusters Score -108675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -108680.148438 Penalty: 3625.037109
	Iteration 14Q: 3 clusters Score -108680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -108682.585938 Penalty: 3625.037109
	Iteration 15Q: 3 clusters Score -108682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -108685.539062 Penalty: 3625.037109
	Iteration 16Q: 3 clusters Score -108685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -108688.898438 Penalty: 3625.037109
	Iteration 17Q: 3 clusters Score -108688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -108691.351562 Penalty: 3625.037109
	Iteration 18Q: 3 clusters Score -108691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -108695.343750 Penalty: 3625.037109
	Iteration 19Q: 3 clusters Score -108695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -108699.789062 Penalty: 3625.037109
	Iteration 20F: 3 clusters Score -108699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -108704.257812 Penalty: 3625.037109
	Iteration 21Q: 3 clusters Score -108704.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -108711.328125 Penalty: 3625.037109
	Iteration 22Q: 3 clusters Score -108711.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -108724.140625 Penalty: 3625.037109
	Iteration 23Q: 3 clusters Score -108724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -108733.132812 Penalty: 3625.037109
	Iteration 24Q: 3 clusters Score -108733.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -108747.296875 Penalty: 3625.037109
	Iteration 25Q: 3 clusters Score -108747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -108764.054688 Penalty: 3625.037109
	Iteration 26Q: 3 clusters Score -108764.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -108773.984375 Penalty: 3625.037109
	Iteration 27Q: 3 clusters Score -108774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -108781.593750 Penalty: 3625.037109
	Iteration 28Q: 3 clusters Score -108781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -108787.843750 Penalty: 3625.037109
	Iteration 29Q: 3 clusters Score -108787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108793.117188 Penalty: 3625.037109
	Iteration 30Q: 3 clusters Score -108793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108798.218750 Penalty: 3625.037109
	Iteration 31Q: 3 clusters Score -108798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -108806.312500 Penalty: 3625.037109
	Iteration 32Q: 3 clusters Score -108806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -108814.218750 Penalty: 3625.037109
	Iteration 33Q: 3 clusters Score -108814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -108817.460938 Penalty: 3625.037109
	Iteration 34Q: 3 clusters Score -108817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -108822.453125 Penalty: 3625.037109
	Iteration 35Q: 3 clusters Score -108822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108826.398438 Penalty: 3625.037109
	Iteration 36Q: 3 clusters Score -108826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -108829.359375 Penalty: 3625.037109
	Iteration 37Q: 3 clusters Score -108829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108830.273438 Penalty: 3625.037109
	Iteration 38Q: 3 clusters Score -108830.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108830.273438 Penalty: 3625.037109
	Iteration 39F: 3 clusters Score -108830.3 nChanged 0
23->34 Clusters: Score -142805728.000000, best is -142803952.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 1821684 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 78747 members 
Mstep: Class 3 contains 79309 members 
Mstep: Class 4 contains 79620 members 
Mstep: Class 5 contains 79210 members 
Mstep: Class 6 contains 78637 members 
Mstep: Class 7 contains 79205 members 
Mstep: Class 8 contains 79400 members 
Mstep: Class 9 contains 79210 members 
Mstep: Class 10 contains 79478 members 
Mstep: Class 11 contains 79122 members 
Mstep: Class 12 contains 79448 members 
Mstep: Class 13 contains 79468 members 
Mstep: Class 14 contains 79201 members 
Mstep: Class 15 contains 79107 members 
Mstep: Class 16 contains 79338 members 
Mstep: Class 17 contains 79340 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 78823 members 
Mstep: Class 20 contains 79111 members 
Mstep: Class 21 contains 79298 members 
Mstep: Class 22 contains 79140 members 
Mstep: Class 23 contains 79179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1112.286133 but Gain 3574.984375
Score: -134609952.000000 Penalty: 78649.726562
Iteration 0F: 23 clusters Score -1.3461e+08 nChanged 1733183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1159 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 76491 members 
Mstep: Class 3 contains 68802 members 
Mstep: Class 4 contains 72647 members 
Mstep: Class 5 contains 127897 members 
Mstep: Class 6 contains 50111 members 
Mstep: Class 7 contains 70692 members 
Mstep: Class 8 contains 114300 members 
Mstep: Class 9 contains 216900 members 
Mstep: Class 10 contains 62061 members 
Mstep: Class 11 contains 101818 members 
Mstep: Class 12 contains 82822 members 
Mstep: Class 13 contains 137667 members 
Mstep: Class 14 contains 102214 members 
Mstep: Class 16 contains 53551 members 
Mstep: Class 17 contains 60287 members 
Mstep: Class 18 contains 79233 members 
Mstep: Class 19 contains 58779 members 
Mstep: Class 20 contains 58732 members 
Mstep: Class 21 contains 61024 members 
Mstep: Class 22 contains 48001 members 
Mstep: Class 23 contains 60430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139787232.000000 Penalty: 78649.726562
Iteration 1F: 23 clusters Score -1.397872e+08 nChanged 624599
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 61491 members 
Mstep: Class 3 contains 68055 members 
Mstep: Class 4 contains 54742 members 
Mstep: Class 5 contains 157201 members 
Mstep: Class 6 contains 38079 members 
Mstep: Class 7 contains 75763 members 
Mstep: Class 8 contains 114006 members 
Mstep: Class 9 contains 344093 members 
Mstep: Class 10 contains 43672 members 
Mstep: Class 11 contains 110910 members 
Mstep: Class 12 contains 82441 members 
Mstep: Class 13 contains 130905 members 
Mstep: Class 14 contains 133373 members 
Mstep: Class 16 contains 34555 members 
Mstep: Class 17 contains 40305 members 
Mstep: Class 18 contains 81477 members 
Mstep: Class 19 contains 38322 members 
Mstep: Class 20 contains 51897 members 
Mstep: Class 21 contains 47626 members 
Mstep: Class 22 contains 32584 members 
Mstep: Class 23 contains 40750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140728336.000000 Penalty: 78649.726562
Iteration 2F: 23 clusters Score -1.407283e+08 nChanged 454787
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 50694 members 
Mstep: Class 3 contains 57018 members 
Mstep: Class 4 contains 53248 members 
Mstep: Class 5 contains 165948 members 
Mstep: Class 6 contains 39833 members 
Mstep: Class 7 contains 66583 members 
Mstep: Class 8 contains 120695 members 
Mstep: Class 9 contains 507538 members 
Mstep: Class 10 contains 27034 members 
Mstep: Class 11 contains 103243 members 
Mstep: Class 12 contains 66854 members 
Mstep: Class 13 contains 123618 members 
Mstep: Class 14 contains 136155 members 
Mstep: Class 16 contains 21295 members 
Mstep: Class 17 contains 30153 members 
Mstep: Class 18 contains 64077 members 
Mstep: Class 19 contains 25307 members 
Mstep: Class 20 contains 43450 members 
Mstep: Class 21 contains 33865 members 
Mstep: Class 22 contains 27607 members 
Mstep: Class 23 contains 26695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141221168.000000 Penalty: 78649.726562
Iteration 3F: 23 clusters Score -1.412212e+08 nChanged 360774
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 44256 members 
Mstep: Class 3 contains 39300 members 
Mstep: Class 4 contains 51934 members 
Mstep: Class 5 contains 152922 members 
Mstep: Class 6 contains 45475 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 117446 members 
Mstep: Class 9 contains 701188 members 
Mstep: Class 10 contains 14957 members 
Mstep: Class 11 contains 94954 members 
Mstep: Class 12 contains 44555 members 
Mstep: Class 13 contains 115679 members 
Mstep: Class 14 contains 117660 members 
Mstep: Class 16 contains 12318 members 
Mstep: Class 17 contains 26010 members 
Mstep: Class 18 contains 42234 members 
Mstep: Class 19 contains 17479 members 
Mstep: Class 20 contains 34927 members 
Mstep: Class 21 contains 24158 members 
Mstep: Class 22 contains 22800 members 
Mstep: Class 23 contains 22239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141588832.000000 Penalty: 78649.726562
Iteration 4F: 23 clusters Score -1.415888e+08 nChanged 308488
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 39592 members 
Mstep: Class 3 contains 23283 members 
Mstep: Class 4 contains 48129 members 
Mstep: Class 5 contains 120979 members 
Mstep: Class 6 contains 51116 members 
Mstep: Class 7 contains 31912 members 
Mstep: Class 8 contains 100369 members 
Mstep: Class 9 contains 909150 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 92806 members 
Mstep: Class 12 contains 23476 members 
Mstep: Class 13 contains 102661 members 
Mstep: Class 14 contains 87350 members 
Mstep: Class 16 contains 6251 members 
Mstep: Class 17 contains 23539 members 
Mstep: Class 18 contains 24673 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 27643 members 
Mstep: Class 21 contains 17257 members 
Mstep: Class 22 contains 20501 members 
Mstep: Class 23 contains 21376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2929.305420 but Gain 3574.992188
Score: -141884720.000000 Penalty: 75074.734375
Iteration 5F: 22 clusters Score -1.418847e+08 nChanged 252163
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 13219 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 79190 members 
Mstep: Class 6 contains 54360 members 
Mstep: Class 7 contains 18086 members 
Mstep: Class 8 contains 75534 members 
Mstep: Class 9 contains 1093953 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 96493 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 86590 members 
Mstep: Class 14 contains 55757 members 
Mstep: Class 17 contains 22086 members 
Mstep: Class 18 contains 14571 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 20 contains 24002 members 
Mstep: Class 21 contains 13039 members 
Mstep: Class 22 contains 19743 members 
Mstep: Class 23 contains 21438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142042176.000000 Penalty: 75074.734375
Iteration 6F: 22 clusters Score -1.420422e+08 nChanged 166667
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 9637 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 47847 members 
Mstep: Class 6 contains 55623 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 55276 members 
Mstep: Class 9 contains 1199570 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 11 contains 106343 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 73100 members 
Mstep: Class 14 contains 34968 members 
Mstep: Class 17 contains 21577 members 
Mstep: Class 18 contains 10831 members 
Mstep: Class 19 contains 4727 members 
Mstep: Class 20 contains 25381 members 
Mstep: Class 21 contains 10940 members 
Mstep: Class 22 contains 19642 members 
Mstep: Class 23 contains 21482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2711.134766 but Gain 3574.984375
Score: -142108656.000000 Penalty: 71499.750000
Iteration 7F: 21 clusters Score -1.421087e+08 nChanged 113194
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 31108 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 37137 members 
Mstep: Class 5 contains 29106 members 
Mstep: Class 6 contains 56238 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 42016 members 
Mstep: Class 9 contains 1247265 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 119655 members 
Mstep: Class 13 contains 63463 members 
Mstep: Class 14 contains 23463 members 
Mstep: Class 17 contains 21697 members 
Mstep: Class 18 contains 10008 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 30420 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 22 contains 19782 members 
Mstep: Class 23 contains 21614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3154.668945 but Gain 3574.992188
Score: -142159232.000000 Penalty: 67924.757812
Iteration 8F: 20 clusters Score -1.421592e+08 nChanged 82567
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 29823 members 
Mstep: Class 3 contains 12509 members 
Mstep: Class 4 contains 34717 members 
Mstep: Class 5 contains 18603 members 
Mstep: Class 6 contains 56132 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 33266 members 
Mstep: Class 9 contains 1262158 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 133657 members 
Mstep: Class 13 contains 56596 members 
Mstep: Class 14 contains 16756 members 
Mstep: Class 17 contains 22211 members 
Mstep: Class 18 contains 10048 members 
Mstep: Class 20 contains 37237 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 19885 members 
Mstep: Class 23 contains 21750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142203056.000000 Penalty: 67924.757812
Iteration 9Q: 20 clusters Score -1.422031e+08 nChanged 63768
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 28593 members 
Mstep: Class 3 contains 15598 members 
Mstep: Class 4 contains 32661 members 
Mstep: Class 5 contains 12727 members 
Mstep: Class 6 contains 55677 members 
Mstep: Class 7 contains 6270 members 
Mstep: Class 8 contains 27276 members 
Mstep: Class 9 contains 1259014 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 147099 members 
Mstep: Class 13 contains 51348 members 
Mstep: Class 14 contains 12695 members 
Mstep: Class 17 contains 23107 members 
Mstep: Class 18 contains 10422 members 
Mstep: Class 20 contains 43676 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 20054 members 
Mstep: Class 23 contains 21855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142238944.000000 Penalty: 67924.757812
Iteration 10Q: 20 clusters Score -1.422389e+08 nChanged 55417
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 27641 members 
Mstep: Class 3 contains 19071 members 
Mstep: Class 4 contains 30988 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 54913 members 
Mstep: Class 7 contains 6604 members 
Mstep: Class 8 contains 23266 members 
Mstep: Class 9 contains 1246983 members 
Mstep: Class 10 contains 13928 members 
Mstep: Class 11 contains 159694 members 
Mstep: Class 13 contains 47218 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 17 contains 24279 members 
Mstep: Class 18 contains 11540 members 
Mstep: Class 20 contains 50280 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 20178 members 
Mstep: Class 23 contains 21918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142272640.000000 Penalty: 67924.757812
Iteration 11Q: 20 clusters Score -1.422726e+08 nChanged 49638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 27017 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 29558 members 
Mstep: Class 5 contains 7409 members 
Mstep: Class 6 contains 54046 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 20703 members 
Mstep: Class 9 contains 1229559 members 
Mstep: Class 10 contains 17564 members 
Mstep: Class 11 contains 171215 members 
Mstep: Class 13 contains 43815 members 
Mstep: Class 14 contains 8035 members 
Mstep: Class 17 contains 25572 members 
Mstep: Class 18 contains 13713 members 
Mstep: Class 20 contains 56935 members 
Mstep: Class 21 contains 10174 members 
Mstep: Class 22 contains 20237 members 
Mstep: Class 23 contains 21980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142303824.000000 Penalty: 67924.757812
Iteration 12Q: 20 clusters Score -1.423038e+08 nChanged 46155
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 26582 members 
Mstep: Class 3 contains 26464 members 
Mstep: Class 4 contains 28309 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 53294 members 
Mstep: Class 7 contains 8129 members 
Mstep: Class 8 contains 19022 members 
Mstep: Class 9 contains 1209551 members 
Mstep: Class 10 contains 20661 members 
Mstep: Class 11 contains 182029 members 
Mstep: Class 13 contains 40745 members 
Mstep: Class 14 contains 6644 members 
Mstep: Class 17 contains 26998 members 
Mstep: Class 18 contains 16386 members 
Mstep: Class 20 contains 63782 members 
Mstep: Class 21 contains 10248 members 
Mstep: Class 22 contains 20275 members 
Mstep: Class 23 contains 22029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142334832.000000 Penalty: 67924.757812
Iteration 13Q: 20 clusters Score -1.423348e+08 nChanged 42856
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 26324 members 
Mstep: Class 3 contains 29902 members 
Mstep: Class 4 contains 27192 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 52688 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 8 contains 17973 members 
Mstep: Class 9 contains 1188525 members 
Mstep: Class 10 contains 23141 members 
Mstep: Class 11 contains 192246 members 
Mstep: Class 13 contains 37901 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 17 contains 28481 members 
Mstep: Class 18 contains 19163 members 
Mstep: Class 20 contains 70760 members 
Mstep: Class 21 contains 10260 members 
Mstep: Class 22 contains 20309 members 
Mstep: Class 23 contains 22071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142363920.000000 Penalty: 67924.757812
Iteration 14Q: 20 clusters Score -1.423639e+08 nChanged 39247
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 26216 members 
Mstep: Class 3 contains 32737 members 
Mstep: Class 4 contains 26263 members 
Mstep: Class 5 contains 4935 members 
Mstep: Class 6 contains 52171 members 
Mstep: Class 7 contains 10647 members 
Mstep: Class 8 contains 17404 members 
Mstep: Class 9 contains 1167704 members 
Mstep: Class 10 contains 25130 members 
Mstep: Class 11 contains 201899 members 
Mstep: Class 13 contains 35491 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 17 contains 30028 members 
Mstep: Class 18 contains 21431 members 
Mstep: Class 20 contains 77890 members 
Mstep: Class 21 contains 10188 members 
Mstep: Class 22 contains 20321 members 
Mstep: Class 23 contains 22090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142386864.000000 Penalty: 67924.757812
Iteration 15Q: 20 clusters Score -1.423869e+08 nChanged 35854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 26239 members 
Mstep: Class 3 contains 35109 members 
Mstep: Class 4 contains 25444 members 
Mstep: Class 5 contains 4526 members 
Mstep: Class 6 contains 51791 members 
Mstep: Class 7 contains 12165 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 1147990 members 
Mstep: Class 10 contains 26685 members 
Mstep: Class 11 contains 210797 members 
Mstep: Class 13 contains 33373 members 
Mstep: Class 14 contains 4187 members 
Mstep: Class 17 contains 31624 members 
Mstep: Class 18 contains 23033 members 
Mstep: Class 20 contains 84941 members 
Mstep: Class 21 contains 10064 members 
Mstep: Class 22 contains 20286 members 
Mstep: Class 23 contains 22102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142408576.000000 Penalty: 67924.757812
Iteration 16Q: 20 clusters Score -1.424086e+08 nChanged 32300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 26379 members 
Mstep: Class 3 contains 36806 members 
Mstep: Class 4 contains 24731 members 
Mstep: Class 5 contains 4213 members 
Mstep: Class 6 contains 51560 members 
Mstep: Class 7 contains 13816 members 
Mstep: Class 8 contains 17104 members 
Mstep: Class 9 contains 1129461 members 
Mstep: Class 10 contains 27839 members 
Mstep: Class 11 contains 219091 members 
Mstep: Class 13 contains 31684 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 17 contains 33143 members 
Mstep: Class 18 contains 24226 members 
Mstep: Class 20 contains 91701 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 20253 members 
Mstep: Class 23 contains 22075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142427664.000000 Penalty: 67924.757812
Iteration 17Q: 20 clusters Score -1.424277e+08 nChanged 28895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 26530 members 
Mstep: Class 3 contains 37995 members 
Mstep: Class 4 contains 24119 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 51471 members 
Mstep: Class 7 contains 15555 members 
Mstep: Class 8 contains 17181 members 
Mstep: Class 9 contains 1112410 members 
Mstep: Class 10 contains 28713 members 
Mstep: Class 11 contains 226545 members 
Mstep: Class 13 contains 30365 members 
Mstep: Class 14 contains 3239 members 
Mstep: Class 17 contains 34519 members 
Mstep: Class 18 contains 25199 members 
Mstep: Class 20 contains 98037 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 20192 members 
Mstep: Class 23 contains 22049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3569.217285 but Gain 3574.984375
Score: -142443920.000000 Penalty: 64349.773438
Iteration 18Q: 19 clusters Score -1.424439e+08 nChanged 28812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 26665 members 
Mstep: Class 3 contains 39143 members 
Mstep: Class 4 contains 23618 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 51458 members 
Mstep: Class 7 contains 17426 members 
Mstep: Class 8 contains 17284 members 
Mstep: Class 9 contains 1098728 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 233753 members 
Mstep: Class 13 contains 29418 members 
Mstep: Class 17 contains 35747 members 
Mstep: Class 18 contains 25963 members 
Mstep: Class 20 contains 103936 members 
Mstep: Class 21 contains 9477 members 
Mstep: Class 22 contains 20143 members 
Mstep: Class 23 contains 21990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142461360.000000 Penalty: 64349.773438
Iteration 19Q: 19 clusters Score -1.424614e+08 nChanged 23108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 26833 members 
Mstep: Class 3 contains 39482 members 
Mstep: Class 4 contains 23197 members 
Mstep: Class 5 contains 3561 members 
Mstep: Class 6 contains 51554 members 
Mstep: Class 7 contains 19444 members 
Mstep: Class 8 contains 17332 members 
Mstep: Class 9 contains 1084676 members 
Mstep: Class 10 contains 29886 members 
Mstep: Class 11 contains 239436 members 
Mstep: Class 13 contains 28752 members 
Mstep: Class 17 contains 36786 members 
Mstep: Class 18 contains 26612 members 
Mstep: Class 20 contains 109222 members 
Mstep: Class 21 contains 9289 members 
Mstep: Class 22 contains 20089 members 
Mstep: Class 23 contains 21949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142486192.000000 Penalty: 64349.773438
Iteration 20F: 19 clusters Score -1.424862e+08 nChanged 30627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 26987 members 
Mstep: Class 3 contains 39797 members 
Mstep: Class 4 contains 22695 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 50973 members 
Mstep: Class 7 contains 22687 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 1063445 members 
Mstep: Class 10 contains 31795 members 
Mstep: Class 11 contains 243871 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 17 contains 37727 members 
Mstep: Class 18 contains 32342 members 
Mstep: Class 20 contains 115796 members 
Mstep: Class 21 contains 9081 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 21917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142508816.000000 Penalty: 64349.773438
Iteration 21Q: 19 clusters Score -1.425088e+08 nChanged 28932
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 27172 members 
Mstep: Class 3 contains 39638 members 
Mstep: Class 4 contains 22275 members 
Mstep: Class 5 contains 3135 members 
Mstep: Class 6 contains 50389 members 
Mstep: Class 7 contains 26201 members 
Mstep: Class 8 contains 17896 members 
Mstep: Class 9 contains 1044897 members 
Mstep: Class 10 contains 33260 members 
Mstep: Class 11 contains 248091 members 
Mstep: Class 13 contains 27716 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 36502 members 
Mstep: Class 20 contains 122131 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 19933 members 
Mstep: Class 23 contains 21913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3560.775635 but Gain 3574.988281
Score: -142525648.000000 Penalty: 60774.785156
Iteration 22Q: 18 clusters Score -1.425256e+08 nChanged 28840
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 27353 members 
Mstep: Class 3 contains 39112 members 
Mstep: Class 4 contains 21934 members 
Mstep: Class 6 contains 49902 members 
Mstep: Class 7 contains 29971 members 
Mstep: Class 8 contains 18147 members 
Mstep: Class 9 contains 1031185 members 
Mstep: Class 10 contains 34463 members 
Mstep: Class 11 contains 251947 members 
Mstep: Class 13 contains 27357 members 
Mstep: Class 17 contains 39337 members 
Mstep: Class 18 contains 39632 members 
Mstep: Class 20 contains 128013 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 19834 members 
Mstep: Class 23 contains 21904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142543232.000000 Penalty: 60774.785156
Iteration 23Q: 18 clusters Score -1.425432e+08 nChanged 23346
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 27498 members 
Mstep: Class 3 contains 38261 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 6 contains 49450 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 18278 members 
Mstep: Class 9 contains 1016455 members 
Mstep: Class 10 contains 35493 members 
Mstep: Class 11 contains 255407 members 
Mstep: Class 13 contains 27071 members 
Mstep: Class 17 contains 40115 members 
Mstep: Class 18 contains 41920 members 
Mstep: Class 20 contains 133408 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 19708 members 
Mstep: Class 23 contains 21877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142556240.000000 Penalty: 60774.785156
Iteration 24Q: 18 clusters Score -1.425562e+08 nChanged 21197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 37077 members 
Mstep: Class 4 contains 21366 members 
Mstep: Class 6 contains 49077 members 
Mstep: Class 7 contains 37852 members 
Mstep: Class 8 contains 18391 members 
Mstep: Class 9 contains 1003672 members 
Mstep: Class 10 contains 36334 members 
Mstep: Class 11 contains 258567 members 
Mstep: Class 13 contains 26761 members 
Mstep: Class 17 contains 40878 members 
Mstep: Class 18 contains 43674 members 
Mstep: Class 20 contains 138079 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 19520 members 
Mstep: Class 23 contains 21846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142567248.000000 Penalty: 60774.785156
Iteration 25Q: 18 clusters Score -1.425672e+08 nChanged 19693
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 27758 members 
Mstep: Class 3 contains 35797 members 
Mstep: Class 4 contains 21133 members 
Mstep: Class 6 contains 48739 members 
Mstep: Class 7 contains 41816 members 
Mstep: Class 8 contains 18448 members 
Mstep: Class 9 contains 992122 members 
Mstep: Class 10 contains 37111 members 
Mstep: Class 11 contains 261547 members 
Mstep: Class 13 contains 26495 members 
Mstep: Class 17 contains 41595 members 
Mstep: Class 18 contains 44954 members 
Mstep: Class 20 contains 142235 members 
Mstep: Class 21 contains 8420 members 
Mstep: Class 22 contains 19253 members 
Mstep: Class 23 contains 21853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142576976.000000 Penalty: 60774.785156
Iteration 26Q: 18 clusters Score -1.42577e+08 nChanged 18412
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 27845 members 
Mstep: Class 3 contains 34374 members 
Mstep: Class 4 contains 20942 members 
Mstep: Class 6 contains 48421 members 
Mstep: Class 7 contains 45782 members 
Mstep: Class 8 contains 18485 members 
Mstep: Class 9 contains 981557 members 
Mstep: Class 10 contains 37818 members 
Mstep: Class 11 contains 264307 members 
Mstep: Class 13 contains 26302 members 
Mstep: Class 17 contains 42258 members 
Mstep: Class 18 contains 45870 members 
Mstep: Class 20 contains 145978 members 
Mstep: Class 21 contains 8762 members 
Mstep: Class 22 contains 18953 members 
Mstep: Class 23 contains 21848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142585856.000000 Penalty: 60774.785156
Iteration 27Q: 18 clusters Score -1.425859e+08 nChanged 16631
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 27930 members 
Mstep: Class 3 contains 32982 members 
Mstep: Class 4 contains 20774 members 
Mstep: Class 6 contains 48101 members 
Mstep: Class 7 contains 49454 members 
Mstep: Class 8 contains 18519 members 
Mstep: Class 9 contains 972247 members 
Mstep: Class 10 contains 38493 members 
Mstep: Class 11 contains 266815 members 
Mstep: Class 13 contains 26115 members 
Mstep: Class 17 contains 42860 members 
Mstep: Class 18 contains 46527 members 
Mstep: Class 20 contains 149133 members 
Mstep: Class 21 contains 9222 members 
Mstep: Class 22 contains 18685 members 
Mstep: Class 23 contains 21834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142592640.000000 Penalty: 60774.785156
Iteration 28Q: 18 clusters Score -1.425926e+08 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 27994 members 
Mstep: Class 3 contains 31554 members 
Mstep: Class 4 contains 20618 members 
Mstep: Class 6 contains 47763 members 
Mstep: Class 7 contains 52990 members 
Mstep: Class 8 contains 18576 members 
Mstep: Class 9 contains 963924 members 
Mstep: Class 10 contains 39052 members 
Mstep: Class 11 contains 269321 members 
Mstep: Class 13 contains 25954 members 
Mstep: Class 17 contains 43377 members 
Mstep: Class 18 contains 47030 members 
Mstep: Class 20 contains 151740 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 18487 members 
Mstep: Class 23 contains 21810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142598736.000000 Penalty: 60774.785156
Iteration 29Q: 18 clusters Score -1.425987e+08 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 28013 members 
Mstep: Class 3 contains 30136 members 
Mstep: Class 4 contains 20473 members 
Mstep: Class 6 contains 47423 members 
Mstep: Class 7 contains 56270 members 
Mstep: Class 8 contains 18649 members 
Mstep: Class 9 contains 956511 members 
Mstep: Class 10 contains 39653 members 
Mstep: Class 11 contains 271670 members 
Mstep: Class 13 contains 25811 members 
Mstep: Class 17 contains 43818 members 
Mstep: Class 18 contains 47391 members 
Mstep: Class 20 contains 154041 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 21766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142604912.000000 Penalty: 60774.785156
Iteration 30Q: 18 clusters Score -1.426049e+08 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 28029 members 
Mstep: Class 3 contains 28692 members 
Mstep: Class 4 contains 20326 members 
Mstep: Class 6 contains 47107 members 
Mstep: Class 7 contains 59308 members 
Mstep: Class 8 contains 18714 members 
Mstep: Class 9 contains 949738 members 
Mstep: Class 10 contains 40196 members 
Mstep: Class 11 contains 274149 members 
Mstep: Class 13 contains 25687 members 
Mstep: Class 17 contains 44238 members 
Mstep: Class 18 contains 47704 members 
Mstep: Class 20 contains 155967 members 
Mstep: Class 21 contains 10481 members 
Mstep: Class 22 contains 18192 members 
Mstep: Class 23 contains 21727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142610672.000000 Penalty: 60774.785156
Iteration 31Q: 18 clusters Score -1.426107e+08 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 28053 members 
Mstep: Class 3 contains 27322 members 
Mstep: Class 4 contains 20184 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 62052 members 
Mstep: Class 8 contains 18787 members 
Mstep: Class 9 contains 943488 members 
Mstep: Class 10 contains 40671 members 
Mstep: Class 11 contains 276762 members 
Mstep: Class 13 contains 25581 members 
Mstep: Class 17 contains 44623 members 
Mstep: Class 18 contains 47935 members 
Mstep: Class 20 contains 157630 members 
Mstep: Class 21 contains 10731 members 
Mstep: Class 22 contains 18070 members 
Mstep: Class 23 contains 21695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142616432.000000 Penalty: 60774.785156
Iteration 32Q: 18 clusters Score -1.426164e+08 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 28076 members 
Mstep: Class 3 contains 26056 members 
Mstep: Class 4 contains 20049 members 
Mstep: Class 6 contains 46609 members 
Mstep: Class 7 contains 64545 members 
Mstep: Class 8 contains 18855 members 
Mstep: Class 9 contains 937487 members 
Mstep: Class 10 contains 41118 members 
Mstep: Class 11 contains 279570 members 
Mstep: Class 13 contains 25497 members 
Mstep: Class 17 contains 44974 members 
Mstep: Class 18 contains 48107 members 
Mstep: Class 20 contains 159112 members 
Mstep: Class 21 contains 10937 members 
Mstep: Class 22 contains 17987 members 
Mstep: Class 23 contains 21664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142621184.000000 Penalty: 60774.785156
Iteration 33Q: 18 clusters Score -1.426212e+08 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 28103 members 
Mstep: Class 3 contains 24875 members 
Mstep: Class 4 contains 19919 members 
Mstep: Class 6 contains 46404 members 
Mstep: Class 7 contains 66744 members 
Mstep: Class 8 contains 18906 members 
Mstep: Class 9 contains 931939 members 
Mstep: Class 10 contains 41477 members 
Mstep: Class 11 contains 282436 members 
Mstep: Class 13 contains 25440 members 
Mstep: Class 17 contains 45328 members 
Mstep: Class 18 contains 48217 members 
Mstep: Class 20 contains 160348 members 
Mstep: Class 21 contains 11146 members 
Mstep: Class 22 contains 17920 members 
Mstep: Class 23 contains 21619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142626496.000000 Penalty: 60774.785156
Iteration 34Q: 18 clusters Score -1.426265e+08 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 23677 members 
Mstep: Class 4 contains 19791 members 
Mstep: Class 6 contains 46222 members 
Mstep: Class 7 contains 68738 members 
Mstep: Class 8 contains 18973 members 
Mstep: Class 9 contains 926450 members 
Mstep: Class 10 contains 41774 members 
Mstep: Class 11 contains 285661 members 
Mstep: Class 13 contains 25406 members 
Mstep: Class 17 contains 45768 members 
Mstep: Class 18 contains 48315 members 
Mstep: Class 20 contains 161331 members 
Mstep: Class 21 contains 11299 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 21589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142632512.000000 Penalty: 60774.785156
Iteration 35Q: 18 clusters Score -1.426325e+08 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 28173 members 
Mstep: Class 3 contains 22546 members 
Mstep: Class 4 contains 19652 members 
Mstep: Class 6 contains 46122 members 
Mstep: Class 7 contains 70567 members 
Mstep: Class 8 contains 19032 members 
Mstep: Class 9 contains 921010 members 
Mstep: Class 10 contains 41966 members 
Mstep: Class 11 contains 289077 members 
Mstep: Class 13 contains 25399 members 
Mstep: Class 17 contains 46247 members 
Mstep: Class 18 contains 48356 members 
Mstep: Class 20 contains 162141 members 
Mstep: Class 21 contains 11457 members 
Mstep: Class 22 contains 17794 members 
Mstep: Class 23 contains 21578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142637456.000000 Penalty: 60774.785156
Iteration 36Q: 18 clusters Score -1.426375e+08 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 21539 members 
Mstep: Class 4 contains 19531 members 
Mstep: Class 6 contains 46072 members 
Mstep: Class 7 contains 72243 members 
Mstep: Class 8 contains 19077 members 
Mstep: Class 9 contains 915709 members 
Mstep: Class 10 contains 42093 members 
Mstep: Class 11 contains 292410 members 
Mstep: Class 13 contains 25394 members 
Mstep: Class 17 contains 46797 members 
Mstep: Class 18 contains 48374 members 
Mstep: Class 20 contains 162917 members 
Mstep: Class 21 contains 11604 members 
Mstep: Class 22 contains 17734 members 
Mstep: Class 23 contains 21558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142641792.000000 Penalty: 60774.785156
Iteration 37Q: 18 clusters Score -1.426418e+08 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 28249 members 
Mstep: Class 3 contains 20622 members 
Mstep: Class 4 contains 19421 members 
Mstep: Class 6 contains 46082 members 
Mstep: Class 7 contains 73617 members 
Mstep: Class 8 contains 19122 members 
Mstep: Class 9 contains 910716 members 
Mstep: Class 10 contains 42173 members 
Mstep: Class 11 contains 295584 members 
Mstep: Class 13 contains 25399 members 
Mstep: Class 17 contains 47378 members 
Mstep: Class 18 contains 48385 members 
Mstep: Class 20 contains 163608 members 
Mstep: Class 21 contains 11768 members 
Mstep: Class 22 contains 17685 members 
Mstep: Class 23 contains 21558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142646128.000000 Penalty: 60774.785156
Iteration 38Q: 18 clusters Score -1.426461e+08 nChanged 9562
Entering ConstructFrom: 
Score: -142646128.000000 Penalty: 60774.785156
Entering ConstructFrom: 
Trying to split cluster 1 (30190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Entering Unmasked Estep 
Score: -2331909.750000 Penalty: 2558.185791
	Iteration 0F: 2 clusters Score -2331910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2311316.750000 Penalty: 5116.371582
	Iteration 0F: 3 clusters Score -2311317 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2318784.000000 Penalty: 5116.371582
	Iteration 1F: 3 clusters Score -2318784 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2319382.750000 Penalty: 5116.371582
	Iteration 2Q: 3 clusters Score -2319383 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2320168.500000 Penalty: 5116.371582
	Iteration 3Q: 3 clusters Score -2320168 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2321624.500000 Penalty: 5116.371582
	Iteration 4F: 3 clusters Score -2321624 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2324391.250000 Penalty: 5116.371582
	Iteration 5F: 3 clusters Score -2324391 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2327837.000000 Penalty: 5116.371582
	Iteration 6F: 3 clusters Score -2327837 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2330317.750000 Penalty: 5116.371582
	Iteration 7F: 3 clusters Score -2330318 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2332763.500000 Penalty: 5116.371582
	Iteration 8F: 3 clusters Score -2332764 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2334969.250000 Penalty: 5116.371582
	Iteration 9F: 3 clusters Score -2334969 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2336599.250000 Penalty: 5116.371582
	Iteration 10Q: 3 clusters Score -2336599 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2337740.750000 Penalty: 5116.371582
	Iteration 11Q: 3 clusters Score -2337741 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2338277.250000 Penalty: 5116.371582
	Iteration 12Q: 3 clusters Score -2338277 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2338538.000000 Penalty: 5116.371582
	Iteration 13Q: 3 clusters Score -2338538 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2338673.750000 Penalty: 5116.371582
	Iteration 14Q: 3 clusters Score -2338674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2338820.500000 Penalty: 5116.371582
	Iteration 15Q: 3 clusters Score -2338820 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2339016.250000 Penalty: 5116.371582
	Iteration 16Q: 3 clusters Score -2339016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2339215.250000 Penalty: 5116.371582
	Iteration 17Q: 3 clusters Score -2339215 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2339481.250000 Penalty: 5116.371582
	Iteration 18Q: 3 clusters Score -2339481 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2339735.750000 Penalty: 5116.371582
	Iteration 19Q: 3 clusters Score -2339736 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2339927.500000 Penalty: 5116.371582
	Iteration 20F: 3 clusters Score -2339928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2340013.750000 Penalty: 5116.371582
	Iteration 21Q: 3 clusters Score -2340014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2340065.750000 Penalty: 5116.371582
	Iteration 22Q: 3 clusters Score -2340066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2340095.500000 Penalty: 5116.371582
	Iteration 23Q: 3 clusters Score -2340096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2340104.750000 Penalty: 5116.371582
	Iteration 24Q: 3 clusters Score -2340105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2340123.250000 Penalty: 5116.371582
	Iteration 25Q: 3 clusters Score -2340123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2340145.750000 Penalty: 5116.371582
	Iteration 26Q: 3 clusters Score -2340146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2340161.250000 Penalty: 5116.371582
	Iteration 27Q: 3 clusters Score -2340161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2340161.000000 Penalty: 5116.371582
	Iteration 28Q: 3 clusters Score -2340161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2340162.000000 Penalty: 5116.371582
	Iteration 29Q: 3 clusters Score -2340162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2340163.500000 Penalty: 5116.371582
	Iteration 30Q: 3 clusters Score -2340164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2340160.000000 Penalty: 5116.371582
	Iteration 31Q: 3 clusters Score -2340160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2340160.000000 Penalty: 5116.371582
	Iteration 32F: 3 clusters Score -2340160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 28288 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 19321 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 46053 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 298392 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 17 contains 47980 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 20 contains 164239 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
Score: -142655968.000000 Penalty: 64349.773438
Splitting cluster 1 changes total score from -142646128.000000 to -142655968.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -2143731.000000 Penalty: 2542.047852
	Iteration 0F: 2 clusters Score -2143731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2124537.250000 Penalty: 5084.095703
	Iteration 0F: 3 clusters Score -2124537 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2131340.000000 Penalty: 5084.095703
	Iteration 1F: 3 clusters Score -2131340 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2132305.250000 Penalty: 5084.095703
	Iteration 2F: 3 clusters Score -2132305 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2133797.000000 Penalty: 5084.095703
	Iteration 3F: 3 clusters Score -2133797 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2135758.000000 Penalty: 5084.095703
	Iteration 4F: 3 clusters Score -2135758 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2138475.500000 Penalty: 5084.095703
	Iteration 5F: 3 clusters Score -2138476 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2143053.500000 Penalty: 5084.095703
	Iteration 6F: 3 clusters Score -2143054 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2148971.500000 Penalty: 5084.095703
	Iteration 7F: 3 clusters Score -2148972 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2152568.750000 Penalty: 5084.095703
	Iteration 8F: 3 clusters Score -2152569 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2153899.250000 Penalty: 5084.095703
	Iteration 9Q: 3 clusters Score -2153899 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2155015.500000 Penalty: 5084.095703
	Iteration 10Q: 3 clusters Score -2155016 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2156584.250000 Penalty: 5084.095703
	Iteration 11Q: 3 clusters Score -2156584 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2157683.500000 Penalty: 5084.095703
	Iteration 12Q: 3 clusters Score -2157684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2157803.500000 Penalty: 5084.095703
	Iteration 13Q: 3 clusters Score -2157804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2157811.250000 Penalty: 5084.095703
	Iteration 14Q: 3 clusters Score -2157811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2157809.500000 Penalty: 5084.095703
	Iteration 15Q: 3 clusters Score -2157810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2157809.500000 Penalty: 5084.095703
	Iteration 16F: 3 clusters Score -2157810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 19321 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 46053 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 298392 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 17 contains 47980 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 20 contains 164239 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
Score: -142669344.000000 Penalty: 67924.757812
Splitting cluster 2 changes total score from -142646128.000000 to -142669344.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 3 (19851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Entering Unmasked Estep 
Score: -1633988.375000 Penalty: 2454.210449
	Iteration 0F: 2 clusters Score -1633988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1619906.375000 Penalty: 4908.420898
	Iteration 0F: 3 clusters Score -1619906 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1624751.750000 Penalty: 4908.420898
	Iteration 1F: 3 clusters Score -1624752 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1625386.875000 Penalty: 4908.420898
	Iteration 2F: 3 clusters Score -1625387 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1626168.625000 Penalty: 4908.420898
	Iteration 3F: 3 clusters Score -1626169 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1627129.250000 Penalty: 4908.420898
	Iteration 4F: 3 clusters Score -1627129 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1628158.625000 Penalty: 4908.420898
	Iteration 5F: 3 clusters Score -1628159 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1628998.125000 Penalty: 4908.420898
	Iteration 6F: 3 clusters Score -1628998 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1629717.750000 Penalty: 4908.420898
	Iteration 7F: 3 clusters Score -1629718 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1630325.875000 Penalty: 4908.420898
	Iteration 8Q: 3 clusters Score -1630326 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1630759.500000 Penalty: 4908.420898
	Iteration 9Q: 3 clusters Score -1630760 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1631012.375000 Penalty: 4908.420898
	Iteration 10Q: 3 clusters Score -1631012 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1631177.000000 Penalty: 4908.420898
	Iteration 11Q: 3 clusters Score -1631177 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1631277.625000 Penalty: 4908.420898
	Iteration 12Q: 3 clusters Score -1631278 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1631337.500000 Penalty: 4908.420898
	Iteration 13Q: 3 clusters Score -1631338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1631385.625000 Penalty: 4908.420898
	Iteration 14Q: 3 clusters Score -1631386 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1631417.000000 Penalty: 4908.420898
	Iteration 15Q: 3 clusters Score -1631417 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1631445.500000 Penalty: 4908.420898
	Iteration 16Q: 3 clusters Score -1631446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1631473.750000 Penalty: 4908.420898
	Iteration 17Q: 3 clusters Score -1631474 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1631497.000000 Penalty: 4908.420898
	Iteration 18Q: 3 clusters Score -1631497 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1631526.625000 Penalty: 4908.420898
	Iteration 19Q: 3 clusters Score -1631527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1631543.000000 Penalty: 4908.420898
	Iteration 20F: 3 clusters Score -1631543 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1631563.625000 Penalty: 4908.420898
	Iteration 21Q: 3 clusters Score -1631564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1631580.500000 Penalty: 4908.420898
	Iteration 22Q: 3 clusters Score -1631580 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1631594.000000 Penalty: 4908.420898
	Iteration 23Q: 3 clusters Score -1631594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1631608.500000 Penalty: 4908.420898
	Iteration 24Q: 3 clusters Score -1631608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1631617.000000 Penalty: 4908.420898
	Iteration 25Q: 3 clusters Score -1631617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1631624.875000 Penalty: 4908.420898
	Iteration 26Q: 3 clusters Score -1631625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1631633.875000 Penalty: 4908.420898
	Iteration 27Q: 3 clusters Score -1631634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1631643.000000 Penalty: 4908.420898
	Iteration 28Q: 3 clusters Score -1631643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1631652.125000 Penalty: 4908.420898
	Iteration 29Q: 3 clusters Score -1631652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1631665.500000 Penalty: 4908.420898
	Iteration 30Q: 3 clusters Score -1631666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1631675.625000 Penalty: 4908.420898
	Iteration 31Q: 3 clusters Score -1631676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1631685.750000 Penalty: 4908.420898
	Iteration 32Q: 3 clusters Score -1631686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1631702.625000 Penalty: 4908.420898
	Iteration 33Q: 3 clusters Score -1631703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1631721.000000 Penalty: 4908.420898
	Iteration 34Q: 3 clusters Score -1631721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1631734.875000 Penalty: 4908.420898
	Iteration 35Q: 3 clusters Score -1631735 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1631755.500000 Penalty: 4908.420898
	Iteration 36Q: 3 clusters Score -1631756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1631771.000000 Penalty: 4908.420898
	Iteration 37Q: 3 clusters Score -1631771 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1631786.375000 Penalty: 4908.420898
	Iteration 38Q: 3 clusters Score -1631786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1631800.875000 Penalty: 4908.420898
	Iteration 39Q: 3 clusters Score -1631801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1631823.375000 Penalty: 4908.420898
	Iteration 40F: 3 clusters Score -1631823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1631826.375000 Penalty: 4908.420898
	Iteration 41Q: 3 clusters Score -1631826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1631842.875000 Penalty: 4908.420898
	Iteration 42Q: 3 clusters Score -1631843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1631852.500000 Penalty: 4908.420898
	Iteration 43Q: 3 clusters Score -1631852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1631866.625000 Penalty: 4908.420898
	Iteration 44Q: 3 clusters Score -1631867 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1631867.250000 Penalty: 4908.420898
	Iteration 45Q: 3 clusters Score -1631867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1631883.125000 Penalty: 4908.420898
	Iteration 46Q: 3 clusters Score -1631883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1631892.750000 Penalty: 4908.420898
	Iteration 47Q: 3 clusters Score -1631893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1631899.875000 Penalty: 4908.420898
	Iteration 48Q: 3 clusters Score -1631900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1631917.375000 Penalty: 4908.420898
	Iteration 49Q: 3 clusters Score -1631917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -1631933.625000 Penalty: 4908.420898
	Iteration 50Q: 3 clusters Score -1631934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1631945.000000 Penalty: 4908.420898
	Iteration 51Q: 3 clusters Score -1631945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1631952.125000 Penalty: 4908.420898
	Iteration 52Q: 3 clusters Score -1631952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1631954.625000 Penalty: 4908.420898
	Iteration 53Q: 3 clusters Score -1631955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1631960.000000 Penalty: 4908.420898
	Iteration 54Q: 3 clusters Score -1631960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1631971.375000 Penalty: 4908.420898
	Iteration 55Q: 3 clusters Score -1631971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1631974.250000 Penalty: 4908.420898
	Iteration 56Q: 3 clusters Score -1631974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1631985.375000 Penalty: 4908.420898
	Iteration 57Q: 3 clusters Score -1631985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1631988.750000 Penalty: 4908.420898
	Iteration 58Q: 3 clusters Score -1631989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1632001.375000 Penalty: 4908.420898
	Iteration 59Q: 3 clusters Score -1632001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1632007.125000 Penalty: 4908.420898
	Iteration 60F: 3 clusters Score -1632007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1632017.500000 Penalty: 4908.420898
	Iteration 61Q: 3 clusters Score -1632018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1632029.875000 Penalty: 4908.420898
	Iteration 62Q: 3 clusters Score -1632030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1632035.250000 Penalty: 4908.420898
	Iteration 63Q: 3 clusters Score -1632035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1632042.625000 Penalty: 4908.420898
	Iteration 64Q: 3 clusters Score -1632043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1632051.500000 Penalty: 4908.420898
	Iteration 65Q: 3 clusters Score -1632052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1632052.625000 Penalty: 4908.420898
	Iteration 66Q: 3 clusters Score -1632053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1632058.875000 Penalty: 4908.420898
	Iteration 67Q: 3 clusters Score -1632059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1632059.750000 Penalty: 4908.420898
	Iteration 68Q: 3 clusters Score -1632060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1632064.125000 Penalty: 4908.420898
	Iteration 69Q: 3 clusters Score -1632064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1632073.250000 Penalty: 4908.420898
	Iteration 70Q: 3 clusters Score -1632073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1632072.000000 Penalty: 4908.420898
	Iteration 71Q: 3 clusters Score -1632072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1632073.750000 Penalty: 4908.420898
	Iteration 72Q: 3 clusters Score -1632074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1632073.250000 Penalty: 4908.420898
	Iteration 73Q: 3 clusters Score -1632073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1632075.125000 Penalty: 4908.420898
	Iteration 74Q: 3 clusters Score -1632075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1632076.625000 Penalty: 4908.420898
	Iteration 75Q: 3 clusters Score -1632077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1632081.125000 Penalty: 4908.420898
	Iteration 76Q: 3 clusters Score -1632081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1632084.750000 Penalty: 4908.420898
	Iteration 77Q: 3 clusters Score -1632085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1632086.875000 Penalty: 4908.420898
	Iteration 78Q: 3 clusters Score -1632087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -1632085.875000 Penalty: 4908.420898
	Iteration 79Q: 3 clusters Score -1632086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1632087.875000 Penalty: 4908.420898
	Iteration 80F: 3 clusters Score -1632088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1632089.250000 Penalty: 4908.420898
	Iteration 81Q: 3 clusters Score -1632089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1632089.500000 Penalty: 4908.420898
	Iteration 82Q: 3 clusters Score -1632090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1632089.000000 Penalty: 4908.420898
	Iteration 83Q: 3 clusters Score -1632089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1632088.000000 Penalty: 4908.420898
	Iteration 84Q: 3 clusters Score -1632088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1632084.750000 Penalty: 4908.420898
	Iteration 85Q: 3 clusters Score -1632085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1632083.375000 Penalty: 4908.420898
	Iteration 86Q: 3 clusters Score -1632083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1632085.125000 Penalty: 4908.420898
	Iteration 87Q: 3 clusters Score -1632085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1632085.625000 Penalty: 4908.420898
	Iteration 88Q: 3 clusters Score -1632086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1632086.000000 Penalty: 4908.420898
	Iteration 89Q: 3 clusters Score -1632086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1632085.750000 Penalty: 4908.420898
	Iteration 90Q: 3 clusters Score -1632086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1632085.625000 Penalty: 4908.420898
	Iteration 91Q: 3 clusters Score -1632086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1632084.000000 Penalty: 4908.420898
	Iteration 92Q: 3 clusters Score -1632084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1632085.750000 Penalty: 4908.420898
	Iteration 93Q: 3 clusters Score -1632086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1632085.750000 Penalty: 4908.420898
	Iteration 94F: 3 clusters Score -1632086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Entering Unmasked Estep 
Score: -1464947.375000 Penalty: 2447.499023
	Iteration 0F: 2 clusters Score -1464947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1451300.250000 Penalty: 4894.998047
	Iteration 0F: 3 clusters Score -1451300 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1456166.000000 Penalty: 4894.998047
	Iteration 1F: 3 clusters Score -1456166 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1457033.500000 Penalty: 4894.998047
	Iteration 2F: 3 clusters Score -1457034 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1457867.125000 Penalty: 4894.998047
	Iteration 3F: 3 clusters Score -1457867 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1458735.250000 Penalty: 4894.998047
	Iteration 4F: 3 clusters Score -1458735 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1459627.750000 Penalty: 4894.998047
	Iteration 5F: 3 clusters Score -1459628 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1460668.750000 Penalty: 4894.998047
	Iteration 6F: 3 clusters Score -1460669 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1461798.750000 Penalty: 4894.998047
	Iteration 7F: 3 clusters Score -1461799 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1463371.625000 Penalty: 4894.998047
	Iteration 8F: 3 clusters Score -1463372 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1465739.500000 Penalty: 4894.998047
	Iteration 9F: 3 clusters Score -1465740 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1467893.875000 Penalty: 4894.998047
	Iteration 10F: 3 clusters Score -1467894 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1468587.250000 Penalty: 4894.998047
	Iteration 11Q: 3 clusters Score -1468587 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1468916.250000 Penalty: 4894.998047
	Iteration 12Q: 3 clusters Score -1468916 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1469202.500000 Penalty: 4894.998047
	Iteration 13Q: 3 clusters Score -1469202 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1469484.875000 Penalty: 4894.998047
	Iteration 14Q: 3 clusters Score -1469485 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1469751.250000 Penalty: 4894.998047
	Iteration 15Q: 3 clusters Score -1469751 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1469945.375000 Penalty: 4894.998047
	Iteration 16Q: 3 clusters Score -1469945 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1470090.375000 Penalty: 4894.998047
	Iteration 17Q: 3 clusters Score -1470090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1470183.375000 Penalty: 4894.998047
	Iteration 18Q: 3 clusters Score -1470183 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1470261.125000 Penalty: 4894.998047
	Iteration 19Q: 3 clusters Score -1470261 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1470341.875000 Penalty: 4894.998047
	Iteration 20F: 3 clusters Score -1470342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1470386.125000 Penalty: 4894.998047
	Iteration 21Q: 3 clusters Score -1470386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1470415.250000 Penalty: 4894.998047
	Iteration 22Q: 3 clusters Score -1470415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1470432.625000 Penalty: 4894.998047
	Iteration 23Q: 3 clusters Score -1470433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1470443.750000 Penalty: 4894.998047
	Iteration 24Q: 3 clusters Score -1470444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1470451.000000 Penalty: 4894.998047
	Iteration 25Q: 3 clusters Score -1470451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1470457.000000 Penalty: 4894.998047
	Iteration 26Q: 3 clusters Score -1470457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1470461.250000 Penalty: 4894.998047
	Iteration 27Q: 3 clusters Score -1470461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1470461.375000 Penalty: 4894.998047
	Iteration 28Q: 3 clusters Score -1470461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1470465.750000 Penalty: 4894.998047
	Iteration 29Q: 3 clusters Score -1470466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1470465.000000 Penalty: 4894.998047
	Iteration 30Q: 3 clusters Score -1470465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1470466.750000 Penalty: 4894.998047
	Iteration 31Q: 3 clusters Score -1470467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1470466.750000 Penalty: 4894.998047
	Iteration 32F: 3 clusters Score -1470467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 46053 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 298392 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 17 contains 47980 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 20 contains 164239 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
Score: -142674800.000000 Penalty: 71499.750000
Splitting cluster 4 changes total score from -142646128.000000 to -142674800.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (46053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Entering Unmasked Estep 
Score: -3451684.000000 Penalty: 2662.911865
	Iteration 0F: 2 clusters Score -3451684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3420601.750000 Penalty: 5325.823730
	Iteration 0F: 3 clusters Score -3420602 nChanged 21103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3432892.250000 Penalty: 5325.823730
	Iteration 1F: 3 clusters Score -3432892 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3434650.000000 Penalty: 5325.823730
	Iteration 2F: 3 clusters Score -3434650 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3437560.750000 Penalty: 5325.823730
	Iteration 3F: 3 clusters Score -3437561 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3441263.000000 Penalty: 5325.823730
	Iteration 4F: 3 clusters Score -3441263 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3444571.500000 Penalty: 5325.823730
	Iteration 5F: 3 clusters Score -3444572 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3446716.750000 Penalty: 5325.823730
	Iteration 6F: 3 clusters Score -3446717 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3447857.500000 Penalty: 5325.823730
	Iteration 7Q: 3 clusters Score -3447858 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -3448559.000000 Penalty: 5325.823730
	Iteration 8Q: 3 clusters Score -3448559 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3449103.250000 Penalty: 5325.823730
	Iteration 9Q: 3 clusters Score -3449103 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -3449580.750000 Penalty: 5325.823730
	Iteration 10Q: 3 clusters Score -3449581 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -3450031.000000 Penalty: 5325.823730
	Iteration 11Q: 3 clusters Score -3450031 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -3450447.250000 Penalty: 5325.823730
	Iteration 12Q: 3 clusters Score -3450447 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3450789.750000 Penalty: 5325.823730
	Iteration 13Q: 3 clusters Score -3450790 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -3451053.750000 Penalty: 5325.823730
	Iteration 14Q: 3 clusters Score -3451054 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -3451229.000000 Penalty: 5325.823730
	Iteration 15Q: 3 clusters Score -3451229 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -3451395.750000 Penalty: 5325.823730
	Iteration 16Q: 3 clusters Score -3451396 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -3451556.000000 Penalty: 5325.823730
	Iteration 17Q: 3 clusters Score -3451556 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -3451670.500000 Penalty: 5325.823730
	Iteration 18Q: 3 clusters Score -3451670 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -3451781.750000 Penalty: 5325.823730
	Iteration 19Q: 3 clusters Score -3451782 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -3451871.500000 Penalty: 5325.823730
	Iteration 20F: 3 clusters Score -3451872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -3451909.500000 Penalty: 5325.823730
	Iteration 21Q: 3 clusters Score -3451910 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -3451948.750000 Penalty: 5325.823730
	Iteration 22Q: 3 clusters Score -3451949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -3451985.500000 Penalty: 5325.823730
	Iteration 23Q: 3 clusters Score -3451986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -3451997.000000 Penalty: 5325.823730
	Iteration 24Q: 3 clusters Score -3451997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -3452020.000000 Penalty: 5325.823730
	Iteration 25Q: 3 clusters Score -3452020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -3452017.750000 Penalty: 5325.823730
	Iteration 26Q: 3 clusters Score -3452018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -3452029.750000 Penalty: 5325.823730
	Iteration 27Q: 3 clusters Score -3452030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -3452036.000000 Penalty: 5325.823730
	Iteration 28Q: 3 clusters Score -3452036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -3452042.250000 Penalty: 5325.823730
	Iteration 29Q: 3 clusters Score -3452042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -3452052.750000 Penalty: 5325.823730
	Iteration 30Q: 3 clusters Score -3452053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -3452056.500000 Penalty: 5325.823730
	Iteration 31Q: 3 clusters Score -3452056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -3452054.750000 Penalty: 5325.823730
	Iteration 32Q: 3 clusters Score -3452055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -3452059.250000 Penalty: 5325.823730
	Iteration 33Q: 3 clusters Score -3452059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -3452054.500000 Penalty: 5325.823730
	Iteration 34Q: 3 clusters Score -3452054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -3452062.750000 Penalty: 5325.823730
	Iteration 35Q: 3 clusters Score -3452063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -3452065.250000 Penalty: 5325.823730
	Iteration 36Q: 3 clusters Score -3452065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -3452055.750000 Penalty: 5325.823730
	Iteration 37Q: 3 clusters Score -3452056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -3452061.000000 Penalty: 5325.823730
	Iteration 38Q: 3 clusters Score -3452061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -3452061.250000 Penalty: 5325.823730
	Iteration 39Q: 3 clusters Score -3452061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -3452064.000000 Penalty: 5325.823730
	Iteration 40F: 3 clusters Score -3452064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -3452061.250000 Penalty: 5325.823730
	Iteration 41Q: 3 clusters Score -3452061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -3452062.250000 Penalty: 5325.823730
	Iteration 42Q: 3 clusters Score -3452062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -3452063.250000 Penalty: 5325.823730
	Iteration 43Q: 3 clusters Score -3452063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -3452064.250000 Penalty: 5325.823730
	Iteration 44Q: 3 clusters Score -3452064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -3452064.250000 Penalty: 5325.823730
	Iteration 45F: 3 clusters Score -3452064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 298392 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 43852 members 
Mstep: Class 17 contains 47980 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 20 contains 164239 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
Score: -142674592.000000 Penalty: 75074.734375
Splitting cluster 6 changes total score from -142646128.000000 to -142674592.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (74912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Entering Unmasked Estep 
Score: -6190333.500000 Penalty: 2783.569336
	Iteration 0F: 2 clusters Score -6190334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6140275.500000 Penalty: 5567.138672
	Iteration 0F: 3 clusters Score -6140276 nChanged 35080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6160128.000000 Penalty: 5567.138672
	Iteration 1F: 3 clusters Score -6160128 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -6160768.000000 Penalty: 5567.138672
	Iteration 2Q: 3 clusters Score -6160768 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -6161692.000000 Penalty: 5567.138672
	Iteration 3Q: 3 clusters Score -6161692 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -6163196.500000 Penalty: 5567.138672
	Iteration 4Q: 3 clusters Score -6163196 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -6165834.000000 Penalty: 5567.138672
	Iteration 5F: 3 clusters Score -6165834 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -6170508.500000 Penalty: 5567.138672
	Iteration 6F: 3 clusters Score -6170508 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -6176896.000000 Penalty: 5567.138672
	Iteration 7F: 3 clusters Score -6176896 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -6182843.500000 Penalty: 5567.138672
	Iteration 8F: 3 clusters Score -6182844 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6186059.000000 Penalty: 5567.138672
	Iteration 9Q: 3 clusters Score -6186059 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6187232.000000 Penalty: 5567.138672
	Iteration 10Q: 3 clusters Score -6187232 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6187594.500000 Penalty: 5567.138672
	Iteration 11Q: 3 clusters Score -6187594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6187707.000000 Penalty: 5567.138672
	Iteration 12Q: 3 clusters Score -6187707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6187761.500000 Penalty: 5567.138672
	Iteration 13Q: 3 clusters Score -6187762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6187783.000000 Penalty: 5567.138672
	Iteration 14Q: 3 clusters Score -6187783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6187809.500000 Penalty: 5567.138672
	Iteration 15Q: 3 clusters Score -6187810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6187828.000000 Penalty: 5567.138672
	Iteration 16Q: 3 clusters Score -6187828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6187834.000000 Penalty: 5567.138672
	Iteration 17Q: 3 clusters Score -6187834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6187843.000000 Penalty: 5567.138672
	Iteration 18Q: 3 clusters Score -6187843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6187869.500000 Penalty: 5567.138672
	Iteration 19Q: 3 clusters Score -6187870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6187871.500000 Penalty: 5567.138672
	Iteration 20F: 3 clusters Score -6187872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6187875.500000 Penalty: 5567.138672
	Iteration 21Q: 3 clusters Score -6187876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6187880.000000 Penalty: 5567.138672
	Iteration 22Q: 3 clusters Score -6187880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6187879.500000 Penalty: 5567.138672
	Iteration 23Q: 3 clusters Score -6187880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6187882.000000 Penalty: 5567.138672
	Iteration 24Q: 3 clusters Score -6187882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6187882.000000 Penalty: 5567.138672
	Iteration 25F: 3 clusters Score -6187882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Entering Unmasked Estep 
Score: -1542620.625000 Penalty: 2445.617920
	Iteration 0F: 2 clusters Score -1542621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1529087.000000 Penalty: 4891.235840
	Iteration 0F: 3 clusters Score -1529087 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1533502.000000 Penalty: 4891.235840
	Iteration 1F: 3 clusters Score -1533502 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1533891.125000 Penalty: 4891.235840
	Iteration 2F: 3 clusters Score -1533891 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1534218.500000 Penalty: 4891.235840
	Iteration 3Q: 3 clusters Score -1534218 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1534528.500000 Penalty: 4891.235840
	Iteration 4Q: 3 clusters Score -1534528 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1534837.000000 Penalty: 4891.235840
	Iteration 5Q: 3 clusters Score -1534837 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1535215.625000 Penalty: 4891.235840
	Iteration 6Q: 3 clusters Score -1535216 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1535684.375000 Penalty: 4891.235840
	Iteration 7Q: 3 clusters Score -1535684 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1536220.125000 Penalty: 4891.235840
	Iteration 8Q: 3 clusters Score -1536220 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1536854.250000 Penalty: 4891.235840
	Iteration 9F: 3 clusters Score -1536854 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1537632.125000 Penalty: 4891.235840
	Iteration 10F: 3 clusters Score -1537632 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1538461.875000 Penalty: 4891.235840
	Iteration 11F: 3 clusters Score -1538462 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1539205.875000 Penalty: 4891.235840
	Iteration 12Q: 3 clusters Score -1539206 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1539735.875000 Penalty: 4891.235840
	Iteration 13Q: 3 clusters Score -1539736 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -1540048.375000 Penalty: 4891.235840
	Iteration 14Q: 3 clusters Score -1540048 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1540224.250000 Penalty: 4891.235840
	Iteration 15Q: 3 clusters Score -1540224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1540320.750000 Penalty: 4891.235840
	Iteration 16Q: 3 clusters Score -1540321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1540377.375000 Penalty: 4891.235840
	Iteration 17Q: 3 clusters Score -1540377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1540415.375000 Penalty: 4891.235840
	Iteration 18Q: 3 clusters Score -1540415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1540436.000000 Penalty: 4891.235840
	Iteration 19Q: 3 clusters Score -1540436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1540458.250000 Penalty: 4891.235840
	Iteration 20F: 3 clusters Score -1540458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -1540477.250000 Penalty: 4891.235840
	Iteration 21Q: 3 clusters Score -1540477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1540487.500000 Penalty: 4891.235840
	Iteration 22Q: 3 clusters Score -1540488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1540498.750000 Penalty: 4891.235840
	Iteration 23Q: 3 clusters Score -1540499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1540501.625000 Penalty: 4891.235840
	Iteration 24Q: 3 clusters Score -1540502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1540506.875000 Penalty: 4891.235840
	Iteration 25Q: 3 clusters Score -1540507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1540511.750000 Penalty: 4891.235840
	Iteration 26Q: 3 clusters Score -1540512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1540512.125000 Penalty: 4891.235840
	Iteration 27Q: 3 clusters Score -1540512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1540512.250000 Penalty: 4891.235840
	Iteration 28Q: 3 clusters Score -1540512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1540512.250000 Penalty: 4891.235840
	Iteration 29F: 3 clusters Score -1540512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (906151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906151 members 
Entering Unmasked Estep 
Score: -72967816.000000 Penalty: 3401.806396
	Iteration 0F: 2 clusters Score -7.296782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454176 members 
Mstep: Class 2 contains 451975 members 
Entering Unmasked Estep 
Score: -72364088.000000 Penalty: 6803.612793
	Iteration 0F: 3 clusters Score -7.236409e+07 nChanged 444937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487193 members 
Mstep: Class 2 contains 418958 members 
Entering Unmasked Estep 
Score: -72639112.000000 Penalty: 6803.612793
	Iteration 1F: 3 clusters Score -7.263911e+07 nChanged 25052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506969 members 
Mstep: Class 2 contains 399182 members 
Entering Unmasked Estep 
Score: -72646880.000000 Penalty: 6803.612793
	Iteration 2Q: 3 clusters Score -7.264688e+07 nChanged 34218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537693 members 
Mstep: Class 2 contains 368458 members 
Entering Unmasked Estep 
Score: -72660536.000000 Penalty: 6803.612793
	Iteration 3Q: 3 clusters Score -7.266054e+07 nChanged 47648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583345 members 
Mstep: Class 2 contains 322806 members 
Entering Unmasked Estep 
Score: -72687144.000000 Penalty: 6803.612793
	Iteration 4F: 3 clusters Score -7.268714e+07 nChanged 63601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645784 members 
Mstep: Class 2 contains 260367 members 
Entering Unmasked Estep 
Score: -72732280.000000 Penalty: 6803.612793
	Iteration 5F: 3 clusters Score -7.273228e+07 nChanged 74493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719767 members 
Mstep: Class 2 contains 186384 members 
Entering Unmasked Estep 
Score: -72795344.000000 Penalty: 6803.612793
	Iteration 6F: 3 clusters Score -7.279534e+07 nChanged 70920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790525 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -72859864.000000 Penalty: 6803.612793
	Iteration 7F: 3 clusters Score -7.285986e+07 nChanged 52394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842841 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -72908656.000000 Penalty: 6803.612793
	Iteration 8F: 3 clusters Score -7.290866e+07 nChanged 30919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873722 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -72937624.000000 Penalty: 6803.612793
	Iteration 9Q: 3 clusters Score -7.293762e+07 nChanged 15913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889619 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -72951184.000000 Penalty: 6803.612793
	Iteration 10Q: 3 clusters Score -7.295118e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897342 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -72958016.000000 Penalty: 6803.612793
	Iteration 11Q: 3 clusters Score -7.295802e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901086 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -72961224.000000 Penalty: 6803.612793
	Iteration 12Q: 3 clusters Score -7.296122e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902891 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -72962704.000000 Penalty: 6803.612793
	Iteration 13Q: 3 clusters Score -7.29627e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903802 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -72963496.000000 Penalty: 6803.612793
	Iteration 14Q: 3 clusters Score -7.29635e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904299 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -72963880.000000 Penalty: 6803.612793
	Iteration 15Q: 3 clusters Score -7.296388e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904593 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -72964176.000000 Penalty: 6803.612793
	Iteration 16Q: 3 clusters Score -7.296418e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904758 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -72964352.000000 Penalty: 6803.612793
	Iteration 17Q: 3 clusters Score -7.296435e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904855 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -72964464.000000 Penalty: 6803.612793
	Iteration 18Q: 3 clusters Score -7.296446e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -72964480.000000 Penalty: 6803.612793
	Iteration 19Q: 3 clusters Score -7.296448e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904980 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -72964568.000000 Penalty: 6803.612793
	Iteration 20F: 3 clusters Score -7.296457e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905015 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -72964584.000000 Penalty: 6803.612793
	Iteration 21Q: 3 clusters Score -7.296458e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905047 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -72964584.000000 Penalty: 6803.612793
	Iteration 22Q: 3 clusters Score -7.296458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905077 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -72964568.000000 Penalty: 6803.612793
	Iteration 23Q: 3 clusters Score -7.296457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905089 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -72964544.000000 Penalty: 6803.612793
	Iteration 24Q: 3 clusters Score -7.296454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905097 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -72964560.000000 Penalty: 6803.612793
	Iteration 25Q: 3 clusters Score -7.296456e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905106 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -72964584.000000 Penalty: 6803.612793
	Iteration 26Q: 3 clusters Score -7.296458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905116 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -72964624.000000 Penalty: 6803.612793
	Iteration 27Q: 3 clusters Score -7.296462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905116 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -72964640.000000 Penalty: 6803.612793
	Iteration 28Q: 3 clusters Score -7.296464e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905125 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -72964640.000000 Penalty: 6803.612793
	Iteration 29Q: 3 clusters Score -7.296464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905134 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -72964640.000000 Penalty: 6803.612793
	Iteration 30Q: 3 clusters Score -7.296464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905144 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -72964664.000000 Penalty: 6803.612793
	Iteration 31Q: 3 clusters Score -7.296466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905152 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -72964688.000000 Penalty: 6803.612793
	Iteration 32Q: 3 clusters Score -7.296469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905158 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -72964720.000000 Penalty: 6803.612793
	Iteration 33Q: 3 clusters Score -7.296472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905166 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -72964720.000000 Penalty: 6803.612793
	Iteration 34Q: 3 clusters Score -7.296472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905178 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -72964760.000000 Penalty: 6803.612793
	Iteration 35Q: 3 clusters Score -7.296476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905187 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -72964768.000000 Penalty: 6803.612793
	Iteration 36Q: 3 clusters Score -7.296477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905193 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -72964792.000000 Penalty: 6803.612793
	Iteration 37Q: 3 clusters Score -7.296479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905199 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -72964792.000000 Penalty: 6803.612793
	Iteration 38Q: 3 clusters Score -7.296479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905203 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -72964808.000000 Penalty: 6803.612793
	Iteration 39Q: 3 clusters Score -7.296481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905204 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -72964840.000000 Penalty: 6803.612793
	Iteration 40F: 3 clusters Score -7.296484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905203 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -72964840.000000 Penalty: 6803.612793
	Iteration 41Q: 3 clusters Score -7.296484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905208 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -72964808.000000 Penalty: 6803.612793
	Iteration 42Q: 3 clusters Score -7.296481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905209 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -72964792.000000 Penalty: 6803.612793
	Iteration 43Q: 3 clusters Score -7.296479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905208 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -72964808.000000 Penalty: 6803.612793
	Iteration 44Q: 3 clusters Score -7.296481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905211 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -72964800.000000 Penalty: 6803.612793
	Iteration 45Q: 3 clusters Score -7.29648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905213 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -72964768.000000 Penalty: 6803.612793
	Iteration 46Q: 3 clusters Score -7.296477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905214 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -72964768.000000 Penalty: 6803.612793
	Iteration 47Q: 3 clusters Score -7.296477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905216 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -72964792.000000 Penalty: 6803.612793
	Iteration 48Q: 3 clusters Score -7.296479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -72964784.000000 Penalty: 6803.612793
	Iteration 49Q: 3 clusters Score -7.296478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -72964784.000000 Penalty: 6803.612793
	Iteration 50F: 3 clusters Score -7.296478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Entering Unmasked Estep 
Score: -3439572.500000 Penalty: 2641.736816
	Iteration 0F: 2 clusters Score -3439572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3411007.750000 Penalty: 5283.473633
	Iteration 0F: 3 clusters Score -3411008 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3421462.000000 Penalty: 5283.473633
	Iteration 1F: 3 clusters Score -3421462 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3421975.500000 Penalty: 5283.473633
	Iteration 2Q: 3 clusters Score -3421976 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3422482.250000 Penalty: 5283.473633
	Iteration 3Q: 3 clusters Score -3422482 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3423064.000000 Penalty: 5283.473633
	Iteration 4Q: 3 clusters Score -3423064 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3423801.000000 Penalty: 5283.473633
	Iteration 5Q: 3 clusters Score -3423801 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3424836.000000 Penalty: 5283.473633
	Iteration 6Q: 3 clusters Score -3424836 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3426341.250000 Penalty: 5283.473633
	Iteration 7F: 3 clusters Score -3426341 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3428477.750000 Penalty: 5283.473633
	Iteration 8F: 3 clusters Score -3428478 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3431021.250000 Penalty: 5283.473633
	Iteration 9F: 3 clusters Score -3431021 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3433320.000000 Penalty: 5283.473633
	Iteration 10F: 3 clusters Score -3433320 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3434962.250000 Penalty: 5283.473633
	Iteration 11Q: 3 clusters Score -3434962 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3436009.750000 Penalty: 5283.473633
	Iteration 12Q: 3 clusters Score -3436010 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3436662.000000 Penalty: 5283.473633
	Iteration 13Q: 3 clusters Score -3436662 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3436990.500000 Penalty: 5283.473633
	Iteration 14Q: 3 clusters Score -3436990 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3437157.500000 Penalty: 5283.473633
	Iteration 15Q: 3 clusters Score -3437158 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3437288.000000 Penalty: 5283.473633
	Iteration 16Q: 3 clusters Score -3437288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3437398.750000 Penalty: 5283.473633
	Iteration 17Q: 3 clusters Score -3437399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3437467.750000 Penalty: 5283.473633
	Iteration 18Q: 3 clusters Score -3437468 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3437539.750000 Penalty: 5283.473633
	Iteration 19Q: 3 clusters Score -3437540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3437588.750000 Penalty: 5283.473633
	Iteration 20F: 3 clusters Score -3437589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3437630.750000 Penalty: 5283.473633
	Iteration 21Q: 3 clusters Score -3437631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3437670.000000 Penalty: 5283.473633
	Iteration 22Q: 3 clusters Score -3437670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3437695.500000 Penalty: 5283.473633
	Iteration 23Q: 3 clusters Score -3437696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3437717.750000 Penalty: 5283.473633
	Iteration 24Q: 3 clusters Score -3437718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3437748.750000 Penalty: 5283.473633
	Iteration 25Q: 3 clusters Score -3437749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3437772.500000 Penalty: 5283.473633
	Iteration 26Q: 3 clusters Score -3437772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3437779.250000 Penalty: 5283.473633
	Iteration 27Q: 3 clusters Score -3437779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3437803.750000 Penalty: 5283.473633
	Iteration 28Q: 3 clusters Score -3437804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3437805.750000 Penalty: 5283.473633
	Iteration 29Q: 3 clusters Score -3437806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3437810.500000 Penalty: 5283.473633
	Iteration 30Q: 3 clusters Score -3437810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3437823.500000 Penalty: 5283.473633
	Iteration 31Q: 3 clusters Score -3437824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3437826.750000 Penalty: 5283.473633
	Iteration 32Q: 3 clusters Score -3437827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3437833.250000 Penalty: 5283.473633
	Iteration 33Q: 3 clusters Score -3437833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3437841.250000 Penalty: 5283.473633
	Iteration 34Q: 3 clusters Score -3437841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3437849.250000 Penalty: 5283.473633
	Iteration 35Q: 3 clusters Score -3437849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3437847.250000 Penalty: 5283.473633
	Iteration 36Q: 3 clusters Score -3437847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3437843.500000 Penalty: 5283.473633
	Iteration 37Q: 3 clusters Score -3437844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3437855.000000 Penalty: 5283.473633
	Iteration 38Q: 3 clusters Score -3437855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3437856.250000 Penalty: 5283.473633
	Iteration 39Q: 3 clusters Score -3437856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3437855.000000 Penalty: 5283.473633
	Iteration 40F: 3 clusters Score -3437855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3437863.000000 Penalty: 5283.473633
	Iteration 41Q: 3 clusters Score -3437863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3437862.500000 Penalty: 5283.473633
	Iteration 42Q: 3 clusters Score -3437862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3437867.250000 Penalty: 5283.473633
	Iteration 43Q: 3 clusters Score -3437867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3437873.500000 Penalty: 5283.473633
	Iteration 44Q: 3 clusters Score -3437874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3437875.750000 Penalty: 5283.473633
	Iteration 45Q: 3 clusters Score -3437876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3437887.000000 Penalty: 5283.473633
	Iteration 46Q: 3 clusters Score -3437887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3437889.500000 Penalty: 5283.473633
	Iteration 47Q: 3 clusters Score -3437890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3437892.250000 Penalty: 5283.473633
	Iteration 48Q: 3 clusters Score -3437892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3437902.750000 Penalty: 5283.473633
	Iteration 49Q: 3 clusters Score -3437903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3437896.000000 Penalty: 5283.473633
	Iteration 50Q: 3 clusters Score -3437896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3437900.000000 Penalty: 5283.473633
	Iteration 51Q: 3 clusters Score -3437900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3437902.750000 Penalty: 5283.473633
	Iteration 52Q: 3 clusters Score -3437903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3437902.250000 Penalty: 5283.473633
	Iteration 53Q: 3 clusters Score -3437902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3437898.500000 Penalty: 5283.473633
	Iteration 54Q: 3 clusters Score -3437898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3437896.250000 Penalty: 5283.473633
	Iteration 55Q: 3 clusters Score -3437896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3437898.750000 Penalty: 5283.473633
	Iteration 56Q: 3 clusters Score -3437899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3437894.250000 Penalty: 5283.473633
	Iteration 57Q: 3 clusters Score -3437894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3437893.000000 Penalty: 5283.473633
	Iteration 58Q: 3 clusters Score -3437893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3437894.500000 Penalty: 5283.473633
	Iteration 59Q: 3 clusters Score -3437894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3437895.000000 Penalty: 5283.473633
	Iteration 60F: 3 clusters Score -3437895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (298392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298392 members 
Entering Unmasked Estep 
Score: -24064634.000000 Penalty: 3126.328369
	Iteration 0F: 2 clusters Score -2.406463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -23863678.000000 Penalty: 6252.656738
	Iteration 0F: 3 clusters Score -2.386368e+07 nChanged 144633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 143507 members 
Entering Unmasked Estep 
Score: -23950102.000000 Penalty: 6252.656738
	Iteration 1F: 3 clusters Score -2.39501e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 139958 members 
Entering Unmasked Estep 
Score: -23952196.000000 Penalty: 6252.656738
	Iteration 2Q: 3 clusters Score -2.39522e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -23955502.000000 Penalty: 6252.656738
	Iteration 3Q: 3 clusters Score -2.39555e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
Score: -23960834.000000 Penalty: 6252.656738
	Iteration 4Q: 3 clusters Score -2.396083e+07 nChanged 15666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -23970684.000000 Penalty: 6252.656738
	Iteration 5F: 3 clusters Score -2.397068e+07 nChanged 19359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200505 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -23984624.000000 Penalty: 6252.656738
	Iteration 6F: 3 clusters Score -2.398462e+07 nChanged 21746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219213 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -24002136.000000 Penalty: 6252.656738
	Iteration 7F: 3 clusters Score -2.400214e+07 nChanged 21705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238280 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -24021182.000000 Penalty: 6252.656738
	Iteration 8F: 3 clusters Score -2.402118e+07 nChanged 18234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254108 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -24039640.000000 Penalty: 6252.656738
	Iteration 9F: 3 clusters Score -2.403964e+07 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264401 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -24054840.000000 Penalty: 6252.656738
	Iteration 10Q: 3 clusters Score -2.405484e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269612 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -24064134.000000 Penalty: 6252.656738
	Iteration 11Q: 3 clusters Score -2.406413e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272305 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -24069014.000000 Penalty: 6252.656738
	Iteration 12Q: 3 clusters Score -2.406901e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274038 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -24071734.000000 Penalty: 6252.656738
	Iteration 13Q: 3 clusters Score -2.407173e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275109 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -24072848.000000 Penalty: 6252.656738
	Iteration 14Q: 3 clusters Score -2.407285e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275834 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -24073318.000000 Penalty: 6252.656738
	Iteration 15Q: 3 clusters Score -2.407332e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276321 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -24073640.000000 Penalty: 6252.656738
	Iteration 16Q: 3 clusters Score -2.407364e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276683 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -24073768.000000 Penalty: 6252.656738
	Iteration 17Q: 3 clusters Score -2.407377e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276981 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -24073758.000000 Penalty: 6252.656738
	Iteration 18Q: 3 clusters Score -2.407376e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277202 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -24073786.000000 Penalty: 6252.656738
	Iteration 19Q: 3 clusters Score -2.407379e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277382 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -24073784.000000 Penalty: 6252.656738
	Iteration 20F: 3 clusters Score -2.407378e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277536 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -24073804.000000 Penalty: 6252.656738
	Iteration 21Q: 3 clusters Score -2.40738e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277651 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -24073800.000000 Penalty: 6252.656738
	Iteration 22Q: 3 clusters Score -2.40738e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277733 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -24073778.000000 Penalty: 6252.656738
	Iteration 23Q: 3 clusters Score -2.407378e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277813 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -24073798.000000 Penalty: 6252.656738
	Iteration 24Q: 3 clusters Score -2.40738e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277878 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -24073812.000000 Penalty: 6252.656738
	Iteration 25Q: 3 clusters Score -2.407381e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277927 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -24073822.000000 Penalty: 6252.656738
	Iteration 26Q: 3 clusters Score -2.407382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277965 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -24073872.000000 Penalty: 6252.656738
	Iteration 27Q: 3 clusters Score -2.407387e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278005 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -24073844.000000 Penalty: 6252.656738
	Iteration 28Q: 3 clusters Score -2.407384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278034 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -24073820.000000 Penalty: 6252.656738
	Iteration 29Q: 3 clusters Score -2.407382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278058 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -24073804.000000 Penalty: 6252.656738
	Iteration 30Q: 3 clusters Score -2.40738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278082 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -24073812.000000 Penalty: 6252.656738
	Iteration 31Q: 3 clusters Score -2.407381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278101 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -24073800.000000 Penalty: 6252.656738
	Iteration 32Q: 3 clusters Score -2.40738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278117 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -24073802.000000 Penalty: 6252.656738
	Iteration 33Q: 3 clusters Score -2.40738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278125 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -24073806.000000 Penalty: 6252.656738
	Iteration 34Q: 3 clusters Score -2.407381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278132 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -24073808.000000 Penalty: 6252.656738
	Iteration 35Q: 3 clusters Score -2.407381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278141 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -24073800.000000 Penalty: 6252.656738
	Iteration 36Q: 3 clusters Score -2.40738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278147 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -24073822.000000 Penalty: 6252.656738
	Iteration 37Q: 3 clusters Score -2.407382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278156 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -24073810.000000 Penalty: 6252.656738
	Iteration 38Q: 3 clusters Score -2.407381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278164 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -24073794.000000 Penalty: 6252.656738
	Iteration 39Q: 3 clusters Score -2.407379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278169 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -24073806.000000 Penalty: 6252.656738
	Iteration 40F: 3 clusters Score -2.407381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278178 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -24073792.000000 Penalty: 6252.656738
	Iteration 41Q: 3 clusters Score -2.407379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278182 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -24073806.000000 Penalty: 6252.656738
	Iteration 42Q: 3 clusters Score -2.407381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278184 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -24073800.000000 Penalty: 6252.656738
	Iteration 43Q: 3 clusters Score -2.40738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278189 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -24073812.000000 Penalty: 6252.656738
	Iteration 44Q: 3 clusters Score -2.407381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278194 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -24073796.000000 Penalty: 6252.656738
	Iteration 45Q: 3 clusters Score -2.40738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278199 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -24073812.000000 Penalty: 6252.656738
	Iteration 46Q: 3 clusters Score -2.407381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278208 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -24073816.000000 Penalty: 6252.656738
	Iteration 47Q: 3 clusters Score -2.407382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278216 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -24073786.000000 Penalty: 6252.656738
	Iteration 48Q: 3 clusters Score -2.407379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278224 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -24073782.000000 Penalty: 6252.656738
	Iteration 49Q: 3 clusters Score -2.407378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278230 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -24073786.000000 Penalty: 6252.656738
	Iteration 50Q: 3 clusters Score -2.407379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278236 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -24073772.000000 Penalty: 6252.656738
	Iteration 51Q: 3 clusters Score -2.407377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278241 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -24073764.000000 Penalty: 6252.656738
	Iteration 52Q: 3 clusters Score -2.407376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278247 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -24073758.000000 Penalty: 6252.656738
	Iteration 53Q: 3 clusters Score -2.407376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278253 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -24073780.000000 Penalty: 6252.656738
	Iteration 54Q: 3 clusters Score -2.407378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278260 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -24073786.000000 Penalty: 6252.656738
	Iteration 55Q: 3 clusters Score -2.407379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278263 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -24073792.000000 Penalty: 6252.656738
	Iteration 56Q: 3 clusters Score -2.407379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278263 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -24073792.000000 Penalty: 6252.656738
	Iteration 57F: 3 clusters Score -2.407379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 278263 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 43852 members 
Mstep: Class 16 contains 20129 members 
Mstep: Class 17 contains 47980 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 20 contains 164239 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
Score: -142681920.000000 Penalty: 78649.726562
Splitting cluster 11 changes total score from -142646128.000000 to -142681920.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (25388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Entering Unmasked Estep 
Score: -1962663.000000 Penalty: 2515.223877
	Iteration 0F: 2 clusters Score -1962663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1945084.500000 Penalty: 5030.447754
	Iteration 0F: 3 clusters Score -1945084 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1951539.250000 Penalty: 5030.447754
	Iteration 1F: 3 clusters Score -1951539 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1952421.875000 Penalty: 5030.447754
	Iteration 2F: 3 clusters Score -1952422 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1953475.000000 Penalty: 5030.447754
	Iteration 3F: 3 clusters Score -1953475 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1954714.625000 Penalty: 5030.447754
	Iteration 4F: 3 clusters Score -1954715 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1956038.750000 Penalty: 5030.447754
	Iteration 5F: 3 clusters Score -1956039 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1957155.875000 Penalty: 5030.447754
	Iteration 6F: 3 clusters Score -1957156 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1958029.625000 Penalty: 5030.447754
	Iteration 7F: 3 clusters Score -1958030 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1958696.125000 Penalty: 5030.447754
	Iteration 8Q: 3 clusters Score -1958696 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1959128.125000 Penalty: 5030.447754
	Iteration 9Q: 3 clusters Score -1959128 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1959409.125000 Penalty: 5030.447754
	Iteration 10Q: 3 clusters Score -1959409 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1959583.375000 Penalty: 5030.447754
	Iteration 11Q: 3 clusters Score -1959583 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1959707.000000 Penalty: 5030.447754
	Iteration 12Q: 3 clusters Score -1959707 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1959778.000000 Penalty: 5030.447754
	Iteration 13Q: 3 clusters Score -1959778 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1959834.125000 Penalty: 5030.447754
	Iteration 14Q: 3 clusters Score -1959834 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1959871.625000 Penalty: 5030.447754
	Iteration 15Q: 3 clusters Score -1959872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1959893.875000 Penalty: 5030.447754
	Iteration 16Q: 3 clusters Score -1959894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1959914.625000 Penalty: 5030.447754
	Iteration 17Q: 3 clusters Score -1959915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1959926.000000 Penalty: 5030.447754
	Iteration 18Q: 3 clusters Score -1959926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1959944.125000 Penalty: 5030.447754
	Iteration 19Q: 3 clusters Score -1959944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1959960.125000 Penalty: 5030.447754
	Iteration 20F: 3 clusters Score -1959960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1959966.875000 Penalty: 5030.447754
	Iteration 21Q: 3 clusters Score -1959967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1959982.750000 Penalty: 5030.447754
	Iteration 22Q: 3 clusters Score -1959983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1959990.625000 Penalty: 5030.447754
	Iteration 23Q: 3 clusters Score -1959991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1959998.500000 Penalty: 5030.447754
	Iteration 24Q: 3 clusters Score -1959998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -1959999.750000 Penalty: 5030.447754
	Iteration 25Q: 3 clusters Score -1960000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1960012.625000 Penalty: 5030.447754
	Iteration 26Q: 3 clusters Score -1960013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1960012.750000 Penalty: 5030.447754
	Iteration 27Q: 3 clusters Score -1960013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1960017.250000 Penalty: 5030.447754
	Iteration 28Q: 3 clusters Score -1960017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1960031.500000 Penalty: 5030.447754
	Iteration 29Q: 3 clusters Score -1960032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1960028.000000 Penalty: 5030.447754
	Iteration 30Q: 3 clusters Score -1960028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1960040.500000 Penalty: 5030.447754
	Iteration 31Q: 3 clusters Score -1960040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1960045.250000 Penalty: 5030.447754
	Iteration 32Q: 3 clusters Score -1960045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1960048.250000 Penalty: 5030.447754
	Iteration 33Q: 3 clusters Score -1960048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1960051.875000 Penalty: 5030.447754
	Iteration 34Q: 3 clusters Score -1960052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1960063.875000 Penalty: 5030.447754
	Iteration 35Q: 3 clusters Score -1960064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1960071.375000 Penalty: 5030.447754
	Iteration 36Q: 3 clusters Score -1960071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1960078.250000 Penalty: 5030.447754
	Iteration 37Q: 3 clusters Score -1960078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1960085.250000 Penalty: 5030.447754
	Iteration 38Q: 3 clusters Score -1960085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1960091.500000 Penalty: 5030.447754
	Iteration 39Q: 3 clusters Score -1960092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1960095.375000 Penalty: 5030.447754
	Iteration 40F: 3 clusters Score -1960095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1960107.125000 Penalty: 5030.447754
	Iteration 41Q: 3 clusters Score -1960107 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1960112.125000 Penalty: 5030.447754
	Iteration 42Q: 3 clusters Score -1960112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1960115.625000 Penalty: 5030.447754
	Iteration 43Q: 3 clusters Score -1960116 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1960126.750000 Penalty: 5030.447754
	Iteration 44Q: 3 clusters Score -1960127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1960140.375000 Penalty: 5030.447754
	Iteration 45Q: 3 clusters Score -1960140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1960150.875000 Penalty: 5030.447754
	Iteration 46Q: 3 clusters Score -1960151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1960156.750000 Penalty: 5030.447754
	Iteration 47Q: 3 clusters Score -1960157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1960165.250000 Penalty: 5030.447754
	Iteration 48Q: 3 clusters Score -1960165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1960176.875000 Penalty: 5030.447754
	Iteration 49Q: 3 clusters Score -1960177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1960180.375000 Penalty: 5030.447754
	Iteration 50Q: 3 clusters Score -1960180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1960187.875000 Penalty: 5030.447754
	Iteration 51Q: 3 clusters Score -1960188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1960199.625000 Penalty: 5030.447754
	Iteration 52Q: 3 clusters Score -1960200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1960205.375000 Penalty: 5030.447754
	Iteration 53Q: 3 clusters Score -1960205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1960207.625000 Penalty: 5030.447754
	Iteration 54Q: 3 clusters Score -1960208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1960209.500000 Penalty: 5030.447754
	Iteration 55Q: 3 clusters Score -1960210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1960213.625000 Penalty: 5030.447754
	Iteration 56Q: 3 clusters Score -1960214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1960216.125000 Penalty: 5030.447754
	Iteration 57Q: 3 clusters Score -1960216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1960219.250000 Penalty: 5030.447754
	Iteration 58Q: 3 clusters Score -1960219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1960219.875000 Penalty: 5030.447754
	Iteration 59Q: 3 clusters Score -1960220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1960222.250000 Penalty: 5030.447754
	Iteration 60F: 3 clusters Score -1960222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -1960222.750000 Penalty: 5030.447754
	Iteration 61Q: 3 clusters Score -1960223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1960219.000000 Penalty: 5030.447754
	Iteration 62Q: 3 clusters Score -1960219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1960220.750000 Penalty: 5030.447754
	Iteration 63Q: 3 clusters Score -1960221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1960224.375000 Penalty: 5030.447754
	Iteration 64Q: 3 clusters Score -1960224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1960232.000000 Penalty: 5030.447754
	Iteration 65Q: 3 clusters Score -1960232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1960232.500000 Penalty: 5030.447754
	Iteration 66Q: 3 clusters Score -1960232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1960230.625000 Penalty: 5030.447754
	Iteration 67Q: 3 clusters Score -1960231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -1960231.500000 Penalty: 5030.447754
	Iteration 68Q: 3 clusters Score -1960232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1960230.625000 Penalty: 5030.447754
	Iteration 69Q: 3 clusters Score -1960231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1960230.625000 Penalty: 5030.447754
	Iteration 70F: 3 clusters Score -1960231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Entering Unmasked Estep 
Score: -3734328.500000 Penalty: 2673.077881
	Iteration 0F: 2 clusters Score -3734328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3702233.250000 Penalty: 5346.155762
	Iteration 0F: 3 clusters Score -3702233 nChanged 22065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3714522.000000 Penalty: 5346.155762
	Iteration 1F: 3 clusters Score -3714522 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3715632.500000 Penalty: 5346.155762
	Iteration 2Q: 3 clusters Score -3715632 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3717333.000000 Penalty: 5346.155762
	Iteration 3F: 3 clusters Score -3717333 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3719786.250000 Penalty: 5346.155762
	Iteration 4F: 3 clusters Score -3719786 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3722705.250000 Penalty: 5346.155762
	Iteration 5F: 3 clusters Score -3722705 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3725739.000000 Penalty: 5346.155762
	Iteration 6F: 3 clusters Score -3725739 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -3728471.750000 Penalty: 5346.155762
	Iteration 7F: 3 clusters Score -3728472 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -3730858.500000 Penalty: 5346.155762
	Iteration 8F: 3 clusters Score -3730858 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -3732708.250000 Penalty: 5346.155762
	Iteration 9F: 3 clusters Score -3732708 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -3734092.000000 Penalty: 5346.155762
	Iteration 10Q: 3 clusters Score -3734092 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -3735036.500000 Penalty: 5346.155762
	Iteration 11Q: 3 clusters Score -3735036 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -3735567.500000 Penalty: 5346.155762
	Iteration 12Q: 3 clusters Score -3735568 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -3735861.750000 Penalty: 5346.155762
	Iteration 13Q: 3 clusters Score -3735862 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -3736057.000000 Penalty: 5346.155762
	Iteration 14Q: 3 clusters Score -3736057 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -3736185.500000 Penalty: 5346.155762
	Iteration 15Q: 3 clusters Score -3736186 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -3736268.000000 Penalty: 5346.155762
	Iteration 16Q: 3 clusters Score -3736268 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -3736306.000000 Penalty: 5346.155762
	Iteration 17Q: 3 clusters Score -3736306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -3736338.750000 Penalty: 5346.155762
	Iteration 18Q: 3 clusters Score -3736339 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -3736360.250000 Penalty: 5346.155762
	Iteration 19Q: 3 clusters Score -3736360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -3736382.000000 Penalty: 5346.155762
	Iteration 20F: 3 clusters Score -3736382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -3736397.000000 Penalty: 5346.155762
	Iteration 21Q: 3 clusters Score -3736397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -3736398.750000 Penalty: 5346.155762
	Iteration 22Q: 3 clusters Score -3736399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -3736399.000000 Penalty: 5346.155762
	Iteration 23Q: 3 clusters Score -3736399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -3736408.750000 Penalty: 5346.155762
	Iteration 24Q: 3 clusters Score -3736409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -3736406.500000 Penalty: 5346.155762
	Iteration 25Q: 3 clusters Score -3736406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -3736410.750000 Penalty: 5346.155762
	Iteration 26Q: 3 clusters Score -3736411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -3736405.250000 Penalty: 5346.155762
	Iteration 27Q: 3 clusters Score -3736405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -3736408.500000 Penalty: 5346.155762
	Iteration 28Q: 3 clusters Score -3736408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -3736407.500000 Penalty: 5346.155762
	Iteration 29Q: 3 clusters Score -3736408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -3736404.250000 Penalty: 5346.155762
	Iteration 30Q: 3 clusters Score -3736404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -3736405.750000 Penalty: 5346.155762
	Iteration 31Q: 3 clusters Score -3736406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -3736406.500000 Penalty: 5346.155762
	Iteration 32Q: 3 clusters Score -3736406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -3736403.500000 Penalty: 5346.155762
	Iteration 33Q: 3 clusters Score -3736404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -3736407.500000 Penalty: 5346.155762
	Iteration 34Q: 3 clusters Score -3736408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -3736410.000000 Penalty: 5346.155762
	Iteration 35Q: 3 clusters Score -3736410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -3736409.750000 Penalty: 5346.155762
	Iteration 36Q: 3 clusters Score -3736410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -3736412.750000 Penalty: 5346.155762
	Iteration 37Q: 3 clusters Score -3736413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -3736411.500000 Penalty: 5346.155762
	Iteration 38Q: 3 clusters Score -3736412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -3736407.500000 Penalty: 5346.155762
	Iteration 39Q: 3 clusters Score -3736408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -3736405.500000 Penalty: 5346.155762
	Iteration 40F: 3 clusters Score -3736406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 278263 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 43852 members 
Mstep: Class 16 contains 20129 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 19 contains 45842 members 
Mstep: Class 20 contains 164239 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
Score: -142682800.000000 Penalty: 82224.710938
Splitting cluster 17 changes total score from -142646128.000000 to -142682800.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (48333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Entering Unmasked Estep 
Score: -3984457.250000 Penalty: 2674.895752
	Iteration 0F: 2 clusters Score -3984457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3951910.000000 Penalty: 5349.791504
	Iteration 0F: 3 clusters Score -3951910 nChanged 22219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3964485.250000 Penalty: 5349.791504
	Iteration 1F: 3 clusters Score -3964485 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3965410.250000 Penalty: 5349.791504
	Iteration 2Q: 3 clusters Score -3965410 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3966559.750000 Penalty: 5349.791504
	Iteration 3F: 3 clusters Score -3966560 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3968211.000000 Penalty: 5349.791504
	Iteration 4F: 3 clusters Score -3968211 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3970423.000000 Penalty: 5349.791504
	Iteration 5F: 3 clusters Score -3970423 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3973239.000000 Penalty: 5349.791504
	Iteration 6F: 3 clusters Score -3973239 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3976382.750000 Penalty: 5349.791504
	Iteration 7F: 3 clusters Score -3976383 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3978985.000000 Penalty: 5349.791504
	Iteration 8F: 3 clusters Score -3978985 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3980571.500000 Penalty: 5349.791504
	Iteration 9Q: 3 clusters Score -3980572 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3981407.750000 Penalty: 5349.791504
	Iteration 10Q: 3 clusters Score -3981408 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3981708.000000 Penalty: 5349.791504
	Iteration 11Q: 3 clusters Score -3981708 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3981870.500000 Penalty: 5349.791504
	Iteration 12Q: 3 clusters Score -3981870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3981954.250000 Penalty: 5349.791504
	Iteration 13Q: 3 clusters Score -3981954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3981997.500000 Penalty: 5349.791504
	Iteration 14Q: 3 clusters Score -3981998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3982040.250000 Penalty: 5349.791504
	Iteration 15Q: 3 clusters Score -3982040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3982058.250000 Penalty: 5349.791504
	Iteration 16Q: 3 clusters Score -3982058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3982071.750000 Penalty: 5349.791504
	Iteration 17Q: 3 clusters Score -3982072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3982095.000000 Penalty: 5349.791504
	Iteration 18Q: 3 clusters Score -3982095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3982115.000000 Penalty: 5349.791504
	Iteration 19Q: 3 clusters Score -3982115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3982122.000000 Penalty: 5349.791504
	Iteration 20F: 3 clusters Score -3982122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3982132.000000 Penalty: 5349.791504
	Iteration 21Q: 3 clusters Score -3982132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3982138.500000 Penalty: 5349.791504
	Iteration 22Q: 3 clusters Score -3982138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3982144.000000 Penalty: 5349.791504
	Iteration 23Q: 3 clusters Score -3982144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3982148.500000 Penalty: 5349.791504
	Iteration 24Q: 3 clusters Score -3982148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3982151.000000 Penalty: 5349.791504
	Iteration 25Q: 3 clusters Score -3982151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3982159.500000 Penalty: 5349.791504
	Iteration 26Q: 3 clusters Score -3982160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3982165.500000 Penalty: 5349.791504
	Iteration 27Q: 3 clusters Score -3982166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3982172.750000 Penalty: 5349.791504
	Iteration 28Q: 3 clusters Score -3982173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3982172.500000 Penalty: 5349.791504
	Iteration 29Q: 3 clusters Score -3982172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3982171.500000 Penalty: 5349.791504
	Iteration 30Q: 3 clusters Score -3982172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3982171.500000 Penalty: 5349.791504
	Iteration 31F: 3 clusters Score -3982172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164239 members 
Entering Unmasked Estep 
Score: -13346220.000000 Penalty: 2978.251465
	Iteration 0F: 2 clusters Score -1.334622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -13236394.000000 Penalty: 5956.502930
	Iteration 0F: 3 clusters Score -1.323639e+07 nChanged 78520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -13283129.000000 Penalty: 5956.502930
	Iteration 1F: 3 clusters Score -1.328313e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -13286327.000000 Penalty: 5956.502930
	Iteration 2Q: 3 clusters Score -1.328633e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 99903 members 
Entering Unmasked Estep 
Score: -13291931.000000 Penalty: 5956.502930
	Iteration 3F: 3 clusters Score -1.329193e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -13300739.000000 Penalty: 5956.502930
	Iteration 4F: 3 clusters Score -1.330074e+07 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 123036 members 
Entering Unmasked Estep 
Score: -13313163.000000 Penalty: 5956.502930
	Iteration 5F: 3 clusters Score -1.331316e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -13327281.000000 Penalty: 5956.502930
	Iteration 6F: 3 clusters Score -1.332728e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -13338410.000000 Penalty: 5956.502930
	Iteration 7F: 3 clusters Score -1.333841e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -13344558.000000 Penalty: 5956.502930
	Iteration 8Q: 3 clusters Score -1.334456e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 151790 members 
Entering Unmasked Estep 
Score: -13346647.000000 Penalty: 5956.502930
	Iteration 9Q: 3 clusters Score -1.334665e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 153006 members 
Entering Unmasked Estep 
Score: -13347738.000000 Penalty: 5956.502930
	Iteration 10Q: 3 clusters Score -1.334774e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -13348302.000000 Penalty: 5956.502930
	Iteration 11Q: 3 clusters Score -1.33483e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -13348787.000000 Penalty: 5956.502930
	Iteration 12Q: 3 clusters Score -1.334879e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 155074 members 
Entering Unmasked Estep 
Score: -13349108.000000 Penalty: 5956.502930
	Iteration 13Q: 3 clusters Score -1.334911e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -13349399.000000 Penalty: 5956.502930
	Iteration 14Q: 3 clusters Score -1.33494e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -13349647.000000 Penalty: 5956.502930
	Iteration 15Q: 3 clusters Score -1.334965e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 156055 members 
Entering Unmasked Estep 
Score: -13349823.000000 Penalty: 5956.502930
	Iteration 16Q: 3 clusters Score -1.334982e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -13349876.000000 Penalty: 5956.502930
	Iteration 17Q: 3 clusters Score -1.334988e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 156372 members 
Entering Unmasked Estep 
Score: -13349909.000000 Penalty: 5956.502930
	Iteration 18Q: 3 clusters Score -1.334991e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 156468 members 
Entering Unmasked Estep 
Score: -13349964.000000 Penalty: 5956.502930
	Iteration 19Q: 3 clusters Score -1.334996e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -13349977.000000 Penalty: 5956.502930
	Iteration 20F: 3 clusters Score -1.334998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 156558 members 
Entering Unmasked Estep 
Score: -13349993.000000 Penalty: 5956.502930
	Iteration 21Q: 3 clusters Score -1.334999e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 156584 members 
Entering Unmasked Estep 
Score: -13350017.000000 Penalty: 5956.502930
	Iteration 22Q: 3 clusters Score -1.335002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -13350030.000000 Penalty: 5956.502930
	Iteration 23Q: 3 clusters Score -1.335003e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 156622 members 
Entering Unmasked Estep 
Score: -13350028.000000 Penalty: 5956.502930
	Iteration 24Q: 3 clusters Score -1.335003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -13350003.000000 Penalty: 5956.502930
	Iteration 25Q: 3 clusters Score -1.335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 156647 members 
Entering Unmasked Estep 
Score: -13350020.000000 Penalty: 5956.502930
	Iteration 26Q: 3 clusters Score -1.335002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -13350004.000000 Penalty: 5956.502930
	Iteration 27Q: 3 clusters Score -1.335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 156667 members 
Entering Unmasked Estep 
Score: -13350006.000000 Penalty: 5956.502930
	Iteration 28Q: 3 clusters Score -1.335001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 156672 members 
Entering Unmasked Estep 
Score: -13350020.000000 Penalty: 5956.502930
	Iteration 29Q: 3 clusters Score -1.335002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -13350029.000000 Penalty: 5956.502930
	Iteration 30Q: 3 clusters Score -1.335003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -13350022.000000 Penalty: 5956.502930
	Iteration 31Q: 3 clusters Score -1.335002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 156679 members 
Entering Unmasked Estep 
Score: -13350019.000000 Penalty: 5956.502930
	Iteration 32Q: 3 clusters Score -1.335002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 156680 members 
Entering Unmasked Estep 
Score: -13350022.000000 Penalty: 5956.502930
	Iteration 33Q: 3 clusters Score -1.335002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 156681 members 
Entering Unmasked Estep 
Score: -13350027.000000 Penalty: 5956.502930
	Iteration 34Q: 3 clusters Score -1.335003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 156681 members 
Entering Unmasked Estep 
Score: -13350027.000000 Penalty: 5956.502930
	Iteration 35F: 3 clusters Score -1.335003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 278263 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 43852 members 
Mstep: Class 16 contains 20129 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 19 contains 45842 members 
Mstep: Class 20 contains 7558 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 21543 members 
Mstep: Class 24 contains 156681 members 
Entering Unmasked Estep 
Score: -142686048.000000 Penalty: 85799.695312
Splitting cluster 20 changes total score from -142646128.000000 to -142686048.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (11895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Entering Unmasked Estep 
Score: -894154.812500 Penalty: 2327.200439
	Iteration 0F: 2 clusters Score -894154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -885292.812500 Penalty: 4654.400879
	Iteration 0F: 3 clusters Score -885292.8 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -888006.812500 Penalty: 4654.400879
	Iteration 1F: 3 clusters Score -888006.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -888319.000000 Penalty: 4654.400879
	Iteration 2F: 3 clusters Score -888319 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -888540.875000 Penalty: 4654.400879
	Iteration 3Q: 3 clusters Score -888540.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -888740.437500 Penalty: 4654.400879
	Iteration 4Q: 3 clusters Score -888740.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -888961.875000 Penalty: 4654.400879
	Iteration 5Q: 3 clusters Score -888961.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -889221.625000 Penalty: 4654.400879
	Iteration 6Q: 3 clusters Score -889221.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -889558.625000 Penalty: 4654.400879
	Iteration 7Q: 3 clusters Score -889558.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -890029.375000 Penalty: 4654.400879
	Iteration 8F: 3 clusters Score -890029.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -890600.687500 Penalty: 4654.400879
	Iteration 9F: 3 clusters Score -890600.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -891093.000000 Penalty: 4654.400879
	Iteration 10F: 3 clusters Score -891093 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -891470.687500 Penalty: 4654.400879
	Iteration 11Q: 3 clusters Score -891470.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -891764.312500 Penalty: 4654.400879
	Iteration 12Q: 3 clusters Score -891764.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -891973.875000 Penalty: 4654.400879
	Iteration 13Q: 3 clusters Score -891973.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -892104.312500 Penalty: 4654.400879
	Iteration 14Q: 3 clusters Score -892104.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -892204.687500 Penalty: 4654.400879
	Iteration 15Q: 3 clusters Score -892204.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -892274.937500 Penalty: 4654.400879
	Iteration 16Q: 3 clusters Score -892274.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -892330.500000 Penalty: 4654.400879
	Iteration 17Q: 3 clusters Score -892330.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -892369.375000 Penalty: 4654.400879
	Iteration 18Q: 3 clusters Score -892369.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -892399.375000 Penalty: 4654.400879
	Iteration 19Q: 3 clusters Score -892399.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -892424.812500 Penalty: 4654.400879
	Iteration 20F: 3 clusters Score -892424.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -892436.562500 Penalty: 4654.400879
	Iteration 21Q: 3 clusters Score -892436.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -892443.500000 Penalty: 4654.400879
	Iteration 22Q: 3 clusters Score -892443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -892451.187500 Penalty: 4654.400879
	Iteration 23Q: 3 clusters Score -892451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -892455.812500 Penalty: 4654.400879
	Iteration 24Q: 3 clusters Score -892455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -892457.875000 Penalty: 4654.400879
	Iteration 25Q: 3 clusters Score -892457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -892468.187500 Penalty: 4654.400879
	Iteration 26Q: 3 clusters Score -892468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -892468.937500 Penalty: 4654.400879
	Iteration 27Q: 3 clusters Score -892468.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -892472.062500 Penalty: 4654.400879
	Iteration 28Q: 3 clusters Score -892472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -892476.187500 Penalty: 4654.400879
	Iteration 29Q: 3 clusters Score -892476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -892478.500000 Penalty: 4654.400879
	Iteration 30Q: 3 clusters Score -892478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -892478.250000 Penalty: 4654.400879
	Iteration 31Q: 3 clusters Score -892478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -892481.500000 Penalty: 4654.400879
	Iteration 32Q: 3 clusters Score -892481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -892481.562500 Penalty: 4654.400879
	Iteration 33Q: 3 clusters Score -892481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -892482.875000 Penalty: 4654.400879
	Iteration 34Q: 3 clusters Score -892482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -892484.937500 Penalty: 4654.400879
	Iteration 35Q: 3 clusters Score -892484.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -892486.812500 Penalty: 4654.400879
	Iteration 36Q: 3 clusters Score -892486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -892486.812500 Penalty: 4654.400879
	Iteration 37F: 3 clusters Score -892486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1193038.625000 Penalty: 2425.220215
	Iteration 0F: 2 clusters Score -1193039 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 8927 members 
Entering Unmasked Estep 
Score: -1180732.250000 Penalty: 4850.440430
	Iteration 0F: 3 clusters Score -1180732 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1187571.625000 Penalty: 4850.440430
	Iteration 1F: 3 clusters Score -1187572 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1198785.625000 Penalty: 4850.440430
	Iteration 2F: 3 clusters Score -1198786 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1208219.375000 Penalty: 4850.440430
	Iteration 3F: 3 clusters Score -1208219 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1210502.125000 Penalty: 4850.440430
	Iteration 4F: 3 clusters Score -1210502 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1211263.625000 Penalty: 4850.440430
	Iteration 5Q: 3 clusters Score -1211264 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1211741.375000 Penalty: 4850.440430
	Iteration 6Q: 3 clusters Score -1211741 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1212107.750000 Penalty: 4850.440430
	Iteration 7Q: 3 clusters Score -1212108 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1212377.750000 Penalty: 4850.440430
	Iteration 8Q: 3 clusters Score -1212378 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1212596.500000 Penalty: 4850.440430
	Iteration 9Q: 3 clusters Score -1212596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1212765.375000 Penalty: 4850.440430
	Iteration 10Q: 3 clusters Score -1212765 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1212876.250000 Penalty: 4850.440430
	Iteration 11Q: 3 clusters Score -1212876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1212938.250000 Penalty: 4850.440430
	Iteration 12Q: 3 clusters Score -1212938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1212960.375000 Penalty: 4850.440430
	Iteration 13Q: 3 clusters Score -1212960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1212974.625000 Penalty: 4850.440430
	Iteration 14Q: 3 clusters Score -1212975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1212977.625000 Penalty: 4850.440430
	Iteration 15Q: 3 clusters Score -1212978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1212979.375000 Penalty: 4850.440430
	Iteration 16Q: 3 clusters Score -1212979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1212978.375000 Penalty: 4850.440430
	Iteration 17Q: 3 clusters Score -1212978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1212980.750000 Penalty: 4850.440430
	Iteration 18Q: 3 clusters Score -1212981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1212979.000000 Penalty: 4850.440430
	Iteration 19Q: 3 clusters Score -1212979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1212979.000000 Penalty: 4850.440430
	Iteration 20F: 3 clusters Score -1212979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 278263 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 43852 members 
Mstep: Class 16 contains 20129 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 19 contains 45842 members 
Mstep: Class 20 contains 7558 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 9536 members 
Mstep: Class 23 contains 21543 members 
Mstep: Class 24 contains 156681 members 
Mstep: Class 25 contains 8125 members 
Entering Unmasked Estep 
Score: -142704464.000000 Penalty: 89374.687500
Splitting cluster 22 changes total score from -142646128.000000 to -142704464.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (21543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Entering Unmasked Estep 
Score: -1704718.250000 Penalty: 2474.495850
	Iteration 0F: 2 clusters Score -1704718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1689730.875000 Penalty: 4948.991699
	Iteration 0F: 3 clusters Score -1689731 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1694776.625000 Penalty: 4948.991699
	Iteration 1F: 3 clusters Score -1694777 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1695316.875000 Penalty: 4948.991699
	Iteration 2F: 3 clusters Score -1695317 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1695868.625000 Penalty: 4948.991699
	Iteration 3F: 3 clusters Score -1695869 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1696519.250000 Penalty: 4948.991699
	Iteration 4F: 3 clusters Score -1696519 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1697317.500000 Penalty: 4948.991699
	Iteration 5F: 3 clusters Score -1697318 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1698201.250000 Penalty: 4948.991699
	Iteration 6F: 3 clusters Score -1698201 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1699063.250000 Penalty: 4948.991699
	Iteration 7F: 3 clusters Score -1699063 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1699858.000000 Penalty: 4948.991699
	Iteration 8F: 3 clusters Score -1699858 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1700519.000000 Penalty: 4948.991699
	Iteration 9Q: 3 clusters Score -1700519 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1701033.250000 Penalty: 4948.991699
	Iteration 10Q: 3 clusters Score -1701033 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1701429.125000 Penalty: 4948.991699
	Iteration 11Q: 3 clusters Score -1701429 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1701754.500000 Penalty: 4948.991699
	Iteration 12Q: 3 clusters Score -1701754 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1702017.000000 Penalty: 4948.991699
	Iteration 13Q: 3 clusters Score -1702017 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1702232.000000 Penalty: 4948.991699
	Iteration 14Q: 3 clusters Score -1702232 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1702387.875000 Penalty: 4948.991699
	Iteration 15Q: 3 clusters Score -1702388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1702503.625000 Penalty: 4948.991699
	Iteration 16Q: 3 clusters Score -1702504 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1702577.625000 Penalty: 4948.991699
	Iteration 17Q: 3 clusters Score -1702578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1702628.750000 Penalty: 4948.991699
	Iteration 18Q: 3 clusters Score -1702629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1702663.250000 Penalty: 4948.991699
	Iteration 19Q: 3 clusters Score -1702663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1702680.500000 Penalty: 4948.991699
	Iteration 20F: 3 clusters Score -1702680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1702709.000000 Penalty: 4948.991699
	Iteration 21Q: 3 clusters Score -1702709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1702721.875000 Penalty: 4948.991699
	Iteration 22Q: 3 clusters Score -1702722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1702738.625000 Penalty: 4948.991699
	Iteration 23Q: 3 clusters Score -1702739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1702763.375000 Penalty: 4948.991699
	Iteration 24Q: 3 clusters Score -1702763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1702771.500000 Penalty: 4948.991699
	Iteration 25Q: 3 clusters Score -1702772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1702792.875000 Penalty: 4948.991699
	Iteration 26Q: 3 clusters Score -1702793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1702805.125000 Penalty: 4948.991699
	Iteration 27Q: 3 clusters Score -1702805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1702814.875000 Penalty: 4948.991699
	Iteration 28Q: 3 clusters Score -1702815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1702821.125000 Penalty: 4948.991699
	Iteration 29Q: 3 clusters Score -1702821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1702827.750000 Penalty: 4948.991699
	Iteration 30Q: 3 clusters Score -1702828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1702837.875000 Penalty: 4948.991699
	Iteration 31Q: 3 clusters Score -1702838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1702848.000000 Penalty: 4948.991699
	Iteration 32Q: 3 clusters Score -1702848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1702857.750000 Penalty: 4948.991699
	Iteration 33Q: 3 clusters Score -1702858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1702864.125000 Penalty: 4948.991699
	Iteration 34Q: 3 clusters Score -1702864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1702862.000000 Penalty: 4948.991699
	Iteration 35Q: 3 clusters Score -1702862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1702867.625000 Penalty: 4948.991699
	Iteration 36Q: 3 clusters Score -1702868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1702867.250000 Penalty: 4948.991699
	Iteration 37Q: 3 clusters Score -1702867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1702868.500000 Penalty: 4948.991699
	Iteration 38Q: 3 clusters Score -1702868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1702869.875000 Penalty: 4948.991699
	Iteration 39Q: 3 clusters Score -1702870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1702872.375000 Penalty: 4948.991699
	Iteration 40F: 3 clusters Score -1702872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1702873.125000 Penalty: 4948.991699
	Iteration 41Q: 3 clusters Score -1702873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1702871.000000 Penalty: 4948.991699
	Iteration 42Q: 3 clusters Score -1702871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1702871.000000 Penalty: 4948.991699
	Iteration 43F: 3 clusters Score -1702871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23078 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 74912 members 
Mstep: Class 8 contains 19175 members 
Mstep: Class 9 contains 906151 members 
Mstep: Class 10 contains 42284 members 
Mstep: Class 11 contains 278263 members 
Mstep: Class 13 contains 25388 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 48333 members 
Mstep: Class 20 contains 7558 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 9536 members 
Mstep: Class 23 contains 21543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142715312.000000 Penalty: 89374.687500
Iteration 39Q: 26 clusters Score -1.427153e+08 nChanged 25303
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 24473 members 
Mstep: Class 3 contains 19268 members 
Mstep: Class 4 contains 10892 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 76221 members 
Mstep: Class 8 contains 19081 members 
Mstep: Class 9 contains 903235 members 
Mstep: Class 10 contains 42347 members 
Mstep: Class 11 contains 281673 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 25375 members 
Mstep: Class 14 contains 8617 members 
Mstep: Class 15 contains 43340 members 
Mstep: Class 16 contains 20009 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 48413 members 
Mstep: Class 19 contains 44983 members 
Mstep: Class 20 contains 7826 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 9953 members 
Mstep: Class 23 contains 21493 members 
Mstep: Class 24 contains 154119 members 
Mstep: Class 25 contains 8120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142728432.000000 Penalty: 89374.687500
Iteration 40F: 26 clusters Score -1.427284e+08 nChanged 22047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 25151 members 
Mstep: Class 3 contains 18398 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 7 contains 78376 members 
Mstep: Class 8 contains 19049 members 
Mstep: Class 9 contains 896711 members 
Mstep: Class 10 contains 42184 members 
Mstep: Class 11 contains 282849 members 
Mstep: Class 12 contains 5205 members 
Mstep: Class 13 contains 25228 members 
Mstep: Class 14 contains 8579 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 20590 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 48402 members 
Mstep: Class 19 contains 45856 members 
Mstep: Class 20 contains 7901 members 
Mstep: Class 21 contains 13320 members 
Mstep: Class 22 contains 9505 members 
Mstep: Class 23 contains 21397 members 
Mstep: Class 24 contains 155398 members 
Mstep: Class 25 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142736432.000000 Penalty: 89374.687500
Iteration 41Q: 26 clusters Score -1.427364e+08 nChanged 16314
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 25608 members 
Mstep: Class 3 contains 17767 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 6314 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 80367 members 
Mstep: Class 8 contains 18983 members 
Mstep: Class 9 contains 890946 members 
Mstep: Class 10 contains 42021 members 
Mstep: Class 11 contains 283898 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 25107 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 42499 members 
Mstep: Class 16 contains 21126 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 48392 members 
Mstep: Class 19 contains 46595 members 
Mstep: Class 20 contains 7973 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 9186 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 156403 members 
Mstep: Class 25 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142742080.000000 Penalty: 89374.687500
Iteration 42Q: 26 clusters Score -1.427421e+08 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 25951 members 
Mstep: Class 3 contains 17253 members 
Mstep: Class 4 contains 11483 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 82158 members 
Mstep: Class 8 contains 18963 members 
Mstep: Class 9 contains 885776 members 
Mstep: Class 10 contains 41868 members 
Mstep: Class 11 contains 284807 members 
Mstep: Class 12 contains 5204 members 
Mstep: Class 13 contains 24954 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 42127 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 48384 members 
Mstep: Class 19 contains 47189 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 15357 members 
Mstep: Class 22 contains 8898 members 
Mstep: Class 23 contains 21258 members 
Mstep: Class 24 contains 157243 members 
Mstep: Class 25 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142747008.000000 Penalty: 89374.687500
Iteration 43Q: 26 clusters Score -1.42747e+08 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 26216 members 
Mstep: Class 3 contains 16987 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 83681 members 
Mstep: Class 8 contains 18886 members 
Mstep: Class 9 contains 881413 members 
Mstep: Class 10 contains 41744 members 
Mstep: Class 11 contains 285499 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 24804 members 
Mstep: Class 14 contains 8570 members 
Mstep: Class 15 contains 41709 members 
Mstep: Class 16 contains 22123 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 48408 members 
Mstep: Class 19 contains 47677 members 
Mstep: Class 20 contains 8160 members 
Mstep: Class 21 contains 16202 members 
Mstep: Class 22 contains 8633 members 
Mstep: Class 23 contains 21217 members 
Mstep: Class 24 contains 157874 members 
Mstep: Class 25 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142750848.000000 Penalty: 89374.687500
Iteration 44Q: 26 clusters Score -1.427508e+08 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 26451 members 
Mstep: Class 3 contains 16896 members 
Mstep: Class 4 contains 11761 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 85050 members 
Mstep: Class 8 contains 18839 members 
Mstep: Class 9 contains 877507 members 
Mstep: Class 10 contains 41611 members 
Mstep: Class 11 contains 286034 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 24676 members 
Mstep: Class 14 contains 8567 members 
Mstep: Class 15 contains 41374 members 
Mstep: Class 16 contains 22537 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 48430 members 
Mstep: Class 19 contains 48062 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 16939 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 21200 members 
Mstep: Class 24 contains 158398 members 
Mstep: Class 25 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142752768.000000 Penalty: 89374.687500
Iteration 45Q: 26 clusters Score -1.427528e+08 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 26699 members 
Mstep: Class 3 contains 16870 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 5126 members 
Mstep: Class 7 contains 86201 members 
Mstep: Class 8 contains 18813 members 
Mstep: Class 9 contains 874089 members 
Mstep: Class 10 contains 41507 members 
Mstep: Class 11 contains 286518 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 13 contains 24542 members 
Mstep: Class 14 contains 8571 members 
Mstep: Class 15 contains 41064 members 
Mstep: Class 16 contains 22880 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 18 contains 48452 members 
Mstep: Class 19 contains 48413 members 
Mstep: Class 20 contains 8294 members 
Mstep: Class 21 contains 17552 members 
Mstep: Class 22 contains 8253 members 
Mstep: Class 23 contains 21183 members 
Mstep: Class 24 contains 158845 members 
Mstep: Class 25 contains 8182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142754832.000000 Penalty: 89374.687500
Iteration 46Q: 26 clusters Score -1.427548e+08 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 26924 members 
Mstep: Class 3 contains 16854 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 87222 members 
Mstep: Class 8 contains 18798 members 
Mstep: Class 9 contains 871230 members 
Mstep: Class 10 contains 41437 members 
Mstep: Class 11 contains 286871 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 24441 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 40742 members 
Mstep: Class 16 contains 23171 members 
Mstep: Class 17 contains 2343 members 
Mstep: Class 18 contains 48469 members 
Mstep: Class 19 contains 48725 members 
Mstep: Class 20 contains 8361 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 8082 members 
Mstep: Class 23 contains 21163 members 
Mstep: Class 24 contains 159239 members 
Mstep: Class 25 contains 8168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142756240.000000 Penalty: 89374.687500
Iteration 47Q: 26 clusters Score -1.427562e+08 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 27149 members 
Mstep: Class 3 contains 16882 members 
Mstep: Class 4 contains 12099 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 88083 members 
Mstep: Class 8 contains 18811 members 
Mstep: Class 9 contains 868746 members 
Mstep: Class 10 contains 41384 members 
Mstep: Class 11 contains 287076 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 24373 members 
Mstep: Class 14 contains 8578 members 
Mstep: Class 15 contains 40484 members 
Mstep: Class 16 contains 23435 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 48505 members 
Mstep: Class 19 contains 49009 members 
Mstep: Class 20 contains 8443 members 
Mstep: Class 21 contains 18407 members 
Mstep: Class 22 contains 7942 members 
Mstep: Class 23 contains 21136 members 
Mstep: Class 24 contains 159593 members 
Mstep: Class 25 contains 8154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142757280.000000 Penalty: 89374.687500
Iteration 48Q: 26 clusters Score -1.427573e+08 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 27360 members 
Mstep: Class 3 contains 16898 members 
Mstep: Class 4 contains 12150 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 6245 members 
Mstep: Class 7 contains 88844 members 
Mstep: Class 8 contains 18823 members 
Mstep: Class 9 contains 866632 members 
Mstep: Class 10 contains 41329 members 
Mstep: Class 11 contains 287292 members 
Mstep: Class 12 contains 5195 members 
Mstep: Class 13 contains 24317 members 
Mstep: Class 14 contains 8581 members 
Mstep: Class 15 contains 40264 members 
Mstep: Class 16 contains 23638 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 48523 members 
Mstep: Class 19 contains 49234 members 
Mstep: Class 20 contains 8511 members 
Mstep: Class 21 contains 18712 members 
Mstep: Class 22 contains 7812 members 
Mstep: Class 23 contains 21104 members 
Mstep: Class 24 contains 159891 members 
Mstep: Class 25 contains 8141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142757824.000000 Penalty: 89374.687500
Iteration 49Q: 26 clusters Score -1.427578e+08 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 27553 members 
Mstep: Class 3 contains 16926 members 
Mstep: Class 4 contains 12176 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 7 contains 89492 members 
Mstep: Class 8 contains 18837 members 
Mstep: Class 9 contains 864854 members 
Mstep: Class 10 contains 41307 members 
Mstep: Class 11 contains 287392 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 40025 members 
Mstep: Class 16 contains 23813 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 48563 members 
Mstep: Class 19 contains 49447 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 18967 members 
Mstep: Class 22 contains 7698 members 
Mstep: Class 23 contains 21084 members 
Mstep: Class 24 contains 160189 members 
Mstep: Class 25 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142759056.000000 Penalty: 89374.687500
Iteration 50Q: 26 clusters Score -1.427591e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 27741 members 
Mstep: Class 3 contains 16940 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 90104 members 
Mstep: Class 8 contains 18833 members 
Mstep: Class 9 contains 863328 members 
Mstep: Class 10 contains 41268 members 
Mstep: Class 11 contains 287478 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 24204 members 
Mstep: Class 14 contains 8590 members 
Mstep: Class 15 contains 39819 members 
Mstep: Class 16 contains 23953 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 48587 members 
Mstep: Class 19 contains 49621 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 19143 members 
Mstep: Class 22 contains 7623 members 
Mstep: Class 23 contains 21056 members 
Mstep: Class 24 contains 160459 members 
Mstep: Class 25 contains 8130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142759040.000000 Penalty: 89374.687500
Iteration 51Q: 26 clusters Score -1.42759e+08 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 27918 members 
Mstep: Class 3 contains 16965 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 7111 members 
Mstep: Class 7 contains 90692 members 
Mstep: Class 8 contains 18822 members 
Mstep: Class 9 contains 861954 members 
Mstep: Class 10 contains 41214 members 
Mstep: Class 11 contains 287563 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24157 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 39660 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 18 contains 48602 members 
Mstep: Class 19 contains 49765 members 
Mstep: Class 20 contains 8670 members 
Mstep: Class 21 contains 19291 members 
Mstep: Class 22 contains 7574 members 
Mstep: Class 23 contains 21045 members 
Mstep: Class 24 contains 160676 members 
Mstep: Class 25 contains 8124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142759760.000000 Penalty: 89374.687500
Iteration 52Q: 26 clusters Score -1.427598e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 28068 members 
Mstep: Class 3 contains 16979 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 7349 members 
Mstep: Class 7 contains 91239 members 
Mstep: Class 8 contains 18819 members 
Mstep: Class 9 contains 860717 members 
Mstep: Class 10 contains 41198 members 
Mstep: Class 11 contains 287604 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 24112 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 39526 members 
Mstep: Class 16 contains 24174 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 48625 members 
Mstep: Class 19 contains 49895 members 
Mstep: Class 20 contains 8719 members 
Mstep: Class 21 contains 19432 members 
Mstep: Class 22 contains 7518 members 
Mstep: Class 23 contains 21029 members 
Mstep: Class 24 contains 160850 members 
Mstep: Class 25 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142759888.000000 Penalty: 89374.687500
Iteration 53Q: 26 clusters Score -1.427599e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 28196 members 
Mstep: Class 3 contains 17003 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 91724 members 
Mstep: Class 8 contains 18805 members 
Mstep: Class 9 contains 859592 members 
Mstep: Class 10 contains 41187 members 
Mstep: Class 11 contains 287651 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24079 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 39385 members 
Mstep: Class 16 contains 24251 members 
Mstep: Class 17 contains 2498 members 
Mstep: Class 18 contains 48628 members 
Mstep: Class 19 contains 50024 members 
Mstep: Class 20 contains 8772 members 
Mstep: Class 21 contains 19578 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 21010 members 
Mstep: Class 24 contains 161011 members 
Mstep: Class 25 contains 8119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142760176.000000 Penalty: 89374.687500
Iteration 54Q: 26 clusters Score -1.427602e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 28322 members 
Mstep: Class 3 contains 17025 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 7742 members 
Mstep: Class 7 contains 92143 members 
Mstep: Class 8 contains 18792 members 
Mstep: Class 9 contains 858615 members 
Mstep: Class 10 contains 41164 members 
Mstep: Class 11 contains 287672 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 39283 members 
Mstep: Class 16 contains 24319 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 48621 members 
Mstep: Class 19 contains 50148 members 
Mstep: Class 20 contains 8814 members 
Mstep: Class 21 contains 19700 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 20988 members 
Mstep: Class 24 contains 161165 members 
Mstep: Class 25 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142760960.000000 Penalty: 89374.687500
Iteration 55Q: 26 clusters Score -1.42761e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 28429 members 
Mstep: Class 3 contains 17046 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 7909 members 
Mstep: Class 7 contains 92511 members 
Mstep: Class 8 contains 18799 members 
Mstep: Class 9 contains 857762 members 
Mstep: Class 10 contains 41141 members 
Mstep: Class 11 contains 287656 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24043 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 39208 members 
Mstep: Class 16 contains 24391 members 
Mstep: Class 17 contains 2536 members 
Mstep: Class 18 contains 48619 members 
Mstep: Class 19 contains 50268 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 19783 members 
Mstep: Class 22 contains 7422 members 
Mstep: Class 23 contains 20968 members 
Mstep: Class 24 contains 161290 members 
Mstep: Class 25 contains 8119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142761296.000000 Penalty: 89374.687500
Iteration 56Q: 26 clusters Score -1.427613e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 28519 members 
Mstep: Class 3 contains 17073 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 8042 members 
Mstep: Class 7 contains 92825 members 
Mstep: Class 8 contains 18820 members 
Mstep: Class 9 contains 856958 members 
Mstep: Class 10 contains 41122 members 
Mstep: Class 11 contains 287634 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24034 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 39151 members 
Mstep: Class 16 contains 24449 members 
Mstep: Class 17 contains 2553 members 
Mstep: Class 18 contains 48612 members 
Mstep: Class 19 contains 50390 members 
Mstep: Class 20 contains 8894 members 
Mstep: Class 21 contains 19892 members 
Mstep: Class 22 contains 7416 members 
Mstep: Class 23 contains 20941 members 
Mstep: Class 24 contains 161419 members 
Mstep: Class 25 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142761504.000000 Penalty: 89374.687500
Iteration 57Q: 26 clusters Score -1.427615e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 28604 members 
Mstep: Class 3 contains 17094 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 8175 members 
Mstep: Class 7 contains 93116 members 
Mstep: Class 8 contains 18825 members 
Mstep: Class 9 contains 856256 members 
Mstep: Class 10 contains 41098 members 
Mstep: Class 11 contains 287622 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24032 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 39112 members 
Mstep: Class 16 contains 24496 members 
Mstep: Class 17 contains 2572 members 
Mstep: Class 18 contains 48597 members 
Mstep: Class 19 contains 50492 members 
Mstep: Class 20 contains 8925 members 
Mstep: Class 21 contains 19978 members 
Mstep: Class 22 contains 7410 members 
Mstep: Class 23 contains 20916 members 
Mstep: Class 24 contains 161518 members 
Mstep: Class 25 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142761536.000000 Penalty: 89374.687500
Iteration 58Q: 26 clusters Score -1.427615e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 28677 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 12195 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 93376 members 
Mstep: Class 8 contains 18832 members 
Mstep: Class 9 contains 855600 members 
Mstep: Class 10 contains 41074 members 
Mstep: Class 11 contains 287619 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24020 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 39052 members 
Mstep: Class 16 contains 24550 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 48593 members 
Mstep: Class 19 contains 50570 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 20056 members 
Mstep: Class 22 contains 7401 members 
Mstep: Class 23 contains 20898 members 
Mstep: Class 24 contains 161634 members 
Mstep: Class 25 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142761616.000000 Penalty: 89374.687500
Iteration 59Q: 26 clusters Score -1.427616e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 28738 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 8416 members 
Mstep: Class 7 contains 93583 members 
Mstep: Class 8 contains 18841 members 
Mstep: Class 9 contains 854990 members 
Mstep: Class 10 contains 41061 members 
Mstep: Class 11 contains 287631 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 24012 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 38980 members 
Mstep: Class 16 contains 24589 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 48595 members 
Mstep: Class 19 contains 50643 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 20137 members 
Mstep: Class 22 contains 7393 members 
Mstep: Class 23 contains 20882 members 
Mstep: Class 24 contains 161745 members 
Mstep: Class 25 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142762272.000000 Penalty: 89374.687500
Iteration 60F: 26 clusters Score -1.427623e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 28787 members 
Mstep: Class 3 contains 17113 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 8750 members 
Mstep: Class 7 contains 93782 members 
Mstep: Class 8 contains 18851 members 
Mstep: Class 9 contains 854412 members 
Mstep: Class 10 contains 41034 members 
Mstep: Class 11 contains 287634 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 23955 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 38940 members 
Mstep: Class 16 contains 24616 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 48604 members 
Mstep: Class 19 contains 50711 members 
Mstep: Class 20 contains 9019 members 
Mstep: Class 21 contains 20166 members 
Mstep: Class 22 contains 7309 members 
Mstep: Class 23 contains 20872 members 
Mstep: Class 24 contains 161810 members 
Mstep: Class 25 contains 8116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763024.000000 Penalty: 89374.687500
Iteration 61Q: 26 clusters Score -1.42763e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 28831 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 93941 members 
Mstep: Class 8 contains 18856 members 
Mstep: Class 9 contains 853880 members 
Mstep: Class 10 contains 41020 members 
Mstep: Class 11 contains 287616 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 23925 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 38902 members 
Mstep: Class 16 contains 24640 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 48614 members 
Mstep: Class 19 contains 50774 members 
Mstep: Class 20 contains 9051 members 
Mstep: Class 21 contains 20157 members 
Mstep: Class 22 contains 7238 members 
Mstep: Class 23 contains 20863 members 
Mstep: Class 24 contains 161873 members 
Mstep: Class 25 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763328.000000 Penalty: 89374.687500
Iteration 62Q: 26 clusters Score -1.427633e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 28858 members 
Mstep: Class 3 contains 17114 members 
Mstep: Class 4 contains 12225 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 9405 members 
Mstep: Class 7 contains 94101 members 
Mstep: Class 8 contains 18865 members 
Mstep: Class 9 contains 853374 members 
Mstep: Class 10 contains 41009 members 
Mstep: Class 11 contains 287612 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 23890 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 38855 members 
Mstep: Class 16 contains 24666 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 48623 members 
Mstep: Class 19 contains 50834 members 
Mstep: Class 20 contains 9078 members 
Mstep: Class 21 contains 20171 members 
Mstep: Class 22 contains 7169 members 
Mstep: Class 23 contains 20851 members 
Mstep: Class 24 contains 161932 members 
Mstep: Class 25 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763872.000000 Penalty: 89374.687500
Iteration 63Q: 26 clusters Score -1.427639e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 28885 members 
Mstep: Class 3 contains 17116 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 9728 members 
Mstep: Class 7 contains 94241 members 
Mstep: Class 8 contains 18854 members 
Mstep: Class 9 contains 852930 members 
Mstep: Class 10 contains 40992 members 
Mstep: Class 11 contains 287607 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 23854 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 38803 members 
Mstep: Class 16 contains 24689 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 48625 members 
Mstep: Class 19 contains 50912 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 20159 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 20839 members 
Mstep: Class 24 contains 161992 members 
Mstep: Class 25 contains 8106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763984.000000 Penalty: 89374.687500
Iteration 64Q: 26 clusters Score -1.42764e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17116 members 
Mstep: Class 4 contains 12251 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 94361 members 
Mstep: Class 8 contains 18847 members 
Mstep: Class 9 contains 852543 members 
Mstep: Class 10 contains 40986 members 
Mstep: Class 11 contains 287576 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 23825 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 38757 members 
Mstep: Class 16 contains 24713 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 48629 members 
Mstep: Class 19 contains 50991 members 
Mstep: Class 20 contains 9117 members 
Mstep: Class 21 contains 20143 members 
Mstep: Class 22 contains 7022 members 
Mstep: Class 23 contains 20835 members 
Mstep: Class 24 contains 162031 members 
Mstep: Class 25 contains 8104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764432.000000 Penalty: 89374.687500
Iteration 65Q: 26 clusters Score -1.427644e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 17121 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 10395 members 
Mstep: Class 7 contains 94470 members 
Mstep: Class 8 contains 18851 members 
Mstep: Class 9 contains 852195 members 
Mstep: Class 10 contains 40980 members 
Mstep: Class 11 contains 287548 members 
Mstep: Class 12 contains 5169 members 
Mstep: Class 13 contains 23790 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 38725 members 
Mstep: Class 16 contains 24734 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 48626 members 
Mstep: Class 19 contains 51068 members 
Mstep: Class 20 contains 9132 members 
Mstep: Class 21 contains 20074 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 20828 members 
Mstep: Class 24 contains 162057 members 
Mstep: Class 25 contains 8100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764720.000000 Penalty: 89374.687500
Iteration 66Q: 26 clusters Score -1.427647e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 12258 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 10711 members 
Mstep: Class 7 contains 94566 members 
Mstep: Class 8 contains 18851 members 
Mstep: Class 9 contains 851873 members 
Mstep: Class 10 contains 40969 members 
Mstep: Class 11 contains 287504 members 
Mstep: Class 12 contains 5166 members 
Mstep: Class 13 contains 23766 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 38698 members 
Mstep: Class 16 contains 24749 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 48629 members 
Mstep: Class 19 contains 51146 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 20027 members 
Mstep: Class 22 contains 6885 members 
Mstep: Class 23 contains 20821 members 
Mstep: Class 24 contains 162077 members 
Mstep: Class 25 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142764976.000000 Penalty: 89374.687500
Iteration 67Q: 26 clusters Score -1.42765e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 28914 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 6457 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 94664 members 
Mstep: Class 8 contains 18848 members 
Mstep: Class 9 contains 851557 members 
Mstep: Class 10 contains 40969 members 
Mstep: Class 11 contains 287419 members 
Mstep: Class 12 contains 5164 members 
Mstep: Class 13 contains 23738 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 38680 members 
Mstep: Class 16 contains 24759 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 48632 members 
Mstep: Class 19 contains 51259 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 19984 members 
Mstep: Class 22 contains 6793 members 
Mstep: Class 23 contains 20815 members 
Mstep: Class 24 contains 162080 members 
Mstep: Class 25 contains 8099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765408.000000 Penalty: 89374.687500
Iteration 68Q: 26 clusters Score -1.427654e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 28927 members 
Mstep: Class 3 contains 17121 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 6460 members 
Mstep: Class 6 contains 11432 members 
Mstep: Class 7 contains 94737 members 
Mstep: Class 8 contains 18841 members 
Mstep: Class 9 contains 851259 members 
Mstep: Class 10 contains 40965 members 
Mstep: Class 11 contains 287371 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 23720 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 24772 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 48636 members 
Mstep: Class 19 contains 51346 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 19897 members 
Mstep: Class 22 contains 6692 members 
Mstep: Class 23 contains 20813 members 
Mstep: Class 24 contains 162107 members 
Mstep: Class 25 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142765760.000000 Penalty: 89374.687500
Iteration 69Q: 26 clusters Score -1.427658e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 28932 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 11813 members 
Mstep: Class 7 contains 94820 members 
Mstep: Class 8 contains 18835 members 
Mstep: Class 9 contains 850999 members 
Mstep: Class 10 contains 40962 members 
Mstep: Class 11 contains 287300 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 23709 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 38610 members 
Mstep: Class 16 contains 24778 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 48636 members 
Mstep: Class 19 contains 51446 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 19773 members 
Mstep: Class 22 contains 6601 members 
Mstep: Class 23 contains 20815 members 
Mstep: Class 24 contains 162120 members 
Mstep: Class 25 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766096.000000 Penalty: 89374.687500
Iteration 70Q: 26 clusters Score -1.427661e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 28929 members 
Mstep: Class 3 contains 17134 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 94890 members 
Mstep: Class 8 contains 18820 members 
Mstep: Class 9 contains 850818 members 
Mstep: Class 10 contains 40959 members 
Mstep: Class 11 contains 287206 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 23691 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 38556 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 48643 members 
Mstep: Class 19 contains 51571 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 19617 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 20809 members 
Mstep: Class 24 contains 162121 members 
Mstep: Class 25 contains 8081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766560.000000 Penalty: 89374.687500
Iteration 71Q: 26 clusters Score -1.427666e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 28927 members 
Mstep: Class 3 contains 17133 members 
Mstep: Class 4 contains 12285 members 
Mstep: Class 5 contains 6465 members 
Mstep: Class 6 contains 12602 members 
Mstep: Class 7 contains 94972 members 
Mstep: Class 8 contains 18788 members 
Mstep: Class 9 contains 850625 members 
Mstep: Class 10 contains 40957 members 
Mstep: Class 11 contains 287090 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 23684 members 
Mstep: Class 14 contains 8615 members 
Mstep: Class 15 contains 38501 members 
Mstep: Class 16 contains 24795 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 48653 members 
Mstep: Class 19 contains 51692 members 
Mstep: Class 20 contains 9195 members 
Mstep: Class 21 contains 19484 members 
Mstep: Class 22 contains 6413 members 
Mstep: Class 23 contains 20800 members 
Mstep: Class 24 contains 162114 members 
Mstep: Class 25 contains 8073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766720.000000 Penalty: 89374.687500
Iteration 72Q: 26 clusters Score -1.427667e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 28915 members 
Mstep: Class 3 contains 17134 members 
Mstep: Class 4 contains 12297 members 
Mstep: Class 5 contains 6466 members 
Mstep: Class 6 contains 12993 members 
Mstep: Class 7 contains 95071 members 
Mstep: Class 8 contains 18773 members 
Mstep: Class 9 contains 850387 members 
Mstep: Class 10 contains 40957 members 
Mstep: Class 11 contains 286977 members 
Mstep: Class 12 contains 5159 members 
Mstep: Class 13 contains 23668 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 38433 members 
Mstep: Class 16 contains 24806 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 48663 members 
Mstep: Class 19 contains 51813 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 19363 members 
Mstep: Class 22 contains 6345 members 
Mstep: Class 23 contains 20792 members 
Mstep: Class 24 contains 162112 members 
Mstep: Class 25 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766848.000000 Penalty: 89374.687500
Iteration 73Q: 26 clusters Score -1.427668e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 17139 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 6468 members 
Mstep: Class 6 contains 13345 members 
Mstep: Class 7 contains 95154 members 
Mstep: Class 8 contains 18768 members 
Mstep: Class 9 contains 850143 members 
Mstep: Class 10 contains 40953 members 
Mstep: Class 11 contains 286874 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 23651 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 38389 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 48673 members 
Mstep: Class 19 contains 51929 members 
Mstep: Class 20 contains 9206 members 
Mstep: Class 21 contains 19236 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 20789 members 
Mstep: Class 24 contains 162116 members 
Mstep: Class 25 contains 8058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766944.000000 Penalty: 89374.687500
Iteration 74Q: 26 clusters Score -1.427669e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 17142 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 95227 members 
Mstep: Class 8 contains 18754 members 
Mstep: Class 9 contains 849887 members 
Mstep: Class 10 contains 40951 members 
Mstep: Class 11 contains 286795 members 
Mstep: Class 12 contains 5157 members 
Mstep: Class 13 contains 23643 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38335 members 
Mstep: Class 16 contains 24839 members 
Mstep: Class 17 contains 2818 members 
Mstep: Class 18 contains 48682 members 
Mstep: Class 19 contains 52027 members 
Mstep: Class 20 contains 9209 members 
Mstep: Class 21 contains 19130 members 
Mstep: Class 22 contains 6261 members 
Mstep: Class 23 contains 20786 members 
Mstep: Class 24 contains 162126 members 
Mstep: Class 25 contains 8044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766816.000000 Penalty: 89374.687500
Iteration 75Q: 26 clusters Score -1.427668e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 28889 members 
Mstep: Class 3 contains 17149 members 
Mstep: Class 4 contains 12321 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 13965 members 
Mstep: Class 7 contains 95319 members 
Mstep: Class 8 contains 18750 members 
Mstep: Class 9 contains 849671 members 
Mstep: Class 10 contains 40954 members 
Mstep: Class 11 contains 286694 members 
Mstep: Class 12 contains 5155 members 
Mstep: Class 13 contains 23634 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 24854 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 48688 members 
Mstep: Class 19 contains 52113 members 
Mstep: Class 20 contains 9213 members 
Mstep: Class 21 contains 19049 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 20774 members 
Mstep: Class 24 contains 162127 members 
Mstep: Class 25 contains 8035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142767168.000000 Penalty: 89374.687500
Iteration 76Q: 26 clusters Score -1.427672e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 28886 members 
Mstep: Class 3 contains 17155 members 
Mstep: Class 4 contains 12326 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 14217 members 
Mstep: Class 7 contains 95400 members 
Mstep: Class 8 contains 18746 members 
Mstep: Class 9 contains 849458 members 
Mstep: Class 10 contains 40964 members 
Mstep: Class 11 contains 286619 members 
Mstep: Class 12 contains 5153 members 
Mstep: Class 13 contains 23628 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 38239 members 
Mstep: Class 16 contains 24858 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 48689 members 
Mstep: Class 19 contains 52182 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 20770 members 
Mstep: Class 24 contains 162128 members 
Mstep: Class 25 contains 8028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142767216.000000 Penalty: 89374.687500
Iteration 77Q: 26 clusters Score -1.427672e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 12340 members 
Mstep: Class 5 contains 6479 members 
Mstep: Class 6 contains 14447 members 
Mstep: Class 7 contains 95473 members 
Mstep: Class 8 contains 18733 members 
Mstep: Class 9 contains 849234 members 
Mstep: Class 10 contains 40970 members 
Mstep: Class 11 contains 286575 members 
Mstep: Class 12 contains 5149 members 
Mstep: Class 13 contains 23616 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 38182 members 
Mstep: Class 16 contains 24870 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52233 members 
Mstep: Class 20 contains 9214 members 
Mstep: Class 21 contains 18965 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162137 members 
Mstep: Class 25 contains 8021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142766928.000000 Penalty: 89374.687500
Iteration 78Q: 26 clusters Score -1.427669e+08 nChanged 1130
Entering ConstructFrom: 
Score: -142766928.000000 Penalty: 89374.687500
Entering ConstructFrom: 
Trying to split cluster 1 (21857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Entering Unmasked Estep 
Score: -1692826.500000 Penalty: 2478.084473
	Iteration 0F: 2 clusters Score -1692826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1677662.750000 Penalty: 4956.168945
	Iteration 0F: 3 clusters Score -1677663 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1683349.750000 Penalty: 4956.168945
	Iteration 1F: 3 clusters Score -1683350 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1684298.125000 Penalty: 4956.168945
	Iteration 2F: 3 clusters Score -1684298 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1685351.000000 Penalty: 4956.168945
	Iteration 3F: 3 clusters Score -1685351 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1686546.125000 Penalty: 4956.168945
	Iteration 4F: 3 clusters Score -1686546 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1687771.125000 Penalty: 4956.168945
	Iteration 5F: 3 clusters Score -1687771 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1688880.500000 Penalty: 4956.168945
	Iteration 6F: 3 clusters Score -1688880 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1689848.125000 Penalty: 4956.168945
	Iteration 7F: 3 clusters Score -1689848 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1690618.750000 Penalty: 4956.168945
	Iteration 8Q: 3 clusters Score -1690619 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -1691194.750000 Penalty: 4956.168945
	Iteration 9Q: 3 clusters Score -1691195 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -1691742.000000 Penalty: 4956.168945
	Iteration 10Q: 3 clusters Score -1691742 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1692327.875000 Penalty: 4956.168945
	Iteration 11Q: 3 clusters Score -1692328 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1692938.875000 Penalty: 4956.168945
	Iteration 12Q: 3 clusters Score -1692939 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1693561.500000 Penalty: 4956.168945
	Iteration 13Q: 3 clusters Score -1693562 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1694078.000000 Penalty: 4956.168945
	Iteration 14Q: 3 clusters Score -1694078 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1694324.500000 Penalty: 4956.168945
	Iteration 15Q: 3 clusters Score -1694324 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1694443.625000 Penalty: 4956.168945
	Iteration 16Q: 3 clusters Score -1694444 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1694532.500000 Penalty: 4956.168945
	Iteration 17Q: 3 clusters Score -1694532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1694625.625000 Penalty: 4956.168945
	Iteration 18Q: 3 clusters Score -1694626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1694742.750000 Penalty: 4956.168945
	Iteration 19Q: 3 clusters Score -1694743 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1694869.500000 Penalty: 4956.168945
	Iteration 20F: 3 clusters Score -1694870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1694988.750000 Penalty: 4956.168945
	Iteration 21Q: 3 clusters Score -1694989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1695129.375000 Penalty: 4956.168945
	Iteration 22Q: 3 clusters Score -1695129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1695274.250000 Penalty: 4956.168945
	Iteration 23Q: 3 clusters Score -1695274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1695348.625000 Penalty: 4956.168945
	Iteration 24Q: 3 clusters Score -1695349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1695387.125000 Penalty: 4956.168945
	Iteration 25Q: 3 clusters Score -1695387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -1695403.250000 Penalty: 4956.168945
	Iteration 26Q: 3 clusters Score -1695403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1695406.625000 Penalty: 4956.168945
	Iteration 27Q: 3 clusters Score -1695407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -1695413.750000 Penalty: 4956.168945
	Iteration 28Q: 3 clusters Score -1695414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1695412.500000 Penalty: 4956.168945
	Iteration 29Q: 3 clusters Score -1695412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1695416.875000 Penalty: 4956.168945
	Iteration 30Q: 3 clusters Score -1695417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1695412.000000 Penalty: 4956.168945
	Iteration 31Q: 3 clusters Score -1695412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1695413.500000 Penalty: 4956.168945
	Iteration 32Q: 3 clusters Score -1695414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1695415.250000 Penalty: 4956.168945
	Iteration 33Q: 3 clusters Score -1695415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1695413.875000 Penalty: 4956.168945
	Iteration 34Q: 3 clusters Score -1695414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1695413.875000 Penalty: 4956.168945
	Iteration 35F: 3 clusters Score -1695414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 12346 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 95544 members 
Mstep: Class 8 contains 18721 members 
Mstep: Class 9 contains 849030 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 286528 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38124 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52291 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 21 contains 18932 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 8016 members 
Mstep: Class 26 contains 18686 members 
Entering Unmasked Estep 
Score: -142768560.000000 Penalty: 92949.671875
Splitting cluster 1 changes total score from -142766928.000000 to -142768560.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 2 (28900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Entering Unmasked Estep 
Score: -2240791.750000 Penalty: 2547.355957
	Iteration 0F: 2 clusters Score -2240792 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 14564 members 
Entering Unmasked Estep 
Score: -2220812.500000 Penalty: 5094.711914
	Iteration 0F: 3 clusters Score -2220812 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2227942.500000 Penalty: 5094.711914
	Iteration 1F: 3 clusters Score -2227942 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2228435.000000 Penalty: 5094.711914
	Iteration 2Q: 3 clusters Score -2228435 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2228871.750000 Penalty: 5094.711914
	Iteration 3Q: 3 clusters Score -2228872 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2229307.000000 Penalty: 5094.711914
	Iteration 4Q: 3 clusters Score -2229307 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2229888.000000 Penalty: 5094.711914
	Iteration 5Q: 3 clusters Score -2229888 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2230636.250000 Penalty: 5094.711914
	Iteration 6F: 3 clusters Score -2230636 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2231704.250000 Penalty: 5094.711914
	Iteration 7F: 3 clusters Score -2231704 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2233075.500000 Penalty: 5094.711914
	Iteration 8F: 3 clusters Score -2233076 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2234727.500000 Penalty: 5094.711914
	Iteration 9F: 3 clusters Score -2234728 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2236214.250000 Penalty: 5094.711914
	Iteration 10F: 3 clusters Score -2236214 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -2237236.750000 Penalty: 5094.711914
	Iteration 11Q: 3 clusters Score -2237237 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2237798.500000 Penalty: 5094.711914
	Iteration 12Q: 3 clusters Score -2237798 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -2238097.750000 Penalty: 5094.711914
	Iteration 13Q: 3 clusters Score -2238098 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -2238298.250000 Penalty: 5094.711914
	Iteration 14Q: 3 clusters Score -2238298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2238411.500000 Penalty: 5094.711914
	Iteration 15Q: 3 clusters Score -2238412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -2238478.250000 Penalty: 5094.711914
	Iteration 16Q: 3 clusters Score -2238478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -2238510.250000 Penalty: 5094.711914
	Iteration 17Q: 3 clusters Score -2238510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2238543.250000 Penalty: 5094.711914
	Iteration 18Q: 3 clusters Score -2238543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -2238571.250000 Penalty: 5094.711914
	Iteration 19Q: 3 clusters Score -2238571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2238592.750000 Penalty: 5094.711914
	Iteration 20F: 3 clusters Score -2238593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -2238622.250000 Penalty: 5094.711914
	Iteration 21Q: 3 clusters Score -2238622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -2238644.250000 Penalty: 5094.711914
	Iteration 22Q: 3 clusters Score -2238644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -2238668.250000 Penalty: 5094.711914
	Iteration 23Q: 3 clusters Score -2238668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -2238682.500000 Penalty: 5094.711914
	Iteration 24Q: 3 clusters Score -2238682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2238691.000000 Penalty: 5094.711914
	Iteration 25Q: 3 clusters Score -2238691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2238692.000000 Penalty: 5094.711914
	Iteration 26Q: 3 clusters Score -2238692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -2238693.250000 Penalty: 5094.711914
	Iteration 27Q: 3 clusters Score -2238693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -2238693.000000 Penalty: 5094.711914
	Iteration 28Q: 3 clusters Score -2238693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -2238693.000000 Penalty: 5094.711914
	Iteration 29F: 3 clusters Score -2238693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Entering Unmasked Estep 
Score: -1422826.750000 Penalty: 2418.083496
	Iteration 0F: 2 clusters Score -1422827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1410645.625000 Penalty: 4836.166992
	Iteration 0F: 3 clusters Score -1410646 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1414429.750000 Penalty: 4836.166992
	Iteration 1F: 3 clusters Score -1414430 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1414791.875000 Penalty: 4836.166992
	Iteration 2F: 3 clusters Score -1414792 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1415088.125000 Penalty: 4836.166992
	Iteration 3Q: 3 clusters Score -1415088 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1415321.750000 Penalty: 4836.166992
	Iteration 4Q: 3 clusters Score -1415322 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1415535.250000 Penalty: 4836.166992
	Iteration 5Q: 3 clusters Score -1415535 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1415727.000000 Penalty: 4836.166992
	Iteration 6Q: 3 clusters Score -1415727 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1415931.000000 Penalty: 4836.166992
	Iteration 7Q: 3 clusters Score -1415931 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1416188.000000 Penalty: 4836.166992
	Iteration 8Q: 3 clusters Score -1416188 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1416495.125000 Penalty: 4836.166992
	Iteration 9Q: 3 clusters Score -1416495 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1416847.500000 Penalty: 4836.166992
	Iteration 10Q: 3 clusters Score -1416848 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1417268.250000 Penalty: 4836.166992
	Iteration 11Q: 3 clusters Score -1417268 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1417742.875000 Penalty: 4836.166992
	Iteration 12Q: 3 clusters Score -1417743 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1418293.375000 Penalty: 4836.166992
	Iteration 13Q: 3 clusters Score -1418293 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1418825.500000 Penalty: 4836.166992
	Iteration 14Q: 3 clusters Score -1418826 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1419302.375000 Penalty: 4836.166992
	Iteration 15Q: 3 clusters Score -1419302 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1419681.125000 Penalty: 4836.166992
	Iteration 16Q: 3 clusters Score -1419681 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1419972.625000 Penalty: 4836.166992
	Iteration 17Q: 3 clusters Score -1419973 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1420171.000000 Penalty: 4836.166992
	Iteration 18Q: 3 clusters Score -1420171 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1420282.375000 Penalty: 4836.166992
	Iteration 19Q: 3 clusters Score -1420282 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1420369.375000 Penalty: 4836.166992
	Iteration 20F: 3 clusters Score -1420369 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1420440.125000 Penalty: 4836.166992
	Iteration 21Q: 3 clusters Score -1420440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1420490.000000 Penalty: 4836.166992
	Iteration 22Q: 3 clusters Score -1420490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1420529.500000 Penalty: 4836.166992
	Iteration 23Q: 3 clusters Score -1420530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1420566.125000 Penalty: 4836.166992
	Iteration 24Q: 3 clusters Score -1420566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1420600.250000 Penalty: 4836.166992
	Iteration 25Q: 3 clusters Score -1420600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1420626.000000 Penalty: 4836.166992
	Iteration 26Q: 3 clusters Score -1420626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1420642.500000 Penalty: 4836.166992
	Iteration 27Q: 3 clusters Score -1420642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1420665.000000 Penalty: 4836.166992
	Iteration 28Q: 3 clusters Score -1420665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1420679.000000 Penalty: 4836.166992
	Iteration 29Q: 3 clusters Score -1420679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1420697.000000 Penalty: 4836.166992
	Iteration 30Q: 3 clusters Score -1420697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1420709.500000 Penalty: 4836.166992
	Iteration 31Q: 3 clusters Score -1420710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1420725.000000 Penalty: 4836.166992
	Iteration 32Q: 3 clusters Score -1420725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1420737.375000 Penalty: 4836.166992
	Iteration 33Q: 3 clusters Score -1420737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1420744.375000 Penalty: 4836.166992
	Iteration 34Q: 3 clusters Score -1420744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1420756.750000 Penalty: 4836.166992
	Iteration 35Q: 3 clusters Score -1420757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1420767.875000 Penalty: 4836.166992
	Iteration 36Q: 3 clusters Score -1420768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1420775.500000 Penalty: 4836.166992
	Iteration 37Q: 3 clusters Score -1420776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1420779.625000 Penalty: 4836.166992
	Iteration 38Q: 3 clusters Score -1420780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1420781.000000 Penalty: 4836.166992
	Iteration 39Q: 3 clusters Score -1420781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1420784.125000 Penalty: 4836.166992
	Iteration 40F: 3 clusters Score -1420784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1420785.375000 Penalty: 4836.166992
	Iteration 41Q: 3 clusters Score -1420785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1420785.250000 Penalty: 4836.166992
	Iteration 42Q: 3 clusters Score -1420785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1420791.250000 Penalty: 4836.166992
	Iteration 43Q: 3 clusters Score -1420791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1420793.250000 Penalty: 4836.166992
	Iteration 44Q: 3 clusters Score -1420793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1420795.500000 Penalty: 4836.166992
	Iteration 45Q: 3 clusters Score -1420796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1420799.500000 Penalty: 4836.166992
	Iteration 46Q: 3 clusters Score -1420800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1420803.375000 Penalty: 4836.166992
	Iteration 47Q: 3 clusters Score -1420803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1420801.750000 Penalty: 4836.166992
	Iteration 48Q: 3 clusters Score -1420802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1420803.875000 Penalty: 4836.166992
	Iteration 49Q: 3 clusters Score -1420804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1420806.375000 Penalty: 4836.166992
	Iteration 50Q: 3 clusters Score -1420806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1420806.375000 Penalty: 4836.166992
	Iteration 51F: 3 clusters Score -1420806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Entering Unmasked Estep 
Score: -938438.625000 Penalty: 2336.429688
	Iteration 0F: 2 clusters Score -938438.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -929308.250000 Penalty: 4672.859375
	Iteration 0F: 3 clusters Score -929308.2 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -932410.312500 Penalty: 4672.859375
	Iteration 1F: 3 clusters Score -932410.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -933123.875000 Penalty: 4672.859375
	Iteration 2F: 3 clusters Score -933123.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -933663.125000 Penalty: 4672.859375
	Iteration 3F: 3 clusters Score -933663.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -934038.437500 Penalty: 4672.859375
	Iteration 4F: 3 clusters Score -934038.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -934326.375000 Penalty: 4672.859375
	Iteration 5Q: 3 clusters Score -934326.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -934607.312500 Penalty: 4672.859375
	Iteration 6Q: 3 clusters Score -934607.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -934916.000000 Penalty: 4672.859375
	Iteration 7Q: 3 clusters Score -934916 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -935245.125000 Penalty: 4672.859375
	Iteration 8Q: 3 clusters Score -935245.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -935615.125000 Penalty: 4672.859375
	Iteration 9Q: 3 clusters Score -935615.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -935989.312500 Penalty: 4672.859375
	Iteration 10Q: 3 clusters Score -935989.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -936304.000000 Penalty: 4672.859375
	Iteration 11Q: 3 clusters Score -936304 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -936541.812500 Penalty: 4672.859375
	Iteration 12Q: 3 clusters Score -936541.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -936727.187500 Penalty: 4672.859375
	Iteration 13Q: 3 clusters Score -936727.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -936870.187500 Penalty: 4672.859375
	Iteration 14Q: 3 clusters Score -936870.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -936976.000000 Penalty: 4672.859375
	Iteration 15Q: 3 clusters Score -936976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -937053.312500 Penalty: 4672.859375
	Iteration 16Q: 3 clusters Score -937053.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -937123.437500 Penalty: 4672.859375
	Iteration 17Q: 3 clusters Score -937123.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -937173.625000 Penalty: 4672.859375
	Iteration 18Q: 3 clusters Score -937173.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -937207.250000 Penalty: 4672.859375
	Iteration 19Q: 3 clusters Score -937207.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -937231.437500 Penalty: 4672.859375
	Iteration 20F: 3 clusters Score -937231.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -937256.000000 Penalty: 4672.859375
	Iteration 21Q: 3 clusters Score -937256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -937284.125000 Penalty: 4672.859375
	Iteration 22Q: 3 clusters Score -937284.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -937306.187500 Penalty: 4672.859375
	Iteration 23Q: 3 clusters Score -937306.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -937347.062500 Penalty: 4672.859375
	Iteration 24Q: 3 clusters Score -937347.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -937395.250000 Penalty: 4672.859375
	Iteration 25Q: 3 clusters Score -937395.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -937459.000000 Penalty: 4672.859375
	Iteration 26Q: 3 clusters Score -937459 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -937546.937500 Penalty: 4672.859375
	Iteration 27Q: 3 clusters Score -937546.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -937690.937500 Penalty: 4672.859375
	Iteration 28Q: 3 clusters Score -937690.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -937870.625000 Penalty: 4672.859375
	Iteration 29Q: 3 clusters Score -937870.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -938091.250000 Penalty: 4672.859375
	Iteration 30Q: 3 clusters Score -938091.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -938293.750000 Penalty: 4672.859375
	Iteration 31Q: 3 clusters Score -938293.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -938415.687500 Penalty: 4672.859375
	Iteration 32Q: 3 clusters Score -938415.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -938472.562500 Penalty: 4672.859375
	Iteration 33Q: 3 clusters Score -938472.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -938515.625000 Penalty: 4672.859375
	Iteration 34Q: 3 clusters Score -938515.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -938531.375000 Penalty: 4672.859375
	Iteration 35Q: 3 clusters Score -938531.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -938549.312500 Penalty: 4672.859375
	Iteration 36Q: 3 clusters Score -938549.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -938558.375000 Penalty: 4672.859375
	Iteration 37Q: 3 clusters Score -938558.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -938565.437500 Penalty: 4672.859375
	Iteration 38Q: 3 clusters Score -938565.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -938570.375000 Penalty: 4672.859375
	Iteration 39Q: 3 clusters Score -938570.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -938578.000000 Penalty: 4672.859375
	Iteration 40F: 3 clusters Score -938578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -938577.562500 Penalty: 4672.859375
	Iteration 41Q: 3 clusters Score -938577.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -938582.625000 Penalty: 4672.859375
	Iteration 42Q: 3 clusters Score -938582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -938581.562500 Penalty: 4672.859375
	Iteration 43Q: 3 clusters Score -938581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -938583.187500 Penalty: 4672.859375
	Iteration 44Q: 3 clusters Score -938583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -938584.125000 Penalty: 4672.859375
	Iteration 45Q: 3 clusters Score -938584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -938584.125000 Penalty: 4672.859375
	Iteration 46F: 3 clusters Score -938584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 95544 members 
Mstep: Class 8 contains 18721 members 
Mstep: Class 9 contains 849030 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 286528 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38124 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52291 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 21 contains 18932 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 8016 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 7903 members 
Entering Unmasked Estep 
Score: -142767712.000000 Penalty: 96524.656250
Splitting cluster 4 changes total score from -142766928.000000 to -142767712.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 5 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -515868.593750 Penalty: 2176.565918
	Iteration 0F: 2 clusters Score -515868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -510437.531250 Penalty: 4353.131836
	Iteration 0F: 3 clusters Score -510437.5 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -512016.125000 Penalty: 4353.131836
	Iteration 1F: 3 clusters Score -512016.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -512540.343750 Penalty: 4353.131836
	Iteration 2F: 3 clusters Score -512540.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -513051.312500 Penalty: 4353.131836
	Iteration 3F: 3 clusters Score -513051.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -513486.156250 Penalty: 4353.131836
	Iteration 4F: 3 clusters Score -513486.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -513838.906250 Penalty: 4353.131836
	Iteration 5F: 3 clusters Score -513838.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -514075.812500 Penalty: 4353.131836
	Iteration 6Q: 3 clusters Score -514075.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -514222.468750 Penalty: 4353.131836
	Iteration 7Q: 3 clusters Score -514222.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -514301.843750 Penalty: 4353.131836
	Iteration 8Q: 3 clusters Score -514301.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -514367.750000 Penalty: 4353.131836
	Iteration 9Q: 3 clusters Score -514367.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -514414.437500 Penalty: 4353.131836
	Iteration 10Q: 3 clusters Score -514414.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -514442.218750 Penalty: 4353.131836
	Iteration 11Q: 3 clusters Score -514442.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -514470.781250 Penalty: 4353.131836
	Iteration 12Q: 3 clusters Score -514470.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -514486.187500 Penalty: 4353.131836
	Iteration 13Q: 3 clusters Score -514486.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -514504.125000 Penalty: 4353.131836
	Iteration 14Q: 3 clusters Score -514504.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -514518.593750 Penalty: 4353.131836
	Iteration 15Q: 3 clusters Score -514518.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -514525.562500 Penalty: 4353.131836
	Iteration 16Q: 3 clusters Score -514525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -514534.593750 Penalty: 4353.131836
	Iteration 17Q: 3 clusters Score -514534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -514541.875000 Penalty: 4353.131836
	Iteration 18Q: 3 clusters Score -514541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -514545.125000 Penalty: 4353.131836
	Iteration 19Q: 3 clusters Score -514545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -514549.562500 Penalty: 4353.131836
	Iteration 20F: 3 clusters Score -514549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -514551.281250 Penalty: 4353.131836
	Iteration 21Q: 3 clusters Score -514551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -514551.875000 Penalty: 4353.131836
	Iteration 22Q: 3 clusters Score -514551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -514551.687500 Penalty: 4353.131836
	Iteration 23Q: 3 clusters Score -514551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -514551.687500 Penalty: 4353.131836
	Iteration 24F: 3 clusters Score -514551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Entering Unmasked Estep 
Score: -1010980.625000 Penalty: 2378.982910
	Iteration 0F: 2 clusters Score -1010981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1000307.812500 Penalty: 4757.965820
	Iteration 0F: 3 clusters Score -1000308 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1004111.250000 Penalty: 4757.965820
	Iteration 1F: 3 clusters Score -1004111 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1004865.937500 Penalty: 4757.965820
	Iteration 2F: 3 clusters Score -1004866 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1005480.062500 Penalty: 4757.965820
	Iteration 3F: 3 clusters Score -1005480 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1006010.750000 Penalty: 4757.965820
	Iteration 4F: 3 clusters Score -1006011 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1006479.062500 Penalty: 4757.965820
	Iteration 5F: 3 clusters Score -1006479 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1006928.125000 Penalty: 4757.965820
	Iteration 6Q: 3 clusters Score -1006928 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1007308.062500 Penalty: 4757.965820
	Iteration 7Q: 3 clusters Score -1007308 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1007659.062500 Penalty: 4757.965820
	Iteration 8Q: 3 clusters Score -1007659 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1007937.687500 Penalty: 4757.965820
	Iteration 9Q: 3 clusters Score -1007938 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1008123.562500 Penalty: 4757.965820
	Iteration 10Q: 3 clusters Score -1008124 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1008244.375000 Penalty: 4757.965820
	Iteration 11Q: 3 clusters Score -1008244 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1008322.812500 Penalty: 4757.965820
	Iteration 12Q: 3 clusters Score -1008323 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1008377.375000 Penalty: 4757.965820
	Iteration 13Q: 3 clusters Score -1008377 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1008409.687500 Penalty: 4757.965820
	Iteration 14Q: 3 clusters Score -1008410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1008447.312500 Penalty: 4757.965820
	Iteration 15Q: 3 clusters Score -1008447 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1008480.750000 Penalty: 4757.965820
	Iteration 16Q: 3 clusters Score -1008481 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1008508.937500 Penalty: 4757.965820
	Iteration 17Q: 3 clusters Score -1008509 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1008531.937500 Penalty: 4757.965820
	Iteration 18Q: 3 clusters Score -1008532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1008555.437500 Penalty: 4757.965820
	Iteration 19Q: 3 clusters Score -1008555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1008571.312500 Penalty: 4757.965820
	Iteration 20F: 3 clusters Score -1008571 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1008581.187500 Penalty: 4757.965820
	Iteration 21Q: 3 clusters Score -1008581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1008593.875000 Penalty: 4757.965820
	Iteration 22Q: 3 clusters Score -1008594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1008609.750000 Penalty: 4757.965820
	Iteration 23Q: 3 clusters Score -1008610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1008620.687500 Penalty: 4757.965820
	Iteration 24Q: 3 clusters Score -1008621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1008632.187500 Penalty: 4757.965820
	Iteration 25Q: 3 clusters Score -1008632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1008641.875000 Penalty: 4757.965820
	Iteration 26Q: 3 clusters Score -1008642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1008655.687500 Penalty: 4757.965820
	Iteration 27Q: 3 clusters Score -1008656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1008673.250000 Penalty: 4757.965820
	Iteration 28Q: 3 clusters Score -1008673 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1008689.687500 Penalty: 4757.965820
	Iteration 29Q: 3 clusters Score -1008690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1008705.625000 Penalty: 4757.965820
	Iteration 30Q: 3 clusters Score -1008706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1008720.875000 Penalty: 4757.965820
	Iteration 31Q: 3 clusters Score -1008721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1008733.937500 Penalty: 4757.965820
	Iteration 32Q: 3 clusters Score -1008734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1008751.750000 Penalty: 4757.965820
	Iteration 33Q: 3 clusters Score -1008752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1008771.812500 Penalty: 4757.965820
	Iteration 34Q: 3 clusters Score -1008772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1008785.687500 Penalty: 4757.965820
	Iteration 35Q: 3 clusters Score -1008786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1008797.312500 Penalty: 4757.965820
	Iteration 36Q: 3 clusters Score -1008797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1008803.562500 Penalty: 4757.965820
	Iteration 37Q: 3 clusters Score -1008804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1008813.875000 Penalty: 4757.965820
	Iteration 38Q: 3 clusters Score -1008814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1008825.812500 Penalty: 4757.965820
	Iteration 39Q: 3 clusters Score -1008826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1008840.187500 Penalty: 4757.965820
	Iteration 40F: 3 clusters Score -1008840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1008859.375000 Penalty: 4757.965820
	Iteration 41Q: 3 clusters Score -1008859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1008876.687500 Penalty: 4757.965820
	Iteration 42Q: 3 clusters Score -1008877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1008895.625000 Penalty: 4757.965820
	Iteration 43Q: 3 clusters Score -1008896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1008914.937500 Penalty: 4757.965820
	Iteration 44Q: 3 clusters Score -1008915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1008938 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1008957.625000 Penalty: 4757.965820
	Iteration 46Q: 3 clusters Score -1008958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1008976.562500 Penalty: 4757.965820
	Iteration 47Q: 3 clusters Score -1008977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1008992.250000 Penalty: 4757.965820
	Iteration 48Q: 3 clusters Score -1008992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1009007.625000 Penalty: 4757.965820
	Iteration 49Q: 3 clusters Score -1009008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1009024.812500 Penalty: 4757.965820
	Iteration 50Q: 3 clusters Score -1009025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1009043.125000 Penalty: 4757.965820
	Iteration 51Q: 3 clusters Score -1009043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1009062.437500 Penalty: 4757.965820
	Iteration 52Q: 3 clusters Score -1009062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1009083.375000 Penalty: 4757.965820
	Iteration 53Q: 3 clusters Score -1009083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1009111.187500 Penalty: 4757.965820
	Iteration 54Q: 3 clusters Score -1009111 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1009140.750000 Penalty: 4757.965820
	Iteration 55Q: 3 clusters Score -1009141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1009167.750000 Penalty: 4757.965820
	Iteration 56Q: 3 clusters Score -1009168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1009202.937500 Penalty: 4757.965820
	Iteration 57Q: 3 clusters Score -1009203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1009224.375000 Penalty: 4757.965820
	Iteration 58Q: 3 clusters Score -1009224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1009259.062500 Penalty: 4757.965820
	Iteration 59Q: 3 clusters Score -1009259 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1009292.000000 Penalty: 4757.965820
	Iteration 60F: 3 clusters Score -1009292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1009335.312500 Penalty: 4757.965820
	Iteration 61Q: 3 clusters Score -1009335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1009368.937500 Penalty: 4757.965820
	Iteration 62Q: 3 clusters Score -1009369 nChanged 139
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Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1009416.625000 Penalty: 4757.965820
	Iteration 63Q: 3 clusters Score -1009417 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1009461.062500 Penalty: 4757.965820
	Iteration 64Q: 3 clusters Score -1009461 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1009494.312500 Penalty: 4757.965820
	Iteration 65Q: 3 clusters Score -1009494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1009526.062500 Penalty: 4757.965820
	Iteration 66Q: 3 clusters Score -1009526 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1009551 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1009582.937500 Penalty: 4757.965820
	Iteration 68Q: 3 clusters Score -1009583 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1009613.125000 Penalty: 4757.965820
	Iteration 69Q: 3 clusters Score -1009613 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1009636.687500 Penalty: 4757.965820
	Iteration 70Q: 3 clusters Score -1009637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1009667.562500 Penalty: 4757.965820
	Iteration 71Q: 3 clusters Score -1009668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1009693.750000 Penalty: 4757.965820
	Iteration 72Q: 3 clusters Score -1009694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1009726.500000 Penalty: 4757.965820
	Iteration 73Q: 3 clusters Score -1009726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1009750.687500 Penalty: 4757.965820
	Iteration 74Q: 3 clusters Score -1009751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1009779.750000 Penalty: 4757.965820
	Iteration 75Q: 3 clusters Score -1009780 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1009809.125000 Penalty: 4757.965820
	Iteration 76Q: 3 clusters Score -1009809 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1009838.625000 Penalty: 4757.965820
	Iteration 77Q: 3 clusters Score -1009839 nChanged 80
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Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1009869.750000 Penalty: 4757.965820
	Iteration 78Q: 3 clusters Score -1009870 nChanged 82
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Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1009899.625000 Penalty: 4757.965820
	Iteration 79Q: 3 clusters Score -1009900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1009941.375000 Penalty: 4757.965820
	Iteration 80F: 3 clusters Score -1009941 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1009994 nChanged 95
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Mstep: Class 1 contains 12945 members 
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Score: -1010042.125000 Penalty: 4757.965820
	Iteration 82Q: 3 clusters Score -1010042 nChanged 94
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Mstep: Class 1 contains 13021 members 
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Entering Unmasked Estep 
Score: -1010081.687500 Penalty: 4757.965820
	Iteration 83Q: 3 clusters Score -1010082 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
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Entering Unmasked Estep 
Score: -1010117.187500 Penalty: 4757.965820
	Iteration 84Q: 3 clusters Score -1010117 nChanged 71
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Mstep: Class 1 contains 13143 members 
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Entering Unmasked Estep 
Score: -1010159.812500 Penalty: 4757.965820
	Iteration 85Q: 3 clusters Score -1010160 nChanged 71
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Mstep: Class 1 contains 13202 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1010198 nChanged 78
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Mstep: Class 1 contains 13270 members 
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Entering Unmasked Estep 
Score: -1010243.812500 Penalty: 4757.965820
	Iteration 87Q: 3 clusters Score -1010244 nChanged 66
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Mstep: Class 1 contains 13326 members 
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Entering Unmasked Estep 
Score: -1010277.562500 Penalty: 4757.965820
	Iteration 88Q: 3 clusters Score -1010278 nChanged 58
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Mstep: Class 1 contains 13382 members 
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Entering Unmasked Estep 
Score: -1010308.812500 Penalty: 4757.965820
	Iteration 89Q: 3 clusters Score -1010309 nChanged 55
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Mstep: Class 1 contains 13421 members 
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Entering Unmasked Estep 
Score: -1010337.812500 Penalty: 4757.965820
	Iteration 90Q: 3 clusters Score -1010338 nChanged 47
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Mstep: Class 1 contains 13466 members 
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Entering Unmasked Estep 
Score: -1010362.375000 Penalty: 4757.965820
	Iteration 91Q: 3 clusters Score -1010362 nChanged 31
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Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1010378 nChanged 23
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Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1010381.625000 Penalty: 4757.965820
	Iteration 93Q: 3 clusters Score -1010382 nChanged 15
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Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1010389.437500 Penalty: 4757.965820
	Iteration 94Q: 3 clusters Score -1010389 nChanged 12
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Mstep: Class 1 contains 13527 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1010397 nChanged 4
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Mstep: Class 1 contains 13531 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1010396 nChanged 3
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Mstep: Class 1 contains 13534 members 
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Entering Unmasked Estep 
Score: -1010399.000000 Penalty: 4757.965820
	Iteration 97Q: 3 clusters Score -1010399 nChanged 5
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Mstep: Class 1 contains 13539 members 
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Entering Unmasked Estep 
Score: -1010400.187500 Penalty: 4757.965820
	Iteration 98Q: 3 clusters Score -1010400 nChanged 6
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Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1010404.375000 Penalty: 4757.965820
	Iteration 99Q: 3 clusters Score -1010404 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1010404.687500 Penalty: 4757.965820
	Iteration 100F: 3 clusters Score -1010405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1010409.187500 Penalty: 4757.965820
	Iteration 101Q: 3 clusters Score -1010409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1010412.187500 Penalty: 4757.965820
	Iteration 102Q: 3 clusters Score -1010412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1010419.250000 Penalty: 4757.965820
	Iteration 103Q: 3 clusters Score -1010419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1010420.187500 Penalty: 4757.965820
	Iteration 104Q: 3 clusters Score -1010420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1010421.562500 Penalty: 4757.965820
	Iteration 105Q: 3 clusters Score -1010422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1010424.375000 Penalty: 4757.965820
	Iteration 106Q: 3 clusters Score -1010424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1010423.750000 Penalty: 4757.965820
	Iteration 107Q: 3 clusters Score -1010424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1010423.750000 Penalty: 4757.965820
	Iteration 108F: 3 clusters Score -1010424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Entering Unmasked Estep 
Score: -7853028.000000 Penalty: 2843.900879
	Iteration 0F: 2 clusters Score -7853028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -7788990.000000 Penalty: 5687.801758
	Iteration 0F: 3 clusters Score -7788990 nChanged 45117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -7814513.500000 Penalty: 5687.801758
	Iteration 1F: 3 clusters Score -7814514 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -7815081.000000 Penalty: 5687.801758
	Iteration 2Q: 3 clusters Score -7815081 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -7815762.500000 Penalty: 5687.801758
	Iteration 3Q: 3 clusters Score -7815762 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -7816656.000000 Penalty: 5687.801758
	Iteration 4Q: 3 clusters Score -7816656 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -7817848.000000 Penalty: 5687.801758
	Iteration 5Q: 3 clusters Score -7817848 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7819578.000000 Penalty: 5687.801758
	Iteration 6Q: 3 clusters Score -7819578 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7822210.000000 Penalty: 5687.801758
	Iteration 7Q: 3 clusters Score -7822210 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -7825845.000000 Penalty: 5687.801758
	Iteration 8F: 3 clusters Score -7825845 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -7830383.000000 Penalty: 5687.801758
	Iteration 9F: 3 clusters Score -7830383 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -7835045.000000 Penalty: 5687.801758
	Iteration 10F: 3 clusters Score -7835045 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -7838872.000000 Penalty: 5687.801758
	Iteration 11F: 3 clusters Score -7838872 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -7841092.000000 Penalty: 5687.801758
	Iteration 12Q: 3 clusters Score -7841092 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -7842224.000000 Penalty: 5687.801758
	Iteration 13Q: 3 clusters Score -7842224 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -7842864.000000 Penalty: 5687.801758
	Iteration 14Q: 3 clusters Score -7842864 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -7843300.500000 Penalty: 5687.801758
	Iteration 15Q: 3 clusters Score -7843300 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7843636.500000 Penalty: 5687.801758
	Iteration 16Q: 3 clusters Score -7843636 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -7844027.000000 Penalty: 5687.801758
	Iteration 17Q: 3 clusters Score -7844027 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7844348.500000 Penalty: 5687.801758
	Iteration 18Q: 3 clusters Score -7844348 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7844672.500000 Penalty: 5687.801758
	Iteration 19Q: 3 clusters Score -7844672 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -7845022.000000 Penalty: 5687.801758
	Iteration 20F: 3 clusters Score -7845022 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -7845418.500000 Penalty: 5687.801758
	Iteration 21Q: 3 clusters Score -7845418 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -7845764.000000 Penalty: 5687.801758
	Iteration 22Q: 3 clusters Score -7845764 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -7846093.000000 Penalty: 5687.801758
	Iteration 23Q: 3 clusters Score -7846093 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -7846419.500000 Penalty: 5687.801758
	Iteration 24Q: 3 clusters Score -7846420 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -7846735.000000 Penalty: 5687.801758
	Iteration 25Q: 3 clusters Score -7846735 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -7846980.500000 Penalty: 5687.801758
	Iteration 26Q: 3 clusters Score -7846980 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -7847248.500000 Penalty: 5687.801758
	Iteration 27Q: 3 clusters Score -7847248 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -7847510.500000 Penalty: 5687.801758
	Iteration 28Q: 3 clusters Score -7847510 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -7847832.500000 Penalty: 5687.801758
	Iteration 29Q: 3 clusters Score -7847832 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88285 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -7848158.000000 Penalty: 5687.801758
	Iteration 30Q: 3 clusters Score -7848158 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -7848423.000000 Penalty: 5687.801758
	Iteration 31Q: 3 clusters Score -7848423 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -7848643.500000 Penalty: 5687.801758
	Iteration 32Q: 3 clusters Score -7848644 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7848835.000000 Penalty: 5687.801758
	Iteration 33Q: 3 clusters Score -7848835 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -7849051.500000 Penalty: 5687.801758
	Iteration 34Q: 3 clusters Score -7849052 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7849231.000000 Penalty: 5687.801758
	Iteration 35Q: 3 clusters Score -7849231 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7849428.500000 Penalty: 5687.801758
	Iteration 36Q: 3 clusters Score -7849428 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7849618.000000 Penalty: 5687.801758
	Iteration 37Q: 3 clusters Score -7849618 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7849776.500000 Penalty: 5687.801758
	Iteration 38Q: 3 clusters Score -7849776 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7849931.000000 Penalty: 5687.801758
	Iteration 39Q: 3 clusters Score -7849931 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7850058.000000 Penalty: 5687.801758
	Iteration 40F: 3 clusters Score -7850058 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7850172.000000 Penalty: 5687.801758
	Iteration 41Q: 3 clusters Score -7850172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7850241.000000 Penalty: 5687.801758
	Iteration 42Q: 3 clusters Score -7850241 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7850320.000000 Penalty: 5687.801758
	Iteration 43Q: 3 clusters Score -7850320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93864 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7850364.500000 Penalty: 5687.801758
	Iteration 44Q: 3 clusters Score -7850364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7850402.500000 Penalty: 5687.801758
	Iteration 45Q: 3 clusters Score -7850402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7850448.500000 Penalty: 5687.801758
	Iteration 46Q: 3 clusters Score -7850448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7850482.000000 Penalty: 5687.801758
	Iteration 47Q: 3 clusters Score -7850482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7850509.500000 Penalty: 5687.801758
	Iteration 48Q: 3 clusters Score -7850510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94225 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7850523.000000 Penalty: 5687.801758
	Iteration 49Q: 3 clusters Score -7850523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7850530.000000 Penalty: 5687.801758
	Iteration 50Q: 3 clusters Score -7850530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7850559.000000 Penalty: 5687.801758
	Iteration 51Q: 3 clusters Score -7850559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7850583.000000 Penalty: 5687.801758
	Iteration 52Q: 3 clusters Score -7850583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94351 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7850596.500000 Penalty: 5687.801758
	Iteration 53Q: 3 clusters Score -7850596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7850602.500000 Penalty: 5687.801758
	Iteration 54Q: 3 clusters Score -7850602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7850612.000000 Penalty: 5687.801758
	Iteration 55Q: 3 clusters Score -7850612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7850622.000000 Penalty: 5687.801758
	Iteration 56Q: 3 clusters Score -7850622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7850626.000000 Penalty: 5687.801758
	Iteration 57Q: 3 clusters Score -7850626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7850627.000000 Penalty: 5687.801758
	Iteration 58Q: 3 clusters Score -7850627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94439 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7850627.500000 Penalty: 5687.801758
	Iteration 59Q: 3 clusters Score -7850628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7850622.500000 Penalty: 5687.801758
	Iteration 60F: 3 clusters Score -7850622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7850626.500000 Penalty: 5687.801758
	Iteration 61Q: 3 clusters Score -7850626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7850627.000000 Penalty: 5687.801758
	Iteration 62Q: 3 clusters Score -7850627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7850631.000000 Penalty: 5687.801758
	Iteration 63Q: 3 clusters Score -7850631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7850631.000000 Penalty: 5687.801758
	Iteration 64F: 3 clusters Score -7850631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Entering Unmasked Estep 
Score: -1503850.250000 Penalty: 2439.675537
	Iteration 0F: 2 clusters Score -1503850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1490617.375000 Penalty: 4879.351074
	Iteration 0F: 3 clusters Score -1490617 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1495030.625000 Penalty: 4879.351074
	Iteration 1F: 3 clusters Score -1495031 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1495419.375000 Penalty: 4879.351074
	Iteration 2F: 3 clusters Score -1495419 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1495743.875000 Penalty: 4879.351074
	Iteration 3Q: 3 clusters Score -1495744 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1496102.500000 Penalty: 4879.351074
	Iteration 4Q: 3 clusters Score -1496102 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1496498.750000 Penalty: 4879.351074
	Iteration 5Q: 3 clusters Score -1496499 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1496924.500000 Penalty: 4879.351074
	Iteration 6Q: 3 clusters Score -1496924 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1497426.500000 Penalty: 4879.351074
	Iteration 7Q: 3 clusters Score -1497426 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1498083.625000 Penalty: 4879.351074
	Iteration 8Q: 3 clusters Score -1498084 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1498804.250000 Penalty: 4879.351074
	Iteration 9Q: 3 clusters Score -1498804 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1499399.750000 Penalty: 4879.351074
	Iteration 10Q: 3 clusters Score -1499400 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1499919.375000 Penalty: 4879.351074
	Iteration 11Q: 3 clusters Score -1499919 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1500293.875000 Penalty: 4879.351074
	Iteration 12Q: 3 clusters Score -1500294 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1500604.500000 Penalty: 4879.351074
	Iteration 13Q: 3 clusters Score -1500604 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1500844.875000 Penalty: 4879.351074
	Iteration 14Q: 3 clusters Score -1500845 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1501060.750000 Penalty: 4879.351074
	Iteration 15Q: 3 clusters Score -1501061 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1501252.875000 Penalty: 4879.351074
	Iteration 16Q: 3 clusters Score -1501253 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1501432.125000 Penalty: 4879.351074
	Iteration 17Q: 3 clusters Score -1501432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1501607.625000 Penalty: 4879.351074
	Iteration 18Q: 3 clusters Score -1501608 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1501771.625000 Penalty: 4879.351074
	Iteration 19Q: 3 clusters Score -1501772 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1501905.625000 Penalty: 4879.351074
	Iteration 20F: 3 clusters Score -1501906 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1501999.500000 Penalty: 4879.351074
	Iteration 21Q: 3 clusters Score -1502000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1502062.750000 Penalty: 4879.351074
	Iteration 22Q: 3 clusters Score -1502063 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1502115.375000 Penalty: 4879.351074
	Iteration 23Q: 3 clusters Score -1502115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1502143.000000 Penalty: 4879.351074
	Iteration 24Q: 3 clusters Score -1502143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1502161.500000 Penalty: 4879.351074
	Iteration 25Q: 3 clusters Score -1502162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1502170.250000 Penalty: 4879.351074
	Iteration 26Q: 3 clusters Score -1502170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1502182.875000 Penalty: 4879.351074
	Iteration 27Q: 3 clusters Score -1502183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1502191.125000 Penalty: 4879.351074
	Iteration 28Q: 3 clusters Score -1502191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1502195.750000 Penalty: 4879.351074
	Iteration 29Q: 3 clusters Score -1502196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1502196.375000 Penalty: 4879.351074
	Iteration 30Q: 3 clusters Score -1502196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1502202.375000 Penalty: 4879.351074
	Iteration 31Q: 3 clusters Score -1502202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1502204.000000 Penalty: 4879.351074
	Iteration 32Q: 3 clusters Score -1502204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1502205.250000 Penalty: 4879.351074
	Iteration 33Q: 3 clusters Score -1502205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1502205.500000 Penalty: 4879.351074
	Iteration 34Q: 3 clusters Score -1502206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1502202.875000 Penalty: 4879.351074
	Iteration 35Q: 3 clusters Score -1502203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1502201.000000 Penalty: 4879.351074
	Iteration 36Q: 3 clusters Score -1502201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1502206.375000 Penalty: 4879.351074
	Iteration 37Q: 3 clusters Score -1502206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1502207.250000 Penalty: 4879.351074
	Iteration 38Q: 3 clusters Score -1502207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1502207.875000 Penalty: 4879.351074
	Iteration 39Q: 3 clusters Score -1502208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1502207.875000 Penalty: 4879.351074
	Iteration 40F: 3 clusters Score -1502208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (849030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849030 members 
Entering Unmasked Estep 
Score: -68543112.000000 Penalty: 3385.658691
	Iteration 0F: 2 clusters Score -6.854311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424328 members 
Mstep: Class 2 contains 424702 members 
Entering Unmasked Estep 
Score: -67976488.000000 Penalty: 6771.317383
	Iteration 0F: 3 clusters Score -6.797649e+07 nChanged 416193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425119 members 
Mstep: Class 2 contains 423911 members 
Entering Unmasked Estep 
Score: -68227472.000000 Penalty: 6771.317383
	Iteration 1F: 3 clusters Score -6.822747e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425845 members 
Mstep: Class 2 contains 423185 members 
Entering Unmasked Estep 
Score: -68228936.000000 Penalty: 6771.317383
	Iteration 2Q: 3 clusters Score -6.822894e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426771 members 
Mstep: Class 2 contains 422259 members 
Entering Unmasked Estep 
Score: -68230600.000000 Penalty: 6771.317383
	Iteration 3Q: 3 clusters Score -6.82306e+07 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428262 members 
Mstep: Class 2 contains 420768 members 
Entering Unmasked Estep 
Score: -68232776.000000 Penalty: 6771.317383
	Iteration 4Q: 3 clusters Score -6.823278e+07 nChanged 17797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430449 members 
Mstep: Class 2 contains 418581 members 
Entering Unmasked Estep 
Score: -68235400.000000 Penalty: 6771.317383
	Iteration 5Q: 3 clusters Score -6.82354e+07 nChanged 20768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433697 members 
Mstep: Class 2 contains 415333 members 
Entering Unmasked Estep 
Score: -68239968.000000 Penalty: 6771.317383
	Iteration 6Q: 3 clusters Score -6.823997e+07 nChanged 24185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438246 members 
Mstep: Class 2 contains 410784 members 
Entering Unmasked Estep 
Score: -68246440.000000 Penalty: 6771.317383
	Iteration 7Q: 3 clusters Score -6.824644e+07 nChanged 28358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444354 members 
Mstep: Class 2 contains 404676 members 
Entering Unmasked Estep 
Score: -68254720.000000 Penalty: 6771.317383
	Iteration 8Q: 3 clusters Score -6.825472e+07 nChanged 32202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452308 members 
Mstep: Class 2 contains 396722 members 
Entering Unmasked Estep 
Score: -68264936.000000 Penalty: 6771.317383
	Iteration 9Q: 3 clusters Score -6.826494e+07 nChanged 35195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462259 members 
Mstep: Class 2 contains 386771 members 
Entering Unmasked Estep 
Score: -68277208.000000 Penalty: 6771.317383
	Iteration 10Q: 3 clusters Score -6.827721e+07 nChanged 37272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474429 members 
Mstep: Class 2 contains 374601 members 
Entering Unmasked Estep 
Score: -68290712.000000 Penalty: 6771.317383
	Iteration 11Q: 3 clusters Score -6.829071e+07 nChanged 37931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489524 members 
Mstep: Class 2 contains 359506 members 
Entering Unmasked Estep 
Score: -68304856.000000 Penalty: 6771.317383
	Iteration 12Q: 3 clusters Score -6.830486e+07 nChanged 36927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508107 members 
Mstep: Class 2 contains 340923 members 
Entering Unmasked Estep 
Score: -68318296.000000 Penalty: 6771.317383
	Iteration 13Q: 3 clusters Score -6.83183e+07 nChanged 34899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530616 members 
Mstep: Class 2 contains 318414 members 
Entering Unmasked Estep 
Score: -68331728.000000 Penalty: 6771.317383
	Iteration 14Q: 3 clusters Score -6.833173e+07 nChanged 33253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557221 members 
Mstep: Class 2 contains 291809 members 
Entering Unmasked Estep 
Score: -68345408.000000 Penalty: 6771.317383
	Iteration 15Q: 3 clusters Score -6.834541e+07 nChanged 33654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587885 members 
Mstep: Class 2 contains 261145 members 
Entering Unmasked Estep 
Score: -68363592.000000 Penalty: 6771.317383
	Iteration 16Q: 3 clusters Score -6.836359e+07 nChanged 35127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621548 members 
Mstep: Class 2 contains 227482 members 
Entering Unmasked Estep 
Score: -68385168.000000 Penalty: 6771.317383
	Iteration 17Q: 3 clusters Score -6.838517e+07 nChanged 35084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655332 members 
Mstep: Class 2 contains 193698 members 
Entering Unmasked Estep 
Score: -68410424.000000 Penalty: 6771.317383
	Iteration 18Q: 3 clusters Score -6.841042e+07 nChanged 32385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686081 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -68435776.000000 Penalty: 6771.317383
	Iteration 19Q: 3 clusters Score -6.843578e+07 nChanged 27728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712097 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -68456056.000000 Penalty: 6771.317383
	Iteration 20F: 3 clusters Score -6.845606e+07 nChanged 22182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733481 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -68469928.000000 Penalty: 6771.317383
	Iteration 21Q: 3 clusters Score -6.846993e+07 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752209 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -68480736.000000 Penalty: 6771.317383
	Iteration 22Q: 3 clusters Score -6.848074e+07 nChanged 17204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769413 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -68490424.000000 Penalty: 6771.317383
	Iteration 23Q: 3 clusters Score -6.849042e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785009 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -68499584.000000 Penalty: 6771.317383
	Iteration 24Q: 3 clusters Score -6.849958e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798897 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -68508600.000000 Penalty: 6771.317383
	Iteration 25Q: 3 clusters Score -6.85086e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810856 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -68515936.000000 Penalty: 6771.317383
	Iteration 26Q: 3 clusters Score -6.851594e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820589 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -68522184.000000 Penalty: 6771.317383
	Iteration 27Q: 3 clusters Score -6.852218e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828375 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -68526872.000000 Penalty: 6771.317383
	Iteration 28Q: 3 clusters Score -6.852687e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834389 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -68530432.000000 Penalty: 6771.317383
	Iteration 29Q: 3 clusters Score -6.853043e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839012 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -68533672.000000 Penalty: 6771.317383
	Iteration 30Q: 3 clusters Score -6.853367e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842486 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -68536024.000000 Penalty: 6771.317383
	Iteration 31Q: 3 clusters Score -6.853602e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845003 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -68537488.000000 Penalty: 6771.317383
	Iteration 32Q: 3 clusters Score -6.853749e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846594 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -68538416.000000 Penalty: 6771.317383
	Iteration 33Q: 3 clusters Score -6.853842e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847465 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -68539096.000000 Penalty: 6771.317383
	Iteration 34Q: 3 clusters Score -6.85391e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847933 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -68539496.000000 Penalty: 6771.317383
	Iteration 35Q: 3 clusters Score -6.85395e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848202 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -68539688.000000 Penalty: 6771.317383
	Iteration 36Q: 3 clusters Score -6.853969e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848353 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -68539800.000000 Penalty: 6771.317383
	Iteration 37Q: 3 clusters Score -6.85398e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848421 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68539880.000000 Penalty: 6771.317383
	Iteration 38Q: 3 clusters Score -6.853988e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848471 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -68539952.000000 Penalty: 6771.317383
	Iteration 39Q: 3 clusters Score -6.853995e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848498 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -68539960.000000 Penalty: 6771.317383
	Iteration 40F: 3 clusters Score -6.853996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848516 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -68539976.000000 Penalty: 6771.317383
	Iteration 41Q: 3 clusters Score -6.853998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848535 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68539968.000000 Penalty: 6771.317383
	Iteration 42Q: 3 clusters Score -6.853997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848552 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68540008.000000 Penalty: 6771.317383
	Iteration 43Q: 3 clusters Score -6.854001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848563 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68540040.000000 Penalty: 6771.317383
	Iteration 44Q: 3 clusters Score -6.854004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848571 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68540072.000000 Penalty: 6771.317383
	Iteration 45Q: 3 clusters Score -6.854007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848581 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68540048.000000 Penalty: 6771.317383
	Iteration 46Q: 3 clusters Score -6.854005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848588 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68540080.000000 Penalty: 6771.317383
	Iteration 47Q: 3 clusters Score -6.854008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848592 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68540064.000000 Penalty: 6771.317383
	Iteration 48Q: 3 clusters Score -6.854006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848593 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68540088.000000 Penalty: 6771.317383
	Iteration 49Q: 3 clusters Score -6.854009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848594 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68540064.000000 Penalty: 6771.317383
	Iteration 50Q: 3 clusters Score -6.854006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848595 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68540072.000000 Penalty: 6771.317383
	Iteration 51Q: 3 clusters Score -6.854007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848598 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68540072.000000 Penalty: 6771.317383
	Iteration 52Q: 3 clusters Score -6.854007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848602 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68540128.000000 Penalty: 6771.317383
	Iteration 53Q: 3 clusters Score -6.854013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848606 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68540136.000000 Penalty: 6771.317383
	Iteration 54Q: 3 clusters Score -6.854014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848606 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68540120.000000 Penalty: 6771.317383
	Iteration 55Q: 3 clusters Score -6.854012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848607 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68540104.000000 Penalty: 6771.317383
	Iteration 56Q: 3 clusters Score -6.85401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848607 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68540096.000000 Penalty: 6771.317383
	Iteration 57Q: 3 clusters Score -6.85401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848607 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68540096.000000 Penalty: 6771.317383
	Iteration 58F: 3 clusters Score -6.85401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Entering Unmasked Estep 
Score: -3328664.500000 Penalty: 2633.950195
	Iteration 0F: 2 clusters Score -3328664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3300945.750000 Penalty: 5267.900391
	Iteration 0F: 3 clusters Score -3300946 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3311569.000000 Penalty: 5267.900391
	Iteration 1F: 3 clusters Score -3311569 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3312408.250000 Penalty: 5267.900391
	Iteration 2Q: 3 clusters Score -3312408 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3313349.500000 Penalty: 5267.900391
	Iteration 3Q: 3 clusters Score -3313350 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3314606.250000 Penalty: 5267.900391
	Iteration 4F: 3 clusters Score -3314606 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3316136.000000 Penalty: 5267.900391
	Iteration 5F: 3 clusters Score -3316136 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3318075.500000 Penalty: 5267.900391
	Iteration 6F: 3 clusters Score -3318076 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -3320115.500000 Penalty: 5267.900391
	Iteration 7F: 3 clusters Score -3320116 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -3321996.500000 Penalty: 5267.900391
	Iteration 8F: 3 clusters Score -3321996 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -3323496.000000 Penalty: 5267.900391
	Iteration 9Q: 3 clusters Score -3323496 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3324551.500000 Penalty: 5267.900391
	Iteration 10Q: 3 clusters Score -3324552 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -3325193.000000 Penalty: 5267.900391
	Iteration 11Q: 3 clusters Score -3325193 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -3325560.750000 Penalty: 5267.900391
	Iteration 12Q: 3 clusters Score -3325561 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -3325776.500000 Penalty: 5267.900391
	Iteration 13Q: 3 clusters Score -3325776 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -3325949.500000 Penalty: 5267.900391
	Iteration 14Q: 3 clusters Score -3325950 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -3326066.000000 Penalty: 5267.900391
	Iteration 15Q: 3 clusters Score -3326066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -3326141.250000 Penalty: 5267.900391
	Iteration 16Q: 3 clusters Score -3326141 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -3326202.000000 Penalty: 5267.900391
	Iteration 17Q: 3 clusters Score -3326202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -3326241.750000 Penalty: 5267.900391
	Iteration 18Q: 3 clusters Score -3326242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -3326286.250000 Penalty: 5267.900391
	Iteration 19Q: 3 clusters Score -3326286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -3326317.250000 Penalty: 5267.900391
	Iteration 20F: 3 clusters Score -3326317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -3326335.000000 Penalty: 5267.900391
	Iteration 21Q: 3 clusters Score -3326335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -3326357.500000 Penalty: 5267.900391
	Iteration 22Q: 3 clusters Score -3326358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -3326382.250000 Penalty: 5267.900391
	Iteration 23Q: 3 clusters Score -3326382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -3326392.750000 Penalty: 5267.900391
	Iteration 24Q: 3 clusters Score -3326393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -3326404.750000 Penalty: 5267.900391
	Iteration 25Q: 3 clusters Score -3326405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -3326423.000000 Penalty: 5267.900391
	Iteration 26Q: 3 clusters Score -3326423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -3326421.000000 Penalty: 5267.900391
	Iteration 27Q: 3 clusters Score -3326421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -3326434.000000 Penalty: 5267.900391
	Iteration 28Q: 3 clusters Score -3326434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -3326440.750000 Penalty: 5267.900391
	Iteration 29Q: 3 clusters Score -3326441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -3326453.250000 Penalty: 5267.900391
	Iteration 30Q: 3 clusters Score -3326453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -3326463.500000 Penalty: 5267.900391
	Iteration 31Q: 3 clusters Score -3326464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -3326465.750000 Penalty: 5267.900391
	Iteration 32Q: 3 clusters Score -3326466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -3326471.500000 Penalty: 5267.900391
	Iteration 33Q: 3 clusters Score -3326472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -3326474.250000 Penalty: 5267.900391
	Iteration 34Q: 3 clusters Score -3326474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -3326487.750000 Penalty: 5267.900391
	Iteration 35Q: 3 clusters Score -3326488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -3326491.750000 Penalty: 5267.900391
	Iteration 36Q: 3 clusters Score -3326492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -3326492.500000 Penalty: 5267.900391
	Iteration 37Q: 3 clusters Score -3326492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -3326501.500000 Penalty: 5267.900391
	Iteration 38Q: 3 clusters Score -3326502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -3326504.000000 Penalty: 5267.900391
	Iteration 39Q: 3 clusters Score -3326504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -3326504.500000 Penalty: 5267.900391
	Iteration 40F: 3 clusters Score -3326504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -3326506.750000 Penalty: 5267.900391
	Iteration 41Q: 3 clusters Score -3326507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -3326515.250000 Penalty: 5267.900391
	Iteration 42Q: 3 clusters Score -3326515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -3326511.750000 Penalty: 5267.900391
	Iteration 43Q: 3 clusters Score -3326512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -3326516.250000 Penalty: 5267.900391
	Iteration 44Q: 3 clusters Score -3326516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -3326510.250000 Penalty: 5267.900391
	Iteration 45Q: 3 clusters Score -3326510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -3326514.000000 Penalty: 5267.900391
	Iteration 46Q: 3 clusters Score -3326514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -3326515.750000 Penalty: 5267.900391
	Iteration 47Q: 3 clusters Score -3326516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -3326516.500000 Penalty: 5267.900391
	Iteration 48Q: 3 clusters Score -3326516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -3326519.500000 Penalty: 5267.900391
	Iteration 49Q: 3 clusters Score -3326520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -3326521.250000 Penalty: 5267.900391
	Iteration 50Q: 3 clusters Score -3326521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -3326523.000000 Penalty: 5267.900391
	Iteration 51Q: 3 clusters Score -3326523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -3326518.500000 Penalty: 5267.900391
	Iteration 52Q: 3 clusters Score -3326518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -3326517.250000 Penalty: 5267.900391
	Iteration 53Q: 3 clusters Score -3326517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -3326514.500000 Penalty: 5267.900391
	Iteration 54Q: 3 clusters Score -3326514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -3326515.500000 Penalty: 5267.900391
	Iteration 55Q: 3 clusters Score -3326516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -3326520.250000 Penalty: 5267.900391
	Iteration 56Q: 3 clusters Score -3326520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -3326520.500000 Penalty: 5267.900391
	Iteration 57Q: 3 clusters Score -3326520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -3326521.000000 Penalty: 5267.900391
	Iteration 58Q: 3 clusters Score -3326521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -3326519.750000 Penalty: 5267.900391
	Iteration 59Q: 3 clusters Score -3326520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -3326520.750000 Penalty: 5267.900391
	Iteration 60F: 3 clusters Score -3326521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (286528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286528 members 
Entering Unmasked Estep 
Score: -23131024.000000 Penalty: 3116.266846
	Iteration 0F: 2 clusters Score -2.313102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -22938736.000000 Penalty: 6232.533691
	Iteration 0F: 3 clusters Score -2.293874e+07 nChanged 138498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141031 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -23019986.000000 Penalty: 6232.533691
	Iteration 1F: 3 clusters Score -2.301999e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139658 members 
Mstep: Class 2 contains 146870 members 
Entering Unmasked Estep 
Score: -23021512.000000 Penalty: 6232.533691
	Iteration 2Q: 3 clusters Score -2.302151e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137445 members 
Mstep: Class 2 contains 149083 members 
Entering Unmasked Estep 
Score: -23023762.000000 Penalty: 6232.533691
	Iteration 3Q: 3 clusters Score -2.302376e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 152595 members 
Entering Unmasked Estep 
Score: -23026938.000000 Penalty: 6232.533691
	Iteration 4Q: 3 clusters Score -2.302694e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128630 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -23032342.000000 Penalty: 6232.533691
	Iteration 5Q: 3 clusters Score -2.303234e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121216 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -23040306.000000 Penalty: 6232.533691
	Iteration 6F: 3 clusters Score -2.304031e+07 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111832 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -23052282.000000 Penalty: 6232.533691
	Iteration 7F: 3 clusters Score -2.305228e+07 nChanged 18838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 184636 members 
Entering Unmasked Estep 
Score: -23066050.000000 Penalty: 6232.533691
	Iteration 8F: 3 clusters Score -2.306605e+07 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 193142 members 
Entering Unmasked Estep 
Score: -23079320.000000 Penalty: 6232.533691
	Iteration 9F: 3 clusters Score -2.307932e+07 nChanged 15115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 199539 members 
Entering Unmasked Estep 
Score: -23088426.000000 Penalty: 6232.533691
	Iteration 10F: 3 clusters Score -2.308843e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 204671 members 
Entering Unmasked Estep 
Score: -23092886.000000 Penalty: 6232.533691
	Iteration 11Q: 3 clusters Score -2.309289e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 209464 members 
Entering Unmasked Estep 
Score: -23095352.000000 Penalty: 6232.533691
	Iteration 12Q: 3 clusters Score -2.309535e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 214135 members 
Entering Unmasked Estep 
Score: -23097110.000000 Penalty: 6232.533691
	Iteration 13Q: 3 clusters Score -2.309711e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 218967 members 
Entering Unmasked Estep 
Score: -23098776.000000 Penalty: 6232.533691
	Iteration 14Q: 3 clusters Score -2.309878e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 223943 members 
Entering Unmasked Estep 
Score: -23100362.000000 Penalty: 6232.533691
	Iteration 15Q: 3 clusters Score -2.310036e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 229077 members 
Entering Unmasked Estep 
Score: -23102622.000000 Penalty: 6232.533691
	Iteration 16Q: 3 clusters Score -2.310262e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 234231 members 
Entering Unmasked Estep 
Score: -23104866.000000 Penalty: 6232.533691
	Iteration 17Q: 3 clusters Score -2.310487e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 239463 members 
Entering Unmasked Estep 
Score: -23107090.000000 Penalty: 6232.533691
	Iteration 18Q: 3 clusters Score -2.310709e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 244692 members 
Entering Unmasked Estep 
Score: -23109274.000000 Penalty: 6232.533691
	Iteration 19Q: 3 clusters Score -2.310927e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 249795 members 
Entering Unmasked Estep 
Score: -23111832.000000 Penalty: 6232.533691
	Iteration 20F: 3 clusters Score -2.311183e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 254640 members 
Entering Unmasked Estep 
Score: -23114196.000000 Penalty: 6232.533691
	Iteration 21Q: 3 clusters Score -2.31142e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 259052 members 
Entering Unmasked Estep 
Score: -23116456.000000 Penalty: 6232.533691
	Iteration 22Q: 3 clusters Score -2.311646e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 262988 members 
Entering Unmasked Estep 
Score: -23118540.000000 Penalty: 6232.533691
	Iteration 23Q: 3 clusters Score -2.311854e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 266507 members 
Entering Unmasked Estep 
Score: -23120432.000000 Penalty: 6232.533691
	Iteration 24Q: 3 clusters Score -2.312043e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 269571 members 
Entering Unmasked Estep 
Score: -23121964.000000 Penalty: 6232.533691
	Iteration 25Q: 3 clusters Score -2.312196e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 272204 members 
Entering Unmasked Estep 
Score: -23123118.000000 Penalty: 6232.533691
	Iteration 26Q: 3 clusters Score -2.312312e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 274489 members 
Entering Unmasked Estep 
Score: -23124208.000000 Penalty: 6232.533691
	Iteration 27Q: 3 clusters Score -2.312421e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 276395 members 
Entering Unmasked Estep 
Score: -23125088.000000 Penalty: 6232.533691
	Iteration 28Q: 3 clusters Score -2.312509e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 277978 members 
Entering Unmasked Estep 
Score: -23125874.000000 Penalty: 6232.533691
	Iteration 29Q: 3 clusters Score -2.312587e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 279273 members 
Entering Unmasked Estep 
Score: -23126464.000000 Penalty: 6232.533691
	Iteration 30Q: 3 clusters Score -2.312646e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 280335 members 
Entering Unmasked Estep 
Score: -23126950.000000 Penalty: 6232.533691
	Iteration 31Q: 3 clusters Score -2.312695e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 281191 members 
Entering Unmasked Estep 
Score: -23127262.000000 Penalty: 6232.533691
	Iteration 32Q: 3 clusters Score -2.312726e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 281913 members 
Entering Unmasked Estep 
Score: -23127612.000000 Penalty: 6232.533691
	Iteration 33Q: 3 clusters Score -2.312761e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 282496 members 
Entering Unmasked Estep 
Score: -23127860.000000 Penalty: 6232.533691
	Iteration 34Q: 3 clusters Score -2.312786e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 282959 members 
Entering Unmasked Estep 
Score: -23128002.000000 Penalty: 6232.533691
	Iteration 35Q: 3 clusters Score -2.3128e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 283312 members 
Entering Unmasked Estep 
Score: -23128154.000000 Penalty: 6232.533691
	Iteration 36Q: 3 clusters Score -2.312815e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 283580 members 
Entering Unmasked Estep 
Score: -23128200.000000 Penalty: 6232.533691
	Iteration 37Q: 3 clusters Score -2.31282e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 283810 members 
Entering Unmasked Estep 
Score: -23128286.000000 Penalty: 6232.533691
	Iteration 38Q: 3 clusters Score -2.312829e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 283977 members 
Entering Unmasked Estep 
Score: -23128404.000000 Penalty: 6232.533691
	Iteration 39Q: 3 clusters Score -2.31284e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 284129 members 
Entering Unmasked Estep 
Score: -23128504.000000 Penalty: 6232.533691
	Iteration 40F: 3 clusters Score -2.31285e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 284251 members 
Entering Unmasked Estep 
Score: -23128508.000000 Penalty: 6232.533691
	Iteration 41Q: 3 clusters Score -2.312851e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 284342 members 
Entering Unmasked Estep 
Score: -23128528.000000 Penalty: 6232.533691
	Iteration 42Q: 3 clusters Score -2.312853e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 284407 members 
Entering Unmasked Estep 
Score: -23128528.000000 Penalty: 6232.533691
	Iteration 43Q: 3 clusters Score -2.312853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 284464 members 
Entering Unmasked Estep 
Score: -23128554.000000 Penalty: 6232.533691
	Iteration 44Q: 3 clusters Score -2.312855e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 284525 members 
Entering Unmasked Estep 
Score: -23128568.000000 Penalty: 6232.533691
	Iteration 45Q: 3 clusters Score -2.312857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 284579 members 
Entering Unmasked Estep 
Score: -23128606.000000 Penalty: 6232.533691
	Iteration 46Q: 3 clusters Score -2.312861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 284619 members 
Entering Unmasked Estep 
Score: -23128606.000000 Penalty: 6232.533691
	Iteration 47Q: 3 clusters Score -2.312861e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 284653 members 
Entering Unmasked Estep 
Score: -23128612.000000 Penalty: 6232.533691
	Iteration 48Q: 3 clusters Score -2.312861e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 284693 members 
Entering Unmasked Estep 
Score: -23128634.000000 Penalty: 6232.533691
	Iteration 49Q: 3 clusters Score -2.312863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 284719 members 
Entering Unmasked Estep 
Score: -23128656.000000 Penalty: 6232.533691
	Iteration 50Q: 3 clusters Score -2.312866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 284741 members 
Entering Unmasked Estep 
Score: -23128660.000000 Penalty: 6232.533691
	Iteration 51Q: 3 clusters Score -2.312866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 284767 members 
Entering Unmasked Estep 
Score: -23128632.000000 Penalty: 6232.533691
	Iteration 52Q: 3 clusters Score -2.312863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 284776 members 
Entering Unmasked Estep 
Score: -23128638.000000 Penalty: 6232.533691
	Iteration 53Q: 3 clusters Score -2.312864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 284786 members 
Entering Unmasked Estep 
Score: -23128656.000000 Penalty: 6232.533691
	Iteration 54Q: 3 clusters Score -2.312866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 284797 members 
Entering Unmasked Estep 
Score: -23128668.000000 Penalty: 6232.533691
	Iteration 55Q: 3 clusters Score -2.312867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 284808 members 
Entering Unmasked Estep 
Score: -23128680.000000 Penalty: 6232.533691
	Iteration 56Q: 3 clusters Score -2.312868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 284824 members 
Entering Unmasked Estep 
Score: -23128664.000000 Penalty: 6232.533691
	Iteration 57Q: 3 clusters Score -2.312866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 284833 members 
Entering Unmasked Estep 
Score: -23128670.000000 Penalty: 6232.533691
	Iteration 58Q: 3 clusters Score -2.312867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 284846 members 
Entering Unmasked Estep 
Score: -23128668.000000 Penalty: 6232.533691
	Iteration 59Q: 3 clusters Score -2.312867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 284860 members 
Entering Unmasked Estep 
Score: -23128670.000000 Penalty: 6232.533691
	Iteration 60F: 3 clusters Score -2.312867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 284874 members 
Entering Unmasked Estep 
Score: -23128702.000000 Penalty: 6232.533691
	Iteration 61Q: 3 clusters Score -2.31287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 284883 members 
Entering Unmasked Estep 
Score: -23128714.000000 Penalty: 6232.533691
	Iteration 62Q: 3 clusters Score -2.312871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 284894 members 
Entering Unmasked Estep 
Score: -23128710.000000 Penalty: 6232.533691
	Iteration 63Q: 3 clusters Score -2.312871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 284902 members 
Entering Unmasked Estep 
Score: -23128716.000000 Penalty: 6232.533691
	Iteration 64Q: 3 clusters Score -2.312872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 284907 members 
Entering Unmasked Estep 
Score: -23128722.000000 Penalty: 6232.533691
	Iteration 65Q: 3 clusters Score -2.312872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 284914 members 
Entering Unmasked Estep 
Score: -23128720.000000 Penalty: 6232.533691
	Iteration 66Q: 3 clusters Score -2.312872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 284921 members 
Entering Unmasked Estep 
Score: -23128718.000000 Penalty: 6232.533691
	Iteration 67Q: 3 clusters Score -2.312872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 284923 members 
Entering Unmasked Estep 
Score: -23128720.000000 Penalty: 6232.533691
	Iteration 68Q: 3 clusters Score -2.312872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 284926 members 
Entering Unmasked Estep 
Score: -23128724.000000 Penalty: 6232.533691
	Iteration 69Q: 3 clusters Score -2.312872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 284927 members 
Entering Unmasked Estep 
Score: -23128726.000000 Penalty: 6232.533691
	Iteration 70Q: 3 clusters Score -2.312873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 284929 members 
Entering Unmasked Estep 
Score: -23128728.000000 Penalty: 6232.533691
	Iteration 71Q: 3 clusters Score -2.312873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 284931 members 
Entering Unmasked Estep 
Score: -23128724.000000 Penalty: 6232.533691
	Iteration 72Q: 3 clusters Score -2.312872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 284933 members 
Entering Unmasked Estep 
Score: -23128716.000000 Penalty: 6232.533691
	Iteration 73Q: 3 clusters Score -2.312872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 284937 members 
Entering Unmasked Estep 
Score: -23128718.000000 Penalty: 6232.533691
	Iteration 74Q: 3 clusters Score -2.312872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 284945 members 
Entering Unmasked Estep 
Score: -23128716.000000 Penalty: 6232.533691
	Iteration 75Q: 3 clusters Score -2.312872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 284950 members 
Entering Unmasked Estep 
Score: -23128722.000000 Penalty: 6232.533691
	Iteration 76Q: 3 clusters Score -2.312872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 284957 members 
Entering Unmasked Estep 
Score: -23128700.000000 Penalty: 6232.533691
	Iteration 77Q: 3 clusters Score -2.31287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 284964 members 
Entering Unmasked Estep 
Score: -23128704.000000 Penalty: 6232.533691
	Iteration 78Q: 3 clusters Score -2.31287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 284970 members 
Entering Unmasked Estep 
Score: -23128698.000000 Penalty: 6232.533691
	Iteration 79Q: 3 clusters Score -2.31287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 284976 members 
Entering Unmasked Estep 
Score: -23128692.000000 Penalty: 6232.533691
	Iteration 80F: 3 clusters Score -2.312869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 284987 members 
Entering Unmasked Estep 
Score: -23128698.000000 Penalty: 6232.533691
	Iteration 81Q: 3 clusters Score -2.31287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 284999 members 
Entering Unmasked Estep 
Score: -23128698.000000 Penalty: 6232.533691
	Iteration 82Q: 3 clusters Score -2.31287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 285010 members 
Entering Unmasked Estep 
Score: -23128714.000000 Penalty: 6232.533691
	Iteration 83Q: 3 clusters Score -2.312871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 285018 members 
Entering Unmasked Estep 
Score: -23128696.000000 Penalty: 6232.533691
	Iteration 84Q: 3 clusters Score -2.31287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 285023 members 
Entering Unmasked Estep 
Score: -23128702.000000 Penalty: 6232.533691
	Iteration 85Q: 3 clusters Score -2.31287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 285028 members 
Entering Unmasked Estep 
Score: -23128706.000000 Penalty: 6232.533691
	Iteration 86Q: 3 clusters Score -2.312871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 285032 members 
Entering Unmasked Estep 
Score: -23128698.000000 Penalty: 6232.533691
	Iteration 87Q: 3 clusters Score -2.31287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 285033 members 
Entering Unmasked Estep 
Score: -23128704.000000 Penalty: 6232.533691
	Iteration 88Q: 3 clusters Score -2.31287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 285038 members 
Entering Unmasked Estep 
Score: -23128714.000000 Penalty: 6232.533691
	Iteration 89Q: 3 clusters Score -2.312871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 285043 members 
Entering Unmasked Estep 
Score: -23128708.000000 Penalty: 6232.533691
	Iteration 90Q: 3 clusters Score -2.312871e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 285046 members 
Entering Unmasked Estep 
Score: -23128722.000000 Penalty: 6232.533691
	Iteration 91Q: 3 clusters Score -2.312872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 285051 members 
Entering Unmasked Estep 
Score: -23128714.000000 Penalty: 6232.533691
	Iteration 92Q: 3 clusters Score -2.312871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 285054 members 
Entering Unmasked Estep 
Score: -23128722.000000 Penalty: 6232.533691
	Iteration 93Q: 3 clusters Score -2.312872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 285055 members 
Entering Unmasked Estep 
Score: -23128708.000000 Penalty: 6232.533691
	Iteration 94Q: 3 clusters Score -2.312871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 285056 members 
Entering Unmasked Estep 
Score: -23128712.000000 Penalty: 6232.533691
	Iteration 95Q: 3 clusters Score -2.312871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 285056 members 
Entering Unmasked Estep 
Score: -23128712.000000 Penalty: 6232.533691
	Iteration 96F: 3 clusters Score -2.312871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -392816.156250 Penalty: 2119.401855
	Iteration 0F: 2 clusters Score -392816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -388199.343750 Penalty: 4238.803711
	Iteration 0F: 3 clusters Score -388199.3 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -389438.781250 Penalty: 4238.803711
	Iteration 1F: 3 clusters Score -389438.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -389843.281250 Penalty: 4238.803711
	Iteration 2F: 3 clusters Score -389843.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -390510.281250 Penalty: 4238.803711
	Iteration 3F: 3 clusters Score -390510.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -391462.125000 Penalty: 4238.803711
	Iteration 4F: 3 clusters Score -391462.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -392355.937500 Penalty: 4238.803711
	Iteration 5F: 3 clusters Score -392355.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -392777.000000 Penalty: 4238.803711
	Iteration 6F: 3 clusters Score -392777 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -392906.062500 Penalty: 4238.803711
	Iteration 7Q: 3 clusters Score -392906.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -392951.000000 Penalty: 4238.803711
	Iteration 8Q: 3 clusters Score -392951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -392972.843750 Penalty: 4238.803711
	Iteration 9Q: 3 clusters Score -392972.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -392986.250000 Penalty: 4238.803711
	Iteration 10Q: 3 clusters Score -392986.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -392994.875000 Penalty: 4238.803711
	Iteration 11Q: 3 clusters Score -392994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -392998.968750 Penalty: 4238.803711
	Iteration 12Q: 3 clusters Score -392999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -393000.156250 Penalty: 4238.803711
	Iteration 13Q: 3 clusters Score -393000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -392999.843750 Penalty: 4238.803711
	Iteration 14Q: 3 clusters Score -392999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -393000.812500 Penalty: 4238.803711
	Iteration 15Q: 3 clusters Score -393000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -393002.562500 Penalty: 4238.803711
	Iteration 16Q: 3 clusters Score -393002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -393002.218750 Penalty: 4238.803711
	Iteration 17Q: 3 clusters Score -393002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -393003.156250 Penalty: 4238.803711
	Iteration 18Q: 3 clusters Score -393003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -393003.062500 Penalty: 4238.803711
	Iteration 19Q: 3 clusters Score -393003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -393003.437500 Penalty: 4238.803711
	Iteration 20F: 3 clusters Score -393003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -393003.343750 Penalty: 4238.803711
	Iteration 21Q: 3 clusters Score -393003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -393003.937500 Penalty: 4238.803711
	Iteration 22Q: 3 clusters Score -393003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -393003.937500 Penalty: 4238.803711
	Iteration 23F: 3 clusters Score -393003.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 95544 members 
Mstep: Class 8 contains 18721 members 
Mstep: Class 9 contains 849030 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 286528 members 
Mstep: Class 12 contains 4142 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38124 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52291 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 21 contains 18932 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 8016 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 7903 members 
Mstep: Class 28 contains 1004 members 
Entering Unmasked Estep 
Score: -142766416.000000 Penalty: 100099.648438
Splitting cluster 12 changes total score from -142766928.000000 to -142766416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (23602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Entering Unmasked Estep 
Score: -1843600.875000 Penalty: 2497.133545
	Iteration 0F: 2 clusters Score -1843601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1827195.875000 Penalty: 4994.267090
	Iteration 0F: 3 clusters Score -1827196 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1832987.125000 Penalty: 4994.267090
	Iteration 1F: 3 clusters Score -1832987 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1833579.250000 Penalty: 4994.267090
	Iteration 2F: 3 clusters Score -1833579 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1834231.625000 Penalty: 4994.267090
	Iteration 3F: 3 clusters Score -1834232 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1834971.500000 Penalty: 4994.267090
	Iteration 4F: 3 clusters Score -1834972 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1835753.250000 Penalty: 4994.267090
	Iteration 5F: 3 clusters Score -1835753 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1836539.500000 Penalty: 4994.267090
	Iteration 6F: 3 clusters Score -1836540 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1837364.500000 Penalty: 4994.267090
	Iteration 7F: 3 clusters Score -1837364 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1838200.375000 Penalty: 4994.267090
	Iteration 8F: 3 clusters Score -1838200 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1839182.000000 Penalty: 4994.267090
	Iteration 9Q: 3 clusters Score -1839182 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1840036.750000 Penalty: 4994.267090
	Iteration 10Q: 3 clusters Score -1840037 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1840605.750000 Penalty: 4994.267090
	Iteration 11Q: 3 clusters Score -1840606 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1840931.875000 Penalty: 4994.267090
	Iteration 12Q: 3 clusters Score -1840932 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1841121.625000 Penalty: 4994.267090
	Iteration 13Q: 3 clusters Score -1841122 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1841262.000000 Penalty: 4994.267090
	Iteration 14Q: 3 clusters Score -1841262 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1841382.625000 Penalty: 4994.267090
	Iteration 15Q: 3 clusters Score -1841383 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1841474.250000 Penalty: 4994.267090
	Iteration 16Q: 3 clusters Score -1841474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1841549.000000 Penalty: 4994.267090
	Iteration 17Q: 3 clusters Score -1841549 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1841630.500000 Penalty: 4994.267090
	Iteration 18Q: 3 clusters Score -1841630 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1841691.250000 Penalty: 4994.267090
	Iteration 19Q: 3 clusters Score -1841691 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1841755.000000 Penalty: 4994.267090
	Iteration 20F: 3 clusters Score -1841755 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1841814.375000 Penalty: 4994.267090
	Iteration 21Q: 3 clusters Score -1841814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1841869.250000 Penalty: 4994.267090
	Iteration 22Q: 3 clusters Score -1841869 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1841921.500000 Penalty: 4994.267090
	Iteration 23Q: 3 clusters Score -1841922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1841953.250000 Penalty: 4994.267090
	Iteration 24Q: 3 clusters Score -1841953 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1841995.875000 Penalty: 4994.267090
	Iteration 25Q: 3 clusters Score -1841996 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1842022.000000 Penalty: 4994.267090
	Iteration 26Q: 3 clusters Score -1842022 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1842066.000000 Penalty: 4994.267090
	Iteration 27Q: 3 clusters Score -1842066 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1842095.875000 Penalty: 4994.267090
	Iteration 28Q: 3 clusters Score -1842096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1842121.625000 Penalty: 4994.267090
	Iteration 29Q: 3 clusters Score -1842122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1842144.875000 Penalty: 4994.267090
	Iteration 30Q: 3 clusters Score -1842145 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1842168.625000 Penalty: 4994.267090
	Iteration 31Q: 3 clusters Score -1842169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1842187.375000 Penalty: 4994.267090
	Iteration 32Q: 3 clusters Score -1842187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1842194.375000 Penalty: 4994.267090
	Iteration 33Q: 3 clusters Score -1842194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1842203.375000 Penalty: 4994.267090
	Iteration 34Q: 3 clusters Score -1842203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1842213.625000 Penalty: 4994.267090
	Iteration 35Q: 3 clusters Score -1842214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1842227.875000 Penalty: 4994.267090
	Iteration 36Q: 3 clusters Score -1842228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1842239.000000 Penalty: 4994.267090
	Iteration 37Q: 3 clusters Score -1842239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1842248.750000 Penalty: 4994.267090
	Iteration 38Q: 3 clusters Score -1842249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1842250.750000 Penalty: 4994.267090
	Iteration 39Q: 3 clusters Score -1842251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1842255.875000 Penalty: 4994.267090
	Iteration 40F: 3 clusters Score -1842256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1842258.875000 Penalty: 4994.267090
	Iteration 41Q: 3 clusters Score -1842259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1842260.375000 Penalty: 4994.267090
	Iteration 42Q: 3 clusters Score -1842260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1842264.125000 Penalty: 4994.267090
	Iteration 43Q: 3 clusters Score -1842264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1842265.750000 Penalty: 4994.267090
	Iteration 44Q: 3 clusters Score -1842266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1842269.125000 Penalty: 4994.267090
	Iteration 45Q: 3 clusters Score -1842269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1842270.875000 Penalty: 4994.267090
	Iteration 46Q: 3 clusters Score -1842271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1842270.375000 Penalty: 4994.267090
	Iteration 47Q: 3 clusters Score -1842270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1842269.125000 Penalty: 4994.267090
	Iteration 48Q: 3 clusters Score -1842269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1842274.125000 Penalty: 4994.267090
	Iteration 49Q: 3 clusters Score -1842274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1842277.625000 Penalty: 4994.267090
	Iteration 50Q: 3 clusters Score -1842278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1842278.875000 Penalty: 4994.267090
	Iteration 51Q: 3 clusters Score -1842279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1842286.625000 Penalty: 4994.267090
	Iteration 52Q: 3 clusters Score -1842287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1842289.875000 Penalty: 4994.267090
	Iteration 53Q: 3 clusters Score -1842290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1842291.875000 Penalty: 4994.267090
	Iteration 54Q: 3 clusters Score -1842292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1842294.875000 Penalty: 4994.267090
	Iteration 55Q: 3 clusters Score -1842295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1842294.250000 Penalty: 4994.267090
	Iteration 56Q: 3 clusters Score -1842294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1842294.125000 Penalty: 4994.267090
	Iteration 57Q: 3 clusters Score -1842294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1842294.250000 Penalty: 4994.267090
	Iteration 58Q: 3 clusters Score -1842294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1842290.750000 Penalty: 4994.267090
	Iteration 59Q: 3 clusters Score -1842291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1842291.625000 Penalty: 4994.267090
	Iteration 60F: 3 clusters Score -1842292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1842296.000000 Penalty: 4994.267090
	Iteration 61Q: 3 clusters Score -1842296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1842293.125000 Penalty: 4994.267090
	Iteration 62Q: 3 clusters Score -1842293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1842291.375000 Penalty: 4994.267090
	Iteration 63Q: 3 clusters Score -1842291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1842293.875000 Penalty: 4994.267090
	Iteration 64Q: 3 clusters Score -1842294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1842293.625000 Penalty: 4994.267090
	Iteration 65Q: 3 clusters Score -1842294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1842293.625000 Penalty: 4994.267090
	Iteration 66F: 3 clusters Score -1842294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Entering Unmasked Estep 
Score: -672162.812500 Penalty: 2247.365234
	Iteration 0F: 2 clusters Score -672162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -665336.187500 Penalty: 4494.730469
	Iteration 0F: 3 clusters Score -665336.2 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -667212.375000 Penalty: 4494.730469
	Iteration 1F: 3 clusters Score -667212.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -667438.812500 Penalty: 4494.730469
	Iteration 2F: 3 clusters Score -667438.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -667611.062500 Penalty: 4494.730469
	Iteration 3Q: 3 clusters Score -667611.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -667763.687500 Penalty: 4494.730469
	Iteration 4Q: 3 clusters Score -667763.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -667923.562500 Penalty: 4494.730469
	Iteration 5Q: 3 clusters Score -667923.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -668092.062500 Penalty: 4494.730469
	Iteration 6Q: 3 clusters Score -668092.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -668283.312500 Penalty: 4494.730469
	Iteration 7Q: 3 clusters Score -668283.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -668520.437500 Penalty: 4494.730469
	Iteration 8Q: 3 clusters Score -668520.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -668780.125000 Penalty: 4494.730469
	Iteration 9Q: 3 clusters Score -668780.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -669035.687500 Penalty: 4494.730469
	Iteration 10Q: 3 clusters Score -669035.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -669288.375000 Penalty: 4494.730469
	Iteration 11Q: 3 clusters Score -669288.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -669535.187500 Penalty: 4494.730469
	Iteration 12Q: 3 clusters Score -669535.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -669728.375000 Penalty: 4494.730469
	Iteration 13Q: 3 clusters Score -669728.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -669883.062500 Penalty: 4494.730469
	Iteration 14Q: 3 clusters Score -669883.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -670024.562500 Penalty: 4494.730469
	Iteration 15Q: 3 clusters Score -670024.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -670136.562500 Penalty: 4494.730469
	Iteration 16Q: 3 clusters Score -670136.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -670210.437500 Penalty: 4494.730469
	Iteration 17Q: 3 clusters Score -670210.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -670267.812500 Penalty: 4494.730469
	Iteration 18Q: 3 clusters Score -670267.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -670308.375000 Penalty: 4494.730469
	Iteration 19Q: 3 clusters Score -670308.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -670334.000000 Penalty: 4494.730469
	Iteration 20F: 3 clusters Score -670334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -670355.500000 Penalty: 4494.730469
	Iteration 21Q: 3 clusters Score -670355.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -670373.000000 Penalty: 4494.730469
	Iteration 22Q: 3 clusters Score -670373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -670393.312500 Penalty: 4494.730469
	Iteration 23Q: 3 clusters Score -670393.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -670404.937500 Penalty: 4494.730469
	Iteration 24Q: 3 clusters Score -670404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -670412.875000 Penalty: 4494.730469
	Iteration 25Q: 3 clusters Score -670412.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -670421.562500 Penalty: 4494.730469
	Iteration 26Q: 3 clusters Score -670421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -670430.812500 Penalty: 4494.730469
	Iteration 27Q: 3 clusters Score -670430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -670437.062500 Penalty: 4494.730469
	Iteration 28Q: 3 clusters Score -670437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -670436.625000 Penalty: 4494.730469
	Iteration 29Q: 3 clusters Score -670436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -670438.750000 Penalty: 4494.730469
	Iteration 30Q: 3 clusters Score -670438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -670438.750000 Penalty: 4494.730469
	Iteration 31F: 3 clusters Score -670438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Entering Unmasked Estep 
Score: -2922158.000000 Penalty: 2616.052734
	Iteration 0F: 2 clusters Score -2922158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2896303.000000 Penalty: 5232.105469
	Iteration 0F: 3 clusters Score -2896303 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2905984.750000 Penalty: 5232.105469
	Iteration 1F: 3 clusters Score -2905985 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2906607.250000 Penalty: 5232.105469
	Iteration 2Q: 3 clusters Score -2906607 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2907245.250000 Penalty: 5232.105469
	Iteration 3Q: 3 clusters Score -2907245 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2908021.000000 Penalty: 5232.105469
	Iteration 4Q: 3 clusters Score -2908021 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2908924.750000 Penalty: 5232.105469
	Iteration 5Q: 3 clusters Score -2908925 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2910190.250000 Penalty: 5232.105469
	Iteration 6F: 3 clusters Score -2910190 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2911796.500000 Penalty: 5232.105469
	Iteration 7F: 3 clusters Score -2911796 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2913724.250000 Penalty: 5232.105469
	Iteration 8F: 3 clusters Score -2913724 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2915791.250000 Penalty: 5232.105469
	Iteration 9F: 3 clusters Score -2915791 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2917472.500000 Penalty: 5232.105469
	Iteration 10F: 3 clusters Score -2917472 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2918539.250000 Penalty: 5232.105469
	Iteration 11Q: 3 clusters Score -2918539 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2919130.000000 Penalty: 5232.105469
	Iteration 12Q: 3 clusters Score -2919130 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2919467.000000 Penalty: 5232.105469
	Iteration 13Q: 3 clusters Score -2919467 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2919675.000000 Penalty: 5232.105469
	Iteration 14Q: 3 clusters Score -2919675 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2919792.750000 Penalty: 5232.105469
	Iteration 15Q: 3 clusters Score -2919793 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2919915.000000 Penalty: 5232.105469
	Iteration 16Q: 3 clusters Score -2919915 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2919979.750000 Penalty: 5232.105469
	Iteration 17Q: 3 clusters Score -2919980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2920029.250000 Penalty: 5232.105469
	Iteration 18Q: 3 clusters Score -2920029 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2920082.750000 Penalty: 5232.105469
	Iteration 19Q: 3 clusters Score -2920083 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2920149.000000 Penalty: 5232.105469
	Iteration 20F: 3 clusters Score -2920149 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2920196.500000 Penalty: 5232.105469
	Iteration 21Q: 3 clusters Score -2920196 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2920221.250000 Penalty: 5232.105469
	Iteration 22Q: 3 clusters Score -2920221 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2920267.250000 Penalty: 5232.105469
	Iteration 23Q: 3 clusters Score -2920267 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2920291.500000 Penalty: 5232.105469
	Iteration 24Q: 3 clusters Score -2920292 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2920305.750000 Penalty: 5232.105469
	Iteration 25Q: 3 clusters Score -2920306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2920332.000000 Penalty: 5232.105469
	Iteration 26Q: 3 clusters Score -2920332 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2920358.250000 Penalty: 5232.105469
	Iteration 27Q: 3 clusters Score -2920358 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2920393.000000 Penalty: 5232.105469
	Iteration 28Q: 3 clusters Score -2920393 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2920432.250000 Penalty: 5232.105469
	Iteration 29Q: 3 clusters Score -2920432 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2920464.000000 Penalty: 5232.105469
	Iteration 30Q: 3 clusters Score -2920464 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2920483.500000 Penalty: 5232.105469
	Iteration 31Q: 3 clusters Score -2920484 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2920510.750000 Penalty: 5232.105469
	Iteration 32Q: 3 clusters Score -2920511 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2920527.500000 Penalty: 5232.105469
	Iteration 33Q: 3 clusters Score -2920528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2920548.000000 Penalty: 5232.105469
	Iteration 34Q: 3 clusters Score -2920548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2920580.750000 Penalty: 5232.105469
	Iteration 35Q: 3 clusters Score -2920581 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2920604.750000 Penalty: 5232.105469
	Iteration 36Q: 3 clusters Score -2920605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2920635.000000 Penalty: 5232.105469
	Iteration 37Q: 3 clusters Score -2920635 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2920640.000000 Penalty: 5232.105469
	Iteration 38Q: 3 clusters Score -2920640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2920663.500000 Penalty: 5232.105469
	Iteration 39Q: 3 clusters Score -2920664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2920669.000000 Penalty: 5232.105469
	Iteration 40F: 3 clusters Score -2920669 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2920702.000000 Penalty: 5232.105469
	Iteration 41Q: 3 clusters Score -2920702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2920716.000000 Penalty: 5232.105469
	Iteration 42Q: 3 clusters Score -2920716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2920728.250000 Penalty: 5232.105469
	Iteration 43Q: 3 clusters Score -2920728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2920744.750000 Penalty: 5232.105469
	Iteration 44Q: 3 clusters Score -2920745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2920746.750000 Penalty: 5232.105469
	Iteration 45Q: 3 clusters Score -2920747 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2920772.750000 Penalty: 5232.105469
	Iteration 46Q: 3 clusters Score -2920773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2920785.000000 Penalty: 5232.105469
	Iteration 47Q: 3 clusters Score -2920785 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2920801.000000 Penalty: 5232.105469
	Iteration 48Q: 3 clusters Score -2920801 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2920799.250000 Penalty: 5232.105469
	Iteration 49Q: 3 clusters Score -2920799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2920804.250000 Penalty: 5232.105469
	Iteration 50Q: 3 clusters Score -2920804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2920817.500000 Penalty: 5232.105469
	Iteration 51Q: 3 clusters Score -2920818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2920818.500000 Penalty: 5232.105469
	Iteration 52Q: 3 clusters Score -2920818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2920832.750000 Penalty: 5232.105469
	Iteration 53Q: 3 clusters Score -2920833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2920836.250000 Penalty: 5232.105469
	Iteration 54Q: 3 clusters Score -2920836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2920849.250000 Penalty: 5232.105469
	Iteration 55Q: 3 clusters Score -2920849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2920836.250000 Penalty: 5232.105469
	Iteration 56Q: 3 clusters Score -2920836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2920843.750000 Penalty: 5232.105469
	Iteration 57Q: 3 clusters Score -2920844 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2920849.250000 Penalty: 5232.105469
	Iteration 58Q: 3 clusters Score -2920849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2920851.250000 Penalty: 5232.105469
	Iteration 59Q: 3 clusters Score -2920851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2920859.000000 Penalty: 5232.105469
	Iteration 60F: 3 clusters Score -2920859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2920858.000000 Penalty: 5232.105469
	Iteration 61Q: 3 clusters Score -2920858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2920862.000000 Penalty: 5232.105469
	Iteration 62Q: 3 clusters Score -2920862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2920862.250000 Penalty: 5232.105469
	Iteration 63Q: 3 clusters Score -2920862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2920855.500000 Penalty: 5232.105469
	Iteration 64Q: 3 clusters Score -2920856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2920860.000000 Penalty: 5232.105469
	Iteration 65Q: 3 clusters Score -2920860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2920856.000000 Penalty: 5232.105469
	Iteration 66Q: 3 clusters Score -2920856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2920860.000000 Penalty: 5232.105469
	Iteration 67Q: 3 clusters Score -2920860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2920864.750000 Penalty: 5232.105469
	Iteration 68Q: 3 clusters Score -2920865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2920866.000000 Penalty: 5232.105469
	Iteration 69Q: 3 clusters Score -2920866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2920868.250000 Penalty: 5232.105469
	Iteration 70Q: 3 clusters Score -2920868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2920872.750000 Penalty: 5232.105469
	Iteration 71Q: 3 clusters Score -2920873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2920871.250000 Penalty: 5232.105469
	Iteration 72Q: 3 clusters Score -2920871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2920873.250000 Penalty: 5232.105469
	Iteration 73Q: 3 clusters Score -2920873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2920871.750000 Penalty: 5232.105469
	Iteration 74Q: 3 clusters Score -2920872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2920867.750000 Penalty: 5232.105469
	Iteration 75Q: 3 clusters Score -2920868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2920863.750000 Penalty: 5232.105469
	Iteration 76Q: 3 clusters Score -2920864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2920874.500000 Penalty: 5232.105469
	Iteration 77Q: 3 clusters Score -2920874 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2920876 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2920870 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2920870 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2920869 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2920869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2920867 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2920868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2920864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2920871.000000 Penalty: 5232.105469
	Iteration 86Q: 3 clusters Score -2920871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2920868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2920872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2920874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2920875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2920875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2920876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2920872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2920869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2920874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2920872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2920878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2920875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2920876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2920874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2920873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2920873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2920866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2920867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2920871 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2920874 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2920877 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2920878 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2920881 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2920875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2920875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2920873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2920876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2920878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2920878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2920876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2920877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2920878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2920880.000000 Penalty: 5232.105469
	Iteration 119Q: 3 clusters Score -2920880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2920880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2920880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2920887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2920888.000000 Penalty: 5232.105469
	Iteration 123Q: 3 clusters Score -2920888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2920886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2920885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2920886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2920892.250000 Penalty: 5232.105469
	Iteration 127Q: 3 clusters Score -2920892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2920892.000000 Penalty: 5232.105469
	Iteration 128Q: 3 clusters Score -2920892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2920887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2920889.750000 Penalty: 5232.105469
	Iteration 130Q: 3 clusters Score -2920890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2920885.250000 Penalty: 5232.105469
	Iteration 131Q: 3 clusters Score -2920885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2920890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2920895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2920889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2920898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2920895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2920897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2920903.250000 Penalty: 5232.105469
	Iteration 138Q: 3 clusters Score -2920903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2920901.000000 Penalty: 5232.105469
	Iteration 139Q: 3 clusters Score -2920901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2920902.250000 Penalty: 5232.105469
	Iteration 140F: 3 clusters Score -2920902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2920906.250000 Penalty: 5232.105469
	Iteration 141Q: 3 clusters Score -2920906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2920904.250000 Penalty: 5232.105469
	Iteration 142Q: 3 clusters Score -2920904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2920906.500000 Penalty: 5232.105469
	Iteration 143Q: 3 clusters Score -2920906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2920904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2920904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2920901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2920896 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2920898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2920898 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2920899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2920897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2920899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2920898 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2920898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2920896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2920894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2920900.250000 Penalty: 5232.105469
	Iteration 157Q: 3 clusters Score -2920900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2920893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2920893 nChanged 0
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Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2920893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24879 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2071010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2053794 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2059843 nChanged 1291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2060392 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2061021 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2061876 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2063028.625000 Penalty: 5020.402832
	Iteration 5F: 3 clusters Score -2063029 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2064473.875000 Penalty: 5020.402832
	Iteration 6F: 3 clusters Score -2064474 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2066056.875000 Penalty: 5020.402832
	Iteration 7F: 3 clusters Score -2066057 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2067301.250000 Penalty: 5020.402832
	Iteration 8F: 3 clusters Score -2067301 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2068020.875000 Penalty: 5020.402832
	Iteration 9Q: 3 clusters Score -2068021 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2068360.750000 Penalty: 5020.402832
	Iteration 10Q: 3 clusters Score -2068361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2068520.250000 Penalty: 5020.402832
	Iteration 11Q: 3 clusters Score -2068520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2068610.125000 Penalty: 5020.402832
	Iteration 12Q: 3 clusters Score -2068610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2068673.625000 Penalty: 5020.402832
	Iteration 13Q: 3 clusters Score -2068674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2068708.875000 Penalty: 5020.402832
	Iteration 14Q: 3 clusters Score -2068709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2068718.750000 Penalty: 5020.402832
	Iteration 15Q: 3 clusters Score -2068719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2068729.500000 Penalty: 5020.402832
	Iteration 16Q: 3 clusters Score -2068730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2068739.125000 Penalty: 5020.402832
	Iteration 17Q: 3 clusters Score -2068739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2068747.250000 Penalty: 5020.402832
	Iteration 18Q: 3 clusters Score -2068747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2068754.875000 Penalty: 5020.402832
	Iteration 19Q: 3 clusters Score -2068755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2068757.375000 Penalty: 5020.402832
	Iteration 20F: 3 clusters Score -2068757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -213996.046875 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -213996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210860.828125 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -210860.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -211571.359375 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -211571.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -211851.515625 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -211851.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -212068.140625 Penalty: 3947.974121
	Iteration 3F: 3 clusters Score -212068.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -212233.218750 Penalty: 3947.974121
	Iteration 4F: 3 clusters Score -212233.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -212384.281250 Penalty: 3947.974121
	Iteration 5F: 3 clusters Score -212384.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -212501.265625 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -212501.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -212597.406250 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -212597.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -212678.578125 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -212678.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -212743.734375 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -212743.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -212791.796875 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -212791.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -212828.765625 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -212828.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -212852.984375 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -212853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -212868.000000 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -212868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -212884.531250 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -212884.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -212901.109375 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -212901.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -212913.406250 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -212913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -212922.593750 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -212922.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -212925.625000 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -212925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -212929.218750 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -212929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -212934.312500 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -212934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -212937.484375 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -212937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -212940.765625 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -212940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -212942.484375 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -212942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -212945.921875 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -212945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -212950.015625 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -212950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -212950.687500 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -212950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -212950.687500 Penalty: 3947.974121
	Iteration 27F: 3 clusters Score -212950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Entering Unmasked Estep 
Score: -4010947.750000 Penalty: 2676.705566
	Iteration 0F: 2 clusters Score -4010948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3977992.750000 Penalty: 5353.411133
	Iteration 0F: 3 clusters Score -3977993 nChanged 22467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3990569.000000 Penalty: 5353.411133
	Iteration 1F: 3 clusters Score -3990569 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3991272.250000 Penalty: 5353.411133
	Iteration 2Q: 3 clusters Score -3991272 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3992136.500000 Penalty: 5353.411133
	Iteration 3Q: 3 clusters Score -3992136 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3993303.750000 Penalty: 5353.411133
	Iteration 4F: 3 clusters Score -3993304 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3994978.500000 Penalty: 5353.411133
	Iteration 5F: 3 clusters Score -3994978 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -3997324.750000 Penalty: 5353.411133
	Iteration 6F: 3 clusters Score -3997325 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4000209.500000 Penalty: 5353.411133
	Iteration 7F: 3 clusters Score -4000210 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -4003095.500000 Penalty: 5353.411133
	Iteration 8F: 3 clusters Score -4003096 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -4005376.250000 Penalty: 5353.411133
	Iteration 9F: 3 clusters Score -4005376 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -4006900.750000 Penalty: 5353.411133
	Iteration 10Q: 3 clusters Score -4006901 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -4007804.250000 Penalty: 5353.411133
	Iteration 11Q: 3 clusters Score -4007804 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -4008341.500000 Penalty: 5353.411133
	Iteration 12Q: 3 clusters Score -4008342 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -4008687.750000 Penalty: 5353.411133
	Iteration 13Q: 3 clusters Score -4008688 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -4008879.000000 Penalty: 5353.411133
	Iteration 14Q: 3 clusters Score -4008879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -4009009.250000 Penalty: 5353.411133
	Iteration 15Q: 3 clusters Score -4009009 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -4009058.250000 Penalty: 5353.411133
	Iteration 16Q: 3 clusters Score -4009058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -4009115.000000 Penalty: 5353.411133
	Iteration 17Q: 3 clusters Score -4009115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -4009154.750000 Penalty: 5353.411133
	Iteration 18Q: 3 clusters Score -4009155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -4009180.250000 Penalty: 5353.411133
	Iteration 19Q: 3 clusters Score -4009180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -4009211.750000 Penalty: 5353.411133
	Iteration 20F: 3 clusters Score -4009212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -4009237.750000 Penalty: 5353.411133
	Iteration 21Q: 3 clusters Score -4009238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -4009247.750000 Penalty: 5353.411133
	Iteration 22Q: 3 clusters Score -4009248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -4009249.250000 Penalty: 5353.411133
	Iteration 23Q: 3 clusters Score -4009249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -4009260.250000 Penalty: 5353.411133
	Iteration 24Q: 3 clusters Score -4009260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -4009259.500000 Penalty: 5353.411133
	Iteration 25Q: 3 clusters Score -4009260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -4009270.500000 Penalty: 5353.411133
	Iteration 26Q: 3 clusters Score -4009270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -4009268.750000 Penalty: 5353.411133
	Iteration 27Q: 3 clusters Score -4009269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -4009267.250000 Penalty: 5353.411133
	Iteration 28Q: 3 clusters Score -4009267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -4009270.000000 Penalty: 5353.411133
	Iteration 29Q: 3 clusters Score -4009270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -4009280.750000 Penalty: 5353.411133
	Iteration 30Q: 3 clusters Score -4009281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -4009279.000000 Penalty: 5353.411133
	Iteration 31Q: 3 clusters Score -4009279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -4009286.500000 Penalty: 5353.411133
	Iteration 32Q: 3 clusters Score -4009286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -4009290.000000 Penalty: 5353.411133
	Iteration 33Q: 3 clusters Score -4009290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -4009294.250000 Penalty: 5353.411133
	Iteration 34Q: 3 clusters Score -4009294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -4009297.750000 Penalty: 5353.411133
	Iteration 35Q: 3 clusters Score -4009298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -4009298.750000 Penalty: 5353.411133
	Iteration 36Q: 3 clusters Score -4009299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -4009293.500000 Penalty: 5353.411133
	Iteration 37Q: 3 clusters Score -4009294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -4009297.750000 Penalty: 5353.411133
	Iteration 38Q: 3 clusters Score -4009298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -4009297.750000 Penalty: 5353.411133
	Iteration 39F: 3 clusters Score -4009298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Entering Unmasked Estep 
Score: -4115461.000000 Penalty: 2694.415527
	Iteration 0F: 2 clusters Score -4115461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4080121.250000 Penalty: 5388.831055
	Iteration 0F: 3 clusters Score -4080121 nChanged 24191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4093529.250000 Penalty: 5388.831055
	Iteration 1F: 3 clusters Score -4093529 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4094063.000000 Penalty: 5388.831055
	Iteration 2Q: 3 clusters Score -4094063 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4094673.250000 Penalty: 5388.831055
	Iteration 3Q: 3 clusters Score -4094673 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4095486.500000 Penalty: 5388.831055
	Iteration 4Q: 3 clusters Score -4095486 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -4096691.500000 Penalty: 5388.831055
	Iteration 5Q: 3 clusters Score -4096692 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4098509.750000 Penalty: 5388.831055
	Iteration 6F: 3 clusters Score -4098510 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4100933.750000 Penalty: 5388.831055
	Iteration 7F: 3 clusters Score -4100934 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4103747.000000 Penalty: 5388.831055
	Iteration 8F: 3 clusters Score -4103747 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4106441.250000 Penalty: 5388.831055
	Iteration 9F: 3 clusters Score -4106441 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4108714.250000 Penalty: 5388.831055
	Iteration 10Q: 3 clusters Score -4108714 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4110375.250000 Penalty: 5388.831055
	Iteration 11Q: 3 clusters Score -4110375 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4111542.500000 Penalty: 5388.831055
	Iteration 12Q: 3 clusters Score -4111542 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4112277.750000 Penalty: 5388.831055
	Iteration 13Q: 3 clusters Score -4112278 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4112672.000000 Penalty: 5388.831055
	Iteration 14Q: 3 clusters Score -4112672 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4112906.000000 Penalty: 5388.831055
	Iteration 15Q: 3 clusters Score -4112906 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4113035.250000 Penalty: 5388.831055
	Iteration 16Q: 3 clusters Score -4113035 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4113127.250000 Penalty: 5388.831055
	Iteration 17Q: 3 clusters Score -4113127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4113190.000000 Penalty: 5388.831055
	Iteration 18Q: 3 clusters Score -4113190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4113241.250000 Penalty: 5388.831055
	Iteration 19Q: 3 clusters Score -4113241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4113266.000000 Penalty: 5388.831055
	Iteration 20F: 3 clusters Score -4113266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4113300.500000 Penalty: 5388.831055
	Iteration 21Q: 3 clusters Score -4113300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4113327.250000 Penalty: 5388.831055
	Iteration 22Q: 3 clusters Score -4113327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4113341.750000 Penalty: 5388.831055
	Iteration 23Q: 3 clusters Score -4113342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4113349.250000 Penalty: 5388.831055
	Iteration 24Q: 3 clusters Score -4113349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4113358.250000 Penalty: 5388.831055
	Iteration 25Q: 3 clusters Score -4113358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4113375.250000 Penalty: 5388.831055
	Iteration 26Q: 3 clusters Score -4113375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4113380.250000 Penalty: 5388.831055
	Iteration 27Q: 3 clusters Score -4113380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4113382.000000 Penalty: 5388.831055
	Iteration 28Q: 3 clusters Score -4113382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4113385.750000 Penalty: 5388.831055
	Iteration 29Q: 3 clusters Score -4113386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4113389.250000 Penalty: 5388.831055
	Iteration 30Q: 3 clusters Score -4113389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4113388.750000 Penalty: 5388.831055
	Iteration 31Q: 3 clusters Score -4113389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4113390.000000 Penalty: 5388.831055
	Iteration 32Q: 3 clusters Score -4113390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4113390.500000 Penalty: 5388.831055
	Iteration 33Q: 3 clusters Score -4113390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4113391.250000 Penalty: 5388.831055
	Iteration 34Q: 3 clusters Score -4113391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4113391.000000 Penalty: 5388.831055
	Iteration 35Q: 3 clusters Score -4113391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4113391.250000 Penalty: 5388.831055
	Iteration 36Q: 3 clusters Score -4113391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4113392.500000 Penalty: 5388.831055
	Iteration 37Q: 3 clusters Score -4113392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4113392.500000 Penalty: 5388.831055
	Iteration 38F: 3 clusters Score -4113392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Entering Unmasked Estep 
Score: -770121.562500 Penalty: 2263.916748
	Iteration 0F: 2 clusters Score -770121.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -762942.437500 Penalty: 4527.833496
	Iteration 0F: 3 clusters Score -762942.4 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -764880.312500 Penalty: 4527.833496
	Iteration 1F: 3 clusters Score -764880.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -765170.500000 Penalty: 4527.833496
	Iteration 2F: 3 clusters Score -765170.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -765362.750000 Penalty: 4527.833496
	Iteration 3Q: 3 clusters Score -765362.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -765492.812500 Penalty: 4527.833496
	Iteration 4Q: 3 clusters Score -765492.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -765591.875000 Penalty: 4527.833496
	Iteration 5Q: 3 clusters Score -765591.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -765693.375000 Penalty: 4527.833496
	Iteration 6Q: 3 clusters Score -765693.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -765791.312500 Penalty: 4527.833496
	Iteration 7Q: 3 clusters Score -765791.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -765899.375000 Penalty: 4527.833496
	Iteration 8Q: 3 clusters Score -765899.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -766013.812500 Penalty: 4527.833496
	Iteration 9Q: 3 clusters Score -766013.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -766143.437500 Penalty: 4527.833496
	Iteration 10Q: 3 clusters Score -766143.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -766281.562500 Penalty: 4527.833496
	Iteration 11Q: 3 clusters Score -766281.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -766441.312500 Penalty: 4527.833496
	Iteration 12Q: 3 clusters Score -766441.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -766626.875000 Penalty: 4527.833496
	Iteration 13Q: 3 clusters Score -766626.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -766815.125000 Penalty: 4527.833496
	Iteration 14Q: 3 clusters Score -766815.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -767030.500000 Penalty: 4527.833496
	Iteration 15Q: 3 clusters Score -767030.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -767249.125000 Penalty: 4527.833496
	Iteration 16Q: 3 clusters Score -767249.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -767472.875000 Penalty: 4527.833496
	Iteration 17Q: 3 clusters Score -767472.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -767657.312500 Penalty: 4527.833496
	Iteration 18Q: 3 clusters Score -767657.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -767793.437500 Penalty: 4527.833496
	Iteration 19Q: 3 clusters Score -767793.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -767893.750000 Penalty: 4527.833496
	Iteration 20F: 3 clusters Score -767893.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -767969.500000 Penalty: 4527.833496
	Iteration 21Q: 3 clusters Score -767969.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -768010.000000 Penalty: 4527.833496
	Iteration 22Q: 3 clusters Score -768010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -768047.375000 Penalty: 4527.833496
	Iteration 23Q: 3 clusters Score -768047.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -768078.562500 Penalty: 4527.833496
	Iteration 24Q: 3 clusters Score -768078.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -768090.875000 Penalty: 4527.833496
	Iteration 25Q: 3 clusters Score -768090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -768103.875000 Penalty: 4527.833496
	Iteration 26Q: 3 clusters Score -768103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -768114.750000 Penalty: 4527.833496
	Iteration 27Q: 3 clusters Score -768114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -768125.750000 Penalty: 4527.833496
	Iteration 28Q: 3 clusters Score -768125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -768132.000000 Penalty: 4527.833496
	Iteration 29Q: 3 clusters Score -768132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -768132.812500 Penalty: 4527.833496
	Iteration 30Q: 3 clusters Score -768132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -768134.125000 Penalty: 4527.833496
	Iteration 31Q: 3 clusters Score -768134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -768134.125000 Penalty: 4527.833496
	Iteration 32F: 3 clusters Score -768134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Entering Unmasked Estep 
Score: -1484345.250000 Penalty: 2442.455078
	Iteration 0F: 2 clusters Score -1484345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1471072.375000 Penalty: 4884.910156
	Iteration 0F: 3 clusters Score -1471072 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1475324.250000 Penalty: 4884.910156
	Iteration 1F: 3 clusters Score -1475324 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1475801.875000 Penalty: 4884.910156
	Iteration 2F: 3 clusters Score -1475802 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1476230.500000 Penalty: 4884.910156
	Iteration 3F: 3 clusters Score -1476230 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1476668.000000 Penalty: 4884.910156
	Iteration 4Q: 3 clusters Score -1476668 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1477131.500000 Penalty: 4884.910156
	Iteration 5Q: 3 clusters Score -1477132 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1477611.250000 Penalty: 4884.910156
	Iteration 6Q: 3 clusters Score -1477611 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1478120.750000 Penalty: 4884.910156
	Iteration 7Q: 3 clusters Score -1478121 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1478594.250000 Penalty: 4884.910156
	Iteration 8Q: 3 clusters Score -1478594 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1479027.375000 Penalty: 4884.910156
	Iteration 9Q: 3 clusters Score -1479027 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1479412.750000 Penalty: 4884.910156
	Iteration 10Q: 3 clusters Score -1479413 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1479767.000000 Penalty: 4884.910156
	Iteration 11Q: 3 clusters Score -1479767 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1480052.750000 Penalty: 4884.910156
	Iteration 12Q: 3 clusters Score -1480053 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1480292.625000 Penalty: 4884.910156
	Iteration 13Q: 3 clusters Score -1480293 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1480440.625000 Penalty: 4884.910156
	Iteration 14Q: 3 clusters Score -1480441 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1480559.250000 Penalty: 4884.910156
	Iteration 15Q: 3 clusters Score -1480559 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1480639.750000 Penalty: 4884.910156
	Iteration 16Q: 3 clusters Score -1480640 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1480710.625000 Penalty: 4884.910156
	Iteration 17Q: 3 clusters Score -1480711 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1480779.875000 Penalty: 4884.910156
	Iteration 18Q: 3 clusters Score -1480780 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1480847.000000 Penalty: 4884.910156
	Iteration 19Q: 3 clusters Score -1480847 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1480915.000000 Penalty: 4884.910156
	Iteration 20F: 3 clusters Score -1480915 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1480972.875000 Penalty: 4884.910156
	Iteration 21Q: 3 clusters Score -1480973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1481016.500000 Penalty: 4884.910156
	Iteration 22Q: 3 clusters Score -1481016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1481076.250000 Penalty: 4884.910156
	Iteration 23Q: 3 clusters Score -1481076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1481128.625000 Penalty: 4884.910156
	Iteration 24Q: 3 clusters Score -1481129 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1481174.375000 Penalty: 4884.910156
	Iteration 25Q: 3 clusters Score -1481174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1481211.250000 Penalty: 4884.910156
	Iteration 26Q: 3 clusters Score -1481211 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1481256.000000 Penalty: 4884.910156
	Iteration 27Q: 3 clusters Score -1481256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1481287.000000 Penalty: 4884.910156
	Iteration 28Q: 3 clusters Score -1481287 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1481322.000000 Penalty: 4884.910156
	Iteration 29Q: 3 clusters Score -1481322 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1481355.750000 Penalty: 4884.910156
	Iteration 30Q: 3 clusters Score -1481356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1481374.125000 Penalty: 4884.910156
	Iteration 31Q: 3 clusters Score -1481374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1481403.125000 Penalty: 4884.910156
	Iteration 32Q: 3 clusters Score -1481403 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1481434.500000 Penalty: 4884.910156
	Iteration 33Q: 3 clusters Score -1481434 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1481462.625000 Penalty: 4884.910156
	Iteration 34Q: 3 clusters Score -1481463 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1481510.250000 Penalty: 4884.910156
	Iteration 35Q: 3 clusters Score -1481510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1481554.000000 Penalty: 4884.910156
	Iteration 36Q: 3 clusters Score -1481554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1481585.750000 Penalty: 4884.910156
	Iteration 37Q: 3 clusters Score -1481586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1481610.125000 Penalty: 4884.910156
	Iteration 38Q: 3 clusters Score -1481610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1481632.375000 Penalty: 4884.910156
	Iteration 39Q: 3 clusters Score -1481632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1481642.750000 Penalty: 4884.910156
	Iteration 40F: 3 clusters Score -1481643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1481669.750000 Penalty: 4884.910156
	Iteration 41Q: 3 clusters Score -1481670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -1481689.125000 Penalty: 4884.910156
	Iteration 42Q: 3 clusters Score -1481689 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1481714.125000 Penalty: 4884.910156
	Iteration 43Q: 3 clusters Score -1481714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1481737.500000 Penalty: 4884.910156
	Iteration 44Q: 3 clusters Score -1481738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1481766.375000 Penalty: 4884.910156
	Iteration 45Q: 3 clusters Score -1481766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1481798.125000 Penalty: 4884.910156
	Iteration 46Q: 3 clusters Score -1481798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1481831.250000 Penalty: 4884.910156
	Iteration 47Q: 3 clusters Score -1481831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1481865.500000 Penalty: 4884.910156
	Iteration 48Q: 3 clusters Score -1481866 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1481905.125000 Penalty: 4884.910156
	Iteration 49Q: 3 clusters Score -1481905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1481941.125000 Penalty: 4884.910156
	Iteration 50Q: 3 clusters Score -1481941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1481957.000000 Penalty: 4884.910156
	Iteration 51Q: 3 clusters Score -1481957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1481981.500000 Penalty: 4884.910156
	Iteration 52Q: 3 clusters Score -1481982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1482002.625000 Penalty: 4884.910156
	Iteration 53Q: 3 clusters Score -1482003 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1482025.500000 Penalty: 4884.910156
	Iteration 54Q: 3 clusters Score -1482026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1482046.250000 Penalty: 4884.910156
	Iteration 55Q: 3 clusters Score -1482046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1482063.000000 Penalty: 4884.910156
	Iteration 56Q: 3 clusters Score -1482063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1482079.375000 Penalty: 4884.910156
	Iteration 57Q: 3 clusters Score -1482079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1482088.375000 Penalty: 4884.910156
	Iteration 58Q: 3 clusters Score -1482088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1482096.625000 Penalty: 4884.910156
	Iteration 59Q: 3 clusters Score -1482097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1482111.000000 Penalty: 4884.910156
	Iteration 60F: 3 clusters Score -1482111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1482124.750000 Penalty: 4884.910156
	Iteration 61Q: 3 clusters Score -1482125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1482138.500000 Penalty: 4884.910156
	Iteration 62Q: 3 clusters Score -1482138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1482148.125000 Penalty: 4884.910156
	Iteration 63Q: 3 clusters Score -1482148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1482162.750000 Penalty: 4884.910156
	Iteration 64Q: 3 clusters Score -1482163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1482173.625000 Penalty: 4884.910156
	Iteration 65Q: 3 clusters Score -1482174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1482180.000000 Penalty: 4884.910156
	Iteration 66Q: 3 clusters Score -1482180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -1482183.625000 Penalty: 4884.910156
	Iteration 67Q: 3 clusters Score -1482184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1482190.125000 Penalty: 4884.910156
	Iteration 68Q: 3 clusters Score -1482190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1482195.125000 Penalty: 4884.910156
	Iteration 69Q: 3 clusters Score -1482195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1482200.625000 Penalty: 4884.910156
	Iteration 70Q: 3 clusters Score -1482201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1482202.750000 Penalty: 4884.910156
	Iteration 71Q: 3 clusters Score -1482203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1482208.250000 Penalty: 4884.910156
	Iteration 72Q: 3 clusters Score -1482208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1482209.125000 Penalty: 4884.910156
	Iteration 73Q: 3 clusters Score -1482209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1482213.750000 Penalty: 4884.910156
	Iteration 74Q: 3 clusters Score -1482214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1482216.750000 Penalty: 4884.910156
	Iteration 75Q: 3 clusters Score -1482217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -1482220.875000 Penalty: 4884.910156
	Iteration 76Q: 3 clusters Score -1482221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1482225.750000 Penalty: 4884.910156
	Iteration 77Q: 3 clusters Score -1482226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1482230.125000 Penalty: 4884.910156
	Iteration 78Q: 3 clusters Score -1482230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -1482234.625000 Penalty: 4884.910156
	Iteration 79Q: 3 clusters Score -1482235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1482238.875000 Penalty: 4884.910156
	Iteration 80F: 3 clusters Score -1482239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1482241.125000 Penalty: 4884.910156
	Iteration 81Q: 3 clusters Score -1482241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1482242.000000 Penalty: 4884.910156
	Iteration 82Q: 3 clusters Score -1482242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1482240.750000 Penalty: 4884.910156
	Iteration 83Q: 3 clusters Score -1482241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1482245.000000 Penalty: 4884.910156
	Iteration 84Q: 3 clusters Score -1482245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -1482250.250000 Penalty: 4884.910156
	Iteration 85Q: 3 clusters Score -1482250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1482249.125000 Penalty: 4884.910156
	Iteration 86Q: 3 clusters Score -1482249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1482251.000000 Penalty: 4884.910156
	Iteration 87Q: 3 clusters Score -1482251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1482252.750000 Penalty: 4884.910156
	Iteration 88Q: 3 clusters Score -1482253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1482255.250000 Penalty: 4884.910156
	Iteration 89Q: 3 clusters Score -1482255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1482256.625000 Penalty: 4884.910156
	Iteration 90Q: 3 clusters Score -1482257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1482256.875000 Penalty: 4884.910156
	Iteration 91Q: 3 clusters Score -1482257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1482258.250000 Penalty: 4884.910156
	Iteration 92Q: 3 clusters Score -1482258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1482258.250000 Penalty: 4884.910156
	Iteration 93F: 3 clusters Score -1482258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Entering Unmasked Estep 
Score: -398169.781250 Penalty: 2164.850342
	Iteration 0F: 2 clusters Score -398169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -392978.281250 Penalty: 4329.700684
	Iteration 0F: 3 clusters Score -392978.3 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -394932.843750 Penalty: 4329.700684
	Iteration 1F: 3 clusters Score -394932.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -396097.906250 Penalty: 4329.700684
	Iteration 2F: 3 clusters Score -396097.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -397197.406250 Penalty: 4329.700684
	Iteration 3F: 3 clusters Score -397197.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -398018.562500 Penalty: 4329.700684
	Iteration 4F: 3 clusters Score -398018.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -398484.750000 Penalty: 4329.700684
	Iteration 5F: 3 clusters Score -398484.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -398709.656250 Penalty: 4329.700684
	Iteration 6Q: 3 clusters Score -398709.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -398794.937500 Penalty: 4329.700684
	Iteration 7Q: 3 clusters Score -398794.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -398851.531250 Penalty: 4329.700684
	Iteration 8Q: 3 clusters Score -398851.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -398881.031250 Penalty: 4329.700684
	Iteration 9Q: 3 clusters Score -398881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -398905.218750 Penalty: 4329.700684
	Iteration 10Q: 3 clusters Score -398905.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -398927.125000 Penalty: 4329.700684
	Iteration 11Q: 3 clusters Score -398927.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -398943.000000 Penalty: 4329.700684
	Iteration 12Q: 3 clusters Score -398943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -398958.593750 Penalty: 4329.700684
	Iteration 13Q: 3 clusters Score -398958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -398974.500000 Penalty: 4329.700684
	Iteration 14Q: 3 clusters Score -398974.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -398989.062500 Penalty: 4329.700684
	Iteration 15Q: 3 clusters Score -398989.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -399001.437500 Penalty: 4329.700684
	Iteration 16Q: 3 clusters Score -399001.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -399013.000000 Penalty: 4329.700684
	Iteration 17Q: 3 clusters Score -399013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -399023.375000 Penalty: 4329.700684
	Iteration 18Q: 3 clusters Score -399023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -399035.937500 Penalty: 4329.700684
	Iteration 19Q: 3 clusters Score -399035.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -399050.906250 Penalty: 4329.700684
	Iteration 20F: 3 clusters Score -399050.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -399067.406250 Penalty: 4329.700684
	Iteration 21Q: 3 clusters Score -399067.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -399085.968750 Penalty: 4329.700684
	Iteration 22Q: 3 clusters Score -399086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -399111.062500 Penalty: 4329.700684
	Iteration 23Q: 3 clusters Score -399111.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -399124.718750 Penalty: 4329.700684
	Iteration 24Q: 3 clusters Score -399124.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -399135.937500 Penalty: 4329.700684
	Iteration 25Q: 3 clusters Score -399135.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -399147.000000 Penalty: 4329.700684
	Iteration 26Q: 3 clusters Score -399147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -399169.000000 Penalty: 4329.700684
	Iteration 27Q: 3 clusters Score -399169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -399205.250000 Penalty: 4329.700684
	Iteration 28Q: 3 clusters Score -399205.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -399249.312500 Penalty: 4329.700684
	Iteration 29Q: 3 clusters Score -399249.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -399292.250000 Penalty: 4329.700684
	Iteration 30Q: 3 clusters Score -399292.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -399363.718750 Penalty: 4329.700684
	Iteration 31Q: 3 clusters Score -399363.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -399484.468750 Penalty: 4329.700684
	Iteration 32Q: 3 clusters Score -399484.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -399708.593750 Penalty: 4329.700684
	Iteration 33Q: 3 clusters Score -399708.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -399995.156250 Penalty: 4329.700684
	Iteration 34Q: 3 clusters Score -399995.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -400194.718750 Penalty: 4329.700684
	Iteration 35Q: 3 clusters Score -400194.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -400347.187500 Penalty: 4329.700684
	Iteration 36Q: 3 clusters Score -400347.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -400454.187500 Penalty: 4329.700684
	Iteration 37Q: 3 clusters Score -400454.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -400560.718750 Penalty: 4329.700684
	Iteration 38Q: 3 clusters Score -400560.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -400640.937500 Penalty: 4329.700684
	Iteration 39Q: 3 clusters Score -400640.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -400685.156250 Penalty: 4329.700684
	Iteration 40F: 3 clusters Score -400685.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -400719.625000 Penalty: 4329.700684
	Iteration 41Q: 3 clusters Score -400719.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -400750.312500 Penalty: 4329.700684
	Iteration 42Q: 3 clusters Score -400750.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -400776.937500 Penalty: 4329.700684
	Iteration 43Q: 3 clusters Score -400776.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -400805.218750 Penalty: 4329.700684
	Iteration 44Q: 3 clusters Score -400805.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -400843.468750 Penalty: 4329.700684
	Iteration 45Q: 3 clusters Score -400843.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -400905.625000 Penalty: 4329.700684
	Iteration 46Q: 3 clusters Score -400905.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -400979.750000 Penalty: 4329.700684
	Iteration 47Q: 3 clusters Score -400979.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -401071.375000 Penalty: 4329.700684
	Iteration 48Q: 3 clusters Score -401071.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -401256.000000 Penalty: 4329.700684
	Iteration 49Q: 3 clusters Score -401256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -401754.281250 Penalty: 4329.700684
	Iteration 50Q: 3 clusters Score -401754.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -402099.843750 Penalty: 4329.700684
	Iteration 51Q: 3 clusters Score -402099.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -402160.843750 Penalty: 4329.700684
	Iteration 52Q: 3 clusters Score -402160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -402181.875000 Penalty: 4329.700684
	Iteration 53Q: 3 clusters Score -402181.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -402189.937500 Penalty: 4329.700684
	Iteration 54Q: 3 clusters Score -402189.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -402195.187500 Penalty: 4329.700684
	Iteration 55Q: 3 clusters Score -402195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -402201.656250 Penalty: 4329.700684
	Iteration 56Q: 3 clusters Score -402201.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -402204.031250 Penalty: 4329.700684
	Iteration 57Q: 3 clusters Score -402204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -402204.156250 Penalty: 4329.700684
	Iteration 58Q: 3 clusters Score -402204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -402204.812500 Penalty: 4329.700684
	Iteration 59Q: 3 clusters Score -402204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -402206.031250 Penalty: 4329.700684
	Iteration 60F: 3 clusters Score -402206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -402207.031250 Penalty: 4329.700684
	Iteration 61Q: 3 clusters Score -402207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -402207.843750 Penalty: 4329.700684
	Iteration 62Q: 3 clusters Score -402207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -402207.843750 Penalty: 4329.700684
	Iteration 63F: 3 clusters Score -402207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 95544 members 
Mstep: Class 8 contains 18721 members 
Mstep: Class 9 contains 849030 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 286528 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38124 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52291 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 21 contains 18932 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 8016 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 7903 members 
Mstep: Class 28 contains 4984 members 
Entering Unmasked Estep 
Score: -142770800.000000 Penalty: 100099.648438
Splitting cluster 22 changes total score from -142766928.000000 to -142770800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 23 (20768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Entering Unmasked Estep 
Score: -1646172.875000 Penalty: 2465.409912
	Iteration 0F: 2 clusters Score -1646173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1631538.500000 Penalty: 4930.819824
	Iteration 0F: 3 clusters Score -1631538 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1636663.750000 Penalty: 4930.819824
	Iteration 1F: 3 clusters Score -1636664 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1637445.250000 Penalty: 4930.819824
	Iteration 2F: 3 clusters Score -1637445 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1638298.625000 Penalty: 4930.819824
	Iteration 3F: 3 clusters Score -1638299 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1639206.250000 Penalty: 4930.819824
	Iteration 4F: 3 clusters Score -1639206 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1640149.750000 Penalty: 4930.819824
	Iteration 5F: 3 clusters Score -1640150 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1641080.625000 Penalty: 4930.819824
	Iteration 6F: 3 clusters Score -1641081 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1641839.625000 Penalty: 4930.819824
	Iteration 7F: 3 clusters Score -1641840 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1642451.625000 Penalty: 4930.819824
	Iteration 8Q: 3 clusters Score -1642452 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1642921.500000 Penalty: 4930.819824
	Iteration 9Q: 3 clusters Score -1642922 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1643279.500000 Penalty: 4930.819824
	Iteration 10Q: 3 clusters Score -1643280 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1643551.000000 Penalty: 4930.819824
	Iteration 11Q: 3 clusters Score -1643551 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -1643717.000000 Penalty: 4930.819824
	Iteration 12Q: 3 clusters Score -1643717 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1643836.125000 Penalty: 4930.819824
	Iteration 13Q: 3 clusters Score -1643836 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1643920.500000 Penalty: 4930.819824
	Iteration 14Q: 3 clusters Score -1643920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1643985.750000 Penalty: 4930.819824
	Iteration 15Q: 3 clusters Score -1643986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1644029.875000 Penalty: 4930.819824
	Iteration 16Q: 3 clusters Score -1644030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1644065.500000 Penalty: 4930.819824
	Iteration 17Q: 3 clusters Score -1644066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1644100.375000 Penalty: 4930.819824
	Iteration 18Q: 3 clusters Score -1644100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1644127.750000 Penalty: 4930.819824
	Iteration 19Q: 3 clusters Score -1644128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1644139.375000 Penalty: 4930.819824
	Iteration 20F: 3 clusters Score -1644139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1644157.250000 Penalty: 4930.819824
	Iteration 21Q: 3 clusters Score -1644157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1644172.875000 Penalty: 4930.819824
	Iteration 22Q: 3 clusters Score -1644173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1644182.125000 Penalty: 4930.819824
	Iteration 23Q: 3 clusters Score -1644182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1644201.000000 Penalty: 4930.819824
	Iteration 24Q: 3 clusters Score -1644201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -1644203.250000 Penalty: 4930.819824
	Iteration 25Q: 3 clusters Score -1644203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -1644213.000000 Penalty: 4930.819824
	Iteration 26Q: 3 clusters Score -1644213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -1644217.000000 Penalty: 4930.819824
	Iteration 27Q: 3 clusters Score -1644217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1644222.250000 Penalty: 4930.819824
	Iteration 28Q: 3 clusters Score -1644222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1644224.375000 Penalty: 4930.819824
	Iteration 29Q: 3 clusters Score -1644224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1644223.750000 Penalty: 4930.819824
	Iteration 30Q: 3 clusters Score -1644224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -1644223.750000 Penalty: 4930.819824
	Iteration 31F: 3 clusters Score -1644224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (162138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162138 members 
Entering Unmasked Estep 
Score: -13204860.000000 Penalty: 2975.058350
	Iteration 0F: 2 clusters Score -1.320486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -13096442.000000 Penalty: 5950.116699
	Iteration 0F: 3 clusters Score -1.309644e+07 nChanged 77404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -13141131.000000 Penalty: 5950.116699
	Iteration 1F: 3 clusters Score -1.314113e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -13142064.000000 Penalty: 5950.116699
	Iteration 2Q: 3 clusters Score -1.314206e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -13143250.000000 Penalty: 5950.116699
	Iteration 3Q: 3 clusters Score -1.314325e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78549 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -13144524.000000 Penalty: 5950.116699
	Iteration 4Q: 3 clusters Score -1.314452e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -13146417.000000 Penalty: 5950.116699
	Iteration 5Q: 3 clusters Score -1.314642e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -13149116.000000 Penalty: 5950.116699
	Iteration 6Q: 3 clusters Score -1.314912e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 88933 members 
Entering Unmasked Estep 
Score: -13152493.000000 Penalty: 5950.116699
	Iteration 7Q: 3 clusters Score -1.315249e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -13157062.000000 Penalty: 5950.116699
	Iteration 8Q: 3 clusters Score -1.315706e+07 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -13162297.000000 Penalty: 5950.116699
	Iteration 9F: 3 clusters Score -1.31623e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -13168298.000000 Penalty: 5950.116699
	Iteration 10F: 3 clusters Score -1.31683e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -13174228.000000 Penalty: 5950.116699
	Iteration 11F: 3 clusters Score -1.317423e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -13179045.000000 Penalty: 5950.116699
	Iteration 12F: 3 clusters Score -1.317904e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -13181896.000000 Penalty: 5950.116699
	Iteration 13Q: 3 clusters Score -1.31819e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -13183352.000000 Penalty: 5950.116699
	Iteration 14Q: 3 clusters Score -1.318335e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -13184113.000000 Penalty: 5950.116699
	Iteration 15Q: 3 clusters Score -1.318411e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -13184722.000000 Penalty: 5950.116699
	Iteration 16Q: 3 clusters Score -1.318472e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -13185286.000000 Penalty: 5950.116699
	Iteration 17Q: 3 clusters Score -1.318529e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -13185767.000000 Penalty: 5950.116699
	Iteration 18Q: 3 clusters Score -1.318577e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 102115 members 
Entering Unmasked Estep 
Score: -13186307.000000 Penalty: 5950.116699
	Iteration 19Q: 3 clusters Score -1.318631e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -13186737.000000 Penalty: 5950.116699
	Iteration 20F: 3 clusters Score -1.318674e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -13187050.000000 Penalty: 5950.116699
	Iteration 21Q: 3 clusters Score -1.318705e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -13187500.000000 Penalty: 5950.116699
	Iteration 22Q: 3 clusters Score -1.31875e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 103158 members 
Entering Unmasked Estep 
Score: -13187839.000000 Penalty: 5950.116699
	Iteration 23Q: 3 clusters Score -1.318784e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 103570 members 
Entering Unmasked Estep 
Score: -13188017.000000 Penalty: 5950.116699
	Iteration 24Q: 3 clusters Score -1.318802e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -13188202.000000 Penalty: 5950.116699
	Iteration 25Q: 3 clusters Score -1.31882e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -13188353.000000 Penalty: 5950.116699
	Iteration 26Q: 3 clusters Score -1.318835e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -13188464.000000 Penalty: 5950.116699
	Iteration 27Q: 3 clusters Score -1.318846e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -13188632.000000 Penalty: 5950.116699
	Iteration 28Q: 3 clusters Score -1.318863e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -13188648.000000 Penalty: 5950.116699
	Iteration 29Q: 3 clusters Score -1.318865e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -13188748.000000 Penalty: 5950.116699
	Iteration 30Q: 3 clusters Score -1.318875e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -13188800.000000 Penalty: 5950.116699
	Iteration 31Q: 3 clusters Score -1.31888e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -13188895.000000 Penalty: 5950.116699
	Iteration 32Q: 3 clusters Score -1.31889e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -13188986.000000 Penalty: 5950.116699
	Iteration 33Q: 3 clusters Score -1.318899e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 108872 members 
Entering Unmasked Estep 
Score: -13189054.000000 Penalty: 5950.116699
	Iteration 34Q: 3 clusters Score -1.318905e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 109439 members 
Entering Unmasked Estep 
Score: -13189112.000000 Penalty: 5950.116699
	Iteration 35Q: 3 clusters Score -1.318911e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -13189125.000000 Penalty: 5950.116699
	Iteration 36Q: 3 clusters Score -1.318912e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 110594 members 
Entering Unmasked Estep 
Score: -13189140.000000 Penalty: 5950.116699
	Iteration 37Q: 3 clusters Score -1.318914e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -13189250.000000 Penalty: 5950.116699
	Iteration 38Q: 3 clusters Score -1.318925e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -13189259.000000 Penalty: 5950.116699
	Iteration 39Q: 3 clusters Score -1.318926e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 112389 members 
Entering Unmasked Estep 
Score: -13189343.000000 Penalty: 5950.116699
	Iteration 40F: 3 clusters Score -1.318934e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -13189387.000000 Penalty: 5950.116699
	Iteration 41Q: 3 clusters Score -1.318939e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -13189457.000000 Penalty: 5950.116699
	Iteration 42Q: 3 clusters Score -1.318946e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 114276 members 
Entering Unmasked Estep 
Score: -13189507.000000 Penalty: 5950.116699
	Iteration 43Q: 3 clusters Score -1.318951e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -13189591.000000 Penalty: 5950.116699
	Iteration 44Q: 3 clusters Score -1.318959e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 115589 members 
Entering Unmasked Estep 
Score: -13189686.000000 Penalty: 5950.116699
	Iteration 45Q: 3 clusters Score -1.318969e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
Score: -13189760.000000 Penalty: 5950.116699
	Iteration 46Q: 3 clusters Score -1.318976e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -13189804.000000 Penalty: 5950.116699
	Iteration 47Q: 3 clusters Score -1.31898e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 117508 members 
Entering Unmasked Estep 
Score: -13189918.000000 Penalty: 5950.116699
	Iteration 48Q: 3 clusters Score -1.318992e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 118203 members 
Entering Unmasked Estep 
Score: -13189951.000000 Penalty: 5950.116699
	Iteration 49Q: 3 clusters Score -1.318995e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -13190004.000000 Penalty: 5950.116699
	Iteration 50Q: 3 clusters Score -1.319e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -13190128.000000 Penalty: 5950.116699
	Iteration 51Q: 3 clusters Score -1.319013e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 120578 members 
Entering Unmasked Estep 
Score: -13190310.000000 Penalty: 5950.116699
	Iteration 52Q: 3 clusters Score -1.319031e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -13190424.000000 Penalty: 5950.116699
	Iteration 53Q: 3 clusters Score -1.319042e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 122383 members 
Entering Unmasked Estep 
Score: -13190519.000000 Penalty: 5950.116699
	Iteration 54Q: 3 clusters Score -1.319052e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -13190725.000000 Penalty: 5950.116699
	Iteration 55Q: 3 clusters Score -1.319072e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 124276 members 
Entering Unmasked Estep 
Score: -13190884.000000 Penalty: 5950.116699
	Iteration 56Q: 3 clusters Score -1.319088e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 125255 members 
Entering Unmasked Estep 
Score: -13191009.000000 Penalty: 5950.116699
	Iteration 57Q: 3 clusters Score -1.319101e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -13191174.000000 Penalty: 5950.116699
	Iteration 58Q: 3 clusters Score -1.319117e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 127249 members 
Entering Unmasked Estep 
Score: -13191307.000000 Penalty: 5950.116699
	Iteration 59Q: 3 clusters Score -1.319131e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -13191407.000000 Penalty: 5950.116699
	Iteration 60F: 3 clusters Score -1.319141e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -13191579.000000 Penalty: 5950.116699
	Iteration 61Q: 3 clusters Score -1.319158e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 130315 members 
Entering Unmasked Estep 
Score: -13191744.000000 Penalty: 5950.116699
	Iteration 62Q: 3 clusters Score -1.319174e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 131392 members 
Entering Unmasked Estep 
Score: -13191938.000000 Penalty: 5950.116699
	Iteration 63Q: 3 clusters Score -1.319194e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
Score: -13192140.000000 Penalty: 5950.116699
	Iteration 64Q: 3 clusters Score -1.319214e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 133546 members 
Entering Unmasked Estep 
Score: -13192399.000000 Penalty: 5950.116699
	Iteration 65Q: 3 clusters Score -1.31924e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 134676 members 
Entering Unmasked Estep 
Score: -13192672.000000 Penalty: 5950.116699
	Iteration 66Q: 3 clusters Score -1.319267e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -13192872.000000 Penalty: 5950.116699
	Iteration 67Q: 3 clusters Score -1.319287e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -13193117.000000 Penalty: 5950.116699
	Iteration 68Q: 3 clusters Score -1.319312e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 138120 members 
Entering Unmasked Estep 
Score: -13193361.000000 Penalty: 5950.116699
	Iteration 69Q: 3 clusters Score -1.319336e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 139335 members 
Entering Unmasked Estep 
Score: -13193718.000000 Penalty: 5950.116699
	Iteration 70Q: 3 clusters Score -1.319372e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -13193983.000000 Penalty: 5950.116699
	Iteration 71Q: 3 clusters Score -1.319398e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 141952 members 
Entering Unmasked Estep 
Score: -13194311.000000 Penalty: 5950.116699
	Iteration 72Q: 3 clusters Score -1.319431e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 143286 members 
Entering Unmasked Estep 
Score: -13194733.000000 Penalty: 5950.116699
	Iteration 73Q: 3 clusters Score -1.319473e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 144716 members 
Entering Unmasked Estep 
Score: -13195241.000000 Penalty: 5950.116699
	Iteration 74Q: 3 clusters Score -1.319524e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 146210 members 
Entering Unmasked Estep 
Score: -13195667.000000 Penalty: 5950.116699
	Iteration 75Q: 3 clusters Score -1.319567e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 147715 members 
Entering Unmasked Estep 
Score: -13196175.000000 Penalty: 5950.116699
	Iteration 76Q: 3 clusters Score -1.319618e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -13196624.000000 Penalty: 5950.116699
	Iteration 77Q: 3 clusters Score -1.319662e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 150765 members 
Entering Unmasked Estep 
Score: -13197157.000000 Penalty: 5950.116699
	Iteration 78Q: 3 clusters Score -1.319716e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 152307 members 
Entering Unmasked Estep 
Score: -13197725.000000 Penalty: 5950.116699
	Iteration 79Q: 3 clusters Score -1.319772e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -13198408.000000 Penalty: 5950.116699
	Iteration 80F: 3 clusters Score -1.319841e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -13199129.000000 Penalty: 5950.116699
	Iteration 81Q: 3 clusters Score -1.319913e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -13199712.000000 Penalty: 5950.116699
	Iteration 82Q: 3 clusters Score -1.319971e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -13200227.000000 Penalty: 5950.116699
	Iteration 83Q: 3 clusters Score -1.320023e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 158652 members 
Entering Unmasked Estep 
Score: -13200706.000000 Penalty: 5950.116699
	Iteration 84Q: 3 clusters Score -1.320071e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -13201110.000000 Penalty: 5950.116699
	Iteration 85Q: 3 clusters Score -1.320111e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -13201437.000000 Penalty: 5950.116699
	Iteration 86Q: 3 clusters Score -1.320144e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -13201650.000000 Penalty: 5950.116699
	Iteration 87Q: 3 clusters Score -1.320165e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -13201788.000000 Penalty: 5950.116699
	Iteration 88Q: 3 clusters Score -1.320179e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -13201885.000000 Penalty: 5950.116699
	Iteration 89Q: 3 clusters Score -1.320188e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -13202018.000000 Penalty: 5950.116699
	Iteration 90Q: 3 clusters Score -1.320202e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 161011 members 
Entering Unmasked Estep 
Score: -13202077.000000 Penalty: 5950.116699
	Iteration 91Q: 3 clusters Score -1.320208e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -13202146.000000 Penalty: 5950.116699
	Iteration 92Q: 3 clusters Score -1.320215e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 161146 members 
Entering Unmasked Estep 
Score: -13202182.000000 Penalty: 5950.116699
	Iteration 93Q: 3 clusters Score -1.320218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 161185 members 
Entering Unmasked Estep 
Score: -13202206.000000 Penalty: 5950.116699
	Iteration 94Q: 3 clusters Score -1.320221e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -13202232.000000 Penalty: 5950.116699
	Iteration 95Q: 3 clusters Score -1.320223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -13202250.000000 Penalty: 5950.116699
	Iteration 96Q: 3 clusters Score -1.320225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -13202273.000000 Penalty: 5950.116699
	Iteration 97Q: 3 clusters Score -1.320227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -13202279.000000 Penalty: 5950.116699
	Iteration 98Q: 3 clusters Score -1.320228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -13202277.000000 Penalty: 5950.116699
	Iteration 99Q: 3 clusters Score -1.320228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -13202275.000000 Penalty: 5950.116699
	Iteration 100F: 3 clusters Score -1.320228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -13202288.000000 Penalty: 5950.116699
	Iteration 101Q: 3 clusters Score -1.320229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 161332 members 
Entering Unmasked Estep 
Score: -13202292.000000 Penalty: 5950.116699
	Iteration 102Q: 3 clusters Score -1.320229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 161346 members 
Entering Unmasked Estep 
Score: -13202300.000000 Penalty: 5950.116699
	Iteration 103Q: 3 clusters Score -1.32023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -13202313.000000 Penalty: 5950.116699
	Iteration 104Q: 3 clusters Score -1.320231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -13202300.000000 Penalty: 5950.116699
	Iteration 105Q: 3 clusters Score -1.32023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -13202314.000000 Penalty: 5950.116699
	Iteration 106Q: 3 clusters Score -1.320231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -13202318.000000 Penalty: 5950.116699
	Iteration 107Q: 3 clusters Score -1.320232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -13202331.000000 Penalty: 5950.116699
	Iteration 108Q: 3 clusters Score -1.320233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -13202328.000000 Penalty: 5950.116699
	Iteration 109Q: 3 clusters Score -1.320233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 161380 members 
Entering Unmasked Estep 
Score: -13202331.000000 Penalty: 5950.116699
	Iteration 110Q: 3 clusters Score -1.320233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -13202331.000000 Penalty: 5950.116699
	Iteration 111Q: 3 clusters Score -1.320233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -13202334.000000 Penalty: 5950.116699
	Iteration 112Q: 3 clusters Score -1.320233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -13202331.000000 Penalty: 5950.116699
	Iteration 113Q: 3 clusters Score -1.320233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 161393 members 
Entering Unmasked Estep 
Score: -13202332.000000 Penalty: 5950.116699
	Iteration 114Q: 3 clusters Score -1.320233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -13202337.000000 Penalty: 5950.116699
	Iteration 115Q: 3 clusters Score -1.320234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -13202344.000000 Penalty: 5950.116699
	Iteration 116Q: 3 clusters Score -1.320234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 161422 members 
Entering Unmasked Estep 
Score: -13202342.000000 Penalty: 5950.116699
	Iteration 117Q: 3 clusters Score -1.320234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -13202346.000000 Penalty: 5950.116699
	Iteration 118Q: 3 clusters Score -1.320235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -13202346.000000 Penalty: 5950.116699
	Iteration 119Q: 3 clusters Score -1.320235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 161431 members 
Entering Unmasked Estep 
Score: -13202351.000000 Penalty: 5950.116699
	Iteration 120F: 3 clusters Score -1.320235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -13202356.000000 Penalty: 5950.116699
	Iteration 121Q: 3 clusters Score -1.320236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -13202344.000000 Penalty: 5950.116699
	Iteration 122Q: 3 clusters Score -1.320234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -13202351.000000 Penalty: 5950.116699
	Iteration 123Q: 3 clusters Score -1.320235e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 161441 members 
Entering Unmasked Estep 
Score: -13202351.000000 Penalty: 5950.116699
	Iteration 124F: 3 clusters Score -1.320235e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Entering Unmasked Estep 
Score: -593687.125000 Penalty: 2229.320312
	Iteration 0F: 2 clusters Score -593687.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -587296.437500 Penalty: 4458.640625
	Iteration 0F: 3 clusters Score -587296.4 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -589225.625000 Penalty: 4458.640625
	Iteration 1F: 3 clusters Score -589225.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -589791.187500 Penalty: 4458.640625
	Iteration 2F: 3 clusters Score -589791.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -590623.312500 Penalty: 4458.640625
	Iteration 3F: 3 clusters Score -590623.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -592296.312500 Penalty: 4458.640625
	Iteration 4F: 3 clusters Score -592296.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -593927.687500 Penalty: 4458.640625
	Iteration 5F: 3 clusters Score -593927.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -594812.125000 Penalty: 4458.640625
	Iteration 6F: 3 clusters Score -594812.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -595831.875000 Penalty: 4458.640625
	Iteration 7F: 3 clusters Score -595831.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -597485.937500 Penalty: 4458.640625
	Iteration 8F: 3 clusters Score -597485.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -599721.625000 Penalty: 4458.640625
	Iteration 9Q: 3 clusters Score -599721.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -600287.500000 Penalty: 4458.640625
	Iteration 10Q: 3 clusters Score -600287.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -600464.312500 Penalty: 4458.640625
	Iteration 11Q: 3 clusters Score -600464.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -600643.750000 Penalty: 4458.640625
	Iteration 12Q: 3 clusters Score -600643.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -600733.812500 Penalty: 4458.640625
	Iteration 13Q: 3 clusters Score -600733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -600741.437500 Penalty: 4458.640625
	Iteration 14Q: 3 clusters Score -600741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -600744.375000 Penalty: 4458.640625
	Iteration 15Q: 3 clusters Score -600744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -600744.375000 Penalty: 4458.640625
	Iteration 16F: 3 clusters Score -600744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 95544 members 
Mstep: Class 8 contains 18721 members 
Mstep: Class 9 contains 849030 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 286528 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38124 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52291 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 21 contains 18932 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 3694 members 
Mstep: Class 26 contains 18686 members 
Mstep: Class 27 contains 7903 members 
Mstep: Class 28 contains 4984 members 
Mstep: Class 29 contains 4322 members 
Entering Unmasked Estep 
Score: -142776320.000000 Penalty: 103674.632812
Splitting cluster 25 changes total score from -142766928.000000 to -142776320.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 95544 members 
Mstep: Class 8 contains 18721 members 
Mstep: Class 9 contains 849030 members 
Mstep: Class 10 contains 40977 members 
Mstep: Class 11 contains 286528 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 38124 members 
Mstep: Class 16 contains 24879 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48687 members 
Mstep: Class 19 contains 52291 members 
Mstep: Class 20 contains 9216 members 
Mstep: Class 21 contains 18932 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 20768 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779168.000000 Penalty: 103674.632812
Iteration 79Q: 30 clusters Score -1.427792e+08 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29111 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 15065 members 
Mstep: Class 7 contains 95616 members 
Mstep: Class 8 contains 18855 members 
Mstep: Class 9 contains 848971 members 
Mstep: Class 10 contains 40988 members 
Mstep: Class 11 contains 286505 members 
Mstep: Class 12 contains 5146 members 
Mstep: Class 13 contains 23591 members 
Mstep: Class 14 contains 8652 members 
Mstep: Class 15 contains 38261 members 
Mstep: Class 16 contains 24884 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48692 members 
Mstep: Class 19 contains 52348 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 18907 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 20813 members 
Mstep: Class 24 contains 162141 members 
Mstep: Class 25 contains 3752 members 
Mstep: Class 26 contains 17872 members 
Mstep: Class 27 contains 7698 members 
Mstep: Class 28 contains 4373 members 
Mstep: Class 29 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781264.000000 Penalty: 103674.632812
Iteration 80F: 30 clusters Score -1.427813e+08 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 6485 members 
Mstep: Class 6 contains 15357 members 
Mstep: Class 7 contains 95509 members 
Mstep: Class 8 contains 18629 members 
Mstep: Class 9 contains 848661 members 
Mstep: Class 10 contains 40985 members 
Mstep: Class 11 contains 286445 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 23577 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 38044 members 
Mstep: Class 16 contains 24884 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 48693 members 
Mstep: Class 19 contains 52387 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 18855 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 20805 members 
Mstep: Class 24 contains 162128 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 18448 members 
Mstep: Class 27 contains 7928 members 
Mstep: Class 28 contains 4173 members 
Mstep: Class 29 contains 4378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782688.000000 Penalty: 103674.632812
Iteration 81Q: 30 clusters Score -1.427827e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 29055 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 15668 members 
Mstep: Class 7 contains 95479 members 
Mstep: Class 8 contains 18445 members 
Mstep: Class 9 contains 848450 members 
Mstep: Class 10 contains 40980 members 
Mstep: Class 11 contains 286397 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 23561 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 37896 members 
Mstep: Class 16 contains 24884 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 48682 members 
Mstep: Class 19 contains 52420 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 18801 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 20807 members 
Mstep: Class 24 contains 162115 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 18733 members 
Mstep: Class 27 contains 8072 members 
Mstep: Class 28 contains 4005 members 
Mstep: Class 29 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782928.000000 Penalty: 103674.632812
Iteration 82Q: 30 clusters Score -1.427829e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 29041 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4362 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 15959 members 
Mstep: Class 7 contains 95456 members 
Mstep: Class 8 contains 18311 members 
Mstep: Class 9 contains 848319 members 
Mstep: Class 10 contains 40973 members 
Mstep: Class 11 contains 286319 members 
Mstep: Class 12 contains 5048 members 
Mstep: Class 13 contains 23547 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 37772 members 
Mstep: Class 16 contains 24889 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 48682 members 
Mstep: Class 19 contains 52463 members 
Mstep: Class 20 contains 9234 members 
Mstep: Class 21 contains 18738 members 
Mstep: Class 22 contains 1525 members 
Mstep: Class 23 contains 20801 members 
Mstep: Class 24 contains 162117 members 
Mstep: Class 25 contains 3796 members 
Mstep: Class 26 contains 18922 members 
Mstep: Class 27 contains 8151 members 
Mstep: Class 28 contains 3886 members 
Mstep: Class 29 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783216.000000 Penalty: 103674.632812
Iteration 83Q: 30 clusters Score -1.427832e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 29020 members 
Mstep: Class 3 contains 17156 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 6490 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 95461 members 
Mstep: Class 8 contains 18196 members 
Mstep: Class 9 contains 848193 members 
Mstep: Class 10 contains 40972 members 
Mstep: Class 11 contains 286256 members 
Mstep: Class 12 contains 5027 members 
Mstep: Class 13 contains 23531 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 37691 members 
Mstep: Class 16 contains 24892 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 48677 members 
Mstep: Class 19 contains 52519 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18694 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 20805 members 
Mstep: Class 24 contains 162131 members 
Mstep: Class 25 contains 3784 members 
Mstep: Class 26 contains 19054 members 
Mstep: Class 27 contains 8183 members 
Mstep: Class 28 contains 3792 members 
Mstep: Class 29 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783536.000000 Penalty: 103674.632812
Iteration 84Q: 30 clusters Score -1.427835e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 28996 members 
Mstep: Class 3 contains 17155 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 16378 members 
Mstep: Class 7 contains 95467 members 
Mstep: Class 8 contains 18109 members 
Mstep: Class 9 contains 848079 members 
Mstep: Class 10 contains 40969 members 
Mstep: Class 11 contains 286207 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 23519 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 37629 members 
Mstep: Class 16 contains 24897 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 48672 members 
Mstep: Class 19 contains 52560 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 1622 members 
Mstep: Class 23 contains 20812 members 
Mstep: Class 24 contains 162141 members 
Mstep: Class 25 contains 3763 members 
Mstep: Class 26 contains 19163 members 
Mstep: Class 27 contains 8212 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783776.000000 Penalty: 103674.632812
Iteration 85Q: 30 clusters Score -1.427838e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 28984 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 6499 members 
Mstep: Class 6 contains 16560 members 
Mstep: Class 7 contains 95477 members 
Mstep: Class 8 contains 18012 members 
Mstep: Class 9 contains 847936 members 
Mstep: Class 10 contains 40963 members 
Mstep: Class 11 contains 286176 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 23509 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 37569 members 
Mstep: Class 16 contains 24903 members 
Mstep: Class 17 contains 2920 members 
Mstep: Class 18 contains 48670 members 
Mstep: Class 19 contains 52595 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 20810 members 
Mstep: Class 24 contains 162134 members 
Mstep: Class 25 contains 3734 members 
Mstep: Class 26 contains 19270 members 
Mstep: Class 27 contains 8234 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783776.000000 Penalty: 103674.632812
Iteration 86Q: 30 clusters Score -1.427838e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 28970 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 95487 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 847808 members 
Mstep: Class 10 contains 40966 members 
Mstep: Class 11 contains 286148 members 
Mstep: Class 12 contains 5005 members 
Mstep: Class 13 contains 23497 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 37500 members 
Mstep: Class 16 contains 24902 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 48669 members 
Mstep: Class 19 contains 52620 members 
Mstep: Class 20 contains 9240 members 
Mstep: Class 21 contains 18669 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 20796 members 
Mstep: Class 24 contains 162137 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 26 contains 19361 members 
Mstep: Class 27 contains 8254 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784048.000000 Penalty: 103674.632812
Iteration 87Q: 30 clusters Score -1.42784e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 28973 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4324 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 95488 members 
Mstep: Class 8 contains 17870 members 
Mstep: Class 9 contains 847675 members 
Mstep: Class 10 contains 40968 members 
Mstep: Class 11 contains 286132 members 
Mstep: Class 12 contains 5001 members 
Mstep: Class 13 contains 23487 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 37447 members 
Mstep: Class 16 contains 24904 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 48673 members 
Mstep: Class 19 contains 52644 members 
Mstep: Class 20 contains 9242 members 
Mstep: Class 21 contains 18703 members 
Mstep: Class 22 contains 1758 members 
Mstep: Class 23 contains 20790 members 
Mstep: Class 24 contains 162139 members 
Mstep: Class 25 contains 3696 members 
Mstep: Class 26 contains 19440 members 
Mstep: Class 27 contains 8272 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784160.000000 Penalty: 103674.632812
Iteration 88Q: 30 clusters Score -1.427842e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 7 contains 95495 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 847573 members 
Mstep: Class 10 contains 40964 members 
Mstep: Class 11 contains 286107 members 
Mstep: Class 12 contains 4998 members 
Mstep: Class 13 contains 23479 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 37407 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2942 members 
Mstep: Class 18 contains 48677 members 
Mstep: Class 19 contains 52674 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 18738 members 
Mstep: Class 22 contains 1781 members 
Mstep: Class 23 contains 20781 members 
Mstep: Class 24 contains 162132 members 
Mstep: Class 25 contains 3687 members 
Mstep: Class 26 contains 19513 members 
Mstep: Class 27 contains 8292 members 
Mstep: Class 28 contains 3559 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784368.000000 Penalty: 103674.632812
Iteration 89Q: 30 clusters Score -1.427844e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 28960 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 6498 members 
Mstep: Class 6 contains 17078 members 
Mstep: Class 7 contains 95501 members 
Mstep: Class 8 contains 17730 members 
Mstep: Class 9 contains 847457 members 
Mstep: Class 10 contains 40956 members 
Mstep: Class 11 contains 286089 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 23470 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37338 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 48681 members 
Mstep: Class 19 contains 52698 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 1795 members 
Mstep: Class 23 contains 20778 members 
Mstep: Class 24 contains 162132 members 
Mstep: Class 25 contains 3680 members 
Mstep: Class 26 contains 19607 members 
Mstep: Class 27 contains 8317 members 
Mstep: Class 28 contains 3541 members 
Mstep: Class 29 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784496.000000 Penalty: 103674.632812
Iteration 90Q: 30 clusters Score -1.427845e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 28962 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 6501 members 
Mstep: Class 6 contains 17147 members 
Mstep: Class 7 contains 95507 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 847354 members 
Mstep: Class 10 contains 40949 members 
Mstep: Class 11 contains 286079 members 
Mstep: Class 12 contains 4993 members 
Mstep: Class 13 contains 23466 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37286 members 
Mstep: Class 16 contains 24906 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 48689 members 
Mstep: Class 19 contains 52717 members 
Mstep: Class 20 contains 9243 members 
Mstep: Class 21 contains 18773 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 20771 members 
Mstep: Class 24 contains 162136 members 
Mstep: Class 25 contains 3677 members 
Mstep: Class 26 contains 19697 members 
Mstep: Class 27 contains 8328 members 
Mstep: Class 28 contains 3522 members 
Mstep: Class 29 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784512.000000 Penalty: 103674.632812
Iteration 91Q: 30 clusters Score -1.427845e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 28964 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4303 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 17206 members 
Mstep: Class 7 contains 95506 members 
Mstep: Class 8 contains 17660 members 
Mstep: Class 9 contains 847291 members 
Mstep: Class 10 contains 40941 members 
Mstep: Class 11 contains 286092 members 
Mstep: Class 12 contains 4992 members 
Mstep: Class 13 contains 23456 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 37234 members 
Mstep: Class 16 contains 24909 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 48688 members 
Mstep: Class 19 contains 52724 members 
Mstep: Class 20 contains 9243 members 
Mstep: Class 21 contains 18790 members 
Mstep: Class 22 contains 1810 members 
Mstep: Class 23 contains 20759 members 
Mstep: Class 24 contains 162134 members 
Mstep: Class 25 contains 3675 members 
Mstep: Class 26 contains 19757 members 
Mstep: Class 27 contains 8343 members 
Mstep: Class 28 contains 3515 members 
Mstep: Class 29 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784384.000000 Penalty: 103674.632812
Iteration 92Q: 30 clusters Score -1.427844e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 28984 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 6502 members 
Mstep: Class 6 contains 17253 members 
Mstep: Class 7 contains 95509 members 
Mstep: Class 8 contains 17625 members 
Mstep: Class 9 contains 847226 members 
Mstep: Class 10 contains 40930 members 
Mstep: Class 11 contains 286077 members 
Mstep: Class 12 contains 4990 members 
Mstep: Class 13 contains 23452 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 37196 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 48694 members 
Mstep: Class 19 contains 52750 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 18809 members 
Mstep: Class 22 contains 1817 members 
Mstep: Class 23 contains 20752 members 
Mstep: Class 24 contains 162135 members 
Mstep: Class 25 contains 3672 members 
Mstep: Class 26 contains 19798 members 
Mstep: Class 27 contains 8355 members 
Mstep: Class 28 contains 3508 members 
Mstep: Class 29 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784496.000000 Penalty: 103674.632812
Iteration 93Q: 30 clusters Score -1.427845e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 28980 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 4299 members 
Mstep: Class 5 contains 6501 members 
Mstep: Class 6 contains 17295 members 
Mstep: Class 7 contains 95507 members 
Mstep: Class 8 contains 17593 members 
Mstep: Class 9 contains 847163 members 
Mstep: Class 10 contains 40925 members 
Mstep: Class 11 contains 286070 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23448 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 37165 members 
Mstep: Class 16 contains 24913 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 48696 members 
Mstep: Class 19 contains 52766 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 18826 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 20747 members 
Mstep: Class 24 contains 162138 members 
Mstep: Class 25 contains 3667 members 
Mstep: Class 26 contains 19858 members 
Mstep: Class 27 contains 8362 members 
Mstep: Class 28 contains 3504 members 
Mstep: Class 29 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784368.000000 Penalty: 103674.632812
Iteration 94Q: 30 clusters Score -1.427844e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 28994 members 
Mstep: Class 3 contains 17163 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 95511 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 9 contains 847106 members 
Mstep: Class 10 contains 40923 members 
Mstep: Class 11 contains 286067 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23444 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 48697 members 
Mstep: Class 19 contains 52776 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 18843 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 20744 members 
Mstep: Class 24 contains 162137 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 8363 members 
Mstep: Class 28 contains 3494 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784496.000000 Penalty: 103674.632812
Iteration 95Q: 30 clusters Score -1.427845e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 29001 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17362 members 
Mstep: Class 7 contains 95517 members 
Mstep: Class 8 contains 17538 members 
Mstep: Class 9 contains 847040 members 
Mstep: Class 10 contains 40918 members 
Mstep: Class 11 contains 286066 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23443 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 37073 members 
Mstep: Class 16 contains 24913 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 48700 members 
Mstep: Class 19 contains 52786 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 18864 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 162143 members 
Mstep: Class 25 contains 3657 members 
Mstep: Class 26 contains 19971 members 
Mstep: Class 27 contains 8360 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784480.000000 Penalty: 103674.632812
Iteration 96Q: 30 clusters Score -1.427845e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 29011 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 17388 members 
Mstep: Class 7 contains 95518 members 
Mstep: Class 8 contains 17509 members 
Mstep: Class 9 contains 846982 members 
Mstep: Class 10 contains 40917 members 
Mstep: Class 11 contains 286055 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23440 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 37033 members 
Mstep: Class 16 contains 24913 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 48703 members 
Mstep: Class 19 contains 52791 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 18893 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 162140 members 
Mstep: Class 25 contains 3651 members 
Mstep: Class 26 contains 20040 members 
Mstep: Class 27 contains 8361 members 
Mstep: Class 28 contains 3487 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784496.000000 Penalty: 103674.632812
Iteration 97Q: 30 clusters Score -1.427845e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 29005 members 
Mstep: Class 3 contains 17162 members 
Mstep: Class 4 contains 4297 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17407 members 
Mstep: Class 7 contains 95514 members 
Mstep: Class 8 contains 17470 members 
Mstep: Class 9 contains 846924 members 
Mstep: Class 10 contains 40911 members 
Mstep: Class 11 contains 286057 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23434 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 36973 members 
Mstep: Class 16 contains 24914 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 48707 members 
Mstep: Class 19 contains 52800 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 18920 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 162141 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 20145 members 
Mstep: Class 27 contains 8364 members 
Mstep: Class 28 contains 3486 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784576.000000 Penalty: 103674.632812
Iteration 98Q: 30 clusters Score -1.427846e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 29001 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17428 members 
Mstep: Class 7 contains 95513 members 
Mstep: Class 8 contains 17438 members 
Mstep: Class 9 contains 846879 members 
Mstep: Class 10 contains 40911 members 
Mstep: Class 11 contains 286049 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23429 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 36913 members 
Mstep: Class 16 contains 24915 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 48708 members 
Mstep: Class 19 contains 52802 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 18948 members 
Mstep: Class 22 contains 1850 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 162137 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 20242 members 
Mstep: Class 27 contains 8367 members 
Mstep: Class 28 contains 3484 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784528.000000 Penalty: 103674.632812
Iteration 99Q: 30 clusters Score -1.427845e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 29002 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 17440 members 
Mstep: Class 7 contains 95504 members 
Mstep: Class 8 contains 17408 members 
Mstep: Class 9 contains 846855 members 
Mstep: Class 10 contains 40905 members 
Mstep: Class 11 contains 286046 members 
Mstep: Class 12 contains 4988 members 
Mstep: Class 13 contains 23424 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 36847 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 48707 members 
Mstep: Class 19 contains 52814 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 1852 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 162135 members 
Mstep: Class 25 contains 3647 members 
Mstep: Class 26 contains 20333 members 
Mstep: Class 27 contains 8370 members 
Mstep: Class 28 contains 3478 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784544.000000 Penalty: 103674.632812
Iteration 100F: 30 clusters Score -1.427845e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 29000 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 4293 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 17455 members 
Mstep: Class 7 contains 95499 members 
Mstep: Class 8 contains 17371 members 
Mstep: Class 9 contains 846819 members 
Mstep: Class 10 contains 40905 members 
Mstep: Class 11 contains 286042 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 23418 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 36797 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 48709 members 
Mstep: Class 19 contains 52813 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 18985 members 
Mstep: Class 22 contains 1862 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 162139 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 20422 members 
Mstep: Class 27 contains 8378 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784560.000000 Penalty: 103674.632812
Iteration 101Q: 30 clusters Score -1.427846e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 28999 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 95498 members 
Mstep: Class 8 contains 17325 members 
Mstep: Class 9 contains 846790 members 
Mstep: Class 10 contains 40905 members 
Mstep: Class 11 contains 286022 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 23415 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 36745 members 
Mstep: Class 16 contains 24915 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 48712 members 
Mstep: Class 19 contains 52815 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 20737 members 
Mstep: Class 24 contains 162143 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 20519 members 
Mstep: Class 27 contains 8390 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784656.000000 Penalty: 103674.632812
Iteration 102Q: 30 clusters Score -1.427847e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 29004 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4293 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 95504 members 
Mstep: Class 8 contains 17272 members 
Mstep: Class 9 contains 846764 members 
Mstep: Class 10 contains 40904 members 
Mstep: Class 11 contains 286004 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 23415 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 36689 members 
Mstep: Class 16 contains 24915 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 48714 members 
Mstep: Class 19 contains 52818 members 
Mstep: Class 20 contains 9252 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 1871 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 162147 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 20616 members 
Mstep: Class 27 contains 8407 members 
Mstep: Class 28 contains 3475 members 
Mstep: Class 29 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784528.000000 Penalty: 103674.632812
Iteration 103Q: 30 clusters Score -1.427845e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 29004 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17480 members 
Mstep: Class 7 contains 95508 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 846750 members 
Mstep: Class 10 contains 40905 members 
Mstep: Class 11 contains 285996 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 23412 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36606 members 
Mstep: Class 16 contains 24915 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 52820 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 19034 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 20739 members 
Mstep: Class 24 contains 162145 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 20712 members 
Mstep: Class 27 contains 8413 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784544.000000 Penalty: 103674.632812
Iteration 104Q: 30 clusters Score -1.427845e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 29014 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17480 members 
Mstep: Class 7 contains 95510 members 
Mstep: Class 8 contains 17194 members 
Mstep: Class 9 contains 846724 members 
Mstep: Class 10 contains 40898 members 
Mstep: Class 11 contains 285989 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 23409 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 52821 members 
Mstep: Class 20 contains 9252 members 
Mstep: Class 21 contains 19059 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 162145 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 20794 members 
Mstep: Class 27 contains 8415 members 
Mstep: Class 28 contains 3476 members 
Mstep: Class 29 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784592.000000 Penalty: 103674.632812
Iteration 105Q: 30 clusters Score -1.427846e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 29023 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17482 members 
Mstep: Class 7 contains 95506 members 
Mstep: Class 8 contains 17169 members 
Mstep: Class 9 contains 846697 members 
Mstep: Class 10 contains 40894 members 
Mstep: Class 11 contains 285988 members 
Mstep: Class 12 contains 4956 members 
Mstep: Class 13 contains 23406 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36502 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 48717 members 
Mstep: Class 19 contains 52821 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20735 members 
Mstep: Class 24 contains 162145 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 20874 members 
Mstep: Class 27 contains 8413 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784656.000000 Penalty: 103674.632812
Iteration 106Q: 30 clusters Score -1.427847e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17476 members 
Mstep: Class 7 contains 95498 members 
Mstep: Class 8 contains 17140 members 
Mstep: Class 9 contains 846694 members 
Mstep: Class 10 contains 40896 members 
Mstep: Class 11 contains 285988 members 
Mstep: Class 12 contains 4951 members 
Mstep: Class 13 contains 23400 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 36448 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 48717 members 
Mstep: Class 19 contains 52810 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 19088 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162146 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 20964 members 
Mstep: Class 27 contains 8412 members 
Mstep: Class 28 contains 3472 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784624.000000 Penalty: 103674.632812
Iteration 107Q: 30 clusters Score -1.427846e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 17475 members 
Mstep: Class 7 contains 95495 members 
Mstep: Class 8 contains 17118 members 
Mstep: Class 9 contains 846707 members 
Mstep: Class 10 contains 40894 members 
Mstep: Class 11 contains 285977 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23394 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36387 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 52811 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 19098 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20724 members 
Mstep: Class 24 contains 162146 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21044 members 
Mstep: Class 27 contains 8417 members 
Mstep: Class 28 contains 3473 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
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Iteration 108Q: 30 clusters Score -1.427848e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 17476 members 
Mstep: Class 7 contains 95488 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 846716 members 
Mstep: Class 10 contains 40889 members 
Mstep: Class 11 contains 285966 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23388 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36346 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 48713 members 
Mstep: Class 19 contains 52806 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 19104 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 162151 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21112 members 
Mstep: Class 27 contains 8418 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784752.000000 Penalty: 103674.632812
Iteration 109Q: 30 clusters Score -1.427848e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17159 members 
Mstep: Class 4 contains 4293 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 17471 members 
Mstep: Class 7 contains 95485 members 
Mstep: Class 8 contains 17069 members 
Mstep: Class 9 contains 846723 members 
Mstep: Class 10 contains 40884 members 
Mstep: Class 11 contains 285963 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23384 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 36301 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 48714 members 
Mstep: Class 19 contains 52799 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 19109 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 162153 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21189 members 
Mstep: Class 27 contains 8421 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784896.000000 Penalty: 103674.632812
Iteration 110Q: 30 clusters Score -1.427849e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4292 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 17473 members 
Mstep: Class 7 contains 95485 members 
Mstep: Class 8 contains 17040 members 
Mstep: Class 9 contains 846710 members 
Mstep: Class 10 contains 40878 members 
Mstep: Class 11 contains 285962 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23382 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 36246 members 
Mstep: Class 16 contains 24916 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 52796 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 19117 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20721 members 
Mstep: Class 24 contains 162157 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21268 members 
Mstep: Class 27 contains 8425 members 
Mstep: Class 28 contains 3468 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784960.000000 Penalty: 103674.632812
Iteration 111Q: 30 clusters Score -1.42785e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 17482 members 
Mstep: Class 7 contains 95490 members 
Mstep: Class 8 contains 17014 members 
Mstep: Class 9 contains 846707 members 
Mstep: Class 10 contains 40866 members 
Mstep: Class 11 contains 285955 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23378 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 36181 members 
Mstep: Class 16 contains 24917 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 48718 members 
Mstep: Class 19 contains 52796 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 19116 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 162156 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21362 members 
Mstep: Class 27 contains 8430 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784880.000000 Penalty: 103674.632812
Iteration 112Q: 30 clusters Score -1.427849e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 29035 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4291 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 17500 members 
Mstep: Class 7 contains 95489 members 
Mstep: Class 8 contains 16982 members 
Mstep: Class 9 contains 846702 members 
Mstep: Class 10 contains 40862 members 
Mstep: Class 11 contains 285951 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23375 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 36112 members 
Mstep: Class 16 contains 24918 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 48718 members 
Mstep: Class 19 contains 52799 members 
Mstep: Class 20 contains 9264 members 
Mstep: Class 21 contains 19123 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 162154 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21456 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 3464 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142784832.000000 Penalty: 103674.632812
Iteration 113Q: 30 clusters Score -1.427848e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 29033 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4294 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 17509 members 
Mstep: Class 7 contains 95485 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 846691 members 
Mstep: Class 10 contains 40862 members 
Mstep: Class 11 contains 285948 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23371 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 36056 members 
Mstep: Class 16 contains 24919 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 48717 members 
Mstep: Class 19 contains 52799 members 
Mstep: Class 20 contains 9267 members 
Mstep: Class 21 contains 19138 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 162154 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21526 members 
Mstep: Class 27 contains 8432 members 
Mstep: Class 28 contains 3462 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785008.000000 Penalty: 103674.632812
Iteration 114Q: 30 clusters Score -1.42785e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 17517 members 
Mstep: Class 7 contains 95480 members 
Mstep: Class 8 contains 16934 members 
Mstep: Class 9 contains 846689 members 
Mstep: Class 10 contains 40860 members 
Mstep: Class 11 contains 285944 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23366 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35998 members 
Mstep: Class 16 contains 24920 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 52798 members 
Mstep: Class 20 contains 9269 members 
Mstep: Class 21 contains 19153 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 162152 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21595 members 
Mstep: Class 27 contains 8432 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785072.000000 Penalty: 103674.632812
Iteration 115Q: 30 clusters Score -1.427851e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4301 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17522 members 
Mstep: Class 7 contains 95472 members 
Mstep: Class 8 contains 16901 members 
Mstep: Class 9 contains 846686 members 
Mstep: Class 10 contains 40855 members 
Mstep: Class 11 contains 285933 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23363 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35955 members 
Mstep: Class 16 contains 24920 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 48714 members 
Mstep: Class 19 contains 52798 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19162 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 162152 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21671 members 
Mstep: Class 27 contains 8441 members 
Mstep: Class 28 contains 3458 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785184.000000 Penalty: 103674.632812
Iteration 116Q: 30 clusters Score -1.427852e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29044 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4306 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17520 members 
Mstep: Class 7 contains 95466 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 846683 members 
Mstep: Class 10 contains 40846 members 
Mstep: Class 11 contains 285932 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23356 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35906 members 
Mstep: Class 16 contains 24921 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 52798 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 162154 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21743 members 
Mstep: Class 27 contains 8440 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785200.000000 Penalty: 103674.632812
Iteration 117Q: 30 clusters Score -1.427852e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 29053 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 17514 members 
Mstep: Class 7 contains 95460 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 9 contains 846689 members 
Mstep: Class 10 contains 40841 members 
Mstep: Class 11 contains 285920 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23350 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35832 members 
Mstep: Class 16 contains 24922 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 52800 members 
Mstep: Class 20 contains 9269 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20712 members 
Mstep: Class 24 contains 162149 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21847 members 
Mstep: Class 27 contains 8439 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142785232.000000 Penalty: 103674.632812
Iteration 118Q: 30 clusters Score -1.427852e+08 nChanged 308
Entering ConstructFrom: 
Score: -142785232.000000 Penalty: 103674.632812
Entering ConstructFrom: 
Trying to split cluster 1 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -310310.156250 Penalty: 2061.165771
	Iteration 0F: 2 clusters Score -310310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -306363.781250 Penalty: 4122.331543
	Iteration 0F: 3 clusters Score -306363.8 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -307344.187500 Penalty: 4122.331543
	Iteration 1F: 3 clusters Score -307344.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -307582.281250 Penalty: 4122.331543
	Iteration 2F: 3 clusters Score -307582.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -307722.093750 Penalty: 4122.331543
	Iteration 3F: 3 clusters Score -307722.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -307826.531250 Penalty: 4122.331543
	Iteration 4Q: 3 clusters Score -307826.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -307897.125000 Penalty: 4122.331543
	Iteration 5Q: 3 clusters Score -307897.1 nChanged 98
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: -307940.625000 Penalty: 4122.331543
	Iteration 6Q: 3 clusters Score -307940.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -307971.687500 Penalty: 4122.331543
	Iteration 7Q: 3 clusters Score -307971.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -307988.000000 Penalty: 4122.331543
	Iteration 8Q: 3 clusters Score -307988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -308004.718750 Penalty: 4122.331543
	Iteration 9Q: 3 clusters Score -308004.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -308022.406250 Penalty: 4122.331543
	Iteration 10Q: 3 clusters Score -308022.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -308037.125000 Penalty: 4122.331543
	Iteration 11Q: 3 clusters Score -308037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -308049.687500 Penalty: 4122.331543
	Iteration 12Q: 3 clusters Score -308049.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -308065.437500 Penalty: 4122.331543
	Iteration 13Q: 3 clusters Score -308065.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -308077.406250 Penalty: 4122.331543
	Iteration 14Q: 3 clusters Score -308077.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -308083.781250 Penalty: 4122.331543
	Iteration 15Q: 3 clusters Score -308083.8 nChanged 14
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: -308089.031250 Penalty: 4122.331543
	Iteration 16Q: 3 clusters Score -308089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -308095.562500 Penalty: 4122.331543
	Iteration 17Q: 3 clusters Score -308095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -308098.750000 Penalty: 4122.331543
	Iteration 18Q: 3 clusters Score -308098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -308101.437500 Penalty: 4122.331543
	Iteration 19Q: 3 clusters Score -308101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -308104.093750 Penalty: 4122.331543
	Iteration 20F: 3 clusters Score -308104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -308106.156250 Penalty: 4122.331543
	Iteration 21Q: 3 clusters Score -308106.2 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: -308107.687500 Penalty: 4122.331543
	Iteration 22Q: 3 clusters Score -308107.7 nChanged 6
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: -308109.031250 Penalty: 4122.331543
	Iteration 23Q: 3 clusters Score -308109 nChanged 5
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: -308110.375000 Penalty: 4122.331543
	Iteration 24Q: 3 clusters Score -308110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -308111.406250 Penalty: 4122.331543
	Iteration 25Q: 3 clusters Score -308111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -308111.406250 Penalty: 4122.331543
	Iteration 26Q: 3 clusters Score -308111.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -308111.406250 Penalty: 4122.331543
	Iteration 27F: 3 clusters Score -308111.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Entering Unmasked Estep 
Score: -2253518.000000 Penalty: 2548.648438
	Iteration 0F: 2 clusters Score -2253518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2233513.750000 Penalty: 5097.296875
	Iteration 0F: 3 clusters Score -2233514 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2240725.750000 Penalty: 5097.296875
	Iteration 1F: 3 clusters Score -2240726 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2241268.500000 Penalty: 5097.296875
	Iteration 2Q: 3 clusters Score -2241268 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2241889.500000 Penalty: 5097.296875
	Iteration 3Q: 3 clusters Score -2241890 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2242636.000000 Penalty: 5097.296875
	Iteration 4F: 3 clusters Score -2242636 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2243588.000000 Penalty: 5097.296875
	Iteration 5F: 3 clusters Score -2243588 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2244785.750000 Penalty: 5097.296875
	Iteration 6F: 3 clusters Score -2244786 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2246176.500000 Penalty: 5097.296875
	Iteration 7F: 3 clusters Score -2246176 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2247770.500000 Penalty: 5097.296875
	Iteration 8F: 3 clusters Score -2247770 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2249226.500000 Penalty: 5097.296875
	Iteration 9F: 3 clusters Score -2249226 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2250065.750000 Penalty: 5097.296875
	Iteration 10Q: 3 clusters Score -2250066 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2250504.500000 Penalty: 5097.296875
	Iteration 11Q: 3 clusters Score -2250504 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2250732.500000 Penalty: 5097.296875
	Iteration 12Q: 3 clusters Score -2250732 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2250879.250000 Penalty: 5097.296875
	Iteration 13Q: 3 clusters Score -2250879 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2250996.250000 Penalty: 5097.296875
	Iteration 14Q: 3 clusters Score -2250996 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2251107.000000 Penalty: 5097.296875
	Iteration 15Q: 3 clusters Score -2251107 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2251207.000000 Penalty: 5097.296875
	Iteration 16Q: 3 clusters Score -2251207 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2251283.750000 Penalty: 5097.296875
	Iteration 17Q: 3 clusters Score -2251284 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2251330.500000 Penalty: 5097.296875
	Iteration 18Q: 3 clusters Score -2251330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -2251377.000000 Penalty: 5097.296875
	Iteration 19Q: 3 clusters Score -2251377 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2251399.250000 Penalty: 5097.296875
	Iteration 20F: 3 clusters Score -2251399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2251427.250000 Penalty: 5097.296875
	Iteration 21Q: 3 clusters Score -2251427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2251432.750000 Penalty: 5097.296875
	Iteration 22Q: 3 clusters Score -2251433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2251445.000000 Penalty: 5097.296875
	Iteration 23Q: 3 clusters Score -2251445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2251460.500000 Penalty: 5097.296875
	Iteration 24Q: 3 clusters Score -2251460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2251461.250000 Penalty: 5097.296875
	Iteration 25Q: 3 clusters Score -2251461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2251472.750000 Penalty: 5097.296875
	Iteration 26Q: 3 clusters Score -2251473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2251484.000000 Penalty: 5097.296875
	Iteration 27Q: 3 clusters Score -2251484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2251483.500000 Penalty: 5097.296875
	Iteration 28Q: 3 clusters Score -2251484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2251483.500000 Penalty: 5097.296875
	Iteration 29Q: 3 clusters Score -2251484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2251480.000000 Penalty: 5097.296875
	Iteration 30Q: 3 clusters Score -2251480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2251483.500000 Penalty: 5097.296875
	Iteration 31Q: 3 clusters Score -2251484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -2251488.000000 Penalty: 5097.296875
	Iteration 32Q: 3 clusters Score -2251488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2251493.250000 Penalty: 5097.296875
	Iteration 33Q: 3 clusters Score -2251493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2251496.000000 Penalty: 5097.296875
	Iteration 34Q: 3 clusters Score -2251496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2251502.750000 Penalty: 5097.296875
	Iteration 35Q: 3 clusters Score -2251503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2251505.250000 Penalty: 5097.296875
	Iteration 36Q: 3 clusters Score -2251505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2251514.000000 Penalty: 5097.296875
	Iteration 37Q: 3 clusters Score -2251514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2251511.250000 Penalty: 5097.296875
	Iteration 38Q: 3 clusters Score -2251511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2251512.250000 Penalty: 5097.296875
	Iteration 39Q: 3 clusters Score -2251512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2251513.500000 Penalty: 5097.296875
	Iteration 40F: 3 clusters Score -2251514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2251527.250000 Penalty: 5097.296875
	Iteration 41Q: 3 clusters Score -2251527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2251531.000000 Penalty: 5097.296875
	Iteration 42Q: 3 clusters Score -2251531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2251522.250000 Penalty: 5097.296875
	Iteration 43Q: 3 clusters Score -2251522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2251529.000000 Penalty: 5097.296875
	Iteration 44Q: 3 clusters Score -2251529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2251533.750000 Penalty: 5097.296875
	Iteration 45Q: 3 clusters Score -2251534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2251541.500000 Penalty: 5097.296875
	Iteration 46Q: 3 clusters Score -2251542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2251549.500000 Penalty: 5097.296875
	Iteration 47Q: 3 clusters Score -2251550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2251554.500000 Penalty: 5097.296875
	Iteration 48Q: 3 clusters Score -2251554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2251558.250000 Penalty: 5097.296875
	Iteration 49Q: 3 clusters Score -2251558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -2251562.750000 Penalty: 5097.296875
	Iteration 50Q: 3 clusters Score -2251563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2251557.000000 Penalty: 5097.296875
	Iteration 51Q: 3 clusters Score -2251557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2251566.750000 Penalty: 5097.296875
	Iteration 52Q: 3 clusters Score -2251567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2251568.000000 Penalty: 5097.296875
	Iteration 53Q: 3 clusters Score -2251568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2251569.750000 Penalty: 5097.296875
	Iteration 54Q: 3 clusters Score -2251570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2251575.250000 Penalty: 5097.296875
	Iteration 55Q: 3 clusters Score -2251575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2251577.000000 Penalty: 5097.296875
	Iteration 56Q: 3 clusters Score -2251577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2251578.500000 Penalty: 5097.296875
	Iteration 57Q: 3 clusters Score -2251578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2251584.750000 Penalty: 5097.296875
	Iteration 58Q: 3 clusters Score -2251585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2251588.500000 Penalty: 5097.296875
	Iteration 59Q: 3 clusters Score -2251588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2251588.500000 Penalty: 5097.296875
	Iteration 60F: 3 clusters Score -2251588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2251600.750000 Penalty: 5097.296875
	Iteration 61Q: 3 clusters Score -2251601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2251604.750000 Penalty: 5097.296875
	Iteration 62Q: 3 clusters Score -2251605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2251611.750000 Penalty: 5097.296875
	Iteration 63Q: 3 clusters Score -2251612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2251608.500000 Penalty: 5097.296875
	Iteration 64Q: 3 clusters Score -2251608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2251615.250000 Penalty: 5097.296875
	Iteration 65Q: 3 clusters Score -2251615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2251618.750000 Penalty: 5097.296875
	Iteration 66Q: 3 clusters Score -2251619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2251622.000000 Penalty: 5097.296875
	Iteration 67Q: 3 clusters Score -2251622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2251628.250000 Penalty: 5097.296875
	Iteration 68Q: 3 clusters Score -2251628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -2251628.750000 Penalty: 5097.296875
	Iteration 69Q: 3 clusters Score -2251629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2251641.250000 Penalty: 5097.296875
	Iteration 70Q: 3 clusters Score -2251641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2251642.500000 Penalty: 5097.296875
	Iteration 71Q: 3 clusters Score -2251642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2251644.250000 Penalty: 5097.296875
	Iteration 72Q: 3 clusters Score -2251644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2251651.500000 Penalty: 5097.296875
	Iteration 73Q: 3 clusters Score -2251652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -2251648.500000 Penalty: 5097.296875
	Iteration 74Q: 3 clusters Score -2251648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2251652.000000 Penalty: 5097.296875
	Iteration 75Q: 3 clusters Score -2251652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2251653.750000 Penalty: 5097.296875
	Iteration 76Q: 3 clusters Score -2251654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2251658.500000 Penalty: 5097.296875
	Iteration 77Q: 3 clusters Score -2251658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -2251657.250000 Penalty: 5097.296875
	Iteration 78Q: 3 clusters Score -2251657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2251655.000000 Penalty: 5097.296875
	Iteration 79Q: 3 clusters Score -2251655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2251653.750000 Penalty: 5097.296875
	Iteration 80F: 3 clusters Score -2251654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2251658.750000 Penalty: 5097.296875
	Iteration 81Q: 3 clusters Score -2251659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2251659.500000 Penalty: 5097.296875
	Iteration 82Q: 3 clusters Score -2251660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2251659.750000 Penalty: 5097.296875
	Iteration 83Q: 3 clusters Score -2251660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2251665.000000 Penalty: 5097.296875
	Iteration 84Q: 3 clusters Score -2251665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -2251665.000000 Penalty: 5097.296875
	Iteration 85F: 3 clusters Score -2251665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Entering Unmasked Estep 
Score: -1422522.125000 Penalty: 2418.040039
	Iteration 0F: 2 clusters Score -1422522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1410285.125000 Penalty: 4836.080078
	Iteration 0F: 3 clusters Score -1410285 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1414263.500000 Penalty: 4836.080078
	Iteration 1F: 3 clusters Score -1414264 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1414631.375000 Penalty: 4836.080078
	Iteration 2F: 3 clusters Score -1414631 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1414950.875000 Penalty: 4836.080078
	Iteration 3Q: 3 clusters Score -1414951 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1415285.875000 Penalty: 4836.080078
	Iteration 4Q: 3 clusters Score -1415286 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1415616.750000 Penalty: 4836.080078
	Iteration 5Q: 3 clusters Score -1415617 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1416035.625000 Penalty: 4836.080078
	Iteration 6Q: 3 clusters Score -1416036 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1416476.000000 Penalty: 4836.080078
	Iteration 7Q: 3 clusters Score -1416476 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1416997.000000 Penalty: 4836.080078
	Iteration 8Q: 3 clusters Score -1416997 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1417644.625000 Penalty: 4836.080078
	Iteration 9F: 3 clusters Score -1417645 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1418373.625000 Penalty: 4836.080078
	Iteration 10F: 3 clusters Score -1418374 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1418991.750000 Penalty: 4836.080078
	Iteration 11Q: 3 clusters Score -1418992 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1419330.875000 Penalty: 4836.080078
	Iteration 12Q: 3 clusters Score -1419331 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1419492.875000 Penalty: 4836.080078
	Iteration 13Q: 3 clusters Score -1419493 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1419587.250000 Penalty: 4836.080078
	Iteration 14Q: 3 clusters Score -1419587 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1419658.375000 Penalty: 4836.080078
	Iteration 15Q: 3 clusters Score -1419658 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1419701.125000 Penalty: 4836.080078
	Iteration 16Q: 3 clusters Score -1419701 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1419747.000000 Penalty: 4836.080078
	Iteration 17Q: 3 clusters Score -1419747 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1419778.125000 Penalty: 4836.080078
	Iteration 18Q: 3 clusters Score -1419778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1419808.500000 Penalty: 4836.080078
	Iteration 19Q: 3 clusters Score -1419808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1419835.000000 Penalty: 4836.080078
	Iteration 20F: 3 clusters Score -1419835 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1419860.625000 Penalty: 4836.080078
	Iteration 21Q: 3 clusters Score -1419861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1419887.000000 Penalty: 4836.080078
	Iteration 22Q: 3 clusters Score -1419887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1419908.250000 Penalty: 4836.080078
	Iteration 23Q: 3 clusters Score -1419908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1419919.750000 Penalty: 4836.080078
	Iteration 24Q: 3 clusters Score -1419920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1419933.125000 Penalty: 4836.080078
	Iteration 25Q: 3 clusters Score -1419933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1419949.250000 Penalty: 4836.080078
	Iteration 26Q: 3 clusters Score -1419949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1419964.750000 Penalty: 4836.080078
	Iteration 27Q: 3 clusters Score -1419965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1419985.875000 Penalty: 4836.080078
	Iteration 28Q: 3 clusters Score -1419986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1420002.000000 Penalty: 4836.080078
	Iteration 29Q: 3 clusters Score -1420002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1420024.750000 Penalty: 4836.080078
	Iteration 30Q: 3 clusters Score -1420025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1420038.125000 Penalty: 4836.080078
	Iteration 31Q: 3 clusters Score -1420038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1420059.125000 Penalty: 4836.080078
	Iteration 32Q: 3 clusters Score -1420059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1420075.125000 Penalty: 4836.080078
	Iteration 33Q: 3 clusters Score -1420075 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1420096.250000 Penalty: 4836.080078
	Iteration 34Q: 3 clusters Score -1420096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1420113.375000 Penalty: 4836.080078
	Iteration 35Q: 3 clusters Score -1420113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1420133.250000 Penalty: 4836.080078
	Iteration 36Q: 3 clusters Score -1420133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1420151.625000 Penalty: 4836.080078
	Iteration 37Q: 3 clusters Score -1420152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1420165.875000 Penalty: 4836.080078
	Iteration 38Q: 3 clusters Score -1420166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1420188.375000 Penalty: 4836.080078
	Iteration 39Q: 3 clusters Score -1420188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1420199.750000 Penalty: 4836.080078
	Iteration 40F: 3 clusters Score -1420200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1420213.375000 Penalty: 4836.080078
	Iteration 41Q: 3 clusters Score -1420213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1420227.375000 Penalty: 4836.080078
	Iteration 42Q: 3 clusters Score -1420227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1420242.000000 Penalty: 4836.080078
	Iteration 43Q: 3 clusters Score -1420242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1420248.500000 Penalty: 4836.080078
	Iteration 44Q: 3 clusters Score -1420248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1420262.625000 Penalty: 4836.080078
	Iteration 45Q: 3 clusters Score -1420263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1420270.750000 Penalty: 4836.080078
	Iteration 46Q: 3 clusters Score -1420271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1420280.375000 Penalty: 4836.080078
	Iteration 47Q: 3 clusters Score -1420280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1420300.875000 Penalty: 4836.080078
	Iteration 48Q: 3 clusters Score -1420301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1420318.750000 Penalty: 4836.080078
	Iteration 49Q: 3 clusters Score -1420319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1420328.375000 Penalty: 4836.080078
	Iteration 50Q: 3 clusters Score -1420328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1420335.625000 Penalty: 4836.080078
	Iteration 51Q: 3 clusters Score -1420336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1420349.125000 Penalty: 4836.080078
	Iteration 52Q: 3 clusters Score -1420349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1420357.500000 Penalty: 4836.080078
	Iteration 53Q: 3 clusters Score -1420358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1420361.750000 Penalty: 4836.080078
	Iteration 54Q: 3 clusters Score -1420362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1420364.375000 Penalty: 4836.080078
	Iteration 55Q: 3 clusters Score -1420364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1420373.375000 Penalty: 4836.080078
	Iteration 56Q: 3 clusters Score -1420373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1420378.375000 Penalty: 4836.080078
	Iteration 57Q: 3 clusters Score -1420378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1420384.125000 Penalty: 4836.080078
	Iteration 58Q: 3 clusters Score -1420384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1420391.125000 Penalty: 4836.080078
	Iteration 59Q: 3 clusters Score -1420391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1420393.500000 Penalty: 4836.080078
	Iteration 60F: 3 clusters Score -1420394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1420397.625000 Penalty: 4836.080078
	Iteration 61Q: 3 clusters Score -1420398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1420404.000000 Penalty: 4836.080078
	Iteration 62Q: 3 clusters Score -1420404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1420412.875000 Penalty: 4836.080078
	Iteration 63Q: 3 clusters Score -1420413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1420426.250000 Penalty: 4836.080078
	Iteration 64Q: 3 clusters Score -1420426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1420428.500000 Penalty: 4836.080078
	Iteration 65Q: 3 clusters Score -1420428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1420437.250000 Penalty: 4836.080078
	Iteration 66Q: 3 clusters Score -1420437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1420448.250000 Penalty: 4836.080078
	Iteration 67Q: 3 clusters Score -1420448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1420450.500000 Penalty: 4836.080078
	Iteration 68Q: 3 clusters Score -1420450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1420459.625000 Penalty: 4836.080078
	Iteration 69Q: 3 clusters Score -1420460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1420468.500000 Penalty: 4836.080078
	Iteration 70Q: 3 clusters Score -1420468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1420466.250000 Penalty: 4836.080078
	Iteration 71Q: 3 clusters Score -1420466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1420473.000000 Penalty: 4836.080078
	Iteration 72Q: 3 clusters Score -1420473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1420476.875000 Penalty: 4836.080078
	Iteration 73Q: 3 clusters Score -1420477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1420477.000000 Penalty: 4836.080078
	Iteration 74Q: 3 clusters Score -1420477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1420481.750000 Penalty: 4836.080078
	Iteration 75Q: 3 clusters Score -1420482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1420481.250000 Penalty: 4836.080078
	Iteration 76Q: 3 clusters Score -1420481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1420483.125000 Penalty: 4836.080078
	Iteration 77Q: 3 clusters Score -1420483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1420484.250000 Penalty: 4836.080078
	Iteration 78Q: 3 clusters Score -1420484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1420487.375000 Penalty: 4836.080078
	Iteration 79Q: 3 clusters Score -1420487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1420486.625000 Penalty: 4836.080078
	Iteration 80F: 3 clusters Score -1420487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1420486.000000 Penalty: 4836.080078
	Iteration 81Q: 3 clusters Score -1420486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1420488.750000 Penalty: 4836.080078
	Iteration 82Q: 3 clusters Score -1420489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1420490.875000 Penalty: 4836.080078
	Iteration 83Q: 3 clusters Score -1420491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1420491.000000 Penalty: 4836.080078
	Iteration 84Q: 3 clusters Score -1420491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1420495.000000 Penalty: 4836.080078
	Iteration 85Q: 3 clusters Score -1420495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1420496.500000 Penalty: 4836.080078
	Iteration 86Q: 3 clusters Score -1420496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1420501.250000 Penalty: 4836.080078
	Iteration 87Q: 3 clusters Score -1420501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1420502.875000 Penalty: 4836.080078
	Iteration 88Q: 3 clusters Score -1420503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1420499.750000 Penalty: 4836.080078
	Iteration 89Q: 3 clusters Score -1420500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1420504.375000 Penalty: 4836.080078
	Iteration 90Q: 3 clusters Score -1420504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1420505.625000 Penalty: 4836.080078
	Iteration 91Q: 3 clusters Score -1420506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1420504.750000 Penalty: 4836.080078
	Iteration 92Q: 3 clusters Score -1420505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1420511.000000 Penalty: 4836.080078
	Iteration 93Q: 3 clusters Score -1420511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1420514.250000 Penalty: 4836.080078
	Iteration 94Q: 3 clusters Score -1420514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1420518.625000 Penalty: 4836.080078
	Iteration 95Q: 3 clusters Score -1420519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1420520.250000 Penalty: 4836.080078
	Iteration 96Q: 3 clusters Score -1420520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1420523.375000 Penalty: 4836.080078
	Iteration 97Q: 3 clusters Score -1420523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1420521.750000 Penalty: 4836.080078
	Iteration 98Q: 3 clusters Score -1420522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1420522.750000 Penalty: 4836.080078
	Iteration 99Q: 3 clusters Score -1420523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1420522.750000 Penalty: 4836.080078
	Iteration 100F: 3 clusters Score -1420523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -334784.625000 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -334784.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -330750.187500 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -330750.2 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -331684.125000 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -331684.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -331857.156250 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -331857.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -331977.500000 Penalty: 4151.216797
	Iteration 3Q: 3 clusters Score -331977.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -332070.656250 Penalty: 4151.216797
	Iteration 4Q: 3 clusters Score -332070.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -332147.406250 Penalty: 4151.216797
	Iteration 5Q: 3 clusters Score -332147.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -332240.531250 Penalty: 4151.216797
	Iteration 6Q: 3 clusters Score -332240.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -332370.343750 Penalty: 4151.216797
	Iteration 7Q: 3 clusters Score -332370.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -332537.812500 Penalty: 4151.216797
	Iteration 8Q: 3 clusters Score -332537.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -332748.375000 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -332748.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -332930.468750 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -332930.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -333076.093750 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -333076.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -333204.031250 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -333204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -333318.937500 Penalty: 4151.216797
	Iteration 13Q: 3 clusters Score -333318.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -333422.250000 Penalty: 4151.216797
	Iteration 14Q: 3 clusters Score -333422.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -333512.156250 Penalty: 4151.216797
	Iteration 15Q: 3 clusters Score -333512.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -333593.812500 Penalty: 4151.216797
	Iteration 16Q: 3 clusters Score -333593.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -333658.125000 Penalty: 4151.216797
	Iteration 17Q: 3 clusters Score -333658.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -333719.375000 Penalty: 4151.216797
	Iteration 18Q: 3 clusters Score -333719.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -333781.187500 Penalty: 4151.216797
	Iteration 19Q: 3 clusters Score -333781.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -333839.406250 Penalty: 4151.216797
	Iteration 20F: 3 clusters Score -333839.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -333886.937500 Penalty: 4151.216797
	Iteration 21Q: 3 clusters Score -333886.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -333917.218750 Penalty: 4151.216797
	Iteration 22Q: 3 clusters Score -333917.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -333951.937500 Penalty: 4151.216797
	Iteration 23Q: 3 clusters Score -333951.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -333976.062500 Penalty: 4151.216797
	Iteration 24Q: 3 clusters Score -333976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -334011.156250 Penalty: 4151.216797
	Iteration 25Q: 3 clusters Score -334011.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -334032.531250 Penalty: 4151.216797
	Iteration 26Q: 3 clusters Score -334032.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -334044.000000 Penalty: 4151.216797
	Iteration 27Q: 3 clusters Score -334044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -334058.531250 Penalty: 4151.216797
	Iteration 28Q: 3 clusters Score -334058.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -334072.343750 Penalty: 4151.216797
	Iteration 29Q: 3 clusters Score -334072.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -334081.687500 Penalty: 4151.216797
	Iteration 30Q: 3 clusters Score -334081.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -334089.906250 Penalty: 4151.216797
	Iteration 31Q: 3 clusters Score -334089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -334096.437500 Penalty: 4151.216797
	Iteration 32Q: 3 clusters Score -334096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -334102.250000 Penalty: 4151.216797
	Iteration 33Q: 3 clusters Score -334102.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -334108.406250 Penalty: 4151.216797
	Iteration 34Q: 3 clusters Score -334108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -334112.656250 Penalty: 4151.216797
	Iteration 35Q: 3 clusters Score -334112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -334115.062500 Penalty: 4151.216797
	Iteration 36Q: 3 clusters Score -334115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -334115.656250 Penalty: 4151.216797
	Iteration 37Q: 3 clusters Score -334115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -334115.656250 Penalty: 4151.216797
	Iteration 38F: 3 clusters Score -334115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -517385.343750 Penalty: 2177.635254
	Iteration 0F: 2 clusters Score -517385.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -511834.906250 Penalty: 4355.270508
	Iteration 0F: 3 clusters Score -511834.9 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -513413.437500 Penalty: 4355.270508
	Iteration 1F: 3 clusters Score -513413.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -513709.062500 Penalty: 4355.270508
	Iteration 2F: 3 clusters Score -513709.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -513952.625000 Penalty: 4355.270508
	Iteration 3F: 3 clusters Score -513952.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -514144.875000 Penalty: 4355.270508
	Iteration 4Q: 3 clusters Score -514144.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -514309.781250 Penalty: 4355.270508
	Iteration 5Q: 3 clusters Score -514309.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -514505.437500 Penalty: 4355.270508
	Iteration 6Q: 3 clusters Score -514505.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -514716.875000 Penalty: 4355.270508
	Iteration 7Q: 3 clusters Score -514716.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -514972.437500 Penalty: 4355.270508
	Iteration 8Q: 3 clusters Score -514972.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -515185.093750 Penalty: 4355.270508
	Iteration 9Q: 3 clusters Score -515185.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -515387.781250 Penalty: 4355.270508
	Iteration 10Q: 3 clusters Score -515387.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -515592.375000 Penalty: 4355.270508
	Iteration 11Q: 3 clusters Score -515592.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -515759.031250 Penalty: 4355.270508
	Iteration 12Q: 3 clusters Score -515759 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -515866.906250 Penalty: 4355.270508
	Iteration 13Q: 3 clusters Score -515866.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -515944.906250 Penalty: 4355.270508
	Iteration 14Q: 3 clusters Score -515944.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -515988.250000 Penalty: 4355.270508
	Iteration 15Q: 3 clusters Score -515988.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -516020.000000 Penalty: 4355.270508
	Iteration 16Q: 3 clusters Score -516020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -516046.937500 Penalty: 4355.270508
	Iteration 17Q: 3 clusters Score -516046.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -516065.093750 Penalty: 4355.270508
	Iteration 18Q: 3 clusters Score -516065.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -516082.500000 Penalty: 4355.270508
	Iteration 19Q: 3 clusters Score -516082.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -516094.468750 Penalty: 4355.270508
	Iteration 20F: 3 clusters Score -516094.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -516106.750000 Penalty: 4355.270508
	Iteration 21Q: 3 clusters Score -516106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -516112.468750 Penalty: 4355.270508
	Iteration 22Q: 3 clusters Score -516112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -516115.250000 Penalty: 4355.270508
	Iteration 23Q: 3 clusters Score -516115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -516115.125000 Penalty: 4355.270508
	Iteration 24Q: 3 clusters Score -516115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -516116.250000 Penalty: 4355.270508
	Iteration 25Q: 3 clusters Score -516116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -516117.031250 Penalty: 4355.270508
	Iteration 26Q: 3 clusters Score -516117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -516117.437500 Penalty: 4355.270508
	Iteration 27Q: 3 clusters Score -516117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -516118.437500 Penalty: 4355.270508
	Iteration 28Q: 3 clusters Score -516118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -516120.687500 Penalty: 4355.270508
	Iteration 29Q: 3 clusters Score -516120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -516123.781250 Penalty: 4355.270508
	Iteration 30Q: 3 clusters Score -516123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -516123.968750 Penalty: 4355.270508
	Iteration 31Q: 3 clusters Score -516124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -516124.875000 Penalty: 4355.270508
	Iteration 32Q: 3 clusters Score -516124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -516127.000000 Penalty: 4355.270508
	Iteration 33Q: 3 clusters Score -516127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -516129.500000 Penalty: 4355.270508
	Iteration 34Q: 3 clusters Score -516129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -516133.625000 Penalty: 4355.270508
	Iteration 35Q: 3 clusters Score -516133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -516137.406250 Penalty: 4355.270508
	Iteration 36Q: 3 clusters Score -516137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -516138.593750 Penalty: 4355.270508
	Iteration 37Q: 3 clusters Score -516138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -516137.812500 Penalty: 4355.270508
	Iteration 38Q: 3 clusters Score -516137.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -516137.812500 Penalty: 4355.270508
	Iteration 39F: 3 clusters Score -516137.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Entering Unmasked Estep 
Score: -1212223.250000 Penalty: 2423.119141
	Iteration 0F: 2 clusters Score -1212223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1199690.375000 Penalty: 4846.238281
	Iteration 0F: 3 clusters Score -1199690 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1203706.875000 Penalty: 4846.238281
	Iteration 1F: 3 clusters Score -1203707 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1204258.000000 Penalty: 4846.238281
	Iteration 2F: 3 clusters Score -1204258 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1204724.375000 Penalty: 4846.238281
	Iteration 3F: 3 clusters Score -1204724 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1205210.875000 Penalty: 4846.238281
	Iteration 4F: 3 clusters Score -1205211 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1205737.625000 Penalty: 4846.238281
	Iteration 5F: 3 clusters Score -1205738 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1206288.000000 Penalty: 4846.238281
	Iteration 6F: 3 clusters Score -1206288 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1206850.875000 Penalty: 4846.238281
	Iteration 7F: 3 clusters Score -1206851 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1207406.000000 Penalty: 4846.238281
	Iteration 8Q: 3 clusters Score -1207406 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1207943.000000 Penalty: 4846.238281
	Iteration 9Q: 3 clusters Score -1207943 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1208347.500000 Penalty: 4846.238281
	Iteration 10Q: 3 clusters Score -1208348 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1208680.875000 Penalty: 4846.238281
	Iteration 11Q: 3 clusters Score -1208681 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1208976.875000 Penalty: 4846.238281
	Iteration 12Q: 3 clusters Score -1208977 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1209231.125000 Penalty: 4846.238281
	Iteration 13Q: 3 clusters Score -1209231 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1209439.750000 Penalty: 4846.238281
	Iteration 14Q: 3 clusters Score -1209440 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1209580.875000 Penalty: 4846.238281
	Iteration 15Q: 3 clusters Score -1209581 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1209717.250000 Penalty: 4846.238281
	Iteration 16Q: 3 clusters Score -1209717 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1209838.000000 Penalty: 4846.238281
	Iteration 17Q: 3 clusters Score -1209838 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1209929.875000 Penalty: 4846.238281
	Iteration 18Q: 3 clusters Score -1209930 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1210018.250000 Penalty: 4846.238281
	Iteration 19Q: 3 clusters Score -1210018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1210113.500000 Penalty: 4846.238281
	Iteration 20F: 3 clusters Score -1210114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1210221.125000 Penalty: 4846.238281
	Iteration 21Q: 3 clusters Score -1210221 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1210307.250000 Penalty: 4846.238281
	Iteration 22Q: 3 clusters Score -1210307 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -1210371.500000 Penalty: 4846.238281
	Iteration 23Q: 3 clusters Score -1210372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1210415.875000 Penalty: 4846.238281
	Iteration 24Q: 3 clusters Score -1210416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1210446.875000 Penalty: 4846.238281
	Iteration 25Q: 3 clusters Score -1210447 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1210480.125000 Penalty: 4846.238281
	Iteration 26Q: 3 clusters Score -1210480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1210518.500000 Penalty: 4846.238281
	Iteration 27Q: 3 clusters Score -1210518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1210556.375000 Penalty: 4846.238281
	Iteration 28Q: 3 clusters Score -1210556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1210576.000000 Penalty: 4846.238281
	Iteration 29Q: 3 clusters Score -1210576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1210591.750000 Penalty: 4846.238281
	Iteration 30Q: 3 clusters Score -1210592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1210612.625000 Penalty: 4846.238281
	Iteration 31Q: 3 clusters Score -1210613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1210632.750000 Penalty: 4846.238281
	Iteration 32Q: 3 clusters Score -1210633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1210647.125000 Penalty: 4846.238281
	Iteration 33Q: 3 clusters Score -1210647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1210660.625000 Penalty: 4846.238281
	Iteration 34Q: 3 clusters Score -1210661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1210672.000000 Penalty: 4846.238281
	Iteration 35Q: 3 clusters Score -1210672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1210689.250000 Penalty: 4846.238281
	Iteration 36Q: 3 clusters Score -1210689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1210695.875000 Penalty: 4846.238281
	Iteration 37Q: 3 clusters Score -1210696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1210709.375000 Penalty: 4846.238281
	Iteration 38Q: 3 clusters Score -1210709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1210723.125000 Penalty: 4846.238281
	Iteration 39Q: 3 clusters Score -1210723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1210738.875000 Penalty: 4846.238281
	Iteration 40F: 3 clusters Score -1210739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1210752.375000 Penalty: 4846.238281
	Iteration 41Q: 3 clusters Score -1210752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1210763.125000 Penalty: 4846.238281
	Iteration 42Q: 3 clusters Score -1210763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1210774.125000 Penalty: 4846.238281
	Iteration 43Q: 3 clusters Score -1210774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1210791.125000 Penalty: 4846.238281
	Iteration 44Q: 3 clusters Score -1210791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1210800.250000 Penalty: 4846.238281
	Iteration 45Q: 3 clusters Score -1210800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1210813.750000 Penalty: 4846.238281
	Iteration 46Q: 3 clusters Score -1210814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1210824.500000 Penalty: 4846.238281
	Iteration 47Q: 3 clusters Score -1210824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1210833.250000 Penalty: 4846.238281
	Iteration 48Q: 3 clusters Score -1210833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1210838.625000 Penalty: 4846.238281
	Iteration 49Q: 3 clusters Score -1210839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1210842.625000 Penalty: 4846.238281
	Iteration 50Q: 3 clusters Score -1210843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1210845.000000 Penalty: 4846.238281
	Iteration 51Q: 3 clusters Score -1210845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1210852.500000 Penalty: 4846.238281
	Iteration 52Q: 3 clusters Score -1210852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1210854.625000 Penalty: 4846.238281
	Iteration 53Q: 3 clusters Score -1210855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1210855.500000 Penalty: 4846.238281
	Iteration 54Q: 3 clusters Score -1210856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1210855.375000 Penalty: 4846.238281
	Iteration 55Q: 3 clusters Score -1210855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1210855.375000 Penalty: 4846.238281
	Iteration 56Q: 3 clusters Score -1210855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1210856.875000 Penalty: 4846.238281
	Iteration 57Q: 3 clusters Score -1210857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1210856.875000 Penalty: 4846.238281
	Iteration 58Q: 3 clusters Score -1210857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1210856.875000 Penalty: 4846.238281
	Iteration 59F: 3 clusters Score -1210857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Entering Unmasked Estep 
Score: -7848351.000000 Penalty: 2843.679932
	Iteration 0F: 2 clusters Score -7848351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -7784480.500000 Penalty: 5687.359863
	Iteration 0F: 3 clusters Score -7784480 nChanged 44936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -7809891.500000 Penalty: 5687.359863
	Iteration 1F: 3 clusters Score -7809892 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -7810651.500000 Penalty: 5687.359863
	Iteration 2Q: 3 clusters Score -7810652 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -7811650.500000 Penalty: 5687.359863
	Iteration 3Q: 3 clusters Score -7811650 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7813163.000000 Penalty: 5687.359863
	Iteration 4Q: 3 clusters Score -7813163 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -7815602.000000 Penalty: 5687.359863
	Iteration 5Q: 3 clusters Score -7815602 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -7819622.000000 Penalty: 5687.359863
	Iteration 6F: 3 clusters Score -7819622 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -7825798.000000 Penalty: 5687.359863
	Iteration 7F: 3 clusters Score -7825798 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -7833586.500000 Penalty: 5687.359863
	Iteration 8F: 3 clusters Score -7833586 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7840265.500000 Penalty: 5687.359863
	Iteration 9F: 3 clusters Score -7840266 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7843894.500000 Penalty: 5687.359863
	Iteration 10Q: 3 clusters Score -7843894 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7845191.500000 Penalty: 5687.359863
	Iteration 11Q: 3 clusters Score -7845192 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7845562.000000 Penalty: 5687.359863
	Iteration 12Q: 3 clusters Score -7845562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7845704.500000 Penalty: 5687.359863
	Iteration 13Q: 3 clusters Score -7845704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7845776.000000 Penalty: 5687.359863
	Iteration 14Q: 3 clusters Score -7845776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7845803.500000 Penalty: 5687.359863
	Iteration 15Q: 3 clusters Score -7845804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7845822.000000 Penalty: 5687.359863
	Iteration 16Q: 3 clusters Score -7845822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7845841.000000 Penalty: 5687.359863
	Iteration 17Q: 3 clusters Score -7845841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7845851.500000 Penalty: 5687.359863
	Iteration 18Q: 3 clusters Score -7845852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7845858.500000 Penalty: 5687.359863
	Iteration 19Q: 3 clusters Score -7845858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7845860.500000 Penalty: 5687.359863
	Iteration 20F: 3 clusters Score -7845860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7845866.500000 Penalty: 5687.359863
	Iteration 21Q: 3 clusters Score -7845866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7845866.500000 Penalty: 5687.359863
	Iteration 22Q: 3 clusters Score -7845866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7845866.500000 Penalty: 5687.359863
	Iteration 23F: 3 clusters Score -7845866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Entering Unmasked Estep 
Score: -1355860.500000 Penalty: 2413.370850
	Iteration 0F: 2 clusters Score -1355860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1343774.250000 Penalty: 4826.741699
	Iteration 0F: 3 clusters Score -1343774 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1347593.125000 Penalty: 4826.741699
	Iteration 1F: 3 clusters Score -1347593 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1347969.375000 Penalty: 4826.741699
	Iteration 2F: 3 clusters Score -1347969 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1348271.000000 Penalty: 4826.741699
	Iteration 3Q: 3 clusters Score -1348271 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1348554.125000 Penalty: 4826.741699
	Iteration 4Q: 3 clusters Score -1348554 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1348872.250000 Penalty: 4826.741699
	Iteration 5Q: 3 clusters Score -1348872 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1349209.000000 Penalty: 4826.741699
	Iteration 6Q: 3 clusters Score -1349209 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1349599.375000 Penalty: 4826.741699
	Iteration 7Q: 3 clusters Score -1349599 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1350083.125000 Penalty: 4826.741699
	Iteration 8Q: 3 clusters Score -1350083 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1350639.250000 Penalty: 4826.741699
	Iteration 9Q: 3 clusters Score -1350639 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1351138.250000 Penalty: 4826.741699
	Iteration 10Q: 3 clusters Score -1351138 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1351587.750000 Penalty: 4826.741699
	Iteration 11Q: 3 clusters Score -1351588 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1351934.750000 Penalty: 4826.741699
	Iteration 12Q: 3 clusters Score -1351935 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1352158.000000 Penalty: 4826.741699
	Iteration 13Q: 3 clusters Score -1352158 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1352307.250000 Penalty: 4826.741699
	Iteration 14Q: 3 clusters Score -1352307 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1352460.375000 Penalty: 4826.741699
	Iteration 15Q: 3 clusters Score -1352460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1352584.000000 Penalty: 4826.741699
	Iteration 16Q: 3 clusters Score -1352584 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1352704.875000 Penalty: 4826.741699
	Iteration 17Q: 3 clusters Score -1352705 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1352804.000000 Penalty: 4826.741699
	Iteration 18Q: 3 clusters Score -1352804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1352887.500000 Penalty: 4826.741699
	Iteration 19Q: 3 clusters Score -1352888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1352973.875000 Penalty: 4826.741699
	Iteration 20F: 3 clusters Score -1352974 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1353047.500000 Penalty: 4826.741699
	Iteration 21Q: 3 clusters Score -1353048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1353118.750000 Penalty: 4826.741699
	Iteration 22Q: 3 clusters Score -1353119 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1353164.375000 Penalty: 4826.741699
	Iteration 23Q: 3 clusters Score -1353164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1353200.500000 Penalty: 4826.741699
	Iteration 24Q: 3 clusters Score -1353200 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1353239.500000 Penalty: 4826.741699
	Iteration 25Q: 3 clusters Score -1353240 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1353276.625000 Penalty: 4826.741699
	Iteration 26Q: 3 clusters Score -1353277 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1353318.625000 Penalty: 4826.741699
	Iteration 27Q: 3 clusters Score -1353319 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1353364.125000 Penalty: 4826.741699
	Iteration 28Q: 3 clusters Score -1353364 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1353395.375000 Penalty: 4826.741699
	Iteration 29Q: 3 clusters Score -1353395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1353413.625000 Penalty: 4826.741699
	Iteration 30Q: 3 clusters Score -1353414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1353438.875000 Penalty: 4826.741699
	Iteration 31Q: 3 clusters Score -1353439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1353450.375000 Penalty: 4826.741699
	Iteration 32Q: 3 clusters Score -1353450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1353459.375000 Penalty: 4826.741699
	Iteration 33Q: 3 clusters Score -1353459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1353468.750000 Penalty: 4826.741699
	Iteration 34Q: 3 clusters Score -1353469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1353474.375000 Penalty: 4826.741699
	Iteration 35Q: 3 clusters Score -1353474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1353476.500000 Penalty: 4826.741699
	Iteration 36Q: 3 clusters Score -1353476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1353480.375000 Penalty: 4826.741699
	Iteration 37Q: 3 clusters Score -1353480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1353487.125000 Penalty: 4826.741699
	Iteration 38Q: 3 clusters Score -1353487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1353494.375000 Penalty: 4826.741699
	Iteration 39Q: 3 clusters Score -1353494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1353500.500000 Penalty: 4826.741699
	Iteration 40F: 3 clusters Score -1353500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1353508.000000 Penalty: 4826.741699
	Iteration 41Q: 3 clusters Score -1353508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1353513.250000 Penalty: 4826.741699
	Iteration 42Q: 3 clusters Score -1353513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1353515.250000 Penalty: 4826.741699
	Iteration 43Q: 3 clusters Score -1353515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1353517.250000 Penalty: 4826.741699
	Iteration 44Q: 3 clusters Score -1353517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1353515.625000 Penalty: 4826.741699
	Iteration 45Q: 3 clusters Score -1353516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1353516.125000 Penalty: 4826.741699
	Iteration 46Q: 3 clusters Score -1353516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1353519.625000 Penalty: 4826.741699
	Iteration 47Q: 3 clusters Score -1353520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1353519.250000 Penalty: 4826.741699
	Iteration 48Q: 3 clusters Score -1353519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1353517.000000 Penalty: 4826.741699
	Iteration 49Q: 3 clusters Score -1353517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1353519.500000 Penalty: 4826.741699
	Iteration 50Q: 3 clusters Score -1353520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1353519.250000 Penalty: 4826.741699
	Iteration 51Q: 3 clusters Score -1353519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1353520.750000 Penalty: 4826.741699
	Iteration 52Q: 3 clusters Score -1353521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1353521.125000 Penalty: 4826.741699
	Iteration 53Q: 3 clusters Score -1353521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1353524.625000 Penalty: 4826.741699
	Iteration 54Q: 3 clusters Score -1353525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1353527.875000 Penalty: 4826.741699
	Iteration 55Q: 3 clusters Score -1353528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1353535.500000 Penalty: 4826.741699
	Iteration 56Q: 3 clusters Score -1353536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1353538.375000 Penalty: 4826.741699
	Iteration 57Q: 3 clusters Score -1353538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1353533.000000 Penalty: 4826.741699
	Iteration 58Q: 3 clusters Score -1353533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1353536.125000 Penalty: 4826.741699
	Iteration 59Q: 3 clusters Score -1353536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1353538.875000 Penalty: 4826.741699
	Iteration 60F: 3 clusters Score -1353539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1353542.750000 Penalty: 4826.741699
	Iteration 61Q: 3 clusters Score -1353543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1353545.375000 Penalty: 4826.741699
	Iteration 62Q: 3 clusters Score -1353545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1353546.000000 Penalty: 4826.741699
	Iteration 63Q: 3 clusters Score -1353546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1353549.750000 Penalty: 4826.741699
	Iteration 64Q: 3 clusters Score -1353550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1353554.750000 Penalty: 4826.741699
	Iteration 65Q: 3 clusters Score -1353555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1353553.250000 Penalty: 4826.741699
	Iteration 66Q: 3 clusters Score -1353553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1353554.500000 Penalty: 4826.741699
	Iteration 67Q: 3 clusters Score -1353554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1353557.375000 Penalty: 4826.741699
	Iteration 68Q: 3 clusters Score -1353557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1353560.375000 Penalty: 4826.741699
	Iteration 69Q: 3 clusters Score -1353560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1353565.125000 Penalty: 4826.741699
	Iteration 70Q: 3 clusters Score -1353565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1353565.375000 Penalty: 4826.741699
	Iteration 71Q: 3 clusters Score -1353565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1353566.375000 Penalty: 4826.741699
	Iteration 72Q: 3 clusters Score -1353566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1353567.375000 Penalty: 4826.741699
	Iteration 73Q: 3 clusters Score -1353567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1353570.625000 Penalty: 4826.741699
	Iteration 74Q: 3 clusters Score -1353571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1353567.500000 Penalty: 4826.741699
	Iteration 75Q: 3 clusters Score -1353568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1353573.750000 Penalty: 4826.741699
	Iteration 76Q: 3 clusters Score -1353574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1353574.750000 Penalty: 4826.741699
	Iteration 77Q: 3 clusters Score -1353575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1353575.875000 Penalty: 4826.741699
	Iteration 78Q: 3 clusters Score -1353576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1353576.250000 Penalty: 4826.741699
	Iteration 79Q: 3 clusters Score -1353576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1353576.125000 Penalty: 4826.741699
	Iteration 80F: 3 clusters Score -1353576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (846680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846680 members 
Entering Unmasked Estep 
Score: -68361224.000000 Penalty: 3384.971436
	Iteration 0F: 2 clusters Score -6.836122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423052 members 
Mstep: Class 2 contains 423628 members 
Entering Unmasked Estep 
Score: -67796152.000000 Penalty: 6769.942871
	Iteration 0F: 3 clusters Score -6.779615e+07 nChanged 415525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414157 members 
Mstep: Class 2 contains 432523 members 
Entering Unmasked Estep 
Score: -68046144.000000 Penalty: 6769.942871
	Iteration 1F: 3 clusters Score -6.804614e+07 nChanged 15239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408490 members 
Mstep: Class 2 contains 438190 members 
Entering Unmasked Estep 
Score: -68048528.000000 Penalty: 6769.942871
	Iteration 2Q: 3 clusters Score -6.804853e+07 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399649 members 
Mstep: Class 2 contains 447031 members 
Entering Unmasked Estep 
Score: -68051192.000000 Penalty: 6769.942871
	Iteration 3Q: 3 clusters Score -6.805119e+07 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385621 members 
Mstep: Class 2 contains 461059 members 
Entering Unmasked Estep 
Score: -68055512.000000 Penalty: 6769.942871
	Iteration 4Q: 3 clusters Score -6.805551e+07 nChanged 26313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363600 members 
Mstep: Class 2 contains 483080 members 
Entering Unmasked Estep 
Score: -68064448.000000 Penalty: 6769.942871
	Iteration 5Q: 3 clusters Score -6.806445e+07 nChanged 35926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330262 members 
Mstep: Class 2 contains 516418 members 
Entering Unmasked Estep 
Score: -68080864.000000 Penalty: 6769.942871
	Iteration 6Q: 3 clusters Score -6.808086e+07 nChanged 49312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282246 members 
Mstep: Class 2 contains 564434 members 
Entering Unmasked Estep 
Score: -68108824.000000 Penalty: 6769.942871
	Iteration 7F: 3 clusters Score -6.810882e+07 nChanged 63490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219412 members 
Mstep: Class 2 contains 627268 members 
Entering Unmasked Estep 
Score: -68155008.000000 Penalty: 6769.942871
	Iteration 8F: 3 clusters Score -6.815501e+07 nChanged 69504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 696498 members 
Entering Unmasked Estep 
Score: -68213872.000000 Penalty: 6769.942871
	Iteration 9F: 3 clusters Score -6.821387e+07 nChanged 61092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 757510 members 
Entering Unmasked Estep 
Score: -68271048.000000 Penalty: 6769.942871
	Iteration 10F: 3 clusters Score -6.827105e+07 nChanged 42885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 800375 members 
Entering Unmasked Estep 
Score: -68311648.000000 Penalty: 6769.942871
	Iteration 11F: 3 clusters Score -6.831165e+07 nChanged 25222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 825591 members 
Entering Unmasked Estep 
Score: -68337304.000000 Penalty: 6769.942871
	Iteration 12Q: 3 clusters Score -6.83373e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 838448 members 
Entering Unmasked Estep 
Score: -68350160.000000 Penalty: 6769.942871
	Iteration 13Q: 3 clusters Score -6.835016e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 843794 members 
Entering Unmasked Estep 
Score: -68355272.000000 Penalty: 6769.942871
	Iteration 14Q: 3 clusters Score -6.835527e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 845648 members 
Entering Unmasked Estep 
Score: -68357104.000000 Penalty: 6769.942871
	Iteration 15Q: 3 clusters Score -6.83571e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 846201 members 
Entering Unmasked Estep 
Score: -68357832.000000 Penalty: 6769.942871
	Iteration 16Q: 3 clusters Score -6.835783e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 846354 members 
Entering Unmasked Estep 
Score: -68357952.000000 Penalty: 6769.942871
	Iteration 17Q: 3 clusters Score -6.835795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 846395 members 
Entering Unmasked Estep 
Score: -68358048.000000 Penalty: 6769.942871
	Iteration 18Q: 3 clusters Score -6.835805e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 846411 members 
Entering Unmasked Estep 
Score: -68358120.000000 Penalty: 6769.942871
	Iteration 19Q: 3 clusters Score -6.835812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 846414 members 
Entering Unmasked Estep 
Score: -68358160.000000 Penalty: 6769.942871
	Iteration 20F: 3 clusters Score -6.835816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 846418 members 
Entering Unmasked Estep 
Score: -68358200.000000 Penalty: 6769.942871
	Iteration 21Q: 3 clusters Score -6.83582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 846423 members 
Entering Unmasked Estep 
Score: -68358208.000000 Penalty: 6769.942871
	Iteration 22Q: 3 clusters Score -6.835821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 846428 members 
Entering Unmasked Estep 
Score: -68358192.000000 Penalty: 6769.942871
	Iteration 23Q: 3 clusters Score -6.835819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 846431 members 
Entering Unmasked Estep 
Score: -68358208.000000 Penalty: 6769.942871
	Iteration 24Q: 3 clusters Score -6.835821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 846435 members 
Entering Unmasked Estep 
Score: -68358192.000000 Penalty: 6769.942871
	Iteration 25Q: 3 clusters Score -6.835819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 846439 members 
Entering Unmasked Estep 
Score: -68358224.000000 Penalty: 6769.942871
	Iteration 26Q: 3 clusters Score -6.835822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 846442 members 
Entering Unmasked Estep 
Score: -68358232.000000 Penalty: 6769.942871
	Iteration 27Q: 3 clusters Score -6.835823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 846443 members 
Entering Unmasked Estep 
Score: -68358248.000000 Penalty: 6769.942871
	Iteration 28Q: 3 clusters Score -6.835825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 846444 members 
Entering Unmasked Estep 
Score: -68358216.000000 Penalty: 6769.942871
	Iteration 29Q: 3 clusters Score -6.835822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 846445 members 
Entering Unmasked Estep 
Score: -68358232.000000 Penalty: 6769.942871
	Iteration 30Q: 3 clusters Score -6.835823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 846444 members 
Entering Unmasked Estep 
Score: -68358216.000000 Penalty: 6769.942871
	Iteration 31Q: 3 clusters Score -6.835822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 846444 members 
Entering Unmasked Estep 
Score: -68358216.000000 Penalty: 6769.942871
	Iteration 32F: 3 clusters Score -6.835822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Entering Unmasked Estep 
Score: -3318083.000000 Penalty: 2633.101318
	Iteration 0F: 2 clusters Score -3318083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3290416.000000 Penalty: 5266.202637
	Iteration 0F: 3 clusters Score -3290416 nChanged 18593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3301170.000000 Penalty: 5266.202637
	Iteration 1F: 3 clusters Score -3301170 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3302153.000000 Penalty: 5266.202637
	Iteration 2F: 3 clusters Score -3302153 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3303507.000000 Penalty: 5266.202637
	Iteration 3F: 3 clusters Score -3303507 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3305439.000000 Penalty: 5266.202637
	Iteration 4F: 3 clusters Score -3305439 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3307916.500000 Penalty: 5266.202637
	Iteration 5F: 3 clusters Score -3307916 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3310615.000000 Penalty: 5266.202637
	Iteration 6F: 3 clusters Score -3310615 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3312870.250000 Penalty: 5266.202637
	Iteration 7F: 3 clusters Score -3312870 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3314292.250000 Penalty: 5266.202637
	Iteration 8Q: 3 clusters Score -3314292 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3315016.750000 Penalty: 5266.202637
	Iteration 9Q: 3 clusters Score -3315017 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3315369.750000 Penalty: 5266.202637
	Iteration 10Q: 3 clusters Score -3315370 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3315549.000000 Penalty: 5266.202637
	Iteration 11Q: 3 clusters Score -3315549 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3315672.250000 Penalty: 5266.202637
	Iteration 12Q: 3 clusters Score -3315672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3315757.750000 Penalty: 5266.202637
	Iteration 13Q: 3 clusters Score -3315758 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -3315831.000000 Penalty: 5266.202637
	Iteration 14Q: 3 clusters Score -3315831 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3315874.250000 Penalty: 5266.202637
	Iteration 15Q: 3 clusters Score -3315874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3315903.250000 Penalty: 5266.202637
	Iteration 16Q: 3 clusters Score -3315903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3315912.500000 Penalty: 5266.202637
	Iteration 17Q: 3 clusters Score -3315912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3315920.000000 Penalty: 5266.202637
	Iteration 18Q: 3 clusters Score -3315920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3315923.500000 Penalty: 5266.202637
	Iteration 19Q: 3 clusters Score -3315924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3315937.750000 Penalty: 5266.202637
	Iteration 20F: 3 clusters Score -3315938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3315949.250000 Penalty: 5266.202637
	Iteration 21Q: 3 clusters Score -3315949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3315944.250000 Penalty: 5266.202637
	Iteration 22Q: 3 clusters Score -3315944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3315948.500000 Penalty: 5266.202637
	Iteration 23Q: 3 clusters Score -3315948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3315962.750000 Penalty: 5266.202637
	Iteration 24Q: 3 clusters Score -3315963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3315964.750000 Penalty: 5266.202637
	Iteration 25Q: 3 clusters Score -3315965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3315954.500000 Penalty: 5266.202637
	Iteration 26Q: 3 clusters Score -3315954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3315963.250000 Penalty: 5266.202637
	Iteration 27Q: 3 clusters Score -3315963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3315966.000000 Penalty: 5266.202637
	Iteration 28Q: 3 clusters Score -3315966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3315963.000000 Penalty: 5266.202637
	Iteration 29Q: 3 clusters Score -3315963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3315973.000000 Penalty: 5266.202637
	Iteration 30Q: 3 clusters Score -3315973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3315972.750000 Penalty: 5266.202637
	Iteration 31Q: 3 clusters Score -3315973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3315973.500000 Penalty: 5266.202637
	Iteration 32Q: 3 clusters Score -3315974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3315970.250000 Penalty: 5266.202637
	Iteration 33Q: 3 clusters Score -3315970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3315967.750000 Penalty: 5266.202637
	Iteration 34Q: 3 clusters Score -3315968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3315963.000000 Penalty: 5266.202637
	Iteration 35Q: 3 clusters Score -3315963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3315961.500000 Penalty: 5266.202637
	Iteration 36Q: 3 clusters Score -3315962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3315963.500000 Penalty: 5266.202637
	Iteration 37Q: 3 clusters Score -3315964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3315964.000000 Penalty: 5266.202637
	Iteration 38Q: 3 clusters Score -3315964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3315966.250000 Penalty: 5266.202637
	Iteration 39Q: 3 clusters Score -3315966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3315966.250000 Penalty: 5266.202637
	Iteration 40F: 3 clusters Score -3315966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3315963.500000 Penalty: 5266.202637
	Iteration 41Q: 3 clusters Score -3315964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3315964.750000 Penalty: 5266.202637
	Iteration 42Q: 3 clusters Score -3315965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3315968.750000 Penalty: 5266.202637
	Iteration 43Q: 3 clusters Score -3315969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3315968.250000 Penalty: 5266.202637
	Iteration 44Q: 3 clusters Score -3315968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3315965.250000 Penalty: 5266.202637
	Iteration 45Q: 3 clusters Score -3315965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3315964.000000 Penalty: 5266.202637
	Iteration 46Q: 3 clusters Score -3315964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3315965.500000 Penalty: 5266.202637
	Iteration 47Q: 3 clusters Score -3315966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -3315968.000000 Penalty: 5266.202637
	Iteration 48Q: 3 clusters Score -3315968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -3315967.750000 Penalty: 5266.202637
	Iteration 49Q: 3 clusters Score -3315968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3315970.000000 Penalty: 5266.202637
	Iteration 50Q: 3 clusters Score -3315970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3315965.500000 Penalty: 5266.202637
	Iteration 51Q: 3 clusters Score -3315966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3315969.000000 Penalty: 5266.202637
	Iteration 52Q: 3 clusters Score -3315969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3315969.000000 Penalty: 5266.202637
	Iteration 53F: 3 clusters Score -3315969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (285914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285914 members 
Entering Unmasked Estep 
Score: -23082600.000000 Penalty: 3115.734619
	Iteration 0F: 2 clusters Score -2.30826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142853 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -22890944.000000 Penalty: 6231.469238
	Iteration 0F: 3 clusters Score -2.289094e+07 nChanged 138643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139984 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -22972426.000000 Penalty: 6231.469238
	Iteration 1F: 3 clusters Score -2.297243e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -22973442.000000 Penalty: 6231.469238
	Iteration 2Q: 3 clusters Score -2.297344e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136195 members 
Mstep: Class 2 contains 149719 members 
Entering Unmasked Estep 
Score: -22974680.000000 Penalty: 6231.469238
	Iteration 3Q: 3 clusters Score -2.297468e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132605 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -22975956.000000 Penalty: 6231.469238
	Iteration 4Q: 3 clusters Score -2.297596e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -22978430.000000 Penalty: 6231.469238
	Iteration 5Q: 3 clusters Score -2.297843e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118571 members 
Mstep: Class 2 contains 167343 members 
Entering Unmasked Estep 
Score: -22982228.000000 Penalty: 6231.469238
	Iteration 6Q: 3 clusters Score -2.298223e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 179692 members 
Entering Unmasked Estep 
Score: -22988868.000000 Penalty: 6231.469238
	Iteration 7Q: 3 clusters Score -2.298887e+07 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 196775 members 
Entering Unmasked Estep 
Score: -23000656.000000 Penalty: 6231.469238
	Iteration 8F: 3 clusters Score -2.300066e+07 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 218254 members 
Entering Unmasked Estep 
Score: -23018196.000000 Penalty: 6231.469238
	Iteration 9F: 3 clusters Score -2.30182e+07 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 241116 members 
Entering Unmasked Estep 
Score: -23039362.000000 Penalty: 6231.469238
	Iteration 10F: 3 clusters Score -2.303936e+07 nChanged 19309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 260385 members 
Entering Unmasked Estep 
Score: -23057492.000000 Penalty: 6231.469238
	Iteration 11F: 3 clusters Score -2.305749e+07 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 273255 members 
Entering Unmasked Estep 
Score: -23069210.000000 Penalty: 6231.469238
	Iteration 12Q: 3 clusters Score -2.306921e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 280121 members 
Entering Unmasked Estep 
Score: -23075494.000000 Penalty: 6231.469238
	Iteration 13Q: 3 clusters Score -2.307549e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 283245 members 
Entering Unmasked Estep 
Score: -23078192.000000 Penalty: 6231.469238
	Iteration 14Q: 3 clusters Score -2.307819e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 284428 members 
Entering Unmasked Estep 
Score: -23079154.000000 Penalty: 6231.469238
	Iteration 15Q: 3 clusters Score -2.307915e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 284900 members 
Entering Unmasked Estep 
Score: -23079574.000000 Penalty: 6231.469238
	Iteration 16Q: 3 clusters Score -2.307957e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 285092 members 
Entering Unmasked Estep 
Score: -23079700.000000 Penalty: 6231.469238
	Iteration 17Q: 3 clusters Score -2.30797e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 285177 members 
Entering Unmasked Estep 
Score: -23079804.000000 Penalty: 6231.469238
	Iteration 18Q: 3 clusters Score -2.30798e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 285227 members 
Entering Unmasked Estep 
Score: -23079856.000000 Penalty: 6231.469238
	Iteration 19Q: 3 clusters Score -2.307986e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 285249 members 
Entering Unmasked Estep 
Score: -23079920.000000 Penalty: 6231.469238
	Iteration 20F: 3 clusters Score -2.307992e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 285253 members 
Entering Unmasked Estep 
Score: -23079936.000000 Penalty: 6231.469238
	Iteration 21Q: 3 clusters Score -2.307994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 285257 members 
Entering Unmasked Estep 
Score: -23079964.000000 Penalty: 6231.469238
	Iteration 22Q: 3 clusters Score -2.307996e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 285268 members 
Entering Unmasked Estep 
Score: -23080032.000000 Penalty: 6231.469238
	Iteration 23Q: 3 clusters Score -2.308003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 285269 members 
Entering Unmasked Estep 
Score: -23080046.000000 Penalty: 6231.469238
	Iteration 24Q: 3 clusters Score -2.308005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 285276 members 
Entering Unmasked Estep 
Score: -23080050.000000 Penalty: 6231.469238
	Iteration 25Q: 3 clusters Score -2.308005e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 285279 members 
Entering Unmasked Estep 
Score: -23080062.000000 Penalty: 6231.469238
	Iteration 26Q: 3 clusters Score -2.308006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 285282 members 
Entering Unmasked Estep 
Score: -23080074.000000 Penalty: 6231.469238
	Iteration 27Q: 3 clusters Score -2.308007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 285289 members 
Entering Unmasked Estep 
Score: -23080078.000000 Penalty: 6231.469238
	Iteration 28Q: 3 clusters Score -2.308008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 285289 members 
Entering Unmasked Estep 
Score: -23080072.000000 Penalty: 6231.469238
	Iteration 29Q: 3 clusters Score -2.308007e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 285285 members 
Entering Unmasked Estep 
Score: -23080096.000000 Penalty: 6231.469238
	Iteration 30Q: 3 clusters Score -2.30801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 285285 members 
Entering Unmasked Estep 
Score: -23080090.000000 Penalty: 6231.469238
	Iteration 31Q: 3 clusters Score -2.308009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 285276 members 
Entering Unmasked Estep 
Score: -23080128.000000 Penalty: 6231.469238
	Iteration 32Q: 3 clusters Score -2.308013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 285275 members 
Entering Unmasked Estep 
Score: -23080146.000000 Penalty: 6231.469238
	Iteration 33Q: 3 clusters Score -2.308015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 285273 members 
Entering Unmasked Estep 
Score: -23080142.000000 Penalty: 6231.469238
	Iteration 34Q: 3 clusters Score -2.308014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 285274 members 
Entering Unmasked Estep 
Score: -23080152.000000 Penalty: 6231.469238
	Iteration 35Q: 3 clusters Score -2.308015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 285274 members 
Entering Unmasked Estep 
Score: -23080170.000000 Penalty: 6231.469238
	Iteration 36Q: 3 clusters Score -2.308017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 285268 members 
Entering Unmasked Estep 
Score: -23080176.000000 Penalty: 6231.469238
	Iteration 37Q: 3 clusters Score -2.308018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 285271 members 
Entering Unmasked Estep 
Score: -23080174.000000 Penalty: 6231.469238
	Iteration 38Q: 3 clusters Score -2.308017e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 285273 members 
Entering Unmasked Estep 
Score: -23080176.000000 Penalty: 6231.469238
	Iteration 39Q: 3 clusters Score -2.308018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 285280 members 
Entering Unmasked Estep 
Score: -23080182.000000 Penalty: 6231.469238
	Iteration 40F: 3 clusters Score -2.308018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 285285 members 
Entering Unmasked Estep 
Score: -23080194.000000 Penalty: 6231.469238
	Iteration 41Q: 3 clusters Score -2.308019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 285283 members 
Entering Unmasked Estep 
Score: -23080200.000000 Penalty: 6231.469238
	Iteration 42Q: 3 clusters Score -2.30802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 285284 members 
Entering Unmasked Estep 
Score: -23080210.000000 Penalty: 6231.469238
	Iteration 43Q: 3 clusters Score -2.308021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 285284 members 
Entering Unmasked Estep 
Score: -23080218.000000 Penalty: 6231.469238
	Iteration 44Q: 3 clusters Score -2.308022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 285288 members 
Entering Unmasked Estep 
Score: -23080234.000000 Penalty: 6231.469238
	Iteration 45Q: 3 clusters Score -2.308023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 285289 members 
Entering Unmasked Estep 
Score: -23080234.000000 Penalty: 6231.469238
	Iteration 46Q: 3 clusters Score -2.308023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 285287 members 
Entering Unmasked Estep 
Score: -23080242.000000 Penalty: 6231.469238
	Iteration 47Q: 3 clusters Score -2.308024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 285284 members 
Entering Unmasked Estep 
Score: -23080232.000000 Penalty: 6231.469238
	Iteration 48Q: 3 clusters Score -2.308023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 285281 members 
Entering Unmasked Estep 
Score: -23080252.000000 Penalty: 6231.469238
	Iteration 49Q: 3 clusters Score -2.308025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 285280 members 
Entering Unmasked Estep 
Score: -23080232.000000 Penalty: 6231.469238
	Iteration 50Q: 3 clusters Score -2.308023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 285280 members 
Entering Unmasked Estep 
Score: -23080238.000000 Penalty: 6231.469238
	Iteration 51Q: 3 clusters Score -2.308024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 285280 members 
Entering Unmasked Estep 
Score: -23080238.000000 Penalty: 6231.469238
	Iteration 52F: 3 clusters Score -2.308024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -381795.218750 Penalty: 2109.771484
	Iteration 0F: 2 clusters Score -381795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -377356.500000 Penalty: 4219.542969
	Iteration 0F: 3 clusters Score -377356.5 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -378443.781250 Penalty: 4219.542969
	Iteration 1F: 3 clusters Score -378443.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -378640.187500 Penalty: 4219.542969
	Iteration 2F: 3 clusters Score -378640.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -378739.531250 Penalty: 4219.542969
	Iteration 3Q: 3 clusters Score -378739.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -378802.406250 Penalty: 4219.542969
	Iteration 4Q: 3 clusters Score -378802.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -378856.656250 Penalty: 4219.542969
	Iteration 5Q: 3 clusters Score -378856.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -378894.781250 Penalty: 4219.542969
	Iteration 6Q: 3 clusters Score -378894.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -378919.750000 Penalty: 4219.542969
	Iteration 7Q: 3 clusters Score -378919.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -378948.187500 Penalty: 4219.542969
	Iteration 8Q: 3 clusters Score -378948.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -378978.156250 Penalty: 4219.542969
	Iteration 9Q: 3 clusters Score -378978.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -379003.500000 Penalty: 4219.542969
	Iteration 10Q: 3 clusters Score -379003.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -379023.125000 Penalty: 4219.542969
	Iteration 11Q: 3 clusters Score -379023.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -379046.187500 Penalty: 4219.542969
	Iteration 12Q: 3 clusters Score -379046.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -379071.187500 Penalty: 4219.542969
	Iteration 13Q: 3 clusters Score -379071.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -379104.718750 Penalty: 4219.542969
	Iteration 14Q: 3 clusters Score -379104.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -379159.593750 Penalty: 4219.542969
	Iteration 15Q: 3 clusters Score -379159.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -379222.906250 Penalty: 4219.542969
	Iteration 16Q: 3 clusters Score -379222.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -379302.125000 Penalty: 4219.542969
	Iteration 17Q: 3 clusters Score -379302.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -379405.312500 Penalty: 4219.542969
	Iteration 18Q: 3 clusters Score -379405.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -379540.437500 Penalty: 4219.542969
	Iteration 19Q: 3 clusters Score -379540.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -379730.031250 Penalty: 4219.542969
	Iteration 20F: 3 clusters Score -379730 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -379962.093750 Penalty: 4219.542969
	Iteration 21Q: 3 clusters Score -379962.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -380161.906250 Penalty: 4219.542969
	Iteration 22Q: 3 clusters Score -380161.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -380342.312500 Penalty: 4219.542969
	Iteration 23Q: 3 clusters Score -380342.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -380465.500000 Penalty: 4219.542969
	Iteration 24Q: 3 clusters Score -380465.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -380519.625000 Penalty: 4219.542969
	Iteration 25Q: 3 clusters Score -380519.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -380540.718750 Penalty: 4219.542969
	Iteration 26Q: 3 clusters Score -380540.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -380552.781250 Penalty: 4219.542969
	Iteration 27Q: 3 clusters Score -380552.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -380561.468750 Penalty: 4219.542969
	Iteration 28Q: 3 clusters Score -380561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -380566.843750 Penalty: 4219.542969
	Iteration 29Q: 3 clusters Score -380566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -380572.000000 Penalty: 4219.542969
	Iteration 30Q: 3 clusters Score -380572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -380577.968750 Penalty: 4219.542969
	Iteration 31Q: 3 clusters Score -380578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -380580.562500 Penalty: 4219.542969
	Iteration 32Q: 3 clusters Score -380580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -380582.187500 Penalty: 4219.542969
	Iteration 33Q: 3 clusters Score -380582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -380584.125000 Penalty: 4219.542969
	Iteration 34Q: 3 clusters Score -380584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -380584.156250 Penalty: 4219.542969
	Iteration 35Q: 3 clusters Score -380584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -380585.968750 Penalty: 4219.542969
	Iteration 36Q: 3 clusters Score -380586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -380587.531250 Penalty: 4219.542969
	Iteration 37Q: 3 clusters Score -380587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -380588.031250 Penalty: 4219.542969
	Iteration 38Q: 3 clusters Score -380588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -380588.187500 Penalty: 4219.542969
	Iteration 39Q: 3 clusters Score -380588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -380588.187500 Penalty: 4219.542969
	Iteration 40F: 3 clusters Score -380588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Entering Unmasked Estep 
Score: -1823692.875000 Penalty: 2494.375977
	Iteration 0F: 2 clusters Score -1823693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1807513.375000 Penalty: 4988.751953
	Iteration 0F: 3 clusters Score -1807513 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1813111.250000 Penalty: 4988.751953
	Iteration 1F: 3 clusters Score -1813111 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1813733.750000 Penalty: 4988.751953
	Iteration 2F: 3 clusters Score -1813734 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1814394.250000 Penalty: 4988.751953
	Iteration 3F: 3 clusters Score -1814394 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1815048.625000 Penalty: 4988.751953
	Iteration 4F: 3 clusters Score -1815049 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1815751.500000 Penalty: 4988.751953
	Iteration 5F: 3 clusters Score -1815752 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1816476.250000 Penalty: 4988.751953
	Iteration 6F: 3 clusters Score -1816476 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1817195.375000 Penalty: 4988.751953
	Iteration 7F: 3 clusters Score -1817195 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1817914.250000 Penalty: 4988.751953
	Iteration 8Q: 3 clusters Score -1817914 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1818574.375000 Penalty: 4988.751953
	Iteration 9Q: 3 clusters Score -1818574 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1819184.875000 Penalty: 4988.751953
	Iteration 10Q: 3 clusters Score -1819185 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1819750.375000 Penalty: 4988.751953
	Iteration 11Q: 3 clusters Score -1819750 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1820247.750000 Penalty: 4988.751953
	Iteration 12Q: 3 clusters Score -1820248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1820630.750000 Penalty: 4988.751953
	Iteration 13Q: 3 clusters Score -1820631 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1820875.625000 Penalty: 4988.751953
	Iteration 14Q: 3 clusters Score -1820876 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1821060.250000 Penalty: 4988.751953
	Iteration 15Q: 3 clusters Score -1821060 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1821174.500000 Penalty: 4988.751953
	Iteration 16Q: 3 clusters Score -1821174 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1821252.250000 Penalty: 4988.751953
	Iteration 17Q: 3 clusters Score -1821252 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1821319.625000 Penalty: 4988.751953
	Iteration 18Q: 3 clusters Score -1821320 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1821367.000000 Penalty: 4988.751953
	Iteration 19Q: 3 clusters Score -1821367 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1821419.500000 Penalty: 4988.751953
	Iteration 20F: 3 clusters Score -1821420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1821473.750000 Penalty: 4988.751953
	Iteration 21Q: 3 clusters Score -1821474 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1821501.875000 Penalty: 4988.751953
	Iteration 22Q: 3 clusters Score -1821502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1821521.875000 Penalty: 4988.751953
	Iteration 23Q: 3 clusters Score -1821522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1821534.750000 Penalty: 4988.751953
	Iteration 24Q: 3 clusters Score -1821535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1821553.500000 Penalty: 4988.751953
	Iteration 25Q: 3 clusters Score -1821554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1821565.500000 Penalty: 4988.751953
	Iteration 26Q: 3 clusters Score -1821566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1821579.250000 Penalty: 4988.751953
	Iteration 27Q: 3 clusters Score -1821579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1821592.125000 Penalty: 4988.751953
	Iteration 28Q: 3 clusters Score -1821592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1821606.000000 Penalty: 4988.751953
	Iteration 29Q: 3 clusters Score -1821606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1821621.250000 Penalty: 4988.751953
	Iteration 30Q: 3 clusters Score -1821621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1821640.000000 Penalty: 4988.751953
	Iteration 31Q: 3 clusters Score -1821640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1821659.125000 Penalty: 4988.751953
	Iteration 32Q: 3 clusters Score -1821659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1821666.875000 Penalty: 4988.751953
	Iteration 33Q: 3 clusters Score -1821667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1821671.625000 Penalty: 4988.751953
	Iteration 34Q: 3 clusters Score -1821672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1821683.625000 Penalty: 4988.751953
	Iteration 35Q: 3 clusters Score -1821684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1821681.375000 Penalty: 4988.751953
	Iteration 36Q: 3 clusters Score -1821681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1821681.625000 Penalty: 4988.751953
	Iteration 37Q: 3 clusters Score -1821682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1821681.375000 Penalty: 4988.751953
	Iteration 38Q: 3 clusters Score -1821681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1821683.625000 Penalty: 4988.751953
	Iteration 39Q: 3 clusters Score -1821684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1821691.875000 Penalty: 4988.751953
	Iteration 40F: 3 clusters Score -1821692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1821695.625000 Penalty: 4988.751953
	Iteration 41Q: 3 clusters Score -1821696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1821700.500000 Penalty: 4988.751953
	Iteration 42Q: 3 clusters Score -1821700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1821703.000000 Penalty: 4988.751953
	Iteration 43Q: 3 clusters Score -1821703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1821701.625000 Penalty: 4988.751953
	Iteration 44Q: 3 clusters Score -1821702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1821696.875000 Penalty: 4988.751953
	Iteration 45Q: 3 clusters Score -1821697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1821696.875000 Penalty: 4988.751953
	Iteration 46Q: 3 clusters Score -1821697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1821699.250000 Penalty: 4988.751953
	Iteration 47Q: 3 clusters Score -1821699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1821700.375000 Penalty: 4988.751953
	Iteration 48Q: 3 clusters Score -1821700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -1821699.750000 Penalty: 4988.751953
	Iteration 49Q: 3 clusters Score -1821700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1821706.000000 Penalty: 4988.751953
	Iteration 50Q: 3 clusters Score -1821706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1821710.000000 Penalty: 4988.751953
	Iteration 51Q: 3 clusters Score -1821710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1821708.000000 Penalty: 4988.751953
	Iteration 52Q: 3 clusters Score -1821708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1821714.500000 Penalty: 4988.751953
	Iteration 53Q: 3 clusters Score -1821714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1821711.125000 Penalty: 4988.751953
	Iteration 54Q: 3 clusters Score -1821711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1821716.250000 Penalty: 4988.751953
	Iteration 55Q: 3 clusters Score -1821716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1821715.750000 Penalty: 4988.751953
	Iteration 56Q: 3 clusters Score -1821716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1821714.125000 Penalty: 4988.751953
	Iteration 57Q: 3 clusters Score -1821714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1821717.375000 Penalty: 4988.751953
	Iteration 58Q: 3 clusters Score -1821717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1821719.750000 Penalty: 4988.751953
	Iteration 59Q: 3 clusters Score -1821720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1821718.625000 Penalty: 4988.751953
	Iteration 60F: 3 clusters Score -1821719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1821719.500000 Penalty: 4988.751953
	Iteration 61Q: 3 clusters Score -1821720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1821720.625000 Penalty: 4988.751953
	Iteration 62Q: 3 clusters Score -1821721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1821721.375000 Penalty: 4988.751953
	Iteration 63Q: 3 clusters Score -1821721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1821722.250000 Penalty: 4988.751953
	Iteration 64Q: 3 clusters Score -1821722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1821722.500000 Penalty: 4988.751953
	Iteration 65Q: 3 clusters Score -1821722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1821723.875000 Penalty: 4988.751953
	Iteration 66Q: 3 clusters Score -1821724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1821722.375000 Penalty: 4988.751953
	Iteration 67Q: 3 clusters Score -1821722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1821725.000000 Penalty: 4988.751953
	Iteration 68Q: 3 clusters Score -1821725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1821725.625000 Penalty: 4988.751953
	Iteration 69Q: 3 clusters Score -1821726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1821724.625000 Penalty: 4988.751953
	Iteration 70Q: 3 clusters Score -1821725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1821726.000000 Penalty: 4988.751953
	Iteration 71Q: 3 clusters Score -1821726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1821723.250000 Penalty: 4988.751953
	Iteration 72Q: 3 clusters Score -1821723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1821725.750000 Penalty: 4988.751953
	Iteration 73Q: 3 clusters Score -1821726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1821722.375000 Penalty: 4988.751953
	Iteration 74Q: 3 clusters Score -1821722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1821725.750000 Penalty: 4988.751953
	Iteration 75Q: 3 clusters Score -1821726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1821723.250000 Penalty: 4988.751953
	Iteration 76Q: 3 clusters Score -1821723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1821722.125000 Penalty: 4988.751953
	Iteration 77Q: 3 clusters Score -1821722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1821720.375000 Penalty: 4988.751953
	Iteration 78Q: 3 clusters Score -1821720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1821722.750000 Penalty: 4988.751953
	Iteration 79Q: 3 clusters Score -1821723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1821722.250000 Penalty: 4988.751953
	Iteration 80F: 3 clusters Score -1821722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1821722.375000 Penalty: 4988.751953
	Iteration 81Q: 3 clusters Score -1821722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1821720.000000 Penalty: 4988.751953
	Iteration 82Q: 3 clusters Score -1821720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1821721.500000 Penalty: 4988.751953
	Iteration 83Q: 3 clusters Score -1821722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1821720.500000 Penalty: 4988.751953
	Iteration 84Q: 3 clusters Score -1821720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1821720.625000 Penalty: 4988.751953
	Iteration 85Q: 3 clusters Score -1821721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1821720.625000 Penalty: 4988.751953
	Iteration 86F: 3 clusters Score -1821721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Entering Unmasked Estep 
Score: -669668.062500 Penalty: 2246.673828
	Iteration 0F: 2 clusters Score -669668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -662890.812500 Penalty: 4493.347656
	Iteration 0F: 3 clusters Score -662890.8 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -664778.750000 Penalty: 4493.347656
	Iteration 1F: 3 clusters Score -664778.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -665134.812500 Penalty: 4493.347656
	Iteration 2F: 3 clusters Score -665134.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -665451.875000 Penalty: 4493.347656
	Iteration 3F: 3 clusters Score -665451.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -665747.187500 Penalty: 4493.347656
	Iteration 4F: 3 clusters Score -665747.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -666050.062500 Penalty: 4493.347656
	Iteration 5F: 3 clusters Score -666050.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -666390.000000 Penalty: 4493.347656
	Iteration 6F: 3 clusters Score -666390 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -666716.937500 Penalty: 4493.347656
	Iteration 7F: 3 clusters Score -666716.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -666999.375000 Penalty: 4493.347656
	Iteration 8Q: 3 clusters Score -666999.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -667222.750000 Penalty: 4493.347656
	Iteration 9Q: 3 clusters Score -667222.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -667392.500000 Penalty: 4493.347656
	Iteration 10Q: 3 clusters Score -667392.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -667514.687500 Penalty: 4493.347656
	Iteration 11Q: 3 clusters Score -667514.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -667612.000000 Penalty: 4493.347656
	Iteration 12Q: 3 clusters Score -667612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -667672.375000 Penalty: 4493.347656
	Iteration 13Q: 3 clusters Score -667672.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -667718.375000 Penalty: 4493.347656
	Iteration 14Q: 3 clusters Score -667718.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -667756.687500 Penalty: 4493.347656
	Iteration 15Q: 3 clusters Score -667756.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -667796.437500 Penalty: 4493.347656
	Iteration 16Q: 3 clusters Score -667796.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -667821.437500 Penalty: 4493.347656
	Iteration 17Q: 3 clusters Score -667821.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -667838.187500 Penalty: 4493.347656
	Iteration 18Q: 3 clusters Score -667838.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -667857.687500 Penalty: 4493.347656
	Iteration 19Q: 3 clusters Score -667857.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -667872.312500 Penalty: 4493.347656
	Iteration 20F: 3 clusters Score -667872.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -667881.812500 Penalty: 4493.347656
	Iteration 21Q: 3 clusters Score -667881.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -667896.437500 Penalty: 4493.347656
	Iteration 22Q: 3 clusters Score -667896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -667906.125000 Penalty: 4493.347656
	Iteration 23Q: 3 clusters Score -667906.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -667913.500000 Penalty: 4493.347656
	Iteration 24Q: 3 clusters Score -667913.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -667925.187500 Penalty: 4493.347656
	Iteration 25Q: 3 clusters Score -667925.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -667936.187500 Penalty: 4493.347656
	Iteration 26Q: 3 clusters Score -667936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -667944.125000 Penalty: 4493.347656
	Iteration 27Q: 3 clusters Score -667944.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -667949.875000 Penalty: 4493.347656
	Iteration 28Q: 3 clusters Score -667949.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -667955.062500 Penalty: 4493.347656
	Iteration 29Q: 3 clusters Score -667955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -667959.625000 Penalty: 4493.347656
	Iteration 30Q: 3 clusters Score -667959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -667960.875000 Penalty: 4493.347656
	Iteration 31Q: 3 clusters Score -667960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -667966.125000 Penalty: 4493.347656
	Iteration 32Q: 3 clusters Score -667966.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -667968.750000 Penalty: 4493.347656
	Iteration 33Q: 3 clusters Score -667968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -667969.562500 Penalty: 4493.347656
	Iteration 34Q: 3 clusters Score -667969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -667973.562500 Penalty: 4493.347656
	Iteration 35Q: 3 clusters Score -667973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -667974.250000 Penalty: 4493.347656
	Iteration 36Q: 3 clusters Score -667974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -667977.125000 Penalty: 4493.347656
	Iteration 37Q: 3 clusters Score -667977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -667979.625000 Penalty: 4493.347656
	Iteration 38Q: 3 clusters Score -667979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -667981.000000 Penalty: 4493.347656
	Iteration 39Q: 3 clusters Score -667981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -667981.687500 Penalty: 4493.347656
	Iteration 40F: 3 clusters Score -667981.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Entering Unmasked Estep 
Score: -2737862.750000 Penalty: 2600.218750
	Iteration 0F: 2 clusters Score -2737863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2713333.750000 Penalty: 5200.437500
	Iteration 0F: 3 clusters Score -2713334 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2722854.000000 Penalty: 5200.437500
	Iteration 1F: 3 clusters Score -2722854 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2724126.750000 Penalty: 5200.437500
	Iteration 2F: 3 clusters Score -2724127 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2725863.500000 Penalty: 5200.437500
	Iteration 3F: 3 clusters Score -2725864 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2728083.000000 Penalty: 5200.437500
	Iteration 4F: 3 clusters Score -2728083 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2730444.750000 Penalty: 5200.437500
	Iteration 5F: 3 clusters Score -2730445 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2732490.250000 Penalty: 5200.437500
	Iteration 6F: 3 clusters Score -2732490 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2734245.750000 Penalty: 5200.437500
	Iteration 7F: 3 clusters Score -2734246 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2735458.000000 Penalty: 5200.437500
	Iteration 8Q: 3 clusters Score -2735458 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2736224.500000 Penalty: 5200.437500
	Iteration 9Q: 3 clusters Score -2736224 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2736813.000000 Penalty: 5200.437500
	Iteration 10Q: 3 clusters Score -2736813 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2737219.250000 Penalty: 5200.437500
	Iteration 11Q: 3 clusters Score -2737219 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2737489.250000 Penalty: 5200.437500
	Iteration 12Q: 3 clusters Score -2737489 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2737664.750000 Penalty: 5200.437500
	Iteration 13Q: 3 clusters Score -2737665 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2737760.000000 Penalty: 5200.437500
	Iteration 14Q: 3 clusters Score -2737760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2737827.750000 Penalty: 5200.437500
	Iteration 15Q: 3 clusters Score -2737828 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2737869.750000 Penalty: 5200.437500
	Iteration 16Q: 3 clusters Score -2737870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2737927.000000 Penalty: 5200.437500
	Iteration 17Q: 3 clusters Score -2737927 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2737969.750000 Penalty: 5200.437500
	Iteration 18Q: 3 clusters Score -2737970 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2738014.500000 Penalty: 5200.437500
	Iteration 19Q: 3 clusters Score -2738014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2738045.000000 Penalty: 5200.437500
	Iteration 20F: 3 clusters Score -2738045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2738066.250000 Penalty: 5200.437500
	Iteration 21Q: 3 clusters Score -2738066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2738075.000000 Penalty: 5200.437500
	Iteration 22Q: 3 clusters Score -2738075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2738094.750000 Penalty: 5200.437500
	Iteration 23Q: 3 clusters Score -2738095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2738100.000000 Penalty: 5200.437500
	Iteration 24Q: 3 clusters Score -2738100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2738113.500000 Penalty: 5200.437500
	Iteration 25Q: 3 clusters Score -2738114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2738126.750000 Penalty: 5200.437500
	Iteration 26Q: 3 clusters Score -2738127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2738126.750000 Penalty: 5200.437500
	Iteration 27Q: 3 clusters Score -2738127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2738133.000000 Penalty: 5200.437500
	Iteration 28Q: 3 clusters Score -2738133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2738133.500000 Penalty: 5200.437500
	Iteration 29Q: 3 clusters Score -2738134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2738135.750000 Penalty: 5200.437500
	Iteration 30Q: 3 clusters Score -2738136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2738145.250000 Penalty: 5200.437500
	Iteration 31Q: 3 clusters Score -2738145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2738149.750000 Penalty: 5200.437500
	Iteration 32Q: 3 clusters Score -2738150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2738159.250000 Penalty: 5200.437500
	Iteration 33Q: 3 clusters Score -2738159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2738159.250000 Penalty: 5200.437500
	Iteration 34Q: 3 clusters Score -2738159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2738169.750000 Penalty: 5200.437500
	Iteration 35Q: 3 clusters Score -2738170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2738180.000000 Penalty: 5200.437500
	Iteration 36Q: 3 clusters Score -2738180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2738194.750000 Penalty: 5200.437500
	Iteration 37Q: 3 clusters Score -2738195 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2738195.500000 Penalty: 5200.437500
	Iteration 38Q: 3 clusters Score -2738196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2738196.500000 Penalty: 5200.437500
	Iteration 39Q: 3 clusters Score -2738196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2738207.500000 Penalty: 5200.437500
	Iteration 40F: 3 clusters Score -2738208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2738217.750000 Penalty: 5200.437500
	Iteration 41Q: 3 clusters Score -2738218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2738214.250000 Penalty: 5200.437500
	Iteration 42Q: 3 clusters Score -2738214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2738217.500000 Penalty: 5200.437500
	Iteration 43Q: 3 clusters Score -2738218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2738223.500000 Penalty: 5200.437500
	Iteration 44Q: 3 clusters Score -2738224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2738221.000000 Penalty: 5200.437500
	Iteration 45Q: 3 clusters Score -2738221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2738222.750000 Penalty: 5200.437500
	Iteration 46Q: 3 clusters Score -2738223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2738223.000000 Penalty: 5200.437500
	Iteration 47Q: 3 clusters Score -2738223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2738224.000000 Penalty: 5200.437500
	Iteration 48Q: 3 clusters Score -2738224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2738219.500000 Penalty: 5200.437500
	Iteration 49Q: 3 clusters Score -2738220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2738225.750000 Penalty: 5200.437500
	Iteration 50Q: 3 clusters Score -2738226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2738237.500000 Penalty: 5200.437500
	Iteration 51Q: 3 clusters Score -2738238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2738243.000000 Penalty: 5200.437500
	Iteration 52Q: 3 clusters Score -2738243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2738254.000000 Penalty: 5200.437500
	Iteration 53Q: 3 clusters Score -2738254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2738253.750000 Penalty: 5200.437500
	Iteration 54Q: 3 clusters Score -2738254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2738275.500000 Penalty: 5200.437500
	Iteration 55Q: 3 clusters Score -2738276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2738277.250000 Penalty: 5200.437500
	Iteration 56Q: 3 clusters Score -2738277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2738299.000000 Penalty: 5200.437500
	Iteration 57Q: 3 clusters Score -2738299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2738296.250000 Penalty: 5200.437500
	Iteration 58Q: 3 clusters Score -2738296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2738303.000000 Penalty: 5200.437500
	Iteration 59Q: 3 clusters Score -2738303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2738310.250000 Penalty: 5200.437500
	Iteration 60F: 3 clusters Score -2738310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2738319.500000 Penalty: 5200.437500
	Iteration 61Q: 3 clusters Score -2738320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2738335.250000 Penalty: 5200.437500
	Iteration 62Q: 3 clusters Score -2738335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2738359.750000 Penalty: 5200.437500
	Iteration 63Q: 3 clusters Score -2738360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2738379.500000 Penalty: 5200.437500
	Iteration 64Q: 3 clusters Score -2738380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2738422.750000 Penalty: 5200.437500
	Iteration 65Q: 3 clusters Score -2738423 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2738449.750000 Penalty: 5200.437500
	Iteration 66Q: 3 clusters Score -2738450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2738465.750000 Penalty: 5200.437500
	Iteration 67Q: 3 clusters Score -2738466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2738503.500000 Penalty: 5200.437500
	Iteration 68Q: 3 clusters Score -2738504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2738521.500000 Penalty: 5200.437500
	Iteration 69Q: 3 clusters Score -2738522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2738563.250000 Penalty: 5200.437500
	Iteration 70Q: 3 clusters Score -2738563 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2738601.500000 Penalty: 5200.437500
	Iteration 71Q: 3 clusters Score -2738602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2738650.750000 Penalty: 5200.437500
	Iteration 72Q: 3 clusters Score -2738651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2738700.250000 Penalty: 5200.437500
	Iteration 73Q: 3 clusters Score -2738700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2738750.500000 Penalty: 5200.437500
	Iteration 74Q: 3 clusters Score -2738750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2738777.500000 Penalty: 5200.437500
	Iteration 75Q: 3 clusters Score -2738778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2738797.500000 Penalty: 5200.437500
	Iteration 76Q: 3 clusters Score -2738798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2738815.000000 Penalty: 5200.437500
	Iteration 77Q: 3 clusters Score -2738815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2738819.500000 Penalty: 5200.437500
	Iteration 78Q: 3 clusters Score -2738820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2738823.000000 Penalty: 5200.437500
	Iteration 79Q: 3 clusters Score -2738823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2738832.250000 Penalty: 5200.437500
	Iteration 80F: 3 clusters Score -2738832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2738833.500000 Penalty: 5200.437500
	Iteration 81Q: 3 clusters Score -2738834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2738835.500000 Penalty: 5200.437500
	Iteration 82Q: 3 clusters Score -2738836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2738833.250000 Penalty: 5200.437500
	Iteration 83Q: 3 clusters Score -2738833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2738834.500000 Penalty: 5200.437500
	Iteration 84Q: 3 clusters Score -2738834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2738837.750000 Penalty: 5200.437500
	Iteration 85Q: 3 clusters Score -2738838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2738834.750000 Penalty: 5200.437500
	Iteration 86Q: 3 clusters Score -2738835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2738837.500000 Penalty: 5200.437500
	Iteration 87Q: 3 clusters Score -2738838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2738837.250000 Penalty: 5200.437500
	Iteration 88Q: 3 clusters Score -2738837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2738836.250000 Penalty: 5200.437500
	Iteration 89Q: 3 clusters Score -2738836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2738837.250000 Penalty: 5200.437500
	Iteration 90Q: 3 clusters Score -2738837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2738837.000000 Penalty: 5200.437500
	Iteration 91Q: 3 clusters Score -2738837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2738837.750000 Penalty: 5200.437500
	Iteration 92Q: 3 clusters Score -2738838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2738840.750000 Penalty: 5200.437500
	Iteration 93Q: 3 clusters Score -2738841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2738838.750000 Penalty: 5200.437500
	Iteration 94Q: 3 clusters Score -2738839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2738840.250000 Penalty: 5200.437500
	Iteration 95Q: 3 clusters Score -2738840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2738838.750000 Penalty: 5200.437500
	Iteration 96Q: 3 clusters Score -2738839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2738838.250000 Penalty: 5200.437500
	Iteration 97Q: 3 clusters Score -2738838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2738839.500000 Penalty: 5200.437500
	Iteration 98Q: 3 clusters Score -2738840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2738839.500000 Penalty: 5200.437500
	Iteration 99F: 3 clusters Score -2738840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 29051 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17512 members 
Mstep: Class 7 contains 95459 members 
Mstep: Class 8 contains 16837 members 
Mstep: Class 9 contains 846680 members 
Mstep: Class 10 contains 40837 members 
Mstep: Class 11 contains 285914 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23341 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 32725 members 
Mstep: Class 16 contains 24923 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 52797 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19196 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20709 members 
Mstep: Class 24 contains 162140 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21970 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 3041 members 
Entering Unmasked Estep 
Score: -142785328.000000 Penalty: 107249.625000
Splitting cluster 15 changes total score from -142785232.000000 to -142785328.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (24923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Entering Unmasked Estep 
Score: -2074541.375000 Penalty: 2510.639648
	Iteration 0F: 2 clusters Score -2074541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2057266.250000 Penalty: 5021.279297
	Iteration 0F: 3 clusters Score -2057266 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2063328.375000 Penalty: 5021.279297
	Iteration 1F: 3 clusters Score -2063328 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2063673.000000 Penalty: 5021.279297
	Iteration 2Q: 3 clusters Score -2063673 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2063944.375000 Penalty: 5021.279297
	Iteration 3Q: 3 clusters Score -2063944 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2064207.250000 Penalty: 5021.279297
	Iteration 4Q: 3 clusters Score -2064207 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2064473.625000 Penalty: 5021.279297
	Iteration 5Q: 3 clusters Score -2064474 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2064813.625000 Penalty: 5021.279297
	Iteration 6Q: 3 clusters Score -2064814 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2065294.250000 Penalty: 5021.279297
	Iteration 7Q: 3 clusters Score -2065294 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2065942.750000 Penalty: 5021.279297
	Iteration 8Q: 3 clusters Score -2065943 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2066858.125000 Penalty: 5021.279297
	Iteration 9F: 3 clusters Score -2066858 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2068028.875000 Penalty: 5021.279297
	Iteration 10F: 3 clusters Score -2068029 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2069287.125000 Penalty: 5021.279297
	Iteration 11F: 3 clusters Score -2069287 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2070416.625000 Penalty: 5021.279297
	Iteration 12F: 3 clusters Score -2070417 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2071182.625000 Penalty: 5021.279297
	Iteration 13Q: 3 clusters Score -2071183 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -2071656.000000 Penalty: 5021.279297
	Iteration 14Q: 3 clusters Score -2071656 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2071927.125000 Penalty: 5021.279297
	Iteration 15Q: 3 clusters Score -2071927 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2072070.000000 Penalty: 5021.279297
	Iteration 16Q: 3 clusters Score -2072070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2072163.500000 Penalty: 5021.279297
	Iteration 17Q: 3 clusters Score -2072164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2072226.000000 Penalty: 5021.279297
	Iteration 18Q: 3 clusters Score -2072226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -2072275.875000 Penalty: 5021.279297
	Iteration 19Q: 3 clusters Score -2072276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2072315.875000 Penalty: 5021.279297
	Iteration 20F: 3 clusters Score -2072316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -2072332.875000 Penalty: 5021.279297
	Iteration 21Q: 3 clusters Score -2072333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2072354.625000 Penalty: 5021.279297
	Iteration 22Q: 3 clusters Score -2072355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -2072366.375000 Penalty: 5021.279297
	Iteration 23Q: 3 clusters Score -2072366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2072380.250000 Penalty: 5021.279297
	Iteration 24Q: 3 clusters Score -2072380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2072384.375000 Penalty: 5021.279297
	Iteration 25Q: 3 clusters Score -2072384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -2072391.875000 Penalty: 5021.279297
	Iteration 26Q: 3 clusters Score -2072392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2072393.375000 Penalty: 5021.279297
	Iteration 27Q: 3 clusters Score -2072393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2072396.375000 Penalty: 5021.279297
	Iteration 28Q: 3 clusters Score -2072396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2072399.375000 Penalty: 5021.279297
	Iteration 29Q: 3 clusters Score -2072399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2072399.375000 Penalty: 5021.279297
	Iteration 30Q: 3 clusters Score -2072399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2072399.375000 Penalty: 5021.279297
	Iteration 31F: 3 clusters Score -2072399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -233496.390625 Penalty: 1994.749023
	Iteration 0F: 2 clusters Score -233496.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -230170.812500 Penalty: 3989.498047
	Iteration 0F: 3 clusters Score -230170.8 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -230906.531250 Penalty: 3989.498047
	Iteration 1F: 3 clusters Score -230906.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -231206.234375 Penalty: 3989.498047
	Iteration 2F: 3 clusters Score -231206.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -231451.890625 Penalty: 3989.498047
	Iteration 3F: 3 clusters Score -231451.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -231634.203125 Penalty: 3989.498047
	Iteration 4F: 3 clusters Score -231634.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231783.968750 Penalty: 3989.498047
	Iteration 5F: 3 clusters Score -231784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -231922.968750 Penalty: 3989.498047
	Iteration 6Q: 3 clusters Score -231923 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232028.031250 Penalty: 3989.498047
	Iteration 7Q: 3 clusters Score -232028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -232095.734375 Penalty: 3989.498047
	Iteration 8Q: 3 clusters Score -232095.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232156.218750 Penalty: 3989.498047
	Iteration 9Q: 3 clusters Score -232156.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -232200.265625 Penalty: 3989.498047
	Iteration 10Q: 3 clusters Score -232200.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -232235.171875 Penalty: 3989.498047
	Iteration 11Q: 3 clusters Score -232235.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -232255.484375 Penalty: 3989.498047
	Iteration 12Q: 3 clusters Score -232255.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -232280.250000 Penalty: 3989.498047
	Iteration 13Q: 3 clusters Score -232280.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -232296.328125 Penalty: 3989.498047
	Iteration 14Q: 3 clusters Score -232296.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -232309.062500 Penalty: 3989.498047
	Iteration 15Q: 3 clusters Score -232309.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -232324.781250 Penalty: 3989.498047
	Iteration 16Q: 3 clusters Score -232324.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -232335.906250 Penalty: 3989.498047
	Iteration 17Q: 3 clusters Score -232335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -232343.812500 Penalty: 3989.498047
	Iteration 18Q: 3 clusters Score -232343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -232351.515625 Penalty: 3989.498047
	Iteration 19Q: 3 clusters Score -232351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -232356.250000 Penalty: 3989.498047
	Iteration 20F: 3 clusters Score -232356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -232358.687500 Penalty: 3989.498047
	Iteration 21Q: 3 clusters Score -232358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -232361.015625 Penalty: 3989.498047
	Iteration 22Q: 3 clusters Score -232361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -232363.484375 Penalty: 3989.498047
	Iteration 23Q: 3 clusters Score -232363.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -232365.703125 Penalty: 3989.498047
	Iteration 24Q: 3 clusters Score -232365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -232369.156250 Penalty: 3989.498047
	Iteration 25Q: 3 clusters Score -232369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -232371.906250 Penalty: 3989.498047
	Iteration 26Q: 3 clusters Score -232371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -232378.093750 Penalty: 3989.498047
	Iteration 27Q: 3 clusters Score -232378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -232380.015625 Penalty: 3989.498047
	Iteration 28Q: 3 clusters Score -232380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -232380.328125 Penalty: 3989.498047
	Iteration 29Q: 3 clusters Score -232380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -232381.328125 Penalty: 3989.498047
	Iteration 30Q: 3 clusters Score -232381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -232381.734375 Penalty: 3989.498047
	Iteration 31Q: 3 clusters Score -232381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -232382.140625 Penalty: 3989.498047
	Iteration 32Q: 3 clusters Score -232382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232382.125000 Penalty: 3989.498047
	Iteration 33Q: 3 clusters Score -232382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232383.921875 Penalty: 3989.498047
	Iteration 34Q: 3 clusters Score -232383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -232385.828125 Penalty: 3989.498047
	Iteration 35Q: 3 clusters Score -232385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -232388.312500 Penalty: 3989.498047
	Iteration 36Q: 3 clusters Score -232388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232392.765625 Penalty: 3989.498047
	Iteration 37Q: 3 clusters Score -232392.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -232395.000000 Penalty: 3989.498047
	Iteration 38Q: 3 clusters Score -232395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232395.609375 Penalty: 3989.498047
	Iteration 39Q: 3 clusters Score -232395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232395.609375 Penalty: 3989.498047
	Iteration 40F: 3 clusters Score -232395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Entering Unmasked Estep 
Score: -4013155.500000 Penalty: 2676.848145
	Iteration 0F: 2 clusters Score -4013156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3980401.750000 Penalty: 5353.696289
	Iteration 0F: 3 clusters Score -3980402 nChanged 22515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3993005.000000 Penalty: 5353.696289
	Iteration 1F: 3 clusters Score -3993005 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3993769.000000 Penalty: 5353.696289
	Iteration 2Q: 3 clusters Score -3993769 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3994649.250000 Penalty: 5353.696289
	Iteration 3Q: 3 clusters Score -3994649 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3995698.500000 Penalty: 5353.696289
	Iteration 4Q: 3 clusters Score -3995698 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3996812.000000 Penalty: 5353.696289
	Iteration 5Q: 3 clusters Score -3996812 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3998113.750000 Penalty: 5353.696289
	Iteration 6Q: 3 clusters Score -3998114 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3999656.500000 Penalty: 5353.696289
	Iteration 7Q: 3 clusters Score -3999656 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4001401.500000 Penalty: 5353.696289
	Iteration 8F: 3 clusters Score -4001402 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4003135.500000 Penalty: 5353.696289
	Iteration 9Q: 3 clusters Score -4003136 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4004554.000000 Penalty: 5353.696289
	Iteration 10Q: 3 clusters Score -4004554 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4005479.250000 Penalty: 5353.696289
	Iteration 11Q: 3 clusters Score -4005479 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4006038.250000 Penalty: 5353.696289
	Iteration 12Q: 3 clusters Score -4006038 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4006425.750000 Penalty: 5353.696289
	Iteration 13Q: 3 clusters Score -4006426 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4006792.000000 Penalty: 5353.696289
	Iteration 14Q: 3 clusters Score -4006792 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -4007151.500000 Penalty: 5353.696289
	Iteration 15Q: 3 clusters Score -4007152 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -4007481.750000 Penalty: 5353.696289
	Iteration 16Q: 3 clusters Score -4007482 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4007835.750000 Penalty: 5353.696289
	Iteration 17Q: 3 clusters Score -4007836 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -4008165.500000 Penalty: 5353.696289
	Iteration 18Q: 3 clusters Score -4008166 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4008517.000000 Penalty: 5353.696289
	Iteration 19Q: 3 clusters Score -4008517 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4008860.500000 Penalty: 5353.696289
	Iteration 20F: 3 clusters Score -4008860 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4009174.000000 Penalty: 5353.696289
	Iteration 21Q: 3 clusters Score -4009174 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4009448.500000 Penalty: 5353.696289
	Iteration 22Q: 3 clusters Score -4009448 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4009715.000000 Penalty: 5353.696289
	Iteration 23Q: 3 clusters Score -4009715 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4009937.000000 Penalty: 5353.696289
	Iteration 24Q: 3 clusters Score -4009937 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4010111.500000 Penalty: 5353.696289
	Iteration 25Q: 3 clusters Score -4010112 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4010237.500000 Penalty: 5353.696289
	Iteration 26Q: 3 clusters Score -4010238 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4010389.750000 Penalty: 5353.696289
	Iteration 27Q: 3 clusters Score -4010390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4010449.750000 Penalty: 5353.696289
	Iteration 28Q: 3 clusters Score -4010450 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4010528.000000 Penalty: 5353.696289
	Iteration 29Q: 3 clusters Score -4010528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4010571.000000 Penalty: 5353.696289
	Iteration 30Q: 3 clusters Score -4010571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4010601.750000 Penalty: 5353.696289
	Iteration 31Q: 3 clusters Score -4010602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4010630.500000 Penalty: 5353.696289
	Iteration 32Q: 3 clusters Score -4010630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4010649.500000 Penalty: 5353.696289
	Iteration 33Q: 3 clusters Score -4010650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4010660.500000 Penalty: 5353.696289
	Iteration 34Q: 3 clusters Score -4010660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4010702.250000 Penalty: 5353.696289
	Iteration 35Q: 3 clusters Score -4010702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4010718.500000 Penalty: 5353.696289
	Iteration 36Q: 3 clusters Score -4010718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4010741.750000 Penalty: 5353.696289
	Iteration 37Q: 3 clusters Score -4010742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4010758.250000 Penalty: 5353.696289
	Iteration 38Q: 3 clusters Score -4010758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4010775.000000 Penalty: 5353.696289
	Iteration 39Q: 3 clusters Score -4010775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4010770.500000 Penalty: 5353.696289
	Iteration 40F: 3 clusters Score -4010770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4010782.000000 Penalty: 5353.696289
	Iteration 41Q: 3 clusters Score -4010782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4010792.500000 Penalty: 5353.696289
	Iteration 42Q: 3 clusters Score -4010792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4010801.000000 Penalty: 5353.696289
	Iteration 43Q: 3 clusters Score -4010801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4010814.250000 Penalty: 5353.696289
	Iteration 44Q: 3 clusters Score -4010814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4010822.000000 Penalty: 5353.696289
	Iteration 45Q: 3 clusters Score -4010822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4010827.250000 Penalty: 5353.696289
	Iteration 46Q: 3 clusters Score -4010827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4010838.500000 Penalty: 5353.696289
	Iteration 47Q: 3 clusters Score -4010838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4010856.750000 Penalty: 5353.696289
	Iteration 48Q: 3 clusters Score -4010857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4010866.500000 Penalty: 5353.696289
	Iteration 49Q: 3 clusters Score -4010866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4010869.750000 Penalty: 5353.696289
	Iteration 50Q: 3 clusters Score -4010870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4010870.500000 Penalty: 5353.696289
	Iteration 51Q: 3 clusters Score -4010870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4010873.000000 Penalty: 5353.696289
	Iteration 52Q: 3 clusters Score -4010873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4010872.750000 Penalty: 5353.696289
	Iteration 53Q: 3 clusters Score -4010873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4010877.250000 Penalty: 5353.696289
	Iteration 54Q: 3 clusters Score -4010877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4010873.250000 Penalty: 5353.696289
	Iteration 55Q: 3 clusters Score -4010873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4010875.750000 Penalty: 5353.696289
	Iteration 56Q: 3 clusters Score -4010876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4010879.000000 Penalty: 5353.696289
	Iteration 57Q: 3 clusters Score -4010879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4010879.500000 Penalty: 5353.696289
	Iteration 58Q: 3 clusters Score -4010880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4010881.500000 Penalty: 5353.696289
	Iteration 59Q: 3 clusters Score -4010882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4010880.250000 Penalty: 5353.696289
	Iteration 60F: 3 clusters Score -4010880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4010882.000000 Penalty: 5353.696289
	Iteration 61Q: 3 clusters Score -4010882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4010880.000000 Penalty: 5353.696289
	Iteration 62Q: 3 clusters Score -4010880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4010874.750000 Penalty: 5353.696289
	Iteration 63Q: 3 clusters Score -4010875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4010880.000000 Penalty: 5353.696289
	Iteration 64Q: 3 clusters Score -4010880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4010878.250000 Penalty: 5353.696289
	Iteration 65Q: 3 clusters Score -4010878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4010878.250000 Penalty: 5353.696289
	Iteration 66F: 3 clusters Score -4010878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Entering Unmasked Estep 
Score: -4158598.250000 Penalty: 2696.803955
	Iteration 0F: 2 clusters Score -4158598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4123086.750000 Penalty: 5393.607910
	Iteration 0F: 3 clusters Score -4123087 nChanged 24454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4136811.750000 Penalty: 5393.607910
	Iteration 1F: 3 clusters Score -4136812 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4137367.250000 Penalty: 5393.607910
	Iteration 2Q: 3 clusters Score -4137367 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4137872.250000 Penalty: 5393.607910
	Iteration 3Q: 3 clusters Score -4137872 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4138410.750000 Penalty: 5393.607910
	Iteration 4Q: 3 clusters Score -4138411 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4138998.000000 Penalty: 5393.607910
	Iteration 5Q: 3 clusters Score -4138998 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4139764.500000 Penalty: 5393.607910
	Iteration 6Q: 3 clusters Score -4139764 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4140863.000000 Penalty: 5393.607910
	Iteration 7Q: 3 clusters Score -4140863 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4142417.000000 Penalty: 5393.607910
	Iteration 8F: 3 clusters Score -4142417 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4144441.000000 Penalty: 5393.607910
	Iteration 9F: 3 clusters Score -4144441 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4146637.750000 Penalty: 5393.607910
	Iteration 10F: 3 clusters Score -4146638 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4148673.000000 Penalty: 5393.607910
	Iteration 11Q: 3 clusters Score -4148673 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4150255.250000 Penalty: 5393.607910
	Iteration 12Q: 3 clusters Score -4150255 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4151486.000000 Penalty: 5393.607910
	Iteration 13Q: 3 clusters Score -4151486 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -4152380.750000 Penalty: 5393.607910
	Iteration 14Q: 3 clusters Score -4152381 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4153109.000000 Penalty: 5393.607910
	Iteration 15Q: 3 clusters Score -4153109 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4153726.500000 Penalty: 5393.607910
	Iteration 16Q: 3 clusters Score -4153726 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4154258.000000 Penalty: 5393.607910
	Iteration 17Q: 3 clusters Score -4154258 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4154711.750000 Penalty: 5393.607910
	Iteration 18Q: 3 clusters Score -4154712 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4155114.000000 Penalty: 5393.607910
	Iteration 19Q: 3 clusters Score -4155114 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4155428.750000 Penalty: 5393.607910
	Iteration 20F: 3 clusters Score -4155429 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4155659.250000 Penalty: 5393.607910
	Iteration 21Q: 3 clusters Score -4155659 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4155864.250000 Penalty: 5393.607910
	Iteration 22Q: 3 clusters Score -4155864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4156013.000000 Penalty: 5393.607910
	Iteration 23Q: 3 clusters Score -4156013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4156110.250000 Penalty: 5393.607910
	Iteration 24Q: 3 clusters Score -4156110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4156165.750000 Penalty: 5393.607910
	Iteration 25Q: 3 clusters Score -4156166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4156191.250000 Penalty: 5393.607910
	Iteration 26Q: 3 clusters Score -4156191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4156206.000000 Penalty: 5393.607910
	Iteration 27Q: 3 clusters Score -4156206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4156219.250000 Penalty: 5393.607910
	Iteration 28Q: 3 clusters Score -4156219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4156227.000000 Penalty: 5393.607910
	Iteration 29Q: 3 clusters Score -4156227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4156230.500000 Penalty: 5393.607910
	Iteration 30Q: 3 clusters Score -4156230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4156232.500000 Penalty: 5393.607910
	Iteration 31Q: 3 clusters Score -4156232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4156236.500000 Penalty: 5393.607910
	Iteration 32Q: 3 clusters Score -4156236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4156236.000000 Penalty: 5393.607910
	Iteration 33Q: 3 clusters Score -4156236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4156235.500000 Penalty: 5393.607910
	Iteration 34Q: 3 clusters Score -4156236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4156238.250000 Penalty: 5393.607910
	Iteration 35Q: 3 clusters Score -4156238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4156242.500000 Penalty: 5393.607910
	Iteration 36Q: 3 clusters Score -4156242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4156243.500000 Penalty: 5393.607910
	Iteration 37Q: 3 clusters Score -4156244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4156246.250000 Penalty: 5393.607910
	Iteration 38Q: 3 clusters Score -4156246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4156246.750000 Penalty: 5393.607910
	Iteration 39Q: 3 clusters Score -4156247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4156249.750000 Penalty: 5393.607910
	Iteration 40F: 3 clusters Score -4156250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4156253.250000 Penalty: 5393.607910
	Iteration 41Q: 3 clusters Score -4156253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4156252.000000 Penalty: 5393.607910
	Iteration 42Q: 3 clusters Score -4156252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4156258.250000 Penalty: 5393.607910
	Iteration 43Q: 3 clusters Score -4156258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4156256.500000 Penalty: 5393.607910
	Iteration 44Q: 3 clusters Score -4156256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4156256.750000 Penalty: 5393.607910
	Iteration 45Q: 3 clusters Score -4156257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4156259.000000 Penalty: 5393.607910
	Iteration 46Q: 3 clusters Score -4156259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4156261.000000 Penalty: 5393.607910
	Iteration 47Q: 3 clusters Score -4156261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4156261.250000 Penalty: 5393.607910
	Iteration 48Q: 3 clusters Score -4156261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4156261.250000 Penalty: 5393.607910
	Iteration 49Q: 3 clusters Score -4156261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4156267.000000 Penalty: 5393.607910
	Iteration 50Q: 3 clusters Score -4156267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4156267.000000 Penalty: 5393.607910
	Iteration 51F: 3 clusters Score -4156267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Entering Unmasked Estep 
Score: -774330.000000 Penalty: 2265.365479
	Iteration 0F: 2 clusters Score -774330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -767054.812500 Penalty: 4530.730957
	Iteration 0F: 3 clusters Score -767054.8 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -769058.937500 Penalty: 4530.730957
	Iteration 1F: 3 clusters Score -769058.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -769386.062500 Penalty: 4530.730957
	Iteration 2F: 3 clusters Score -769386.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -769598.375000 Penalty: 4530.730957
	Iteration 3F: 3 clusters Score -769598.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -769737.437500 Penalty: 4530.730957
	Iteration 4Q: 3 clusters Score -769737.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -769857.875000 Penalty: 4530.730957
	Iteration 5Q: 3 clusters Score -769857.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -769991.812500 Penalty: 4530.730957
	Iteration 6Q: 3 clusters Score -769991.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -770149.937500 Penalty: 4530.730957
	Iteration 7Q: 3 clusters Score -770149.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -770346.687500 Penalty: 4530.730957
	Iteration 8Q: 3 clusters Score -770346.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -770549.937500 Penalty: 4530.730957
	Iteration 9Q: 3 clusters Score -770549.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -770758.750000 Penalty: 4530.730957
	Iteration 10Q: 3 clusters Score -770758.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -770970.562500 Penalty: 4530.730957
	Iteration 11Q: 3 clusters Score -770970.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -771207.312500 Penalty: 4530.730957
	Iteration 12Q: 3 clusters Score -771207.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -771421.437500 Penalty: 4530.730957
	Iteration 13Q: 3 clusters Score -771421.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -771620.375000 Penalty: 4530.730957
	Iteration 14Q: 3 clusters Score -771620.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -771802.062500 Penalty: 4530.730957
	Iteration 15Q: 3 clusters Score -771802.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -771943.875000 Penalty: 4530.730957
	Iteration 16Q: 3 clusters Score -771943.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -772038.250000 Penalty: 4530.730957
	Iteration 17Q: 3 clusters Score -772038.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -772123.062500 Penalty: 4530.730957
	Iteration 18Q: 3 clusters Score -772123.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -772194.500000 Penalty: 4530.730957
	Iteration 19Q: 3 clusters Score -772194.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -772236.312500 Penalty: 4530.730957
	Iteration 20F: 3 clusters Score -772236.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -772263.437500 Penalty: 4530.730957
	Iteration 21Q: 3 clusters Score -772263.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -772289.437500 Penalty: 4530.730957
	Iteration 22Q: 3 clusters Score -772289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -772310.187500 Penalty: 4530.730957
	Iteration 23Q: 3 clusters Score -772310.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -772326.187500 Penalty: 4530.730957
	Iteration 24Q: 3 clusters Score -772326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -772331.500000 Penalty: 4530.730957
	Iteration 25Q: 3 clusters Score -772331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -772336.000000 Penalty: 4530.730957
	Iteration 26Q: 3 clusters Score -772336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -772336.000000 Penalty: 4530.730957
	Iteration 27F: 3 clusters Score -772336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Entering Unmasked Estep 
Score: -1517340.375000 Penalty: 2445.889404
	Iteration 0F: 2 clusters Score -1517340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1503706.000000 Penalty: 4891.778809
	Iteration 0F: 3 clusters Score -1503706 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1508328.375000 Penalty: 4891.778809
	Iteration 1F: 3 clusters Score -1508328 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1508786.250000 Penalty: 4891.778809
	Iteration 2F: 3 clusters Score -1508786 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1509313.500000 Penalty: 4891.778809
	Iteration 3F: 3 clusters Score -1509314 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1509890.375000 Penalty: 4891.778809
	Iteration 4F: 3 clusters Score -1509890 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1510572.250000 Penalty: 4891.778809
	Iteration 5F: 3 clusters Score -1510572 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1511293.625000 Penalty: 4891.778809
	Iteration 6F: 3 clusters Score -1511294 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1512068.625000 Penalty: 4891.778809
	Iteration 7F: 3 clusters Score -1512069 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1512881.625000 Penalty: 4891.778809
	Iteration 8F: 3 clusters Score -1512882 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1513654.250000 Penalty: 4891.778809
	Iteration 9F: 3 clusters Score -1513654 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1514292.500000 Penalty: 4891.778809
	Iteration 10Q: 3 clusters Score -1514292 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1514721.750000 Penalty: 4891.778809
	Iteration 11Q: 3 clusters Score -1514722 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1515030.875000 Penalty: 4891.778809
	Iteration 12Q: 3 clusters Score -1515031 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1515298.125000 Penalty: 4891.778809
	Iteration 13Q: 3 clusters Score -1515298 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1515458.000000 Penalty: 4891.778809
	Iteration 14Q: 3 clusters Score -1515458 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1515550.125000 Penalty: 4891.778809
	Iteration 15Q: 3 clusters Score -1515550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1515611.125000 Penalty: 4891.778809
	Iteration 16Q: 3 clusters Score -1515611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1515658.250000 Penalty: 4891.778809
	Iteration 17Q: 3 clusters Score -1515658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1515700.500000 Penalty: 4891.778809
	Iteration 18Q: 3 clusters Score -1515700 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1515717.000000 Penalty: 4891.778809
	Iteration 19Q: 3 clusters Score -1515717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1515742.625000 Penalty: 4891.778809
	Iteration 20F: 3 clusters Score -1515743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1515760.250000 Penalty: 4891.778809
	Iteration 21Q: 3 clusters Score -1515760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1515766.625000 Penalty: 4891.778809
	Iteration 22Q: 3 clusters Score -1515767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1515780.750000 Penalty: 4891.778809
	Iteration 23Q: 3 clusters Score -1515781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1515797.625000 Penalty: 4891.778809
	Iteration 24Q: 3 clusters Score -1515798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1515807.625000 Penalty: 4891.778809
	Iteration 25Q: 3 clusters Score -1515808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1515816.500000 Penalty: 4891.778809
	Iteration 26Q: 3 clusters Score -1515816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1515827.500000 Penalty: 4891.778809
	Iteration 27Q: 3 clusters Score -1515828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1515835.500000 Penalty: 4891.778809
	Iteration 28Q: 3 clusters Score -1515836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1515840.500000 Penalty: 4891.778809
	Iteration 29Q: 3 clusters Score -1515840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1515844.250000 Penalty: 4891.778809
	Iteration 30Q: 3 clusters Score -1515844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1515849.750000 Penalty: 4891.778809
	Iteration 31Q: 3 clusters Score -1515850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1515850.875000 Penalty: 4891.778809
	Iteration 32Q: 3 clusters Score -1515851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1515855.250000 Penalty: 4891.778809
	Iteration 33Q: 3 clusters Score -1515855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1515857.375000 Penalty: 4891.778809
	Iteration 34Q: 3 clusters Score -1515857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1515857.750000 Penalty: 4891.778809
	Iteration 35Q: 3 clusters Score -1515858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1515862.000000 Penalty: 4891.778809
	Iteration 36Q: 3 clusters Score -1515862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1515870.875000 Penalty: 4891.778809
	Iteration 37Q: 3 clusters Score -1515871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1515877.125000 Penalty: 4891.778809
	Iteration 38Q: 3 clusters Score -1515877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1515883.250000 Penalty: 4891.778809
	Iteration 39Q: 3 clusters Score -1515883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1515889.625000 Penalty: 4891.778809
	Iteration 40F: 3 clusters Score -1515890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1515903.125000 Penalty: 4891.778809
	Iteration 41Q: 3 clusters Score -1515903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1515906.750000 Penalty: 4891.778809
	Iteration 42Q: 3 clusters Score -1515907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1515913.625000 Penalty: 4891.778809
	Iteration 43Q: 3 clusters Score -1515914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1515918.750000 Penalty: 4891.778809
	Iteration 44Q: 3 clusters Score -1515919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1515927.500000 Penalty: 4891.778809
	Iteration 45Q: 3 clusters Score -1515928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1515930.250000 Penalty: 4891.778809
	Iteration 46Q: 3 clusters Score -1515930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1515931.875000 Penalty: 4891.778809
	Iteration 47Q: 3 clusters Score -1515932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1515934.750000 Penalty: 4891.778809
	Iteration 48Q: 3 clusters Score -1515935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1515928.625000 Penalty: 4891.778809
	Iteration 49Q: 3 clusters Score -1515929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1515930.875000 Penalty: 4891.778809
	Iteration 50Q: 3 clusters Score -1515931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1515932.625000 Penalty: 4891.778809
	Iteration 51Q: 3 clusters Score -1515933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1515932.875000 Penalty: 4891.778809
	Iteration 52Q: 3 clusters Score -1515933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1515932.875000 Penalty: 4891.778809
	Iteration 53Q: 3 clusters Score -1515933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1515932.250000 Penalty: 4891.778809
	Iteration 54Q: 3 clusters Score -1515932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1515933.625000 Penalty: 4891.778809
	Iteration 55Q: 3 clusters Score -1515934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1515933.500000 Penalty: 4891.778809
	Iteration 56Q: 3 clusters Score -1515934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1515934.625000 Penalty: 4891.778809
	Iteration 57Q: 3 clusters Score -1515935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1515935.750000 Penalty: 4891.778809
	Iteration 58Q: 3 clusters Score -1515936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1515935.250000 Penalty: 4891.778809
	Iteration 59Q: 3 clusters Score -1515935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1515939.250000 Penalty: 4891.778809
	Iteration 60F: 3 clusters Score -1515939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1515938.125000 Penalty: 4891.778809
	Iteration 61Q: 3 clusters Score -1515938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1515943.375000 Penalty: 4891.778809
	Iteration 62Q: 3 clusters Score -1515943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1515945.875000 Penalty: 4891.778809
	Iteration 63Q: 3 clusters Score -1515946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1515944.375000 Penalty: 4891.778809
	Iteration 64Q: 3 clusters Score -1515944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1515948.875000 Penalty: 4891.778809
	Iteration 65Q: 3 clusters Score -1515949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1515944.875000 Penalty: 4891.778809
	Iteration 66Q: 3 clusters Score -1515945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1515950.375000 Penalty: 4891.778809
	Iteration 67Q: 3 clusters Score -1515950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1515950.250000 Penalty: 4891.778809
	Iteration 68Q: 3 clusters Score -1515950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1515951.125000 Penalty: 4891.778809
	Iteration 69Q: 3 clusters Score -1515951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1515952.625000 Penalty: 4891.778809
	Iteration 70Q: 3 clusters Score -1515953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1515953.125000 Penalty: 4891.778809
	Iteration 71Q: 3 clusters Score -1515953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1515954.500000 Penalty: 4891.778809
	Iteration 72Q: 3 clusters Score -1515954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1515953.875000 Penalty: 4891.778809
	Iteration 73Q: 3 clusters Score -1515954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1515954.750000 Penalty: 4891.778809
	Iteration 74Q: 3 clusters Score -1515955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1515954.625000 Penalty: 4891.778809
	Iteration 75Q: 3 clusters Score -1515955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1515957.250000 Penalty: 4891.778809
	Iteration 76Q: 3 clusters Score -1515957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1515959.000000 Penalty: 4891.778809
	Iteration 77Q: 3 clusters Score -1515959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1515956.000000 Penalty: 4891.778809
	Iteration 78Q: 3 clusters Score -1515956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1515959.000000 Penalty: 4891.778809
	Iteration 79Q: 3 clusters Score -1515959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1515961.375000 Penalty: 4891.778809
	Iteration 80F: 3 clusters Score -1515961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1515962.875000 Penalty: 4891.778809
	Iteration 81Q: 3 clusters Score -1515963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1515963.250000 Penalty: 4891.778809
	Iteration 82Q: 3 clusters Score -1515963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1515967.250000 Penalty: 4891.778809
	Iteration 83Q: 3 clusters Score -1515967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1515970.875000 Penalty: 4891.778809
	Iteration 84Q: 3 clusters Score -1515971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1515971.000000 Penalty: 4891.778809
	Iteration 85Q: 3 clusters Score -1515971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1515971.875000 Penalty: 4891.778809
	Iteration 86Q: 3 clusters Score -1515972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1515972.375000 Penalty: 4891.778809
	Iteration 87Q: 3 clusters Score -1515972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1515974.500000 Penalty: 4891.778809
	Iteration 88Q: 3 clusters Score -1515974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1515976.625000 Penalty: 4891.778809
	Iteration 89Q: 3 clusters Score -1515977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1515975.000000 Penalty: 4891.778809
	Iteration 90Q: 3 clusters Score -1515975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1515975.625000 Penalty: 4891.778809
	Iteration 91Q: 3 clusters Score -1515976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1515974.875000 Penalty: 4891.778809
	Iteration 92Q: 3 clusters Score -1515975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1515979.750000 Penalty: 4891.778809
	Iteration 93Q: 3 clusters Score -1515980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1515979.750000 Penalty: 4891.778809
	Iteration 94Q: 3 clusters Score -1515980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1515979.750000 Penalty: 4891.778809
	Iteration 95F: 3 clusters Score -1515980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Entering Unmasked Estep 
Score: -140218.062500 Penalty: 1869.810547
	Iteration 0F: 2 clusters Score -140218.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -137658.031250 Penalty: 3739.621094
	Iteration 0F: 3 clusters Score -137658 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -138099.265625 Penalty: 3739.621094
	Iteration 1F: 3 clusters Score -138099.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -138244.093750 Penalty: 3739.621094
	Iteration 2F: 3 clusters Score -138244.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -138310.265625 Penalty: 3739.621094
	Iteration 3Q: 3 clusters Score -138310.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -138344.921875 Penalty: 3739.621094
	Iteration 4Q: 3 clusters Score -138344.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -138372.500000 Penalty: 3739.621094
	Iteration 5Q: 3 clusters Score -138372.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -138401.875000 Penalty: 3739.621094
	Iteration 6Q: 3 clusters Score -138401.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -138428.953125 Penalty: 3739.621094
	Iteration 7Q: 3 clusters Score -138429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -138449.109375 Penalty: 3739.621094
	Iteration 8Q: 3 clusters Score -138449.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -138468.375000 Penalty: 3739.621094
	Iteration 9Q: 3 clusters Score -138468.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -138494.765625 Penalty: 3739.621094
	Iteration 10Q: 3 clusters Score -138494.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -138511.625000 Penalty: 3739.621094
	Iteration 11Q: 3 clusters Score -138511.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -138527.765625 Penalty: 3739.621094
	Iteration 12Q: 3 clusters Score -138527.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -138546.453125 Penalty: 3739.621094
	Iteration 13Q: 3 clusters Score -138546.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -138559.500000 Penalty: 3739.621094
	Iteration 14Q: 3 clusters Score -138559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -138570.015625 Penalty: 3739.621094
	Iteration 15Q: 3 clusters Score -138570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -138578.671875 Penalty: 3739.621094
	Iteration 16Q: 3 clusters Score -138578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -138587.296875 Penalty: 3739.621094
	Iteration 17Q: 3 clusters Score -138587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -138596.656250 Penalty: 3739.621094
	Iteration 18Q: 3 clusters Score -138596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -138598.703125 Penalty: 3739.621094
	Iteration 19Q: 3 clusters Score -138598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -138603.921875 Penalty: 3739.621094
	Iteration 20F: 3 clusters Score -138603.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -138608.640625 Penalty: 3739.621094
	Iteration 21Q: 3 clusters Score -138608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -138608.984375 Penalty: 3739.621094
	Iteration 22Q: 3 clusters Score -138609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -138608.984375 Penalty: 3739.621094
	Iteration 23F: 3 clusters Score -138609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Entering Unmasked Estep 
Score: -1641019.000000 Penalty: 2464.704346
	Iteration 0F: 2 clusters Score -1641019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1626561.750000 Penalty: 4929.408691
	Iteration 0F: 3 clusters Score -1626562 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1631280.750000 Penalty: 4929.408691
	Iteration 1F: 3 clusters Score -1631281 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1631711.250000 Penalty: 4929.408691
	Iteration 2F: 3 clusters Score -1631711 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1632130.125000 Penalty: 4929.408691
	Iteration 3Q: 3 clusters Score -1632130 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1632553.875000 Penalty: 4929.408691
	Iteration 4Q: 3 clusters Score -1632554 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1633033.750000 Penalty: 4929.408691
	Iteration 5Q: 3 clusters Score -1633034 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1633563.750000 Penalty: 4929.408691
	Iteration 6Q: 3 clusters Score -1633564 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1634176.625000 Penalty: 4929.408691
	Iteration 7Q: 3 clusters Score -1634177 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1634851.250000 Penalty: 4929.408691
	Iteration 8Q: 3 clusters Score -1634851 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1635544.375000 Penalty: 4929.408691
	Iteration 9Q: 3 clusters Score -1635544 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1636169.250000 Penalty: 4929.408691
	Iteration 10Q: 3 clusters Score -1636169 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1636815.500000 Penalty: 4929.408691
	Iteration 11Q: 3 clusters Score -1636816 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1637468.875000 Penalty: 4929.408691
	Iteration 12Q: 3 clusters Score -1637469 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1637959.875000 Penalty: 4929.408691
	Iteration 13Q: 3 clusters Score -1637960 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1638287.250000 Penalty: 4929.408691
	Iteration 14Q: 3 clusters Score -1638287 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1638486.250000 Penalty: 4929.408691
	Iteration 15Q: 3 clusters Score -1638486 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1638601.750000 Penalty: 4929.408691
	Iteration 16Q: 3 clusters Score -1638602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1638682.750000 Penalty: 4929.408691
	Iteration 17Q: 3 clusters Score -1638683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1638757.500000 Penalty: 4929.408691
	Iteration 18Q: 3 clusters Score -1638758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1638803.000000 Penalty: 4929.408691
	Iteration 19Q: 3 clusters Score -1638803 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1638844.875000 Penalty: 4929.408691
	Iteration 20F: 3 clusters Score -1638845 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1638885.250000 Penalty: 4929.408691
	Iteration 21Q: 3 clusters Score -1638885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1638908.750000 Penalty: 4929.408691
	Iteration 22Q: 3 clusters Score -1638909 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1638928.750000 Penalty: 4929.408691
	Iteration 23Q: 3 clusters Score -1638929 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1638950.250000 Penalty: 4929.408691
	Iteration 24Q: 3 clusters Score -1638950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1638966.625000 Penalty: 4929.408691
	Iteration 25Q: 3 clusters Score -1638967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1638980.625000 Penalty: 4929.408691
	Iteration 26Q: 3 clusters Score -1638981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1638989.250000 Penalty: 4929.408691
	Iteration 27Q: 3 clusters Score -1638989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1638995.000000 Penalty: 4929.408691
	Iteration 28Q: 3 clusters Score -1638995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1639002.625000 Penalty: 4929.408691
	Iteration 29Q: 3 clusters Score -1639003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1639011.125000 Penalty: 4929.408691
	Iteration 30Q: 3 clusters Score -1639011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1639016.500000 Penalty: 4929.408691
	Iteration 31Q: 3 clusters Score -1639016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1639021.625000 Penalty: 4929.408691
	Iteration 32Q: 3 clusters Score -1639022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1639023.250000 Penalty: 4929.408691
	Iteration 33Q: 3 clusters Score -1639023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1639027.125000 Penalty: 4929.408691
	Iteration 34Q: 3 clusters Score -1639027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1639027.125000 Penalty: 4929.408691
	Iteration 35Q: 3 clusters Score -1639027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1639029.000000 Penalty: 4929.408691
	Iteration 36Q: 3 clusters Score -1639029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1639028.750000 Penalty: 4929.408691
	Iteration 37Q: 3 clusters Score -1639029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1639032.375000 Penalty: 4929.408691
	Iteration 38Q: 3 clusters Score -1639032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1639036.375000 Penalty: 4929.408691
	Iteration 39Q: 3 clusters Score -1639036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1639038.125000 Penalty: 4929.408691
	Iteration 40F: 3 clusters Score -1639038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1639038.625000 Penalty: 4929.408691
	Iteration 41Q: 3 clusters Score -1639039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1639041.875000 Penalty: 4929.408691
	Iteration 42Q: 3 clusters Score -1639042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1639042.000000 Penalty: 4929.408691
	Iteration 43Q: 3 clusters Score -1639042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1639043.625000 Penalty: 4929.408691
	Iteration 44Q: 3 clusters Score -1639044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1639042.625000 Penalty: 4929.408691
	Iteration 45Q: 3 clusters Score -1639043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1639043.750000 Penalty: 4929.408691
	Iteration 46Q: 3 clusters Score -1639044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1639044.250000 Penalty: 4929.408691
	Iteration 47Q: 3 clusters Score -1639044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1639044.250000 Penalty: 4929.408691
	Iteration 48F: 3 clusters Score -1639044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (162140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162140 members 
Entering Unmasked Estep 
Score: -13205196.000000 Penalty: 2975.061523
	Iteration 0F: 2 clusters Score -1.32052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -13096560.000000 Penalty: 5950.123047
	Iteration 0F: 3 clusters Score -1.309656e+07 nChanged 77805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -13141930.000000 Penalty: 5950.123047
	Iteration 1F: 3 clusters Score -1.314193e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -13143219.000000 Penalty: 5950.123047
	Iteration 2Q: 3 clusters Score -1.314322e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -13145008.000000 Penalty: 5950.123047
	Iteration 3Q: 3 clusters Score -1.314501e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -13147660.000000 Penalty: 5950.123047
	Iteration 4Q: 3 clusters Score -1.314766e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -13151456.000000 Penalty: 5950.123047
	Iteration 5Q: 3 clusters Score -1.315146e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -13157124.000000 Penalty: 5950.123047
	Iteration 6F: 3 clusters Score -1.315712e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -13165718.000000 Penalty: 5950.123047
	Iteration 7F: 3 clusters Score -1.316572e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 132041 members 
Entering Unmasked Estep 
Score: -13175634.000000 Penalty: 5950.123047
	Iteration 8F: 3 clusters Score -1.317563e+07 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -13185705.000000 Penalty: 5950.123047
	Iteration 9F: 3 clusters Score -1.31857e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -13193187.000000 Penalty: 5950.123047
	Iteration 10F: 3 clusters Score -1.319319e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -13197901.000000 Penalty: 5950.123047
	Iteration 11Q: 3 clusters Score -1.31979e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -13200367.000000 Penalty: 5950.123047
	Iteration 12Q: 3 clusters Score -1.320037e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -13201542.000000 Penalty: 5950.123047
	Iteration 13Q: 3 clusters Score -1.320154e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 161412 members 
Entering Unmasked Estep 
Score: -13202078.000000 Penalty: 5950.123047
	Iteration 14Q: 3 clusters Score -1.320208e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 161631 members 
Entering Unmasked Estep 
Score: -13202284.000000 Penalty: 5950.123047
	Iteration 15Q: 3 clusters Score -1.320228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 161720 members 
Entering Unmasked Estep 
Score: -13202366.000000 Penalty: 5950.123047
	Iteration 16Q: 3 clusters Score -1.320237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 161760 members 
Entering Unmasked Estep 
Score: -13202412.000000 Penalty: 5950.123047
	Iteration 17Q: 3 clusters Score -1.320241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -13202465.000000 Penalty: 5950.123047
	Iteration 18Q: 3 clusters Score -1.320246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -13202471.000000 Penalty: 5950.123047
	Iteration 19Q: 3 clusters Score -1.320247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -13202497.000000 Penalty: 5950.123047
	Iteration 20F: 3 clusters Score -1.32025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 161812 members 
Entering Unmasked Estep 
Score: -13202508.000000 Penalty: 5950.123047
	Iteration 21Q: 3 clusters Score -1.320251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 161817 members 
Entering Unmasked Estep 
Score: -13202516.000000 Penalty: 5950.123047
	Iteration 22Q: 3 clusters Score -1.320252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -13202537.000000 Penalty: 5950.123047
	Iteration 23Q: 3 clusters Score -1.320254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 161823 members 
Entering Unmasked Estep 
Score: -13202547.000000 Penalty: 5950.123047
	Iteration 24Q: 3 clusters Score -1.320255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -13202542.000000 Penalty: 5950.123047
	Iteration 25Q: 3 clusters Score -1.320254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -13202555.000000 Penalty: 5950.123047
	Iteration 26Q: 3 clusters Score -1.320256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -13202561.000000 Penalty: 5950.123047
	Iteration 27Q: 3 clusters Score -1.320256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -13202558.000000 Penalty: 5950.123047
	Iteration 28Q: 3 clusters Score -1.320256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -13202558.000000 Penalty: 5950.123047
	Iteration 29F: 3 clusters Score -1.320256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -273207.500000 Penalty: 2033.739502
	Iteration 0F: 2 clusters Score -273207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -269568.687500 Penalty: 4067.479004
	Iteration 0F: 3 clusters Score -269568.7 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -270343.531250 Penalty: 4067.479004
	Iteration 1F: 3 clusters Score -270343.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -270617.031250 Penalty: 4067.479004
	Iteration 2F: 3 clusters Score -270617 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -270926.625000 Penalty: 4067.479004
	Iteration 3F: 3 clusters Score -270926.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -271210.187500 Penalty: 4067.479004
	Iteration 4F: 3 clusters Score -271210.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -271454.718750 Penalty: 4067.479004
	Iteration 5F: 3 clusters Score -271454.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -271668.093750 Penalty: 4067.479004
	Iteration 6F: 3 clusters Score -271668.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -271878.093750 Penalty: 4067.479004
	Iteration 7Q: 3 clusters Score -271878.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -272064.625000 Penalty: 4067.479004
	Iteration 8Q: 3 clusters Score -272064.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272234.781250 Penalty: 4067.479004
	Iteration 9Q: 3 clusters Score -272234.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -272388.218750 Penalty: 4067.479004
	Iteration 10Q: 3 clusters Score -272388.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -272497.656250 Penalty: 4067.479004
	Iteration 11Q: 3 clusters Score -272497.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -272565.750000 Penalty: 4067.479004
	Iteration 12Q: 3 clusters Score -272565.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -272599.562500 Penalty: 4067.479004
	Iteration 13Q: 3 clusters Score -272599.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272641.312500 Penalty: 4067.479004
	Iteration 14Q: 3 clusters Score -272641.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -272672.750000 Penalty: 4067.479004
	Iteration 15Q: 3 clusters Score -272672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -272686.937500 Penalty: 4067.479004
	Iteration 16Q: 3 clusters Score -272686.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -272697.031250 Penalty: 4067.479004
	Iteration 17Q: 3 clusters Score -272697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272700.343750 Penalty: 4067.479004
	Iteration 18Q: 3 clusters Score -272700.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272700.562500 Penalty: 4067.479004
	Iteration 19Q: 3 clusters Score -272700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272700.562500 Penalty: 4067.479004
	Iteration 20F: 3 clusters Score -272700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Entering Unmasked Estep 
Score: -1729744.500000 Penalty: 2479.363281
	Iteration 0F: 2 clusters Score -1729744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1714442.250000 Penalty: 4958.726562
	Iteration 0F: 3 clusters Score -1714442 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1719959.625000 Penalty: 4958.726562
	Iteration 1F: 3 clusters Score -1719960 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1720802.375000 Penalty: 4958.726562
	Iteration 2F: 3 clusters Score -1720802 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1721717.000000 Penalty: 4958.726562
	Iteration 3F: 3 clusters Score -1721717 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1722683.625000 Penalty: 4958.726562
	Iteration 4F: 3 clusters Score -1722684 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1723638.625000 Penalty: 4958.726562
	Iteration 5F: 3 clusters Score -1723639 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1724461.375000 Penalty: 4958.726562
	Iteration 6F: 3 clusters Score -1724461 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1725245.250000 Penalty: 4958.726562
	Iteration 7F: 3 clusters Score -1725245 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1725987.250000 Penalty: 4958.726562
	Iteration 8Q: 3 clusters Score -1725987 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1726651.125000 Penalty: 4958.726562
	Iteration 9Q: 3 clusters Score -1726651 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1727161.625000 Penalty: 4958.726562
	Iteration 10Q: 3 clusters Score -1727162 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1727555.125000 Penalty: 4958.726562
	Iteration 11Q: 3 clusters Score -1727555 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1727762.625000 Penalty: 4958.726562
	Iteration 12Q: 3 clusters Score -1727763 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1727898.750000 Penalty: 4958.726562
	Iteration 13Q: 3 clusters Score -1727899 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1727994.750000 Penalty: 4958.726562
	Iteration 14Q: 3 clusters Score -1727995 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1728063.625000 Penalty: 4958.726562
	Iteration 15Q: 3 clusters Score -1728064 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1728106.375000 Penalty: 4958.726562
	Iteration 16Q: 3 clusters Score -1728106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1728152.875000 Penalty: 4958.726562
	Iteration 17Q: 3 clusters Score -1728153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1728193.500000 Penalty: 4958.726562
	Iteration 18Q: 3 clusters Score -1728194 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1728225.500000 Penalty: 4958.726562
	Iteration 19Q: 3 clusters Score -1728226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1728252.250000 Penalty: 4958.726562
	Iteration 20F: 3 clusters Score -1728252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1728274.250000 Penalty: 4958.726562
	Iteration 21Q: 3 clusters Score -1728274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1728294.625000 Penalty: 4958.726562
	Iteration 22Q: 3 clusters Score -1728295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1728307.125000 Penalty: 4958.726562
	Iteration 23Q: 3 clusters Score -1728307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1728326.750000 Penalty: 4958.726562
	Iteration 24Q: 3 clusters Score -1728327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1728337.875000 Penalty: 4958.726562
	Iteration 25Q: 3 clusters Score -1728338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1728342.625000 Penalty: 4958.726562
	Iteration 26Q: 3 clusters Score -1728343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1728357.500000 Penalty: 4958.726562
	Iteration 27Q: 3 clusters Score -1728358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1728375.125000 Penalty: 4958.726562
	Iteration 28Q: 3 clusters Score -1728375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1728385.625000 Penalty: 4958.726562
	Iteration 29Q: 3 clusters Score -1728386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1728389.625000 Penalty: 4958.726562
	Iteration 30Q: 3 clusters Score -1728390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1728404.250000 Penalty: 4958.726562
	Iteration 31Q: 3 clusters Score -1728404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1728413.375000 Penalty: 4958.726562
	Iteration 32Q: 3 clusters Score -1728413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1728421.875000 Penalty: 4958.726562
	Iteration 33Q: 3 clusters Score -1728422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1728427.125000 Penalty: 4958.726562
	Iteration 34Q: 3 clusters Score -1728427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1728441.750000 Penalty: 4958.726562
	Iteration 35Q: 3 clusters Score -1728442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1728450.375000 Penalty: 4958.726562
	Iteration 36Q: 3 clusters Score -1728450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1728454.750000 Penalty: 4958.726562
	Iteration 37Q: 3 clusters Score -1728455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1728458.625000 Penalty: 4958.726562
	Iteration 38Q: 3 clusters Score -1728459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1728461.500000 Penalty: 4958.726562
	Iteration 39Q: 3 clusters Score -1728462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1728467.000000 Penalty: 4958.726562
	Iteration 40F: 3 clusters Score -1728467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1728468.625000 Penalty: 4958.726562
	Iteration 41Q: 3 clusters Score -1728469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1728467.750000 Penalty: 4958.726562
	Iteration 42Q: 3 clusters Score -1728468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1728469.000000 Penalty: 4958.726562
	Iteration 43Q: 3 clusters Score -1728469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1728466.000000 Penalty: 4958.726562
	Iteration 44Q: 3 clusters Score -1728466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1728467.500000 Penalty: 4958.726562
	Iteration 45Q: 3 clusters Score -1728468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1728471.875000 Penalty: 4958.726562
	Iteration 46Q: 3 clusters Score -1728472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1728469.375000 Penalty: 4958.726562
	Iteration 47Q: 3 clusters Score -1728469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1728471.500000 Penalty: 4958.726562
	Iteration 48Q: 3 clusters Score -1728472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1728473.250000 Penalty: 4958.726562
	Iteration 49Q: 3 clusters Score -1728473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1728478.250000 Penalty: 4958.726562
	Iteration 50Q: 3 clusters Score -1728478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1728481.750000 Penalty: 4958.726562
	Iteration 51Q: 3 clusters Score -1728482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1728480.750000 Penalty: 4958.726562
	Iteration 52Q: 3 clusters Score -1728481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1728480.500000 Penalty: 4958.726562
	Iteration 53Q: 3 clusters Score -1728480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1728484.750000 Penalty: 4958.726562
	Iteration 54Q: 3 clusters Score -1728485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1728487.625000 Penalty: 4958.726562
	Iteration 55Q: 3 clusters Score -1728488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1728490.750000 Penalty: 4958.726562
	Iteration 56Q: 3 clusters Score -1728491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1728492.625000 Penalty: 4958.726562
	Iteration 57Q: 3 clusters Score -1728493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1728498.625000 Penalty: 4958.726562
	Iteration 58Q: 3 clusters Score -1728499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1728500.875000 Penalty: 4958.726562
	Iteration 59Q: 3 clusters Score -1728501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1728496.375000 Penalty: 4958.726562
	Iteration 60F: 3 clusters Score -1728496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1728497.125000 Penalty: 4958.726562
	Iteration 61Q: 3 clusters Score -1728497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1728499.250000 Penalty: 4958.726562
	Iteration 62Q: 3 clusters Score -1728499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1728510.875000 Penalty: 4958.726562
	Iteration 63Q: 3 clusters Score -1728511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1728510.625000 Penalty: 4958.726562
	Iteration 64Q: 3 clusters Score -1728511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1728512.875000 Penalty: 4958.726562
	Iteration 65Q: 3 clusters Score -1728513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1728516.750000 Penalty: 4958.726562
	Iteration 66Q: 3 clusters Score -1728517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1728516.500000 Penalty: 4958.726562
	Iteration 67Q: 3 clusters Score -1728516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1728512.500000 Penalty: 4958.726562
	Iteration 68Q: 3 clusters Score -1728512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1728514.000000 Penalty: 4958.726562
	Iteration 69Q: 3 clusters Score -1728514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1728519.875000 Penalty: 4958.726562
	Iteration 70Q: 3 clusters Score -1728520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1728522.500000 Penalty: 4958.726562
	Iteration 71Q: 3 clusters Score -1728522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1728518.125000 Penalty: 4958.726562
	Iteration 72Q: 3 clusters Score -1728518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1728519.125000 Penalty: 4958.726562
	Iteration 73Q: 3 clusters Score -1728519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1728519.750000 Penalty: 4958.726562
	Iteration 74Q: 3 clusters Score -1728520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1728521.000000 Penalty: 4958.726562
	Iteration 75Q: 3 clusters Score -1728521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1728521.000000 Penalty: 4958.726562
	Iteration 76F: 3 clusters Score -1728521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -643425.375000 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -643425.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -636791.250000 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -636791.2 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -638574.187500 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -638574.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -638902.187500 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -638902.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -639166.125000 Penalty: 4483.793945
	Iteration 3F: 3 clusters Score -639166.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -639354.875000 Penalty: 4483.793945
	Iteration 4Q: 3 clusters Score -639354.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -639537.312500 Penalty: 4483.793945
	Iteration 5Q: 3 clusters Score -639537.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -639720.500000 Penalty: 4483.793945
	Iteration 6Q: 3 clusters Score -639720.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -639909.500000 Penalty: 4483.793945
	Iteration 7Q: 3 clusters Score -639909.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -640108.375000 Penalty: 4483.793945
	Iteration 8Q: 3 clusters Score -640108.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -640292.812500 Penalty: 4483.793945
	Iteration 9Q: 3 clusters Score -640292.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -640487.187500 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -640487.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -640667.875000 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -640667.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -640834.312500 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -640834.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -640992.312500 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -640992.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -641113.125000 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -641113.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -641219.875000 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -641219.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -641345.437500 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -641345.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -641460.625000 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -641460.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -641562.250000 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -641562.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -641625.000000 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -641625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -641661.875000 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -641661.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -641687.062500 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -641687.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -641709.500000 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -641709.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -641726.250000 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -641726.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -641737.562500 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -641737.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -641747.562500 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -641747.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -641756.062500 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -641756.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -641761.312500 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -641761.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -641766.375000 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -641766.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -641771.125000 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -641771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -641772.375000 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -641772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -641772.937500 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -641772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -641775.625000 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -641775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -641775.062500 Penalty: 4483.793945
	Iteration 33Q: 3 clusters Score -641775.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -641776.500000 Penalty: 4483.793945
	Iteration 34Q: 3 clusters Score -641776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -641776.375000 Penalty: 4483.793945
	Iteration 35Q: 3 clusters Score -641776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -641776.375000 Penalty: 4483.793945
	Iteration 36F: 3 clusters Score -641776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -212591.656250 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -212591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -209038.421875 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -209038.4 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -210019.843750 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -210019.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -210552.812500 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -210552.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -211032.156250 Penalty: 4040.336426
	Iteration 3F: 3 clusters Score -211032.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -211474.750000 Penalty: 4040.336426
	Iteration 4F: 3 clusters Score -211474.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -211941.187500 Penalty: 4040.336426
	Iteration 5F: 3 clusters Score -211941.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -212244.781250 Penalty: 4040.336426
	Iteration 6F: 3 clusters Score -212244.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -212376.640625 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -212376.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212438.593750 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -212438.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -212471.234375 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -212471.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -212494.046875 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -212494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -212520.281250 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -212520.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -212532.140625 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -212532.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -212538.765625 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -212538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -212545.859375 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -212545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -212555.296875 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -212555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -212561.859375 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -212561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -212566.859375 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -212566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -212571.359375 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -212571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -212574.984375 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -212575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -212578.437500 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -212578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -212581.281250 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -212581.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -212584.359375 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -212584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -212586.468750 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -212586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -212587.875000 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -212587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -212588.718750 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -212588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -212589.906250 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -212589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -212590.203125 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -212590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -212590.359375 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -212590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -212590.890625 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -212590.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -212590.890625 Penalty: 4040.336426
	Iteration 30F: 3 clusters Score -212590.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -336988.906250 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -336988.9 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 2273 members 
Entering Unmasked Estep 
Score: -332870.437500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -332870.4 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -334033.625000 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -334033.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -334713.593750 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -334713.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -336073.125000 Penalty: 4165.275879
	Iteration 3F: 3 clusters Score -336073.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -338061.125000 Penalty: 4165.275879
	Iteration 4F: 3 clusters Score -338061.1 nChanged 293
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: -338434.781250 Penalty: 4165.275879
	Iteration 5F: 3 clusters Score -338434.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -338652.281250 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -338652.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -338867.500000 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -338867.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -339050.718750 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -339050.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -339181.843750 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -339181.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -339271.000000 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -339271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -339316.812500 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -339316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -339361.000000 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -339361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -339388.343750 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -339388.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -339426.875000 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -339426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -339465.781250 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -339465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -339516.187500 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -339516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -339536.000000 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -339536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -339539.375000 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -339539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -339539.375000 Penalty: 4165.275879
	Iteration 19F: 3 clusters Score -339539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 29051 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17512 members 
Mstep: Class 7 contains 95459 members 
Mstep: Class 8 contains 16837 members 
Mstep: Class 9 contains 846680 members 
Mstep: Class 10 contains 40837 members 
Mstep: Class 11 contains 285914 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23341 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 32725 members 
Mstep: Class 16 contains 24923 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 52797 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19196 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20709 members 
Mstep: Class 24 contains 162140 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21970 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 982 members 
Mstep: Class 30 contains 3041 members 
Mstep: Class 31 contains 3455 members 
Entering Unmasked Estep 
Score: -142786352.000000 Penalty: 110824.609375
Splitting cluster 29 changes total score from -142785232.000000 to -142786352.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 29051 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4313 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17512 members 
Mstep: Class 7 contains 95459 members 
Mstep: Class 8 contains 16837 members 
Mstep: Class 9 contains 846680 members 
Mstep: Class 10 contains 40837 members 
Mstep: Class 11 contains 285914 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23341 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 32725 members 
Mstep: Class 16 contains 24923 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 48715 members 
Mstep: Class 19 contains 52797 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19196 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 20709 members 
Mstep: Class 24 contains 162140 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 21970 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 3449 members 
Mstep: Class 29 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142787264.000000 Penalty: 110824.609375
Iteration 119Q: 32 clusters Score -1.427873e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 29031 members 
Mstep: Class 3 contains 17157 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 6506 members 
Mstep: Class 6 contains 17671 members 
Mstep: Class 7 contains 95429 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 846434 members 
Mstep: Class 10 contains 40502 members 
Mstep: Class 11 contains 285839 members 
Mstep: Class 12 contains 4950 members 
Mstep: Class 13 contains 23296 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 33229 members 
Mstep: Class 16 contains 24922 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 48692 members 
Mstep: Class 19 contains 52789 members 
Mstep: Class 20 contains 9271 members 
Mstep: Class 21 contains 19185 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 20710 members 
Mstep: Class 24 contains 162154 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 22122 members 
Mstep: Class 27 contains 8444 members 
Mstep: Class 28 contains 3374 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 3029 members 
Mstep: Class 31 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142788272.000000 Penalty: 110824.609375
Iteration 120F: 32 clusters Score -1.427883e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 29008 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 17594 members 
Mstep: Class 7 contains 95416 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 846312 members 
Mstep: Class 10 contains 40191 members 
Mstep: Class 11 contains 285781 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 23261 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 33549 members 
Mstep: Class 16 contains 24922 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 48678 members 
Mstep: Class 19 contains 52784 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 162152 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 22202 members 
Mstep: Class 27 contains 8464 members 
Mstep: Class 28 contains 3313 members 
Mstep: Class 29 contains 1100 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789168.000000 Penalty: 110824.609375
Iteration 121Q: 32 clusters Score -1.427892e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 28985 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 4 contains 4332 members 
Mstep: Class 5 contains 6502 members 
Mstep: Class 6 contains 17600 members 
Mstep: Class 7 contains 95415 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 846166 members 
Mstep: Class 10 contains 39926 members 
Mstep: Class 11 contains 285733 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 23244 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 33839 members 
Mstep: Class 16 contains 24922 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 48673 members 
Mstep: Class 19 contains 52770 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 19172 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 162148 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 22281 members 
Mstep: Class 27 contains 8474 members 
Mstep: Class 28 contains 3291 members 
Mstep: Class 29 contains 1122 members 
Mstep: Class 30 contains 3467 members 
Mstep: Class 31 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789536.000000 Penalty: 110824.609375
Iteration 122Q: 32 clusters Score -1.427895e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 28964 members 
Mstep: Class 3 contains 17160 members 
Mstep: Class 4 contains 4339 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 17629 members 
Mstep: Class 7 contains 95407 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 846062 members 
Mstep: Class 10 contains 39675 members 
Mstep: Class 11 contains 285684 members 
Mstep: Class 12 contains 4944 members 
Mstep: Class 13 contains 23229 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 24926 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 48666 members 
Mstep: Class 19 contains 52763 members 
Mstep: Class 20 contains 9275 members 
Mstep: Class 21 contains 19162 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 162150 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 22337 members 
Mstep: Class 27 contains 8481 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1135 members 
Mstep: Class 30 contains 3612 members 
Mstep: Class 31 contains 3453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789872.000000 Penalty: 110824.609375
Iteration 123Q: 32 clusters Score -1.427899e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 28955 members 
Mstep: Class 3 contains 17161 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 6506 members 
Mstep: Class 6 contains 17682 members 
Mstep: Class 7 contains 95394 members 
Mstep: Class 8 contains 16702 members 
Mstep: Class 9 contains 845961 members 
Mstep: Class 10 contains 39437 members 
Mstep: Class 11 contains 285658 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 23215 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 34243 members 
Mstep: Class 16 contains 24930 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 48667 members 
Mstep: Class 19 contains 52752 members 
Mstep: Class 20 contains 9274 members 
Mstep: Class 21 contains 19159 members 
Mstep: Class 22 contains 1886 members 
Mstep: Class 23 contains 20710 members 
Mstep: Class 24 contains 162157 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 22397 members 
Mstep: Class 27 contains 8484 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 1143 members 
Mstep: Class 30 contains 3732 members 
Mstep: Class 31 contains 3454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789984.000000 Penalty: 110824.609375
Iteration 124Q: 32 clusters Score -1.4279e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28945 members 
Mstep: Class 3 contains 17164 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 17724 members 
Mstep: Class 7 contains 95381 members 
Mstep: Class 8 contains 16693 members 
Mstep: Class 9 contains 845893 members 
Mstep: Class 10 contains 39190 members 
Mstep: Class 11 contains 285626 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 23200 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 34398 members 
Mstep: Class 16 contains 24933 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 48661 members 
Mstep: Class 19 contains 52758 members 
Mstep: Class 20 contains 9274 members 
Mstep: Class 21 contains 19156 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 20704 members 
Mstep: Class 24 contains 162162 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 22468 members 
Mstep: Class 27 contains 8479 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 1146 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789776.000000 Penalty: 110824.609375
Iteration 125Q: 32 clusters Score -1.427898e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28924 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 17755 members 
Mstep: Class 7 contains 95385 members 
Mstep: Class 8 contains 16677 members 
Mstep: Class 9 contains 845834 members 
Mstep: Class 10 contains 38954 members 
Mstep: Class 11 contains 285610 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 23180 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 34545 members 
Mstep: Class 16 contains 24934 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 48656 members 
Mstep: Class 19 contains 52767 members 
Mstep: Class 20 contains 9272 members 
Mstep: Class 21 contains 19158 members 
Mstep: Class 22 contains 1884 members 
Mstep: Class 23 contains 20699 members 
Mstep: Class 24 contains 162171 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 22530 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1148 members 
Mstep: Class 30 contains 3949 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790096.000000 Penalty: 110824.609375
Iteration 126Q: 32 clusters Score -1.427901e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28918 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 4349 members 
Mstep: Class 5 contains 6513 members 
Mstep: Class 6 contains 17802 members 
Mstep: Class 7 contains 95375 members 
Mstep: Class 8 contains 16662 members 
Mstep: Class 9 contains 845768 members 
Mstep: Class 10 contains 38743 members 
Mstep: Class 11 contains 285593 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 23171 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 34674 members 
Mstep: Class 16 contains 24936 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 48651 members 
Mstep: Class 19 contains 52766 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19162 members 
Mstep: Class 22 contains 1880 members 
Mstep: Class 23 contains 20703 members 
Mstep: Class 24 contains 162177 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 22598 members 
Mstep: Class 27 contains 8481 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1150 members 
Mstep: Class 30 contains 4029 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790096.000000 Penalty: 110824.609375
Iteration 127Q: 32 clusters Score -1.427901e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 28914 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 4350 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 6 contains 17831 members 
Mstep: Class 7 contains 95371 members 
Mstep: Class 8 contains 16639 members 
Mstep: Class 9 contains 845715 members 
Mstep: Class 10 contains 38531 members 
Mstep: Class 11 contains 285597 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 23154 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 34792 members 
Mstep: Class 16 contains 24936 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 48647 members 
Mstep: Class 19 contains 52763 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 20710 members 
Mstep: Class 24 contains 162182 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 22665 members 
Mstep: Class 27 contains 8486 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4105 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142789984.000000 Penalty: 110824.609375
Iteration 128Q: 32 clusters Score -1.4279e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 17878 members 
Mstep: Class 7 contains 95361 members 
Mstep: Class 8 contains 16620 members 
Mstep: Class 9 contains 845658 members 
Mstep: Class 10 contains 38356 members 
Mstep: Class 11 contains 285576 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 23141 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 34874 members 
Mstep: Class 16 contains 24935 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 48653 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 9271 members 
Mstep: Class 21 contains 19178 members 
Mstep: Class 22 contains 1879 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 162181 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 22749 members 
Mstep: Class 27 contains 8497 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4164 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790192.000000 Penalty: 110824.609375
Iteration 129Q: 32 clusters Score -1.427902e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 17911 members 
Mstep: Class 7 contains 95351 members 
Mstep: Class 8 contains 16600 members 
Mstep: Class 9 contains 845626 members 
Mstep: Class 10 contains 38172 members 
Mstep: Class 11 contains 285552 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 23127 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 34991 members 
Mstep: Class 16 contains 24933 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 48654 members 
Mstep: Class 19 contains 52754 members 
Mstep: Class 20 contains 9270 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 162185 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 22816 members 
Mstep: Class 27 contains 8500 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4216 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790480.000000 Penalty: 110824.609375
Iteration 130Q: 32 clusters Score -1.427905e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 17942 members 
Mstep: Class 7 contains 95350 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 845571 members 
Mstep: Class 10 contains 37982 members 
Mstep: Class 11 contains 285541 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 23113 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 35117 members 
Mstep: Class 16 contains 24934 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 48653 members 
Mstep: Class 19 contains 52754 members 
Mstep: Class 20 contains 9271 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 22 contains 1876 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 162192 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 22886 members 
Mstep: Class 27 contains 8499 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4263 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790352.000000 Penalty: 110824.609375
Iteration 131Q: 32 clusters Score -1.427904e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 28916 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 17981 members 
Mstep: Class 7 contains 95345 members 
Mstep: Class 8 contains 16567 members 
Mstep: Class 9 contains 845544 members 
Mstep: Class 10 contains 37782 members 
Mstep: Class 11 contains 285518 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23107 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 35228 members 
Mstep: Class 16 contains 24936 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 48654 members 
Mstep: Class 19 contains 52753 members 
Mstep: Class 20 contains 9274 members 
Mstep: Class 21 contains 19166 members 
Mstep: Class 22 contains 1875 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 162194 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 22930 members 
Mstep: Class 27 contains 8507 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790464.000000 Penalty: 110824.609375
Iteration 132Q: 32 clusters Score -1.427905e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 28935 members 
Mstep: Class 3 contains 17167 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18009 members 
Mstep: Class 7 contains 95333 members 
Mstep: Class 8 contains 16559 members 
Mstep: Class 9 contains 845506 members 
Mstep: Class 10 contains 37579 members 
Mstep: Class 11 contains 285497 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 35318 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 3162 members 
Mstep: Class 18 contains 48661 members 
Mstep: Class 19 contains 52753 members 
Mstep: Class 20 contains 9274 members 
Mstep: Class 21 contains 19165 members 
Mstep: Class 22 contains 1871 members 
Mstep: Class 23 contains 20724 members 
Mstep: Class 24 contains 162198 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23002 members 
Mstep: Class 27 contains 8516 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4377 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790544.000000 Penalty: 110824.609375
Iteration 133Q: 32 clusters Score -1.427905e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 28953 members 
Mstep: Class 3 contains 17172 members 
Mstep: Class 4 contains 4357 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 7 contains 95329 members 
Mstep: Class 8 contains 16544 members 
Mstep: Class 9 contains 845469 members 
Mstep: Class 10 contains 37368 members 
Mstep: Class 11 contains 285465 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23095 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 35425 members 
Mstep: Class 16 contains 24939 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 48663 members 
Mstep: Class 19 contains 52755 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 19165 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 20728 members 
Mstep: Class 24 contains 162201 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23086 members 
Mstep: Class 27 contains 8520 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4420 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790640.000000 Penalty: 110824.609375
Iteration 134Q: 32 clusters Score -1.427906e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 28986 members 
Mstep: Class 3 contains 17176 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 95314 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 845431 members 
Mstep: Class 10 contains 37154 members 
Mstep: Class 11 contains 285448 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 35521 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48669 members 
Mstep: Class 19 contains 52751 members 
Mstep: Class 20 contains 9272 members 
Mstep: Class 21 contains 19170 members 
Mstep: Class 22 contains 1869 members 
Mstep: Class 23 contains 20730 members 
Mstep: Class 24 contains 162207 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23172 members 
Mstep: Class 27 contains 8527 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4463 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790768.000000 Penalty: 110824.609375
Iteration 135Q: 32 clusters Score -1.427908e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29004 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4360 members 
Mstep: Class 5 contains 6524 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 95323 members 
Mstep: Class 8 contains 16504 members 
Mstep: Class 9 contains 845344 members 
Mstep: Class 10 contains 36963 members 
Mstep: Class 11 contains 285428 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23082 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 35631 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 48672 members 
Mstep: Class 19 contains 52756 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 162214 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23242 members 
Mstep: Class 27 contains 8538 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4503 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142790944.000000 Penalty: 110824.609375
Iteration 136Q: 32 clusters Score -1.427909e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 29024 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 6524 members 
Mstep: Class 6 contains 18157 members 
Mstep: Class 7 contains 95322 members 
Mstep: Class 8 contains 16482 members 
Mstep: Class 9 contains 845278 members 
Mstep: Class 10 contains 36799 members 
Mstep: Class 11 contains 285403 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23072 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 35681 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 48674 members 
Mstep: Class 19 contains 52759 members 
Mstep: Class 20 contains 9269 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 22 contains 1871 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162219 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23352 members 
Mstep: Class 27 contains 8546 members 
Mstep: Class 28 contains 3276 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4548 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791120.000000 Penalty: 110824.609375
Iteration 137Q: 32 clusters Score -1.427911e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17178 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 6526 members 
Mstep: Class 6 contains 18190 members 
Mstep: Class 7 contains 95325 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 845239 members 
Mstep: Class 10 contains 36625 members 
Mstep: Class 11 contains 285377 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23064 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 35742 members 
Mstep: Class 16 contains 24937 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48678 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 9269 members 
Mstep: Class 21 contains 19170 members 
Mstep: Class 22 contains 1871 members 
Mstep: Class 23 contains 20730 members 
Mstep: Class 24 contains 162217 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23456 members 
Mstep: Class 27 contains 8559 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4589 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791328.000000 Penalty: 110824.609375
Iteration 138Q: 32 clusters Score -1.427913e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 17179 members 
Mstep: Class 4 contains 4372 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 18226 members 
Mstep: Class 7 contains 95324 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 845201 members 
Mstep: Class 10 contains 36431 members 
Mstep: Class 11 contains 285348 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23061 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 35816 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48678 members 
Mstep: Class 19 contains 52761 members 
Mstep: Class 20 contains 9265 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 20733 members 
Mstep: Class 24 contains 162222 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23551 members 
Mstep: Class 27 contains 8569 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4625 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791440.000000 Penalty: 110824.609375
Iteration 139Q: 32 clusters Score -1.427914e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29063 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 18263 members 
Mstep: Class 7 contains 95320 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 845145 members 
Mstep: Class 10 contains 36267 members 
Mstep: Class 11 contains 285312 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23051 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 35918 members 
Mstep: Class 16 contains 24939 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48678 members 
Mstep: Class 19 contains 52763 members 
Mstep: Class 20 contains 9266 members 
Mstep: Class 21 contains 19166 members 
Mstep: Class 22 contains 1869 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162225 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23644 members 
Mstep: Class 27 contains 8577 members 
Mstep: Class 28 contains 3275 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 4661 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791600.000000 Penalty: 110824.609375
Iteration 140F: 32 clusters Score -1.427916e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29068 members 
Mstep: Class 3 contains 17179 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 18289 members 
Mstep: Class 7 contains 95317 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 845114 members 
Mstep: Class 10 contains 36117 members 
Mstep: Class 11 contains 285271 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23045 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 36015 members 
Mstep: Class 16 contains 24942 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48681 members 
Mstep: Class 19 contains 52763 members 
Mstep: Class 20 contains 9263 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 22 contains 1863 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 162223 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23709 members 
Mstep: Class 27 contains 8586 members 
Mstep: Class 28 contains 3273 members 
Mstep: Class 29 contains 1152 members 
Mstep: Class 30 contains 4714 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791504.000000 Penalty: 110824.609375
Iteration 141Q: 32 clusters Score -1.427915e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 29079 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4375 members 
Mstep: Class 5 contains 6526 members 
Mstep: Class 6 contains 18307 members 
Mstep: Class 7 contains 95316 members 
Mstep: Class 8 contains 16393 members 
Mstep: Class 9 contains 845072 members 
Mstep: Class 10 contains 35949 members 
Mstep: Class 11 contains 285250 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23038 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 36115 members 
Mstep: Class 16 contains 24941 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48685 members 
Mstep: Class 19 contains 52760 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 1855 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162230 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23767 members 
Mstep: Class 27 contains 8598 members 
Mstep: Class 28 contains 3274 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4769 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142791584.000000 Penalty: 110824.609375
Iteration 142Q: 32 clusters Score -1.427916e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 29092 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4378 members 
Mstep: Class 5 contains 6523 members 
Mstep: Class 6 contains 18338 members 
Mstep: Class 7 contains 95312 members 
Mstep: Class 8 contains 16374 members 
Mstep: Class 9 contains 845047 members 
Mstep: Class 10 contains 35778 members 
Mstep: Class 11 contains 285221 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 23028 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 36223 members 
Mstep: Class 16 contains 24942 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48691 members 
Mstep: Class 19 contains 52761 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 1852 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162231 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23808 members 
Mstep: Class 27 contains 8601 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4814 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792000.000000 Penalty: 110824.609375
Iteration 143Q: 32 clusters Score -1.42792e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4381 members 
Mstep: Class 5 contains 6522 members 
Mstep: Class 6 contains 18375 members 
Mstep: Class 7 contains 95314 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 9 contains 845019 members 
Mstep: Class 10 contains 35601 members 
Mstep: Class 11 contains 285197 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 23015 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 36343 members 
Mstep: Class 16 contains 24943 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48695 members 
Mstep: Class 19 contains 52758 members 
Mstep: Class 20 contains 9255 members 
Mstep: Class 21 contains 19186 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 162236 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23830 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4864 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792112.000000 Penalty: 110824.609375
Iteration 144Q: 32 clusters Score -1.427921e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 29121 members 
Mstep: Class 3 contains 17175 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 6522 members 
Mstep: Class 6 contains 18401 members 
Mstep: Class 7 contains 95316 members 
Mstep: Class 8 contains 16337 members 
Mstep: Class 9 contains 844970 members 
Mstep: Class 10 contains 35444 members 
Mstep: Class 11 contains 285178 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 36454 members 
Mstep: Class 16 contains 24945 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48694 members 
Mstep: Class 19 contains 52755 members 
Mstep: Class 20 contains 9254 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 20730 members 
Mstep: Class 24 contains 162239 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23874 members 
Mstep: Class 27 contains 8626 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4908 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792208.000000 Penalty: 110824.609375
Iteration 145Q: 32 clusters Score -1.427922e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 29130 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4385 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18425 members 
Mstep: Class 7 contains 95319 members 
Mstep: Class 8 contains 16320 members 
Mstep: Class 9 contains 844940 members 
Mstep: Class 10 contains 35268 members 
Mstep: Class 11 contains 285163 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22984 members 
Mstep: Class 14 contains 8605 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 24945 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48694 members 
Mstep: Class 19 contains 52752 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 19191 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162242 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 23932 members 
Mstep: Class 27 contains 8639 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4934 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792064.000000 Penalty: 110824.609375
Iteration 146Q: 32 clusters Score -1.427921e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 29135 members 
Mstep: Class 3 contains 17178 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 6519 members 
Mstep: Class 6 contains 18453 members 
Mstep: Class 7 contains 95321 members 
Mstep: Class 8 contains 16317 members 
Mstep: Class 9 contains 844906 members 
Mstep: Class 10 contains 35121 members 
Mstep: Class 11 contains 285134 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22971 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 36643 members 
Mstep: Class 16 contains 24945 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48698 members 
Mstep: Class 19 contains 52755 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 162249 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24004 members 
Mstep: Class 27 contains 8653 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4954 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792144.000000 Penalty: 110824.609375
Iteration 147Q: 32 clusters Score -1.427921e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 29141 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 18465 members 
Mstep: Class 7 contains 95320 members 
Mstep: Class 8 contains 16318 members 
Mstep: Class 9 contains 844843 members 
Mstep: Class 10 contains 34970 members 
Mstep: Class 11 contains 285124 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22965 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 36736 members 
Mstep: Class 16 contains 24944 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48699 members 
Mstep: Class 19 contains 52756 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162247 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24089 members 
Mstep: Class 27 contains 8663 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4971 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792512.000000 Penalty: 110824.609375
Iteration 148Q: 32 clusters Score -1.427925e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 29148 members 
Mstep: Class 3 contains 17180 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 18480 members 
Mstep: Class 7 contains 95311 members 
Mstep: Class 8 contains 16314 members 
Mstep: Class 9 contains 844797 members 
Mstep: Class 10 contains 34834 members 
Mstep: Class 11 contains 285121 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22955 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 36824 members 
Mstep: Class 16 contains 24944 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48699 members 
Mstep: Class 19 contains 52758 members 
Mstep: Class 20 contains 9252 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 162245 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24165 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 4987 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792704.000000 Penalty: 110824.609375
Iteration 149Q: 32 clusters Score -1.427927e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 17178 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 18491 members 
Mstep: Class 7 contains 95309 members 
Mstep: Class 8 contains 16305 members 
Mstep: Class 9 contains 844760 members 
Mstep: Class 10 contains 34746 members 
Mstep: Class 11 contains 285110 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22942 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 36883 members 
Mstep: Class 16 contains 24941 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48696 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 9252 members 
Mstep: Class 21 contains 19174 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 162248 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24251 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5001 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792640.000000 Penalty: 110824.609375
Iteration 150Q: 32 clusters Score -1.427926e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 29152 members 
Mstep: Class 3 contains 17178 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 18503 members 
Mstep: Class 7 contains 95307 members 
Mstep: Class 8 contains 16299 members 
Mstep: Class 9 contains 844730 members 
Mstep: Class 10 contains 34677 members 
Mstep: Class 11 contains 285076 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22933 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 36916 members 
Mstep: Class 16 contains 24942 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48693 members 
Mstep: Class 19 contains 52757 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 19164 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20733 members 
Mstep: Class 24 contains 162249 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24336 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5022 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792528.000000 Penalty: 110824.609375
Iteration 151Q: 32 clusters Score -1.427925e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 29146 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 4398 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18521 members 
Mstep: Class 7 contains 95298 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 844692 members 
Mstep: Class 10 contains 34581 members 
Mstep: Class 11 contains 285068 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22922 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48694 members 
Mstep: Class 19 contains 52753 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 19163 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 162256 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24419 members 
Mstep: Class 27 contains 8666 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5043 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792688.000000 Penalty: 110824.609375
Iteration 152Q: 32 clusters Score -1.427927e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 29143 members 
Mstep: Class 3 contains 17175 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18554 members 
Mstep: Class 7 contains 95297 members 
Mstep: Class 8 contains 16270 members 
Mstep: Class 9 contains 844646 members 
Mstep: Class 10 contains 34495 members 
Mstep: Class 11 contains 285058 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22914 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37015 members 
Mstep: Class 16 contains 24941 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48694 members 
Mstep: Class 19 contains 52752 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 19160 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20738 members 
Mstep: Class 24 contains 162256 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24493 members 
Mstep: Class 27 contains 8666 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5057 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792816.000000 Penalty: 110824.609375
Iteration 153Q: 32 clusters Score -1.427928e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 17173 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 18580 members 
Mstep: Class 7 contains 95300 members 
Mstep: Class 8 contains 16258 members 
Mstep: Class 9 contains 844607 members 
Mstep: Class 10 contains 34412 members 
Mstep: Class 11 contains 285051 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22906 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37037 members 
Mstep: Class 16 contains 24945 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48698 members 
Mstep: Class 19 contains 52741 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 19162 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20736 members 
Mstep: Class 24 contains 162262 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24564 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5081 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792880.000000 Penalty: 110824.609375
Iteration 154Q: 32 clusters Score -1.427929e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29148 members 
Mstep: Class 3 contains 17172 members 
Mstep: Class 4 contains 4402 members 
Mstep: Class 5 contains 6522 members 
Mstep: Class 6 contains 18593 members 
Mstep: Class 7 contains 95302 members 
Mstep: Class 8 contains 16238 members 
Mstep: Class 9 contains 844573 members 
Mstep: Class 10 contains 34320 members 
Mstep: Class 11 contains 285027 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22902 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 37072 members 
Mstep: Class 16 contains 24950 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 48697 members 
Mstep: Class 19 contains 52743 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 1842 members 
Mstep: Class 23 contains 20734 members 
Mstep: Class 24 contains 162268 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24644 members 
Mstep: Class 27 contains 8671 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5103 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792800.000000 Penalty: 110824.609375
Iteration 155Q: 32 clusters Score -1.427928e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 17173 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 6524 members 
Mstep: Class 6 contains 18611 members 
Mstep: Class 7 contains 95300 members 
Mstep: Class 8 contains 16227 members 
Mstep: Class 9 contains 844558 members 
Mstep: Class 10 contains 34249 members 
Mstep: Class 11 contains 284999 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 37070 members 
Mstep: Class 16 contains 24953 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 48700 members 
Mstep: Class 19 contains 52742 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 19166 members 
Mstep: Class 22 contains 1841 members 
Mstep: Class 23 contains 20733 members 
Mstep: Class 24 contains 162274 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24715 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5128 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792832.000000 Penalty: 110824.609375
Iteration 156Q: 32 clusters Score -1.427928e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 17175 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 18627 members 
Mstep: Class 7 contains 95298 members 
Mstep: Class 8 contains 16215 members 
Mstep: Class 9 contains 844539 members 
Mstep: Class 10 contains 34183 members 
Mstep: Class 11 contains 284968 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22888 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 37086 members 
Mstep: Class 16 contains 24957 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 48700 members 
Mstep: Class 19 contains 52745 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 19169 members 
Mstep: Class 22 contains 1840 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162277 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24779 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5143 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792720.000000 Penalty: 110824.609375
Iteration 157Q: 32 clusters Score -1.427927e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 17175 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 18634 members 
Mstep: Class 7 contains 95293 members 
Mstep: Class 8 contains 16206 members 
Mstep: Class 9 contains 844532 members 
Mstep: Class 10 contains 34111 members 
Mstep: Class 11 contains 284943 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22887 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 37100 members 
Mstep: Class 16 contains 24962 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 48703 members 
Mstep: Class 19 contains 52747 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 162283 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24852 members 
Mstep: Class 27 contains 8682 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142792976.000000 Penalty: 110824.609375
Iteration 158Q: 32 clusters Score -1.42793e+08 nChanged 370
Entering ConstructFrom: 
Score: -142792976.000000 Penalty: 110824.609375
Entering ConstructFrom: 
Trying to split cluster 1 (4087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Entering Unmasked Estep 
Score: -311516.718750 Penalty: 2062.260498
	Iteration 0F: 2 clusters Score -311516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -307551.687500 Penalty: 4124.520996
	Iteration 0F: 3 clusters Score -307551.7 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -308426.281250 Penalty: 4124.520996
	Iteration 1F: 3 clusters Score -308426.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -308655.968750 Penalty: 4124.520996
	Iteration 2F: 3 clusters Score -308656 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -308804.656250 Penalty: 4124.520996
	Iteration 3F: 3 clusters Score -308804.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -308925.937500 Penalty: 4124.520996
	Iteration 4Q: 3 clusters Score -308925.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -309013.625000 Penalty: 4124.520996
	Iteration 5Q: 3 clusters Score -309013.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -309102.218750 Penalty: 4124.520996
	Iteration 6Q: 3 clusters Score -309102.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -309187.031250 Penalty: 4124.520996
	Iteration 7Q: 3 clusters Score -309187 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -309262.218750 Penalty: 4124.520996
	Iteration 8Q: 3 clusters Score -309262.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -309333.593750 Penalty: 4124.520996
	Iteration 9Q: 3 clusters Score -309333.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -309423.468750 Penalty: 4124.520996
	Iteration 10Q: 3 clusters Score -309423.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -309506.125000 Penalty: 4124.520996
	Iteration 11Q: 3 clusters Score -309506.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -309579.125000 Penalty: 4124.520996
	Iteration 12Q: 3 clusters Score -309579.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -309660.093750 Penalty: 4124.520996
	Iteration 13Q: 3 clusters Score -309660.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -309721.906250 Penalty: 4124.520996
	Iteration 14Q: 3 clusters Score -309721.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309780.000000 Penalty: 4124.520996
	Iteration 15Q: 3 clusters Score -309780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -309834.031250 Penalty: 4124.520996
	Iteration 16Q: 3 clusters Score -309834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -309877.781250 Penalty: 4124.520996
	Iteration 17Q: 3 clusters Score -309877.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -309917.843750 Penalty: 4124.520996
	Iteration 18Q: 3 clusters Score -309917.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309940.843750 Penalty: 4124.520996
	Iteration 19Q: 3 clusters Score -309940.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -309958.062500 Penalty: 4124.520996
	Iteration 20F: 3 clusters Score -309958.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -309972.750000 Penalty: 4124.520996
	Iteration 21Q: 3 clusters Score -309972.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -309986.750000 Penalty: 4124.520996
	Iteration 22Q: 3 clusters Score -309986.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -309995.593750 Penalty: 4124.520996
	Iteration 23Q: 3 clusters Score -309995.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -310002.250000 Penalty: 4124.520996
	Iteration 24Q: 3 clusters Score -310002.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -310009.812500 Penalty: 4124.520996
	Iteration 25Q: 3 clusters Score -310009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -310014.250000 Penalty: 4124.520996
	Iteration 26Q: 3 clusters Score -310014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -310018.625000 Penalty: 4124.520996
	Iteration 27Q: 3 clusters Score -310018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -310021.125000 Penalty: 4124.520996
	Iteration 28Q: 3 clusters Score -310021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -310025.687500 Penalty: 4124.520996
	Iteration 29Q: 3 clusters Score -310025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -310029.500000 Penalty: 4124.520996
	Iteration 30Q: 3 clusters Score -310029.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -310033.406250 Penalty: 4124.520996
	Iteration 31Q: 3 clusters Score -310033.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -310036.187500 Penalty: 4124.520996
	Iteration 32Q: 3 clusters Score -310036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -310039.406250 Penalty: 4124.520996
	Iteration 33Q: 3 clusters Score -310039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -310042.312500 Penalty: 4124.520996
	Iteration 34Q: 3 clusters Score -310042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -310045.062500 Penalty: 4124.520996
	Iteration 35Q: 3 clusters Score -310045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -310047.812500 Penalty: 4124.520996
	Iteration 36Q: 3 clusters Score -310047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -310049.718750 Penalty: 4124.520996
	Iteration 37Q: 3 clusters Score -310049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -310052.593750 Penalty: 4124.520996
	Iteration 38Q: 3 clusters Score -310052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -310053.250000 Penalty: 4124.520996
	Iteration 39Q: 3 clusters Score -310053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -310053.687500 Penalty: 4124.520996
	Iteration 40F: 3 clusters Score -310053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -310054.000000 Penalty: 4124.520996
	Iteration 41Q: 3 clusters Score -310054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -310054.031250 Penalty: 4124.520996
	Iteration 42Q: 3 clusters Score -310054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -310054.031250 Penalty: 4124.520996
	Iteration 43F: 3 clusters Score -310054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Entering Unmasked Estep 
Score: -2262346.000000 Penalty: 2549.509277
	Iteration 0F: 2 clusters Score -2262346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2242290.750000 Penalty: 5099.018555
	Iteration 0F: 3 clusters Score -2242291 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2249509.500000 Penalty: 5099.018555
	Iteration 1F: 3 clusters Score -2249510 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2250114.250000 Penalty: 5099.018555
	Iteration 2F: 3 clusters Score -2250114 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2250775.750000 Penalty: 5099.018555
	Iteration 3Q: 3 clusters Score -2250776 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2251548.250000 Penalty: 5099.018555
	Iteration 4F: 3 clusters Score -2251548 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2252526.500000 Penalty: 5099.018555
	Iteration 5F: 3 clusters Score -2252526 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2253743.500000 Penalty: 5099.018555
	Iteration 6F: 3 clusters Score -2253744 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2255102.250000 Penalty: 5099.018555
	Iteration 7F: 3 clusters Score -2255102 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2256646.000000 Penalty: 5099.018555
	Iteration 8F: 3 clusters Score -2256646 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2258030.750000 Penalty: 5099.018555
	Iteration 9F: 3 clusters Score -2258031 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2258951.750000 Penalty: 5099.018555
	Iteration 10Q: 3 clusters Score -2258952 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2259409.000000 Penalty: 5099.018555
	Iteration 11Q: 3 clusters Score -2259409 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2259618.250000 Penalty: 5099.018555
	Iteration 12Q: 3 clusters Score -2259618 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2259739.250000 Penalty: 5099.018555
	Iteration 13Q: 3 clusters Score -2259739 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2259816.500000 Penalty: 5099.018555
	Iteration 14Q: 3 clusters Score -2259816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2259878.500000 Penalty: 5099.018555
	Iteration 15Q: 3 clusters Score -2259878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2259925.000000 Penalty: 5099.018555
	Iteration 16Q: 3 clusters Score -2259925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2259961.250000 Penalty: 5099.018555
	Iteration 17Q: 3 clusters Score -2259961 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2260000.000000 Penalty: 5099.018555
	Iteration 18Q: 3 clusters Score -2260000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2260025.000000 Penalty: 5099.018555
	Iteration 19Q: 3 clusters Score -2260025 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2260087.000000 Penalty: 5099.018555
	Iteration 20F: 3 clusters Score -2260087 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2260165.250000 Penalty: 5099.018555
	Iteration 21Q: 3 clusters Score -2260165 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2260253.750000 Penalty: 5099.018555
	Iteration 22Q: 3 clusters Score -2260254 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2260323.000000 Penalty: 5099.018555
	Iteration 23Q: 3 clusters Score -2260323 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2260367.000000 Penalty: 5099.018555
	Iteration 24Q: 3 clusters Score -2260367 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2260396.000000 Penalty: 5099.018555
	Iteration 25Q: 3 clusters Score -2260396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2260419.250000 Penalty: 5099.018555
	Iteration 26Q: 3 clusters Score -2260419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2260446.750000 Penalty: 5099.018555
	Iteration 27Q: 3 clusters Score -2260447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2260463.250000 Penalty: 5099.018555
	Iteration 28Q: 3 clusters Score -2260463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2260473.750000 Penalty: 5099.018555
	Iteration 29Q: 3 clusters Score -2260474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2260485.000000 Penalty: 5099.018555
	Iteration 30Q: 3 clusters Score -2260485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2260492.250000 Penalty: 5099.018555
	Iteration 31Q: 3 clusters Score -2260492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2260497.500000 Penalty: 5099.018555
	Iteration 32Q: 3 clusters Score -2260498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2260508.750000 Penalty: 5099.018555
	Iteration 33Q: 3 clusters Score -2260509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2260517.500000 Penalty: 5099.018555
	Iteration 34Q: 3 clusters Score -2260518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2260527.500000 Penalty: 5099.018555
	Iteration 35Q: 3 clusters Score -2260528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2260535.000000 Penalty: 5099.018555
	Iteration 36Q: 3 clusters Score -2260535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2260550.750000 Penalty: 5099.018555
	Iteration 37Q: 3 clusters Score -2260551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2260551.500000 Penalty: 5099.018555
	Iteration 38Q: 3 clusters Score -2260552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2260556.250000 Penalty: 5099.018555
	Iteration 39Q: 3 clusters Score -2260556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2260571.750000 Penalty: 5099.018555
	Iteration 40F: 3 clusters Score -2260572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2260575.000000 Penalty: 5099.018555
	Iteration 41Q: 3 clusters Score -2260575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2260578.000000 Penalty: 5099.018555
	Iteration 42Q: 3 clusters Score -2260578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2260579.750000 Penalty: 5099.018555
	Iteration 43Q: 3 clusters Score -2260580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2260585.500000 Penalty: 5099.018555
	Iteration 44Q: 3 clusters Score -2260586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2260583.500000 Penalty: 5099.018555
	Iteration 45Q: 3 clusters Score -2260584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2260581.750000 Penalty: 5099.018555
	Iteration 46Q: 3 clusters Score -2260582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2260584.000000 Penalty: 5099.018555
	Iteration 47Q: 3 clusters Score -2260584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2260587.750000 Penalty: 5099.018555
	Iteration 48Q: 3 clusters Score -2260588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2260588.250000 Penalty: 5099.018555
	Iteration 49Q: 3 clusters Score -2260588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2260588.500000 Penalty: 5099.018555
	Iteration 50Q: 3 clusters Score -2260588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2260587.750000 Penalty: 5099.018555
	Iteration 51Q: 3 clusters Score -2260588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2260587.750000 Penalty: 5099.018555
	Iteration 52Q: 3 clusters Score -2260588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2260590.500000 Penalty: 5099.018555
	Iteration 53Q: 3 clusters Score -2260590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2260585.750000 Penalty: 5099.018555
	Iteration 54Q: 3 clusters Score -2260586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2260588.750000 Penalty: 5099.018555
	Iteration 55Q: 3 clusters Score -2260589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2260595.250000 Penalty: 5099.018555
	Iteration 56Q: 3 clusters Score -2260595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2260593.250000 Penalty: 5099.018555
	Iteration 57Q: 3 clusters Score -2260593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2260595.000000 Penalty: 5099.018555
	Iteration 58Q: 3 clusters Score -2260595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2260596.250000 Penalty: 5099.018555
	Iteration 59Q: 3 clusters Score -2260596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2260597.750000 Penalty: 5099.018555
	Iteration 60F: 3 clusters Score -2260598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2260597.750000 Penalty: 5099.018555
	Iteration 61Q: 3 clusters Score -2260598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2260598.000000 Penalty: 5099.018555
	Iteration 62Q: 3 clusters Score -2260598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2260596.750000 Penalty: 5099.018555
	Iteration 63Q: 3 clusters Score -2260597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2260597.750000 Penalty: 5099.018555
	Iteration 64Q: 3 clusters Score -2260598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2260601.750000 Penalty: 5099.018555
	Iteration 65Q: 3 clusters Score -2260602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2260600.250000 Penalty: 5099.018555
	Iteration 66Q: 3 clusters Score -2260600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2260603.000000 Penalty: 5099.018555
	Iteration 67Q: 3 clusters Score -2260603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2260604.750000 Penalty: 5099.018555
	Iteration 68Q: 3 clusters Score -2260605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2260604.750000 Penalty: 5099.018555
	Iteration 69Q: 3 clusters Score -2260605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2260605.500000 Penalty: 5099.018555
	Iteration 70Q: 3 clusters Score -2260606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2260605.500000 Penalty: 5099.018555
	Iteration 71F: 3 clusters Score -2260606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Entering Unmasked Estep 
Score: -1423729.625000 Penalty: 2418.300049
	Iteration 0F: 2 clusters Score -1423730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1411435.125000 Penalty: 4836.600098
	Iteration 0F: 3 clusters Score -1411435 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1415309.000000 Penalty: 4836.600098
	Iteration 1F: 3 clusters Score -1415309 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1415641.375000 Penalty: 4836.600098
	Iteration 2F: 3 clusters Score -1415641 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1415886.875000 Penalty: 4836.600098
	Iteration 3Q: 3 clusters Score -1415887 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1416092.875000 Penalty: 4836.600098
	Iteration 4Q: 3 clusters Score -1416093 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1416277.000000 Penalty: 4836.600098
	Iteration 5Q: 3 clusters Score -1416277 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1416470.000000 Penalty: 4836.600098
	Iteration 6Q: 3 clusters Score -1416470 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1416690.750000 Penalty: 4836.600098
	Iteration 7Q: 3 clusters Score -1416691 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1416937.250000 Penalty: 4836.600098
	Iteration 8Q: 3 clusters Score -1416937 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1417308.625000 Penalty: 4836.600098
	Iteration 9Q: 3 clusters Score -1417309 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1417850.125000 Penalty: 4836.600098
	Iteration 10Q: 3 clusters Score -1417850 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1418534.125000 Penalty: 4836.600098
	Iteration 11F: 3 clusters Score -1418534 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1419310.375000 Penalty: 4836.600098
	Iteration 12F: 3 clusters Score -1419310 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1420079.625000 Penalty: 4836.600098
	Iteration 13F: 3 clusters Score -1420080 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1420724.000000 Penalty: 4836.600098
	Iteration 14Q: 3 clusters Score -1420724 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1421142.125000 Penalty: 4836.600098
	Iteration 15Q: 3 clusters Score -1421142 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1421361.500000 Penalty: 4836.600098
	Iteration 16Q: 3 clusters Score -1421362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1421482.000000 Penalty: 4836.600098
	Iteration 17Q: 3 clusters Score -1421482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1421540.750000 Penalty: 4836.600098
	Iteration 18Q: 3 clusters Score -1421541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1421574.625000 Penalty: 4836.600098
	Iteration 19Q: 3 clusters Score -1421575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1421618.250000 Penalty: 4836.600098
	Iteration 20F: 3 clusters Score -1421618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1421649.500000 Penalty: 4836.600098
	Iteration 21Q: 3 clusters Score -1421650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1421666.875000 Penalty: 4836.600098
	Iteration 22Q: 3 clusters Score -1421667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1421685.125000 Penalty: 4836.600098
	Iteration 23Q: 3 clusters Score -1421685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1421693.125000 Penalty: 4836.600098
	Iteration 24Q: 3 clusters Score -1421693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1421702.625000 Penalty: 4836.600098
	Iteration 25Q: 3 clusters Score -1421703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1421705.375000 Penalty: 4836.600098
	Iteration 26Q: 3 clusters Score -1421705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1421708.750000 Penalty: 4836.600098
	Iteration 27Q: 3 clusters Score -1421709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1421708.500000 Penalty: 4836.600098
	Iteration 28Q: 3 clusters Score -1421708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1421712.375000 Penalty: 4836.600098
	Iteration 29Q: 3 clusters Score -1421712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1421710.875000 Penalty: 4836.600098
	Iteration 30Q: 3 clusters Score -1421711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1421710.875000 Penalty: 4836.600098
	Iteration 31F: 3 clusters Score -1421711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -341896.187500 Penalty: 2080.955322
	Iteration 0F: 2 clusters Score -341896.2 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 2159 members 
Entering Unmasked Estep 
Score: -337724.437500 Penalty: 4161.910645
	Iteration 0F: 3 clusters Score -337724.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -338719.312500 Penalty: 4161.910645
	Iteration 1F: 3 clusters Score -338719.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -338943.875000 Penalty: 4161.910645
	Iteration 2F: 3 clusters Score -338943.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -339106.312500 Penalty: 4161.910645
	Iteration 3F: 3 clusters Score -339106.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -339239.937500 Penalty: 4161.910645
	Iteration 4Q: 3 clusters Score -339239.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -339398.687500 Penalty: 4161.910645
	Iteration 5Q: 3 clusters Score -339398.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -339598.937500 Penalty: 4161.910645
	Iteration 6Q: 3 clusters Score -339598.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -339849.593750 Penalty: 4161.910645
	Iteration 7Q: 3 clusters Score -339849.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -340045.781250 Penalty: 4161.910645
	Iteration 8Q: 3 clusters Score -340045.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -340187.406250 Penalty: 4161.910645
	Iteration 9Q: 3 clusters Score -340187.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -340304.218750 Penalty: 4161.910645
	Iteration 10Q: 3 clusters Score -340304.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -340414.687500 Penalty: 4161.910645
	Iteration 11Q: 3 clusters Score -340414.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -340511.156250 Penalty: 4161.910645
	Iteration 12Q: 3 clusters Score -340511.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -340592.718750 Penalty: 4161.910645
	Iteration 13Q: 3 clusters Score -340592.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -340653.312500 Penalty: 4161.910645
	Iteration 14Q: 3 clusters Score -340653.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -340699.500000 Penalty: 4161.910645
	Iteration 15Q: 3 clusters Score -340699.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -340738.093750 Penalty: 4161.910645
	Iteration 16Q: 3 clusters Score -340738.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -340773.156250 Penalty: 4161.910645
	Iteration 17Q: 3 clusters Score -340773.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -340802.093750 Penalty: 4161.910645
	Iteration 18Q: 3 clusters Score -340802.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -340831.250000 Penalty: 4161.910645
	Iteration 19Q: 3 clusters Score -340831.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -340864.468750 Penalty: 4161.910645
	Iteration 20F: 3 clusters Score -340864.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -340892.343750 Penalty: 4161.910645
	Iteration 21Q: 3 clusters Score -340892.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -340915.406250 Penalty: 4161.910645
	Iteration 22Q: 3 clusters Score -340915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -340938.062500 Penalty: 4161.910645
	Iteration 23Q: 3 clusters Score -340938.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -340961.000000 Penalty: 4161.910645
	Iteration 24Q: 3 clusters Score -340961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -340978.750000 Penalty: 4161.910645
	Iteration 25Q: 3 clusters Score -340978.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -341002.500000 Penalty: 4161.910645
	Iteration 26Q: 3 clusters Score -341002.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -341014.718750 Penalty: 4161.910645
	Iteration 27Q: 3 clusters Score -341014.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -341028.812500 Penalty: 4161.910645
	Iteration 28Q: 3 clusters Score -341028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -341035.500000 Penalty: 4161.910645
	Iteration 29Q: 3 clusters Score -341035.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -341041.125000 Penalty: 4161.910645
	Iteration 30Q: 3 clusters Score -341041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -341055.125000 Penalty: 4161.910645
	Iteration 31Q: 3 clusters Score -341055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -341065.218750 Penalty: 4161.910645
	Iteration 32Q: 3 clusters Score -341065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -341075.187500 Penalty: 4161.910645
	Iteration 33Q: 3 clusters Score -341075.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -341084.656250 Penalty: 4161.910645
	Iteration 34Q: 3 clusters Score -341084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -341092.906250 Penalty: 4161.910645
	Iteration 35Q: 3 clusters Score -341092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -341101.875000 Penalty: 4161.910645
	Iteration 36Q: 3 clusters Score -341101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -341112.812500 Penalty: 4161.910645
	Iteration 37Q: 3 clusters Score -341112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -341123.625000 Penalty: 4161.910645
	Iteration 38Q: 3 clusters Score -341123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -341129.968750 Penalty: 4161.910645
	Iteration 39Q: 3 clusters Score -341130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -341135.000000 Penalty: 4161.910645
	Iteration 40F: 3 clusters Score -341135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -341140.125000 Penalty: 4161.910645
	Iteration 41Q: 3 clusters Score -341140.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -341151.343750 Penalty: 4161.910645
	Iteration 42Q: 3 clusters Score -341151.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -341161.062500 Penalty: 4161.910645
	Iteration 43Q: 3 clusters Score -341161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -341168.937500 Penalty: 4161.910645
	Iteration 44Q: 3 clusters Score -341168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -341172.500000 Penalty: 4161.910645
	Iteration 45Q: 3 clusters Score -341172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -341175.718750 Penalty: 4161.910645
	Iteration 46Q: 3 clusters Score -341175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -341177.781250 Penalty: 4161.910645
	Iteration 47Q: 3 clusters Score -341177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -341180.750000 Penalty: 4161.910645
	Iteration 48Q: 3 clusters Score -341180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -341184.625000 Penalty: 4161.910645
	Iteration 49Q: 3 clusters Score -341184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -341188.625000 Penalty: 4161.910645
	Iteration 50Q: 3 clusters Score -341188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -341190.093750 Penalty: 4161.910645
	Iteration 51Q: 3 clusters Score -341190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -341192.968750 Penalty: 4161.910645
	Iteration 52Q: 3 clusters Score -341193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -341195.718750 Penalty: 4161.910645
	Iteration 53Q: 3 clusters Score -341195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -341195.500000 Penalty: 4161.910645
	Iteration 54Q: 3 clusters Score -341195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -341195.500000 Penalty: 4161.910645
	Iteration 55F: 3 clusters Score -341195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -518882.031250 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -518882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -513387.625000 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -513387.6 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -514848.312500 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -514848.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -515174.906250 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -515174.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -515415.718750 Penalty: 4356.792480
	Iteration 3F: 3 clusters Score -515415.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -515601.437500 Penalty: 4356.792480
	Iteration 4Q: 3 clusters Score -515601.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -515769.562500 Penalty: 4356.792480
	Iteration 5Q: 3 clusters Score -515769.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -515930.312500 Penalty: 4356.792480
	Iteration 6Q: 3 clusters Score -515930.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -516079.906250 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -516079.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -516181.062500 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -516181.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -516254.187500 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -516254.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -516303.375000 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -516303.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -516340.718750 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -516340.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -516375.250000 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -516375.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -516397.906250 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -516397.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -516413.656250 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -516413.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -516432.968750 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -516433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -516450.156250 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -516450.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -516469.375000 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -516469.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -516487.937500 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -516487.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -516507.500000 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -516507.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -516526.562500 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -516526.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -516541.500000 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -516541.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -516554.812500 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -516554.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -516573.562500 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -516573.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -516602.406250 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -516602.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -516636.468750 Penalty: 4356.792480
	Iteration 25Q: 3 clusters Score -516636.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -516678.875000 Penalty: 4356.792480
	Iteration 26Q: 3 clusters Score -516678.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -516722.250000 Penalty: 4356.792480
	Iteration 27Q: 3 clusters Score -516722.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -516765.531250 Penalty: 4356.792480
	Iteration 28Q: 3 clusters Score -516765.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -516797.687500 Penalty: 4356.792480
	Iteration 29Q: 3 clusters Score -516797.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -516830.625000 Penalty: 4356.792480
	Iteration 30Q: 3 clusters Score -516830.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -516866.125000 Penalty: 4356.792480
	Iteration 31Q: 3 clusters Score -516866.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -516892.781250 Penalty: 4356.792480
	Iteration 32Q: 3 clusters Score -516892.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -516915.406250 Penalty: 4356.792480
	Iteration 33Q: 3 clusters Score -516915.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -516935.062500 Penalty: 4356.792480
	Iteration 34Q: 3 clusters Score -516935.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -516953.531250 Penalty: 4356.792480
	Iteration 35Q: 3 clusters Score -516953.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -516968.375000 Penalty: 4356.792480
	Iteration 36Q: 3 clusters Score -516968.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -516984.281250 Penalty: 4356.792480
	Iteration 37Q: 3 clusters Score -516984.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -516994.625000 Penalty: 4356.792480
	Iteration 38Q: 3 clusters Score -516994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -517003.406250 Penalty: 4356.792480
	Iteration 39Q: 3 clusters Score -517003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -517008.125000 Penalty: 4356.792480
	Iteration 40F: 3 clusters Score -517008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -517013.062500 Penalty: 4356.792480
	Iteration 41Q: 3 clusters Score -517013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -517015.937500 Penalty: 4356.792480
	Iteration 42Q: 3 clusters Score -517015.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -517021.812500 Penalty: 4356.792480
	Iteration 43Q: 3 clusters Score -517021.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -517028.906250 Penalty: 4356.792480
	Iteration 44Q: 3 clusters Score -517028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -517033.906250 Penalty: 4356.792480
	Iteration 45Q: 3 clusters Score -517033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -517038.906250 Penalty: 4356.792480
	Iteration 46Q: 3 clusters Score -517038.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -517044.000000 Penalty: 4356.792480
	Iteration 47Q: 3 clusters Score -517044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -517050.125000 Penalty: 4356.792480
	Iteration 48Q: 3 clusters Score -517050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -517054.656250 Penalty: 4356.792480
	Iteration 49Q: 3 clusters Score -517054.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -517061.250000 Penalty: 4356.792480
	Iteration 50Q: 3 clusters Score -517061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -517066.531250 Penalty: 4356.792480
	Iteration 51Q: 3 clusters Score -517066.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -517069.531250 Penalty: 4356.792480
	Iteration 52Q: 3 clusters Score -517069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -517071.625000 Penalty: 4356.792480
	Iteration 53Q: 3 clusters Score -517071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -517074.031250 Penalty: 4356.792480
	Iteration 54Q: 3 clusters Score -517074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -517076.218750 Penalty: 4356.792480
	Iteration 55Q: 3 clusters Score -517076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -517078.468750 Penalty: 4356.792480
	Iteration 56Q: 3 clusters Score -517078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -517081.718750 Penalty: 4356.792480
	Iteration 57Q: 3 clusters Score -517081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -517082.937500 Penalty: 4356.792480
	Iteration 58Q: 3 clusters Score -517082.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -517083.093750 Penalty: 4356.792480
	Iteration 59Q: 3 clusters Score -517083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -517083.656250 Penalty: 4356.792480
	Iteration 60F: 3 clusters Score -517083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -517086.937500 Penalty: 4356.792480
	Iteration 61Q: 3 clusters Score -517086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -517088.718750 Penalty: 4356.792480
	Iteration 62Q: 3 clusters Score -517088.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -517092.187500 Penalty: 4356.792480
	Iteration 63Q: 3 clusters Score -517092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -517092.875000 Penalty: 4356.792480
	Iteration 64Q: 3 clusters Score -517092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -517093.906250 Penalty: 4356.792480
	Iteration 65Q: 3 clusters Score -517093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -517093.906250 Penalty: 4356.792480
	Iteration 66F: 3 clusters Score -517093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Entering Unmasked Estep 
Score: -1295649.625000 Penalty: 2438.613281
	Iteration 0F: 2 clusters Score -1295650 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 9282 members 
Entering Unmasked Estep 
Score: -1282454.750000 Penalty: 4877.226562
	Iteration 0F: 3 clusters Score -1282455 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1287308.625000 Penalty: 4877.226562
	Iteration 1F: 3 clusters Score -1287309 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1288026.500000 Penalty: 4877.226562
	Iteration 2F: 3 clusters Score -1288026 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1288707.125000 Penalty: 4877.226562
	Iteration 3F: 3 clusters Score -1288707 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1289353.875000 Penalty: 4877.226562
	Iteration 4F: 3 clusters Score -1289354 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1289950.375000 Penalty: 4877.226562
	Iteration 5F: 3 clusters Score -1289950 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1290478.625000 Penalty: 4877.226562
	Iteration 6Q: 3 clusters Score -1290479 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1291030.250000 Penalty: 4877.226562
	Iteration 7Q: 3 clusters Score -1291030 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1291575.000000 Penalty: 4877.226562
	Iteration 8Q: 3 clusters Score -1291575 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1291999.875000 Penalty: 4877.226562
	Iteration 9Q: 3 clusters Score -1292000 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1292279.375000 Penalty: 4877.226562
	Iteration 10Q: 3 clusters Score -1292279 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1292459.875000 Penalty: 4877.226562
	Iteration 11Q: 3 clusters Score -1292460 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1292590.000000 Penalty: 4877.226562
	Iteration 12Q: 3 clusters Score -1292590 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1292683.875000 Penalty: 4877.226562
	Iteration 13Q: 3 clusters Score -1292684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1292754.875000 Penalty: 4877.226562
	Iteration 14Q: 3 clusters Score -1292755 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1292830.375000 Penalty: 4877.226562
	Iteration 15Q: 3 clusters Score -1292830 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1292879.250000 Penalty: 4877.226562
	Iteration 16Q: 3 clusters Score -1292879 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1292929.875000 Penalty: 4877.226562
	Iteration 17Q: 3 clusters Score -1292930 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1292971.000000 Penalty: 4877.226562
	Iteration 18Q: 3 clusters Score -1292971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1293006.000000 Penalty: 4877.226562
	Iteration 19Q: 3 clusters Score -1293006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1293034.500000 Penalty: 4877.226562
	Iteration 20F: 3 clusters Score -1293034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1293063.750000 Penalty: 4877.226562
	Iteration 21Q: 3 clusters Score -1293064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1293082.125000 Penalty: 4877.226562
	Iteration 22Q: 3 clusters Score -1293082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1293100.000000 Penalty: 4877.226562
	Iteration 23Q: 3 clusters Score -1293100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1293121.250000 Penalty: 4877.226562
	Iteration 24Q: 3 clusters Score -1293121 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1293142.250000 Penalty: 4877.226562
	Iteration 25Q: 3 clusters Score -1293142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1293156.250000 Penalty: 4877.226562
	Iteration 26Q: 3 clusters Score -1293156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1293171.500000 Penalty: 4877.226562
	Iteration 27Q: 3 clusters Score -1293172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1293190.750000 Penalty: 4877.226562
	Iteration 28Q: 3 clusters Score -1293191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1293213.250000 Penalty: 4877.226562
	Iteration 29Q: 3 clusters Score -1293213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1293226.000000 Penalty: 4877.226562
	Iteration 30Q: 3 clusters Score -1293226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1293244.375000 Penalty: 4877.226562
	Iteration 31Q: 3 clusters Score -1293244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1293259.750000 Penalty: 4877.226562
	Iteration 32Q: 3 clusters Score -1293260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1293272.500000 Penalty: 4877.226562
	Iteration 33Q: 3 clusters Score -1293272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1293296.625000 Penalty: 4877.226562
	Iteration 34Q: 3 clusters Score -1293297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1293316.000000 Penalty: 4877.226562
	Iteration 35Q: 3 clusters Score -1293316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1293336.375000 Penalty: 4877.226562
	Iteration 36Q: 3 clusters Score -1293336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1293356.500000 Penalty: 4877.226562
	Iteration 37Q: 3 clusters Score -1293356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1293376.125000 Penalty: 4877.226562
	Iteration 38Q: 3 clusters Score -1293376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1293391.750000 Penalty: 4877.226562
	Iteration 39Q: 3 clusters Score -1293392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1293412.000000 Penalty: 4877.226562
	Iteration 40F: 3 clusters Score -1293412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1293430.750000 Penalty: 4877.226562
	Iteration 41Q: 3 clusters Score -1293431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1293445.250000 Penalty: 4877.226562
	Iteration 42Q: 3 clusters Score -1293445 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1293468.500000 Penalty: 4877.226562
	Iteration 43Q: 3 clusters Score -1293468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1293492.750000 Penalty: 4877.226562
	Iteration 44Q: 3 clusters Score -1293493 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1293515.250000 Penalty: 4877.226562
	Iteration 45Q: 3 clusters Score -1293515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1293543.125000 Penalty: 4877.226562
	Iteration 46Q: 3 clusters Score -1293543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1293569.750000 Penalty: 4877.226562
	Iteration 47Q: 3 clusters Score -1293570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1293599.625000 Penalty: 4877.226562
	Iteration 48Q: 3 clusters Score -1293600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1293626.625000 Penalty: 4877.226562
	Iteration 49Q: 3 clusters Score -1293627 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1293649.625000 Penalty: 4877.226562
	Iteration 50Q: 3 clusters Score -1293650 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1293675.125000 Penalty: 4877.226562
	Iteration 51Q: 3 clusters Score -1293675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1293702.750000 Penalty: 4877.226562
	Iteration 52Q: 3 clusters Score -1293703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1293726.375000 Penalty: 4877.226562
	Iteration 53Q: 3 clusters Score -1293726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1293758.000000 Penalty: 4877.226562
	Iteration 54Q: 3 clusters Score -1293758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1293783.500000 Penalty: 4877.226562
	Iteration 55Q: 3 clusters Score -1293784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1293810.000000 Penalty: 4877.226562
	Iteration 56Q: 3 clusters Score -1293810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1293841.125000 Penalty: 4877.226562
	Iteration 57Q: 3 clusters Score -1293841 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1293867.750000 Penalty: 4877.226562
	Iteration 58Q: 3 clusters Score -1293868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1293888.625000 Penalty: 4877.226562
	Iteration 59Q: 3 clusters Score -1293889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1293909.625000 Penalty: 4877.226562
	Iteration 60F: 3 clusters Score -1293910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1293935.875000 Penalty: 4877.226562
	Iteration 61Q: 3 clusters Score -1293936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1293965.625000 Penalty: 4877.226562
	Iteration 62Q: 3 clusters Score -1293966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1293999.875000 Penalty: 4877.226562
	Iteration 63Q: 3 clusters Score -1294000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1294025.375000 Penalty: 4877.226562
	Iteration 64Q: 3 clusters Score -1294025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1294044.375000 Penalty: 4877.226562
	Iteration 65Q: 3 clusters Score -1294044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1294056.375000 Penalty: 4877.226562
	Iteration 66Q: 3 clusters Score -1294056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1294065.250000 Penalty: 4877.226562
	Iteration 67Q: 3 clusters Score -1294065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1294082.625000 Penalty: 4877.226562
	Iteration 68Q: 3 clusters Score -1294083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1294098.250000 Penalty: 4877.226562
	Iteration 69Q: 3 clusters Score -1294098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1294111.375000 Penalty: 4877.226562
	Iteration 70Q: 3 clusters Score -1294111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1294122.625000 Penalty: 4877.226562
	Iteration 71Q: 3 clusters Score -1294123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1294129.375000 Penalty: 4877.226562
	Iteration 72Q: 3 clusters Score -1294129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1294138.875000 Penalty: 4877.226562
	Iteration 73Q: 3 clusters Score -1294139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1294145.250000 Penalty: 4877.226562
	Iteration 74Q: 3 clusters Score -1294145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1294159.000000 Penalty: 4877.226562
	Iteration 75Q: 3 clusters Score -1294159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1294163.125000 Penalty: 4877.226562
	Iteration 76Q: 3 clusters Score -1294163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1294167.125000 Penalty: 4877.226562
	Iteration 77Q: 3 clusters Score -1294167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1294168.250000 Penalty: 4877.226562
	Iteration 78Q: 3 clusters Score -1294168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1294172.750000 Penalty: 4877.226562
	Iteration 79Q: 3 clusters Score -1294173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1294178.625000 Penalty: 4877.226562
	Iteration 80F: 3 clusters Score -1294179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1294185.625000 Penalty: 4877.226562
	Iteration 81Q: 3 clusters Score -1294186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1294195.250000 Penalty: 4877.226562
	Iteration 82Q: 3 clusters Score -1294195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1294201.250000 Penalty: 4877.226562
	Iteration 83Q: 3 clusters Score -1294201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1294205.875000 Penalty: 4877.226562
	Iteration 84Q: 3 clusters Score -1294206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1294207.000000 Penalty: 4877.226562
	Iteration 85Q: 3 clusters Score -1294207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1294216.375000 Penalty: 4877.226562
	Iteration 86Q: 3 clusters Score -1294216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1294225.750000 Penalty: 4877.226562
	Iteration 87Q: 3 clusters Score -1294226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1294243.250000 Penalty: 4877.226562
	Iteration 88Q: 3 clusters Score -1294243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1294258.500000 Penalty: 4877.226562
	Iteration 89Q: 3 clusters Score -1294258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1294280.000000 Penalty: 4877.226562
	Iteration 90Q: 3 clusters Score -1294280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1294303.500000 Penalty: 4877.226562
	Iteration 91Q: 3 clusters Score -1294304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1294332.500000 Penalty: 4877.226562
	Iteration 92Q: 3 clusters Score -1294332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1294352.375000 Penalty: 4877.226562
	Iteration 93Q: 3 clusters Score -1294352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1294376.250000 Penalty: 4877.226562
	Iteration 94Q: 3 clusters Score -1294376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1294391.125000 Penalty: 4877.226562
	Iteration 95Q: 3 clusters Score -1294391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1294412.000000 Penalty: 4877.226562
	Iteration 96Q: 3 clusters Score -1294412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1294441.500000 Penalty: 4877.226562
	Iteration 97Q: 3 clusters Score -1294442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1294454.875000 Penalty: 4877.226562
	Iteration 98Q: 3 clusters Score -1294455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1294467.875000 Penalty: 4877.226562
	Iteration 99Q: 3 clusters Score -1294468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1294473.500000 Penalty: 4877.226562
	Iteration 100F: 3 clusters Score -1294474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1294483.500000 Penalty: 4877.226562
	Iteration 101Q: 3 clusters Score -1294484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1294491.125000 Penalty: 4877.226562
	Iteration 102Q: 3 clusters Score -1294491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1294493.875000 Penalty: 4877.226562
	Iteration 103Q: 3 clusters Score -1294494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1294500.750000 Penalty: 4877.226562
	Iteration 104Q: 3 clusters Score -1294501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1294502.875000 Penalty: 4877.226562
	Iteration 105Q: 3 clusters Score -1294503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1294503.625000 Penalty: 4877.226562
	Iteration 106Q: 3 clusters Score -1294504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1294503.875000 Penalty: 4877.226562
	Iteration 107Q: 3 clusters Score -1294504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1294507.375000 Penalty: 4877.226562
	Iteration 108Q: 3 clusters Score -1294507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1294512.625000 Penalty: 4877.226562
	Iteration 109Q: 3 clusters Score -1294513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1294520.000000 Penalty: 4877.226562
	Iteration 110Q: 3 clusters Score -1294520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1294530.375000 Penalty: 4877.226562
	Iteration 111Q: 3 clusters Score -1294530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1294534.250000 Penalty: 4877.226562
	Iteration 112Q: 3 clusters Score -1294534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1294539.125000 Penalty: 4877.226562
	Iteration 113Q: 3 clusters Score -1294539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1294541.375000 Penalty: 4877.226562
	Iteration 114Q: 3 clusters Score -1294541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1294541.125000 Penalty: 4877.226562
	Iteration 115Q: 3 clusters Score -1294541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1294545.250000 Penalty: 4877.226562
	Iteration 116Q: 3 clusters Score -1294545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1294544.625000 Penalty: 4877.226562
	Iteration 117Q: 3 clusters Score -1294545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1294545.875000 Penalty: 4877.226562
	Iteration 118Q: 3 clusters Score -1294546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1294549.500000 Penalty: 4877.226562
	Iteration 119Q: 3 clusters Score -1294550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1294555.500000 Penalty: 4877.226562
	Iteration 120F: 3 clusters Score -1294556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1294561.375000 Penalty: 4877.226562
	Iteration 121Q: 3 clusters Score -1294561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1294565.375000 Penalty: 4877.226562
	Iteration 122Q: 3 clusters Score -1294565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1294566.625000 Penalty: 4877.226562
	Iteration 123Q: 3 clusters Score -1294567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1294571.750000 Penalty: 4877.226562
	Iteration 124Q: 3 clusters Score -1294572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1294570.875000 Penalty: 4877.226562
	Iteration 125Q: 3 clusters Score -1294571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1294577.000000 Penalty: 4877.226562
	Iteration 126Q: 3 clusters Score -1294577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1294577.875000 Penalty: 4877.226562
	Iteration 127Q: 3 clusters Score -1294578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1294578.375000 Penalty: 4877.226562
	Iteration 128Q: 3 clusters Score -1294578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1294581.625000 Penalty: 4877.226562
	Iteration 129Q: 3 clusters Score -1294582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1294584.250000 Penalty: 4877.226562
	Iteration 130Q: 3 clusters Score -1294584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1294583.500000 Penalty: 4877.226562
	Iteration 131Q: 3 clusters Score -1294584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1294583.500000 Penalty: 4877.226562
	Iteration 132F: 3 clusters Score -1294584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Entering Unmasked Estep 
Score: -7836248.000000 Penalty: 2843.250977
	Iteration 0F: 2 clusters Score -7836248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -7772645.000000 Penalty: 5686.501953
	Iteration 0F: 3 clusters Score -7772645 nChanged 44886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -7798246.000000 Penalty: 5686.501953
	Iteration 1F: 3 clusters Score -7798246 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -7799356.000000 Penalty: 5686.501953
	Iteration 2Q: 3 clusters Score -7799356 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7801056.000000 Penalty: 5686.501953
	Iteration 3Q: 3 clusters Score -7801056 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -7803870.500000 Penalty: 5686.501953
	Iteration 4F: 3 clusters Score -7803870 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -7808447.500000 Penalty: 5686.501953
	Iteration 5F: 3 clusters Score -7808448 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -7815040.500000 Penalty: 5686.501953
	Iteration 6F: 3 clusters Score -7815040 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -7822162.500000 Penalty: 5686.501953
	Iteration 7F: 3 clusters Score -7822162 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -7827808.500000 Penalty: 5686.501953
	Iteration 8F: 3 clusters Score -7827808 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -7830372.500000 Penalty: 5686.501953
	Iteration 9Q: 3 clusters Score -7830372 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -7831159.500000 Penalty: 5686.501953
	Iteration 10Q: 3 clusters Score -7831160 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -7831524.500000 Penalty: 5686.501953
	Iteration 11Q: 3 clusters Score -7831524 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -7831836.000000 Penalty: 5686.501953
	Iteration 12Q: 3 clusters Score -7831836 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -7831994.500000 Penalty: 5686.501953
	Iteration 13Q: 3 clusters Score -7831994 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -7832158.500000 Penalty: 5686.501953
	Iteration 14Q: 3 clusters Score -7832158 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7832315.500000 Penalty: 5686.501953
	Iteration 15Q: 3 clusters Score -7832316 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -7832483.000000 Penalty: 5686.501953
	Iteration 16Q: 3 clusters Score -7832483 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -7832645.000000 Penalty: 5686.501953
	Iteration 17Q: 3 clusters Score -7832645 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -7832825.500000 Penalty: 5686.501953
	Iteration 18Q: 3 clusters Score -7832826 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -7832920.500000 Penalty: 5686.501953
	Iteration 19Q: 3 clusters Score -7832920 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7833051.000000 Penalty: 5686.501953
	Iteration 20F: 3 clusters Score -7833051 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -7833184.000000 Penalty: 5686.501953
	Iteration 21Q: 3 clusters Score -7833184 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -7833241.500000 Penalty: 5686.501953
	Iteration 22Q: 3 clusters Score -7833242 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7833315.000000 Penalty: 5686.501953
	Iteration 23Q: 3 clusters Score -7833315 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -7833361.500000 Penalty: 5686.501953
	Iteration 24Q: 3 clusters Score -7833362 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -7833427.500000 Penalty: 5686.501953
	Iteration 25Q: 3 clusters Score -7833428 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -7833460.500000 Penalty: 5686.501953
	Iteration 26Q: 3 clusters Score -7833460 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7833559.500000 Penalty: 5686.501953
	Iteration 27Q: 3 clusters Score -7833560 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7833627.500000 Penalty: 5686.501953
	Iteration 28Q: 3 clusters Score -7833628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -7833711.000000 Penalty: 5686.501953
	Iteration 29Q: 3 clusters Score -7833711 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7833760.500000 Penalty: 5686.501953
	Iteration 30Q: 3 clusters Score -7833760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7833815.500000 Penalty: 5686.501953
	Iteration 31Q: 3 clusters Score -7833816 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90371 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -7833852.500000 Penalty: 5686.501953
	Iteration 32Q: 3 clusters Score -7833852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -7833879.500000 Penalty: 5686.501953
	Iteration 33Q: 3 clusters Score -7833880 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -7833942.000000 Penalty: 5686.501953
	Iteration 34Q: 3 clusters Score -7833942 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7834001.000000 Penalty: 5686.501953
	Iteration 35Q: 3 clusters Score -7834001 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7834053.000000 Penalty: 5686.501953
	Iteration 36Q: 3 clusters Score -7834053 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7834072.000000 Penalty: 5686.501953
	Iteration 37Q: 3 clusters Score -7834072 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7834126.500000 Penalty: 5686.501953
	Iteration 38Q: 3 clusters Score -7834126 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7834180.500000 Penalty: 5686.501953
	Iteration 39Q: 3 clusters Score -7834180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7834211.500000 Penalty: 5686.501953
	Iteration 40F: 3 clusters Score -7834212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7834224.000000 Penalty: 5686.501953
	Iteration 41Q: 3 clusters Score -7834224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7834244.500000 Penalty: 5686.501953
	Iteration 42Q: 3 clusters Score -7834244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7834271.000000 Penalty: 5686.501953
	Iteration 43Q: 3 clusters Score -7834271 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92094 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7834282.500000 Penalty: 5686.501953
	Iteration 44Q: 3 clusters Score -7834282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7834286.500000 Penalty: 5686.501953
	Iteration 45Q: 3 clusters Score -7834286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7834277.000000 Penalty: 5686.501953
	Iteration 46Q: 3 clusters Score -7834277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7834282.500000 Penalty: 5686.501953
	Iteration 47Q: 3 clusters Score -7834282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7834312.000000 Penalty: 5686.501953
	Iteration 48Q: 3 clusters Score -7834312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7834320.000000 Penalty: 5686.501953
	Iteration 49Q: 3 clusters Score -7834320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7834330.500000 Penalty: 5686.501953
	Iteration 50Q: 3 clusters Score -7834330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7834318.000000 Penalty: 5686.501953
	Iteration 51Q: 3 clusters Score -7834318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7834324.000000 Penalty: 5686.501953
	Iteration 52Q: 3 clusters Score -7834324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7834330.000000 Penalty: 5686.501953
	Iteration 53Q: 3 clusters Score -7834330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7834343.500000 Penalty: 5686.501953
	Iteration 54Q: 3 clusters Score -7834344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92684 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7834357.000000 Penalty: 5686.501953
	Iteration 55Q: 3 clusters Score -7834357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7834361.500000 Penalty: 5686.501953
	Iteration 56Q: 3 clusters Score -7834362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7834367.000000 Penalty: 5686.501953
	Iteration 57Q: 3 clusters Score -7834367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7834376.000000 Penalty: 5686.501953
	Iteration 58Q: 3 clusters Score -7834376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7834388.000000 Penalty: 5686.501953
	Iteration 59Q: 3 clusters Score -7834388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7834386.000000 Penalty: 5686.501953
	Iteration 60F: 3 clusters Score -7834386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7834386.000000 Penalty: 5686.501953
	Iteration 61Q: 3 clusters Score -7834386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7834398.000000 Penalty: 5686.501953
	Iteration 62Q: 3 clusters Score -7834398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7834401.500000 Penalty: 5686.501953
	Iteration 63Q: 3 clusters Score -7834402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7834407.000000 Penalty: 5686.501953
	Iteration 64Q: 3 clusters Score -7834407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7834399.500000 Penalty: 5686.501953
	Iteration 65Q: 3 clusters Score -7834400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7834399.500000 Penalty: 5686.501953
	Iteration 66Q: 3 clusters Score -7834400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7834411.500000 Penalty: 5686.501953
	Iteration 67Q: 3 clusters Score -7834412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7834418.500000 Penalty: 5686.501953
	Iteration 68Q: 3 clusters Score -7834418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7834427.000000 Penalty: 5686.501953
	Iteration 69Q: 3 clusters Score -7834427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7834430.500000 Penalty: 5686.501953
	Iteration 70Q: 3 clusters Score -7834430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7834424.500000 Penalty: 5686.501953
	Iteration 71Q: 3 clusters Score -7834424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7834432.000000 Penalty: 5686.501953
	Iteration 72Q: 3 clusters Score -7834432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7834420.000000 Penalty: 5686.501953
	Iteration 73Q: 3 clusters Score -7834420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7834433.000000 Penalty: 5686.501953
	Iteration 74Q: 3 clusters Score -7834433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7834428.500000 Penalty: 5686.501953
	Iteration 75Q: 3 clusters Score -7834428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7834430.000000 Penalty: 5686.501953
	Iteration 76Q: 3 clusters Score -7834430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7834423.500000 Penalty: 5686.501953
	Iteration 77Q: 3 clusters Score -7834424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7834418.000000 Penalty: 5686.501953
	Iteration 78Q: 3 clusters Score -7834418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7834418.000000 Penalty: 5686.501953
	Iteration 79Q: 3 clusters Score -7834418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7834416.000000 Penalty: 5686.501953
	Iteration 80F: 3 clusters Score -7834416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7834416.000000 Penalty: 5686.501953
	Iteration 81Q: 3 clusters Score -7834416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7834413.500000 Penalty: 5686.501953
	Iteration 82Q: 3 clusters Score -7834414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7834415.500000 Penalty: 5686.501953
	Iteration 83Q: 3 clusters Score -7834416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93087 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7834403.000000 Penalty: 5686.501953
	Iteration 84Q: 3 clusters Score -7834403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7834402.000000 Penalty: 5686.501953
	Iteration 85Q: 3 clusters Score -7834402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7834410.000000 Penalty: 5686.501953
	Iteration 86Q: 3 clusters Score -7834410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7834410.000000 Penalty: 5686.501953
	Iteration 87F: 3 clusters Score -7834410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Entering Unmasked Estep 
Score: -1304736.625000 Penalty: 2403.607178
	Iteration 0F: 2 clusters Score -1304737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1293169.250000 Penalty: 4807.214355
	Iteration 0F: 3 clusters Score -1293169 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1296788.125000 Penalty: 4807.214355
	Iteration 1F: 3 clusters Score -1296788 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1297118.375000 Penalty: 4807.214355
	Iteration 2F: 3 clusters Score -1297118 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1297419.250000 Penalty: 4807.214355
	Iteration 3Q: 3 clusters Score -1297419 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1297737.000000 Penalty: 4807.214355
	Iteration 4Q: 3 clusters Score -1297737 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1298095.875000 Penalty: 4807.214355
	Iteration 5Q: 3 clusters Score -1298096 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1298509.750000 Penalty: 4807.214355
	Iteration 6Q: 3 clusters Score -1298510 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1299016.125000 Penalty: 4807.214355
	Iteration 7F: 3 clusters Score -1299016 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1299571.125000 Penalty: 4807.214355
	Iteration 8F: 3 clusters Score -1299571 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1300183.875000 Penalty: 4807.214355
	Iteration 9F: 3 clusters Score -1300184 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1300782.250000 Penalty: 4807.214355
	Iteration 10Q: 3 clusters Score -1300782 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1301350.500000 Penalty: 4807.214355
	Iteration 11Q: 3 clusters Score -1301350 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1301827.250000 Penalty: 4807.214355
	Iteration 12Q: 3 clusters Score -1301827 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1302180.750000 Penalty: 4807.214355
	Iteration 13Q: 3 clusters Score -1302181 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1302428.625000 Penalty: 4807.214355
	Iteration 14Q: 3 clusters Score -1302429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1302548.000000 Penalty: 4807.214355
	Iteration 15Q: 3 clusters Score -1302548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1302605.000000 Penalty: 4807.214355
	Iteration 16Q: 3 clusters Score -1302605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1302637.250000 Penalty: 4807.214355
	Iteration 17Q: 3 clusters Score -1302637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1302667.500000 Penalty: 4807.214355
	Iteration 18Q: 3 clusters Score -1302668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1302690.250000 Penalty: 4807.214355
	Iteration 19Q: 3 clusters Score -1302690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1302703.250000 Penalty: 4807.214355
	Iteration 20F: 3 clusters Score -1302703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1302709.875000 Penalty: 4807.214355
	Iteration 21Q: 3 clusters Score -1302710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1302713.000000 Penalty: 4807.214355
	Iteration 22Q: 3 clusters Score -1302713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1302710.875000 Penalty: 4807.214355
	Iteration 23Q: 3 clusters Score -1302711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1302715.625000 Penalty: 4807.214355
	Iteration 24Q: 3 clusters Score -1302716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1302717.125000 Penalty: 4807.214355
	Iteration 25Q: 3 clusters Score -1302717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1302721.750000 Penalty: 4807.214355
	Iteration 26Q: 3 clusters Score -1302722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1302721.625000 Penalty: 4807.214355
	Iteration 27Q: 3 clusters Score -1302722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1302726.750000 Penalty: 4807.214355
	Iteration 28Q: 3 clusters Score -1302727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1302728.875000 Penalty: 4807.214355
	Iteration 29Q: 3 clusters Score -1302729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1302729.625000 Penalty: 4807.214355
	Iteration 30Q: 3 clusters Score -1302730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1302731.875000 Penalty: 4807.214355
	Iteration 31Q: 3 clusters Score -1302732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1302734.000000 Penalty: 4807.214355
	Iteration 32Q: 3 clusters Score -1302734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1302732.375000 Penalty: 4807.214355
	Iteration 33Q: 3 clusters Score -1302732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1302732.375000 Penalty: 4807.214355
	Iteration 34F: 3 clusters Score -1302732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844525 members 
Entering Unmasked Estep 
Score: -68196256.000000 Penalty: 3384.339355
	Iteration 0F: 2 clusters Score -6.819626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421932 members 
Mstep: Class 2 contains 422593 members 
Entering Unmasked Estep 
Score: -67632608.000000 Penalty: 6768.678711
	Iteration 0F: 3 clusters Score -6.763261e+07 nChanged 414355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412513 members 
Mstep: Class 2 contains 432012 members 
Entering Unmasked Estep 
Score: -67884888.000000 Penalty: 6768.678711
	Iteration 1F: 3 clusters Score -6.788489e+07 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405515 members 
Mstep: Class 2 contains 439010 members 
Entering Unmasked Estep 
Score: -67888104.000000 Penalty: 6768.678711
	Iteration 2Q: 3 clusters Score -6.78881e+07 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394483 members 
Mstep: Class 2 contains 450042 members 
Entering Unmasked Estep 
Score: -67892536.000000 Penalty: 6768.678711
	Iteration 3Q: 3 clusters Score -6.789254e+07 nChanged 26298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376821 members 
Mstep: Class 2 contains 467704 members 
Entering Unmasked Estep 
Score: -67899584.000000 Penalty: 6768.678711
	Iteration 4Q: 3 clusters Score -6.789958e+07 nChanged 34249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349440 members 
Mstep: Class 2 contains 495085 members 
Entering Unmasked Estep 
Score: -67912200.000000 Penalty: 6768.678711
	Iteration 5Q: 3 clusters Score -6.79122e+07 nChanged 45499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308597 members 
Mstep: Class 2 contains 535928 members 
Entering Unmasked Estep 
Score: -67936704.000000 Penalty: 6768.678711
	Iteration 6F: 3 clusters Score -6.79367e+07 nChanged 58924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252559 members 
Mstep: Class 2 contains 591966 members 
Entering Unmasked Estep 
Score: -67978128.000000 Penalty: 6768.678711
	Iteration 7F: 3 clusters Score -6.797813e+07 nChanged 66796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 657242 members 
Entering Unmasked Estep 
Score: -68034272.000000 Penalty: 6768.678711
	Iteration 8F: 3 clusters Score -6.803427e+07 nChanged 61227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127050 members 
Mstep: Class 2 contains 717475 members 
Entering Unmasked Estep 
Score: -68089584.000000 Penalty: 6768.678711
	Iteration 9F: 3 clusters Score -6.808958e+07 nChanged 44030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 760807 members 
Entering Unmasked Estep 
Score: -68129760.000000 Penalty: 6768.678711
	Iteration 10F: 3 clusters Score -6.812976e+07 nChanged 27746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 787993 members 
Entering Unmasked Estep 
Score: -68153224.000000 Penalty: 6768.678711
	Iteration 11Q: 3 clusters Score -6.815322e+07 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 805603 members 
Entering Unmasked Estep 
Score: -68166960.000000 Penalty: 6768.678711
	Iteration 12Q: 3 clusters Score -6.816696e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 817808 members 
Entering Unmasked Estep 
Score: -68176336.000000 Penalty: 6768.678711
	Iteration 13Q: 3 clusters Score -6.817634e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 826291 members 
Entering Unmasked Estep 
Score: -68182352.000000 Penalty: 6768.678711
	Iteration 14Q: 3 clusters Score -6.818235e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 832293 members 
Entering Unmasked Estep 
Score: -68186360.000000 Penalty: 6768.678711
	Iteration 15Q: 3 clusters Score -6.818636e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 836499 members 
Entering Unmasked Estep 
Score: -68189184.000000 Penalty: 6768.678711
	Iteration 16Q: 3 clusters Score -6.818918e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 839353 members 
Entering Unmasked Estep 
Score: -68191024.000000 Penalty: 6768.678711
	Iteration 17Q: 3 clusters Score -6.819102e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 841147 members 
Entering Unmasked Estep 
Score: -68191728.000000 Penalty: 6768.678711
	Iteration 18Q: 3 clusters Score -6.819173e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 842271 members 
Entering Unmasked Estep 
Score: -68192440.000000 Penalty: 6768.678711
	Iteration 19Q: 3 clusters Score -6.819244e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 842899 members 
Entering Unmasked Estep 
Score: -68192712.000000 Penalty: 6768.678711
	Iteration 20F: 3 clusters Score -6.819271e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 843264 members 
Entering Unmasked Estep 
Score: -68192928.000000 Penalty: 6768.678711
	Iteration 21Q: 3 clusters Score -6.819293e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 843450 members 
Entering Unmasked Estep 
Score: -68193048.000000 Penalty: 6768.678711
	Iteration 22Q: 3 clusters Score -6.819305e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 843593 members 
Entering Unmasked Estep 
Score: -68193104.000000 Penalty: 6768.678711
	Iteration 23Q: 3 clusters Score -6.81931e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 843668 members 
Entering Unmasked Estep 
Score: -68193160.000000 Penalty: 6768.678711
	Iteration 24Q: 3 clusters Score -6.819316e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 843726 members 
Entering Unmasked Estep 
Score: -68193160.000000 Penalty: 6768.678711
	Iteration 25Q: 3 clusters Score -6.819316e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 843770 members 
Entering Unmasked Estep 
Score: -68193192.000000 Penalty: 6768.678711
	Iteration 26Q: 3 clusters Score -6.819319e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 843800 members 
Entering Unmasked Estep 
Score: -68193232.000000 Penalty: 6768.678711
	Iteration 27Q: 3 clusters Score -6.819323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 843824 members 
Entering Unmasked Estep 
Score: -68193272.000000 Penalty: 6768.678711
	Iteration 28Q: 3 clusters Score -6.819327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 843841 members 
Entering Unmasked Estep 
Score: -68193280.000000 Penalty: 6768.678711
	Iteration 29Q: 3 clusters Score -6.819328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 843850 members 
Entering Unmasked Estep 
Score: -68193296.000000 Penalty: 6768.678711
	Iteration 30Q: 3 clusters Score -6.81933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 843864 members 
Entering Unmasked Estep 
Score: -68193384.000000 Penalty: 6768.678711
	Iteration 31Q: 3 clusters Score -6.819338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 843877 members 
Entering Unmasked Estep 
Score: -68193360.000000 Penalty: 6768.678711
	Iteration 32Q: 3 clusters Score -6.819336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 843889 members 
Entering Unmasked Estep 
Score: -68193352.000000 Penalty: 6768.678711
	Iteration 33Q: 3 clusters Score -6.819335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 843896 members 
Entering Unmasked Estep 
Score: -68193392.000000 Penalty: 6768.678711
	Iteration 34Q: 3 clusters Score -6.819339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 843907 members 
Entering Unmasked Estep 
Score: -68193408.000000 Penalty: 6768.678711
	Iteration 35Q: 3 clusters Score -6.819341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 843920 members 
Entering Unmasked Estep 
Score: -68193400.000000 Penalty: 6768.678711
	Iteration 36Q: 3 clusters Score -6.81934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 843927 members 
Entering Unmasked Estep 
Score: -68193392.000000 Penalty: 6768.678711
	Iteration 37Q: 3 clusters Score -6.819339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 843933 members 
Entering Unmasked Estep 
Score: -68193408.000000 Penalty: 6768.678711
	Iteration 38Q: 3 clusters Score -6.819341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 843937 members 
Entering Unmasked Estep 
Score: -68193432.000000 Penalty: 6768.678711
	Iteration 39Q: 3 clusters Score -6.819343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 843938 members 
Entering Unmasked Estep 
Score: -68193472.000000 Penalty: 6768.678711
	Iteration 40F: 3 clusters Score -6.819347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 843943 members 
Entering Unmasked Estep 
Score: -68193464.000000 Penalty: 6768.678711
	Iteration 41Q: 3 clusters Score -6.819346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 843944 members 
Entering Unmasked Estep 
Score: -68193456.000000 Penalty: 6768.678711
	Iteration 42Q: 3 clusters Score -6.819346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 843944 members 
Entering Unmasked Estep 
Score: -68193456.000000 Penalty: 6768.678711
	Iteration 43F: 3 clusters Score -6.819346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Entering Unmasked Estep 
Score: -2786694.500000 Penalty: 2587.996094
	Iteration 0F: 2 clusters Score -2786694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2763429.750000 Penalty: 5175.992188
	Iteration 0F: 3 clusters Score -2763430 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2771910.500000 Penalty: 5175.992188
	Iteration 1F: 3 clusters Score -2771910 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2772653.250000 Penalty: 5175.992188
	Iteration 2F: 3 clusters Score -2772653 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2773561.750000 Penalty: 5175.992188
	Iteration 3F: 3 clusters Score -2773562 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2774675.000000 Penalty: 5175.992188
	Iteration 4F: 3 clusters Score -2774675 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2776180.250000 Penalty: 5175.992188
	Iteration 5F: 3 clusters Score -2776180 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2778115.750000 Penalty: 5175.992188
	Iteration 6F: 3 clusters Score -2778116 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2780237.250000 Penalty: 5175.992188
	Iteration 7F: 3 clusters Score -2780237 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -2781777.500000 Penalty: 5175.992188
	Iteration 8Q: 3 clusters Score -2781778 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -2782740.750000 Penalty: 5175.992188
	Iteration 9Q: 3 clusters Score -2782741 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -2783301.000000 Penalty: 5175.992188
	Iteration 10Q: 3 clusters Score -2783301 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -2783656.750000 Penalty: 5175.992188
	Iteration 11Q: 3 clusters Score -2783657 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -2783887.500000 Penalty: 5175.992188
	Iteration 12Q: 3 clusters Score -2783888 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -2784057.000000 Penalty: 5175.992188
	Iteration 13Q: 3 clusters Score -2784057 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -2784158.750000 Penalty: 5175.992188
	Iteration 14Q: 3 clusters Score -2784159 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -2784261.500000 Penalty: 5175.992188
	Iteration 15Q: 3 clusters Score -2784262 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -2784356.000000 Penalty: 5175.992188
	Iteration 16Q: 3 clusters Score -2784356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -2784430.500000 Penalty: 5175.992188
	Iteration 17Q: 3 clusters Score -2784430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -2784490.750000 Penalty: 5175.992188
	Iteration 18Q: 3 clusters Score -2784491 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2784578.750000 Penalty: 5175.992188
	Iteration 19Q: 3 clusters Score -2784579 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -2784670.750000 Penalty: 5175.992188
	Iteration 20F: 3 clusters Score -2784671 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -2784765.750000 Penalty: 5175.992188
	Iteration 21Q: 3 clusters Score -2784766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -2784829.000000 Penalty: 5175.992188
	Iteration 22Q: 3 clusters Score -2784829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -2784879.250000 Penalty: 5175.992188
	Iteration 23Q: 3 clusters Score -2784879 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -2784920.500000 Penalty: 5175.992188
	Iteration 24Q: 3 clusters Score -2784920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -2784951.500000 Penalty: 5175.992188
	Iteration 25Q: 3 clusters Score -2784952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -2784966.250000 Penalty: 5175.992188
	Iteration 26Q: 3 clusters Score -2784966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -2784977.000000 Penalty: 5175.992188
	Iteration 27Q: 3 clusters Score -2784977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -2784980.000000 Penalty: 5175.992188
	Iteration 28Q: 3 clusters Score -2784980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -2784987.500000 Penalty: 5175.992188
	Iteration 29Q: 3 clusters Score -2784988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2784997.250000 Penalty: 5175.992188
	Iteration 30Q: 3 clusters Score -2784997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -2785000.250000 Penalty: 5175.992188
	Iteration 31Q: 3 clusters Score -2785000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -2785011.000000 Penalty: 5175.992188
	Iteration 32Q: 3 clusters Score -2785011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -2785019.500000 Penalty: 5175.992188
	Iteration 33Q: 3 clusters Score -2785020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2785018.750000 Penalty: 5175.992188
	Iteration 34Q: 3 clusters Score -2785019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -2785025.000000 Penalty: 5175.992188
	Iteration 35Q: 3 clusters Score -2785025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -2785027.250000 Penalty: 5175.992188
	Iteration 36Q: 3 clusters Score -2785027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -2785018.000000 Penalty: 5175.992188
	Iteration 37Q: 3 clusters Score -2785018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -2785025.250000 Penalty: 5175.992188
	Iteration 38Q: 3 clusters Score -2785025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -2785029.750000 Penalty: 5175.992188
	Iteration 39Q: 3 clusters Score -2785030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2785031.250000 Penalty: 5175.992188
	Iteration 40F: 3 clusters Score -2785031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -2785034.250000 Penalty: 5175.992188
	Iteration 41Q: 3 clusters Score -2785034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -2785036.750000 Penalty: 5175.992188
	Iteration 42Q: 3 clusters Score -2785037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -2785036.250000 Penalty: 5175.992188
	Iteration 43Q: 3 clusters Score -2785036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -2785034.000000 Penalty: 5175.992188
	Iteration 44Q: 3 clusters Score -2785034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -2785041.250000 Penalty: 5175.992188
	Iteration 45Q: 3 clusters Score -2785041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -2785046.500000 Penalty: 5175.992188
	Iteration 46Q: 3 clusters Score -2785046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -2785040.000000 Penalty: 5175.992188
	Iteration 47Q: 3 clusters Score -2785040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -2785042.750000 Penalty: 5175.992188
	Iteration 48Q: 3 clusters Score -2785043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -2785045.500000 Penalty: 5175.992188
	Iteration 49Q: 3 clusters Score -2785046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -2785046.500000 Penalty: 5175.992188
	Iteration 50Q: 3 clusters Score -2785046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -2785045.250000 Penalty: 5175.992188
	Iteration 51Q: 3 clusters Score -2785045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -2785046.250000 Penalty: 5175.992188
	Iteration 52Q: 3 clusters Score -2785046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -2785044.500000 Penalty: 5175.992188
	Iteration 53Q: 3 clusters Score -2785044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -2785047.250000 Penalty: 5175.992188
	Iteration 54Q: 3 clusters Score -2785047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -2785047.750000 Penalty: 5175.992188
	Iteration 55Q: 3 clusters Score -2785048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -2785047.750000 Penalty: 5175.992188
	Iteration 56F: 3 clusters Score -2785048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (284925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284925 members 
Entering Unmasked Estep 
Score: -23003518.000000 Penalty: 3114.875488
	Iteration 0F: 2 clusters Score -2.300352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -22812170.000000 Penalty: 6229.750977
	Iteration 0F: 3 clusters Score -2.281217e+07 nChanged 138064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 140361 members 
Entering Unmasked Estep 
Score: -22894076.000000 Penalty: 6229.750977
	Iteration 1F: 3 clusters Score -2.289408e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146276 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -22895776.000000 Penalty: 6229.750977
	Iteration 2Q: 3 clusters Score -2.289578e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -22897668.000000 Penalty: 6229.750977
	Iteration 3Q: 3 clusters Score -2.289767e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 132282 members 
Entering Unmasked Estep 
Score: -22900724.000000 Penalty: 6229.750977
	Iteration 4Q: 3 clusters Score -2.290072e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158484 members 
Mstep: Class 2 contains 126441 members 
Entering Unmasked Estep 
Score: -22905756.000000 Penalty: 6229.750977
	Iteration 5Q: 3 clusters Score -2.290576e+07 nChanged 15519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166837 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -22914732.000000 Penalty: 6229.750977
	Iteration 6F: 3 clusters Score -2.291473e+07 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177875 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -22929364.000000 Penalty: 6229.750977
	Iteration 7F: 3 clusters Score -2.292936e+07 nChanged 21495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190286 members 
Mstep: Class 2 contains 94639 members 
Entering Unmasked Estep 
Score: -22948496.000000 Penalty: 6229.750977
	Iteration 8F: 3 clusters Score -2.29485e+07 nChanged 20385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201855 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -22967076.000000 Penalty: 6229.750977
	Iteration 9F: 3 clusters Score -2.296708e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210769 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -22979600.000000 Penalty: 6229.750977
	Iteration 10F: 3 clusters Score -2.29796e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217619 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -22986226.000000 Penalty: 6229.750977
	Iteration 11Q: 3 clusters Score -2.298623e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223867 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -22990652.000000 Penalty: 6229.750977
	Iteration 12Q: 3 clusters Score -2.299065e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229720 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -22994182.000000 Penalty: 6229.750977
	Iteration 13Q: 3 clusters Score -2.299418e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235106 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -22997684.000000 Penalty: 6229.750977
	Iteration 14Q: 3 clusters Score -2.299768e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239901 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -23000958.000000 Penalty: 6229.750977
	Iteration 15Q: 3 clusters Score -2.300096e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244145 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -23004266.000000 Penalty: 6229.750977
	Iteration 16Q: 3 clusters Score -2.300427e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247605 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -23006810.000000 Penalty: 6229.750977
	Iteration 17Q: 3 clusters Score -2.300681e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250302 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -23008212.000000 Penalty: 6229.750977
	Iteration 18Q: 3 clusters Score -2.300821e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252367 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -23009176.000000 Penalty: 6229.750977
	Iteration 19Q: 3 clusters Score -2.300918e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253992 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -23009790.000000 Penalty: 6229.750977
	Iteration 20F: 3 clusters Score -2.300979e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255323 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -23010016.000000 Penalty: 6229.750977
	Iteration 21Q: 3 clusters Score -2.301002e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256366 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -23010252.000000 Penalty: 6229.750977
	Iteration 22Q: 3 clusters Score -2.301025e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257246 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -23010416.000000 Penalty: 6229.750977
	Iteration 23Q: 3 clusters Score -2.301042e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257941 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -23010544.000000 Penalty: 6229.750977
	Iteration 24Q: 3 clusters Score -2.301054e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258532 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -23010660.000000 Penalty: 6229.750977
	Iteration 25Q: 3 clusters Score -2.301066e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259020 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -23010690.000000 Penalty: 6229.750977
	Iteration 26Q: 3 clusters Score -2.301069e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259417 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -23010726.000000 Penalty: 6229.750977
	Iteration 27Q: 3 clusters Score -2.301073e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259741 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -23010782.000000 Penalty: 6229.750977
	Iteration 28Q: 3 clusters Score -2.301078e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260025 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -23010780.000000 Penalty: 6229.750977
	Iteration 29Q: 3 clusters Score -2.301078e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260257 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -23010798.000000 Penalty: 6229.750977
	Iteration 30Q: 3 clusters Score -2.30108e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260453 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -23010798.000000 Penalty: 6229.750977
	Iteration 31Q: 3 clusters Score -2.30108e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260629 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -23010836.000000 Penalty: 6229.750977
	Iteration 32Q: 3 clusters Score -2.301084e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260781 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -23010888.000000 Penalty: 6229.750977
	Iteration 33Q: 3 clusters Score -2.301089e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260901 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -23010908.000000 Penalty: 6229.750977
	Iteration 34Q: 3 clusters Score -2.301091e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261019 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -23010936.000000 Penalty: 6229.750977
	Iteration 35Q: 3 clusters Score -2.301094e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261128 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -23010944.000000 Penalty: 6229.750977
	Iteration 36Q: 3 clusters Score -2.301094e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261201 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -23010936.000000 Penalty: 6229.750977
	Iteration 37Q: 3 clusters Score -2.301094e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261262 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -23010924.000000 Penalty: 6229.750977
	Iteration 38Q: 3 clusters Score -2.301092e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261315 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -23010930.000000 Penalty: 6229.750977
	Iteration 39Q: 3 clusters Score -2.301093e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261358 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -23010962.000000 Penalty: 6229.750977
	Iteration 40F: 3 clusters Score -2.301096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261389 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -23010956.000000 Penalty: 6229.750977
	Iteration 41Q: 3 clusters Score -2.301096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261410 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -23010938.000000 Penalty: 6229.750977
	Iteration 42Q: 3 clusters Score -2.301094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261427 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -23010948.000000 Penalty: 6229.750977
	Iteration 43Q: 3 clusters Score -2.301095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261444 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -23010934.000000 Penalty: 6229.750977
	Iteration 44Q: 3 clusters Score -2.301093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261459 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -23010940.000000 Penalty: 6229.750977
	Iteration 45Q: 3 clusters Score -2.301094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261473 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -23010948.000000 Penalty: 6229.750977
	Iteration 46Q: 3 clusters Score -2.301095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261479 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -23010958.000000 Penalty: 6229.750977
	Iteration 47Q: 3 clusters Score -2.301096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261486 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -23010964.000000 Penalty: 6229.750977
	Iteration 48Q: 3 clusters Score -2.301096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261489 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -23010962.000000 Penalty: 6229.750977
	Iteration 49Q: 3 clusters Score -2.301096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261499 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -23010928.000000 Penalty: 6229.750977
	Iteration 50Q: 3 clusters Score -2.301093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261503 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -23010940.000000 Penalty: 6229.750977
	Iteration 51Q: 3 clusters Score -2.301094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261506 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -23010922.000000 Penalty: 6229.750977
	Iteration 52Q: 3 clusters Score -2.301092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261509 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -23010918.000000 Penalty: 6229.750977
	Iteration 53Q: 3 clusters Score -2.301092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261510 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -23010924.000000 Penalty: 6229.750977
	Iteration 54Q: 3 clusters Score -2.301092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261510 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -23010924.000000 Penalty: 6229.750977
	Iteration 55F: 3 clusters Score -2.301092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 29152 members 
Mstep: Class 3 contains 17175 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 18641 members 
Mstep: Class 7 contains 95294 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 844525 members 
Mstep: Class 10 contains 34046 members 
Mstep: Class 11 contains 261510 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22881 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 24968 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 48704 members 
Mstep: Class 19 contains 52743 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 162286 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24900 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5169 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 23415 members 
Entering Unmasked Estep 
Score: -142797968.000000 Penalty: 114399.593750
Splitting cluster 11 changes total score from -142792976.000000 to -142797968.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -381160.750000 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -381160.8 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 2402 members 
Entering Unmasked Estep 
Score: -376733.906250 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -376733.9 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -377762.125000 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -377762.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -377963.218750 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -377963.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -378115.500000 Penalty: 4218.539551
	Iteration 3Q: 3 clusters Score -378115.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -378240.218750 Penalty: 4218.539551
	Iteration 4Q: 3 clusters Score -378240.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -378366.656250 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -378366.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -378503.031250 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -378503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -378665.531250 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -378665.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -378852.562500 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -378852.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -379032.218750 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -379032.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -379190.812500 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -379190.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -379324.062500 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -379324.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -379440.812500 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -379440.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -379531.031250 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -379531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -379588.312500 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -379588.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -379649.593750 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -379649.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -379693.250000 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -379693.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -379719.875000 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -379719.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -379748.437500 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -379748.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -379762.625000 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -379762.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -379777.093750 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -379777.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -379785.218750 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -379785.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -379793.375000 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -379793.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -379799.062500 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -379799.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -379803.437500 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -379803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -379805.593750 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -379805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -379807.687500 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -379807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -379810.218750 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -379810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -379811.593750 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -379811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -379811.093750 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -379811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -379813.906250 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -379813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -379814.718750 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -379814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -379815.281250 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -379815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -379815.750000 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -379815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -379816.031250 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -379816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -379816.312500 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -379816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -379816.968750 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -379817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -379816.937500 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -379816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -379816.937500 Penalty: 4218.539551
	Iteration 38F: 3 clusters Score -379816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Entering Unmasked Estep 
Score: -1788515.500000 Penalty: 2489.439453
	Iteration 0F: 2 clusters Score -1788516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1772564.125000 Penalty: 4978.878906
	Iteration 0F: 3 clusters Score -1772564 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1778239.250000 Penalty: 4978.878906
	Iteration 1F: 3 clusters Score -1778239 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1778873.500000 Penalty: 4978.878906
	Iteration 2F: 3 clusters Score -1778874 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1779550.000000 Penalty: 4978.878906
	Iteration 3F: 3 clusters Score -1779550 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1780333.750000 Penalty: 4978.878906
	Iteration 4F: 3 clusters Score -1780334 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1781159.750000 Penalty: 4978.878906
	Iteration 5F: 3 clusters Score -1781160 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1782054.750000 Penalty: 4978.878906
	Iteration 6F: 3 clusters Score -1782055 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1782948.500000 Penalty: 4978.878906
	Iteration 7F: 3 clusters Score -1782948 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1783845.625000 Penalty: 4978.878906
	Iteration 8F: 3 clusters Score -1783846 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1784629.750000 Penalty: 4978.878906
	Iteration 9Q: 3 clusters Score -1784630 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1785349.875000 Penalty: 4978.878906
	Iteration 10Q: 3 clusters Score -1785350 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1785973.875000 Penalty: 4978.878906
	Iteration 11Q: 3 clusters Score -1785974 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1786444.250000 Penalty: 4978.878906
	Iteration 12Q: 3 clusters Score -1786444 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1786716.000000 Penalty: 4978.878906
	Iteration 13Q: 3 clusters Score -1786716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1786877.125000 Penalty: 4978.878906
	Iteration 14Q: 3 clusters Score -1786877 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1786953.500000 Penalty: 4978.878906
	Iteration 15Q: 3 clusters Score -1786954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1787005.750000 Penalty: 4978.878906
	Iteration 16Q: 3 clusters Score -1787006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1787035.375000 Penalty: 4978.878906
	Iteration 17Q: 3 clusters Score -1787035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1787061.125000 Penalty: 4978.878906
	Iteration 18Q: 3 clusters Score -1787061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1787083.500000 Penalty: 4978.878906
	Iteration 19Q: 3 clusters Score -1787084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1787105.375000 Penalty: 4978.878906
	Iteration 20F: 3 clusters Score -1787105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1787127.750000 Penalty: 4978.878906
	Iteration 21Q: 3 clusters Score -1787128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1787145.750000 Penalty: 4978.878906
	Iteration 22Q: 3 clusters Score -1787146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1787168.875000 Penalty: 4978.878906
	Iteration 23Q: 3 clusters Score -1787169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1787181.000000 Penalty: 4978.878906
	Iteration 24Q: 3 clusters Score -1787181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1787187.875000 Penalty: 4978.878906
	Iteration 25Q: 3 clusters Score -1787188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1787192.000000 Penalty: 4978.878906
	Iteration 26Q: 3 clusters Score -1787192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1787195.875000 Penalty: 4978.878906
	Iteration 27Q: 3 clusters Score -1787196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1787195.000000 Penalty: 4978.878906
	Iteration 28Q: 3 clusters Score -1787195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1787201.875000 Penalty: 4978.878906
	Iteration 29Q: 3 clusters Score -1787202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1787205.750000 Penalty: 4978.878906
	Iteration 30Q: 3 clusters Score -1787206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1787203.250000 Penalty: 4978.878906
	Iteration 31Q: 3 clusters Score -1787203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1787208.000000 Penalty: 4978.878906
	Iteration 32Q: 3 clusters Score -1787208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1787210.625000 Penalty: 4978.878906
	Iteration 33Q: 3 clusters Score -1787211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1787207.375000 Penalty: 4978.878906
	Iteration 34Q: 3 clusters Score -1787207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1787212.625000 Penalty: 4978.878906
	Iteration 35Q: 3 clusters Score -1787213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1787215.500000 Penalty: 4978.878906
	Iteration 36Q: 3 clusters Score -1787216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1787221.875000 Penalty: 4978.878906
	Iteration 37Q: 3 clusters Score -1787222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1787222.375000 Penalty: 4978.878906
	Iteration 38Q: 3 clusters Score -1787222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1787220.500000 Penalty: 4978.878906
	Iteration 39Q: 3 clusters Score -1787220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1787228.750000 Penalty: 4978.878906
	Iteration 40F: 3 clusters Score -1787229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1787229.875000 Penalty: 4978.878906
	Iteration 41Q: 3 clusters Score -1787230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1787233.375000 Penalty: 4978.878906
	Iteration 42Q: 3 clusters Score -1787233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1787233.375000 Penalty: 4978.878906
	Iteration 43F: 3 clusters Score -1787233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -670017.625000 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -670017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -663267.500000 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -663267.5 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -665018.375000 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -665018.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -665258.000000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -665258 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -665447.937500 Penalty: 4493.693359
	Iteration 3Q: 3 clusters Score -665447.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -665643.750000 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -665643.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -665869.750000 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -665869.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -666148.937500 Penalty: 4493.693359
	Iteration 6F: 3 clusters Score -666148.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -666462.125000 Penalty: 4493.693359
	Iteration 7F: 3 clusters Score -666462.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -666865.562500 Penalty: 4493.693359
	Iteration 8F: 3 clusters Score -666865.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -667226.875000 Penalty: 4493.693359
	Iteration 9F: 3 clusters Score -667226.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -667572.375000 Penalty: 4493.693359
	Iteration 10F: 3 clusters Score -667572.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -667829.375000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -667829.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -667984.375000 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -667984.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -668099.750000 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -668099.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -668162.750000 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -668162.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -668208.937500 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -668208.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -668240.062500 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -668240.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -668263.312500 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -668263.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -668270.937500 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -668270.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -668278.937500 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -668278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -668282.375000 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -668282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -668285.687500 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -668285.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -668289.375000 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -668289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -668293.500000 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -668293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -668297.250000 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -668297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -668299.812500 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -668299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -668304.000000 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -668304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -668306.125000 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -668306.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -668310.000000 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -668310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -668313.500000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -668313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -668315.687500 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -668315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -668316.125000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -668316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -668316.125000 Penalty: 4493.693359
	Iteration 32F: 3 clusters Score -668316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Entering Unmasked Estep 
Score: -2885957.000000 Penalty: 2609.554199
	Iteration 0F: 2 clusters Score -2885957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2860792.000000 Penalty: 5219.108398
	Iteration 0F: 3 clusters Score -2860792 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2870843.750000 Penalty: 5219.108398
	Iteration 1F: 3 clusters Score -2870844 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2872199.250000 Penalty: 5219.108398
	Iteration 2F: 3 clusters Score -2872199 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2873993.500000 Penalty: 5219.108398
	Iteration 3F: 3 clusters Score -2873994 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -2876207.000000 Penalty: 5219.108398
	Iteration 4F: 3 clusters Score -2876207 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -2878705.250000 Penalty: 5219.108398
	Iteration 5F: 3 clusters Score -2878705 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -2880696.750000 Penalty: 5219.108398
	Iteration 6F: 3 clusters Score -2880697 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -2882035.750000 Penalty: 5219.108398
	Iteration 7Q: 3 clusters Score -2882036 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -2882863.750000 Penalty: 5219.108398
	Iteration 8Q: 3 clusters Score -2882864 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -2883391.250000 Penalty: 5219.108398
	Iteration 9Q: 3 clusters Score -2883391 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -2883773.500000 Penalty: 5219.108398
	Iteration 10Q: 3 clusters Score -2883774 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -2884014.250000 Penalty: 5219.108398
	Iteration 11Q: 3 clusters Score -2884014 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -2884210.750000 Penalty: 5219.108398
	Iteration 12Q: 3 clusters Score -2884211 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -2884362.250000 Penalty: 5219.108398
	Iteration 13Q: 3 clusters Score -2884362 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -2884481.250000 Penalty: 5219.108398
	Iteration 14Q: 3 clusters Score -2884481 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -2884554.500000 Penalty: 5219.108398
	Iteration 15Q: 3 clusters Score -2884554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -2884631.000000 Penalty: 5219.108398
	Iteration 16Q: 3 clusters Score -2884631 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -2884691.500000 Penalty: 5219.108398
	Iteration 17Q: 3 clusters Score -2884692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -2884739.750000 Penalty: 5219.108398
	Iteration 18Q: 3 clusters Score -2884740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -2884788.250000 Penalty: 5219.108398
	Iteration 19Q: 3 clusters Score -2884788 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -2884829.000000 Penalty: 5219.108398
	Iteration 20F: 3 clusters Score -2884829 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -2884871.000000 Penalty: 5219.108398
	Iteration 21Q: 3 clusters Score -2884871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2884897.000000 Penalty: 5219.108398
	Iteration 22Q: 3 clusters Score -2884897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -2884915.500000 Penalty: 5219.108398
	Iteration 23Q: 3 clusters Score -2884916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -2884927.000000 Penalty: 5219.108398
	Iteration 24Q: 3 clusters Score -2884927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -2884939.500000 Penalty: 5219.108398
	Iteration 25Q: 3 clusters Score -2884940 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -2884965.500000 Penalty: 5219.108398
	Iteration 26Q: 3 clusters Score -2884966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2884988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2885019.750000 Penalty: 5219.108398
	Iteration 28Q: 3 clusters Score -2885020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -2885053.750000 Penalty: 5219.108398
	Iteration 29Q: 3 clusters Score -2885054 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -2885062.500000 Penalty: 5219.108398
	Iteration 30Q: 3 clusters Score -2885062 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -2885083.750000 Penalty: 5219.108398
	Iteration 31Q: 3 clusters Score -2885084 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -2885094.000000 Penalty: 5219.108398
	Iteration 32Q: 3 clusters Score -2885094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -2885092.500000 Penalty: 5219.108398
	Iteration 33Q: 3 clusters Score -2885092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -2885108.250000 Penalty: 5219.108398
	Iteration 34Q: 3 clusters Score -2885108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -2885115.750000 Penalty: 5219.108398
	Iteration 35Q: 3 clusters Score -2885116 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -2885118.750000 Penalty: 5219.108398
	Iteration 36Q: 3 clusters Score -2885119 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -2885127.250000 Penalty: 5219.108398
	Iteration 37Q: 3 clusters Score -2885127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -2885135.250000 Penalty: 5219.108398
	Iteration 38Q: 3 clusters Score -2885135 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -2885142.250000 Penalty: 5219.108398
	Iteration 39Q: 3 clusters Score -2885142 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -2885146.250000 Penalty: 5219.108398
	Iteration 40F: 3 clusters Score -2885146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -2885144.750000 Penalty: 5219.108398
	Iteration 41Q: 3 clusters Score -2885145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -2885148.500000 Penalty: 5219.108398
	Iteration 42Q: 3 clusters Score -2885148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -2885148.750000 Penalty: 5219.108398
	Iteration 43Q: 3 clusters Score -2885149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -2885150.750000 Penalty: 5219.108398
	Iteration 44Q: 3 clusters Score -2885151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -2885160.000000 Penalty: 5219.108398
	Iteration 45Q: 3 clusters Score -2885160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -2885180.250000 Penalty: 5219.108398
	Iteration 46Q: 3 clusters Score -2885180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -2885184.750000 Penalty: 5219.108398
	Iteration 47Q: 3 clusters Score -2885185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -2885193.500000 Penalty: 5219.108398
	Iteration 48Q: 3 clusters Score -2885194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2885203.500000 Penalty: 5219.108398
	Iteration 49Q: 3 clusters Score -2885204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -2885219.500000 Penalty: 5219.108398
	Iteration 50Q: 3 clusters Score -2885220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -2885222.750000 Penalty: 5219.108398
	Iteration 51Q: 3 clusters Score -2885223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -2885219.750000 Penalty: 5219.108398
	Iteration 52Q: 3 clusters Score -2885220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -2885230.000000 Penalty: 5219.108398
	Iteration 53Q: 3 clusters Score -2885230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -2885235.750000 Penalty: 5219.108398
	Iteration 54Q: 3 clusters Score -2885236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -2885240.250000 Penalty: 5219.108398
	Iteration 55Q: 3 clusters Score -2885240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2885235.000000 Penalty: 5219.108398
	Iteration 56Q: 3 clusters Score -2885235 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -2885235.750000 Penalty: 5219.108398
	Iteration 57Q: 3 clusters Score -2885236 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -2885239.500000 Penalty: 5219.108398
	Iteration 58Q: 3 clusters Score -2885240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -2885238.500000 Penalty: 5219.108398
	Iteration 59Q: 3 clusters Score -2885238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -2885245.500000 Penalty: 5219.108398
	Iteration 60F: 3 clusters Score -2885246 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -2885242.500000 Penalty: 5219.108398
	Iteration 61Q: 3 clusters Score -2885242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -2885245.750000 Penalty: 5219.108398
	Iteration 62Q: 3 clusters Score -2885246 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -2885247.000000 Penalty: 5219.108398
	Iteration 63Q: 3 clusters Score -2885247 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -2885246.750000 Penalty: 5219.108398
	Iteration 64Q: 3 clusters Score -2885247 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -2885249.750000 Penalty: 5219.108398
	Iteration 65Q: 3 clusters Score -2885250 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -2885248.500000 Penalty: 5219.108398
	Iteration 66Q: 3 clusters Score -2885248 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2885246 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2885247 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -2885251.750000 Penalty: 5219.108398
	Iteration 69Q: 3 clusters Score -2885252 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -2885247.250000 Penalty: 5219.108398
	Iteration 70Q: 3 clusters Score -2885247 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -2885249.500000 Penalty: 5219.108398
	Iteration 71Q: 3 clusters Score -2885250 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2885252 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -2885252.250000 Penalty: 5219.108398
	Iteration 73Q: 3 clusters Score -2885252 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -2885249.500000 Penalty: 5219.108398
	Iteration 74Q: 3 clusters Score -2885250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -2885247.500000 Penalty: 5219.108398
	Iteration 75Q: 3 clusters Score -2885248 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -2885246.250000 Penalty: 5219.108398
	Iteration 76Q: 3 clusters Score -2885246 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2885246 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2885247 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2456 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2885246 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2459 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2885249 nChanged 2
Entering Unmasked Mstep 
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	Iteration 81Q: 3 clusters Score -2885250 nChanged 3
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Mstep: Class 1 contains 2456 members 
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	Iteration 82Q: 3 clusters Score -2885245 nChanged 7
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Mstep: Class 1 contains 2459 members 
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	Iteration 83Q: 3 clusters Score -2885245 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2462 members 
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Entering Unmasked Estep 
Score: -2885248.000000 Penalty: 5219.108398
	Iteration 84Q: 3 clusters Score -2885248 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2463 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2885250 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2472 members 
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Entering Unmasked Estep 
Score: -2885253.000000 Penalty: 5219.108398
	Iteration 86Q: 3 clusters Score -2885253 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2479 members 
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Entering Unmasked Estep 
Score: -2885259.000000 Penalty: 5219.108398
	Iteration 87Q: 3 clusters Score -2885259 nChanged 14
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Mstep: Class 1 contains 2489 members 
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Entering Unmasked Estep 
Score: -2885261.250000 Penalty: 5219.108398
	Iteration 88Q: 3 clusters Score -2885261 nChanged 10
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2885260 nChanged 8
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Mstep: Class 1 contains 2497 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2885258 nChanged 4
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Mstep: Class 1 contains 2501 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2885262 nChanged 9
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Mstep: Class 1 contains 2506 members 
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Entering Unmasked Estep 
Score: -2885264.250000 Penalty: 5219.108398
	Iteration 92Q: 3 clusters Score -2885264 nChanged 17
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2885267 nChanged 16
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2885265 nChanged 9
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Entering Unmasked Estep 
Score: -2885268.500000 Penalty: 5219.108398
	Iteration 95Q: 3 clusters Score -2885268 nChanged 6
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2885272 nChanged 7
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Entering Unmasked Estep 
Score: -2885276.750000 Penalty: 5219.108398
	Iteration 97Q: 3 clusters Score -2885277 nChanged 8
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2885276 nChanged 6
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Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -2885278.000000 Penalty: 5219.108398
	Iteration 99Q: 3 clusters Score -2885278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -2885278.000000 Penalty: 5219.108398
	Iteration 100F: 3 clusters Score -2885278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -2885281.500000 Penalty: 5219.108398
	Iteration 101Q: 3 clusters Score -2885282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -2885280.250000 Penalty: 5219.108398
	Iteration 102Q: 3 clusters Score -2885280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -2885277.750000 Penalty: 5219.108398
	Iteration 103Q: 3 clusters Score -2885278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -2885285.750000 Penalty: 5219.108398
	Iteration 104Q: 3 clusters Score -2885286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -2885289.000000 Penalty: 5219.108398
	Iteration 105Q: 3 clusters Score -2885289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -2885297.750000 Penalty: 5219.108398
	Iteration 106Q: 3 clusters Score -2885298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -2885293.500000 Penalty: 5219.108398
	Iteration 107Q: 3 clusters Score -2885294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -2885298.750000 Penalty: 5219.108398
	Iteration 108Q: 3 clusters Score -2885299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -2885300.750000 Penalty: 5219.108398
	Iteration 109Q: 3 clusters Score -2885301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -2885302.500000 Penalty: 5219.108398
	Iteration 110Q: 3 clusters Score -2885302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -2885301.500000 Penalty: 5219.108398
	Iteration 111Q: 3 clusters Score -2885302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -2885307.000000 Penalty: 5219.108398
	Iteration 112Q: 3 clusters Score -2885307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -2885317.250000 Penalty: 5219.108398
	Iteration 113Q: 3 clusters Score -2885317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -2885315.750000 Penalty: 5219.108398
	Iteration 114Q: 3 clusters Score -2885316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -2885324.500000 Penalty: 5219.108398
	Iteration 115Q: 3 clusters Score -2885324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -2885332.250000 Penalty: 5219.108398
	Iteration 116Q: 3 clusters Score -2885332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -2885340.250000 Penalty: 5219.108398
	Iteration 117Q: 3 clusters Score -2885340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -2885345.750000 Penalty: 5219.108398
	Iteration 118Q: 3 clusters Score -2885346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -2885348.250000 Penalty: 5219.108398
	Iteration 119Q: 3 clusters Score -2885348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -2885342.750000 Penalty: 5219.108398
	Iteration 120F: 3 clusters Score -2885343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -2885351.500000 Penalty: 5219.108398
	Iteration 121Q: 3 clusters Score -2885352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -2885350.000000 Penalty: 5219.108398
	Iteration 122Q: 3 clusters Score -2885350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -2885355.250000 Penalty: 5219.108398
	Iteration 123Q: 3 clusters Score -2885355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -2885361.500000 Penalty: 5219.108398
	Iteration 124Q: 3 clusters Score -2885362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -2885360.500000 Penalty: 5219.108398
	Iteration 125Q: 3 clusters Score -2885360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -2885369.000000 Penalty: 5219.108398
	Iteration 126Q: 3 clusters Score -2885369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -2885371.750000 Penalty: 5219.108398
	Iteration 127Q: 3 clusters Score -2885372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -2885364.500000 Penalty: 5219.108398
	Iteration 128Q: 3 clusters Score -2885364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -2885367.250000 Penalty: 5219.108398
	Iteration 129Q: 3 clusters Score -2885367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -2885371.500000 Penalty: 5219.108398
	Iteration 130Q: 3 clusters Score -2885372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -2885369.250000 Penalty: 5219.108398
	Iteration 131Q: 3 clusters Score -2885369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -2885367.750000 Penalty: 5219.108398
	Iteration 132Q: 3 clusters Score -2885368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -2885367.500000 Penalty: 5219.108398
	Iteration 133Q: 3 clusters Score -2885368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -2885374.500000 Penalty: 5219.108398
	Iteration 134Q: 3 clusters Score -2885374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -2885377.750000 Penalty: 5219.108398
	Iteration 135Q: 3 clusters Score -2885378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -2885375.500000 Penalty: 5219.108398
	Iteration 136Q: 3 clusters Score -2885376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -2885389.500000 Penalty: 5219.108398
	Iteration 137Q: 3 clusters Score -2885390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -2885390.250000 Penalty: 5219.108398
	Iteration 138Q: 3 clusters Score -2885390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -2885396.750000 Penalty: 5219.108398
	Iteration 139Q: 3 clusters Score -2885397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -2885404.500000 Penalty: 5219.108398
	Iteration 140F: 3 clusters Score -2885404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -2885408.000000 Penalty: 5219.108398
	Iteration 141Q: 3 clusters Score -2885408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -2885409.000000 Penalty: 5219.108398
	Iteration 142Q: 3 clusters Score -2885409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -2885411.500000 Penalty: 5219.108398
	Iteration 143Q: 3 clusters Score -2885412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -2885412.500000 Penalty: 5219.108398
	Iteration 144Q: 3 clusters Score -2885412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -2885415.000000 Penalty: 5219.108398
	Iteration 145Q: 3 clusters Score -2885415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -2885412.250000 Penalty: 5219.108398
	Iteration 146Q: 3 clusters Score -2885412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -2885413.750000 Penalty: 5219.108398
	Iteration 147Q: 3 clusters Score -2885414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -2885413.000000 Penalty: 5219.108398
	Iteration 148Q: 3 clusters Score -2885413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -2885415.250000 Penalty: 5219.108398
	Iteration 149Q: 3 clusters Score -2885415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2885414.500000 Penalty: 5219.108398
	Iteration 150Q: 3 clusters Score -2885414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -2885415.750000 Penalty: 5219.108398
	Iteration 151Q: 3 clusters Score -2885416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -2885422.000000 Penalty: 5219.108398
	Iteration 152Q: 3 clusters Score -2885422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -2885421.250000 Penalty: 5219.108398
	Iteration 153Q: 3 clusters Score -2885421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -2885425.500000 Penalty: 5219.108398
	Iteration 154Q: 3 clusters Score -2885426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -2885425.500000 Penalty: 5219.108398
	Iteration 155F: 3 clusters Score -2885426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Entering Unmasked Estep 
Score: -2078188.375000 Penalty: 2511.086914
	Iteration 0F: 2 clusters Score -2078188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2061021.625000 Penalty: 5022.173828
	Iteration 0F: 3 clusters Score -2061022 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2067202.750000 Penalty: 5022.173828
	Iteration 1F: 3 clusters Score -2067203 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2067854.875000 Penalty: 5022.173828
	Iteration 2F: 3 clusters Score -2067855 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2068496.500000 Penalty: 5022.173828
	Iteration 3F: 3 clusters Score -2068496 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2069231.875000 Penalty: 5022.173828
	Iteration 4F: 3 clusters Score -2069232 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2070037.750000 Penalty: 5022.173828
	Iteration 5F: 3 clusters Score -2070038 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2070973.250000 Penalty: 5022.173828
	Iteration 6F: 3 clusters Score -2070973 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2072040.000000 Penalty: 5022.173828
	Iteration 7F: 3 clusters Score -2072040 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2073027.500000 Penalty: 5022.173828
	Iteration 8Q: 3 clusters Score -2073028 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2073927.375000 Penalty: 5022.173828
	Iteration 9Q: 3 clusters Score -2073927 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2074603.875000 Penalty: 5022.173828
	Iteration 10Q: 3 clusters Score -2074604 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2075111.500000 Penalty: 5022.173828
	Iteration 11Q: 3 clusters Score -2075112 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2075422.500000 Penalty: 5022.173828
	Iteration 12Q: 3 clusters Score -2075422 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2075648.375000 Penalty: 5022.173828
	Iteration 13Q: 3 clusters Score -2075648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2075798.125000 Penalty: 5022.173828
	Iteration 14Q: 3 clusters Score -2075798 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2075921.875000 Penalty: 5022.173828
	Iteration 15Q: 3 clusters Score -2075922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2075989.625000 Penalty: 5022.173828
	Iteration 16Q: 3 clusters Score -2075990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2076040.875000 Penalty: 5022.173828
	Iteration 17Q: 3 clusters Score -2076041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2076080.750000 Penalty: 5022.173828
	Iteration 18Q: 3 clusters Score -2076081 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2076120.250000 Penalty: 5022.173828
	Iteration 19Q: 3 clusters Score -2076120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2076147.625000 Penalty: 5022.173828
	Iteration 20F: 3 clusters Score -2076148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2076170.625000 Penalty: 5022.173828
	Iteration 21Q: 3 clusters Score -2076171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2076183.625000 Penalty: 5022.173828
	Iteration 22Q: 3 clusters Score -2076184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2076189.500000 Penalty: 5022.173828
	Iteration 23Q: 3 clusters Score -2076190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2076198.375000 Penalty: 5022.173828
	Iteration 24Q: 3 clusters Score -2076198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2076202.375000 Penalty: 5022.173828
	Iteration 25Q: 3 clusters Score -2076202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2076208.875000 Penalty: 5022.173828
	Iteration 26Q: 3 clusters Score -2076209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2076215.750000 Penalty: 5022.173828
	Iteration 27Q: 3 clusters Score -2076216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2076218.125000 Penalty: 5022.173828
	Iteration 28Q: 3 clusters Score -2076218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2076221.500000 Penalty: 5022.173828
	Iteration 29Q: 3 clusters Score -2076222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2076224.625000 Penalty: 5022.173828
	Iteration 30Q: 3 clusters Score -2076225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2076224.875000 Penalty: 5022.173828
	Iteration 31Q: 3 clusters Score -2076225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2076226.375000 Penalty: 5022.173828
	Iteration 32Q: 3 clusters Score -2076226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2076225.000000 Penalty: 5022.173828
	Iteration 33Q: 3 clusters Score -2076225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2076225.000000 Penalty: 5022.173828
	Iteration 34F: 3 clusters Score -2076225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -237844.687500 Penalty: 1999.248779
	Iteration 0F: 2 clusters Score -237844.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -234451.968750 Penalty: 3998.497559
	Iteration 0F: 3 clusters Score -234452 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -235209.625000 Penalty: 3998.497559
	Iteration 1F: 3 clusters Score -235209.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -235535.218750 Penalty: 3998.497559
	Iteration 2F: 3 clusters Score -235535.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -235751.937500 Penalty: 3998.497559
	Iteration 3F: 3 clusters Score -235751.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -235910.906250 Penalty: 3998.497559
	Iteration 4F: 3 clusters Score -235910.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -236041.734375 Penalty: 3998.497559
	Iteration 5Q: 3 clusters Score -236041.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -236173.843750 Penalty: 3998.497559
	Iteration 6Q: 3 clusters Score -236173.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -236302.421875 Penalty: 3998.497559
	Iteration 7Q: 3 clusters Score -236302.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -236438.421875 Penalty: 3998.497559
	Iteration 8Q: 3 clusters Score -236438.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236543.187500 Penalty: 3998.497559
	Iteration 9Q: 3 clusters Score -236543.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -236623.781250 Penalty: 3998.497559
	Iteration 10Q: 3 clusters Score -236623.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -236677.843750 Penalty: 3998.497559
	Iteration 11Q: 3 clusters Score -236677.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -236709.515625 Penalty: 3998.497559
	Iteration 12Q: 3 clusters Score -236709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -236732.984375 Penalty: 3998.497559
	Iteration 13Q: 3 clusters Score -236733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -236747.218750 Penalty: 3998.497559
	Iteration 14Q: 3 clusters Score -236747.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -236760.093750 Penalty: 3998.497559
	Iteration 15Q: 3 clusters Score -236760.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -236770.578125 Penalty: 3998.497559
	Iteration 16Q: 3 clusters Score -236770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -236779.421875 Penalty: 3998.497559
	Iteration 17Q: 3 clusters Score -236779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -236791.187500 Penalty: 3998.497559
	Iteration 18Q: 3 clusters Score -236791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -236798.671875 Penalty: 3998.497559
	Iteration 19Q: 3 clusters Score -236798.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -236803.765625 Penalty: 3998.497559
	Iteration 20F: 3 clusters Score -236803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -236805.281250 Penalty: 3998.497559
	Iteration 21Q: 3 clusters Score -236805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -236805.734375 Penalty: 3998.497559
	Iteration 22Q: 3 clusters Score -236805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -236805.843750 Penalty: 3998.497559
	Iteration 23Q: 3 clusters Score -236805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -236805.843750 Penalty: 3998.497559
	Iteration 24F: 3 clusters Score -236805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Entering Unmasked Estep 
Score: -4012174.750000 Penalty: 2676.791992
	Iteration 0F: 2 clusters Score -4012175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3979194.750000 Penalty: 5353.583984
	Iteration 0F: 3 clusters Score -3979195 nChanged 22531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3991477.750000 Penalty: 5353.583984
	Iteration 1F: 3 clusters Score -3991478 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3992029.500000 Penalty: 5353.583984
	Iteration 2Q: 3 clusters Score -3992030 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3992476.000000 Penalty: 5353.583984
	Iteration 3Q: 3 clusters Score -3992476 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3992864.250000 Penalty: 5353.583984
	Iteration 4Q: 3 clusters Score -3992864 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3993230.000000 Penalty: 5353.583984
	Iteration 5Q: 3 clusters Score -3993230 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3993623.500000 Penalty: 5353.583984
	Iteration 6Q: 3 clusters Score -3993624 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3994019.250000 Penalty: 5353.583984
	Iteration 7Q: 3 clusters Score -3994019 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3994446.250000 Penalty: 5353.583984
	Iteration 8Q: 3 clusters Score -3994446 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3994921.500000 Penalty: 5353.583984
	Iteration 9Q: 3 clusters Score -3994922 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3995591.750000 Penalty: 5353.583984
	Iteration 10Q: 3 clusters Score -3995592 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3996336.750000 Penalty: 5353.583984
	Iteration 11Q: 3 clusters Score -3996337 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3997034.000000 Penalty: 5353.583984
	Iteration 12Q: 3 clusters Score -3997034 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3997753.000000 Penalty: 5353.583984
	Iteration 13Q: 3 clusters Score -3997753 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3998482.250000 Penalty: 5353.583984
	Iteration 14Q: 3 clusters Score -3998482 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -3999253.000000 Penalty: 5353.583984
	Iteration 15Q: 3 clusters Score -3999253 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4000087.750000 Penalty: 5353.583984
	Iteration 16Q: 3 clusters Score -4000088 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4001020.000000 Penalty: 5353.583984
	Iteration 17Q: 3 clusters Score -4001020 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4002060.750000 Penalty: 5353.583984
	Iteration 18Q: 3 clusters Score -4002061 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4002982.750000 Penalty: 5353.583984
	Iteration 19Q: 3 clusters Score -4002983 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4003607.500000 Penalty: 5353.583984
	Iteration 20F: 3 clusters Score -4003608 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4004037.000000 Penalty: 5353.583984
	Iteration 21Q: 3 clusters Score -4004037 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4004405.250000 Penalty: 5353.583984
	Iteration 22Q: 3 clusters Score -4004405 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4004687.250000 Penalty: 5353.583984
	Iteration 23Q: 3 clusters Score -4004687 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4004948.750000 Penalty: 5353.583984
	Iteration 24Q: 3 clusters Score -4004949 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -4005223.000000 Penalty: 5353.583984
	Iteration 25Q: 3 clusters Score -4005223 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4005494.750000 Penalty: 5353.583984
	Iteration 26Q: 3 clusters Score -4005495 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4005799.250000 Penalty: 5353.583984
	Iteration 27Q: 3 clusters Score -4005799 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -4006095.750000 Penalty: 5353.583984
	Iteration 28Q: 3 clusters Score -4006096 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -4006396.250000 Penalty: 5353.583984
	Iteration 29Q: 3 clusters Score -4006396 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4006682.250000 Penalty: 5353.583984
	Iteration 30Q: 3 clusters Score -4006682 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -4006955.250000 Penalty: 5353.583984
	Iteration 31Q: 3 clusters Score -4006955 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -4007209.000000 Penalty: 5353.583984
	Iteration 32Q: 3 clusters Score -4007209 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -4007463.250000 Penalty: 5353.583984
	Iteration 33Q: 3 clusters Score -4007463 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -4007701.750000 Penalty: 5353.583984
	Iteration 34Q: 3 clusters Score -4007702 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -4007963.250000 Penalty: 5353.583984
	Iteration 35Q: 3 clusters Score -4007963 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -4008211.500000 Penalty: 5353.583984
	Iteration 36Q: 3 clusters Score -4008212 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -4008475.750000 Penalty: 5353.583984
	Iteration 37Q: 3 clusters Score -4008476 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -4008736.250000 Penalty: 5353.583984
	Iteration 38Q: 3 clusters Score -4008736 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -4008930.750000 Penalty: 5353.583984
	Iteration 39Q: 3 clusters Score -4008931 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -4009130.500000 Penalty: 5353.583984
	Iteration 40F: 3 clusters Score -4009130 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -4009286.750000 Penalty: 5353.583984
	Iteration 41Q: 3 clusters Score -4009287 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -4009392.500000 Penalty: 5353.583984
	Iteration 42Q: 3 clusters Score -4009392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -4009525.750000 Penalty: 5353.583984
	Iteration 43Q: 3 clusters Score -4009526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -4009591.250000 Penalty: 5353.583984
	Iteration 44Q: 3 clusters Score -4009591 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -4009648.000000 Penalty: 5353.583984
	Iteration 45Q: 3 clusters Score -4009648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -4009684.500000 Penalty: 5353.583984
	Iteration 46Q: 3 clusters Score -4009684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -4009730.000000 Penalty: 5353.583984
	Iteration 47Q: 3 clusters Score -4009730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -4009761.250000 Penalty: 5353.583984
	Iteration 48Q: 3 clusters Score -4009761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -4009786.750000 Penalty: 5353.583984
	Iteration 49Q: 3 clusters Score -4009787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -4009818.000000 Penalty: 5353.583984
	Iteration 50Q: 3 clusters Score -4009818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -4009836.000000 Penalty: 5353.583984
	Iteration 51Q: 3 clusters Score -4009836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -4009853.000000 Penalty: 5353.583984
	Iteration 52Q: 3 clusters Score -4009853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -4009878.000000 Penalty: 5353.583984
	Iteration 53Q: 3 clusters Score -4009878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -4009896.250000 Penalty: 5353.583984
	Iteration 54Q: 3 clusters Score -4009896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -4009910.750000 Penalty: 5353.583984
	Iteration 55Q: 3 clusters Score -4009911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -4009916.750000 Penalty: 5353.583984
	Iteration 56Q: 3 clusters Score -4009917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -4009919.500000 Penalty: 5353.583984
	Iteration 57Q: 3 clusters Score -4009920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -4009928.000000 Penalty: 5353.583984
	Iteration 58Q: 3 clusters Score -4009928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -4009935.750000 Penalty: 5353.583984
	Iteration 59Q: 3 clusters Score -4009936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -4009938.000000 Penalty: 5353.583984
	Iteration 60F: 3 clusters Score -4009938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -4009937.250000 Penalty: 5353.583984
	Iteration 61Q: 3 clusters Score -4009937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -4009945.250000 Penalty: 5353.583984
	Iteration 62Q: 3 clusters Score -4009945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -4009950.000000 Penalty: 5353.583984
	Iteration 63Q: 3 clusters Score -4009950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -4009949.000000 Penalty: 5353.583984
	Iteration 64Q: 3 clusters Score -4009949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -4009949.750000 Penalty: 5353.583984
	Iteration 65Q: 3 clusters Score -4009950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -4009952.000000 Penalty: 5353.583984
	Iteration 66Q: 3 clusters Score -4009952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -4009954.250000 Penalty: 5353.583984
	Iteration 67Q: 3 clusters Score -4009954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -4009953.750000 Penalty: 5353.583984
	Iteration 68Q: 3 clusters Score -4009954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -4009955.500000 Penalty: 5353.583984
	Iteration 69Q: 3 clusters Score -4009956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -4009952.750000 Penalty: 5353.583984
	Iteration 70Q: 3 clusters Score -4009953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -4009952.750000 Penalty: 5353.583984
	Iteration 71F: 3 clusters Score -4009953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Entering Unmasked Estep 
Score: -4155823.500000 Penalty: 2696.550049
	Iteration 0F: 2 clusters Score -4155824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -4120176.750000 Penalty: 5393.100098
	Iteration 0F: 3 clusters Score -4120177 nChanged 24289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4133921.500000 Penalty: 5393.100098
	Iteration 1F: 3 clusters Score -4133922 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4134511.250000 Penalty: 5393.100098
	Iteration 2Q: 3 clusters Score -4134511 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4135119.250000 Penalty: 5393.100098
	Iteration 3Q: 3 clusters Score -4135119 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4135657.250000 Penalty: 5393.100098
	Iteration 4Q: 3 clusters Score -4135657 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4136263.500000 Penalty: 5393.100098
	Iteration 5Q: 3 clusters Score -4136264 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4137035.750000 Penalty: 5393.100098
	Iteration 6Q: 3 clusters Score -4137036 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4138197.750000 Penalty: 5393.100098
	Iteration 7Q: 3 clusters Score -4138198 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -4139965.750000 Penalty: 5393.100098
	Iteration 8F: 3 clusters Score -4139966 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4142615.000000 Penalty: 5393.100098
	Iteration 9F: 3 clusters Score -4142615 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -4145962.500000 Penalty: 5393.100098
	Iteration 10F: 3 clusters Score -4145962 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -4149229.250000 Penalty: 5393.100098
	Iteration 11F: 3 clusters Score -4149229 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -4151478.250000 Penalty: 5393.100098
	Iteration 12Q: 3 clusters Score -4151478 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -4152586.250000 Penalty: 5393.100098
	Iteration 13Q: 3 clusters Score -4152586 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4153023.000000 Penalty: 5393.100098
	Iteration 14Q: 3 clusters Score -4153023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -4153197.250000 Penalty: 5393.100098
	Iteration 15Q: 3 clusters Score -4153197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -4153275.250000 Penalty: 5393.100098
	Iteration 16Q: 3 clusters Score -4153275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -4153300.250000 Penalty: 5393.100098
	Iteration 17Q: 3 clusters Score -4153300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -4153343.250000 Penalty: 5393.100098
	Iteration 18Q: 3 clusters Score -4153343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -4153360.250000 Penalty: 5393.100098
	Iteration 19Q: 3 clusters Score -4153360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -4153372.750000 Penalty: 5393.100098
	Iteration 20F: 3 clusters Score -4153373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -4153377.000000 Penalty: 5393.100098
	Iteration 21Q: 3 clusters Score -4153377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -4153386.000000 Penalty: 5393.100098
	Iteration 22Q: 3 clusters Score -4153386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -4153402.750000 Penalty: 5393.100098
	Iteration 23Q: 3 clusters Score -4153403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -4153416.750000 Penalty: 5393.100098
	Iteration 24Q: 3 clusters Score -4153417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -4153417.000000 Penalty: 5393.100098
	Iteration 25Q: 3 clusters Score -4153417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -4153422.750000 Penalty: 5393.100098
	Iteration 26Q: 3 clusters Score -4153423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -4153425.500000 Penalty: 5393.100098
	Iteration 27Q: 3 clusters Score -4153426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -4153425.500000 Penalty: 5393.100098
	Iteration 28F: 3 clusters Score -4153426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Entering Unmasked Estep 
Score: -772197.875000 Penalty: 2264.668945
	Iteration 0F: 2 clusters Score -772197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -764978.437500 Penalty: 4529.337891
	Iteration 0F: 3 clusters Score -764978.4 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -767028.875000 Penalty: 4529.337891
	Iteration 1F: 3 clusters Score -767028.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -767262.750000 Penalty: 4529.337891
	Iteration 2F: 3 clusters Score -767262.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -767411.250000 Penalty: 4529.337891
	Iteration 3Q: 3 clusters Score -767411.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -767515.437500 Penalty: 4529.337891
	Iteration 4Q: 3 clusters Score -767515.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -767598.000000 Penalty: 4529.337891
	Iteration 5Q: 3 clusters Score -767598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -767673.750000 Penalty: 4529.337891
	Iteration 6Q: 3 clusters Score -767673.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -767743.375000 Penalty: 4529.337891
	Iteration 7Q: 3 clusters Score -767743.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -767804.187500 Penalty: 4529.337891
	Iteration 8Q: 3 clusters Score -767804.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -767858.937500 Penalty: 4529.337891
	Iteration 9Q: 3 clusters Score -767858.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -767928.000000 Penalty: 4529.337891
	Iteration 10Q: 3 clusters Score -767928 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -768013.187500 Penalty: 4529.337891
	Iteration 11Q: 3 clusters Score -768013.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -768117.312500 Penalty: 4529.337891
	Iteration 12Q: 3 clusters Score -768117.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -768235.125000 Penalty: 4529.337891
	Iteration 13Q: 3 clusters Score -768235.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -768388.937500 Penalty: 4529.337891
	Iteration 14Q: 3 clusters Score -768388.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -768592.000000 Penalty: 4529.337891
	Iteration 15Q: 3 clusters Score -768592 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -768821.750000 Penalty: 4529.337891
	Iteration 16Q: 3 clusters Score -768821.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -769059.062500 Penalty: 4529.337891
	Iteration 17Q: 3 clusters Score -769059.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -769276.875000 Penalty: 4529.337891
	Iteration 18Q: 3 clusters Score -769276.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -769477.812500 Penalty: 4529.337891
	Iteration 19Q: 3 clusters Score -769477.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -769642.125000 Penalty: 4529.337891
	Iteration 20F: 3 clusters Score -769642.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -769782.312500 Penalty: 4529.337891
	Iteration 21Q: 3 clusters Score -769782.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -769898.687500 Penalty: 4529.337891
	Iteration 22Q: 3 clusters Score -769898.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -769984.000000 Penalty: 4529.337891
	Iteration 23Q: 3 clusters Score -769984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -770042.812500 Penalty: 4529.337891
	Iteration 24Q: 3 clusters Score -770042.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -770076.000000 Penalty: 4529.337891
	Iteration 25Q: 3 clusters Score -770076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -770101.562500 Penalty: 4529.337891
	Iteration 26Q: 3 clusters Score -770101.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -770126.125000 Penalty: 4529.337891
	Iteration 27Q: 3 clusters Score -770126.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -770144.937500 Penalty: 4529.337891
	Iteration 28Q: 3 clusters Score -770144.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -770162.937500 Penalty: 4529.337891
	Iteration 29Q: 3 clusters Score -770162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -770168.437500 Penalty: 4529.337891
	Iteration 30Q: 3 clusters Score -770168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -770171.375000 Penalty: 4529.337891
	Iteration 31Q: 3 clusters Score -770171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -770171.375000 Penalty: 4529.337891
	Iteration 32F: 3 clusters Score -770171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Entering Unmasked Estep 
Score: -1516284.625000 Penalty: 2445.527344
	Iteration 0F: 2 clusters Score -1516285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1502715.000000 Penalty: 4891.054688
	Iteration 0F: 3 clusters Score -1502715 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1507564.625000 Penalty: 4891.054688
	Iteration 1F: 3 clusters Score -1507565 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1508328.250000 Penalty: 4891.054688
	Iteration 2F: 3 clusters Score -1508328 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1509139.625000 Penalty: 4891.054688
	Iteration 3F: 3 clusters Score -1509140 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1509931.375000 Penalty: 4891.054688
	Iteration 4F: 3 clusters Score -1509931 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1510736.750000 Penalty: 4891.054688
	Iteration 5F: 3 clusters Score -1510737 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1511570.375000 Penalty: 4891.054688
	Iteration 6F: 3 clusters Score -1511570 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1512371.750000 Penalty: 4891.054688
	Iteration 7F: 3 clusters Score -1512372 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1513023.000000 Penalty: 4891.054688
	Iteration 8F: 3 clusters Score -1513023 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1513452.000000 Penalty: 4891.054688
	Iteration 9Q: 3 clusters Score -1513452 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1513723.000000 Penalty: 4891.054688
	Iteration 10Q: 3 clusters Score -1513723 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1513957.375000 Penalty: 4891.054688
	Iteration 11Q: 3 clusters Score -1513957 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1514121.125000 Penalty: 4891.054688
	Iteration 12Q: 3 clusters Score -1514121 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1514207.250000 Penalty: 4891.054688
	Iteration 13Q: 3 clusters Score -1514207 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1514273.500000 Penalty: 4891.054688
	Iteration 14Q: 3 clusters Score -1514274 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1514316.125000 Penalty: 4891.054688
	Iteration 15Q: 3 clusters Score -1514316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1514357.750000 Penalty: 4891.054688
	Iteration 16Q: 3 clusters Score -1514358 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1514395.250000 Penalty: 4891.054688
	Iteration 17Q: 3 clusters Score -1514395 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1514419.375000 Penalty: 4891.054688
	Iteration 18Q: 3 clusters Score -1514419 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1514442.125000 Penalty: 4891.054688
	Iteration 19Q: 3 clusters Score -1514442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1514457.250000 Penalty: 4891.054688
	Iteration 20F: 3 clusters Score -1514457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1514476.125000 Penalty: 4891.054688
	Iteration 21Q: 3 clusters Score -1514476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1514493.250000 Penalty: 4891.054688
	Iteration 22Q: 3 clusters Score -1514493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1514511.375000 Penalty: 4891.054688
	Iteration 23Q: 3 clusters Score -1514511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1514528.000000 Penalty: 4891.054688
	Iteration 24Q: 3 clusters Score -1514528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1514542.625000 Penalty: 4891.054688
	Iteration 25Q: 3 clusters Score -1514543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1514565.875000 Penalty: 4891.054688
	Iteration 26Q: 3 clusters Score -1514566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1514588.500000 Penalty: 4891.054688
	Iteration 27Q: 3 clusters Score -1514588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1514607.125000 Penalty: 4891.054688
	Iteration 28Q: 3 clusters Score -1514607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1514626.750000 Penalty: 4891.054688
	Iteration 29Q: 3 clusters Score -1514627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1514650.125000 Penalty: 4891.054688
	Iteration 30Q: 3 clusters Score -1514650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1514661.375000 Penalty: 4891.054688
	Iteration 31Q: 3 clusters Score -1514661 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1514680.125000 Penalty: 4891.054688
	Iteration 32Q: 3 clusters Score -1514680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1514694.625000 Penalty: 4891.054688
	Iteration 33Q: 3 clusters Score -1514695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1514704.000000 Penalty: 4891.054688
	Iteration 34Q: 3 clusters Score -1514704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1514714.500000 Penalty: 4891.054688
	Iteration 35Q: 3 clusters Score -1514714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1514727.375000 Penalty: 4891.054688
	Iteration 36Q: 3 clusters Score -1514727 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1514738.250000 Penalty: 4891.054688
	Iteration 37Q: 3 clusters Score -1514738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1514740.375000 Penalty: 4891.054688
	Iteration 38Q: 3 clusters Score -1514740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1514751.750000 Penalty: 4891.054688
	Iteration 39Q: 3 clusters Score -1514752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1514760.375000 Penalty: 4891.054688
	Iteration 40F: 3 clusters Score -1514760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1514777.750000 Penalty: 4891.054688
	Iteration 41Q: 3 clusters Score -1514778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1514780.500000 Penalty: 4891.054688
	Iteration 42Q: 3 clusters Score -1514780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1514786.875000 Penalty: 4891.054688
	Iteration 43Q: 3 clusters Score -1514787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1514788.000000 Penalty: 4891.054688
	Iteration 44Q: 3 clusters Score -1514788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1514794.625000 Penalty: 4891.054688
	Iteration 45Q: 3 clusters Score -1514795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1514795.500000 Penalty: 4891.054688
	Iteration 46Q: 3 clusters Score -1514796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1514803.750000 Penalty: 4891.054688
	Iteration 47Q: 3 clusters Score -1514804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1514810.250000 Penalty: 4891.054688
	Iteration 48Q: 3 clusters Score -1514810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1514813.750000 Penalty: 4891.054688
	Iteration 49Q: 3 clusters Score -1514814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1514814.375000 Penalty: 4891.054688
	Iteration 50Q: 3 clusters Score -1514814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1514817.250000 Penalty: 4891.054688
	Iteration 51Q: 3 clusters Score -1514817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1514818.000000 Penalty: 4891.054688
	Iteration 52Q: 3 clusters Score -1514818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1514817.375000 Penalty: 4891.054688
	Iteration 53Q: 3 clusters Score -1514817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1514820.500000 Penalty: 4891.054688
	Iteration 54Q: 3 clusters Score -1514820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1514825.375000 Penalty: 4891.054688
	Iteration 55Q: 3 clusters Score -1514825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1514824.625000 Penalty: 4891.054688
	Iteration 56Q: 3 clusters Score -1514825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1514827.500000 Penalty: 4891.054688
	Iteration 57Q: 3 clusters Score -1514828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1514836.250000 Penalty: 4891.054688
	Iteration 58Q: 3 clusters Score -1514836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1514844.125000 Penalty: 4891.054688
	Iteration 59Q: 3 clusters Score -1514844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1514848.125000 Penalty: 4891.054688
	Iteration 60F: 3 clusters Score -1514848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1514850.375000 Penalty: 4891.054688
	Iteration 61Q: 3 clusters Score -1514850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1514849.375000 Penalty: 4891.054688
	Iteration 62Q: 3 clusters Score -1514849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1514855.500000 Penalty: 4891.054688
	Iteration 63Q: 3 clusters Score -1514856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1514853.625000 Penalty: 4891.054688
	Iteration 64Q: 3 clusters Score -1514854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1514857.500000 Penalty: 4891.054688
	Iteration 65Q: 3 clusters Score -1514858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -1514858.625000 Penalty: 4891.054688
	Iteration 66Q: 3 clusters Score -1514859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1514855.750000 Penalty: 4891.054688
	Iteration 67Q: 3 clusters Score -1514856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1514858.625000 Penalty: 4891.054688
	Iteration 68Q: 3 clusters Score -1514859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1514861.625000 Penalty: 4891.054688
	Iteration 69Q: 3 clusters Score -1514862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1514863.500000 Penalty: 4891.054688
	Iteration 70Q: 3 clusters Score -1514864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1514861.875000 Penalty: 4891.054688
	Iteration 71Q: 3 clusters Score -1514862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1514863.375000 Penalty: 4891.054688
	Iteration 72Q: 3 clusters Score -1514863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1514864.625000 Penalty: 4891.054688
	Iteration 73Q: 3 clusters Score -1514865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1514862.250000 Penalty: 4891.054688
	Iteration 74Q: 3 clusters Score -1514862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1514863.500000 Penalty: 4891.054688
	Iteration 75Q: 3 clusters Score -1514864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1514865.125000 Penalty: 4891.054688
	Iteration 76Q: 3 clusters Score -1514865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1514863.125000 Penalty: 4891.054688
	Iteration 77Q: 3 clusters Score -1514863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1514864.375000 Penalty: 4891.054688
	Iteration 78Q: 3 clusters Score -1514864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1514864.625000 Penalty: 4891.054688
	Iteration 79Q: 3 clusters Score -1514865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1514865.000000 Penalty: 4891.054688
	Iteration 80F: 3 clusters Score -1514865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -136986.484375 Penalty: 1863.805420
	Iteration 0F: 2 clusters Score -136986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -134464.406250 Penalty: 3727.610840
	Iteration 0F: 3 clusters Score -134464.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -134940.218750 Penalty: 3727.610840
	Iteration 1F: 3 clusters Score -134940.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -135092.953125 Penalty: 3727.610840
	Iteration 2F: 3 clusters Score -135093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -135160.406250 Penalty: 3727.610840
	Iteration 3Q: 3 clusters Score -135160.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -135202.625000 Penalty: 3727.610840
	Iteration 4Q: 3 clusters Score -135202.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -135243.015625 Penalty: 3727.610840
	Iteration 5Q: 3 clusters Score -135243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -135281.984375 Penalty: 3727.610840
	Iteration 6Q: 3 clusters Score -135282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -135318.031250 Penalty: 3727.610840
	Iteration 7Q: 3 clusters Score -135318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -135345.125000 Penalty: 3727.610840
	Iteration 8Q: 3 clusters Score -135345.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -135366.875000 Penalty: 3727.610840
	Iteration 9Q: 3 clusters Score -135366.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -135385.734375 Penalty: 3727.610840
	Iteration 10Q: 3 clusters Score -135385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135409.312500 Penalty: 3727.610840
	Iteration 11Q: 3 clusters Score -135409.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135436.796875 Penalty: 3727.610840
	Iteration 12Q: 3 clusters Score -135436.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135460.312500 Penalty: 3727.610840
	Iteration 13Q: 3 clusters Score -135460.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135484.515625 Penalty: 3727.610840
	Iteration 14Q: 3 clusters Score -135484.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -135511.968750 Penalty: 3727.610840
	Iteration 15Q: 3 clusters Score -135512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -135538.390625 Penalty: 3727.610840
	Iteration 16Q: 3 clusters Score -135538.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -135569.531250 Penalty: 3727.610840
	Iteration 17Q: 3 clusters Score -135569.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135594.546875 Penalty: 3727.610840
	Iteration 18Q: 3 clusters Score -135594.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135615.046875 Penalty: 3727.610840
	Iteration 19Q: 3 clusters Score -135615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135650.203125 Penalty: 3727.610840
	Iteration 20F: 3 clusters Score -135650.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -135694.953125 Penalty: 3727.610840
	Iteration 21Q: 3 clusters Score -135695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -135740.015625 Penalty: 3727.610840
	Iteration 22Q: 3 clusters Score -135740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -135790.687500 Penalty: 3727.610840
	Iteration 23Q: 3 clusters Score -135790.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135850.859375 Penalty: 3727.610840
	Iteration 24Q: 3 clusters Score -135850.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -135907.734375 Penalty: 3727.610840
	Iteration 25Q: 3 clusters Score -135907.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -135955.578125 Penalty: 3727.610840
	Iteration 26Q: 3 clusters Score -135955.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -135990.250000 Penalty: 3727.610840
	Iteration 27Q: 3 clusters Score -135990.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -136016.328125 Penalty: 3727.610840
	Iteration 28Q: 3 clusters Score -136016.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -136046.984375 Penalty: 3727.610840
	Iteration 29Q: 3 clusters Score -136047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -136063.750000 Penalty: 3727.610840
	Iteration 30Q: 3 clusters Score -136063.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -136086.421875 Penalty: 3727.610840
	Iteration 31Q: 3 clusters Score -136086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136097.468750 Penalty: 3727.610840
	Iteration 32Q: 3 clusters Score -136097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136111.640625 Penalty: 3727.610840
	Iteration 33Q: 3 clusters Score -136111.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136117.140625 Penalty: 3727.610840
	Iteration 34Q: 3 clusters Score -136117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -136121.578125 Penalty: 3727.610840
	Iteration 35Q: 3 clusters Score -136121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -136125.640625 Penalty: 3727.610840
	Iteration 36Q: 3 clusters Score -136125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136127.953125 Penalty: 3727.610840
	Iteration 37Q: 3 clusters Score -136128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136127.953125 Penalty: 3727.610840
	Iteration 38F: 3 clusters Score -136128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Entering Unmasked Estep 
Score: -1642677.750000 Penalty: 2464.979736
	Iteration 0F: 2 clusters Score -1642678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1628159.500000 Penalty: 4929.959473
	Iteration 0F: 3 clusters Score -1628160 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1633027.000000 Penalty: 4929.959473
	Iteration 1F: 3 clusters Score -1633027 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1633440.875000 Penalty: 4929.959473
	Iteration 2F: 3 clusters Score -1633441 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1633862.750000 Penalty: 4929.959473
	Iteration 3Q: 3 clusters Score -1633863 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1634328.625000 Penalty: 4929.959473
	Iteration 4Q: 3 clusters Score -1634329 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1634973.250000 Penalty: 4929.959473
	Iteration 5F: 3 clusters Score -1634973 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1635748.750000 Penalty: 4929.959473
	Iteration 6F: 3 clusters Score -1635749 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1636581.875000 Penalty: 4929.959473
	Iteration 7F: 3 clusters Score -1636582 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1637370.500000 Penalty: 4929.959473
	Iteration 8F: 3 clusters Score -1637370 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1638053.875000 Penalty: 4929.959473
	Iteration 9F: 3 clusters Score -1638054 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1638597.000000 Penalty: 4929.959473
	Iteration 10Q: 3 clusters Score -1638597 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1639029.500000 Penalty: 4929.959473
	Iteration 11Q: 3 clusters Score -1639030 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1639397.375000 Penalty: 4929.959473
	Iteration 12Q: 3 clusters Score -1639397 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1639735.125000 Penalty: 4929.959473
	Iteration 13Q: 3 clusters Score -1639735 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1640020.375000 Penalty: 4929.959473
	Iteration 14Q: 3 clusters Score -1640020 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1640228.250000 Penalty: 4929.959473
	Iteration 15Q: 3 clusters Score -1640228 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1640400.250000 Penalty: 4929.959473
	Iteration 16Q: 3 clusters Score -1640400 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1640509.500000 Penalty: 4929.959473
	Iteration 17Q: 3 clusters Score -1640510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1640605.125000 Penalty: 4929.959473
	Iteration 18Q: 3 clusters Score -1640605 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1640662.250000 Penalty: 4929.959473
	Iteration 19Q: 3 clusters Score -1640662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1640703.750000 Penalty: 4929.959473
	Iteration 20F: 3 clusters Score -1640704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1640732.375000 Penalty: 4929.959473
	Iteration 21Q: 3 clusters Score -1640732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1640756.750000 Penalty: 4929.959473
	Iteration 22Q: 3 clusters Score -1640757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -1640783.125000 Penalty: 4929.959473
	Iteration 23Q: 3 clusters Score -1640783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1640795.625000 Penalty: 4929.959473
	Iteration 24Q: 3 clusters Score -1640796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1640812.625000 Penalty: 4929.959473
	Iteration 25Q: 3 clusters Score -1640813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1640823.125000 Penalty: 4929.959473
	Iteration 26Q: 3 clusters Score -1640823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -1640836.625000 Penalty: 4929.959473
	Iteration 27Q: 3 clusters Score -1640837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -1640848.750000 Penalty: 4929.959473
	Iteration 28Q: 3 clusters Score -1640849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1640853.750000 Penalty: 4929.959473
	Iteration 29Q: 3 clusters Score -1640854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -1640856.375000 Penalty: 4929.959473
	Iteration 30Q: 3 clusters Score -1640856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -1640862.500000 Penalty: 4929.959473
	Iteration 31Q: 3 clusters Score -1640862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -1640860.125000 Penalty: 4929.959473
	Iteration 32Q: 3 clusters Score -1640860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1640864.500000 Penalty: 4929.959473
	Iteration 33Q: 3 clusters Score -1640864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1640867.000000 Penalty: 4929.959473
	Iteration 34Q: 3 clusters Score -1640867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1640867.875000 Penalty: 4929.959473
	Iteration 35Q: 3 clusters Score -1640868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1640866.500000 Penalty: 4929.959473
	Iteration 36Q: 3 clusters Score -1640866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -1640870.750000 Penalty: 4929.959473
	Iteration 37Q: 3 clusters Score -1640871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1640872.250000 Penalty: 4929.959473
	Iteration 38Q: 3 clusters Score -1640872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1640873.875000 Penalty: 4929.959473
	Iteration 39Q: 3 clusters Score -1640874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1640872.375000 Penalty: 4929.959473
	Iteration 40F: 3 clusters Score -1640872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1640871.375000 Penalty: 4929.959473
	Iteration 41Q: 3 clusters Score -1640871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1640871.375000 Penalty: 4929.959473
	Iteration 42F: 3 clusters Score -1640871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (162286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Entering Unmasked Estep 
Score: -13216460.000000 Penalty: 2975.284668
	Iteration 0F: 2 clusters Score -1.321646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -13108141.000000 Penalty: 5950.569336
	Iteration 0F: 3 clusters Score -1.310814e+07 nChanged 77640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -13153254.000000 Penalty: 5950.569336
	Iteration 1F: 3 clusters Score -1.315325e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -13155021.000000 Penalty: 5950.569336
	Iteration 2Q: 3 clusters Score -1.315502e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -13157990.000000 Penalty: 5950.569336
	Iteration 3Q: 3 clusters Score -1.315799e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 109121 members 
Entering Unmasked Estep 
Score: -13163484.000000 Penalty: 5950.569336
	Iteration 4F: 3 clusters Score -1.316348e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -13173992.000000 Penalty: 5950.569336
	Iteration 5F: 3 clusters Score -1.317399e+07 nChanged 15791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -13189300.000000 Penalty: 5950.569336
	Iteration 6F: 3 clusters Score -1.31893e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 151946 members 
Entering Unmasked Estep 
Score: -13203591.000000 Penalty: 5950.569336
	Iteration 7F: 3 clusters Score -1.320359e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -13210865.000000 Penalty: 5950.569336
	Iteration 8Q: 3 clusters Score -1.321086e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -13212955.000000 Penalty: 5950.569336
	Iteration 9Q: 3 clusters Score -1.321296e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 161839 members 
Entering Unmasked Estep 
Score: -13213482.000000 Penalty: 5950.569336
	Iteration 10Q: 3 clusters Score -1.321348e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -13213630.000000 Penalty: 5950.569336
	Iteration 11Q: 3 clusters Score -1.321363e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -13213721.000000 Penalty: 5950.569336
	Iteration 12Q: 3 clusters Score -1.321372e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 161989 members 
Entering Unmasked Estep 
Score: -13213760.000000 Penalty: 5950.569336
	Iteration 13Q: 3 clusters Score -1.321376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -13213781.000000 Penalty: 5950.569336
	Iteration 14Q: 3 clusters Score -1.321378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -13213820.000000 Penalty: 5950.569336
	Iteration 15Q: 3 clusters Score -1.321382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 161993 members 
Entering Unmasked Estep 
Score: -13213837.000000 Penalty: 5950.569336
	Iteration 16Q: 3 clusters Score -1.321384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -13213849.000000 Penalty: 5950.569336
	Iteration 17Q: 3 clusters Score -1.321385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -13213854.000000 Penalty: 5950.569336
	Iteration 18Q: 3 clusters Score -1.321385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 161993 members 
Entering Unmasked Estep 
Score: -13213866.000000 Penalty: 5950.569336
	Iteration 19Q: 3 clusters Score -1.321387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -13213887.000000 Penalty: 5950.569336
	Iteration 20F: 3 clusters Score -1.321389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -13213884.000000 Penalty: 5950.569336
	Iteration 21Q: 3 clusters Score -1.321388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -13213885.000000 Penalty: 5950.569336
	Iteration 22Q: 3 clusters Score -1.321388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -13213887.000000 Penalty: 5950.569336
	Iteration 23Q: 3 clusters Score -1.321389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -13213889.000000 Penalty: 5950.569336
	Iteration 24Q: 3 clusters Score -1.321389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -13213896.000000 Penalty: 5950.569336
	Iteration 25Q: 3 clusters Score -1.32139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -13213896.000000 Penalty: 5950.569336
	Iteration 26F: 3 clusters Score -1.32139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -273067.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -273067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -269394.218750 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -269394.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -270179.812500 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -270179.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -270385.656250 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -270385.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -270558.562500 Penalty: 4067.207031
	Iteration 3F: 3 clusters Score -270558.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -270700.812500 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -270700.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -270807.593750 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -270807.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -270908.250000 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -270908.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -271013.531250 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -271013.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271095.125000 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -271095.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -271148.093750 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -271148.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -271202.593750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -271202.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -271252.218750 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -271252.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -271285.218750 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -271285.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -271310.562500 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -271310.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -271326.250000 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -271326.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -271343.968750 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -271344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -271379.125000 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -271379.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -271441.406250 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -271441.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -271528.750000 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -271528.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -271621.937500 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -271621.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -271714.906250 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -271714.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -271857.843750 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -271857.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -272023.468750 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -272023.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -272165.968750 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -272166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -272301.781250 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -272301.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -272403.437500 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -272403.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -272501.718750 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -272501.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -272586.718750 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -272586.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -272665.000000 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -272665 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -272798.218750 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -272798.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272905.062500 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -272905.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -272999.968750 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -273000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -273039.156250 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -273039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -273057.562500 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -273057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -273062.875000 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -273062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -273064.406250 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -273064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -273064.843750 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -273064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -273064.843750 Penalty: 4067.207031
	Iteration 37F: 3 clusters Score -273064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Entering Unmasked Estep 
Score: -1961906.125000 Penalty: 2510.410645
	Iteration 0F: 2 clusters Score -1961906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1944765.000000 Penalty: 5020.821289
	Iteration 0F: 3 clusters Score -1944765 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1950726.250000 Penalty: 5020.821289
	Iteration 1F: 3 clusters Score -1950726 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1951135.250000 Penalty: 5020.821289
	Iteration 2Q: 3 clusters Score -1951135 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1951476.125000 Penalty: 5020.821289
	Iteration 3Q: 3 clusters Score -1951476 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1951820.500000 Penalty: 5020.821289
	Iteration 4Q: 3 clusters Score -1951820 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1952199.375000 Penalty: 5020.821289
	Iteration 5Q: 3 clusters Score -1952199 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1952628.125000 Penalty: 5020.821289
	Iteration 6Q: 3 clusters Score -1952628 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1953178.875000 Penalty: 5020.821289
	Iteration 7Q: 3 clusters Score -1953179 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1953853.500000 Penalty: 5020.821289
	Iteration 8Q: 3 clusters Score -1953854 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1954686.625000 Penalty: 5020.821289
	Iteration 9Q: 3 clusters Score -1954687 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1955648.125000 Penalty: 5020.821289
	Iteration 10F: 3 clusters Score -1955648 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1956597.250000 Penalty: 5020.821289
	Iteration 11F: 3 clusters Score -1956597 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1957331.625000 Penalty: 5020.821289
	Iteration 12Q: 3 clusters Score -1957332 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1957862.625000 Penalty: 5020.821289
	Iteration 13Q: 3 clusters Score -1957863 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1958294.000000 Penalty: 5020.821289
	Iteration 14Q: 3 clusters Score -1958294 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1958622.500000 Penalty: 5020.821289
	Iteration 15Q: 3 clusters Score -1958622 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1958890.375000 Penalty: 5020.821289
	Iteration 16Q: 3 clusters Score -1958890 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1959134.500000 Penalty: 5020.821289
	Iteration 17Q: 3 clusters Score -1959134 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1959358.375000 Penalty: 5020.821289
	Iteration 18Q: 3 clusters Score -1959358 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1959553.625000 Penalty: 5020.821289
	Iteration 19Q: 3 clusters Score -1959554 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1959756.750000 Penalty: 5020.821289
	Iteration 20F: 3 clusters Score -1959757 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1959945.125000 Penalty: 5020.821289
	Iteration 21Q: 3 clusters Score -1959945 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1960109.375000 Penalty: 5020.821289
	Iteration 22Q: 3 clusters Score -1960109 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -1960239.500000 Penalty: 5020.821289
	Iteration 23Q: 3 clusters Score -1960240 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -1960344.875000 Penalty: 5020.821289
	Iteration 24Q: 3 clusters Score -1960345 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -1960421.125000 Penalty: 5020.821289
	Iteration 25Q: 3 clusters Score -1960421 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1960478.000000 Penalty: 5020.821289
	Iteration 26Q: 3 clusters Score -1960478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -1960502.375000 Penalty: 5020.821289
	Iteration 27Q: 3 clusters Score -1960502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1960535.250000 Penalty: 5020.821289
	Iteration 28Q: 3 clusters Score -1960535 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1960563.000000 Penalty: 5020.821289
	Iteration 29Q: 3 clusters Score -1960563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1960582.375000 Penalty: 5020.821289
	Iteration 30Q: 3 clusters Score -1960582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1960600.250000 Penalty: 5020.821289
	Iteration 31Q: 3 clusters Score -1960600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -1960623.125000 Penalty: 5020.821289
	Iteration 32Q: 3 clusters Score -1960623 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1960631.875000 Penalty: 5020.821289
	Iteration 33Q: 3 clusters Score -1960632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -1960648.750000 Penalty: 5020.821289
	Iteration 34Q: 3 clusters Score -1960649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -1960650.875000 Penalty: 5020.821289
	Iteration 35Q: 3 clusters Score -1960651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -1960660.375000 Penalty: 5020.821289
	Iteration 36Q: 3 clusters Score -1960660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -1960663.625000 Penalty: 5020.821289
	Iteration 37Q: 3 clusters Score -1960664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -1960670.250000 Penalty: 5020.821289
	Iteration 38Q: 3 clusters Score -1960670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -1960668.000000 Penalty: 5020.821289
	Iteration 39Q: 3 clusters Score -1960668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -1960670.250000 Penalty: 5020.821289
	Iteration 40F: 3 clusters Score -1960670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -1960672.250000 Penalty: 5020.821289
	Iteration 41Q: 3 clusters Score -1960672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1960668.750000 Penalty: 5020.821289
	Iteration 42Q: 3 clusters Score -1960669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -1960671.500000 Penalty: 5020.821289
	Iteration 43Q: 3 clusters Score -1960672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1960668.750000 Penalty: 5020.821289
	Iteration 44Q: 3 clusters Score -1960669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1960668.250000 Penalty: 5020.821289
	Iteration 45Q: 3 clusters Score -1960668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -1960668.250000 Penalty: 5020.821289
	Iteration 46F: 3 clusters Score -1960668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Entering Unmasked Estep 
Score: -662587.125000 Penalty: 2249.228027
	Iteration 0F: 2 clusters Score -662587.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -655736.000000 Penalty: 4498.456055
	Iteration 0F: 3 clusters Score -655736 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -657633.812500 Penalty: 4498.456055
	Iteration 1F: 3 clusters Score -657633.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -657929.437500 Penalty: 4498.456055
	Iteration 2F: 3 clusters Score -657929.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -658136.000000 Penalty: 4498.456055
	Iteration 3Q: 3 clusters Score -658136 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -658297.250000 Penalty: 4498.456055
	Iteration 4Q: 3 clusters Score -658297.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -658454.812500 Penalty: 4498.456055
	Iteration 5Q: 3 clusters Score -658454.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -658638.250000 Penalty: 4498.456055
	Iteration 6Q: 3 clusters Score -658638.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -658912.312500 Penalty: 4498.456055
	Iteration 7Q: 3 clusters Score -658912.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -659218.500000 Penalty: 4498.456055
	Iteration 8Q: 3 clusters Score -659218.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -659480.437500 Penalty: 4498.456055
	Iteration 9Q: 3 clusters Score -659480.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -659732.687500 Penalty: 4498.456055
	Iteration 10Q: 3 clusters Score -659732.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -659912.937500 Penalty: 4498.456055
	Iteration 11Q: 3 clusters Score -659912.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -660065.250000 Penalty: 4498.456055
	Iteration 12Q: 3 clusters Score -660065.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -660218.375000 Penalty: 4498.456055
	Iteration 13Q: 3 clusters Score -660218.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -660371.125000 Penalty: 4498.456055
	Iteration 14Q: 3 clusters Score -660371.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -660536.875000 Penalty: 4498.456055
	Iteration 15Q: 3 clusters Score -660536.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -660675.437500 Penalty: 4498.456055
	Iteration 16Q: 3 clusters Score -660675.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -660791.687500 Penalty: 4498.456055
	Iteration 17Q: 3 clusters Score -660791.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -660870.312500 Penalty: 4498.456055
	Iteration 18Q: 3 clusters Score -660870.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -660924.750000 Penalty: 4498.456055
	Iteration 19Q: 3 clusters Score -660924.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -660974.125000 Penalty: 4498.456055
	Iteration 20F: 3 clusters Score -660974.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -661021.125000 Penalty: 4498.456055
	Iteration 21Q: 3 clusters Score -661021.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -661058.937500 Penalty: 4498.456055
	Iteration 22Q: 3 clusters Score -661058.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -661088.437500 Penalty: 4498.456055
	Iteration 23Q: 3 clusters Score -661088.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -661113.937500 Penalty: 4498.456055
	Iteration 24Q: 3 clusters Score -661113.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -661129.375000 Penalty: 4498.456055
	Iteration 25Q: 3 clusters Score -661129.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -661142.875000 Penalty: 4498.456055
	Iteration 26Q: 3 clusters Score -661142.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -661156.937500 Penalty: 4498.456055
	Iteration 27Q: 3 clusters Score -661156.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -661169.437500 Penalty: 4498.456055
	Iteration 28Q: 3 clusters Score -661169.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -661176.875000 Penalty: 4498.456055
	Iteration 29Q: 3 clusters Score -661176.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -661187.000000 Penalty: 4498.456055
	Iteration 30Q: 3 clusters Score -661187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -661193.937500 Penalty: 4498.456055
	Iteration 31Q: 3 clusters Score -661193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -661204.062500 Penalty: 4498.456055
	Iteration 32Q: 3 clusters Score -661204.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -661209.625000 Penalty: 4498.456055
	Iteration 33Q: 3 clusters Score -661209.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -661217.500000 Penalty: 4498.456055
	Iteration 34Q: 3 clusters Score -661217.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -661226.312500 Penalty: 4498.456055
	Iteration 35Q: 3 clusters Score -661226.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -661240.500000 Penalty: 4498.456055
	Iteration 36Q: 3 clusters Score -661240.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -661249.687500 Penalty: 4498.456055
	Iteration 37Q: 3 clusters Score -661249.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -661259.312500 Penalty: 4498.456055
	Iteration 38Q: 3 clusters Score -661259.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -661265.312500 Penalty: 4498.456055
	Iteration 39Q: 3 clusters Score -661265.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -661268.937500 Penalty: 4498.456055
	Iteration 40F: 3 clusters Score -661268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -661271.562500 Penalty: 4498.456055
	Iteration 41Q: 3 clusters Score -661271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -661271.187500 Penalty: 4498.456055
	Iteration 42Q: 3 clusters Score -661271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -661273.125000 Penalty: 4498.456055
	Iteration 43Q: 3 clusters Score -661273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -661273.875000 Penalty: 4498.456055
	Iteration 44Q: 3 clusters Score -661273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -661275.312500 Penalty: 4498.456055
	Iteration 45Q: 3 clusters Score -661275.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -661275.687500 Penalty: 4498.456055
	Iteration 46Q: 3 clusters Score -661275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -661274.750000 Penalty: 4498.456055
	Iteration 47Q: 3 clusters Score -661274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -661276.312500 Penalty: 4498.456055
	Iteration 48Q: 3 clusters Score -661276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -661278.812500 Penalty: 4498.456055
	Iteration 49Q: 3 clusters Score -661278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -661282.562500 Penalty: 4498.456055
	Iteration 50Q: 3 clusters Score -661282.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -661284.250000 Penalty: 4498.456055
	Iteration 51Q: 3 clusters Score -661284.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -661287.312500 Penalty: 4498.456055
	Iteration 52Q: 3 clusters Score -661287.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -661290.125000 Penalty: 4498.456055
	Iteration 53Q: 3 clusters Score -661290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -661293.687500 Penalty: 4498.456055
	Iteration 54Q: 3 clusters Score -661293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -661295.250000 Penalty: 4498.456055
	Iteration 55Q: 3 clusters Score -661295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -661297.062500 Penalty: 4498.456055
	Iteration 56Q: 3 clusters Score -661297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -661298.312500 Penalty: 4498.456055
	Iteration 57Q: 3 clusters Score -661298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -661298.812500 Penalty: 4498.456055
	Iteration 58Q: 3 clusters Score -661298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -661299.500000 Penalty: 4498.456055
	Iteration 59Q: 3 clusters Score -661299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -661301.062500 Penalty: 4498.456055
	Iteration 60F: 3 clusters Score -661301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -661299.250000 Penalty: 4498.456055
	Iteration 61Q: 3 clusters Score -661299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -661301.812500 Penalty: 4498.456055
	Iteration 62Q: 3 clusters Score -661301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -661302.937500 Penalty: 4498.456055
	Iteration 63Q: 3 clusters Score -661302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -661303.437500 Penalty: 4498.456055
	Iteration 64Q: 3 clusters Score -661303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -661303.562500 Penalty: 4498.456055
	Iteration 65Q: 3 clusters Score -661303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -661305.437500 Penalty: 4498.456055
	Iteration 66Q: 3 clusters Score -661305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -661305.187500 Penalty: 4498.456055
	Iteration 67Q: 3 clusters Score -661305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -661306.500000 Penalty: 4498.456055
	Iteration 68Q: 3 clusters Score -661306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -661307.312500 Penalty: 4498.456055
	Iteration 69Q: 3 clusters Score -661307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -661305.937500 Penalty: 4498.456055
	Iteration 70Q: 3 clusters Score -661305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -661305.937500 Penalty: 4498.456055
	Iteration 71F: 3 clusters Score -661305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -201878.312500 Penalty: 2007.859741
	Iteration 0F: 2 clusters Score -201878.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -198482.203125 Penalty: 4015.719482
	Iteration 0F: 3 clusters Score -198482.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -199286.703125 Penalty: 4015.719482
	Iteration 1F: 3 clusters Score -199286.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -199532.562500 Penalty: 4015.719482
	Iteration 2F: 3 clusters Score -199532.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -199685.484375 Penalty: 4015.719482
	Iteration 3F: 3 clusters Score -199685.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -199818.781250 Penalty: 4015.719482
	Iteration 4Q: 3 clusters Score -199818.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -199968.406250 Penalty: 4015.719482
	Iteration 5Q: 3 clusters Score -199968.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -200164.281250 Penalty: 4015.719482
	Iteration 6Q: 3 clusters Score -200164.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -200508.468750 Penalty: 4015.719482
	Iteration 7F: 3 clusters Score -200508.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -200900.078125 Penalty: 4015.719482
	Iteration 8F: 3 clusters Score -200900.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -201112.375000 Penalty: 4015.719482
	Iteration 9Q: 3 clusters Score -201112.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -201225.140625 Penalty: 4015.719482
	Iteration 10Q: 3 clusters Score -201225.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -201299.546875 Penalty: 4015.719482
	Iteration 11Q: 3 clusters Score -201299.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -201333.296875 Penalty: 4015.719482
	Iteration 12Q: 3 clusters Score -201333.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -201354.937500 Penalty: 4015.719482
	Iteration 13Q: 3 clusters Score -201354.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -201367.593750 Penalty: 4015.719482
	Iteration 14Q: 3 clusters Score -201367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -201376.078125 Penalty: 4015.719482
	Iteration 15Q: 3 clusters Score -201376.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -201381.109375 Penalty: 4015.719482
	Iteration 16Q: 3 clusters Score -201381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -201386.750000 Penalty: 4015.719482
	Iteration 17Q: 3 clusters Score -201386.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -201392.781250 Penalty: 4015.719482
	Iteration 18Q: 3 clusters Score -201392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -201405.796875 Penalty: 4015.719482
	Iteration 19Q: 3 clusters Score -201405.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -201416.968750 Penalty: 4015.719482
	Iteration 20F: 3 clusters Score -201417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -201429.437500 Penalty: 4015.719482
	Iteration 21Q: 3 clusters Score -201429.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -201439.015625 Penalty: 4015.719482
	Iteration 22Q: 3 clusters Score -201439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -201446.156250 Penalty: 4015.719482
	Iteration 23Q: 3 clusters Score -201446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -201451.656250 Penalty: 4015.719482
	Iteration 24Q: 3 clusters Score -201451.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -201456.937500 Penalty: 4015.719482
	Iteration 25Q: 3 clusters Score -201456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -201458.187500 Penalty: 4015.719482
	Iteration 26Q: 3 clusters Score -201458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -201459.953125 Penalty: 4015.719482
	Iteration 27Q: 3 clusters Score -201460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -201461.296875 Penalty: 4015.719482
	Iteration 28Q: 3 clusters Score -201461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -201462.390625 Penalty: 4015.719482
	Iteration 29Q: 3 clusters Score -201462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -201463.625000 Penalty: 4015.719482
	Iteration 30Q: 3 clusters Score -201463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -201466.843750 Penalty: 4015.719482
	Iteration 31Q: 3 clusters Score -201466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -201471.578125 Penalty: 4015.719482
	Iteration 32Q: 3 clusters Score -201471.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -201476.796875 Penalty: 4015.719482
	Iteration 33Q: 3 clusters Score -201476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -201483.921875 Penalty: 4015.719482
	Iteration 34Q: 3 clusters Score -201483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -201490.437500 Penalty: 4015.719482
	Iteration 35Q: 3 clusters Score -201490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -201497.218750 Penalty: 4015.719482
	Iteration 36Q: 3 clusters Score -201497.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -201511.187500 Penalty: 4015.719482
	Iteration 37Q: 3 clusters Score -201511.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -201530.703125 Penalty: 4015.719482
	Iteration 38Q: 3 clusters Score -201530.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -201544.906250 Penalty: 4015.719482
	Iteration 39Q: 3 clusters Score -201544.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -201552.203125 Penalty: 4015.719482
	Iteration 40F: 3 clusters Score -201552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -201559.093750 Penalty: 4015.719482
	Iteration 41Q: 3 clusters Score -201559.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -201566.968750 Penalty: 4015.719482
	Iteration 42Q: 3 clusters Score -201567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -201572.406250 Penalty: 4015.719482
	Iteration 43Q: 3 clusters Score -201572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -201579.718750 Penalty: 4015.719482
	Iteration 44Q: 3 clusters Score -201579.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -201588.250000 Penalty: 4015.719482
	Iteration 45Q: 3 clusters Score -201588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -201596.578125 Penalty: 4015.719482
	Iteration 46Q: 3 clusters Score -201596.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -201602.015625 Penalty: 4015.719482
	Iteration 47Q: 3 clusters Score -201602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -201604.968750 Penalty: 4015.719482
	Iteration 48Q: 3 clusters Score -201605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -201607.500000 Penalty: 4015.719482
	Iteration 49Q: 3 clusters Score -201607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -201610.296875 Penalty: 4015.719482
	Iteration 50Q: 3 clusters Score -201610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -201612.562500 Penalty: 4015.719482
	Iteration 51Q: 3 clusters Score -201612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -201614.109375 Penalty: 4015.719482
	Iteration 52Q: 3 clusters Score -201614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -201615.718750 Penalty: 4015.719482
	Iteration 53Q: 3 clusters Score -201615.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -201617.265625 Penalty: 4015.719482
	Iteration 54Q: 3 clusters Score -201617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -201619.968750 Penalty: 4015.719482
	Iteration 55Q: 3 clusters Score -201620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -201622.984375 Penalty: 4015.719482
	Iteration 56Q: 3 clusters Score -201623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -201626.687500 Penalty: 4015.719482
	Iteration 57Q: 3 clusters Score -201626.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -201630.046875 Penalty: 4015.719482
	Iteration 58Q: 3 clusters Score -201630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -201632.265625 Penalty: 4015.719482
	Iteration 59Q: 3 clusters Score -201632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -201633.359375 Penalty: 4015.719482
	Iteration 60F: 3 clusters Score -201633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -201634.250000 Penalty: 4015.719482
	Iteration 61Q: 3 clusters Score -201634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201634.937500 Penalty: 4015.719482
	Iteration 62Q: 3 clusters Score -201634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -201634.968750 Penalty: 4015.719482
	Iteration 63Q: 3 clusters Score -201635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -201635.312500 Penalty: 4015.719482
	Iteration 64Q: 3 clusters Score -201635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -201636.062500 Penalty: 4015.719482
	Iteration 65Q: 3 clusters Score -201636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -201636.296875 Penalty: 4015.719482
	Iteration 66Q: 3 clusters Score -201636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -201637.562500 Penalty: 4015.719482
	Iteration 67Q: 3 clusters Score -201637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -201638.218750 Penalty: 4015.719482
	Iteration 68Q: 3 clusters Score -201638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -201638.703125 Penalty: 4015.719482
	Iteration 69Q: 3 clusters Score -201638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -201638.765625 Penalty: 4015.719482
	Iteration 70Q: 3 clusters Score -201638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -201638.765625 Penalty: 4015.719482
	Iteration 71F: 3 clusters Score -201638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -85174.289062 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -85174.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83140.773438 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -83140.77 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -83435.070312 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -83435.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83507.117188 Penalty: 3496.860840
	Iteration 2Q: 3 clusters Score -83507.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83548.679688 Penalty: 3496.860840
	Iteration 3Q: 3 clusters Score -83548.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83592.593750 Penalty: 3496.860840
	Iteration 4Q: 3 clusters Score -83592.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -83625.000000 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -83625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83647.578125 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -83647.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83678.320312 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -83678.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83713.156250 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -83713.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83739.273438 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -83739.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83754.148438 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -83754.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -83767.484375 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -83767.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83781.945312 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -83781.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -83794.632812 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -83794.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83810.367188 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -83810.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83826.078125 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -83826.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83829.695312 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -83829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83832.015625 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -83832.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83834.953125 Penalty: 3496.860840
	Iteration 18Q: 3 clusters Score -83834.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83840.445312 Penalty: 3496.860840
	Iteration 19Q: 3 clusters Score -83840.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83843.945312 Penalty: 3496.860840
	Iteration 20F: 3 clusters Score -83843.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Entering Unmasked Estep 
Score: -393072.593750 Penalty: 2120.507568
	Iteration 0F: 2 clusters Score -393072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -388471.062500 Penalty: 4241.015137
	Iteration 0F: 3 clusters Score -388471.1 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -389575.968750 Penalty: 4241.015137
	Iteration 1F: 3 clusters Score -389576 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -389851.593750 Penalty: 4241.015137
	Iteration 2F: 3 clusters Score -389851.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -390052.281250 Penalty: 4241.015137
	Iteration 3F: 3 clusters Score -390052.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -390252.187500 Penalty: 4241.015137
	Iteration 4F: 3 clusters Score -390252.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -390437.000000 Penalty: 4241.015137
	Iteration 5Q: 3 clusters Score -390437 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -390604.718750 Penalty: 4241.015137
	Iteration 6Q: 3 clusters Score -390604.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -390793.281250 Penalty: 4241.015137
	Iteration 7Q: 3 clusters Score -390793.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -390973.656250 Penalty: 4241.015137
	Iteration 8Q: 3 clusters Score -390973.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -391147.250000 Penalty: 4241.015137
	Iteration 9Q: 3 clusters Score -391147.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -391305.531250 Penalty: 4241.015137
	Iteration 10Q: 3 clusters Score -391305.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -391417.875000 Penalty: 4241.015137
	Iteration 11Q: 3 clusters Score -391417.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -391499.718750 Penalty: 4241.015137
	Iteration 12Q: 3 clusters Score -391499.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -391563.031250 Penalty: 4241.015137
	Iteration 13Q: 3 clusters Score -391563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -391614.718750 Penalty: 4241.015137
	Iteration 14Q: 3 clusters Score -391614.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -391666.031250 Penalty: 4241.015137
	Iteration 15Q: 3 clusters Score -391666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -391716.125000 Penalty: 4241.015137
	Iteration 16Q: 3 clusters Score -391716.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -391773.843750 Penalty: 4241.015137
	Iteration 17Q: 3 clusters Score -391773.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -391828.343750 Penalty: 4241.015137
	Iteration 18Q: 3 clusters Score -391828.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -391900.687500 Penalty: 4241.015137
	Iteration 19Q: 3 clusters Score -391900.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -391979.718750 Penalty: 4241.015137
	Iteration 20F: 3 clusters Score -391979.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -392050.437500 Penalty: 4241.015137
	Iteration 21Q: 3 clusters Score -392050.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -392100.750000 Penalty: 4241.015137
	Iteration 22Q: 3 clusters Score -392100.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -392127.437500 Penalty: 4241.015137
	Iteration 23Q: 3 clusters Score -392127.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -392148.750000 Penalty: 4241.015137
	Iteration 24Q: 3 clusters Score -392148.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -392164.437500 Penalty: 4241.015137
	Iteration 25Q: 3 clusters Score -392164.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -392173.812500 Penalty: 4241.015137
	Iteration 26Q: 3 clusters Score -392173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -392178.500000 Penalty: 4241.015137
	Iteration 27Q: 3 clusters Score -392178.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -392182.500000 Penalty: 4241.015137
	Iteration 28Q: 3 clusters Score -392182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -392185.000000 Penalty: 4241.015137
	Iteration 29Q: 3 clusters Score -392185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -392187.218750 Penalty: 4241.015137
	Iteration 30Q: 3 clusters Score -392187.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -392188.187500 Penalty: 4241.015137
	Iteration 31Q: 3 clusters Score -392188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -392189.531250 Penalty: 4241.015137
	Iteration 32Q: 3 clusters Score -392189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -392191.687500 Penalty: 4241.015137
	Iteration 33Q: 3 clusters Score -392191.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -392193.218750 Penalty: 4241.015137
	Iteration 34Q: 3 clusters Score -392193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -392193.218750 Penalty: 4241.015137
	Iteration 35F: 3 clusters Score -392193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -268630.375000 Penalty: 2020.671021
	Iteration 0F: 2 clusters Score -268630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -265104.750000 Penalty: 4041.342041
	Iteration 0F: 3 clusters Score -265104.8 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -265933.750000 Penalty: 4041.342041
	Iteration 1F: 3 clusters Score -265933.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -266182.343750 Penalty: 4041.342041
	Iteration 2F: 3 clusters Score -266182.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -266382.031250 Penalty: 4041.342041
	Iteration 3F: 3 clusters Score -266382 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -266555.906250 Penalty: 4041.342041
	Iteration 4F: 3 clusters Score -266555.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -266729.562500 Penalty: 4041.342041
	Iteration 5Q: 3 clusters Score -266729.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -266881.093750 Penalty: 4041.342041
	Iteration 6Q: 3 clusters Score -266881.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -267014.500000 Penalty: 4041.342041
	Iteration 7Q: 3 clusters Score -267014.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -267117.875000 Penalty: 4041.342041
	Iteration 8Q: 3 clusters Score -267117.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -267210.906250 Penalty: 4041.342041
	Iteration 9Q: 3 clusters Score -267210.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -267263.125000 Penalty: 4041.342041
	Iteration 10Q: 3 clusters Score -267263.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -267305.437500 Penalty: 4041.342041
	Iteration 11Q: 3 clusters Score -267305.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -267333.000000 Penalty: 4041.342041
	Iteration 12Q: 3 clusters Score -267333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -267349.843750 Penalty: 4041.342041
	Iteration 13Q: 3 clusters Score -267349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -267364.625000 Penalty: 4041.342041
	Iteration 14Q: 3 clusters Score -267364.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -267377.531250 Penalty: 4041.342041
	Iteration 15Q: 3 clusters Score -267377.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -267390.125000 Penalty: 4041.342041
	Iteration 16Q: 3 clusters Score -267390.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -267401.531250 Penalty: 4041.342041
	Iteration 17Q: 3 clusters Score -267401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -267409.531250 Penalty: 4041.342041
	Iteration 18Q: 3 clusters Score -267409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -267414.125000 Penalty: 4041.342041
	Iteration 19Q: 3 clusters Score -267414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -267416.468750 Penalty: 4041.342041
	Iteration 20F: 3 clusters Score -267416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -267416.937500 Penalty: 4041.342041
	Iteration 21Q: 3 clusters Score -267416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -267416.937500 Penalty: 4041.342041
	Iteration 22F: 3 clusters Score -267416.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 29152 members 
Mstep: Class 3 contains 17175 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 18641 members 
Mstep: Class 7 contains 95294 members 
Mstep: Class 8 contains 16187 members 
Mstep: Class 9 contains 844525 members 
Mstep: Class 10 contains 34046 members 
Mstep: Class 11 contains 261510 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22881 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 24968 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 48704 members 
Mstep: Class 19 contains 52743 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 19168 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 162286 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24900 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5169 members 
Mstep: Class 31 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800560.000000 Penalty: 114399.593750
Iteration 159Q: 33 clusters Score -1.428006e+08 nChanged 13232
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 17120 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 18656 members 
Mstep: Class 7 contains 95463 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 846498 members 
Mstep: Class 10 contains 33994 members 
Mstep: Class 11 contains 261468 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22574 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37415 members 
Mstep: Class 16 contains 24997 members 
Mstep: Class 17 contains 3170 members 
Mstep: Class 18 contains 48802 members 
Mstep: Class 19 contains 51229 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162210 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24946 members 
Mstep: Class 27 contains 8696 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5181 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 22838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142802416.000000 Penalty: 114399.593750
Iteration 160F: 33 clusters Score -1.428024e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 29147 members 
Mstep: Class 3 contains 17089 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 6529 members 
Mstep: Class 6 contains 18695 members 
Mstep: Class 7 contains 95480 members 
Mstep: Class 8 contains 16160 members 
Mstep: Class 9 contains 846482 members 
Mstep: Class 10 contains 33877 members 
Mstep: Class 11 contains 261449 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22368 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37413 members 
Mstep: Class 16 contains 24985 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 48818 members 
Mstep: Class 19 contains 49944 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 19132 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 162087 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24959 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5193 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 24606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142803824.000000 Penalty: 114399.593750
Iteration 161Q: 33 clusters Score -1.428038e+08 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 29142 members 
Mstep: Class 3 contains 17069 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 6529 members 
Mstep: Class 6 contains 18722 members 
Mstep: Class 7 contains 95463 members 
Mstep: Class 8 contains 16152 members 
Mstep: Class 9 contains 846432 members 
Mstep: Class 10 contains 33812 members 
Mstep: Class 11 contains 261640 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22212 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37444 members 
Mstep: Class 16 contains 25017 members 
Mstep: Class 17 contains 3172 members 
Mstep: Class 18 contains 48858 members 
Mstep: Class 19 contains 48809 members 
Mstep: Class 20 contains 9246 members 
Mstep: Class 21 contains 19096 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 161975 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24974 members 
Mstep: Class 27 contains 8710 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5207 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 25847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804064.000000 Penalty: 114399.593750
Iteration 162Q: 33 clusters Score -1.428041e+08 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 29135 members 
Mstep: Class 3 contains 17051 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 6530 members 
Mstep: Class 6 contains 18732 members 
Mstep: Class 7 contains 95454 members 
Mstep: Class 8 contains 16142 members 
Mstep: Class 9 contains 846289 members 
Mstep: Class 10 contains 33783 members 
Mstep: Class 11 contains 261730 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22102 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37469 members 
Mstep: Class 16 contains 25046 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 48945 members 
Mstep: Class 19 contains 47872 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 19076 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20732 members 
Mstep: Class 24 contains 161891 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 24997 members 
Mstep: Class 27 contains 8719 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5216 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 26927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142804480.000000 Penalty: 114399.593750
Iteration 163Q: 33 clusters Score -1.428045e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 29134 members 
Mstep: Class 3 contains 17049 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 6530 members 
Mstep: Class 6 contains 18750 members 
Mstep: Class 7 contains 95459 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 9 contains 846158 members 
Mstep: Class 10 contains 33781 members 
Mstep: Class 11 contains 261833 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 22001 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37459 members 
Mstep: Class 16 contains 25070 members 
Mstep: Class 17 contains 3167 members 
Mstep: Class 18 contains 49049 members 
Mstep: Class 19 contains 47049 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 19067 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20731 members 
Mstep: Class 24 contains 161786 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25009 members 
Mstep: Class 27 contains 8730 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5227 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805248.000000 Penalty: 114399.593750
Iteration 164Q: 33 clusters Score -1.428052e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 29132 members 
Mstep: Class 3 contains 17050 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 18779 members 
Mstep: Class 7 contains 95478 members 
Mstep: Class 8 contains 16124 members 
Mstep: Class 9 contains 846084 members 
Mstep: Class 10 contains 33763 members 
Mstep: Class 11 contains 261924 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21904 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37458 members 
Mstep: Class 16 contains 25116 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 49116 members 
Mstep: Class 19 contains 46292 members 
Mstep: Class 20 contains 9244 members 
Mstep: Class 21 contains 19057 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 161709 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25035 members 
Mstep: Class 27 contains 8738 members 
Mstep: Class 28 contains 3285 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5239 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 28585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805072.000000 Penalty: 114399.593750
Iteration 165Q: 33 clusters Score -1.428051e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 29123 members 
Mstep: Class 3 contains 17042 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 18807 members 
Mstep: Class 7 contains 95493 members 
Mstep: Class 8 contains 16118 members 
Mstep: Class 9 contains 846010 members 
Mstep: Class 10 contains 33774 members 
Mstep: Class 11 contains 261980 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21825 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 37432 members 
Mstep: Class 16 contains 25171 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 49200 members 
Mstep: Class 19 contains 45645 members 
Mstep: Class 20 contains 9242 members 
Mstep: Class 21 contains 19043 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 20729 members 
Mstep: Class 24 contains 161610 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25065 members 
Mstep: Class 27 contains 8744 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 29261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805072.000000 Penalty: 114399.593750
Iteration 166Q: 33 clusters Score -1.428051e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 29126 members 
Mstep: Class 3 contains 17045 members 
Mstep: Class 4 contains 4418 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 18821 members 
Mstep: Class 7 contains 95494 members 
Mstep: Class 8 contains 16105 members 
Mstep: Class 9 contains 845929 members 
Mstep: Class 10 contains 33816 members 
Mstep: Class 11 contains 261985 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 37417 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 3136 members 
Mstep: Class 18 contains 49274 members 
Mstep: Class 19 contains 45090 members 
Mstep: Class 20 contains 9243 members 
Mstep: Class 21 contains 19035 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 20728 members 
Mstep: Class 24 contains 161529 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25098 members 
Mstep: Class 27 contains 8750 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5259 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 29834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805376.000000 Penalty: 114399.593750
Iteration 167Q: 33 clusters Score -1.428054e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 29122 members 
Mstep: Class 3 contains 17044 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 18838 members 
Mstep: Class 7 contains 95513 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 845833 members 
Mstep: Class 10 contains 33877 members 
Mstep: Class 11 contains 261945 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21719 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 37391 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 49336 members 
Mstep: Class 19 contains 44621 members 
Mstep: Class 20 contains 9241 members 
Mstep: Class 21 contains 19027 members 
Mstep: Class 22 contains 1833 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161459 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25133 members 
Mstep: Class 27 contains 8758 members 
Mstep: Class 28 contains 3288 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5265 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 30355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805504.000000 Penalty: 114399.593750
Iteration 168Q: 33 clusters Score -1.428055e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29118 members 
Mstep: Class 3 contains 17061 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 6531 members 
Mstep: Class 6 contains 18846 members 
Mstep: Class 7 contains 95561 members 
Mstep: Class 8 contains 16075 members 
Mstep: Class 9 contains 845702 members 
Mstep: Class 10 contains 33934 members 
Mstep: Class 11 contains 261939 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21673 members 
Mstep: Class 14 contains 8602 members 
Mstep: Class 15 contains 37355 members 
Mstep: Class 16 contains 25332 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 49386 members 
Mstep: Class 19 contains 44200 members 
Mstep: Class 20 contains 9238 members 
Mstep: Class 21 contains 19019 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161398 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25156 members 
Mstep: Class 27 contains 8767 members 
Mstep: Class 28 contains 3287 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5273 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 30828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805760.000000 Penalty: 114399.593750
Iteration 169Q: 33 clusters Score -1.428058e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 3 contains 17077 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 18846 members 
Mstep: Class 7 contains 95620 members 
Mstep: Class 8 contains 16066 members 
Mstep: Class 9 contains 845564 members 
Mstep: Class 10 contains 33981 members 
Mstep: Class 11 contains 261888 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 37333 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 3108 members 
Mstep: Class 18 contains 49448 members 
Mstep: Class 19 contains 43821 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 19011 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161353 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25191 members 
Mstep: Class 27 contains 8772 members 
Mstep: Class 28 contains 3287 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5281 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 31238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805952.000000 Penalty: 114399.593750
Iteration 170Q: 33 clusters Score -1.42806e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 29114 members 
Mstep: Class 3 contains 17090 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 18860 members 
Mstep: Class 7 contains 95675 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 9 contains 845445 members 
Mstep: Class 10 contains 34024 members 
Mstep: Class 11 contains 261847 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21617 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 37296 members 
Mstep: Class 16 contains 25430 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 49487 members 
Mstep: Class 19 contains 43500 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 19000 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20722 members 
Mstep: Class 24 contains 161325 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25211 members 
Mstep: Class 27 contains 8784 members 
Mstep: Class 28 contains 3287 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5290 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 31590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 114399.593750
Iteration 171Q: 33 clusters Score -1.428058e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 29117 members 
Mstep: Class 3 contains 17108 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 18873 members 
Mstep: Class 7 contains 95712 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 9 contains 845313 members 
Mstep: Class 10 contains 34065 members 
Mstep: Class 11 contains 261779 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21585 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 37265 members 
Mstep: Class 16 contains 25472 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 49542 members 
Mstep: Class 19 contains 43234 members 
Mstep: Class 20 contains 9238 members 
Mstep: Class 21 contains 18997 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161306 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25235 members 
Mstep: Class 27 contains 8795 members 
Mstep: Class 28 contains 3286 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 31915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 114399.593750
Iteration 172Q: 33 clusters Score -1.428058e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 3 contains 17117 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 6532 members 
Mstep: Class 6 contains 18892 members 
Mstep: Class 7 contains 95740 members 
Mstep: Class 8 contains 16057 members 
Mstep: Class 9 contains 845257 members 
Mstep: Class 10 contains 34088 members 
Mstep: Class 11 contains 261713 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21560 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37218 members 
Mstep: Class 16 contains 25520 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 49583 members 
Mstep: Class 19 contains 42972 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20719 members 
Mstep: Class 24 contains 161308 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25264 members 
Mstep: Class 27 contains 8800 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5297 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 32184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 33 clusters Score -1.428056e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 29108 members 
Mstep: Class 3 contains 17118 members 
Mstep: Class 4 contains 4422 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 18916 members 
Mstep: Class 7 contains 95770 members 
Mstep: Class 8 contains 16055 members 
Mstep: Class 9 contains 845202 members 
Mstep: Class 10 contains 34127 members 
Mstep: Class 11 contains 261625 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21535 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37182 members 
Mstep: Class 16 contains 25565 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 49632 members 
Mstep: Class 19 contains 42765 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18978 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20719 members 
Mstep: Class 24 contains 161311 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25286 members 
Mstep: Class 27 contains 8801 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5301 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 32408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805840.000000 Penalty: 114399.593750
Iteration 174Q: 33 clusters Score -1.428058e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 17129 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18929 members 
Mstep: Class 7 contains 95788 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 9 contains 845137 members 
Mstep: Class 10 contains 34142 members 
Mstep: Class 11 contains 261555 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21525 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37145 members 
Mstep: Class 16 contains 25609 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 42582 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18964 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20719 members 
Mstep: Class 24 contains 161317 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25310 members 
Mstep: Class 27 contains 8800 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5305 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 32618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805776.000000 Penalty: 114399.593750
Iteration 175Q: 33 clusters Score -1.428058e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 29099 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18942 members 
Mstep: Class 7 contains 95803 members 
Mstep: Class 8 contains 16048 members 
Mstep: Class 9 contains 845094 members 
Mstep: Class 10 contains 34172 members 
Mstep: Class 11 contains 261478 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21503 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37116 members 
Mstep: Class 16 contains 25653 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 49723 members 
Mstep: Class 19 contains 42409 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18957 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161326 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25338 members 
Mstep: Class 27 contains 8802 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5313 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 32783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 114399.593750
Iteration 176Q: 33 clusters Score -1.428056e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 29094 members 
Mstep: Class 3 contains 17147 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18959 members 
Mstep: Class 7 contains 95826 members 
Mstep: Class 8 contains 16043 members 
Mstep: Class 9 contains 845034 members 
Mstep: Class 10 contains 34207 members 
Mstep: Class 11 contains 261413 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21483 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37091 members 
Mstep: Class 16 contains 25715 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 49750 members 
Mstep: Class 19 contains 42254 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18954 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 161331 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25363 members 
Mstep: Class 27 contains 8804 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5319 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 32922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805824.000000 Penalty: 114399.593750
Iteration 177Q: 33 clusters Score -1.428058e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29091 members 
Mstep: Class 3 contains 17165 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18964 members 
Mstep: Class 7 contains 95861 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 844982 members 
Mstep: Class 10 contains 34229 members 
Mstep: Class 11 contains 261337 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21464 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37068 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 49775 members 
Mstep: Class 19 contains 42109 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18952 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161341 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25383 members 
Mstep: Class 27 contains 8804 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5333 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 114399.593750
Iteration 178Q: 33 clusters Score -1.428057e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29085 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18981 members 
Mstep: Class 7 contains 95900 members 
Mstep: Class 8 contains 16042 members 
Mstep: Class 9 contains 844946 members 
Mstep: Class 10 contains 34243 members 
Mstep: Class 11 contains 261244 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21458 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 37044 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 49804 members 
Mstep: Class 19 contains 41974 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18952 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20719 members 
Mstep: Class 24 contains 161348 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25401 members 
Mstep: Class 27 contains 8806 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5341 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 33 clusters Score -1.428059e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29081 members 
Mstep: Class 3 contains 17194 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18994 members 
Mstep: Class 7 contains 95932 members 
Mstep: Class 8 contains 16039 members 
Mstep: Class 9 contains 844909 members 
Mstep: Class 10 contains 34259 members 
Mstep: Class 11 contains 261152 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21451 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 37013 members 
Mstep: Class 16 contains 25869 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 49835 members 
Mstep: Class 19 contains 41860 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18951 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161350 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25426 members 
Mstep: Class 27 contains 8810 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5353 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805568.000000 Penalty: 114399.593750
Iteration 180F: 33 clusters Score -1.428056e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29076 members 
Mstep: Class 3 contains 17204 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 18999 members 
Mstep: Class 7 contains 95952 members 
Mstep: Class 8 contains 16035 members 
Mstep: Class 9 contains 844879 members 
Mstep: Class 10 contains 34270 members 
Mstep: Class 11 contains 261080 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21437 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36998 members 
Mstep: Class 16 contains 25923 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 49860 members 
Mstep: Class 19 contains 41755 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18955 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20722 members 
Mstep: Class 24 contains 161358 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25445 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5360 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 114399.593750
Iteration 181Q: 33 clusters Score -1.428056e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19007 members 
Mstep: Class 7 contains 95971 members 
Mstep: Class 8 contains 16032 members 
Mstep: Class 9 contains 844839 members 
Mstep: Class 10 contains 34277 members 
Mstep: Class 11 contains 261003 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21421 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36977 members 
Mstep: Class 16 contains 25972 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 49898 members 
Mstep: Class 19 contains 41669 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18960 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20721 members 
Mstep: Class 24 contains 161368 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25464 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5371 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805568.000000 Penalty: 114399.593750
Iteration 182Q: 33 clusters Score -1.428056e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 17222 members 
Mstep: Class 4 contains 4424 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19020 members 
Mstep: Class 7 contains 95994 members 
Mstep: Class 8 contains 16032 members 
Mstep: Class 9 contains 844806 members 
Mstep: Class 10 contains 34289 members 
Mstep: Class 11 contains 260900 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21413 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36956 members 
Mstep: Class 16 contains 26020 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 49928 members 
Mstep: Class 19 contains 41602 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18959 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20721 members 
Mstep: Class 24 contains 161382 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25481 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5377 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805520.000000 Penalty: 114399.593750
Iteration 183Q: 33 clusters Score -1.428055e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29075 members 
Mstep: Class 3 contains 17229 members 
Mstep: Class 4 contains 4426 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19035 members 
Mstep: Class 7 contains 96012 members 
Mstep: Class 8 contains 16033 members 
Mstep: Class 9 contains 844791 members 
Mstep: Class 10 contains 34294 members 
Mstep: Class 11 contains 260814 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36951 members 
Mstep: Class 16 contains 26060 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 49953 members 
Mstep: Class 19 contains 41525 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18954 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161394 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25496 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805472.000000 Penalty: 114399.593750
Iteration 184Q: 33 clusters Score -1.428055e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29075 members 
Mstep: Class 3 contains 17235 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19048 members 
Mstep: Class 7 contains 96028 members 
Mstep: Class 8 contains 16032 members 
Mstep: Class 9 contains 844764 members 
Mstep: Class 10 contains 34304 members 
Mstep: Class 11 contains 260744 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36940 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 49981 members 
Mstep: Class 19 contains 41452 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18949 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161402 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25504 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33630 members 
Entering Unmasked Estep 
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Iteration 185Q: 33 clusters Score -1.428057e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 17243 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19053 members 
Mstep: Class 7 contains 96038 members 
Mstep: Class 8 contains 16031 members 
Mstep: Class 9 contains 844748 members 
Mstep: Class 10 contains 34317 members 
Mstep: Class 11 contains 260679 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21387 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36939 members 
Mstep: Class 16 contains 26153 members 
Mstep: Class 17 contains 2942 members 
Mstep: Class 18 contains 50007 members 
Mstep: Class 19 contains 41382 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18944 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 161409 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25513 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33684 members 
Entering Unmasked Estep 
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Iteration 186Q: 33 clusters Score -1.428055e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29071 members 
Mstep: Class 3 contains 17250 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19063 members 
Mstep: Class 7 contains 96045 members 
Mstep: Class 8 contains 16033 members 
Mstep: Class 9 contains 844717 members 
Mstep: Class 10 contains 34328 members 
Mstep: Class 11 contains 260649 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21380 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36929 members 
Mstep: Class 16 contains 26181 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 50032 members 
Mstep: Class 19 contains 41304 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18942 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 161420 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25522 members 
Mstep: Class 27 contains 8815 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5380 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33741 members 
Entering Unmasked Estep 
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Iteration 187Q: 33 clusters Score -1.428056e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29066 members 
Mstep: Class 3 contains 17257 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19067 members 
Mstep: Class 7 contains 96066 members 
Mstep: Class 8 contains 16033 members 
Mstep: Class 9 contains 844678 members 
Mstep: Class 10 contains 34339 members 
Mstep: Class 11 contains 260614 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21377 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36925 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 50051 members 
Mstep: Class 19 contains 41235 members 
Mstep: Class 20 contains 9237 members 
Mstep: Class 21 contains 18935 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161428 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25530 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5381 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33806 members 
Entering Unmasked Estep 
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Iteration 188Q: 33 clusters Score -1.428057e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29063 members 
Mstep: Class 3 contains 17266 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19068 members 
Mstep: Class 7 contains 96080 members 
Mstep: Class 8 contains 16033 members 
Mstep: Class 9 contains 844643 members 
Mstep: Class 10 contains 34352 members 
Mstep: Class 11 contains 260575 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21373 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36914 members 
Mstep: Class 16 contains 26222 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 50070 members 
Mstep: Class 19 contains 41188 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18931 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161441 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25539 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33853 members 
Entering Unmasked Estep 
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Iteration 189Q: 33 clusters Score -1.428057e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29061 members 
Mstep: Class 3 contains 17274 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19070 members 
Mstep: Class 7 contains 96097 members 
Mstep: Class 8 contains 16032 members 
Mstep: Class 9 contains 844632 members 
Mstep: Class 10 contains 34359 members 
Mstep: Class 11 contains 260528 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21371 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36902 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 50085 members 
Mstep: Class 19 contains 41151 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18927 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161459 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25544 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805792.000000 Penalty: 114399.593750
Iteration 190Q: 33 clusters Score -1.428058e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29061 members 
Mstep: Class 3 contains 17286 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19073 members 
Mstep: Class 7 contains 96115 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 844620 members 
Mstep: Class 10 contains 34366 members 
Mstep: Class 11 contains 260499 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36898 members 
Mstep: Class 16 contains 26254 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 50100 members 
Mstep: Class 19 contains 41112 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18923 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161461 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25550 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805584.000000 Penalty: 114399.593750
Iteration 191Q: 33 clusters Score -1.428056e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29060 members 
Mstep: Class 3 contains 17302 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19072 members 
Mstep: Class 7 contains 96135 members 
Mstep: Class 8 contains 16030 members 
Mstep: Class 9 contains 844600 members 
Mstep: Class 10 contains 34369 members 
Mstep: Class 11 contains 260464 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21360 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36891 members 
Mstep: Class 16 contains 26274 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 50103 members 
Mstep: Class 19 contains 41080 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18920 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 161474 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25557 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805680.000000 Penalty: 114399.593750
Iteration 192Q: 33 clusters Score -1.428057e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29058 members 
Mstep: Class 3 contains 17326 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19075 members 
Mstep: Class 7 contains 96141 members 
Mstep: Class 8 contains 16026 members 
Mstep: Class 9 contains 844576 members 
Mstep: Class 10 contains 34377 members 
Mstep: Class 11 contains 260447 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21355 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36886 members 
Mstep: Class 16 contains 26293 members 
Mstep: Class 17 contains 2906 members 
Mstep: Class 18 contains 50107 members 
Mstep: Class 19 contains 41044 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18917 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 161486 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25566 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805600.000000 Penalty: 114399.593750
Iteration 193Q: 33 clusters Score -1.428056e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29060 members 
Mstep: Class 3 contains 17345 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19074 members 
Mstep: Class 7 contains 96157 members 
Mstep: Class 8 contains 16027 members 
Mstep: Class 9 contains 844562 members 
Mstep: Class 10 contains 34383 members 
Mstep: Class 11 contains 260432 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21353 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36881 members 
Mstep: Class 16 contains 26307 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 50113 members 
Mstep: Class 19 contains 41001 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18916 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161495 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25576 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805696.000000 Penalty: 114399.593750
Iteration 194Q: 33 clusters Score -1.428057e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29057 members 
Mstep: Class 3 contains 17362 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19074 members 
Mstep: Class 7 contains 96172 members 
Mstep: Class 8 contains 16025 members 
Mstep: Class 9 contains 844538 members 
Mstep: Class 10 contains 34396 members 
Mstep: Class 11 contains 260414 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21352 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36874 members 
Mstep: Class 16 contains 26318 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 50120 members 
Mstep: Class 19 contains 40965 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18916 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161504 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25591 members 
Mstep: Class 27 contains 8815 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 114399.593750
Iteration 195Q: 33 clusters Score -1.428056e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29057 members 
Mstep: Class 3 contains 17368 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19077 members 
Mstep: Class 7 contains 96191 members 
Mstep: Class 8 contains 16021 members 
Mstep: Class 9 contains 844513 members 
Mstep: Class 10 contains 34407 members 
Mstep: Class 11 contains 260410 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21351 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36868 members 
Mstep: Class 16 contains 26327 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 50131 members 
Mstep: Class 19 contains 40919 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18917 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161512 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25608 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805632.000000 Penalty: 114399.593750
Iteration 196Q: 33 clusters Score -1.428056e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29056 members 
Mstep: Class 3 contains 17376 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19077 members 
Mstep: Class 7 contains 96202 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 844499 members 
Mstep: Class 10 contains 34416 members 
Mstep: Class 11 contains 260406 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21346 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36863 members 
Mstep: Class 16 contains 26333 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 50139 members 
Mstep: Class 19 contains 40886 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18917 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161519 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25619 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 33991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805776.000000 Penalty: 114399.593750
Iteration 197Q: 33 clusters Score -1.428058e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29055 members 
Mstep: Class 3 contains 17384 members 
Mstep: Class 4 contains 4428 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19082 members 
Mstep: Class 7 contains 96211 members 
Mstep: Class 8 contains 16016 members 
Mstep: Class 9 contains 844481 members 
Mstep: Class 10 contains 34414 members 
Mstep: Class 11 contains 260382 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21342 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36857 members 
Mstep: Class 16 contains 26346 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 50155 members 
Mstep: Class 19 contains 40866 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18915 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161529 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25623 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5382 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 34006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 114399.593750
Iteration 198Q: 33 clusters Score -1.428056e+08 nChanged 158
Entering ConstructFrom: 
Score: -142805648.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (4104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Entering Unmasked Estep 
Score: -312792.843750 Penalty: 2063.290039
	Iteration 0F: 2 clusters Score -312792.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -308858.687500 Penalty: 4126.580078
	Iteration 0F: 3 clusters Score -308858.7 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -309672.031250 Penalty: 4126.580078
	Iteration 1F: 3 clusters Score -309672 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -309842.593750 Penalty: 4126.580078
	Iteration 2F: 3 clusters Score -309842.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -309962.593750 Penalty: 4126.580078
	Iteration 3F: 3 clusters Score -309962.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -310076.093750 Penalty: 4126.580078
	Iteration 4Q: 3 clusters Score -310076.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -310182.031250 Penalty: 4126.580078
	Iteration 5Q: 3 clusters Score -310182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -310275.875000 Penalty: 4126.580078
	Iteration 6Q: 3 clusters Score -310275.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -310357.437500 Penalty: 4126.580078
	Iteration 7Q: 3 clusters Score -310357.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -310423.000000 Penalty: 4126.580078
	Iteration 8Q: 3 clusters Score -310423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -310487.625000 Penalty: 4126.580078
	Iteration 9Q: 3 clusters Score -310487.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -310555.468750 Penalty: 4126.580078
	Iteration 10Q: 3 clusters Score -310555.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -310625.593750 Penalty: 4126.580078
	Iteration 11Q: 3 clusters Score -310625.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310681.593750 Penalty: 4126.580078
	Iteration 12Q: 3 clusters Score -310681.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -310725.750000 Penalty: 4126.580078
	Iteration 13Q: 3 clusters Score -310725.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -310763.937500 Penalty: 4126.580078
	Iteration 14Q: 3 clusters Score -310763.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -310794.031250 Penalty: 4126.580078
	Iteration 15Q: 3 clusters Score -310794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -310824.125000 Penalty: 4126.580078
	Iteration 16Q: 3 clusters Score -310824.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -310850.781250 Penalty: 4126.580078
	Iteration 17Q: 3 clusters Score -310850.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -310875.281250 Penalty: 4126.580078
	Iteration 18Q: 3 clusters Score -310875.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -310895.968750 Penalty: 4126.580078
	Iteration 19Q: 3 clusters Score -310896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -310908.218750 Penalty: 4126.580078
	Iteration 20F: 3 clusters Score -310908.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -310919.875000 Penalty: 4126.580078
	Iteration 21Q: 3 clusters Score -310919.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -310932.031250 Penalty: 4126.580078
	Iteration 22Q: 3 clusters Score -310932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -310938.625000 Penalty: 4126.580078
	Iteration 23Q: 3 clusters Score -310938.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -310943.625000 Penalty: 4126.580078
	Iteration 24Q: 3 clusters Score -310943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -310945.968750 Penalty: 4126.580078
	Iteration 25Q: 3 clusters Score -310946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -310949.843750 Penalty: 4126.580078
	Iteration 26Q: 3 clusters Score -310949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -310954.906250 Penalty: 4126.580078
	Iteration 27Q: 3 clusters Score -310954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -310959.062500 Penalty: 4126.580078
	Iteration 28Q: 3 clusters Score -310959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -310964.218750 Penalty: 4126.580078
	Iteration 29Q: 3 clusters Score -310964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -310967.375000 Penalty: 4126.580078
	Iteration 30Q: 3 clusters Score -310967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -310969.968750 Penalty: 4126.580078
	Iteration 31Q: 3 clusters Score -310970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -310971.687500 Penalty: 4126.580078
	Iteration 32Q: 3 clusters Score -310971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -310973.468750 Penalty: 4126.580078
	Iteration 33Q: 3 clusters Score -310973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -310974.687500 Penalty: 4126.580078
	Iteration 34Q: 3 clusters Score -310974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -310974.687500 Penalty: 4126.580078
	Iteration 35F: 3 clusters Score -310974.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Entering Unmasked Estep 
Score: -2254956.500000 Penalty: 2548.674072
	Iteration 0F: 2 clusters Score -2254956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2235041.500000 Penalty: 5097.348145
	Iteration 0F: 3 clusters Score -2235042 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2242034.750000 Penalty: 5097.348145
	Iteration 1F: 3 clusters Score -2242035 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2242484.750000 Penalty: 5097.348145
	Iteration 2Q: 3 clusters Score -2242485 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2242898.750000 Penalty: 5097.348145
	Iteration 3Q: 3 clusters Score -2242899 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2243385.750000 Penalty: 5097.348145
	Iteration 4Q: 3 clusters Score -2243386 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2243938.500000 Penalty: 5097.348145
	Iteration 5Q: 3 clusters Score -2243938 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2244621.750000 Penalty: 5097.348145
	Iteration 6Q: 3 clusters Score -2244622 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2245425.000000 Penalty: 5097.348145
	Iteration 7Q: 3 clusters Score -2245425 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2246418.000000 Penalty: 5097.348145
	Iteration 8F: 3 clusters Score -2246418 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2247600.250000 Penalty: 5097.348145
	Iteration 9F: 3 clusters Score -2247600 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2249017.750000 Penalty: 5097.348145
	Iteration 10F: 3 clusters Score -2249018 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2250313.000000 Penalty: 5097.348145
	Iteration 11F: 3 clusters Score -2250313 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2251297.500000 Penalty: 5097.348145
	Iteration 12Q: 3 clusters Score -2251298 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2252134.750000 Penalty: 5097.348145
	Iteration 13Q: 3 clusters Score -2252135 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2252868.500000 Penalty: 5097.348145
	Iteration 14Q: 3 clusters Score -2252868 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2253518.500000 Penalty: 5097.348145
	Iteration 15Q: 3 clusters Score -2253518 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2253962.500000 Penalty: 5097.348145
	Iteration 16Q: 3 clusters Score -2253962 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2254207.000000 Penalty: 5097.348145
	Iteration 17Q: 3 clusters Score -2254207 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2254331.500000 Penalty: 5097.348145
	Iteration 18Q: 3 clusters Score -2254332 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2254372.500000 Penalty: 5097.348145
	Iteration 19Q: 3 clusters Score -2254372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2254413.500000 Penalty: 5097.348145
	Iteration 20F: 3 clusters Score -2254414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2254424.500000 Penalty: 5097.348145
	Iteration 21Q: 3 clusters Score -2254424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2254439.250000 Penalty: 5097.348145
	Iteration 22Q: 3 clusters Score -2254439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2254438.500000 Penalty: 5097.348145
	Iteration 23Q: 3 clusters Score -2254438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2254439.000000 Penalty: 5097.348145
	Iteration 24Q: 3 clusters Score -2254439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2254443.500000 Penalty: 5097.348145
	Iteration 25Q: 3 clusters Score -2254444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2254449.750000 Penalty: 5097.348145
	Iteration 26Q: 3 clusters Score -2254450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2254451.250000 Penalty: 5097.348145
	Iteration 27Q: 3 clusters Score -2254451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2254450.750000 Penalty: 5097.348145
	Iteration 28Q: 3 clusters Score -2254451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2254448.250000 Penalty: 5097.348145
	Iteration 29Q: 3 clusters Score -2254448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2254451.750000 Penalty: 5097.348145
	Iteration 30Q: 3 clusters Score -2254452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2254456.750000 Penalty: 5097.348145
	Iteration 31Q: 3 clusters Score -2254457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2254455.000000 Penalty: 5097.348145
	Iteration 32Q: 3 clusters Score -2254455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2254453.250000 Penalty: 5097.348145
	Iteration 33Q: 3 clusters Score -2254453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2254459.500000 Penalty: 5097.348145
	Iteration 34Q: 3 clusters Score -2254460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2254455.750000 Penalty: 5097.348145
	Iteration 35Q: 3 clusters Score -2254456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2254457.000000 Penalty: 5097.348145
	Iteration 36Q: 3 clusters Score -2254457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2254457.250000 Penalty: 5097.348145
	Iteration 37Q: 3 clusters Score -2254457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2254457.250000 Penalty: 5097.348145
	Iteration 38F: 3 clusters Score -2254457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Entering Unmasked Estep 
Score: -1441365.625000 Penalty: 2421.413818
	Iteration 0F: 2 clusters Score -1441366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1429069.750000 Penalty: 4842.827637
	Iteration 0F: 3 clusters Score -1429070 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1433060.000000 Penalty: 4842.827637
	Iteration 1F: 3 clusters Score -1433060 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1433572.875000 Penalty: 4842.827637
	Iteration 2F: 3 clusters Score -1433573 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1434056.375000 Penalty: 4842.827637
	Iteration 3F: 3 clusters Score -1434056 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1434487.500000 Penalty: 4842.827637
	Iteration 4F: 3 clusters Score -1434488 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1434937.375000 Penalty: 4842.827637
	Iteration 5Q: 3 clusters Score -1434937 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1435474.500000 Penalty: 4842.827637
	Iteration 6Q: 3 clusters Score -1435474 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1436100.125000 Penalty: 4842.827637
	Iteration 7F: 3 clusters Score -1436100 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1436800.875000 Penalty: 4842.827637
	Iteration 8F: 3 clusters Score -1436801 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1437434.250000 Penalty: 4842.827637
	Iteration 9Q: 3 clusters Score -1437434 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1438014.375000 Penalty: 4842.827637
	Iteration 10Q: 3 clusters Score -1438014 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1438401.375000 Penalty: 4842.827637
	Iteration 11Q: 3 clusters Score -1438401 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1438687.875000 Penalty: 4842.827637
	Iteration 12Q: 3 clusters Score -1438688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1438896.625000 Penalty: 4842.827637
	Iteration 13Q: 3 clusters Score -1438897 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1439012.250000 Penalty: 4842.827637
	Iteration 14Q: 3 clusters Score -1439012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1439084.875000 Penalty: 4842.827637
	Iteration 15Q: 3 clusters Score -1439085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1439130.125000 Penalty: 4842.827637
	Iteration 16Q: 3 clusters Score -1439130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1439158.375000 Penalty: 4842.827637
	Iteration 17Q: 3 clusters Score -1439158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1439182.625000 Penalty: 4842.827637
	Iteration 18Q: 3 clusters Score -1439183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1439195.250000 Penalty: 4842.827637
	Iteration 19Q: 3 clusters Score -1439195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1439204.875000 Penalty: 4842.827637
	Iteration 20F: 3 clusters Score -1439205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1439214.625000 Penalty: 4842.827637
	Iteration 21Q: 3 clusters Score -1439215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1439226.125000 Penalty: 4842.827637
	Iteration 22Q: 3 clusters Score -1439226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1439229.375000 Penalty: 4842.827637
	Iteration 23Q: 3 clusters Score -1439229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1439233.625000 Penalty: 4842.827637
	Iteration 24Q: 3 clusters Score -1439234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1439235.500000 Penalty: 4842.827637
	Iteration 25Q: 3 clusters Score -1439236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1439235.500000 Penalty: 4842.827637
	Iteration 26F: 3 clusters Score -1439236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -343570.656250 Penalty: 2082.190430
	Iteration 0F: 2 clusters Score -343570.7 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 2210 members 
Entering Unmasked Estep 
Score: -339449.468750 Penalty: 4164.380859
	Iteration 0F: 3 clusters Score -339449.5 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -340372.531250 Penalty: 4164.380859
	Iteration 1F: 3 clusters Score -340372.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -340552.031250 Penalty: 4164.380859
	Iteration 2F: 3 clusters Score -340552 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -340650.312500 Penalty: 4164.380859
	Iteration 3Q: 3 clusters Score -340650.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -340716.250000 Penalty: 4164.380859
	Iteration 4Q: 3 clusters Score -340716.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -340773.875000 Penalty: 4164.380859
	Iteration 5Q: 3 clusters Score -340773.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -340806.875000 Penalty: 4164.380859
	Iteration 6Q: 3 clusters Score -340806.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -340832.593750 Penalty: 4164.380859
	Iteration 7Q: 3 clusters Score -340832.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -340854.531250 Penalty: 4164.380859
	Iteration 8Q: 3 clusters Score -340854.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -340871.468750 Penalty: 4164.380859
	Iteration 9Q: 3 clusters Score -340871.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -340884.625000 Penalty: 4164.380859
	Iteration 10Q: 3 clusters Score -340884.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -340895.906250 Penalty: 4164.380859
	Iteration 11Q: 3 clusters Score -340895.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -340904.656250 Penalty: 4164.380859
	Iteration 12Q: 3 clusters Score -340904.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -340914.281250 Penalty: 4164.380859
	Iteration 13Q: 3 clusters Score -340914.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -340925.125000 Penalty: 4164.380859
	Iteration 14Q: 3 clusters Score -340925.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -340931.343750 Penalty: 4164.380859
	Iteration 15Q: 3 clusters Score -340931.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -340938.781250 Penalty: 4164.380859
	Iteration 16Q: 3 clusters Score -340938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -340942.156250 Penalty: 4164.380859
	Iteration 17Q: 3 clusters Score -340942.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -340945.062500 Penalty: 4164.380859
	Iteration 18Q: 3 clusters Score -340945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -340950.625000 Penalty: 4164.380859
	Iteration 19Q: 3 clusters Score -340950.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -340955.406250 Penalty: 4164.380859
	Iteration 20F: 3 clusters Score -340955.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -340959.500000 Penalty: 4164.380859
	Iteration 21Q: 3 clusters Score -340959.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -340967.562500 Penalty: 4164.380859
	Iteration 22Q: 3 clusters Score -340967.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -340974.125000 Penalty: 4164.380859
	Iteration 23Q: 3 clusters Score -340974.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -340979.875000 Penalty: 4164.380859
	Iteration 24Q: 3 clusters Score -340979.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -340986.875000 Penalty: 4164.380859
	Iteration 25Q: 3 clusters Score -340986.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -340996.468750 Penalty: 4164.380859
	Iteration 26Q: 3 clusters Score -340996.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -341006.031250 Penalty: 4164.380859
	Iteration 27Q: 3 clusters Score -341006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -341015.968750 Penalty: 4164.380859
	Iteration 28Q: 3 clusters Score -341016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -341023.656250 Penalty: 4164.380859
	Iteration 29Q: 3 clusters Score -341023.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -341032.218750 Penalty: 4164.380859
	Iteration 30Q: 3 clusters Score -341032.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -341042.937500 Penalty: 4164.380859
	Iteration 31Q: 3 clusters Score -341042.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -341051.968750 Penalty: 4164.380859
	Iteration 32Q: 3 clusters Score -341052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -341061.531250 Penalty: 4164.380859
	Iteration 33Q: 3 clusters Score -341061.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -341070.437500 Penalty: 4164.380859
	Iteration 34Q: 3 clusters Score -341070.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -341077.062500 Penalty: 4164.380859
	Iteration 35Q: 3 clusters Score -341077.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -341080.968750 Penalty: 4164.380859
	Iteration 36Q: 3 clusters Score -341081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -341087.375000 Penalty: 4164.380859
	Iteration 37Q: 3 clusters Score -341087.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -341094.906250 Penalty: 4164.380859
	Iteration 38Q: 3 clusters Score -341094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -341098.500000 Penalty: 4164.380859
	Iteration 39Q: 3 clusters Score -341098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -341102.093750 Penalty: 4164.380859
	Iteration 40F: 3 clusters Score -341102.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -341107.937500 Penalty: 4164.380859
	Iteration 41Q: 3 clusters Score -341107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -341115.406250 Penalty: 4164.380859
	Iteration 42Q: 3 clusters Score -341115.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -341127.687500 Penalty: 4164.380859
	Iteration 43Q: 3 clusters Score -341127.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -341139.875000 Penalty: 4164.380859
	Iteration 44Q: 3 clusters Score -341139.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -341151.656250 Penalty: 4164.380859
	Iteration 45Q: 3 clusters Score -341151.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -341165.656250 Penalty: 4164.380859
	Iteration 46Q: 3 clusters Score -341165.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -341178.656250 Penalty: 4164.380859
	Iteration 47Q: 3 clusters Score -341178.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -341202.000000 Penalty: 4164.380859
	Iteration 48Q: 3 clusters Score -341202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -341226.750000 Penalty: 4164.380859
	Iteration 49Q: 3 clusters Score -341226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -341258.281250 Penalty: 4164.380859
	Iteration 50Q: 3 clusters Score -341258.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -341291.937500 Penalty: 4164.380859
	Iteration 51Q: 3 clusters Score -341291.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -341332.312500 Penalty: 4164.380859
	Iteration 52Q: 3 clusters Score -341332.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -341367.218750 Penalty: 4164.380859
	Iteration 53Q: 3 clusters Score -341367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -341402.875000 Penalty: 4164.380859
	Iteration 54Q: 3 clusters Score -341402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -341439.062500 Penalty: 4164.380859
	Iteration 55Q: 3 clusters Score -341439.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -341473.093750 Penalty: 4164.380859
	Iteration 56Q: 3 clusters Score -341473.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -341508.937500 Penalty: 4164.380859
	Iteration 57Q: 3 clusters Score -341508.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -341542.500000 Penalty: 4164.380859
	Iteration 58Q: 3 clusters Score -341542.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -341566.687500 Penalty: 4164.380859
	Iteration 59Q: 3 clusters Score -341566.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -341596.812500 Penalty: 4164.380859
	Iteration 60F: 3 clusters Score -341596.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -341618.343750 Penalty: 4164.380859
	Iteration 61Q: 3 clusters Score -341618.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -341634.000000 Penalty: 4164.380859
	Iteration 62Q: 3 clusters Score -341634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -341651.687500 Penalty: 4164.380859
	Iteration 63Q: 3 clusters Score -341651.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -341664.718750 Penalty: 4164.380859
	Iteration 64Q: 3 clusters Score -341664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -341674.312500 Penalty: 4164.380859
	Iteration 65Q: 3 clusters Score -341674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -341681.781250 Penalty: 4164.380859
	Iteration 66Q: 3 clusters Score -341681.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -341691.812500 Penalty: 4164.380859
	Iteration 67Q: 3 clusters Score -341691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -341700.406250 Penalty: 4164.380859
	Iteration 68Q: 3 clusters Score -341700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -341707.125000 Penalty: 4164.380859
	Iteration 69Q: 3 clusters Score -341707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -341711.093750 Penalty: 4164.380859
	Iteration 70Q: 3 clusters Score -341711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -341717.468750 Penalty: 4164.380859
	Iteration 71Q: 3 clusters Score -341717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -341724.062500 Penalty: 4164.380859
	Iteration 72Q: 3 clusters Score -341724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -341727.593750 Penalty: 4164.380859
	Iteration 73Q: 3 clusters Score -341727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -341732.218750 Penalty: 4164.380859
	Iteration 74Q: 3 clusters Score -341732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -341736.125000 Penalty: 4164.380859
	Iteration 75Q: 3 clusters Score -341736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -341739.500000 Penalty: 4164.380859
	Iteration 76Q: 3 clusters Score -341739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -341743.656250 Penalty: 4164.380859
	Iteration 77Q: 3 clusters Score -341743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -341746.937500 Penalty: 4164.380859
	Iteration 78Q: 3 clusters Score -341746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -341749.687500 Penalty: 4164.380859
	Iteration 79Q: 3 clusters Score -341749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -341752.093750 Penalty: 4164.380859
	Iteration 80F: 3 clusters Score -341752.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -341757.218750 Penalty: 4164.380859
	Iteration 81Q: 3 clusters Score -341757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -341758.500000 Penalty: 4164.380859
	Iteration 82Q: 3 clusters Score -341758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -341759.531250 Penalty: 4164.380859
	Iteration 83Q: 3 clusters Score -341759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -341762.312500 Penalty: 4164.380859
	Iteration 84Q: 3 clusters Score -341762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -341767.843750 Penalty: 4164.380859
	Iteration 85Q: 3 clusters Score -341767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -341772.218750 Penalty: 4164.380859
	Iteration 86Q: 3 clusters Score -341772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -341774.750000 Penalty: 4164.380859
	Iteration 87Q: 3 clusters Score -341774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -341777.656250 Penalty: 4164.380859
	Iteration 88Q: 3 clusters Score -341777.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -341779.781250 Penalty: 4164.380859
	Iteration 89Q: 3 clusters Score -341779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -341782.250000 Penalty: 4164.380859
	Iteration 90Q: 3 clusters Score -341782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -341783.656250 Penalty: 4164.380859
	Iteration 91Q: 3 clusters Score -341783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -341784.968750 Penalty: 4164.380859
	Iteration 92Q: 3 clusters Score -341785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -341788.000000 Penalty: 4164.380859
	Iteration 93Q: 3 clusters Score -341788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -341790.593750 Penalty: 4164.380859
	Iteration 94Q: 3 clusters Score -341790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -341790.968750 Penalty: 4164.380859
	Iteration 95Q: 3 clusters Score -341791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -341793.625000 Penalty: 4164.380859
	Iteration 96Q: 3 clusters Score -341793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -341795.437500 Penalty: 4164.380859
	Iteration 97Q: 3 clusters Score -341795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -341797.031250 Penalty: 4164.380859
	Iteration 98Q: 3 clusters Score -341797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -341799.750000 Penalty: 4164.380859
	Iteration 99Q: 3 clusters Score -341799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -341802.875000 Penalty: 4164.380859
	Iteration 100F: 3 clusters Score -341802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -341803.812500 Penalty: 4164.380859
	Iteration 101Q: 3 clusters Score -341803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -341804.937500 Penalty: 4164.380859
	Iteration 102Q: 3 clusters Score -341804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -341806.000000 Penalty: 4164.380859
	Iteration 103Q: 3 clusters Score -341806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -341806.093750 Penalty: 4164.380859
	Iteration 104Q: 3 clusters Score -341806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -341806.625000 Penalty: 4164.380859
	Iteration 105Q: 3 clusters Score -341806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -341806.625000 Penalty: 4164.380859
	Iteration 106F: 3 clusters Score -341806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -519422.406250 Penalty: 2178.662109
	Iteration 0F: 2 clusters Score -519422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -513883.843750 Penalty: 4357.324219
	Iteration 0F: 3 clusters Score -513883.8 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -515237.625000 Penalty: 4357.324219
	Iteration 1F: 3 clusters Score -515237.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -515474.125000 Penalty: 4357.324219
	Iteration 2F: 3 clusters Score -515474.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -515664.843750 Penalty: 4357.324219
	Iteration 3F: 3 clusters Score -515664.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -515837.968750 Penalty: 4357.324219
	Iteration 4Q: 3 clusters Score -515838 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -515999.781250 Penalty: 4357.324219
	Iteration 5Q: 3 clusters Score -515999.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -516112.593750 Penalty: 4357.324219
	Iteration 6Q: 3 clusters Score -516112.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -516208.375000 Penalty: 4357.324219
	Iteration 7Q: 3 clusters Score -516208.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -516304.593750 Penalty: 4357.324219
	Iteration 8Q: 3 clusters Score -516304.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -516400.625000 Penalty: 4357.324219
	Iteration 9Q: 3 clusters Score -516400.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -516496.187500 Penalty: 4357.324219
	Iteration 10Q: 3 clusters Score -516496.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -516601.468750 Penalty: 4357.324219
	Iteration 11Q: 3 clusters Score -516601.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -516689.000000 Penalty: 4357.324219
	Iteration 12Q: 3 clusters Score -516689 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -516771.437500 Penalty: 4357.324219
	Iteration 13Q: 3 clusters Score -516771.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -516831.312500 Penalty: 4357.324219
	Iteration 14Q: 3 clusters Score -516831.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -516875.281250 Penalty: 4357.324219
	Iteration 15Q: 3 clusters Score -516875.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -516899.781250 Penalty: 4357.324219
	Iteration 16Q: 3 clusters Score -516899.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -516913.000000 Penalty: 4357.324219
	Iteration 17Q: 3 clusters Score -516913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -516926.656250 Penalty: 4357.324219
	Iteration 18Q: 3 clusters Score -516926.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -516937.656250 Penalty: 4357.324219
	Iteration 19Q: 3 clusters Score -516937.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -516946.718750 Penalty: 4357.324219
	Iteration 20F: 3 clusters Score -516946.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -516955.843750 Penalty: 4357.324219
	Iteration 21Q: 3 clusters Score -516955.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -516965.531250 Penalty: 4357.324219
	Iteration 22Q: 3 clusters Score -516965.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -516974.218750 Penalty: 4357.324219
	Iteration 23Q: 3 clusters Score -516974.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -516984.000000 Penalty: 4357.324219
	Iteration 24Q: 3 clusters Score -516984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -516991.906250 Penalty: 4357.324219
	Iteration 25Q: 3 clusters Score -516991.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -517000.406250 Penalty: 4357.324219
	Iteration 26Q: 3 clusters Score -517000.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -517008.718750 Penalty: 4357.324219
	Iteration 27Q: 3 clusters Score -517008.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -517014.218750 Penalty: 4357.324219
	Iteration 28Q: 3 clusters Score -517014.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -517020.625000 Penalty: 4357.324219
	Iteration 29Q: 3 clusters Score -517020.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -517024.468750 Penalty: 4357.324219
	Iteration 30Q: 3 clusters Score -517024.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -517027.125000 Penalty: 4357.324219
	Iteration 31Q: 3 clusters Score -517027.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -517031.406250 Penalty: 4357.324219
	Iteration 32Q: 3 clusters Score -517031.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -517037.718750 Penalty: 4357.324219
	Iteration 33Q: 3 clusters Score -517037.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -517047.312500 Penalty: 4357.324219
	Iteration 34Q: 3 clusters Score -517047.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -517058.156250 Penalty: 4357.324219
	Iteration 35Q: 3 clusters Score -517058.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -517068.437500 Penalty: 4357.324219
	Iteration 36Q: 3 clusters Score -517068.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -517079.593750 Penalty: 4357.324219
	Iteration 37Q: 3 clusters Score -517079.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -517096.187500 Penalty: 4357.324219
	Iteration 38Q: 3 clusters Score -517096.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -517113.375000 Penalty: 4357.324219
	Iteration 39Q: 3 clusters Score -517113.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -517132.062500 Penalty: 4357.324219
	Iteration 40F: 3 clusters Score -517132.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -517151.593750 Penalty: 4357.324219
	Iteration 41Q: 3 clusters Score -517151.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -517164.125000 Penalty: 4357.324219
	Iteration 42Q: 3 clusters Score -517164.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -517178.843750 Penalty: 4357.324219
	Iteration 43Q: 3 clusters Score -517178.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -517197.593750 Penalty: 4357.324219
	Iteration 44Q: 3 clusters Score -517197.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -517218.000000 Penalty: 4357.324219
	Iteration 45Q: 3 clusters Score -517218 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -517240.312500 Penalty: 4357.324219
	Iteration 46Q: 3 clusters Score -517240.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -517270.000000 Penalty: 4357.324219
	Iteration 47Q: 3 clusters Score -517270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -517297.156250 Penalty: 4357.324219
	Iteration 48Q: 3 clusters Score -517297.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -517324.250000 Penalty: 4357.324219
	Iteration 49Q: 3 clusters Score -517324.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -517352.656250 Penalty: 4357.324219
	Iteration 50Q: 3 clusters Score -517352.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -517377.281250 Penalty: 4357.324219
	Iteration 51Q: 3 clusters Score -517377.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -517405.187500 Penalty: 4357.324219
	Iteration 52Q: 3 clusters Score -517405.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -517424.093750 Penalty: 4357.324219
	Iteration 53Q: 3 clusters Score -517424.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -517443.031250 Penalty: 4357.324219
	Iteration 54Q: 3 clusters Score -517443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -517457.406250 Penalty: 4357.324219
	Iteration 55Q: 3 clusters Score -517457.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -517467.687500 Penalty: 4357.324219
	Iteration 56Q: 3 clusters Score -517467.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -517474.093750 Penalty: 4357.324219
	Iteration 57Q: 3 clusters Score -517474.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -517483.906250 Penalty: 4357.324219
	Iteration 58Q: 3 clusters Score -517483.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -517494.156250 Penalty: 4357.324219
	Iteration 59Q: 3 clusters Score -517494.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -517504.750000 Penalty: 4357.324219
	Iteration 60F: 3 clusters Score -517504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -517514.937500 Penalty: 4357.324219
	Iteration 61Q: 3 clusters Score -517514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -517523.093750 Penalty: 4357.324219
	Iteration 62Q: 3 clusters Score -517523.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -517530.187500 Penalty: 4357.324219
	Iteration 63Q: 3 clusters Score -517530.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -517537.312500 Penalty: 4357.324219
	Iteration 64Q: 3 clusters Score -517537.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -517543.812500 Penalty: 4357.324219
	Iteration 65Q: 3 clusters Score -517543.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -517546.687500 Penalty: 4357.324219
	Iteration 66Q: 3 clusters Score -517546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -517549.062500 Penalty: 4357.324219
	Iteration 67Q: 3 clusters Score -517549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -517552.656250 Penalty: 4357.324219
	Iteration 68Q: 3 clusters Score -517552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -517556.062500 Penalty: 4357.324219
	Iteration 69Q: 3 clusters Score -517556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -517557.125000 Penalty: 4357.324219
	Iteration 70Q: 3 clusters Score -517557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -517558.812500 Penalty: 4357.324219
	Iteration 71Q: 3 clusters Score -517558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -517561.812500 Penalty: 4357.324219
	Iteration 72Q: 3 clusters Score -517561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -517564.343750 Penalty: 4357.324219
	Iteration 73Q: 3 clusters Score -517564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -517566.281250 Penalty: 4357.324219
	Iteration 74Q: 3 clusters Score -517566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -517566.375000 Penalty: 4357.324219
	Iteration 75Q: 3 clusters Score -517566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -517567.218750 Penalty: 4357.324219
	Iteration 76Q: 3 clusters Score -517567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -517569.062500 Penalty: 4357.324219
	Iteration 77Q: 3 clusters Score -517569.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -517569.062500 Penalty: 4357.324219
	Iteration 78F: 3 clusters Score -517569.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Entering Unmasked Estep 
Score: -1327846.250000 Penalty: 2444.490234
	Iteration 0F: 2 clusters Score -1327846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1314309.750000 Penalty: 4888.980469
	Iteration 0F: 3 clusters Score -1314310 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1319031.000000 Penalty: 4888.980469
	Iteration 1F: 3 clusters Score -1319031 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1319630.125000 Penalty: 4888.980469
	Iteration 2F: 3 clusters Score -1319630 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1320223.625000 Penalty: 4888.980469
	Iteration 3F: 3 clusters Score -1320224 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1320792.000000 Penalty: 4888.980469
	Iteration 4F: 3 clusters Score -1320792 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1321378.125000 Penalty: 4888.980469
	Iteration 5F: 3 clusters Score -1321378 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1321981.500000 Penalty: 4888.980469
	Iteration 6F: 3 clusters Score -1321982 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1322614.125000 Penalty: 4888.980469
	Iteration 7F: 3 clusters Score -1322614 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1323147.750000 Penalty: 4888.980469
	Iteration 8Q: 3 clusters Score -1323148 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1323574.000000 Penalty: 4888.980469
	Iteration 9Q: 3 clusters Score -1323574 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1323906.750000 Penalty: 4888.980469
	Iteration 10Q: 3 clusters Score -1323907 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1324174.000000 Penalty: 4888.980469
	Iteration 11Q: 3 clusters Score -1324174 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1324408.375000 Penalty: 4888.980469
	Iteration 12Q: 3 clusters Score -1324408 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1324608.125000 Penalty: 4888.980469
	Iteration 13Q: 3 clusters Score -1324608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1324781.375000 Penalty: 4888.980469
	Iteration 14Q: 3 clusters Score -1324781 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1324928.250000 Penalty: 4888.980469
	Iteration 15Q: 3 clusters Score -1324928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1325082.375000 Penalty: 4888.980469
	Iteration 16Q: 3 clusters Score -1325082 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1325210.000000 Penalty: 4888.980469
	Iteration 17Q: 3 clusters Score -1325210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1325322.125000 Penalty: 4888.980469
	Iteration 18Q: 3 clusters Score -1325322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1325438.625000 Penalty: 4888.980469
	Iteration 19Q: 3 clusters Score -1325439 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1325541.500000 Penalty: 4888.980469
	Iteration 20F: 3 clusters Score -1325542 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1325624.750000 Penalty: 4888.980469
	Iteration 21Q: 3 clusters Score -1325625 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1325678.750000 Penalty: 4888.980469
	Iteration 22Q: 3 clusters Score -1325679 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1325729.125000 Penalty: 4888.980469
	Iteration 23Q: 3 clusters Score -1325729 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1325778.125000 Penalty: 4888.980469
	Iteration 24Q: 3 clusters Score -1325778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1325833.125000 Penalty: 4888.980469
	Iteration 25Q: 3 clusters Score -1325833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1325875.875000 Penalty: 4888.980469
	Iteration 26Q: 3 clusters Score -1325876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1325926.875000 Penalty: 4888.980469
	Iteration 27Q: 3 clusters Score -1325927 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1325968.250000 Penalty: 4888.980469
	Iteration 28Q: 3 clusters Score -1325968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1326001.625000 Penalty: 4888.980469
	Iteration 29Q: 3 clusters Score -1326002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1326023.250000 Penalty: 4888.980469
	Iteration 30Q: 3 clusters Score -1326023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1326047.125000 Penalty: 4888.980469
	Iteration 31Q: 3 clusters Score -1326047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1326072.625000 Penalty: 4888.980469
	Iteration 32Q: 3 clusters Score -1326073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1326090.750000 Penalty: 4888.980469
	Iteration 33Q: 3 clusters Score -1326091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1326112.875000 Penalty: 4888.980469
	Iteration 34Q: 3 clusters Score -1326113 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1326137.000000 Penalty: 4888.980469
	Iteration 35Q: 3 clusters Score -1326137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1326156.875000 Penalty: 4888.980469
	Iteration 36Q: 3 clusters Score -1326157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1326166.375000 Penalty: 4888.980469
	Iteration 37Q: 3 clusters Score -1326166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1326175.125000 Penalty: 4888.980469
	Iteration 38Q: 3 clusters Score -1326175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1326187.875000 Penalty: 4888.980469
	Iteration 39Q: 3 clusters Score -1326188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1326189.000000 Penalty: 4888.980469
	Iteration 40F: 3 clusters Score -1326189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1326199.250000 Penalty: 4888.980469
	Iteration 41Q: 3 clusters Score -1326199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1326201.125000 Penalty: 4888.980469
	Iteration 42Q: 3 clusters Score -1326201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1326205.375000 Penalty: 4888.980469
	Iteration 43Q: 3 clusters Score -1326205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1326211.125000 Penalty: 4888.980469
	Iteration 44Q: 3 clusters Score -1326211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1326215.750000 Penalty: 4888.980469
	Iteration 45Q: 3 clusters Score -1326216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1326217.750000 Penalty: 4888.980469
	Iteration 46Q: 3 clusters Score -1326218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1326218.625000 Penalty: 4888.980469
	Iteration 47Q: 3 clusters Score -1326219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1326221.875000 Penalty: 4888.980469
	Iteration 48Q: 3 clusters Score -1326222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1326220.750000 Penalty: 4888.980469
	Iteration 49Q: 3 clusters Score -1326221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1326223.000000 Penalty: 4888.980469
	Iteration 50Q: 3 clusters Score -1326223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1326222.250000 Penalty: 4888.980469
	Iteration 51Q: 3 clusters Score -1326222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1326225.750000 Penalty: 4888.980469
	Iteration 52Q: 3 clusters Score -1326226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1326224.250000 Penalty: 4888.980469
	Iteration 53Q: 3 clusters Score -1326224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1326224.375000 Penalty: 4888.980469
	Iteration 54Q: 3 clusters Score -1326224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1326229.500000 Penalty: 4888.980469
	Iteration 55Q: 3 clusters Score -1326230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1326229.250000 Penalty: 4888.980469
	Iteration 56Q: 3 clusters Score -1326229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1326231.625000 Penalty: 4888.980469
	Iteration 57Q: 3 clusters Score -1326232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1326232.250000 Penalty: 4888.980469
	Iteration 58Q: 3 clusters Score -1326232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1326232.125000 Penalty: 4888.980469
	Iteration 59Q: 3 clusters Score -1326232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1326234.000000 Penalty: 4888.980469
	Iteration 60F: 3 clusters Score -1326234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1326237.125000 Penalty: 4888.980469
	Iteration 61Q: 3 clusters Score -1326237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1326234.625000 Penalty: 4888.980469
	Iteration 62Q: 3 clusters Score -1326235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1326237.375000 Penalty: 4888.980469
	Iteration 63Q: 3 clusters Score -1326237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1326236.875000 Penalty: 4888.980469
	Iteration 64Q: 3 clusters Score -1326237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1326240.500000 Penalty: 4888.980469
	Iteration 65Q: 3 clusters Score -1326240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1326238.625000 Penalty: 4888.980469
	Iteration 66Q: 3 clusters Score -1326239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1326238.625000 Penalty: 4888.980469
	Iteration 67F: 3 clusters Score -1326239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Entering Unmasked Estep 
Score: -7911618.000000 Penalty: 2845.646729
	Iteration 0F: 2 clusters Score -7911618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -7847327.500000 Penalty: 5691.293457
	Iteration 0F: 3 clusters Score -7847328 nChanged 45419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -7873255.000000 Penalty: 5691.293457
	Iteration 1F: 3 clusters Score -7873255 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -7874236.500000 Penalty: 5691.293457
	Iteration 2Q: 3 clusters Score -7874236 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -7875418.000000 Penalty: 5691.293457
	Iteration 3Q: 3 clusters Score -7875418 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -7877087.500000 Penalty: 5691.293457
	Iteration 4Q: 3 clusters Score -7877088 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7879145.500000 Penalty: 5691.293457
	Iteration 5Q: 3 clusters Score -7879146 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -7881460.000000 Penalty: 5691.293457
	Iteration 6Q: 3 clusters Score -7881460 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -7884188.000000 Penalty: 5691.293457
	Iteration 7F: 3 clusters Score -7884188 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -7887249.000000 Penalty: 5691.293457
	Iteration 8F: 3 clusters Score -7887249 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -7890709.000000 Penalty: 5691.293457
	Iteration 9F: 3 clusters Score -7890709 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -7893865.000000 Penalty: 5691.293457
	Iteration 10F: 3 clusters Score -7893865 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -7896024.000000 Penalty: 5691.293457
	Iteration 11Q: 3 clusters Score -7896024 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 63093 members 
Entering Unmasked Estep 
Score: -7896976.000000 Penalty: 5691.293457
	Iteration 12Q: 3 clusters Score -7896976 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -7897514.500000 Penalty: 5691.293457
	Iteration 13Q: 3 clusters Score -7897514 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -7897844.500000 Penalty: 5691.293457
	Iteration 14Q: 3 clusters Score -7897844 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -7898136.500000 Penalty: 5691.293457
	Iteration 15Q: 3 clusters Score -7898136 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -7898383.500000 Penalty: 5691.293457
	Iteration 16Q: 3 clusters Score -7898384 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -7898646.000000 Penalty: 5691.293457
	Iteration 17Q: 3 clusters Score -7898646 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -7898944.000000 Penalty: 5691.293457
	Iteration 18Q: 3 clusters Score -7898944 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -7899176.000000 Penalty: 5691.293457
	Iteration 19Q: 3 clusters Score -7899176 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -7899493.000000 Penalty: 5691.293457
	Iteration 20F: 3 clusters Score -7899493 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -7899791.500000 Penalty: 5691.293457
	Iteration 21Q: 3 clusters Score -7899792 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -7900042.500000 Penalty: 5691.293457
	Iteration 22Q: 3 clusters Score -7900042 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -7900389.000000 Penalty: 5691.293457
	Iteration 23Q: 3 clusters Score -7900389 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -7900689.500000 Penalty: 5691.293457
	Iteration 24Q: 3 clusters Score -7900690 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -7901036.000000 Penalty: 5691.293457
	Iteration 25Q: 3 clusters Score -7901036 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -7901493.000000 Penalty: 5691.293457
	Iteration 26Q: 3 clusters Score -7901493 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -7901881.000000 Penalty: 5691.293457
	Iteration 27Q: 3 clusters Score -7901881 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -7902307.500000 Penalty: 5691.293457
	Iteration 28Q: 3 clusters Score -7902308 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -7902789.000000 Penalty: 5691.293457
	Iteration 29Q: 3 clusters Score -7902789 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -7903295.500000 Penalty: 5691.293457
	Iteration 30Q: 3 clusters Score -7903296 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -7903727.500000 Penalty: 5691.293457
	Iteration 31Q: 3 clusters Score -7903728 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -7904263.500000 Penalty: 5691.293457
	Iteration 32Q: 3 clusters Score -7904264 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -7904710.500000 Penalty: 5691.293457
	Iteration 33Q: 3 clusters Score -7904710 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -7905173.000000 Penalty: 5691.293457
	Iteration 34Q: 3 clusters Score -7905173 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 87018 members 
Entering Unmasked Estep 
Score: -7905613.000000 Penalty: 5691.293457
	Iteration 35Q: 3 clusters Score -7905613 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -7905996.500000 Penalty: 5691.293457
	Iteration 36Q: 3 clusters Score -7905996 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -7906332.500000 Penalty: 5691.293457
	Iteration 37Q: 3 clusters Score -7906332 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 89529 members 
Entering Unmasked Estep 
Score: -7906614.000000 Penalty: 5691.293457
	Iteration 38Q: 3 clusters Score -7906614 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -7906863.000000 Penalty: 5691.293457
	Iteration 39Q: 3 clusters Score -7906863 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -7907125.500000 Penalty: 5691.293457
	Iteration 40F: 3 clusters Score -7907126 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -7907394.000000 Penalty: 5691.293457
	Iteration 41Q: 3 clusters Score -7907394 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -7907658.500000 Penalty: 5691.293457
	Iteration 42Q: 3 clusters Score -7907658 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -7907898.000000 Penalty: 5691.293457
	Iteration 43Q: 3 clusters Score -7907898 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -7908072.000000 Penalty: 5691.293457
	Iteration 44Q: 3 clusters Score -7908072 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -7908251.500000 Penalty: 5691.293457
	Iteration 45Q: 3 clusters Score -7908252 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -7908368.000000 Penalty: 5691.293457
	Iteration 46Q: 3 clusters Score -7908368 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -7908498.000000 Penalty: 5691.293457
	Iteration 47Q: 3 clusters Score -7908498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -7908636.500000 Penalty: 5691.293457
	Iteration 48Q: 3 clusters Score -7908636 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -7908734.000000 Penalty: 5691.293457
	Iteration 49Q: 3 clusters Score -7908734 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -7908806.000000 Penalty: 5691.293457
	Iteration 50Q: 3 clusters Score -7908806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -7908874.500000 Penalty: 5691.293457
	Iteration 51Q: 3 clusters Score -7908874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -7908929.000000 Penalty: 5691.293457
	Iteration 52Q: 3 clusters Score -7908929 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -7908972.000000 Penalty: 5691.293457
	Iteration 53Q: 3 clusters Score -7908972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 95013 members 
Entering Unmasked Estep 
Score: -7909014.500000 Penalty: 5691.293457
	Iteration 54Q: 3 clusters Score -7909014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -7909054.000000 Penalty: 5691.293457
	Iteration 55Q: 3 clusters Score -7909054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -7909072.000000 Penalty: 5691.293457
	Iteration 56Q: 3 clusters Score -7909072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -7909098.500000 Penalty: 5691.293457
	Iteration 57Q: 3 clusters Score -7909098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -7909114.000000 Penalty: 5691.293457
	Iteration 58Q: 3 clusters Score -7909114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -7909149.000000 Penalty: 5691.293457
	Iteration 59Q: 3 clusters Score -7909149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -7909144.500000 Penalty: 5691.293457
	Iteration 60F: 3 clusters Score -7909144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -7909157.500000 Penalty: 5691.293457
	Iteration 61Q: 3 clusters Score -7909158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -7909167.500000 Penalty: 5691.293457
	Iteration 62Q: 3 clusters Score -7909168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -7909177.000000 Penalty: 5691.293457
	Iteration 63Q: 3 clusters Score -7909177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -7909182.500000 Penalty: 5691.293457
	Iteration 64Q: 3 clusters Score -7909182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -7909185.500000 Penalty: 5691.293457
	Iteration 65Q: 3 clusters Score -7909186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -7909193.000000 Penalty: 5691.293457
	Iteration 66Q: 3 clusters Score -7909193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -7909197.500000 Penalty: 5691.293457
	Iteration 67Q: 3 clusters Score -7909198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -7909196.500000 Penalty: 5691.293457
	Iteration 68Q: 3 clusters Score -7909196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -7909204.500000 Penalty: 5691.293457
	Iteration 69Q: 3 clusters Score -7909204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -7909206.500000 Penalty: 5691.293457
	Iteration 70Q: 3 clusters Score -7909206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -7909213.000000 Penalty: 5691.293457
	Iteration 71Q: 3 clusters Score -7909213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -7909210.000000 Penalty: 5691.293457
	Iteration 72Q: 3 clusters Score -7909210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -7909212.000000 Penalty: 5691.293457
	Iteration 73Q: 3 clusters Score -7909212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -7909209.500000 Penalty: 5691.293457
	Iteration 74Q: 3 clusters Score -7909210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -7909209.500000 Penalty: 5691.293457
	Iteration 75Q: 3 clusters Score -7909210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -7909213.000000 Penalty: 5691.293457
	Iteration 76Q: 3 clusters Score -7909213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -7909219.000000 Penalty: 5691.293457
	Iteration 77Q: 3 clusters Score -7909219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95378 members 
Entering Unmasked Estep 
Score: -7909215.500000 Penalty: 5691.293457
	Iteration 78Q: 3 clusters Score -7909216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -7909220.000000 Penalty: 5691.293457
	Iteration 79Q: 3 clusters Score -7909220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 95385 members 
Entering Unmasked Estep 
Score: -7909218.000000 Penalty: 5691.293457
	Iteration 80F: 3 clusters Score -7909218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -7909218.000000 Penalty: 5691.293457
	Iteration 81Q: 3 clusters Score -7909218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -7909213.500000 Penalty: 5691.293457
	Iteration 82Q: 3 clusters Score -7909214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -7909213.500000 Penalty: 5691.293457
	Iteration 83Q: 3 clusters Score -7909214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -7909226.000000 Penalty: 5691.293457
	Iteration 84Q: 3 clusters Score -7909226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -7909226.000000 Penalty: 5691.293457
	Iteration 85F: 3 clusters Score -7909226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Entering Unmasked Estep 
Score: -1290993.750000 Penalty: 2400.942139
	Iteration 0F: 2 clusters Score -1290994 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 8088 members 
Entering Unmasked Estep 
Score: -1279588.250000 Penalty: 4801.884277
	Iteration 0F: 3 clusters Score -1279588 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1283160.750000 Penalty: 4801.884277
	Iteration 1F: 3 clusters Score -1283161 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1283541.250000 Penalty: 4801.884277
	Iteration 2F: 3 clusters Score -1283541 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1283878.375000 Penalty: 4801.884277
	Iteration 3Q: 3 clusters Score -1283878 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1284224.750000 Penalty: 4801.884277
	Iteration 4Q: 3 clusters Score -1284225 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1284582.250000 Penalty: 4801.884277
	Iteration 5Q: 3 clusters Score -1284582 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1284974.125000 Penalty: 4801.884277
	Iteration 6Q: 3 clusters Score -1284974 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1285342.750000 Penalty: 4801.884277
	Iteration 7Q: 3 clusters Score -1285343 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1285696.375000 Penalty: 4801.884277
	Iteration 8Q: 3 clusters Score -1285696 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1285981.625000 Penalty: 4801.884277
	Iteration 9Q: 3 clusters Score -1285982 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1286228.375000 Penalty: 4801.884277
	Iteration 10Q: 3 clusters Score -1286228 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1286424.625000 Penalty: 4801.884277
	Iteration 11Q: 3 clusters Score -1286425 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1286581.125000 Penalty: 4801.884277
	Iteration 12Q: 3 clusters Score -1286581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1286703.250000 Penalty: 4801.884277
	Iteration 13Q: 3 clusters Score -1286703 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1286793.000000 Penalty: 4801.884277
	Iteration 14Q: 3 clusters Score -1286793 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1286862.625000 Penalty: 4801.884277
	Iteration 15Q: 3 clusters Score -1286863 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1286910.500000 Penalty: 4801.884277
	Iteration 16Q: 3 clusters Score -1286910 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1286959.500000 Penalty: 4801.884277
	Iteration 17Q: 3 clusters Score -1286960 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1287000.125000 Penalty: 4801.884277
	Iteration 18Q: 3 clusters Score -1287000 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1287033.875000 Penalty: 4801.884277
	Iteration 19Q: 3 clusters Score -1287034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1287060.875000 Penalty: 4801.884277
	Iteration 20F: 3 clusters Score -1287061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1287082.875000 Penalty: 4801.884277
	Iteration 21Q: 3 clusters Score -1287083 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1287101.750000 Penalty: 4801.884277
	Iteration 22Q: 3 clusters Score -1287102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1287116.125000 Penalty: 4801.884277
	Iteration 23Q: 3 clusters Score -1287116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1287141.750000 Penalty: 4801.884277
	Iteration 24Q: 3 clusters Score -1287142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1287163.000000 Penalty: 4801.884277
	Iteration 25Q: 3 clusters Score -1287163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1287190.625000 Penalty: 4801.884277
	Iteration 26Q: 3 clusters Score -1287191 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1287225.250000 Penalty: 4801.884277
	Iteration 27Q: 3 clusters Score -1287225 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1287257.500000 Penalty: 4801.884277
	Iteration 28Q: 3 clusters Score -1287258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1287283.125000 Penalty: 4801.884277
	Iteration 29Q: 3 clusters Score -1287283 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1287304.875000 Penalty: 4801.884277
	Iteration 30Q: 3 clusters Score -1287305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1287329.375000 Penalty: 4801.884277
	Iteration 31Q: 3 clusters Score -1287329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1287340.250000 Penalty: 4801.884277
	Iteration 32Q: 3 clusters Score -1287340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1287367.875000 Penalty: 4801.884277
	Iteration 33Q: 3 clusters Score -1287368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1287385.625000 Penalty: 4801.884277
	Iteration 34Q: 3 clusters Score -1287386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1287421.375000 Penalty: 4801.884277
	Iteration 35Q: 3 clusters Score -1287421 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1287445.750000 Penalty: 4801.884277
	Iteration 36Q: 3 clusters Score -1287446 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1287479.250000 Penalty: 4801.884277
	Iteration 37Q: 3 clusters Score -1287479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1287506.625000 Penalty: 4801.884277
	Iteration 38Q: 3 clusters Score -1287507 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1287528.000000 Penalty: 4801.884277
	Iteration 39Q: 3 clusters Score -1287528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1287551.250000 Penalty: 4801.884277
	Iteration 40F: 3 clusters Score -1287551 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1287580.625000 Penalty: 4801.884277
	Iteration 41Q: 3 clusters Score -1287581 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1287601.625000 Penalty: 4801.884277
	Iteration 42Q: 3 clusters Score -1287602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1287626.125000 Penalty: 4801.884277
	Iteration 43Q: 3 clusters Score -1287626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1287646.250000 Penalty: 4801.884277
	Iteration 44Q: 3 clusters Score -1287646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1287664.625000 Penalty: 4801.884277
	Iteration 45Q: 3 clusters Score -1287665 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1287680.125000 Penalty: 4801.884277
	Iteration 46Q: 3 clusters Score -1287680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1287702.000000 Penalty: 4801.884277
	Iteration 47Q: 3 clusters Score -1287702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1287723.125000 Penalty: 4801.884277
	Iteration 48Q: 3 clusters Score -1287723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1287745.500000 Penalty: 4801.884277
	Iteration 49Q: 3 clusters Score -1287746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1287770.000000 Penalty: 4801.884277
	Iteration 50Q: 3 clusters Score -1287770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1287792.000000 Penalty: 4801.884277
	Iteration 51Q: 3 clusters Score -1287792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1287820.125000 Penalty: 4801.884277
	Iteration 52Q: 3 clusters Score -1287820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1287841.625000 Penalty: 4801.884277
	Iteration 53Q: 3 clusters Score -1287842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1287867.750000 Penalty: 4801.884277
	Iteration 54Q: 3 clusters Score -1287868 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1287895.125000 Penalty: 4801.884277
	Iteration 55Q: 3 clusters Score -1287895 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1287937.375000 Penalty: 4801.884277
	Iteration 56Q: 3 clusters Score -1287937 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1287995.625000 Penalty: 4801.884277
	Iteration 57Q: 3 clusters Score -1287996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1288041.750000 Penalty: 4801.884277
	Iteration 58Q: 3 clusters Score -1288042 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1288094.125000 Penalty: 4801.884277
	Iteration 59Q: 3 clusters Score -1288094 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1288145.250000 Penalty: 4801.884277
	Iteration 60F: 3 clusters Score -1288145 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1288204.625000 Penalty: 4801.884277
	Iteration 61Q: 3 clusters Score -1288205 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1288254.250000 Penalty: 4801.884277
	Iteration 62Q: 3 clusters Score -1288254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1288311.125000 Penalty: 4801.884277
	Iteration 63Q: 3 clusters Score -1288311 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1288381.375000 Penalty: 4801.884277
	Iteration 64Q: 3 clusters Score -1288381 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1288451.000000 Penalty: 4801.884277
	Iteration 65Q: 3 clusters Score -1288451 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1288526.500000 Penalty: 4801.884277
	Iteration 66Q: 3 clusters Score -1288526 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1288573.625000 Penalty: 4801.884277
	Iteration 67Q: 3 clusters Score -1288574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1288617.625000 Penalty: 4801.884277
	Iteration 68Q: 3 clusters Score -1288618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1288667.125000 Penalty: 4801.884277
	Iteration 69Q: 3 clusters Score -1288667 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1288703.375000 Penalty: 4801.884277
	Iteration 70Q: 3 clusters Score -1288703 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1288738.125000 Penalty: 4801.884277
	Iteration 71Q: 3 clusters Score -1288738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1288759.375000 Penalty: 4801.884277
	Iteration 72Q: 3 clusters Score -1288759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1288784.500000 Penalty: 4801.884277
	Iteration 73Q: 3 clusters Score -1288784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1288822.750000 Penalty: 4801.884277
	Iteration 74Q: 3 clusters Score -1288823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1288849.375000 Penalty: 4801.884277
	Iteration 75Q: 3 clusters Score -1288849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1288872.250000 Penalty: 4801.884277
	Iteration 76Q: 3 clusters Score -1288872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1288890.875000 Penalty: 4801.884277
	Iteration 77Q: 3 clusters Score -1288891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1288902.625000 Penalty: 4801.884277
	Iteration 78Q: 3 clusters Score -1288903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1288919.250000 Penalty: 4801.884277
	Iteration 79Q: 3 clusters Score -1288919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1288926.000000 Penalty: 4801.884277
	Iteration 80F: 3 clusters Score -1288926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1288938.250000 Penalty: 4801.884277
	Iteration 81Q: 3 clusters Score -1288938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1288944.250000 Penalty: 4801.884277
	Iteration 82Q: 3 clusters Score -1288944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1288950.375000 Penalty: 4801.884277
	Iteration 83Q: 3 clusters Score -1288950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1288964.500000 Penalty: 4801.884277
	Iteration 84Q: 3 clusters Score -1288964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1288975.125000 Penalty: 4801.884277
	Iteration 85Q: 3 clusters Score -1288975 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1288978.250000 Penalty: 4801.884277
	Iteration 86Q: 3 clusters Score -1288978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1288990.375000 Penalty: 4801.884277
	Iteration 87Q: 3 clusters Score -1288990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1289001.875000 Penalty: 4801.884277
	Iteration 88Q: 3 clusters Score -1289002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1289010.000000 Penalty: 4801.884277
	Iteration 89Q: 3 clusters Score -1289010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1289016.625000 Penalty: 4801.884277
	Iteration 90Q: 3 clusters Score -1289017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1289022.125000 Penalty: 4801.884277
	Iteration 91Q: 3 clusters Score -1289022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1289027.875000 Penalty: 4801.884277
	Iteration 92Q: 3 clusters Score -1289028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1289029.875000 Penalty: 4801.884277
	Iteration 93Q: 3 clusters Score -1289030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1289032.875000 Penalty: 4801.884277
	Iteration 94Q: 3 clusters Score -1289033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1289038.250000 Penalty: 4801.884277
	Iteration 95Q: 3 clusters Score -1289038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1289040.375000 Penalty: 4801.884277
	Iteration 96Q: 3 clusters Score -1289040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1289050.750000 Penalty: 4801.884277
	Iteration 97Q: 3 clusters Score -1289051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1289054.500000 Penalty: 4801.884277
	Iteration 98Q: 3 clusters Score -1289054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1289055.375000 Penalty: 4801.884277
	Iteration 99Q: 3 clusters Score -1289055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1289056.500000 Penalty: 4801.884277
	Iteration 100F: 3 clusters Score -1289056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1289060.750000 Penalty: 4801.884277
	Iteration 101Q: 3 clusters Score -1289061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1289056.625000 Penalty: 4801.884277
	Iteration 102Q: 3 clusters Score -1289057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1289060.000000 Penalty: 4801.884277
	Iteration 103Q: 3 clusters Score -1289060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1289060.125000 Penalty: 4801.884277
	Iteration 104Q: 3 clusters Score -1289060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1289061.375000 Penalty: 4801.884277
	Iteration 105Q: 3 clusters Score -1289061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1289064.500000 Penalty: 4801.884277
	Iteration 106Q: 3 clusters Score -1289064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1289070.125000 Penalty: 4801.884277
	Iteration 107Q: 3 clusters Score -1289070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1289073.125000 Penalty: 4801.884277
	Iteration 108Q: 3 clusters Score -1289073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1289076.750000 Penalty: 4801.884277
	Iteration 109Q: 3 clusters Score -1289077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1289078.125000 Penalty: 4801.884277
	Iteration 110Q: 3 clusters Score -1289078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1289083.375000 Penalty: 4801.884277
	Iteration 111Q: 3 clusters Score -1289083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1289095.375000 Penalty: 4801.884277
	Iteration 112Q: 3 clusters Score -1289095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1289106.500000 Penalty: 4801.884277
	Iteration 113Q: 3 clusters Score -1289106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1289128.000000 Penalty: 4801.884277
	Iteration 114Q: 3 clusters Score -1289128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1289157.500000 Penalty: 4801.884277
	Iteration 115Q: 3 clusters Score -1289158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1289195.500000 Penalty: 4801.884277
	Iteration 116Q: 3 clusters Score -1289196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1289249.875000 Penalty: 4801.884277
	Iteration 117Q: 3 clusters Score -1289250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1289306.875000 Penalty: 4801.884277
	Iteration 118Q: 3 clusters Score -1289307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1289360.125000 Penalty: 4801.884277
	Iteration 119Q: 3 clusters Score -1289360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1289394.625000 Penalty: 4801.884277
	Iteration 120F: 3 clusters Score -1289395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1289411.875000 Penalty: 4801.884277
	Iteration 121Q: 3 clusters Score -1289412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1289426.125000 Penalty: 4801.884277
	Iteration 122Q: 3 clusters Score -1289426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1289433.750000 Penalty: 4801.884277
	Iteration 123Q: 3 clusters Score -1289434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1289437.875000 Penalty: 4801.884277
	Iteration 124Q: 3 clusters Score -1289438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1289444.000000 Penalty: 4801.884277
	Iteration 125Q: 3 clusters Score -1289444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1289444.875000 Penalty: 4801.884277
	Iteration 126Q: 3 clusters Score -1289445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1289446.625000 Penalty: 4801.884277
	Iteration 127Q: 3 clusters Score -1289447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1289446.625000 Penalty: 4801.884277
	Iteration 128F: 3 clusters Score -1289447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844472 members 
Entering Unmasked Estep 
Score: -68190032.000000 Penalty: 3384.323975
	Iteration 0F: 2 clusters Score -6.819003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423168 members 
Mstep: Class 2 contains 421304 members 
Entering Unmasked Estep 
Score: -67626632.000000 Penalty: 6768.647949
	Iteration 0F: 3 clusters Score -6.762663e+07 nChanged 413046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456146 members 
Mstep: Class 2 contains 388326 members 
Entering Unmasked Estep 
Score: -67878352.000000 Penalty: 6768.647949
	Iteration 1F: 3 clusters Score -6.787835e+07 nChanged 23736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477668 members 
Mstep: Class 2 contains 366804 members 
Entering Unmasked Estep 
Score: -67884720.000000 Penalty: 6768.647949
	Iteration 2Q: 3 clusters Score -6.788472e+07 nChanged 34889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511579 members 
Mstep: Class 2 contains 332893 members 
Entering Unmasked Estep 
Score: -67896992.000000 Penalty: 6768.647949
	Iteration 3Q: 3 clusters Score -6.789699e+07 nChanged 51513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562670 members 
Mstep: Class 2 contains 281802 members 
Entering Unmasked Estep 
Score: -67923800.000000 Penalty: 6768.647949
	Iteration 4F: 3 clusters Score -6.79238e+07 nChanged 70086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632548 members 
Mstep: Class 2 contains 211924 members 
Entering Unmasked Estep 
Score: -67974416.000000 Penalty: 6768.647949
	Iteration 5F: 3 clusters Score -6.797442e+07 nChanged 81698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714164 members 
Mstep: Class 2 contains 130308 members 
Entering Unmasked Estep 
Score: -68049456.000000 Penalty: 6768.647949
	Iteration 6F: 3 clusters Score -6.804946e+07 nChanged 70799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784935 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -68124176.000000 Penalty: 6768.647949
	Iteration 7F: 3 clusters Score -6.812418e+07 nChanged 39968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824895 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -68167056.000000 Penalty: 6768.647949
	Iteration 8Q: 3 clusters Score -6.816706e+07 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839456 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -68182040.000000 Penalty: 6768.647949
	Iteration 9Q: 3 clusters Score -6.818204e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843127 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -68185504.000000 Penalty: 6768.647949
	Iteration 10Q: 3 clusters Score -6.81855e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843983 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68186512.000000 Penalty: 6768.647949
	Iteration 11Q: 3 clusters Score -6.818651e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844128 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68186736.000000 Penalty: 6768.647949
	Iteration 12Q: 3 clusters Score -6.818674e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844176 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68186760.000000 Penalty: 6768.647949
	Iteration 13Q: 3 clusters Score -6.818676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844182 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -68186872.000000 Penalty: 6768.647949
	Iteration 14Q: 3 clusters Score -6.818687e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68186896.000000 Penalty: 6768.647949
	Iteration 15Q: 3 clusters Score -6.81869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844206 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68186928.000000 Penalty: 6768.647949
	Iteration 16Q: 3 clusters Score -6.818693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844206 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68186944.000000 Penalty: 6768.647949
	Iteration 17Q: 3 clusters Score -6.818694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844208 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68186952.000000 Penalty: 6768.647949
	Iteration 18Q: 3 clusters Score -6.818695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68186968.000000 Penalty: 6768.647949
	Iteration 19Q: 3 clusters Score -6.818697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844206 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68186960.000000 Penalty: 6768.647949
	Iteration 20F: 3 clusters Score -6.818696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844202 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68186960.000000 Penalty: 6768.647949
	Iteration 21Q: 3 clusters Score -6.818696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844202 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68186944.000000 Penalty: 6768.647949
	Iteration 22Q: 3 clusters Score -6.818694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844203 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68186968.000000 Penalty: 6768.647949
	Iteration 23Q: 3 clusters Score -6.818697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844206 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68186968.000000 Penalty: 6768.647949
	Iteration 24Q: 3 clusters Score -6.818697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68186968.000000 Penalty: 6768.647949
	Iteration 25Q: 3 clusters Score -6.818697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844211 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68186976.000000 Penalty: 6768.647949
	Iteration 26Q: 3 clusters Score -6.818698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68186968.000000 Penalty: 6768.647949
	Iteration 27Q: 3 clusters Score -6.818697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844208 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68186968.000000 Penalty: 6768.647949
	Iteration 28Q: 3 clusters Score -6.818697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844207 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68186936.000000 Penalty: 6768.647949
	Iteration 29Q: 3 clusters Score -6.818694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844207 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68186936.000000 Penalty: 6768.647949
	Iteration 30F: 3 clusters Score -6.818694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Entering Unmasked Estep 
Score: -2818714.250000 Penalty: 2590.698486
	Iteration 0F: 2 clusters Score -2818714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2795289.750000 Penalty: 5181.396973
	Iteration 0F: 3 clusters Score -2795290 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2803803.500000 Penalty: 5181.396973
	Iteration 1F: 3 clusters Score -2803804 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2804238.500000 Penalty: 5181.396973
	Iteration 2Q: 3 clusters Score -2804238 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2804591.000000 Penalty: 5181.396973
	Iteration 3Q: 3 clusters Score -2804591 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2804902.000000 Penalty: 5181.396973
	Iteration 4Q: 3 clusters Score -2804902 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2805205.250000 Penalty: 5181.396973
	Iteration 5Q: 3 clusters Score -2805205 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2805596.000000 Penalty: 5181.396973
	Iteration 6Q: 3 clusters Score -2805596 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2806004.750000 Penalty: 5181.396973
	Iteration 7Q: 3 clusters Score -2806005 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2806464.250000 Penalty: 5181.396973
	Iteration 8Q: 3 clusters Score -2806464 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2806930.750000 Penalty: 5181.396973
	Iteration 9Q: 3 clusters Score -2806931 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2807409.750000 Penalty: 5181.396973
	Iteration 10Q: 3 clusters Score -2807410 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2807938.250000 Penalty: 5181.396973
	Iteration 11Q: 3 clusters Score -2807938 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2808497.500000 Penalty: 5181.396973
	Iteration 12Q: 3 clusters Score -2808498 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2809088.750000 Penalty: 5181.396973
	Iteration 13Q: 3 clusters Score -2809089 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2809762.750000 Penalty: 5181.396973
	Iteration 14Q: 3 clusters Score -2809763 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2810463.250000 Penalty: 5181.396973
	Iteration 15Q: 3 clusters Score -2810463 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2811186.250000 Penalty: 5181.396973
	Iteration 16Q: 3 clusters Score -2811186 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2811931.750000 Penalty: 5181.396973
	Iteration 17Q: 3 clusters Score -2811932 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -2812635.500000 Penalty: 5181.396973
	Iteration 18Q: 3 clusters Score -2812636 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2813296.750000 Penalty: 5181.396973
	Iteration 19Q: 3 clusters Score -2813297 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -2813865.000000 Penalty: 5181.396973
	Iteration 20F: 3 clusters Score -2813865 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -2814375.250000 Penalty: 5181.396973
	Iteration 21Q: 3 clusters Score -2814375 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -2814817.500000 Penalty: 5181.396973
	Iteration 22Q: 3 clusters Score -2814818 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -2815166.250000 Penalty: 5181.396973
	Iteration 23Q: 3 clusters Score -2815166 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -2815459.750000 Penalty: 5181.396973
	Iteration 24Q: 3 clusters Score -2815460 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -2815695.500000 Penalty: 5181.396973
	Iteration 25Q: 3 clusters Score -2815696 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -2815867.500000 Penalty: 5181.396973
	Iteration 26Q: 3 clusters Score -2815868 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -2815994.250000 Penalty: 5181.396973
	Iteration 27Q: 3 clusters Score -2815994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -2816101.000000 Penalty: 5181.396973
	Iteration 28Q: 3 clusters Score -2816101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -2816183.750000 Penalty: 5181.396973
	Iteration 29Q: 3 clusters Score -2816184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -2816237.750000 Penalty: 5181.396973
	Iteration 30Q: 3 clusters Score -2816238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -2816280.500000 Penalty: 5181.396973
	Iteration 31Q: 3 clusters Score -2816280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -2816329.250000 Penalty: 5181.396973
	Iteration 32Q: 3 clusters Score -2816329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -2816374.000000 Penalty: 5181.396973
	Iteration 33Q: 3 clusters Score -2816374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -2816412.250000 Penalty: 5181.396973
	Iteration 34Q: 3 clusters Score -2816412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -2816432.500000 Penalty: 5181.396973
	Iteration 35Q: 3 clusters Score -2816432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -2816449.500000 Penalty: 5181.396973
	Iteration 36Q: 3 clusters Score -2816450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -2816456.750000 Penalty: 5181.396973
	Iteration 37Q: 3 clusters Score -2816457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -2816466.750000 Penalty: 5181.396973
	Iteration 38Q: 3 clusters Score -2816467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -2816477.750000 Penalty: 5181.396973
	Iteration 39Q: 3 clusters Score -2816478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -2816483.500000 Penalty: 5181.396973
	Iteration 40F: 3 clusters Score -2816484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -2816488.750000 Penalty: 5181.396973
	Iteration 41Q: 3 clusters Score -2816489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -2816492.250000 Penalty: 5181.396973
	Iteration 42Q: 3 clusters Score -2816492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -2816496.500000 Penalty: 5181.396973
	Iteration 43Q: 3 clusters Score -2816496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -2816500.750000 Penalty: 5181.396973
	Iteration 44Q: 3 clusters Score -2816501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -2816501.500000 Penalty: 5181.396973
	Iteration 45Q: 3 clusters Score -2816502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -2816502.000000 Penalty: 5181.396973
	Iteration 46Q: 3 clusters Score -2816502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -2816505.000000 Penalty: 5181.396973
	Iteration 47Q: 3 clusters Score -2816505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -2816507.750000 Penalty: 5181.396973
	Iteration 48Q: 3 clusters Score -2816508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -2816507.750000 Penalty: 5181.396973
	Iteration 49Q: 3 clusters Score -2816508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -2816508.000000 Penalty: 5181.396973
	Iteration 50Q: 3 clusters Score -2816508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -2816510.250000 Penalty: 5181.396973
	Iteration 51Q: 3 clusters Score -2816510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -2816510.750000 Penalty: 5181.396973
	Iteration 52Q: 3 clusters Score -2816511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -2816510.750000 Penalty: 5181.396973
	Iteration 53F: 3 clusters Score -2816511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (260345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260345 members 
Entering Unmasked Estep 
Score: -21030380.000000 Penalty: 3092.501221
	Iteration 0F: 2 clusters Score -2.103038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 130109 members 
Entering Unmasked Estep 
Score: -20854854.000000 Penalty: 6185.002441
	Iteration 0F: 3 clusters Score -2.085485e+07 nChanged 126188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -20929284.000000 Penalty: 6185.002441
	Iteration 1F: 3 clusters Score -2.092928e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132923 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -20930382.000000 Penalty: 6185.002441
	Iteration 2Q: 3 clusters Score -2.093038e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 125650 members 
Entering Unmasked Estep 
Score: -20931812.000000 Penalty: 6185.002441
	Iteration 3Q: 3 clusters Score -2.093181e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137408 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -20933552.000000 Penalty: 6185.002441
	Iteration 4Q: 3 clusters Score -2.093355e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141347 members 
Mstep: Class 2 contains 118998 members 
Entering Unmasked Estep 
Score: -20936278.000000 Penalty: 6185.002441
	Iteration 5Q: 3 clusters Score -2.093628e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -20940404.000000 Penalty: 6185.002441
	Iteration 6Q: 3 clusters Score -2.09404e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154739 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -20947050.000000 Penalty: 6185.002441
	Iteration 7Q: 3 clusters Score -2.094705e+07 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -20957802.000000 Penalty: 6185.002441
	Iteration 8F: 3 clusters Score -2.09578e+07 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -20971318.000000 Penalty: 6185.002441
	Iteration 9F: 3 clusters Score -2.097132e+07 nChanged 15370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -20982138.000000 Penalty: 6185.002441
	Iteration 10F: 3 clusters Score -2.098214e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188593 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -20987624.000000 Penalty: 6185.002441
	Iteration 11Q: 3 clusters Score -2.098762e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194053 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -20990300.000000 Penalty: 6185.002441
	Iteration 12Q: 3 clusters Score -2.09903e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199685 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -20992446.000000 Penalty: 6185.002441
	Iteration 13Q: 3 clusters Score -2.099245e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205392 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -20994704.000000 Penalty: 6185.002441
	Iteration 14Q: 3 clusters Score -2.09947e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211216 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -20997388.000000 Penalty: 6185.002441
	Iteration 15Q: 3 clusters Score -2.099739e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217234 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -21000108.000000 Penalty: 6185.002441
	Iteration 16Q: 3 clusters Score -2.100011e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223263 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -21002940.000000 Penalty: 6185.002441
	Iteration 17Q: 3 clusters Score -2.100294e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229234 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -21006198.000000 Penalty: 6185.002441
	Iteration 18Q: 3 clusters Score -2.10062e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234913 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -21009610.000000 Penalty: 6185.002441
	Iteration 19Q: 3 clusters Score -2.100961e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240255 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -21013120.000000 Penalty: 6185.002441
	Iteration 20F: 3 clusters Score -2.101312e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245059 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -21016448.000000 Penalty: 6185.002441
	Iteration 21Q: 3 clusters Score -2.101645e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249194 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -21019474.000000 Penalty: 6185.002441
	Iteration 22Q: 3 clusters Score -2.101947e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252532 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -21021950.000000 Penalty: 6185.002441
	Iteration 23Q: 3 clusters Score -2.102195e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255136 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -21023960.000000 Penalty: 6185.002441
	Iteration 24Q: 3 clusters Score -2.102396e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257030 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -21025380.000000 Penalty: 6185.002441
	Iteration 25Q: 3 clusters Score -2.102538e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258344 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21026402.000000 Penalty: 6185.002441
	Iteration 26Q: 3 clusters Score -2.10264e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259085 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21026962.000000 Penalty: 6185.002441
	Iteration 27Q: 3 clusters Score -2.102696e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21027208.000000 Penalty: 6185.002441
	Iteration 28Q: 3 clusters Score -2.102721e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259680 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21027350.000000 Penalty: 6185.002441
	Iteration 29Q: 3 clusters Score -2.102735e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21027428.000000 Penalty: 6185.002441
	Iteration 30Q: 3 clusters Score -2.102743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259852 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21027486.000000 Penalty: 6185.002441
	Iteration 31Q: 3 clusters Score -2.102749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259894 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21027562.000000 Penalty: 6185.002441
	Iteration 32Q: 3 clusters Score -2.102756e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259926 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21027590.000000 Penalty: 6185.002441
	Iteration 33Q: 3 clusters Score -2.102759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259943 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21027614.000000 Penalty: 6185.002441
	Iteration 34Q: 3 clusters Score -2.102761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259955 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21027620.000000 Penalty: 6185.002441
	Iteration 35Q: 3 clusters Score -2.102762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259960 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21027628.000000 Penalty: 6185.002441
	Iteration 36Q: 3 clusters Score -2.102763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259965 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21027638.000000 Penalty: 6185.002441
	Iteration 37Q: 3 clusters Score -2.102764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259968 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21027646.000000 Penalty: 6185.002441
	Iteration 38Q: 3 clusters Score -2.102765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259969 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21027638.000000 Penalty: 6185.002441
	Iteration 39Q: 3 clusters Score -2.102764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259970 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21027644.000000 Penalty: 6185.002441
	Iteration 40F: 3 clusters Score -2.102764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259973 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21027642.000000 Penalty: 6185.002441
	Iteration 41Q: 3 clusters Score -2.102764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259971 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -21027658.000000 Penalty: 6185.002441
	Iteration 42Q: 3 clusters Score -2.102766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259973 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21027644.000000 Penalty: 6185.002441
	Iteration 43Q: 3 clusters Score -2.102764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259976 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21027662.000000 Penalty: 6185.002441
	Iteration 44Q: 3 clusters Score -2.102766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259979 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21027660.000000 Penalty: 6185.002441
	Iteration 45Q: 3 clusters Score -2.102766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259979 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21027656.000000 Penalty: 6185.002441
	Iteration 46Q: 3 clusters Score -2.102766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259979 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21027668.000000 Penalty: 6185.002441
	Iteration 47Q: 3 clusters Score -2.102767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259980 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21027660.000000 Penalty: 6185.002441
	Iteration 48Q: 3 clusters Score -2.102766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259982 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21027676.000000 Penalty: 6185.002441
	Iteration 49Q: 3 clusters Score -2.102768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259984 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21027668.000000 Penalty: 6185.002441
	Iteration 50Q: 3 clusters Score -2.102767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259986 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21027672.000000 Penalty: 6185.002441
	Iteration 51Q: 3 clusters Score -2.102767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259987 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21027672.000000 Penalty: 6185.002441
	Iteration 52Q: 3 clusters Score -2.102767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259988 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21027672.000000 Penalty: 6185.002441
	Iteration 53Q: 3 clusters Score -2.102767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259989 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21027678.000000 Penalty: 6185.002441
	Iteration 54Q: 3 clusters Score -2.102768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259990 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21027672.000000 Penalty: 6185.002441
	Iteration 55Q: 3 clusters Score -2.102767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259992 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21027676.000000 Penalty: 6185.002441
	Iteration 56Q: 3 clusters Score -2.102768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259994 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -21027678.000000 Penalty: 6185.002441
	Iteration 57Q: 3 clusters Score -2.102768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259996 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21027674.000000 Penalty: 6185.002441
	Iteration 58Q: 3 clusters Score -2.102767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259996 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21027674.000000 Penalty: 6185.002441
	Iteration 59F: 3 clusters Score -2.102767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -381160.750000 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -381160.8 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 2539 members 
Entering Unmasked Estep 
Score: -376729.000000 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -376729 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -377771.656250 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -377771.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -377967.218750 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -377967.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -378079.250000 Penalty: 4218.539551
	Iteration 3Q: 3 clusters Score -378079.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -378147.593750 Penalty: 4218.539551
	Iteration 4Q: 3 clusters Score -378147.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -378188.656250 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -378188.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -378220.343750 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -378220.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -378242.750000 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -378242.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -378263.593750 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -378263.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -378281.218750 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -378281.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -378295.687500 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -378295.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -378306.593750 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -378306.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -378315.093750 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -378315.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -378320.000000 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -378320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -378326.906250 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -378326.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -378335.218750 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -378335.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -378344.843750 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -378344.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -378351.562500 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -378351.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -378360.562500 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -378360.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -378372.187500 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -378372.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -378382.718750 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -378382.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -378392.500000 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -378392.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -378403.000000 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -378403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -378413.375000 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -378413.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -378424.593750 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -378424.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -378439.968750 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -378440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -378461.562500 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -378461.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -378489.500000 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -378489.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -378518.156250 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -378518.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -378544.156250 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -378544.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -378581.531250 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -378581.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -378638.406250 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -378638.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -378698.687500 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -378698.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -378785.843750 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -378785.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -378891.375000 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -378891.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -378992.937500 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -378992.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -379105.218750 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -379105.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -379210.468750 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -379210.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -379308.562500 Penalty: 4218.539551
	Iteration 38Q: 3 clusters Score -379308.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -379406.187500 Penalty: 4218.539551
	Iteration 39Q: 3 clusters Score -379406.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -379488.343750 Penalty: 4218.539551
	Iteration 40F: 3 clusters Score -379488.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -379566.031250 Penalty: 4218.539551
	Iteration 41Q: 3 clusters Score -379566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -379614.906250 Penalty: 4218.539551
	Iteration 42Q: 3 clusters Score -379614.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -379660.343750 Penalty: 4218.539551
	Iteration 43Q: 3 clusters Score -379660.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -379708.812500 Penalty: 4218.539551
	Iteration 44Q: 3 clusters Score -379708.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -379755.187500 Penalty: 4218.539551
	Iteration 45Q: 3 clusters Score -379755.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -379787.531250 Penalty: 4218.539551
	Iteration 46Q: 3 clusters Score -379787.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -379806.968750 Penalty: 4218.539551
	Iteration 47Q: 3 clusters Score -379807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -379818.937500 Penalty: 4218.539551
	Iteration 48Q: 3 clusters Score -379818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -379823.593750 Penalty: 4218.539551
	Iteration 49Q: 3 clusters Score -379823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -379825.906250 Penalty: 4218.539551
	Iteration 50Q: 3 clusters Score -379825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -379825.718750 Penalty: 4218.539551
	Iteration 51Q: 3 clusters Score -379825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -379827.375000 Penalty: 4218.539551
	Iteration 52Q: 3 clusters Score -379827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -379830.156250 Penalty: 4218.539551
	Iteration 53Q: 3 clusters Score -379830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -379834.125000 Penalty: 4218.539551
	Iteration 54Q: 3 clusters Score -379834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -379837.937500 Penalty: 4218.539551
	Iteration 55Q: 3 clusters Score -379837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -379840.031250 Penalty: 4218.539551
	Iteration 56Q: 3 clusters Score -379840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -379839.781250 Penalty: 4218.539551
	Iteration 57Q: 3 clusters Score -379839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -379841.593750 Penalty: 4218.539551
	Iteration 58F: 3 clusters Score -379841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -379845.531250 Penalty: 4218.539551
	Iteration 59Q: 3 clusters Score -379845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -379847.906250 Penalty: 4218.539551
	Iteration 60F: 3 clusters Score -379847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -379848.718750 Penalty: 4218.539551
	Iteration 61Q: 3 clusters Score -379848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -379851.375000 Penalty: 4218.539551
	Iteration 62Q: 3 clusters Score -379851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -379851.843750 Penalty: 4218.539551
	Iteration 63Q: 3 clusters Score -379851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -379854.968750 Penalty: 4218.539551
	Iteration 64Q: 3 clusters Score -379855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -379859.375000 Penalty: 4218.539551
	Iteration 65Q: 3 clusters Score -379859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -379859.718750 Penalty: 4218.539551
	Iteration 66Q: 3 clusters Score -379859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -379862.812500 Penalty: 4218.539551
	Iteration 67Q: 3 clusters Score -379862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -379863.031250 Penalty: 4218.539551
	Iteration 68Q: 3 clusters Score -379863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -379864.468750 Penalty: 4218.539551
	Iteration 69Q: 3 clusters Score -379864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -379865.687500 Penalty: 4218.539551
	Iteration 70Q: 3 clusters Score -379865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -379866.750000 Penalty: 4218.539551
	Iteration 71Q: 3 clusters Score -379866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -379869.843750 Penalty: 4218.539551
	Iteration 72Q: 3 clusters Score -379869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -379873.468750 Penalty: 4218.539551
	Iteration 73Q: 3 clusters Score -379873.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -379874.562500 Penalty: 4218.539551
	Iteration 74Q: 3 clusters Score -379874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -379875.375000 Penalty: 4218.539551
	Iteration 75Q: 3 clusters Score -379875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -379876.093750 Penalty: 4218.539551
	Iteration 76Q: 3 clusters Score -379876.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -379876.093750 Penalty: 4218.539551
	Iteration 77F: 3 clusters Score -379876.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Entering Unmasked Estep 
Score: -1667440.250000 Penalty: 2472.113037
	Iteration 0F: 2 clusters Score -1667440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1652465.625000 Penalty: 4944.226074
	Iteration 0F: 3 clusters Score -1652466 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1657438.000000 Penalty: 4944.226074
	Iteration 1F: 3 clusters Score -1657438 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1657926.000000 Penalty: 4944.226074
	Iteration 2F: 3 clusters Score -1657926 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1658439.875000 Penalty: 4944.226074
	Iteration 3F: 3 clusters Score -1658440 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1659043.000000 Penalty: 4944.226074
	Iteration 4F: 3 clusters Score -1659043 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1659811.500000 Penalty: 4944.226074
	Iteration 5F: 3 clusters Score -1659812 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1660677.875000 Penalty: 4944.226074
	Iteration 6F: 3 clusters Score -1660678 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1661748.250000 Penalty: 4944.226074
	Iteration 7F: 3 clusters Score -1661748 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1662871.500000 Penalty: 4944.226074
	Iteration 8F: 3 clusters Score -1662872 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1663816.125000 Penalty: 4944.226074
	Iteration 9F: 3 clusters Score -1663816 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1664404.750000 Penalty: 4944.226074
	Iteration 10Q: 3 clusters Score -1664405 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1664733.000000 Penalty: 4944.226074
	Iteration 11Q: 3 clusters Score -1664733 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1664935.750000 Penalty: 4944.226074
	Iteration 12Q: 3 clusters Score -1664936 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1665081.750000 Penalty: 4944.226074
	Iteration 13Q: 3 clusters Score -1665082 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1665182.250000 Penalty: 4944.226074
	Iteration 14Q: 3 clusters Score -1665182 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1665272.875000 Penalty: 4944.226074
	Iteration 15Q: 3 clusters Score -1665273 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1665346.750000 Penalty: 4944.226074
	Iteration 16Q: 3 clusters Score -1665347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1665393.875000 Penalty: 4944.226074
	Iteration 17Q: 3 clusters Score -1665394 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1665437.000000 Penalty: 4944.226074
	Iteration 18Q: 3 clusters Score -1665437 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1665457.625000 Penalty: 4944.226074
	Iteration 19Q: 3 clusters Score -1665458 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1665473.375000 Penalty: 4944.226074
	Iteration 20F: 3 clusters Score -1665473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1665487.625000 Penalty: 4944.226074
	Iteration 21Q: 3 clusters Score -1665488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1665506.500000 Penalty: 4944.226074
	Iteration 22Q: 3 clusters Score -1665506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1665511.875000 Penalty: 4944.226074
	Iteration 23Q: 3 clusters Score -1665512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1665519.625000 Penalty: 4944.226074
	Iteration 24Q: 3 clusters Score -1665520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1665527.250000 Penalty: 4944.226074
	Iteration 25Q: 3 clusters Score -1665527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1665537.000000 Penalty: 4944.226074
	Iteration 26Q: 3 clusters Score -1665537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1665541.125000 Penalty: 4944.226074
	Iteration 27Q: 3 clusters Score -1665541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1665544.375000 Penalty: 4944.226074
	Iteration 28Q: 3 clusters Score -1665544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1665556.375000 Penalty: 4944.226074
	Iteration 29Q: 3 clusters Score -1665556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1665558.500000 Penalty: 4944.226074
	Iteration 30Q: 3 clusters Score -1665558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1665571.375000 Penalty: 4944.226074
	Iteration 31Q: 3 clusters Score -1665571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1665573.250000 Penalty: 4944.226074
	Iteration 32Q: 3 clusters Score -1665573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1665573.875000 Penalty: 4944.226074
	Iteration 33Q: 3 clusters Score -1665574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1665577.500000 Penalty: 4944.226074
	Iteration 34Q: 3 clusters Score -1665578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1665581.875000 Penalty: 4944.226074
	Iteration 35Q: 3 clusters Score -1665582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1665575.875000 Penalty: 4944.226074
	Iteration 36Q: 3 clusters Score -1665576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1665582.000000 Penalty: 4944.226074
	Iteration 37Q: 3 clusters Score -1665582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1665581.375000 Penalty: 4944.226074
	Iteration 38Q: 3 clusters Score -1665581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1665582.375000 Penalty: 4944.226074
	Iteration 39Q: 3 clusters Score -1665582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1665586.000000 Penalty: 4944.226074
	Iteration 40F: 3 clusters Score -1665586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1665587.875000 Penalty: 4944.226074
	Iteration 41Q: 3 clusters Score -1665588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1665588.125000 Penalty: 4944.226074
	Iteration 42Q: 3 clusters Score -1665588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1665591.750000 Penalty: 4944.226074
	Iteration 43Q: 3 clusters Score -1665592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1665590.500000 Penalty: 4944.226074
	Iteration 44Q: 3 clusters Score -1665590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1665593.875000 Penalty: 4944.226074
	Iteration 45Q: 3 clusters Score -1665594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1665594.375000 Penalty: 4944.226074
	Iteration 46Q: 3 clusters Score -1665594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1665599.250000 Penalty: 4944.226074
	Iteration 47Q: 3 clusters Score -1665599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1665600.250000 Penalty: 4944.226074
	Iteration 48Q: 3 clusters Score -1665600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1665599.375000 Penalty: 4944.226074
	Iteration 49Q: 3 clusters Score -1665599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1665604.375000 Penalty: 4944.226074
	Iteration 50Q: 3 clusters Score -1665604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1665607.125000 Penalty: 4944.226074
	Iteration 51Q: 3 clusters Score -1665607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1665612.500000 Penalty: 4944.226074
	Iteration 52Q: 3 clusters Score -1665612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1665616.875000 Penalty: 4944.226074
	Iteration 53Q: 3 clusters Score -1665617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1665621.875000 Penalty: 4944.226074
	Iteration 54Q: 3 clusters Score -1665622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1665617.500000 Penalty: 4944.226074
	Iteration 55Q: 3 clusters Score -1665618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1665626.250000 Penalty: 4944.226074
	Iteration 56Q: 3 clusters Score -1665626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1665629.875000 Penalty: 4944.226074
	Iteration 57Q: 3 clusters Score -1665630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1665629.875000 Penalty: 4944.226074
	Iteration 58Q: 3 clusters Score -1665630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1665634.750000 Penalty: 4944.226074
	Iteration 59Q: 3 clusters Score -1665635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1665643.500000 Penalty: 4944.226074
	Iteration 60F: 3 clusters Score -1665644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1665654.875000 Penalty: 4944.226074
	Iteration 61Q: 3 clusters Score -1665655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1665659.000000 Penalty: 4944.226074
	Iteration 62Q: 3 clusters Score -1665659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1665661.875000 Penalty: 4944.226074
	Iteration 63Q: 3 clusters Score -1665662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1665671.000000 Penalty: 4944.226074
	Iteration 64Q: 3 clusters Score -1665671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1665672.125000 Penalty: 4944.226074
	Iteration 65Q: 3 clusters Score -1665672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1665675.000000 Penalty: 4944.226074
	Iteration 66Q: 3 clusters Score -1665675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1665671.625000 Penalty: 4944.226074
	Iteration 67Q: 3 clusters Score -1665672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1665674.625000 Penalty: 4944.226074
	Iteration 68Q: 3 clusters Score -1665675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1665685.750000 Penalty: 4944.226074
	Iteration 69Q: 3 clusters Score -1665686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1665681.500000 Penalty: 4944.226074
	Iteration 70Q: 3 clusters Score -1665682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1665686.125000 Penalty: 4944.226074
	Iteration 71Q: 3 clusters Score -1665686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1665693.000000 Penalty: 4944.226074
	Iteration 72Q: 3 clusters Score -1665693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1665701.625000 Penalty: 4944.226074
	Iteration 73Q: 3 clusters Score -1665702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1665702.875000 Penalty: 4944.226074
	Iteration 74Q: 3 clusters Score -1665703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1665709.625000 Penalty: 4944.226074
	Iteration 75Q: 3 clusters Score -1665710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1665707.250000 Penalty: 4944.226074
	Iteration 76Q: 3 clusters Score -1665707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1665714.125000 Penalty: 4944.226074
	Iteration 77Q: 3 clusters Score -1665714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1665719.375000 Penalty: 4944.226074
	Iteration 78Q: 3 clusters Score -1665719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1665721.125000 Penalty: 4944.226074
	Iteration 79Q: 3 clusters Score -1665721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1665730.500000 Penalty: 4944.226074
	Iteration 80F: 3 clusters Score -1665730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1665734.250000 Penalty: 4944.226074
	Iteration 81Q: 3 clusters Score -1665734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1665737.125000 Penalty: 4944.226074
	Iteration 82Q: 3 clusters Score -1665737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1665743.875000 Penalty: 4944.226074
	Iteration 83Q: 3 clusters Score -1665744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1665752.375000 Penalty: 4944.226074
	Iteration 84Q: 3 clusters Score -1665752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1665754.125000 Penalty: 4944.226074
	Iteration 85Q: 3 clusters Score -1665754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1665755.250000 Penalty: 4944.226074
	Iteration 86Q: 3 clusters Score -1665755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1665757.000000 Penalty: 4944.226074
	Iteration 87Q: 3 clusters Score -1665757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1665763.500000 Penalty: 4944.226074
	Iteration 88Q: 3 clusters Score -1665764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1665768.125000 Penalty: 4944.226074
	Iteration 89Q: 3 clusters Score -1665768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1665774.750000 Penalty: 4944.226074
	Iteration 90Q: 3 clusters Score -1665775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1665787.750000 Penalty: 4944.226074
	Iteration 91Q: 3 clusters Score -1665788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1665798.625000 Penalty: 4944.226074
	Iteration 92Q: 3 clusters Score -1665799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1665806.125000 Penalty: 4944.226074
	Iteration 93Q: 3 clusters Score -1665806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1665815.250000 Penalty: 4944.226074
	Iteration 94Q: 3 clusters Score -1665815 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1665822.375000 Penalty: 4944.226074
	Iteration 95Q: 3 clusters Score -1665822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -1665824.250000 Penalty: 4944.226074
	Iteration 96Q: 3 clusters Score -1665824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1665838.500000 Penalty: 4944.226074
	Iteration 97Q: 3 clusters Score -1665838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1665841.500000 Penalty: 4944.226074
	Iteration 98Q: 3 clusters Score -1665842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1665848.250000 Penalty: 4944.226074
	Iteration 99Q: 3 clusters Score -1665848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1665856.625000 Penalty: 4944.226074
	Iteration 100F: 3 clusters Score -1665857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1665868.250000 Penalty: 4944.226074
	Iteration 101Q: 3 clusters Score -1665868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1665872.875000 Penalty: 4944.226074
	Iteration 102Q: 3 clusters Score -1665873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1665885.875000 Penalty: 4944.226074
	Iteration 103Q: 3 clusters Score -1665886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1665894.875000 Penalty: 4944.226074
	Iteration 104Q: 3 clusters Score -1665895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1665898.000000 Penalty: 4944.226074
	Iteration 105Q: 3 clusters Score -1665898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1665908.250000 Penalty: 4944.226074
	Iteration 106Q: 3 clusters Score -1665908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1665914.250000 Penalty: 4944.226074
	Iteration 107Q: 3 clusters Score -1665914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1665917.375000 Penalty: 4944.226074
	Iteration 108Q: 3 clusters Score -1665917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1665921.625000 Penalty: 4944.226074
	Iteration 109Q: 3 clusters Score -1665922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1665923.125000 Penalty: 4944.226074
	Iteration 110Q: 3 clusters Score -1665923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1665930.250000 Penalty: 4944.226074
	Iteration 111Q: 3 clusters Score -1665930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1665929.750000 Penalty: 4944.226074
	Iteration 112Q: 3 clusters Score -1665930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1665931.250000 Penalty: 4944.226074
	Iteration 113Q: 3 clusters Score -1665931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1665932.625000 Penalty: 4944.226074
	Iteration 114Q: 3 clusters Score -1665933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1665935.125000 Penalty: 4944.226074
	Iteration 115Q: 3 clusters Score -1665935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1665938.625000 Penalty: 4944.226074
	Iteration 116Q: 3 clusters Score -1665939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1665942.750000 Penalty: 4944.226074
	Iteration 117Q: 3 clusters Score -1665943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1665941.750000 Penalty: 4944.226074
	Iteration 118Q: 3 clusters Score -1665942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1665943.500000 Penalty: 4944.226074
	Iteration 119Q: 3 clusters Score -1665944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1665945.000000 Penalty: 4944.226074
	Iteration 120F: 3 clusters Score -1665945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1665947.000000 Penalty: 4944.226074
	Iteration 121Q: 3 clusters Score -1665947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1665948.625000 Penalty: 4944.226074
	Iteration 122Q: 3 clusters Score -1665949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1665952.000000 Penalty: 4944.226074
	Iteration 123Q: 3 clusters Score -1665952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1665950.750000 Penalty: 4944.226074
	Iteration 124Q: 3 clusters Score -1665951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1665948.875000 Penalty: 4944.226074
	Iteration 125Q: 3 clusters Score -1665949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1665947.000000 Penalty: 4944.226074
	Iteration 126Q: 3 clusters Score -1665947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1665950.875000 Penalty: 4944.226074
	Iteration 127Q: 3 clusters Score -1665951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1665951.625000 Penalty: 4944.226074
	Iteration 128Q: 3 clusters Score -1665952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1665951.625000 Penalty: 4944.226074
	Iteration 129F: 3 clusters Score -1665952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -669863.437500 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -669863.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -663077.250000 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -663077.2 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -665087.812500 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -665087.8 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -665530.687500 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -665530.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -665872.312500 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -665872.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -666197.812500 Penalty: 4493.578613
	Iteration 4F: 3 clusters Score -666197.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -666564.625000 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -666564.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -666897.750000 Penalty: 4493.578613
	Iteration 6F: 3 clusters Score -666897.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -667158.625000 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -667158.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -667339.062500 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -667339.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -667458.500000 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -667458.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -667540.000000 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -667540 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -667606.500000 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -667606.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -667663.125000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -667663.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -667725.750000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -667725.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -667778.875000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -667778.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -667818.312500 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -667818.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -667854.875000 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -667854.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -667885.312500 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -667885.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -667913.500000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -667913.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -667942.812500 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -667942.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -667967.125000 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -667967.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -667983.250000 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -667983.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -667997.312500 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -667997.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -668013.437500 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -668013.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -668030.875000 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -668030.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -668048.437500 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -668048.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -668064.125000 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -668064.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -668078.000000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -668078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -668085.812500 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -668085.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -668092.125000 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -668092.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -668094.687500 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -668094.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -668100.125000 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -668100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -668102.625000 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -668102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -668103.562500 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -668103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -668107.062500 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -668107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -668111.125000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -668111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -668114.687500 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -668114.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -668116.875000 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -668116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -668119.437500 Penalty: 4493.578613
	Iteration 38Q: 3 clusters Score -668119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -668121.000000 Penalty: 4493.578613
	Iteration 39Q: 3 clusters Score -668121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -668124.562500 Penalty: 4493.578613
	Iteration 40F: 3 clusters Score -668124.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -668128.562500 Penalty: 4493.578613
	Iteration 41Q: 3 clusters Score -668128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -668132.937500 Penalty: 4493.578613
	Iteration 42Q: 3 clusters Score -668132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -668133.812500 Penalty: 4493.578613
	Iteration 43Q: 3 clusters Score -668133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -668133.750000 Penalty: 4493.578613
	Iteration 44Q: 3 clusters Score -668133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -668135.750000 Penalty: 4493.578613
	Iteration 45Q: 3 clusters Score -668135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -668135.875000 Penalty: 4493.578613
	Iteration 46Q: 3 clusters Score -668135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -668137.187500 Penalty: 4493.578613
	Iteration 47Q: 3 clusters Score -668137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -668140.312500 Penalty: 4493.578613
	Iteration 48Q: 3 clusters Score -668140.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -668140.125000 Penalty: 4493.578613
	Iteration 49Q: 3 clusters Score -668140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -668141.937500 Penalty: 4493.578613
	Iteration 50Q: 3 clusters Score -668141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -668147.500000 Penalty: 4493.578613
	Iteration 51Q: 3 clusters Score -668147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -668150.437500 Penalty: 4493.578613
	Iteration 52Q: 3 clusters Score -668150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -668150.312500 Penalty: 4493.578613
	Iteration 53Q: 3 clusters Score -668150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -668149.812500 Penalty: 4493.578613
	Iteration 54Q: 3 clusters Score -668149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -668149.812500 Penalty: 4493.578613
	Iteration 55F: 3 clusters Score -668149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Entering Unmasked Estep 
Score: -2868095.500000 Penalty: 2607.643799
	Iteration 0F: 2 clusters Score -2868096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2842857.750000 Penalty: 5215.287598
	Iteration 0F: 3 clusters Score -2842858 nChanged 16903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2852087.250000 Penalty: 5215.287598
	Iteration 1F: 3 clusters Score -2852087 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2852736.000000 Penalty: 5215.287598
	Iteration 2Q: 3 clusters Score -2852736 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2853465.250000 Penalty: 5215.287598
	Iteration 3Q: 3 clusters Score -2853465 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2854362.750000 Penalty: 5215.287598
	Iteration 4F: 3 clusters Score -2854363 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2855590.000000 Penalty: 5215.287598
	Iteration 5F: 3 clusters Score -2855590 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2857308.500000 Penalty: 5215.287598
	Iteration 6F: 3 clusters Score -2857308 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2859356.500000 Penalty: 5215.287598
	Iteration 7F: 3 clusters Score -2859356 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2861308.000000 Penalty: 5215.287598
	Iteration 8F: 3 clusters Score -2861308 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -2862709.750000 Penalty: 5215.287598
	Iteration 9Q: 3 clusters Score -2862710 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -2863538.750000 Penalty: 5215.287598
	Iteration 10Q: 3 clusters Score -2863539 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2863986.500000 Penalty: 5215.287598
	Iteration 11Q: 3 clusters Score -2863986 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -2864287.250000 Penalty: 5215.287598
	Iteration 12Q: 3 clusters Score -2864287 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -2864504.500000 Penalty: 5215.287598
	Iteration 13Q: 3 clusters Score -2864504 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -2864699.750000 Penalty: 5215.287598
	Iteration 14Q: 3 clusters Score -2864700 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -2864843.500000 Penalty: 5215.287598
	Iteration 15Q: 3 clusters Score -2864844 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -2865023.500000 Penalty: 5215.287598
	Iteration 16Q: 3 clusters Score -2865024 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -2865185.500000 Penalty: 5215.287598
	Iteration 17Q: 3 clusters Score -2865186 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -2865332.750000 Penalty: 5215.287598
	Iteration 18Q: 3 clusters Score -2865333 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -2865461.500000 Penalty: 5215.287598
	Iteration 19Q: 3 clusters Score -2865462 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -2865576.750000 Penalty: 5215.287598
	Iteration 20F: 3 clusters Score -2865577 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -2865686.000000 Penalty: 5215.287598
	Iteration 21Q: 3 clusters Score -2865686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -2865804.500000 Penalty: 5215.287598
	Iteration 22Q: 3 clusters Score -2865804 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -2865897.000000 Penalty: 5215.287598
	Iteration 23Q: 3 clusters Score -2865897 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -2866011.000000 Penalty: 5215.287598
	Iteration 24Q: 3 clusters Score -2866011 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -2866136.000000 Penalty: 5215.287598
	Iteration 25Q: 3 clusters Score -2866136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -2866283.000000 Penalty: 5215.287598
	Iteration 26Q: 3 clusters Score -2866283 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -2866410.500000 Penalty: 5215.287598
	Iteration 27Q: 3 clusters Score -2866410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -2866537.250000 Penalty: 5215.287598
	Iteration 28Q: 3 clusters Score -2866537 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -2866643.250000 Penalty: 5215.287598
	Iteration 29Q: 3 clusters Score -2866643 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -2866732.750000 Penalty: 5215.287598
	Iteration 30Q: 3 clusters Score -2866733 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -2866807.250000 Penalty: 5215.287598
	Iteration 31Q: 3 clusters Score -2866807 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -2866854.750000 Penalty: 5215.287598
	Iteration 32Q: 3 clusters Score -2866855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -2866878.500000 Penalty: 5215.287598
	Iteration 33Q: 3 clusters Score -2866878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -2866904.750000 Penalty: 5215.287598
	Iteration 34Q: 3 clusters Score -2866905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -2866932.750000 Penalty: 5215.287598
	Iteration 35Q: 3 clusters Score -2866933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -2866945.250000 Penalty: 5215.287598
	Iteration 36Q: 3 clusters Score -2866945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -2866963.500000 Penalty: 5215.287598
	Iteration 37Q: 3 clusters Score -2866964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -2866983.750000 Penalty: 5215.287598
	Iteration 38Q: 3 clusters Score -2866984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -2866999.750000 Penalty: 5215.287598
	Iteration 39Q: 3 clusters Score -2867000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -2867004.250000 Penalty: 5215.287598
	Iteration 40F: 3 clusters Score -2867004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -2867014.250000 Penalty: 5215.287598
	Iteration 41Q: 3 clusters Score -2867014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -2867014.500000 Penalty: 5215.287598
	Iteration 42Q: 3 clusters Score -2867014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -2867031.750000 Penalty: 5215.287598
	Iteration 43Q: 3 clusters Score -2867032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -2867032.750000 Penalty: 5215.287598
	Iteration 44Q: 3 clusters Score -2867033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -2867031.000000 Penalty: 5215.287598
	Iteration 45Q: 3 clusters Score -2867031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -2867041.750000 Penalty: 5215.287598
	Iteration 46Q: 3 clusters Score -2867042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -2867042.500000 Penalty: 5215.287598
	Iteration 47Q: 3 clusters Score -2867042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -2867046.500000 Penalty: 5215.287598
	Iteration 48Q: 3 clusters Score -2867046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -2867042.250000 Penalty: 5215.287598
	Iteration 49Q: 3 clusters Score -2867042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -2867047.250000 Penalty: 5215.287598
	Iteration 50Q: 3 clusters Score -2867047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -2867045.000000 Penalty: 5215.287598
	Iteration 51Q: 3 clusters Score -2867045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -2867042.750000 Penalty: 5215.287598
	Iteration 52Q: 3 clusters Score -2867043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -2867044.750000 Penalty: 5215.287598
	Iteration 53Q: 3 clusters Score -2867045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -2867048.250000 Penalty: 5215.287598
	Iteration 54Q: 3 clusters Score -2867048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -2867048.750000 Penalty: 5215.287598
	Iteration 55Q: 3 clusters Score -2867049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -2867048.750000 Penalty: 5215.287598
	Iteration 56Q: 3 clusters Score -2867049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -2867047.250000 Penalty: 5215.287598
	Iteration 57Q: 3 clusters Score -2867047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -2867047.250000 Penalty: 5215.287598
	Iteration 58F: 3 clusters Score -2867047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Entering Unmasked Estep 
Score: -2192149.250000 Penalty: 2524.551025
	Iteration 0F: 2 clusters Score -2192149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2173795.000000 Penalty: 5049.102051
	Iteration 0F: 3 clusters Score -2173795 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2180265.500000 Penalty: 5049.102051
	Iteration 1F: 3 clusters Score -2180266 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2180686.000000 Penalty: 5049.102051
	Iteration 2Q: 3 clusters Score -2180686 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2181030.250000 Penalty: 5049.102051
	Iteration 3Q: 3 clusters Score -2181030 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2181431.750000 Penalty: 5049.102051
	Iteration 4Q: 3 clusters Score -2181432 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2181992.250000 Penalty: 5049.102051
	Iteration 5Q: 3 clusters Score -2181992 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2182750.000000 Penalty: 5049.102051
	Iteration 6F: 3 clusters Score -2182750 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2183698.250000 Penalty: 5049.102051
	Iteration 7F: 3 clusters Score -2183698 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2184954.500000 Penalty: 5049.102051
	Iteration 8F: 3 clusters Score -2184954 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2186453.500000 Penalty: 5049.102051
	Iteration 9F: 3 clusters Score -2186454 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2187879.250000 Penalty: 5049.102051
	Iteration 10F: 3 clusters Score -2187879 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2188849.500000 Penalty: 5049.102051
	Iteration 11Q: 3 clusters Score -2188850 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2189399.750000 Penalty: 5049.102051
	Iteration 12Q: 3 clusters Score -2189400 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2189651.250000 Penalty: 5049.102051
	Iteration 13Q: 3 clusters Score -2189651 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2189797.750000 Penalty: 5049.102051
	Iteration 14Q: 3 clusters Score -2189798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2189881.000000 Penalty: 5049.102051
	Iteration 15Q: 3 clusters Score -2189881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2189917.500000 Penalty: 5049.102051
	Iteration 16Q: 3 clusters Score -2189918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2189950.500000 Penalty: 5049.102051
	Iteration 17Q: 3 clusters Score -2189950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2189983.750000 Penalty: 5049.102051
	Iteration 18Q: 3 clusters Score -2189984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2189999.250000 Penalty: 5049.102051
	Iteration 19Q: 3 clusters Score -2189999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2190004.500000 Penalty: 5049.102051
	Iteration 20F: 3 clusters Score -2190004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2190004.750000 Penalty: 5049.102051
	Iteration 21Q: 3 clusters Score -2190005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2190014.500000 Penalty: 5049.102051
	Iteration 22Q: 3 clusters Score -2190014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2190022.500000 Penalty: 5049.102051
	Iteration 23Q: 3 clusters Score -2190022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2190026.000000 Penalty: 5049.102051
	Iteration 24Q: 3 clusters Score -2190026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2190028.000000 Penalty: 5049.102051
	Iteration 25Q: 3 clusters Score -2190028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2190031.250000 Penalty: 5049.102051
	Iteration 26Q: 3 clusters Score -2190031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2190032.000000 Penalty: 5049.102051
	Iteration 27Q: 3 clusters Score -2190032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2190033.000000 Penalty: 5049.102051
	Iteration 28Q: 3 clusters Score -2190033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2190033.500000 Penalty: 5049.102051
	Iteration 29Q: 3 clusters Score -2190034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2190041.750000 Penalty: 5049.102051
	Iteration 30Q: 3 clusters Score -2190042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2190042.000000 Penalty: 5049.102051
	Iteration 31Q: 3 clusters Score -2190042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2190045.500000 Penalty: 5049.102051
	Iteration 32Q: 3 clusters Score -2190046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2190047.000000 Penalty: 5049.102051
	Iteration 33Q: 3 clusters Score -2190047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2190047.500000 Penalty: 5049.102051
	Iteration 34Q: 3 clusters Score -2190048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2190047.500000 Penalty: 5049.102051
	Iteration 35F: 3 clusters Score -2190048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -215480.984375 Penalty: 1975.196777
	Iteration 0F: 2 clusters Score -215481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -212281.000000 Penalty: 3950.393555
	Iteration 0F: 3 clusters Score -212281 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -212879.078125 Penalty: 3950.393555
	Iteration 1F: 3 clusters Score -212879.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -213057.750000 Penalty: 3950.393555
	Iteration 2F: 3 clusters Score -213057.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -213188.906250 Penalty: 3950.393555
	Iteration 3F: 3 clusters Score -213188.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -213299.359375 Penalty: 3950.393555
	Iteration 4Q: 3 clusters Score -213299.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -213381.703125 Penalty: 3950.393555
	Iteration 5Q: 3 clusters Score -213381.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -213487.625000 Penalty: 3950.393555
	Iteration 6Q: 3 clusters Score -213487.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -213583.937500 Penalty: 3950.393555
	Iteration 7Q: 3 clusters Score -213583.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -213688.093750 Penalty: 3950.393555
	Iteration 8Q: 3 clusters Score -213688.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -213779.562500 Penalty: 3950.393555
	Iteration 9Q: 3 clusters Score -213779.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -213867.937500 Penalty: 3950.393555
	Iteration 10Q: 3 clusters Score -213867.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -213954.375000 Penalty: 3950.393555
	Iteration 11Q: 3 clusters Score -213954.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -214030.234375 Penalty: 3950.393555
	Iteration 12Q: 3 clusters Score -214030.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -214105.312500 Penalty: 3950.393555
	Iteration 13Q: 3 clusters Score -214105.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -214160.968750 Penalty: 3950.393555
	Iteration 14Q: 3 clusters Score -214161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -214205.109375 Penalty: 3950.393555
	Iteration 15Q: 3 clusters Score -214205.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -214246.390625 Penalty: 3950.393555
	Iteration 16Q: 3 clusters Score -214246.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -214281.062500 Penalty: 3950.393555
	Iteration 17Q: 3 clusters Score -214281.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -214308.265625 Penalty: 3950.393555
	Iteration 18Q: 3 clusters Score -214308.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -214329.953125 Penalty: 3950.393555
	Iteration 19Q: 3 clusters Score -214330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -214349.312500 Penalty: 3950.393555
	Iteration 20F: 3 clusters Score -214349.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -214363.453125 Penalty: 3950.393555
	Iteration 21Q: 3 clusters Score -214363.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -214374.968750 Penalty: 3950.393555
	Iteration 22Q: 3 clusters Score -214375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -214383.281250 Penalty: 3950.393555
	Iteration 23Q: 3 clusters Score -214383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -214387.875000 Penalty: 3950.393555
	Iteration 24Q: 3 clusters Score -214387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -214392.109375 Penalty: 3950.393555
	Iteration 25Q: 3 clusters Score -214392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -214398.000000 Penalty: 3950.393555
	Iteration 26Q: 3 clusters Score -214398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -214400.406250 Penalty: 3950.393555
	Iteration 27Q: 3 clusters Score -214400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -214400.406250 Penalty: 3950.393555
	Iteration 28F: 3 clusters Score -214400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Entering Unmasked Estep 
Score: -4131459.000000 Penalty: 2684.136963
	Iteration 0F: 2 clusters Score -4131459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -4097544.500000 Penalty: 5368.273926
	Iteration 0F: 3 clusters Score -4097544 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4110619.500000 Penalty: 5368.273926
	Iteration 1F: 3 clusters Score -4110620 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -4111434.500000 Penalty: 5368.273926
	Iteration 2Q: 3 clusters Score -4111434 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4112486.000000 Penalty: 5368.273926
	Iteration 3Q: 3 clusters Score -4112486 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4113986.500000 Penalty: 5368.273926
	Iteration 4F: 3 clusters Score -4113986 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4116308.500000 Penalty: 5368.273926
	Iteration 5F: 3 clusters Score -4116308 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4119379.500000 Penalty: 5368.273926
	Iteration 6F: 3 clusters Score -4119380 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4122739.750000 Penalty: 5368.273926
	Iteration 7F: 3 clusters Score -4122740 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4125441.000000 Penalty: 5368.273926
	Iteration 8F: 3 clusters Score -4125441 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4127171.250000 Penalty: 5368.273926
	Iteration 9Q: 3 clusters Score -4127171 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4128138.250000 Penalty: 5368.273926
	Iteration 10Q: 3 clusters Score -4128138 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4128669.750000 Penalty: 5368.273926
	Iteration 11Q: 3 clusters Score -4128670 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4129023.250000 Penalty: 5368.273926
	Iteration 12Q: 3 clusters Score -4129023 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4129270.500000 Penalty: 5368.273926
	Iteration 13Q: 3 clusters Score -4129270 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4129431.500000 Penalty: 5368.273926
	Iteration 14Q: 3 clusters Score -4129432 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4129534.500000 Penalty: 5368.273926
	Iteration 15Q: 3 clusters Score -4129534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4129601.000000 Penalty: 5368.273926
	Iteration 16Q: 3 clusters Score -4129601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4129655.250000 Penalty: 5368.273926
	Iteration 17Q: 3 clusters Score -4129655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4129700.500000 Penalty: 5368.273926
	Iteration 18Q: 3 clusters Score -4129700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4129727.250000 Penalty: 5368.273926
	Iteration 19Q: 3 clusters Score -4129727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4129736.000000 Penalty: 5368.273926
	Iteration 20F: 3 clusters Score -4129736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4129737.250000 Penalty: 5368.273926
	Iteration 21Q: 3 clusters Score -4129737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4129748.750000 Penalty: 5368.273926
	Iteration 22Q: 3 clusters Score -4129749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4129746.250000 Penalty: 5368.273926
	Iteration 23Q: 3 clusters Score -4129746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4129747.000000 Penalty: 5368.273926
	Iteration 24Q: 3 clusters Score -4129747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4129750.750000 Penalty: 5368.273926
	Iteration 25Q: 3 clusters Score -4129751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4129757.000000 Penalty: 5368.273926
	Iteration 26Q: 3 clusters Score -4129757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4129757.750000 Penalty: 5368.273926
	Iteration 27Q: 3 clusters Score -4129758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4129757.750000 Penalty: 5368.273926
	Iteration 28F: 3 clusters Score -4129758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Entering Unmasked Estep 
Score: -3209026.750000 Penalty: 2633.167969
	Iteration 0F: 2 clusters Score -3209027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3181306.750000 Penalty: 5266.335938
	Iteration 0F: 3 clusters Score -3181307 nChanged 18767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3191594.750000 Penalty: 5266.335938
	Iteration 1F: 3 clusters Score -3191595 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3192068.000000 Penalty: 5266.335938
	Iteration 2Q: 3 clusters Score -3192068 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3192542.000000 Penalty: 5266.335938
	Iteration 3Q: 3 clusters Score -3192542 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3193017.000000 Penalty: 5266.335938
	Iteration 4Q: 3 clusters Score -3193017 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3193530.500000 Penalty: 5266.335938
	Iteration 5Q: 3 clusters Score -3193530 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3194206.750000 Penalty: 5266.335938
	Iteration 6Q: 3 clusters Score -3194207 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3195144.000000 Penalty: 5266.335938
	Iteration 7Q: 3 clusters Score -3195144 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3196454.750000 Penalty: 5266.335938
	Iteration 8F: 3 clusters Score -3196455 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -3198001.750000 Penalty: 5266.335938
	Iteration 9F: 3 clusters Score -3198002 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3199428.000000 Penalty: 5266.335938
	Iteration 10F: 3 clusters Score -3199428 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3200541.750000 Penalty: 5266.335938
	Iteration 11Q: 3 clusters Score -3200542 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3201500.250000 Penalty: 5266.335938
	Iteration 12Q: 3 clusters Score -3201500 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3202349.750000 Penalty: 5266.335938
	Iteration 13Q: 3 clusters Score -3202350 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3203252.500000 Penalty: 5266.335938
	Iteration 14Q: 3 clusters Score -3203252 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3204130.500000 Penalty: 5266.335938
	Iteration 15Q: 3 clusters Score -3204130 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3204804.500000 Penalty: 5266.335938
	Iteration 16Q: 3 clusters Score -3204804 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3205239.250000 Penalty: 5266.335938
	Iteration 17Q: 3 clusters Score -3205239 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3205476.250000 Penalty: 5266.335938
	Iteration 18Q: 3 clusters Score -3205476 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3205636.000000 Penalty: 5266.335938
	Iteration 19Q: 3 clusters Score -3205636 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3205720.000000 Penalty: 5266.335938
	Iteration 20F: 3 clusters Score -3205720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3205783.250000 Penalty: 5266.335938
	Iteration 21Q: 3 clusters Score -3205783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3205791.000000 Penalty: 5266.335938
	Iteration 22Q: 3 clusters Score -3205791 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3205815.500000 Penalty: 5266.335938
	Iteration 23Q: 3 clusters Score -3205816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3205827.000000 Penalty: 5266.335938
	Iteration 24Q: 3 clusters Score -3205827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3205842.500000 Penalty: 5266.335938
	Iteration 25Q: 3 clusters Score -3205842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3205844.500000 Penalty: 5266.335938
	Iteration 26Q: 3 clusters Score -3205844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3205851.500000 Penalty: 5266.335938
	Iteration 27Q: 3 clusters Score -3205852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3205857.000000 Penalty: 5266.335938
	Iteration 28Q: 3 clusters Score -3205857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3205858.500000 Penalty: 5266.335938
	Iteration 29Q: 3 clusters Score -3205858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3205864.000000 Penalty: 5266.335938
	Iteration 30Q: 3 clusters Score -3205864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -3205875.250000 Penalty: 5266.335938
	Iteration 31Q: 3 clusters Score -3205875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3205873.750000 Penalty: 5266.335938
	Iteration 32Q: 3 clusters Score -3205874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3205870.250000 Penalty: 5266.335938
	Iteration 33Q: 3 clusters Score -3205870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3205873.500000 Penalty: 5266.335938
	Iteration 34Q: 3 clusters Score -3205874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3205879.500000 Penalty: 5266.335938
	Iteration 35Q: 3 clusters Score -3205880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3205891.000000 Penalty: 5266.335938
	Iteration 36Q: 3 clusters Score -3205891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3205894.000000 Penalty: 5266.335938
	Iteration 37Q: 3 clusters Score -3205894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3205894.500000 Penalty: 5266.335938
	Iteration 38Q: 3 clusters Score -3205894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3205895.500000 Penalty: 5266.335938
	Iteration 39Q: 3 clusters Score -3205896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3205892.000000 Penalty: 5266.335938
	Iteration 40F: 3 clusters Score -3205892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3205895.250000 Penalty: 5266.335938
	Iteration 41Q: 3 clusters Score -3205895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3205894.250000 Penalty: 5266.335938
	Iteration 42Q: 3 clusters Score -3205894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3205895.250000 Penalty: 5266.335938
	Iteration 43Q: 3 clusters Score -3205895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3205894.250000 Penalty: 5266.335938
	Iteration 44Q: 3 clusters Score -3205894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3205894.500000 Penalty: 5266.335938
	Iteration 45Q: 3 clusters Score -3205894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3205898.000000 Penalty: 5266.335938
	Iteration 46Q: 3 clusters Score -3205898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3205897.750000 Penalty: 5266.335938
	Iteration 47Q: 3 clusters Score -3205898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3205898.250000 Penalty: 5266.335938
	Iteration 48Q: 3 clusters Score -3205898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3205895.250000 Penalty: 5266.335938
	Iteration 49Q: 3 clusters Score -3205895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3205906.000000 Penalty: 5266.335938
	Iteration 50Q: 3 clusters Score -3205906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3205899.750000 Penalty: 5266.335938
	Iteration 51Q: 3 clusters Score -3205900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3205903.250000 Penalty: 5266.335938
	Iteration 52Q: 3 clusters Score -3205903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3205903.500000 Penalty: 5266.335938
	Iteration 53Q: 3 clusters Score -3205904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3205905.000000 Penalty: 5266.335938
	Iteration 54Q: 3 clusters Score -3205905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3205911.750000 Penalty: 5266.335938
	Iteration 55Q: 3 clusters Score -3205912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3205919.750000 Penalty: 5266.335938
	Iteration 56Q: 3 clusters Score -3205920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3205925.750000 Penalty: 5266.335938
	Iteration 57Q: 3 clusters Score -3205926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3205923.750000 Penalty: 5266.335938
	Iteration 58Q: 3 clusters Score -3205924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3205923.000000 Penalty: 5266.335938
	Iteration 59Q: 3 clusters Score -3205923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3205929.250000 Penalty: 5266.335938
	Iteration 60F: 3 clusters Score -3205929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3205927.750000 Penalty: 5266.335938
	Iteration 61Q: 3 clusters Score -3205928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3205936.250000 Penalty: 5266.335938
	Iteration 62Q: 3 clusters Score -3205936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3205936.750000 Penalty: 5266.335938
	Iteration 63Q: 3 clusters Score -3205937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3205935.750000 Penalty: 5266.335938
	Iteration 64Q: 3 clusters Score -3205936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3205938.000000 Penalty: 5266.335938
	Iteration 65Q: 3 clusters Score -3205938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3205939.500000 Penalty: 5266.335938
	Iteration 66Q: 3 clusters Score -3205940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3205940.500000 Penalty: 5266.335938
	Iteration 67Q: 3 clusters Score -3205940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3205939.250000 Penalty: 5266.335938
	Iteration 68Q: 3 clusters Score -3205939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3205945.500000 Penalty: 5266.335938
	Iteration 69Q: 3 clusters Score -3205946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3205957.000000 Penalty: 5266.335938
	Iteration 70Q: 3 clusters Score -3205957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3205963.500000 Penalty: 5266.335938
	Iteration 71Q: 3 clusters Score -3205964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3205957.000000 Penalty: 5266.335938
	Iteration 72Q: 3 clusters Score -3205957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3205956.000000 Penalty: 5266.335938
	Iteration 73Q: 3 clusters Score -3205956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3205959.500000 Penalty: 5266.335938
	Iteration 74Q: 3 clusters Score -3205960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3205963.500000 Penalty: 5266.335938
	Iteration 75Q: 3 clusters Score -3205964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3205962.500000 Penalty: 5266.335938
	Iteration 76Q: 3 clusters Score -3205962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3205960.500000 Penalty: 5266.335938
	Iteration 77Q: 3 clusters Score -3205960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3205960.250000 Penalty: 5266.335938
	Iteration 78Q: 3 clusters Score -3205960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3205964.000000 Penalty: 5266.335938
	Iteration 79Q: 3 clusters Score -3205964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3205965.250000 Penalty: 5266.335938
	Iteration 80F: 3 clusters Score -3205965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3205972.250000 Penalty: 5266.335938
	Iteration 81Q: 3 clusters Score -3205972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3205973.000000 Penalty: 5266.335938
	Iteration 82Q: 3 clusters Score -3205973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3205982.750000 Penalty: 5266.335938
	Iteration 83Q: 3 clusters Score -3205983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3205984.250000 Penalty: 5266.335938
	Iteration 84Q: 3 clusters Score -3205984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3205987.750000 Penalty: 5266.335938
	Iteration 85Q: 3 clusters Score -3205988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3205988.750000 Penalty: 5266.335938
	Iteration 86Q: 3 clusters Score -3205989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3205994.250000 Penalty: 5266.335938
	Iteration 87Q: 3 clusters Score -3205994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3205998.250000 Penalty: 5266.335938
	Iteration 88Q: 3 clusters Score -3205998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3206005.750000 Penalty: 5266.335938
	Iteration 89Q: 3 clusters Score -3206006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3206007.750000 Penalty: 5266.335938
	Iteration 90Q: 3 clusters Score -3206008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3206012.500000 Penalty: 5266.335938
	Iteration 91Q: 3 clusters Score -3206012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3206021.750000 Penalty: 5266.335938
	Iteration 92Q: 3 clusters Score -3206022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3206026.000000 Penalty: 5266.335938
	Iteration 93Q: 3 clusters Score -3206026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3206031.000000 Penalty: 5266.335938
	Iteration 94Q: 3 clusters Score -3206031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3206043.750000 Penalty: 5266.335938
	Iteration 95Q: 3 clusters Score -3206044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3206057.000000 Penalty: 5266.335938
	Iteration 96Q: 3 clusters Score -3206057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3206054.750000 Penalty: 5266.335938
	Iteration 97Q: 3 clusters Score -3206055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3206062.250000 Penalty: 5266.335938
	Iteration 98Q: 3 clusters Score -3206062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3206072.500000 Penalty: 5266.335938
	Iteration 99Q: 3 clusters Score -3206072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3206074.750000 Penalty: 5266.335938
	Iteration 100F: 3 clusters Score -3206075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3206082.000000 Penalty: 5266.335938
	Iteration 101Q: 3 clusters Score -3206082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3206090.250000 Penalty: 5266.335938
	Iteration 102Q: 3 clusters Score -3206090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3206097.500000 Penalty: 5266.335938
	Iteration 103Q: 3 clusters Score -3206098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3206104.000000 Penalty: 5266.335938
	Iteration 104Q: 3 clusters Score -3206104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3206115.750000 Penalty: 5266.335938
	Iteration 105Q: 3 clusters Score -3206116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3206123.500000 Penalty: 5266.335938
	Iteration 106Q: 3 clusters Score -3206124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3206141.750000 Penalty: 5266.335938
	Iteration 107Q: 3 clusters Score -3206142 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3206153.750000 Penalty: 5266.335938
	Iteration 108Q: 3 clusters Score -3206154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3206163.000000 Penalty: 5266.335938
	Iteration 109Q: 3 clusters Score -3206163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3206165.000000 Penalty: 5266.335938
	Iteration 110Q: 3 clusters Score -3206165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3206175.250000 Penalty: 5266.335938
	Iteration 111Q: 3 clusters Score -3206175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3206189.000000 Penalty: 5266.335938
	Iteration 112Q: 3 clusters Score -3206189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3206207.000000 Penalty: 5266.335938
	Iteration 113Q: 3 clusters Score -3206207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3206229.500000 Penalty: 5266.335938
	Iteration 114Q: 3 clusters Score -3206230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3206237.000000 Penalty: 5266.335938
	Iteration 115Q: 3 clusters Score -3206237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3206251.750000 Penalty: 5266.335938
	Iteration 116Q: 3 clusters Score -3206252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3206259.500000 Penalty: 5266.335938
	Iteration 117Q: 3 clusters Score -3206260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3206259.250000 Penalty: 5266.335938
	Iteration 118Q: 3 clusters Score -3206259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3206277.750000 Penalty: 5266.335938
	Iteration 119Q: 3 clusters Score -3206278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3206292.750000 Penalty: 5266.335938
	Iteration 120F: 3 clusters Score -3206293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3206301.250000 Penalty: 5266.335938
	Iteration 121Q: 3 clusters Score -3206301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3206309.500000 Penalty: 5266.335938
	Iteration 122Q: 3 clusters Score -3206310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3206329.000000 Penalty: 5266.335938
	Iteration 123Q: 3 clusters Score -3206329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3206343.500000 Penalty: 5266.335938
	Iteration 124Q: 3 clusters Score -3206344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3206351.500000 Penalty: 5266.335938
	Iteration 125Q: 3 clusters Score -3206352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3206361.000000 Penalty: 5266.335938
	Iteration 126Q: 3 clusters Score -3206361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3206375.500000 Penalty: 5266.335938
	Iteration 127Q: 3 clusters Score -3206376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3206380.500000 Penalty: 5266.335938
	Iteration 128Q: 3 clusters Score -3206380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3206383.750000 Penalty: 5266.335938
	Iteration 129Q: 3 clusters Score -3206384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3206394.500000 Penalty: 5266.335938
	Iteration 130Q: 3 clusters Score -3206394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3206406.500000 Penalty: 5266.335938
	Iteration 131Q: 3 clusters Score -3206406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3206414.500000 Penalty: 5266.335938
	Iteration 132Q: 3 clusters Score -3206414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3206422.500000 Penalty: 5266.335938
	Iteration 133Q: 3 clusters Score -3206422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3206426.500000 Penalty: 5266.335938
	Iteration 134Q: 3 clusters Score -3206426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3206447.250000 Penalty: 5266.335938
	Iteration 135Q: 3 clusters Score -3206447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3206453.000000 Penalty: 5266.335938
	Iteration 136Q: 3 clusters Score -3206453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3206453.750000 Penalty: 5266.335938
	Iteration 137Q: 3 clusters Score -3206454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3206458.500000 Penalty: 5266.335938
	Iteration 138Q: 3 clusters Score -3206458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3206457.250000 Penalty: 5266.335938
	Iteration 139Q: 3 clusters Score -3206457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3206473.500000 Penalty: 5266.335938
	Iteration 140F: 3 clusters Score -3206474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3206486.750000 Penalty: 5266.335938
	Iteration 141Q: 3 clusters Score -3206487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3206501.000000 Penalty: 5266.335938
	Iteration 142Q: 3 clusters Score -3206501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3206512.750000 Penalty: 5266.335938
	Iteration 143Q: 3 clusters Score -3206513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3206516.000000 Penalty: 5266.335938
	Iteration 144Q: 3 clusters Score -3206516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3206525.250000 Penalty: 5266.335938
	Iteration 145Q: 3 clusters Score -3206525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3206526.000000 Penalty: 5266.335938
	Iteration 146Q: 3 clusters Score -3206526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3206523.750000 Penalty: 5266.335938
	Iteration 147Q: 3 clusters Score -3206524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3206528.000000 Penalty: 5266.335938
	Iteration 148Q: 3 clusters Score -3206528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3206529.000000 Penalty: 5266.335938
	Iteration 149Q: 3 clusters Score -3206529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3206530.000000 Penalty: 5266.335938
	Iteration 150Q: 3 clusters Score -3206530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3206540.750000 Penalty: 5266.335938
	Iteration 151Q: 3 clusters Score -3206541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3206544.500000 Penalty: 5266.335938
	Iteration 152Q: 3 clusters Score -3206544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3206547.750000 Penalty: 5266.335938
	Iteration 153Q: 3 clusters Score -3206548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3206552.000000 Penalty: 5266.335938
	Iteration 154Q: 3 clusters Score -3206552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3206563.750000 Penalty: 5266.335938
	Iteration 155Q: 3 clusters Score -3206564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3206564.750000 Penalty: 5266.335938
	Iteration 156Q: 3 clusters Score -3206565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3206569.000000 Penalty: 5266.335938
	Iteration 157Q: 3 clusters Score -3206569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3206576.000000 Penalty: 5266.335938
	Iteration 158Q: 3 clusters Score -3206576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3206574.000000 Penalty: 5266.335938
	Iteration 159Q: 3 clusters Score -3206574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3206570.500000 Penalty: 5266.335938
	Iteration 160F: 3 clusters Score -3206570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3206579.250000 Penalty: 5266.335938
	Iteration 161Q: 3 clusters Score -3206579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3206574.500000 Penalty: 5266.335938
	Iteration 162Q: 3 clusters Score -3206574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3206575.000000 Penalty: 5266.335938
	Iteration 163Q: 3 clusters Score -3206575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3206578.750000 Penalty: 5266.335938
	Iteration 164Q: 3 clusters Score -3206579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3206578.750000 Penalty: 5266.335938
	Iteration 165Q: 3 clusters Score -3206579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3206582.750000 Penalty: 5266.335938
	Iteration 166Q: 3 clusters Score -3206583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3206585.000000 Penalty: 5266.335938
	Iteration 167Q: 3 clusters Score -3206585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3206586.250000 Penalty: 5266.335938
	Iteration 168Q: 3 clusters Score -3206586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3206587.500000 Penalty: 5266.335938
	Iteration 169Q: 3 clusters Score -3206588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3206586.000000 Penalty: 5266.335938
	Iteration 170Q: 3 clusters Score -3206586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3206586.000000 Penalty: 5266.335938
	Iteration 171F: 3 clusters Score -3206586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -771529.750000 Penalty: 2264.454346
	Iteration 0F: 2 clusters Score -771529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -764280.125000 Penalty: 4528.908691
	Iteration 0F: 3 clusters Score -764280.1 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -766298.437500 Penalty: 4528.908691
	Iteration 1F: 3 clusters Score -766298.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -766541.375000 Penalty: 4528.908691
	Iteration 2F: 3 clusters Score -766541.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -766735.187500 Penalty: 4528.908691
	Iteration 3Q: 3 clusters Score -766735.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -766864.625000 Penalty: 4528.908691
	Iteration 4Q: 3 clusters Score -766864.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -766964.125000 Penalty: 4528.908691
	Iteration 5Q: 3 clusters Score -766964.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -767032.437500 Penalty: 4528.908691
	Iteration 6Q: 3 clusters Score -767032.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -767083.500000 Penalty: 4528.908691
	Iteration 7Q: 3 clusters Score -767083.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -767127.062500 Penalty: 4528.908691
	Iteration 8Q: 3 clusters Score -767127.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -767161.437500 Penalty: 4528.908691
	Iteration 9Q: 3 clusters Score -767161.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -767190.875000 Penalty: 4528.908691
	Iteration 10Q: 3 clusters Score -767190.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -767222.125000 Penalty: 4528.908691
	Iteration 11Q: 3 clusters Score -767222.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -767249.562500 Penalty: 4528.908691
	Iteration 12Q: 3 clusters Score -767249.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -767274.750000 Penalty: 4528.908691
	Iteration 13Q: 3 clusters Score -767274.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -767296.187500 Penalty: 4528.908691
	Iteration 14Q: 3 clusters Score -767296.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -767314.687500 Penalty: 4528.908691
	Iteration 15Q: 3 clusters Score -767314.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -767330.250000 Penalty: 4528.908691
	Iteration 16Q: 3 clusters Score -767330.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -767349.562500 Penalty: 4528.908691
	Iteration 17Q: 3 clusters Score -767349.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -767371.312500 Penalty: 4528.908691
	Iteration 18Q: 3 clusters Score -767371.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -767392.062500 Penalty: 4528.908691
	Iteration 19Q: 3 clusters Score -767392.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -767410.750000 Penalty: 4528.908691
	Iteration 20F: 3 clusters Score -767410.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -767429.750000 Penalty: 4528.908691
	Iteration 21Q: 3 clusters Score -767429.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -767454.750000 Penalty: 4528.908691
	Iteration 22Q: 3 clusters Score -767454.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -767480.750000 Penalty: 4528.908691
	Iteration 23Q: 3 clusters Score -767480.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -767507.687500 Penalty: 4528.908691
	Iteration 24Q: 3 clusters Score -767507.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -767544.812500 Penalty: 4528.908691
	Iteration 25Q: 3 clusters Score -767544.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -767589.875000 Penalty: 4528.908691
	Iteration 26Q: 3 clusters Score -767589.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -767636.312500 Penalty: 4528.908691
	Iteration 27Q: 3 clusters Score -767636.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -767699.750000 Penalty: 4528.908691
	Iteration 28Q: 3 clusters Score -767699.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -767768.562500 Penalty: 4528.908691
	Iteration 29Q: 3 clusters Score -767768.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -767847.125000 Penalty: 4528.908691
	Iteration 30Q: 3 clusters Score -767847.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -767941.500000 Penalty: 4528.908691
	Iteration 31Q: 3 clusters Score -767941.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -768059.750000 Penalty: 4528.908691
	Iteration 32Q: 3 clusters Score -768059.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -768214.062500 Penalty: 4528.908691
	Iteration 33Q: 3 clusters Score -768214.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -768398.062500 Penalty: 4528.908691
	Iteration 34Q: 3 clusters Score -768398.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -768599.750000 Penalty: 4528.908691
	Iteration 35Q: 3 clusters Score -768599.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -768809.562500 Penalty: 4528.908691
	Iteration 36Q: 3 clusters Score -768809.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -768986.437500 Penalty: 4528.908691
	Iteration 37Q: 3 clusters Score -768986.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -769138.500000 Penalty: 4528.908691
	Iteration 38Q: 3 clusters Score -769138.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -769244.375000 Penalty: 4528.908691
	Iteration 39Q: 3 clusters Score -769244.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -769323.625000 Penalty: 4528.908691
	Iteration 40F: 3 clusters Score -769323.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -769373.187500 Penalty: 4528.908691
	Iteration 41Q: 3 clusters Score -769373.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -769417.437500 Penalty: 4528.908691
	Iteration 42Q: 3 clusters Score -769417.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -769457.750000 Penalty: 4528.908691
	Iteration 43Q: 3 clusters Score -769457.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -769479.750000 Penalty: 4528.908691
	Iteration 44Q: 3 clusters Score -769479.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -769499.750000 Penalty: 4528.908691
	Iteration 45Q: 3 clusters Score -769499.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -769517.562500 Penalty: 4528.908691
	Iteration 46Q: 3 clusters Score -769517.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -769528.187500 Penalty: 4528.908691
	Iteration 47Q: 3 clusters Score -769528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -769536.062500 Penalty: 4528.908691
	Iteration 48Q: 3 clusters Score -769536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -769542.687500 Penalty: 4528.908691
	Iteration 49Q: 3 clusters Score -769542.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -769552.187500 Penalty: 4528.908691
	Iteration 50Q: 3 clusters Score -769552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -769555.000000 Penalty: 4528.908691
	Iteration 51Q: 3 clusters Score -769555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -769557.062500 Penalty: 4528.908691
	Iteration 52Q: 3 clusters Score -769557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -769558.250000 Penalty: 4528.908691
	Iteration 53Q: 3 clusters Score -769558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -769557.750000 Penalty: 4528.908691
	Iteration 54Q: 3 clusters Score -769557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -769560.750000 Penalty: 4528.908691
	Iteration 55Q: 3 clusters Score -769560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -769565.000000 Penalty: 4528.908691
	Iteration 56Q: 3 clusters Score -769565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -769572.375000 Penalty: 4528.908691
	Iteration 57Q: 3 clusters Score -769572.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -769578.312500 Penalty: 4528.908691
	Iteration 58Q: 3 clusters Score -769578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -769578.687500 Penalty: 4528.908691
	Iteration 59Q: 3 clusters Score -769578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -769580.812500 Penalty: 4528.908691
	Iteration 60F: 3 clusters Score -769580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -769583.187500 Penalty: 4528.908691
	Iteration 61Q: 3 clusters Score -769583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -769585.812500 Penalty: 4528.908691
	Iteration 62Q: 3 clusters Score -769585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -769586.187500 Penalty: 4528.908691
	Iteration 63Q: 3 clusters Score -769586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -769586.187500 Penalty: 4528.908691
	Iteration 64F: 3 clusters Score -769586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Entering Unmasked Estep 
Score: -1495825.250000 Penalty: 2442.192871
	Iteration 0F: 2 clusters Score -1495825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1482354.875000 Penalty: 4884.385742
	Iteration 0F: 3 clusters Score -1482355 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1486771.250000 Penalty: 4884.385742
	Iteration 1F: 3 clusters Score -1486771 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1487259.875000 Penalty: 4884.385742
	Iteration 2F: 3 clusters Score -1487260 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1487777.250000 Penalty: 4884.385742
	Iteration 3F: 3 clusters Score -1487777 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1488337.500000 Penalty: 4884.385742
	Iteration 4F: 3 clusters Score -1488338 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1488933.750000 Penalty: 4884.385742
	Iteration 5F: 3 clusters Score -1488934 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1489573.625000 Penalty: 4884.385742
	Iteration 6F: 3 clusters Score -1489574 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1490270.125000 Penalty: 4884.385742
	Iteration 7F: 3 clusters Score -1490270 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1491100.125000 Penalty: 4884.385742
	Iteration 8F: 3 clusters Score -1491100 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1491912.625000 Penalty: 4884.385742
	Iteration 9F: 3 clusters Score -1491913 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1492519.625000 Penalty: 4884.385742
	Iteration 10Q: 3 clusters Score -1492520 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1492848.625000 Penalty: 4884.385742
	Iteration 11Q: 3 clusters Score -1492849 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1493072.125000 Penalty: 4884.385742
	Iteration 12Q: 3 clusters Score -1493072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1493285.250000 Penalty: 4884.385742
	Iteration 13Q: 3 clusters Score -1493285 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1493498.125000 Penalty: 4884.385742
	Iteration 14Q: 3 clusters Score -1493498 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1493699.125000 Penalty: 4884.385742
	Iteration 15Q: 3 clusters Score -1493699 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1493842.500000 Penalty: 4884.385742
	Iteration 16Q: 3 clusters Score -1493842 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1493938.250000 Penalty: 4884.385742
	Iteration 17Q: 3 clusters Score -1493938 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1494007.250000 Penalty: 4884.385742
	Iteration 18Q: 3 clusters Score -1494007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1494056.625000 Penalty: 4884.385742
	Iteration 19Q: 3 clusters Score -1494057 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1494109.125000 Penalty: 4884.385742
	Iteration 20F: 3 clusters Score -1494109 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1494148.375000 Penalty: 4884.385742
	Iteration 21Q: 3 clusters Score -1494148 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1494182.500000 Penalty: 4884.385742
	Iteration 22Q: 3 clusters Score -1494182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1494202.875000 Penalty: 4884.385742
	Iteration 23Q: 3 clusters Score -1494203 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1494227.000000 Penalty: 4884.385742
	Iteration 24Q: 3 clusters Score -1494227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1494240.375000 Penalty: 4884.385742
	Iteration 25Q: 3 clusters Score -1494240 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1494259.500000 Penalty: 4884.385742
	Iteration 26Q: 3 clusters Score -1494260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1494276.000000 Penalty: 4884.385742
	Iteration 27Q: 3 clusters Score -1494276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1494290.625000 Penalty: 4884.385742
	Iteration 28Q: 3 clusters Score -1494291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1494297.750000 Penalty: 4884.385742
	Iteration 29Q: 3 clusters Score -1494298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1494304.000000 Penalty: 4884.385742
	Iteration 30Q: 3 clusters Score -1494304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1494309.750000 Penalty: 4884.385742
	Iteration 31Q: 3 clusters Score -1494310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1494317.750000 Penalty: 4884.385742
	Iteration 32Q: 3 clusters Score -1494318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1494324.250000 Penalty: 4884.385742
	Iteration 33Q: 3 clusters Score -1494324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1494324.625000 Penalty: 4884.385742
	Iteration 34Q: 3 clusters Score -1494325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1494329.125000 Penalty: 4884.385742
	Iteration 35Q: 3 clusters Score -1494329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1494337.375000 Penalty: 4884.385742
	Iteration 36Q: 3 clusters Score -1494337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1494334.250000 Penalty: 4884.385742
	Iteration 37Q: 3 clusters Score -1494334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1494342.750000 Penalty: 4884.385742
	Iteration 38Q: 3 clusters Score -1494343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1494341.625000 Penalty: 4884.385742
	Iteration 39Q: 3 clusters Score -1494342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1494346.125000 Penalty: 4884.385742
	Iteration 40F: 3 clusters Score -1494346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1494351.000000 Penalty: 4884.385742
	Iteration 41Q: 3 clusters Score -1494351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1494355.000000 Penalty: 4884.385742
	Iteration 42Q: 3 clusters Score -1494355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1494357.875000 Penalty: 4884.385742
	Iteration 43Q: 3 clusters Score -1494358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1494358.625000 Penalty: 4884.385742
	Iteration 44Q: 3 clusters Score -1494359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1494360.500000 Penalty: 4884.385742
	Iteration 45Q: 3 clusters Score -1494360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1494366.375000 Penalty: 4884.385742
	Iteration 46Q: 3 clusters Score -1494366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1494368.375000 Penalty: 4884.385742
	Iteration 47Q: 3 clusters Score -1494368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1494369.250000 Penalty: 4884.385742
	Iteration 48Q: 3 clusters Score -1494369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1494372.875000 Penalty: 4884.385742
	Iteration 49Q: 3 clusters Score -1494373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1494379.500000 Penalty: 4884.385742
	Iteration 50Q: 3 clusters Score -1494380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1494378.625000 Penalty: 4884.385742
	Iteration 51Q: 3 clusters Score -1494379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1494381.875000 Penalty: 4884.385742
	Iteration 52Q: 3 clusters Score -1494382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1494384.500000 Penalty: 4884.385742
	Iteration 53Q: 3 clusters Score -1494384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1494383.750000 Penalty: 4884.385742
	Iteration 54Q: 3 clusters Score -1494384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1494383.875000 Penalty: 4884.385742
	Iteration 55Q: 3 clusters Score -1494384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1494386.000000 Penalty: 4884.385742
	Iteration 56Q: 3 clusters Score -1494386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1494389.500000 Penalty: 4884.385742
	Iteration 57Q: 3 clusters Score -1494390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1494391.000000 Penalty: 4884.385742
	Iteration 58Q: 3 clusters Score -1494391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1494391.125000 Penalty: 4884.385742
	Iteration 59Q: 3 clusters Score -1494391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1494388.750000 Penalty: 4884.385742
	Iteration 60F: 3 clusters Score -1494389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1494391.875000 Penalty: 4884.385742
	Iteration 61Q: 3 clusters Score -1494392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1494389.250000 Penalty: 4884.385742
	Iteration 62Q: 3 clusters Score -1494389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1494388.000000 Penalty: 4884.385742
	Iteration 63Q: 3 clusters Score -1494388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1494387.500000 Penalty: 4884.385742
	Iteration 64Q: 3 clusters Score -1494388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1494389.625000 Penalty: 4884.385742
	Iteration 65Q: 3 clusters Score -1494390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1494392.000000 Penalty: 4884.385742
	Iteration 66Q: 3 clusters Score -1494392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1494393.000000 Penalty: 4884.385742
	Iteration 67Q: 3 clusters Score -1494393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1494391.125000 Penalty: 4884.385742
	Iteration 68Q: 3 clusters Score -1494391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1494388.250000 Penalty: 4884.385742
	Iteration 69Q: 3 clusters Score -1494388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1494389.500000 Penalty: 4884.385742
	Iteration 70Q: 3 clusters Score -1494390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1494392.750000 Penalty: 4884.385742
	Iteration 71Q: 3 clusters Score -1494393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1494393.375000 Penalty: 4884.385742
	Iteration 72Q: 3 clusters Score -1494393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1494394.125000 Penalty: 4884.385742
	Iteration 73Q: 3 clusters Score -1494394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1494394.125000 Penalty: 4884.385742
	Iteration 74F: 3 clusters Score -1494394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -136880.500000 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -136880.5 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 917 members 
Entering Unmasked Estep 
Score: -134341.578125 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -134341.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -134794.031250 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -134794 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134944.734375 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -134944.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -135038.140625 Penalty: 3727.340576
	Iteration 3Q: 3 clusters Score -135038.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -135098.359375 Penalty: 3727.340576
	Iteration 4Q: 3 clusters Score -135098.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -135146.375000 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -135146.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -135180.484375 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -135180.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -135200.937500 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -135200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -135217.953125 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -135218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -135235.484375 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -135235.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -135249.140625 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -135249.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -135266.265625 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -135266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -135280.031250 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -135280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -135292.171875 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -135292.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -135299.328125 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -135299.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -135306.234375 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -135306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -135310.390625 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -135310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -135316.859375 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -135316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -135323.359375 Penalty: 3727.340576
	Iteration 18Q: 3 clusters Score -135323.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -135326.625000 Penalty: 3727.340576
	Iteration 19Q: 3 clusters Score -135326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -135327.953125 Penalty: 3727.340576
	Iteration 20F: 3 clusters Score -135328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -135328.375000 Penalty: 3727.340576
	Iteration 21Q: 3 clusters Score -135328.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -135328.375000 Penalty: 3727.340576
	Iteration 22F: 3 clusters Score -135328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Entering Unmasked Estep 
Score: -1641386.375000 Penalty: 2464.776123
	Iteration 0F: 2 clusters Score -1641386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1626864.250000 Penalty: 4929.552246
	Iteration 0F: 3 clusters Score -1626864 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1631870.625000 Penalty: 4929.552246
	Iteration 1F: 3 clusters Score -1631871 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1632306.750000 Penalty: 4929.552246
	Iteration 2F: 3 clusters Score -1632307 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1632638.250000 Penalty: 4929.552246
	Iteration 3Q: 3 clusters Score -1632638 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1632881.750000 Penalty: 4929.552246
	Iteration 4Q: 3 clusters Score -1632882 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1633145.125000 Penalty: 4929.552246
	Iteration 5Q: 3 clusters Score -1633145 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1633435.375000 Penalty: 4929.552246
	Iteration 6Q: 3 clusters Score -1633435 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1633754.000000 Penalty: 4929.552246
	Iteration 7Q: 3 clusters Score -1633754 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1634204.750000 Penalty: 4929.552246
	Iteration 8Q: 3 clusters Score -1634205 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1634846.375000 Penalty: 4929.552246
	Iteration 9Q: 3 clusters Score -1634846 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1635744.500000 Penalty: 4929.552246
	Iteration 10F: 3 clusters Score -1635744 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1636792.750000 Penalty: 4929.552246
	Iteration 11F: 3 clusters Score -1636793 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1637752.625000 Penalty: 4929.552246
	Iteration 12F: 3 clusters Score -1637753 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1638440.375000 Penalty: 4929.552246
	Iteration 13Q: 3 clusters Score -1638440 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1638856.000000 Penalty: 4929.552246
	Iteration 14Q: 3 clusters Score -1638856 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1639093.000000 Penalty: 4929.552246
	Iteration 15Q: 3 clusters Score -1639093 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1639224.500000 Penalty: 4929.552246
	Iteration 16Q: 3 clusters Score -1639224 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1639295.125000 Penalty: 4929.552246
	Iteration 17Q: 3 clusters Score -1639295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1639349.000000 Penalty: 4929.552246
	Iteration 18Q: 3 clusters Score -1639349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1639384.375000 Penalty: 4929.552246
	Iteration 19Q: 3 clusters Score -1639384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1639414.375000 Penalty: 4929.552246
	Iteration 20F: 3 clusters Score -1639414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1639426.875000 Penalty: 4929.552246
	Iteration 21Q: 3 clusters Score -1639427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1639436.875000 Penalty: 4929.552246
	Iteration 22Q: 3 clusters Score -1639437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1639449.250000 Penalty: 4929.552246
	Iteration 23Q: 3 clusters Score -1639449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -1639453.500000 Penalty: 4929.552246
	Iteration 24Q: 3 clusters Score -1639454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1639457.500000 Penalty: 4929.552246
	Iteration 25Q: 3 clusters Score -1639458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1639461.000000 Penalty: 4929.552246
	Iteration 26Q: 3 clusters Score -1639461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -1639463.500000 Penalty: 4929.552246
	Iteration 27Q: 3 clusters Score -1639464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1639462.125000 Penalty: 4929.552246
	Iteration 28Q: 3 clusters Score -1639462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -1639462.125000 Penalty: 4929.552246
	Iteration 29F: 3 clusters Score -1639462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (161539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161539 members 
Entering Unmasked Estep 
Score: -13157541.000000 Penalty: 2974.140625
	Iteration 0F: 2 clusters Score -1.315754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80987 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -13049233.000000 Penalty: 5948.281250
	Iteration 0F: 3 clusters Score -1.304923e+07 nChanged 77467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -13094259.000000 Penalty: 5948.281250
	Iteration 1F: 3 clusters Score -1.309426e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -13095449.000000 Penalty: 5948.281250
	Iteration 2Q: 3 clusters Score -1.309545e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -13097399.000000 Penalty: 5948.281250
	Iteration 3Q: 3 clusters Score -1.30974e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -13100277.000000 Penalty: 5948.281250
	Iteration 4Q: 3 clusters Score -1.310028e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -13104893.000000 Penalty: 5948.281250
	Iteration 5Q: 3 clusters Score -1.310489e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -13111831.000000 Penalty: 5948.281250
	Iteration 6F: 3 clusters Score -1.311183e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -13121123.000000 Penalty: 5948.281250
	Iteration 7F: 3 clusters Score -1.312112e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126960 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -13130018.000000 Penalty: 5948.281250
	Iteration 8F: 3 clusters Score -1.313002e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133424 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -13136652.000000 Penalty: 5948.281250
	Iteration 9F: 3 clusters Score -1.313665e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -13140767.000000 Penalty: 5948.281250
	Iteration 10Q: 3 clusters Score -1.314077e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -13143315.000000 Penalty: 5948.281250
	Iteration 11Q: 3 clusters Score -1.314332e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -13145193.000000 Penalty: 5948.281250
	Iteration 12Q: 3 clusters Score -1.314519e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -13146770.000000 Penalty: 5948.281250
	Iteration 13Q: 3 clusters Score -1.314677e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149883 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -13148122.000000 Penalty: 5948.281250
	Iteration 14Q: 3 clusters Score -1.314812e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -13149375.000000 Penalty: 5948.281250
	Iteration 15Q: 3 clusters Score -1.314938e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154059 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -13150539.000000 Penalty: 5948.281250
	Iteration 16Q: 3 clusters Score -1.315054e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155720 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -13151557.000000 Penalty: 5948.281250
	Iteration 17Q: 3 clusters Score -1.315156e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156982 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -13152307.000000 Penalty: 5948.281250
	Iteration 18Q: 3 clusters Score -1.315231e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -13152909.000000 Penalty: 5948.281250
	Iteration 19Q: 3 clusters Score -1.315291e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158863 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -13153472.000000 Penalty: 5948.281250
	Iteration 20F: 3 clusters Score -1.315347e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -13153800.000000 Penalty: 5948.281250
	Iteration 21Q: 3 clusters Score -1.31538e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -13154107.000000 Penalty: 5948.281250
	Iteration 22Q: 3 clusters Score -1.315411e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13154329.000000 Penalty: 5948.281250
	Iteration 23Q: 3 clusters Score -1.315433e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160540 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -13154523.000000 Penalty: 5948.281250
	Iteration 24Q: 3 clusters Score -1.315452e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160696 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -13154637.000000 Penalty: 5948.281250
	Iteration 25Q: 3 clusters Score -1.315464e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160806 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13154726.000000 Penalty: 5948.281250
	Iteration 26Q: 3 clusters Score -1.315473e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160877 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13154781.000000 Penalty: 5948.281250
	Iteration 27Q: 3 clusters Score -1.315478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13154809.000000 Penalty: 5948.281250
	Iteration 28Q: 3 clusters Score -1.315481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -13154834.000000 Penalty: 5948.281250
	Iteration 29Q: 3 clusters Score -1.315483e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -13154853.000000 Penalty: 5948.281250
	Iteration 30Q: 3 clusters Score -1.315485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13154874.000000 Penalty: 5948.281250
	Iteration 31Q: 3 clusters Score -1.315487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13154881.000000 Penalty: 5948.281250
	Iteration 32Q: 3 clusters Score -1.315488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13154889.000000 Penalty: 5948.281250
	Iteration 33Q: 3 clusters Score -1.315489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161010 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13154903.000000 Penalty: 5948.281250
	Iteration 34Q: 3 clusters Score -1.31549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13154902.000000 Penalty: 5948.281250
	Iteration 35Q: 3 clusters Score -1.31549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13154915.000000 Penalty: 5948.281250
	Iteration 36Q: 3 clusters Score -1.315492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13154917.000000 Penalty: 5948.281250
	Iteration 37Q: 3 clusters Score -1.315492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -13154911.000000 Penalty: 5948.281250
	Iteration 38Q: 3 clusters Score -1.315491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13154916.000000 Penalty: 5948.281250
	Iteration 39Q: 3 clusters Score -1.315492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13154916.000000 Penalty: 5948.281250
	Iteration 40F: 3 clusters Score -1.315492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161029 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13154911.000000 Penalty: 5948.281250
	Iteration 41Q: 3 clusters Score -1.315491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161030 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13154906.000000 Penalty: 5948.281250
	Iteration 42Q: 3 clusters Score -1.315491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161031 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -13154900.000000 Penalty: 5948.281250
	Iteration 43Q: 3 clusters Score -1.31549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161032 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -13154903.000000 Penalty: 5948.281250
	Iteration 44Q: 3 clusters Score -1.31549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13154907.000000 Penalty: 5948.281250
	Iteration 45Q: 3 clusters Score -1.315491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13154907.000000 Penalty: 5948.281250
	Iteration 46F: 3 clusters Score -1.315491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -273067.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -273067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -269398.812500 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -269398.8 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -270258.250000 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -270258.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -270546.812500 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -270546.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -270823.093750 Penalty: 4067.207031
	Iteration 3F: 3 clusters Score -270823.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -271073.968750 Penalty: 4067.207031
	Iteration 4F: 3 clusters Score -271074 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -271336.375000 Penalty: 4067.207031
	Iteration 5F: 3 clusters Score -271336.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -271698.500000 Penalty: 4067.207031
	Iteration 6F: 3 clusters Score -271698.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -272113.937500 Penalty: 4067.207031
	Iteration 7F: 3 clusters Score -272113.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -272450.843750 Penalty: 4067.207031
	Iteration 8F: 3 clusters Score -272450.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -272669.687500 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -272669.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272816.843750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -272816.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -272931.468750 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -272931.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273018.875000 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -273018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -273043.500000 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -273043.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -273058.968750 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -273059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -273064.000000 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -273064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -273064.781250 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -273064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -273064.781250 Penalty: 4067.207031
	Iteration 17F: 3 clusters Score -273064.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Entering Unmasked Estep 
Score: -2019135.750000 Penalty: 2517.537842
	Iteration 0F: 2 clusters Score -2019136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2001424.250000 Penalty: 5035.075684
	Iteration 0F: 3 clusters Score -2001424 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2007849.625000 Penalty: 5035.075684
	Iteration 1F: 3 clusters Score -2007850 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2008452.375000 Penalty: 5035.075684
	Iteration 2F: 3 clusters Score -2008452 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2009030.500000 Penalty: 5035.075684
	Iteration 3F: 3 clusters Score -2009030 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2009626.875000 Penalty: 5035.075684
	Iteration 4Q: 3 clusters Score -2009627 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2010302.000000 Penalty: 5035.075684
	Iteration 5Q: 3 clusters Score -2010302 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2011013.000000 Penalty: 5035.075684
	Iteration 6Q: 3 clusters Score -2011013 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2011717.375000 Penalty: 5035.075684
	Iteration 7Q: 3 clusters Score -2011717 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2012326.375000 Penalty: 5035.075684
	Iteration 8Q: 3 clusters Score -2012326 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2012785.750000 Penalty: 5035.075684
	Iteration 9Q: 3 clusters Score -2012786 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2013176.000000 Penalty: 5035.075684
	Iteration 10Q: 3 clusters Score -2013176 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2013553.000000 Penalty: 5035.075684
	Iteration 11Q: 3 clusters Score -2013553 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2013959.500000 Penalty: 5035.075684
	Iteration 12Q: 3 clusters Score -2013960 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2014349.875000 Penalty: 5035.075684
	Iteration 13Q: 3 clusters Score -2014350 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2014648.750000 Penalty: 5035.075684
	Iteration 14Q: 3 clusters Score -2014649 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2014850.250000 Penalty: 5035.075684
	Iteration 15Q: 3 clusters Score -2014850 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2015026.500000 Penalty: 5035.075684
	Iteration 16Q: 3 clusters Score -2015026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2015169.750000 Penalty: 5035.075684
	Iteration 17Q: 3 clusters Score -2015170 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2015281.000000 Penalty: 5035.075684
	Iteration 18Q: 3 clusters Score -2015281 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2015400.375000 Penalty: 5035.075684
	Iteration 19Q: 3 clusters Score -2015400 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2015515.875000 Penalty: 5035.075684
	Iteration 20F: 3 clusters Score -2015516 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2015659.375000 Penalty: 5035.075684
	Iteration 21Q: 3 clusters Score -2015659 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2015779.625000 Penalty: 5035.075684
	Iteration 22Q: 3 clusters Score -2015780 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2015917.875000 Penalty: 5035.075684
	Iteration 23Q: 3 clusters Score -2015918 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2016065.250000 Penalty: 5035.075684
	Iteration 24Q: 3 clusters Score -2016065 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2016212.125000 Penalty: 5035.075684
	Iteration 25Q: 3 clusters Score -2016212 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2016344.000000 Penalty: 5035.075684
	Iteration 26Q: 3 clusters Score -2016344 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2016464.375000 Penalty: 5035.075684
	Iteration 27Q: 3 clusters Score -2016464 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2016603.750000 Penalty: 5035.075684
	Iteration 28Q: 3 clusters Score -2016604 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2016755.625000 Penalty: 5035.075684
	Iteration 29Q: 3 clusters Score -2016756 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2016932.250000 Penalty: 5035.075684
	Iteration 30Q: 3 clusters Score -2016932 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2017104.625000 Penalty: 5035.075684
	Iteration 31Q: 3 clusters Score -2017105 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2017261.125000 Penalty: 5035.075684
	Iteration 32Q: 3 clusters Score -2017261 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2017414.625000 Penalty: 5035.075684
	Iteration 33Q: 3 clusters Score -2017415 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2017511.125000 Penalty: 5035.075684
	Iteration 34Q: 3 clusters Score -2017511 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2017620.250000 Penalty: 5035.075684
	Iteration 35Q: 3 clusters Score -2017620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2017693.250000 Penalty: 5035.075684
	Iteration 36Q: 3 clusters Score -2017693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2017739.875000 Penalty: 5035.075684
	Iteration 37Q: 3 clusters Score -2017740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2017782.125000 Penalty: 5035.075684
	Iteration 38Q: 3 clusters Score -2017782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2017803.875000 Penalty: 5035.075684
	Iteration 39Q: 3 clusters Score -2017804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2017824.125000 Penalty: 5035.075684
	Iteration 40F: 3 clusters Score -2017824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2017845.000000 Penalty: 5035.075684
	Iteration 41Q: 3 clusters Score -2017845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2017855.125000 Penalty: 5035.075684
	Iteration 42Q: 3 clusters Score -2017855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2017873.375000 Penalty: 5035.075684
	Iteration 43Q: 3 clusters Score -2017873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2017886.250000 Penalty: 5035.075684
	Iteration 44Q: 3 clusters Score -2017886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2017900.750000 Penalty: 5035.075684
	Iteration 45Q: 3 clusters Score -2017901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2017906.750000 Penalty: 5035.075684
	Iteration 46Q: 3 clusters Score -2017907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2017910.375000 Penalty: 5035.075684
	Iteration 47Q: 3 clusters Score -2017910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2017915.625000 Penalty: 5035.075684
	Iteration 48Q: 3 clusters Score -2017916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -2017921.625000 Penalty: 5035.075684
	Iteration 49Q: 3 clusters Score -2017922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2017929.375000 Penalty: 5035.075684
	Iteration 50Q: 3 clusters Score -2017929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2017927.375000 Penalty: 5035.075684
	Iteration 51Q: 3 clusters Score -2017927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2017931.375000 Penalty: 5035.075684
	Iteration 52Q: 3 clusters Score -2017931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2017933.125000 Penalty: 5035.075684
	Iteration 53Q: 3 clusters Score -2017933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2017933.000000 Penalty: 5035.075684
	Iteration 54Q: 3 clusters Score -2017933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2017936.500000 Penalty: 5035.075684
	Iteration 55Q: 3 clusters Score -2017936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2017936.000000 Penalty: 5035.075684
	Iteration 56Q: 3 clusters Score -2017936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2017935.000000 Penalty: 5035.075684
	Iteration 57Q: 3 clusters Score -2017935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2017945.875000 Penalty: 5035.075684
	Iteration 58Q: 3 clusters Score -2017946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2017945.250000 Penalty: 5035.075684
	Iteration 59Q: 3 clusters Score -2017945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2017950.000000 Penalty: 5035.075684
	Iteration 60F: 3 clusters Score -2017950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -2017950.375000 Penalty: 5035.075684
	Iteration 61Q: 3 clusters Score -2017950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -2017951.000000 Penalty: 5035.075684
	Iteration 62Q: 3 clusters Score -2017951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2017951.625000 Penalty: 5035.075684
	Iteration 63Q: 3 clusters Score -2017952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2017952.750000 Penalty: 5035.075684
	Iteration 64Q: 3 clusters Score -2017953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2017952.750000 Penalty: 5035.075684
	Iteration 65F: 3 clusters Score -2017953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Entering Unmasked Estep 
Score: -672194.312500 Penalty: 2252.827881
	Iteration 0F: 2 clusters Score -672194.3 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 4349 members 
Entering Unmasked Estep 
Score: -665270.437500 Penalty: 4505.655762
	Iteration 0F: 3 clusters Score -665270.4 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -667130.125000 Penalty: 4505.655762
	Iteration 1F: 3 clusters Score -667130.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -667452.125000 Penalty: 4505.655762
	Iteration 2F: 3 clusters Score -667452.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -667678.062500 Penalty: 4505.655762
	Iteration 3F: 3 clusters Score -667678.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -667908.000000 Penalty: 4505.655762
	Iteration 4Q: 3 clusters Score -667908 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -668133.875000 Penalty: 4505.655762
	Iteration 5Q: 3 clusters Score -668133.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -668371.125000 Penalty: 4505.655762
	Iteration 6Q: 3 clusters Score -668371.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -668590.875000 Penalty: 4505.655762
	Iteration 7Q: 3 clusters Score -668590.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -668802.437500 Penalty: 4505.655762
	Iteration 8Q: 3 clusters Score -668802.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -668984.187500 Penalty: 4505.655762
	Iteration 9Q: 3 clusters Score -668984.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -669146.187500 Penalty: 4505.655762
	Iteration 10Q: 3 clusters Score -669146.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -669277.437500 Penalty: 4505.655762
	Iteration 11Q: 3 clusters Score -669277.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -669371.812500 Penalty: 4505.655762
	Iteration 12Q: 3 clusters Score -669371.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -669439.937500 Penalty: 4505.655762
	Iteration 13Q: 3 clusters Score -669439.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -669505.875000 Penalty: 4505.655762
	Iteration 14Q: 3 clusters Score -669505.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -669556.562500 Penalty: 4505.655762
	Iteration 15Q: 3 clusters Score -669556.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -669600.875000 Penalty: 4505.655762
	Iteration 16Q: 3 clusters Score -669600.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -669639.187500 Penalty: 4505.655762
	Iteration 17Q: 3 clusters Score -669639.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -669666.812500 Penalty: 4505.655762
	Iteration 18Q: 3 clusters Score -669666.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -669694.125000 Penalty: 4505.655762
	Iteration 19Q: 3 clusters Score -669694.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -669714.812500 Penalty: 4505.655762
	Iteration 20F: 3 clusters Score -669714.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -669740.000000 Penalty: 4505.655762
	Iteration 21Q: 3 clusters Score -669740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -669763.562500 Penalty: 4505.655762
	Iteration 22Q: 3 clusters Score -669763.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -669772.187500 Penalty: 4505.655762
	Iteration 23Q: 3 clusters Score -669772.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -669787.562500 Penalty: 4505.655762
	Iteration 24Q: 3 clusters Score -669787.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -669799.875000 Penalty: 4505.655762
	Iteration 25Q: 3 clusters Score -669799.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -669812.437500 Penalty: 4505.655762
	Iteration 26Q: 3 clusters Score -669812.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -669826.250000 Penalty: 4505.655762
	Iteration 27Q: 3 clusters Score -669826.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -669840.312500 Penalty: 4505.655762
	Iteration 28Q: 3 clusters Score -669840.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -669848.562500 Penalty: 4505.655762
	Iteration 29Q: 3 clusters Score -669848.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -669861.062500 Penalty: 4505.655762
	Iteration 30Q: 3 clusters Score -669861.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -669869.562500 Penalty: 4505.655762
	Iteration 31Q: 3 clusters Score -669869.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -669876.687500 Penalty: 4505.655762
	Iteration 32Q: 3 clusters Score -669876.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -669884.750000 Penalty: 4505.655762
	Iteration 33Q: 3 clusters Score -669884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -669893.000000 Penalty: 4505.655762
	Iteration 34Q: 3 clusters Score -669893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -669903.562500 Penalty: 4505.655762
	Iteration 35Q: 3 clusters Score -669903.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -669915.000000 Penalty: 4505.655762
	Iteration 36Q: 3 clusters Score -669915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -669927.187500 Penalty: 4505.655762
	Iteration 37Q: 3 clusters Score -669927.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -669942.312500 Penalty: 4505.655762
	Iteration 38Q: 3 clusters Score -669942.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -669955.250000 Penalty: 4505.655762
	Iteration 39Q: 3 clusters Score -669955.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -669968.000000 Penalty: 4505.655762
	Iteration 40F: 3 clusters Score -669968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -669983.500000 Penalty: 4505.655762
	Iteration 41Q: 3 clusters Score -669983.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -669998.437500 Penalty: 4505.655762
	Iteration 42Q: 3 clusters Score -669998.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -670016.000000 Penalty: 4505.655762
	Iteration 43Q: 3 clusters Score -670016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -670029.062500 Penalty: 4505.655762
	Iteration 44Q: 3 clusters Score -670029.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -670044.312500 Penalty: 4505.655762
	Iteration 45Q: 3 clusters Score -670044.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -670062.312500 Penalty: 4505.655762
	Iteration 46Q: 3 clusters Score -670062.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -670080.812500 Penalty: 4505.655762
	Iteration 47Q: 3 clusters Score -670080.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -670097.812500 Penalty: 4505.655762
	Iteration 48Q: 3 clusters Score -670097.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -670116.375000 Penalty: 4505.655762
	Iteration 49Q: 3 clusters Score -670116.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -670138.625000 Penalty: 4505.655762
	Iteration 50Q: 3 clusters Score -670138.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -670156.375000 Penalty: 4505.655762
	Iteration 51Q: 3 clusters Score -670156.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -670173.812500 Penalty: 4505.655762
	Iteration 52Q: 3 clusters Score -670173.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -670191.250000 Penalty: 4505.655762
	Iteration 53Q: 3 clusters Score -670191.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -670207.937500 Penalty: 4505.655762
	Iteration 54Q: 3 clusters Score -670207.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -670224.312500 Penalty: 4505.655762
	Iteration 55Q: 3 clusters Score -670224.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -670237.937500 Penalty: 4505.655762
	Iteration 56Q: 3 clusters Score -670237.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -670260.875000 Penalty: 4505.655762
	Iteration 57Q: 3 clusters Score -670260.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -670279.875000 Penalty: 4505.655762
	Iteration 58Q: 3 clusters Score -670279.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -670297.812500 Penalty: 4505.655762
	Iteration 59Q: 3 clusters Score -670297.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -670311.875000 Penalty: 4505.655762
	Iteration 60F: 3 clusters Score -670311.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -670334.375000 Penalty: 4505.655762
	Iteration 61Q: 3 clusters Score -670334.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -670345.937500 Penalty: 4505.655762
	Iteration 62Q: 3 clusters Score -670345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -670356.312500 Penalty: 4505.655762
	Iteration 63Q: 3 clusters Score -670356.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -670370.187500 Penalty: 4505.655762
	Iteration 64Q: 3 clusters Score -670370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -670382.437500 Penalty: 4505.655762
	Iteration 65Q: 3 clusters Score -670382.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -670393.375000 Penalty: 4505.655762
	Iteration 66Q: 3 clusters Score -670393.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -670406.375000 Penalty: 4505.655762
	Iteration 67Q: 3 clusters Score -670406.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -670422.500000 Penalty: 4505.655762
	Iteration 68Q: 3 clusters Score -670422.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -670431.375000 Penalty: 4505.655762
	Iteration 69Q: 3 clusters Score -670431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -670437.750000 Penalty: 4505.655762
	Iteration 70Q: 3 clusters Score -670437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -670439.625000 Penalty: 4505.655762
	Iteration 71Q: 3 clusters Score -670439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -670446.687500 Penalty: 4505.655762
	Iteration 72Q: 3 clusters Score -670446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -670447.187500 Penalty: 4505.655762
	Iteration 73Q: 3 clusters Score -670447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -670450.187500 Penalty: 4505.655762
	Iteration 74Q: 3 clusters Score -670450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -670453.187500 Penalty: 4505.655762
	Iteration 75Q: 3 clusters Score -670453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -670456.187500 Penalty: 4505.655762
	Iteration 76Q: 3 clusters Score -670456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -670457.437500 Penalty: 4505.655762
	Iteration 77Q: 3 clusters Score -670457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -670458.062500 Penalty: 4505.655762
	Iteration 78Q: 3 clusters Score -670458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -670460.687500 Penalty: 4505.655762
	Iteration 79Q: 3 clusters Score -670460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -670459.812500 Penalty: 4505.655762
	Iteration 80F: 3 clusters Score -670459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -670460.437500 Penalty: 4505.655762
	Iteration 81Q: 3 clusters Score -670460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -670460.437500 Penalty: 4505.655762
	Iteration 82F: 3 clusters Score -670460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -201929.875000 Penalty: 2008.010620
	Iteration 0F: 2 clusters Score -201929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -198566.234375 Penalty: 4016.021240
	Iteration 0F: 3 clusters Score -198566.2 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -199705.703125 Penalty: 4016.021240
	Iteration 1F: 3 clusters Score -199705.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -200366.328125 Penalty: 4016.021240
	Iteration 2F: 3 clusters Score -200366.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -200896.718750 Penalty: 4016.021240
	Iteration 3F: 3 clusters Score -200896.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -201145.281250 Penalty: 4016.021240
	Iteration 4F: 3 clusters Score -201145.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -201266.812500 Penalty: 4016.021240
	Iteration 5Q: 3 clusters Score -201266.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -201351.218750 Penalty: 4016.021240
	Iteration 6Q: 3 clusters Score -201351.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -201435.703125 Penalty: 4016.021240
	Iteration 7Q: 3 clusters Score -201435.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -201492.203125 Penalty: 4016.021240
	Iteration 8Q: 3 clusters Score -201492.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -201537.140625 Penalty: 4016.021240
	Iteration 9Q: 3 clusters Score -201537.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -201579.640625 Penalty: 4016.021240
	Iteration 10Q: 3 clusters Score -201579.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -201635.156250 Penalty: 4016.021240
	Iteration 11Q: 3 clusters Score -201635.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -201673.875000 Penalty: 4016.021240
	Iteration 12Q: 3 clusters Score -201673.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -201704.703125 Penalty: 4016.021240
	Iteration 13Q: 3 clusters Score -201704.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -201740.859375 Penalty: 4016.021240
	Iteration 14Q: 3 clusters Score -201740.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -201753.421875 Penalty: 4016.021240
	Iteration 15Q: 3 clusters Score -201753.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -201764.000000 Penalty: 4016.021240
	Iteration 16Q: 3 clusters Score -201764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -201770.265625 Penalty: 4016.021240
	Iteration 17Q: 3 clusters Score -201770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -201782.500000 Penalty: 4016.021240
	Iteration 18Q: 3 clusters Score -201782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -201789.703125 Penalty: 4016.021240
	Iteration 19Q: 3 clusters Score -201789.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -201797.187500 Penalty: 4016.021240
	Iteration 20F: 3 clusters Score -201797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -201802.390625 Penalty: 4016.021240
	Iteration 21Q: 3 clusters Score -201802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -201805.437500 Penalty: 4016.021240
	Iteration 22Q: 3 clusters Score -201805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201806.656250 Penalty: 4016.021240
	Iteration 23Q: 3 clusters Score -201806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -201807.750000 Penalty: 4016.021240
	Iteration 24Q: 3 clusters Score -201807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -201808.953125 Penalty: 4016.021240
	Iteration 25Q: 3 clusters Score -201809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -201810.609375 Penalty: 4016.021240
	Iteration 26Q: 3 clusters Score -201810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -201811.312500 Penalty: 4016.021240
	Iteration 27Q: 3 clusters Score -201811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -201812.937500 Penalty: 4016.021240
	Iteration 28Q: 3 clusters Score -201812.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -201813.187500 Penalty: 4016.021240
	Iteration 29Q: 3 clusters Score -201813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -201814.703125 Penalty: 4016.021240
	Iteration 30Q: 3 clusters Score -201814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -201819.375000 Penalty: 4016.021240
	Iteration 31Q: 3 clusters Score -201819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -201826.515625 Penalty: 4016.021240
	Iteration 32Q: 3 clusters Score -201826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -201833.687500 Penalty: 4016.021240
	Iteration 33Q: 3 clusters Score -201833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -201836.562500 Penalty: 4016.021240
	Iteration 34Q: 3 clusters Score -201836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -201837.687500 Penalty: 4016.021240
	Iteration 35Q: 3 clusters Score -201837.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -201840.468750 Penalty: 4016.021240
	Iteration 36Q: 3 clusters Score -201840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -201843.968750 Penalty: 4016.021240
	Iteration 37Q: 3 clusters Score -201844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -201846.281250 Penalty: 4016.021240
	Iteration 38Q: 3 clusters Score -201846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -201848.000000 Penalty: 4016.021240
	Iteration 39Q: 3 clusters Score -201848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -201850.890625 Penalty: 4016.021240
	Iteration 40F: 3 clusters Score -201850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -201852.468750 Penalty: 4016.021240
	Iteration 41Q: 3 clusters Score -201852.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -201856.093750 Penalty: 4016.021240
	Iteration 42Q: 3 clusters Score -201856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -201856.796875 Penalty: 4016.021240
	Iteration 43Q: 3 clusters Score -201856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -201858.046875 Penalty: 4016.021240
	Iteration 44Q: 3 clusters Score -201858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -201861.250000 Penalty: 4016.021240
	Iteration 45Q: 3 clusters Score -201861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -201864.921875 Penalty: 4016.021240
	Iteration 46Q: 3 clusters Score -201864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -201868.640625 Penalty: 4016.021240
	Iteration 47Q: 3 clusters Score -201868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -201870.218750 Penalty: 4016.021240
	Iteration 48Q: 3 clusters Score -201870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -201874.296875 Penalty: 4016.021240
	Iteration 49Q: 3 clusters Score -201874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -201878.421875 Penalty: 4016.021240
	Iteration 50Q: 3 clusters Score -201878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -201883.593750 Penalty: 4016.021240
	Iteration 51Q: 3 clusters Score -201883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -201886.031250 Penalty: 4016.021240
	Iteration 52Q: 3 clusters Score -201886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -201886.921875 Penalty: 4016.021240
	Iteration 53Q: 3 clusters Score -201886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -201886.921875 Penalty: 4016.021240
	Iteration 54F: 3 clusters Score -201886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -85228.375000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -85228.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83167.070312 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -83167.07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83503.585938 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -83503.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -83605.367188 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -83605.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -83652.343750 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -83652.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -83675.640625 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -83675.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83694.750000 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -83694.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -83709.312500 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -83709.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83716.562500 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -83716.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83719.203125 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -83719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -83719.484375 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -83719.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -83719.484375 Penalty: 3497.290771
	Iteration 10F: 3 clusters Score -83719.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -408957.906250 Penalty: 2130.614258
	Iteration 0F: 2 clusters Score -408957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -404131.812500 Penalty: 4261.228516
	Iteration 0F: 3 clusters Score -404131.8 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -405312.062500 Penalty: 4261.228516
	Iteration 1F: 3 clusters Score -405312.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -405573.562500 Penalty: 4261.228516
	Iteration 2F: 3 clusters Score -405573.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -405737.687500 Penalty: 4261.228516
	Iteration 3F: 3 clusters Score -405737.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -405869.531250 Penalty: 4261.228516
	Iteration 4Q: 3 clusters Score -405869.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -406016.406250 Penalty: 4261.228516
	Iteration 5Q: 3 clusters Score -406016.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -406173.500000 Penalty: 4261.228516
	Iteration 6Q: 3 clusters Score -406173.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -406395.656250 Penalty: 4261.228516
	Iteration 7Q: 3 clusters Score -406395.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -406576.531250 Penalty: 4261.228516
	Iteration 8Q: 3 clusters Score -406576.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -406736.468750 Penalty: 4261.228516
	Iteration 9Q: 3 clusters Score -406736.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -406875.437500 Penalty: 4261.228516
	Iteration 10Q: 3 clusters Score -406875.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -407021.000000 Penalty: 4261.228516
	Iteration 11Q: 3 clusters Score -407021 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -407157.281250 Penalty: 4261.228516
	Iteration 12Q: 3 clusters Score -407157.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -407268.781250 Penalty: 4261.228516
	Iteration 13Q: 3 clusters Score -407268.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -407349.250000 Penalty: 4261.228516
	Iteration 14Q: 3 clusters Score -407349.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -407405.937500 Penalty: 4261.228516
	Iteration 15Q: 3 clusters Score -407405.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -407459.125000 Penalty: 4261.228516
	Iteration 16Q: 3 clusters Score -407459.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -407497.500000 Penalty: 4261.228516
	Iteration 17Q: 3 clusters Score -407497.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -407533.031250 Penalty: 4261.228516
	Iteration 18Q: 3 clusters Score -407533 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -407560.593750 Penalty: 4261.228516
	Iteration 19Q: 3 clusters Score -407560.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -407587.687500 Penalty: 4261.228516
	Iteration 20F: 3 clusters Score -407587.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -407606.968750 Penalty: 4261.228516
	Iteration 21Q: 3 clusters Score -407607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -407628.375000 Penalty: 4261.228516
	Iteration 22Q: 3 clusters Score -407628.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -407644.750000 Penalty: 4261.228516
	Iteration 23Q: 3 clusters Score -407644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -407655.093750 Penalty: 4261.228516
	Iteration 24Q: 3 clusters Score -407655.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -407664.062500 Penalty: 4261.228516
	Iteration 25Q: 3 clusters Score -407664.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -407667.968750 Penalty: 4261.228516
	Iteration 26Q: 3 clusters Score -407668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -407670.156250 Penalty: 4261.228516
	Iteration 27Q: 3 clusters Score -407670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -407670.812500 Penalty: 4261.228516
	Iteration 28Q: 3 clusters Score -407670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -407671.781250 Penalty: 4261.228516
	Iteration 29Q: 3 clusters Score -407671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -407672.437500 Penalty: 4261.228516
	Iteration 30Q: 3 clusters Score -407672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -407674.875000 Penalty: 4261.228516
	Iteration 31Q: 3 clusters Score -407674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -407675.750000 Penalty: 4261.228516
	Iteration 32Q: 3 clusters Score -407675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -407674.843750 Penalty: 4261.228516
	Iteration 33Q: 3 clusters Score -407674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -407676.468750 Penalty: 4261.228516
	Iteration 34Q: 3 clusters Score -407676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -407676.781250 Penalty: 4261.228516
	Iteration 35Q: 3 clusters Score -407676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -407676.781250 Penalty: 4261.228516
	Iteration 36F: 3 clusters Score -407676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -268630.375000 Penalty: 2020.671021
	Iteration 0F: 2 clusters Score -268630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -265052.531250 Penalty: 4041.342041
	Iteration 0F: 3 clusters Score -265052.5 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -265855.000000 Penalty: 4041.342041
	Iteration 1F: 3 clusters Score -265855 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -266068.437500 Penalty: 4041.342041
	Iteration 2F: 3 clusters Score -266068.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -266225.687500 Penalty: 4041.342041
	Iteration 3F: 3 clusters Score -266225.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -266329.781250 Penalty: 4041.342041
	Iteration 4Q: 3 clusters Score -266329.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -266416.500000 Penalty: 4041.342041
	Iteration 5Q: 3 clusters Score -266416.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -266519.625000 Penalty: 4041.342041
	Iteration 6Q: 3 clusters Score -266519.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -266639.187500 Penalty: 4041.342041
	Iteration 7Q: 3 clusters Score -266639.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -266720.937500 Penalty: 4041.342041
	Iteration 8Q: 3 clusters Score -266720.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -266768.656250 Penalty: 4041.342041
	Iteration 9Q: 3 clusters Score -266768.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -266808.125000 Penalty: 4041.342041
	Iteration 10Q: 3 clusters Score -266808.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -266837.093750 Penalty: 4041.342041
	Iteration 11Q: 3 clusters Score -266837.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -266854.843750 Penalty: 4041.342041
	Iteration 12Q: 3 clusters Score -266854.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -266863.250000 Penalty: 4041.342041
	Iteration 13Q: 3 clusters Score -266863.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -266872.093750 Penalty: 4041.342041
	Iteration 14Q: 3 clusters Score -266872.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -266880.093750 Penalty: 4041.342041
	Iteration 15Q: 3 clusters Score -266880.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -266889.062500 Penalty: 4041.342041
	Iteration 16Q: 3 clusters Score -266889.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -266894.562500 Penalty: 4041.342041
	Iteration 17Q: 3 clusters Score -266894.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -266896.687500 Penalty: 4041.342041
	Iteration 18Q: 3 clusters Score -266896.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -266898.125000 Penalty: 4041.342041
	Iteration 19Q: 3 clusters Score -266898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -266900.187500 Penalty: 4041.342041
	Iteration 20F: 3 clusters Score -266900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -266901.906250 Penalty: 4041.342041
	Iteration 21Q: 3 clusters Score -266901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -266904.375000 Penalty: 4041.342041
	Iteration 22Q: 3 clusters Score -266904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -266906.281250 Penalty: 4041.342041
	Iteration 23Q: 3 clusters Score -266906.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -266906.750000 Penalty: 4041.342041
	Iteration 24Q: 3 clusters Score -266906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -266907.687500 Penalty: 4041.342041
	Iteration 25Q: 3 clusters Score -266907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -266908.125000 Penalty: 4041.342041
	Iteration 26Q: 3 clusters Score -266908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -266908.843750 Penalty: 4041.342041
	Iteration 27Q: 3 clusters Score -266908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -266909.000000 Penalty: 4041.342041
	Iteration 28Q: 3 clusters Score -266909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -266909.000000 Penalty: 4041.342041
	Iteration 29F: 3 clusters Score -266909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Entering Unmasked Estep 
Score: -2819757.000000 Penalty: 2587.777344
	Iteration 0F: 2 clusters Score -2819757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2796666.750000 Penalty: 5175.554688
	Iteration 0F: 3 clusters Score -2796667 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2805123.500000 Penalty: 5175.554688
	Iteration 1F: 3 clusters Score -2805124 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2805633.000000 Penalty: 5175.554688
	Iteration 2Q: 3 clusters Score -2805633 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2806113.250000 Penalty: 5175.554688
	Iteration 3Q: 3 clusters Score -2806113 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2806575.500000 Penalty: 5175.554688
	Iteration 4Q: 3 clusters Score -2806576 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2807163.000000 Penalty: 5175.554688
	Iteration 5Q: 3 clusters Score -2807163 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2807856.250000 Penalty: 5175.554688
	Iteration 6Q: 3 clusters Score -2807856 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2808816.250000 Penalty: 5175.554688
	Iteration 7F: 3 clusters Score -2808816 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2810103.000000 Penalty: 5175.554688
	Iteration 8F: 3 clusters Score -2810103 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -2811657.000000 Penalty: 5175.554688
	Iteration 9F: 3 clusters Score -2811657 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -2813272.250000 Penalty: 5175.554688
	Iteration 10F: 3 clusters Score -2813272 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -2814724.250000 Penalty: 5175.554688
	Iteration 11F: 3 clusters Score -2814724 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -2815878.250000 Penalty: 5175.554688
	Iteration 12Q: 3 clusters Score -2815878 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -2816549.250000 Penalty: 5175.554688
	Iteration 13Q: 3 clusters Score -2816549 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -2816922.750000 Penalty: 5175.554688
	Iteration 14Q: 3 clusters Score -2816923 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -2817130.750000 Penalty: 5175.554688
	Iteration 15Q: 3 clusters Score -2817131 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -2817238.000000 Penalty: 5175.554688
	Iteration 16Q: 3 clusters Score -2817238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -2817317.750000 Penalty: 5175.554688
	Iteration 17Q: 3 clusters Score -2817318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -2817368.000000 Penalty: 5175.554688
	Iteration 18Q: 3 clusters Score -2817368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2817397.750000 Penalty: 5175.554688
	Iteration 19Q: 3 clusters Score -2817398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -2817417.750000 Penalty: 5175.554688
	Iteration 20F: 3 clusters Score -2817418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -2817426.500000 Penalty: 5175.554688
	Iteration 21Q: 3 clusters Score -2817426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -2817434.000000 Penalty: 5175.554688
	Iteration 22Q: 3 clusters Score -2817434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -2817440.250000 Penalty: 5175.554688
	Iteration 23Q: 3 clusters Score -2817440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -2817448.250000 Penalty: 5175.554688
	Iteration 24Q: 3 clusters Score -2817448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -2817451.000000 Penalty: 5175.554688
	Iteration 25Q: 3 clusters Score -2817451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -2817462.250000 Penalty: 5175.554688
	Iteration 26Q: 3 clusters Score -2817462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -2817470.500000 Penalty: 5175.554688
	Iteration 27Q: 3 clusters Score -2817470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -2817477.250000 Penalty: 5175.554688
	Iteration 28Q: 3 clusters Score -2817477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -2817478.750000 Penalty: 5175.554688
	Iteration 29Q: 3 clusters Score -2817479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -2817489.500000 Penalty: 5175.554688
	Iteration 30Q: 3 clusters Score -2817490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -2817489.250000 Penalty: 5175.554688
	Iteration 31Q: 3 clusters Score -2817489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -2817493.000000 Penalty: 5175.554688
	Iteration 32Q: 3 clusters Score -2817493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -2817497.250000 Penalty: 5175.554688
	Iteration 33Q: 3 clusters Score -2817497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -2817496.500000 Penalty: 5175.554688
	Iteration 34Q: 3 clusters Score -2817496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -2817500.750000 Penalty: 5175.554688
	Iteration 35Q: 3 clusters Score -2817501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -2817502.250000 Penalty: 5175.554688
	Iteration 36Q: 3 clusters Score -2817502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -2817502.500000 Penalty: 5175.554688
	Iteration 37Q: 3 clusters Score -2817502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -2817504.750000 Penalty: 5175.554688
	Iteration 38Q: 3 clusters Score -2817505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -2817504.500000 Penalty: 5175.554688
	Iteration 39Q: 3 clusters Score -2817504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -2817505.500000 Penalty: 5175.554688
	Iteration 40F: 3 clusters Score -2817506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29054 members 
Mstep: Class 3 contains 17392 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19088 members 
Mstep: Class 7 contains 96219 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 844472 members 
Mstep: Class 10 contains 34419 members 
Mstep: Class 11 contains 260345 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21337 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36853 members 
Mstep: Class 16 contains 26361 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 50168 members 
Mstep: Class 19 contains 40848 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18912 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161539 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25626 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5384 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 34016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805664.000000 Penalty: 114399.593750
Iteration 199Q: 33 clusters Score -1.428057e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29053 members 
Mstep: Class 3 contains 17396 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19088 members 
Mstep: Class 7 contains 96228 members 
Mstep: Class 8 contains 16013 members 
Mstep: Class 9 contains 844464 members 
Mstep: Class 10 contains 34424 members 
Mstep: Class 11 contains 260332 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21334 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36849 members 
Mstep: Class 16 contains 26369 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 50177 members 
Mstep: Class 19 contains 40824 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18909 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161548 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25631 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5384 members 
Mstep: Class 31 contains 3456 members 
Mstep: Class 32 contains 34024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805488.000000 Penalty: 114399.593750
Iteration 200F: 33 clusters Score -1.428055e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29052 members 
Mstep: Class 3 contains 17399 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19089 members 
Mstep: Class 7 contains 96239 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 844449 members 
Mstep: Class 10 contains 34431 members 
Mstep: Class 11 contains 260309 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21329 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36844 members 
Mstep: Class 16 contains 26379 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 50187 members 
Mstep: Class 19 contains 40804 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18909 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161558 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25638 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805456.000000 Penalty: 114399.593750
Iteration 201Q: 33 clusters Score -1.428055e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29050 members 
Mstep: Class 3 contains 17402 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19093 members 
Mstep: Class 7 contains 96255 members 
Mstep: Class 8 contains 16008 members 
Mstep: Class 9 contains 844445 members 
Mstep: Class 10 contains 34439 members 
Mstep: Class 11 contains 260277 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21325 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 36839 members 
Mstep: Class 16 contains 26389 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 50190 members 
Mstep: Class 19 contains 40787 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18907 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161569 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25645 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805472.000000 Penalty: 114399.593750
Iteration 202Q: 33 clusters Score -1.428055e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29050 members 
Mstep: Class 3 contains 17406 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19095 members 
Mstep: Class 7 contains 96269 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 844440 members 
Mstep: Class 10 contains 34449 members 
Mstep: Class 11 contains 260237 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21324 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 36833 members 
Mstep: Class 16 contains 26403 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 50191 members 
Mstep: Class 19 contains 40769 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18906 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161581 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25651 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805408.000000 Penalty: 114399.593750
Iteration 203Q: 33 clusters Score -1.428054e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 17410 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19095 members 
Mstep: Class 7 contains 96282 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 844432 members 
Mstep: Class 10 contains 34461 members 
Mstep: Class 11 contains 260197 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36826 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 50200 members 
Mstep: Class 19 contains 40754 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18901 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161596 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25658 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805504.000000 Penalty: 114399.593750
Iteration 204Q: 33 clusters Score -1.428055e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19098 members 
Mstep: Class 7 contains 96294 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 844425 members 
Mstep: Class 10 contains 34466 members 
Mstep: Class 11 contains 260166 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21309 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36817 members 
Mstep: Class 16 contains 26425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 50210 members 
Mstep: Class 19 contains 40751 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18899 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161608 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25664 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805552.000000 Penalty: 114399.593750
Iteration 205Q: 33 clusters Score -1.428056e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29047 members 
Mstep: Class 3 contains 17418 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19100 members 
Mstep: Class 7 contains 96302 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 844422 members 
Mstep: Class 10 contains 34473 members 
Mstep: Class 11 contains 260144 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21299 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36805 members 
Mstep: Class 16 contains 26431 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 50217 members 
Mstep: Class 19 contains 40741 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18897 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161614 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25670 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805520.000000 Penalty: 114399.593750
Iteration 206Q: 33 clusters Score -1.428055e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19101 members 
Mstep: Class 7 contains 96311 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 844410 members 
Mstep: Class 10 contains 34482 members 
Mstep: Class 11 contains 260122 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21289 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 26440 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 50224 members 
Mstep: Class 19 contains 40733 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18897 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161622 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25677 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805584.000000 Penalty: 114399.593750
Iteration 207Q: 33 clusters Score -1.428056e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19106 members 
Mstep: Class 7 contains 96322 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 844402 members 
Mstep: Class 10 contains 34490 members 
Mstep: Class 11 contains 260099 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21283 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36783 members 
Mstep: Class 16 contains 26444 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 50229 members 
Mstep: Class 19 contains 40728 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18896 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161625 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25684 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805584.000000 Penalty: 114399.593750
Iteration 208Q: 33 clusters Score -1.428056e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19111 members 
Mstep: Class 7 contains 96325 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 844402 members 
Mstep: Class 10 contains 34493 members 
Mstep: Class 11 contains 260085 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21281 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 26447 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 50234 members 
Mstep: Class 19 contains 40723 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18895 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161624 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25688 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 114399.593750
Iteration 209Q: 33 clusters Score -1.428056e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 17446 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19113 members 
Mstep: Class 7 contains 96334 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 844393 members 
Mstep: Class 10 contains 34494 members 
Mstep: Class 11 contains 260069 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21280 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36763 members 
Mstep: Class 16 contains 26449 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 50239 members 
Mstep: Class 19 contains 40717 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18894 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 161626 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25696 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805728.000000 Penalty: 114399.593750
Iteration 210Q: 33 clusters Score -1.428057e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29047 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19114 members 
Mstep: Class 7 contains 96337 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 844385 members 
Mstep: Class 10 contains 34498 members 
Mstep: Class 11 contains 260048 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21278 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36760 members 
Mstep: Class 16 contains 26453 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 50245 members 
Mstep: Class 19 contains 40711 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18889 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161634 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25703 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805584.000000 Penalty: 114399.593750
Iteration 211Q: 33 clusters Score -1.428056e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29047 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 96345 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 844375 members 
Mstep: Class 10 contains 34501 members 
Mstep: Class 11 contains 260028 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21277 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36757 members 
Mstep: Class 16 contains 26456 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 50252 members 
Mstep: Class 19 contains 40705 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18886 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161639 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25706 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 114399.593750
Iteration 212Q: 33 clusters Score -1.428056e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 17470 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 96349 members 
Mstep: Class 8 contains 16010 members 
Mstep: Class 9 contains 844366 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 260001 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21277 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36756 members 
Mstep: Class 16 contains 26459 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 50260 members 
Mstep: Class 19 contains 40702 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18885 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161643 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25709 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805648.000000 Penalty: 114399.593750
Iteration 213Q: 33 clusters Score -1.428056e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29045 members 
Mstep: Class 3 contains 17474 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 96359 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 844359 members 
Mstep: Class 10 contains 34508 members 
Mstep: Class 11 contains 259973 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21275 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36757 members 
Mstep: Class 16 contains 26466 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 50268 members 
Mstep: Class 19 contains 40695 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18884 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161646 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25711 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805616.000000 Penalty: 114399.593750
Iteration 214Q: 33 clusters Score -1.428056e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29045 members 
Mstep: Class 3 contains 17479 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 96367 members 
Mstep: Class 8 contains 16013 members 
Mstep: Class 9 contains 844355 members 
Mstep: Class 10 contains 34509 members 
Mstep: Class 11 contains 259948 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36758 members 
Mstep: Class 16 contains 26472 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 50276 members 
Mstep: Class 19 contains 40689 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18882 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161648 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25714 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 114399.593750
Iteration 215Q: 33 clusters Score -1.428057e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 96374 members 
Mstep: Class 8 contains 16014 members 
Mstep: Class 9 contains 844344 members 
Mstep: Class 10 contains 34511 members 
Mstep: Class 11 contains 259932 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21271 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36755 members 
Mstep: Class 16 contains 26477 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 50287 members 
Mstep: Class 19 contains 40682 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18878 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161652 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25717 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805712.000000 Penalty: 114399.593750
Iteration 216Q: 33 clusters Score -1.428057e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19116 members 
Mstep: Class 7 contains 96373 members 
Mstep: Class 8 contains 16013 members 
Mstep: Class 9 contains 844353 members 
Mstep: Class 10 contains 34514 members 
Mstep: Class 11 contains 259926 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21265 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36748 members 
Mstep: Class 16 contains 26481 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 50292 members 
Mstep: Class 19 contains 40671 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18873 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161658 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25723 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805776.000000 Penalty: 114399.593750
Iteration 217Q: 33 clusters Score -1.428058e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19118 members 
Mstep: Class 7 contains 96374 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 844346 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 259927 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21256 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36741 members 
Mstep: Class 16 contains 26488 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 50293 members 
Mstep: Class 19 contains 40664 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18871 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161662 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25729 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805856.000000 Penalty: 114399.593750
Iteration 218Q: 33 clusters Score -1.428059e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19123 members 
Mstep: Class 7 contains 96378 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 844343 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 259921 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21251 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36734 members 
Mstep: Class 16 contains 26495 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 50295 members 
Mstep: Class 19 contains 40657 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18867 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161664 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25734 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805856.000000 Penalty: 114399.593750
Iteration 219Q: 33 clusters Score -1.428059e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19127 members 
Mstep: Class 7 contains 96379 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 844348 members 
Mstep: Class 10 contains 34521 members 
Mstep: Class 11 contains 259912 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 26499 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 50297 members 
Mstep: Class 19 contains 40652 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18868 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161665 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25740 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805888.000000 Penalty: 114399.593750
Iteration 220F: 33 clusters Score -1.428059e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19130 members 
Mstep: Class 7 contains 96380 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 844346 members 
Mstep: Class 10 contains 34523 members 
Mstep: Class 11 contains 259902 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36707 members 
Mstep: Class 16 contains 26504 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 50298 members 
Mstep: Class 19 contains 40654 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18869 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161665 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25752 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805936.000000 Penalty: 114399.593750
Iteration 221Q: 33 clusters Score -1.428059e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19130 members 
Mstep: Class 7 contains 96380 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 844347 members 
Mstep: Class 10 contains 34524 members 
Mstep: Class 11 contains 259900 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36685 members 
Mstep: Class 16 contains 26507 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 50298 members 
Mstep: Class 19 contains 40653 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18866 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161666 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25770 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805920.000000 Penalty: 114399.593750
Iteration 222Q: 33 clusters Score -1.428059e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29041 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19129 members 
Mstep: Class 7 contains 96379 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 844342 members 
Mstep: Class 10 contains 34526 members 
Mstep: Class 11 contains 259893 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36672 members 
Mstep: Class 16 contains 26511 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 50298 members 
Mstep: Class 19 contains 40651 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18862 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161670 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25792 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806000.000000 Penalty: 114399.593750
Iteration 223Q: 33 clusters Score -1.42806e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29041 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19134 members 
Mstep: Class 7 contains 96381 members 
Mstep: Class 8 contains 16009 members 
Mstep: Class 9 contains 844338 members 
Mstep: Class 10 contains 34527 members 
Mstep: Class 11 contains 259873 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36656 members 
Mstep: Class 16 contains 26517 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 50300 members 
Mstep: Class 19 contains 40649 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18858 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161674 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25815 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805952.000000 Penalty: 114399.593750
Iteration 224Q: 33 clusters Score -1.42806e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17491 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19137 members 
Mstep: Class 7 contains 96383 members 
Mstep: Class 8 contains 16008 members 
Mstep: Class 9 contains 844336 members 
Mstep: Class 10 contains 34527 members 
Mstep: Class 11 contains 259861 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36643 members 
Mstep: Class 16 contains 26520 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 50302 members 
Mstep: Class 19 contains 40643 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161677 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25836 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805936.000000 Penalty: 114399.593750
Iteration 225Q: 33 clusters Score -1.428059e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19138 members 
Mstep: Class 7 contains 96387 members 
Mstep: Class 8 contains 16007 members 
Mstep: Class 9 contains 844330 members 
Mstep: Class 10 contains 34529 members 
Mstep: Class 11 contains 259849 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36624 members 
Mstep: Class 16 contains 26521 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 50305 members 
Mstep: Class 19 contains 40636 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161679 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25860 members 
Mstep: Class 27 contains 8823 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5385 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806048.000000 Penalty: 114399.593750
Iteration 226Q: 33 clusters Score -1.42806e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17496 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19141 members 
Mstep: Class 7 contains 96390 members 
Mstep: Class 8 contains 16005 members 
Mstep: Class 9 contains 844329 members 
Mstep: Class 10 contains 34529 members 
Mstep: Class 11 contains 259840 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36601 members 
Mstep: Class 16 contains 26521 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 50305 members 
Mstep: Class 19 contains 40631 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18854 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161681 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25883 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5386 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 227Q: 33 clusters Score -1.428062e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17501 members 
Mstep: Class 4 contains 4431 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19138 members 
Mstep: Class 7 contains 96388 members 
Mstep: Class 8 contains 16005 members 
Mstep: Class 9 contains 844333 members 
Mstep: Class 10 contains 34528 members 
Mstep: Class 11 contains 259826 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36577 members 
Mstep: Class 16 contains 26521 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 50303 members 
Mstep: Class 19 contains 40625 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18854 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161687 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25914 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5387 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 228Q: 33 clusters Score -1.428062e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29037 members 
Mstep: Class 3 contains 17501 members 
Mstep: Class 4 contains 4432 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 19139 members 
Mstep: Class 7 contains 96391 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 844325 members 
Mstep: Class 10 contains 34525 members 
Mstep: Class 11 contains 259821 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36553 members 
Mstep: Class 16 contains 26521 members 
Mstep: Class 17 contains 2842 members 
Mstep: Class 18 contains 50303 members 
Mstep: Class 19 contains 40620 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18854 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161691 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25947 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5387 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 229Q: 33 clusters Score -1.428061e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29035 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 19140 members 
Mstep: Class 7 contains 96395 members 
Mstep: Class 8 contains 16008 members 
Mstep: Class 9 contains 844314 members 
Mstep: Class 10 contains 34525 members 
Mstep: Class 11 contains 259809 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36530 members 
Mstep: Class 16 contains 26522 members 
Mstep: Class 17 contains 2840 members 
Mstep: Class 18 contains 50305 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18854 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161692 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 25983 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 114399.593750
Iteration 230Q: 33 clusters Score -1.428061e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29036 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4435 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 19143 members 
Mstep: Class 7 contains 96400 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 844309 members 
Mstep: Class 10 contains 34524 members 
Mstep: Class 11 contains 259797 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36501 members 
Mstep: Class 16 contains 26524 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50306 members 
Mstep: Class 19 contains 40618 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161694 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26009 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5389 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806176.000000 Penalty: 114399.593750
Iteration 231Q: 33 clusters Score -1.428062e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29035 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19143 members 
Mstep: Class 7 contains 96404 members 
Mstep: Class 8 contains 16002 members 
Mstep: Class 9 contains 844309 members 
Mstep: Class 10 contains 34520 members 
Mstep: Class 11 contains 259782 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36466 members 
Mstep: Class 16 contains 26527 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50308 members 
Mstep: Class 19 contains 40617 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18852 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161701 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26041 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5393 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 232Q: 33 clusters Score -1.428061e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29032 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 19145 members 
Mstep: Class 7 contains 96406 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 844302 members 
Mstep: Class 10 contains 34520 members 
Mstep: Class 11 contains 259773 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21245 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36434 members 
Mstep: Class 16 contains 26530 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50310 members 
Mstep: Class 19 contains 40615 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18852 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161704 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26069 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5393 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 114399.593750
Iteration 233Q: 33 clusters Score -1.428063e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29030 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19146 members 
Mstep: Class 7 contains 96411 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 844298 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 259766 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36402 members 
Mstep: Class 16 contains 26532 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50311 members 
Mstep: Class 19 contains 40610 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18852 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 161707 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26101 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5395 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806384.000000 Penalty: 114399.593750
Iteration 234Q: 33 clusters Score -1.428064e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29026 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4439 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19145 members 
Mstep: Class 7 contains 96413 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 9 contains 844299 members 
Mstep: Class 10 contains 34521 members 
Mstep: Class 11 contains 259758 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36372 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50313 members 
Mstep: Class 19 contains 40604 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18850 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 161714 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26133 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5397 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806384.000000 Penalty: 114399.593750
Iteration 235Q: 33 clusters Score -1.428064e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29026 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19150 members 
Mstep: Class 7 contains 96413 members 
Mstep: Class 8 contains 15996 members 
Mstep: Class 9 contains 844298 members 
Mstep: Class 10 contains 34520 members 
Mstep: Class 11 contains 259747 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21245 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36344 members 
Mstep: Class 16 contains 26536 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50315 members 
Mstep: Class 19 contains 40600 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18851 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 161719 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26153 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5398 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806416.000000 Penalty: 114399.593750
Iteration 236Q: 33 clusters Score -1.428064e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29019 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4442 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19155 members 
Mstep: Class 7 contains 96413 members 
Mstep: Class 8 contains 15996 members 
Mstep: Class 9 contains 844301 members 
Mstep: Class 10 contains 34518 members 
Mstep: Class 11 contains 259743 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 21244 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36304 members 
Mstep: Class 16 contains 26537 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50318 members 
Mstep: Class 19 contains 40593 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18854 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20716 members 
Mstep: Class 24 contains 161724 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26184 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5401 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806464.000000 Penalty: 114399.593750
Iteration 237Q: 33 clusters Score -1.428065e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29012 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19158 members 
Mstep: Class 7 contains 96413 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 844305 members 
Mstep: Class 10 contains 34516 members 
Mstep: Class 11 contains 259735 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21244 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 36272 members 
Mstep: Class 16 contains 26540 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50322 members 
Mstep: Class 19 contains 40588 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18855 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 161725 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26215 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5405 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806432.000000 Penalty: 114399.593750
Iteration 238Q: 33 clusters Score -1.428064e+08 nChanged 116
Entering ConstructFrom: 
Score: -142806432.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -312864.687500 Penalty: 2063.350342
	Iteration 0F: 2 clusters Score -312864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -308911.875000 Penalty: 4126.700684
	Iteration 0F: 3 clusters Score -308911.9 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -309847.843750 Penalty: 4126.700684
	Iteration 1F: 3 clusters Score -309847.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -310122.843750 Penalty: 4126.700684
	Iteration 2F: 3 clusters Score -310122.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -310321.281250 Penalty: 4126.700684
	Iteration 3F: 3 clusters Score -310321.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -310484.375000 Penalty: 4126.700684
	Iteration 4Q: 3 clusters Score -310484.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -310640.343750 Penalty: 4126.700684
	Iteration 5Q: 3 clusters Score -310640.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -310768.468750 Penalty: 4126.700684
	Iteration 6Q: 3 clusters Score -310768.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -310885.531250 Penalty: 4126.700684
	Iteration 7Q: 3 clusters Score -310885.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -310964.000000 Penalty: 4126.700684
	Iteration 8Q: 3 clusters Score -310964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -311034.875000 Penalty: 4126.700684
	Iteration 9Q: 3 clusters Score -311034.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -311082.187500 Penalty: 4126.700684
	Iteration 10Q: 3 clusters Score -311082.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -311126.593750 Penalty: 4126.700684
	Iteration 11Q: 3 clusters Score -311126.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -311169.062500 Penalty: 4126.700684
	Iteration 12Q: 3 clusters Score -311169.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -311210.750000 Penalty: 4126.700684
	Iteration 13Q: 3 clusters Score -311210.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -311241.593750 Penalty: 4126.700684
	Iteration 14Q: 3 clusters Score -311241.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -311267.218750 Penalty: 4126.700684
	Iteration 15Q: 3 clusters Score -311267.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -311286.156250 Penalty: 4126.700684
	Iteration 16Q: 3 clusters Score -311286.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -311296.281250 Penalty: 4126.700684
	Iteration 17Q: 3 clusters Score -311296.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -311312.937500 Penalty: 4126.700684
	Iteration 18Q: 3 clusters Score -311312.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -311327.656250 Penalty: 4126.700684
	Iteration 19Q: 3 clusters Score -311327.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -311339.750000 Penalty: 4126.700684
	Iteration 20F: 3 clusters Score -311339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -311350.437500 Penalty: 4126.700684
	Iteration 21Q: 3 clusters Score -311350.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -311358.593750 Penalty: 4126.700684
	Iteration 22Q: 3 clusters Score -311358.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -311367.687500 Penalty: 4126.700684
	Iteration 23Q: 3 clusters Score -311367.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -311374.750000 Penalty: 4126.700684
	Iteration 24Q: 3 clusters Score -311374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -311377.031250 Penalty: 4126.700684
	Iteration 25Q: 3 clusters Score -311377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -311378.656250 Penalty: 4126.700684
	Iteration 26Q: 3 clusters Score -311378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -311381.593750 Penalty: 4126.700684
	Iteration 27Q: 3 clusters Score -311381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -311383.531250 Penalty: 4126.700684
	Iteration 28Q: 3 clusters Score -311383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -311386.500000 Penalty: 4126.700684
	Iteration 29Q: 3 clusters Score -311386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -311390.250000 Penalty: 4126.700684
	Iteration 30Q: 3 clusters Score -311390.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -311394.812500 Penalty: 4126.700684
	Iteration 31Q: 3 clusters Score -311394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -311397.062500 Penalty: 4126.700684
	Iteration 32Q: 3 clusters Score -311397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -311399.968750 Penalty: 4126.700684
	Iteration 33Q: 3 clusters Score -311400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -311400.875000 Penalty: 4126.700684
	Iteration 34Q: 3 clusters Score -311400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -311404.156250 Penalty: 4126.700684
	Iteration 35Q: 3 clusters Score -311404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -311406.781250 Penalty: 4126.700684
	Iteration 36Q: 3 clusters Score -311406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -311408.000000 Penalty: 4126.700684
	Iteration 37Q: 3 clusters Score -311408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -311408.843750 Penalty: 4126.700684
	Iteration 38Q: 3 clusters Score -311408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -311409.687500 Penalty: 4126.700684
	Iteration 39Q: 3 clusters Score -311409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -311410.312500 Penalty: 4126.700684
	Iteration 40F: 3 clusters Score -311410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Entering Unmasked Estep 
Score: -2251597.750000 Penalty: 2548.298340
	Iteration 0F: 2 clusters Score -2251598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2231713.250000 Penalty: 5096.596680
	Iteration 0F: 3 clusters Score -2231713 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2238827.750000 Penalty: 5096.596680
	Iteration 1F: 3 clusters Score -2238828 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2239305.500000 Penalty: 5096.596680
	Iteration 2F: 3 clusters Score -2239306 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2239683.250000 Penalty: 5096.596680
	Iteration 3Q: 3 clusters Score -2239683 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2240056.500000 Penalty: 5096.596680
	Iteration 4Q: 3 clusters Score -2240056 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2240464.750000 Penalty: 5096.596680
	Iteration 5Q: 3 clusters Score -2240465 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2240870 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2241342.250000 Penalty: 5096.596680
	Iteration 7Q: 3 clusters Score -2241342 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2241888.250000 Penalty: 5096.596680
	Iteration 8Q: 3 clusters Score -2241888 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2242474.000000 Penalty: 5096.596680
	Iteration 9Q: 3 clusters Score -2242474 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2243119.500000 Penalty: 5096.596680
	Iteration 10Q: 3 clusters Score -2243120 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2243907.500000 Penalty: 5096.596680
	Iteration 11Q: 3 clusters Score -2243908 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2244835.000000 Penalty: 5096.596680
	Iteration 12Q: 3 clusters Score -2244835 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2245784.500000 Penalty: 5096.596680
	Iteration 13Q: 3 clusters Score -2245784 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2246654.000000 Penalty: 5096.596680
	Iteration 14Q: 3 clusters Score -2246654 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2247237.250000 Penalty: 5096.596680
	Iteration 15Q: 3 clusters Score -2247237 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2247684.000000 Penalty: 5096.596680
	Iteration 16Q: 3 clusters Score -2247684 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2248019.250000 Penalty: 5096.596680
	Iteration 17Q: 3 clusters Score -2248019 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2248325.250000 Penalty: 5096.596680
	Iteration 18Q: 3 clusters Score -2248325 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2248578.250000 Penalty: 5096.596680
	Iteration 19Q: 3 clusters Score -2248578 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2248736.000000 Penalty: 5096.596680
	Iteration 20F: 3 clusters Score -2248736 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2248859.750000 Penalty: 5096.596680
	Iteration 21Q: 3 clusters Score -2248860 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2248937.250000 Penalty: 5096.596680
	Iteration 22Q: 3 clusters Score -2248937 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2248992.750000 Penalty: 5096.596680
	Iteration 23Q: 3 clusters Score -2248993 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2249038.250000 Penalty: 5096.596680
	Iteration 24Q: 3 clusters Score -2249038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2249054.250000 Penalty: 5096.596680
	Iteration 25Q: 3 clusters Score -2249054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2249082.000000 Penalty: 5096.596680
	Iteration 26Q: 3 clusters Score -2249082 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2249106.750000 Penalty: 5096.596680
	Iteration 27Q: 3 clusters Score -2249107 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2249122.000000 Penalty: 5096.596680
	Iteration 28Q: 3 clusters Score -2249122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2249157.250000 Penalty: 5096.596680
	Iteration 29Q: 3 clusters Score -2249157 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2249187.000000 Penalty: 5096.596680
	Iteration 30Q: 3 clusters Score -2249187 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2249212.000000 Penalty: 5096.596680
	Iteration 31Q: 3 clusters Score -2249212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2249246.250000 Penalty: 5096.596680
	Iteration 32Q: 3 clusters Score -2249246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2249265.500000 Penalty: 5096.596680
	Iteration 33Q: 3 clusters Score -2249266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2249294.750000 Penalty: 5096.596680
	Iteration 34Q: 3 clusters Score -2249295 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2249327.000000 Penalty: 5096.596680
	Iteration 35Q: 3 clusters Score -2249327 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2249330.500000 Penalty: 5096.596680
	Iteration 36Q: 3 clusters Score -2249330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2249349.000000 Penalty: 5096.596680
	Iteration 37Q: 3 clusters Score -2249349 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2249359.250000 Penalty: 5096.596680
	Iteration 38Q: 3 clusters Score -2249359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2249374.000000 Penalty: 5096.596680
	Iteration 39Q: 3 clusters Score -2249374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2249384.000000 Penalty: 5096.596680
	Iteration 40F: 3 clusters Score -2249384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2249381.750000 Penalty: 5096.596680
	Iteration 41Q: 3 clusters Score -2249382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2249393.250000 Penalty: 5096.596680
	Iteration 42Q: 3 clusters Score -2249393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2249398.750000 Penalty: 5096.596680
	Iteration 43Q: 3 clusters Score -2249399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2249396.500000 Penalty: 5096.596680
	Iteration 44Q: 3 clusters Score -2249396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2249406.750000 Penalty: 5096.596680
	Iteration 45Q: 3 clusters Score -2249407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2249404.750000 Penalty: 5096.596680
	Iteration 46Q: 3 clusters Score -2249405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2249412.500000 Penalty: 5096.596680
	Iteration 47Q: 3 clusters Score -2249412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2249414.250000 Penalty: 5096.596680
	Iteration 48Q: 3 clusters Score -2249414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2249413.500000 Penalty: 5096.596680
	Iteration 49Q: 3 clusters Score -2249414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2249414.500000 Penalty: 5096.596680
	Iteration 50Q: 3 clusters Score -2249414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2249408.500000 Penalty: 5096.596680
	Iteration 51Q: 3 clusters Score -2249408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2249412.000000 Penalty: 5096.596680
	Iteration 52Q: 3 clusters Score -2249412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2249418.000000 Penalty: 5096.596680
	Iteration 53Q: 3 clusters Score -2249418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2249414.500000 Penalty: 5096.596680
	Iteration 54Q: 3 clusters Score -2249414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2249421.250000 Penalty: 5096.596680
	Iteration 55Q: 3 clusters Score -2249421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2249420.000000 Penalty: 5096.596680
	Iteration 56Q: 3 clusters Score -2249420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2249429.500000 Penalty: 5096.596680
	Iteration 57Q: 3 clusters Score -2249430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2249431.250000 Penalty: 5096.596680
	Iteration 58Q: 3 clusters Score -2249431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2249427.000000 Penalty: 5096.596680
	Iteration 59Q: 3 clusters Score -2249427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2249429.250000 Penalty: 5096.596680
	Iteration 60F: 3 clusters Score -2249429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2249438.500000 Penalty: 5096.596680
	Iteration 61Q: 3 clusters Score -2249438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2249438.750000 Penalty: 5096.596680
	Iteration 62Q: 3 clusters Score -2249439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2249432.000000 Penalty: 5096.596680
	Iteration 63Q: 3 clusters Score -2249432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2249432.000000 Penalty: 5096.596680
	Iteration 64Q: 3 clusters Score -2249432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2249437.000000 Penalty: 5096.596680
	Iteration 65Q: 3 clusters Score -2249437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2249438.500000 Penalty: 5096.596680
	Iteration 66Q: 3 clusters Score -2249438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2249441.000000 Penalty: 5096.596680
	Iteration 67Q: 3 clusters Score -2249441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2249442.250000 Penalty: 5096.596680
	Iteration 68Q: 3 clusters Score -2249442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2249438.250000 Penalty: 5096.596680
	Iteration 69Q: 3 clusters Score -2249438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2249446.750000 Penalty: 5096.596680
	Iteration 70Q: 3 clusters Score -2249447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2249449.750000 Penalty: 5096.596680
	Iteration 71Q: 3 clusters Score -2249450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2249452.000000 Penalty: 5096.596680
	Iteration 72Q: 3 clusters Score -2249452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2249451.500000 Penalty: 5096.596680
	Iteration 73Q: 3 clusters Score -2249452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2249448.250000 Penalty: 5096.596680
	Iteration 74Q: 3 clusters Score -2249448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2249449.750000 Penalty: 5096.596680
	Iteration 75Q: 3 clusters Score -2249450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2249445.250000 Penalty: 5096.596680
	Iteration 76Q: 3 clusters Score -2249445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2249445.250000 Penalty: 5096.596680
	Iteration 77Q: 3 clusters Score -2249445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2249446.250000 Penalty: 5096.596680
	Iteration 78Q: 3 clusters Score -2249446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2249446.000000 Penalty: 5096.596680
	Iteration 79Q: 3 clusters Score -2249446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2249448.000000 Penalty: 5096.596680
	Iteration 80F: 3 clusters Score -2249448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2249445.750000 Penalty: 5096.596680
	Iteration 81Q: 3 clusters Score -2249446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2249444.000000 Penalty: 5096.596680
	Iteration 82Q: 3 clusters Score -2249444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2249447.000000 Penalty: 5096.596680
	Iteration 83Q: 3 clusters Score -2249447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2249445.500000 Penalty: 5096.596680
	Iteration 84Q: 3 clusters Score -2249446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2249444.250000 Penalty: 5096.596680
	Iteration 85Q: 3 clusters Score -2249444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2249444.500000 Penalty: 5096.596680
	Iteration 86Q: 3 clusters Score -2249444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2249447.250000 Penalty: 5096.596680
	Iteration 87Q: 3 clusters Score -2249447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2249447.250000 Penalty: 5096.596680
	Iteration 88F: 3 clusters Score -2249447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Entering Unmasked Estep 
Score: -1450363.250000 Penalty: 2422.977295
	Iteration 0F: 2 clusters Score -1450363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1437966.250000 Penalty: 4845.954590
	Iteration 0F: 3 clusters Score -1437966 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1442016.125000 Penalty: 4845.954590
	Iteration 1F: 3 clusters Score -1442016 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1442418.250000 Penalty: 4845.954590
	Iteration 2F: 3 clusters Score -1442418 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1442789.750000 Penalty: 4845.954590
	Iteration 3Q: 3 clusters Score -1442790 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1443216.500000 Penalty: 4845.954590
	Iteration 4Q: 3 clusters Score -1443216 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1443710.750000 Penalty: 4845.954590
	Iteration 5F: 3 clusters Score -1443711 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1444330.125000 Penalty: 4845.954590
	Iteration 6F: 3 clusters Score -1444330 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1445106.875000 Penalty: 4845.954590
	Iteration 7F: 3 clusters Score -1445107 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1445962.375000 Penalty: 4845.954590
	Iteration 8F: 3 clusters Score -1445962 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1446747.750000 Penalty: 4845.954590
	Iteration 9F: 3 clusters Score -1446748 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1447383.375000 Penalty: 4845.954590
	Iteration 10Q: 3 clusters Score -1447383 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1447818.625000 Penalty: 4845.954590
	Iteration 11Q: 3 clusters Score -1447819 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1448060.750000 Penalty: 4845.954590
	Iteration 12Q: 3 clusters Score -1448061 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1448185.375000 Penalty: 4845.954590
	Iteration 13Q: 3 clusters Score -1448185 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1448255.375000 Penalty: 4845.954590
	Iteration 14Q: 3 clusters Score -1448255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1448284.375000 Penalty: 4845.954590
	Iteration 15Q: 3 clusters Score -1448284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1448307.625000 Penalty: 4845.954590
	Iteration 16Q: 3 clusters Score -1448308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1448318.125000 Penalty: 4845.954590
	Iteration 17Q: 3 clusters Score -1448318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1448333.250000 Penalty: 4845.954590
	Iteration 18Q: 3 clusters Score -1448333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1448344.500000 Penalty: 4845.954590
	Iteration 19Q: 3 clusters Score -1448344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1448357.375000 Penalty: 4845.954590
	Iteration 20F: 3 clusters Score -1448357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1448368.125000 Penalty: 4845.954590
	Iteration 21Q: 3 clusters Score -1448368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1448377.250000 Penalty: 4845.954590
	Iteration 22Q: 3 clusters Score -1448377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1448385.625000 Penalty: 4845.954590
	Iteration 23Q: 3 clusters Score -1448386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1448392.250000 Penalty: 4845.954590
	Iteration 24Q: 3 clusters Score -1448392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1448398.125000 Penalty: 4845.954590
	Iteration 25Q: 3 clusters Score -1448398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1448400.750000 Penalty: 4845.954590
	Iteration 26Q: 3 clusters Score -1448401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1448403.000000 Penalty: 4845.954590
	Iteration 27Q: 3 clusters Score -1448403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1448404.500000 Penalty: 4845.954590
	Iteration 28Q: 3 clusters Score -1448404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1448403.875000 Penalty: 4845.954590
	Iteration 29Q: 3 clusters Score -1448404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1448406.125000 Penalty: 4845.954590
	Iteration 30Q: 3 clusters Score -1448406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1448410.625000 Penalty: 4845.954590
	Iteration 31Q: 3 clusters Score -1448411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1448411.125000 Penalty: 4845.954590
	Iteration 32Q: 3 clusters Score -1448411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1448412.125000 Penalty: 4845.954590
	Iteration 33Q: 3 clusters Score -1448412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1448409.625000 Penalty: 4845.954590
	Iteration 34Q: 3 clusters Score -1448410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1448409.250000 Penalty: 4845.954590
	Iteration 35Q: 3 clusters Score -1448409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1448411.500000 Penalty: 4845.954590
	Iteration 36Q: 3 clusters Score -1448412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1448412.750000 Penalty: 4845.954590
	Iteration 37Q: 3 clusters Score -1448413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1448411.000000 Penalty: 4845.954590
	Iteration 38Q: 3 clusters Score -1448411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1448413.250000 Penalty: 4845.954590
	Iteration 39Q: 3 clusters Score -1448413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1448413.250000 Penalty: 4845.954590
	Iteration 40F: 3 clusters Score -1448413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1448413.375000 Penalty: 4845.954590
	Iteration 41Q: 3 clusters Score -1448413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1448413.375000 Penalty: 4845.954590
	Iteration 42F: 3 clusters Score -1448413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -344713.093750 Penalty: 2083.028809
	Iteration 0F: 2 clusters Score -344713.1 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 2277 members 
Entering Unmasked Estep 
Score: -340500.375000 Penalty: 4166.057617
	Iteration 0F: 3 clusters Score -340500.4 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -341436.625000 Penalty: 4166.057617
	Iteration 1F: 3 clusters Score -341436.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -341648.781250 Penalty: 4166.057617
	Iteration 2F: 3 clusters Score -341648.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -341799.500000 Penalty: 4166.057617
	Iteration 3F: 3 clusters Score -341799.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -341938.906250 Penalty: 4166.057617
	Iteration 4Q: 3 clusters Score -341938.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -342080.437500 Penalty: 4166.057617
	Iteration 5Q: 3 clusters Score -342080.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -342241.750000 Penalty: 4166.057617
	Iteration 6Q: 3 clusters Score -342241.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -342435.218750 Penalty: 4166.057617
	Iteration 7Q: 3 clusters Score -342435.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -342675.812500 Penalty: 4166.057617
	Iteration 8Q: 3 clusters Score -342675.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -342946.593750 Penalty: 4166.057617
	Iteration 9Q: 3 clusters Score -342946.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -343186.031250 Penalty: 4166.057617
	Iteration 10Q: 3 clusters Score -343186 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -343377.406250 Penalty: 4166.057617
	Iteration 11Q: 3 clusters Score -343377.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -343499.468750 Penalty: 4166.057617
	Iteration 12Q: 3 clusters Score -343499.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -343587.843750 Penalty: 4166.057617
	Iteration 13Q: 3 clusters Score -343587.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -343653.093750 Penalty: 4166.057617
	Iteration 14Q: 3 clusters Score -343653.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -343709.718750 Penalty: 4166.057617
	Iteration 15Q: 3 clusters Score -343709.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -343763.625000 Penalty: 4166.057617
	Iteration 16Q: 3 clusters Score -343763.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -343830.687500 Penalty: 4166.057617
	Iteration 17Q: 3 clusters Score -343830.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -343877.468750 Penalty: 4166.057617
	Iteration 18Q: 3 clusters Score -343877.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -343912.156250 Penalty: 4166.057617
	Iteration 19Q: 3 clusters Score -343912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -343931.406250 Penalty: 4166.057617
	Iteration 20F: 3 clusters Score -343931.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -343951.375000 Penalty: 4166.057617
	Iteration 21Q: 3 clusters Score -343951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -343966.187500 Penalty: 4166.057617
	Iteration 22Q: 3 clusters Score -343966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -343976.468750 Penalty: 4166.057617
	Iteration 23Q: 3 clusters Score -343976.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -343986.843750 Penalty: 4166.057617
	Iteration 24Q: 3 clusters Score -343986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -343991.750000 Penalty: 4166.057617
	Iteration 25Q: 3 clusters Score -343991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -343997.125000 Penalty: 4166.057617
	Iteration 26Q: 3 clusters Score -343997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -343998.281250 Penalty: 4166.057617
	Iteration 27Q: 3 clusters Score -343998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -343999.187500 Penalty: 4166.057617
	Iteration 28Q: 3 clusters Score -343999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -343999.750000 Penalty: 4166.057617
	Iteration 29Q: 3 clusters Score -343999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -344000.187500 Penalty: 4166.057617
	Iteration 30Q: 3 clusters Score -344000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -344000.187500 Penalty: 4166.057617
	Iteration 31F: 3 clusters Score -344000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -519813.656250 Penalty: 2178.851562
	Iteration 0F: 2 clusters Score -519813.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -514374.000000 Penalty: 4357.703125
	Iteration 0F: 3 clusters Score -514374 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -515725.687500 Penalty: 4357.703125
	Iteration 1F: 3 clusters Score -515725.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -516016.531250 Penalty: 4357.703125
	Iteration 2F: 3 clusters Score -516016.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -516240.875000 Penalty: 4357.703125
	Iteration 3F: 3 clusters Score -516240.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -516423.718750 Penalty: 4357.703125
	Iteration 4Q: 3 clusters Score -516423.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -516578.718750 Penalty: 4357.703125
	Iteration 5Q: 3 clusters Score -516578.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -516737.156250 Penalty: 4357.703125
	Iteration 6Q: 3 clusters Score -516737.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -516870.625000 Penalty: 4357.703125
	Iteration 7Q: 3 clusters Score -516870.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -516956.281250 Penalty: 4357.703125
	Iteration 8Q: 3 clusters Score -516956.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -517029.343750 Penalty: 4357.703125
	Iteration 9Q: 3 clusters Score -517029.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -517082.781250 Penalty: 4357.703125
	Iteration 10Q: 3 clusters Score -517082.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -517116.968750 Penalty: 4357.703125
	Iteration 11Q: 3 clusters Score -517117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -517148.812500 Penalty: 4357.703125
	Iteration 12Q: 3 clusters Score -517148.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -517172.968750 Penalty: 4357.703125
	Iteration 13Q: 3 clusters Score -517173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -517186.718750 Penalty: 4357.703125
	Iteration 14Q: 3 clusters Score -517186.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -517198.593750 Penalty: 4357.703125
	Iteration 15Q: 3 clusters Score -517198.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -517210.156250 Penalty: 4357.703125
	Iteration 16Q: 3 clusters Score -517210.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517222.937500 Penalty: 4357.703125
	Iteration 17Q: 3 clusters Score -517222.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517235.656250 Penalty: 4357.703125
	Iteration 18Q: 3 clusters Score -517235.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517244.062500 Penalty: 4357.703125
	Iteration 19Q: 3 clusters Score -517244.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -517249.375000 Penalty: 4357.703125
	Iteration 20F: 3 clusters Score -517249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -517253.937500 Penalty: 4357.703125
	Iteration 21Q: 3 clusters Score -517253.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -517257.687500 Penalty: 4357.703125
	Iteration 22Q: 3 clusters Score -517257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -517259.343750 Penalty: 4357.703125
	Iteration 23Q: 3 clusters Score -517259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -517260.000000 Penalty: 4357.703125
	Iteration 24Q: 3 clusters Score -517260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -517263.406250 Penalty: 4357.703125
	Iteration 25Q: 3 clusters Score -517263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -517264.093750 Penalty: 4357.703125
	Iteration 26Q: 3 clusters Score -517264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -517264.906250 Penalty: 4357.703125
	Iteration 27Q: 3 clusters Score -517264.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -517267.031250 Penalty: 4357.703125
	Iteration 28Q: 3 clusters Score -517267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -517270.093750 Penalty: 4357.703125
	Iteration 29Q: 3 clusters Score -517270.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -517273.968750 Penalty: 4357.703125
	Iteration 30Q: 3 clusters Score -517274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -517277.156250 Penalty: 4357.703125
	Iteration 31Q: 3 clusters Score -517277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -517277.781250 Penalty: 4357.703125
	Iteration 32Q: 3 clusters Score -517277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -517280.250000 Penalty: 4357.703125
	Iteration 33Q: 3 clusters Score -517280.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517282.250000 Penalty: 4357.703125
	Iteration 34Q: 3 clusters Score -517282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -517285.375000 Penalty: 4357.703125
	Iteration 35Q: 3 clusters Score -517285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -517287.000000 Penalty: 4357.703125
	Iteration 36Q: 3 clusters Score -517287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -517288.781250 Penalty: 4357.703125
	Iteration 37Q: 3 clusters Score -517288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -517289.812500 Penalty: 4357.703125
	Iteration 38Q: 3 clusters Score -517289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -517291.156250 Penalty: 4357.703125
	Iteration 39Q: 3 clusters Score -517291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -517290.906250 Penalty: 4357.703125
	Iteration 40F: 3 clusters Score -517290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -517292.906250 Penalty: 4357.703125
	Iteration 41Q: 3 clusters Score -517292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -517293.968750 Penalty: 4357.703125
	Iteration 42Q: 3 clusters Score -517294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -517296.093750 Penalty: 4357.703125
	Iteration 43Q: 3 clusters Score -517296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517297.375000 Penalty: 4357.703125
	Iteration 44Q: 3 clusters Score -517297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -517297.968750 Penalty: 4357.703125
	Iteration 45Q: 3 clusters Score -517298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -517297.437500 Penalty: 4357.703125
	Iteration 46Q: 3 clusters Score -517297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517298.000000 Penalty: 4357.703125
	Iteration 47Q: 3 clusters Score -517298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517299.625000 Penalty: 4357.703125
	Iteration 48Q: 3 clusters Score -517299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517299.718750 Penalty: 4357.703125
	Iteration 49Q: 3 clusters Score -517299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517299.906250 Penalty: 4357.703125
	Iteration 50Q: 3 clusters Score -517299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517301.312500 Penalty: 4357.703125
	Iteration 51Q: 3 clusters Score -517301.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -517303.000000 Penalty: 4357.703125
	Iteration 52Q: 3 clusters Score -517303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -517304.156250 Penalty: 4357.703125
	Iteration 53Q: 3 clusters Score -517304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -517305.156250 Penalty: 4357.703125
	Iteration 54Q: 3 clusters Score -517305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517305.843750 Penalty: 4357.703125
	Iteration 55Q: 3 clusters Score -517305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -517305.968750 Penalty: 4357.703125
	Iteration 56Q: 3 clusters Score -517306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -517307.281250 Penalty: 4357.703125
	Iteration 57Q: 3 clusters Score -517307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -517308.218750 Penalty: 4357.703125
	Iteration 58Q: 3 clusters Score -517308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -517307.968750 Penalty: 4357.703125
	Iteration 59Q: 3 clusters Score -517308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -517309.250000 Penalty: 4357.703125
	Iteration 60F: 3 clusters Score -517309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -517311.656250 Penalty: 4357.703125
	Iteration 61Q: 3 clusters Score -517311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517312.468750 Penalty: 4357.703125
	Iteration 62Q: 3 clusters Score -517312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -517311.968750 Penalty: 4357.703125
	Iteration 63Q: 3 clusters Score -517312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -517311.968750 Penalty: 4357.703125
	Iteration 64F: 3 clusters Score -517312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -1333089.625000 Penalty: 2445.436768
	Iteration 0F: 2 clusters Score -1333090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1319587.625000 Penalty: 4890.873535
	Iteration 0F: 3 clusters Score -1319588 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1324541.750000 Penalty: 4890.873535
	Iteration 1F: 3 clusters Score -1324542 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1325124.250000 Penalty: 4890.873535
	Iteration 2F: 3 clusters Score -1325124 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1325604.750000 Penalty: 4890.873535
	Iteration 3F: 3 clusters Score -1325605 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1326011.250000 Penalty: 4890.873535
	Iteration 4Q: 3 clusters Score -1326011 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1326355.125000 Penalty: 4890.873535
	Iteration 5Q: 3 clusters Score -1326355 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1326637.625000 Penalty: 4890.873535
	Iteration 6Q: 3 clusters Score -1326638 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1326931.500000 Penalty: 4890.873535
	Iteration 7Q: 3 clusters Score -1326932 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1327260.000000 Penalty: 4890.873535
	Iteration 8Q: 3 clusters Score -1327260 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1327582.875000 Penalty: 4890.873535
	Iteration 9Q: 3 clusters Score -1327583 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1327898.125000 Penalty: 4890.873535
	Iteration 10Q: 3 clusters Score -1327898 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1328200.000000 Penalty: 4890.873535
	Iteration 11Q: 3 clusters Score -1328200 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1328474.250000 Penalty: 4890.873535
	Iteration 12Q: 3 clusters Score -1328474 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1328738.250000 Penalty: 4890.873535
	Iteration 13Q: 3 clusters Score -1328738 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1328961.250000 Penalty: 4890.873535
	Iteration 14Q: 3 clusters Score -1328961 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1329120.750000 Penalty: 4890.873535
	Iteration 15Q: 3 clusters Score -1329121 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1329227.000000 Penalty: 4890.873535
	Iteration 16Q: 3 clusters Score -1329227 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1329309.000000 Penalty: 4890.873535
	Iteration 17Q: 3 clusters Score -1329309 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1329380.250000 Penalty: 4890.873535
	Iteration 18Q: 3 clusters Score -1329380 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1329447.125000 Penalty: 4890.873535
	Iteration 19Q: 3 clusters Score -1329447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1329492.750000 Penalty: 4890.873535
	Iteration 20F: 3 clusters Score -1329493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1329523.875000 Penalty: 4890.873535
	Iteration 21Q: 3 clusters Score -1329524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1329561.000000 Penalty: 4890.873535
	Iteration 22Q: 3 clusters Score -1329561 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1329595.625000 Penalty: 4890.873535
	Iteration 23Q: 3 clusters Score -1329596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1329618.500000 Penalty: 4890.873535
	Iteration 24Q: 3 clusters Score -1329618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1329635.750000 Penalty: 4890.873535
	Iteration 25Q: 3 clusters Score -1329636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1329653.625000 Penalty: 4890.873535
	Iteration 26Q: 3 clusters Score -1329654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1329668.250000 Penalty: 4890.873535
	Iteration 27Q: 3 clusters Score -1329668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1329684.000000 Penalty: 4890.873535
	Iteration 28Q: 3 clusters Score -1329684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1329693.750000 Penalty: 4890.873535
	Iteration 29Q: 3 clusters Score -1329694 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1329715.625000 Penalty: 4890.873535
	Iteration 30Q: 3 clusters Score -1329716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1329730.750000 Penalty: 4890.873535
	Iteration 31Q: 3 clusters Score -1329731 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1329747.000000 Penalty: 4890.873535
	Iteration 32Q: 3 clusters Score -1329747 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1329767.375000 Penalty: 4890.873535
	Iteration 33Q: 3 clusters Score -1329767 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1329778.875000 Penalty: 4890.873535
	Iteration 34Q: 3 clusters Score -1329779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1329798.625000 Penalty: 4890.873535
	Iteration 35Q: 3 clusters Score -1329799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1329811.250000 Penalty: 4890.873535
	Iteration 36Q: 3 clusters Score -1329811 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1329836.000000 Penalty: 4890.873535
	Iteration 37Q: 3 clusters Score -1329836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1329865.625000 Penalty: 4890.873535
	Iteration 38Q: 3 clusters Score -1329866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1329894.750000 Penalty: 4890.873535
	Iteration 39Q: 3 clusters Score -1329895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1329913.875000 Penalty: 4890.873535
	Iteration 40F: 3 clusters Score -1329914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1329942.375000 Penalty: 4890.873535
	Iteration 41Q: 3 clusters Score -1329942 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1329971.250000 Penalty: 4890.873535
	Iteration 42Q: 3 clusters Score -1329971 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1330010.375000 Penalty: 4890.873535
	Iteration 43Q: 3 clusters Score -1330010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1330040.250000 Penalty: 4890.873535
	Iteration 44Q: 3 clusters Score -1330040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1330064.875000 Penalty: 4890.873535
	Iteration 45Q: 3 clusters Score -1330065 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1330107.500000 Penalty: 4890.873535
	Iteration 46Q: 3 clusters Score -1330108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1330153.500000 Penalty: 4890.873535
	Iteration 47Q: 3 clusters Score -1330154 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1330195.125000 Penalty: 4890.873535
	Iteration 48Q: 3 clusters Score -1330195 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1330236.625000 Penalty: 4890.873535
	Iteration 49Q: 3 clusters Score -1330237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1330277.000000 Penalty: 4890.873535
	Iteration 50Q: 3 clusters Score -1330277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1330329.500000 Penalty: 4890.873535
	Iteration 51Q: 3 clusters Score -1330330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1330380.875000 Penalty: 4890.873535
	Iteration 52Q: 3 clusters Score -1330381 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1330436.875000 Penalty: 4890.873535
	Iteration 53Q: 3 clusters Score -1330437 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1330495.875000 Penalty: 4890.873535
	Iteration 54Q: 3 clusters Score -1330496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1330552.500000 Penalty: 4890.873535
	Iteration 55Q: 3 clusters Score -1330552 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1330623.000000 Penalty: 4890.873535
	Iteration 56Q: 3 clusters Score -1330623 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1330688.375000 Penalty: 4890.873535
	Iteration 57Q: 3 clusters Score -1330688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1330734.500000 Penalty: 4890.873535
	Iteration 58Q: 3 clusters Score -1330734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1330771.000000 Penalty: 4890.873535
	Iteration 59Q: 3 clusters Score -1330771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1330808.375000 Penalty: 4890.873535
	Iteration 60F: 3 clusters Score -1330808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1330848.500000 Penalty: 4890.873535
	Iteration 61Q: 3 clusters Score -1330848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1330879.625000 Penalty: 4890.873535
	Iteration 62Q: 3 clusters Score -1330880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1330909.875000 Penalty: 4890.873535
	Iteration 63Q: 3 clusters Score -1330910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1330934.500000 Penalty: 4890.873535
	Iteration 64Q: 3 clusters Score -1330934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1330950.125000 Penalty: 4890.873535
	Iteration 65Q: 3 clusters Score -1330950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1330969.750000 Penalty: 4890.873535
	Iteration 66Q: 3 clusters Score -1330970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1330987.500000 Penalty: 4890.873535
	Iteration 67Q: 3 clusters Score -1330988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1331004.875000 Penalty: 4890.873535
	Iteration 68Q: 3 clusters Score -1331005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1331013.750000 Penalty: 4890.873535
	Iteration 69Q: 3 clusters Score -1331014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1331029.375000 Penalty: 4890.873535
	Iteration 70Q: 3 clusters Score -1331029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1331044.875000 Penalty: 4890.873535
	Iteration 71Q: 3 clusters Score -1331045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1331060.625000 Penalty: 4890.873535
	Iteration 72Q: 3 clusters Score -1331061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1331073.375000 Penalty: 4890.873535
	Iteration 73Q: 3 clusters Score -1331073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1331088.875000 Penalty: 4890.873535
	Iteration 74Q: 3 clusters Score -1331089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1331099.375000 Penalty: 4890.873535
	Iteration 75Q: 3 clusters Score -1331099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1331104.375000 Penalty: 4890.873535
	Iteration 76Q: 3 clusters Score -1331104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1331108.000000 Penalty: 4890.873535
	Iteration 77Q: 3 clusters Score -1331108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1331118.625000 Penalty: 4890.873535
	Iteration 78Q: 3 clusters Score -1331119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1331122.625000 Penalty: 4890.873535
	Iteration 79Q: 3 clusters Score -1331123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1331132.750000 Penalty: 4890.873535
	Iteration 80F: 3 clusters Score -1331133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1331141.625000 Penalty: 4890.873535
	Iteration 81Q: 3 clusters Score -1331142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1331141.625000 Penalty: 4890.873535
	Iteration 82Q: 3 clusters Score -1331142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1331141.250000 Penalty: 4890.873535
	Iteration 83Q: 3 clusters Score -1331141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1331143.750000 Penalty: 4890.873535
	Iteration 84Q: 3 clusters Score -1331144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1331147.500000 Penalty: 4890.873535
	Iteration 85Q: 3 clusters Score -1331148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1331155.250000 Penalty: 4890.873535
	Iteration 86Q: 3 clusters Score -1331155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1331159.000000 Penalty: 4890.873535
	Iteration 87Q: 3 clusters Score -1331159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1331166.375000 Penalty: 4890.873535
	Iteration 88Q: 3 clusters Score -1331166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1331166.000000 Penalty: 4890.873535
	Iteration 89Q: 3 clusters Score -1331166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1331174.625000 Penalty: 4890.873535
	Iteration 90Q: 3 clusters Score -1331175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1331174.250000 Penalty: 4890.873535
	Iteration 91Q: 3 clusters Score -1331174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1331179.625000 Penalty: 4890.873535
	Iteration 92Q: 3 clusters Score -1331180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1331183.000000 Penalty: 4890.873535
	Iteration 93Q: 3 clusters Score -1331183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1331181.500000 Penalty: 4890.873535
	Iteration 94Q: 3 clusters Score -1331182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1331185.625000 Penalty: 4890.873535
	Iteration 95Q: 3 clusters Score -1331186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1331190.750000 Penalty: 4890.873535
	Iteration 96Q: 3 clusters Score -1331191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1331190.625000 Penalty: 4890.873535
	Iteration 97Q: 3 clusters Score -1331191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1331191.750000 Penalty: 4890.873535
	Iteration 98Q: 3 clusters Score -1331192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1331194.375000 Penalty: 4890.873535
	Iteration 99Q: 3 clusters Score -1331194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1331195.125000 Penalty: 4890.873535
	Iteration 100F: 3 clusters Score -1331195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1331200.875000 Penalty: 4890.873535
	Iteration 101Q: 3 clusters Score -1331201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1331202.000000 Penalty: 4890.873535
	Iteration 102Q: 3 clusters Score -1331202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1331201.000000 Penalty: 4890.873535
	Iteration 103Q: 3 clusters Score -1331201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1331201.000000 Penalty: 4890.873535
	Iteration 104F: 3 clusters Score -1331201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Entering Unmasked Estep 
Score: -7927325.000000 Penalty: 2846.146240
	Iteration 0F: 2 clusters Score -7927325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -7863025.000000 Penalty: 5692.292480
	Iteration 0F: 3 clusters Score -7863025 nChanged 45547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -7888751.000000 Penalty: 5692.292480
	Iteration 1F: 3 clusters Score -7888751 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -7889814.000000 Penalty: 5692.292480
	Iteration 2Q: 3 clusters Score -7889814 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -7891311.000000 Penalty: 5692.292480
	Iteration 3Q: 3 clusters Score -7891311 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -7893406.500000 Penalty: 5692.292480
	Iteration 4Q: 3 clusters Score -7893406 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -7896756.500000 Penalty: 5692.292480
	Iteration 5F: 3 clusters Score -7896756 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -7901570.500000 Penalty: 5692.292480
	Iteration 6F: 3 clusters Score -7901570 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -7907940.000000 Penalty: 5692.292480
	Iteration 7F: 3 clusters Score -7907940 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -7914334.000000 Penalty: 5692.292480
	Iteration 8F: 3 clusters Score -7914334 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -7918593.500000 Penalty: 5692.292480
	Iteration 9F: 3 clusters Score -7918594 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -7920470.500000 Penalty: 5692.292480
	Iteration 10Q: 3 clusters Score -7920470 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -7921329.000000 Penalty: 5692.292480
	Iteration 11Q: 3 clusters Score -7921329 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -7921863.500000 Penalty: 5692.292480
	Iteration 12Q: 3 clusters Score -7921864 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -7922214.000000 Penalty: 5692.292480
	Iteration 13Q: 3 clusters Score -7922214 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -7922528.000000 Penalty: 5692.292480
	Iteration 14Q: 3 clusters Score -7922528 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -7922865.500000 Penalty: 5692.292480
	Iteration 15Q: 3 clusters Score -7922866 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -7923083.500000 Penalty: 5692.292480
	Iteration 16Q: 3 clusters Score -7923084 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -7923251.000000 Penalty: 5692.292480
	Iteration 17Q: 3 clusters Score -7923251 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 84969 members 
Entering Unmasked Estep 
Score: -7923430.500000 Penalty: 5692.292480
	Iteration 18Q: 3 clusters Score -7923430 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -7923559.000000 Penalty: 5692.292480
	Iteration 19Q: 3 clusters Score -7923559 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -7923748.500000 Penalty: 5692.292480
	Iteration 20F: 3 clusters Score -7923748 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 86664 members 
Entering Unmasked Estep 
Score: -7923860.000000 Penalty: 5692.292480
	Iteration 21Q: 3 clusters Score -7923860 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -7923987.500000 Penalty: 5692.292480
	Iteration 22Q: 3 clusters Score -7923988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 87667 members 
Entering Unmasked Estep 
Score: -7924102.000000 Penalty: 5692.292480
	Iteration 23Q: 3 clusters Score -7924102 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -7924208.000000 Penalty: 5692.292480
	Iteration 24Q: 3 clusters Score -7924208 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -7924293.500000 Penalty: 5692.292480
	Iteration 25Q: 3 clusters Score -7924294 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -7924398.500000 Penalty: 5692.292480
	Iteration 26Q: 3 clusters Score -7924398 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 89282 members 
Entering Unmasked Estep 
Score: -7924466.000000 Penalty: 5692.292480
	Iteration 27Q: 3 clusters Score -7924466 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -7924531.500000 Penalty: 5692.292480
	Iteration 28Q: 3 clusters Score -7924532 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -7924584.500000 Penalty: 5692.292480
	Iteration 29Q: 3 clusters Score -7924584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 90165 members 
Entering Unmasked Estep 
Score: -7924650.500000 Penalty: 5692.292480
	Iteration 30Q: 3 clusters Score -7924650 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -7924716.000000 Penalty: 5692.292480
	Iteration 31Q: 3 clusters Score -7924716 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -7924776.000000 Penalty: 5692.292480
	Iteration 32Q: 3 clusters Score -7924776 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -7924832.000000 Penalty: 5692.292480
	Iteration 33Q: 3 clusters Score -7924832 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 91189 members 
Entering Unmasked Estep 
Score: -7924889.000000 Penalty: 5692.292480
	Iteration 34Q: 3 clusters Score -7924889 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -7924964.500000 Penalty: 5692.292480
	Iteration 35Q: 3 clusters Score -7924964 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -7925005.500000 Penalty: 5692.292480
	Iteration 36Q: 3 clusters Score -7925006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 91837 members 
Entering Unmasked Estep 
Score: -7925035.500000 Penalty: 5692.292480
	Iteration 37Q: 3 clusters Score -7925036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -7925064.000000 Penalty: 5692.292480
	Iteration 38Q: 3 clusters Score -7925064 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -7925104.000000 Penalty: 5692.292480
	Iteration 39Q: 3 clusters Score -7925104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -7925137.500000 Penalty: 5692.292480
	Iteration 40F: 3 clusters Score -7925138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -7925173.500000 Penalty: 5692.292480
	Iteration 41Q: 3 clusters Score -7925174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -7925211.000000 Penalty: 5692.292480
	Iteration 42Q: 3 clusters Score -7925211 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 92736 members 
Entering Unmasked Estep 
Score: -7925233.000000 Penalty: 5692.292480
	Iteration 43Q: 3 clusters Score -7925233 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -7925252.000000 Penalty: 5692.292480
	Iteration 44Q: 3 clusters Score -7925252 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -7925303.000000 Penalty: 5692.292480
	Iteration 45Q: 3 clusters Score -7925303 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -7925323.500000 Penalty: 5692.292480
	Iteration 46Q: 3 clusters Score -7925324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -7925334.500000 Penalty: 5692.292480
	Iteration 47Q: 3 clusters Score -7925334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -7925355.500000 Penalty: 5692.292480
	Iteration 48Q: 3 clusters Score -7925356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -7925378.000000 Penalty: 5692.292480
	Iteration 49Q: 3 clusters Score -7925378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -7925391.000000 Penalty: 5692.292480
	Iteration 50Q: 3 clusters Score -7925391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 93448 members 
Entering Unmasked Estep 
Score: -7925386.000000 Penalty: 5692.292480
	Iteration 51Q: 3 clusters Score -7925386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -7925399.000000 Penalty: 5692.292480
	Iteration 52Q: 3 clusters Score -7925399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -7925419.500000 Penalty: 5692.292480
	Iteration 53Q: 3 clusters Score -7925420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -7925424.000000 Penalty: 5692.292480
	Iteration 54Q: 3 clusters Score -7925424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -7925436.500000 Penalty: 5692.292480
	Iteration 55Q: 3 clusters Score -7925436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -7925440.500000 Penalty: 5692.292480
	Iteration 56Q: 3 clusters Score -7925440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -7925452.500000 Penalty: 5692.292480
	Iteration 57Q: 3 clusters Score -7925452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 93756 members 
Entering Unmasked Estep 
Score: -7925460.000000 Penalty: 5692.292480
	Iteration 58Q: 3 clusters Score -7925460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -7925463.000000 Penalty: 5692.292480
	Iteration 59Q: 3 clusters Score -7925463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -7925466.000000 Penalty: 5692.292480
	Iteration 60F: 3 clusters Score -7925466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 93811 members 
Entering Unmasked Estep 
Score: -7925465.000000 Penalty: 5692.292480
	Iteration 61Q: 3 clusters Score -7925465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -7925468.500000 Penalty: 5692.292480
	Iteration 62Q: 3 clusters Score -7925468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -7925467.000000 Penalty: 5692.292480
	Iteration 63Q: 3 clusters Score -7925467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -7925465.000000 Penalty: 5692.292480
	Iteration 64Q: 3 clusters Score -7925465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -7925451.500000 Penalty: 5692.292480
	Iteration 65Q: 3 clusters Score -7925452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -7925463.500000 Penalty: 5692.292480
	Iteration 66Q: 3 clusters Score -7925464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -7925478.500000 Penalty: 5692.292480
	Iteration 67Q: 3 clusters Score -7925478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -7925486.000000 Penalty: 5692.292480
	Iteration 68Q: 3 clusters Score -7925486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 93950 members 
Entering Unmasked Estep 
Score: -7925481.000000 Penalty: 5692.292480
	Iteration 69Q: 3 clusters Score -7925481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -7925485.000000 Penalty: 5692.292480
	Iteration 70Q: 3 clusters Score -7925485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -7925485.500000 Penalty: 5692.292480
	Iteration 71Q: 3 clusters Score -7925486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 93999 members 
Entering Unmasked Estep 
Score: -7925496.000000 Penalty: 5692.292480
	Iteration 72Q: 3 clusters Score -7925496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 94012 members 
Entering Unmasked Estep 
Score: -7925487.000000 Penalty: 5692.292480
	Iteration 73Q: 3 clusters Score -7925487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 94032 members 
Entering Unmasked Estep 
Score: -7925485.500000 Penalty: 5692.292480
	Iteration 74Q: 3 clusters Score -7925486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -7925495.000000 Penalty: 5692.292480
	Iteration 75Q: 3 clusters Score -7925495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -7925502.500000 Penalty: 5692.292480
	Iteration 76Q: 3 clusters Score -7925502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -7925497.000000 Penalty: 5692.292480
	Iteration 77Q: 3 clusters Score -7925497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -7925495.000000 Penalty: 5692.292480
	Iteration 78Q: 3 clusters Score -7925495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -7925508.000000 Penalty: 5692.292480
	Iteration 79Q: 3 clusters Score -7925508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 94083 members 
Entering Unmasked Estep 
Score: -7925511.000000 Penalty: 5692.292480
	Iteration 80F: 3 clusters Score -7925511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -7925505.000000 Penalty: 5692.292480
	Iteration 81Q: 3 clusters Score -7925505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -7925507.000000 Penalty: 5692.292480
	Iteration 82Q: 3 clusters Score -7925507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -7925502.000000 Penalty: 5692.292480
	Iteration 83Q: 3 clusters Score -7925502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -7925506.500000 Penalty: 5692.292480
	Iteration 84Q: 3 clusters Score -7925506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -7925502.500000 Penalty: 5692.292480
	Iteration 85Q: 3 clusters Score -7925502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -7925502.500000 Penalty: 5692.292480
	Iteration 86F: 3 clusters Score -7925502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1289374.750000 Penalty: 2400.616943
	Iteration 0F: 2 clusters Score -1289375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1277953.250000 Penalty: 4801.233887
	Iteration 0F: 3 clusters Score -1277953 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1281496.125000 Penalty: 4801.233887
	Iteration 1F: 3 clusters Score -1281496 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1281832.625000 Penalty: 4801.233887
	Iteration 2F: 3 clusters Score -1281833 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1282094.125000 Penalty: 4801.233887
	Iteration 3Q: 3 clusters Score -1282094 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1282303.750000 Penalty: 4801.233887
	Iteration 4Q: 3 clusters Score -1282304 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1282486.875000 Penalty: 4801.233887
	Iteration 5Q: 3 clusters Score -1282487 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1282633.750000 Penalty: 4801.233887
	Iteration 6Q: 3 clusters Score -1282634 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1282768.000000 Penalty: 4801.233887
	Iteration 7Q: 3 clusters Score -1282768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1282915.375000 Penalty: 4801.233887
	Iteration 8Q: 3 clusters Score -1282915 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1283066.875000 Penalty: 4801.233887
	Iteration 9Q: 3 clusters Score -1283067 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1283245.500000 Penalty: 4801.233887
	Iteration 10Q: 3 clusters Score -1283246 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1283454.125000 Penalty: 4801.233887
	Iteration 11Q: 3 clusters Score -1283454 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1283700.000000 Penalty: 4801.233887
	Iteration 12Q: 3 clusters Score -1283700 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1283985.750000 Penalty: 4801.233887
	Iteration 13Q: 3 clusters Score -1283986 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1284324.625000 Penalty: 4801.233887
	Iteration 14Q: 3 clusters Score -1284325 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1284706.875000 Penalty: 4801.233887
	Iteration 15Q: 3 clusters Score -1284707 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1285164.625000 Penalty: 4801.233887
	Iteration 16Q: 3 clusters Score -1285165 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1285670.500000 Penalty: 4801.233887
	Iteration 17Q: 3 clusters Score -1285670 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1286103.375000 Penalty: 4801.233887
	Iteration 18Q: 3 clusters Score -1286103 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1286482.875000 Penalty: 4801.233887
	Iteration 19Q: 3 clusters Score -1286483 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1286741.875000 Penalty: 4801.233887
	Iteration 20F: 3 clusters Score -1286742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1286930.500000 Penalty: 4801.233887
	Iteration 21Q: 3 clusters Score -1286930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1287071.000000 Penalty: 4801.233887
	Iteration 22Q: 3 clusters Score -1287071 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1287145.000000 Penalty: 4801.233887
	Iteration 23Q: 3 clusters Score -1287145 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1287194.250000 Penalty: 4801.233887
	Iteration 24Q: 3 clusters Score -1287194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1287243.500000 Penalty: 4801.233887
	Iteration 25Q: 3 clusters Score -1287244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1287279.875000 Penalty: 4801.233887
	Iteration 26Q: 3 clusters Score -1287280 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1287304.375000 Penalty: 4801.233887
	Iteration 27Q: 3 clusters Score -1287304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1287322.375000 Penalty: 4801.233887
	Iteration 28Q: 3 clusters Score -1287322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1287343.125000 Penalty: 4801.233887
	Iteration 29Q: 3 clusters Score -1287343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1287356.125000 Penalty: 4801.233887
	Iteration 30Q: 3 clusters Score -1287356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1287365.125000 Penalty: 4801.233887
	Iteration 31Q: 3 clusters Score -1287365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1287369.250000 Penalty: 4801.233887
	Iteration 32Q: 3 clusters Score -1287369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1287376.250000 Penalty: 4801.233887
	Iteration 33Q: 3 clusters Score -1287376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1287378.500000 Penalty: 4801.233887
	Iteration 34Q: 3 clusters Score -1287378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1287384.750000 Penalty: 4801.233887
	Iteration 35Q: 3 clusters Score -1287385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1287388.625000 Penalty: 4801.233887
	Iteration 36Q: 3 clusters Score -1287389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1287392.250000 Penalty: 4801.233887
	Iteration 37Q: 3 clusters Score -1287392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1287395.750000 Penalty: 4801.233887
	Iteration 38Q: 3 clusters Score -1287396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1287397.125000 Penalty: 4801.233887
	Iteration 39Q: 3 clusters Score -1287397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1287397.000000 Penalty: 4801.233887
	Iteration 40F: 3 clusters Score -1287397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1287400.625000 Penalty: 4801.233887
	Iteration 41Q: 3 clusters Score -1287401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1287401.375000 Penalty: 4801.233887
	Iteration 42Q: 3 clusters Score -1287401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1287403.125000 Penalty: 4801.233887
	Iteration 43Q: 3 clusters Score -1287403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1287402.500000 Penalty: 4801.233887
	Iteration 44Q: 3 clusters Score -1287402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1287404.250000 Penalty: 4801.233887
	Iteration 45Q: 3 clusters Score -1287404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1287406.125000 Penalty: 4801.233887
	Iteration 46Q: 3 clusters Score -1287406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1287406.125000 Penalty: 4801.233887
	Iteration 47F: 3 clusters Score -1287406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844308 members 
Entering Unmasked Estep 
Score: -68177048.000000 Penalty: 3384.275635
	Iteration 0F: 2 clusters Score -6.817705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422532 members 
Mstep: Class 2 contains 421776 members 
Entering Unmasked Estep 
Score: -67612616.000000 Penalty: 6768.551270
	Iteration 0F: 3 clusters Score -6.761262e+07 nChanged 414512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440282 members 
Mstep: Class 2 contains 404026 members 
Entering Unmasked Estep 
Score: -67865672.000000 Penalty: 6768.551270
	Iteration 1F: 3 clusters Score -6.786567e+07 nChanged 22546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454912 members 
Mstep: Class 2 contains 389396 members 
Entering Unmasked Estep 
Score: -67870200.000000 Penalty: 6768.551270
	Iteration 2Q: 3 clusters Score -6.78702e+07 nChanged 29967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478177 members 
Mstep: Class 2 contains 366131 members 
Entering Unmasked Estep 
Score: -67878560.000000 Penalty: 6768.551270
	Iteration 3Q: 3 clusters Score -6.787856e+07 nChanged 41284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513879 members 
Mstep: Class 2 contains 330429 members 
Entering Unmasked Estep 
Score: -67897128.000000 Penalty: 6768.551270
	Iteration 4Q: 3 clusters Score -6.789713e+07 nChanged 56273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565650 members 
Mstep: Class 2 contains 278658 members 
Entering Unmasked Estep 
Score: -67929264.000000 Penalty: 6768.551270
	Iteration 5F: 3 clusters Score -6.792926e+07 nChanged 69709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632639 members 
Mstep: Class 2 contains 211669 members 
Entering Unmasked Estep 
Score: -67980800.000000 Penalty: 6768.551270
	Iteration 6F: 3 clusters Score -6.79808e+07 nChanged 75127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706552 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -68046000.000000 Penalty: 6768.551270
	Iteration 7F: 3 clusters Score -6.8046e+07 nChanged 64344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770596 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -68105960.000000 Penalty: 6768.551270
	Iteration 8F: 3 clusters Score -6.810596e+07 nChanged 41766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812332 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -68146208.000000 Penalty: 6768.551270
	Iteration 9Q: 3 clusters Score -6.814621e+07 nChanged 20423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832753 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -68164312.000000 Penalty: 6768.551270
	Iteration 10Q: 3 clusters Score -6.816431e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840491 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -68170840.000000 Penalty: 6768.551270
	Iteration 11Q: 3 clusters Score -6.817084e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842968 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -68172824.000000 Penalty: 6768.551270
	Iteration 12Q: 3 clusters Score -6.817282e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843687 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68173424.000000 Penalty: 6768.551270
	Iteration 13Q: 3 clusters Score -6.817342e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843887 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68173688.000000 Penalty: 6768.551270
	Iteration 14Q: 3 clusters Score -6.817369e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843949 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68173840.000000 Penalty: 6768.551270
	Iteration 15Q: 3 clusters Score -6.817384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843970 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68173936.000000 Penalty: 6768.551270
	Iteration 16Q: 3 clusters Score -6.817394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843979 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68173984.000000 Penalty: 6768.551270
	Iteration 17Q: 3 clusters Score -6.817398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843993 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68174016.000000 Penalty: 6768.551270
	Iteration 18Q: 3 clusters Score -6.817402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843992 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68173992.000000 Penalty: 6768.551270
	Iteration 19Q: 3 clusters Score -6.817399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843999 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68174064.000000 Penalty: 6768.551270
	Iteration 20F: 3 clusters Score -6.817406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844004 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68174064.000000 Penalty: 6768.551270
	Iteration 21Q: 3 clusters Score -6.817406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844007 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68174088.000000 Penalty: 6768.551270
	Iteration 22Q: 3 clusters Score -6.817409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844008 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68174096.000000 Penalty: 6768.551270
	Iteration 23Q: 3 clusters Score -6.81741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844012 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68174104.000000 Penalty: 6768.551270
	Iteration 24Q: 3 clusters Score -6.81741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844015 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68174104.000000 Penalty: 6768.551270
	Iteration 25Q: 3 clusters Score -6.81741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844020 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68174112.000000 Penalty: 6768.551270
	Iteration 26Q: 3 clusters Score -6.817411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844022 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68174096.000000 Penalty: 6768.551270
	Iteration 27Q: 3 clusters Score -6.81741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844020 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68174136.000000 Penalty: 6768.551270
	Iteration 28Q: 3 clusters Score -6.817414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844020 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68174136.000000 Penalty: 6768.551270
	Iteration 29F: 3 clusters Score -6.817414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Entering Unmasked Estep 
Score: -2826754.250000 Penalty: 2591.403320
	Iteration 0F: 2 clusters Score -2826754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2803289.750000 Penalty: 5182.806641
	Iteration 0F: 3 clusters Score -2803290 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2811816.750000 Penalty: 5182.806641
	Iteration 1F: 3 clusters Score -2811817 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2812423.000000 Penalty: 5182.806641
	Iteration 2Q: 3 clusters Score -2812423 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2813088.750000 Penalty: 5182.806641
	Iteration 3Q: 3 clusters Score -2813089 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2813981.250000 Penalty: 5182.806641
	Iteration 4Q: 3 clusters Score -2813981 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2815105.000000 Penalty: 5182.806641
	Iteration 5F: 3 clusters Score -2815105 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2816422.750000 Penalty: 5182.806641
	Iteration 6F: 3 clusters Score -2816423 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2818082.750000 Penalty: 5182.806641
	Iteration 7F: 3 clusters Score -2818083 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2819850.000000 Penalty: 5182.806641
	Iteration 8F: 3 clusters Score -2819850 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2821274.750000 Penalty: 5182.806641
	Iteration 9Q: 3 clusters Score -2821275 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2822267.250000 Penalty: 5182.806641
	Iteration 10Q: 3 clusters Score -2822267 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2822928.750000 Penalty: 5182.806641
	Iteration 11Q: 3 clusters Score -2822929 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2823362.500000 Penalty: 5182.806641
	Iteration 12Q: 3 clusters Score -2823362 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2823703.000000 Penalty: 5182.806641
	Iteration 13Q: 3 clusters Score -2823703 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2823901.000000 Penalty: 5182.806641
	Iteration 14Q: 3 clusters Score -2823901 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2824058.750000 Penalty: 5182.806641
	Iteration 15Q: 3 clusters Score -2824059 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2824192.750000 Penalty: 5182.806641
	Iteration 16Q: 3 clusters Score -2824193 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2824293.500000 Penalty: 5182.806641
	Iteration 17Q: 3 clusters Score -2824294 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2824352.750000 Penalty: 5182.806641
	Iteration 18Q: 3 clusters Score -2824353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2824413.500000 Penalty: 5182.806641
	Iteration 19Q: 3 clusters Score -2824414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2824448.750000 Penalty: 5182.806641
	Iteration 20F: 3 clusters Score -2824449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2824482.750000 Penalty: 5182.806641
	Iteration 21Q: 3 clusters Score -2824483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2824504.750000 Penalty: 5182.806641
	Iteration 22Q: 3 clusters Score -2824505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2824522.250000 Penalty: 5182.806641
	Iteration 23Q: 3 clusters Score -2824522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2824536.000000 Penalty: 5182.806641
	Iteration 24Q: 3 clusters Score -2824536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2824556.750000 Penalty: 5182.806641
	Iteration 25Q: 3 clusters Score -2824557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2824568.000000 Penalty: 5182.806641
	Iteration 26Q: 3 clusters Score -2824568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2824577.000000 Penalty: 5182.806641
	Iteration 27Q: 3 clusters Score -2824577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2824587.250000 Penalty: 5182.806641
	Iteration 28Q: 3 clusters Score -2824587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2824587.500000 Penalty: 5182.806641
	Iteration 29Q: 3 clusters Score -2824588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2824589.750000 Penalty: 5182.806641
	Iteration 30Q: 3 clusters Score -2824590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2824590.000000 Penalty: 5182.806641
	Iteration 31Q: 3 clusters Score -2824590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2824597.750000 Penalty: 5182.806641
	Iteration 32Q: 3 clusters Score -2824598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2824605.750000 Penalty: 5182.806641
	Iteration 33Q: 3 clusters Score -2824606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2824601.250000 Penalty: 5182.806641
	Iteration 34Q: 3 clusters Score -2824601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2824601.750000 Penalty: 5182.806641
	Iteration 35Q: 3 clusters Score -2824602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2824599.500000 Penalty: 5182.806641
	Iteration 36Q: 3 clusters Score -2824600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2824599.750000 Penalty: 5182.806641
	Iteration 37Q: 3 clusters Score -2824600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2824600.500000 Penalty: 5182.806641
	Iteration 38Q: 3 clusters Score -2824600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2824600.500000 Penalty: 5182.806641
	Iteration 39F: 3 clusters Score -2824600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (259724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259724 members 
Entering Unmasked Estep 
Score: -20979932.000000 Penalty: 3091.908936
	Iteration 0F: 2 clusters Score -2.097993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 129573 members 
Entering Unmasked Estep 
Score: -20805406.000000 Penalty: 6183.817871
	Iteration 0F: 3 clusters Score -2.080541e+07 nChanged 125204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133823 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -20878988.000000 Penalty: 6183.817871
	Iteration 1F: 3 clusters Score -2.087899e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -20880034.000000 Penalty: 6183.817871
	Iteration 2Q: 3 clusters Score -2.088003e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140390 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -20881628.000000 Penalty: 6183.817871
	Iteration 3Q: 3 clusters Score -2.088163e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146745 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -20884212.000000 Penalty: 6183.817871
	Iteration 4Q: 3 clusters Score -2.088421e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156497 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -20888524.000000 Penalty: 6183.817871
	Iteration 5Q: 3 clusters Score -2.088852e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171113 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -20897234.000000 Penalty: 6183.817871
	Iteration 6F: 3 clusters Score -2.089723e+07 nChanged 20433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191168 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -20912606.000000 Penalty: 6183.817871
	Iteration 7F: 3 clusters Score -2.091261e+07 nChanged 23833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214823 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -20934398.000000 Penalty: 6183.817871
	Iteration 8F: 3 clusters Score -2.09344e+07 nChanged 21388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236141 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -20955936.000000 Penalty: 6183.817871
	Iteration 9F: 3 clusters Score -2.095594e+07 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249281 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -20969244.000000 Penalty: 6183.817871
	Iteration 10F: 3 clusters Score -2.096924e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254781 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -20974452.000000 Penalty: 6183.817871
	Iteration 11Q: 3 clusters Score -2.097445e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256725 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -20976252.000000 Penalty: 6183.817871
	Iteration 12Q: 3 clusters Score -2.097625e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257517 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20976864.000000 Penalty: 6183.817871
	Iteration 13Q: 3 clusters Score -2.097686e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257880 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20977176.000000 Penalty: 6183.817871
	Iteration 14Q: 3 clusters Score -2.097718e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258105 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20977342.000000 Penalty: 6183.817871
	Iteration 15Q: 3 clusters Score -2.097734e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258235 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20977426.000000 Penalty: 6183.817871
	Iteration 16Q: 3 clusters Score -2.097743e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258309 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20977464.000000 Penalty: 6183.817871
	Iteration 17Q: 3 clusters Score -2.097746e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258362 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20977506.000000 Penalty: 6183.817871
	Iteration 18Q: 3 clusters Score -2.097751e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258406 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20977564.000000 Penalty: 6183.817871
	Iteration 19Q: 3 clusters Score -2.097756e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258442 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20977608.000000 Penalty: 6183.817871
	Iteration 20F: 3 clusters Score -2.097761e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258464 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20977654.000000 Penalty: 6183.817871
	Iteration 21Q: 3 clusters Score -2.097765e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258479 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20977646.000000 Penalty: 6183.817871
	Iteration 22Q: 3 clusters Score -2.097765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258495 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20977670.000000 Penalty: 6183.817871
	Iteration 23Q: 3 clusters Score -2.097767e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258493 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20977678.000000 Penalty: 6183.817871
	Iteration 24Q: 3 clusters Score -2.097768e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258504 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20977704.000000 Penalty: 6183.817871
	Iteration 25Q: 3 clusters Score -2.09777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258509 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20977696.000000 Penalty: 6183.817871
	Iteration 26Q: 3 clusters Score -2.09777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258514 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20977706.000000 Penalty: 6183.817871
	Iteration 27Q: 3 clusters Score -2.097771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258521 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20977698.000000 Penalty: 6183.817871
	Iteration 28Q: 3 clusters Score -2.09777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258529 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20977696.000000 Penalty: 6183.817871
	Iteration 29Q: 3 clusters Score -2.09777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258531 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -20977704.000000 Penalty: 6183.817871
	Iteration 30Q: 3 clusters Score -2.09777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258533 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20977710.000000 Penalty: 6183.817871
	Iteration 31Q: 3 clusters Score -2.097771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258536 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -20977702.000000 Penalty: 6183.817871
	Iteration 32Q: 3 clusters Score -2.09777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258537 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20977722.000000 Penalty: 6183.817871
	Iteration 33Q: 3 clusters Score -2.097772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258537 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20977718.000000 Penalty: 6183.817871
	Iteration 34Q: 3 clusters Score -2.097772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258537 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20977718.000000 Penalty: 6183.817871
	Iteration 35F: 3 clusters Score -2.097772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -381239.468750 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -381239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -376770.625000 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -376770.6 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -377811.625000 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -377811.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -377995.843750 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -377995.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -378105.093750 Penalty: 4218.640625
	Iteration 3Q: 3 clusters Score -378105.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -378206.625000 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -378206.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -378308.468750 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -378308.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -378429.937500 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -378429.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -378587.218750 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -378587.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -378815.656250 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -378815.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -379091.062500 Penalty: 4218.640625
	Iteration 9F: 3 clusters Score -379091.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -379389.781250 Penalty: 4218.640625
	Iteration 10F: 3 clusters Score -379389.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -379614.125000 Penalty: 4218.640625
	Iteration 11F: 3 clusters Score -379614.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -379758.250000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -379758.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -379851.718750 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -379851.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -379897.250000 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -379897.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -379933.750000 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -379933.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -379960.625000 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -379960.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -379980.281250 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -379980.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -379990.125000 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -379990.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -379995.468750 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -379995.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -380000.437500 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -380000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -380002.375000 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -380002.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -380005.406250 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -380005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -380009.531250 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -380009.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -380012.343750 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -380012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -380015.406250 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -380015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -380016.250000 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -380016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -380016.750000 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -380016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -380018.062500 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -380018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -380018.843750 Penalty: 4218.640625
	Iteration 29Q: 3 clusters Score -380018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -380018.843750 Penalty: 4218.640625
	Iteration 30F: 3 clusters Score -380018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Entering Unmasked Estep 
Score: -1660097.375000 Penalty: 2471.018066
	Iteration 0F: 2 clusters Score -1660097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1645274.125000 Penalty: 4942.036133
	Iteration 0F: 3 clusters Score -1645274 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1650333.375000 Penalty: 4942.036133
	Iteration 1F: 3 clusters Score -1650333 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1650814.500000 Penalty: 4942.036133
	Iteration 2F: 3 clusters Score -1650814 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1651242.250000 Penalty: 4942.036133
	Iteration 3Q: 3 clusters Score -1651242 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1651716.250000 Penalty: 4942.036133
	Iteration 4Q: 3 clusters Score -1651716 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1652283.750000 Penalty: 4942.036133
	Iteration 5F: 3 clusters Score -1652284 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1653047.250000 Penalty: 4942.036133
	Iteration 6F: 3 clusters Score -1653047 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1653935.875000 Penalty: 4942.036133
	Iteration 7F: 3 clusters Score -1653936 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1654881.125000 Penalty: 4942.036133
	Iteration 8F: 3 clusters Score -1654881 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1655763.250000 Penalty: 4942.036133
	Iteration 9F: 3 clusters Score -1655763 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1656480.625000 Penalty: 4942.036133
	Iteration 10Q: 3 clusters Score -1656481 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1657004.000000 Penalty: 4942.036133
	Iteration 11Q: 3 clusters Score -1657004 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1657384.625000 Penalty: 4942.036133
	Iteration 12Q: 3 clusters Score -1657385 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1657664.500000 Penalty: 4942.036133
	Iteration 13Q: 3 clusters Score -1657664 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1657820.500000 Penalty: 4942.036133
	Iteration 14Q: 3 clusters Score -1657820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1657934.250000 Penalty: 4942.036133
	Iteration 15Q: 3 clusters Score -1657934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1658018.375000 Penalty: 4942.036133
	Iteration 16Q: 3 clusters Score -1658018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1658078.500000 Penalty: 4942.036133
	Iteration 17Q: 3 clusters Score -1658078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1658118.625000 Penalty: 4942.036133
	Iteration 18Q: 3 clusters Score -1658119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1658155.750000 Penalty: 4942.036133
	Iteration 19Q: 3 clusters Score -1658156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1658184.750000 Penalty: 4942.036133
	Iteration 20F: 3 clusters Score -1658185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1658208.000000 Penalty: 4942.036133
	Iteration 21Q: 3 clusters Score -1658208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1658221.500000 Penalty: 4942.036133
	Iteration 22Q: 3 clusters Score -1658222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1658232.000000 Penalty: 4942.036133
	Iteration 23Q: 3 clusters Score -1658232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1658244.250000 Penalty: 4942.036133
	Iteration 24Q: 3 clusters Score -1658244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1658249.500000 Penalty: 4942.036133
	Iteration 25Q: 3 clusters Score -1658250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1658253.375000 Penalty: 4942.036133
	Iteration 26Q: 3 clusters Score -1658253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1658257.125000 Penalty: 4942.036133
	Iteration 27Q: 3 clusters Score -1658257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1658257.000000 Penalty: 4942.036133
	Iteration 28Q: 3 clusters Score -1658257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1658257.000000 Penalty: 4942.036133
	Iteration 29F: 3 clusters Score -1658257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Entering Unmasked Estep 
Score: -669657.125000 Penalty: 2246.702637
	Iteration 0F: 2 clusters Score -669657.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -662866.812500 Penalty: 4493.405273
	Iteration 0F: 3 clusters Score -662866.8 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -664809.375000 Penalty: 4493.405273
	Iteration 1F: 3 clusters Score -664809.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -665086.750000 Penalty: 4493.405273
	Iteration 2F: 3 clusters Score -665086.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -665278.312500 Penalty: 4493.405273
	Iteration 3Q: 3 clusters Score -665278.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -665439.687500 Penalty: 4493.405273
	Iteration 4Q: 3 clusters Score -665439.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -665593.500000 Penalty: 4493.405273
	Iteration 5Q: 3 clusters Score -665593.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -665724.750000 Penalty: 4493.405273
	Iteration 6Q: 3 clusters Score -665724.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -665837.125000 Penalty: 4493.405273
	Iteration 7Q: 3 clusters Score -665837.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -665937.562500 Penalty: 4493.405273
	Iteration 8Q: 3 clusters Score -665937.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -666057.375000 Penalty: 4493.405273
	Iteration 9Q: 3 clusters Score -666057.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -666161.687500 Penalty: 4493.405273
	Iteration 10Q: 3 clusters Score -666161.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -666257.625000 Penalty: 4493.405273
	Iteration 11Q: 3 clusters Score -666257.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -666337.125000 Penalty: 4493.405273
	Iteration 12Q: 3 clusters Score -666337.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -666423.125000 Penalty: 4493.405273
	Iteration 13Q: 3 clusters Score -666423.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -666507.312500 Penalty: 4493.405273
	Iteration 14Q: 3 clusters Score -666507.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -666594.812500 Penalty: 4493.405273
	Iteration 15Q: 3 clusters Score -666594.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -666695.187500 Penalty: 4493.405273
	Iteration 16Q: 3 clusters Score -666695.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -666805.062500 Penalty: 4493.405273
	Iteration 17Q: 3 clusters Score -666805.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -666919.500000 Penalty: 4493.405273
	Iteration 18Q: 3 clusters Score -666919.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -667018.187500 Penalty: 4493.405273
	Iteration 19Q: 3 clusters Score -667018.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -667109.937500 Penalty: 4493.405273
	Iteration 20F: 3 clusters Score -667109.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -667191.625000 Penalty: 4493.405273
	Iteration 21Q: 3 clusters Score -667191.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -667274.375000 Penalty: 4493.405273
	Iteration 22Q: 3 clusters Score -667274.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -667359.312500 Penalty: 4493.405273
	Iteration 23Q: 3 clusters Score -667359.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -667430.937500 Penalty: 4493.405273
	Iteration 24Q: 3 clusters Score -667430.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -667485.687500 Penalty: 4493.405273
	Iteration 25Q: 3 clusters Score -667485.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -667527.375000 Penalty: 4493.405273
	Iteration 26Q: 3 clusters Score -667527.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -667569.250000 Penalty: 4493.405273
	Iteration 27Q: 3 clusters Score -667569.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -667607.500000 Penalty: 4493.405273
	Iteration 28Q: 3 clusters Score -667607.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -667636.687500 Penalty: 4493.405273
	Iteration 29Q: 3 clusters Score -667636.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -667662.812500 Penalty: 4493.405273
	Iteration 30Q: 3 clusters Score -667662.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -667683.812500 Penalty: 4493.405273
	Iteration 31Q: 3 clusters Score -667683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -667693.750000 Penalty: 4493.405273
	Iteration 32Q: 3 clusters Score -667693.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -667699.812500 Penalty: 4493.405273
	Iteration 33Q: 3 clusters Score -667699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -667707.187500 Penalty: 4493.405273
	Iteration 34Q: 3 clusters Score -667707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -667714.187500 Penalty: 4493.405273
	Iteration 35Q: 3 clusters Score -667714.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -667722.562500 Penalty: 4493.405273
	Iteration 36Q: 3 clusters Score -667722.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -667726.562500 Penalty: 4493.405273
	Iteration 37Q: 3 clusters Score -667726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -667731.375000 Penalty: 4493.405273
	Iteration 38Q: 3 clusters Score -667731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -667735.750000 Penalty: 4493.405273
	Iteration 39Q: 3 clusters Score -667735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -667742.062500 Penalty: 4493.405273
	Iteration 40F: 3 clusters Score -667742.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -667747.437500 Penalty: 4493.405273
	Iteration 41Q: 3 clusters Score -667747.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -667750.812500 Penalty: 4493.405273
	Iteration 42Q: 3 clusters Score -667750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -667754.437500 Penalty: 4493.405273
	Iteration 43Q: 3 clusters Score -667754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -667758.375000 Penalty: 4493.405273
	Iteration 44Q: 3 clusters Score -667758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -667765.000000 Penalty: 4493.405273
	Iteration 45Q: 3 clusters Score -667765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -667772.687500 Penalty: 4493.405273
	Iteration 46Q: 3 clusters Score -667772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -667785.375000 Penalty: 4493.405273
	Iteration 47Q: 3 clusters Score -667785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -667795.500000 Penalty: 4493.405273
	Iteration 48Q: 3 clusters Score -667795.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -667806.812500 Penalty: 4493.405273
	Iteration 49Q: 3 clusters Score -667806.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -667833.062500 Penalty: 4493.405273
	Iteration 50Q: 3 clusters Score -667833.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -667853.437500 Penalty: 4493.405273
	Iteration 51Q: 3 clusters Score -667853.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -667872.437500 Penalty: 4493.405273
	Iteration 52Q: 3 clusters Score -667872.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -667885.250000 Penalty: 4493.405273
	Iteration 53Q: 3 clusters Score -667885.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -667898.812500 Penalty: 4493.405273
	Iteration 54Q: 3 clusters Score -667898.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -667912.875000 Penalty: 4493.405273
	Iteration 55Q: 3 clusters Score -667912.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -667920.437500 Penalty: 4493.405273
	Iteration 56Q: 3 clusters Score -667920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -667925.937500 Penalty: 4493.405273
	Iteration 57Q: 3 clusters Score -667925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -667930.812500 Penalty: 4493.405273
	Iteration 58Q: 3 clusters Score -667930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -667933.687500 Penalty: 4493.405273
	Iteration 59Q: 3 clusters Score -667933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -667932.625000 Penalty: 4493.405273
	Iteration 60F: 3 clusters Score -667932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -667934.750000 Penalty: 4493.405273
	Iteration 61Q: 3 clusters Score -667934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -667934.687500 Penalty: 4493.405273
	Iteration 62Q: 3 clusters Score -667934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -667935.750000 Penalty: 4493.405273
	Iteration 63Q: 3 clusters Score -667935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -667938.187500 Penalty: 4493.405273
	Iteration 64Q: 3 clusters Score -667938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -667938.250000 Penalty: 4493.405273
	Iteration 65Q: 3 clusters Score -667938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -667938.187500 Penalty: 4493.405273
	Iteration 66Q: 3 clusters Score -667938.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -667938.187500 Penalty: 4493.405273
	Iteration 67F: 3 clusters Score -667938.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Entering Unmasked Estep 
Score: -2820501.750000 Penalty: 2603.394775
	Iteration 0F: 2 clusters Score -2820502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2795732.750000 Penalty: 5206.789551
	Iteration 0F: 3 clusters Score -2795733 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2805281.750000 Penalty: 5206.789551
	Iteration 1F: 3 clusters Score -2805282 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2806131.000000 Penalty: 5206.789551
	Iteration 2F: 3 clusters Score -2806131 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2807194.750000 Penalty: 5206.789551
	Iteration 3F: 3 clusters Score -2807195 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2808429.250000 Penalty: 5206.789551
	Iteration 4F: 3 clusters Score -2808429 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2810110.000000 Penalty: 5206.789551
	Iteration 5F: 3 clusters Score -2810110 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2811969.500000 Penalty: 5206.789551
	Iteration 6F: 3 clusters Score -2811970 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2813571.500000 Penalty: 5206.789551
	Iteration 7F: 3 clusters Score -2813572 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2814664.750000 Penalty: 5206.789551
	Iteration 8F: 3 clusters Score -2814665 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2815220.250000 Penalty: 5206.789551
	Iteration 9Q: 3 clusters Score -2815220 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2815495.000000 Penalty: 5206.789551
	Iteration 10Q: 3 clusters Score -2815495 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2815701.500000 Penalty: 5206.789551
	Iteration 11Q: 3 clusters Score -2815702 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2815849.500000 Penalty: 5206.789551
	Iteration 12Q: 3 clusters Score -2815850 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2815992.250000 Penalty: 5206.789551
	Iteration 13Q: 3 clusters Score -2815992 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2816128.250000 Penalty: 5206.789551
	Iteration 14Q: 3 clusters Score -2816128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2816312.000000 Penalty: 5206.789551
	Iteration 15Q: 3 clusters Score -2816312 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2816449.000000 Penalty: 5206.789551
	Iteration 16Q: 3 clusters Score -2816449 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2816597.250000 Penalty: 5206.789551
	Iteration 17Q: 3 clusters Score -2816597 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2816721.500000 Penalty: 5206.789551
	Iteration 18Q: 3 clusters Score -2816722 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2816869.250000 Penalty: 5206.789551
	Iteration 19Q: 3 clusters Score -2816869 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2816972.500000 Penalty: 5206.789551
	Iteration 20F: 3 clusters Score -2816972 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2817083.750000 Penalty: 5206.789551
	Iteration 21Q: 3 clusters Score -2817084 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2817179.000000 Penalty: 5206.789551
	Iteration 22Q: 3 clusters Score -2817179 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2817266.750000 Penalty: 5206.789551
	Iteration 23Q: 3 clusters Score -2817267 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2817345.500000 Penalty: 5206.789551
	Iteration 24Q: 3 clusters Score -2817346 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2817440.750000 Penalty: 5206.789551
	Iteration 25Q: 3 clusters Score -2817441 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2817535.000000 Penalty: 5206.789551
	Iteration 26Q: 3 clusters Score -2817535 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2817621.500000 Penalty: 5206.789551
	Iteration 27Q: 3 clusters Score -2817622 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2817710.000000 Penalty: 5206.789551
	Iteration 28Q: 3 clusters Score -2817710 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2817798.500000 Penalty: 5206.789551
	Iteration 29Q: 3 clusters Score -2817798 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2817907.750000 Penalty: 5206.789551
	Iteration 30Q: 3 clusters Score -2817908 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2818004.250000 Penalty: 5206.789551
	Iteration 31Q: 3 clusters Score -2818004 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2818083.000000 Penalty: 5206.789551
	Iteration 32Q: 3 clusters Score -2818083 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2818160.500000 Penalty: 5206.789551
	Iteration 33Q: 3 clusters Score -2818160 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2818268.750000 Penalty: 5206.789551
	Iteration 34Q: 3 clusters Score -2818269 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2818367.000000 Penalty: 5206.789551
	Iteration 35Q: 3 clusters Score -2818367 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2818477.500000 Penalty: 5206.789551
	Iteration 36Q: 3 clusters Score -2818478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2818559.500000 Penalty: 5206.789551
	Iteration 37Q: 3 clusters Score -2818560 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2818676.250000 Penalty: 5206.789551
	Iteration 38Q: 3 clusters Score -2818676 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2818817.250000 Penalty: 5206.789551
	Iteration 39Q: 3 clusters Score -2818817 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2818950.250000 Penalty: 5206.789551
	Iteration 40F: 3 clusters Score -2818950 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2819053.000000 Penalty: 5206.789551
	Iteration 41Q: 3 clusters Score -2819053 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2819186.500000 Penalty: 5206.789551
	Iteration 42Q: 3 clusters Score -2819186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2819275.500000 Penalty: 5206.789551
	Iteration 43Q: 3 clusters Score -2819276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2819386.500000 Penalty: 5206.789551
	Iteration 44Q: 3 clusters Score -2819386 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2819491.250000 Penalty: 5206.789551
	Iteration 45Q: 3 clusters Score -2819491 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2819581.500000 Penalty: 5206.789551
	Iteration 46Q: 3 clusters Score -2819582 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2819678.000000 Penalty: 5206.789551
	Iteration 47Q: 3 clusters Score -2819678 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2819768.500000 Penalty: 5206.789551
	Iteration 48Q: 3 clusters Score -2819768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2819842.000000 Penalty: 5206.789551
	Iteration 49Q: 3 clusters Score -2819842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2819898.500000 Penalty: 5206.789551
	Iteration 50Q: 3 clusters Score -2819898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2819947.250000 Penalty: 5206.789551
	Iteration 51Q: 3 clusters Score -2819947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2819967.000000 Penalty: 5206.789551
	Iteration 52Q: 3 clusters Score -2819967 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2819979.000000 Penalty: 5206.789551
	Iteration 53Q: 3 clusters Score -2819979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2819991.500000 Penalty: 5206.789551
	Iteration 54Q: 3 clusters Score -2819992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2819986.250000 Penalty: 5206.789551
	Iteration 55Q: 3 clusters Score -2819986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2819993.000000 Penalty: 5206.789551
	Iteration 56Q: 3 clusters Score -2819993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2820009.000000 Penalty: 5206.789551
	Iteration 57Q: 3 clusters Score -2820009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2820014.500000 Penalty: 5206.789551
	Iteration 58Q: 3 clusters Score -2820014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2820018.750000 Penalty: 5206.789551
	Iteration 59Q: 3 clusters Score -2820019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2820020.000000 Penalty: 5206.789551
	Iteration 60F: 3 clusters Score -2820020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2820029.750000 Penalty: 5206.789551
	Iteration 61Q: 3 clusters Score -2820030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2820031.250000 Penalty: 5206.789551
	Iteration 62Q: 3 clusters Score -2820031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2820031.750000 Penalty: 5206.789551
	Iteration 63Q: 3 clusters Score -2820032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2820042.500000 Penalty: 5206.789551
	Iteration 64Q: 3 clusters Score -2820042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2820042.250000 Penalty: 5206.789551
	Iteration 65Q: 3 clusters Score -2820042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2820049.500000 Penalty: 5206.789551
	Iteration 66Q: 3 clusters Score -2820050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2820052.000000 Penalty: 5206.789551
	Iteration 67Q: 3 clusters Score -2820052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2820055.250000 Penalty: 5206.789551
	Iteration 68Q: 3 clusters Score -2820055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2820054.250000 Penalty: 5206.789551
	Iteration 69Q: 3 clusters Score -2820054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2820055.750000 Penalty: 5206.789551
	Iteration 70Q: 3 clusters Score -2820056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2820056.750000 Penalty: 5206.789551
	Iteration 71Q: 3 clusters Score -2820057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2820059.750000 Penalty: 5206.789551
	Iteration 72Q: 3 clusters Score -2820060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2820059.000000 Penalty: 5206.789551
	Iteration 73Q: 3 clusters Score -2820059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2820058.500000 Penalty: 5206.789551
	Iteration 74Q: 3 clusters Score -2820058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2820064.500000 Penalty: 5206.789551
	Iteration 75Q: 3 clusters Score -2820064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2820064.500000 Penalty: 5206.789551
	Iteration 76F: 3 clusters Score -2820064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Entering Unmasked Estep 
Score: -2207178.500000 Penalty: 2526.266602
	Iteration 0F: 2 clusters Score -2207178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2188998.500000 Penalty: 5052.533203
	Iteration 0F: 3 clusters Score -2188998 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2195394.250000 Penalty: 5052.533203
	Iteration 1F: 3 clusters Score -2195394 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2195775.500000 Penalty: 5052.533203
	Iteration 2Q: 3 clusters Score -2195776 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2196106.750000 Penalty: 5052.533203
	Iteration 3Q: 3 clusters Score -2196107 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2196465.500000 Penalty: 5052.533203
	Iteration 4Q: 3 clusters Score -2196466 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2196858.500000 Penalty: 5052.533203
	Iteration 5Q: 3 clusters Score -2196858 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2197368.000000 Penalty: 5052.533203
	Iteration 6Q: 3 clusters Score -2197368 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2198051.000000 Penalty: 5052.533203
	Iteration 7Q: 3 clusters Score -2198051 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2198989.000000 Penalty: 5052.533203
	Iteration 8F: 3 clusters Score -2198989 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2200191.000000 Penalty: 5052.533203
	Iteration 9F: 3 clusters Score -2200191 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2201491.750000 Penalty: 5052.533203
	Iteration 10F: 3 clusters Score -2201492 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2202562.250000 Penalty: 5052.533203
	Iteration 11Q: 3 clusters Score -2202562 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2203365.000000 Penalty: 5052.533203
	Iteration 12Q: 3 clusters Score -2203365 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2203877.750000 Penalty: 5052.533203
	Iteration 13Q: 3 clusters Score -2203878 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2204181.250000 Penalty: 5052.533203
	Iteration 14Q: 3 clusters Score -2204181 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -2204373.000000 Penalty: 5052.533203
	Iteration 15Q: 3 clusters Score -2204373 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2204520.750000 Penalty: 5052.533203
	Iteration 16Q: 3 clusters Score -2204521 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -2204602.500000 Penalty: 5052.533203
	Iteration 17Q: 3 clusters Score -2204602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2204682.000000 Penalty: 5052.533203
	Iteration 18Q: 3 clusters Score -2204682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2204738.000000 Penalty: 5052.533203
	Iteration 19Q: 3 clusters Score -2204738 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2204783.000000 Penalty: 5052.533203
	Iteration 20F: 3 clusters Score -2204783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -2204826.000000 Penalty: 5052.533203
	Iteration 21Q: 3 clusters Score -2204826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2204861.000000 Penalty: 5052.533203
	Iteration 22Q: 3 clusters Score -2204861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2204891.750000 Penalty: 5052.533203
	Iteration 23Q: 3 clusters Score -2204892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -2204913.250000 Penalty: 5052.533203
	Iteration 24Q: 3 clusters Score -2204913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -2204937.000000 Penalty: 5052.533203
	Iteration 25Q: 3 clusters Score -2204937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2204944.750000 Penalty: 5052.533203
	Iteration 26Q: 3 clusters Score -2204945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2204965.000000 Penalty: 5052.533203
	Iteration 27Q: 3 clusters Score -2204965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -2204979.000000 Penalty: 5052.533203
	Iteration 28Q: 3 clusters Score -2204979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2204994.500000 Penalty: 5052.533203
	Iteration 29Q: 3 clusters Score -2204994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -2205002.750000 Penalty: 5052.533203
	Iteration 30Q: 3 clusters Score -2205003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -2205007.500000 Penalty: 5052.533203
	Iteration 31Q: 3 clusters Score -2205008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -2205010.500000 Penalty: 5052.533203
	Iteration 32Q: 3 clusters Score -2205010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -2205012.000000 Penalty: 5052.533203
	Iteration 33Q: 3 clusters Score -2205012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2205013.750000 Penalty: 5052.533203
	Iteration 34Q: 3 clusters Score -2205014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -2205016.750000 Penalty: 5052.533203
	Iteration 35Q: 3 clusters Score -2205017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2205017.250000 Penalty: 5052.533203
	Iteration 36Q: 3 clusters Score -2205017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2205019.750000 Penalty: 5052.533203
	Iteration 37Q: 3 clusters Score -2205020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2205020.750000 Penalty: 5052.533203
	Iteration 38Q: 3 clusters Score -2205021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2205020.750000 Penalty: 5052.533203
	Iteration 39F: 3 clusters Score -2205021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -212577.531250 Penalty: 1971.899414
	Iteration 0F: 2 clusters Score -212577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -209491.484375 Penalty: 3943.798828
	Iteration 0F: 3 clusters Score -209491.5 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -210104.796875 Penalty: 3943.798828
	Iteration 1F: 3 clusters Score -210104.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -210250.000000 Penalty: 3943.798828
	Iteration 2F: 3 clusters Score -210250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210338.890625 Penalty: 3943.798828
	Iteration 3Q: 3 clusters Score -210338.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -210436.859375 Penalty: 3943.798828
	Iteration 4Q: 3 clusters Score -210436.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -210556.968750 Penalty: 3943.798828
	Iteration 5Q: 3 clusters Score -210557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -210681.875000 Penalty: 3943.798828
	Iteration 6Q: 3 clusters Score -210681.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -210792.500000 Penalty: 3943.798828
	Iteration 7Q: 3 clusters Score -210792.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -210882.734375 Penalty: 3943.798828
	Iteration 8Q: 3 clusters Score -210882.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210955.875000 Penalty: 3943.798828
	Iteration 9Q: 3 clusters Score -210955.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -211013.937500 Penalty: 3943.798828
	Iteration 10Q: 3 clusters Score -211013.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211059.953125 Penalty: 3943.798828
	Iteration 11Q: 3 clusters Score -211060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211109.500000 Penalty: 3943.798828
	Iteration 12Q: 3 clusters Score -211109.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -211149.031250 Penalty: 3943.798828
	Iteration 13Q: 3 clusters Score -211149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -211194.453125 Penalty: 3943.798828
	Iteration 14Q: 3 clusters Score -211194.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211236.171875 Penalty: 3943.798828
	Iteration 15Q: 3 clusters Score -211236.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211291.062500 Penalty: 3943.798828
	Iteration 16Q: 3 clusters Score -211291.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -211342.140625 Penalty: 3943.798828
	Iteration 17Q: 3 clusters Score -211342.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -211381.125000 Penalty: 3943.798828
	Iteration 18Q: 3 clusters Score -211381.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211406.281250 Penalty: 3943.798828
	Iteration 19Q: 3 clusters Score -211406.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -211429.687500 Penalty: 3943.798828
	Iteration 20F: 3 clusters Score -211429.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211448.375000 Penalty: 3943.798828
	Iteration 21Q: 3 clusters Score -211448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -211459.453125 Penalty: 3943.798828
	Iteration 22Q: 3 clusters Score -211459.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -211465.093750 Penalty: 3943.798828
	Iteration 23Q: 3 clusters Score -211465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -211468.734375 Penalty: 3943.798828
	Iteration 24Q: 3 clusters Score -211468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -211476.046875 Penalty: 3943.798828
	Iteration 25Q: 3 clusters Score -211476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -211480.828125 Penalty: 3943.798828
	Iteration 26Q: 3 clusters Score -211480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -211483.796875 Penalty: 3943.798828
	Iteration 27Q: 3 clusters Score -211483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211484.156250 Penalty: 3943.798828
	Iteration 28Q: 3 clusters Score -211484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -211485.500000 Penalty: 3943.798828
	Iteration 29Q: 3 clusters Score -211485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -211486.734375 Penalty: 3943.798828
	Iteration 30Q: 3 clusters Score -211486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -211486.734375 Penalty: 3943.798828
	Iteration 31F: 3 clusters Score -211486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Entering Unmasked Estep 
Score: -4144240.250000 Penalty: 2684.911865
	Iteration 0F: 2 clusters Score -4144240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4110333.000000 Penalty: 5369.823730
	Iteration 0F: 3 clusters Score -4110333 nChanged 23280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -4123030.000000 Penalty: 5369.823730
	Iteration 1F: 3 clusters Score -4123030 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -4123562.000000 Penalty: 5369.823730
	Iteration 2Q: 3 clusters Score -4123562 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -4124087.500000 Penalty: 5369.823730
	Iteration 3Q: 3 clusters Score -4124088 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4124575.750000 Penalty: 5369.823730
	Iteration 4Q: 3 clusters Score -4124576 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4125149.500000 Penalty: 5369.823730
	Iteration 5Q: 3 clusters Score -4125150 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -4125820.000000 Penalty: 5369.823730
	Iteration 6Q: 3 clusters Score -4125820 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -4126542.750000 Penalty: 5369.823730
	Iteration 7Q: 3 clusters Score -4126543 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4127456.750000 Penalty: 5369.823730
	Iteration 8Q: 3 clusters Score -4127457 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4128560.000000 Penalty: 5369.823730
	Iteration 9Q: 3 clusters Score -4128560 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4129983.000000 Penalty: 5369.823730
	Iteration 10Q: 3 clusters Score -4129983 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4131487.500000 Penalty: 5369.823730
	Iteration 11F: 3 clusters Score -4131488 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -4133014.000000 Penalty: 5369.823730
	Iteration 12F: 3 clusters Score -4133014 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4134192.000000 Penalty: 5369.823730
	Iteration 13Q: 3 clusters Score -4134192 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4134865.250000 Penalty: 5369.823730
	Iteration 14Q: 3 clusters Score -4134865 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4135215.000000 Penalty: 5369.823730
	Iteration 15Q: 3 clusters Score -4135215 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4135446.000000 Penalty: 5369.823730
	Iteration 16Q: 3 clusters Score -4135446 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4135574.500000 Penalty: 5369.823730
	Iteration 17Q: 3 clusters Score -4135574 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4135733.750000 Penalty: 5369.823730
	Iteration 18Q: 3 clusters Score -4135734 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4135845.000000 Penalty: 5369.823730
	Iteration 19Q: 3 clusters Score -4135845 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4135995.000000 Penalty: 5369.823730
	Iteration 20F: 3 clusters Score -4135995 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -4136110.000000 Penalty: 5369.823730
	Iteration 21Q: 3 clusters Score -4136110 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4136298.250000 Penalty: 5369.823730
	Iteration 22Q: 3 clusters Score -4136298 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4136435.250000 Penalty: 5369.823730
	Iteration 23Q: 3 clusters Score -4136435 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4136558.250000 Penalty: 5369.823730
	Iteration 24Q: 3 clusters Score -4136558 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4136764.500000 Penalty: 5369.823730
	Iteration 25Q: 3 clusters Score -4136764 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4136924.250000 Penalty: 5369.823730
	Iteration 26Q: 3 clusters Score -4136924 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4137087.500000 Penalty: 5369.823730
	Iteration 27Q: 3 clusters Score -4137088 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4137279.250000 Penalty: 5369.823730
	Iteration 28Q: 3 clusters Score -4137279 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4137514.750000 Penalty: 5369.823730
	Iteration 29Q: 3 clusters Score -4137515 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4137787.750000 Penalty: 5369.823730
	Iteration 30Q: 3 clusters Score -4137788 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4138039.250000 Penalty: 5369.823730
	Iteration 31Q: 3 clusters Score -4138039 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4138334.000000 Penalty: 5369.823730
	Iteration 32Q: 3 clusters Score -4138334 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -4138623.750000 Penalty: 5369.823730
	Iteration 33Q: 3 clusters Score -4138624 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4138916.000000 Penalty: 5369.823730
	Iteration 34Q: 3 clusters Score -4138916 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4139239.250000 Penalty: 5369.823730
	Iteration 35Q: 3 clusters Score -4139239 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4139576.750000 Penalty: 5369.823730
	Iteration 36Q: 3 clusters Score -4139577 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -4139877.750000 Penalty: 5369.823730
	Iteration 37Q: 3 clusters Score -4139878 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4140170.250000 Penalty: 5369.823730
	Iteration 38Q: 3 clusters Score -4140170 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4140503.250000 Penalty: 5369.823730
	Iteration 39Q: 3 clusters Score -4140503 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4140772.250000 Penalty: 5369.823730
	Iteration 40F: 3 clusters Score -4140772 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4140989.750000 Penalty: 5369.823730
	Iteration 41Q: 3 clusters Score -4140990 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4141171.250000 Penalty: 5369.823730
	Iteration 42Q: 3 clusters Score -4141171 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4141294.250000 Penalty: 5369.823730
	Iteration 43Q: 3 clusters Score -4141294 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4141427.000000 Penalty: 5369.823730
	Iteration 44Q: 3 clusters Score -4141427 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4141536.000000 Penalty: 5369.823730
	Iteration 45Q: 3 clusters Score -4141536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4141615.000000 Penalty: 5369.823730
	Iteration 46Q: 3 clusters Score -4141615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4141674.500000 Penalty: 5369.823730
	Iteration 47Q: 3 clusters Score -4141674 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4141734.250000 Penalty: 5369.823730
	Iteration 48Q: 3 clusters Score -4141734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4141772.000000 Penalty: 5369.823730
	Iteration 49Q: 3 clusters Score -4141772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4141803.000000 Penalty: 5369.823730
	Iteration 50Q: 3 clusters Score -4141803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4141821.500000 Penalty: 5369.823730
	Iteration 51Q: 3 clusters Score -4141822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4141833.750000 Penalty: 5369.823730
	Iteration 52Q: 3 clusters Score -4141834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4141842.750000 Penalty: 5369.823730
	Iteration 53Q: 3 clusters Score -4141843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4141852.500000 Penalty: 5369.823730
	Iteration 54Q: 3 clusters Score -4141852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4141856.500000 Penalty: 5369.823730
	Iteration 55Q: 3 clusters Score -4141856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4141876.250000 Penalty: 5369.823730
	Iteration 56Q: 3 clusters Score -4141876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4141885.500000 Penalty: 5369.823730
	Iteration 57Q: 3 clusters Score -4141886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4141894.750000 Penalty: 5369.823730
	Iteration 58Q: 3 clusters Score -4141895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4141896.000000 Penalty: 5369.823730
	Iteration 59Q: 3 clusters Score -4141896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4141901.750000 Penalty: 5369.823730
	Iteration 60F: 3 clusters Score -4141902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4141914.000000 Penalty: 5369.823730
	Iteration 61Q: 3 clusters Score -4141914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4141915.000000 Penalty: 5369.823730
	Iteration 62Q: 3 clusters Score -4141915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4141919.750000 Penalty: 5369.823730
	Iteration 63Q: 3 clusters Score -4141920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4141924.000000 Penalty: 5369.823730
	Iteration 64Q: 3 clusters Score -4141924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4141924.250000 Penalty: 5369.823730
	Iteration 65Q: 3 clusters Score -4141924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4141924.250000 Penalty: 5369.823730
	Iteration 66F: 3 clusters Score -4141924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Entering Unmasked Estep 
Score: -3187452.750000 Penalty: 2631.529541
	Iteration 0F: 2 clusters Score -3187453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3159952.500000 Penalty: 5263.059082
	Iteration 0F: 3 clusters Score -3159952 nChanged 18523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3170074.500000 Penalty: 5263.059082
	Iteration 1F: 3 clusters Score -3170074 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3170634.750000 Penalty: 5263.059082
	Iteration 2Q: 3 clusters Score -3170635 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3171145.250000 Penalty: 5263.059082
	Iteration 3Q: 3 clusters Score -3171145 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3171853.750000 Penalty: 5263.059082
	Iteration 4Q: 3 clusters Score -3171854 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3172700.000000 Penalty: 5263.059082
	Iteration 5Q: 3 clusters Score -3172700 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3173808.500000 Penalty: 5263.059082
	Iteration 6Q: 3 clusters Score -3173808 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3175291.500000 Penalty: 5263.059082
	Iteration 7F: 3 clusters Score -3175292 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3177046.000000 Penalty: 5263.059082
	Iteration 8F: 3 clusters Score -3177046 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3178845.500000 Penalty: 5263.059082
	Iteration 9F: 3 clusters Score -3178846 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3180465.750000 Penalty: 5263.059082
	Iteration 10F: 3 clusters Score -3180466 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3181783.250000 Penalty: 5263.059082
	Iteration 11Q: 3 clusters Score -3181783 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3182774.250000 Penalty: 5263.059082
	Iteration 12Q: 3 clusters Score -3182774 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3183547.000000 Penalty: 5263.059082
	Iteration 13Q: 3 clusters Score -3183547 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3184082.250000 Penalty: 5263.059082
	Iteration 14Q: 3 clusters Score -3184082 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3184471.000000 Penalty: 5263.059082
	Iteration 15Q: 3 clusters Score -3184471 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3184723.750000 Penalty: 5263.059082
	Iteration 16Q: 3 clusters Score -3184724 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3184855.500000 Penalty: 5263.059082
	Iteration 17Q: 3 clusters Score -3184856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3184951.750000 Penalty: 5263.059082
	Iteration 18Q: 3 clusters Score -3184952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3185008.250000 Penalty: 5263.059082
	Iteration 19Q: 3 clusters Score -3185008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3185049.500000 Penalty: 5263.059082
	Iteration 20F: 3 clusters Score -3185050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3185083.000000 Penalty: 5263.059082
	Iteration 21Q: 3 clusters Score -3185083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3185111.750000 Penalty: 5263.059082
	Iteration 22Q: 3 clusters Score -3185112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3185129.000000 Penalty: 5263.059082
	Iteration 23Q: 3 clusters Score -3185129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3185148.500000 Penalty: 5263.059082
	Iteration 24Q: 3 clusters Score -3185148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3185168.250000 Penalty: 5263.059082
	Iteration 25Q: 3 clusters Score -3185168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3185171.500000 Penalty: 5263.059082
	Iteration 26Q: 3 clusters Score -3185172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3185178.750000 Penalty: 5263.059082
	Iteration 27Q: 3 clusters Score -3185179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3185181.500000 Penalty: 5263.059082
	Iteration 28Q: 3 clusters Score -3185182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3185186.250000 Penalty: 5263.059082
	Iteration 29Q: 3 clusters Score -3185186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3185186.000000 Penalty: 5263.059082
	Iteration 30Q: 3 clusters Score -3185186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3185190.750000 Penalty: 5263.059082
	Iteration 31Q: 3 clusters Score -3185191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3185194.000000 Penalty: 5263.059082
	Iteration 32Q: 3 clusters Score -3185194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3185199.250000 Penalty: 5263.059082
	Iteration 33Q: 3 clusters Score -3185199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3185200.000000 Penalty: 5263.059082
	Iteration 34Q: 3 clusters Score -3185200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3185204.750000 Penalty: 5263.059082
	Iteration 35Q: 3 clusters Score -3185205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3185204.750000 Penalty: 5263.059082
	Iteration 36F: 3 clusters Score -3185205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Entering Unmasked Estep 
Score: -771529.750000 Penalty: 2264.454346
	Iteration 0F: 2 clusters Score -771529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -764354.562500 Penalty: 4528.908691
	Iteration 0F: 3 clusters Score -764354.6 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -766386.000000 Penalty: 4528.908691
	Iteration 1F: 3 clusters Score -766386 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -766647.000000 Penalty: 4528.908691
	Iteration 2F: 3 clusters Score -766647 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -766816.437500 Penalty: 4528.908691
	Iteration 3Q: 3 clusters Score -766816.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -766948.937500 Penalty: 4528.908691
	Iteration 4Q: 3 clusters Score -766948.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -767051.812500 Penalty: 4528.908691
	Iteration 5Q: 3 clusters Score -767051.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -767146.500000 Penalty: 4528.908691
	Iteration 6Q: 3 clusters Score -767146.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -767242.500000 Penalty: 4528.908691
	Iteration 7Q: 3 clusters Score -767242.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -767334.250000 Penalty: 4528.908691
	Iteration 8Q: 3 clusters Score -767334.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -767429.437500 Penalty: 4528.908691
	Iteration 9Q: 3 clusters Score -767429.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -767538.312500 Penalty: 4528.908691
	Iteration 10Q: 3 clusters Score -767538.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -767657.187500 Penalty: 4528.908691
	Iteration 11Q: 3 clusters Score -767657.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -767788.625000 Penalty: 4528.908691
	Iteration 12Q: 3 clusters Score -767788.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -767921.812500 Penalty: 4528.908691
	Iteration 13Q: 3 clusters Score -767921.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -768077.625000 Penalty: 4528.908691
	Iteration 14Q: 3 clusters Score -768077.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -768246.125000 Penalty: 4528.908691
	Iteration 15Q: 3 clusters Score -768246.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -768454.875000 Penalty: 4528.908691
	Iteration 16Q: 3 clusters Score -768454.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -768660.312500 Penalty: 4528.908691
	Iteration 17Q: 3 clusters Score -768660.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -768850.437500 Penalty: 4528.908691
	Iteration 18Q: 3 clusters Score -768850.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -768988.687500 Penalty: 4528.908691
	Iteration 19Q: 3 clusters Score -768988.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -769092.062500 Penalty: 4528.908691
	Iteration 20F: 3 clusters Score -769092.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -769188.812500 Penalty: 4528.908691
	Iteration 21Q: 3 clusters Score -769188.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -769273.125000 Penalty: 4528.908691
	Iteration 22Q: 3 clusters Score -769273.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -769342.562500 Penalty: 4528.908691
	Iteration 23Q: 3 clusters Score -769342.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -769393.687500 Penalty: 4528.908691
	Iteration 24Q: 3 clusters Score -769393.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -769432.500000 Penalty: 4528.908691
	Iteration 25Q: 3 clusters Score -769432.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -769453.687500 Penalty: 4528.908691
	Iteration 26Q: 3 clusters Score -769453.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -769481.625000 Penalty: 4528.908691
	Iteration 27Q: 3 clusters Score -769481.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -769499.750000 Penalty: 4528.908691
	Iteration 28Q: 3 clusters Score -769499.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -769516.062500 Penalty: 4528.908691
	Iteration 29Q: 3 clusters Score -769516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -769530.125000 Penalty: 4528.908691
	Iteration 30Q: 3 clusters Score -769530.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -769544.125000 Penalty: 4528.908691
	Iteration 31Q: 3 clusters Score -769544.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -769555.625000 Penalty: 4528.908691
	Iteration 32Q: 3 clusters Score -769555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -769567.375000 Penalty: 4528.908691
	Iteration 33Q: 3 clusters Score -769567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -769573.312500 Penalty: 4528.908691
	Iteration 34Q: 3 clusters Score -769573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -769573.937500 Penalty: 4528.908691
	Iteration 35Q: 3 clusters Score -769573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -769573.937500 Penalty: 4528.908691
	Iteration 36F: 3 clusters Score -769573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Entering Unmasked Estep 
Score: -1491009.750000 Penalty: 2441.405029
	Iteration 0F: 2 clusters Score -1491010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1477646.000000 Penalty: 4882.810059
	Iteration 0F: 3 clusters Score -1477646 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1482094.250000 Penalty: 4882.810059
	Iteration 1F: 3 clusters Score -1482094 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1482528.375000 Penalty: 4882.810059
	Iteration 2F: 3 clusters Score -1482528 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1483018.875000 Penalty: 4882.810059
	Iteration 3F: 3 clusters Score -1483019 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1483671.750000 Penalty: 4882.810059
	Iteration 4F: 3 clusters Score -1483672 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1484482.375000 Penalty: 4882.810059
	Iteration 5F: 3 clusters Score -1484482 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1485439.500000 Penalty: 4882.810059
	Iteration 6F: 3 clusters Score -1485440 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1486412.000000 Penalty: 4882.810059
	Iteration 7F: 3 clusters Score -1486412 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1487434.625000 Penalty: 4882.810059
	Iteration 8F: 3 clusters Score -1487435 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1488322.500000 Penalty: 4882.810059
	Iteration 9Q: 3 clusters Score -1488322 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1488889.250000 Penalty: 4882.810059
	Iteration 10Q: 3 clusters Score -1488889 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1489303.875000 Penalty: 4882.810059
	Iteration 11Q: 3 clusters Score -1489304 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1489502.000000 Penalty: 4882.810059
	Iteration 12Q: 3 clusters Score -1489502 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1489568.500000 Penalty: 4882.810059
	Iteration 13Q: 3 clusters Score -1489568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1489599.625000 Penalty: 4882.810059
	Iteration 14Q: 3 clusters Score -1489600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1489621.125000 Penalty: 4882.810059
	Iteration 15Q: 3 clusters Score -1489621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1489630.875000 Penalty: 4882.810059
	Iteration 16Q: 3 clusters Score -1489631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1489635.500000 Penalty: 4882.810059
	Iteration 17Q: 3 clusters Score -1489636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1489637.875000 Penalty: 4882.810059
	Iteration 18Q: 3 clusters Score -1489638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1489637.750000 Penalty: 4882.810059
	Iteration 19Q: 3 clusters Score -1489638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1489637.125000 Penalty: 4882.810059
	Iteration 20F: 3 clusters Score -1489637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1489639.250000 Penalty: 4882.810059
	Iteration 21Q: 3 clusters Score -1489639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1489643.125000 Penalty: 4882.810059
	Iteration 22Q: 3 clusters Score -1489643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1489644.875000 Penalty: 4882.810059
	Iteration 23Q: 3 clusters Score -1489645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1489644.875000 Penalty: 4882.810059
	Iteration 24Q: 3 clusters Score -1489645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1489644.500000 Penalty: 4882.810059
	Iteration 25Q: 3 clusters Score -1489644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1489645.500000 Penalty: 4882.810059
	Iteration 26Q: 3 clusters Score -1489646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1489643.750000 Penalty: 4882.810059
	Iteration 27Q: 3 clusters Score -1489644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1489645.625000 Penalty: 4882.810059
	Iteration 28Q: 3 clusters Score -1489646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1489644.500000 Penalty: 4882.810059
	Iteration 29Q: 3 clusters Score -1489644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1489645.500000 Penalty: 4882.810059
	Iteration 30Q: 3 clusters Score -1489646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1489645.500000 Penalty: 4882.810059
	Iteration 31Q: 3 clusters Score -1489646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1489646.375000 Penalty: 4882.810059
	Iteration 32Q: 3 clusters Score -1489646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1489646.375000 Penalty: 4882.810059
	Iteration 33F: 3 clusters Score -1489646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -136958.234375 Penalty: 1863.805420
	Iteration 0F: 2 clusters Score -136958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -134425.671875 Penalty: 3727.610840
	Iteration 0F: 3 clusters Score -134425.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -134893.265625 Penalty: 3727.610840
	Iteration 1F: 3 clusters Score -134893.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -135039.828125 Penalty: 3727.610840
	Iteration 2F: 3 clusters Score -135039.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -135143.953125 Penalty: 3727.610840
	Iteration 3F: 3 clusters Score -135144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -135218.296875 Penalty: 3727.610840
	Iteration 4Q: 3 clusters Score -135218.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -135273.734375 Penalty: 3727.610840
	Iteration 5Q: 3 clusters Score -135273.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -135303.937500 Penalty: 3727.610840
	Iteration 6Q: 3 clusters Score -135303.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -135328.625000 Penalty: 3727.610840
	Iteration 7Q: 3 clusters Score -135328.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -135350.093750 Penalty: 3727.610840
	Iteration 8Q: 3 clusters Score -135350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -135364.671875 Penalty: 3727.610840
	Iteration 9Q: 3 clusters Score -135364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -135378.437500 Penalty: 3727.610840
	Iteration 10Q: 3 clusters Score -135378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -135392.953125 Penalty: 3727.610840
	Iteration 11Q: 3 clusters Score -135393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135399.937500 Penalty: 3727.610840
	Iteration 12Q: 3 clusters Score -135399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -135401.656250 Penalty: 3727.610840
	Iteration 13Q: 3 clusters Score -135401.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -135402.687500 Penalty: 3727.610840
	Iteration 14Q: 3 clusters Score -135402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -135403.500000 Penalty: 3727.610840
	Iteration 15Q: 3 clusters Score -135403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -135404.921875 Penalty: 3727.610840
	Iteration 16Q: 3 clusters Score -135404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135407.000000 Penalty: 3727.610840
	Iteration 17Q: 3 clusters Score -135407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -135407.453125 Penalty: 3727.610840
	Iteration 18Q: 3 clusters Score -135407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -135408.093750 Penalty: 3727.610840
	Iteration 19Q: 3 clusters Score -135408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -135410.000000 Penalty: 3727.610840
	Iteration 20F: 3 clusters Score -135410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -135411.796875 Penalty: 3727.610840
	Iteration 21Q: 3 clusters Score -135411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135414.703125 Penalty: 3727.610840
	Iteration 22Q: 3 clusters Score -135414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -135417.312500 Penalty: 3727.610840
	Iteration 23Q: 3 clusters Score -135417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -135419.203125 Penalty: 3727.610840
	Iteration 24Q: 3 clusters Score -135419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -135421.312500 Penalty: 3727.610840
	Iteration 25Q: 3 clusters Score -135421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -135422.843750 Penalty: 3727.610840
	Iteration 26Q: 3 clusters Score -135422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135426.062500 Penalty: 3727.610840
	Iteration 27Q: 3 clusters Score -135426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -135430.015625 Penalty: 3727.610840
	Iteration 28Q: 3 clusters Score -135430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135432.281250 Penalty: 3727.610840
	Iteration 29Q: 3 clusters Score -135432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -135434.578125 Penalty: 3727.610840
	Iteration 30Q: 3 clusters Score -135434.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -135436.312500 Penalty: 3727.610840
	Iteration 31Q: 3 clusters Score -135436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135437.921875 Penalty: 3727.610840
	Iteration 32Q: 3 clusters Score -135437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135439.359375 Penalty: 3727.610840
	Iteration 33Q: 3 clusters Score -135439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135440.781250 Penalty: 3727.610840
	Iteration 34Q: 3 clusters Score -135440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135440.781250 Penalty: 3727.610840
	Iteration 35F: 3 clusters Score -135440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Entering Unmasked Estep 
Score: -1641526.250000 Penalty: 2464.800049
	Iteration 0F: 2 clusters Score -1641526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1626976.000000 Penalty: 4929.600098
	Iteration 0F: 3 clusters Score -1626976 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1631810.250000 Penalty: 4929.600098
	Iteration 1F: 3 clusters Score -1631810 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1632188.875000 Penalty: 4929.600098
	Iteration 2F: 3 clusters Score -1632189 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1632492.625000 Penalty: 4929.600098
	Iteration 3Q: 3 clusters Score -1632493 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1632789.750000 Penalty: 4929.600098
	Iteration 4Q: 3 clusters Score -1632790 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1633114.750000 Penalty: 4929.600098
	Iteration 5Q: 3 clusters Score -1633115 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1633514.500000 Penalty: 4929.600098
	Iteration 6Q: 3 clusters Score -1633514 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1633914.625000 Penalty: 4929.600098
	Iteration 7Q: 3 clusters Score -1633915 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1634415.750000 Penalty: 4929.600098
	Iteration 8Q: 3 clusters Score -1634416 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1635007.750000 Penalty: 4929.600098
	Iteration 9Q: 3 clusters Score -1635008 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1635586.875000 Penalty: 4929.600098
	Iteration 10Q: 3 clusters Score -1635587 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1636212.000000 Penalty: 4929.600098
	Iteration 11Q: 3 clusters Score -1636212 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1636852.625000 Penalty: 4929.600098
	Iteration 12Q: 3 clusters Score -1636853 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1637432.000000 Penalty: 4929.600098
	Iteration 13Q: 3 clusters Score -1637432 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1637901.750000 Penalty: 4929.600098
	Iteration 14Q: 3 clusters Score -1637902 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1638283.750000 Penalty: 4929.600098
	Iteration 15Q: 3 clusters Score -1638284 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1638635.375000 Penalty: 4929.600098
	Iteration 16Q: 3 clusters Score -1638635 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1638889.125000 Penalty: 4929.600098
	Iteration 17Q: 3 clusters Score -1638889 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1639095.625000 Penalty: 4929.600098
	Iteration 18Q: 3 clusters Score -1639096 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1639248.750000 Penalty: 4929.600098
	Iteration 19Q: 3 clusters Score -1639249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1639337.875000 Penalty: 4929.600098
	Iteration 20F: 3 clusters Score -1639338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1639401.375000 Penalty: 4929.600098
	Iteration 21Q: 3 clusters Score -1639401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1639447.625000 Penalty: 4929.600098
	Iteration 22Q: 3 clusters Score -1639448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1639479.000000 Penalty: 4929.600098
	Iteration 23Q: 3 clusters Score -1639479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1639496.875000 Penalty: 4929.600098
	Iteration 24Q: 3 clusters Score -1639497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1639503.250000 Penalty: 4929.600098
	Iteration 25Q: 3 clusters Score -1639503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1639514.000000 Penalty: 4929.600098
	Iteration 26Q: 3 clusters Score -1639514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1639523.875000 Penalty: 4929.600098
	Iteration 27Q: 3 clusters Score -1639524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1639530.625000 Penalty: 4929.600098
	Iteration 28Q: 3 clusters Score -1639531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1639540.125000 Penalty: 4929.600098
	Iteration 29Q: 3 clusters Score -1639540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1639541.750000 Penalty: 4929.600098
	Iteration 30Q: 3 clusters Score -1639542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1639547.375000 Penalty: 4929.600098
	Iteration 31Q: 3 clusters Score -1639547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1639547.750000 Penalty: 4929.600098
	Iteration 32Q: 3 clusters Score -1639548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1639547.750000 Penalty: 4929.600098
	Iteration 33F: 3 clusters Score -1639548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (161725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Entering Unmasked Estep 
Score: -13172480.000000 Penalty: 2974.425781
	Iteration 0F: 2 clusters Score -1.317248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -13064228.000000 Penalty: 5948.851562
	Iteration 0F: 3 clusters Score -1.306423e+07 nChanged 77569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -13109625.000000 Penalty: 5948.851562
	Iteration 1F: 3 clusters Score -1.310962e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -13110590.000000 Penalty: 5948.851562
	Iteration 2Q: 3 clusters Score -1.311059e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76575 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -13111879.000000 Penalty: 5948.851562
	Iteration 3Q: 3 clusters Score -1.311188e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -13113461.000000 Penalty: 5948.851562
	Iteration 4Q: 3 clusters Score -1.311346e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -13115712.000000 Penalty: 5948.851562
	Iteration 5Q: 3 clusters Score -1.311571e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -13118624.000000 Penalty: 5948.851562
	Iteration 6Q: 3 clusters Score -1.311862e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -13122555.000000 Penalty: 5948.851562
	Iteration 7F: 3 clusters Score -1.312256e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -13127607.000000 Penalty: 5948.851562
	Iteration 8F: 3 clusters Score -1.312761e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -13134150.000000 Penalty: 5948.851562
	Iteration 9F: 3 clusters Score -1.313415e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 128762 members 
Entering Unmasked Estep 
Score: -13142128.000000 Penalty: 5948.851562
	Iteration 10F: 3 clusters Score -1.314213e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -13150361.000000 Penalty: 5948.851562
	Iteration 11F: 3 clusters Score -1.315036e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 147630 members 
Entering Unmasked Estep 
Score: -13157926.000000 Penalty: 5948.851562
	Iteration 12F: 3 clusters Score -1.315793e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -13163451.000000 Penalty: 5948.851562
	Iteration 13Q: 3 clusters Score -1.316345e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -13167072.000000 Penalty: 5948.851562
	Iteration 14Q: 3 clusters Score -1.316707e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 160033 members 
Entering Unmasked Estep 
Score: -13168596.000000 Penalty: 5948.851562
	Iteration 15Q: 3 clusters Score -1.31686e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 160811 members 
Entering Unmasked Estep 
Score: -13169340.000000 Penalty: 5948.851562
	Iteration 16Q: 3 clusters Score -1.316934e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -13169578.000000 Penalty: 5948.851562
	Iteration 17Q: 3 clusters Score -1.316958e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -13169720.000000 Penalty: 5948.851562
	Iteration 18Q: 3 clusters Score -1.316972e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 161295 members 
Entering Unmasked Estep 
Score: -13169800.000000 Penalty: 5948.851562
	Iteration 19Q: 3 clusters Score -1.31698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 161326 members 
Entering Unmasked Estep 
Score: -13169849.000000 Penalty: 5948.851562
	Iteration 20F: 3 clusters Score -1.316985e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -13169870.000000 Penalty: 5948.851562
	Iteration 21Q: 3 clusters Score -1.316987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -13169893.000000 Penalty: 5948.851562
	Iteration 22Q: 3 clusters Score -1.316989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 161353 members 
Entering Unmasked Estep 
Score: -13169894.000000 Penalty: 5948.851562
	Iteration 23Q: 3 clusters Score -1.316989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -13169902.000000 Penalty: 5948.851562
	Iteration 24Q: 3 clusters Score -1.31699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -13169913.000000 Penalty: 5948.851562
	Iteration 25Q: 3 clusters Score -1.316991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -13169912.000000 Penalty: 5948.851562
	Iteration 26Q: 3 clusters Score -1.316991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -13169902.000000 Penalty: 5948.851562
	Iteration 27Q: 3 clusters Score -1.31699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161361 members 
Entering Unmasked Estep 
Score: -13169907.000000 Penalty: 5948.851562
	Iteration 28Q: 3 clusters Score -1.316991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -13169904.000000 Penalty: 5948.851562
	Iteration 29Q: 3 clusters Score -1.31699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -13169904.000000 Penalty: 5948.851562
	Iteration 30F: 3 clusters Score -1.31699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -273067.687500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -273067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -269379.406250 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -269379.4 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -270218.843750 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -270218.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -270435.781250 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -270435.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -270591.937500 Penalty: 4067.207031
	Iteration 3F: 3 clusters Score -270591.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -270745.656250 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -270745.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -270900.250000 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -270900.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -271100.031250 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -271100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -271279.750000 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -271279.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -271457.281250 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -271457.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -271555.031250 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -271555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -271629.343750 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -271629.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -271680.125000 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -271680.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -271716.750000 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -271716.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -271746.875000 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -271746.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -271773.250000 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -271773.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -271793.187500 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -271793.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -271806.937500 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -271806.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -271821.968750 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -271822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -271834.062500 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -271834.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -271848.343750 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -271848.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -271857.500000 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -271857.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271870.437500 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -271870.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271887.343750 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -271887.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -271904.187500 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -271904.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -271915.437500 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -271915.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -271929.625000 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -271929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -271937.406250 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -271937.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -271946.062500 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -271946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -271950.781250 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -271950.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -271955.843750 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -271955.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -271962.437500 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -271962.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -271970.593750 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -271970.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -271981.156250 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -271981.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -271991.281250 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -271991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -271996.468750 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -271996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -272002.312500 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -272002.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -272008.906250 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -272008.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -272019.812500 Penalty: 4067.207031
	Iteration 37Q: 3 clusters Score -272019.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -272028.406250 Penalty: 4067.207031
	Iteration 38Q: 3 clusters Score -272028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -272037.625000 Penalty: 4067.207031
	Iteration 39Q: 3 clusters Score -272037.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -272053.937500 Penalty: 4067.207031
	Iteration 40F: 3 clusters Score -272053.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -272069.843750 Penalty: 4067.207031
	Iteration 41Q: 3 clusters Score -272069.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -272091.093750 Penalty: 4067.207031
	Iteration 42Q: 3 clusters Score -272091.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -272111.781250 Penalty: 4067.207031
	Iteration 43Q: 3 clusters Score -272111.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -272141.218750 Penalty: 4067.207031
	Iteration 44Q: 3 clusters Score -272141.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272174.875000 Penalty: 4067.207031
	Iteration 45Q: 3 clusters Score -272174.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -272204.781250 Penalty: 4067.207031
	Iteration 46Q: 3 clusters Score -272204.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -272227.343750 Penalty: 4067.207031
	Iteration 47Q: 3 clusters Score -272227.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -272248.250000 Penalty: 4067.207031
	Iteration 48Q: 3 clusters Score -272248.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -272269.468750 Penalty: 4067.207031
	Iteration 49Q: 3 clusters Score -272269.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -272286.406250 Penalty: 4067.207031
	Iteration 50Q: 3 clusters Score -272286.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -272304.250000 Penalty: 4067.207031
	Iteration 51Q: 3 clusters Score -272304.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -272319.906250 Penalty: 4067.207031
	Iteration 52Q: 3 clusters Score -272319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272329.593750 Penalty: 4067.207031
	Iteration 53Q: 3 clusters Score -272329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -272331.781250 Penalty: 4067.207031
	Iteration 54Q: 3 clusters Score -272331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272336.625000 Penalty: 4067.207031
	Iteration 55Q: 3 clusters Score -272336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272337.906250 Penalty: 4067.207031
	Iteration 56Q: 3 clusters Score -272337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -272338.125000 Penalty: 4067.207031
	Iteration 57Q: 3 clusters Score -272338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -272338.125000 Penalty: 4067.207031
	Iteration 58F: 3 clusters Score -272338.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Entering Unmasked Estep 
Score: -2068345.750000 Penalty: 2523.598877
	Iteration 0F: 2 clusters Score -2068346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2050242.000000 Penalty: 5047.197754
	Iteration 0F: 3 clusters Score -2050242 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2056799.625000 Penalty: 5047.197754
	Iteration 1F: 3 clusters Score -2056800 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2057336.000000 Penalty: 5047.197754
	Iteration 2F: 3 clusters Score -2057336 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2057938.875000 Penalty: 5047.197754
	Iteration 3Q: 3 clusters Score -2057939 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2058631.750000 Penalty: 5047.197754
	Iteration 4F: 3 clusters Score -2058632 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2059306.375000 Penalty: 5047.197754
	Iteration 5F: 3 clusters Score -2059306 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2060050.625000 Penalty: 5047.197754
	Iteration 6F: 3 clusters Score -2060051 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2060821.750000 Penalty: 5047.197754
	Iteration 7F: 3 clusters Score -2060822 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2061623.000000 Penalty: 5047.197754
	Iteration 8F: 3 clusters Score -2061623 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2062426.875000 Penalty: 5047.197754
	Iteration 9Q: 3 clusters Score -2062427 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2063259.625000 Penalty: 5047.197754
	Iteration 10Q: 3 clusters Score -2063260 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2064137.250000 Penalty: 5047.197754
	Iteration 11Q: 3 clusters Score -2064137 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2065125.375000 Penalty: 5047.197754
	Iteration 12Q: 3 clusters Score -2065125 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2065786.750000 Penalty: 5047.197754
	Iteration 13Q: 3 clusters Score -2065787 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2066209.250000 Penalty: 5047.197754
	Iteration 14Q: 3 clusters Score -2066209 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2066468.000000 Penalty: 5047.197754
	Iteration 15Q: 3 clusters Score -2066468 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2066672.375000 Penalty: 5047.197754
	Iteration 16Q: 3 clusters Score -2066672 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2066810.500000 Penalty: 5047.197754
	Iteration 17Q: 3 clusters Score -2066810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2066918.500000 Penalty: 5047.197754
	Iteration 18Q: 3 clusters Score -2066918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2066980.500000 Penalty: 5047.197754
	Iteration 19Q: 3 clusters Score -2066980 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2067038.625000 Penalty: 5047.197754
	Iteration 20F: 3 clusters Score -2067039 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2067068.875000 Penalty: 5047.197754
	Iteration 21Q: 3 clusters Score -2067069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2067091.500000 Penalty: 5047.197754
	Iteration 22Q: 3 clusters Score -2067092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2067109.750000 Penalty: 5047.197754
	Iteration 23Q: 3 clusters Score -2067110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2067129.375000 Penalty: 5047.197754
	Iteration 24Q: 3 clusters Score -2067129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2067133.250000 Penalty: 5047.197754
	Iteration 25Q: 3 clusters Score -2067133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2067144.125000 Penalty: 5047.197754
	Iteration 26Q: 3 clusters Score -2067144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2067145.250000 Penalty: 5047.197754
	Iteration 27Q: 3 clusters Score -2067145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2067142.875000 Penalty: 5047.197754
	Iteration 28Q: 3 clusters Score -2067143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2067155.750000 Penalty: 5047.197754
	Iteration 29Q: 3 clusters Score -2067156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2067158.500000 Penalty: 5047.197754
	Iteration 30Q: 3 clusters Score -2067158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2067156.750000 Penalty: 5047.197754
	Iteration 31Q: 3 clusters Score -2067157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2067160.125000 Penalty: 5047.197754
	Iteration 32Q: 3 clusters Score -2067160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2067158.125000 Penalty: 5047.197754
	Iteration 33Q: 3 clusters Score -2067158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2067162.125000 Penalty: 5047.197754
	Iteration 34Q: 3 clusters Score -2067162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2067163.625000 Penalty: 5047.197754
	Iteration 35Q: 3 clusters Score -2067164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2067164.750000 Penalty: 5047.197754
	Iteration 36Q: 3 clusters Score -2067165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2067164.375000 Penalty: 5047.197754
	Iteration 37Q: 3 clusters Score -2067164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2067161.750000 Penalty: 5047.197754
	Iteration 38Q: 3 clusters Score -2067162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2067164.500000 Penalty: 5047.197754
	Iteration 39Q: 3 clusters Score -2067164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2067167.000000 Penalty: 5047.197754
	Iteration 40F: 3 clusters Score -2067167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2067168.500000 Penalty: 5047.197754
	Iteration 41Q: 3 clusters Score -2067168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2067168.125000 Penalty: 5047.197754
	Iteration 42Q: 3 clusters Score -2067168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2067176.500000 Penalty: 5047.197754
	Iteration 43Q: 3 clusters Score -2067176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2067173.625000 Penalty: 5047.197754
	Iteration 44Q: 3 clusters Score -2067174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2067177.000000 Penalty: 5047.197754
	Iteration 45Q: 3 clusters Score -2067177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2067176.500000 Penalty: 5047.197754
	Iteration 46Q: 3 clusters Score -2067176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2067177.625000 Penalty: 5047.197754
	Iteration 47Q: 3 clusters Score -2067178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2067179.125000 Penalty: 5047.197754
	Iteration 48Q: 3 clusters Score -2067179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2067179.125000 Penalty: 5047.197754
	Iteration 49Q: 3 clusters Score -2067179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2067181.375000 Penalty: 5047.197754
	Iteration 50Q: 3 clusters Score -2067181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2067181.500000 Penalty: 5047.197754
	Iteration 51Q: 3 clusters Score -2067182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2067182.250000 Penalty: 5047.197754
	Iteration 52Q: 3 clusters Score -2067182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2067183.250000 Penalty: 5047.197754
	Iteration 53Q: 3 clusters Score -2067183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2067182.750000 Penalty: 5047.197754
	Iteration 54Q: 3 clusters Score -2067183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2067184.875000 Penalty: 5047.197754
	Iteration 55Q: 3 clusters Score -2067185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2067185.125000 Penalty: 5047.197754
	Iteration 56Q: 3 clusters Score -2067185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2067185.875000 Penalty: 5047.197754
	Iteration 57Q: 3 clusters Score -2067186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2067185.500000 Penalty: 5047.197754
	Iteration 58Q: 3 clusters Score -2067186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2067185.500000 Penalty: 5047.197754
	Iteration 59Q: 3 clusters Score -2067186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2067187.000000 Penalty: 5047.197754
	Iteration 60F: 3 clusters Score -2067187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2067187.875000 Penalty: 5047.197754
	Iteration 61Q: 3 clusters Score -2067188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2067187.875000 Penalty: 5047.197754
	Iteration 62F: 3 clusters Score -2067188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -672442.500000 Penalty: 2252.940430
	Iteration 0F: 2 clusters Score -672442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -665501.500000 Penalty: 4505.880859
	Iteration 0F: 3 clusters Score -665501.5 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -667401.000000 Penalty: 4505.880859
	Iteration 1F: 3 clusters Score -667401 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -667718.687500 Penalty: 4505.880859
	Iteration 2F: 3 clusters Score -667718.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -667980.875000 Penalty: 4505.880859
	Iteration 3F: 3 clusters Score -667980.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -668243.437500 Penalty: 4505.880859
	Iteration 4Q: 3 clusters Score -668243.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -668545.500000 Penalty: 4505.880859
	Iteration 5Q: 3 clusters Score -668545.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -668914.937500 Penalty: 4505.880859
	Iteration 6F: 3 clusters Score -668914.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -669293.562500 Penalty: 4505.880859
	Iteration 7F: 3 clusters Score -669293.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -669656.312500 Penalty: 4505.880859
	Iteration 8F: 3 clusters Score -669656.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -669945.125000 Penalty: 4505.880859
	Iteration 9Q: 3 clusters Score -669945.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -670175.312500 Penalty: 4505.880859
	Iteration 10Q: 3 clusters Score -670175.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -670353.687500 Penalty: 4505.880859
	Iteration 11Q: 3 clusters Score -670353.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -670506.062500 Penalty: 4505.880859
	Iteration 12Q: 3 clusters Score -670506.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -670610.375000 Penalty: 4505.880859
	Iteration 13Q: 3 clusters Score -670610.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -670669.687500 Penalty: 4505.880859
	Iteration 14Q: 3 clusters Score -670669.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -670720.937500 Penalty: 4505.880859
	Iteration 15Q: 3 clusters Score -670720.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -670761.437500 Penalty: 4505.880859
	Iteration 16Q: 3 clusters Score -670761.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -670788.375000 Penalty: 4505.880859
	Iteration 17Q: 3 clusters Score -670788.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -670806.625000 Penalty: 4505.880859
	Iteration 18Q: 3 clusters Score -670806.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -670821.750000 Penalty: 4505.880859
	Iteration 19Q: 3 clusters Score -670821.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -670827.000000 Penalty: 4505.880859
	Iteration 20F: 3 clusters Score -670827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -670828.000000 Penalty: 4505.880859
	Iteration 21Q: 3 clusters Score -670828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -670831.062500 Penalty: 4505.880859
	Iteration 22Q: 3 clusters Score -670831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -670832.500000 Penalty: 4505.880859
	Iteration 23Q: 3 clusters Score -670832.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -670836.125000 Penalty: 4505.880859
	Iteration 24Q: 3 clusters Score -670836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -670838.500000 Penalty: 4505.880859
	Iteration 25Q: 3 clusters Score -670838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -670839.562500 Penalty: 4505.880859
	Iteration 26Q: 3 clusters Score -670839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -670841.625000 Penalty: 4505.880859
	Iteration 27Q: 3 clusters Score -670841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -670843.750000 Penalty: 4505.880859
	Iteration 28Q: 3 clusters Score -670843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -670843.750000 Penalty: 4505.880859
	Iteration 29Q: 3 clusters Score -670843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -670842.687500 Penalty: 4505.880859
	Iteration 30Q: 3 clusters Score -670842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -670844.062500 Penalty: 4505.880859
	Iteration 31Q: 3 clusters Score -670844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -670844.625000 Penalty: 4505.880859
	Iteration 32Q: 3 clusters Score -670844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -670844.625000 Penalty: 4505.880859
	Iteration 33F: 3 clusters Score -670844.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -201666.625000 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -201666.6 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 1667 members 
Entering Unmasked Estep 
Score: -198206.671875 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -198206.7 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -198983.140625 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -198983.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -199232.031250 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -199232 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -199486.734375 Penalty: 4015.416748
	Iteration 3F: 3 clusters Score -199486.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -199763.265625 Penalty: 4015.416748
	Iteration 4F: 3 clusters Score -199763.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -200122.281250 Penalty: 4015.416748
	Iteration 5F: 3 clusters Score -200122.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -200503.343750 Penalty: 4015.416748
	Iteration 6F: 3 clusters Score -200503.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -200820.375000 Penalty: 4015.416748
	Iteration 7F: 3 clusters Score -200820.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -201051.031250 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -201051 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -201144.796875 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -201144.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -201199.171875 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -201199.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -201226.125000 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -201226.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -201253.203125 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -201253.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -201272.453125 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -201272.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -201294.421875 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -201294.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -201309.343750 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -201309.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -201326.000000 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -201326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -201344.703125 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -201344.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -201361.140625 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -201361.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -201384.953125 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -201385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -201407.859375 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -201407.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -201424.062500 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -201424.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -201441.140625 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -201441.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -201454.796875 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -201454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -201462.656250 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -201462.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -201469.500000 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -201469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -201473.046875 Penalty: 4015.416748
	Iteration 26Q: 3 clusters Score -201473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -201480.109375 Penalty: 4015.416748
	Iteration 27Q: 3 clusters Score -201480.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -201488.375000 Penalty: 4015.416748
	Iteration 28Q: 3 clusters Score -201488.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -201495.750000 Penalty: 4015.416748
	Iteration 29Q: 3 clusters Score -201495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -201502.015625 Penalty: 4015.416748
	Iteration 30Q: 3 clusters Score -201502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -201507.500000 Penalty: 4015.416748
	Iteration 31Q: 3 clusters Score -201507.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -201513.859375 Penalty: 4015.416748
	Iteration 32Q: 3 clusters Score -201513.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -201517.421875 Penalty: 4015.416748
	Iteration 33Q: 3 clusters Score -201517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -201519.390625 Penalty: 4015.416748
	Iteration 34Q: 3 clusters Score -201519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -201521.890625 Penalty: 4015.416748
	Iteration 35Q: 3 clusters Score -201521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -201523.734375 Penalty: 4015.416748
	Iteration 36Q: 3 clusters Score -201523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -201526.609375 Penalty: 4015.416748
	Iteration 37Q: 3 clusters Score -201526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -201528.140625 Penalty: 4015.416748
	Iteration 38Q: 3 clusters Score -201528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -201528.812500 Penalty: 4015.416748
	Iteration 39Q: 3 clusters Score -201528.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -201529.421875 Penalty: 4015.416748
	Iteration 40F: 3 clusters Score -201529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -85228.375000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -85228.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83167.843750 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -83167.84 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83468.281250 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -83468.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -83569.078125 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -83569.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83633.765625 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -83633.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -83667.718750 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -83667.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83698.109375 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -83698.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83727.476562 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -83727.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83749.375000 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -83749.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83767.632812 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -83767.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83781.375000 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -83781.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83788.171875 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -83788.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83799.820312 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -83799.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83819.804688 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -83819.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83846.250000 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -83846.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83859.500000 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -83859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83868.546875 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -83868.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83875.867188 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -83875.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83886.843750 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -83886.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83909.640625 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -83909.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83934.820312 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -83934.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83952.140625 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -83952.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83962.062500 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -83962.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83966.351562 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -83966.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83969.359375 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -83969.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83969.359375 Penalty: 3497.290771
	Iteration 24F: 3 clusters Score -83969.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -410640.312500 Penalty: 2131.671387
	Iteration 0F: 2 clusters Score -410640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -405884.500000 Penalty: 4263.342773
	Iteration 0F: 3 clusters Score -405884.5 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -407068.750000 Penalty: 4263.342773
	Iteration 1F: 3 clusters Score -407068.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -407298.281250 Penalty: 4263.342773
	Iteration 2F: 3 clusters Score -407298.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -407470.250000 Penalty: 4263.342773
	Iteration 3F: 3 clusters Score -407470.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -407648.593750 Penalty: 4263.342773
	Iteration 4Q: 3 clusters Score -407648.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -407857.687500 Penalty: 4263.342773
	Iteration 5Q: 3 clusters Score -407857.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -408134.375000 Penalty: 4263.342773
	Iteration 6Q: 3 clusters Score -408134.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -408358.875000 Penalty: 4263.342773
	Iteration 7Q: 3 clusters Score -408358.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -408558.187500 Penalty: 4263.342773
	Iteration 8Q: 3 clusters Score -408558.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -408700.687500 Penalty: 4263.342773
	Iteration 9Q: 3 clusters Score -408700.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -408814.718750 Penalty: 4263.342773
	Iteration 10Q: 3 clusters Score -408814.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -408880.750000 Penalty: 4263.342773
	Iteration 11Q: 3 clusters Score -408880.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -408940.031250 Penalty: 4263.342773
	Iteration 12Q: 3 clusters Score -408940 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -409001.062500 Penalty: 4263.342773
	Iteration 13Q: 3 clusters Score -409001.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -409055.437500 Penalty: 4263.342773
	Iteration 14Q: 3 clusters Score -409055.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -409093.250000 Penalty: 4263.342773
	Iteration 15Q: 3 clusters Score -409093.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -409131.031250 Penalty: 4263.342773
	Iteration 16Q: 3 clusters Score -409131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -409179.562500 Penalty: 4263.342773
	Iteration 17Q: 3 clusters Score -409179.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -409227.906250 Penalty: 4263.342773
	Iteration 18Q: 3 clusters Score -409227.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -409268.812500 Penalty: 4263.342773
	Iteration 19Q: 3 clusters Score -409268.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -409304.156250 Penalty: 4263.342773
	Iteration 20F: 3 clusters Score -409304.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -409339.281250 Penalty: 4263.342773
	Iteration 21Q: 3 clusters Score -409339.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -409365.500000 Penalty: 4263.342773
	Iteration 22Q: 3 clusters Score -409365.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -409386.718750 Penalty: 4263.342773
	Iteration 23Q: 3 clusters Score -409386.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -409410.093750 Penalty: 4263.342773
	Iteration 24Q: 3 clusters Score -409410.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -409437.437500 Penalty: 4263.342773
	Iteration 25Q: 3 clusters Score -409437.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -409461.562500 Penalty: 4263.342773
	Iteration 26Q: 3 clusters Score -409461.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -409478.968750 Penalty: 4263.342773
	Iteration 27Q: 3 clusters Score -409479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -409486.968750 Penalty: 4263.342773
	Iteration 28Q: 3 clusters Score -409487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -409490.156250 Penalty: 4263.342773
	Iteration 29Q: 3 clusters Score -409490.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -409495.625000 Penalty: 4263.342773
	Iteration 30Q: 3 clusters Score -409495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -409499.437500 Penalty: 4263.342773
	Iteration 31Q: 3 clusters Score -409499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -409501.281250 Penalty: 4263.342773
	Iteration 32Q: 3 clusters Score -409501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -409504.500000 Penalty: 4263.342773
	Iteration 33Q: 3 clusters Score -409504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -409506.187500 Penalty: 4263.342773
	Iteration 34Q: 3 clusters Score -409506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -409507.687500 Penalty: 4263.342773
	Iteration 35Q: 3 clusters Score -409507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -409508.500000 Penalty: 4263.342773
	Iteration 36Q: 3 clusters Score -409508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -409512.156250 Penalty: 4263.342773
	Iteration 37Q: 3 clusters Score -409512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -409513.625000 Penalty: 4263.342773
	Iteration 38Q: 3 clusters Score -409513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -409514.218750 Penalty: 4263.342773
	Iteration 39Q: 3 clusters Score -409514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -409514.875000 Penalty: 4263.342773
	Iteration 40F: 3 clusters Score -409514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -409516.750000 Penalty: 4263.342773
	Iteration 41Q: 3 clusters Score -409516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -409518.750000 Penalty: 4263.342773
	Iteration 42Q: 3 clusters Score -409518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -409519.156250 Penalty: 4263.342773
	Iteration 43Q: 3 clusters Score -409519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -409521.406250 Penalty: 4263.342773
	Iteration 44Q: 3 clusters Score -409521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409524.781250 Penalty: 4263.342773
	Iteration 45Q: 3 clusters Score -409524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -409526.500000 Penalty: 4263.342773
	Iteration 46Q: 3 clusters Score -409526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -409528.187500 Penalty: 4263.342773
	Iteration 47Q: 3 clusters Score -409528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -409530.093750 Penalty: 4263.342773
	Iteration 48Q: 3 clusters Score -409530.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -409531.718750 Penalty: 4263.342773
	Iteration 49Q: 3 clusters Score -409531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409532.093750 Penalty: 4263.342773
	Iteration 50Q: 3 clusters Score -409532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -409532.687500 Penalty: 4263.342773
	Iteration 51Q: 3 clusters Score -409532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -409532.187500 Penalty: 4263.342773
	Iteration 52Q: 3 clusters Score -409532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -409533.031250 Penalty: 4263.342773
	Iteration 53Q: 3 clusters Score -409533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -409533.656250 Penalty: 4263.342773
	Iteration 54Q: 3 clusters Score -409533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -409533.656250 Penalty: 4263.342773
	Iteration 55F: 3 clusters Score -409533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Entering Unmasked Estep 
Score: -268702.187500 Penalty: 2020.742676
	Iteration 0F: 2 clusters Score -268702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -265136.562500 Penalty: 4041.485352
	Iteration 0F: 3 clusters Score -265136.6 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -265923.625000 Penalty: 4041.485352
	Iteration 1F: 3 clusters Score -265923.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -266111.156250 Penalty: 4041.485352
	Iteration 2F: 3 clusters Score -266111.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -266247.156250 Penalty: 4041.485352
	Iteration 3F: 3 clusters Score -266247.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -266356.437500 Penalty: 4041.485352
	Iteration 4Q: 3 clusters Score -266356.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -266435.000000 Penalty: 4041.485352
	Iteration 5Q: 3 clusters Score -266435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -266511.812500 Penalty: 4041.485352
	Iteration 6Q: 3 clusters Score -266511.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -266609.312500 Penalty: 4041.485352
	Iteration 7Q: 3 clusters Score -266609.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -266721.000000 Penalty: 4041.485352
	Iteration 8Q: 3 clusters Score -266721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -266866.968750 Penalty: 4041.485352
	Iteration 9Q: 3 clusters Score -266867 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -266996.218750 Penalty: 4041.485352
	Iteration 10Q: 3 clusters Score -266996.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -267101.781250 Penalty: 4041.485352
	Iteration 11Q: 3 clusters Score -267101.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -267178.531250 Penalty: 4041.485352
	Iteration 12Q: 3 clusters Score -267178.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -267244.406250 Penalty: 4041.485352
	Iteration 13Q: 3 clusters Score -267244.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -267298.000000 Penalty: 4041.485352
	Iteration 14Q: 3 clusters Score -267298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -267342.281250 Penalty: 4041.485352
	Iteration 15Q: 3 clusters Score -267342.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -267371.687500 Penalty: 4041.485352
	Iteration 16Q: 3 clusters Score -267371.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -267390.343750 Penalty: 4041.485352
	Iteration 17Q: 3 clusters Score -267390.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -267399.093750 Penalty: 4041.485352
	Iteration 18Q: 3 clusters Score -267399.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -267406.218750 Penalty: 4041.485352
	Iteration 19Q: 3 clusters Score -267406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -267410.750000 Penalty: 4041.485352
	Iteration 20F: 3 clusters Score -267410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -267416.687500 Penalty: 4041.485352
	Iteration 21Q: 3 clusters Score -267416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -267421.468750 Penalty: 4041.485352
	Iteration 22Q: 3 clusters Score -267421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -267424.218750 Penalty: 4041.485352
	Iteration 23Q: 3 clusters Score -267424.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -267426.093750 Penalty: 4041.485352
	Iteration 24Q: 3 clusters Score -267426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -267427.000000 Penalty: 4041.485352
	Iteration 25Q: 3 clusters Score -267427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -267428.062500 Penalty: 4041.485352
	Iteration 26Q: 3 clusters Score -267428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -267429.125000 Penalty: 4041.485352
	Iteration 27Q: 3 clusters Score -267429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -267430.593750 Penalty: 4041.485352
	Iteration 28Q: 3 clusters Score -267430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -267432.875000 Penalty: 4041.485352
	Iteration 29Q: 3 clusters Score -267432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -267433.812500 Penalty: 4041.485352
	Iteration 30Q: 3 clusters Score -267433.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -267436.000000 Penalty: 4041.485352
	Iteration 31Q: 3 clusters Score -267436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -267437.218750 Penalty: 4041.485352
	Iteration 32Q: 3 clusters Score -267437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -267438.437500 Penalty: 4041.485352
	Iteration 33Q: 3 clusters Score -267438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -267439.781250 Penalty: 4041.485352
	Iteration 34Q: 3 clusters Score -267439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -267442.562500 Penalty: 4041.485352
	Iteration 35Q: 3 clusters Score -267442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -267446.937500 Penalty: 4041.485352
	Iteration 36Q: 3 clusters Score -267446.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -267451.000000 Penalty: 4041.485352
	Iteration 37Q: 3 clusters Score -267451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -267456.718750 Penalty: 4041.485352
	Iteration 38Q: 3 clusters Score -267456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -267461.531250 Penalty: 4041.485352
	Iteration 39Q: 3 clusters Score -267461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -267465.000000 Penalty: 4041.485352
	Iteration 40F: 3 clusters Score -267465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -267469.687500 Penalty: 4041.485352
	Iteration 41Q: 3 clusters Score -267469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -267474.062500 Penalty: 4041.485352
	Iteration 42Q: 3 clusters Score -267474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -267476.843750 Penalty: 4041.485352
	Iteration 43Q: 3 clusters Score -267476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -267478.468750 Penalty: 4041.485352
	Iteration 44Q: 3 clusters Score -267478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -267480.062500 Penalty: 4041.485352
	Iteration 45Q: 3 clusters Score -267480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -267481.781250 Penalty: 4041.485352
	Iteration 46Q: 3 clusters Score -267481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -267484.156250 Penalty: 4041.485352
	Iteration 47Q: 3 clusters Score -267484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -267486.468750 Penalty: 4041.485352
	Iteration 48Q: 3 clusters Score -267486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -267486.531250 Penalty: 4041.485352
	Iteration 49Q: 3 clusters Score -267486.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -267488.250000 Penalty: 4041.485352
	Iteration 50Q: 3 clusters Score -267488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -267489.781250 Penalty: 4041.485352
	Iteration 51Q: 3 clusters Score -267489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -267489.781250 Penalty: 4041.485352
	Iteration 52F: 3 clusters Score -267489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Entering Unmasked Estep 
Score: -2840570.000000 Penalty: 2589.636963
	Iteration 0F: 2 clusters Score -2840570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2817337.750000 Penalty: 5179.273926
	Iteration 0F: 3 clusters Score -2817338 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2825576.750000 Penalty: 5179.273926
	Iteration 1F: 3 clusters Score -2825577 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2826109.000000 Penalty: 5179.273926
	Iteration 2Q: 3 clusters Score -2826109 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2826626.750000 Penalty: 5179.273926
	Iteration 3Q: 3 clusters Score -2826627 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2827102.500000 Penalty: 5179.273926
	Iteration 4Q: 3 clusters Score -2827102 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2827532.250000 Penalty: 5179.273926
	Iteration 5Q: 3 clusters Score -2827532 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2828073.500000 Penalty: 5179.273926
	Iteration 6Q: 3 clusters Score -2828074 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2828778.000000 Penalty: 5179.273926
	Iteration 7Q: 3 clusters Score -2828778 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2829711.250000 Penalty: 5179.273926
	Iteration 8Q: 3 clusters Score -2829711 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2830937.500000 Penalty: 5179.273926
	Iteration 9Q: 3 clusters Score -2830938 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2832203.500000 Penalty: 5179.273926
	Iteration 10Q: 3 clusters Score -2832204 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2833363.750000 Penalty: 5179.273926
	Iteration 11Q: 3 clusters Score -2833364 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2834326.750000 Penalty: 5179.273926
	Iteration 12Q: 3 clusters Score -2834327 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2835065.500000 Penalty: 5179.273926
	Iteration 13Q: 3 clusters Score -2835066 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2835652.000000 Penalty: 5179.273926
	Iteration 14Q: 3 clusters Score -2835652 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2836087.750000 Penalty: 5179.273926
	Iteration 15Q: 3 clusters Score -2836088 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2836503.500000 Penalty: 5179.273926
	Iteration 16Q: 3 clusters Score -2836504 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2836880.000000 Penalty: 5179.273926
	Iteration 17Q: 3 clusters Score -2836880 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2837165.000000 Penalty: 5179.273926
	Iteration 18Q: 3 clusters Score -2837165 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2837403.750000 Penalty: 5179.273926
	Iteration 19Q: 3 clusters Score -2837404 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2837592.750000 Penalty: 5179.273926
	Iteration 20F: 3 clusters Score -2837593 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2837733.750000 Penalty: 5179.273926
	Iteration 21Q: 3 clusters Score -2837734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2837869.500000 Penalty: 5179.273926
	Iteration 22Q: 3 clusters Score -2837870 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2837977.750000 Penalty: 5179.273926
	Iteration 23Q: 3 clusters Score -2837978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2838052.250000 Penalty: 5179.273926
	Iteration 24Q: 3 clusters Score -2838052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2838113.250000 Penalty: 5179.273926
	Iteration 25Q: 3 clusters Score -2838113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2838172.750000 Penalty: 5179.273926
	Iteration 26Q: 3 clusters Score -2838173 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2838212.000000 Penalty: 5179.273926
	Iteration 27Q: 3 clusters Score -2838212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2838234.250000 Penalty: 5179.273926
	Iteration 28Q: 3 clusters Score -2838234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2838244.000000 Penalty: 5179.273926
	Iteration 29Q: 3 clusters Score -2838244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2838258.500000 Penalty: 5179.273926
	Iteration 30Q: 3 clusters Score -2838258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2838266.500000 Penalty: 5179.273926
	Iteration 31Q: 3 clusters Score -2838266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2838278.000000 Penalty: 5179.273926
	Iteration 32Q: 3 clusters Score -2838278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2838289.500000 Penalty: 5179.273926
	Iteration 33Q: 3 clusters Score -2838290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2838307.500000 Penalty: 5179.273926
	Iteration 34Q: 3 clusters Score -2838308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2838311.000000 Penalty: 5179.273926
	Iteration 35Q: 3 clusters Score -2838311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2838314.750000 Penalty: 5179.273926
	Iteration 36Q: 3 clusters Score -2838315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2838329.000000 Penalty: 5179.273926
	Iteration 37Q: 3 clusters Score -2838329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2838332.750000 Penalty: 5179.273926
	Iteration 38Q: 3 clusters Score -2838333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2838334.250000 Penalty: 5179.273926
	Iteration 39Q: 3 clusters Score -2838334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2838330.750000 Penalty: 5179.273926
	Iteration 40F: 3 clusters Score -2838331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2838340.250000 Penalty: 5179.273926
	Iteration 41Q: 3 clusters Score -2838340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2838340.500000 Penalty: 5179.273926
	Iteration 42Q: 3 clusters Score -2838340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2838344.000000 Penalty: 5179.273926
	Iteration 43Q: 3 clusters Score -2838344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2838344.000000 Penalty: 5179.273926
	Iteration 44F: 3 clusters Score -2838344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29010 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4444 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19161 members 
Mstep: Class 7 contains 96413 members 
Mstep: Class 8 contains 15993 members 
Mstep: Class 9 contains 844308 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 259724 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 36227 members 
Mstep: Class 16 contains 26544 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50325 members 
Mstep: Class 19 contains 40579 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18852 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 161725 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26260 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5407 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806528.000000 Penalty: 114399.593750
Iteration 239Q: 33 clusters Score -1.428065e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29010 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19166 members 
Mstep: Class 7 contains 96411 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 844304 members 
Mstep: Class 10 contains 34519 members 
Mstep: Class 11 contains 259708 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21242 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 36181 members 
Mstep: Class 16 contains 26547 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50327 members 
Mstep: Class 19 contains 40575 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18850 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 161726 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26310 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5408 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806528.000000 Penalty: 114399.593750
Iteration 240F: 33 clusters Score -1.428065e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29010 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19169 members 
Mstep: Class 7 contains 96410 members 
Mstep: Class 8 contains 15991 members 
Mstep: Class 9 contains 844302 members 
Mstep: Class 10 contains 34522 members 
Mstep: Class 11 contains 259692 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 16 contains 26553 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50331 members 
Mstep: Class 19 contains 40570 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18850 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 161727 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26354 members 
Mstep: Class 27 contains 8813 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5409 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806416.000000 Penalty: 114399.593750
Iteration 241Q: 33 clusters Score -1.428064e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29006 members 
Mstep: Class 3 contains 17502 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19182 members 
Mstep: Class 7 contains 96411 members 
Mstep: Class 8 contains 15989 members 
Mstep: Class 9 contains 844308 members 
Mstep: Class 10 contains 34522 members 
Mstep: Class 11 contains 259670 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21237 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36088 members 
Mstep: Class 16 contains 26561 members 
Mstep: Class 17 contains 2839 members 
Mstep: Class 18 contains 50334 members 
Mstep: Class 19 contains 40568 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18848 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 161731 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26395 members 
Mstep: Class 27 contains 8811 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806400.000000 Penalty: 114399.593750
Iteration 242Q: 33 clusters Score -1.428064e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29007 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19190 members 
Mstep: Class 7 contains 96408 members 
Mstep: Class 8 contains 15988 members 
Mstep: Class 9 contains 844306 members 
Mstep: Class 10 contains 34520 members 
Mstep: Class 11 contains 259654 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21233 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 36044 members 
Mstep: Class 16 contains 26569 members 
Mstep: Class 17 contains 2838 members 
Mstep: Class 18 contains 50338 members 
Mstep: Class 19 contains 40563 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18847 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20718 members 
Mstep: Class 24 contains 161733 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 26439 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806496.000000 Penalty: 114399.593750
Iteration 243Q: 33 clusters Score -1.428065e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29006 members 
Mstep: Class 3 contains 17504 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19193 members 
Mstep: Class 7 contains 96406 members 
Mstep: Class 8 contains 15985 members 
Mstep: Class 9 contains 844316 members 
Mstep: Class 10 contains 34518 members 
Mstep: Class 11 contains 259644 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35996 members 
Mstep: Class 16 contains 26579 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 18 contains 50339 members 
Mstep: Class 19 contains 40556 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18844 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20719 members 
Mstep: Class 24 contains 161735 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26491 members 
Mstep: Class 27 contains 8809 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5410 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806496.000000 Penalty: 114399.593750
Iteration 244Q: 33 clusters Score -1.428065e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29007 members 
Mstep: Class 3 contains 17506 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 6540 members 
Mstep: Class 6 contains 19200 members 
Mstep: Class 7 contains 96408 members 
Mstep: Class 8 contains 15985 members 
Mstep: Class 9 contains 844304 members 
Mstep: Class 10 contains 34514 members 
Mstep: Class 11 contains 259628 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35954 members 
Mstep: Class 16 contains 26585 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 50339 members 
Mstep: Class 19 contains 40556 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18840 members 
Mstep: Class 22 contains 1836 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161737 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26542 members 
Mstep: Class 27 contains 8808 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806480.000000 Penalty: 114399.593750
Iteration 245Q: 33 clusters Score -1.428065e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29009 members 
Mstep: Class 3 contains 17506 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19202 members 
Mstep: Class 7 contains 96413 members 
Mstep: Class 8 contains 15980 members 
Mstep: Class 9 contains 844298 members 
Mstep: Class 10 contains 34508 members 
Mstep: Class 11 contains 259617 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 35913 members 
Mstep: Class 16 contains 26589 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50341 members 
Mstep: Class 19 contains 40555 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18839 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161741 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26586 members 
Mstep: Class 27 contains 8810 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5411 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806512.000000 Penalty: 114399.593750
Iteration 246Q: 33 clusters Score -1.428065e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29012 members 
Mstep: Class 3 contains 17507 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19203 members 
Mstep: Class 7 contains 96416 members 
Mstep: Class 8 contains 15980 members 
Mstep: Class 9 contains 844303 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259603 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21229 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 35873 members 
Mstep: Class 16 contains 26594 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50342 members 
Mstep: Class 19 contains 40555 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18836 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 161742 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26615 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5412 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806464.000000 Penalty: 114399.593750
Iteration 247Q: 33 clusters Score -1.428065e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29012 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19205 members 
Mstep: Class 7 contains 96414 members 
Mstep: Class 8 contains 15984 members 
Mstep: Class 9 contains 844309 members 
Mstep: Class 10 contains 34498 members 
Mstep: Class 11 contains 259586 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21228 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35837 members 
Mstep: Class 16 contains 26600 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50343 members 
Mstep: Class 19 contains 40556 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18831 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20721 members 
Mstep: Class 24 contains 161742 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26649 members 
Mstep: Class 27 contains 8815 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5415 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806432.000000 Penalty: 114399.593750
Iteration 248Q: 33 clusters Score -1.428064e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29014 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19211 members 
Mstep: Class 7 contains 96412 members 
Mstep: Class 8 contains 15981 members 
Mstep: Class 9 contains 844314 members 
Mstep: Class 10 contains 34494 members 
Mstep: Class 11 contains 259572 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21228 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 35791 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50347 members 
Mstep: Class 19 contains 40557 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18830 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 161743 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26684 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5416 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806528.000000 Penalty: 114399.593750
Iteration 249Q: 33 clusters Score -1.428065e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29013 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 19215 members 
Mstep: Class 7 contains 96411 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 844328 members 
Mstep: Class 10 contains 34495 members 
Mstep: Class 11 contains 259565 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21227 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 35750 members 
Mstep: Class 16 contains 26606 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50350 members 
Mstep: Class 19 contains 40556 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18828 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20723 members 
Mstep: Class 24 contains 161744 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26711 members 
Mstep: Class 27 contains 8815 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5420 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806432.000000 Penalty: 114399.593750
Iteration 250Q: 33 clusters Score -1.428064e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29014 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 19216 members 
Mstep: Class 7 contains 96411 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 844324 members 
Mstep: Class 10 contains 34492 members 
Mstep: Class 11 contains 259556 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21226 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35723 members 
Mstep: Class 16 contains 26609 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50352 members 
Mstep: Class 19 contains 40554 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18824 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20724 members 
Mstep: Class 24 contains 161746 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26745 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5422 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 251Q: 33 clusters Score -1.428063e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29016 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19213 members 
Mstep: Class 7 contains 96414 members 
Mstep: Class 8 contains 15975 members 
Mstep: Class 9 contains 844328 members 
Mstep: Class 10 contains 34491 members 
Mstep: Class 11 contains 259544 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21224 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35692 members 
Mstep: Class 16 contains 26613 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50352 members 
Mstep: Class 19 contains 40551 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18823 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161748 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26772 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5424 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806384.000000 Penalty: 114399.593750
Iteration 252Q: 33 clusters Score -1.428064e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29017 members 
Mstep: Class 3 contains 17509 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19213 members 
Mstep: Class 7 contains 96420 members 
Mstep: Class 8 contains 15976 members 
Mstep: Class 9 contains 844334 members 
Mstep: Class 10 contains 34489 members 
Mstep: Class 11 contains 259536 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35658 members 
Mstep: Class 16 contains 26617 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50353 members 
Mstep: Class 19 contains 40549 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 18822 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161749 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26800 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5423 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806272.000000 Penalty: 114399.593750
Iteration 253Q: 33 clusters Score -1.428063e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29019 members 
Mstep: Class 3 contains 17510 members 
Mstep: Class 4 contains 4458 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19219 members 
Mstep: Class 7 contains 96428 members 
Mstep: Class 8 contains 15974 members 
Mstep: Class 9 contains 844330 members 
Mstep: Class 10 contains 34490 members 
Mstep: Class 11 contains 259519 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35633 members 
Mstep: Class 16 contains 26618 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50358 members 
Mstep: Class 19 contains 40547 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 18821 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161753 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26818 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5423 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806272.000000 Penalty: 114399.593750
Iteration 254Q: 33 clusters Score -1.428063e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29019 members 
Mstep: Class 3 contains 17510 members 
Mstep: Class 4 contains 4460 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19222 members 
Mstep: Class 7 contains 96431 members 
Mstep: Class 8 contains 15971 members 
Mstep: Class 9 contains 844330 members 
Mstep: Class 10 contains 34485 members 
Mstep: Class 11 contains 259504 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35606 members 
Mstep: Class 16 contains 26619 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50366 members 
Mstep: Class 19 contains 40544 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 18822 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161756 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26840 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5425 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 255Q: 33 clusters Score -1.428063e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29016 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 4464 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19229 members 
Mstep: Class 7 contains 96436 members 
Mstep: Class 8 contains 15969 members 
Mstep: Class 9 contains 844328 members 
Mstep: Class 10 contains 34485 members 
Mstep: Class 11 contains 259488 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21220 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35581 members 
Mstep: Class 16 contains 26620 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50375 members 
Mstep: Class 19 contains 40542 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 18822 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161759 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26857 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5426 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806320.000000 Penalty: 114399.593750
Iteration 256Q: 33 clusters Score -1.428063e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29014 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19232 members 
Mstep: Class 7 contains 96441 members 
Mstep: Class 8 contains 15966 members 
Mstep: Class 9 contains 844326 members 
Mstep: Class 10 contains 34488 members 
Mstep: Class 11 contains 259474 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21218 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 35570 members 
Mstep: Class 16 contains 26620 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50379 members 
Mstep: Class 19 contains 40540 members 
Mstep: Class 20 contains 9235 members 
Mstep: Class 21 contains 18823 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161760 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26866 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5427 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 257Q: 33 clusters Score -1.428063e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29016 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19237 members 
Mstep: Class 7 contains 96445 members 
Mstep: Class 8 contains 15963 members 
Mstep: Class 9 contains 844328 members 
Mstep: Class 10 contains 34488 members 
Mstep: Class 11 contains 259461 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21216 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 35562 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50381 members 
Mstep: Class 19 contains 40539 members 
Mstep: Class 20 contains 9234 members 
Mstep: Class 21 contains 18822 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161761 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26873 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5428 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806304.000000 Penalty: 114399.593750
Iteration 258Q: 33 clusters Score -1.428063e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29018 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19241 members 
Mstep: Class 7 contains 96446 members 
Mstep: Class 8 contains 15963 members 
Mstep: Class 9 contains 844331 members 
Mstep: Class 10 contains 34489 members 
Mstep: Class 11 contains 259449 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21214 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 35545 members 
Mstep: Class 16 contains 26622 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50386 members 
Mstep: Class 19 contains 40539 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18822 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161762 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26885 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5429 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 34387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 259Q: 33 clusters Score -1.428062e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29017 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19245 members 
Mstep: Class 7 contains 96448 members 
Mstep: Class 8 contains 15962 members 
Mstep: Class 9 contains 844337 members 
Mstep: Class 10 contains 34490 members 
Mstep: Class 11 contains 259439 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21214 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 35532 members 
Mstep: Class 16 contains 26621 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50393 members 
Mstep: Class 19 contains 40539 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18821 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161763 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26891 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5431 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806272.000000 Penalty: 114399.593750
Iteration 260F: 33 clusters Score -1.428063e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 29018 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19244 members 
Mstep: Class 7 contains 96447 members 
Mstep: Class 8 contains 15960 members 
Mstep: Class 9 contains 844343 members 
Mstep: Class 10 contains 34494 members 
Mstep: Class 11 contains 259432 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21214 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35514 members 
Mstep: Class 16 contains 26623 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50396 members 
Mstep: Class 19 contains 40539 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18821 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161762 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26903 members 
Mstep: Class 27 contains 8820 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5434 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806400.000000 Penalty: 114399.593750
Iteration 261Q: 33 clusters Score -1.428064e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29020 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19251 members 
Mstep: Class 7 contains 96446 members 
Mstep: Class 8 contains 15959 members 
Mstep: Class 9 contains 844343 members 
Mstep: Class 10 contains 34496 members 
Mstep: Class 11 contains 259420 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21213 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35495 members 
Mstep: Class 16 contains 26626 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50402 members 
Mstep: Class 19 contains 40538 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18817 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161763 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26923 members 
Mstep: Class 27 contains 8817 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5437 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 114399.593750
Iteration 262Q: 33 clusters Score -1.428063e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29020 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19253 members 
Mstep: Class 7 contains 96444 members 
Mstep: Class 8 contains 15953 members 
Mstep: Class 9 contains 844341 members 
Mstep: Class 10 contains 34499 members 
Mstep: Class 11 contains 259410 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21211 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35476 members 
Mstep: Class 16 contains 26629 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50405 members 
Mstep: Class 19 contains 40535 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18815 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161765 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26952 members 
Mstep: Class 27 contains 8819 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5438 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 263Q: 33 clusters Score -1.428062e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29020 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19257 members 
Mstep: Class 7 contains 96444 members 
Mstep: Class 8 contains 15946 members 
Mstep: Class 9 contains 844345 members 
Mstep: Class 10 contains 34498 members 
Mstep: Class 11 contains 259405 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21211 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35452 members 
Mstep: Class 16 contains 26631 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50406 members 
Mstep: Class 19 contains 40534 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18815 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161768 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26972 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5440 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806240.000000 Penalty: 114399.593750
Iteration 264Q: 33 clusters Score -1.428062e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29021 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4469 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19255 members 
Mstep: Class 7 contains 96446 members 
Mstep: Class 8 contains 15947 members 
Mstep: Class 9 contains 844346 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 259396 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21211 members 
Mstep: Class 14 contains 8597 members 
Mstep: Class 15 contains 35426 members 
Mstep: Class 16 contains 26636 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50408 members 
Mstep: Class 19 contains 40533 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 18814 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161771 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 26994 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5441 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 114399.593750
Iteration 265Q: 33 clusters Score -1.428061e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29022 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19252 members 
Mstep: Class 7 contains 96447 members 
Mstep: Class 8 contains 15945 members 
Mstep: Class 9 contains 844342 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 259385 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21210 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35412 members 
Mstep: Class 16 contains 26640 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50410 members 
Mstep: Class 19 contains 40533 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 18815 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161771 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27013 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5442 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 114399.593750
Iteration 266Q: 33 clusters Score -1.428061e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29023 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 19252 members 
Mstep: Class 7 contains 96451 members 
Mstep: Class 8 contains 15945 members 
Mstep: Class 9 contains 844337 members 
Mstep: Class 10 contains 34496 members 
Mstep: Class 11 contains 259375 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35390 members 
Mstep: Class 16 contains 26644 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50411 members 
Mstep: Class 19 contains 40533 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 18814 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161771 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27041 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5444 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 267Q: 33 clusters Score -1.428061e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29023 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19253 members 
Mstep: Class 7 contains 96453 members 
Mstep: Class 8 contains 15944 members 
Mstep: Class 9 contains 844338 members 
Mstep: Class 10 contains 34489 members 
Mstep: Class 11 contains 259371 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35369 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50411 members 
Mstep: Class 19 contains 40532 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 18810 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20724 members 
Mstep: Class 24 contains 161773 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27072 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5445 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806176.000000 Penalty: 114399.593750
Iteration 268Q: 33 clusters Score -1.428062e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29023 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19253 members 
Mstep: Class 7 contains 96453 members 
Mstep: Class 8 contains 15941 members 
Mstep: Class 9 contains 844346 members 
Mstep: Class 10 contains 34480 members 
Mstep: Class 11 contains 259363 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35353 members 
Mstep: Class 16 contains 26647 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50411 members 
Mstep: Class 19 contains 40531 members 
Mstep: Class 20 contains 9231 members 
Mstep: Class 21 contains 18807 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161777 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27098 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5446 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 269Q: 33 clusters Score -1.428062e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29021 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4468 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19255 members 
Mstep: Class 7 contains 96456 members 
Mstep: Class 8 contains 15936 members 
Mstep: Class 9 contains 844348 members 
Mstep: Class 10 contains 34478 members 
Mstep: Class 11 contains 259356 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35333 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 40530 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18807 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161776 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27120 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5447 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806224.000000 Penalty: 114399.593750
Iteration 270Q: 33 clusters Score -1.428062e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29024 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 4470 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19254 members 
Mstep: Class 7 contains 96457 members 
Mstep: Class 8 contains 15933 members 
Mstep: Class 9 contains 844351 members 
Mstep: Class 10 contains 34478 members 
Mstep: Class 11 contains 259346 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35318 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50415 members 
Mstep: Class 19 contains 40527 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18808 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161778 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27138 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5447 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 271Q: 33 clusters Score -1.428062e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29025 members 
Mstep: Class 3 contains 17513 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19253 members 
Mstep: Class 7 contains 96461 members 
Mstep: Class 8 contains 15932 members 
Mstep: Class 9 contains 844344 members 
Mstep: Class 10 contains 34477 members 
Mstep: Class 11 contains 259345 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35304 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50416 members 
Mstep: Class 19 contains 40523 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18806 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161779 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27159 members 
Mstep: Class 27 contains 8811 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5448 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142805984.000000 Penalty: 114399.593750
Iteration 272Q: 33 clusters Score -1.42806e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29026 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4471 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19256 members 
Mstep: Class 7 contains 96467 members 
Mstep: Class 8 contains 15933 members 
Mstep: Class 9 contains 844339 members 
Mstep: Class 10 contains 34476 members 
Mstep: Class 11 contains 259341 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35285 members 
Mstep: Class 16 contains 26647 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50419 members 
Mstep: Class 19 contains 40520 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18805 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161779 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27178 members 
Mstep: Class 27 contains 8809 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5448 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806048.000000 Penalty: 114399.593750
Iteration 273Q: 33 clusters Score -1.42806e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29024 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4472 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19259 members 
Mstep: Class 7 contains 96467 members 
Mstep: Class 8 contains 15933 members 
Mstep: Class 9 contains 844338 members 
Mstep: Class 10 contains 34475 members 
Mstep: Class 11 contains 259337 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35271 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50419 members 
Mstep: Class 19 contains 40518 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18805 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161780 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27194 members 
Mstep: Class 27 contains 8809 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5450 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 114399.593750
Iteration 274Q: 33 clusters Score -1.428061e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29023 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4473 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19257 members 
Mstep: Class 7 contains 96470 members 
Mstep: Class 8 contains 15932 members 
Mstep: Class 9 contains 844332 members 
Mstep: Class 10 contains 34476 members 
Mstep: Class 11 contains 259334 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35254 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50419 members 
Mstep: Class 19 contains 40516 members 
Mstep: Class 20 contains 9232 members 
Mstep: Class 21 contains 18803 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161782 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27214 members 
Mstep: Class 27 contains 8811 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5452 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806240.000000 Penalty: 114399.593750
Iteration 275Q: 33 clusters Score -1.428062e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29025 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 19257 members 
Mstep: Class 7 contains 96467 members 
Mstep: Class 8 contains 15931 members 
Mstep: Class 9 contains 844324 members 
Mstep: Class 10 contains 34477 members 
Mstep: Class 11 contains 259334 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35247 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50419 members 
Mstep: Class 19 contains 40512 members 
Mstep: Class 20 contains 9230 members 
Mstep: Class 21 contains 18803 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161780 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27234 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 276Q: 33 clusters Score -1.428062e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29030 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 19260 members 
Mstep: Class 7 contains 96467 members 
Mstep: Class 8 contains 15930 members 
Mstep: Class 9 contains 844316 members 
Mstep: Class 10 contains 34474 members 
Mstep: Class 11 contains 259335 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35241 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50420 members 
Mstep: Class 19 contains 40507 members 
Mstep: Class 20 contains 9227 members 
Mstep: Class 21 contains 18804 members 
Mstep: Class 22 contains 1837 members 
Mstep: Class 23 contains 20728 members 
Mstep: Class 24 contains 161780 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27248 members 
Mstep: Class 27 contains 8812 members 
Mstep: Class 28 contains 3281 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 277Q: 33 clusters Score -1.428062e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29034 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19265 members 
Mstep: Class 7 contains 96470 members 
Mstep: Class 8 contains 15930 members 
Mstep: Class 9 contains 844309 members 
Mstep: Class 10 contains 34470 members 
Mstep: Class 11 contains 259334 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 35229 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50420 members 
Mstep: Class 19 contains 40502 members 
Mstep: Class 20 contains 9225 members 
Mstep: Class 21 contains 18803 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20728 members 
Mstep: Class 24 contains 161781 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27265 members 
Mstep: Class 27 contains 8814 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 114399.593750
Iteration 278Q: 33 clusters Score -1.428061e+08 nChanged 59
Entering ConstructFrom: 
Score: -142806096.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (4105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Entering Unmasked Estep 
Score: -312888.843750 Penalty: 2063.350342
	Iteration 0F: 2 clusters Score -312888.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -308885.343750 Penalty: 4126.700684
	Iteration 0F: 3 clusters Score -308885.3 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -309729.968750 Penalty: 4126.700684
	Iteration 1F: 3 clusters Score -309730 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -309932.718750 Penalty: 4126.700684
	Iteration 2F: 3 clusters Score -309932.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -310046.468750 Penalty: 4126.700684
	Iteration 3F: 3 clusters Score -310046.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -310129.343750 Penalty: 4126.700684
	Iteration 4Q: 3 clusters Score -310129.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -310183.750000 Penalty: 4126.700684
	Iteration 5Q: 3 clusters Score -310183.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -310227.218750 Penalty: 4126.700684
	Iteration 6Q: 3 clusters Score -310227.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -310253.531250 Penalty: 4126.700684
	Iteration 7Q: 3 clusters Score -310253.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -310268.187500 Penalty: 4126.700684
	Iteration 8Q: 3 clusters Score -310268.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -310283.718750 Penalty: 4126.700684
	Iteration 9Q: 3 clusters Score -310283.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -310298.468750 Penalty: 4126.700684
	Iteration 10Q: 3 clusters Score -310298.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -310312.000000 Penalty: 4126.700684
	Iteration 11Q: 3 clusters Score -310312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -310322.687500 Penalty: 4126.700684
	Iteration 12Q: 3 clusters Score -310322.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -310331.375000 Penalty: 4126.700684
	Iteration 13Q: 3 clusters Score -310331.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -310347.000000 Penalty: 4126.700684
	Iteration 14Q: 3 clusters Score -310347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -310362.437500 Penalty: 4126.700684
	Iteration 15Q: 3 clusters Score -310362.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -310374.937500 Penalty: 4126.700684
	Iteration 16Q: 3 clusters Score -310374.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -310390.875000 Penalty: 4126.700684
	Iteration 17Q: 3 clusters Score -310390.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -310411.437500 Penalty: 4126.700684
	Iteration 18Q: 3 clusters Score -310411.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -310441.500000 Penalty: 4126.700684
	Iteration 19Q: 3 clusters Score -310441.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -310469.187500 Penalty: 4126.700684
	Iteration 20F: 3 clusters Score -310469.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -310498.062500 Penalty: 4126.700684
	Iteration 21Q: 3 clusters Score -310498.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -310527.437500 Penalty: 4126.700684
	Iteration 22Q: 3 clusters Score -310527.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -310558.687500 Penalty: 4126.700684
	Iteration 23Q: 3 clusters Score -310558.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -310588.156250 Penalty: 4126.700684
	Iteration 24Q: 3 clusters Score -310588.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -310613.406250 Penalty: 4126.700684
	Iteration 25Q: 3 clusters Score -310613.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -310633.718750 Penalty: 4126.700684
	Iteration 26Q: 3 clusters Score -310633.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -310650.593750 Penalty: 4126.700684
	Iteration 27Q: 3 clusters Score -310650.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -310665.812500 Penalty: 4126.700684
	Iteration 28Q: 3 clusters Score -310665.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -310675.468750 Penalty: 4126.700684
	Iteration 29Q: 3 clusters Score -310675.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -310686.781250 Penalty: 4126.700684
	Iteration 30Q: 3 clusters Score -310686.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -310696.031250 Penalty: 4126.700684
	Iteration 31Q: 3 clusters Score -310696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -310702.750000 Penalty: 4126.700684
	Iteration 32Q: 3 clusters Score -310702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -310710.062500 Penalty: 4126.700684
	Iteration 33Q: 3 clusters Score -310710.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -310719.875000 Penalty: 4126.700684
	Iteration 34Q: 3 clusters Score -310719.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -310731.156250 Penalty: 4126.700684
	Iteration 35Q: 3 clusters Score -310731.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -310741.343750 Penalty: 4126.700684
	Iteration 36Q: 3 clusters Score -310741.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -310749.312500 Penalty: 4126.700684
	Iteration 37Q: 3 clusters Score -310749.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -310756.562500 Penalty: 4126.700684
	Iteration 38Q: 3 clusters Score -310756.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -310760.531250 Penalty: 4126.700684
	Iteration 39Q: 3 clusters Score -310760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -310766.187500 Penalty: 4126.700684
	Iteration 40F: 3 clusters Score -310766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -310770.250000 Penalty: 4126.700684
	Iteration 41Q: 3 clusters Score -310770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -310774.031250 Penalty: 4126.700684
	Iteration 42Q: 3 clusters Score -310774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -310775.843750 Penalty: 4126.700684
	Iteration 43Q: 3 clusters Score -310775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -310777.843750 Penalty: 4126.700684
	Iteration 44Q: 3 clusters Score -310777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -310778.093750 Penalty: 4126.700684
	Iteration 45Q: 3 clusters Score -310778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -310778.531250 Penalty: 4126.700684
	Iteration 46Q: 3 clusters Score -310778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -310778.593750 Penalty: 4126.700684
	Iteration 47Q: 3 clusters Score -310778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -310779.125000 Penalty: 4126.700684
	Iteration 48Q: 3 clusters Score -310779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -310780.093750 Penalty: 4126.700684
	Iteration 49Q: 3 clusters Score -310780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -310781.562500 Penalty: 4126.700684
	Iteration 50Q: 3 clusters Score -310781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -310783.000000 Penalty: 4126.700684
	Iteration 51Q: 3 clusters Score -310783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -310784.031250 Penalty: 4126.700684
	Iteration 52Q: 3 clusters Score -310784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -310786.187500 Penalty: 4126.700684
	Iteration 53Q: 3 clusters Score -310786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -310786.875000 Penalty: 4126.700684
	Iteration 54Q: 3 clusters Score -310786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -310786.531250 Penalty: 4126.700684
	Iteration 55Q: 3 clusters Score -310786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -310787.906250 Penalty: 4126.700684
	Iteration 56Q: 3 clusters Score -310787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -310789.656250 Penalty: 4126.700684
	Iteration 57Q: 3 clusters Score -310789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -310791.875000 Penalty: 4126.700684
	Iteration 58Q: 3 clusters Score -310791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -310795.156250 Penalty: 4126.700684
	Iteration 59Q: 3 clusters Score -310795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -310798.843750 Penalty: 4126.700684
	Iteration 60F: 3 clusters Score -310798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -310804.562500 Penalty: 4126.700684
	Iteration 61Q: 3 clusters Score -310804.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -310811.031250 Penalty: 4126.700684
	Iteration 62Q: 3 clusters Score -310811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -310817.312500 Penalty: 4126.700684
	Iteration 63Q: 3 clusters Score -310817.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -310832.968750 Penalty: 4126.700684
	Iteration 64Q: 3 clusters Score -310833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -310848.875000 Penalty: 4126.700684
	Iteration 65Q: 3 clusters Score -310848.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -310862.687500 Penalty: 4126.700684
	Iteration 66Q: 3 clusters Score -310862.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -310875.875000 Penalty: 4126.700684
	Iteration 67Q: 3 clusters Score -310875.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -310884.531250 Penalty: 4126.700684
	Iteration 68Q: 3 clusters Score -310884.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -310891.187500 Penalty: 4126.700684
	Iteration 69Q: 3 clusters Score -310891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -310899.312500 Penalty: 4126.700684
	Iteration 70Q: 3 clusters Score -310899.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -310905.562500 Penalty: 4126.700684
	Iteration 71Q: 3 clusters Score -310905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -310909.750000 Penalty: 4126.700684
	Iteration 72Q: 3 clusters Score -310909.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -310913.906250 Penalty: 4126.700684
	Iteration 73Q: 3 clusters Score -310913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -310920.531250 Penalty: 4126.700684
	Iteration 74Q: 3 clusters Score -310920.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -310926.468750 Penalty: 4126.700684
	Iteration 75Q: 3 clusters Score -310926.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -310933.906250 Penalty: 4126.700684
	Iteration 76Q: 3 clusters Score -310933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -310938.531250 Penalty: 4126.700684
	Iteration 77Q: 3 clusters Score -310938.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -310943.593750 Penalty: 4126.700684
	Iteration 78Q: 3 clusters Score -310943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -310949.031250 Penalty: 4126.700684
	Iteration 79Q: 3 clusters Score -310949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -310954.937500 Penalty: 4126.700684
	Iteration 80F: 3 clusters Score -310954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -310958.312500 Penalty: 4126.700684
	Iteration 81Q: 3 clusters Score -310958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -310962.437500 Penalty: 4126.700684
	Iteration 82Q: 3 clusters Score -310962.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -310971.437500 Penalty: 4126.700684
	Iteration 83Q: 3 clusters Score -310971.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -310982.062500 Penalty: 4126.700684
	Iteration 84Q: 3 clusters Score -310982.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -310991.218750 Penalty: 4126.700684
	Iteration 85Q: 3 clusters Score -310991.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -311000.812500 Penalty: 4126.700684
	Iteration 86Q: 3 clusters Score -311000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -311010.593750 Penalty: 4126.700684
	Iteration 87Q: 3 clusters Score -311010.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -311020.343750 Penalty: 4126.700684
	Iteration 88Q: 3 clusters Score -311020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -311027.937500 Penalty: 4126.700684
	Iteration 89Q: 3 clusters Score -311027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -311031.937500 Penalty: 4126.700684
	Iteration 90Q: 3 clusters Score -311031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -311039.406250 Penalty: 4126.700684
	Iteration 91Q: 3 clusters Score -311039.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -311047.906250 Penalty: 4126.700684
	Iteration 92Q: 3 clusters Score -311047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -311052.218750 Penalty: 4126.700684
	Iteration 93Q: 3 clusters Score -311052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -311058.750000 Penalty: 4126.700684
	Iteration 94Q: 3 clusters Score -311058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -311063.062500 Penalty: 4126.700684
	Iteration 95Q: 3 clusters Score -311063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -311067.218750 Penalty: 4126.700684
	Iteration 96Q: 3 clusters Score -311067.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -311072.375000 Penalty: 4126.700684
	Iteration 97Q: 3 clusters Score -311072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -311075.687500 Penalty: 4126.700684
	Iteration 98Q: 3 clusters Score -311075.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -311078.406250 Penalty: 4126.700684
	Iteration 99Q: 3 clusters Score -311078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -311079.500000 Penalty: 4126.700684
	Iteration 100F: 3 clusters Score -311079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -311082.718750 Penalty: 4126.700684
	Iteration 101Q: 3 clusters Score -311082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -311083.781250 Penalty: 4126.700684
	Iteration 102Q: 3 clusters Score -311083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -311085.000000 Penalty: 4126.700684
	Iteration 103Q: 3 clusters Score -311085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -311085.312500 Penalty: 4126.700684
	Iteration 104Q: 3 clusters Score -311085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -311086.000000 Penalty: 4126.700684
	Iteration 105Q: 3 clusters Score -311086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -311086.625000 Penalty: 4126.700684
	Iteration 106Q: 3 clusters Score -311086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -311087.156250 Penalty: 4126.700684
	Iteration 107Q: 3 clusters Score -311087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -311087.593750 Penalty: 4126.700684
	Iteration 108Q: 3 clusters Score -311087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -311087.843750 Penalty: 4126.700684
	Iteration 109Q: 3 clusters Score -311087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -311087.843750 Penalty: 4126.700684
	Iteration 110F: 3 clusters Score -311087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Entering Unmasked Estep 
Score: -2254013.750000 Penalty: 2548.545898
	Iteration 0F: 2 clusters Score -2254014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2234270.000000 Penalty: 5097.091797
	Iteration 0F: 3 clusters Score -2234270 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2241304.000000 Penalty: 5097.091797
	Iteration 1F: 3 clusters Score -2241304 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2241916.250000 Penalty: 5097.091797
	Iteration 2F: 3 clusters Score -2241916 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2242641.500000 Penalty: 5097.091797
	Iteration 3F: 3 clusters Score -2242642 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2243579.500000 Penalty: 5097.091797
	Iteration 4F: 3 clusters Score -2243580 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2244736.750000 Penalty: 5097.091797
	Iteration 5F: 3 clusters Score -2244737 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2246208.500000 Penalty: 5097.091797
	Iteration 6F: 3 clusters Score -2246208 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2247807.000000 Penalty: 5097.091797
	Iteration 7F: 3 clusters Score -2247807 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2249444.250000 Penalty: 5097.091797
	Iteration 8F: 3 clusters Score -2249444 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2251018.000000 Penalty: 5097.091797
	Iteration 9F: 3 clusters Score -2251018 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2252064.500000 Penalty: 5097.091797
	Iteration 10Q: 3 clusters Score -2252064 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2252575.000000 Penalty: 5097.091797
	Iteration 11Q: 3 clusters Score -2252575 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2252850.000000 Penalty: 5097.091797
	Iteration 12Q: 3 clusters Score -2252850 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2253001.750000 Penalty: 5097.091797
	Iteration 13Q: 3 clusters Score -2253002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2253098.250000 Penalty: 5097.091797
	Iteration 14Q: 3 clusters Score -2253098 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2253167.750000 Penalty: 5097.091797
	Iteration 15Q: 3 clusters Score -2253168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2253226.750000 Penalty: 5097.091797
	Iteration 16Q: 3 clusters Score -2253227 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2253259.500000 Penalty: 5097.091797
	Iteration 17Q: 3 clusters Score -2253260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2253295.500000 Penalty: 5097.091797
	Iteration 18Q: 3 clusters Score -2253296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2253323.250000 Penalty: 5097.091797
	Iteration 19Q: 3 clusters Score -2253323 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2253342.000000 Penalty: 5097.091797
	Iteration 20F: 3 clusters Score -2253342 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2253373.250000 Penalty: 5097.091797
	Iteration 21Q: 3 clusters Score -2253373 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2253388.500000 Penalty: 5097.091797
	Iteration 22Q: 3 clusters Score -2253388 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2253397.750000 Penalty: 5097.091797
	Iteration 23Q: 3 clusters Score -2253398 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2253403.750000 Penalty: 5097.091797
	Iteration 24Q: 3 clusters Score -2253404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2253409.000000 Penalty: 5097.091797
	Iteration 25Q: 3 clusters Score -2253409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2253415.250000 Penalty: 5097.091797
	Iteration 26Q: 3 clusters Score -2253415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2253430.750000 Penalty: 5097.091797
	Iteration 27Q: 3 clusters Score -2253431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2253435.000000 Penalty: 5097.091797
	Iteration 28Q: 3 clusters Score -2253435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2253441.500000 Penalty: 5097.091797
	Iteration 29Q: 3 clusters Score -2253442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2253447.500000 Penalty: 5097.091797
	Iteration 30Q: 3 clusters Score -2253448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2253452.500000 Penalty: 5097.091797
	Iteration 31Q: 3 clusters Score -2253452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2253457.750000 Penalty: 5097.091797
	Iteration 32Q: 3 clusters Score -2253458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2253457.000000 Penalty: 5097.091797
	Iteration 33Q: 3 clusters Score -2253457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2253457.250000 Penalty: 5097.091797
	Iteration 34Q: 3 clusters Score -2253457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2253457.750000 Penalty: 5097.091797
	Iteration 35Q: 3 clusters Score -2253458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2253472.250000 Penalty: 5097.091797
	Iteration 36Q: 3 clusters Score -2253472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2253471.500000 Penalty: 5097.091797
	Iteration 37Q: 3 clusters Score -2253472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2253470.250000 Penalty: 5097.091797
	Iteration 38Q: 3 clusters Score -2253470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2253468.750000 Penalty: 5097.091797
	Iteration 39Q: 3 clusters Score -2253469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2253473.250000 Penalty: 5097.091797
	Iteration 40F: 3 clusters Score -2253473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2253480.250000 Penalty: 5097.091797
	Iteration 41Q: 3 clusters Score -2253480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2253476.000000 Penalty: 5097.091797
	Iteration 42Q: 3 clusters Score -2253476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2253475.250000 Penalty: 5097.091797
	Iteration 43Q: 3 clusters Score -2253475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2253473.500000 Penalty: 5097.091797
	Iteration 44Q: 3 clusters Score -2253474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2253470.500000 Penalty: 5097.091797
	Iteration 45Q: 3 clusters Score -2253470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2253471.000000 Penalty: 5097.091797
	Iteration 46Q: 3 clusters Score -2253471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2253478.000000 Penalty: 5097.091797
	Iteration 47Q: 3 clusters Score -2253478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2253477.750000 Penalty: 5097.091797
	Iteration 48Q: 3 clusters Score -2253478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2253477.750000 Penalty: 5097.091797
	Iteration 49Q: 3 clusters Score -2253478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2253481.000000 Penalty: 5097.091797
	Iteration 50Q: 3 clusters Score -2253481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2253479.500000 Penalty: 5097.091797
	Iteration 51Q: 3 clusters Score -2253480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2253477.750000 Penalty: 5097.091797
	Iteration 52Q: 3 clusters Score -2253478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2253477.750000 Penalty: 5097.091797
	Iteration 53F: 3 clusters Score -2253478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Entering Unmasked Estep 
Score: -1451368.625000 Penalty: 2423.147461
	Iteration 0F: 2 clusters Score -1451369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1438878.750000 Penalty: 4846.294922
	Iteration 0F: 3 clusters Score -1438879 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1442875.000000 Penalty: 4846.294922
	Iteration 1F: 3 clusters Score -1442875 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1443198.250000 Penalty: 4846.294922
	Iteration 2F: 3 clusters Score -1443198 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1443416.625000 Penalty: 4846.294922
	Iteration 3Q: 3 clusters Score -1443417 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1443577.875000 Penalty: 4846.294922
	Iteration 4Q: 3 clusters Score -1443578 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1443696.500000 Penalty: 4846.294922
	Iteration 5Q: 3 clusters Score -1443696 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1443807.250000 Penalty: 4846.294922
	Iteration 6Q: 3 clusters Score -1443807 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1443924.250000 Penalty: 4846.294922
	Iteration 7Q: 3 clusters Score -1443924 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1444067.375000 Penalty: 4846.294922
	Iteration 8Q: 3 clusters Score -1444067 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1444225.625000 Penalty: 4846.294922
	Iteration 9Q: 3 clusters Score -1444226 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1444444.000000 Penalty: 4846.294922
	Iteration 10Q: 3 clusters Score -1444444 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1444750.750000 Penalty: 4846.294922
	Iteration 11Q: 3 clusters Score -1444751 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1445160.375000 Penalty: 4846.294922
	Iteration 12Q: 3 clusters Score -1445160 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1445698.125000 Penalty: 4846.294922
	Iteration 13Q: 3 clusters Score -1445698 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1446357.250000 Penalty: 4846.294922
	Iteration 14F: 3 clusters Score -1446357 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1447092.125000 Penalty: 4846.294922
	Iteration 15F: 3 clusters Score -1447092 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1447773.875000 Penalty: 4846.294922
	Iteration 16Q: 3 clusters Score -1447774 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1448289.500000 Penalty: 4846.294922
	Iteration 17Q: 3 clusters Score -1448290 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1448637.500000 Penalty: 4846.294922
	Iteration 18Q: 3 clusters Score -1448638 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1448891.750000 Penalty: 4846.294922
	Iteration 19Q: 3 clusters Score -1448892 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1449030.750000 Penalty: 4846.294922
	Iteration 20F: 3 clusters Score -1449031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1449119.250000 Penalty: 4846.294922
	Iteration 21Q: 3 clusters Score -1449119 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1449169.875000 Penalty: 4846.294922
	Iteration 22Q: 3 clusters Score -1449170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1449207.625000 Penalty: 4846.294922
	Iteration 23Q: 3 clusters Score -1449208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1449228.375000 Penalty: 4846.294922
	Iteration 24Q: 3 clusters Score -1449228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1449242.875000 Penalty: 4846.294922
	Iteration 25Q: 3 clusters Score -1449243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -1449251.750000 Penalty: 4846.294922
	Iteration 26Q: 3 clusters Score -1449252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1449258.500000 Penalty: 4846.294922
	Iteration 27Q: 3 clusters Score -1449258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -1449268.250000 Penalty: 4846.294922
	Iteration 28Q: 3 clusters Score -1449268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1449275.000000 Penalty: 4846.294922
	Iteration 29Q: 3 clusters Score -1449275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -1449283.625000 Penalty: 4846.294922
	Iteration 30Q: 3 clusters Score -1449284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1449292.625000 Penalty: 4846.294922
	Iteration 31Q: 3 clusters Score -1449293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1449295.250000 Penalty: 4846.294922
	Iteration 32Q: 3 clusters Score -1449295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -1449297.500000 Penalty: 4846.294922
	Iteration 33Q: 3 clusters Score -1449298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1449298.625000 Penalty: 4846.294922
	Iteration 34Q: 3 clusters Score -1449299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1449299.625000 Penalty: 4846.294922
	Iteration 35Q: 3 clusters Score -1449300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1449302.250000 Penalty: 4846.294922
	Iteration 36Q: 3 clusters Score -1449302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1449307.875000 Penalty: 4846.294922
	Iteration 37Q: 3 clusters Score -1449308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -1449314.250000 Penalty: 4846.294922
	Iteration 38Q: 3 clusters Score -1449314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1449317.250000 Penalty: 4846.294922
	Iteration 39Q: 3 clusters Score -1449317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -1449320.625000 Penalty: 4846.294922
	Iteration 40F: 3 clusters Score -1449321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1449320.000000 Penalty: 4846.294922
	Iteration 41Q: 3 clusters Score -1449320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1449321.625000 Penalty: 4846.294922
	Iteration 42Q: 3 clusters Score -1449322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1449321.625000 Penalty: 4846.294922
	Iteration 43F: 3 clusters Score -1449322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -347522.875000 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -347522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -343358.406250 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -343358.4 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -344316.437500 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -344316.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -344504.875000 Penalty: 4170.170410
	Iteration 2F: 3 clusters Score -344504.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -344645.625000 Penalty: 4170.170410
	Iteration 3F: 3 clusters Score -344645.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -344722.906250 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -344722.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -344794.875000 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -344794.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -344879.031250 Penalty: 4170.170410
	Iteration 6Q: 3 clusters Score -344879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -344976.656250 Penalty: 4170.170410
	Iteration 7Q: 3 clusters Score -344976.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -345125.093750 Penalty: 4170.170410
	Iteration 8Q: 3 clusters Score -345125.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -345319.406250 Penalty: 4170.170410
	Iteration 9Q: 3 clusters Score -345319.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -345544.937500 Penalty: 4170.170410
	Iteration 10Q: 3 clusters Score -345544.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -345702.375000 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -345702.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345824.343750 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -345824.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -345919.875000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -345919.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -346008.000000 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -346008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -346093.343750 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -346093.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -346187.875000 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -346187.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -346270.531250 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -346270.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -346340.750000 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -346340.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -346391.906250 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -346391.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -346433.000000 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -346433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -346472.750000 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -346472.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -346512.531250 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -346512.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -346555.687500 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -346555.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -346599.968750 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -346600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -346634.250000 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -346634.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -346662.281250 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -346662.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -346682.687500 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -346682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -346695.000000 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -346695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -346701.937500 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -346701.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -346707.468750 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -346707.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -346711.406250 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -346711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -346720.031250 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -346720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -346728.625000 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -346728.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -346736.093750 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -346736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -346739.968750 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -346740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -346742.218750 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -346742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -346744.687500 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -346744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -346746.218750 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -346746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -346747.812500 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -346747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -346748.906250 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -346748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -519349.843750 Penalty: 2178.624023
	Iteration 0F: 2 clusters Score -519349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -513895.500000 Penalty: 4357.248047
	Iteration 0F: 3 clusters Score -513895.5 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -515332.375000 Penalty: 4357.248047
	Iteration 1F: 3 clusters Score -515332.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -515672.406250 Penalty: 4357.248047
	Iteration 2F: 3 clusters Score -515672.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -515983.406250 Penalty: 4357.248047
	Iteration 3F: 3 clusters Score -515983.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -516269.625000 Penalty: 4357.248047
	Iteration 4F: 3 clusters Score -516269.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -516467.031250 Penalty: 4357.248047
	Iteration 5Q: 3 clusters Score -516467 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -516613.343750 Penalty: 4357.248047
	Iteration 6Q: 3 clusters Score -516613.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -516719.468750 Penalty: 4357.248047
	Iteration 7Q: 3 clusters Score -516719.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -516793.312500 Penalty: 4357.248047
	Iteration 8Q: 3 clusters Score -516793.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -516848.781250 Penalty: 4357.248047
	Iteration 9Q: 3 clusters Score -516848.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -516886.406250 Penalty: 4357.248047
	Iteration 10Q: 3 clusters Score -516886.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -516920.718750 Penalty: 4357.248047
	Iteration 11Q: 3 clusters Score -516920.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -516949.125000 Penalty: 4357.248047
	Iteration 12Q: 3 clusters Score -516949.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -516979.812500 Penalty: 4357.248047
	Iteration 13Q: 3 clusters Score -516979.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -517011.437500 Penalty: 4357.248047
	Iteration 14Q: 3 clusters Score -517011.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -517040.375000 Penalty: 4357.248047
	Iteration 15Q: 3 clusters Score -517040.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -517064.312500 Penalty: 4357.248047
	Iteration 16Q: 3 clusters Score -517064.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -517083.875000 Penalty: 4357.248047
	Iteration 17Q: 3 clusters Score -517083.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -517108.031250 Penalty: 4357.248047
	Iteration 18Q: 3 clusters Score -517108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -517132.062500 Penalty: 4357.248047
	Iteration 19Q: 3 clusters Score -517132.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -517154.375000 Penalty: 4357.248047
	Iteration 20F: 3 clusters Score -517154.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -517175.593750 Penalty: 4357.248047
	Iteration 21Q: 3 clusters Score -517175.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -517201.531250 Penalty: 4357.248047
	Iteration 22Q: 3 clusters Score -517201.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -517222.593750 Penalty: 4357.248047
	Iteration 23Q: 3 clusters Score -517222.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -517241.187500 Penalty: 4357.248047
	Iteration 24Q: 3 clusters Score -517241.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -517259.687500 Penalty: 4357.248047
	Iteration 25Q: 3 clusters Score -517259.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -517283.250000 Penalty: 4357.248047
	Iteration 26Q: 3 clusters Score -517283.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -517308.250000 Penalty: 4357.248047
	Iteration 27Q: 3 clusters Score -517308.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -517332.187500 Penalty: 4357.248047
	Iteration 28Q: 3 clusters Score -517332.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -517353.500000 Penalty: 4357.248047
	Iteration 29Q: 3 clusters Score -517353.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -517371.437500 Penalty: 4357.248047
	Iteration 30Q: 3 clusters Score -517371.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -517391.437500 Penalty: 4357.248047
	Iteration 31Q: 3 clusters Score -517391.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -517410.156250 Penalty: 4357.248047
	Iteration 32Q: 3 clusters Score -517410.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -517424.031250 Penalty: 4357.248047
	Iteration 33Q: 3 clusters Score -517424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -517440.500000 Penalty: 4357.248047
	Iteration 34Q: 3 clusters Score -517440.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -517452.281250 Penalty: 4357.248047
	Iteration 35Q: 3 clusters Score -517452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -517461.250000 Penalty: 4357.248047
	Iteration 36Q: 3 clusters Score -517461.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -517465.656250 Penalty: 4357.248047
	Iteration 37Q: 3 clusters Score -517465.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -517472.781250 Penalty: 4357.248047
	Iteration 38Q: 3 clusters Score -517472.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -517479.406250 Penalty: 4357.248047
	Iteration 39Q: 3 clusters Score -517479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -517485.343750 Penalty: 4357.248047
	Iteration 40F: 3 clusters Score -517485.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -517488.375000 Penalty: 4357.248047
	Iteration 41Q: 3 clusters Score -517488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -517490.093750 Penalty: 4357.248047
	Iteration 42Q: 3 clusters Score -517490.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -517491.281250 Penalty: 4357.248047
	Iteration 43Q: 3 clusters Score -517491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -517492.093750 Penalty: 4357.248047
	Iteration 44Q: 3 clusters Score -517492.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -517493.062500 Penalty: 4357.248047
	Iteration 45Q: 3 clusters Score -517493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -517494.187500 Penalty: 4357.248047
	Iteration 46Q: 3 clusters Score -517494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -517495.343750 Penalty: 4357.248047
	Iteration 47Q: 3 clusters Score -517495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -517496.093750 Penalty: 4357.248047
	Iteration 48Q: 3 clusters Score -517496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -517496.000000 Penalty: 4357.248047
	Iteration 49Q: 3 clusters Score -517496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -517496.593750 Penalty: 4357.248047
	Iteration 50Q: 3 clusters Score -517496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -517497.531250 Penalty: 4357.248047
	Iteration 51Q: 3 clusters Score -517497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -517497.531250 Penalty: 4357.248047
	Iteration 52Q: 3 clusters Score -517497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -517497.531250 Penalty: 4357.248047
	Iteration 53F: 3 clusters Score -517497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Entering Unmasked Estep 
Score: -1340893.750000 Penalty: 2446.817871
	Iteration 0F: 2 clusters Score -1340894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1327263.000000 Penalty: 4893.635742
	Iteration 0F: 3 clusters Score -1327263 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1332090.750000 Penalty: 4893.635742
	Iteration 1F: 3 clusters Score -1332091 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1332660.000000 Penalty: 4893.635742
	Iteration 2F: 3 clusters Score -1332660 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1333160.375000 Penalty: 4893.635742
	Iteration 3F: 3 clusters Score -1333160 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1333644.250000 Penalty: 4893.635742
	Iteration 4F: 3 clusters Score -1333644 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1334108.500000 Penalty: 4893.635742
	Iteration 5Q: 3 clusters Score -1334108 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1334577.625000 Penalty: 4893.635742
	Iteration 6Q: 3 clusters Score -1334578 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1335123.000000 Penalty: 4893.635742
	Iteration 7Q: 3 clusters Score -1335123 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1335668.250000 Penalty: 4893.635742
	Iteration 8Q: 3 clusters Score -1335668 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1336200.250000 Penalty: 4893.635742
	Iteration 9Q: 3 clusters Score -1336200 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1336619.750000 Penalty: 4893.635742
	Iteration 10Q: 3 clusters Score -1336620 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1336935.125000 Penalty: 4893.635742
	Iteration 11Q: 3 clusters Score -1336935 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1337172.500000 Penalty: 4893.635742
	Iteration 12Q: 3 clusters Score -1337172 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1337355.625000 Penalty: 4893.635742
	Iteration 13Q: 3 clusters Score -1337356 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1337511.000000 Penalty: 4893.635742
	Iteration 14Q: 3 clusters Score -1337511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1337623.375000 Penalty: 4893.635742
	Iteration 15Q: 3 clusters Score -1337623 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1337732.500000 Penalty: 4893.635742
	Iteration 16Q: 3 clusters Score -1337732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1337836.750000 Penalty: 4893.635742
	Iteration 17Q: 3 clusters Score -1337837 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1337942.875000 Penalty: 4893.635742
	Iteration 18Q: 3 clusters Score -1337943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1338045.250000 Penalty: 4893.635742
	Iteration 19Q: 3 clusters Score -1338045 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1338135.750000 Penalty: 4893.635742
	Iteration 20F: 3 clusters Score -1338136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -1338219.875000 Penalty: 4893.635742
	Iteration 21Q: 3 clusters Score -1338220 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1338288.250000 Penalty: 4893.635742
	Iteration 22Q: 3 clusters Score -1338288 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1338342.625000 Penalty: 4893.635742
	Iteration 23Q: 3 clusters Score -1338343 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1338391.250000 Penalty: 4893.635742
	Iteration 24Q: 3 clusters Score -1338391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1338429.375000 Penalty: 4893.635742
	Iteration 25Q: 3 clusters Score -1338429 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1338470.750000 Penalty: 4893.635742
	Iteration 26Q: 3 clusters Score -1338471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1338498.750000 Penalty: 4893.635742
	Iteration 27Q: 3 clusters Score -1338499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1338526.750000 Penalty: 4893.635742
	Iteration 28Q: 3 clusters Score -1338527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1338551.500000 Penalty: 4893.635742
	Iteration 29Q: 3 clusters Score -1338552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1338568.875000 Penalty: 4893.635742
	Iteration 30Q: 3 clusters Score -1338569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1338586.375000 Penalty: 4893.635742
	Iteration 31Q: 3 clusters Score -1338586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1338609.000000 Penalty: 4893.635742
	Iteration 32Q: 3 clusters Score -1338609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1338627.625000 Penalty: 4893.635742
	Iteration 33Q: 3 clusters Score -1338628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1338640.375000 Penalty: 4893.635742
	Iteration 34Q: 3 clusters Score -1338640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1338650.125000 Penalty: 4893.635742
	Iteration 35Q: 3 clusters Score -1338650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1338666.250000 Penalty: 4893.635742
	Iteration 36Q: 3 clusters Score -1338666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1338672.125000 Penalty: 4893.635742
	Iteration 37Q: 3 clusters Score -1338672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1338672.250000 Penalty: 4893.635742
	Iteration 38Q: 3 clusters Score -1338672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1338674.125000 Penalty: 4893.635742
	Iteration 39Q: 3 clusters Score -1338674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1338677.625000 Penalty: 4893.635742
	Iteration 40F: 3 clusters Score -1338678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1338682.250000 Penalty: 4893.635742
	Iteration 41Q: 3 clusters Score -1338682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1338688.375000 Penalty: 4893.635742
	Iteration 42Q: 3 clusters Score -1338688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1338692.125000 Penalty: 4893.635742
	Iteration 43Q: 3 clusters Score -1338692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1338693.250000 Penalty: 4893.635742
	Iteration 44Q: 3 clusters Score -1338693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1338694.500000 Penalty: 4893.635742
	Iteration 45Q: 3 clusters Score -1338694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1338700.625000 Penalty: 4893.635742
	Iteration 46Q: 3 clusters Score -1338701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1338701.125000 Penalty: 4893.635742
	Iteration 47Q: 3 clusters Score -1338701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1338706.500000 Penalty: 4893.635742
	Iteration 48Q: 3 clusters Score -1338706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1338710.250000 Penalty: 4893.635742
	Iteration 49Q: 3 clusters Score -1338710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1338721.875000 Penalty: 4893.635742
	Iteration 50Q: 3 clusters Score -1338722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1338730.375000 Penalty: 4893.635742
	Iteration 51Q: 3 clusters Score -1338730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1338740.125000 Penalty: 4893.635742
	Iteration 52Q: 3 clusters Score -1338740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1338745.625000 Penalty: 4893.635742
	Iteration 53Q: 3 clusters Score -1338746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1338750.375000 Penalty: 4893.635742
	Iteration 54Q: 3 clusters Score -1338750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1338751.375000 Penalty: 4893.635742
	Iteration 55Q: 3 clusters Score -1338751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1338753.875000 Penalty: 4893.635742
	Iteration 56Q: 3 clusters Score -1338754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1338756.125000 Penalty: 4893.635742
	Iteration 57Q: 3 clusters Score -1338756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1338753.875000 Penalty: 4893.635742
	Iteration 58Q: 3 clusters Score -1338754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -1338756.500000 Penalty: 4893.635742
	Iteration 59Q: 3 clusters Score -1338756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1338759.750000 Penalty: 4893.635742
	Iteration 60F: 3 clusters Score -1338760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1338759.750000 Penalty: 4893.635742
	Iteration 61Q: 3 clusters Score -1338760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1338764.500000 Penalty: 4893.635742
	Iteration 62Q: 3 clusters Score -1338764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -1338766.500000 Penalty: 4893.635742
	Iteration 63Q: 3 clusters Score -1338766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1338768.125000 Penalty: 4893.635742
	Iteration 64Q: 3 clusters Score -1338768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1338768.375000 Penalty: 4893.635742
	Iteration 65Q: 3 clusters Score -1338768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1338769.500000 Penalty: 4893.635742
	Iteration 66Q: 3 clusters Score -1338770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -1338770.500000 Penalty: 4893.635742
	Iteration 67Q: 3 clusters Score -1338770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1338772.750000 Penalty: 4893.635742
	Iteration 68Q: 3 clusters Score -1338773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1338772.000000 Penalty: 4893.635742
	Iteration 69Q: 3 clusters Score -1338772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1338774.625000 Penalty: 4893.635742
	Iteration 70Q: 3 clusters Score -1338775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1338774.250000 Penalty: 4893.635742
	Iteration 71Q: 3 clusters Score -1338774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -1338777.625000 Penalty: 4893.635742
	Iteration 72Q: 3 clusters Score -1338778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1338778.875000 Penalty: 4893.635742
	Iteration 73Q: 3 clusters Score -1338779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1338780.125000 Penalty: 4893.635742
	Iteration 74Q: 3 clusters Score -1338780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1338778.000000 Penalty: 4893.635742
	Iteration 75Q: 3 clusters Score -1338778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1338778.000000 Penalty: 4893.635742
	Iteration 76F: 3 clusters Score -1338778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Entering Unmasked Estep 
Score: -7931979.500000 Penalty: 2846.292969
	Iteration 0F: 2 clusters Score -7931980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -7867364.500000 Penalty: 5692.585938
	Iteration 0F: 3 clusters Score -7867364 nChanged 45601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -7893516.500000 Penalty: 5692.585938
	Iteration 1F: 3 clusters Score -7893516 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7894780.000000 Penalty: 5692.585938
	Iteration 2Q: 3 clusters Score -7894780 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7896777.500000 Penalty: 5692.585938
	Iteration 3Q: 3 clusters Score -7896778 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -7900359.500000 Penalty: 5692.585938
	Iteration 4F: 3 clusters Score -7900360 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -7906245.000000 Penalty: 5692.585938
	Iteration 5F: 3 clusters Score -7906245 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7914308.500000 Penalty: 5692.585938
	Iteration 6F: 3 clusters Score -7914308 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7922065.500000 Penalty: 5692.585938
	Iteration 7F: 3 clusters Score -7922066 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -7926882.000000 Penalty: 5692.585938
	Iteration 8Q: 3 clusters Score -7926882 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -7928507.000000 Penalty: 5692.585938
	Iteration 9Q: 3 clusters Score -7928507 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -7929022.500000 Penalty: 5692.585938
	Iteration 10Q: 3 clusters Score -7929022 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7929234.500000 Penalty: 5692.585938
	Iteration 11Q: 3 clusters Score -7929234 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7929338.500000 Penalty: 5692.585938
	Iteration 12Q: 3 clusters Score -7929338 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7929454.500000 Penalty: 5692.585938
	Iteration 13Q: 3 clusters Score -7929454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7929534.500000 Penalty: 5692.585938
	Iteration 14Q: 3 clusters Score -7929534 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91618 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7929588.500000 Penalty: 5692.585938
	Iteration 15Q: 3 clusters Score -7929588 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -7929653.500000 Penalty: 5692.585938
	Iteration 16Q: 3 clusters Score -7929654 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7929710.000000 Penalty: 5692.585938
	Iteration 17Q: 3 clusters Score -7929710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92238 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7929754.000000 Penalty: 5692.585938
	Iteration 18Q: 3 clusters Score -7929754 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7929812.000000 Penalty: 5692.585938
	Iteration 19Q: 3 clusters Score -7929812 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7929877.000000 Penalty: 5692.585938
	Iteration 20F: 3 clusters Score -7929877 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7929897.500000 Penalty: 5692.585938
	Iteration 21Q: 3 clusters Score -7929898 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7929936.500000 Penalty: 5692.585938
	Iteration 22Q: 3 clusters Score -7929936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7929954.000000 Penalty: 5692.585938
	Iteration 23Q: 3 clusters Score -7929954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7930003.500000 Penalty: 5692.585938
	Iteration 24Q: 3 clusters Score -7930004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7930032.000000 Penalty: 5692.585938
	Iteration 25Q: 3 clusters Score -7930032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7930026.000000 Penalty: 5692.585938
	Iteration 26Q: 3 clusters Score -7930026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7930021.000000 Penalty: 5692.585938
	Iteration 27Q: 3 clusters Score -7930021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7930030.000000 Penalty: 5692.585938
	Iteration 28Q: 3 clusters Score -7930030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7930047.500000 Penalty: 5692.585938
	Iteration 29Q: 3 clusters Score -7930048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7930054.500000 Penalty: 5692.585938
	Iteration 30Q: 3 clusters Score -7930054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7930066.000000 Penalty: 5692.585938
	Iteration 31Q: 3 clusters Score -7930066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -7930083.000000 Penalty: 5692.585938
	Iteration 32Q: 3 clusters Score -7930083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7930085.500000 Penalty: 5692.585938
	Iteration 33Q: 3 clusters Score -7930086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7930097.500000 Penalty: 5692.585938
	Iteration 34Q: 3 clusters Score -7930098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7930097.000000 Penalty: 5692.585938
	Iteration 35Q: 3 clusters Score -7930097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93783 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7930121.500000 Penalty: 5692.585938
	Iteration 36Q: 3 clusters Score -7930122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7930118.500000 Penalty: 5692.585938
	Iteration 37Q: 3 clusters Score -7930118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7930120.500000 Penalty: 5692.585938
	Iteration 38Q: 3 clusters Score -7930120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7930122.000000 Penalty: 5692.585938
	Iteration 39Q: 3 clusters Score -7930122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7930125.500000 Penalty: 5692.585938
	Iteration 40F: 3 clusters Score -7930126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7930135.000000 Penalty: 5692.585938
	Iteration 41Q: 3 clusters Score -7930135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7930144.500000 Penalty: 5692.585938
	Iteration 42Q: 3 clusters Score -7930144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7930151.000000 Penalty: 5692.585938
	Iteration 43Q: 3 clusters Score -7930151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7930158.000000 Penalty: 5692.585938
	Iteration 44Q: 3 clusters Score -7930158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7930160.500000 Penalty: 5692.585938
	Iteration 45Q: 3 clusters Score -7930160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7930161.500000 Penalty: 5692.585938
	Iteration 46Q: 3 clusters Score -7930162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7930171.500000 Penalty: 5692.585938
	Iteration 47Q: 3 clusters Score -7930172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7930169.500000 Penalty: 5692.585938
	Iteration 48Q: 3 clusters Score -7930170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7930165.000000 Penalty: 5692.585938
	Iteration 49Q: 3 clusters Score -7930165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7930165.500000 Penalty: 5692.585938
	Iteration 50Q: 3 clusters Score -7930166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7930159.500000 Penalty: 5692.585938
	Iteration 51Q: 3 clusters Score -7930160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7930157.000000 Penalty: 5692.585938
	Iteration 52Q: 3 clusters Score -7930157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7930153.500000 Penalty: 5692.585938
	Iteration 53Q: 3 clusters Score -7930154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7930168.000000 Penalty: 5692.585938
	Iteration 54Q: 3 clusters Score -7930168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7930164.500000 Penalty: 5692.585938
	Iteration 55Q: 3 clusters Score -7930164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7930164.500000 Penalty: 5692.585938
	Iteration 56Q: 3 clusters Score -7930164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7930167.000000 Penalty: 5692.585938
	Iteration 57Q: 3 clusters Score -7930167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7930164.000000 Penalty: 5692.585938
	Iteration 58Q: 3 clusters Score -7930164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7930161.000000 Penalty: 5692.585938
	Iteration 59Q: 3 clusters Score -7930161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7930165.000000 Penalty: 5692.585938
	Iteration 60F: 3 clusters Score -7930165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7930163.000000 Penalty: 5692.585938
	Iteration 61Q: 3 clusters Score -7930163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7930161.000000 Penalty: 5692.585938
	Iteration 62Q: 3 clusters Score -7930161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7930173.000000 Penalty: 5692.585938
	Iteration 63Q: 3 clusters Score -7930173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7930164.000000 Penalty: 5692.585938
	Iteration 64Q: 3 clusters Score -7930164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7930173.500000 Penalty: 5692.585938
	Iteration 65Q: 3 clusters Score -7930174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7930173.500000 Penalty: 5692.585938
	Iteration 66F: 3 clusters Score -7930174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Entering Unmasked Estep 
Score: -1284500.625000 Penalty: 2399.622314
	Iteration 0F: 2 clusters Score -1284501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1272960.875000 Penalty: 4799.244629
	Iteration 0F: 3 clusters Score -1272961 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1276546.625000 Penalty: 4799.244629
	Iteration 1F: 3 clusters Score -1276547 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1276989.625000 Penalty: 4799.244629
	Iteration 2F: 3 clusters Score -1276990 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1277444.000000 Penalty: 4799.244629
	Iteration 3F: 3 clusters Score -1277444 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1277942.750000 Penalty: 4799.244629
	Iteration 4F: 3 clusters Score -1277943 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1278572.375000 Penalty: 4799.244629
	Iteration 5F: 3 clusters Score -1278572 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1279361.875000 Penalty: 4799.244629
	Iteration 6F: 3 clusters Score -1279362 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1280247.375000 Penalty: 4799.244629
	Iteration 7F: 3 clusters Score -1280247 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1281010.625000 Penalty: 4799.244629
	Iteration 8F: 3 clusters Score -1281011 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1281594.125000 Penalty: 4799.244629
	Iteration 9Q: 3 clusters Score -1281594 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1281949.625000 Penalty: 4799.244629
	Iteration 10Q: 3 clusters Score -1281950 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1282173.250000 Penalty: 4799.244629
	Iteration 11Q: 3 clusters Score -1282173 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1282268.125000 Penalty: 4799.244629
	Iteration 12Q: 3 clusters Score -1282268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1282328.500000 Penalty: 4799.244629
	Iteration 13Q: 3 clusters Score -1282328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1282377.125000 Penalty: 4799.244629
	Iteration 14Q: 3 clusters Score -1282377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1282397.125000 Penalty: 4799.244629
	Iteration 15Q: 3 clusters Score -1282397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1282422.000000 Penalty: 4799.244629
	Iteration 16Q: 3 clusters Score -1282422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1282442.000000 Penalty: 4799.244629
	Iteration 17Q: 3 clusters Score -1282442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1282457.625000 Penalty: 4799.244629
	Iteration 18Q: 3 clusters Score -1282458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -1282468.375000 Penalty: 4799.244629
	Iteration 19Q: 3 clusters Score -1282468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1282480.250000 Penalty: 4799.244629
	Iteration 20F: 3 clusters Score -1282480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1282491.250000 Penalty: 4799.244629
	Iteration 21Q: 3 clusters Score -1282491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1282495.500000 Penalty: 4799.244629
	Iteration 22Q: 3 clusters Score -1282496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1282497.500000 Penalty: 4799.244629
	Iteration 23Q: 3 clusters Score -1282498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1282499.000000 Penalty: 4799.244629
	Iteration 24Q: 3 clusters Score -1282499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1282499.000000 Penalty: 4799.244629
	Iteration 25F: 3 clusters Score -1282499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844308 members 
Entering Unmasked Estep 
Score: -68177112.000000 Penalty: 3384.275635
	Iteration 0F: 2 clusters Score -6.817711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422363 members 
Mstep: Class 2 contains 421945 members 
Entering Unmasked Estep 
Score: -67613344.000000 Penalty: 6768.551270
	Iteration 0F: 3 clusters Score -6.761334e+07 nChanged 414117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435646 members 
Mstep: Class 2 contains 408662 members 
Entering Unmasked Estep 
Score: -67864424.000000 Penalty: 6768.551270
	Iteration 1F: 3 clusters Score -6.786442e+07 nChanged 15397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443297 members 
Mstep: Class 2 contains 401011 members 
Entering Unmasked Estep 
Score: -67866360.000000 Penalty: 6768.551270
	Iteration 2Q: 3 clusters Score -6.786636e+07 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455741 members 
Mstep: Class 2 contains 388567 members 
Entering Unmasked Estep 
Score: -67868984.000000 Penalty: 6768.551270
	Iteration 3Q: 3 clusters Score -6.786898e+07 nChanged 23989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475774 members 
Mstep: Class 2 contains 368534 members 
Entering Unmasked Estep 
Score: -67874376.000000 Penalty: 6768.551270
	Iteration 4Q: 3 clusters Score -6.787438e+07 nChanged 33714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507142 members 
Mstep: Class 2 contains 337166 members 
Entering Unmasked Estep 
Score: -67887272.000000 Penalty: 6768.551270
	Iteration 5Q: 3 clusters Score -6.788727e+07 nChanged 48300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554106 members 
Mstep: Class 2 contains 290202 members 
Entering Unmasked Estep 
Score: -67911704.000000 Penalty: 6768.551270
	Iteration 6F: 3 clusters Score -6.79117e+07 nChanged 65954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619454 members 
Mstep: Class 2 contains 224854 members 
Entering Unmasked Estep 
Score: -67958080.000000 Penalty: 6768.551270
	Iteration 7F: 3 clusters Score -6.795808e+07 nChanged 78064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697284 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -68026312.000000 Penalty: 6768.551270
	Iteration 8F: 3 clusters Score -6.802631e+07 nChanged 72093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769299 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -68098872.000000 Penalty: 6768.551270
	Iteration 9F: 3 clusters Score -6.809887e+07 nChanged 46568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815839 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -68146896.000000 Penalty: 6768.551270
	Iteration 10F: 3 clusters Score -6.81469e+07 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835716 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -68166488.000000 Penalty: 6768.551270
	Iteration 11Q: 3 clusters Score -6.816649e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841836 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -68171904.000000 Penalty: 6768.551270
	Iteration 12Q: 3 clusters Score -6.81719e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843451 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -68173296.000000 Penalty: 6768.551270
	Iteration 13Q: 3 clusters Score -6.81733e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843846 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68173648.000000 Penalty: 6768.551270
	Iteration 14Q: 3 clusters Score -6.817365e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843953 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68173832.000000 Penalty: 6768.551270
	Iteration 15Q: 3 clusters Score -6.817383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843981 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68173896.000000 Penalty: 6768.551270
	Iteration 16Q: 3 clusters Score -6.81739e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843999 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68173960.000000 Penalty: 6768.551270
	Iteration 17Q: 3 clusters Score -6.817396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844007 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68173984.000000 Penalty: 6768.551270
	Iteration 18Q: 3 clusters Score -6.817398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844008 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68173992.000000 Penalty: 6768.551270
	Iteration 19Q: 3 clusters Score -6.817399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844015 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68174024.000000 Penalty: 6768.551270
	Iteration 20F: 3 clusters Score -6.817402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844017 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68174024.000000 Penalty: 6768.551270
	Iteration 21Q: 3 clusters Score -6.817402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844020 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68174032.000000 Penalty: 6768.551270
	Iteration 22Q: 3 clusters Score -6.817403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844021 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68174032.000000 Penalty: 6768.551270
	Iteration 23Q: 3 clusters Score -6.817403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844024 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68174032.000000 Penalty: 6768.551270
	Iteration 24Q: 3 clusters Score -6.817403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844024 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68174048.000000 Penalty: 6768.551270
	Iteration 25Q: 3 clusters Score -6.817405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844024 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68174048.000000 Penalty: 6768.551270
	Iteration 26Q: 3 clusters Score -6.817405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844024 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -68174032.000000 Penalty: 6768.551270
	Iteration 27Q: 3 clusters Score -6.817403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844026 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68174056.000000 Penalty: 6768.551270
	Iteration 28Q: 3 clusters Score -6.817406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844027 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68174040.000000 Penalty: 6768.551270
	Iteration 29Q: 3 clusters Score -6.817404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844028 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68174040.000000 Penalty: 6768.551270
	Iteration 30Q: 3 clusters Score -6.817404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844030 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68174056.000000 Penalty: 6768.551270
	Iteration 31Q: 3 clusters Score -6.817406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844032 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68174048.000000 Penalty: 6768.551270
	Iteration 32Q: 3 clusters Score -6.817405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844032 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68174048.000000 Penalty: 6768.551270
	Iteration 33F: 3 clusters Score -6.817405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Entering Unmasked Estep 
Score: -2823094.500000 Penalty: 2591.065430
	Iteration 0F: 2 clusters Score -2823094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2799724.000000 Penalty: 5182.130859
	Iteration 0F: 3 clusters Score -2799724 nChanged 15556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2808292.500000 Penalty: 5182.130859
	Iteration 1F: 3 clusters Score -2808292 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2808946.500000 Penalty: 5182.130859
	Iteration 2Q: 3 clusters Score -2808946 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2809622.750000 Penalty: 5182.130859
	Iteration 3Q: 3 clusters Score -2809623 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2810448.000000 Penalty: 5182.130859
	Iteration 4Q: 3 clusters Score -2810448 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2811466.500000 Penalty: 5182.130859
	Iteration 5F: 3 clusters Score -2811466 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2812731.250000 Penalty: 5182.130859
	Iteration 6F: 3 clusters Score -2812731 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2814159.250000 Penalty: 5182.130859
	Iteration 7F: 3 clusters Score -2814159 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -2815828.500000 Penalty: 5182.130859
	Iteration 8F: 3 clusters Score -2815828 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -2817432.500000 Penalty: 5182.130859
	Iteration 9F: 3 clusters Score -2817432 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -2818752.250000 Penalty: 5182.130859
	Iteration 10Q: 3 clusters Score -2818752 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -2819569.750000 Penalty: 5182.130859
	Iteration 11Q: 3 clusters Score -2819570 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -2820096.500000 Penalty: 5182.130859
	Iteration 12Q: 3 clusters Score -2820096 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -2820400.000000 Penalty: 5182.130859
	Iteration 13Q: 3 clusters Score -2820400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -2820585.500000 Penalty: 5182.130859
	Iteration 14Q: 3 clusters Score -2820586 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -2820692.500000 Penalty: 5182.130859
	Iteration 15Q: 3 clusters Score -2820692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -2820767.000000 Penalty: 5182.130859
	Iteration 16Q: 3 clusters Score -2820767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -2820806.000000 Penalty: 5182.130859
	Iteration 17Q: 3 clusters Score -2820806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -2820845.750000 Penalty: 5182.130859
	Iteration 18Q: 3 clusters Score -2820846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -2820865.500000 Penalty: 5182.130859
	Iteration 19Q: 3 clusters Score -2820866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -2820878.500000 Penalty: 5182.130859
	Iteration 20F: 3 clusters Score -2820878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2820890.500000 Penalty: 5182.130859
	Iteration 21Q: 3 clusters Score -2820890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -2820898.750000 Penalty: 5182.130859
	Iteration 22Q: 3 clusters Score -2820899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -2820896.000000 Penalty: 5182.130859
	Iteration 23Q: 3 clusters Score -2820896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2820896.750000 Penalty: 5182.130859
	Iteration 24Q: 3 clusters Score -2820897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -2820902.500000 Penalty: 5182.130859
	Iteration 25Q: 3 clusters Score -2820902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -2820904.500000 Penalty: 5182.130859
	Iteration 26Q: 3 clusters Score -2820904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -2820902.500000 Penalty: 5182.130859
	Iteration 27Q: 3 clusters Score -2820902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -2820902.000000 Penalty: 5182.130859
	Iteration 28Q: 3 clusters Score -2820902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -2820902.000000 Penalty: 5182.130859
	Iteration 29F: 3 clusters Score -2820902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (259334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259334 members 
Entering Unmasked Estep 
Score: -20948604.000000 Penalty: 3091.536133
	Iteration 0F: 2 clusters Score -2.09486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129699 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -20773762.000000 Penalty: 6183.072266
	Iteration 0F: 3 clusters Score -2.077376e+07 nChanged 125405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 129680 members 
Entering Unmasked Estep 
Score: -20848248.000000 Penalty: 6183.072266
	Iteration 1F: 3 clusters Score -2.084825e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129611 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -20850106.000000 Penalty: 6183.072266
	Iteration 2Q: 3 clusters Score -2.085011e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -20852156.000000 Penalty: 6183.072266
	Iteration 3Q: 3 clusters Score -2.085216e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129744 members 
Mstep: Class 2 contains 129590 members 
Entering Unmasked Estep 
Score: -20855474.000000 Penalty: 6183.072266
	Iteration 4Q: 3 clusters Score -2.085547e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
Score: -20859394.000000 Penalty: 6183.072266
	Iteration 5Q: 3 clusters Score -2.085939e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 128680 members 
Entering Unmasked Estep 
Score: -20865560.000000 Penalty: 6183.072266
	Iteration 6Q: 3 clusters Score -2.086556e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131662 members 
Mstep: Class 2 contains 127672 members 
Entering Unmasked Estep 
Score: -20874550.000000 Penalty: 6183.072266
	Iteration 7F: 3 clusters Score -2.087455e+07 nChanged 16093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -20885704.000000 Penalty: 6183.072266
	Iteration 8F: 3 clusters Score -2.08857e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134715 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -20895320.000000 Penalty: 6183.072266
	Iteration 9F: 3 clusters Score -2.089532e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -20900238.000000 Penalty: 6183.072266
	Iteration 10Q: 3 clusters Score -2.090024e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -20901620.000000 Penalty: 6183.072266
	Iteration 11Q: 3 clusters Score -2.090162e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138880 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -20902102.000000 Penalty: 6183.072266
	Iteration 12Q: 3 clusters Score -2.09021e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140449 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -20902364.000000 Penalty: 6183.072266
	Iteration 13Q: 3 clusters Score -2.090236e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -20902796.000000 Penalty: 6183.072266
	Iteration 14Q: 3 clusters Score -2.09028e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143798 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -20903006.000000 Penalty: 6183.072266
	Iteration 15Q: 3 clusters Score -2.090301e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145676 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -20903436.000000 Penalty: 6183.072266
	Iteration 16Q: 3 clusters Score -2.090344e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147762 members 
Mstep: Class 2 contains 111572 members 
Entering Unmasked Estep 
Score: -20903882.000000 Penalty: 6183.072266
	Iteration 17Q: 3 clusters Score -2.090388e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150057 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -20904408.000000 Penalty: 6183.072266
	Iteration 18Q: 3 clusters Score -2.090441e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -20904964.000000 Penalty: 6183.072266
	Iteration 19Q: 3 clusters Score -2.090496e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 104137 members 
Entering Unmasked Estep 
Score: -20905514.000000 Penalty: 6183.072266
	Iteration 20F: 3 clusters Score -2.090551e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -20906116.000000 Penalty: 6183.072266
	Iteration 21Q: 3 clusters Score -2.090612e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Mstep: Class 2 contains 98129 members 
Entering Unmasked Estep 
Score: -20906796.000000 Penalty: 6183.072266
	Iteration 22Q: 3 clusters Score -2.09068e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164599 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -20907616.000000 Penalty: 6183.072266
	Iteration 23Q: 3 clusters Score -2.090762e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168249 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -20908450.000000 Penalty: 6183.072266
	Iteration 24Q: 3 clusters Score -2.090845e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -20909510.000000 Penalty: 6183.072266
	Iteration 25Q: 3 clusters Score -2.090951e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -20910714.000000 Penalty: 6183.072266
	Iteration 26Q: 3 clusters Score -2.091071e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180594 members 
Mstep: Class 2 contains 78740 members 
Entering Unmasked Estep 
Score: -20911928.000000 Penalty: 6183.072266
	Iteration 27Q: 3 clusters Score -2.091193e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -20913334.000000 Penalty: 6183.072266
	Iteration 28Q: 3 clusters Score -2.091333e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189747 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -20914884.000000 Penalty: 6183.072266
	Iteration 29Q: 3 clusters Score -2.091488e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194603 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -20916540.000000 Penalty: 6183.072266
	Iteration 30Q: 3 clusters Score -2.091654e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199568 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -20918558.000000 Penalty: 6183.072266
	Iteration 31Q: 3 clusters Score -2.091856e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204701 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -20920662.000000 Penalty: 6183.072266
	Iteration 32Q: 3 clusters Score -2.092066e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209879 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -20922884.000000 Penalty: 6183.072266
	Iteration 33Q: 3 clusters Score -2.092288e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214993 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -20925154.000000 Penalty: 6183.072266
	Iteration 34Q: 3 clusters Score -2.092515e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219988 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -20927398.000000 Penalty: 6183.072266
	Iteration 35Q: 3 clusters Score -2.09274e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224820 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -20929716.000000 Penalty: 6183.072266
	Iteration 36Q: 3 clusters Score -2.092972e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229284 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -20931908.000000 Penalty: 6183.072266
	Iteration 37Q: 3 clusters Score -2.093191e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233476 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -20934228.000000 Penalty: 6183.072266
	Iteration 38Q: 3 clusters Score -2.093423e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237274 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -20936140.000000 Penalty: 6183.072266
	Iteration 39Q: 3 clusters Score -2.093614e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240588 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -20938040.000000 Penalty: 6183.072266
	Iteration 40F: 3 clusters Score -2.093804e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243816 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -20940040.000000 Penalty: 6183.072266
	Iteration 41Q: 3 clusters Score -2.094004e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246627 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -20941644.000000 Penalty: 6183.072266
	Iteration 42Q: 3 clusters Score -2.094164e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248857 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -20942916.000000 Penalty: 6183.072266
	Iteration 43Q: 3 clusters Score -2.094292e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250690 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -20943902.000000 Penalty: 6183.072266
	Iteration 44Q: 3 clusters Score -2.09439e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252079 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -20944526.000000 Penalty: 6183.072266
	Iteration 45Q: 3 clusters Score -2.094453e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253197 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -20944908.000000 Penalty: 6183.072266
	Iteration 46Q: 3 clusters Score -2.094491e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254040 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -20945174.000000 Penalty: 6183.072266
	Iteration 47Q: 3 clusters Score -2.094517e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254687 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -20945378.000000 Penalty: 6183.072266
	Iteration 48Q: 3 clusters Score -2.094538e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255173 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -20945548.000000 Penalty: 6183.072266
	Iteration 49Q: 3 clusters Score -2.094555e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255558 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20945626.000000 Penalty: 6183.072266
	Iteration 50Q: 3 clusters Score -2.094563e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255873 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20945748.000000 Penalty: 6183.072266
	Iteration 51Q: 3 clusters Score -2.094575e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256128 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20945814.000000 Penalty: 6183.072266
	Iteration 52Q: 3 clusters Score -2.094581e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256332 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -20945956.000000 Penalty: 6183.072266
	Iteration 53Q: 3 clusters Score -2.094596e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256513 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -20946026.000000 Penalty: 6183.072266
	Iteration 54Q: 3 clusters Score -2.094603e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256665 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -20946072.000000 Penalty: 6183.072266
	Iteration 55Q: 3 clusters Score -2.094607e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256793 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -20946118.000000 Penalty: 6183.072266
	Iteration 56Q: 3 clusters Score -2.094612e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256916 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -20946134.000000 Penalty: 6183.072266
	Iteration 57Q: 3 clusters Score -2.094613e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257011 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -20946166.000000 Penalty: 6183.072266
	Iteration 58Q: 3 clusters Score -2.094617e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257087 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -20946206.000000 Penalty: 6183.072266
	Iteration 59Q: 3 clusters Score -2.094621e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257157 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -20946210.000000 Penalty: 6183.072266
	Iteration 60F: 3 clusters Score -2.094621e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257219 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -20946222.000000 Penalty: 6183.072266
	Iteration 61Q: 3 clusters Score -2.094622e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257287 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -20946230.000000 Penalty: 6183.072266
	Iteration 62Q: 3 clusters Score -2.094623e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257339 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20946236.000000 Penalty: 6183.072266
	Iteration 63Q: 3 clusters Score -2.094624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257379 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20946246.000000 Penalty: 6183.072266
	Iteration 64Q: 3 clusters Score -2.094625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257417 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20946258.000000 Penalty: 6183.072266
	Iteration 65Q: 3 clusters Score -2.094626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257447 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -20946284.000000 Penalty: 6183.072266
	Iteration 66Q: 3 clusters Score -2.094628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257470 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20946272.000000 Penalty: 6183.072266
	Iteration 67Q: 3 clusters Score -2.094627e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257499 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20946274.000000 Penalty: 6183.072266
	Iteration 68Q: 3 clusters Score -2.094627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257526 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20946276.000000 Penalty: 6183.072266
	Iteration 69Q: 3 clusters Score -2.094628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257548 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -20946274.000000 Penalty: 6183.072266
	Iteration 70Q: 3 clusters Score -2.094627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257569 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20946258.000000 Penalty: 6183.072266
	Iteration 71Q: 3 clusters Score -2.094626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257582 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20946280.000000 Penalty: 6183.072266
	Iteration 72Q: 3 clusters Score -2.094628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257597 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -20946266.000000 Penalty: 6183.072266
	Iteration 73Q: 3 clusters Score -2.094627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257613 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20946278.000000 Penalty: 6183.072266
	Iteration 74Q: 3 clusters Score -2.094628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257625 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20946292.000000 Penalty: 6183.072266
	Iteration 75Q: 3 clusters Score -2.094629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257635 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -20946316.000000 Penalty: 6183.072266
	Iteration 76Q: 3 clusters Score -2.094632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257644 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20946298.000000 Penalty: 6183.072266
	Iteration 77Q: 3 clusters Score -2.09463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257654 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20946298.000000 Penalty: 6183.072266
	Iteration 78Q: 3 clusters Score -2.09463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257660 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20946298.000000 Penalty: 6183.072266
	Iteration 79Q: 3 clusters Score -2.09463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257663 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20946310.000000 Penalty: 6183.072266
	Iteration 80F: 3 clusters Score -2.094631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20946314.000000 Penalty: 6183.072266
	Iteration 81Q: 3 clusters Score -2.094631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257669 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -20946294.000000 Penalty: 6183.072266
	Iteration 82Q: 3 clusters Score -2.094629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257674 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20946300.000000 Penalty: 6183.072266
	Iteration 83Q: 3 clusters Score -2.09463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257679 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20946288.000000 Penalty: 6183.072266
	Iteration 84Q: 3 clusters Score -2.094629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257686 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20946310.000000 Penalty: 6183.072266
	Iteration 85Q: 3 clusters Score -2.094631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20946316.000000 Penalty: 6183.072266
	Iteration 86Q: 3 clusters Score -2.094632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257700 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -20946322.000000 Penalty: 6183.072266
	Iteration 87Q: 3 clusters Score -2.094632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257710 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20946310.000000 Penalty: 6183.072266
	Iteration 88Q: 3 clusters Score -2.094631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257713 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -20946320.000000 Penalty: 6183.072266
	Iteration 89Q: 3 clusters Score -2.094632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257720 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -20946306.000000 Penalty: 6183.072266
	Iteration 90Q: 3 clusters Score -2.094631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257727 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20946320.000000 Penalty: 6183.072266
	Iteration 91Q: 3 clusters Score -2.094632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257728 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20946318.000000 Penalty: 6183.072266
	Iteration 92Q: 3 clusters Score -2.094632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257729 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20946332.000000 Penalty: 6183.072266
	Iteration 93Q: 3 clusters Score -2.094633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257730 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20946318.000000 Penalty: 6183.072266
	Iteration 94Q: 3 clusters Score -2.094632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257730 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20946318.000000 Penalty: 6183.072266
	Iteration 95F: 3 clusters Score -2.094632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -381239.468750 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -381239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -376808.156250 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -376808.2 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -378030.906250 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -378030.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -378418.937500 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -378418.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -378809.781250 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -378809.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -379177.968750 Penalty: 4218.640625
	Iteration 4F: 3 clusters Score -379178 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -379470.312500 Penalty: 4218.640625
	Iteration 5F: 3 clusters Score -379470.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -379680.468750 Penalty: 4218.640625
	Iteration 6F: 3 clusters Score -379680.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -379799.531250 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -379799.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -379859.250000 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -379859.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -379899.000000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -379899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -379930.406250 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -379930.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -379946.187500 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -379946.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -379955.375000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -379955.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -379962.000000 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -379962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -379966.062500 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -379966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -379970.281250 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -379970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -379975.062500 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -379975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -379977.968750 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -379978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -379980.250000 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -379980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -379979.500000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -379979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -379979.500000 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -379979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Entering Unmasked Estep 
Score: -1656746.250000 Penalty: 2470.515625
	Iteration 0F: 2 clusters Score -1656746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1641904.875000 Penalty: 4941.031250
	Iteration 0F: 3 clusters Score -1641905 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1647337.625000 Penalty: 4941.031250
	Iteration 1F: 3 clusters Score -1647338 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1648200.250000 Penalty: 4941.031250
	Iteration 2F: 3 clusters Score -1648200 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1649232.500000 Penalty: 4941.031250
	Iteration 3F: 3 clusters Score -1649232 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1650240.250000 Penalty: 4941.031250
	Iteration 4F: 3 clusters Score -1650240 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1651209.500000 Penalty: 4941.031250
	Iteration 5F: 3 clusters Score -1651210 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1651973.250000 Penalty: 4941.031250
	Iteration 6F: 3 clusters Score -1651973 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1652521.000000 Penalty: 4941.031250
	Iteration 7Q: 3 clusters Score -1652521 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1652988.250000 Penalty: 4941.031250
	Iteration 8Q: 3 clusters Score -1652988 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1653372.750000 Penalty: 4941.031250
	Iteration 9Q: 3 clusters Score -1653373 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1653690.750000 Penalty: 4941.031250
	Iteration 10Q: 3 clusters Score -1653691 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1653931.500000 Penalty: 4941.031250
	Iteration 11Q: 3 clusters Score -1653932 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1654148.250000 Penalty: 4941.031250
	Iteration 12Q: 3 clusters Score -1654148 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1654304.000000 Penalty: 4941.031250
	Iteration 13Q: 3 clusters Score -1654304 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1654428.625000 Penalty: 4941.031250
	Iteration 14Q: 3 clusters Score -1654429 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1654513.125000 Penalty: 4941.031250
	Iteration 15Q: 3 clusters Score -1654513 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1654594.750000 Penalty: 4941.031250
	Iteration 16Q: 3 clusters Score -1654595 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1654673.125000 Penalty: 4941.031250
	Iteration 17Q: 3 clusters Score -1654673 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1654728.750000 Penalty: 4941.031250
	Iteration 18Q: 3 clusters Score -1654729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1654780.625000 Penalty: 4941.031250
	Iteration 19Q: 3 clusters Score -1654781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1654820.375000 Penalty: 4941.031250
	Iteration 20F: 3 clusters Score -1654820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1654856.750000 Penalty: 4941.031250
	Iteration 21Q: 3 clusters Score -1654857 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1654895.750000 Penalty: 4941.031250
	Iteration 22Q: 3 clusters Score -1654896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1654932.500000 Penalty: 4941.031250
	Iteration 23Q: 3 clusters Score -1654932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1655003.250000 Penalty: 4941.031250
	Iteration 24Q: 3 clusters Score -1655003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1655094.250000 Penalty: 4941.031250
	Iteration 25Q: 3 clusters Score -1655094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1655227.250000 Penalty: 4941.031250
	Iteration 26Q: 3 clusters Score -1655227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1655325.125000 Penalty: 4941.031250
	Iteration 27Q: 3 clusters Score -1655325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1655373.125000 Penalty: 4941.031250
	Iteration 28Q: 3 clusters Score -1655373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1655397.250000 Penalty: 4941.031250
	Iteration 29Q: 3 clusters Score -1655397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1655415.000000 Penalty: 4941.031250
	Iteration 30Q: 3 clusters Score -1655415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1655413.875000 Penalty: 4941.031250
	Iteration 31Q: 3 clusters Score -1655414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1655422.875000 Penalty: 4941.031250
	Iteration 32Q: 3 clusters Score -1655423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1655421.750000 Penalty: 4941.031250
	Iteration 33Q: 3 clusters Score -1655422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1655426.250000 Penalty: 4941.031250
	Iteration 34Q: 3 clusters Score -1655426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1655428.375000 Penalty: 4941.031250
	Iteration 35Q: 3 clusters Score -1655428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1655428.750000 Penalty: 4941.031250
	Iteration 36Q: 3 clusters Score -1655429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1655429.500000 Penalty: 4941.031250
	Iteration 37Q: 3 clusters Score -1655430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1655429.500000 Penalty: 4941.031250
	Iteration 38F: 3 clusters Score -1655430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Entering Unmasked Estep 
Score: -669336.312500 Penalty: 2246.587402
	Iteration 0F: 2 clusters Score -669336.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -662608.062500 Penalty: 4493.174805
	Iteration 0F: 3 clusters Score -662608.1 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -664485.312500 Penalty: 4493.174805
	Iteration 1F: 3 clusters Score -664485.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -664808.625000 Penalty: 4493.174805
	Iteration 2F: 3 clusters Score -664808.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -665117.687500 Penalty: 4493.174805
	Iteration 3F: 3 clusters Score -665117.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -665414.437500 Penalty: 4493.174805
	Iteration 4F: 3 clusters Score -665414.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -665709.500000 Penalty: 4493.174805
	Iteration 5F: 3 clusters Score -665709.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -665993.750000 Penalty: 4493.174805
	Iteration 6F: 3 clusters Score -665993.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -666256.937500 Penalty: 4493.174805
	Iteration 7F: 3 clusters Score -666256.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -666481.062500 Penalty: 4493.174805
	Iteration 8Q: 3 clusters Score -666481.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -666677.250000 Penalty: 4493.174805
	Iteration 9Q: 3 clusters Score -666677.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -666841.125000 Penalty: 4493.174805
	Iteration 10Q: 3 clusters Score -666841.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -666967.125000 Penalty: 4493.174805
	Iteration 11Q: 3 clusters Score -666967.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -667053.250000 Penalty: 4493.174805
	Iteration 12Q: 3 clusters Score -667053.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -667120.812500 Penalty: 4493.174805
	Iteration 13Q: 3 clusters Score -667120.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -667184.125000 Penalty: 4493.174805
	Iteration 14Q: 3 clusters Score -667184.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -667242.187500 Penalty: 4493.174805
	Iteration 15Q: 3 clusters Score -667242.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -667292.062500 Penalty: 4493.174805
	Iteration 16Q: 3 clusters Score -667292.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -667347.875000 Penalty: 4493.174805
	Iteration 17Q: 3 clusters Score -667347.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -667386.312500 Penalty: 4493.174805
	Iteration 18Q: 3 clusters Score -667386.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -667415.375000 Penalty: 4493.174805
	Iteration 19Q: 3 clusters Score -667415.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -667445.250000 Penalty: 4493.174805
	Iteration 20F: 3 clusters Score -667445.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -667478.562500 Penalty: 4493.174805
	Iteration 21Q: 3 clusters Score -667478.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -667501.375000 Penalty: 4493.174805
	Iteration 22Q: 3 clusters Score -667501.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -667519.312500 Penalty: 4493.174805
	Iteration 23Q: 3 clusters Score -667519.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -667533.375000 Penalty: 4493.174805
	Iteration 24Q: 3 clusters Score -667533.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -667544.500000 Penalty: 4493.174805
	Iteration 25Q: 3 clusters Score -667544.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -667555.312500 Penalty: 4493.174805
	Iteration 26Q: 3 clusters Score -667555.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -667562.562500 Penalty: 4493.174805
	Iteration 27Q: 3 clusters Score -667562.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -667572.125000 Penalty: 4493.174805
	Iteration 28Q: 3 clusters Score -667572.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -667578.437500 Penalty: 4493.174805
	Iteration 29Q: 3 clusters Score -667578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -667585.375000 Penalty: 4493.174805
	Iteration 30Q: 3 clusters Score -667585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -667590.437500 Penalty: 4493.174805
	Iteration 31Q: 3 clusters Score -667590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -667595.562500 Penalty: 4493.174805
	Iteration 32Q: 3 clusters Score -667595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -667599.875000 Penalty: 4493.174805
	Iteration 33Q: 3 clusters Score -667599.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -667605.250000 Penalty: 4493.174805
	Iteration 34Q: 3 clusters Score -667605.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -667611.062500 Penalty: 4493.174805
	Iteration 35Q: 3 clusters Score -667611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -667613.000000 Penalty: 4493.174805
	Iteration 36Q: 3 clusters Score -667613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -667614.062500 Penalty: 4493.174805
	Iteration 37Q: 3 clusters Score -667614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -667613.312500 Penalty: 4493.174805
	Iteration 38Q: 3 clusters Score -667613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -667613.312500 Penalty: 4493.174805
	Iteration 39F: 3 clusters Score -667613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Entering Unmasked Estep 
Score: -2743745.250000 Penalty: 2596.382324
	Iteration 0F: 2 clusters Score -2743745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2719562.500000 Penalty: 5192.764648
	Iteration 0F: 3 clusters Score -2719562 nChanged 16075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2728468.000000 Penalty: 5192.764648
	Iteration 1F: 3 clusters Score -2728468 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2729040.750000 Penalty: 5192.764648
	Iteration 2Q: 3 clusters Score -2729041 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2729686.000000 Penalty: 5192.764648
	Iteration 3Q: 3 clusters Score -2729686 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2730472.750000 Penalty: 5192.764648
	Iteration 4Q: 3 clusters Score -2730473 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2731622.500000 Penalty: 5192.764648
	Iteration 5F: 3 clusters Score -2731622 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2733107.500000 Penalty: 5192.764648
	Iteration 6F: 3 clusters Score -2733108 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2734891.500000 Penalty: 5192.764648
	Iteration 7F: 3 clusters Score -2734892 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2736836.750000 Penalty: 5192.764648
	Iteration 8F: 3 clusters Score -2736837 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -2738645.500000 Penalty: 5192.764648
	Iteration 9F: 3 clusters Score -2738646 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -2740157.000000 Penalty: 5192.764648
	Iteration 10Q: 3 clusters Score -2740157 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -2741266.250000 Penalty: 5192.764648
	Iteration 11Q: 3 clusters Score -2741266 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -2742025.000000 Penalty: 5192.764648
	Iteration 12Q: 3 clusters Score -2742025 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -2742421.250000 Penalty: 5192.764648
	Iteration 13Q: 3 clusters Score -2742421 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -2742601.750000 Penalty: 5192.764648
	Iteration 14Q: 3 clusters Score -2742602 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -2742723.250000 Penalty: 5192.764648
	Iteration 15Q: 3 clusters Score -2742723 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -2742817.000000 Penalty: 5192.764648
	Iteration 16Q: 3 clusters Score -2742817 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -2742872.500000 Penalty: 5192.764648
	Iteration 17Q: 3 clusters Score -2742872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -2742940.000000 Penalty: 5192.764648
	Iteration 18Q: 3 clusters Score -2742940 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -2742997.500000 Penalty: 5192.764648
	Iteration 19Q: 3 clusters Score -2742998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -2743037.250000 Penalty: 5192.764648
	Iteration 20F: 3 clusters Score -2743037 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -2743072.500000 Penalty: 5192.764648
	Iteration 21Q: 3 clusters Score -2743072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -2743093.750000 Penalty: 5192.764648
	Iteration 22Q: 3 clusters Score -2743094 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -2743116.500000 Penalty: 5192.764648
	Iteration 23Q: 3 clusters Score -2743116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -2743163.250000 Penalty: 5192.764648
	Iteration 24Q: 3 clusters Score -2743163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -2743188.000000 Penalty: 5192.764648
	Iteration 25Q: 3 clusters Score -2743188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -2743208.750000 Penalty: 5192.764648
	Iteration 26Q: 3 clusters Score -2743209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -2743226.250000 Penalty: 5192.764648
	Iteration 27Q: 3 clusters Score -2743226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -2743244.250000 Penalty: 5192.764648
	Iteration 28Q: 3 clusters Score -2743244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -2743260.000000 Penalty: 5192.764648
	Iteration 29Q: 3 clusters Score -2743260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -2743268.750000 Penalty: 5192.764648
	Iteration 30Q: 3 clusters Score -2743269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -2743287.000000 Penalty: 5192.764648
	Iteration 31Q: 3 clusters Score -2743287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -2743286.750000 Penalty: 5192.764648
	Iteration 32Q: 3 clusters Score -2743287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -2743292.750000 Penalty: 5192.764648
	Iteration 33Q: 3 clusters Score -2743293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -2743295.250000 Penalty: 5192.764648
	Iteration 34Q: 3 clusters Score -2743295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -2743302.250000 Penalty: 5192.764648
	Iteration 35Q: 3 clusters Score -2743302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -2743308.250000 Penalty: 5192.764648
	Iteration 36Q: 3 clusters Score -2743308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -2743305.000000 Penalty: 5192.764648
	Iteration 37Q: 3 clusters Score -2743305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -2743306.750000 Penalty: 5192.764648
	Iteration 38Q: 3 clusters Score -2743307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -2743314.250000 Penalty: 5192.764648
	Iteration 39Q: 3 clusters Score -2743314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -2743319.250000 Penalty: 5192.764648
	Iteration 40F: 3 clusters Score -2743319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -2743320.500000 Penalty: 5192.764648
	Iteration 41Q: 3 clusters Score -2743320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -2743319.750000 Penalty: 5192.764648
	Iteration 42Q: 3 clusters Score -2743320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -2743327.750000 Penalty: 5192.764648
	Iteration 43Q: 3 clusters Score -2743328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -2743329.250000 Penalty: 5192.764648
	Iteration 44Q: 3 clusters Score -2743329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -2743332.750000 Penalty: 5192.764648
	Iteration 45Q: 3 clusters Score -2743333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -2743332.250000 Penalty: 5192.764648
	Iteration 46Q: 3 clusters Score -2743332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2743334.500000 Penalty: 5192.764648
	Iteration 47Q: 3 clusters Score -2743334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -2743334.750000 Penalty: 5192.764648
	Iteration 48Q: 3 clusters Score -2743335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -2743335.000000 Penalty: 5192.764648
	Iteration 49Q: 3 clusters Score -2743335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -2743336.500000 Penalty: 5192.764648
	Iteration 50Q: 3 clusters Score -2743336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -2743337.000000 Penalty: 5192.764648
	Iteration 51Q: 3 clusters Score -2743337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -2743340.250000 Penalty: 5192.764648
	Iteration 52Q: 3 clusters Score -2743340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -2743340.750000 Penalty: 5192.764648
	Iteration 53Q: 3 clusters Score -2743341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -2743341.500000 Penalty: 5192.764648
	Iteration 54Q: 3 clusters Score -2743342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -2743340.500000 Penalty: 5192.764648
	Iteration 55Q: 3 clusters Score -2743340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -2743340.000000 Penalty: 5192.764648
	Iteration 56Q: 3 clusters Score -2743340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -2743343.000000 Penalty: 5192.764648
	Iteration 57Q: 3 clusters Score -2743343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -2743343.000000 Penalty: 5192.764648
	Iteration 58F: 3 clusters Score -2743343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Entering Unmasked Estep 
Score: -2215537.000000 Penalty: 2527.217773
	Iteration 0F: 2 clusters Score -2215537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2197246.000000 Penalty: 5054.435547
	Iteration 0F: 3 clusters Score -2197246 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2203627.250000 Penalty: 5054.435547
	Iteration 1F: 3 clusters Score -2203627 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2204058.250000 Penalty: 5054.435547
	Iteration 2Q: 3 clusters Score -2204058 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2204448.000000 Penalty: 5054.435547
	Iteration 3Q: 3 clusters Score -2204448 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2204843.250000 Penalty: 5054.435547
	Iteration 4Q: 3 clusters Score -2204843 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2205211.500000 Penalty: 5054.435547
	Iteration 5Q: 3 clusters Score -2205212 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2205568.250000 Penalty: 5054.435547
	Iteration 6Q: 3 clusters Score -2205568 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2205963.250000 Penalty: 5054.435547
	Iteration 7Q: 3 clusters Score -2205963 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2206377.250000 Penalty: 5054.435547
	Iteration 8Q: 3 clusters Score -2206377 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2206803.500000 Penalty: 5054.435547
	Iteration 9Q: 3 clusters Score -2206804 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2207341.250000 Penalty: 5054.435547
	Iteration 10Q: 3 clusters Score -2207341 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2207973.000000 Penalty: 5054.435547
	Iteration 11Q: 3 clusters Score -2207973 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2208684.250000 Penalty: 5054.435547
	Iteration 12Q: 3 clusters Score -2208684 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2209197.500000 Penalty: 5054.435547
	Iteration 13Q: 3 clusters Score -2209198 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2209520.000000 Penalty: 5054.435547
	Iteration 14Q: 3 clusters Score -2209520 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2209676.750000 Penalty: 5054.435547
	Iteration 15Q: 3 clusters Score -2209677 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2209771.750000 Penalty: 5054.435547
	Iteration 16Q: 3 clusters Score -2209772 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2209852.500000 Penalty: 5054.435547
	Iteration 17Q: 3 clusters Score -2209852 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2209919.500000 Penalty: 5054.435547
	Iteration 18Q: 3 clusters Score -2209920 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2209981.750000 Penalty: 5054.435547
	Iteration 19Q: 3 clusters Score -2209982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2210035.000000 Penalty: 5054.435547
	Iteration 20F: 3 clusters Score -2210035 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2210069.750000 Penalty: 5054.435547
	Iteration 21Q: 3 clusters Score -2210070 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2210118.250000 Penalty: 5054.435547
	Iteration 22Q: 3 clusters Score -2210118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2210151.500000 Penalty: 5054.435547
	Iteration 23Q: 3 clusters Score -2210152 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2210196.500000 Penalty: 5054.435547
	Iteration 24Q: 3 clusters Score -2210196 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2210236.250000 Penalty: 5054.435547
	Iteration 25Q: 3 clusters Score -2210236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2210278.000000 Penalty: 5054.435547
	Iteration 26Q: 3 clusters Score -2210278 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2210308.000000 Penalty: 5054.435547
	Iteration 27Q: 3 clusters Score -2210308 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2210334.750000 Penalty: 5054.435547
	Iteration 28Q: 3 clusters Score -2210335 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2210370 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2210401.500000 Penalty: 5054.435547
	Iteration 30Q: 3 clusters Score -2210402 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2210423.750000 Penalty: 5054.435547
	Iteration 31Q: 3 clusters Score -2210424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2210452.750000 Penalty: 5054.435547
	Iteration 32Q: 3 clusters Score -2210453 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2210477.000000 Penalty: 5054.435547
	Iteration 33Q: 3 clusters Score -2210477 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2210506.500000 Penalty: 5054.435547
	Iteration 34Q: 3 clusters Score -2210506 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2210552.500000 Penalty: 5054.435547
	Iteration 35Q: 3 clusters Score -2210552 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2210583.250000 Penalty: 5054.435547
	Iteration 36Q: 3 clusters Score -2210583 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2210641.750000 Penalty: 5054.435547
	Iteration 37Q: 3 clusters Score -2210642 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2210719.750000 Penalty: 5054.435547
	Iteration 38Q: 3 clusters Score -2210720 nChanged 269
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Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2210782.250000 Penalty: 5054.435547
	Iteration 39Q: 3 clusters Score -2210782 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2210858.500000 Penalty: 5054.435547
	Iteration 40F: 3 clusters Score -2210858 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2210944.250000 Penalty: 5054.435547
	Iteration 41Q: 3 clusters Score -2210944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2211014.750000 Penalty: 5054.435547
	Iteration 42Q: 3 clusters Score -2211015 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2211078 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2211146.250000 Penalty: 5054.435547
	Iteration 44Q: 3 clusters Score -2211146 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2211216 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2211262 nChanged 212
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Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2211313 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2211370 nChanged 207
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Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2211431.750000 Penalty: 5054.435547
	Iteration 49Q: 3 clusters Score -2211432 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2211478 nChanged 185
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Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2211518.750000 Penalty: 5054.435547
	Iteration 51Q: 3 clusters Score -2211519 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2211549 nChanged 154
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Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2211575 nChanged 139
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Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2211602.250000 Penalty: 5054.435547
	Iteration 54Q: 3 clusters Score -2211602 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2211620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2211652 nChanged 133
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Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2211689 nChanged 138
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Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2211718 nChanged 127
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Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2211729 nChanged 117
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Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2211752 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2211772 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2211797 nChanged 128
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Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2211821.750000 Penalty: 5054.435547
	Iteration 63Q: 3 clusters Score -2211822 nChanged 125
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Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2211842 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2211865 nChanged 111
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Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2211880 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2211908 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2211933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2211975 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2212003.500000 Penalty: 5054.435547
	Iteration 70Q: 3 clusters Score -2212004 nChanged 128
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Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2212039.250000 Penalty: 5054.435547
	Iteration 71Q: 3 clusters Score -2212039 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2212072.000000 Penalty: 5054.435547
	Iteration 72Q: 3 clusters Score -2212072 nChanged 156
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Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2212116.750000 Penalty: 5054.435547
	Iteration 73Q: 3 clusters Score -2212117 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2212145.500000 Penalty: 5054.435547
	Iteration 74Q: 3 clusters Score -2212146 nChanged 136
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Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2212186.000000 Penalty: 5054.435547
	Iteration 75Q: 3 clusters Score -2212186 nChanged 137
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Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2212204.750000 Penalty: 5054.435547
	Iteration 76Q: 3 clusters Score -2212205 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22224 members 
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Entering Unmasked Estep 
Score: -2212226.000000 Penalty: 5054.435547
	Iteration 77Q: 3 clusters Score -2212226 nChanged 128
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Mstep: Class 1 contains 22350 members 
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Entering Unmasked Estep 
Score: -2212271.500000 Penalty: 5054.435547
	Iteration 78Q: 3 clusters Score -2212272 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2212294.000000 Penalty: 5054.435547
	Iteration 79Q: 3 clusters Score -2212294 nChanged 117
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Mstep: Class 1 contains 22590 members 
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Entering Unmasked Estep 
Score: -2212324.000000 Penalty: 5054.435547
	Iteration 80F: 3 clusters Score -2212324 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22697 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2212344 nChanged 107
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Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2212370 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2212386 nChanged 100
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Mstep: Class 1 contains 23010 members 
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Entering Unmasked Estep 
Score: -2212404.000000 Penalty: 5054.435547
	Iteration 84Q: 3 clusters Score -2212404 nChanged 98
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Mstep: Class 1 contains 23108 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2212427 nChanged 87
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Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2212453.500000 Penalty: 5054.435547
	Iteration 86Q: 3 clusters Score -2212454 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2212476.250000 Penalty: 5054.435547
	Iteration 87Q: 3 clusters Score -2212476 nChanged 84
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Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2212494.500000 Penalty: 5054.435547
	Iteration 88Q: 3 clusters Score -2212494 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2212499 nChanged 58
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Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2212512 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23542 members 
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Entering Unmasked Estep 
Score: -2212534.250000 Penalty: 5054.435547
	Iteration 91Q: 3 clusters Score -2212534 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23604 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2212550 nChanged 62
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Mstep: Class 1 contains 23664 members 
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Entering Unmasked Estep 
Score: -2212561.000000 Penalty: 5054.435547
	Iteration 93Q: 3 clusters Score -2212561 nChanged 64
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Mstep: Class 1 contains 23728 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2212579 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23795 members 
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Entering Unmasked Estep 
Score: -2212596.000000 Penalty: 5054.435547
	Iteration 95Q: 3 clusters Score -2212596 nChanged 81
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Mstep: Class 1 contains 23876 members 
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Entering Unmasked Estep 
Score: -2212608.250000 Penalty: 5054.435547
	Iteration 96Q: 3 clusters Score -2212608 nChanged 94
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Mstep: Class 1 contains 23970 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2212641 nChanged 95
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Mstep: Class 1 contains 24065 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2212665 nChanged 97
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Mstep: Class 1 contains 24162 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2212700 nChanged 100
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Mstep: Class 1 contains 24262 members 
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Entering Unmasked Estep 
Score: -2212738.000000 Penalty: 5054.435547
	Iteration 100F: 3 clusters Score -2212738 nChanged 94
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Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2212768 nChanged 100
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Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2212799 nChanged 94
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Mstep: Class 1 contains 24546 members 
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Entering Unmasked Estep 
Score: -2212833.250000 Penalty: 5054.435547
	Iteration 103Q: 3 clusters Score -2212833 nChanged 81
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Mstep: Class 1 contains 24619 members 
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Entering Unmasked Estep 
Score: -2212855.250000 Penalty: 5054.435547
	Iteration 104Q: 3 clusters Score -2212855 nChanged 81
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Mstep: Class 1 contains 24700 members 
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Entering Unmasked Estep 
Score: -2212891.000000 Penalty: 5054.435547
	Iteration 105Q: 3 clusters Score -2212891 nChanged 76
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Entering Unmasked Estep 
Score: -2212916.500000 Penalty: 5054.435547
	Iteration 106Q: 3 clusters Score -2212916 nChanged 66
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2212938 nChanged 65
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2212966 nChanged 73
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2212994 nChanged 68
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2213020 nChanged 58
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2213037 nChanged 58
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2213054 nChanged 54
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Entering Unmasked Estep 
Score: -2213081.250000 Penalty: 5054.435547
	Iteration 113Q: 3 clusters Score -2213081 nChanged 47
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Entering Unmasked Estep 
Score: -2213090.250000 Penalty: 5054.435547
	Iteration 114Q: 3 clusters Score -2213090 nChanged 42
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Entering Unmasked Estep 
Score: -2213109.250000 Penalty: 5054.435547
	Iteration 115Q: 3 clusters Score -2213109 nChanged 41
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2213130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2213145.750000 Penalty: 5054.435547
	Iteration 117Q: 3 clusters Score -2213146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2213167.500000 Penalty: 5054.435547
	Iteration 118Q: 3 clusters Score -2213168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2213186.000000 Penalty: 5054.435547
	Iteration 119Q: 3 clusters Score -2213186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2213198.000000 Penalty: 5054.435547
	Iteration 120F: 3 clusters Score -2213198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2213216.000000 Penalty: 5054.435547
	Iteration 121Q: 3 clusters Score -2213216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2213223.500000 Penalty: 5054.435547
	Iteration 122Q: 3 clusters Score -2213224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2213238.000000 Penalty: 5054.435547
	Iteration 123Q: 3 clusters Score -2213238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2213244.000000 Penalty: 5054.435547
	Iteration 124Q: 3 clusters Score -2213244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2213247.750000 Penalty: 5054.435547
	Iteration 125Q: 3 clusters Score -2213248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2213251.000000 Penalty: 5054.435547
	Iteration 126Q: 3 clusters Score -2213251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2213255.750000 Penalty: 5054.435547
	Iteration 127Q: 3 clusters Score -2213256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2213263.250000 Penalty: 5054.435547
	Iteration 128Q: 3 clusters Score -2213263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2213271.750000 Penalty: 5054.435547
	Iteration 129Q: 3 clusters Score -2213272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2213274.500000 Penalty: 5054.435547
	Iteration 130Q: 3 clusters Score -2213274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2213276.750000 Penalty: 5054.435547
	Iteration 131Q: 3 clusters Score -2213277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2213280.750000 Penalty: 5054.435547
	Iteration 132Q: 3 clusters Score -2213281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2213278.250000 Penalty: 5054.435547
	Iteration 133Q: 3 clusters Score -2213278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2213284.750000 Penalty: 5054.435547
	Iteration 134Q: 3 clusters Score -2213285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2213286.250000 Penalty: 5054.435547
	Iteration 135Q: 3 clusters Score -2213286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2213286.750000 Penalty: 5054.435547
	Iteration 136Q: 3 clusters Score -2213287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2213285.250000 Penalty: 5054.435547
	Iteration 137Q: 3 clusters Score -2213285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2213294.250000 Penalty: 5054.435547
	Iteration 138Q: 3 clusters Score -2213294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2213292.000000 Penalty: 5054.435547
	Iteration 139Q: 3 clusters Score -2213292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2213296.500000 Penalty: 5054.435547
	Iteration 140F: 3 clusters Score -2213296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2213296.750000 Penalty: 5054.435547
	Iteration 141Q: 3 clusters Score -2213297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2213297.250000 Penalty: 5054.435547
	Iteration 142Q: 3 clusters Score -2213297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2213302.250000 Penalty: 5054.435547
	Iteration 143Q: 3 clusters Score -2213302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2213302.250000 Penalty: 5054.435547
	Iteration 144Q: 3 clusters Score -2213302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2213304.000000 Penalty: 5054.435547
	Iteration 145Q: 3 clusters Score -2213304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2213308.250000 Penalty: 5054.435547
	Iteration 146Q: 3 clusters Score -2213308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2213310.750000 Penalty: 5054.435547
	Iteration 147Q: 3 clusters Score -2213311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2213314.750000 Penalty: 5054.435547
	Iteration 148Q: 3 clusters Score -2213315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2213316.500000 Penalty: 5054.435547
	Iteration 149Q: 3 clusters Score -2213316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2213319.750000 Penalty: 5054.435547
	Iteration 150Q: 3 clusters Score -2213320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2213322.250000 Penalty: 5054.435547
	Iteration 151Q: 3 clusters Score -2213322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2213321.750000 Penalty: 5054.435547
	Iteration 152Q: 3 clusters Score -2213322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2213321.000000 Penalty: 5054.435547
	Iteration 153Q: 3 clusters Score -2213321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2213323.500000 Penalty: 5054.435547
	Iteration 154Q: 3 clusters Score -2213324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2213325.750000 Penalty: 5054.435547
	Iteration 155Q: 3 clusters Score -2213326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2213326.750000 Penalty: 5054.435547
	Iteration 156Q: 3 clusters Score -2213327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2213326.250000 Penalty: 5054.435547
	Iteration 157Q: 3 clusters Score -2213326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2213327.500000 Penalty: 5054.435547
	Iteration 158Q: 3 clusters Score -2213328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2213330.750000 Penalty: 5054.435547
	Iteration 159Q: 3 clusters Score -2213331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2213327.750000 Penalty: 5054.435547
	Iteration 160F: 3 clusters Score -2213328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -212194.593750 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -212194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -209084.750000 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -209084.8 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -209675.640625 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -209675.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -209837.359375 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -209837.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -209981.250000 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -209981.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -210100.484375 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -210100.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -210245.328125 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -210245.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -210393.421875 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -210393.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -210535.734375 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -210535.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -210652.546875 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -210652.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210754.578125 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -210754.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -210829.703125 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -210829.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210892.593750 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -210892.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210937.671875 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -210937.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -210985.453125 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -210985.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211023.593750 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -211023.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -211039.531250 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -211039.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -211051.531250 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -211051.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -211064.031250 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -211064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -211071.250000 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -211071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -211077.000000 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -211077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211082.703125 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -211082.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -211085.390625 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -211085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -211087.578125 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -211087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -211090.156250 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -211090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211093.640625 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -211093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211095.781250 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -211095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211096.531250 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -211096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211097.000000 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -211097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211097.000000 Penalty: 3942.924316
	Iteration 28F: 3 clusters Score -211097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Entering Unmasked Estep 
Score: -4151839.000000 Penalty: 2685.374512
	Iteration 0F: 2 clusters Score -4151839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4117901.500000 Penalty: 5370.749023
	Iteration 0F: 3 clusters Score -4117902 nChanged 23215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4131090.750000 Penalty: 5370.749023
	Iteration 1F: 3 clusters Score -4131091 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4131830.250000 Penalty: 5370.749023
	Iteration 2Q: 3 clusters Score -4131830 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4132728.000000 Penalty: 5370.749023
	Iteration 3Q: 3 clusters Score -4132728 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4133850.000000 Penalty: 5370.749023
	Iteration 4Q: 3 clusters Score -4133850 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4135452.250000 Penalty: 5370.749023
	Iteration 5F: 3 clusters Score -4135452 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4137731.500000 Penalty: 5370.749023
	Iteration 6F: 3 clusters Score -4137732 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4140541.250000 Penalty: 5370.749023
	Iteration 7F: 3 clusters Score -4140541 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4143366.500000 Penalty: 5370.749023
	Iteration 8F: 3 clusters Score -4143366 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4145509.500000 Penalty: 5370.749023
	Iteration 9Q: 3 clusters Score -4145510 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4146600.500000 Penalty: 5370.749023
	Iteration 10Q: 3 clusters Score -4146600 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4147144.000000 Penalty: 5370.749023
	Iteration 11Q: 3 clusters Score -4147144 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4147538.750000 Penalty: 5370.749023
	Iteration 12Q: 3 clusters Score -4147539 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4147807.750000 Penalty: 5370.749023
	Iteration 13Q: 3 clusters Score -4147808 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4148053.500000 Penalty: 5370.749023
	Iteration 14Q: 3 clusters Score -4148054 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4148257.750000 Penalty: 5370.749023
	Iteration 15Q: 3 clusters Score -4148258 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4148461.750000 Penalty: 5370.749023
	Iteration 16Q: 3 clusters Score -4148462 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4148653.750000 Penalty: 5370.749023
	Iteration 17Q: 3 clusters Score -4148654 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -4148850.500000 Penalty: 5370.749023
	Iteration 18Q: 3 clusters Score -4148850 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4148988.000000 Penalty: 5370.749023
	Iteration 19Q: 3 clusters Score -4148988 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4149107.500000 Penalty: 5370.749023
	Iteration 20F: 3 clusters Score -4149108 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4149257.000000 Penalty: 5370.749023
	Iteration 21Q: 3 clusters Score -4149257 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4149387.250000 Penalty: 5370.749023
	Iteration 22Q: 3 clusters Score -4149387 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4149496.250000 Penalty: 5370.749023
	Iteration 23Q: 3 clusters Score -4149496 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4149601.000000 Penalty: 5370.749023
	Iteration 24Q: 3 clusters Score -4149601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4149680.500000 Penalty: 5370.749023
	Iteration 25Q: 3 clusters Score -4149680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4149744.250000 Penalty: 5370.749023
	Iteration 26Q: 3 clusters Score -4149744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4149805.750000 Penalty: 5370.749023
	Iteration 27Q: 3 clusters Score -4149806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4149874.500000 Penalty: 5370.749023
	Iteration 28Q: 3 clusters Score -4149874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4149914.500000 Penalty: 5370.749023
	Iteration 29Q: 3 clusters Score -4149914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4149937.500000 Penalty: 5370.749023
	Iteration 30Q: 3 clusters Score -4149938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4149956.250000 Penalty: 5370.749023
	Iteration 31Q: 3 clusters Score -4149956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4149989.250000 Penalty: 5370.749023
	Iteration 32Q: 3 clusters Score -4149989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4150011.500000 Penalty: 5370.749023
	Iteration 33Q: 3 clusters Score -4150012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4150031.750000 Penalty: 5370.749023
	Iteration 34Q: 3 clusters Score -4150032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4150047.000000 Penalty: 5370.749023
	Iteration 35Q: 3 clusters Score -4150047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4150051.500000 Penalty: 5370.749023
	Iteration 36Q: 3 clusters Score -4150052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4150057.500000 Penalty: 5370.749023
	Iteration 37Q: 3 clusters Score -4150058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4150072.250000 Penalty: 5370.749023
	Iteration 38Q: 3 clusters Score -4150072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4150083.000000 Penalty: 5370.749023
	Iteration 39Q: 3 clusters Score -4150083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4150100.750000 Penalty: 5370.749023
	Iteration 40F: 3 clusters Score -4150101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4150104.250000 Penalty: 5370.749023
	Iteration 41Q: 3 clusters Score -4150104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4150111.250000 Penalty: 5370.749023
	Iteration 42Q: 3 clusters Score -4150111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4150114.000000 Penalty: 5370.749023
	Iteration 43Q: 3 clusters Score -4150114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4150116.500000 Penalty: 5370.749023
	Iteration 44Q: 3 clusters Score -4150116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4150116.250000 Penalty: 5370.749023
	Iteration 45Q: 3 clusters Score -4150116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4150118.500000 Penalty: 5370.749023
	Iteration 46Q: 3 clusters Score -4150118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4150118.500000 Penalty: 5370.749023
	Iteration 47Q: 3 clusters Score -4150118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4150122.750000 Penalty: 5370.749023
	Iteration 48Q: 3 clusters Score -4150123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4150122.500000 Penalty: 5370.749023
	Iteration 49Q: 3 clusters Score -4150122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4150127.750000 Penalty: 5370.749023
	Iteration 50Q: 3 clusters Score -4150128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4150132.500000 Penalty: 5370.749023
	Iteration 51Q: 3 clusters Score -4150132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4150137.750000 Penalty: 5370.749023
	Iteration 52Q: 3 clusters Score -4150138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4150140.000000 Penalty: 5370.749023
	Iteration 53Q: 3 clusters Score -4150140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4150143.000000 Penalty: 5370.749023
	Iteration 54Q: 3 clusters Score -4150143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4150146.000000 Penalty: 5370.749023
	Iteration 55Q: 3 clusters Score -4150146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4150146.750000 Penalty: 5370.749023
	Iteration 56Q: 3 clusters Score -4150147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4150146.750000 Penalty: 5370.749023
	Iteration 57F: 3 clusters Score -4150147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Entering Unmasked Estep 
Score: -3181052.250000 Penalty: 2631.027832
	Iteration 0F: 2 clusters Score -3181052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3153479.500000 Penalty: 5262.055664
	Iteration 0F: 3 clusters Score -3153480 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3163884.250000 Penalty: 5262.055664
	Iteration 1F: 3 clusters Score -3163884 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3164348.500000 Penalty: 5262.055664
	Iteration 2Q: 3 clusters Score -3164348 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3164737.500000 Penalty: 5262.055664
	Iteration 3Q: 3 clusters Score -3164738 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3165168.750000 Penalty: 5262.055664
	Iteration 4Q: 3 clusters Score -3165169 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3165584.750000 Penalty: 5262.055664
	Iteration 5Q: 3 clusters Score -3165585 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3166011.750000 Penalty: 5262.055664
	Iteration 6Q: 3 clusters Score -3166012 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3166482.500000 Penalty: 5262.055664
	Iteration 7Q: 3 clusters Score -3166482 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3167026.000000 Penalty: 5262.055664
	Iteration 8Q: 3 clusters Score -3167026 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3167657.750000 Penalty: 5262.055664
	Iteration 9Q: 3 clusters Score -3167658 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3168454.500000 Penalty: 5262.055664
	Iteration 10Q: 3 clusters Score -3168454 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3169463.750000 Penalty: 5262.055664
	Iteration 11Q: 3 clusters Score -3169464 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3170566.750000 Penalty: 5262.055664
	Iteration 12Q: 3 clusters Score -3170567 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3171675.000000 Penalty: 5262.055664
	Iteration 13Q: 3 clusters Score -3171675 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3172622.500000 Penalty: 5262.055664
	Iteration 14Q: 3 clusters Score -3172622 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3173392.250000 Penalty: 5262.055664
	Iteration 15Q: 3 clusters Score -3173392 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3174022.250000 Penalty: 5262.055664
	Iteration 16Q: 3 clusters Score -3174022 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3174567.250000 Penalty: 5262.055664
	Iteration 17Q: 3 clusters Score -3174567 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3175040.000000 Penalty: 5262.055664
	Iteration 18Q: 3 clusters Score -3175040 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3175481.250000 Penalty: 5262.055664
	Iteration 19Q: 3 clusters Score -3175481 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3175952.500000 Penalty: 5262.055664
	Iteration 20F: 3 clusters Score -3175952 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3176384.250000 Penalty: 5262.055664
	Iteration 21Q: 3 clusters Score -3176384 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3176736.500000 Penalty: 5262.055664
	Iteration 22Q: 3 clusters Score -3176736 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3177109.750000 Penalty: 5262.055664
	Iteration 23Q: 3 clusters Score -3177110 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3177460.750000 Penalty: 5262.055664
	Iteration 24Q: 3 clusters Score -3177461 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3177755.750000 Penalty: 5262.055664
	Iteration 25Q: 3 clusters Score -3177756 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3177989.500000 Penalty: 5262.055664
	Iteration 26Q: 3 clusters Score -3177990 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3178167.250000 Penalty: 5262.055664
	Iteration 27Q: 3 clusters Score -3178167 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3178305.250000 Penalty: 5262.055664
	Iteration 28Q: 3 clusters Score -3178305 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3178412.750000 Penalty: 5262.055664
	Iteration 29Q: 3 clusters Score -3178413 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3178492.500000 Penalty: 5262.055664
	Iteration 30Q: 3 clusters Score -3178492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3178547.750000 Penalty: 5262.055664
	Iteration 31Q: 3 clusters Score -3178548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3178594.750000 Penalty: 5262.055664
	Iteration 32Q: 3 clusters Score -3178595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3178637.750000 Penalty: 5262.055664
	Iteration 33Q: 3 clusters Score -3178638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3178668.000000 Penalty: 5262.055664
	Iteration 34Q: 3 clusters Score -3178668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3178686.250000 Penalty: 5262.055664
	Iteration 35Q: 3 clusters Score -3178686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3178707.750000 Penalty: 5262.055664
	Iteration 36Q: 3 clusters Score -3178708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3178726.250000 Penalty: 5262.055664
	Iteration 37Q: 3 clusters Score -3178726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3178733.250000 Penalty: 5262.055664
	Iteration 38Q: 3 clusters Score -3178733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3178743.000000 Penalty: 5262.055664
	Iteration 39Q: 3 clusters Score -3178743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3178748.000000 Penalty: 5262.055664
	Iteration 40F: 3 clusters Score -3178748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3178756.750000 Penalty: 5262.055664
	Iteration 41Q: 3 clusters Score -3178757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3178758.750000 Penalty: 5262.055664
	Iteration 42Q: 3 clusters Score -3178759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3178767.500000 Penalty: 5262.055664
	Iteration 43Q: 3 clusters Score -3178768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3178767.500000 Penalty: 5262.055664
	Iteration 44Q: 3 clusters Score -3178768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3178766.000000 Penalty: 5262.055664
	Iteration 45Q: 3 clusters Score -3178766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3178767.250000 Penalty: 5262.055664
	Iteration 46Q: 3 clusters Score -3178767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3178768.500000 Penalty: 5262.055664
	Iteration 47Q: 3 clusters Score -3178768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3178771.750000 Penalty: 5262.055664
	Iteration 48Q: 3 clusters Score -3178772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3178769.500000 Penalty: 5262.055664
	Iteration 49Q: 3 clusters Score -3178770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3178775.500000 Penalty: 5262.055664
	Iteration 50Q: 3 clusters Score -3178776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3178772.500000 Penalty: 5262.055664
	Iteration 51Q: 3 clusters Score -3178772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3178775.750000 Penalty: 5262.055664
	Iteration 52Q: 3 clusters Score -3178776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3178773.000000 Penalty: 5262.055664
	Iteration 53Q: 3 clusters Score -3178773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3178773.000000 Penalty: 5262.055664
	Iteration 54F: 3 clusters Score -3178773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Entering Unmasked Estep 
Score: -770463.750000 Penalty: 2264.104980
	Iteration 0F: 2 clusters Score -770463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -763211.687500 Penalty: 4528.209961
	Iteration 0F: 3 clusters Score -763211.7 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -765260.125000 Penalty: 4528.209961
	Iteration 1F: 3 clusters Score -765260.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -765545.312500 Penalty: 4528.209961
	Iteration 2F: 3 clusters Score -765545.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -765757.687500 Penalty: 4528.209961
	Iteration 3F: 3 clusters Score -765757.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -765914.875000 Penalty: 4528.209961
	Iteration 4Q: 3 clusters Score -765914.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -766072.625000 Penalty: 4528.209961
	Iteration 5Q: 3 clusters Score -766072.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -766239.437500 Penalty: 4528.209961
	Iteration 6Q: 3 clusters Score -766239.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -766419.125000 Penalty: 4528.209961
	Iteration 7Q: 3 clusters Score -766419.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -766645.062500 Penalty: 4528.209961
	Iteration 8Q: 3 clusters Score -766645.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -766899.187500 Penalty: 4528.209961
	Iteration 9Q: 3 clusters Score -766899.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -767205.750000 Penalty: 4528.209961
	Iteration 10Q: 3 clusters Score -767205.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -767539.687500 Penalty: 4528.209961
	Iteration 11Q: 3 clusters Score -767539.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -767828.187500 Penalty: 4528.209961
	Iteration 12Q: 3 clusters Score -767828.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -768043.250000 Penalty: 4528.209961
	Iteration 13Q: 3 clusters Score -768043.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -768192.812500 Penalty: 4528.209961
	Iteration 14Q: 3 clusters Score -768192.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -768283.687500 Penalty: 4528.209961
	Iteration 15Q: 3 clusters Score -768283.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -768336.812500 Penalty: 4528.209961
	Iteration 16Q: 3 clusters Score -768336.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -768372.750000 Penalty: 4528.209961
	Iteration 17Q: 3 clusters Score -768372.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -768398.750000 Penalty: 4528.209961
	Iteration 18Q: 3 clusters Score -768398.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -768416.625000 Penalty: 4528.209961
	Iteration 19Q: 3 clusters Score -768416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -768428.812500 Penalty: 4528.209961
	Iteration 20F: 3 clusters Score -768428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -768437.812500 Penalty: 4528.209961
	Iteration 21Q: 3 clusters Score -768437.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -768450.375000 Penalty: 4528.209961
	Iteration 22Q: 3 clusters Score -768450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -768457.250000 Penalty: 4528.209961
	Iteration 23Q: 3 clusters Score -768457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -768467.500000 Penalty: 4528.209961
	Iteration 24Q: 3 clusters Score -768467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -768479.750000 Penalty: 4528.209961
	Iteration 25Q: 3 clusters Score -768479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -768495.312500 Penalty: 4528.209961
	Iteration 26Q: 3 clusters Score -768495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -768503.750000 Penalty: 4528.209961
	Iteration 27Q: 3 clusters Score -768503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -768511.437500 Penalty: 4528.209961
	Iteration 28Q: 3 clusters Score -768511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -768516.500000 Penalty: 4528.209961
	Iteration 29Q: 3 clusters Score -768516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -768517.375000 Penalty: 4528.209961
	Iteration 30Q: 3 clusters Score -768517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -768518.062500 Penalty: 4528.209961
	Iteration 31Q: 3 clusters Score -768518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -768518.187500 Penalty: 4528.209961
	Iteration 32Q: 3 clusters Score -768518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -768518.187500 Penalty: 4528.209961
	Iteration 33F: 3 clusters Score -768518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Entering Unmasked Estep 
Score: -1486898.625000 Penalty: 2440.719727
	Iteration 0F: 2 clusters Score -1486899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1473579.375000 Penalty: 4881.439453
	Iteration 0F: 3 clusters Score -1473579 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1477961.375000 Penalty: 4881.439453
	Iteration 1F: 3 clusters Score -1477961 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1478460.750000 Penalty: 4881.439453
	Iteration 2F: 3 clusters Score -1478461 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1478997.625000 Penalty: 4881.439453
	Iteration 3F: 3 clusters Score -1478998 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1479595.625000 Penalty: 4881.439453
	Iteration 4F: 3 clusters Score -1479596 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1480367.000000 Penalty: 4881.439453
	Iteration 5F: 3 clusters Score -1480367 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1481295.125000 Penalty: 4881.439453
	Iteration 6F: 3 clusters Score -1481295 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1482394.875000 Penalty: 4881.439453
	Iteration 7F: 3 clusters Score -1482395 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1483710.250000 Penalty: 4881.439453
	Iteration 8F: 3 clusters Score -1483710 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1484805.000000 Penalty: 4881.439453
	Iteration 9Q: 3 clusters Score -1484805 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1485266.125000 Penalty: 4881.439453
	Iteration 10Q: 3 clusters Score -1485266 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1485389.625000 Penalty: 4881.439453
	Iteration 11Q: 3 clusters Score -1485390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1485433.750000 Penalty: 4881.439453
	Iteration 12Q: 3 clusters Score -1485434 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1485457.000000 Penalty: 4881.439453
	Iteration 13Q: 3 clusters Score -1485457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1485474.375000 Penalty: 4881.439453
	Iteration 14Q: 3 clusters Score -1485474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1485484.500000 Penalty: 4881.439453
	Iteration 15Q: 3 clusters Score -1485484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1485495.375000 Penalty: 4881.439453
	Iteration 16Q: 3 clusters Score -1485495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1485497.125000 Penalty: 4881.439453
	Iteration 17Q: 3 clusters Score -1485497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1485499.750000 Penalty: 4881.439453
	Iteration 18Q: 3 clusters Score -1485500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1485501.500000 Penalty: 4881.439453
	Iteration 19Q: 3 clusters Score -1485502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1485501.875000 Penalty: 4881.439453
	Iteration 20F: 3 clusters Score -1485502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1485503.625000 Penalty: 4881.439453
	Iteration 21Q: 3 clusters Score -1485504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1485503.625000 Penalty: 4881.439453
	Iteration 22Q: 3 clusters Score -1485504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1485504.250000 Penalty: 4881.439453
	Iteration 23Q: 3 clusters Score -1485504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1485508.125000 Penalty: 4881.439453
	Iteration 24Q: 3 clusters Score -1485508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1485506.375000 Penalty: 4881.439453
	Iteration 25Q: 3 clusters Score -1485506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1485509.625000 Penalty: 4881.439453
	Iteration 26Q: 3 clusters Score -1485510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1485513.250000 Penalty: 4881.439453
	Iteration 27Q: 3 clusters Score -1485513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1485511.750000 Penalty: 4881.439453
	Iteration 28Q: 3 clusters Score -1485512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1485510.875000 Penalty: 4881.439453
	Iteration 29Q: 3 clusters Score -1485511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1485510.875000 Penalty: 4881.439453
	Iteration 30F: 3 clusters Score -1485511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -137097.828125 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -137097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -134562.281250 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -134562.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -134960.546875 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -134960.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -135075.234375 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -135075.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135131.390625 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -135131.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -135163.734375 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -135163.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135187.515625 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -135187.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -135203.203125 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -135203.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135218.265625 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -135218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135225.250000 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -135225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135234.218750 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -135234.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135249.437500 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -135249.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135268.968750 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -135269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135280.671875 Penalty: 3728.150879
	Iteration 12Q: 3 clusters Score -135280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -135284.578125 Penalty: 3728.150879
	Iteration 13Q: 3 clusters Score -135284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135290.750000 Penalty: 3728.150879
	Iteration 14Q: 3 clusters Score -135290.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -135297.937500 Penalty: 3728.150879
	Iteration 15Q: 3 clusters Score -135297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135308.171875 Penalty: 3728.150879
	Iteration 16Q: 3 clusters Score -135308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -135315.000000 Penalty: 3728.150879
	Iteration 17Q: 3 clusters Score -135315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135324.734375 Penalty: 3728.150879
	Iteration 18Q: 3 clusters Score -135324.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -135338.125000 Penalty: 3728.150879
	Iteration 19Q: 3 clusters Score -135338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -135354.968750 Penalty: 3728.150879
	Iteration 20F: 3 clusters Score -135355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -135373.156250 Penalty: 3728.150879
	Iteration 21Q: 3 clusters Score -135373.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135390.468750 Penalty: 3728.150879
	Iteration 22Q: 3 clusters Score -135390.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135405.750000 Penalty: 3728.150879
	Iteration 23Q: 3 clusters Score -135405.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -135419.546875 Penalty: 3728.150879
	Iteration 24Q: 3 clusters Score -135419.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135440.625000 Penalty: 3728.150879
	Iteration 25Q: 3 clusters Score -135440.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -135464.359375 Penalty: 3728.150879
	Iteration 26Q: 3 clusters Score -135464.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -135491.765625 Penalty: 3728.150879
	Iteration 27Q: 3 clusters Score -135491.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -135519.031250 Penalty: 3728.150879
	Iteration 28Q: 3 clusters Score -135519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -135530.359375 Penalty: 3728.150879
	Iteration 29Q: 3 clusters Score -135530.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135536.265625 Penalty: 3728.150879
	Iteration 30Q: 3 clusters Score -135536.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135544.328125 Penalty: 3728.150879
	Iteration 31Q: 3 clusters Score -135544.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135549.828125 Penalty: 3728.150879
	Iteration 32Q: 3 clusters Score -135549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135554.906250 Penalty: 3728.150879
	Iteration 33Q: 3 clusters Score -135554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -135558.265625 Penalty: 3728.150879
	Iteration 34Q: 3 clusters Score -135558.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135563.453125 Penalty: 3728.150879
	Iteration 35Q: 3 clusters Score -135563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -135571.750000 Penalty: 3728.150879
	Iteration 36Q: 3 clusters Score -135571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -135578.031250 Penalty: 3728.150879
	Iteration 37Q: 3 clusters Score -135578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -135581.156250 Penalty: 3728.150879
	Iteration 38Q: 3 clusters Score -135581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -135583.437500 Penalty: 3728.150879
	Iteration 39Q: 3 clusters Score -135583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135585.171875 Penalty: 3728.150879
	Iteration 40F: 3 clusters Score -135585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135586.000000 Penalty: 3728.150879
	Iteration 41Q: 3 clusters Score -135586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135585.984375 Penalty: 3728.150879
	Iteration 42Q: 3 clusters Score -135586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135587.093750 Penalty: 3728.150879
	Iteration 43Q: 3 clusters Score -135587.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135590.312500 Penalty: 3728.150879
	Iteration 44Q: 3 clusters Score -135590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135592.500000 Penalty: 3728.150879
	Iteration 45Q: 3 clusters Score -135592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135593.484375 Penalty: 3728.150879
	Iteration 46Q: 3 clusters Score -135593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135593.781250 Penalty: 3728.150879
	Iteration 47Q: 3 clusters Score -135593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -135593.781250 Penalty: 3728.150879
	Iteration 48F: 3 clusters Score -135593.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Entering Unmasked Estep 
Score: -1642335.375000 Penalty: 2464.931641
	Iteration 0F: 2 clusters Score -1642335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1627718.375000 Penalty: 4929.863281
	Iteration 0F: 3 clusters Score -1627718 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1632674.250000 Penalty: 4929.863281
	Iteration 1F: 3 clusters Score -1632674 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1633054.500000 Penalty: 4929.863281
	Iteration 2F: 3 clusters Score -1633054 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1633388.125000 Penalty: 4929.863281
	Iteration 3Q: 3 clusters Score -1633388 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1633666.625000 Penalty: 4929.863281
	Iteration 4Q: 3 clusters Score -1633667 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1633948.375000 Penalty: 4929.863281
	Iteration 5Q: 3 clusters Score -1633948 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1634286.625000 Penalty: 4929.863281
	Iteration 6Q: 3 clusters Score -1634287 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1634722.125000 Penalty: 4929.863281
	Iteration 7Q: 3 clusters Score -1634722 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1635299.250000 Penalty: 4929.863281
	Iteration 8Q: 3 clusters Score -1635299 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1635947.250000 Penalty: 4929.863281
	Iteration 9F: 3 clusters Score -1635947 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1636626.125000 Penalty: 4929.863281
	Iteration 10F: 3 clusters Score -1636626 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1637292.750000 Penalty: 4929.863281
	Iteration 11F: 3 clusters Score -1637293 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1637885.625000 Penalty: 4929.863281
	Iteration 12Q: 3 clusters Score -1637886 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1638444.500000 Penalty: 4929.863281
	Iteration 13Q: 3 clusters Score -1638444 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1638879.500000 Penalty: 4929.863281
	Iteration 14Q: 3 clusters Score -1638880 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1639249.250000 Penalty: 4929.863281
	Iteration 15Q: 3 clusters Score -1639249 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1639556.375000 Penalty: 4929.863281
	Iteration 16Q: 3 clusters Score -1639556 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1639821.375000 Penalty: 4929.863281
	Iteration 17Q: 3 clusters Score -1639821 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1639997.625000 Penalty: 4929.863281
	Iteration 18Q: 3 clusters Score -1639998 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1640145.875000 Penalty: 4929.863281
	Iteration 19Q: 3 clusters Score -1640146 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1640253.750000 Penalty: 4929.863281
	Iteration 20F: 3 clusters Score -1640254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1640323.375000 Penalty: 4929.863281
	Iteration 21Q: 3 clusters Score -1640323 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1640385.250000 Penalty: 4929.863281
	Iteration 22Q: 3 clusters Score -1640385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1640417.500000 Penalty: 4929.863281
	Iteration 23Q: 3 clusters Score -1640418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1640449.625000 Penalty: 4929.863281
	Iteration 24Q: 3 clusters Score -1640450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1640466.625000 Penalty: 4929.863281
	Iteration 25Q: 3 clusters Score -1640467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1640480.125000 Penalty: 4929.863281
	Iteration 26Q: 3 clusters Score -1640480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -1640488.750000 Penalty: 4929.863281
	Iteration 27Q: 3 clusters Score -1640489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1640499.125000 Penalty: 4929.863281
	Iteration 28Q: 3 clusters Score -1640499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1640508.750000 Penalty: 4929.863281
	Iteration 29Q: 3 clusters Score -1640509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -1640513.250000 Penalty: 4929.863281
	Iteration 30Q: 3 clusters Score -1640513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1640515.125000 Penalty: 4929.863281
	Iteration 31Q: 3 clusters Score -1640515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -1640520.125000 Penalty: 4929.863281
	Iteration 32Q: 3 clusters Score -1640520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1640521.125000 Penalty: 4929.863281
	Iteration 33Q: 3 clusters Score -1640521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1640528.750000 Penalty: 4929.863281
	Iteration 34Q: 3 clusters Score -1640529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1640538.125000 Penalty: 4929.863281
	Iteration 35Q: 3 clusters Score -1640538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1640539.625000 Penalty: 4929.863281
	Iteration 36Q: 3 clusters Score -1640540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1640542.625000 Penalty: 4929.863281
	Iteration 37Q: 3 clusters Score -1640543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1640546.625000 Penalty: 4929.863281
	Iteration 38Q: 3 clusters Score -1640547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1640547.125000 Penalty: 4929.863281
	Iteration 39Q: 3 clusters Score -1640547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1640547.125000 Penalty: 4929.863281
	Iteration 40F: 3 clusters Score -1640547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (161779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Entering Unmasked Estep 
Score: -13176742.000000 Penalty: 2974.508545
	Iteration 0F: 2 clusters Score -1.317674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -13068277.000000 Penalty: 5949.017090
	Iteration 0F: 3 clusters Score -1.306828e+07 nChanged 77365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -13113086.000000 Penalty: 5949.017090
	Iteration 1F: 3 clusters Score -1.311309e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -13114162.000000 Penalty: 5949.017090
	Iteration 2Q: 3 clusters Score -1.311416e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -13115293.000000 Penalty: 5949.017090
	Iteration 3Q: 3 clusters Score -1.311529e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 85836 members 
Entering Unmasked Estep 
Score: -13116795.000000 Penalty: 5949.017090
	Iteration 4Q: 3 clusters Score -1.31168e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -13118854.000000 Penalty: 5949.017090
	Iteration 5Q: 3 clusters Score -1.311885e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -13122081.000000 Penalty: 5949.017090
	Iteration 6Q: 3 clusters Score -1.312208e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63476 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -13126706.000000 Penalty: 5949.017090
	Iteration 7F: 3 clusters Score -1.312671e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 105321 members 
Entering Unmasked Estep 
Score: -13132803.000000 Penalty: 5949.017090
	Iteration 8F: 3 clusters Score -1.31328e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 113443 members 
Entering Unmasked Estep 
Score: -13140228.000000 Penalty: 5949.017090
	Iteration 9F: 3 clusters Score -1.314023e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 121730 members 
Entering Unmasked Estep 
Score: -13148526.000000 Penalty: 5949.017090
	Iteration 10F: 3 clusters Score -1.314853e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 128905 members 
Entering Unmasked Estep 
Score: -13156440.000000 Penalty: 5949.017090
	Iteration 11F: 3 clusters Score -1.315644e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 133845 members 
Entering Unmasked Estep 
Score: -13162381.000000 Penalty: 5949.017090
	Iteration 12Q: 3 clusters Score -1.316238e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -13165520.000000 Penalty: 5949.017090
	Iteration 13Q: 3 clusters Score -1.316552e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -13167057.000000 Penalty: 5949.017090
	Iteration 14Q: 3 clusters Score -1.316706e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 141307 members 
Entering Unmasked Estep 
Score: -13168029.000000 Penalty: 5949.017090
	Iteration 15Q: 3 clusters Score -1.316803e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -13168776.000000 Penalty: 5949.017090
	Iteration 16Q: 3 clusters Score -1.316878e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -13169387.000000 Penalty: 5949.017090
	Iteration 17Q: 3 clusters Score -1.316939e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -13169960.000000 Penalty: 5949.017090
	Iteration 18Q: 3 clusters Score -1.316996e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -13170430.000000 Penalty: 5949.017090
	Iteration 19Q: 3 clusters Score -1.317043e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -13170869.000000 Penalty: 5949.017090
	Iteration 20F: 3 clusters Score -1.317087e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 149901 members 
Entering Unmasked Estep 
Score: -13171243.000000 Penalty: 5949.017090
	Iteration 21Q: 3 clusters Score -1.317124e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -13171596.000000 Penalty: 5949.017090
	Iteration 22Q: 3 clusters Score -1.31716e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -13171942.000000 Penalty: 5949.017090
	Iteration 23Q: 3 clusters Score -1.317194e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 152830 members 
Entering Unmasked Estep 
Score: -13172239.000000 Penalty: 5949.017090
	Iteration 24Q: 3 clusters Score -1.317224e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -13172577.000000 Penalty: 5949.017090
	Iteration 25Q: 3 clusters Score -1.317258e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -13172804.000000 Penalty: 5949.017090
	Iteration 26Q: 3 clusters Score -1.31728e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -13172991.000000 Penalty: 5949.017090
	Iteration 27Q: 3 clusters Score -1.317299e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 155577 members 
Entering Unmasked Estep 
Score: -13173112.000000 Penalty: 5949.017090
	Iteration 28Q: 3 clusters Score -1.317311e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 156069 members 
Entering Unmasked Estep 
Score: -13173287.000000 Penalty: 5949.017090
	Iteration 29Q: 3 clusters Score -1.317329e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 156522 members 
Entering Unmasked Estep 
Score: -13173347.000000 Penalty: 5949.017090
	Iteration 30Q: 3 clusters Score -1.317335e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -13173452.000000 Penalty: 5949.017090
	Iteration 31Q: 3 clusters Score -1.317345e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -13173532.000000 Penalty: 5949.017090
	Iteration 32Q: 3 clusters Score -1.317353e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -13173618.000000 Penalty: 5949.017090
	Iteration 33Q: 3 clusters Score -1.317362e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -13173680.000000 Penalty: 5949.017090
	Iteration 34Q: 3 clusters Score -1.317368e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 158087 members 
Entering Unmasked Estep 
Score: -13173743.000000 Penalty: 5949.017090
	Iteration 35Q: 3 clusters Score -1.317374e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -13173842.000000 Penalty: 5949.017090
	Iteration 36Q: 3 clusters Score -1.317384e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 158533 members 
Entering Unmasked Estep 
Score: -13173883.000000 Penalty: 5949.017090
	Iteration 37Q: 3 clusters Score -1.317388e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -13173987.000000 Penalty: 5949.017090
	Iteration 38Q: 3 clusters Score -1.317399e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -13174054.000000 Penalty: 5949.017090
	Iteration 39Q: 3 clusters Score -1.317405e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 159132 members 
Entering Unmasked Estep 
Score: -13174111.000000 Penalty: 5949.017090
	Iteration 40F: 3 clusters Score -1.317411e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -13174173.000000 Penalty: 5949.017090
	Iteration 41Q: 3 clusters Score -1.317417e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -13174228.000000 Penalty: 5949.017090
	Iteration 42Q: 3 clusters Score -1.317423e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -13174262.000000 Penalty: 5949.017090
	Iteration 43Q: 3 clusters Score -1.317426e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -13174253.000000 Penalty: 5949.017090
	Iteration 44Q: 3 clusters Score -1.317425e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -13174288.000000 Penalty: 5949.017090
	Iteration 45Q: 3 clusters Score -1.317429e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 159758 members 
Entering Unmasked Estep 
Score: -13174297.000000 Penalty: 5949.017090
	Iteration 46Q: 3 clusters Score -1.31743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 159818 members 
Entering Unmasked Estep 
Score: -13174313.000000 Penalty: 5949.017090
	Iteration 47Q: 3 clusters Score -1.317431e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -13174321.000000 Penalty: 5949.017090
	Iteration 48Q: 3 clusters Score -1.317432e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 159918 members 
Entering Unmasked Estep 
Score: -13174335.000000 Penalty: 5949.017090
	Iteration 49Q: 3 clusters Score -1.317434e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -13174322.000000 Penalty: 5949.017090
	Iteration 50Q: 3 clusters Score -1.317432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 160001 members 
Entering Unmasked Estep 
Score: -13174349.000000 Penalty: 5949.017090
	Iteration 51Q: 3 clusters Score -1.317435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -13174357.000000 Penalty: 5949.017090
	Iteration 52Q: 3 clusters Score -1.317436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 160071 members 
Entering Unmasked Estep 
Score: -13174368.000000 Penalty: 5949.017090
	Iteration 53Q: 3 clusters Score -1.317437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 160095 members 
Entering Unmasked Estep 
Score: -13174379.000000 Penalty: 5949.017090
	Iteration 54Q: 3 clusters Score -1.317438e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 160126 members 
Entering Unmasked Estep 
Score: -13174405.000000 Penalty: 5949.017090
	Iteration 55Q: 3 clusters Score -1.31744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -13174386.000000 Penalty: 5949.017090
	Iteration 56Q: 3 clusters Score -1.317439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 160170 members 
Entering Unmasked Estep 
Score: -13174410.000000 Penalty: 5949.017090
	Iteration 57Q: 3 clusters Score -1.317441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 160188 members 
Entering Unmasked Estep 
Score: -13174409.000000 Penalty: 5949.017090
	Iteration 58Q: 3 clusters Score -1.317441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -13174404.000000 Penalty: 5949.017090
	Iteration 59Q: 3 clusters Score -1.31744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 160204 members 
Entering Unmasked Estep 
Score: -13174415.000000 Penalty: 5949.017090
	Iteration 60F: 3 clusters Score -1.317442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 160215 members 
Entering Unmasked Estep 
Score: -13174430.000000 Penalty: 5949.017090
	Iteration 61Q: 3 clusters Score -1.317443e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -13174425.000000 Penalty: 5949.017090
	Iteration 62Q: 3 clusters Score -1.317442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -13174442.000000 Penalty: 5949.017090
	Iteration 63Q: 3 clusters Score -1.317444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -13174436.000000 Penalty: 5949.017090
	Iteration 64Q: 3 clusters Score -1.317444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -13174430.000000 Penalty: 5949.017090
	Iteration 65Q: 3 clusters Score -1.317443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -13174418.000000 Penalty: 5949.017090
	Iteration 66Q: 3 clusters Score -1.317442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 160255 members 
Entering Unmasked Estep 
Score: -13174431.000000 Penalty: 5949.017090
	Iteration 67Q: 3 clusters Score -1.317443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 160265 members 
Entering Unmasked Estep 
Score: -13174434.000000 Penalty: 5949.017090
	Iteration 68Q: 3 clusters Score -1.317443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 160272 members 
Entering Unmasked Estep 
Score: -13174438.000000 Penalty: 5949.017090
	Iteration 69Q: 3 clusters Score -1.317444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -13174430.000000 Penalty: 5949.017090
	Iteration 70Q: 3 clusters Score -1.317443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -13174427.000000 Penalty: 5949.017090
	Iteration 71Q: 3 clusters Score -1.317443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -13174435.000000 Penalty: 5949.017090
	Iteration 72Q: 3 clusters Score -1.317444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -13174429.000000 Penalty: 5949.017090
	Iteration 73Q: 3 clusters Score -1.317443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -13174440.000000 Penalty: 5949.017090
	Iteration 74Q: 3 clusters Score -1.317444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 160302 members 
Entering Unmasked Estep 
Score: -13174432.000000 Penalty: 5949.017090
	Iteration 75Q: 3 clusters Score -1.317443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -13174422.000000 Penalty: 5949.017090
	Iteration 76Q: 3 clusters Score -1.317442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 160311 members 
Entering Unmasked Estep 
Score: -13174431.000000 Penalty: 5949.017090
	Iteration 77Q: 3 clusters Score -1.317443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 160315 members 
Entering Unmasked Estep 
Score: -13174430.000000 Penalty: 5949.017090
	Iteration 78Q: 3 clusters Score -1.317443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 160320 members 
Entering Unmasked Estep 
Score: -13174432.000000 Penalty: 5949.017090
	Iteration 79Q: 3 clusters Score -1.317443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -13174444.000000 Penalty: 5949.017090
	Iteration 80F: 3 clusters Score -1.317444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -13174444.000000 Penalty: 5949.017090
	Iteration 81Q: 3 clusters Score -1.317444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -13174448.000000 Penalty: 5949.017090
	Iteration 82Q: 3 clusters Score -1.317445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -13174446.000000 Penalty: 5949.017090
	Iteration 83Q: 3 clusters Score -1.317445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -13174454.000000 Penalty: 5949.017090
	Iteration 84Q: 3 clusters Score -1.317445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -13174454.000000 Penalty: 5949.017090
	Iteration 85F: 3 clusters Score -1.317445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -273145.562500 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -273145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -269547.375000 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -269547.4 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -270469.750000 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -270469.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -270693.156250 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -270693.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -270842.562500 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -270842.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -270965.031250 Penalty: 4067.342773
	Iteration 4Q: 3 clusters Score -270965 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -271109.593750 Penalty: 4067.342773
	Iteration 5Q: 3 clusters Score -271109.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -271241.468750 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -271241.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -271348.281250 Penalty: 4067.342773
	Iteration 7Q: 3 clusters Score -271348.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -271452.937500 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -271452.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -271584.468750 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -271584.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -271709.937500 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -271709.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -271802.843750 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -271802.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -271904.375000 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -271904.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -271997.843750 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -271997.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -272086.156250 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -272086.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -272189.468750 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -272189.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -272286.187500 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -272286.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -272403.156250 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -272403.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -272489.250000 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -272489.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272542.812500 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -272542.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -272582.312500 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -272582.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -272607.250000 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -272607.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272627.031250 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -272627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -272635.406250 Penalty: 4067.342773
	Iteration 23Q: 3 clusters Score -272635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -272635.937500 Penalty: 4067.342773
	Iteration 24Q: 3 clusters Score -272635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272636.218750 Penalty: 4067.342773
	Iteration 25Q: 3 clusters Score -272636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272636.218750 Penalty: 4067.342773
	Iteration 26F: 3 clusters Score -272636.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Entering Unmasked Estep 
Score: -2147140.000000 Penalty: 2533.022217
	Iteration 0F: 2 clusters Score -2147140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2128401.250000 Penalty: 5066.044434
	Iteration 0F: 3 clusters Score -2128401 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2135281.750000 Penalty: 5066.044434
	Iteration 1F: 3 clusters Score -2135282 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2136131.000000 Penalty: 5066.044434
	Iteration 2F: 3 clusters Score -2136131 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2137059.250000 Penalty: 5066.044434
	Iteration 3F: 3 clusters Score -2137059 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2138069.000000 Penalty: 5066.044434
	Iteration 4F: 3 clusters Score -2138069 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2139178.000000 Penalty: 5066.044434
	Iteration 5F: 3 clusters Score -2139178 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2140383.500000 Penalty: 5066.044434
	Iteration 6F: 3 clusters Score -2140384 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2141584.000000 Penalty: 5066.044434
	Iteration 7F: 3 clusters Score -2141584 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2142745.750000 Penalty: 5066.044434
	Iteration 8Q: 3 clusters Score -2142746 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2143753.250000 Penalty: 5066.044434
	Iteration 9Q: 3 clusters Score -2143753 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2144504.000000 Penalty: 5066.044434
	Iteration 10Q: 3 clusters Score -2144504 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2144947.250000 Penalty: 5066.044434
	Iteration 11Q: 3 clusters Score -2144947 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2145237.000000 Penalty: 5066.044434
	Iteration 12Q: 3 clusters Score -2145237 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2145451.500000 Penalty: 5066.044434
	Iteration 13Q: 3 clusters Score -2145452 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2145617.250000 Penalty: 5066.044434
	Iteration 14Q: 3 clusters Score -2145617 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2145729.750000 Penalty: 5066.044434
	Iteration 15Q: 3 clusters Score -2145730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2145808.500000 Penalty: 5066.044434
	Iteration 16Q: 3 clusters Score -2145808 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2145859.750000 Penalty: 5066.044434
	Iteration 17Q: 3 clusters Score -2145860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2145881.250000 Penalty: 5066.044434
	Iteration 18Q: 3 clusters Score -2145881 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2145905.000000 Penalty: 5066.044434
	Iteration 19Q: 3 clusters Score -2145905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2145914.250000 Penalty: 5066.044434
	Iteration 20F: 3 clusters Score -2145914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2145926.500000 Penalty: 5066.044434
	Iteration 21Q: 3 clusters Score -2145926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2145935.250000 Penalty: 5066.044434
	Iteration 22Q: 3 clusters Score -2145935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2145936.750000 Penalty: 5066.044434
	Iteration 23Q: 3 clusters Score -2145937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2145938.250000 Penalty: 5066.044434
	Iteration 24Q: 3 clusters Score -2145938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2145942.250000 Penalty: 5066.044434
	Iteration 25Q: 3 clusters Score -2145942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2145942.500000 Penalty: 5066.044434
	Iteration 26Q: 3 clusters Score -2145942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2145944.250000 Penalty: 5066.044434
	Iteration 27Q: 3 clusters Score -2145944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2145953.500000 Penalty: 5066.044434
	Iteration 28Q: 3 clusters Score -2145954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2145950.250000 Penalty: 5066.044434
	Iteration 29Q: 3 clusters Score -2145950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2145949.000000 Penalty: 5066.044434
	Iteration 30Q: 3 clusters Score -2145949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2145951.000000 Penalty: 5066.044434
	Iteration 31Q: 3 clusters Score -2145951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2145951.000000 Penalty: 5066.044434
	Iteration 32F: 3 clusters Score -2145951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Entering Unmasked Estep 
Score: -672446.000000 Penalty: 2252.968262
	Iteration 0F: 2 clusters Score -672446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -665482.375000 Penalty: 4505.936523
	Iteration 0F: 3 clusters Score -665482.4 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -667542.500000 Penalty: 4505.936523
	Iteration 1F: 3 clusters Score -667542.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -667884.000000 Penalty: 4505.936523
	Iteration 2F: 3 clusters Score -667884 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -668183.625000 Penalty: 4505.936523
	Iteration 3F: 3 clusters Score -668183.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -668457.687500 Penalty: 4505.936523
	Iteration 4F: 3 clusters Score -668457.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -668682.125000 Penalty: 4505.936523
	Iteration 5Q: 3 clusters Score -668682.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -668878.375000 Penalty: 4505.936523
	Iteration 6Q: 3 clusters Score -668878.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -669090.750000 Penalty: 4505.936523
	Iteration 7Q: 3 clusters Score -669090.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -669304.437500 Penalty: 4505.936523
	Iteration 8Q: 3 clusters Score -669304.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -669506.625000 Penalty: 4505.936523
	Iteration 9Q: 3 clusters Score -669506.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -669734.687500 Penalty: 4505.936523
	Iteration 10Q: 3 clusters Score -669734.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -669968.812500 Penalty: 4505.936523
	Iteration 11Q: 3 clusters Score -669968.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -670162.562500 Penalty: 4505.936523
	Iteration 12Q: 3 clusters Score -670162.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -670324.000000 Penalty: 4505.936523
	Iteration 13Q: 3 clusters Score -670324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -670441.875000 Penalty: 4505.936523
	Iteration 14Q: 3 clusters Score -670441.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -670520.750000 Penalty: 4505.936523
	Iteration 15Q: 3 clusters Score -670520.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -670569.187500 Penalty: 4505.936523
	Iteration 16Q: 3 clusters Score -670569.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -670601.687500 Penalty: 4505.936523
	Iteration 17Q: 3 clusters Score -670601.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -670627.062500 Penalty: 4505.936523
	Iteration 18Q: 3 clusters Score -670627.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -670646.125000 Penalty: 4505.936523
	Iteration 19Q: 3 clusters Score -670646.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -670656.500000 Penalty: 4505.936523
	Iteration 20F: 3 clusters Score -670656.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -670665.687500 Penalty: 4505.936523
	Iteration 21Q: 3 clusters Score -670665.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -670669.187500 Penalty: 4505.936523
	Iteration 22Q: 3 clusters Score -670669.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -670675.625000 Penalty: 4505.936523
	Iteration 23Q: 3 clusters Score -670675.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -670678.500000 Penalty: 4505.936523
	Iteration 24Q: 3 clusters Score -670678.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -670678.812500 Penalty: 4505.936523
	Iteration 25Q: 3 clusters Score -670678.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -670683.687500 Penalty: 4505.936523
	Iteration 26Q: 3 clusters Score -670683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -670687.187500 Penalty: 4505.936523
	Iteration 27Q: 3 clusters Score -670687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -670690.125000 Penalty: 4505.936523
	Iteration 28Q: 3 clusters Score -670690.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -670692.437500 Penalty: 4505.936523
	Iteration 29Q: 3 clusters Score -670692.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -670694.187500 Penalty: 4505.936523
	Iteration 30Q: 3 clusters Score -670694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -670695.375000 Penalty: 4505.936523
	Iteration 31Q: 3 clusters Score -670695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -670695.250000 Penalty: 4505.936523
	Iteration 32Q: 3 clusters Score -670695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -670695.812500 Penalty: 4505.936523
	Iteration 33Q: 3 clusters Score -670695.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -670698.750000 Penalty: 4505.936523
	Iteration 34Q: 3 clusters Score -670698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -670701.812500 Penalty: 4505.936523
	Iteration 35Q: 3 clusters Score -670701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -670704.312500 Penalty: 4505.936523
	Iteration 36Q: 3 clusters Score -670704.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -670705.687500 Penalty: 4505.936523
	Iteration 37Q: 3 clusters Score -670705.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -670707.500000 Penalty: 4505.936523
	Iteration 38Q: 3 clusters Score -670707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -670708.812500 Penalty: 4505.936523
	Iteration 39Q: 3 clusters Score -670708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -670707.562500 Penalty: 4505.936523
	Iteration 40F: 3 clusters Score -670707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -670709.687500 Penalty: 4505.936523
	Iteration 41Q: 3 clusters Score -670709.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -670712.312500 Penalty: 4505.936523
	Iteration 42Q: 3 clusters Score -670712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -670712.375000 Penalty: 4505.936523
	Iteration 43Q: 3 clusters Score -670712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -670712.750000 Penalty: 4505.936523
	Iteration 44Q: 3 clusters Score -670712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -670714.687500 Penalty: 4505.936523
	Iteration 45Q: 3 clusters Score -670714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -670714.875000 Penalty: 4505.936523
	Iteration 46Q: 3 clusters Score -670714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -670715.375000 Penalty: 4505.936523
	Iteration 47Q: 3 clusters Score -670715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -670719.312500 Penalty: 4505.936523
	Iteration 48Q: 3 clusters Score -670719.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -670718.125000 Penalty: 4505.936523
	Iteration 49Q: 3 clusters Score -670718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -670719.000000 Penalty: 4505.936523
	Iteration 50Q: 3 clusters Score -670719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -670720.125000 Penalty: 4505.936523
	Iteration 51Q: 3 clusters Score -670720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -670720.937500 Penalty: 4505.936523
	Iteration 52Q: 3 clusters Score -670720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -670722.812500 Penalty: 4505.936523
	Iteration 53Q: 3 clusters Score -670722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -670722.187500 Penalty: 4505.936523
	Iteration 54Q: 3 clusters Score -670722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -670723.562500 Penalty: 4505.936523
	Iteration 55Q: 3 clusters Score -670723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -670723.062500 Penalty: 4505.936523
	Iteration 56Q: 3 clusters Score -670723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -670723.437500 Penalty: 4505.936523
	Iteration 57Q: 3 clusters Score -670723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -670723.437500 Penalty: 4505.936523
	Iteration 58F: 3 clusters Score -670723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -201533.328125 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -201533.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -198189.765625 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -198189.8 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -199398.125000 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -199398.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -199998.359375 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -199998.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -200429.234375 Penalty: 4015.265869
	Iteration 3F: 3 clusters Score -200429.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -200702.250000 Penalty: 4015.265869
	Iteration 4F: 3 clusters Score -200702.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -200881.703125 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -200881.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -201015.968750 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -201016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -201094.703125 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -201094.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -201126.625000 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -201126.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -201139.203125 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -201139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -201143.734375 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -201143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -201145.531250 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -201145.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201150.734375 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -201150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -201158.921875 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -201158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -201163.578125 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -201163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -201165.218750 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -201165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -201165.906250 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -201165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -201165.656250 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -201165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -201166.421875 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -201166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -201166.421875 Penalty: 4015.265869
	Iteration 19F: 3 clusters Score -201166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -85228.375000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -85228.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -83182.632812 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -83182.63 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -83452.078125 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -83452.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83555.242188 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -83555.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -83623.406250 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -83623.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -83658.554688 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -83658.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83689.640625 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -83689.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83701.773438 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -83701.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83719.617188 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -83719.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83730.984375 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -83730.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83749.835938 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -83749.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -83765.140625 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -83765.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83775.960938 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -83775.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83787.367188 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -83787.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -83806.929688 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -83806.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -83813.179688 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -83813.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83821.906250 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -83821.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83835.929688 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -83835.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83857.828125 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -83857.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83871.843750 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -83871.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83880.085938 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -83880.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83890.421875 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -83890.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83899.523438 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -83899.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83905.390625 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -83905.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83914.023438 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -83914.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83918.046875 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -83918.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83920.156250 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -83920.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83923.835938 Penalty: 3497.290771
	Iteration 26Q: 3 clusters Score -83923.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83928.148438 Penalty: 3497.290771
	Iteration 27Q: 3 clusters Score -83928.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83933.210938 Penalty: 3497.290771
	Iteration 28Q: 3 clusters Score -83933.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83934.312500 Penalty: 3497.290771
	Iteration 29Q: 3 clusters Score -83934.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83934.312500 Penalty: 3497.290771
	Iteration 30F: 3 clusters Score -83934.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -414054.125000 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -414054.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -409213.375000 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -409213.4 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -410364.625000 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -410364.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -410600.656250 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -410600.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -410753.562500 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -410753.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -410862.375000 Penalty: 4267.544922
	Iteration 4Q: 3 clusters Score -410862.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -410950.968750 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -410951 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -411023.031250 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -411023 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -411092.031250 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -411092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -411161.906250 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -411161.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -411236.312500 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -411236.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -411345.843750 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -411345.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -411467.781250 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -411467.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -411621.593750 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -411621.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -411755.281250 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -411755.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -411890.906250 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -411890.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -412035.031250 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -412035 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -412182.125000 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -412182.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -412327.843750 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -412327.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -412484.312500 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -412484.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -412626.437500 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -412626.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -412768.406250 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -412768.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -412906.062500 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -412906.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -413021.218750 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -413021.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -413122.375000 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -413122.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -413212.968750 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -413213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413294.031250 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -413294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -413373.906250 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -413373.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -413418.968750 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -413419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -413452.531250 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -413452.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -413477.250000 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -413477.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -413493.218750 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -413493.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -413508.437500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -413508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -413517.625000 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -413517.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -413521.906250 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -413521.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -413523.218750 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -413523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -413524.718750 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -413524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -413524.625000 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -413524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -413524.625000 Penalty: 4267.544922
	Iteration 37F: 3 clusters Score -413524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -268769.000000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -268769 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 1674 members 
Entering Unmasked Estep 
Score: -265192.593750 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -265192.6 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -265939.625000 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -265939.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -266158.187500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -266158.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -266315.406250 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -266315.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -266468.062500 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -266468.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -266607.906250 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -266607.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -266759.875000 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -266759.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -266914.031250 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -266914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267031.593750 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -267031.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -267123.687500 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -267123.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -267196.500000 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -267196.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -267244.000000 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -267244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -267276.906250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -267276.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -267304.406250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -267304.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -267324.375000 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -267324.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -267345.843750 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -267345.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -267360.156250 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -267360.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -267373.187500 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -267373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -267381.687500 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -267381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -267389.562500 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -267389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -267393.843750 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -267393.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -267399.593750 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -267399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -267405.968750 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -267406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -267411.187500 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -267411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -267417.687500 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -267417.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267426.531250 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -267426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -267429.875000 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -267429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -267431.468750 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -267431.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -267434.281250 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -267434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -267437.312500 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -267437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -267437.750000 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -267437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -267437.937500 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -267437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -267437.937500 Penalty: 4041.629150
	Iteration 32F: 3 clusters Score -267437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Entering Unmasked Estep 
Score: -2852330.750000 Penalty: 2590.690918
	Iteration 0F: 2 clusters Score -2852331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2828862.250000 Penalty: 5181.381836
	Iteration 0F: 3 clusters Score -2828862 nChanged 15714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2837444.750000 Penalty: 5181.381836
	Iteration 1F: 3 clusters Score -2837445 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2837952.000000 Penalty: 5181.381836
	Iteration 2Q: 3 clusters Score -2837952 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2838519.750000 Penalty: 5181.381836
	Iteration 3Q: 3 clusters Score -2838520 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2839164.500000 Penalty: 5181.381836
	Iteration 4Q: 3 clusters Score -2839164 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2839906.250000 Penalty: 5181.381836
	Iteration 5Q: 3 clusters Score -2839906 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2840919.750000 Penalty: 5181.381836
	Iteration 6F: 3 clusters Score -2840920 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2842288.750000 Penalty: 5181.381836
	Iteration 7F: 3 clusters Score -2842289 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2843901.750000 Penalty: 5181.381836
	Iteration 8F: 3 clusters Score -2843902 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2845491.000000 Penalty: 5181.381836
	Iteration 9F: 3 clusters Score -2845491 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2846745.750000 Penalty: 5181.381836
	Iteration 10Q: 3 clusters Score -2846746 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -2847598.500000 Penalty: 5181.381836
	Iteration 11Q: 3 clusters Score -2847598 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -2848061.500000 Penalty: 5181.381836
	Iteration 12Q: 3 clusters Score -2848062 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2848357.000000 Penalty: 5181.381836
	Iteration 13Q: 3 clusters Score -2848357 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -2848523.500000 Penalty: 5181.381836
	Iteration 14Q: 3 clusters Score -2848524 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -2848700.250000 Penalty: 5181.381836
	Iteration 15Q: 3 clusters Score -2848700 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -2848831.500000 Penalty: 5181.381836
	Iteration 16Q: 3 clusters Score -2848832 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -2848945.500000 Penalty: 5181.381836
	Iteration 17Q: 3 clusters Score -2848946 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -2849052.500000 Penalty: 5181.381836
	Iteration 18Q: 3 clusters Score -2849052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -2849149.000000 Penalty: 5181.381836
	Iteration 19Q: 3 clusters Score -2849149 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -2849258.750000 Penalty: 5181.381836
	Iteration 20F: 3 clusters Score -2849259 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -2849361.250000 Penalty: 5181.381836
	Iteration 21Q: 3 clusters Score -2849361 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -2849450.750000 Penalty: 5181.381836
	Iteration 22Q: 3 clusters Score -2849451 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -2849561.250000 Penalty: 5181.381836
	Iteration 23Q: 3 clusters Score -2849561 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -2849683.000000 Penalty: 5181.381836
	Iteration 24Q: 3 clusters Score -2849683 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -2849818.000000 Penalty: 5181.381836
	Iteration 25Q: 3 clusters Score -2849818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -2849905.000000 Penalty: 5181.381836
	Iteration 26Q: 3 clusters Score -2849905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -2849975.250000 Penalty: 5181.381836
	Iteration 27Q: 3 clusters Score -2849975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -2850033.250000 Penalty: 5181.381836
	Iteration 28Q: 3 clusters Score -2850033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -2850074.250000 Penalty: 5181.381836
	Iteration 29Q: 3 clusters Score -2850074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -2850122.000000 Penalty: 5181.381836
	Iteration 30Q: 3 clusters Score -2850122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -2850162.000000 Penalty: 5181.381836
	Iteration 31Q: 3 clusters Score -2850162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -2850185.250000 Penalty: 5181.381836
	Iteration 32Q: 3 clusters Score -2850185 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -2850206.250000 Penalty: 5181.381836
	Iteration 33Q: 3 clusters Score -2850206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -2850216.000000 Penalty: 5181.381836
	Iteration 34Q: 3 clusters Score -2850216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -2850230.000000 Penalty: 5181.381836
	Iteration 35Q: 3 clusters Score -2850230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -2850259.000000 Penalty: 5181.381836
	Iteration 36Q: 3 clusters Score -2850259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -2850274.000000 Penalty: 5181.381836
	Iteration 37Q: 3 clusters Score -2850274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -2850283.750000 Penalty: 5181.381836
	Iteration 38Q: 3 clusters Score -2850284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -2850294.250000 Penalty: 5181.381836
	Iteration 39Q: 3 clusters Score -2850294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -2850298.750000 Penalty: 5181.381836
	Iteration 40F: 3 clusters Score -2850299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -2850303.000000 Penalty: 5181.381836
	Iteration 41Q: 3 clusters Score -2850303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -2850308.250000 Penalty: 5181.381836
	Iteration 42Q: 3 clusters Score -2850308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -2850304.500000 Penalty: 5181.381836
	Iteration 43Q: 3 clusters Score -2850304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -2850314.500000 Penalty: 5181.381836
	Iteration 44Q: 3 clusters Score -2850314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -2850324.750000 Penalty: 5181.381836
	Iteration 45Q: 3 clusters Score -2850325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -2850327.000000 Penalty: 5181.381836
	Iteration 46Q: 3 clusters Score -2850327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -2850330.250000 Penalty: 5181.381836
	Iteration 47Q: 3 clusters Score -2850330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -2850330.500000 Penalty: 5181.381836
	Iteration 48Q: 3 clusters Score -2850330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -2850335.750000 Penalty: 5181.381836
	Iteration 49Q: 3 clusters Score -2850336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -2850337.500000 Penalty: 5181.381836
	Iteration 50Q: 3 clusters Score -2850338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -2850338.750000 Penalty: 5181.381836
	Iteration 51Q: 3 clusters Score -2850339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -2850341.250000 Penalty: 5181.381836
	Iteration 52Q: 3 clusters Score -2850341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -2850340.500000 Penalty: 5181.381836
	Iteration 53Q: 3 clusters Score -2850340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -2850340.500000 Penalty: 5181.381836
	Iteration 54F: 3 clusters Score -2850340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19268 members 
Mstep: Class 7 contains 96470 members 
Mstep: Class 8 contains 15929 members 
Mstep: Class 9 contains 844308 members 
Mstep: Class 10 contains 34470 members 
Mstep: Class 11 contains 259334 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35217 members 
Mstep: Class 16 contains 26646 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50419 members 
Mstep: Class 19 contains 40497 members 
Mstep: Class 20 contains 9223 members 
Mstep: Class 21 contains 18800 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20728 members 
Mstep: Class 24 contains 161779 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27277 members 
Mstep: Class 27 contains 8818 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 279Q: 33 clusters Score -1.428062e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4485 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 96473 members 
Mstep: Class 8 contains 15929 members 
Mstep: Class 9 contains 844310 members 
Mstep: Class 10 contains 34469 members 
Mstep: Class 11 contains 259330 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21197 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35208 members 
Mstep: Class 16 contains 26647 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50421 members 
Mstep: Class 19 contains 40494 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18799 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20727 members 
Mstep: Class 24 contains 161778 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27280 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 280F: 33 clusters Score -1.428062e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29037 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4487 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 96474 members 
Mstep: Class 8 contains 15928 members 
Mstep: Class 9 contains 844313 members 
Mstep: Class 10 contains 34469 members 
Mstep: Class 11 contains 259327 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21195 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35198 members 
Mstep: Class 16 contains 26648 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50421 members 
Mstep: Class 19 contains 40494 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18797 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161778 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27291 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 281Q: 33 clusters Score -1.428062e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4490 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 96477 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 844315 members 
Mstep: Class 10 contains 34468 members 
Mstep: Class 11 contains 259329 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21194 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35184 members 
Mstep: Class 16 contains 26649 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50421 members 
Mstep: Class 19 contains 40490 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161778 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27305 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 114399.593750
Iteration 282Q: 33 clusters Score -1.428063e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 96479 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 844312 members 
Mstep: Class 10 contains 34466 members 
Mstep: Class 11 contains 259326 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21191 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 26653 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50422 members 
Mstep: Class 19 contains 40488 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161777 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27309 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806368.000000 Penalty: 114399.593750
Iteration 283Q: 33 clusters Score -1.428064e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17517 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 96484 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 844303 members 
Mstep: Class 10 contains 34463 members 
Mstep: Class 11 contains 259323 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21191 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 26656 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50422 members 
Mstep: Class 19 contains 40486 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161777 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27315 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806400.000000 Penalty: 114399.593750
Iteration 284Q: 33 clusters Score -1.428064e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29038 members 
Mstep: Class 3 contains 17519 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19268 members 
Mstep: Class 7 contains 96486 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 844305 members 
Mstep: Class 10 contains 34460 members 
Mstep: Class 11 contains 259322 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35175 members 
Mstep: Class 16 contains 26657 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50422 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161776 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27320 members 
Mstep: Class 27 contains 8821 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806320.000000 Penalty: 114399.593750
Iteration 285Q: 33 clusters Score -1.428063e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17520 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19267 members 
Mstep: Class 7 contains 96490 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 844300 members 
Mstep: Class 10 contains 34460 members 
Mstep: Class 11 contains 259318 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35173 members 
Mstep: Class 16 contains 26658 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50422 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161778 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27321 members 
Mstep: Class 27 contains 8822 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806304.000000 Penalty: 114399.593750
Iteration 286Q: 33 clusters Score -1.428063e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17520 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19265 members 
Mstep: Class 7 contains 96492 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844295 members 
Mstep: Class 10 contains 34458 members 
Mstep: Class 11 contains 259318 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35169 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50423 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18795 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161780 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27324 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806288.000000 Penalty: 114399.593750
Iteration 287Q: 33 clusters Score -1.428063e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17520 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19264 members 
Mstep: Class 7 contains 96491 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844296 members 
Mstep: Class 10 contains 34460 members 
Mstep: Class 11 contains 259315 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35160 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50424 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161783 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27328 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806400.000000 Penalty: 114399.593750
Iteration 288Q: 33 clusters Score -1.428064e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17520 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19263 members 
Mstep: Class 7 contains 96492 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844296 members 
Mstep: Class 10 contains 34460 members 
Mstep: Class 11 contains 259313 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 35153 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50426 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161783 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27333 members 
Mstep: Class 27 contains 8826 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 289Q: 33 clusters Score -1.428063e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17520 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19265 members 
Mstep: Class 7 contains 96493 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844299 members 
Mstep: Class 10 contains 34458 members 
Mstep: Class 11 contains 259310 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35150 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50425 members 
Mstep: Class 19 contains 40485 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18794 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161784 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27336 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806288.000000 Penalty: 114399.593750
Iteration 290Q: 33 clusters Score -1.428063e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19265 members 
Mstep: Class 7 contains 96493 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844298 members 
Mstep: Class 10 contains 34458 members 
Mstep: Class 11 contains 259309 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35147 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50426 members 
Mstep: Class 19 contains 40484 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18793 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161784 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27338 members 
Mstep: Class 27 contains 8827 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 291Q: 33 clusters Score -1.428063e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19265 members 
Mstep: Class 7 contains 96494 members 
Mstep: Class 8 contains 15927 members 
Mstep: Class 9 contains 844301 members 
Mstep: Class 10 contains 34457 members 
Mstep: Class 11 contains 259310 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35144 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 50427 members 
Mstep: Class 19 contains 40483 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18792 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161784 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27337 members 
Mstep: Class 27 contains 8828 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806352.000000 Penalty: 114399.593750
Iteration 292Q: 33 clusters Score -1.428064e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19266 members 
Mstep: Class 7 contains 96494 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844305 members 
Mstep: Class 10 contains 34456 members 
Mstep: Class 11 contains 259306 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35142 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2833 members 
Mstep: Class 18 contains 50430 members 
Mstep: Class 19 contains 40484 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18790 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161784 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27338 members 
Mstep: Class 27 contains 8829 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 293Q: 33 clusters Score -1.428063e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19266 members 
Mstep: Class 7 contains 96494 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844306 members 
Mstep: Class 10 contains 34455 members 
Mstep: Class 11 contains 259304 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21189 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35140 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2832 members 
Mstep: Class 18 contains 50432 members 
Mstep: Class 19 contains 40486 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161785 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27339 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 294Q: 33 clusters Score -1.428063e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19268 members 
Mstep: Class 7 contains 96495 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844308 members 
Mstep: Class 10 contains 34453 members 
Mstep: Class 11 contains 259307 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21189 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35135 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2831 members 
Mstep: Class 18 contains 50433 members 
Mstep: Class 19 contains 40483 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161786 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27340 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806272.000000 Penalty: 114399.593750
Iteration 295Q: 33 clusters Score -1.428063e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19268 members 
Mstep: Class 7 contains 96495 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844308 members 
Mstep: Class 10 contains 34452 members 
Mstep: Class 11 contains 259310 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21189 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35132 members 
Mstep: Class 16 contains 26659 members 
Mstep: Class 17 contains 2829 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40480 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161787 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27344 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 296Q: 33 clusters Score -1.428062e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 96495 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844309 members 
Mstep: Class 10 contains 34452 members 
Mstep: Class 11 contains 259312 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21189 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 35128 members 
Mstep: Class 16 contains 26660 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40479 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161787 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27347 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 297Q: 33 clusters Score -1.428062e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 96495 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844313 members 
Mstep: Class 10 contains 34452 members 
Mstep: Class 11 contains 259315 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21189 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35126 members 
Mstep: Class 16 contains 26660 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40478 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161786 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27349 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806240.000000 Penalty: 114399.593750
Iteration 298Q: 33 clusters Score -1.428062e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19270 members 
Mstep: Class 7 contains 96496 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844318 members 
Mstep: Class 10 contains 34451 members 
Mstep: Class 11 contains 259317 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 26660 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40480 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161786 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27350 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 299Q: 33 clusters Score -1.428062e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 96497 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844318 members 
Mstep: Class 10 contains 34447 members 
Mstep: Class 11 contains 259321 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35128 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2805 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40483 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161786 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27351 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 300F: 33 clusters Score -1.428062e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19269 members 
Mstep: Class 7 contains 96499 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844318 members 
Mstep: Class 10 contains 34448 members 
Mstep: Class 11 contains 259324 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35126 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 50433 members 
Mstep: Class 19 contains 40479 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18788 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161787 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27355 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 301Q: 33 clusters Score -1.428062e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19271 members 
Mstep: Class 7 contains 96505 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844318 members 
Mstep: Class 10 contains 34451 members 
Mstep: Class 11 contains 259316 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35126 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40473 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18787 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161786 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27358 members 
Mstep: Class 27 contains 8831 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806272.000000 Penalty: 114399.593750
Iteration 302Q: 33 clusters Score -1.428063e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29039 members 
Mstep: Class 3 contains 17521 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96506 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844319 members 
Mstep: Class 10 contains 34458 members 
Mstep: Class 11 contains 259312 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35127 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40465 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161785 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27359 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 303Q: 33 clusters Score -1.428062e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17522 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 96506 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844315 members 
Mstep: Class 10 contains 34466 members 
Mstep: Class 11 contains 259309 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40455 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 161787 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27366 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5452 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 304Q: 33 clusters Score -1.428063e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96506 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844311 members 
Mstep: Class 10 contains 34469 members 
Mstep: Class 11 contains 259314 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 50433 members 
Mstep: Class 19 contains 40444 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161787 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27370 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806336.000000 Penalty: 114399.593750
Iteration 305Q: 33 clusters Score -1.428063e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29041 members 
Mstep: Class 3 contains 17524 members 
Mstep: Class 4 contains 4498 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96506 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844311 members 
Mstep: Class 10 contains 34471 members 
Mstep: Class 11 contains 259315 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 50434 members 
Mstep: Class 19 contains 40438 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161788 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27368 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806352.000000 Penalty: 114399.593750
Iteration 306Q: 33 clusters Score -1.428064e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17528 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96506 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844313 members 
Mstep: Class 10 contains 34473 members 
Mstep: Class 11 contains 259311 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 50435 members 
Mstep: Class 19 contains 40431 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161789 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27367 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 114399.593750
Iteration 307Q: 33 clusters Score -1.428063e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17532 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96510 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844310 members 
Mstep: Class 10 contains 34477 members 
Mstep: Class 11 contains 259307 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 26661 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50435 members 
Mstep: Class 19 contains 40423 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161791 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27369 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 114399.593750
Iteration 308Q: 33 clusters Score -1.428063e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17535 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96513 members 
Mstep: Class 8 contains 15926 members 
Mstep: Class 9 contains 844308 members 
Mstep: Class 10 contains 34485 members 
Mstep: Class 11 contains 259297 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 26662 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50436 members 
Mstep: Class 19 contains 40417 members 
Mstep: Class 20 contains 9221 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161792 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27371 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806288.000000 Penalty: 114399.593750
Iteration 309Q: 33 clusters Score -1.428063e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96513 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844312 members 
Mstep: Class 10 contains 34488 members 
Mstep: Class 11 contains 259293 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35127 members 
Mstep: Class 16 contains 26663 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50437 members 
Mstep: Class 19 contains 40407 members 
Mstep: Class 20 contains 9220 members 
Mstep: Class 21 contains 18782 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161793 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27370 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806256.000000 Penalty: 114399.593750
Iteration 310Q: 33 clusters Score -1.428063e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96515 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844314 members 
Mstep: Class 10 contains 34492 members 
Mstep: Class 11 contains 259288 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35126 members 
Mstep: Class 16 contains 26663 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50438 members 
Mstep: Class 19 contains 40400 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161794 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27370 members 
Mstep: Class 27 contains 8832 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806304.000000 Penalty: 114399.593750
Iteration 311Q: 33 clusters Score -1.428063e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17543 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96519 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844314 members 
Mstep: Class 10 contains 34491 members 
Mstep: Class 11 contains 259280 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35125 members 
Mstep: Class 16 contains 26663 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50438 members 
Mstep: Class 19 contains 40399 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161796 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27371 members 
Mstep: Class 27 contains 8833 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806224.000000 Penalty: 114399.593750
Iteration 312Q: 33 clusters Score -1.428062e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96521 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844313 members 
Mstep: Class 10 contains 34491 members 
Mstep: Class 11 contains 259279 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35123 members 
Mstep: Class 16 contains 26665 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50438 members 
Mstep: Class 19 contains 40396 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18778 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161797 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27373 members 
Mstep: Class 27 contains 8834 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5454 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 313Q: 33 clusters Score -1.428061e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17547 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96522 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 844311 members 
Mstep: Class 10 contains 34493 members 
Mstep: Class 11 contains 259276 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 26667 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50438 members 
Mstep: Class 19 contains 40393 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161797 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27375 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 314Q: 33 clusters Score -1.428062e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96523 members 
Mstep: Class 8 contains 15924 members 
Mstep: Class 9 contains 844307 members 
Mstep: Class 10 contains 34495 members 
Mstep: Class 11 contains 259273 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35121 members 
Mstep: Class 16 contains 26670 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50438 members 
Mstep: Class 19 contains 40388 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161799 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27378 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 315Q: 33 clusters Score -1.428062e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 96525 members 
Mstep: Class 8 contains 15924 members 
Mstep: Class 9 contains 844300 members 
Mstep: Class 10 contains 34496 members 
Mstep: Class 11 contains 259271 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35118 members 
Mstep: Class 16 contains 26673 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 40383 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161799 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27381 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 316Q: 33 clusters Score -1.428062e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 96528 members 
Mstep: Class 8 contains 15924 members 
Mstep: Class 9 contains 844300 members 
Mstep: Class 10 contains 34498 members 
Mstep: Class 11 contains 259266 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35116 members 
Mstep: Class 16 contains 26676 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 40380 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161798 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27381 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806240.000000 Penalty: 114399.593750
Iteration 317Q: 33 clusters Score -1.428062e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 96529 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844297 members 
Mstep: Class 10 contains 34499 members 
Mstep: Class 11 contains 259262 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35115 members 
Mstep: Class 16 contains 26680 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 40377 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161801 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8838 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 318Q: 33 clusters Score -1.428062e+08 nChanged 17
Entering ConstructFrom: 
Score: -142806160.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -313042.406250 Penalty: 2063.471191
	Iteration 0F: 2 clusters Score -313042.4 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 2092 members 
Entering Unmasked Estep 
Score: -309070.843750 Penalty: 4126.942383
	Iteration 0F: 3 clusters Score -309070.8 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -309961.312500 Penalty: 4126.942383
	Iteration 1F: 3 clusters Score -309961.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -310151.875000 Penalty: 4126.942383
	Iteration 2F: 3 clusters Score -310151.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -310273.218750 Penalty: 4126.942383
	Iteration 3Q: 3 clusters Score -310273.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -310361.625000 Penalty: 4126.942383
	Iteration 4Q: 3 clusters Score -310361.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -310440.843750 Penalty: 4126.942383
	Iteration 5Q: 3 clusters Score -310440.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -310515.687500 Penalty: 4126.942383
	Iteration 6Q: 3 clusters Score -310515.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -310574.843750 Penalty: 4126.942383
	Iteration 7Q: 3 clusters Score -310574.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -310610.250000 Penalty: 4126.942383
	Iteration 8Q: 3 clusters Score -310610.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -310638.937500 Penalty: 4126.942383
	Iteration 9Q: 3 clusters Score -310638.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -310671.968750 Penalty: 4126.942383
	Iteration 10Q: 3 clusters Score -310672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -310708.343750 Penalty: 4126.942383
	Iteration 11Q: 3 clusters Score -310708.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -310753.406250 Penalty: 4126.942383
	Iteration 12Q: 3 clusters Score -310753.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -310805.000000 Penalty: 4126.942383
	Iteration 13Q: 3 clusters Score -310805 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -310850.593750 Penalty: 4126.942383
	Iteration 14Q: 3 clusters Score -310850.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -310885.843750 Penalty: 4126.942383
	Iteration 15Q: 3 clusters Score -310885.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -310912.156250 Penalty: 4126.942383
	Iteration 16Q: 3 clusters Score -310912.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -310936.468750 Penalty: 4126.942383
	Iteration 17Q: 3 clusters Score -310936.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -310971.031250 Penalty: 4126.942383
	Iteration 18Q: 3 clusters Score -310971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -311015.031250 Penalty: 4126.942383
	Iteration 19Q: 3 clusters Score -311015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -311051.468750 Penalty: 4126.942383
	Iteration 20F: 3 clusters Score -311051.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -311079.656250 Penalty: 4126.942383
	Iteration 21Q: 3 clusters Score -311079.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -311106.562500 Penalty: 4126.942383
	Iteration 22Q: 3 clusters Score -311106.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -311126.781250 Penalty: 4126.942383
	Iteration 23Q: 3 clusters Score -311126.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -311154.687500 Penalty: 4126.942383
	Iteration 24Q: 3 clusters Score -311154.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -311189.593750 Penalty: 4126.942383
	Iteration 25Q: 3 clusters Score -311189.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -311216.500000 Penalty: 4126.942383
	Iteration 26Q: 3 clusters Score -311216.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -311244.750000 Penalty: 4126.942383
	Iteration 27Q: 3 clusters Score -311244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -311281.687500 Penalty: 4126.942383
	Iteration 28Q: 3 clusters Score -311281.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -311308.593750 Penalty: 4126.942383
	Iteration 29Q: 3 clusters Score -311308.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -311332.312500 Penalty: 4126.942383
	Iteration 30Q: 3 clusters Score -311332.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -311357.375000 Penalty: 4126.942383
	Iteration 31Q: 3 clusters Score -311357.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -311376.156250 Penalty: 4126.942383
	Iteration 32Q: 3 clusters Score -311376.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -311397.031250 Penalty: 4126.942383
	Iteration 33Q: 3 clusters Score -311397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -311431.812500 Penalty: 4126.942383
	Iteration 34Q: 3 clusters Score -311431.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -311468.281250 Penalty: 4126.942383
	Iteration 35Q: 3 clusters Score -311468.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -311493.468750 Penalty: 4126.942383
	Iteration 36Q: 3 clusters Score -311493.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -311512.531250 Penalty: 4126.942383
	Iteration 37Q: 3 clusters Score -311512.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -311519.093750 Penalty: 4126.942383
	Iteration 38Q: 3 clusters Score -311519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -311526.625000 Penalty: 4126.942383
	Iteration 39Q: 3 clusters Score -311526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -311539.687500 Penalty: 4126.942383
	Iteration 40F: 3 clusters Score -311539.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -311546.218750 Penalty: 4126.942383
	Iteration 41Q: 3 clusters Score -311546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -311550.406250 Penalty: 4126.942383
	Iteration 42Q: 3 clusters Score -311550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -311555.093750 Penalty: 4126.942383
	Iteration 43Q: 3 clusters Score -311555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -311561.312500 Penalty: 4126.942383
	Iteration 44Q: 3 clusters Score -311561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -311566.406250 Penalty: 4126.942383
	Iteration 45Q: 3 clusters Score -311566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -311569.062500 Penalty: 4126.942383
	Iteration 46Q: 3 clusters Score -311569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -311573.343750 Penalty: 4126.942383
	Iteration 47Q: 3 clusters Score -311573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -311573.968750 Penalty: 4126.942383
	Iteration 48Q: 3 clusters Score -311574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -311576.437500 Penalty: 4126.942383
	Iteration 49Q: 3 clusters Score -311576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -311578.781250 Penalty: 4126.942383
	Iteration 50Q: 3 clusters Score -311578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -311580.906250 Penalty: 4126.942383
	Iteration 51Q: 3 clusters Score -311580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -311582.000000 Penalty: 4126.942383
	Iteration 52Q: 3 clusters Score -311582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -311583.625000 Penalty: 4126.942383
	Iteration 53Q: 3 clusters Score -311583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -311586.500000 Penalty: 4126.942383
	Iteration 54Q: 3 clusters Score -311586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -311588.187500 Penalty: 4126.942383
	Iteration 55Q: 3 clusters Score -311588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -311589.031250 Penalty: 4126.942383
	Iteration 56Q: 3 clusters Score -311589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -311591.125000 Penalty: 4126.942383
	Iteration 57Q: 3 clusters Score -311591.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -311595.187500 Penalty: 4126.942383
	Iteration 58Q: 3 clusters Score -311595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -311595.625000 Penalty: 4126.942383
	Iteration 59Q: 3 clusters Score -311595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -311598.531250 Penalty: 4126.942383
	Iteration 60F: 3 clusters Score -311598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -311600.906250 Penalty: 4126.942383
	Iteration 61Q: 3 clusters Score -311600.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -311603.750000 Penalty: 4126.942383
	Iteration 62Q: 3 clusters Score -311603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -311605.906250 Penalty: 4126.942383
	Iteration 63Q: 3 clusters Score -311605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -311606.562500 Penalty: 4126.942383
	Iteration 64Q: 3 clusters Score -311606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -311606.562500 Penalty: 4126.942383
	Iteration 65F: 3 clusters Score -311606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Entering Unmasked Estep 
Score: -2254243.250000 Penalty: 2548.571777
	Iteration 0F: 2 clusters Score -2254243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2234204.500000 Penalty: 5097.143555
	Iteration 0F: 3 clusters Score -2234204 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2241537.500000 Penalty: 5097.143555
	Iteration 1F: 3 clusters Score -2241538 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2242259.250000 Penalty: 5097.143555
	Iteration 2F: 3 clusters Score -2242259 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2243088.500000 Penalty: 5097.143555
	Iteration 3F: 3 clusters Score -2243088 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2244122.250000 Penalty: 5097.143555
	Iteration 4F: 3 clusters Score -2244122 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2245327.500000 Penalty: 5097.143555
	Iteration 5F: 3 clusters Score -2245328 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2246499.000000 Penalty: 5097.143555
	Iteration 6F: 3 clusters Score -2246499 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2247511.250000 Penalty: 5097.143555
	Iteration 7F: 3 clusters Score -2247511 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2248253.000000 Penalty: 5097.143555
	Iteration 8Q: 3 clusters Score -2248253 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2248777.250000 Penalty: 5097.143555
	Iteration 9Q: 3 clusters Score -2248777 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2249225.750000 Penalty: 5097.143555
	Iteration 10Q: 3 clusters Score -2249226 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2249696.250000 Penalty: 5097.143555
	Iteration 11Q: 3 clusters Score -2249696 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2250210.250000 Penalty: 5097.143555
	Iteration 12Q: 3 clusters Score -2250210 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2250813.750000 Penalty: 5097.143555
	Iteration 13Q: 3 clusters Score -2250814 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2251504.750000 Penalty: 5097.143555
	Iteration 14Q: 3 clusters Score -2251505 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2252066.750000 Penalty: 5097.143555
	Iteration 15Q: 3 clusters Score -2252067 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2252503.500000 Penalty: 5097.143555
	Iteration 16Q: 3 clusters Score -2252504 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2252817.500000 Penalty: 5097.143555
	Iteration 17Q: 3 clusters Score -2252818 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2253012.250000 Penalty: 5097.143555
	Iteration 18Q: 3 clusters Score -2253012 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2253164.750000 Penalty: 5097.143555
	Iteration 19Q: 3 clusters Score -2253165 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2253263.250000 Penalty: 5097.143555
	Iteration 20F: 3 clusters Score -2253263 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2253320.000000 Penalty: 5097.143555
	Iteration 21Q: 3 clusters Score -2253320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2253370.250000 Penalty: 5097.143555
	Iteration 22Q: 3 clusters Score -2253370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2253394.500000 Penalty: 5097.143555
	Iteration 23Q: 3 clusters Score -2253394 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2253434.250000 Penalty: 5097.143555
	Iteration 24Q: 3 clusters Score -2253434 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2253446.750000 Penalty: 5097.143555
	Iteration 25Q: 3 clusters Score -2253447 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2253463.250000 Penalty: 5097.143555
	Iteration 26Q: 3 clusters Score -2253463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2253476.750000 Penalty: 5097.143555
	Iteration 27Q: 3 clusters Score -2253477 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2253497.250000 Penalty: 5097.143555
	Iteration 28Q: 3 clusters Score -2253497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2253509.500000 Penalty: 5097.143555
	Iteration 29Q: 3 clusters Score -2253510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2253510.750000 Penalty: 5097.143555
	Iteration 30Q: 3 clusters Score -2253511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2253523.000000 Penalty: 5097.143555
	Iteration 31Q: 3 clusters Score -2253523 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2253534.500000 Penalty: 5097.143555
	Iteration 32Q: 3 clusters Score -2253534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2253536.000000 Penalty: 5097.143555
	Iteration 33Q: 3 clusters Score -2253536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2253550.000000 Penalty: 5097.143555
	Iteration 34Q: 3 clusters Score -2253550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2253561.250000 Penalty: 5097.143555
	Iteration 35Q: 3 clusters Score -2253561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2253570.250000 Penalty: 5097.143555
	Iteration 36Q: 3 clusters Score -2253570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2253571.750000 Penalty: 5097.143555
	Iteration 37Q: 3 clusters Score -2253572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2253590.500000 Penalty: 5097.143555
	Iteration 38Q: 3 clusters Score -2253590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2253587.500000 Penalty: 5097.143555
	Iteration 39Q: 3 clusters Score -2253588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2253598.000000 Penalty: 5097.143555
	Iteration 40F: 3 clusters Score -2253598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2253596.000000 Penalty: 5097.143555
	Iteration 41Q: 3 clusters Score -2253596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2253603.000000 Penalty: 5097.143555
	Iteration 42Q: 3 clusters Score -2253603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2253613.250000 Penalty: 5097.143555
	Iteration 43Q: 3 clusters Score -2253613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2253619.750000 Penalty: 5097.143555
	Iteration 44Q: 3 clusters Score -2253620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2253621.000000 Penalty: 5097.143555
	Iteration 45Q: 3 clusters Score -2253621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2253629.250000 Penalty: 5097.143555
	Iteration 46Q: 3 clusters Score -2253629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2253636.000000 Penalty: 5097.143555
	Iteration 47Q: 3 clusters Score -2253636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2253629.000000 Penalty: 5097.143555
	Iteration 48Q: 3 clusters Score -2253629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2253643.750000 Penalty: 5097.143555
	Iteration 49Q: 3 clusters Score -2253644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2253647.750000 Penalty: 5097.143555
	Iteration 50Q: 3 clusters Score -2253648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2253662.500000 Penalty: 5097.143555
	Iteration 51Q: 3 clusters Score -2253662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2253672.000000 Penalty: 5097.143555
	Iteration 52Q: 3 clusters Score -2253672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2253670.500000 Penalty: 5097.143555
	Iteration 53Q: 3 clusters Score -2253670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2253675.750000 Penalty: 5097.143555
	Iteration 54Q: 3 clusters Score -2253676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2253686.250000 Penalty: 5097.143555
	Iteration 55Q: 3 clusters Score -2253686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2253686.500000 Penalty: 5097.143555
	Iteration 56Q: 3 clusters Score -2253686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2253693.000000 Penalty: 5097.143555
	Iteration 57Q: 3 clusters Score -2253693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2253695.500000 Penalty: 5097.143555
	Iteration 58Q: 3 clusters Score -2253696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2253691.500000 Penalty: 5097.143555
	Iteration 59Q: 3 clusters Score -2253692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2253701.750000 Penalty: 5097.143555
	Iteration 60F: 3 clusters Score -2253702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2253699.250000 Penalty: 5097.143555
	Iteration 61Q: 3 clusters Score -2253699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2253700.750000 Penalty: 5097.143555
	Iteration 62Q: 3 clusters Score -2253701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2253697.750000 Penalty: 5097.143555
	Iteration 63Q: 3 clusters Score -2253698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2253702.500000 Penalty: 5097.143555
	Iteration 64Q: 3 clusters Score -2253702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2253703.750000 Penalty: 5097.143555
	Iteration 65Q: 3 clusters Score -2253704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2253706.500000 Penalty: 5097.143555
	Iteration 66Q: 3 clusters Score -2253706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2253708.000000 Penalty: 5097.143555
	Iteration 67Q: 3 clusters Score -2253708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2253710.750000 Penalty: 5097.143555
	Iteration 68Q: 3 clusters Score -2253711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2253709.250000 Penalty: 5097.143555
	Iteration 69Q: 3 clusters Score -2253709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2253711.500000 Penalty: 5097.143555
	Iteration 70Q: 3 clusters Score -2253712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2253708.250000 Penalty: 5097.143555
	Iteration 71Q: 3 clusters Score -2253708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2253711.500000 Penalty: 5097.143555
	Iteration 72Q: 3 clusters Score -2253712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2253711.500000 Penalty: 5097.143555
	Iteration 73Q: 3 clusters Score -2253712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2253711.500000 Penalty: 5097.143555
	Iteration 74Q: 3 clusters Score -2253712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2253710.500000 Penalty: 5097.143555
	Iteration 75Q: 3 clusters Score -2253710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2253713.500000 Penalty: 5097.143555
	Iteration 76Q: 3 clusters Score -2253714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2253713.500000 Penalty: 5097.143555
	Iteration 77F: 3 clusters Score -2253714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Entering Unmasked Estep 
Score: -1454266.750000 Penalty: 2423.642334
	Iteration 0F: 2 clusters Score -1454267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1441721.000000 Penalty: 4847.284668
	Iteration 0F: 3 clusters Score -1441721 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1445984.875000 Penalty: 4847.284668
	Iteration 1F: 3 clusters Score -1445985 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1446458.125000 Penalty: 4847.284668
	Iteration 2F: 3 clusters Score -1446458 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1446932.750000 Penalty: 4847.284668
	Iteration 3F: 3 clusters Score -1446933 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1447461.750000 Penalty: 4847.284668
	Iteration 4F: 3 clusters Score -1447462 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1448133.750000 Penalty: 4847.284668
	Iteration 5F: 3 clusters Score -1448134 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1448955.875000 Penalty: 4847.284668
	Iteration 6F: 3 clusters Score -1448956 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1449818.375000 Penalty: 4847.284668
	Iteration 7F: 3 clusters Score -1449818 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1450609.250000 Penalty: 4847.284668
	Iteration 8F: 3 clusters Score -1450609 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1451180.625000 Penalty: 4847.284668
	Iteration 9Q: 3 clusters Score -1451181 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1451595.625000 Penalty: 4847.284668
	Iteration 10Q: 3 clusters Score -1451596 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1451888.000000 Penalty: 4847.284668
	Iteration 11Q: 3 clusters Score -1451888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1452090.250000 Penalty: 4847.284668
	Iteration 12Q: 3 clusters Score -1452090 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1452211.625000 Penalty: 4847.284668
	Iteration 13Q: 3 clusters Score -1452212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1452263.625000 Penalty: 4847.284668
	Iteration 14Q: 3 clusters Score -1452264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1452288.625000 Penalty: 4847.284668
	Iteration 15Q: 3 clusters Score -1452289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1452302.000000 Penalty: 4847.284668
	Iteration 16Q: 3 clusters Score -1452302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1452317.500000 Penalty: 4847.284668
	Iteration 17Q: 3 clusters Score -1452318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1452324.125000 Penalty: 4847.284668
	Iteration 18Q: 3 clusters Score -1452324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1452327.125000 Penalty: 4847.284668
	Iteration 19Q: 3 clusters Score -1452327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1452325.000000 Penalty: 4847.284668
	Iteration 20F: 3 clusters Score -1452325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1452326.375000 Penalty: 4847.284668
	Iteration 21Q: 3 clusters Score -1452326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1452326.500000 Penalty: 4847.284668
	Iteration 22Q: 3 clusters Score -1452326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1452327.500000 Penalty: 4847.284668
	Iteration 23Q: 3 clusters Score -1452328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1452330.500000 Penalty: 4847.284668
	Iteration 24Q: 3 clusters Score -1452330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1452329.500000 Penalty: 4847.284668
	Iteration 25Q: 3 clusters Score -1452330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1452330.000000 Penalty: 4847.284668
	Iteration 26Q: 3 clusters Score -1452330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1452329.125000 Penalty: 4847.284668
	Iteration 27Q: 3 clusters Score -1452329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1452332.000000 Penalty: 4847.284668
	Iteration 28Q: 3 clusters Score -1452332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1452338.500000 Penalty: 4847.284668
	Iteration 29Q: 3 clusters Score -1452338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1452344.250000 Penalty: 4847.284668
	Iteration 30Q: 3 clusters Score -1452344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1452347.625000 Penalty: 4847.284668
	Iteration 31Q: 3 clusters Score -1452348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1452350.125000 Penalty: 4847.284668
	Iteration 32Q: 3 clusters Score -1452350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1452353.000000 Penalty: 4847.284668
	Iteration 33Q: 3 clusters Score -1452353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1452359.125000 Penalty: 4847.284668
	Iteration 34Q: 3 clusters Score -1452359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1452361.125000 Penalty: 4847.284668
	Iteration 35Q: 3 clusters Score -1452361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1452361.750000 Penalty: 4847.284668
	Iteration 36Q: 3 clusters Score -1452362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1452363.375000 Penalty: 4847.284668
	Iteration 37Q: 3 clusters Score -1452363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1452363.375000 Penalty: 4847.284668
	Iteration 38F: 3 clusters Score -1452363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -349015.968750 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -349016 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 2242 members 
Entering Unmasked Estep 
Score: -344756.031250 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -344756 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -345687.625000 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -345687.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -345894.437500 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -345894.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -346016.406250 Penalty: 4172.379395
	Iteration 3Q: 3 clusters Score -346016.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -346136.718750 Penalty: 4172.379395
	Iteration 4Q: 3 clusters Score -346136.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -346254.062500 Penalty: 4172.379395
	Iteration 5Q: 3 clusters Score -346254.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -346370.687500 Penalty: 4172.379395
	Iteration 6Q: 3 clusters Score -346370.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -346507.312500 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -346507.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -346676.125000 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -346676.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -346889.031250 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -346889 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -347107.562500 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -347107.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -347350.093750 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -347350.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -347547.312500 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -347547.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -347687.218750 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -347687.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -347817.187500 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -347817.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -347940.781250 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -347940.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -348035.687500 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -348035.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -348124.281250 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -348124.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -348212.500000 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -348212.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -348258.281250 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -348258.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -348282.562500 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -348282.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -348287.593750 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -348287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -348292.812500 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -348292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -348297.593750 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -348297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -348299.375000 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -348299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -348299.218750 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -348299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -348299.218750 Penalty: 4172.379395
	Iteration 26F: 3 clusters Score -348299.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -519271.500000 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -519271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -513841.687500 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -513841.7 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -515449.093750 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -515449.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -515966.656250 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -515966.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -516358.750000 Penalty: 4357.172363
	Iteration 3F: 3 clusters Score -516358.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -516662.906250 Penalty: 4357.172363
	Iteration 4F: 3 clusters Score -516662.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -516888.000000 Penalty: 4357.172363
	Iteration 5F: 3 clusters Score -516888 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -517078.281250 Penalty: 4357.172363
	Iteration 6Q: 3 clusters Score -517078.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -517257.937500 Penalty: 4357.172363
	Iteration 7Q: 3 clusters Score -517257.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -517423.437500 Penalty: 4357.172363
	Iteration 8Q: 3 clusters Score -517423.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -517570.031250 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -517570 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -517692.031250 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -517692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -517778.312500 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -517778.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -517847.718750 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -517847.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -517896.593750 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -517896.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -517942.093750 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -517942.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -517979.031250 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -517979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -518003.031250 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -518003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -518022.281250 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -518022.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -518034.312500 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -518034.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -518044.093750 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -518044.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -518049.812500 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -518049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -518053.656250 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -518053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -518058.843750 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -518058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -518060.656250 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -518060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -518063.062500 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -518063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -518062.718750 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -518062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -518064.562500 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -518064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -518065.562500 Penalty: 4357.172363
	Iteration 27Q: 3 clusters Score -518065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -518066.718750 Penalty: 4357.172363
	Iteration 28Q: 3 clusters Score -518066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -518068.250000 Penalty: 4357.172363
	Iteration 29Q: 3 clusters Score -518068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -518068.250000 Penalty: 4357.172363
	Iteration 30F: 3 clusters Score -518068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Entering Unmasked Estep 
Score: -1341300.625000 Penalty: 2446.882324
	Iteration 0F: 2 clusters Score -1341301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1327770.250000 Penalty: 4893.764648
	Iteration 0F: 3 clusters Score -1327770 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1332663.375000 Penalty: 4893.764648
	Iteration 1F: 3 clusters Score -1332663 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1333257.875000 Penalty: 4893.764648
	Iteration 2F: 3 clusters Score -1333258 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1333782.750000 Penalty: 4893.764648
	Iteration 3F: 3 clusters Score -1333783 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1334224.500000 Penalty: 4893.764648
	Iteration 4Q: 3 clusters Score -1334224 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1334671.875000 Penalty: 4893.764648
	Iteration 5Q: 3 clusters Score -1334672 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1335101.875000 Penalty: 4893.764648
	Iteration 6Q: 3 clusters Score -1335102 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1335512.125000 Penalty: 4893.764648
	Iteration 7Q: 3 clusters Score -1335512 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1335871.625000 Penalty: 4893.764648
	Iteration 8Q: 3 clusters Score -1335872 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1336227.875000 Penalty: 4893.764648
	Iteration 9Q: 3 clusters Score -1336228 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1336555.375000 Penalty: 4893.764648
	Iteration 10Q: 3 clusters Score -1336555 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1336810.750000 Penalty: 4893.764648
	Iteration 11Q: 3 clusters Score -1336811 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1337036.625000 Penalty: 4893.764648
	Iteration 12Q: 3 clusters Score -1337037 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1337206.625000 Penalty: 4893.764648
	Iteration 13Q: 3 clusters Score -1337207 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1337363.625000 Penalty: 4893.764648
	Iteration 14Q: 3 clusters Score -1337364 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1337510.500000 Penalty: 4893.764648
	Iteration 15Q: 3 clusters Score -1337510 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1337649.250000 Penalty: 4893.764648
	Iteration 16Q: 3 clusters Score -1337649 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1337797.000000 Penalty: 4893.764648
	Iteration 17Q: 3 clusters Score -1337797 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1337948.750000 Penalty: 4893.764648
	Iteration 18Q: 3 clusters Score -1337949 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1338090.750000 Penalty: 4893.764648
	Iteration 19Q: 3 clusters Score -1338091 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1338219.250000 Penalty: 4893.764648
	Iteration 20F: 3 clusters Score -1338219 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1338349.750000 Penalty: 4893.764648
	Iteration 21Q: 3 clusters Score -1338350 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1338474.875000 Penalty: 4893.764648
	Iteration 22Q: 3 clusters Score -1338475 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1338599.500000 Penalty: 4893.764648
	Iteration 23Q: 3 clusters Score -1338600 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1338755.000000 Penalty: 4893.764648
	Iteration 24Q: 3 clusters Score -1338755 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1338917.875000 Penalty: 4893.764648
	Iteration 25Q: 3 clusters Score -1338918 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1339115.000000 Penalty: 4893.764648
	Iteration 26Q: 3 clusters Score -1339115 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1339268.625000 Penalty: 4893.764648
	Iteration 27Q: 3 clusters Score -1339269 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -1339423.875000 Penalty: 4893.764648
	Iteration 28Q: 3 clusters Score -1339424 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -1339575.750000 Penalty: 4893.764648
	Iteration 29Q: 3 clusters Score -1339576 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1339682.875000 Penalty: 4893.764648
	Iteration 30Q: 3 clusters Score -1339683 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1339751.000000 Penalty: 4893.764648
	Iteration 31Q: 3 clusters Score -1339751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1339794.250000 Penalty: 4893.764648
	Iteration 32Q: 3 clusters Score -1339794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1339832.750000 Penalty: 4893.764648
	Iteration 33Q: 3 clusters Score -1339833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1339862.500000 Penalty: 4893.764648
	Iteration 34Q: 3 clusters Score -1339862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1339884.500000 Penalty: 4893.764648
	Iteration 35Q: 3 clusters Score -1339884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1339897.125000 Penalty: 4893.764648
	Iteration 36Q: 3 clusters Score -1339897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1339902.625000 Penalty: 4893.764648
	Iteration 37Q: 3 clusters Score -1339903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1339911.875000 Penalty: 4893.764648
	Iteration 38Q: 3 clusters Score -1339912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1339920.625000 Penalty: 4893.764648
	Iteration 39Q: 3 clusters Score -1339921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1339926.000000 Penalty: 4893.764648
	Iteration 40F: 3 clusters Score -1339926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -1339928.625000 Penalty: 4893.764648
	Iteration 41Q: 3 clusters Score -1339929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1339932.750000 Penalty: 4893.764648
	Iteration 42Q: 3 clusters Score -1339933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1339934.125000 Penalty: 4893.764648
	Iteration 43Q: 3 clusters Score -1339934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1339934.625000 Penalty: 4893.764648
	Iteration 44Q: 3 clusters Score -1339935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -1339940.500000 Penalty: 4893.764648
	Iteration 45Q: 3 clusters Score -1339940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1339944.375000 Penalty: 4893.764648
	Iteration 46Q: 3 clusters Score -1339944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1339946.125000 Penalty: 4893.764648
	Iteration 47Q: 3 clusters Score -1339946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1339946.750000 Penalty: 4893.764648
	Iteration 48Q: 3 clusters Score -1339947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1339948.750000 Penalty: 4893.764648
	Iteration 49Q: 3 clusters Score -1339949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1339947.625000 Penalty: 4893.764648
	Iteration 50Q: 3 clusters Score -1339948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1339951.625000 Penalty: 4893.764648
	Iteration 51Q: 3 clusters Score -1339952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -1339953.000000 Penalty: 4893.764648
	Iteration 52Q: 3 clusters Score -1339953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1339955.625000 Penalty: 4893.764648
	Iteration 53Q: 3 clusters Score -1339956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1339953.875000 Penalty: 4893.764648
	Iteration 54Q: 3 clusters Score -1339954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1339953.875000 Penalty: 4893.764648
	Iteration 55F: 3 clusters Score -1339954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Entering Unmasked Estep 
Score: -7936995.500000 Penalty: 2846.449463
	Iteration 0F: 2 clusters Score -7936996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -7872593.000000 Penalty: 5692.898926
	Iteration 0F: 3 clusters Score -7872593 nChanged 45581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -7898387.000000 Penalty: 5692.898926
	Iteration 1F: 3 clusters Score -7898387 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -7899298.500000 Penalty: 5692.898926
	Iteration 2Q: 3 clusters Score -7899298 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -7900545.500000 Penalty: 5692.898926
	Iteration 3Q: 3 clusters Score -7900546 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7902199.000000 Penalty: 5692.898926
	Iteration 4Q: 3 clusters Score -7902199 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -7904853.000000 Penalty: 5692.898926
	Iteration 5F: 3 clusters Score -7904853 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -7908752.000000 Penalty: 5692.898926
	Iteration 6F: 3 clusters Score -7908752 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -7914172.000000 Penalty: 5692.898926
	Iteration 7F: 3 clusters Score -7914172 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -7920451.000000 Penalty: 5692.898926
	Iteration 8F: 3 clusters Score -7920451 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 70126 members 
Entering Unmasked Estep 
Score: -7925571.000000 Penalty: 5692.898926
	Iteration 9F: 3 clusters Score -7925571 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -7928061.500000 Penalty: 5692.898926
	Iteration 10Q: 3 clusters Score -7928062 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -7929119.000000 Penalty: 5692.898926
	Iteration 11Q: 3 clusters Score -7929119 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -7929768.500000 Penalty: 5692.898926
	Iteration 12Q: 3 clusters Score -7929768 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -7930265.000000 Penalty: 5692.898926
	Iteration 13Q: 3 clusters Score -7930265 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -7930732.500000 Penalty: 5692.898926
	Iteration 14Q: 3 clusters Score -7930732 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -7930995.000000 Penalty: 5692.898926
	Iteration 15Q: 3 clusters Score -7930995 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -7931221.000000 Penalty: 5692.898926
	Iteration 16Q: 3 clusters Score -7931221 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -7931465.500000 Penalty: 5692.898926
	Iteration 17Q: 3 clusters Score -7931466 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -7931709.500000 Penalty: 5692.898926
	Iteration 18Q: 3 clusters Score -7931710 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -7931895.000000 Penalty: 5692.898926
	Iteration 19Q: 3 clusters Score -7931895 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -7932069.500000 Penalty: 5692.898926
	Iteration 20F: 3 clusters Score -7932070 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 81662 members 
Entering Unmasked Estep 
Score: -7932235.500000 Penalty: 5692.898926
	Iteration 21Q: 3 clusters Score -7932236 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -7932469.500000 Penalty: 5692.898926
	Iteration 22Q: 3 clusters Score -7932470 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -7932610.500000 Penalty: 5692.898926
	Iteration 23Q: 3 clusters Score -7932610 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -7932779.500000 Penalty: 5692.898926
	Iteration 24Q: 3 clusters Score -7932780 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -7932925.500000 Penalty: 5692.898926
	Iteration 25Q: 3 clusters Score -7932926 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -7933081.000000 Penalty: 5692.898926
	Iteration 26Q: 3 clusters Score -7933081 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
Score: -7933207.000000 Penalty: 5692.898926
	Iteration 27Q: 3 clusters Score -7933207 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 85913 members 
Entering Unmasked Estep 
Score: -7933318.500000 Penalty: 5692.898926
	Iteration 28Q: 3 clusters Score -7933318 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -7933442.000000 Penalty: 5692.898926
	Iteration 29Q: 3 clusters Score -7933442 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
Score: -7933553.000000 Penalty: 5692.898926
	Iteration 30Q: 3 clusters Score -7933553 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -7933716.000000 Penalty: 5692.898926
	Iteration 31Q: 3 clusters Score -7933716 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -7933793.000000 Penalty: 5692.898926
	Iteration 32Q: 3 clusters Score -7933793 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -7933897.500000 Penalty: 5692.898926
	Iteration 33Q: 3 clusters Score -7933898 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -7933983.000000 Penalty: 5692.898926
	Iteration 34Q: 3 clusters Score -7933983 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -7934072.500000 Penalty: 5692.898926
	Iteration 35Q: 3 clusters Score -7934072 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -7934145.500000 Penalty: 5692.898926
	Iteration 36Q: 3 clusters Score -7934146 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -7934205.000000 Penalty: 5692.898926
	Iteration 37Q: 3 clusters Score -7934205 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -7934288.000000 Penalty: 5692.898926
	Iteration 38Q: 3 clusters Score -7934288 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -7934355.000000 Penalty: 5692.898926
	Iteration 39Q: 3 clusters Score -7934355 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -7934408.000000 Penalty: 5692.898926
	Iteration 40F: 3 clusters Score -7934408 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -7934486.500000 Penalty: 5692.898926
	Iteration 41Q: 3 clusters Score -7934486 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -7934538.500000 Penalty: 5692.898926
	Iteration 42Q: 3 clusters Score -7934538 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -7934618.500000 Penalty: 5692.898926
	Iteration 43Q: 3 clusters Score -7934618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -7934649.000000 Penalty: 5692.898926
	Iteration 44Q: 3 clusters Score -7934649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -7934711.500000 Penalty: 5692.898926
	Iteration 45Q: 3 clusters Score -7934712 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -7934729.000000 Penalty: 5692.898926
	Iteration 46Q: 3 clusters Score -7934729 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -7934771.000000 Penalty: 5692.898926
	Iteration 47Q: 3 clusters Score -7934771 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -7934808.000000 Penalty: 5692.898926
	Iteration 48Q: 3 clusters Score -7934808 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -7934846.000000 Penalty: 5692.898926
	Iteration 49Q: 3 clusters Score -7934846 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -7934889.500000 Penalty: 5692.898926
	Iteration 50Q: 3 clusters Score -7934890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -7934920.000000 Penalty: 5692.898926
	Iteration 51Q: 3 clusters Score -7934920 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -7934944.500000 Penalty: 5692.898926
	Iteration 52Q: 3 clusters Score -7934944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -7934968.000000 Penalty: 5692.898926
	Iteration 53Q: 3 clusters Score -7934968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -7935007.000000 Penalty: 5692.898926
	Iteration 54Q: 3 clusters Score -7935007 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -7935034.500000 Penalty: 5692.898926
	Iteration 55Q: 3 clusters Score -7935034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 93298 members 
Entering Unmasked Estep 
Score: -7935037.000000 Penalty: 5692.898926
	Iteration 56Q: 3 clusters Score -7935037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -7935050.500000 Penalty: 5692.898926
	Iteration 57Q: 3 clusters Score -7935050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -7935047.500000 Penalty: 5692.898926
	Iteration 58Q: 3 clusters Score -7935048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -7935052.500000 Penalty: 5692.898926
	Iteration 59Q: 3 clusters Score -7935052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 93582 members 
Entering Unmasked Estep 
Score: -7935053.000000 Penalty: 5692.898926
	Iteration 60F: 3 clusters Score -7935053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -7935083.500000 Penalty: 5692.898926
	Iteration 61Q: 3 clusters Score -7935084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -7935105.500000 Penalty: 5692.898926
	Iteration 62Q: 3 clusters Score -7935106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -7935112.000000 Penalty: 5692.898926
	Iteration 63Q: 3 clusters Score -7935112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 93775 members 
Entering Unmasked Estep 
Score: -7935140.000000 Penalty: 5692.898926
	Iteration 64Q: 3 clusters Score -7935140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -7935134.000000 Penalty: 5692.898926
	Iteration 65Q: 3 clusters Score -7935134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -7935135.500000 Penalty: 5692.898926
	Iteration 66Q: 3 clusters Score -7935136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -7935138.500000 Penalty: 5692.898926
	Iteration 67Q: 3 clusters Score -7935138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -7935157.500000 Penalty: 5692.898926
	Iteration 68Q: 3 clusters Score -7935158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 93928 members 
Entering Unmasked Estep 
Score: -7935170.500000 Penalty: 5692.898926
	Iteration 69Q: 3 clusters Score -7935170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 93940 members 
Entering Unmasked Estep 
Score: -7935166.000000 Penalty: 5692.898926
	Iteration 70Q: 3 clusters Score -7935166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -7935168.000000 Penalty: 5692.898926
	Iteration 71Q: 3 clusters Score -7935168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -7935164.000000 Penalty: 5692.898926
	Iteration 72Q: 3 clusters Score -7935164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -7935177.000000 Penalty: 5692.898926
	Iteration 73Q: 3 clusters Score -7935177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -7935169.500000 Penalty: 5692.898926
	Iteration 74Q: 3 clusters Score -7935170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -7935174.500000 Penalty: 5692.898926
	Iteration 75Q: 3 clusters Score -7935174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -7935182.000000 Penalty: 5692.898926
	Iteration 76Q: 3 clusters Score -7935182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 94065 members 
Entering Unmasked Estep 
Score: -7935181.500000 Penalty: 5692.898926
	Iteration 77Q: 3 clusters Score -7935182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -7935179.500000 Penalty: 5692.898926
	Iteration 78Q: 3 clusters Score -7935180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -7935178.000000 Penalty: 5692.898926
	Iteration 79Q: 3 clusters Score -7935178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -7935177.500000 Penalty: 5692.898926
	Iteration 80F: 3 clusters Score -7935178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -7935175.000000 Penalty: 5692.898926
	Iteration 81Q: 3 clusters Score -7935175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -7935174.500000 Penalty: 5692.898926
	Iteration 82Q: 3 clusters Score -7935174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -7935180.000000 Penalty: 5692.898926
	Iteration 83Q: 3 clusters Score -7935180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -7935179.500000 Penalty: 5692.898926
	Iteration 84Q: 3 clusters Score -7935180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -7935184.500000 Penalty: 5692.898926
	Iteration 85Q: 3 clusters Score -7935184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -7935193.000000 Penalty: 5692.898926
	Iteration 86Q: 3 clusters Score -7935193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -7935201.000000 Penalty: 5692.898926
	Iteration 87Q: 3 clusters Score -7935201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -7935198.500000 Penalty: 5692.898926
	Iteration 88Q: 3 clusters Score -7935198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 94204 members 
Entering Unmasked Estep 
Score: -7935196.500000 Penalty: 5692.898926
	Iteration 89Q: 3 clusters Score -7935196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -7935203.500000 Penalty: 5692.898926
	Iteration 90Q: 3 clusters Score -7935204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -7935207.000000 Penalty: 5692.898926
	Iteration 91Q: 3 clusters Score -7935207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -7935203.500000 Penalty: 5692.898926
	Iteration 92Q: 3 clusters Score -7935204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -7935198.500000 Penalty: 5692.898926
	Iteration 93Q: 3 clusters Score -7935198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -7935203.000000 Penalty: 5692.898926
	Iteration 94Q: 3 clusters Score -7935203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -7935203.000000 Penalty: 5692.898926
	Iteration 95F: 3 clusters Score -7935203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Entering Unmasked Estep 
Score: -1283945.750000 Penalty: 2399.513428
	Iteration 0F: 2 clusters Score -1283946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1272370.125000 Penalty: 4799.026855
	Iteration 0F: 3 clusters Score -1272370 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1276014.250000 Penalty: 4799.026855
	Iteration 1F: 3 clusters Score -1276014 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1276346.500000 Penalty: 4799.026855
	Iteration 2F: 3 clusters Score -1276346 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1276635.500000 Penalty: 4799.026855
	Iteration 3Q: 3 clusters Score -1276636 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1276866.500000 Penalty: 4799.026855
	Iteration 4Q: 3 clusters Score -1276866 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1277076.125000 Penalty: 4799.026855
	Iteration 5Q: 3 clusters Score -1277076 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1277266.750000 Penalty: 4799.026855
	Iteration 6Q: 3 clusters Score -1277267 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1277436.875000 Penalty: 4799.026855
	Iteration 7Q: 3 clusters Score -1277437 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1277635.875000 Penalty: 4799.026855
	Iteration 8Q: 3 clusters Score -1277636 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1277841.750000 Penalty: 4799.026855
	Iteration 9Q: 3 clusters Score -1277842 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1278075.750000 Penalty: 4799.026855
	Iteration 10Q: 3 clusters Score -1278076 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1278321.125000 Penalty: 4799.026855
	Iteration 11Q: 3 clusters Score -1278321 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1278576.875000 Penalty: 4799.026855
	Iteration 12Q: 3 clusters Score -1278577 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1278842.500000 Penalty: 4799.026855
	Iteration 13Q: 3 clusters Score -1278842 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1279127.125000 Penalty: 4799.026855
	Iteration 14Q: 3 clusters Score -1279127 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1279434.500000 Penalty: 4799.026855
	Iteration 15Q: 3 clusters Score -1279434 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1279756.750000 Penalty: 4799.026855
	Iteration 16Q: 3 clusters Score -1279757 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1280075.500000 Penalty: 4799.026855
	Iteration 17Q: 3 clusters Score -1280076 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1280344.375000 Penalty: 4799.026855
	Iteration 18Q: 3 clusters Score -1280344 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1280559.625000 Penalty: 4799.026855
	Iteration 19Q: 3 clusters Score -1280560 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1280699.250000 Penalty: 4799.026855
	Iteration 20F: 3 clusters Score -1280699 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1280794.625000 Penalty: 4799.026855
	Iteration 21Q: 3 clusters Score -1280795 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1280870.125000 Penalty: 4799.026855
	Iteration 22Q: 3 clusters Score -1280870 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1280942.000000 Penalty: 4799.026855
	Iteration 23Q: 3 clusters Score -1280942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1281001.375000 Penalty: 4799.026855
	Iteration 24Q: 3 clusters Score -1281001 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1281060.500000 Penalty: 4799.026855
	Iteration 25Q: 3 clusters Score -1281060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1281122.375000 Penalty: 4799.026855
	Iteration 26Q: 3 clusters Score -1281122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1281177.125000 Penalty: 4799.026855
	Iteration 27Q: 3 clusters Score -1281177 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1281252.875000 Penalty: 4799.026855
	Iteration 28Q: 3 clusters Score -1281253 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1281317.750000 Penalty: 4799.026855
	Iteration 29Q: 3 clusters Score -1281318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1281384.875000 Penalty: 4799.026855
	Iteration 30Q: 3 clusters Score -1281385 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1281449.875000 Penalty: 4799.026855
	Iteration 31Q: 3 clusters Score -1281450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1281509.875000 Penalty: 4799.026855
	Iteration 32Q: 3 clusters Score -1281510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1281562.500000 Penalty: 4799.026855
	Iteration 33Q: 3 clusters Score -1281562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1281605.000000 Penalty: 4799.026855
	Iteration 34Q: 3 clusters Score -1281605 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1281649.875000 Penalty: 4799.026855
	Iteration 35Q: 3 clusters Score -1281650 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1281691.125000 Penalty: 4799.026855
	Iteration 36Q: 3 clusters Score -1281691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1281725.250000 Penalty: 4799.026855
	Iteration 37Q: 3 clusters Score -1281725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1281752.875000 Penalty: 4799.026855
	Iteration 38Q: 3 clusters Score -1281753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1281778.000000 Penalty: 4799.026855
	Iteration 39Q: 3 clusters Score -1281778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1281794.875000 Penalty: 4799.026855
	Iteration 40F: 3 clusters Score -1281795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1281821.250000 Penalty: 4799.026855
	Iteration 41Q: 3 clusters Score -1281821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1281850.125000 Penalty: 4799.026855
	Iteration 42Q: 3 clusters Score -1281850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1281869.625000 Penalty: 4799.026855
	Iteration 43Q: 3 clusters Score -1281870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1281882.625000 Penalty: 4799.026855
	Iteration 44Q: 3 clusters Score -1281883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1281889.625000 Penalty: 4799.026855
	Iteration 45Q: 3 clusters Score -1281890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1281898.000000 Penalty: 4799.026855
	Iteration 46Q: 3 clusters Score -1281898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1281907.875000 Penalty: 4799.026855
	Iteration 47Q: 3 clusters Score -1281908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1281913.875000 Penalty: 4799.026855
	Iteration 48Q: 3 clusters Score -1281914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1281921.375000 Penalty: 4799.026855
	Iteration 49Q: 3 clusters Score -1281921 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1281926.500000 Penalty: 4799.026855
	Iteration 50Q: 3 clusters Score -1281926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1281935.875000 Penalty: 4799.026855
	Iteration 51Q: 3 clusters Score -1281936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1281943.875000 Penalty: 4799.026855
	Iteration 52Q: 3 clusters Score -1281944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1281947.375000 Penalty: 4799.026855
	Iteration 53Q: 3 clusters Score -1281947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1281957.500000 Penalty: 4799.026855
	Iteration 54Q: 3 clusters Score -1281958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1281966.500000 Penalty: 4799.026855
	Iteration 55Q: 3 clusters Score -1281966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1281976.875000 Penalty: 4799.026855
	Iteration 56Q: 3 clusters Score -1281977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1281979.375000 Penalty: 4799.026855
	Iteration 57Q: 3 clusters Score -1281979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1281984.625000 Penalty: 4799.026855
	Iteration 58Q: 3 clusters Score -1281985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1281993.000000 Penalty: 4799.026855
	Iteration 59Q: 3 clusters Score -1281993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1281994.125000 Penalty: 4799.026855
	Iteration 60F: 3 clusters Score -1281994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1281995.125000 Penalty: 4799.026855
	Iteration 61Q: 3 clusters Score -1281995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1282000.625000 Penalty: 4799.026855
	Iteration 62Q: 3 clusters Score -1282001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1281997.000000 Penalty: 4799.026855
	Iteration 63Q: 3 clusters Score -1281997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1281999.750000 Penalty: 4799.026855
	Iteration 64Q: 3 clusters Score -1282000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1282000.125000 Penalty: 4799.026855
	Iteration 65Q: 3 clusters Score -1282000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1282002.375000 Penalty: 4799.026855
	Iteration 66Q: 3 clusters Score -1282002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1282001.625000 Penalty: 4799.026855
	Iteration 67Q: 3 clusters Score -1282002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1281999.750000 Penalty: 4799.026855
	Iteration 68Q: 3 clusters Score -1282000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1281999.125000 Penalty: 4799.026855
	Iteration 69Q: 3 clusters Score -1281999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1281999.125000 Penalty: 4799.026855
	Iteration 70F: 3 clusters Score -1281999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844294 members 
Entering Unmasked Estep 
Score: -68175704.000000 Penalty: 3384.271484
	Iteration 0F: 2 clusters Score -6.81757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422057 members 
Mstep: Class 2 contains 422237 members 
Entering Unmasked Estep 
Score: -67611752.000000 Penalty: 6768.542969
	Iteration 0F: 3 clusters Score -6.761175e+07 nChanged 414169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416926 members 
Mstep: Class 2 contains 427368 members 
Entering Unmasked Estep 
Score: -67860784.000000 Penalty: 6768.542969
	Iteration 1F: 3 clusters Score -6.786078e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413483 members 
Mstep: Class 2 contains 430811 members 
Entering Unmasked Estep 
Score: -67862376.000000 Penalty: 6768.542969
	Iteration 2Q: 3 clusters Score -6.786238e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407604 members 
Mstep: Class 2 contains 436690 members 
Entering Unmasked Estep 
Score: -67864888.000000 Penalty: 6768.542969
	Iteration 3Q: 3 clusters Score -6.786489e+07 nChanged 17963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397931 members 
Mstep: Class 2 contains 446363 members 
Entering Unmasked Estep 
Score: -67867824.000000 Penalty: 6768.542969
	Iteration 4Q: 3 clusters Score -6.786782e+07 nChanged 22895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382156 members 
Mstep: Class 2 contains 462138 members 
Entering Unmasked Estep 
Score: -67872608.000000 Penalty: 6768.542969
	Iteration 5Q: 3 clusters Score -6.787261e+07 nChanged 30486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357266 members 
Mstep: Class 2 contains 487028 members 
Entering Unmasked Estep 
Score: -67881952.000000 Penalty: 6768.542969
	Iteration 6Q: 3 clusters Score -6.788195e+07 nChanged 42294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319010 members 
Mstep: Class 2 contains 525284 members 
Entering Unmasked Estep 
Score: -67900488.000000 Penalty: 6768.542969
	Iteration 7F: 3 clusters Score -6.790049e+07 nChanged 58126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263338 members 
Mstep: Class 2 contains 580956 members 
Entering Unmasked Estep 
Score: -67936384.000000 Penalty: 6768.542969
	Iteration 8F: 3 clusters Score -6.793638e+07 nChanged 73077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 652877 members 
Entering Unmasked Estep 
Score: -67993592.000000 Penalty: 6768.542969
	Iteration 9F: 3 clusters Score -6.799359e+07 nChanged 76321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 728916 members 
Entering Unmasked Estep 
Score: -68063664.000000 Penalty: 6768.542969
	Iteration 10F: 3 clusters Score -6.806366e+07 nChanged 60641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 789531 members 
Entering Unmasked Estep 
Score: -68122248.000000 Penalty: 6768.542969
	Iteration 11F: 3 clusters Score -6.812225e+07 nChanged 33910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 823435 members 
Entering Unmasked Estep 
Score: -68154664.000000 Penalty: 6768.542969
	Iteration 12Q: 3 clusters Score -6.815466e+07 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 837278 members 
Entering Unmasked Estep 
Score: -68166968.000000 Penalty: 6768.542969
	Iteration 13Q: 3 clusters Score -6.816697e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 841832 members 
Entering Unmasked Estep 
Score: -68170816.000000 Penalty: 6768.542969
	Iteration 14Q: 3 clusters Score -6.817082e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 843256 members 
Entering Unmasked Estep 
Score: -68171904.000000 Penalty: 6768.542969
	Iteration 15Q: 3 clusters Score -6.81719e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 843673 members 
Entering Unmasked Estep 
Score: -68172296.000000 Penalty: 6768.542969
	Iteration 16Q: 3 clusters Score -6.81723e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 843779 members 
Entering Unmasked Estep 
Score: -68172464.000000 Penalty: 6768.542969
	Iteration 17Q: 3 clusters Score -6.817246e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 843820 members 
Entering Unmasked Estep 
Score: -68172552.000000 Penalty: 6768.542969
	Iteration 18Q: 3 clusters Score -6.817255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 843850 members 
Entering Unmasked Estep 
Score: -68172640.000000 Penalty: 6768.542969
	Iteration 19Q: 3 clusters Score -6.817264e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 843871 members 
Entering Unmasked Estep 
Score: -68172648.000000 Penalty: 6768.542969
	Iteration 20F: 3 clusters Score -6.817265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 843883 members 
Entering Unmasked Estep 
Score: -68172640.000000 Penalty: 6768.542969
	Iteration 21Q: 3 clusters Score -6.817264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 843893 members 
Entering Unmasked Estep 
Score: -68172656.000000 Penalty: 6768.542969
	Iteration 22Q: 3 clusters Score -6.817266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 843903 members 
Entering Unmasked Estep 
Score: -68172672.000000 Penalty: 6768.542969
	Iteration 23Q: 3 clusters Score -6.817267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 843909 members 
Entering Unmasked Estep 
Score: -68172720.000000 Penalty: 6768.542969
	Iteration 24Q: 3 clusters Score -6.817272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 843911 members 
Entering Unmasked Estep 
Score: -68172704.000000 Penalty: 6768.542969
	Iteration 25Q: 3 clusters Score -6.81727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 843913 members 
Entering Unmasked Estep 
Score: -68172672.000000 Penalty: 6768.542969
	Iteration 26Q: 3 clusters Score -6.817267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 843913 members 
Entering Unmasked Estep 
Score: -68172688.000000 Penalty: 6768.542969
	Iteration 27Q: 3 clusters Score -6.817269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 843916 members 
Entering Unmasked Estep 
Score: -68172704.000000 Penalty: 6768.542969
	Iteration 28Q: 3 clusters Score -6.81727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 843919 members 
Entering Unmasked Estep 
Score: -68172712.000000 Penalty: 6768.542969
	Iteration 29Q: 3 clusters Score -6.817271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 843920 members 
Entering Unmasked Estep 
Score: -68172728.000000 Penalty: 6768.542969
	Iteration 30Q: 3 clusters Score -6.817273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 843920 members 
Entering Unmasked Estep 
Score: -68172744.000000 Penalty: 6768.542969
	Iteration 31Q: 3 clusters Score -6.817274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 843919 members 
Entering Unmasked Estep 
Score: -68172728.000000 Penalty: 6768.542969
	Iteration 32Q: 3 clusters Score -6.817273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 843920 members 
Entering Unmasked Estep 
Score: -68172728.000000 Penalty: 6768.542969
	Iteration 33Q: 3 clusters Score -6.817273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 843919 members 
Entering Unmasked Estep 
Score: -68172712.000000 Penalty: 6768.542969
	Iteration 34Q: 3 clusters Score -6.817271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 843919 members 
Entering Unmasked Estep 
Score: -68172712.000000 Penalty: 6768.542969
	Iteration 35F: 3 clusters Score -6.817271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Entering Unmasked Estep 
Score: -2825749.750000 Penalty: 2591.281250
	Iteration 0F: 2 clusters Score -2825750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2802133.000000 Penalty: 5182.562500
	Iteration 0F: 3 clusters Score -2802133 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2810787.250000 Penalty: 5182.562500
	Iteration 1F: 3 clusters Score -2810787 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2811486.250000 Penalty: 5182.562500
	Iteration 2F: 3 clusters Score -2811486 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2812303.500000 Penalty: 5182.562500
	Iteration 3F: 3 clusters Score -2812304 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2813325.000000 Penalty: 5182.562500
	Iteration 4F: 3 clusters Score -2813325 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2814607.250000 Penalty: 5182.562500
	Iteration 5F: 3 clusters Score -2814607 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2816118.000000 Penalty: 5182.562500
	Iteration 6F: 3 clusters Score -2816118 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2817759.750000 Penalty: 5182.562500
	Iteration 7F: 3 clusters Score -2817760 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2819249.500000 Penalty: 5182.562500
	Iteration 8F: 3 clusters Score -2819250 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2820540.250000 Penalty: 5182.562500
	Iteration 9Q: 3 clusters Score -2820540 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -2821358.000000 Penalty: 5182.562500
	Iteration 10Q: 3 clusters Score -2821358 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -2821855.000000 Penalty: 5182.562500
	Iteration 11Q: 3 clusters Score -2821855 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2822192.000000 Penalty: 5182.562500
	Iteration 12Q: 3 clusters Score -2822192 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2822373.000000 Penalty: 5182.562500
	Iteration 13Q: 3 clusters Score -2822373 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2822477.000000 Penalty: 5182.562500
	Iteration 14Q: 3 clusters Score -2822477 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2822554.750000 Penalty: 5182.562500
	Iteration 15Q: 3 clusters Score -2822555 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -2822600.500000 Penalty: 5182.562500
	Iteration 16Q: 3 clusters Score -2822600 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -2822648.500000 Penalty: 5182.562500
	Iteration 17Q: 3 clusters Score -2822648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -2822686.500000 Penalty: 5182.562500
	Iteration 18Q: 3 clusters Score -2822686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2822722.250000 Penalty: 5182.562500
	Iteration 19Q: 3 clusters Score -2822722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -2822737.000000 Penalty: 5182.562500
	Iteration 20F: 3 clusters Score -2822737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -2822772.500000 Penalty: 5182.562500
	Iteration 21Q: 3 clusters Score -2822772 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -2822794.500000 Penalty: 5182.562500
	Iteration 22Q: 3 clusters Score -2822794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -2822820.250000 Penalty: 5182.562500
	Iteration 23Q: 3 clusters Score -2822820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -2822843.250000 Penalty: 5182.562500
	Iteration 24Q: 3 clusters Score -2822843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2822853.500000 Penalty: 5182.562500
	Iteration 25Q: 3 clusters Score -2822854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -2822883.500000 Penalty: 5182.562500
	Iteration 26Q: 3 clusters Score -2822884 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -2822902.750000 Penalty: 5182.562500
	Iteration 27Q: 3 clusters Score -2822903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -2822926.250000 Penalty: 5182.562500
	Iteration 28Q: 3 clusters Score -2822926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -2822947.500000 Penalty: 5182.562500
	Iteration 29Q: 3 clusters Score -2822948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -2822996.750000 Penalty: 5182.562500
	Iteration 30Q: 3 clusters Score -2822997 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -2823025.250000 Penalty: 5182.562500
	Iteration 31Q: 3 clusters Score -2823025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -2823060.750000 Penalty: 5182.562500
	Iteration 32Q: 3 clusters Score -2823061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2823096.250000 Penalty: 5182.562500
	Iteration 33Q: 3 clusters Score -2823096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -2823124.750000 Penalty: 5182.562500
	Iteration 34Q: 3 clusters Score -2823125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -2823140.000000 Penalty: 5182.562500
	Iteration 35Q: 3 clusters Score -2823140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -2823165.000000 Penalty: 5182.562500
	Iteration 36Q: 3 clusters Score -2823165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -2823181.750000 Penalty: 5182.562500
	Iteration 37Q: 3 clusters Score -2823182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -2823194.500000 Penalty: 5182.562500
	Iteration 38Q: 3 clusters Score -2823194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -2823219.250000 Penalty: 5182.562500
	Iteration 39Q: 3 clusters Score -2823219 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -2823235.500000 Penalty: 5182.562500
	Iteration 40F: 3 clusters Score -2823236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -2823275.500000 Penalty: 5182.562500
	Iteration 41Q: 3 clusters Score -2823276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -2823297.000000 Penalty: 5182.562500
	Iteration 42Q: 3 clusters Score -2823297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -2823322.250000 Penalty: 5182.562500
	Iteration 43Q: 3 clusters Score -2823322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2823348.000000 Penalty: 5182.562500
	Iteration 44Q: 3 clusters Score -2823348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -2823372.750000 Penalty: 5182.562500
	Iteration 45Q: 3 clusters Score -2823373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -2823397.000000 Penalty: 5182.562500
	Iteration 46Q: 3 clusters Score -2823397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -2823408.750000 Penalty: 5182.562500
	Iteration 47Q: 3 clusters Score -2823409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -2823422.750000 Penalty: 5182.562500
	Iteration 48Q: 3 clusters Score -2823423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -2823444.250000 Penalty: 5182.562500
	Iteration 49Q: 3 clusters Score -2823444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -2823463.500000 Penalty: 5182.562500
	Iteration 50Q: 3 clusters Score -2823464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -2823477.250000 Penalty: 5182.562500
	Iteration 51Q: 3 clusters Score -2823477 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -2823491.750000 Penalty: 5182.562500
	Iteration 52Q: 3 clusters Score -2823492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -2823514.250000 Penalty: 5182.562500
	Iteration 53Q: 3 clusters Score -2823514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -2823525.750000 Penalty: 5182.562500
	Iteration 54Q: 3 clusters Score -2823526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -2823537.000000 Penalty: 5182.562500
	Iteration 55Q: 3 clusters Score -2823537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -2823554.500000 Penalty: 5182.562500
	Iteration 56Q: 3 clusters Score -2823554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2823572.750000 Penalty: 5182.562500
	Iteration 57Q: 3 clusters Score -2823573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -2823602.500000 Penalty: 5182.562500
	Iteration 58Q: 3 clusters Score -2823602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -2823624.500000 Penalty: 5182.562500
	Iteration 59Q: 3 clusters Score -2823624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -2823637.750000 Penalty: 5182.562500
	Iteration 60F: 3 clusters Score -2823638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -2823666.000000 Penalty: 5182.562500
	Iteration 61Q: 3 clusters Score -2823666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -2823692.000000 Penalty: 5182.562500
	Iteration 62Q: 3 clusters Score -2823692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -2823716.250000 Penalty: 5182.562500
	Iteration 63Q: 3 clusters Score -2823716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -2823749.750000 Penalty: 5182.562500
	Iteration 64Q: 3 clusters Score -2823750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -2823772.500000 Penalty: 5182.562500
	Iteration 65Q: 3 clusters Score -2823772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -2823807.750000 Penalty: 5182.562500
	Iteration 66Q: 3 clusters Score -2823808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -2823841.250000 Penalty: 5182.562500
	Iteration 67Q: 3 clusters Score -2823841 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -2823883.250000 Penalty: 5182.562500
	Iteration 68Q: 3 clusters Score -2823883 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -2823912.000000 Penalty: 5182.562500
	Iteration 69Q: 3 clusters Score -2823912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -2823936.750000 Penalty: 5182.562500
	Iteration 70Q: 3 clusters Score -2823937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -2823961.500000 Penalty: 5182.562500
	Iteration 71Q: 3 clusters Score -2823962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -2823969.500000 Penalty: 5182.562500
	Iteration 72Q: 3 clusters Score -2823970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -2823980.250000 Penalty: 5182.562500
	Iteration 73Q: 3 clusters Score -2823980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -2823995.500000 Penalty: 5182.562500
	Iteration 74Q: 3 clusters Score -2823996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -2824014.750000 Penalty: 5182.562500
	Iteration 75Q: 3 clusters Score -2824015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -2824014.750000 Penalty: 5182.562500
	Iteration 76Q: 3 clusters Score -2824015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -2824022.500000 Penalty: 5182.562500
	Iteration 77Q: 3 clusters Score -2824022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -2824028.000000 Penalty: 5182.562500
	Iteration 78Q: 3 clusters Score -2824028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -2824034.250000 Penalty: 5182.562500
	Iteration 79Q: 3 clusters Score -2824034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -2824039.250000 Penalty: 5182.562500
	Iteration 80F: 3 clusters Score -2824039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -2824045.000000 Penalty: 5182.562500
	Iteration 81Q: 3 clusters Score -2824045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -2824053.750000 Penalty: 5182.562500
	Iteration 82Q: 3 clusters Score -2824054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -2824055.000000 Penalty: 5182.562500
	Iteration 83Q: 3 clusters Score -2824055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -2824074.500000 Penalty: 5182.562500
	Iteration 84Q: 3 clusters Score -2824074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -2824072.000000 Penalty: 5182.562500
	Iteration 85Q: 3 clusters Score -2824072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -2824081.000000 Penalty: 5182.562500
	Iteration 86Q: 3 clusters Score -2824081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2824097.500000 Penalty: 5182.562500
	Iteration 87Q: 3 clusters Score -2824098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -2824099.750000 Penalty: 5182.562500
	Iteration 88Q: 3 clusters Score -2824100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -2824102.000000 Penalty: 5182.562500
	Iteration 89Q: 3 clusters Score -2824102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -2824104.500000 Penalty: 5182.562500
	Iteration 90Q: 3 clusters Score -2824104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -2824110.500000 Penalty: 5182.562500
	Iteration 91Q: 3 clusters Score -2824110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -2824115.000000 Penalty: 5182.562500
	Iteration 92Q: 3 clusters Score -2824115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -2824118.750000 Penalty: 5182.562500
	Iteration 93Q: 3 clusters Score -2824119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -2824124.750000 Penalty: 5182.562500
	Iteration 94Q: 3 clusters Score -2824125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -2824123.250000 Penalty: 5182.562500
	Iteration 95Q: 3 clusters Score -2824123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -2824122.000000 Penalty: 5182.562500
	Iteration 96Q: 3 clusters Score -2824122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -2824125.750000 Penalty: 5182.562500
	Iteration 97Q: 3 clusters Score -2824126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -2824127.000000 Penalty: 5182.562500
	Iteration 98Q: 3 clusters Score -2824127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -2824126.750000 Penalty: 5182.562500
	Iteration 99Q: 3 clusters Score -2824127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -2824126.000000 Penalty: 5182.562500
	Iteration 100F: 3 clusters Score -2824126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -2824127.000000 Penalty: 5182.562500
	Iteration 101Q: 3 clusters Score -2824127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -2824130.250000 Penalty: 5182.562500
	Iteration 102Q: 3 clusters Score -2824130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -2824130.250000 Penalty: 5182.562500
	Iteration 103F: 3 clusters Score -2824130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (259263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259263 members 
Entering Unmasked Estep 
Score: -20942648.000000 Penalty: 3091.468262
	Iteration 0F: 2 clusters Score -2.094265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129408 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -20767976.000000 Penalty: 6182.936523
	Iteration 0F: 3 clusters Score -2.076798e+07 nChanged 125319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126609 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -20842040.000000 Penalty: 6182.936523
	Iteration 1F: 3 clusters Score -2.084204e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 134205 members 
Entering Unmasked Estep 
Score: -20843464.000000 Penalty: 6182.936523
	Iteration 2Q: 3 clusters Score -2.084346e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122616 members 
Mstep: Class 2 contains 136647 members 
Entering Unmasked Estep 
Score: -20845422.000000 Penalty: 6182.936523
	Iteration 3Q: 3 clusters Score -2.084542e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 140253 members 
Entering Unmasked Estep 
Score: -20847816.000000 Penalty: 6182.936523
	Iteration 4Q: 3 clusters Score -2.084782e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113453 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -20851510.000000 Penalty: 6182.936523
	Iteration 5Q: 3 clusters Score -2.085151e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105394 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -20856384.000000 Penalty: 6182.936523
	Iteration 6Q: 3 clusters Score -2.085638e+07 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94185 members 
Mstep: Class 2 contains 165078 members 
Entering Unmasked Estep 
Score: -20863858.000000 Penalty: 6182.936523
	Iteration 7F: 3 clusters Score -2.086386e+07 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 179733 members 
Entering Unmasked Estep 
Score: -20874274.000000 Penalty: 6182.936523
	Iteration 8F: 3 clusters Score -2.087427e+07 nChanged 18161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 197424 members 
Entering Unmasked Estep 
Score: -20887684.000000 Penalty: 6182.936523
	Iteration 9F: 3 clusters Score -2.088768e+07 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 216078 members 
Entering Unmasked Estep 
Score: -20903142.000000 Penalty: 6182.936523
	Iteration 10F: 3 clusters Score -2.090314e+07 nChanged 16795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 232857 members 
Entering Unmasked Estep 
Score: -20917486.000000 Penalty: 6182.936523
	Iteration 11F: 3 clusters Score -2.091749e+07 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 245331 members 
Entering Unmasked Estep 
Score: -20928228.000000 Penalty: 6182.936523
	Iteration 12Q: 3 clusters Score -2.092823e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 252872 members 
Entering Unmasked Estep 
Score: -20934744.000000 Penalty: 6182.936523
	Iteration 13Q: 3 clusters Score -2.093474e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 256471 members 
Entering Unmasked Estep 
Score: -20937830.000000 Penalty: 6182.936523
	Iteration 14Q: 3 clusters Score -2.093783e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 257859 members 
Entering Unmasked Estep 
Score: -20938936.000000 Penalty: 6182.936523
	Iteration 15Q: 3 clusters Score -2.093894e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 258406 members 
Entering Unmasked Estep 
Score: -20939460.000000 Penalty: 6182.936523
	Iteration 16Q: 3 clusters Score -2.093946e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 258616 members 
Entering Unmasked Estep 
Score: -20939634.000000 Penalty: 6182.936523
	Iteration 17Q: 3 clusters Score -2.093963e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 258722 members 
Entering Unmasked Estep 
Score: -20939750.000000 Penalty: 6182.936523
	Iteration 18Q: 3 clusters Score -2.093975e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 258777 members 
Entering Unmasked Estep 
Score: -20939842.000000 Penalty: 6182.936523
	Iteration 19Q: 3 clusters Score -2.093984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 258802 members 
Entering Unmasked Estep 
Score: -20939884.000000 Penalty: 6182.936523
	Iteration 20F: 3 clusters Score -2.093988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 258825 members 
Entering Unmasked Estep 
Score: -20939940.000000 Penalty: 6182.936523
	Iteration 21Q: 3 clusters Score -2.093994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 258840 members 
Entering Unmasked Estep 
Score: -20939966.000000 Penalty: 6182.936523
	Iteration 22Q: 3 clusters Score -2.093997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 258852 members 
Entering Unmasked Estep 
Score: -20939984.000000 Penalty: 6182.936523
	Iteration 23Q: 3 clusters Score -2.093998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 258859 members 
Entering Unmasked Estep 
Score: -20939986.000000 Penalty: 6182.936523
	Iteration 24Q: 3 clusters Score -2.093999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 258862 members 
Entering Unmasked Estep 
Score: -20939992.000000 Penalty: 6182.936523
	Iteration 25Q: 3 clusters Score -2.093999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 258865 members 
Entering Unmasked Estep 
Score: -20939992.000000 Penalty: 6182.936523
	Iteration 26Q: 3 clusters Score -2.093999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 258865 members 
Entering Unmasked Estep 
Score: -20939994.000000 Penalty: 6182.936523
	Iteration 27Q: 3 clusters Score -2.093999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 258865 members 
Entering Unmasked Estep 
Score: -20939994.000000 Penalty: 6182.936523
	Iteration 28F: 3 clusters Score -2.093999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -381239.468750 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -381239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -376758.625000 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -376758.6 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -377842.968750 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -377843 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -378095.843750 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -378095.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -378300.125000 Penalty: 4218.640625
	Iteration 3F: 3 clusters Score -378300.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -378501.625000 Penalty: 4218.640625
	Iteration 4F: 3 clusters Score -378501.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -378744.593750 Penalty: 4218.640625
	Iteration 5F: 3 clusters Score -378744.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -379052.812500 Penalty: 4218.640625
	Iteration 6F: 3 clusters Score -379052.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -379333.031250 Penalty: 4218.640625
	Iteration 7F: 3 clusters Score -379333 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -379546.125000 Penalty: 4218.640625
	Iteration 8F: 3 clusters Score -379546.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -379719.093750 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -379719.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -379832.718750 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -379832.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -379892.000000 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -379892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -379931.125000 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -379931.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -379954.062500 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -379954.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -379969.031250 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -379969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -379978.937500 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -379978.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -379984.812500 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -379984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -379987.656250 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -379987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -379990.281250 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -379990.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -379992.625000 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -379992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -379994.093750 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -379994.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -379995.750000 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -379995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -379995.562500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -379995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -379995.562500 Penalty: 4218.640625
	Iteration 23F: 3 clusters Score -379995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -1655667.750000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -1655668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1640779.500000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -1640780 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1646145.750000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -1646146 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1646799.625000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -1646800 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1647447.625000 Penalty: 4940.703613
	Iteration 3F: 3 clusters Score -1647448 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1648092.500000 Penalty: 4940.703613
	Iteration 4F: 3 clusters Score -1648092 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1648753.375000 Penalty: 4940.703613
	Iteration 5F: 3 clusters Score -1648753 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1649365.250000 Penalty: 4940.703613
	Iteration 6F: 3 clusters Score -1649365 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1649886.375000 Penalty: 4940.703613
	Iteration 7Q: 3 clusters Score -1649886 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1650328.750000 Penalty: 4940.703613
	Iteration 8Q: 3 clusters Score -1650329 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1650694.000000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -1650694 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1651009.750000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -1651010 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1651326.750000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -1651327 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1651617.875000 Penalty: 4940.703613
	Iteration 12Q: 3 clusters Score -1651618 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1651909.375000 Penalty: 4940.703613
	Iteration 13Q: 3 clusters Score -1651909 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -1652179.875000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -1652180 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1652443.750000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -1652444 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1652666.500000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -1652666 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1652856.000000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -1652856 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -1653009.500000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -1653010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1653133.875000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -1653134 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1653223.000000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -1653223 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1653298.625000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -1653299 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1653365.750000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -1653366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -1653409.250000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -1653409 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1653452.000000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -1653452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -1653484.875000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -1653485 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1653513.250000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -1653513 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -1653550.625000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -1653551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1653596.250000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -1653596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1653627.625000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -1653628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1653660.250000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -1653660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1653680.125000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -1653680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1653706.875000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -1653707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1653742.750000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -1653743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1653767.875000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -1653768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -1653791.250000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -1653791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1653814.250000 Penalty: 4940.703613
	Iteration 36Q: 3 clusters Score -1653814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1653834.875000 Penalty: 4940.703613
	Iteration 37Q: 3 clusters Score -1653835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1653848.500000 Penalty: 4940.703613
	Iteration 38Q: 3 clusters Score -1653848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1653857.125000 Penalty: 4940.703613
	Iteration 39Q: 3 clusters Score -1653857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1653868.500000 Penalty: 4940.703613
	Iteration 40F: 3 clusters Score -1653868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1653880.750000 Penalty: 4940.703613
	Iteration 41Q: 3 clusters Score -1653881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1653882.125000 Penalty: 4940.703613
	Iteration 42Q: 3 clusters Score -1653882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1653887.625000 Penalty: 4940.703613
	Iteration 43Q: 3 clusters Score -1653888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -1653894.375000 Penalty: 4940.703613
	Iteration 44Q: 3 clusters Score -1653894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1653900.375000 Penalty: 4940.703613
	Iteration 45Q: 3 clusters Score -1653900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -1653903.250000 Penalty: 4940.703613
	Iteration 46Q: 3 clusters Score -1653903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -1653908.125000 Penalty: 4940.703613
	Iteration 47Q: 3 clusters Score -1653908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -1653913.250000 Penalty: 4940.703613
	Iteration 48Q: 3 clusters Score -1653913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -1653915.750000 Penalty: 4940.703613
	Iteration 49Q: 3 clusters Score -1653916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1653922.000000 Penalty: 4940.703613
	Iteration 50Q: 3 clusters Score -1653922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1653928.000000 Penalty: 4940.703613
	Iteration 51Q: 3 clusters Score -1653928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1653941.750000 Penalty: 4940.703613
	Iteration 52Q: 3 clusters Score -1653942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1653953.500000 Penalty: 4940.703613
	Iteration 53Q: 3 clusters Score -1653954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -1653962.875000 Penalty: 4940.703613
	Iteration 54Q: 3 clusters Score -1653963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -1653971.750000 Penalty: 4940.703613
	Iteration 55Q: 3 clusters Score -1653972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1653981.250000 Penalty: 4940.703613
	Iteration 56Q: 3 clusters Score -1653981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -1653998.250000 Penalty: 4940.703613
	Iteration 57Q: 3 clusters Score -1653998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1654016.500000 Penalty: 4940.703613
	Iteration 58Q: 3 clusters Score -1654016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1654044.125000 Penalty: 4940.703613
	Iteration 59Q: 3 clusters Score -1654044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1654078.625000 Penalty: 4940.703613
	Iteration 60F: 3 clusters Score -1654079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -1654112.000000 Penalty: 4940.703613
	Iteration 61Q: 3 clusters Score -1654112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1654134.125000 Penalty: 4940.703613
	Iteration 62Q: 3 clusters Score -1654134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -1654166.000000 Penalty: 4940.703613
	Iteration 63Q: 3 clusters Score -1654166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1654189.250000 Penalty: 4940.703613
	Iteration 64Q: 3 clusters Score -1654189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1654204.625000 Penalty: 4940.703613
	Iteration 65Q: 3 clusters Score -1654205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -1654215.750000 Penalty: 4940.703613
	Iteration 66Q: 3 clusters Score -1654216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1654217.875000 Penalty: 4940.703613
	Iteration 67Q: 3 clusters Score -1654218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1654225.500000 Penalty: 4940.703613
	Iteration 68Q: 3 clusters Score -1654226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1654232.000000 Penalty: 4940.703613
	Iteration 69Q: 3 clusters Score -1654232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1654238.875000 Penalty: 4940.703613
	Iteration 70Q: 3 clusters Score -1654239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1654239.750000 Penalty: 4940.703613
	Iteration 71Q: 3 clusters Score -1654240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1654240.625000 Penalty: 4940.703613
	Iteration 72Q: 3 clusters Score -1654241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1654243.000000 Penalty: 4940.703613
	Iteration 73Q: 3 clusters Score -1654243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1654244.000000 Penalty: 4940.703613
	Iteration 74Q: 3 clusters Score -1654244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1654242.250000 Penalty: 4940.703613
	Iteration 75Q: 3 clusters Score -1654242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1654244.000000 Penalty: 4940.703613
	Iteration 76Q: 3 clusters Score -1654244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1654244.000000 Penalty: 4940.703613
	Iteration 77F: 3 clusters Score -1654244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -669184.812500 Penalty: 2246.529541
	Iteration 0F: 2 clusters Score -669184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -662422.562500 Penalty: 4493.059082
	Iteration 0F: 3 clusters Score -662422.6 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -664258.437500 Penalty: 4493.059082
	Iteration 1F: 3 clusters Score -664258.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -664526.187500 Penalty: 4493.059082
	Iteration 2F: 3 clusters Score -664526.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -664709.187500 Penalty: 4493.059082
	Iteration 3Q: 3 clusters Score -664709.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -664838.437500 Penalty: 4493.059082
	Iteration 4Q: 3 clusters Score -664838.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -664958.937500 Penalty: 4493.059082
	Iteration 5Q: 3 clusters Score -664958.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -665067.875000 Penalty: 4493.059082
	Iteration 6Q: 3 clusters Score -665067.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -665175.000000 Penalty: 4493.059082
	Iteration 7Q: 3 clusters Score -665175 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -665291.187500 Penalty: 4493.059082
	Iteration 8Q: 3 clusters Score -665291.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -665395.937500 Penalty: 4493.059082
	Iteration 9Q: 3 clusters Score -665395.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -665498.187500 Penalty: 4493.059082
	Iteration 10Q: 3 clusters Score -665498.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -665591.500000 Penalty: 4493.059082
	Iteration 11Q: 3 clusters Score -665591.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -665696.625000 Penalty: 4493.059082
	Iteration 12Q: 3 clusters Score -665696.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -665829.937500 Penalty: 4493.059082
	Iteration 13Q: 3 clusters Score -665829.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -665979.875000 Penalty: 4493.059082
	Iteration 14Q: 3 clusters Score -665979.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -666168.875000 Penalty: 4493.059082
	Iteration 15Q: 3 clusters Score -666168.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -666400.375000 Penalty: 4493.059082
	Iteration 16Q: 3 clusters Score -666400.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -666666.625000 Penalty: 4493.059082
	Iteration 17Q: 3 clusters Score -666666.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -666899.062500 Penalty: 4493.059082
	Iteration 18Q: 3 clusters Score -666899.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -667096.625000 Penalty: 4493.059082
	Iteration 19Q: 3 clusters Score -667096.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -667228.562500 Penalty: 4493.059082
	Iteration 20F: 3 clusters Score -667228.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -667300.812500 Penalty: 4493.059082
	Iteration 21Q: 3 clusters Score -667300.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -667359.187500 Penalty: 4493.059082
	Iteration 22Q: 3 clusters Score -667359.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -667404.625000 Penalty: 4493.059082
	Iteration 23Q: 3 clusters Score -667404.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -667442.750000 Penalty: 4493.059082
	Iteration 24Q: 3 clusters Score -667442.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -667470.937500 Penalty: 4493.059082
	Iteration 25Q: 3 clusters Score -667470.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667488.187500 Penalty: 4493.059082
	Iteration 26Q: 3 clusters Score -667488.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -667498.250000 Penalty: 4493.059082
	Iteration 27Q: 3 clusters Score -667498.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -667505.250000 Penalty: 4493.059082
	Iteration 28Q: 3 clusters Score -667505.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -667514.062500 Penalty: 4493.059082
	Iteration 29Q: 3 clusters Score -667514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -667517.062500 Penalty: 4493.059082
	Iteration 30Q: 3 clusters Score -667517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -667523.062500 Penalty: 4493.059082
	Iteration 31Q: 3 clusters Score -667523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -667526.875000 Penalty: 4493.059082
	Iteration 32Q: 3 clusters Score -667526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -667529.937500 Penalty: 4493.059082
	Iteration 33Q: 3 clusters Score -667529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -667530.562500 Penalty: 4493.059082
	Iteration 34Q: 3 clusters Score -667530.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -667530.375000 Penalty: 4493.059082
	Iteration 35Q: 3 clusters Score -667530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -667530.375000 Penalty: 4493.059082
	Iteration 36F: 3 clusters Score -667530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Entering Unmasked Estep 
Score: -2735966.250000 Penalty: 2595.663330
	Iteration 0F: 2 clusters Score -2735966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2712061.750000 Penalty: 5191.326660
	Iteration 0F: 3 clusters Score -2712062 nChanged 15943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2721120.750000 Penalty: 5191.326660
	Iteration 1F: 3 clusters Score -2721121 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2721757.750000 Penalty: 5191.326660
	Iteration 2Q: 3 clusters Score -2721758 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2722481.000000 Penalty: 5191.326660
	Iteration 3Q: 3 clusters Score -2722481 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2723225.000000 Penalty: 5191.326660
	Iteration 4Q: 3 clusters Score -2723225 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2724088.250000 Penalty: 5191.326660
	Iteration 5Q: 3 clusters Score -2724088 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2725157.750000 Penalty: 5191.326660
	Iteration 6F: 3 clusters Score -2725158 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2726375.500000 Penalty: 5191.326660
	Iteration 7F: 3 clusters Score -2726376 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2727684.750000 Penalty: 5191.326660
	Iteration 8F: 3 clusters Score -2727685 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2728874.750000 Penalty: 5191.326660
	Iteration 9F: 3 clusters Score -2728875 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -2729836.000000 Penalty: 5191.326660
	Iteration 10Q: 3 clusters Score -2729836 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2730552.500000 Penalty: 5191.326660
	Iteration 11Q: 3 clusters Score -2730552 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2731114.750000 Penalty: 5191.326660
	Iteration 12Q: 3 clusters Score -2731115 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -2731558.750000 Penalty: 5191.326660
	Iteration 13Q: 3 clusters Score -2731559 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2731896.750000 Penalty: 5191.326660
	Iteration 14Q: 3 clusters Score -2731897 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2732161.250000 Penalty: 5191.326660
	Iteration 15Q: 3 clusters Score -2732161 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2732426.250000 Penalty: 5191.326660
	Iteration 16Q: 3 clusters Score -2732426 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -2732683.250000 Penalty: 5191.326660
	Iteration 17Q: 3 clusters Score -2732683 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2732899.750000 Penalty: 5191.326660
	Iteration 18Q: 3 clusters Score -2732900 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -2733147.750000 Penalty: 5191.326660
	Iteration 19Q: 3 clusters Score -2733148 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -2733382.000000 Penalty: 5191.326660
	Iteration 20F: 3 clusters Score -2733382 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2733608.000000 Penalty: 5191.326660
	Iteration 21Q: 3 clusters Score -2733608 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -2733833.250000 Penalty: 5191.326660
	Iteration 22Q: 3 clusters Score -2733833 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -2734026.750000 Penalty: 5191.326660
	Iteration 23Q: 3 clusters Score -2734027 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -2734217.250000 Penalty: 5191.326660
	Iteration 24Q: 3 clusters Score -2734217 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -2734401.750000 Penalty: 5191.326660
	Iteration 25Q: 3 clusters Score -2734402 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2734527.250000 Penalty: 5191.326660
	Iteration 26Q: 3 clusters Score -2734527 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -2734637.000000 Penalty: 5191.326660
	Iteration 27Q: 3 clusters Score -2734637 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -2734722.250000 Penalty: 5191.326660
	Iteration 28Q: 3 clusters Score -2734722 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -2734786.500000 Penalty: 5191.326660
	Iteration 29Q: 3 clusters Score -2734786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -2734861.500000 Penalty: 5191.326660
	Iteration 30Q: 3 clusters Score -2734862 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -2734933.000000 Penalty: 5191.326660
	Iteration 31Q: 3 clusters Score -2734933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -2735002.000000 Penalty: 5191.326660
	Iteration 32Q: 3 clusters Score -2735002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -2735050.000000 Penalty: 5191.326660
	Iteration 33Q: 3 clusters Score -2735050 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -2735110.500000 Penalty: 5191.326660
	Iteration 34Q: 3 clusters Score -2735110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -2735165.750000 Penalty: 5191.326660
	Iteration 35Q: 3 clusters Score -2735166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -2735207.500000 Penalty: 5191.326660
	Iteration 36Q: 3 clusters Score -2735208 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2735223.000000 Penalty: 5191.326660
	Iteration 37Q: 3 clusters Score -2735223 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2735260.750000 Penalty: 5191.326660
	Iteration 38Q: 3 clusters Score -2735261 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -2735288.000000 Penalty: 5191.326660
	Iteration 39Q: 3 clusters Score -2735288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -2735328.250000 Penalty: 5191.326660
	Iteration 40F: 3 clusters Score -2735328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2735368.250000 Penalty: 5191.326660
	Iteration 41Q: 3 clusters Score -2735368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -2735410.500000 Penalty: 5191.326660
	Iteration 42Q: 3 clusters Score -2735410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -2735440.250000 Penalty: 5191.326660
	Iteration 43Q: 3 clusters Score -2735440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -2735474.000000 Penalty: 5191.326660
	Iteration 44Q: 3 clusters Score -2735474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -2735496.500000 Penalty: 5191.326660
	Iteration 45Q: 3 clusters Score -2735496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -2735504.250000 Penalty: 5191.326660
	Iteration 46Q: 3 clusters Score -2735504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -2735522.750000 Penalty: 5191.326660
	Iteration 47Q: 3 clusters Score -2735523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -2735517.500000 Penalty: 5191.326660
	Iteration 48Q: 3 clusters Score -2735518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -2735520.500000 Penalty: 5191.326660
	Iteration 49Q: 3 clusters Score -2735520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -2735527.250000 Penalty: 5191.326660
	Iteration 50Q: 3 clusters Score -2735527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -2735528.750000 Penalty: 5191.326660
	Iteration 51Q: 3 clusters Score -2735529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -2735532.250000 Penalty: 5191.326660
	Iteration 52Q: 3 clusters Score -2735532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -2735536.750000 Penalty: 5191.326660
	Iteration 53Q: 3 clusters Score -2735537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -2735545.000000 Penalty: 5191.326660
	Iteration 54Q: 3 clusters Score -2735545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -2735540.000000 Penalty: 5191.326660
	Iteration 55Q: 3 clusters Score -2735540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -2735547.750000 Penalty: 5191.326660
	Iteration 56Q: 3 clusters Score -2735548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -2735554.500000 Penalty: 5191.326660
	Iteration 57Q: 3 clusters Score -2735554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2735562.000000 Penalty: 5191.326660
	Iteration 58Q: 3 clusters Score -2735562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -2735556.750000 Penalty: 5191.326660
	Iteration 59Q: 3 clusters Score -2735557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -2735564.000000 Penalty: 5191.326660
	Iteration 60F: 3 clusters Score -2735564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -2735565.250000 Penalty: 5191.326660
	Iteration 61Q: 3 clusters Score -2735565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -2735567.750000 Penalty: 5191.326660
	Iteration 62Q: 3 clusters Score -2735568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -2735572.750000 Penalty: 5191.326660
	Iteration 63Q: 3 clusters Score -2735573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -2735567.250000 Penalty: 5191.326660
	Iteration 64Q: 3 clusters Score -2735567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -2735563.000000 Penalty: 5191.326660
	Iteration 65Q: 3 clusters Score -2735563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -2735569.000000 Penalty: 5191.326660
	Iteration 66Q: 3 clusters Score -2735569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -2735577.750000 Penalty: 5191.326660
	Iteration 67Q: 3 clusters Score -2735578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -2735575.250000 Penalty: 5191.326660
	Iteration 68Q: 3 clusters Score -2735575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -2735577.750000 Penalty: 5191.326660
	Iteration 69Q: 3 clusters Score -2735578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -2735575.500000 Penalty: 5191.326660
	Iteration 70Q: 3 clusters Score -2735576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -2735590.000000 Penalty: 5191.326660
	Iteration 71Q: 3 clusters Score -2735590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -2735592.500000 Penalty: 5191.326660
	Iteration 72Q: 3 clusters Score -2735592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -2735590.500000 Penalty: 5191.326660
	Iteration 73Q: 3 clusters Score -2735590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -2735592.000000 Penalty: 5191.326660
	Iteration 74Q: 3 clusters Score -2735592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -2735592.500000 Penalty: 5191.326660
	Iteration 75Q: 3 clusters Score -2735592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -2735596.000000 Penalty: 5191.326660
	Iteration 76Q: 3 clusters Score -2735596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -2735596.250000 Penalty: 5191.326660
	Iteration 77Q: 3 clusters Score -2735596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -2735596.500000 Penalty: 5191.326660
	Iteration 78Q: 3 clusters Score -2735596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -2735596.250000 Penalty: 5191.326660
	Iteration 79Q: 3 clusters Score -2735596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -2735601.750000 Penalty: 5191.326660
	Iteration 80F: 3 clusters Score -2735602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -2735604.500000 Penalty: 5191.326660
	Iteration 81Q: 3 clusters Score -2735604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -2735606.250000 Penalty: 5191.326660
	Iteration 82Q: 3 clusters Score -2735606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -2735613.000000 Penalty: 5191.326660
	Iteration 83Q: 3 clusters Score -2735613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -2735615.250000 Penalty: 5191.326660
	Iteration 84Q: 3 clusters Score -2735615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -2735619.250000 Penalty: 5191.326660
	Iteration 85Q: 3 clusters Score -2735619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -2735621.500000 Penalty: 5191.326660
	Iteration 86Q: 3 clusters Score -2735622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -2735625.000000 Penalty: 5191.326660
	Iteration 87Q: 3 clusters Score -2735625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -2735625.000000 Penalty: 5191.326660
	Iteration 88F: 3 clusters Score -2735625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Entering Unmasked Estep 
Score: -2218614.750000 Penalty: 2527.571045
	Iteration 0F: 2 clusters Score -2218615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2200078.500000 Penalty: 5055.142090
	Iteration 0F: 3 clusters Score -2200078 nChanged 12014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2206565.750000 Penalty: 5055.142090
	Iteration 1F: 3 clusters Score -2206566 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2206931.500000 Penalty: 5055.142090
	Iteration 2Q: 3 clusters Score -2206932 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2207248.500000 Penalty: 5055.142090
	Iteration 3Q: 3 clusters Score -2207248 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2207509.000000 Penalty: 5055.142090
	Iteration 4Q: 3 clusters Score -2207509 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2207782.000000 Penalty: 5055.142090
	Iteration 5Q: 3 clusters Score -2207782 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2208126.250000 Penalty: 5055.142090
	Iteration 6Q: 3 clusters Score -2208126 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2208615.250000 Penalty: 5055.142090
	Iteration 7Q: 3 clusters Score -2208615 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2209355.750000 Penalty: 5055.142090
	Iteration 8F: 3 clusters Score -2209356 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2210430.250000 Penalty: 5055.142090
	Iteration 9F: 3 clusters Score -2210430 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2211924.250000 Penalty: 5055.142090
	Iteration 10F: 3 clusters Score -2211924 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2213538.000000 Penalty: 5055.142090
	Iteration 11F: 3 clusters Score -2213538 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -2214838.000000 Penalty: 5055.142090
	Iteration 12F: 3 clusters Score -2214838 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2215596.250000 Penalty: 5055.142090
	Iteration 13Q: 3 clusters Score -2215596 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -2215950.750000 Penalty: 5055.142090
	Iteration 14Q: 3 clusters Score -2215951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2216121.250000 Penalty: 5055.142090
	Iteration 15Q: 3 clusters Score -2216121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2216231.500000 Penalty: 5055.142090
	Iteration 16Q: 3 clusters Score -2216232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2216300.250000 Penalty: 5055.142090
	Iteration 17Q: 3 clusters Score -2216300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -2216340.750000 Penalty: 5055.142090
	Iteration 18Q: 3 clusters Score -2216341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2216352.500000 Penalty: 5055.142090
	Iteration 19Q: 3 clusters Score -2216352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2216368.250000 Penalty: 5055.142090
	Iteration 20F: 3 clusters Score -2216368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -2216376.500000 Penalty: 5055.142090
	Iteration 21Q: 3 clusters Score -2216376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2216387.750000 Penalty: 5055.142090
	Iteration 22Q: 3 clusters Score -2216388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -2216398.000000 Penalty: 5055.142090
	Iteration 23Q: 3 clusters Score -2216398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2216408.750000 Penalty: 5055.142090
	Iteration 24Q: 3 clusters Score -2216409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -2216418.000000 Penalty: 5055.142090
	Iteration 25Q: 3 clusters Score -2216418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -2216423.250000 Penalty: 5055.142090
	Iteration 26Q: 3 clusters Score -2216423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -2216427.750000 Penalty: 5055.142090
	Iteration 27Q: 3 clusters Score -2216428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2216436.250000 Penalty: 5055.142090
	Iteration 28Q: 3 clusters Score -2216436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2216446.250000 Penalty: 5055.142090
	Iteration 29Q: 3 clusters Score -2216446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2216447.250000 Penalty: 5055.142090
	Iteration 30Q: 3 clusters Score -2216447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2216447.250000 Penalty: 5055.142090
	Iteration 31Q: 3 clusters Score -2216447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2216447.250000 Penalty: 5055.142090
	Iteration 32Q: 3 clusters Score -2216447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2216447.250000 Penalty: 5055.142090
	Iteration 33F: 3 clusters Score -2216447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -209111.593750 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -209111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -206036.093750 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -206036.1 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -206727.140625 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -206727.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -207039.437500 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -207039.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -207282.609375 Penalty: 3935.696289
	Iteration 3F: 3 clusters Score -207282.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -207482.765625 Penalty: 3935.696289
	Iteration 4F: 3 clusters Score -207482.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207647.921875 Penalty: 3935.696289
	Iteration 5F: 3 clusters Score -207647.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207766.203125 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -207766.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -207859.359375 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -207859.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -207931.968750 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -207932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -207983.234375 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -207983.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -208014.968750 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -208015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208038.328125 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -208038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -208051.812500 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -208051.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -208065.953125 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -208066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -208073.687500 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -208073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -208083.515625 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -208083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -208088.921875 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -208088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -208088.937500 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -208088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -208088.937500 Penalty: 3935.696289
	Iteration 18F: 3 clusters Score -208088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Entering Unmasked Estep 
Score: -4153474.000000 Penalty: 2685.472900
	Iteration 0F: 2 clusters Score -4153474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4119461.000000 Penalty: 5370.945801
	Iteration 0F: 3 clusters Score -4119461 nChanged 23408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4132265.500000 Penalty: 5370.945801
	Iteration 1F: 3 clusters Score -4132266 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -4132791.750000 Penalty: 5370.945801
	Iteration 2Q: 3 clusters Score -4132792 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4133381.250000 Penalty: 5370.945801
	Iteration 3Q: 3 clusters Score -4133381 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -4134036.250000 Penalty: 5370.945801
	Iteration 4Q: 3 clusters Score -4134036 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4134872.500000 Penalty: 5370.945801
	Iteration 5Q: 3 clusters Score -4134872 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4136106.250000 Penalty: 5370.945801
	Iteration 6Q: 3 clusters Score -4136106 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4137883.250000 Penalty: 5370.945801
	Iteration 7F: 3 clusters Score -4137883 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4140368.000000 Penalty: 5370.945801
	Iteration 8F: 3 clusters Score -4140368 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -4143182.250000 Penalty: 5370.945801
	Iteration 9F: 3 clusters Score -4143182 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -4145831.000000 Penalty: 5370.945801
	Iteration 10F: 3 clusters Score -4145831 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -4147863.500000 Penalty: 5370.945801
	Iteration 11Q: 3 clusters Score -4147864 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -4149214.500000 Penalty: 5370.945801
	Iteration 12Q: 3 clusters Score -4149214 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -4149975.500000 Penalty: 5370.945801
	Iteration 13Q: 3 clusters Score -4149976 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -4150376.000000 Penalty: 5370.945801
	Iteration 14Q: 3 clusters Score -4150376 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -4150623.000000 Penalty: 5370.945801
	Iteration 15Q: 3 clusters Score -4150623 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -4150775.000000 Penalty: 5370.945801
	Iteration 16Q: 3 clusters Score -4150775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -4150878.250000 Penalty: 5370.945801
	Iteration 17Q: 3 clusters Score -4150878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -4150965.000000 Penalty: 5370.945801
	Iteration 18Q: 3 clusters Score -4150965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -4151007.750000 Penalty: 5370.945801
	Iteration 19Q: 3 clusters Score -4151008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -4151054.000000 Penalty: 5370.945801
	Iteration 20F: 3 clusters Score -4151054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -4151075.500000 Penalty: 5370.945801
	Iteration 21Q: 3 clusters Score -4151076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -4151104.250000 Penalty: 5370.945801
	Iteration 22Q: 3 clusters Score -4151104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -4151122.500000 Penalty: 5370.945801
	Iteration 23Q: 3 clusters Score -4151122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -4151131.250000 Penalty: 5370.945801
	Iteration 24Q: 3 clusters Score -4151131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -4151150.750000 Penalty: 5370.945801
	Iteration 25Q: 3 clusters Score -4151151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -4151148.750000 Penalty: 5370.945801
	Iteration 26Q: 3 clusters Score -4151149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -4151145.750000 Penalty: 5370.945801
	Iteration 27Q: 3 clusters Score -4151146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4151153.500000 Penalty: 5370.945801
	Iteration 28Q: 3 clusters Score -4151154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -4151158.500000 Penalty: 5370.945801
	Iteration 29Q: 3 clusters Score -4151158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -4151162.500000 Penalty: 5370.945801
	Iteration 30Q: 3 clusters Score -4151162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4151161.500000 Penalty: 5370.945801
	Iteration 31Q: 3 clusters Score -4151162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -4151160.000000 Penalty: 5370.945801
	Iteration 32Q: 3 clusters Score -4151160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -4151165.750000 Penalty: 5370.945801
	Iteration 33Q: 3 clusters Score -4151166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -4151165.750000 Penalty: 5370.945801
	Iteration 34F: 3 clusters Score -4151166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Entering Unmasked Estep 
Score: -3170925.750000 Penalty: 2630.267334
	Iteration 0F: 2 clusters Score -3170926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3143634.000000 Penalty: 5260.534668
	Iteration 0F: 3 clusters Score -3143634 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3153755.500000 Penalty: 5260.534668
	Iteration 1F: 3 clusters Score -3153756 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3154259.500000 Penalty: 5260.534668
	Iteration 2Q: 3 clusters Score -3154260 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3154815.500000 Penalty: 5260.534668
	Iteration 3Q: 3 clusters Score -3154816 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3155571.750000 Penalty: 5260.534668
	Iteration 4Q: 3 clusters Score -3155572 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3156590.750000 Penalty: 5260.534668
	Iteration 5F: 3 clusters Score -3156591 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3158108.250000 Penalty: 5260.534668
	Iteration 6F: 3 clusters Score -3158108 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -3160309.000000 Penalty: 5260.534668
	Iteration 7F: 3 clusters Score -3160309 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3162868.500000 Penalty: 5260.534668
	Iteration 8F: 3 clusters Score -3162868 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3165185.750000 Penalty: 5260.534668
	Iteration 9F: 3 clusters Score -3165186 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3166810.250000 Penalty: 5260.534668
	Iteration 10Q: 3 clusters Score -3166810 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3167659.750000 Penalty: 5260.534668
	Iteration 11Q: 3 clusters Score -3167660 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3168090.750000 Penalty: 5260.534668
	Iteration 12Q: 3 clusters Score -3168091 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3168291.500000 Penalty: 5260.534668
	Iteration 13Q: 3 clusters Score -3168292 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3168412.000000 Penalty: 5260.534668
	Iteration 14Q: 3 clusters Score -3168412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3168480.750000 Penalty: 5260.534668
	Iteration 15Q: 3 clusters Score -3168481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3168521.750000 Penalty: 5260.534668
	Iteration 16Q: 3 clusters Score -3168522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3168561.500000 Penalty: 5260.534668
	Iteration 17Q: 3 clusters Score -3168562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3168588.750000 Penalty: 5260.534668
	Iteration 18Q: 3 clusters Score -3168589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3168593.000000 Penalty: 5260.534668
	Iteration 19Q: 3 clusters Score -3168593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3168595.000000 Penalty: 5260.534668
	Iteration 20F: 3 clusters Score -3168595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3168601.500000 Penalty: 5260.534668
	Iteration 21Q: 3 clusters Score -3168602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3168600.250000 Penalty: 5260.534668
	Iteration 22Q: 3 clusters Score -3168600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3168601.750000 Penalty: 5260.534668
	Iteration 23Q: 3 clusters Score -3168602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3168601.750000 Penalty: 5260.534668
	Iteration 24F: 3 clusters Score -3168602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -770392.562500 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -770392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -763164.437500 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -763164.4 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -765193.250000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -765193.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -765459.312500 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -765459.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -765622.625000 Penalty: 4528.156250
	Iteration 3Q: 3 clusters Score -765622.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -765732.500000 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -765732.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -765807.875000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -765807.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -765870.250000 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -765870.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -765921.312500 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -765921.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -765961.125000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -765961.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -765992.312500 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -765992.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -766013.187500 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -766013.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -766033.812500 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -766033.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -766048.312500 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -766048.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -766064.812500 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -766064.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -766082.312500 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -766082.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -766096.062500 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -766096.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -766109.562500 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -766109.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -766119.187500 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -766119.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -766128.250000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -766128.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -766135.187500 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -766135.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -766140.750000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -766140.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -766148.437500 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -766148.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -766150.062500 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -766150.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -766156.875000 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -766156.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -766159.812500 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -766159.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -766164.812500 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -766164.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -766166.062500 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -766166.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -766168.750000 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -766168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -766170.875000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -766170.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -766175.750000 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -766175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -766175.750000 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -766175.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -766178.562500 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -766178.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -766181.250000 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -766181.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -766187.437500 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -766187.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -766192.125000 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -766192.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -766194.625000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -766194.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -766197.125000 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -766197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -766199.062500 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -766199.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -766201.875000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -766201.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -766204.312500 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -766204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -766204.500000 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -766204.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -766206.562500 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -766206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -766208.062500 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -766208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -766210.312500 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -766210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -766211.812500 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -766211.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -766213.875000 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -766213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -766214.937500 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -766214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -766217.437500 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -766217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -766216.812500 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -766216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -766219.312500 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -766219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -766218.625000 Penalty: 4528.156250
	Iteration 50Q: 3 clusters Score -766218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -766220.812500 Penalty: 4528.156250
	Iteration 51Q: 3 clusters Score -766220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -766220.000000 Penalty: 4528.156250
	Iteration 52Q: 3 clusters Score -766220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -766221.000000 Penalty: 4528.156250
	Iteration 53Q: 3 clusters Score -766221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -766221.812500 Penalty: 4528.156250
	Iteration 54Q: 3 clusters Score -766221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -766220.500000 Penalty: 4528.156250
	Iteration 55Q: 3 clusters Score -766220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -766220.500000 Penalty: 4528.156250
	Iteration 56F: 3 clusters Score -766220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Entering Unmasked Estep 
Score: -1485027.250000 Penalty: 2440.403076
	Iteration 0F: 2 clusters Score -1485027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1471732.000000 Penalty: 4880.806152
	Iteration 0F: 3 clusters Score -1471732 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1476028.375000 Penalty: 4880.806152
	Iteration 1F: 3 clusters Score -1476028 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1476340.000000 Penalty: 4880.806152
	Iteration 2F: 3 clusters Score -1476340 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1476622.375000 Penalty: 4880.806152
	Iteration 3Q: 3 clusters Score -1476622 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1476891.000000 Penalty: 4880.806152
	Iteration 4Q: 3 clusters Score -1476891 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1477162.625000 Penalty: 4880.806152
	Iteration 5Q: 3 clusters Score -1477163 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1477529.000000 Penalty: 4880.806152
	Iteration 6Q: 3 clusters Score -1477529 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1477986.250000 Penalty: 4880.806152
	Iteration 7Q: 3 clusters Score -1477986 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1478501.250000 Penalty: 4880.806152
	Iteration 8Q: 3 clusters Score -1478501 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1479086.125000 Penalty: 4880.806152
	Iteration 9Q: 3 clusters Score -1479086 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1479682.625000 Penalty: 4880.806152
	Iteration 10Q: 3 clusters Score -1479683 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1480277.875000 Penalty: 4880.806152
	Iteration 11F: 3 clusters Score -1480278 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1480852.750000 Penalty: 4880.806152
	Iteration 12F: 3 clusters Score -1480853 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1481315.375000 Penalty: 4880.806152
	Iteration 13Q: 3 clusters Score -1481315 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1481637.750000 Penalty: 4880.806152
	Iteration 14Q: 3 clusters Score -1481638 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1481849.375000 Penalty: 4880.806152
	Iteration 15Q: 3 clusters Score -1481849 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1482008.250000 Penalty: 4880.806152
	Iteration 16Q: 3 clusters Score -1482008 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1482176.375000 Penalty: 4880.806152
	Iteration 17Q: 3 clusters Score -1482176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1482378.375000 Penalty: 4880.806152
	Iteration 18Q: 3 clusters Score -1482378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1482554.625000 Penalty: 4880.806152
	Iteration 19Q: 3 clusters Score -1482555 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1482690.375000 Penalty: 4880.806152
	Iteration 20F: 3 clusters Score -1482690 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1482799.250000 Penalty: 4880.806152
	Iteration 21Q: 3 clusters Score -1482799 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1482880.750000 Penalty: 4880.806152
	Iteration 22Q: 3 clusters Score -1482881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1482942.000000 Penalty: 4880.806152
	Iteration 23Q: 3 clusters Score -1482942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1482991.750000 Penalty: 4880.806152
	Iteration 24Q: 3 clusters Score -1482992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1483029.250000 Penalty: 4880.806152
	Iteration 25Q: 3 clusters Score -1483029 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1483057.625000 Penalty: 4880.806152
	Iteration 26Q: 3 clusters Score -1483058 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1483080.375000 Penalty: 4880.806152
	Iteration 27Q: 3 clusters Score -1483080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1483092.750000 Penalty: 4880.806152
	Iteration 28Q: 3 clusters Score -1483093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1483121.500000 Penalty: 4880.806152
	Iteration 29Q: 3 clusters Score -1483122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1483142.500000 Penalty: 4880.806152
	Iteration 30Q: 3 clusters Score -1483142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1483169.750000 Penalty: 4880.806152
	Iteration 31Q: 3 clusters Score -1483170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1483187.250000 Penalty: 4880.806152
	Iteration 32Q: 3 clusters Score -1483187 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1483209.250000 Penalty: 4880.806152
	Iteration 33Q: 3 clusters Score -1483209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1483229.000000 Penalty: 4880.806152
	Iteration 34Q: 3 clusters Score -1483229 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1483242.625000 Penalty: 4880.806152
	Iteration 35Q: 3 clusters Score -1483243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1483257.125000 Penalty: 4880.806152
	Iteration 36Q: 3 clusters Score -1483257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1483278.500000 Penalty: 4880.806152
	Iteration 37Q: 3 clusters Score -1483278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1483295.000000 Penalty: 4880.806152
	Iteration 38Q: 3 clusters Score -1483295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1483302.625000 Penalty: 4880.806152
	Iteration 39Q: 3 clusters Score -1483303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1483319.875000 Penalty: 4880.806152
	Iteration 40F: 3 clusters Score -1483320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1483335.125000 Penalty: 4880.806152
	Iteration 41Q: 3 clusters Score -1483335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1483350.125000 Penalty: 4880.806152
	Iteration 42Q: 3 clusters Score -1483350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1483367.125000 Penalty: 4880.806152
	Iteration 43Q: 3 clusters Score -1483367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1483390.125000 Penalty: 4880.806152
	Iteration 44Q: 3 clusters Score -1483390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1483398.125000 Penalty: 4880.806152
	Iteration 45Q: 3 clusters Score -1483398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1483411.625000 Penalty: 4880.806152
	Iteration 46Q: 3 clusters Score -1483412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1483432.250000 Penalty: 4880.806152
	Iteration 47Q: 3 clusters Score -1483432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1483445.875000 Penalty: 4880.806152
	Iteration 48Q: 3 clusters Score -1483446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1483457.500000 Penalty: 4880.806152
	Iteration 49Q: 3 clusters Score -1483458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1483472.125000 Penalty: 4880.806152
	Iteration 50Q: 3 clusters Score -1483472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1483481.500000 Penalty: 4880.806152
	Iteration 51Q: 3 clusters Score -1483482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1483489.750000 Penalty: 4880.806152
	Iteration 52Q: 3 clusters Score -1483490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1483501.875000 Penalty: 4880.806152
	Iteration 53Q: 3 clusters Score -1483502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1483509.750000 Penalty: 4880.806152
	Iteration 54Q: 3 clusters Score -1483510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1483511.500000 Penalty: 4880.806152
	Iteration 55Q: 3 clusters Score -1483512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1483519.375000 Penalty: 4880.806152
	Iteration 56Q: 3 clusters Score -1483519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1483522.625000 Penalty: 4880.806152
	Iteration 57Q: 3 clusters Score -1483523 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1483528.750000 Penalty: 4880.806152
	Iteration 58Q: 3 clusters Score -1483529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1483534.250000 Penalty: 4880.806152
	Iteration 59Q: 3 clusters Score -1483534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1483535.500000 Penalty: 4880.806152
	Iteration 60F: 3 clusters Score -1483536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1483535.375000 Penalty: 4880.806152
	Iteration 61Q: 3 clusters Score -1483535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1483534.000000 Penalty: 4880.806152
	Iteration 62Q: 3 clusters Score -1483534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1483536.875000 Penalty: 4880.806152
	Iteration 63Q: 3 clusters Score -1483537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1483536.250000 Penalty: 4880.806152
	Iteration 64Q: 3 clusters Score -1483536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1483535.500000 Penalty: 4880.806152
	Iteration 65Q: 3 clusters Score -1483536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1483539.500000 Penalty: 4880.806152
	Iteration 66Q: 3 clusters Score -1483540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1483536.250000 Penalty: 4880.806152
	Iteration 67Q: 3 clusters Score -1483536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1483536.125000 Penalty: 4880.806152
	Iteration 68Q: 3 clusters Score -1483536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1483542.875000 Penalty: 4880.806152
	Iteration 69Q: 3 clusters Score -1483543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1483541.875000 Penalty: 4880.806152
	Iteration 70Q: 3 clusters Score -1483542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1483548.250000 Penalty: 4880.806152
	Iteration 71Q: 3 clusters Score -1483548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1483550.500000 Penalty: 4880.806152
	Iteration 72Q: 3 clusters Score -1483550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1483546.875000 Penalty: 4880.806152
	Iteration 73Q: 3 clusters Score -1483547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1483552.625000 Penalty: 4880.806152
	Iteration 74Q: 3 clusters Score -1483553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1483554.500000 Penalty: 4880.806152
	Iteration 75Q: 3 clusters Score -1483554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1483556.125000 Penalty: 4880.806152
	Iteration 76Q: 3 clusters Score -1483556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1483558.125000 Penalty: 4880.806152
	Iteration 77Q: 3 clusters Score -1483558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1483557.625000 Penalty: 4880.806152
	Iteration 78Q: 3 clusters Score -1483558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1483557.500000 Penalty: 4880.806152
	Iteration 79Q: 3 clusters Score -1483558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1483558.625000 Penalty: 4880.806152
	Iteration 80F: 3 clusters Score -1483559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1483558.500000 Penalty: 4880.806152
	Iteration 81Q: 3 clusters Score -1483558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1483558.625000 Penalty: 4880.806152
	Iteration 82Q: 3 clusters Score -1483559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1483557.625000 Penalty: 4880.806152
	Iteration 83Q: 3 clusters Score -1483558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1483561.625000 Penalty: 4880.806152
	Iteration 84Q: 3 clusters Score -1483562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1483565.000000 Penalty: 4880.806152
	Iteration 85Q: 3 clusters Score -1483565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1483564.500000 Penalty: 4880.806152
	Iteration 86Q: 3 clusters Score -1483564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1483566.375000 Penalty: 4880.806152
	Iteration 87Q: 3 clusters Score -1483566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1483566.250000 Penalty: 4880.806152
	Iteration 88Q: 3 clusters Score -1483566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1483567.625000 Penalty: 4880.806152
	Iteration 89Q: 3 clusters Score -1483568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1483565.750000 Penalty: 4880.806152
	Iteration 90Q: 3 clusters Score -1483566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1483565.125000 Penalty: 4880.806152
	Iteration 91Q: 3 clusters Score -1483565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1483570.250000 Penalty: 4880.806152
	Iteration 92Q: 3 clusters Score -1483570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1483569.875000 Penalty: 4880.806152
	Iteration 93Q: 3 clusters Score -1483570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1483568.500000 Penalty: 4880.806152
	Iteration 94Q: 3 clusters Score -1483568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1483572.375000 Penalty: 4880.806152
	Iteration 95Q: 3 clusters Score -1483572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1483571.750000 Penalty: 4880.806152
	Iteration 96Q: 3 clusters Score -1483572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1483575.125000 Penalty: 4880.806152
	Iteration 97Q: 3 clusters Score -1483575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1483575.125000 Penalty: 4880.806152
	Iteration 98Q: 3 clusters Score -1483575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1483575.000000 Penalty: 4880.806152
	Iteration 99Q: 3 clusters Score -1483575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1483575.500000 Penalty: 4880.806152
	Iteration 100F: 3 clusters Score -1483576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1483574.125000 Penalty: 4880.806152
	Iteration 101Q: 3 clusters Score -1483574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1483575.750000 Penalty: 4880.806152
	Iteration 102Q: 3 clusters Score -1483576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1483576.000000 Penalty: 4880.806152
	Iteration 103Q: 3 clusters Score -1483576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1483576.125000 Penalty: 4880.806152
	Iteration 104Q: 3 clusters Score -1483576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1483576.125000 Penalty: 4880.806152
	Iteration 105Q: 3 clusters Score -1483576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1483577.125000 Penalty: 4880.806152
	Iteration 106Q: 3 clusters Score -1483577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1483575.875000 Penalty: 4880.806152
	Iteration 107Q: 3 clusters Score -1483576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1483576.250000 Penalty: 4880.806152
	Iteration 108Q: 3 clusters Score -1483576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1483575.125000 Penalty: 4880.806152
	Iteration 109Q: 3 clusters Score -1483575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1483577.000000 Penalty: 4880.806152
	Iteration 110Q: 3 clusters Score -1483577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1483574.750000 Penalty: 4880.806152
	Iteration 111Q: 3 clusters Score -1483575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1483577.125000 Penalty: 4880.806152
	Iteration 112Q: 3 clusters Score -1483577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1483580.500000 Penalty: 4880.806152
	Iteration 113Q: 3 clusters Score -1483580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1483579.375000 Penalty: 4880.806152
	Iteration 114Q: 3 clusters Score -1483579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1483576.875000 Penalty: 4880.806152
	Iteration 115Q: 3 clusters Score -1483577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1483576.875000 Penalty: 4880.806152
	Iteration 116F: 3 clusters Score -1483577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -137097.828125 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -137097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -134574.765625 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -134574.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -135019.421875 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -135019.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -135159.531250 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -135159.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -135244.906250 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -135244.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -135307.578125 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -135307.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -135367.140625 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -135367.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -135411.031250 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -135411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -135456.328125 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -135456.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -135533.953125 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -135534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -135614.937500 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -135614.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -135683.593750 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -135683.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -135750.343750 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -135750.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -135784.968750 Penalty: 3728.150879
	Iteration 12Q: 3 clusters Score -135785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -135805.234375 Penalty: 3728.150879
	Iteration 13Q: 3 clusters Score -135805.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -135823.359375 Penalty: 3728.150879
	Iteration 14Q: 3 clusters Score -135823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -135842.078125 Penalty: 3728.150879
	Iteration 15Q: 3 clusters Score -135842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -135858.015625 Penalty: 3728.150879
	Iteration 16Q: 3 clusters Score -135858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -135867.343750 Penalty: 3728.150879
	Iteration 17Q: 3 clusters Score -135867.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135875.187500 Penalty: 3728.150879
	Iteration 18Q: 3 clusters Score -135875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135883.109375 Penalty: 3728.150879
	Iteration 19Q: 3 clusters Score -135883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -135888.609375 Penalty: 3728.150879
	Iteration 20F: 3 clusters Score -135888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -135891.375000 Penalty: 3728.150879
	Iteration 21Q: 3 clusters Score -135891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -135893.140625 Penalty: 3728.150879
	Iteration 22Q: 3 clusters Score -135893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -135895.593750 Penalty: 3728.150879
	Iteration 23Q: 3 clusters Score -135895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -135898.968750 Penalty: 3728.150879
	Iteration 24Q: 3 clusters Score -135899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -135901.765625 Penalty: 3728.150879
	Iteration 25Q: 3 clusters Score -135901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135904.296875 Penalty: 3728.150879
	Iteration 26Q: 3 clusters Score -135904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -135909.875000 Penalty: 3728.150879
	Iteration 27Q: 3 clusters Score -135909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135916.234375 Penalty: 3728.150879
	Iteration 28Q: 3 clusters Score -135916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -135917.625000 Penalty: 3728.150879
	Iteration 29Q: 3 clusters Score -135917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -135919.203125 Penalty: 3728.150879
	Iteration 30Q: 3 clusters Score -135919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135919.843750 Penalty: 3728.150879
	Iteration 31Q: 3 clusters Score -135919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135920.109375 Penalty: 3728.150879
	Iteration 32Q: 3 clusters Score -135920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135920.453125 Penalty: 3728.150879
	Iteration 33Q: 3 clusters Score -135920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135920.453125 Penalty: 3728.150879
	Iteration 34F: 3 clusters Score -135920.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -1642089.875000 Penalty: 2464.895996
	Iteration 0F: 2 clusters Score -1642090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1627511.000000 Penalty: 4929.791992
	Iteration 0F: 3 clusters Score -1627511 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1632574.750000 Penalty: 4929.791992
	Iteration 1F: 3 clusters Score -1632575 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1633067.250000 Penalty: 4929.791992
	Iteration 2F: 3 clusters Score -1633067 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1633506.750000 Penalty: 4929.791992
	Iteration 3Q: 3 clusters Score -1633507 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1634003.500000 Penalty: 4929.791992
	Iteration 4Q: 3 clusters Score -1634004 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1634556.500000 Penalty: 4929.791992
	Iteration 5Q: 3 clusters Score -1634556 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1635239.875000 Penalty: 4929.791992
	Iteration 6F: 3 clusters Score -1635240 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1636123.000000 Penalty: 4929.791992
	Iteration 7F: 3 clusters Score -1636123 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1637227.875000 Penalty: 4929.791992
	Iteration 8F: 3 clusters Score -1637228 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1638335.375000 Penalty: 4929.791992
	Iteration 9F: 3 clusters Score -1638335 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1639115.500000 Penalty: 4929.791992
	Iteration 10Q: 3 clusters Score -1639116 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1639588.000000 Penalty: 4929.791992
	Iteration 11Q: 3 clusters Score -1639588 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1639824.000000 Penalty: 4929.791992
	Iteration 12Q: 3 clusters Score -1639824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1639958.750000 Penalty: 4929.791992
	Iteration 13Q: 3 clusters Score -1639959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1640029.375000 Penalty: 4929.791992
	Iteration 14Q: 3 clusters Score -1640029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1640072.375000 Penalty: 4929.791992
	Iteration 15Q: 3 clusters Score -1640072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1640099.500000 Penalty: 4929.791992
	Iteration 16Q: 3 clusters Score -1640100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1640117.125000 Penalty: 4929.791992
	Iteration 17Q: 3 clusters Score -1640117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1640130.750000 Penalty: 4929.791992
	Iteration 18Q: 3 clusters Score -1640131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1640143.750000 Penalty: 4929.791992
	Iteration 19Q: 3 clusters Score -1640144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1640149.625000 Penalty: 4929.791992
	Iteration 20F: 3 clusters Score -1640150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1640153.750000 Penalty: 4929.791992
	Iteration 21Q: 3 clusters Score -1640154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1640155.625000 Penalty: 4929.791992
	Iteration 22Q: 3 clusters Score -1640156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1640164.625000 Penalty: 4929.791992
	Iteration 23Q: 3 clusters Score -1640165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1640172.125000 Penalty: 4929.791992
	Iteration 24Q: 3 clusters Score -1640172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1640179.625000 Penalty: 4929.791992
	Iteration 25Q: 3 clusters Score -1640180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1640184.875000 Penalty: 4929.791992
	Iteration 26Q: 3 clusters Score -1640185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1640184.875000 Penalty: 4929.791992
	Iteration 27Q: 3 clusters Score -1640185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1640186.375000 Penalty: 4929.791992
	Iteration 28Q: 3 clusters Score -1640186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1640185.125000 Penalty: 4929.791992
	Iteration 29Q: 3 clusters Score -1640185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1640189.875000 Penalty: 4929.791992
	Iteration 30Q: 3 clusters Score -1640190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1640189.750000 Penalty: 4929.791992
	Iteration 31Q: 3 clusters Score -1640190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1640190.000000 Penalty: 4929.791992
	Iteration 32Q: 3 clusters Score -1640190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1640191.250000 Penalty: 4929.791992
	Iteration 33Q: 3 clusters Score -1640191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1640192.375000 Penalty: 4929.791992
	Iteration 34Q: 3 clusters Score -1640192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1640194.000000 Penalty: 4929.791992
	Iteration 35Q: 3 clusters Score -1640194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1640194.125000 Penalty: 4929.791992
	Iteration 36Q: 3 clusters Score -1640194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1640194.125000 Penalty: 4929.791992
	Iteration 37F: 3 clusters Score -1640194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (161801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161801 members 
Entering Unmasked Estep 
Score: -13178562.000000 Penalty: 2974.542480
	Iteration 0F: 2 clusters Score -1.317856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 80835 members 
Entering Unmasked Estep 
Score: -13070388.000000 Penalty: 5949.084961
	Iteration 0F: 3 clusters Score -1.307039e+07 nChanged 77405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -13115000.000000 Penalty: 5949.084961
	Iteration 1F: 3 clusters Score -1.3115e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84188 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -13115790.000000 Penalty: 5949.084961
	Iteration 2Q: 3 clusters Score -1.311579e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -13116626.000000 Penalty: 5949.084961
	Iteration 3Q: 3 clusters Score -1.311663e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -13117844.000000 Penalty: 5949.084961
	Iteration 4Q: 3 clusters Score -1.311784e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -13119614.000000 Penalty: 5949.084961
	Iteration 5Q: 3 clusters Score -1.311961e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -13122755.000000 Penalty: 5949.084961
	Iteration 6Q: 3 clusters Score -1.312276e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -13128444.000000 Penalty: 5949.084961
	Iteration 7F: 3 clusters Score -1.312844e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119167 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -13137436.000000 Penalty: 5949.084961
	Iteration 8F: 3 clusters Score -1.313744e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131672 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -13149007.000000 Penalty: 5949.084961
	Iteration 9F: 3 clusters Score -1.314901e+07 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -13159762.000000 Penalty: 5949.084961
	Iteration 10F: 3 clusters Score -1.315976e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -13167087.000000 Penalty: 5949.084961
	Iteration 11Q: 3 clusters Score -1.316709e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155183 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -13171392.000000 Penalty: 5949.084961
	Iteration 12Q: 3 clusters Score -1.317139e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -13173643.000000 Penalty: 5949.084961
	Iteration 13Q: 3 clusters Score -1.317364e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159014 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -13174861.000000 Penalty: 5949.084961
	Iteration 14Q: 3 clusters Score -1.317486e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -13175468.000000 Penalty: 5949.084961
	Iteration 15Q: 3 clusters Score -1.317547e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13175800.000000 Penalty: 5949.084961
	Iteration 16Q: 3 clusters Score -1.31758e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160204 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13175917.000000 Penalty: 5949.084961
	Iteration 17Q: 3 clusters Score -1.317592e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -13175978.000000 Penalty: 5949.084961
	Iteration 18Q: 3 clusters Score -1.317598e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13176026.000000 Penalty: 5949.084961
	Iteration 19Q: 3 clusters Score -1.317603e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13176084.000000 Penalty: 5949.084961
	Iteration 20F: 3 clusters Score -1.317608e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160545 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -13176102.000000 Penalty: 5949.084961
	Iteration 21Q: 3 clusters Score -1.31761e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160578 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13176143.000000 Penalty: 5949.084961
	Iteration 22Q: 3 clusters Score -1.317614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160608 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -13176184.000000 Penalty: 5949.084961
	Iteration 23Q: 3 clusters Score -1.317618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160625 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13176195.000000 Penalty: 5949.084961
	Iteration 24Q: 3 clusters Score -1.31762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160628 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13176224.000000 Penalty: 5949.084961
	Iteration 25Q: 3 clusters Score -1.317622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13176221.000000 Penalty: 5949.084961
	Iteration 26Q: 3 clusters Score -1.317622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160643 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13176216.000000 Penalty: 5949.084961
	Iteration 27Q: 3 clusters Score -1.317622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160647 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13176209.000000 Penalty: 5949.084961
	Iteration 28Q: 3 clusters Score -1.317621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160652 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13176218.000000 Penalty: 5949.084961
	Iteration 29Q: 3 clusters Score -1.317622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160655 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13176228.000000 Penalty: 5949.084961
	Iteration 30Q: 3 clusters Score -1.317623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -13176224.000000 Penalty: 5949.084961
	Iteration 31Q: 3 clusters Score -1.317622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160663 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13176229.000000 Penalty: 5949.084961
	Iteration 32Q: 3 clusters Score -1.317623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160662 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13176229.000000 Penalty: 5949.084961
	Iteration 33Q: 3 clusters Score -1.317623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160662 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13176229.000000 Penalty: 5949.084961
	Iteration 34F: 3 clusters Score -1.317623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -273145.562500 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -273145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -269542.468750 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -269542.5 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -270489.500000 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -270489.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -270879.312500 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -270879.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -271197.468750 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -271197.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -271458.531250 Penalty: 4067.342773
	Iteration 4F: 3 clusters Score -271458.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271657.312500 Penalty: 4067.342773
	Iteration 5Q: 3 clusters Score -271657.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -271890.750000 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -271890.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -272189.000000 Penalty: 4067.342773
	Iteration 7F: 3 clusters Score -272189 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -272514.687500 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -272514.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272747.531250 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -272747.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -272905.093750 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -272905.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -273029.593750 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -273029.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -273092.093750 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -273092.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -273120.250000 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -273120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -273131.125000 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -273131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -273136.250000 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -273136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -273138.937500 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -273138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -273141.593750 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -273141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -273142.093750 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -273142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -273142.843750 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -273142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -273142.937500 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -273142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Entering Unmasked Estep 
Score: -2155243.250000 Penalty: 2533.974854
	Iteration 0F: 2 clusters Score -2155243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2136367.750000 Penalty: 5067.949707
	Iteration 0F: 3 clusters Score -2136368 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2143150.000000 Penalty: 5067.949707
	Iteration 1F: 3 clusters Score -2143150 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2143637.750000 Penalty: 5067.949707
	Iteration 2Q: 3 clusters Score -2143638 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2144065.000000 Penalty: 5067.949707
	Iteration 3Q: 3 clusters Score -2144065 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2144467.000000 Penalty: 5067.949707
	Iteration 4Q: 3 clusters Score -2144467 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2144897.750000 Penalty: 5067.949707
	Iteration 5Q: 3 clusters Score -2144898 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2145356.250000 Penalty: 5067.949707
	Iteration 6Q: 3 clusters Score -2145356 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2145875.500000 Penalty: 5067.949707
	Iteration 7Q: 3 clusters Score -2145876 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2146515.750000 Penalty: 5067.949707
	Iteration 8Q: 3 clusters Score -2146516 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2147269.750000 Penalty: 5067.949707
	Iteration 9Q: 3 clusters Score -2147270 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2148115.750000 Penalty: 5067.949707
	Iteration 10Q: 3 clusters Score -2148116 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2148941.250000 Penalty: 5067.949707
	Iteration 11Q: 3 clusters Score -2148941 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2149620.500000 Penalty: 5067.949707
	Iteration 12Q: 3 clusters Score -2149620 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2150083.250000 Penalty: 5067.949707
	Iteration 13Q: 3 clusters Score -2150083 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2150397.500000 Penalty: 5067.949707
	Iteration 14Q: 3 clusters Score -2150398 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2150650.000000 Penalty: 5067.949707
	Iteration 15Q: 3 clusters Score -2150650 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2150871.750000 Penalty: 5067.949707
	Iteration 16Q: 3 clusters Score -2150872 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2151104.500000 Penalty: 5067.949707
	Iteration 17Q: 3 clusters Score -2151104 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2151296.000000 Penalty: 5067.949707
	Iteration 18Q: 3 clusters Score -2151296 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2151444.750000 Penalty: 5067.949707
	Iteration 19Q: 3 clusters Score -2151445 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2151553.000000 Penalty: 5067.949707
	Iteration 20F: 3 clusters Score -2151553 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2151655.750000 Penalty: 5067.949707
	Iteration 21Q: 3 clusters Score -2151656 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2151745.000000 Penalty: 5067.949707
	Iteration 22Q: 3 clusters Score -2151745 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2151825.250000 Penalty: 5067.949707
	Iteration 23Q: 3 clusters Score -2151825 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2151884.250000 Penalty: 5067.949707
	Iteration 24Q: 3 clusters Score -2151884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2151930.000000 Penalty: 5067.949707
	Iteration 25Q: 3 clusters Score -2151930 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2151965.500000 Penalty: 5067.949707
	Iteration 26Q: 3 clusters Score -2151966 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2152009.250000 Penalty: 5067.949707
	Iteration 27Q: 3 clusters Score -2152009 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2152046.250000 Penalty: 5067.949707
	Iteration 28Q: 3 clusters Score -2152046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2152078.500000 Penalty: 5067.949707
	Iteration 29Q: 3 clusters Score -2152078 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2152105.250000 Penalty: 5067.949707
	Iteration 30Q: 3 clusters Score -2152105 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2152115.000000 Penalty: 5067.949707
	Iteration 31Q: 3 clusters Score -2152115 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2152129.750000 Penalty: 5067.949707
	Iteration 32Q: 3 clusters Score -2152130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2152142.250000 Penalty: 5067.949707
	Iteration 33Q: 3 clusters Score -2152142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2152149.000000 Penalty: 5067.949707
	Iteration 34Q: 3 clusters Score -2152149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2152151.750000 Penalty: 5067.949707
	Iteration 35Q: 3 clusters Score -2152152 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2152159.000000 Penalty: 5067.949707
	Iteration 36Q: 3 clusters Score -2152159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2152169.750000 Penalty: 5067.949707
	Iteration 37Q: 3 clusters Score -2152170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2152175.500000 Penalty: 5067.949707
	Iteration 38Q: 3 clusters Score -2152176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2152188.750000 Penalty: 5067.949707
	Iteration 39Q: 3 clusters Score -2152189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2152198.250000 Penalty: 5067.949707
	Iteration 40F: 3 clusters Score -2152198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2152201.500000 Penalty: 5067.949707
	Iteration 41Q: 3 clusters Score -2152202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2152212.500000 Penalty: 5067.949707
	Iteration 42Q: 3 clusters Score -2152212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2152228.000000 Penalty: 5067.949707
	Iteration 43Q: 3 clusters Score -2152228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2152239.500000 Penalty: 5067.949707
	Iteration 44Q: 3 clusters Score -2152240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2152251.500000 Penalty: 5067.949707
	Iteration 45Q: 3 clusters Score -2152252 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2152273.750000 Penalty: 5067.949707
	Iteration 46Q: 3 clusters Score -2152274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2152299.250000 Penalty: 5067.949707
	Iteration 47Q: 3 clusters Score -2152299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2152320.250000 Penalty: 5067.949707
	Iteration 48Q: 3 clusters Score -2152320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2152354.500000 Penalty: 5067.949707
	Iteration 49Q: 3 clusters Score -2152354 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2152393.000000 Penalty: 5067.949707
	Iteration 50Q: 3 clusters Score -2152393 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2152433.250000 Penalty: 5067.949707
	Iteration 51Q: 3 clusters Score -2152433 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2152483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2152502 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2152520 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2152536 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2152552 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2152582 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2152607.250000 Penalty: 5067.949707
	Iteration 58Q: 3 clusters Score -2152607 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2152626 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2152648.750000 Penalty: 5067.949707
	Iteration 60F: 3 clusters Score -2152649 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2152664 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2152690 nChanged 127
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Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2152715 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2152733 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2152760 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2152773 nChanged 108
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Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2152796 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2152814 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2152836 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2152839.000000 Penalty: 5067.949707
	Iteration 70Q: 3 clusters Score -2152839 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2152851.750000 Penalty: 5067.949707
	Iteration 71Q: 3 clusters Score -2152852 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2152860 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2152864 nChanged 72
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2152880 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2152899 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2152912.500000 Penalty: 5067.949707
	Iteration 76Q: 3 clusters Score -2152912 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2152935 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2152938 nChanged 47
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Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2152948 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2152948 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2152953.750000 Penalty: 5067.949707
	Iteration 81Q: 3 clusters Score -2152954 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2152952 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2152962 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2152963 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2152965 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2152966 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2152972 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2152974 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2152971 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2152981 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2152982 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2152984 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2152986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2152988 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2152993.000000 Penalty: 5067.949707
	Iteration 95Q: 3 clusters Score -2152993 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 21464 members 
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	Iteration 96Q: 3 clusters Score -2152999 nChanged 26
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2152997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 21510 members 
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	Iteration 98Q: 3 clusters Score -2153000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2153005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2153007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2153006.500000 Penalty: 5067.949707
	Iteration 101Q: 3 clusters Score -2153006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2153002.750000 Penalty: 5067.949707
	Iteration 102Q: 3 clusters Score -2153003 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2153006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2153007 nChanged 7
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Mstep: Class 1 contains 5792 members 
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Entering Unmasked Estep 
Score: -2153013.000000 Penalty: 5067.949707
	Iteration 105Q: 3 clusters Score -2153013 nChanged 4
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Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2153009 nChanged 2
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Mstep: Class 1 contains 5786 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2153012 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2153011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 21604 members 
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	Iteration 109Q: 3 clusters Score -2153010 nChanged 10
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Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2153016.000000 Penalty: 5067.949707
	Iteration 110Q: 3 clusters Score -2153016 nChanged 10
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Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2153015.500000 Penalty: 5067.949707
	Iteration 111Q: 3 clusters Score -2153016 nChanged 12
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Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2153017 nChanged 6
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Mstep: Class 1 contains 5740 members 
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Entering Unmasked Estep 
Score: -2153021.500000 Penalty: 5067.949707
	Iteration 113Q: 3 clusters Score -2153022 nChanged 8
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Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 21650 members 
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	Iteration 114Q: 3 clusters Score -2153022 nChanged 6
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Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2153023 nChanged 7
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2153022 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2153024.750000 Penalty: 5067.949707
	Iteration 117Q: 3 clusters Score -2153025 nChanged 11
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Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 21683 members 
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	Iteration 118Q: 3 clusters Score -2153024 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2153020.750000 Penalty: 5067.949707
	Iteration 119Q: 3 clusters Score -2153021 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2153022.250000 Penalty: 5067.949707
	Iteration 120F: 3 clusters Score -2153022 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2153024 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2153031.750000 Penalty: 5067.949707
	Iteration 122Q: 3 clusters Score -2153032 nChanged 15
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Mstep: Class 1 contains 5634 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2153028 nChanged 13
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Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2153028 nChanged 12
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2153033.750000 Penalty: 5067.949707
	Iteration 125Q: 3 clusters Score -2153034 nChanged 10
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Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2153033 nChanged 13
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Mstep: Class 1 contains 5586 members 
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Entering Unmasked Estep 
Score: -2153030.000000 Penalty: 5067.949707
	Iteration 127Q: 3 clusters Score -2153030 nChanged 11
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Mstep: Class 1 contains 5575 members 
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	Iteration 128Q: 3 clusters Score -2153036 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 21819 members 
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	Iteration 129Q: 3 clusters Score -2153036 nChanged 20
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Mstep: Class 1 contains 5543 members 
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	Iteration 130Q: 3 clusters Score -2153034 nChanged 20
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 21859 members 
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	Iteration 131Q: 3 clusters Score -2153036 nChanged 18
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Mstep: Class 1 contains 5505 members 
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Entering Unmasked Estep 
Score: -2153041.000000 Penalty: 5067.949707
	Iteration 132Q: 3 clusters Score -2153041 nChanged 23
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2153043.000000 Penalty: 5067.949707
	Iteration 133Q: 3 clusters Score -2153043 nChanged 19
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	Iteration 134Q: 3 clusters Score -2153048 nChanged 24
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2153048 nChanged 18
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	Iteration 136Q: 3 clusters Score -2153049 nChanged 22
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2153054 nChanged 23
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Mstep: Class 1 contains 5378 members 
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Entering Unmasked Estep 
Score: -2153061.000000 Penalty: 5067.949707
	Iteration 138Q: 3 clusters Score -2153061 nChanged 19
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2153065 nChanged 12
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Mstep: Class 1 contains 5347 members 
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Entering Unmasked Estep 
Score: -2153067.000000 Penalty: 5067.949707
	Iteration 140F: 3 clusters Score -2153067 nChanged 17
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Mstep: Class 1 contains 5330 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2153065 nChanged 14
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Mstep: Class 1 contains 5316 members 
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Entering Unmasked Estep 
Score: -2153062.000000 Penalty: 5067.949707
	Iteration 142Q: 3 clusters Score -2153062 nChanged 11
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2153061 nChanged 6
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	Iteration 144Q: 3 clusters Score -2153063 nChanged 7
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Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2153063.000000 Penalty: 5067.949707
	Iteration 145Q: 3 clusters Score -2153063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2153063.750000 Penalty: 5067.949707
	Iteration 146Q: 3 clusters Score -2153064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2153062.500000 Penalty: 5067.949707
	Iteration 147Q: 3 clusters Score -2153062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2153062.500000 Penalty: 5067.949707
	Iteration 148Q: 3 clusters Score -2153062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2153062.000000 Penalty: 5067.949707
	Iteration 149Q: 3 clusters Score -2153062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2153062.750000 Penalty: 5067.949707
	Iteration 150Q: 3 clusters Score -2153063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2153064.000000 Penalty: 5067.949707
	Iteration 151Q: 3 clusters Score -2153064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2153065.500000 Penalty: 5067.949707
	Iteration 152Q: 3 clusters Score -2153066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2153066.750000 Penalty: 5067.949707
	Iteration 153Q: 3 clusters Score -2153067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2153066.250000 Penalty: 5067.949707
	Iteration 154Q: 3 clusters Score -2153066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2153066.000000 Penalty: 5067.949707
	Iteration 155Q: 3 clusters Score -2153066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2153070.750000 Penalty: 5067.949707
	Iteration 156Q: 3 clusters Score -2153071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2153073.750000 Penalty: 5067.949707
	Iteration 157Q: 3 clusters Score -2153074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2153073.750000 Penalty: 5067.949707
	Iteration 158Q: 3 clusters Score -2153074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2153072.750000 Penalty: 5067.949707
	Iteration 159Q: 3 clusters Score -2153073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2153077.500000 Penalty: 5067.949707
	Iteration 160F: 3 clusters Score -2153078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2153082.250000 Penalty: 5067.949707
	Iteration 161Q: 3 clusters Score -2153082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2153089.000000 Penalty: 5067.949707
	Iteration 162Q: 3 clusters Score -2153089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2153092.750000 Penalty: 5067.949707
	Iteration 163Q: 3 clusters Score -2153093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2153090.000000 Penalty: 5067.949707
	Iteration 164Q: 3 clusters Score -2153090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2153090.500000 Penalty: 5067.949707
	Iteration 165Q: 3 clusters Score -2153090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2153097.750000 Penalty: 5067.949707
	Iteration 166Q: 3 clusters Score -2153098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2153095.500000 Penalty: 5067.949707
	Iteration 167Q: 3 clusters Score -2153096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2153104.000000 Penalty: 5067.949707
	Iteration 168Q: 3 clusters Score -2153104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2153103.750000 Penalty: 5067.949707
	Iteration 169Q: 3 clusters Score -2153104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2153104.750000 Penalty: 5067.949707
	Iteration 170Q: 3 clusters Score -2153105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2153103.250000 Penalty: 5067.949707
	Iteration 171Q: 3 clusters Score -2153103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2153106.000000 Penalty: 5067.949707
	Iteration 172Q: 3 clusters Score -2153106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2153103.250000 Penalty: 5067.949707
	Iteration 173Q: 3 clusters Score -2153103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2153102.500000 Penalty: 5067.949707
	Iteration 174Q: 3 clusters Score -2153102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2153102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2153105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2153107.250000 Penalty: 5067.949707
	Iteration 177Q: 3 clusters Score -2153107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2153110.500000 Penalty: 5067.949707
	Iteration 178Q: 3 clusters Score -2153110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2153114.000000 Penalty: 5067.949707
	Iteration 179Q: 3 clusters Score -2153114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2153116.250000 Penalty: 5067.949707
	Iteration 180F: 3 clusters Score -2153116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2153115.750000 Penalty: 5067.949707
	Iteration 181Q: 3 clusters Score -2153116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2153122.250000 Penalty: 5067.949707
	Iteration 182Q: 3 clusters Score -2153122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2153120.000000 Penalty: 5067.949707
	Iteration 183Q: 3 clusters Score -2153120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2153119.500000 Penalty: 5067.949707
	Iteration 184Q: 3 clusters Score -2153120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2153120.000000 Penalty: 5067.949707
	Iteration 185Q: 3 clusters Score -2153120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2153126.500000 Penalty: 5067.949707
	Iteration 186Q: 3 clusters Score -2153126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2153131.000000 Penalty: 5067.949707
	Iteration 187Q: 3 clusters Score -2153131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2153137.500000 Penalty: 5067.949707
	Iteration 188Q: 3 clusters Score -2153138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2153143.000000 Penalty: 5067.949707
	Iteration 189Q: 3 clusters Score -2153143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2153142.750000 Penalty: 5067.949707
	Iteration 190Q: 3 clusters Score -2153143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2153146.750000 Penalty: 5067.949707
	Iteration 191Q: 3 clusters Score -2153147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2153147.250000 Penalty: 5067.949707
	Iteration 192Q: 3 clusters Score -2153147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2153148.250000 Penalty: 5067.949707
	Iteration 193Q: 3 clusters Score -2153148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2153154.500000 Penalty: 5067.949707
	Iteration 194Q: 3 clusters Score -2153154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2153158.250000 Penalty: 5067.949707
	Iteration 195Q: 3 clusters Score -2153158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2153155.250000 Penalty: 5067.949707
	Iteration 196Q: 3 clusters Score -2153155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2153158.000000 Penalty: 5067.949707
	Iteration 197Q: 3 clusters Score -2153158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -2153165.250000 Penalty: 5067.949707
	Iteration 198Q: 3 clusters Score -2153165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2153167.500000 Penalty: 5067.949707
	Iteration 199Q: 3 clusters Score -2153168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2153168.250000 Penalty: 5067.949707
	Iteration 200F: 3 clusters Score -2153168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2153179.500000 Penalty: 5067.949707
	Iteration 201Q: 3 clusters Score -2153180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2153190.750000 Penalty: 5067.949707
	Iteration 202Q: 3 clusters Score -2153191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2153192.000000 Penalty: 5067.949707
	Iteration 203Q: 3 clusters Score -2153192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2153200.000000 Penalty: 5067.949707
	Iteration 204Q: 3 clusters Score -2153200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2153201.500000 Penalty: 5067.949707
	Iteration 205Q: 3 clusters Score -2153202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2153208.000000 Penalty: 5067.949707
	Iteration 206Q: 3 clusters Score -2153208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2153206.250000 Penalty: 5067.949707
	Iteration 207Q: 3 clusters Score -2153206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2153207.250000 Penalty: 5067.949707
	Iteration 208Q: 3 clusters Score -2153207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2153213.500000 Penalty: 5067.949707
	Iteration 209Q: 3 clusters Score -2153214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2153216.750000 Penalty: 5067.949707
	Iteration 210Q: 3 clusters Score -2153217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2153219.000000 Penalty: 5067.949707
	Iteration 211Q: 3 clusters Score -2153219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2153225.750000 Penalty: 5067.949707
	Iteration 212Q: 3 clusters Score -2153226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2153226.250000 Penalty: 5067.949707
	Iteration 213Q: 3 clusters Score -2153226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2153230.500000 Penalty: 5067.949707
	Iteration 214Q: 3 clusters Score -2153230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2153232.250000 Penalty: 5067.949707
	Iteration 215Q: 3 clusters Score -2153232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -2153235.750000 Penalty: 5067.949707
	Iteration 216Q: 3 clusters Score -2153236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2153237.250000 Penalty: 5067.949707
	Iteration 217Q: 3 clusters Score -2153237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2153240.000000 Penalty: 5067.949707
	Iteration 218Q: 3 clusters Score -2153240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2153236.750000 Penalty: 5067.949707
	Iteration 219Q: 3 clusters Score -2153237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -2153233.500000 Penalty: 5067.949707
	Iteration 220F: 3 clusters Score -2153234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2153237.750000 Penalty: 5067.949707
	Iteration 221Q: 3 clusters Score -2153238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2153239.250000 Penalty: 5067.949707
	Iteration 222Q: 3 clusters Score -2153239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2153238.500000 Penalty: 5067.949707
	Iteration 223Q: 3 clusters Score -2153238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2153236.250000 Penalty: 5067.949707
	Iteration 224Q: 3 clusters Score -2153236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2153239.500000 Penalty: 5067.949707
	Iteration 225Q: 3 clusters Score -2153240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2153240.500000 Penalty: 5067.949707
	Iteration 226Q: 3 clusters Score -2153240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2153238.500000 Penalty: 5067.949707
	Iteration 227Q: 3 clusters Score -2153238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2153239.000000 Penalty: 5067.949707
	Iteration 228Q: 3 clusters Score -2153239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2153239.000000 Penalty: 5067.949707
	Iteration 229F: 3 clusters Score -2153239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Entering Unmasked Estep 
Score: -673905.500000 Penalty: 2253.502197
	Iteration 0F: 2 clusters Score -673905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -667042.125000 Penalty: 4507.004395
	Iteration 0F: 3 clusters Score -667042.1 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -669040.750000 Penalty: 4507.004395
	Iteration 1F: 3 clusters Score -669040.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -669353.625000 Penalty: 4507.004395
	Iteration 2F: 3 clusters Score -669353.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -669583.375000 Penalty: 4507.004395
	Iteration 3F: 3 clusters Score -669583.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -669736.625000 Penalty: 4507.004395
	Iteration 4Q: 3 clusters Score -669736.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -669877.375000 Penalty: 4507.004395
	Iteration 5Q: 3 clusters Score -669877.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -669977.687500 Penalty: 4507.004395
	Iteration 6Q: 3 clusters Score -669977.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -670076.687500 Penalty: 4507.004395
	Iteration 7Q: 3 clusters Score -670076.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -670204.562500 Penalty: 4507.004395
	Iteration 8Q: 3 clusters Score -670204.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -670346.375000 Penalty: 4507.004395
	Iteration 9Q: 3 clusters Score -670346.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -670498.750000 Penalty: 4507.004395
	Iteration 10Q: 3 clusters Score -670498.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -670687.375000 Penalty: 4507.004395
	Iteration 11Q: 3 clusters Score -670687.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -670881.687500 Penalty: 4507.004395
	Iteration 12Q: 3 clusters Score -670881.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -671086.187500 Penalty: 4507.004395
	Iteration 13Q: 3 clusters Score -671086.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -671275.437500 Penalty: 4507.004395
	Iteration 14Q: 3 clusters Score -671275.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -671428.000000 Penalty: 4507.004395
	Iteration 15Q: 3 clusters Score -671428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -671563.250000 Penalty: 4507.004395
	Iteration 16Q: 3 clusters Score -671563.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -671666.812500 Penalty: 4507.004395
	Iteration 17Q: 3 clusters Score -671666.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -671736.500000 Penalty: 4507.004395
	Iteration 18Q: 3 clusters Score -671736.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -671786.562500 Penalty: 4507.004395
	Iteration 19Q: 3 clusters Score -671786.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -671831.687500 Penalty: 4507.004395
	Iteration 20F: 3 clusters Score -671831.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -671865.562500 Penalty: 4507.004395
	Iteration 21Q: 3 clusters Score -671865.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -671889.687500 Penalty: 4507.004395
	Iteration 22Q: 3 clusters Score -671889.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -671912.125000 Penalty: 4507.004395
	Iteration 23Q: 3 clusters Score -671912.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -671937.250000 Penalty: 4507.004395
	Iteration 24Q: 3 clusters Score -671937.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -671959.062500 Penalty: 4507.004395
	Iteration 25Q: 3 clusters Score -671959.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -671983.750000 Penalty: 4507.004395
	Iteration 26Q: 3 clusters Score -671983.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -672006.812500 Penalty: 4507.004395
	Iteration 27Q: 3 clusters Score -672006.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -672033.187500 Penalty: 4507.004395
	Iteration 28Q: 3 clusters Score -672033.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -672055.125000 Penalty: 4507.004395
	Iteration 29Q: 3 clusters Score -672055.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -672068.250000 Penalty: 4507.004395
	Iteration 30Q: 3 clusters Score -672068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -672075.187500 Penalty: 4507.004395
	Iteration 31Q: 3 clusters Score -672075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -672081.500000 Penalty: 4507.004395
	Iteration 32Q: 3 clusters Score -672081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -672084.500000 Penalty: 4507.004395
	Iteration 33Q: 3 clusters Score -672084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -672088.000000 Penalty: 4507.004395
	Iteration 34Q: 3 clusters Score -672088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -672098.562500 Penalty: 4507.004395
	Iteration 35Q: 3 clusters Score -672098.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -672107.125000 Penalty: 4507.004395
	Iteration 36Q: 3 clusters Score -672107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -672110.750000 Penalty: 4507.004395
	Iteration 37Q: 3 clusters Score -672110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -672114.812500 Penalty: 4507.004395
	Iteration 38Q: 3 clusters Score -672114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -672118.437500 Penalty: 4507.004395
	Iteration 39Q: 3 clusters Score -672118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -672122.250000 Penalty: 4507.004395
	Iteration 40F: 3 clusters Score -672122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -672127.125000 Penalty: 4507.004395
	Iteration 41Q: 3 clusters Score -672127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -672127.187500 Penalty: 4507.004395
	Iteration 42Q: 3 clusters Score -672127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -672126.250000 Penalty: 4507.004395
	Iteration 43Q: 3 clusters Score -672126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -672127.125000 Penalty: 4507.004395
	Iteration 44Q: 3 clusters Score -672127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -672127.125000 Penalty: 4507.004395
	Iteration 45F: 3 clusters Score -672127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -201460.546875 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -201460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -198111.640625 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -198111.6 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -199233.984375 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -199234 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -200071.062500 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -200071.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -200712.453125 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -200712.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -201069.328125 Penalty: 4015.114502
	Iteration 4F: 3 clusters Score -201069.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -201266.687500 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -201266.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -201384.750000 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -201384.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -201474.171875 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -201474.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201539.359375 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -201539.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201582.109375 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -201582.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -201615.953125 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -201616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -201642.968750 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -201643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -201661.171875 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -201661.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -201677.406250 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -201677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -201689.828125 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -201689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -201696.343750 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -201696.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -201703.406250 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -201703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -201706.953125 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -201707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201709.250000 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -201709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201710.281250 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -201710.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -201716.296875 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -201716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -201722.921875 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -201722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -201724.234375 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -201724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201725.687500 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -201725.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -201727.375000 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -201727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -201730.218750 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -201730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -201730.843750 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -201730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -201730.843750 Penalty: 4015.114502
	Iteration 27F: 3 clusters Score -201730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96531 members 
Mstep: Class 8 contains 15922 members 
Mstep: Class 9 contains 844294 members 
Mstep: Class 10 contains 34500 members 
Mstep: Class 11 contains 259263 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35115 members 
Mstep: Class 16 contains 26684 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 40373 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161801 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 1955 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34463 members 
Mstep: Class 33 contains 1323 members 
Entering Unmasked Estep 
Score: -142804992.000000 Penalty: 117974.585938
Splitting cluster 28 changes total score from -142806160.000000 to -142804992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -85228.375000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -85228.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83193.234375 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -83193.23 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -83550.851562 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -83550.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -83661.382812 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -83661.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -83738.632812 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -83738.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -83791.656250 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -83791.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -83832.304688 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -83832.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -83861.625000 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -83861.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83873.632812 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -83873.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -83879.101562 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -83879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -83884.117188 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -83884.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -83884.117188 Penalty: 3497.290771
	Iteration 10F: 3 clusters Score -83884.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -414039.593750 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -414039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -409203.187500 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -409203.2 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -410450.406250 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -410450.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -410722.593750 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -410722.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -410878.406250 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -410878.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -410988.812500 Penalty: 4267.544922
	Iteration 4Q: 3 clusters Score -410988.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -411086.062500 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -411086.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -411158.281250 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -411158.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -411224.250000 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -411224.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -411304.406250 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -411304.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -411398.625000 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -411398.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -411530.906250 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -411530.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -411735.718750 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -411735.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -411989.656250 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -411989.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -412242.343750 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -412242.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -412479.156250 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -412479.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -412668.937500 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -412668.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -412795.187500 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -412795.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -412922.781250 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -412922.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -413042.718750 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -413042.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -413130.375000 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -413130.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413177.718750 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -413177.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -413207.625000 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -413207.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -413228.500000 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -413228.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -413246.718750 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -413246.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -413262.468750 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -413262.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413277.687500 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -413277.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -413299.937500 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -413299.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -413334.750000 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -413334.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -413379.218750 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -413379.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -413435.718750 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -413435.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -413463.968750 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -413464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -413482.187500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -413482.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -413487.125000 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -413487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -413492.062500 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -413492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -413496.375000 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -413496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -413498.500000 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -413498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -413499.656250 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -413499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -413502.093750 Penalty: 4267.544922
	Iteration 37Q: 3 clusters Score -413502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -413501.125000 Penalty: 4267.544922
	Iteration 38Q: 3 clusters Score -413501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -413502.875000 Penalty: 4267.544922
	Iteration 39Q: 3 clusters Score -413502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -413503.312500 Penalty: 4267.544922
	Iteration 40F: 3 clusters Score -413503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -268769.000000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -268769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -265182.812500 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -265182.8 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -265959.843750 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -265959.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -266190.500000 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -266190.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -266379.406250 Penalty: 4041.629150
	Iteration 3F: 3 clusters Score -266379.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -266537.156250 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -266537.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -266646.625000 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -266646.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -266713.718750 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -266713.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -266762.406250 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -266762.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -266794.875000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -266794.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266822.781250 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -266822.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -266852.718750 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -266852.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -266886.718750 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -266886.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -266908.656250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -266908.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -266925.843750 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -266925.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -266939.718750 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -266939.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -266952.281250 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -266952.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -266960.343750 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -266960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -266967.031250 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -266967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -266975.031250 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -266975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -266985.593750 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -266985.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -266997.375000 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -266997.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -267011.343750 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -267011.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267018.968750 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -267019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -267023.937500 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -267023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -267028.250000 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -267028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -267032.218750 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -267032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -267035.343750 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -267035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -267036.812500 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -267036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -267037.343750 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -267037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -267038.187500 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -267038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -267038.468750 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -267038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -267039.343750 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -267039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -267039.875000 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -267039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -267040.500000 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -267040.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -267040.500000 Penalty: 4041.629150
	Iteration 34F: 3 clusters Score -267040.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Entering Unmasked Estep 
Score: -2855929.000000 Penalty: 2591.015137
	Iteration 0F: 2 clusters Score -2855929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2832353.500000 Penalty: 5182.030273
	Iteration 0F: 3 clusters Score -2832354 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2840907.000000 Penalty: 5182.030273
	Iteration 1F: 3 clusters Score -2840907 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2841393.000000 Penalty: 5182.030273
	Iteration 2Q: 3 clusters Score -2841393 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2842056.500000 Penalty: 5182.030273
	Iteration 3Q: 3 clusters Score -2842056 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2842900.000000 Penalty: 5182.030273
	Iteration 4Q: 3 clusters Score -2842900 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2843969.750000 Penalty: 5182.030273
	Iteration 5F: 3 clusters Score -2843970 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2845426.000000 Penalty: 5182.030273
	Iteration 6F: 3 clusters Score -2845426 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2847114.250000 Penalty: 5182.030273
	Iteration 7F: 3 clusters Score -2847114 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2848970.750000 Penalty: 5182.030273
	Iteration 8F: 3 clusters Score -2848971 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2850693.250000 Penalty: 5182.030273
	Iteration 9F: 3 clusters Score -2850693 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2851958.000000 Penalty: 5182.030273
	Iteration 10Q: 3 clusters Score -2851958 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2852714.000000 Penalty: 5182.030273
	Iteration 11Q: 3 clusters Score -2852714 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2853118.750000 Penalty: 5182.030273
	Iteration 12Q: 3 clusters Score -2853119 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2853348.750000 Penalty: 5182.030273
	Iteration 13Q: 3 clusters Score -2853349 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2853489.250000 Penalty: 5182.030273
	Iteration 14Q: 3 clusters Score -2853489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2853557.000000 Penalty: 5182.030273
	Iteration 15Q: 3 clusters Score -2853557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2853591.750000 Penalty: 5182.030273
	Iteration 16Q: 3 clusters Score -2853592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2853621.500000 Penalty: 5182.030273
	Iteration 17Q: 3 clusters Score -2853622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2853633.500000 Penalty: 5182.030273
	Iteration 18Q: 3 clusters Score -2853634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2853646.250000 Penalty: 5182.030273
	Iteration 19Q: 3 clusters Score -2853646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2853658.000000 Penalty: 5182.030273
	Iteration 20F: 3 clusters Score -2853658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2853663.000000 Penalty: 5182.030273
	Iteration 21Q: 3 clusters Score -2853663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2853684.500000 Penalty: 5182.030273
	Iteration 22Q: 3 clusters Score -2853684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2853695.750000 Penalty: 5182.030273
	Iteration 23Q: 3 clusters Score -2853696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2853720.250000 Penalty: 5182.030273
	Iteration 24Q: 3 clusters Score -2853720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2853734.000000 Penalty: 5182.030273
	Iteration 25Q: 3 clusters Score -2853734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2853740.500000 Penalty: 5182.030273
	Iteration 26Q: 3 clusters Score -2853740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2853747.750000 Penalty: 5182.030273
	Iteration 27Q: 3 clusters Score -2853748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2853750.750000 Penalty: 5182.030273
	Iteration 28Q: 3 clusters Score -2853751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2853757.250000 Penalty: 5182.030273
	Iteration 29Q: 3 clusters Score -2853757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2853761.250000 Penalty: 5182.030273
	Iteration 30Q: 3 clusters Score -2853761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2853763.000000 Penalty: 5182.030273
	Iteration 31Q: 3 clusters Score -2853763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2853766.500000 Penalty: 5182.030273
	Iteration 32Q: 3 clusters Score -2853766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2853767.500000 Penalty: 5182.030273
	Iteration 33Q: 3 clusters Score -2853768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2853767.500000 Penalty: 5182.030273
	Iteration 34F: 3 clusters Score -2853768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96531 members 
Mstep: Class 8 contains 15922 members 
Mstep: Class 9 contains 844294 members 
Mstep: Class 10 contains 34500 members 
Mstep: Class 11 contains 259263 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35115 members 
Mstep: Class 16 contains 26684 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 40373 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161801 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 319Q: 33 clusters Score -1.428061e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96534 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844291 members 
Mstep: Class 10 contains 34500 members 
Mstep: Class 11 contains 259260 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50439 members 
Mstep: Class 19 contains 40369 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161802 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 320F: 33 clusters Score -1.428062e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96534 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844288 members 
Mstep: Class 10 contains 34501 members 
Mstep: Class 11 contains 259261 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50441 members 
Mstep: Class 19 contains 40366 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161804 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806224.000000 Penalty: 114399.593750
Iteration 321Q: 33 clusters Score -1.428062e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96534 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844284 members 
Mstep: Class 10 contains 34502 members 
Mstep: Class 11 contains 259261 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26688 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50443 members 
Mstep: Class 19 contains 40366 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161805 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 322Q: 33 clusters Score -1.428062e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96534 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844283 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259258 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26691 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50444 members 
Mstep: Class 19 contains 40365 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161805 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 323Q: 33 clusters Score -1.428062e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96534 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844279 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259258 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26695 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50444 members 
Mstep: Class 19 contains 40364 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161805 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 324Q: 33 clusters Score -1.428062e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96534 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844278 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259255 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26702 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50445 members 
Mstep: Class 19 contains 40361 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161805 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806224.000000 Penalty: 114399.593750
Iteration 325Q: 33 clusters Score -1.428062e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844278 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259251 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26708 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50445 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161806 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 326Q: 33 clusters Score -1.428062e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844276 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259251 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26710 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50446 members 
Mstep: Class 19 contains 40358 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161806 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 327Q: 33 clusters Score -1.428062e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844274 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259251 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26712 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50446 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161806 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 328Q: 33 clusters Score -1.428061e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844273 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259251 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26713 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50446 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161806 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 329Q: 33 clusters Score -1.428062e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844273 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259248 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26717 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50446 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161805 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 330Q: 33 clusters Score -1.428062e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844272 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259242 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50446 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161807 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 331Q: 33 clusters Score -1.428062e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844271 members 
Mstep: Class 10 contains 34504 members 
Mstep: Class 11 contains 259234 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26727 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50448 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161809 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806224.000000 Penalty: 114399.593750
Iteration 332Q: 33 clusters Score -1.428062e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96533 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844271 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259229 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26730 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50449 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161809 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 333Q: 33 clusters Score -1.428061e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96535 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844270 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259224 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35114 members 
Mstep: Class 16 contains 26733 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50450 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161810 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 334Q: 33 clusters Score -1.428061e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96536 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844271 members 
Mstep: Class 10 contains 34506 members 
Mstep: Class 11 contains 259220 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35113 members 
Mstep: Class 16 contains 26734 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50451 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161810 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27382 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806048.000000 Penalty: 114399.593750
Iteration 335Q: 33 clusters Score -1.42806e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96536 members 
Mstep: Class 8 contains 15923 members 
Mstep: Class 9 contains 844272 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259215 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21184 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35113 members 
Mstep: Class 16 contains 26738 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161810 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27383 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 114399.593750
Iteration 336Q: 33 clusters Score -1.428061e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96536 members 
Mstep: Class 8 contains 15922 members 
Mstep: Class 9 contains 844271 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259211 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35113 members 
Mstep: Class 16 contains 26743 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161810 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27385 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 114399.593750
Iteration 337Q: 33 clusters Score -1.428061e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96536 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844271 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259204 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35111 members 
Mstep: Class 16 contains 26750 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161811 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27388 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 114399.593750
Iteration 338Q: 33 clusters Score -1.428061e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29042 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96535 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844270 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259197 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35110 members 
Mstep: Class 16 contains 26756 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161812 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27390 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 114399.593750
Iteration 339Q: 33 clusters Score -1.428061e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96535 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844269 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259191 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35109 members 
Mstep: Class 16 contains 26761 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161813 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27390 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 114399.593750
Iteration 340F: 33 clusters Score -1.428061e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29044 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19273 members 
Mstep: Class 7 contains 96536 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844271 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259184 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35109 members 
Mstep: Class 16 contains 26763 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50452 members 
Mstep: Class 19 contains 40359 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161813 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27388 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 341Q: 33 clusters Score -1.428061e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96537 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844269 members 
Mstep: Class 10 contains 34506 members 
Mstep: Class 11 contains 259179 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35109 members 
Mstep: Class 16 contains 26765 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50453 members 
Mstep: Class 19 contains 40358 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18775 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161813 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27389 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 342Q: 33 clusters Score -1.428062e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17552 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96537 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844267 members 
Mstep: Class 10 contains 34506 members 
Mstep: Class 11 contains 259176 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35106 members 
Mstep: Class 16 contains 26767 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50455 members 
Mstep: Class 19 contains 40356 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18774 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161813 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27392 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 343Q: 33 clusters Score -1.428062e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96537 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844267 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259172 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35101 members 
Mstep: Class 16 contains 26770 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50456 members 
Mstep: Class 19 contains 40352 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18773 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161815 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27397 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 344Q: 33 clusters Score -1.428062e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29044 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19274 members 
Mstep: Class 7 contains 96538 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34505 members 
Mstep: Class 11 contains 259169 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35099 members 
Mstep: Class 16 contains 26775 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40350 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18773 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161816 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27401 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806240.000000 Penalty: 114399.593750
Iteration 345Q: 33 clusters Score -1.428062e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19275 members 
Mstep: Class 7 contains 96538 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844263 members 
Mstep: Class 10 contains 34504 members 
Mstep: Class 11 contains 259166 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21181 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35093 members 
Mstep: Class 16 contains 26778 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18772 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161816 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27406 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 346Q: 33 clusters Score -1.428061e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96540 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844260 members 
Mstep: Class 10 contains 34504 members 
Mstep: Class 11 contains 259163 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21182 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35090 members 
Mstep: Class 16 contains 26782 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18771 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161817 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27407 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806080.000000 Penalty: 114399.593750
Iteration 347Q: 33 clusters Score -1.428061e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259157 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35089 members 
Mstep: Class 16 contains 26786 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18771 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161819 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27410 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 348Q: 33 clusters Score -1.428061e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259155 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18770 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161818 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27412 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806112.000000 Penalty: 114399.593750
Iteration 349Q: 33 clusters Score -1.428061e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259154 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18769 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161818 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27413 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806176.000000 Penalty: 114399.593750
Iteration 350Q: 33 clusters Score -1.428062e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15920 members 
Mstep: Class 9 contains 844259 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259152 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35089 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161819 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806096.000000 Penalty: 114399.593750
Iteration 351Q: 33 clusters Score -1.428061e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844259 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259153 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161818 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 352Q: 33 clusters Score -1.428061e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15922 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259153 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161818 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8837 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 353Q: 33 clusters Score -1.428062e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15922 members 
Mstep: Class 9 contains 844260 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259152 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161818 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806160.000000 Penalty: 114399.593750
Iteration 354Q: 33 clusters Score -1.428062e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 844262 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259150 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161819 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806176.000000 Penalty: 114399.593750
Iteration 355Q: 33 clusters Score -1.428062e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19276 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15920 members 
Mstep: Class 9 contains 844264 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259150 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161818 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806192.000000 Penalty: 114399.593750
Iteration 356Q: 33 clusters Score -1.428062e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 844264 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259152 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26787 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40348 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161817 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27414 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806176.000000 Penalty: 114399.593750
Iteration 357Q: 33 clusters Score -1.428062e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844263 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259152 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26788 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50457 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161819 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 358Q: 33 clusters Score -1.428061e+08 nChanged 4
Entering ConstructFrom: 
Score: -142806144.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -313119.656250 Penalty: 2063.531494
	Iteration 0F: 2 clusters Score -313119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -309198.218750 Penalty: 4127.062988
	Iteration 0F: 3 clusters Score -309198.2 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -310174.687500 Penalty: 4127.062988
	Iteration 1F: 3 clusters Score -310174.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -310405.156250 Penalty: 4127.062988
	Iteration 2F: 3 clusters Score -310405.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -310546.062500 Penalty: 4127.062988
	Iteration 3F: 3 clusters Score -310546.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -310669.718750 Penalty: 4127.062988
	Iteration 4Q: 3 clusters Score -310669.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -310784.781250 Penalty: 4127.062988
	Iteration 5Q: 3 clusters Score -310784.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -310873.156250 Penalty: 4127.062988
	Iteration 6Q: 3 clusters Score -310873.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -310935.156250 Penalty: 4127.062988
	Iteration 7Q: 3 clusters Score -310935.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -310997.000000 Penalty: 4127.062988
	Iteration 8Q: 3 clusters Score -310997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -311055.406250 Penalty: 4127.062988
	Iteration 9Q: 3 clusters Score -311055.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -311113.968750 Penalty: 4127.062988
	Iteration 10Q: 3 clusters Score -311114 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -311173.843750 Penalty: 4127.062988
	Iteration 11Q: 3 clusters Score -311173.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -311224.562500 Penalty: 4127.062988
	Iteration 12Q: 3 clusters Score -311224.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -311261.718750 Penalty: 4127.062988
	Iteration 13Q: 3 clusters Score -311261.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -311295.125000 Penalty: 4127.062988
	Iteration 14Q: 3 clusters Score -311295.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -311319.031250 Penalty: 4127.062988
	Iteration 15Q: 3 clusters Score -311319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -311340.281250 Penalty: 4127.062988
	Iteration 16Q: 3 clusters Score -311340.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -311354.718750 Penalty: 4127.062988
	Iteration 17Q: 3 clusters Score -311354.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -311366.843750 Penalty: 4127.062988
	Iteration 18Q: 3 clusters Score -311366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -311377.781250 Penalty: 4127.062988
	Iteration 19Q: 3 clusters Score -311377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -311387.312500 Penalty: 4127.062988
	Iteration 20F: 3 clusters Score -311387.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -311395.125000 Penalty: 4127.062988
	Iteration 21Q: 3 clusters Score -311395.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -311400.687500 Penalty: 4127.062988
	Iteration 22Q: 3 clusters Score -311400.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -311408.906250 Penalty: 4127.062988
	Iteration 23Q: 3 clusters Score -311408.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -311415.187500 Penalty: 4127.062988
	Iteration 24Q: 3 clusters Score -311415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -311424.531250 Penalty: 4127.062988
	Iteration 25Q: 3 clusters Score -311424.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -311436.093750 Penalty: 4127.062988
	Iteration 26Q: 3 clusters Score -311436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -311443.812500 Penalty: 4127.062988
	Iteration 27Q: 3 clusters Score -311443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -311448.656250 Penalty: 4127.062988
	Iteration 28Q: 3 clusters Score -311448.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -311455.250000 Penalty: 4127.062988
	Iteration 29Q: 3 clusters Score -311455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -311459.312500 Penalty: 4127.062988
	Iteration 30Q: 3 clusters Score -311459.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -311462.562500 Penalty: 4127.062988
	Iteration 31Q: 3 clusters Score -311462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -311466.843750 Penalty: 4127.062988
	Iteration 32Q: 3 clusters Score -311466.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -311472.125000 Penalty: 4127.062988
	Iteration 33Q: 3 clusters Score -311472.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -311476.125000 Penalty: 4127.062988
	Iteration 34Q: 3 clusters Score -311476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -311482.062500 Penalty: 4127.062988
	Iteration 35Q: 3 clusters Score -311482.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -311486.093750 Penalty: 4127.062988
	Iteration 36Q: 3 clusters Score -311486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -311490.718750 Penalty: 4127.062988
	Iteration 37Q: 3 clusters Score -311490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -311492.968750 Penalty: 4127.062988
	Iteration 38Q: 3 clusters Score -311493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -311497.562500 Penalty: 4127.062988
	Iteration 39Q: 3 clusters Score -311497.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -311502.531250 Penalty: 4127.062988
	Iteration 40F: 3 clusters Score -311502.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -311505.406250 Penalty: 4127.062988
	Iteration 41Q: 3 clusters Score -311505.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -311510.187500 Penalty: 4127.062988
	Iteration 42Q: 3 clusters Score -311510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -311515.437500 Penalty: 4127.062988
	Iteration 43Q: 3 clusters Score -311515.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -311522.406250 Penalty: 4127.062988
	Iteration 44Q: 3 clusters Score -311522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -311532.593750 Penalty: 4127.062988
	Iteration 45Q: 3 clusters Score -311532.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -311541.000000 Penalty: 4127.062988
	Iteration 46Q: 3 clusters Score -311541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -311552.312500 Penalty: 4127.062988
	Iteration 47Q: 3 clusters Score -311552.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -311560.031250 Penalty: 4127.062988
	Iteration 48Q: 3 clusters Score -311560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -311569.500000 Penalty: 4127.062988
	Iteration 49Q: 3 clusters Score -311569.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -311581.843750 Penalty: 4127.062988
	Iteration 50Q: 3 clusters Score -311581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -311596.062500 Penalty: 4127.062988
	Iteration 51Q: 3 clusters Score -311596.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -311613.156250 Penalty: 4127.062988
	Iteration 52Q: 3 clusters Score -311613.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -311622.187500 Penalty: 4127.062988
	Iteration 53Q: 3 clusters Score -311622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -311626.500000 Penalty: 4127.062988
	Iteration 54Q: 3 clusters Score -311626.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -311630.687500 Penalty: 4127.062988
	Iteration 55Q: 3 clusters Score -311630.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -311634.250000 Penalty: 4127.062988
	Iteration 56Q: 3 clusters Score -311634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -311638.406250 Penalty: 4127.062988
	Iteration 57Q: 3 clusters Score -311638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -311639.906250 Penalty: 4127.062988
	Iteration 58Q: 3 clusters Score -311639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -311639.906250 Penalty: 4127.062988
	Iteration 59F: 3 clusters Score -311639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Entering Unmasked Estep 
Score: -2254317.250000 Penalty: 2548.580322
	Iteration 0F: 2 clusters Score -2254317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2234432.250000 Penalty: 5097.160645
	Iteration 0F: 3 clusters Score -2234432 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2241438.500000 Penalty: 5097.160645
	Iteration 1F: 3 clusters Score -2241438 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2241972.250000 Penalty: 5097.160645
	Iteration 2F: 3 clusters Score -2241972 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2242505.500000 Penalty: 5097.160645
	Iteration 3Q: 3 clusters Score -2242506 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2243055.000000 Penalty: 5097.160645
	Iteration 4Q: 3 clusters Score -2243055 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2243759.000000 Penalty: 5097.160645
	Iteration 5F: 3 clusters Score -2243759 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2244669.500000 Penalty: 5097.160645
	Iteration 6F: 3 clusters Score -2244670 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2245936.750000 Penalty: 5097.160645
	Iteration 7F: 3 clusters Score -2245937 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2247373.250000 Penalty: 5097.160645
	Iteration 8F: 3 clusters Score -2247373 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2248898.250000 Penalty: 5097.160645
	Iteration 9F: 3 clusters Score -2248898 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2250144.500000 Penalty: 5097.160645
	Iteration 10Q: 3 clusters Score -2250144 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -2251107.000000 Penalty: 5097.160645
	Iteration 11Q: 3 clusters Score -2251107 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -2251672.250000 Penalty: 5097.160645
	Iteration 12Q: 3 clusters Score -2251672 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2251943.500000 Penalty: 5097.160645
	Iteration 13Q: 3 clusters Score -2251944 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -2252066.500000 Penalty: 5097.160645
	Iteration 14Q: 3 clusters Score -2252066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -2252139.250000 Penalty: 5097.160645
	Iteration 15Q: 3 clusters Score -2252139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -2252164.250000 Penalty: 5097.160645
	Iteration 16Q: 3 clusters Score -2252164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -2252183.000000 Penalty: 5097.160645
	Iteration 17Q: 3 clusters Score -2252183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -2252188.000000 Penalty: 5097.160645
	Iteration 18Q: 3 clusters Score -2252188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -2252189.750000 Penalty: 5097.160645
	Iteration 19Q: 3 clusters Score -2252190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -2252200.750000 Penalty: 5097.160645
	Iteration 20F: 3 clusters Score -2252201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2252205.500000 Penalty: 5097.160645
	Iteration 21Q: 3 clusters Score -2252206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -2252215.250000 Penalty: 5097.160645
	Iteration 22Q: 3 clusters Score -2252215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -2252226.750000 Penalty: 5097.160645
	Iteration 23Q: 3 clusters Score -2252227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -2252230.750000 Penalty: 5097.160645
	Iteration 24Q: 3 clusters Score -2252231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -2252235.500000 Penalty: 5097.160645
	Iteration 25Q: 3 clusters Score -2252236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -2252237.250000 Penalty: 5097.160645
	Iteration 26Q: 3 clusters Score -2252237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2252243.000000 Penalty: 5097.160645
	Iteration 27Q: 3 clusters Score -2252243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -2252246.000000 Penalty: 5097.160645
	Iteration 28Q: 3 clusters Score -2252246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -2252246.000000 Penalty: 5097.160645
	Iteration 29Q: 3 clusters Score -2252246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -2252249.500000 Penalty: 5097.160645
	Iteration 30Q: 3 clusters Score -2252250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2252248.000000 Penalty: 5097.160645
	Iteration 31Q: 3 clusters Score -2252248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -2252249.500000 Penalty: 5097.160645
	Iteration 32Q: 3 clusters Score -2252250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -2252249.500000 Penalty: 5097.160645
	Iteration 33F: 3 clusters Score -2252250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Entering Unmasked Estep 
Score: -1454843.375000 Penalty: 2423.741455
	Iteration 0F: 2 clusters Score -1454843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1442409.250000 Penalty: 4847.482910
	Iteration 0F: 3 clusters Score -1442409 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1446395.000000 Penalty: 4847.482910
	Iteration 1F: 3 clusters Score -1446395 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1446735.500000 Penalty: 4847.482910
	Iteration 2F: 3 clusters Score -1446736 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1446986.250000 Penalty: 4847.482910
	Iteration 3Q: 3 clusters Score -1446986 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1447183.875000 Penalty: 4847.482910
	Iteration 4Q: 3 clusters Score -1447184 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1447360.875000 Penalty: 4847.482910
	Iteration 5Q: 3 clusters Score -1447361 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1447539.500000 Penalty: 4847.482910
	Iteration 6Q: 3 clusters Score -1447540 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1447741.125000 Penalty: 4847.482910
	Iteration 7Q: 3 clusters Score -1447741 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1447941.875000 Penalty: 4847.482910
	Iteration 8Q: 3 clusters Score -1447942 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1448164.500000 Penalty: 4847.482910
	Iteration 9Q: 3 clusters Score -1448164 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1448447.875000 Penalty: 4847.482910
	Iteration 10Q: 3 clusters Score -1448448 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1448814.375000 Penalty: 4847.482910
	Iteration 11Q: 3 clusters Score -1448814 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1449314.250000 Penalty: 4847.482910
	Iteration 12Q: 3 clusters Score -1449314 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1449914.625000 Penalty: 4847.482910
	Iteration 13Q: 3 clusters Score -1449915 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1450547.875000 Penalty: 4847.482910
	Iteration 14F: 3 clusters Score -1450548 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1451170.500000 Penalty: 4847.482910
	Iteration 15Q: 3 clusters Score -1451170 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1451667.875000 Penalty: 4847.482910
	Iteration 16Q: 3 clusters Score -1451668 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1452041.375000 Penalty: 4847.482910
	Iteration 17Q: 3 clusters Score -1452041 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1452326.625000 Penalty: 4847.482910
	Iteration 18Q: 3 clusters Score -1452327 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1452511.750000 Penalty: 4847.482910
	Iteration 19Q: 3 clusters Score -1452512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1452629.375000 Penalty: 4847.482910
	Iteration 20F: 3 clusters Score -1452629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1452697.125000 Penalty: 4847.482910
	Iteration 21Q: 3 clusters Score -1452697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1452765.000000 Penalty: 4847.482910
	Iteration 22Q: 3 clusters Score -1452765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1452806.375000 Penalty: 4847.482910
	Iteration 23Q: 3 clusters Score -1452806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1452822.625000 Penalty: 4847.482910
	Iteration 24Q: 3 clusters Score -1452823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1452836.875000 Penalty: 4847.482910
	Iteration 25Q: 3 clusters Score -1452837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1452848.500000 Penalty: 4847.482910
	Iteration 26Q: 3 clusters Score -1452848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1452856.250000 Penalty: 4847.482910
	Iteration 27Q: 3 clusters Score -1452856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1452861.000000 Penalty: 4847.482910
	Iteration 28Q: 3 clusters Score -1452861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1452871.125000 Penalty: 4847.482910
	Iteration 29Q: 3 clusters Score -1452871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1452871.250000 Penalty: 4847.482910
	Iteration 30Q: 3 clusters Score -1452871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1452872.875000 Penalty: 4847.482910
	Iteration 31Q: 3 clusters Score -1452873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1452872.625000 Penalty: 4847.482910
	Iteration 32Q: 3 clusters Score -1452873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1452872.750000 Penalty: 4847.482910
	Iteration 33Q: 3 clusters Score -1452873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1452873.750000 Penalty: 4847.482910
	Iteration 34Q: 3 clusters Score -1452874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -1452876.125000 Penalty: 4847.482910
	Iteration 35Q: 3 clusters Score -1452876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1452875.750000 Penalty: 4847.482910
	Iteration 36Q: 3 clusters Score -1452876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1452876.125000 Penalty: 4847.482910
	Iteration 37Q: 3 clusters Score -1452876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1452876.125000 Penalty: 4847.482910
	Iteration 38F: 3 clusters Score -1452876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -349015.968750 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -349016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -344792.593750 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -344792.6 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -345760.250000 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -345760.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -345987.875000 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -345987.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -346145.062500 Penalty: 4172.379395
	Iteration 3Q: 3 clusters Score -346145.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -346310.093750 Penalty: 4172.379395
	Iteration 4Q: 3 clusters Score -346310.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -346522.531250 Penalty: 4172.379395
	Iteration 5Q: 3 clusters Score -346522.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -346747.906250 Penalty: 4172.379395
	Iteration 6F: 3 clusters Score -346747.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -346978.812500 Penalty: 4172.379395
	Iteration 7F: 3 clusters Score -346978.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -347149.906250 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -347149.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -347311.812500 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -347311.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -347458.000000 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -347458 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -347602.250000 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -347602.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -347730.187500 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -347730.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -347841.031250 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -347841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -347921.500000 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -347921.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -347990.250000 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -347990.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -348051.781250 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -348051.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -348105.812500 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -348105.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -348156.125000 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -348156.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -348191.187500 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -348191.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -348220.687500 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -348220.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -348240.218750 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -348240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -348256.781250 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -348256.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -348263.531250 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -348263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -348270.218750 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -348270.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -348277.125000 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -348277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -348283.000000 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -348283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -348288.312500 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -348288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -348290.031250 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -348290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -348293.031250 Penalty: 4172.379395
	Iteration 29Q: 3 clusters Score -348293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -348294.781250 Penalty: 4172.379395
	Iteration 30Q: 3 clusters Score -348294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -348295.843750 Penalty: 4172.379395
	Iteration 31Q: 3 clusters Score -348295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -348296.093750 Penalty: 4172.379395
	Iteration 32Q: 3 clusters Score -348296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -348296.906250 Penalty: 4172.379395
	Iteration 33Q: 3 clusters Score -348296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -348298.000000 Penalty: 4172.379395
	Iteration 34Q: 3 clusters Score -348298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -348298.000000 Penalty: 4172.379395
	Iteration 35F: 3 clusters Score -348298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -519271.500000 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -519271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -513821.093750 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -513821.1 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -515223.875000 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -515223.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -515505.875000 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -515505.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -515723.437500 Penalty: 4357.172363
	Iteration 3F: 3 clusters Score -515723.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -515968.312500 Penalty: 4357.172363
	Iteration 4F: 3 clusters Score -515968.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -516246.500000 Penalty: 4357.172363
	Iteration 5F: 3 clusters Score -516246.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -516542.968750 Penalty: 4357.172363
	Iteration 6F: 3 clusters Score -516543 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -516872.000000 Penalty: 4357.172363
	Iteration 7F: 3 clusters Score -516872 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -517221.406250 Penalty: 4357.172363
	Iteration 8F: 3 clusters Score -517221.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -517523.656250 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -517523.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -517711.531250 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -517711.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -517829.031250 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -517829 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -517884.562500 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -517884.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -517914.156250 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -517914.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -517940.187500 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -517940.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -517959.218750 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -517959.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -517984.343750 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -517984.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -518003.843750 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -518003.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -518017.218750 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -518017.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -518023.593750 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -518023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -518028.750000 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -518028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -518032.468750 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -518032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -518035.500000 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -518035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -518037.375000 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -518037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -518040.593750 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -518040.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -518041.218750 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -518041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -518041.906250 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -518041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -518041.906250 Penalty: 4357.172363
	Iteration 27F: 3 clusters Score -518041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Entering Unmasked Estep 
Score: -1341594.875000 Penalty: 2446.933594
	Iteration 0F: 2 clusters Score -1341595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1327872.875000 Penalty: 4893.867188
	Iteration 0F: 3 clusters Score -1327873 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1332776.250000 Penalty: 4893.867188
	Iteration 1F: 3 clusters Score -1332776 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1333387.250000 Penalty: 4893.867188
	Iteration 2F: 3 clusters Score -1333387 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1334012.125000 Penalty: 4893.867188
	Iteration 3F: 3 clusters Score -1334012 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1334647.375000 Penalty: 4893.867188
	Iteration 4F: 3 clusters Score -1334647 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1335307.625000 Penalty: 4893.867188
	Iteration 5F: 3 clusters Score -1335308 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1335996.750000 Penalty: 4893.867188
	Iteration 6F: 3 clusters Score -1335997 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1336741.625000 Penalty: 4893.867188
	Iteration 7F: 3 clusters Score -1336742 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1337415.250000 Penalty: 4893.867188
	Iteration 8Q: 3 clusters Score -1337415 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1338018.500000 Penalty: 4893.867188
	Iteration 9Q: 3 clusters Score -1338018 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1338392.750000 Penalty: 4893.867188
	Iteration 10Q: 3 clusters Score -1338393 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1338678.625000 Penalty: 4893.867188
	Iteration 11Q: 3 clusters Score -1338679 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1338876.750000 Penalty: 4893.867188
	Iteration 12Q: 3 clusters Score -1338877 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1339029.125000 Penalty: 4893.867188
	Iteration 13Q: 3 clusters Score -1339029 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -1339137.250000 Penalty: 4893.867188
	Iteration 14Q: 3 clusters Score -1339137 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1339246.500000 Penalty: 4893.867188
	Iteration 15Q: 3 clusters Score -1339246 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -1339334.500000 Penalty: 4893.867188
	Iteration 16Q: 3 clusters Score -1339334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1339379.750000 Penalty: 4893.867188
	Iteration 17Q: 3 clusters Score -1339380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1339421.625000 Penalty: 4893.867188
	Iteration 18Q: 3 clusters Score -1339422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1339455.000000 Penalty: 4893.867188
	Iteration 19Q: 3 clusters Score -1339455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1339480.000000 Penalty: 4893.867188
	Iteration 20F: 3 clusters Score -1339480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -1339499.125000 Penalty: 4893.867188
	Iteration 21Q: 3 clusters Score -1339499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1339517.875000 Penalty: 4893.867188
	Iteration 22Q: 3 clusters Score -1339518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1339529.125000 Penalty: 4893.867188
	Iteration 23Q: 3 clusters Score -1339529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1339533.875000 Penalty: 4893.867188
	Iteration 24Q: 3 clusters Score -1339534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1339547.375000 Penalty: 4893.867188
	Iteration 25Q: 3 clusters Score -1339547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1339558.750000 Penalty: 4893.867188
	Iteration 26Q: 3 clusters Score -1339559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1339572.000000 Penalty: 4893.867188
	Iteration 27Q: 3 clusters Score -1339572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1339587.375000 Penalty: 4893.867188
	Iteration 28Q: 3 clusters Score -1339587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -1339589.375000 Penalty: 4893.867188
	Iteration 29Q: 3 clusters Score -1339589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1339593.750000 Penalty: 4893.867188
	Iteration 30Q: 3 clusters Score -1339594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1339595.000000 Penalty: 4893.867188
	Iteration 31Q: 3 clusters Score -1339595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1339598.375000 Penalty: 4893.867188
	Iteration 32Q: 3 clusters Score -1339598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1339603.875000 Penalty: 4893.867188
	Iteration 33Q: 3 clusters Score -1339604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -1339607.625000 Penalty: 4893.867188
	Iteration 34Q: 3 clusters Score -1339608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1339611.875000 Penalty: 4893.867188
	Iteration 35Q: 3 clusters Score -1339612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1339616.750000 Penalty: 4893.867188
	Iteration 36Q: 3 clusters Score -1339617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1339626.250000 Penalty: 4893.867188
	Iteration 37Q: 3 clusters Score -1339626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1339630.375000 Penalty: 4893.867188
	Iteration 38Q: 3 clusters Score -1339630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1339636.750000 Penalty: 4893.867188
	Iteration 39Q: 3 clusters Score -1339637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1339642.000000 Penalty: 4893.867188
	Iteration 40F: 3 clusters Score -1339642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1339646.250000 Penalty: 4893.867188
	Iteration 41Q: 3 clusters Score -1339646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1339647.625000 Penalty: 4893.867188
	Iteration 42Q: 3 clusters Score -1339648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1339647.250000 Penalty: 4893.867188
	Iteration 43Q: 3 clusters Score -1339647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1339649.000000 Penalty: 4893.867188
	Iteration 44Q: 3 clusters Score -1339649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1339649.000000 Penalty: 4893.867188
	Iteration 45F: 3 clusters Score -1339649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Entering Unmasked Estep 
Score: -7937911.000000 Penalty: 2846.478027
	Iteration 0F: 2 clusters Score -7937911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -7873419.000000 Penalty: 5692.956055
	Iteration 0F: 3 clusters Score -7873419 nChanged 45310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -7899755.000000 Penalty: 5692.956055
	Iteration 1F: 3 clusters Score -7899755 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -7900699.000000 Penalty: 5692.956055
	Iteration 2Q: 3 clusters Score -7900699 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -7901844.500000 Penalty: 5692.956055
	Iteration 3Q: 3 clusters Score -7901844 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -7903097.000000 Penalty: 5692.956055
	Iteration 4Q: 3 clusters Score -7903097 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -7904591.000000 Penalty: 5692.956055
	Iteration 5Q: 3 clusters Score -7904591 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -7906526.000000 Penalty: 5692.956055
	Iteration 6Q: 3 clusters Score -7906526 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -7909131.000000 Penalty: 5692.956055
	Iteration 7Q: 3 clusters Score -7909131 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -7912345.500000 Penalty: 5692.956055
	Iteration 8F: 3 clusters Score -7912346 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -7915957.500000 Penalty: 5692.956055
	Iteration 9F: 3 clusters Score -7915958 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -7918909.000000 Penalty: 5692.956055
	Iteration 10F: 3 clusters Score -7918909 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -7920427.000000 Penalty: 5692.956055
	Iteration 11Q: 3 clusters Score -7920427 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7921174.500000 Penalty: 5692.956055
	Iteration 12Q: 3 clusters Score -7921174 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7921660.500000 Penalty: 5692.956055
	Iteration 13Q: 3 clusters Score -7921660 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -7922133.000000 Penalty: 5692.956055
	Iteration 14Q: 3 clusters Score -7922133 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -7922548.000000 Penalty: 5692.956055
	Iteration 15Q: 3 clusters Score -7922548 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -7922905.000000 Penalty: 5692.956055
	Iteration 16Q: 3 clusters Score -7922905 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7923285.500000 Penalty: 5692.956055
	Iteration 17Q: 3 clusters Score -7923286 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7923664.000000 Penalty: 5692.956055
	Iteration 18Q: 3 clusters Score -7923664 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -7924017.000000 Penalty: 5692.956055
	Iteration 19Q: 3 clusters Score -7924017 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -7924418.000000 Penalty: 5692.956055
	Iteration 20F: 3 clusters Score -7924418 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -7924754.500000 Penalty: 5692.956055
	Iteration 21Q: 3 clusters Score -7924754 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7925078.000000 Penalty: 5692.956055
	Iteration 22Q: 3 clusters Score -7925078 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -7925441.000000 Penalty: 5692.956055
	Iteration 23Q: 3 clusters Score -7925441 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -7925832.500000 Penalty: 5692.956055
	Iteration 24Q: 3 clusters Score -7925832 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7926236.500000 Penalty: 5692.956055
	Iteration 25Q: 3 clusters Score -7926236 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -7926587.500000 Penalty: 5692.956055
	Iteration 26Q: 3 clusters Score -7926588 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7926986.000000 Penalty: 5692.956055
	Iteration 27Q: 3 clusters Score -7926986 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -7927341.000000 Penalty: 5692.956055
	Iteration 28Q: 3 clusters Score -7927341 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7927644.500000 Penalty: 5692.956055
	Iteration 29Q: 3 clusters Score -7927644 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7927936.000000 Penalty: 5692.956055
	Iteration 30Q: 3 clusters Score -7927936 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -7928176.000000 Penalty: 5692.956055
	Iteration 31Q: 3 clusters Score -7928176 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -7928411.000000 Penalty: 5692.956055
	Iteration 32Q: 3 clusters Score -7928411 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -7928633.000000 Penalty: 5692.956055
	Iteration 33Q: 3 clusters Score -7928633 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -7928825.000000 Penalty: 5692.956055
	Iteration 34Q: 3 clusters Score -7928825 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7928972.500000 Penalty: 5692.956055
	Iteration 35Q: 3 clusters Score -7928972 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -7929084.500000 Penalty: 5692.956055
	Iteration 36Q: 3 clusters Score -7929084 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -7929150.500000 Penalty: 5692.956055
	Iteration 37Q: 3 clusters Score -7929150 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -7929247.500000 Penalty: 5692.956055
	Iteration 38Q: 3 clusters Score -7929248 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7929275.000000 Penalty: 5692.956055
	Iteration 39Q: 3 clusters Score -7929275 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7929347.000000 Penalty: 5692.956055
	Iteration 40F: 3 clusters Score -7929347 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -7929398.000000 Penalty: 5692.956055
	Iteration 41Q: 3 clusters Score -7929398 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7929474.000000 Penalty: 5692.956055
	Iteration 42Q: 3 clusters Score -7929474 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -7929538.000000 Penalty: 5692.956055
	Iteration 43Q: 3 clusters Score -7929538 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -7929567.500000 Penalty: 5692.956055
	Iteration 44Q: 3 clusters Score -7929568 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -7929600.000000 Penalty: 5692.956055
	Iteration 45Q: 3 clusters Score -7929600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -7929602.500000 Penalty: 5692.956055
	Iteration 46Q: 3 clusters Score -7929602 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -7929605.500000 Penalty: 5692.956055
	Iteration 47Q: 3 clusters Score -7929606 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -7929597.500000 Penalty: 5692.956055
	Iteration 48Q: 3 clusters Score -7929598 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -7929610.500000 Penalty: 5692.956055
	Iteration 49Q: 3 clusters Score -7929610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -7929647.000000 Penalty: 5692.956055
	Iteration 50Q: 3 clusters Score -7929647 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7929616.500000 Penalty: 5692.956055
	Iteration 51Q: 3 clusters Score -7929616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -7929624.500000 Penalty: 5692.956055
	Iteration 52Q: 3 clusters Score -7929624 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7929628.500000 Penalty: 5692.956055
	Iteration 53Q: 3 clusters Score -7929628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -7929609.000000 Penalty: 5692.956055
	Iteration 54Q: 3 clusters Score -7929609 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -7929634.500000 Penalty: 5692.956055
	Iteration 55Q: 3 clusters Score -7929634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -7929643.500000 Penalty: 5692.956055
	Iteration 56Q: 3 clusters Score -7929644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7929660.000000 Penalty: 5692.956055
	Iteration 57Q: 3 clusters Score -7929660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -7929657.500000 Penalty: 5692.956055
	Iteration 58Q: 3 clusters Score -7929658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -7929667.500000 Penalty: 5692.956055
	Iteration 59Q: 3 clusters Score -7929668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7929658.500000 Penalty: 5692.956055
	Iteration 60F: 3 clusters Score -7929658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -7929654.500000 Penalty: 5692.956055
	Iteration 61Q: 3 clusters Score -7929654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -7929639.500000 Penalty: 5692.956055
	Iteration 62Q: 3 clusters Score -7929640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7929645.500000 Penalty: 5692.956055
	Iteration 63Q: 3 clusters Score -7929646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -7929643.500000 Penalty: 5692.956055
	Iteration 64Q: 3 clusters Score -7929644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -7929648.500000 Penalty: 5692.956055
	Iteration 65Q: 3 clusters Score -7929648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7929649.000000 Penalty: 5692.956055
	Iteration 66Q: 3 clusters Score -7929649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -7929652.500000 Penalty: 5692.956055
	Iteration 67Q: 3 clusters Score -7929652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -7929658.500000 Penalty: 5692.956055
	Iteration 68Q: 3 clusters Score -7929658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7929671.500000 Penalty: 5692.956055
	Iteration 69Q: 3 clusters Score -7929672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -7929667.500000 Penalty: 5692.956055
	Iteration 70Q: 3 clusters Score -7929668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -7929655.000000 Penalty: 5692.956055
	Iteration 71Q: 3 clusters Score -7929655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7929662.000000 Penalty: 5692.956055
	Iteration 72Q: 3 clusters Score -7929662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7929673.500000 Penalty: 5692.956055
	Iteration 73Q: 3 clusters Score -7929674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7929669.500000 Penalty: 5692.956055
	Iteration 74Q: 3 clusters Score -7929670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7929667.500000 Penalty: 5692.956055
	Iteration 75Q: 3 clusters Score -7929668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7929669.000000 Penalty: 5692.956055
	Iteration 76Q: 3 clusters Score -7929669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -7929659.000000 Penalty: 5692.956055
	Iteration 77Q: 3 clusters Score -7929659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -7929661.500000 Penalty: 5692.956055
	Iteration 78Q: 3 clusters Score -7929662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59977 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7929656.500000 Penalty: 5692.956055
	Iteration 79Q: 3 clusters Score -7929656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -7929655.500000 Penalty: 5692.956055
	Iteration 80F: 3 clusters Score -7929656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7929654.000000 Penalty: 5692.956055
	Iteration 81Q: 3 clusters Score -7929654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7929655.500000 Penalty: 5692.956055
	Iteration 82Q: 3 clusters Score -7929656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7929656.000000 Penalty: 5692.956055
	Iteration 83Q: 3 clusters Score -7929656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7929659.500000 Penalty: 5692.956055
	Iteration 84Q: 3 clusters Score -7929660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -7929657.500000 Penalty: 5692.956055
	Iteration 85Q: 3 clusters Score -7929658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -7929653.000000 Penalty: 5692.956055
	Iteration 86Q: 3 clusters Score -7929653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7929648.500000 Penalty: 5692.956055
	Iteration 87Q: 3 clusters Score -7929648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -7929648.500000 Penalty: 5692.956055
	Iteration 88F: 3 clusters Score -7929648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Entering Unmasked Estep 
Score: -1283616.375000 Penalty: 2399.451172
	Iteration 0F: 2 clusters Score -1283616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1272224.625000 Penalty: 4798.902344
	Iteration 0F: 3 clusters Score -1272225 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1275674.125000 Penalty: 4798.902344
	Iteration 1F: 3 clusters Score -1275674 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1276269.375000 Penalty: 4798.902344
	Iteration 3Q: 3 clusters Score -1276269 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1276517.375000 Penalty: 4798.902344
	Iteration 4Q: 3 clusters Score -1276517 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1276733 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1276933 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1277140.250000 Penalty: 4798.902344
	Iteration 7Q: 3 clusters Score -1277140 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1277383.125000 Penalty: 4798.902344
	Iteration 8Q: 3 clusters Score -1277383 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1277669.000000 Penalty: 4798.902344
	Iteration 9Q: 3 clusters Score -1277669 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1277996.125000 Penalty: 4798.902344
	Iteration 10Q: 3 clusters Score -1277996 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1278362.000000 Penalty: 4798.902344
	Iteration 11Q: 3 clusters Score -1278362 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1278765.750000 Penalty: 4798.902344
	Iteration 12Q: 3 clusters Score -1278766 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1279208.250000 Penalty: 4798.902344
	Iteration 13Q: 3 clusters Score -1279208 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1279592.875000 Penalty: 4798.902344
	Iteration 14Q: 3 clusters Score -1279593 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1279865 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1280022.875000 Penalty: 4798.902344
	Iteration 16Q: 3 clusters Score -1280023 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1280134.750000 Penalty: 4798.902344
	Iteration 17Q: 3 clusters Score -1280135 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1280205.625000 Penalty: 4798.902344
	Iteration 18Q: 3 clusters Score -1280206 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1280250.750000 Penalty: 4798.902344
	Iteration 19Q: 3 clusters Score -1280251 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1280284.000000 Penalty: 4798.902344
	Iteration 20F: 3 clusters Score -1280284 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1280320.375000 Penalty: 4798.902344
	Iteration 21Q: 3 clusters Score -1280320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1280362.250000 Penalty: 4798.902344
	Iteration 22Q: 3 clusters Score -1280362 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1280394.375000 Penalty: 4798.902344
	Iteration 23Q: 3 clusters Score -1280394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1280419.125000 Penalty: 4798.902344
	Iteration 24Q: 3 clusters Score -1280419 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1280449.375000 Penalty: 4798.902344
	Iteration 25Q: 3 clusters Score -1280449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1280466.250000 Penalty: 4798.902344
	Iteration 26Q: 3 clusters Score -1280466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1280483.625000 Penalty: 4798.902344
	Iteration 27Q: 3 clusters Score -1280484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1280502.000000 Penalty: 4798.902344
	Iteration 28Q: 3 clusters Score -1280502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1280520.000000 Penalty: 4798.902344
	Iteration 29Q: 3 clusters Score -1280520 nChanged 77
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Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1280532.875000 Penalty: 4798.902344
	Iteration 30Q: 3 clusters Score -1280533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1280547 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1280560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1280571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1280585 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1280604.250000 Penalty: 4798.902344
	Iteration 35Q: 3 clusters Score -1280604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1280621.500000 Penalty: 4798.902344
	Iteration 36Q: 3 clusters Score -1280622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1280642.875000 Penalty: 4798.902344
	Iteration 37Q: 3 clusters Score -1280643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1280660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1280671.250000 Penalty: 4798.902344
	Iteration 39Q: 3 clusters Score -1280671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1280681.625000 Penalty: 4798.902344
	Iteration 40F: 3 clusters Score -1280682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1280692.500000 Penalty: 4798.902344
	Iteration 41Q: 3 clusters Score -1280692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1280706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1280712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1280728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1280738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1280744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1280761.625000 Penalty: 4798.902344
	Iteration 47Q: 3 clusters Score -1280762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1280776 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1280798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1280820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1280841.000000 Penalty: 4798.902344
	Iteration 51Q: 3 clusters Score -1280841 nChanged 72
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Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1280860 nChanged 69
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Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1280881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1280902 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1280929 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1280952.375000 Penalty: 4798.902344
	Iteration 56Q: 3 clusters Score -1280952 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1280972.000000 Penalty: 4798.902344
	Iteration 57Q: 3 clusters Score -1280972 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1280996.500000 Penalty: 4798.902344
	Iteration 58Q: 3 clusters Score -1280996 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1281019.000000 Penalty: 4798.902344
	Iteration 59Q: 3 clusters Score -1281019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1281039.875000 Penalty: 4798.902344
	Iteration 60F: 3 clusters Score -1281040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1281054.500000 Penalty: 4798.902344
	Iteration 61Q: 3 clusters Score -1281054 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1281073.125000 Penalty: 4798.902344
	Iteration 62Q: 3 clusters Score -1281073 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1281091.625000 Penalty: 4798.902344
	Iteration 63Q: 3 clusters Score -1281092 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1281117.250000 Penalty: 4798.902344
	Iteration 64Q: 3 clusters Score -1281117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1281130.500000 Penalty: 4798.902344
	Iteration 65Q: 3 clusters Score -1281130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1281140.500000 Penalty: 4798.902344
	Iteration 66Q: 3 clusters Score -1281140 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1281156 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1281169.000000 Penalty: 4798.902344
	Iteration 68Q: 3 clusters Score -1281169 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1281193.625000 Penalty: 4798.902344
	Iteration 69Q: 3 clusters Score -1281194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1281229.000000 Penalty: 4798.902344
	Iteration 70Q: 3 clusters Score -1281229 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1281256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1281280.000000 Penalty: 4798.902344
	Iteration 72Q: 3 clusters Score -1281280 nChanged 58
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Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1281299.500000 Penalty: 4798.902344
	Iteration 73Q: 3 clusters Score -1281300 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1281323.750000 Penalty: 4798.902344
	Iteration 74Q: 3 clusters Score -1281324 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1281329.250000 Penalty: 4798.902344
	Iteration 75Q: 3 clusters Score -1281329 nChanged 29
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Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1281337.625000 Penalty: 4798.902344
	Iteration 76Q: 3 clusters Score -1281338 nChanged 38
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Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1281354.625000 Penalty: 4798.902344
	Iteration 77Q: 3 clusters Score -1281355 nChanged 38
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Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1281369 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1281384.250000 Penalty: 4798.902344
	Iteration 79Q: 3 clusters Score -1281384 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1281401.125000 Penalty: 4798.902344
	Iteration 80F: 3 clusters Score -1281401 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1281412.875000 Penalty: 4798.902344
	Iteration 81Q: 3 clusters Score -1281413 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1281423.875000 Penalty: 4798.902344
	Iteration 82Q: 3 clusters Score -1281424 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1281436.875000 Penalty: 4798.902344
	Iteration 83Q: 3 clusters Score -1281437 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1281448.375000 Penalty: 4798.902344
	Iteration 84Q: 3 clusters Score -1281448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1281453.750000 Penalty: 4798.902344
	Iteration 85Q: 3 clusters Score -1281454 nChanged 32
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Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1281464.500000 Penalty: 4798.902344
	Iteration 86Q: 3 clusters Score -1281464 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1281473.500000 Penalty: 4798.902344
	Iteration 87Q: 3 clusters Score -1281474 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1281479 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1281484 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1281487.500000 Penalty: 4798.902344
	Iteration 90Q: 3 clusters Score -1281488 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1281489.875000 Penalty: 4798.902344
	Iteration 91Q: 3 clusters Score -1281490 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1281493.750000 Penalty: 4798.902344
	Iteration 92Q: 3 clusters Score -1281494 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14414 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1281498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1281495.000000 Penalty: 4798.902344
	Iteration 94Q: 3 clusters Score -1281495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1281496.750000 Penalty: 4798.902344
	Iteration 95Q: 3 clusters Score -1281497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1281498.125000 Penalty: 4798.902344
	Iteration 96Q: 3 clusters Score -1281498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1281497.250000 Penalty: 4798.902344
	Iteration 97Q: 3 clusters Score -1281497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1281497.625000 Penalty: 4798.902344
	Iteration 98Q: 3 clusters Score -1281498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1281498.250000 Penalty: 4798.902344
	Iteration 99Q: 3 clusters Score -1281498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1281496.000000 Penalty: 4798.902344
	Iteration 100F: 3 clusters Score -1281496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1281497.375000 Penalty: 4798.902344
	Iteration 101Q: 3 clusters Score -1281497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1281497.625000 Penalty: 4798.902344
	Iteration 102Q: 3 clusters Score -1281498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1281498.125000 Penalty: 4798.902344
	Iteration 103Q: 3 clusters Score -1281498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1281498.000000 Penalty: 4798.902344
	Iteration 104Q: 3 clusters Score -1281498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1281498.000000 Penalty: 4798.902344
	Iteration 105F: 3 clusters Score -1281498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844261 members 
Entering Unmasked Estep 
Score: -68173224.000000 Penalty: 3384.261963
	Iteration 0F: 2 clusters Score -6.817322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421797 members 
Mstep: Class 2 contains 422464 members 
Entering Unmasked Estep 
Score: -67610096.000000 Penalty: 6768.523926
	Iteration 0F: 3 clusters Score -6.76101e+07 nChanged 413392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420697 members 
Mstep: Class 2 contains 423564 members 
Entering Unmasked Estep 
Score: -67862200.000000 Penalty: 6768.523926
	Iteration 1F: 3 clusters Score -6.78622e+07 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421638 members 
Mstep: Class 2 contains 422623 members 
Entering Unmasked Estep 
Score: -67866608.000000 Penalty: 6768.523926
	Iteration 2Q: 3 clusters Score -6.786661e+07 nChanged 22948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422888 members 
Mstep: Class 2 contains 421373 members 
Entering Unmasked Estep 
Score: -67872056.000000 Penalty: 6768.523926
	Iteration 3Q: 3 clusters Score -6.787206e+07 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424250 members 
Mstep: Class 2 contains 420011 members 
Entering Unmasked Estep 
Score: -67878160.000000 Penalty: 6768.523926
	Iteration 4Q: 3 clusters Score -6.787816e+07 nChanged 30575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425415 members 
Mstep: Class 2 contains 418846 members 
Entering Unmasked Estep 
Score: -67887376.000000 Penalty: 6768.523926
	Iteration 5Q: 3 clusters Score -6.788738e+07 nChanged 33900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426093 members 
Mstep: Class 2 contains 418168 members 
Entering Unmasked Estep 
Score: -67899456.000000 Penalty: 6768.523926
	Iteration 6Q: 3 clusters Score -6.789946e+07 nChanged 35527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425472 members 
Mstep: Class 2 contains 418789 members 
Entering Unmasked Estep 
Score: -67911040.000000 Penalty: 6768.523926
	Iteration 7Q: 3 clusters Score -6.791104e+07 nChanged 35309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422601 members 
Mstep: Class 2 contains 421660 members 
Entering Unmasked Estep 
Score: -67923584.000000 Penalty: 6768.523926
	Iteration 8Q: 3 clusters Score -6.792358e+07 nChanged 34063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417378 members 
Mstep: Class 2 contains 426883 members 
Entering Unmasked Estep 
Score: -67934176.000000 Penalty: 6768.523926
	Iteration 9Q: 3 clusters Score -6.793418e+07 nChanged 31633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408969 members 
Mstep: Class 2 contains 435292 members 
Entering Unmasked Estep 
Score: -67943256.000000 Penalty: 6768.523926
	Iteration 10Q: 3 clusters Score -6.794326e+07 nChanged 29008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397253 members 
Mstep: Class 2 contains 447008 members 
Entering Unmasked Estep 
Score: -67951360.000000 Penalty: 6768.523926
	Iteration 11Q: 3 clusters Score -6.795136e+07 nChanged 27299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381422 members 
Mstep: Class 2 contains 462839 members 
Entering Unmasked Estep 
Score: -67959520.000000 Penalty: 6768.523926
	Iteration 12Q: 3 clusters Score -6.795952e+07 nChanged 27244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361058 members 
Mstep: Class 2 contains 483203 members 
Entering Unmasked Estep 
Score: -67968696.000000 Penalty: 6768.523926
	Iteration 13Q: 3 clusters Score -6.79687e+07 nChanged 28622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335794 members 
Mstep: Class 2 contains 508467 members 
Entering Unmasked Estep 
Score: -67978840.000000 Penalty: 6768.523926
	Iteration 14Q: 3 clusters Score -6.797884e+07 nChanged 31510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305782 members 
Mstep: Class 2 contains 538479 members 
Entering Unmasked Estep 
Score: -67990888.000000 Penalty: 6768.523926
	Iteration 15Q: 3 clusters Score -6.799089e+07 nChanged 34557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271729 members 
Mstep: Class 2 contains 572532 members 
Entering Unmasked Estep 
Score: -68005472.000000 Penalty: 6768.523926
	Iteration 16Q: 3 clusters Score -6.800547e+07 nChanged 37099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234818 members 
Mstep: Class 2 contains 609443 members 
Entering Unmasked Estep 
Score: -68022544.000000 Penalty: 6768.523926
	Iteration 17Q: 3 clusters Score -6.802254e+07 nChanged 38466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 647869 members 
Entering Unmasked Estep 
Score: -68041880.000000 Penalty: 6768.523926
	Iteration 18Q: 3 clusters Score -6.804188e+07 nChanged 38382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 686243 members 
Entering Unmasked Estep 
Score: -68062872.000000 Penalty: 6768.523926
	Iteration 19Q: 3 clusters Score -6.806287e+07 nChanged 36492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121526 members 
Mstep: Class 2 contains 722735 members 
Entering Unmasked Estep 
Score: -68085472.000000 Penalty: 6768.523926
	Iteration 20F: 3 clusters Score -6.808547e+07 nChanged 33098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 755833 members 
Entering Unmasked Estep 
Score: -68107480.000000 Penalty: 6768.523926
	Iteration 21Q: 3 clusters Score -6.810748e+07 nChanged 27967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 783800 members 
Entering Unmasked Estep 
Score: -68127288.000000 Penalty: 6768.523926
	Iteration 22Q: 3 clusters Score -6.812729e+07 nChanged 21177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 804977 members 
Entering Unmasked Estep 
Score: -68142472.000000 Penalty: 6768.523926
	Iteration 23Q: 3 clusters Score -6.814247e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 819609 members 
Entering Unmasked Estep 
Score: -68153344.000000 Penalty: 6768.523926
	Iteration 24Q: 3 clusters Score -6.815334e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 829018 members 
Entering Unmasked Estep 
Score: -68160200.000000 Penalty: 6768.523926
	Iteration 25Q: 3 clusters Score -6.81602e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 834696 members 
Entering Unmasked Estep 
Score: -68164240.000000 Penalty: 6768.523926
	Iteration 26Q: 3 clusters Score -6.816424e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 838058 members 
Entering Unmasked Estep 
Score: -68166672.000000 Penalty: 6768.523926
	Iteration 27Q: 3 clusters Score -6.816667e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 839988 members 
Entering Unmasked Estep 
Score: -68168040.000000 Penalty: 6768.523926
	Iteration 28Q: 3 clusters Score -6.816804e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 841104 members 
Entering Unmasked Estep 
Score: -68168728.000000 Penalty: 6768.523926
	Iteration 29Q: 3 clusters Score -6.816873e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 841740 members 
Entering Unmasked Estep 
Score: -68169168.000000 Penalty: 6768.523926
	Iteration 30Q: 3 clusters Score -6.816917e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 842142 members 
Entering Unmasked Estep 
Score: -68169392.000000 Penalty: 6768.523926
	Iteration 31Q: 3 clusters Score -6.816939e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 842416 members 
Entering Unmasked Estep 
Score: -68169640.000000 Penalty: 6768.523926
	Iteration 32Q: 3 clusters Score -6.816964e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 842587 members 
Entering Unmasked Estep 
Score: -68169792.000000 Penalty: 6768.523926
	Iteration 33Q: 3 clusters Score -6.816979e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 842710 members 
Entering Unmasked Estep 
Score: -68169840.000000 Penalty: 6768.523926
	Iteration 34Q: 3 clusters Score -6.816984e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 842809 members 
Entering Unmasked Estep 
Score: -68169872.000000 Penalty: 6768.523926
	Iteration 35Q: 3 clusters Score -6.816987e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 842900 members 
Entering Unmasked Estep 
Score: -68169968.000000 Penalty: 6768.523926
	Iteration 36Q: 3 clusters Score -6.816997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 842988 members 
Entering Unmasked Estep 
Score: -68169936.000000 Penalty: 6768.523926
	Iteration 37Q: 3 clusters Score -6.816994e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 843039 members 
Entering Unmasked Estep 
Score: -68169968.000000 Penalty: 6768.523926
	Iteration 38Q: 3 clusters Score -6.816997e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 843096 members 
Entering Unmasked Estep 
Score: -68170048.000000 Penalty: 6768.523926
	Iteration 39Q: 3 clusters Score -6.817005e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 843145 members 
Entering Unmasked Estep 
Score: -68170064.000000 Penalty: 6768.523926
	Iteration 40F: 3 clusters Score -6.817006e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 843177 members 
Entering Unmasked Estep 
Score: -68170048.000000 Penalty: 6768.523926
	Iteration 41Q: 3 clusters Score -6.817005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 843203 members 
Entering Unmasked Estep 
Score: -68170120.000000 Penalty: 6768.523926
	Iteration 42Q: 3 clusters Score -6.817012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 843224 members 
Entering Unmasked Estep 
Score: -68170104.000000 Penalty: 6768.523926
	Iteration 43Q: 3 clusters Score -6.81701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 843238 members 
Entering Unmasked Estep 
Score: -68170128.000000 Penalty: 6768.523926
	Iteration 44Q: 3 clusters Score -6.817013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 843246 members 
Entering Unmasked Estep 
Score: -68170128.000000 Penalty: 6768.523926
	Iteration 45Q: 3 clusters Score -6.817013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 843258 members 
Entering Unmasked Estep 
Score: -68170152.000000 Penalty: 6768.523926
	Iteration 46Q: 3 clusters Score -6.817015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 843262 members 
Entering Unmasked Estep 
Score: -68170160.000000 Penalty: 6768.523926
	Iteration 47Q: 3 clusters Score -6.817016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 843269 members 
Entering Unmasked Estep 
Score: -68170184.000000 Penalty: 6768.523926
	Iteration 48Q: 3 clusters Score -6.817018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 843272 members 
Entering Unmasked Estep 
Score: -68170128.000000 Penalty: 6768.523926
	Iteration 49Q: 3 clusters Score -6.817013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 843277 members 
Entering Unmasked Estep 
Score: -68170160.000000 Penalty: 6768.523926
	Iteration 50Q: 3 clusters Score -6.817016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 843282 members 
Entering Unmasked Estep 
Score: -68170120.000000 Penalty: 6768.523926
	Iteration 51Q: 3 clusters Score -6.817012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 843282 members 
Entering Unmasked Estep 
Score: -68170136.000000 Penalty: 6768.523926
	Iteration 52Q: 3 clusters Score -6.817014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 843285 members 
Entering Unmasked Estep 
Score: -68170128.000000 Penalty: 6768.523926
	Iteration 53Q: 3 clusters Score -6.817013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 843285 members 
Entering Unmasked Estep 
Score: -68170136.000000 Penalty: 6768.523926
	Iteration 54Q: 3 clusters Score -6.817014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 843285 members 
Entering Unmasked Estep 
Score: -68170120.000000 Penalty: 6768.523926
	Iteration 55Q: 3 clusters Score -6.817012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 843286 members 
Entering Unmasked Estep 
Score: -68170104.000000 Penalty: 6768.523926
	Iteration 56Q: 3 clusters Score -6.81701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 843287 members 
Entering Unmasked Estep 
Score: -68170088.000000 Penalty: 6768.523926
	Iteration 57Q: 3 clusters Score -6.817009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 843288 members 
Entering Unmasked Estep 
Score: -68170112.000000 Penalty: 6768.523926
	Iteration 58Q: 3 clusters Score -6.817011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 843289 members 
Entering Unmasked Estep 
Score: -68170104.000000 Penalty: 6768.523926
	Iteration 59Q: 3 clusters Score -6.81701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 843289 members 
Entering Unmasked Estep 
Score: -68170104.000000 Penalty: 6768.523926
	Iteration 60F: 3 clusters Score -6.81701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Entering Unmasked Estep 
Score: -2825987.000000 Penalty: 2591.302979
	Iteration 0F: 2 clusters Score -2825987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2802512.500000 Penalty: 5182.605957
	Iteration 0F: 3 clusters Score -2802512 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2810997.250000 Penalty: 5182.605957
	Iteration 1F: 3 clusters Score -2810997 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2811486.500000 Penalty: 5182.605957
	Iteration 2Q: 3 clusters Score -2811486 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2811976.500000 Penalty: 5182.605957
	Iteration 3Q: 3 clusters Score -2811976 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2812531.000000 Penalty: 5182.605957
	Iteration 4Q: 3 clusters Score -2812531 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2813109.750000 Penalty: 5182.605957
	Iteration 5Q: 3 clusters Score -2813110 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2813864.250000 Penalty: 5182.605957
	Iteration 6Q: 3 clusters Score -2813864 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2814777.500000 Penalty: 5182.605957
	Iteration 7Q: 3 clusters Score -2814778 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2815871.500000 Penalty: 5182.605957
	Iteration 8F: 3 clusters Score -2815872 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2817112.750000 Penalty: 5182.605957
	Iteration 9F: 3 clusters Score -2817113 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2818436.000000 Penalty: 5182.605957
	Iteration 10F: 3 clusters Score -2818436 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2819638.750000 Penalty: 5182.605957
	Iteration 11F: 3 clusters Score -2819639 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2820459.750000 Penalty: 5182.605957
	Iteration 12Q: 3 clusters Score -2820460 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2821026.250000 Penalty: 5182.605957
	Iteration 13Q: 3 clusters Score -2821026 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2821403.000000 Penalty: 5182.605957
	Iteration 14Q: 3 clusters Score -2821403 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2821664.000000 Penalty: 5182.605957
	Iteration 15Q: 3 clusters Score -2821664 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -2821867.750000 Penalty: 5182.605957
	Iteration 16Q: 3 clusters Score -2821868 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2822038.000000 Penalty: 5182.605957
	Iteration 17Q: 3 clusters Score -2822038 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -2822164.250000 Penalty: 5182.605957
	Iteration 18Q: 3 clusters Score -2822164 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -2822276.500000 Penalty: 5182.605957
	Iteration 19Q: 3 clusters Score -2822276 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -2822336.000000 Penalty: 5182.605957
	Iteration 20F: 3 clusters Score -2822336 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -2822392.500000 Penalty: 5182.605957
	Iteration 21Q: 3 clusters Score -2822392 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2822444.750000 Penalty: 5182.605957
	Iteration 22Q: 3 clusters Score -2822445 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -2822482.250000 Penalty: 5182.605957
	Iteration 23Q: 3 clusters Score -2822482 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -2822529.500000 Penalty: 5182.605957
	Iteration 24Q: 3 clusters Score -2822530 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2822569.000000 Penalty: 5182.605957
	Iteration 25Q: 3 clusters Score -2822569 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -2822608.000000 Penalty: 5182.605957
	Iteration 26Q: 3 clusters Score -2822608 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -2822629.750000 Penalty: 5182.605957
	Iteration 27Q: 3 clusters Score -2822630 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -2822669.500000 Penalty: 5182.605957
	Iteration 28Q: 3 clusters Score -2822670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -2822713.750000 Penalty: 5182.605957
	Iteration 29Q: 3 clusters Score -2822714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -2822731.750000 Penalty: 5182.605957
	Iteration 30Q: 3 clusters Score -2822732 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2822772.500000 Penalty: 5182.605957
	Iteration 31Q: 3 clusters Score -2822772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -2822797.000000 Penalty: 5182.605957
	Iteration 32Q: 3 clusters Score -2822797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -2822827.500000 Penalty: 5182.605957
	Iteration 33Q: 3 clusters Score -2822828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -2822852.750000 Penalty: 5182.605957
	Iteration 34Q: 3 clusters Score -2822853 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -2822873.750000 Penalty: 5182.605957
	Iteration 35Q: 3 clusters Score -2822874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -2822889.500000 Penalty: 5182.605957
	Iteration 36Q: 3 clusters Score -2822890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -2822902.000000 Penalty: 5182.605957
	Iteration 37Q: 3 clusters Score -2822902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -2822920.250000 Penalty: 5182.605957
	Iteration 38Q: 3 clusters Score -2822920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -2822949.750000 Penalty: 5182.605957
	Iteration 39Q: 3 clusters Score -2822950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -2822958.250000 Penalty: 5182.605957
	Iteration 40F: 3 clusters Score -2822958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2822978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2822997.250000 Penalty: 5182.605957
	Iteration 42Q: 3 clusters Score -2822997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -2823021.500000 Penalty: 5182.605957
	Iteration 43Q: 3 clusters Score -2823022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2823046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2823082 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2823108 nChanged 124
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2823138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2823179 nChanged 115
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Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -2823214.250000 Penalty: 5182.605957
	Iteration 49Q: 3 clusters Score -2823214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -2823250.750000 Penalty: 5182.605957
	Iteration 50Q: 3 clusters Score -2823251 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2823273.250000 Penalty: 5182.605957
	Iteration 51Q: 3 clusters Score -2823273 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -2823304.000000 Penalty: 5182.605957
	Iteration 52Q: 3 clusters Score -2823304 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -2823331.500000 Penalty: 5182.605957
	Iteration 53Q: 3 clusters Score -2823332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -2823361.000000 Penalty: 5182.605957
	Iteration 54Q: 3 clusters Score -2823361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -2823382.750000 Penalty: 5182.605957
	Iteration 55Q: 3 clusters Score -2823383 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -2823397.000000 Penalty: 5182.605957
	Iteration 56Q: 3 clusters Score -2823397 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -2823410.750000 Penalty: 5182.605957
	Iteration 57Q: 3 clusters Score -2823411 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -2823443.750000 Penalty: 5182.605957
	Iteration 58Q: 3 clusters Score -2823444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2823471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -2823491.500000 Penalty: 5182.605957
	Iteration 60F: 3 clusters Score -2823492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -2823501.000000 Penalty: 5182.605957
	Iteration 61Q: 3 clusters Score -2823501 nChanged 74
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -2823539.500000 Penalty: 5182.605957
	Iteration 62Q: 3 clusters Score -2823540 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -2823548.750000 Penalty: 5182.605957
	Iteration 63Q: 3 clusters Score -2823549 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2823570 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2823598 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2823639 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2823665 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2611 members 
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Entering Unmasked Estep 
Score: -2823695.250000 Penalty: 5182.605957
	Iteration 68Q: 3 clusters Score -2823695 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2540 members 
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Entering Unmasked Estep 
Score: -2823705.250000 Penalty: 5182.605957
	Iteration 69Q: 3 clusters Score -2823705 nChanged 73
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Mstep: Class 1 contains 2471 members 
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Entering Unmasked Estep 
Score: -2823741.750000 Penalty: 5182.605957
	Iteration 70Q: 3 clusters Score -2823742 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2823776 nChanged 82
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Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -2823811.250000 Penalty: 5182.605957
	Iteration 72Q: 3 clusters Score -2823811 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -2823828.000000 Penalty: 5182.605957
	Iteration 73Q: 3 clusters Score -2823828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -2823857.000000 Penalty: 5182.605957
	Iteration 74Q: 3 clusters Score -2823857 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -2823881.000000 Penalty: 5182.605957
	Iteration 75Q: 3 clusters Score -2823881 nChanged 74
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Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2823926 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -2823967.000000 Penalty: 5182.605957
	Iteration 77Q: 3 clusters Score -2823967 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -2824000.000000 Penalty: 5182.605957
	Iteration 78Q: 3 clusters Score -2824000 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2824036 nChanged 64
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -2824064.750000 Penalty: 5182.605957
	Iteration 80F: 3 clusters Score -2824065 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -2824091.250000 Penalty: 5182.605957
	Iteration 81Q: 3 clusters Score -2824091 nChanged 65
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Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -2824131.250000 Penalty: 5182.605957
	Iteration 82Q: 3 clusters Score -2824131 nChanged 64
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Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -2824160.250000 Penalty: 5182.605957
	Iteration 83Q: 3 clusters Score -2824160 nChanged 51
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Mstep: Class 1 contains 1738 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2824184 nChanged 52
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Mstep: Class 1 contains 1708 members 
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Entering Unmasked Estep 
Score: -2824201.750000 Penalty: 5182.605957
	Iteration 85Q: 3 clusters Score -2824202 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -2824211.000000 Penalty: 5182.605957
	Iteration 86Q: 3 clusters Score -2824211 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -2824224.000000 Penalty: 5182.605957
	Iteration 87Q: 3 clusters Score -2824224 nChanged 24
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Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -2824237.000000 Penalty: 5182.605957
	Iteration 88Q: 3 clusters Score -2824237 nChanged 23
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Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -2824240.750000 Penalty: 5182.605957
	Iteration 89Q: 3 clusters Score -2824241 nChanged 21
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Mstep: Class 1 contains 1625 members 
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Entering Unmasked Estep 
Score: -2824253.750000 Penalty: 5182.605957
	Iteration 90Q: 3 clusters Score -2824254 nChanged 33
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Mstep: Class 1 contains 1606 members 
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Entering Unmasked Estep 
Score: -2824265.500000 Penalty: 5182.605957
	Iteration 91Q: 3 clusters Score -2824266 nChanged 29
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	Iteration 92Q: 3 clusters Score -2824270 nChanged 22
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2824288 nChanged 22
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	Iteration 94Q: 3 clusters Score -2824289 nChanged 21
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2824300 nChanged 22
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	Iteration 96Q: 3 clusters Score -2824302 nChanged 23
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Entering Unmasked Estep 
Score: -2824305.750000 Penalty: 5182.605957
	Iteration 97Q: 3 clusters Score -2824306 nChanged 20
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Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2824322 nChanged 18
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Mstep: Class 1 contains 1477 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2824324 nChanged 12
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Mstep: Class 1 contains 1467 members 
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Entering Unmasked Estep 
Score: -2824326.250000 Penalty: 5182.605957
	Iteration 100F: 3 clusters Score -2824326 nChanged 7
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Mstep: Class 1 contains 1460 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2824326 nChanged 9
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Mstep: Class 1 contains 1451 members 
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Entering Unmasked Estep 
Score: -2824331.250000 Penalty: 5182.605957
	Iteration 102Q: 3 clusters Score -2824331 nChanged 8
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Entering Unmasked Estep 
Score: -2824339.250000 Penalty: 5182.605957
	Iteration 103Q: 3 clusters Score -2824339 nChanged 7
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Mstep: Class 1 contains 1436 members 
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Entering Unmasked Estep 
Score: -2824330.500000 Penalty: 5182.605957
	Iteration 104Q: 3 clusters Score -2824330 nChanged 9
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2824338 nChanged 9
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Entering Unmasked Estep 
Score: -2824335.500000 Penalty: 5182.605957
	Iteration 106Q: 3 clusters Score -2824336 nChanged 4
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Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -2824333.750000 Penalty: 5182.605957
	Iteration 107Q: 3 clusters Score -2824334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -2824342.250000 Penalty: 5182.605957
	Iteration 108Q: 3 clusters Score -2824342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -2824339.500000 Penalty: 5182.605957
	Iteration 109Q: 3 clusters Score -2824340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -2824337.250000 Penalty: 5182.605957
	Iteration 110Q: 3 clusters Score -2824337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -2824338.000000 Penalty: 5182.605957
	Iteration 111Q: 3 clusters Score -2824338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -2824341.000000 Penalty: 5182.605957
	Iteration 112Q: 3 clusters Score -2824341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -2824345.250000 Penalty: 5182.605957
	Iteration 113Q: 3 clusters Score -2824345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -2824350.500000 Penalty: 5182.605957
	Iteration 114Q: 3 clusters Score -2824350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -2824354.250000 Penalty: 5182.605957
	Iteration 115Q: 3 clusters Score -2824354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -2824359.500000 Penalty: 5182.605957
	Iteration 116Q: 3 clusters Score -2824360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -2824359.500000 Penalty: 5182.605957
	Iteration 117Q: 3 clusters Score -2824360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -2824356.750000 Penalty: 5182.605957
	Iteration 118Q: 3 clusters Score -2824357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -2824357.250000 Penalty: 5182.605957
	Iteration 119Q: 3 clusters Score -2824357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -2824358.500000 Penalty: 5182.605957
	Iteration 120F: 3 clusters Score -2824358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -2824356.000000 Penalty: 5182.605957
	Iteration 121Q: 3 clusters Score -2824356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -2824354.000000 Penalty: 5182.605957
	Iteration 122Q: 3 clusters Score -2824354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -2824355.000000 Penalty: 5182.605957
	Iteration 123Q: 3 clusters Score -2824355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -2824357.750000 Penalty: 5182.605957
	Iteration 124Q: 3 clusters Score -2824358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -2824361.250000 Penalty: 5182.605957
	Iteration 125Q: 3 clusters Score -2824361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -2824364.750000 Penalty: 5182.605957
	Iteration 126Q: 3 clusters Score -2824365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -2824366.000000 Penalty: 5182.605957
	Iteration 127Q: 3 clusters Score -2824366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -2824367.750000 Penalty: 5182.605957
	Iteration 128Q: 3 clusters Score -2824368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -2824369.000000 Penalty: 5182.605957
	Iteration 129Q: 3 clusters Score -2824369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -2824368.500000 Penalty: 5182.605957
	Iteration 130Q: 3 clusters Score -2824368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -2824368.500000 Penalty: 5182.605957
	Iteration 131F: 3 clusters Score -2824368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (259151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259151 members 
Entering Unmasked Estep 
Score: -20933594.000000 Penalty: 3091.361084
	Iteration 0F: 2 clusters Score -2.093359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -20759302.000000 Penalty: 6182.722168
	Iteration 0F: 3 clusters Score -2.07593e+07 nChanged 124974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 123775 members 
Entering Unmasked Estep 
Score: -20832854.000000 Penalty: 6182.722168
	Iteration 1F: 3 clusters Score -2.083285e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 120038 members 
Entering Unmasked Estep 
Score: -20834448.000000 Penalty: 6182.722168
	Iteration 2Q: 3 clusters Score -2.083445e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -20837020.000000 Penalty: 6182.722168
	Iteration 3Q: 3 clusters Score -2.083702e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 105123 members 
Entering Unmasked Estep 
Score: -20841324.000000 Penalty: 6182.722168
	Iteration 4Q: 3 clusters Score -2.084132e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167543 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -20849482.000000 Penalty: 6182.722168
	Iteration 5F: 3 clusters Score -2.084948e+07 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186244 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -20863422.000000 Penalty: 6182.722168
	Iteration 6F: 3 clusters Score -2.086342e+07 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208819 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -20884062.000000 Penalty: 6182.722168
	Iteration 7F: 3 clusters Score -2.088406e+07 nChanged 21212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229927 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -20905270.000000 Penalty: 6182.722168
	Iteration 8F: 3 clusters Score -2.090527e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244101 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -20919544.000000 Penalty: 6182.722168
	Iteration 9F: 3 clusters Score -2.091954e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251050 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -20926324.000000 Penalty: 6182.722168
	Iteration 10Q: 3 clusters Score -2.092632e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253940 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -20928946.000000 Penalty: 6182.722168
	Iteration 11Q: 3 clusters Score -2.092895e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255195 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -20929938.000000 Penalty: 6182.722168
	Iteration 12Q: 3 clusters Score -2.092994e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255899 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -20930514.000000 Penalty: 6182.722168
	Iteration 13Q: 3 clusters Score -2.093051e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256326 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -20930776.000000 Penalty: 6182.722168
	Iteration 14Q: 3 clusters Score -2.093078e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256607 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -20930958.000000 Penalty: 6182.722168
	Iteration 15Q: 3 clusters Score -2.093096e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256813 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20931096.000000 Penalty: 6182.722168
	Iteration 16Q: 3 clusters Score -2.09311e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256966 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20931174.000000 Penalty: 6182.722168
	Iteration 17Q: 3 clusters Score -2.093117e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257093 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -20931206.000000 Penalty: 6182.722168
	Iteration 18Q: 3 clusters Score -2.093121e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257187 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -20931244.000000 Penalty: 6182.722168
	Iteration 19Q: 3 clusters Score -2.093124e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257260 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -20931242.000000 Penalty: 6182.722168
	Iteration 20F: 3 clusters Score -2.093124e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257331 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -20931270.000000 Penalty: 6182.722168
	Iteration 21Q: 3 clusters Score -2.093127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257379 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20931258.000000 Penalty: 6182.722168
	Iteration 22Q: 3 clusters Score -2.093126e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257420 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20931288.000000 Penalty: 6182.722168
	Iteration 23Q: 3 clusters Score -2.093129e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257455 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20931294.000000 Penalty: 6182.722168
	Iteration 24Q: 3 clusters Score -2.093129e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257488 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20931296.000000 Penalty: 6182.722168
	Iteration 25Q: 3 clusters Score -2.09313e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257510 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20931306.000000 Penalty: 6182.722168
	Iteration 26Q: 3 clusters Score -2.093131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257532 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20931326.000000 Penalty: 6182.722168
	Iteration 27Q: 3 clusters Score -2.093133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257546 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -20931306.000000 Penalty: 6182.722168
	Iteration 28Q: 3 clusters Score -2.093131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257558 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20931296.000000 Penalty: 6182.722168
	Iteration 29Q: 3 clusters Score -2.09313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257573 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -20931312.000000 Penalty: 6182.722168
	Iteration 30Q: 3 clusters Score -2.093131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257582 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20931312.000000 Penalty: 6182.722168
	Iteration 31Q: 3 clusters Score -2.093131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257594 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -20931310.000000 Penalty: 6182.722168
	Iteration 32Q: 3 clusters Score -2.093131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257605 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20931318.000000 Penalty: 6182.722168
	Iteration 33Q: 3 clusters Score -2.093132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257610 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -20931324.000000 Penalty: 6182.722168
	Iteration 34Q: 3 clusters Score -2.093132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257618 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20931330.000000 Penalty: 6182.722168
	Iteration 35Q: 3 clusters Score -2.093133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20931324.000000 Penalty: 6182.722168
	Iteration 36Q: 3 clusters Score -2.093132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257627 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20931332.000000 Penalty: 6182.722168
	Iteration 37Q: 3 clusters Score -2.093133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257631 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20931326.000000 Penalty: 6182.722168
	Iteration 38Q: 3 clusters Score -2.093133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257635 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -20931358.000000 Penalty: 6182.722168
	Iteration 39Q: 3 clusters Score -2.093136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257639 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20931360.000000 Penalty: 6182.722168
	Iteration 40F: 3 clusters Score -2.093136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257645 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20931358.000000 Penalty: 6182.722168
	Iteration 41Q: 3 clusters Score -2.093136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257648 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -20931360.000000 Penalty: 6182.722168
	Iteration 42Q: 3 clusters Score -2.093136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257649 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20931370.000000 Penalty: 6182.722168
	Iteration 43Q: 3 clusters Score -2.093137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257649 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20931370.000000 Penalty: 6182.722168
	Iteration 44F: 3 clusters Score -2.093137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -381239.468750 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -381239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -376696.031250 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -376696 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -377774.156250 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -377774.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -377965.500000 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -377965.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -378072.250000 Penalty: 4218.640625
	Iteration 3Q: 3 clusters Score -378072.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -378148.750000 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -378148.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -378198.687500 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -378198.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -378246.406250 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -378246.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -378288.500000 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -378288.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -378341.125000 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -378341.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -378401.062500 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -378401.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -378480.968750 Penalty: 4218.640625
	Iteration 10Q: 3 clusters Score -378481 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -378606.562500 Penalty: 4218.640625
	Iteration 11Q: 3 clusters Score -378606.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -378746.906250 Penalty: 4218.640625
	Iteration 12Q: 3 clusters Score -378746.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -378930.156250 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -378930.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -379158.968750 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -379159 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -379394.562500 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -379394.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -379600.937500 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -379600.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -379765.718750 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -379765.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -379877.093750 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -379877.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -379926.656250 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -379926.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -379955.906250 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -379955.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -379975.468750 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -379975.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -379983.187500 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -379983.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -379987.656250 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -379987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -379990.843750 Penalty: 4218.640625
	Iteration 24Q: 3 clusters Score -379990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -379993.625000 Penalty: 4218.640625
	Iteration 25Q: 3 clusters Score -379993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -379996.531250 Penalty: 4218.640625
	Iteration 26Q: 3 clusters Score -379996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -379997.906250 Penalty: 4218.640625
	Iteration 27Q: 3 clusters Score -379997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -379998.593750 Penalty: 4218.640625
	Iteration 28Q: 3 clusters Score -379998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -379998.593750 Penalty: 4218.640625
	Iteration 29F: 3 clusters Score -379998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Entering Unmasked Estep 
Score: -1655451.000000 Penalty: 2470.316650
	Iteration 0F: 2 clusters Score -1655451 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 10624 members 
Entering Unmasked Estep 
Score: -1640601.500000 Penalty: 4940.633301
	Iteration 0F: 3 clusters Score -1640602 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1645779.625000 Penalty: 4940.633301
	Iteration 1F: 3 clusters Score -1645780 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1646492.750000 Penalty: 4940.633301
	Iteration 2F: 3 clusters Score -1646493 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1647288.750000 Penalty: 4940.633301
	Iteration 3F: 3 clusters Score -1647289 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1648076.500000 Penalty: 4940.633301
	Iteration 4F: 3 clusters Score -1648076 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1648867.875000 Penalty: 4940.633301
	Iteration 5F: 3 clusters Score -1648868 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1649629.875000 Penalty: 4940.633301
	Iteration 6F: 3 clusters Score -1649630 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1650316.375000 Penalty: 4940.633301
	Iteration 7F: 3 clusters Score -1650316 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1650831.500000 Penalty: 4940.633301
	Iteration 8Q: 3 clusters Score -1650832 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1651237.250000 Penalty: 4940.633301
	Iteration 9Q: 3 clusters Score -1651237 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1651528.000000 Penalty: 4940.633301
	Iteration 10Q: 3 clusters Score -1651528 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1651752.250000 Penalty: 4940.633301
	Iteration 11Q: 3 clusters Score -1651752 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1651915.625000 Penalty: 4940.633301
	Iteration 12Q: 3 clusters Score -1651916 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1652079.750000 Penalty: 4940.633301
	Iteration 13Q: 3 clusters Score -1652080 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1652208.125000 Penalty: 4940.633301
	Iteration 14Q: 3 clusters Score -1652208 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1652322.000000 Penalty: 4940.633301
	Iteration 15Q: 3 clusters Score -1652322 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1652414.125000 Penalty: 4940.633301
	Iteration 16Q: 3 clusters Score -1652414 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1652489.125000 Penalty: 4940.633301
	Iteration 17Q: 3 clusters Score -1652489 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1652540.000000 Penalty: 4940.633301
	Iteration 18Q: 3 clusters Score -1652540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1652596.500000 Penalty: 4940.633301
	Iteration 19Q: 3 clusters Score -1652596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1652634.125000 Penalty: 4940.633301
	Iteration 20F: 3 clusters Score -1652634 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1652673.000000 Penalty: 4940.633301
	Iteration 21Q: 3 clusters Score -1652673 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1652698.375000 Penalty: 4940.633301
	Iteration 22Q: 3 clusters Score -1652698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1652731.375000 Penalty: 4940.633301
	Iteration 23Q: 3 clusters Score -1652731 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1652758.125000 Penalty: 4940.633301
	Iteration 24Q: 3 clusters Score -1652758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1652793.375000 Penalty: 4940.633301
	Iteration 25Q: 3 clusters Score -1652793 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1652818.750000 Penalty: 4940.633301
	Iteration 26Q: 3 clusters Score -1652819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1652845.000000 Penalty: 4940.633301
	Iteration 27Q: 3 clusters Score -1652845 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1652880.125000 Penalty: 4940.633301
	Iteration 28Q: 3 clusters Score -1652880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1652901.125000 Penalty: 4940.633301
	Iteration 29Q: 3 clusters Score -1652901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1652924.875000 Penalty: 4940.633301
	Iteration 30Q: 3 clusters Score -1652925 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1652955.250000 Penalty: 4940.633301
	Iteration 31Q: 3 clusters Score -1652955 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1652981.125000 Penalty: 4940.633301
	Iteration 32Q: 3 clusters Score -1652981 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1653012.875000 Penalty: 4940.633301
	Iteration 33Q: 3 clusters Score -1653013 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1653030.125000 Penalty: 4940.633301
	Iteration 34Q: 3 clusters Score -1653030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1653061.125000 Penalty: 4940.633301
	Iteration 35Q: 3 clusters Score -1653061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1653075.500000 Penalty: 4940.633301
	Iteration 36Q: 3 clusters Score -1653076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1653086.250000 Penalty: 4940.633301
	Iteration 37Q: 3 clusters Score -1653086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1653096.125000 Penalty: 4940.633301
	Iteration 38Q: 3 clusters Score -1653096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1653112.500000 Penalty: 4940.633301
	Iteration 39Q: 3 clusters Score -1653112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1653122.375000 Penalty: 4940.633301
	Iteration 40F: 3 clusters Score -1653122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1653127.000000 Penalty: 4940.633301
	Iteration 41Q: 3 clusters Score -1653127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1653135.125000 Penalty: 4940.633301
	Iteration 42Q: 3 clusters Score -1653135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1653140.375000 Penalty: 4940.633301
	Iteration 43Q: 3 clusters Score -1653140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1653144.000000 Penalty: 4940.633301
	Iteration 44Q: 3 clusters Score -1653144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1653148.875000 Penalty: 4940.633301
	Iteration 45Q: 3 clusters Score -1653149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1653158.250000 Penalty: 4940.633301
	Iteration 46Q: 3 clusters Score -1653158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1653166.000000 Penalty: 4940.633301
	Iteration 47Q: 3 clusters Score -1653166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1653169.125000 Penalty: 4940.633301
	Iteration 48Q: 3 clusters Score -1653169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1653177.875000 Penalty: 4940.633301
	Iteration 49Q: 3 clusters Score -1653178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1653177.125000 Penalty: 4940.633301
	Iteration 50Q: 3 clusters Score -1653177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1653178.000000 Penalty: 4940.633301
	Iteration 51Q: 3 clusters Score -1653178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1653186.000000 Penalty: 4940.633301
	Iteration 52Q: 3 clusters Score -1653186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1653189.875000 Penalty: 4940.633301
	Iteration 53Q: 3 clusters Score -1653190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1653199.250000 Penalty: 4940.633301
	Iteration 54Q: 3 clusters Score -1653199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1653205.625000 Penalty: 4940.633301
	Iteration 55Q: 3 clusters Score -1653206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1653216.625000 Penalty: 4940.633301
	Iteration 56Q: 3 clusters Score -1653217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1653221.750000 Penalty: 4940.633301
	Iteration 57Q: 3 clusters Score -1653222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1653235.125000 Penalty: 4940.633301
	Iteration 58Q: 3 clusters Score -1653235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1653236.375000 Penalty: 4940.633301
	Iteration 59Q: 3 clusters Score -1653236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1653246.875000 Penalty: 4940.633301
	Iteration 60F: 3 clusters Score -1653247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1653244.000000 Penalty: 4940.633301
	Iteration 61Q: 3 clusters Score -1653244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1653244.375000 Penalty: 4940.633301
	Iteration 62Q: 3 clusters Score -1653244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1653252.250000 Penalty: 4940.633301
	Iteration 63Q: 3 clusters Score -1653252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1653255.125000 Penalty: 4940.633301
	Iteration 64Q: 3 clusters Score -1653255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1653251.625000 Penalty: 4940.633301
	Iteration 65Q: 3 clusters Score -1653252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1653253.125000 Penalty: 4940.633301
	Iteration 66Q: 3 clusters Score -1653253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1653257.000000 Penalty: 4940.633301
	Iteration 67Q: 3 clusters Score -1653257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1653260.000000 Penalty: 4940.633301
	Iteration 68Q: 3 clusters Score -1653260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1653264.500000 Penalty: 4940.633301
	Iteration 69Q: 3 clusters Score -1653264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1653265.250000 Penalty: 4940.633301
	Iteration 70Q: 3 clusters Score -1653265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1653264.750000 Penalty: 4940.633301
	Iteration 71Q: 3 clusters Score -1653265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1653264.250000 Penalty: 4940.633301
	Iteration 72Q: 3 clusters Score -1653264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1653261.250000 Penalty: 4940.633301
	Iteration 73Q: 3 clusters Score -1653261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1653265.625000 Penalty: 4940.633301
	Iteration 74Q: 3 clusters Score -1653266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1653268.875000 Penalty: 4940.633301
	Iteration 75Q: 3 clusters Score -1653269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1653270.125000 Penalty: 4940.633301
	Iteration 76Q: 3 clusters Score -1653270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1653271.375000 Penalty: 4940.633301
	Iteration 77Q: 3 clusters Score -1653271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1653272.625000 Penalty: 4940.633301
	Iteration 78Q: 3 clusters Score -1653273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1653278.000000 Penalty: 4940.633301
	Iteration 79Q: 3 clusters Score -1653278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1653286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1653285.250000 Penalty: 4940.633301
	Iteration 81Q: 3 clusters Score -1653285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1653284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1653289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1653294.750000 Penalty: 4940.633301
	Iteration 84Q: 3 clusters Score -1653295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1653301.250000 Penalty: 4940.633301
	Iteration 85Q: 3 clusters Score -1653301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1653310.250000 Penalty: 4940.633301
	Iteration 86Q: 3 clusters Score -1653310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1653313.000000 Penalty: 4940.633301
	Iteration 87Q: 3 clusters Score -1653313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1653319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1653324.375000 Penalty: 4940.633301
	Iteration 89Q: 3 clusters Score -1653324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1653328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1653329.625000 Penalty: 4940.633301
	Iteration 91Q: 3 clusters Score -1653330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1653336.000000 Penalty: 4940.633301
	Iteration 92Q: 3 clusters Score -1653336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1653338.125000 Penalty: 4940.633301
	Iteration 93Q: 3 clusters Score -1653338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1653341.500000 Penalty: 4940.633301
	Iteration 94Q: 3 clusters Score -1653342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1653343.500000 Penalty: 4940.633301
	Iteration 95Q: 3 clusters Score -1653344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1653344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1653343.750000 Penalty: 4940.633301
	Iteration 97Q: 3 clusters Score -1653344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1653344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1653340.250000 Penalty: 4940.633301
	Iteration 99Q: 3 clusters Score -1653340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1653340.375000 Penalty: 4940.633301
	Iteration 100F: 3 clusters Score -1653340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1653342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1653338.875000 Penalty: 4940.633301
	Iteration 102Q: 3 clusters Score -1653339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1653342.625000 Penalty: 4940.633301
	Iteration 103Q: 3 clusters Score -1653343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1653342.875000 Penalty: 4940.633301
	Iteration 104Q: 3 clusters Score -1653343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1653342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1653344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1653345.875000 Penalty: 4940.633301
	Iteration 107Q: 3 clusters Score -1653346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1653348.000000 Penalty: 4940.633301
	Iteration 108Q: 3 clusters Score -1653348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1653345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1653346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1653348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1653347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1653351.125000 Penalty: 4940.633301
	Iteration 113Q: 3 clusters Score -1653351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1653347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1653348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1653349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1653348.375000 Penalty: 4940.633301
	Iteration 117Q: 3 clusters Score -1653348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1653349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1653350.250000 Penalty: 4940.633301
	Iteration 119Q: 3 clusters Score -1653350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1653349.750000 Penalty: 4940.633301
	Iteration 120F: 3 clusters Score -1653350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1653352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1653353.500000 Penalty: 4940.633301
	Iteration 122Q: 3 clusters Score -1653354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1653355.500000 Penalty: 4940.633301
	Iteration 123Q: 3 clusters Score -1653356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1653357.000000 Penalty: 4940.633301
	Iteration 124Q: 3 clusters Score -1653357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1653356.625000 Penalty: 4940.633301
	Iteration 125Q: 3 clusters Score -1653357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1653356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1653357.000000 Penalty: 4940.633301
	Iteration 127Q: 3 clusters Score -1653357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1653359.125000 Penalty: 4940.633301
	Iteration 128Q: 3 clusters Score -1653359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1653358.625000 Penalty: 4940.633301
	Iteration 129Q: 3 clusters Score -1653359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1653364.000000 Penalty: 4940.633301
	Iteration 130Q: 3 clusters Score -1653364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1653365.875000 Penalty: 4940.633301
	Iteration 131Q: 3 clusters Score -1653366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1653366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1653368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1653369.500000 Penalty: 4940.633301
	Iteration 134Q: 3 clusters Score -1653370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1653370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1653370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1653371.750000 Penalty: 4940.633301
	Iteration 137Q: 3 clusters Score -1653372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1653368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1653370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1653373.375000 Penalty: 4940.633301
	Iteration 140F: 3 clusters Score -1653373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1653377.000000 Penalty: 4940.633301
	Iteration 141Q: 3 clusters Score -1653377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1653378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1653380.625000 Penalty: 4940.633301
	Iteration 143Q: 3 clusters Score -1653381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1653383.625000 Penalty: 4940.633301
	Iteration 144Q: 3 clusters Score -1653384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1653390.375000 Penalty: 4940.633301
	Iteration 145Q: 3 clusters Score -1653390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1653386.000000 Penalty: 4940.633301
	Iteration 146Q: 3 clusters Score -1653386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1653388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1653394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1653391.750000 Penalty: 4940.633301
	Iteration 149Q: 3 clusters Score -1653392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1653404.750000 Penalty: 4940.633301
	Iteration 150Q: 3 clusters Score -1653405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1653409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1653413.500000 Penalty: 4940.633301
	Iteration 152Q: 3 clusters Score -1653414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1653412.875000 Penalty: 4940.633301
	Iteration 153Q: 3 clusters Score -1653413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1653416.375000 Penalty: 4940.633301
	Iteration 154Q: 3 clusters Score -1653416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1653421.500000 Penalty: 4940.633301
	Iteration 155Q: 3 clusters Score -1653422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1653429.500000 Penalty: 4940.633301
	Iteration 156Q: 3 clusters Score -1653430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1653432.750000 Penalty: 4940.633301
	Iteration 157Q: 3 clusters Score -1653433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1653438.750000 Penalty: 4940.633301
	Iteration 158Q: 3 clusters Score -1653439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1653441.750000 Penalty: 4940.633301
	Iteration 159Q: 3 clusters Score -1653442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1653449.375000 Penalty: 4940.633301
	Iteration 160F: 3 clusters Score -1653449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1653447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1653455.250000 Penalty: 4940.633301
	Iteration 162Q: 3 clusters Score -1653455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1653459.875000 Penalty: 4940.633301
	Iteration 163Q: 3 clusters Score -1653460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1653465.875000 Penalty: 4940.633301
	Iteration 164Q: 3 clusters Score -1653466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1653476.750000 Penalty: 4940.633301
	Iteration 165Q: 3 clusters Score -1653477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1653473.375000 Penalty: 4940.633301
	Iteration 166Q: 3 clusters Score -1653473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1653477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1653481.125000 Penalty: 4940.633301
	Iteration 168Q: 3 clusters Score -1653481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1653483.500000 Penalty: 4940.633301
	Iteration 169Q: 3 clusters Score -1653484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1653485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1653493.125000 Penalty: 4940.633301
	Iteration 171Q: 3 clusters Score -1653493 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1653495.000000 Penalty: 4940.633301
	Iteration 172Q: 3 clusters Score -1653495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1653505.125000 Penalty: 4940.633301
	Iteration 173Q: 3 clusters Score -1653505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1653503.875000 Penalty: 4940.633301
	Iteration 174Q: 3 clusters Score -1653504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1653507.750000 Penalty: 4940.633301
	Iteration 175Q: 3 clusters Score -1653508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1653508.750000 Penalty: 4940.633301
	Iteration 176Q: 3 clusters Score -1653509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1653509.875000 Penalty: 4940.633301
	Iteration 177Q: 3 clusters Score -1653510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1653515.375000 Penalty: 4940.633301
	Iteration 178Q: 3 clusters Score -1653515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1653514.750000 Penalty: 4940.633301
	Iteration 179Q: 3 clusters Score -1653515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1653520.500000 Penalty: 4940.633301
	Iteration 180F: 3 clusters Score -1653520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1653522.375000 Penalty: 4940.633301
	Iteration 181Q: 3 clusters Score -1653522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1653526.625000 Penalty: 4940.633301
	Iteration 182Q: 3 clusters Score -1653527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1653531.500000 Penalty: 4940.633301
	Iteration 183Q: 3 clusters Score -1653532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1653531.875000 Penalty: 4940.633301
	Iteration 184Q: 3 clusters Score -1653532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1653532.375000 Penalty: 4940.633301
	Iteration 185Q: 3 clusters Score -1653532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1653534.250000 Penalty: 4940.633301
	Iteration 186Q: 3 clusters Score -1653534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1653534.000000 Penalty: 4940.633301
	Iteration 187Q: 3 clusters Score -1653534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1653531.875000 Penalty: 4940.633301
	Iteration 188Q: 3 clusters Score -1653532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1653538.125000 Penalty: 4940.633301
	Iteration 189Q: 3 clusters Score -1653538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1653539.875000 Penalty: 4940.633301
	Iteration 190Q: 3 clusters Score -1653540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1653540.500000 Penalty: 4940.633301
	Iteration 191Q: 3 clusters Score -1653540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1653544.000000 Penalty: 4940.633301
	Iteration 192Q: 3 clusters Score -1653544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1653547.375000 Penalty: 4940.633301
	Iteration 193Q: 3 clusters Score -1653547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1653548.625000 Penalty: 4940.633301
	Iteration 194Q: 3 clusters Score -1653549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1653545.500000 Penalty: 4940.633301
	Iteration 195Q: 3 clusters Score -1653546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1653550.125000 Penalty: 4940.633301
	Iteration 196Q: 3 clusters Score -1653550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1653549.375000 Penalty: 4940.633301
	Iteration 197Q: 3 clusters Score -1653549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1653553.125000 Penalty: 4940.633301
	Iteration 198Q: 3 clusters Score -1653553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1653560.250000 Penalty: 4940.633301
	Iteration 199Q: 3 clusters Score -1653560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1653562.750000 Penalty: 4940.633301
	Iteration 200F: 3 clusters Score -1653563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1653563.250000 Penalty: 4940.633301
	Iteration 201Q: 3 clusters Score -1653563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1653559.375000 Penalty: 4940.633301
	Iteration 202Q: 3 clusters Score -1653559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1653566.375000 Penalty: 4940.633301
	Iteration 203Q: 3 clusters Score -1653566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1653569.000000 Penalty: 4940.633301
	Iteration 204Q: 3 clusters Score -1653569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1653569.625000 Penalty: 4940.633301
	Iteration 205Q: 3 clusters Score -1653570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1653565.750000 Penalty: 4940.633301
	Iteration 206Q: 3 clusters Score -1653566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1653568.000000 Penalty: 4940.633301
	Iteration 207Q: 3 clusters Score -1653568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1653567.750000 Penalty: 4940.633301
	Iteration 208Q: 3 clusters Score -1653568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1653573.625000 Penalty: 4940.633301
	Iteration 209Q: 3 clusters Score -1653574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1653576.125000 Penalty: 4940.633301
	Iteration 210Q: 3 clusters Score -1653576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1653581.625000 Penalty: 4940.633301
	Iteration 211Q: 3 clusters Score -1653582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1653581.625000 Penalty: 4940.633301
	Iteration 212Q: 3 clusters Score -1653582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1653584.875000 Penalty: 4940.633301
	Iteration 213Q: 3 clusters Score -1653585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1653581.375000 Penalty: 4940.633301
	Iteration 214Q: 3 clusters Score -1653581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1653579.000000 Penalty: 4940.633301
	Iteration 215Q: 3 clusters Score -1653579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1653578.625000 Penalty: 4940.633301
	Iteration 216Q: 3 clusters Score -1653579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1653579.250000 Penalty: 4940.633301
	Iteration 217Q: 3 clusters Score -1653579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1653585.250000 Penalty: 4940.633301
	Iteration 218Q: 3 clusters Score -1653585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1653586.375000 Penalty: 4940.633301
	Iteration 219Q: 3 clusters Score -1653586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1653587.375000 Penalty: 4940.633301
	Iteration 220F: 3 clusters Score -1653587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1653591.500000 Penalty: 4940.633301
	Iteration 221Q: 3 clusters Score -1653592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1653596.375000 Penalty: 4940.633301
	Iteration 222Q: 3 clusters Score -1653596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1653601.000000 Penalty: 4940.633301
	Iteration 223Q: 3 clusters Score -1653601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1653612.375000 Penalty: 4940.633301
	Iteration 224Q: 3 clusters Score -1653612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1653614.125000 Penalty: 4940.633301
	Iteration 225Q: 3 clusters Score -1653614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1653618.250000 Penalty: 4940.633301
	Iteration 226Q: 3 clusters Score -1653618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1653624.250000 Penalty: 4940.633301
	Iteration 227Q: 3 clusters Score -1653624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1653634.750000 Penalty: 4940.633301
	Iteration 228Q: 3 clusters Score -1653635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1653635.625000 Penalty: 4940.633301
	Iteration 229Q: 3 clusters Score -1653636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1653639.625000 Penalty: 4940.633301
	Iteration 230Q: 3 clusters Score -1653640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1653632.250000 Penalty: 4940.633301
	Iteration 231Q: 3 clusters Score -1653632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1653640.500000 Penalty: 4940.633301
	Iteration 232Q: 3 clusters Score -1653640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1653644.750000 Penalty: 4940.633301
	Iteration 233Q: 3 clusters Score -1653645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1653653.000000 Penalty: 4940.633301
	Iteration 234Q: 3 clusters Score -1653653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1653658.000000 Penalty: 4940.633301
	Iteration 235Q: 3 clusters Score -1653658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1653657.375000 Penalty: 4940.633301
	Iteration 236Q: 3 clusters Score -1653657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1653657.750000 Penalty: 4940.633301
	Iteration 237Q: 3 clusters Score -1653658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1653665.750000 Penalty: 4940.633301
	Iteration 238Q: 3 clusters Score -1653666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1653666.125000 Penalty: 4940.633301
	Iteration 239Q: 3 clusters Score -1653666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1653669.250000 Penalty: 4940.633301
	Iteration 240F: 3 clusters Score -1653669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1653675.625000 Penalty: 4940.633301
	Iteration 241Q: 3 clusters Score -1653676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1653682.750000 Penalty: 4940.633301
	Iteration 242Q: 3 clusters Score -1653683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1653682.875000 Penalty: 4940.633301
	Iteration 243Q: 3 clusters Score -1653683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1653684.000000 Penalty: 4940.633301
	Iteration 244Q: 3 clusters Score -1653684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1653696.125000 Penalty: 4940.633301
	Iteration 245Q: 3 clusters Score -1653696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1653698.125000 Penalty: 4940.633301
	Iteration 246Q: 3 clusters Score -1653698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1653703.500000 Penalty: 4940.633301
	Iteration 247Q: 3 clusters Score -1653704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1653707.000000 Penalty: 4940.633301
	Iteration 248Q: 3 clusters Score -1653707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1653716.625000 Penalty: 4940.633301
	Iteration 249Q: 3 clusters Score -1653717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1653714.125000 Penalty: 4940.633301
	Iteration 250Q: 3 clusters Score -1653714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1653715.625000 Penalty: 4940.633301
	Iteration 251Q: 3 clusters Score -1653716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1653721.125000 Penalty: 4940.633301
	Iteration 252Q: 3 clusters Score -1653721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1653725.500000 Penalty: 4940.633301
	Iteration 253Q: 3 clusters Score -1653726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1653734.500000 Penalty: 4940.633301
	Iteration 254Q: 3 clusters Score -1653734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1653728.000000 Penalty: 4940.633301
	Iteration 255Q: 3 clusters Score -1653728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1653733.250000 Penalty: 4940.633301
	Iteration 256Q: 3 clusters Score -1653733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1653737.375000 Penalty: 4940.633301
	Iteration 257Q: 3 clusters Score -1653737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1653747.000000 Penalty: 4940.633301
	Iteration 258Q: 3 clusters Score -1653747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1653759.500000 Penalty: 4940.633301
	Iteration 259Q: 3 clusters Score -1653760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1653762.500000 Penalty: 4940.633301
	Iteration 260F: 3 clusters Score -1653762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1653766.000000 Penalty: 4940.633301
	Iteration 261Q: 3 clusters Score -1653766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1653781.625000 Penalty: 4940.633301
	Iteration 262Q: 3 clusters Score -1653782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1653789.250000 Penalty: 4940.633301
	Iteration 263Q: 3 clusters Score -1653789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1653797.625000 Penalty: 4940.633301
	Iteration 264Q: 3 clusters Score -1653798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1653804.875000 Penalty: 4940.633301
	Iteration 265Q: 3 clusters Score -1653805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1653815.500000 Penalty: 4940.633301
	Iteration 266Q: 3 clusters Score -1653816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1653823.625000 Penalty: 4940.633301
	Iteration 267Q: 3 clusters Score -1653824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1653829.750000 Penalty: 4940.633301
	Iteration 268Q: 3 clusters Score -1653830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1653836.500000 Penalty: 4940.633301
	Iteration 269Q: 3 clusters Score -1653836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1653837.875000 Penalty: 4940.633301
	Iteration 270Q: 3 clusters Score -1653838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1653842.750000 Penalty: 4940.633301
	Iteration 271Q: 3 clusters Score -1653843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1653850.500000 Penalty: 4940.633301
	Iteration 272Q: 3 clusters Score -1653850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1653857.000000 Penalty: 4940.633301
	Iteration 273Q: 3 clusters Score -1653857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1653866.500000 Penalty: 4940.633301
	Iteration 274Q: 3 clusters Score -1653866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1653871.250000 Penalty: 4940.633301
	Iteration 275Q: 3 clusters Score -1653871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1653884.250000 Penalty: 4940.633301
	Iteration 276Q: 3 clusters Score -1653884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1653895.625000 Penalty: 4940.633301
	Iteration 277Q: 3 clusters Score -1653896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1653901.625000 Penalty: 4940.633301
	Iteration 278Q: 3 clusters Score -1653902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1653913.875000 Penalty: 4940.633301
	Iteration 279Q: 3 clusters Score -1653914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1653915.500000 Penalty: 4940.633301
	Iteration 280F: 3 clusters Score -1653916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1653914.750000 Penalty: 4940.633301
	Iteration 281Q: 3 clusters Score -1653915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1653913.750000 Penalty: 4940.633301
	Iteration 282Q: 3 clusters Score -1653914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1653916.625000 Penalty: 4940.633301
	Iteration 283Q: 3 clusters Score -1653917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -1653918.875000 Penalty: 4940.633301
	Iteration 284Q: 3 clusters Score -1653919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1653921.875000 Penalty: 4940.633301
	Iteration 285Q: 3 clusters Score -1653922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1653923.750000 Penalty: 4940.633301
	Iteration 286Q: 3 clusters Score -1653924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -1653924.250000 Penalty: 4940.633301
	Iteration 287Q: 3 clusters Score -1653924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1653926.125000 Penalty: 4940.633301
	Iteration 288Q: 3 clusters Score -1653926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1653925.000000 Penalty: 4940.633301
	Iteration 289Q: 3 clusters Score -1653925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1653924.375000 Penalty: 4940.633301
	Iteration 290Q: 3 clusters Score -1653924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1653927.250000 Penalty: 4940.633301
	Iteration 291Q: 3 clusters Score -1653927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1653925.875000 Penalty: 4940.633301
	Iteration 292Q: 3 clusters Score -1653926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -1653927.375000 Penalty: 4940.633301
	Iteration 293Q: 3 clusters Score -1653927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1653926.500000 Penalty: 4940.633301
	Iteration 294Q: 3 clusters Score -1653926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1653926.875000 Penalty: 4940.633301
	Iteration 295Q: 3 clusters Score -1653927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1653927.750000 Penalty: 4940.633301
	Iteration 296Q: 3 clusters Score -1653928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1653929.500000 Penalty: 4940.633301
	Iteration 297Q: 3 clusters Score -1653930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1653928.250000 Penalty: 4940.633301
	Iteration 298Q: 3 clusters Score -1653928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1653928.875000 Penalty: 4940.633301
	Iteration 299Q: 3 clusters Score -1653929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1653930.000000 Penalty: 4940.633301
	Iteration 300F: 3 clusters Score -1653930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1653930.000000 Penalty: 4940.633301
	Iteration 301Q: 3 clusters Score -1653930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1653929.500000 Penalty: 4940.633301
	Iteration 302Q: 3 clusters Score -1653930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1653929.500000 Penalty: 4940.633301
	Iteration 303F: 3 clusters Score -1653930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -669184.812500 Penalty: 2246.529541
	Iteration 0F: 2 clusters Score -669184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -662503.875000 Penalty: 4493.059082
	Iteration 0F: 3 clusters Score -662503.9 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -664349.437500 Penalty: 4493.059082
	Iteration 1F: 3 clusters Score -664349.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -664582.000000 Penalty: 4493.059082
	Iteration 2F: 3 clusters Score -664582 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -664756.625000 Penalty: 4493.059082
	Iteration 3Q: 3 clusters Score -664756.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -664879.062500 Penalty: 4493.059082
	Iteration 4Q: 3 clusters Score -664879.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -664967.312500 Penalty: 4493.059082
	Iteration 5Q: 3 clusters Score -664967.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -665046.500000 Penalty: 4493.059082
	Iteration 6Q: 3 clusters Score -665046.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -665115.875000 Penalty: 4493.059082
	Iteration 7Q: 3 clusters Score -665115.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -665192.312500 Penalty: 4493.059082
	Iteration 8Q: 3 clusters Score -665192.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -665286.875000 Penalty: 4493.059082
	Iteration 9Q: 3 clusters Score -665286.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -665380.000000 Penalty: 4493.059082
	Iteration 10Q: 3 clusters Score -665380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -665482.187500 Penalty: 4493.059082
	Iteration 11Q: 3 clusters Score -665482.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -665604.687500 Penalty: 4493.059082
	Iteration 12Q: 3 clusters Score -665604.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -665750.000000 Penalty: 4493.059082
	Iteration 13Q: 3 clusters Score -665750 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -665948.937500 Penalty: 4493.059082
	Iteration 14Q: 3 clusters Score -665948.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -666211.375000 Penalty: 4493.059082
	Iteration 15Q: 3 clusters Score -666211.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -666503.437500 Penalty: 4493.059082
	Iteration 16Q: 3 clusters Score -666503.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -666782.312500 Penalty: 4493.059082
	Iteration 17Q: 3 clusters Score -666782.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -667020.687500 Penalty: 4493.059082
	Iteration 18Q: 3 clusters Score -667020.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -667187.125000 Penalty: 4493.059082
	Iteration 19Q: 3 clusters Score -667187.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -667287.562500 Penalty: 4493.059082
	Iteration 20F: 3 clusters Score -667287.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -667347.187500 Penalty: 4493.059082
	Iteration 21Q: 3 clusters Score -667347.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -667379.937500 Penalty: 4493.059082
	Iteration 22Q: 3 clusters Score -667379.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -667398.562500 Penalty: 4493.059082
	Iteration 23Q: 3 clusters Score -667398.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -667419.125000 Penalty: 4493.059082
	Iteration 24Q: 3 clusters Score -667419.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -667433.750000 Penalty: 4493.059082
	Iteration 25Q: 3 clusters Score -667433.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -667445.500000 Penalty: 4493.059082
	Iteration 26Q: 3 clusters Score -667445.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -667455.125000 Penalty: 4493.059082
	Iteration 27Q: 3 clusters Score -667455.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -667461.750000 Penalty: 4493.059082
	Iteration 28Q: 3 clusters Score -667461.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -667467.750000 Penalty: 4493.059082
	Iteration 29Q: 3 clusters Score -667467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -667470.062500 Penalty: 4493.059082
	Iteration 30Q: 3 clusters Score -667470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -667475.125000 Penalty: 4493.059082
	Iteration 31Q: 3 clusters Score -667475.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -667479.625000 Penalty: 4493.059082
	Iteration 32Q: 3 clusters Score -667479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -667479.750000 Penalty: 4493.059082
	Iteration 33Q: 3 clusters Score -667479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -667483.312500 Penalty: 4493.059082
	Iteration 34Q: 3 clusters Score -667483.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -667487.437500 Penalty: 4493.059082
	Iteration 35Q: 3 clusters Score -667487.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -667489.562500 Penalty: 4493.059082
	Iteration 36Q: 3 clusters Score -667489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -667492.062500 Penalty: 4493.059082
	Iteration 37Q: 3 clusters Score -667492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -667494.500000 Penalty: 4493.059082
	Iteration 38Q: 3 clusters Score -667494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -667499.812500 Penalty: 4493.059082
	Iteration 39Q: 3 clusters Score -667499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -667503.187500 Penalty: 4493.059082
	Iteration 40F: 3 clusters Score -667503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -667505.937500 Penalty: 4493.059082
	Iteration 41Q: 3 clusters Score -667505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -667506.312500 Penalty: 4493.059082
	Iteration 42Q: 3 clusters Score -667506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -667507.062500 Penalty: 4493.059082
	Iteration 43Q: 3 clusters Score -667507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -667507.062500 Penalty: 4493.059082
	Iteration 44F: 3 clusters Score -667507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Entering Unmasked Estep 
Score: -2733887.250000 Penalty: 2595.472412
	Iteration 0F: 2 clusters Score -2733887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2710294.250000 Penalty: 5190.944824
	Iteration 0F: 3 clusters Score -2710294 nChanged 15943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2719620.500000 Penalty: 5190.944824
	Iteration 1F: 3 clusters Score -2719620 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2720840.750000 Penalty: 5190.944824
	Iteration 2F: 3 clusters Score -2720841 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2722322.250000 Penalty: 5190.944824
	Iteration 3F: 3 clusters Score -2722322 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2724155.750000 Penalty: 5190.944824
	Iteration 4F: 3 clusters Score -2724156 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2726274.250000 Penalty: 5190.944824
	Iteration 5F: 3 clusters Score -2726274 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2728407.250000 Penalty: 5190.944824
	Iteration 6F: 3 clusters Score -2728407 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -2730113.000000 Penalty: 5190.944824
	Iteration 7F: 3 clusters Score -2730113 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -2731388.000000 Penalty: 5190.944824
	Iteration 8Q: 3 clusters Score -2731388 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -2732112.750000 Penalty: 5190.944824
	Iteration 9Q: 3 clusters Score -2732113 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -2732480.250000 Penalty: 5190.944824
	Iteration 10Q: 3 clusters Score -2732480 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -2732680.750000 Penalty: 5190.944824
	Iteration 11Q: 3 clusters Score -2732681 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2732810.750000 Penalty: 5190.944824
	Iteration 12Q: 3 clusters Score -2732811 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2732915.250000 Penalty: 5190.944824
	Iteration 13Q: 3 clusters Score -2732915 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -2732975.750000 Penalty: 5190.944824
	Iteration 14Q: 3 clusters Score -2732976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -2733042.000000 Penalty: 5190.944824
	Iteration 15Q: 3 clusters Score -2733042 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2733090.750000 Penalty: 5190.944824
	Iteration 16Q: 3 clusters Score -2733091 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -2733137.750000 Penalty: 5190.944824
	Iteration 17Q: 3 clusters Score -2733138 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -2733174.750000 Penalty: 5190.944824
	Iteration 18Q: 3 clusters Score -2733175 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -2733207.000000 Penalty: 5190.944824
	Iteration 19Q: 3 clusters Score -2733207 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -2733222.250000 Penalty: 5190.944824
	Iteration 20F: 3 clusters Score -2733222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -2733238.250000 Penalty: 5190.944824
	Iteration 21Q: 3 clusters Score -2733238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -2733251.750000 Penalty: 5190.944824
	Iteration 22Q: 3 clusters Score -2733252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -2733269.000000 Penalty: 5190.944824
	Iteration 23Q: 3 clusters Score -2733269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -2733281.500000 Penalty: 5190.944824
	Iteration 24Q: 3 clusters Score -2733282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2733294.000000 Penalty: 5190.944824
	Iteration 25Q: 3 clusters Score -2733294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -2733315.500000 Penalty: 5190.944824
	Iteration 26Q: 3 clusters Score -2733316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -2733338.500000 Penalty: 5190.944824
	Iteration 27Q: 3 clusters Score -2733338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -2733362.000000 Penalty: 5190.944824
	Iteration 28Q: 3 clusters Score -2733362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -2733379.750000 Penalty: 5190.944824
	Iteration 29Q: 3 clusters Score -2733380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -2733386.250000 Penalty: 5190.944824
	Iteration 30Q: 3 clusters Score -2733386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2733398.250000 Penalty: 5190.944824
	Iteration 31Q: 3 clusters Score -2733398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -2733406.500000 Penalty: 5190.944824
	Iteration 32Q: 3 clusters Score -2733406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -2733405.500000 Penalty: 5190.944824
	Iteration 33Q: 3 clusters Score -2733406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -2733410.250000 Penalty: 5190.944824
	Iteration 34Q: 3 clusters Score -2733410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -2733411.500000 Penalty: 5190.944824
	Iteration 35Q: 3 clusters Score -2733412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -2733425.250000 Penalty: 5190.944824
	Iteration 36Q: 3 clusters Score -2733425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -2733432.750000 Penalty: 5190.944824
	Iteration 37Q: 3 clusters Score -2733433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -2733444.000000 Penalty: 5190.944824
	Iteration 38Q: 3 clusters Score -2733444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -2733456.250000 Penalty: 5190.944824
	Iteration 39Q: 3 clusters Score -2733456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -2733460.750000 Penalty: 5190.944824
	Iteration 40F: 3 clusters Score -2733461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -2733465.250000 Penalty: 5190.944824
	Iteration 41Q: 3 clusters Score -2733465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -2733459.250000 Penalty: 5190.944824
	Iteration 42Q: 3 clusters Score -2733459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -2733467.750000 Penalty: 5190.944824
	Iteration 43Q: 3 clusters Score -2733468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -2733470.000000 Penalty: 5190.944824
	Iteration 44Q: 3 clusters Score -2733470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -2733470.500000 Penalty: 5190.944824
	Iteration 45Q: 3 clusters Score -2733470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -2733470.000000 Penalty: 5190.944824
	Iteration 46Q: 3 clusters Score -2733470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -2733468.750000 Penalty: 5190.944824
	Iteration 47Q: 3 clusters Score -2733469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -2733468.750000 Penalty: 5190.944824
	Iteration 48Q: 3 clusters Score -2733469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -2733472.250000 Penalty: 5190.944824
	Iteration 49Q: 3 clusters Score -2733472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -2733466.750000 Penalty: 5190.944824
	Iteration 50Q: 3 clusters Score -2733467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -2733466.750000 Penalty: 5190.944824
	Iteration 51F: 3 clusters Score -2733467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Entering Unmasked Estep 
Score: -2227302.750000 Penalty: 2528.554443
	Iteration 0F: 2 clusters Score -2227303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2208827.500000 Penalty: 5057.108887
	Iteration 0F: 3 clusters Score -2208828 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2215536.500000 Penalty: 5057.108887
	Iteration 1F: 3 clusters Score -2215536 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2216174.750000 Penalty: 5057.108887
	Iteration 2F: 3 clusters Score -2216175 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2216786.750000 Penalty: 5057.108887
	Iteration 3F: 3 clusters Score -2216787 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2217485.250000 Penalty: 5057.108887
	Iteration 4F: 3 clusters Score -2217485 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2218309.250000 Penalty: 5057.108887
	Iteration 5F: 3 clusters Score -2218309 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2219423.750000 Penalty: 5057.108887
	Iteration 6F: 3 clusters Score -2219424 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2220776.250000 Penalty: 5057.108887
	Iteration 7F: 3 clusters Score -2220776 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2222120.250000 Penalty: 5057.108887
	Iteration 8F: 3 clusters Score -2222120 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2223250.750000 Penalty: 5057.108887
	Iteration 9Q: 3 clusters Score -2223251 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2224017.000000 Penalty: 5057.108887
	Iteration 10Q: 3 clusters Score -2224017 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -2224468.250000 Penalty: 5057.108887
	Iteration 11Q: 3 clusters Score -2224468 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2224724.000000 Penalty: 5057.108887
	Iteration 12Q: 3 clusters Score -2224724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2224866.500000 Penalty: 5057.108887
	Iteration 13Q: 3 clusters Score -2224866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -2224950.000000 Penalty: 5057.108887
	Iteration 14Q: 3 clusters Score -2224950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -2224999.500000 Penalty: 5057.108887
	Iteration 15Q: 3 clusters Score -2225000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -2225020.750000 Penalty: 5057.108887
	Iteration 16Q: 3 clusters Score -2225021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2225038.500000 Penalty: 5057.108887
	Iteration 17Q: 3 clusters Score -2225038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2225043.750000 Penalty: 5057.108887
	Iteration 18Q: 3 clusters Score -2225044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2225054.750000 Penalty: 5057.108887
	Iteration 19Q: 3 clusters Score -2225055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -2225065.000000 Penalty: 5057.108887
	Iteration 20F: 3 clusters Score -2225065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2225063.000000 Penalty: 5057.108887
	Iteration 21Q: 3 clusters Score -2225063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -2225065.250000 Penalty: 5057.108887
	Iteration 22Q: 3 clusters Score -2225065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2225074.250000 Penalty: 5057.108887
	Iteration 23Q: 3 clusters Score -2225074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2225077.250000 Penalty: 5057.108887
	Iteration 24Q: 3 clusters Score -2225077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2225079.750000 Penalty: 5057.108887
	Iteration 25Q: 3 clusters Score -2225080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2225079.500000 Penalty: 5057.108887
	Iteration 26Q: 3 clusters Score -2225080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -2225079.500000 Penalty: 5057.108887
	Iteration 27F: 3 clusters Score -2225080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -209111.593750 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -209111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -206018.171875 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -206018.2 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -206638.125000 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -206638.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -206799.578125 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -206799.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -206908.703125 Penalty: 3935.696289
	Iteration 3Q: 3 clusters Score -206908.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -206991.781250 Penalty: 3935.696289
	Iteration 4Q: 3 clusters Score -206991.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -207063.312500 Penalty: 3935.696289
	Iteration 5Q: 3 clusters Score -207063.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -207108.343750 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -207108.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -207147.296875 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -207147.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -207186.375000 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -207186.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -207224.656250 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -207224.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -207257.546875 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -207257.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -207289.062500 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -207289.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -207315.093750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -207315.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -207343.984375 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -207344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -207366.140625 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -207366.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -207385.546875 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -207385.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -207406.031250 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -207406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -207422.406250 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -207422.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -207440.625000 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -207440.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -207457.656250 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -207457.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -207480.703125 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -207480.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -207505.765625 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -207505.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -207529.156250 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -207529.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -207549.828125 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -207549.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -207574.531250 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -207574.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -207603.953125 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -207604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -207629.468750 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -207629.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -207654.703125 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -207654.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -207687.312500 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -207687.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -207727.453125 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -207727.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -207763.984375 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -207764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -207788.765625 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -207788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -207810.296875 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -207810.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -207826.750000 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -207826.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -207843.218750 Penalty: 3935.696289
	Iteration 34Q: 3 clusters Score -207843.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -207859.078125 Penalty: 3935.696289
	Iteration 35Q: 3 clusters Score -207859.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -207871.078125 Penalty: 3935.696289
	Iteration 36Q: 3 clusters Score -207871.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -207880.296875 Penalty: 3935.696289
	Iteration 37Q: 3 clusters Score -207880.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -207889.812500 Penalty: 3935.696289
	Iteration 38Q: 3 clusters Score -207889.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -207897.812500 Penalty: 3935.696289
	Iteration 39Q: 3 clusters Score -207897.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -207907.750000 Penalty: 3935.696289
	Iteration 40F: 3 clusters Score -207907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -207922.296875 Penalty: 3935.696289
	Iteration 41Q: 3 clusters Score -207922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -207933.218750 Penalty: 3935.696289
	Iteration 42Q: 3 clusters Score -207933.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -207948.937500 Penalty: 3935.696289
	Iteration 43Q: 3 clusters Score -207948.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -207964.078125 Penalty: 3935.696289
	Iteration 44Q: 3 clusters Score -207964.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -207976.187500 Penalty: 3935.696289
	Iteration 45Q: 3 clusters Score -207976.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -207986.515625 Penalty: 3935.696289
	Iteration 46Q: 3 clusters Score -207986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -207996.750000 Penalty: 3935.696289
	Iteration 47Q: 3 clusters Score -207996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -208000.250000 Penalty: 3935.696289
	Iteration 48Q: 3 clusters Score -208000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -208000.250000 Penalty: 3935.696289
	Iteration 49F: 3 clusters Score -208000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Entering Unmasked Estep 
Score: -4154942.000000 Penalty: 2685.561279
	Iteration 0F: 2 clusters Score -4154942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4120777.750000 Penalty: 5371.122559
	Iteration 0F: 3 clusters Score -4120778 nChanged 23344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4133637.000000 Penalty: 5371.122559
	Iteration 1F: 3 clusters Score -4133637 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4134083.500000 Penalty: 5371.122559
	Iteration 2Q: 3 clusters Score -4134084 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4134553.250000 Penalty: 5371.122559
	Iteration 3Q: 3 clusters Score -4134553 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4135090.750000 Penalty: 5371.122559
	Iteration 4Q: 3 clusters Score -4135091 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4135749.750000 Penalty: 5371.122559
	Iteration 5Q: 3 clusters Score -4135750 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4136654.500000 Penalty: 5371.122559
	Iteration 6Q: 3 clusters Score -4136654 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -4138123.000000 Penalty: 5371.122559
	Iteration 7F: 3 clusters Score -4138123 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4140329.000000 Penalty: 5371.122559
	Iteration 8F: 3 clusters Score -4140329 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4143294.500000 Penalty: 5371.122559
	Iteration 9F: 3 clusters Score -4143294 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -4146534.250000 Penalty: 5371.122559
	Iteration 10F: 3 clusters Score -4146534 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4149242.500000 Penalty: 5371.122559
	Iteration 11F: 3 clusters Score -4149242 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4150947.000000 Penalty: 5371.122559
	Iteration 12Q: 3 clusters Score -4150947 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4151818.500000 Penalty: 5371.122559
	Iteration 13Q: 3 clusters Score -4151818 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4152317.750000 Penalty: 5371.122559
	Iteration 14Q: 3 clusters Score -4152318 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4152558.500000 Penalty: 5371.122559
	Iteration 15Q: 3 clusters Score -4152558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4152675.500000 Penalty: 5371.122559
	Iteration 16Q: 3 clusters Score -4152676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4152745.000000 Penalty: 5371.122559
	Iteration 17Q: 3 clusters Score -4152745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4152789.000000 Penalty: 5371.122559
	Iteration 18Q: 3 clusters Score -4152789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4152820.250000 Penalty: 5371.122559
	Iteration 19Q: 3 clusters Score -4152820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4152879.500000 Penalty: 5371.122559
	Iteration 20F: 3 clusters Score -4152880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4152925.000000 Penalty: 5371.122559
	Iteration 21Q: 3 clusters Score -4152925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4152976.750000 Penalty: 5371.122559
	Iteration 22Q: 3 clusters Score -4152977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4153002.750000 Penalty: 5371.122559
	Iteration 23Q: 3 clusters Score -4153003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4153016.250000 Penalty: 5371.122559
	Iteration 24Q: 3 clusters Score -4153016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4153022.250000 Penalty: 5371.122559
	Iteration 25Q: 3 clusters Score -4153022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4153027.500000 Penalty: 5371.122559
	Iteration 26Q: 3 clusters Score -4153028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4153038.250000 Penalty: 5371.122559
	Iteration 27Q: 3 clusters Score -4153038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4153041.750000 Penalty: 5371.122559
	Iteration 28Q: 3 clusters Score -4153042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4153051.500000 Penalty: 5371.122559
	Iteration 29Q: 3 clusters Score -4153052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4153052.250000 Penalty: 5371.122559
	Iteration 30Q: 3 clusters Score -4153052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4153051.500000 Penalty: 5371.122559
	Iteration 31Q: 3 clusters Score -4153052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4153053.250000 Penalty: 5371.122559
	Iteration 32Q: 3 clusters Score -4153053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4153055.000000 Penalty: 5371.122559
	Iteration 33Q: 3 clusters Score -4153055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4153054.750000 Penalty: 5371.122559
	Iteration 34Q: 3 clusters Score -4153055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4153059.500000 Penalty: 5371.122559
	Iteration 35Q: 3 clusters Score -4153060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4153073.000000 Penalty: 5371.122559
	Iteration 36Q: 3 clusters Score -4153073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4153076.500000 Penalty: 5371.122559
	Iteration 37Q: 3 clusters Score -4153076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4153079.750000 Penalty: 5371.122559
	Iteration 38Q: 3 clusters Score -4153080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4153085.500000 Penalty: 5371.122559
	Iteration 39Q: 3 clusters Score -4153086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4153088.000000 Penalty: 5371.122559
	Iteration 40F: 3 clusters Score -4153088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4153087.750000 Penalty: 5371.122559
	Iteration 41Q: 3 clusters Score -4153088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4153086.250000 Penalty: 5371.122559
	Iteration 42Q: 3 clusters Score -4153086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4153087.250000 Penalty: 5371.122559
	Iteration 43Q: 3 clusters Score -4153087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4153087.250000 Penalty: 5371.122559
	Iteration 44F: 3 clusters Score -4153087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Entering Unmasked Estep 
Score: -3168831.500000 Penalty: 2630.107422
	Iteration 0F: 2 clusters Score -3168832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3141469.250000 Penalty: 5260.214844
	Iteration 0F: 3 clusters Score -3141469 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3151742.000000 Penalty: 5260.214844
	Iteration 1F: 3 clusters Score -3151742 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3152414.250000 Penalty: 5260.214844
	Iteration 2Q: 3 clusters Score -3152414 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3153041.750000 Penalty: 5260.214844
	Iteration 3Q: 3 clusters Score -3153042 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3153665.250000 Penalty: 5260.214844
	Iteration 4Q: 3 clusters Score -3153665 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3154339.500000 Penalty: 5260.214844
	Iteration 5Q: 3 clusters Score -3154340 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3155114.000000 Penalty: 5260.214844
	Iteration 6Q: 3 clusters Score -3155114 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3156008.250000 Penalty: 5260.214844
	Iteration 7Q: 3 clusters Score -3156008 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3157035.000000 Penalty: 5260.214844
	Iteration 8Q: 3 clusters Score -3157035 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3158102.750000 Penalty: 5260.214844
	Iteration 9Q: 3 clusters Score -3158103 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3159081.000000 Penalty: 5260.214844
	Iteration 10Q: 3 clusters Score -3159081 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3159853.250000 Penalty: 5260.214844
	Iteration 11Q: 3 clusters Score -3159853 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3160377.000000 Penalty: 5260.214844
	Iteration 12Q: 3 clusters Score -3160377 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3160763.500000 Penalty: 5260.214844
	Iteration 13Q: 3 clusters Score -3160764 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3161035.000000 Penalty: 5260.214844
	Iteration 14Q: 3 clusters Score -3161035 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3161198.500000 Penalty: 5260.214844
	Iteration 15Q: 3 clusters Score -3161198 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3161347.000000 Penalty: 5260.214844
	Iteration 16Q: 3 clusters Score -3161347 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3161440.250000 Penalty: 5260.214844
	Iteration 17Q: 3 clusters Score -3161440 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3161523.250000 Penalty: 5260.214844
	Iteration 18Q: 3 clusters Score -3161523 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3161601.250000 Penalty: 5260.214844
	Iteration 19Q: 3 clusters Score -3161601 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3161674.250000 Penalty: 5260.214844
	Iteration 20F: 3 clusters Score -3161674 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3161740.500000 Penalty: 5260.214844
	Iteration 21Q: 3 clusters Score -3161740 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3161813.250000 Penalty: 5260.214844
	Iteration 22Q: 3 clusters Score -3161813 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3161848.000000 Penalty: 5260.214844
	Iteration 23Q: 3 clusters Score -3161848 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3161919.250000 Penalty: 5260.214844
	Iteration 24Q: 3 clusters Score -3161919 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -3161981.500000 Penalty: 5260.214844
	Iteration 25Q: 3 clusters Score -3161982 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3162032.750000 Penalty: 5260.214844
	Iteration 26Q: 3 clusters Score -3162033 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3162096.500000 Penalty: 5260.214844
	Iteration 27Q: 3 clusters Score -3162096 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3162162.000000 Penalty: 5260.214844
	Iteration 28Q: 3 clusters Score -3162162 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3162216.000000 Penalty: 5260.214844
	Iteration 29Q: 3 clusters Score -3162216 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -3162258.750000 Penalty: 5260.214844
	Iteration 30Q: 3 clusters Score -3162259 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3162316.000000 Penalty: 5260.214844
	Iteration 31Q: 3 clusters Score -3162316 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3162365.750000 Penalty: 5260.214844
	Iteration 32Q: 3 clusters Score -3162366 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3162416.500000 Penalty: 5260.214844
	Iteration 33Q: 3 clusters Score -3162416 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3162462.750000 Penalty: 5260.214844
	Iteration 34Q: 3 clusters Score -3162463 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3162512.000000 Penalty: 5260.214844
	Iteration 35Q: 3 clusters Score -3162512 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3162558.000000 Penalty: 5260.214844
	Iteration 36Q: 3 clusters Score -3162558 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3162626.000000 Penalty: 5260.214844
	Iteration 37Q: 3 clusters Score -3162626 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3162686.500000 Penalty: 5260.214844
	Iteration 38Q: 3 clusters Score -3162686 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -3162748.750000 Penalty: 5260.214844
	Iteration 39Q: 3 clusters Score -3162749 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -3162827.750000 Penalty: 5260.214844
	Iteration 40F: 3 clusters Score -3162828 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3162890.000000 Penalty: 5260.214844
	Iteration 41Q: 3 clusters Score -3162890 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3162953.250000 Penalty: 5260.214844
	Iteration 42Q: 3 clusters Score -3162953 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3163006.750000 Penalty: 5260.214844
	Iteration 43Q: 3 clusters Score -3163007 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3163066.750000 Penalty: 5260.214844
	Iteration 44Q: 3 clusters Score -3163067 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3163162.500000 Penalty: 5260.214844
	Iteration 45Q: 3 clusters Score -3163162 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3163235.750000 Penalty: 5260.214844
	Iteration 46Q: 3 clusters Score -3163236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3163328.500000 Penalty: 5260.214844
	Iteration 47Q: 3 clusters Score -3163328 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -3163420.750000 Penalty: 5260.214844
	Iteration 48Q: 3 clusters Score -3163421 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3163527.250000 Penalty: 5260.214844
	Iteration 49Q: 3 clusters Score -3163527 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -3163648.250000 Penalty: 5260.214844
	Iteration 50Q: 3 clusters Score -3163648 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -3163797.500000 Penalty: 5260.214844
	Iteration 51Q: 3 clusters Score -3163798 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3163908.750000 Penalty: 5260.214844
	Iteration 52Q: 3 clusters Score -3163909 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -3164056.500000 Penalty: 5260.214844
	Iteration 53Q: 3 clusters Score -3164056 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3164205.750000 Penalty: 5260.214844
	Iteration 54Q: 3 clusters Score -3164206 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -3164376.000000 Penalty: 5260.214844
	Iteration 55Q: 3 clusters Score -3164376 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -3164539.250000 Penalty: 5260.214844
	Iteration 56Q: 3 clusters Score -3164539 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -3164755.000000 Penalty: 5260.214844
	Iteration 57Q: 3 clusters Score -3164755 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -3164910.750000 Penalty: 5260.214844
	Iteration 58Q: 3 clusters Score -3164911 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -3165059.250000 Penalty: 5260.214844
	Iteration 59Q: 3 clusters Score -3165059 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -3165205.500000 Penalty: 5260.214844
	Iteration 60F: 3 clusters Score -3165206 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -3165359.750000 Penalty: 5260.214844
	Iteration 61Q: 3 clusters Score -3165360 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -3165497.750000 Penalty: 5260.214844
	Iteration 62Q: 3 clusters Score -3165498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -3165624.750000 Penalty: 5260.214844
	Iteration 63Q: 3 clusters Score -3165625 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -3165739.500000 Penalty: 5260.214844
	Iteration 64Q: 3 clusters Score -3165740 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -3165849.500000 Penalty: 5260.214844
	Iteration 65Q: 3 clusters Score -3165850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -3165924.500000 Penalty: 5260.214844
	Iteration 66Q: 3 clusters Score -3165924 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -3166006.750000 Penalty: 5260.214844
	Iteration 67Q: 3 clusters Score -3166007 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3166097.500000 Penalty: 5260.214844
	Iteration 68Q: 3 clusters Score -3166098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -3166186.750000 Penalty: 5260.214844
	Iteration 69Q: 3 clusters Score -3166187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -3166248.250000 Penalty: 5260.214844
	Iteration 70Q: 3 clusters Score -3166248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -3166314.750000 Penalty: 5260.214844
	Iteration 71Q: 3 clusters Score -3166315 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -3166349.750000 Penalty: 5260.214844
	Iteration 72Q: 3 clusters Score -3166350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -3166377.250000 Penalty: 5260.214844
	Iteration 73Q: 3 clusters Score -3166377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -3166416.250000 Penalty: 5260.214844
	Iteration 74Q: 3 clusters Score -3166416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -3166440.250000 Penalty: 5260.214844
	Iteration 75Q: 3 clusters Score -3166440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -3166462.000000 Penalty: 5260.214844
	Iteration 76Q: 3 clusters Score -3166462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -3166478.250000 Penalty: 5260.214844
	Iteration 77Q: 3 clusters Score -3166478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -3166491.500000 Penalty: 5260.214844
	Iteration 78Q: 3 clusters Score -3166492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -3166504.250000 Penalty: 5260.214844
	Iteration 79Q: 3 clusters Score -3166504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -3166513.500000 Penalty: 5260.214844
	Iteration 80F: 3 clusters Score -3166514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -3166520.000000 Penalty: 5260.214844
	Iteration 81Q: 3 clusters Score -3166520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -3166526.000000 Penalty: 5260.214844
	Iteration 82Q: 3 clusters Score -3166526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -3166536.250000 Penalty: 5260.214844
	Iteration 83Q: 3 clusters Score -3166536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -3166541.750000 Penalty: 5260.214844
	Iteration 84Q: 3 clusters Score -3166542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -3166549.750000 Penalty: 5260.214844
	Iteration 85Q: 3 clusters Score -3166550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -3166560.750000 Penalty: 5260.214844
	Iteration 86Q: 3 clusters Score -3166561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -3166560.500000 Penalty: 5260.214844
	Iteration 87Q: 3 clusters Score -3166560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -3166569.500000 Penalty: 5260.214844
	Iteration 88Q: 3 clusters Score -3166570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -3166578.500000 Penalty: 5260.214844
	Iteration 89Q: 3 clusters Score -3166578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -3166588.250000 Penalty: 5260.214844
	Iteration 90Q: 3 clusters Score -3166588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -3166588.250000 Penalty: 5260.214844
	Iteration 91Q: 3 clusters Score -3166588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -3166591.250000 Penalty: 5260.214844
	Iteration 92Q: 3 clusters Score -3166591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -3166591.000000 Penalty: 5260.214844
	Iteration 93Q: 3 clusters Score -3166591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -3166591.250000 Penalty: 5260.214844
	Iteration 94Q: 3 clusters Score -3166591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -3166591.000000 Penalty: 5260.214844
	Iteration 95Q: 3 clusters Score -3166591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -3166592.000000 Penalty: 5260.214844
	Iteration 96Q: 3 clusters Score -3166592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -3166592.000000 Penalty: 5260.214844
	Iteration 97F: 3 clusters Score -3166592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -770392.562500 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -770392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -763201.250000 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -763201.2 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -765182.750000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -765182.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -765437.312500 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -765437.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -765578.000000 Penalty: 4528.156250
	Iteration 3Q: 3 clusters Score -765578 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -765684.937500 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -765684.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -765775.500000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -765775.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -765861.187500 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -765861.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -765946.812500 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -765946.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -766034.375000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -766034.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -766133.625000 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -766133.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -766240.937500 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -766240.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -766391.000000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -766391 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -766552.875000 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -766552.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -766727.937500 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -766727.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -766925.125000 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -766925.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -767153.562500 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -767153.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -767393.187500 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -767393.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -767598.812500 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -767598.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -767769.187500 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -767769.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -767923.437500 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -767923.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -768036.000000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -768036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -768132.750000 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -768132.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -768209.625000 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -768209.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -768266.312500 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -768266.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -768298.000000 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -768298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -768321.562500 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -768321.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -768340.000000 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -768340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -768352.250000 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -768352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -768357.875000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -768357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -768364.375000 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -768364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -768370.750000 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -768370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -768372.500000 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -768372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -768374.250000 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -768374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -768380.500000 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -768380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -768382.812500 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -768382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -768385.125000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -768385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -768388.187500 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -768388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -768393.312500 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -768393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -768397.687500 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -768397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -768398.187500 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -768398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -768399.687500 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -768399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -768402.750000 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -768402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -768402.875000 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -768402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -768406.375000 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -768406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -768407.312500 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -768407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -768408.375000 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -768408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -768410.187500 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -768410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -768413.750000 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -768413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -768415.375000 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -768415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -768416.562500 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -768416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -768416.562500 Penalty: 4528.156250
	Iteration 50F: 3 clusters Score -768416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Entering Unmasked Estep 
Score: -1484393.375000 Penalty: 2440.297363
	Iteration 0F: 2 clusters Score -1484393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1471141.875000 Penalty: 4880.594727
	Iteration 0F: 3 clusters Score -1471142 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1475322.250000 Penalty: 4880.594727
	Iteration 1F: 3 clusters Score -1475322 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1475783.500000 Penalty: 4880.594727
	Iteration 2F: 3 clusters Score -1475784 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1476323.125000 Penalty: 4880.594727
	Iteration 3F: 3 clusters Score -1476323 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1476836.375000 Penalty: 4880.594727
	Iteration 4F: 3 clusters Score -1476836 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1477356.250000 Penalty: 4880.594727
	Iteration 5Q: 3 clusters Score -1477356 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1477903.375000 Penalty: 4880.594727
	Iteration 6Q: 3 clusters Score -1477903 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1478513.000000 Penalty: 4880.594727
	Iteration 7F: 3 clusters Score -1478513 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1479172.750000 Penalty: 4880.594727
	Iteration 8F: 3 clusters Score -1479173 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1479945.375000 Penalty: 4880.594727
	Iteration 9F: 3 clusters Score -1479945 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1480811.750000 Penalty: 4880.594727
	Iteration 10F: 3 clusters Score -1480812 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1481549.500000 Penalty: 4880.594727
	Iteration 11Q: 3 clusters Score -1481550 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1482034.250000 Penalty: 4880.594727
	Iteration 12Q: 3 clusters Score -1482034 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1482283.625000 Penalty: 4880.594727
	Iteration 13Q: 3 clusters Score -1482284 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1482407.000000 Penalty: 4880.594727
	Iteration 14Q: 3 clusters Score -1482407 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1482481.750000 Penalty: 4880.594727
	Iteration 15Q: 3 clusters Score -1482482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1482519.875000 Penalty: 4880.594727
	Iteration 16Q: 3 clusters Score -1482520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1482569.125000 Penalty: 4880.594727
	Iteration 17Q: 3 clusters Score -1482569 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1482607.125000 Penalty: 4880.594727
	Iteration 18Q: 3 clusters Score -1482607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1482633.250000 Penalty: 4880.594727
	Iteration 19Q: 3 clusters Score -1482633 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1482656.375000 Penalty: 4880.594727
	Iteration 20F: 3 clusters Score -1482656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1482673.750000 Penalty: 4880.594727
	Iteration 21Q: 3 clusters Score -1482674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1482688.500000 Penalty: 4880.594727
	Iteration 22Q: 3 clusters Score -1482688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1482707.750000 Penalty: 4880.594727
	Iteration 23Q: 3 clusters Score -1482708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1482733.125000 Penalty: 4880.594727
	Iteration 24Q: 3 clusters Score -1482733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1482742.625000 Penalty: 4880.594727
	Iteration 25Q: 3 clusters Score -1482743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1482757.000000 Penalty: 4880.594727
	Iteration 26Q: 3 clusters Score -1482757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1482774.000000 Penalty: 4880.594727
	Iteration 27Q: 3 clusters Score -1482774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1482782.000000 Penalty: 4880.594727
	Iteration 28Q: 3 clusters Score -1482782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1482801.125000 Penalty: 4880.594727
	Iteration 29Q: 3 clusters Score -1482801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1482818.250000 Penalty: 4880.594727
	Iteration 30Q: 3 clusters Score -1482818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1482829.000000 Penalty: 4880.594727
	Iteration 31Q: 3 clusters Score -1482829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1482839.125000 Penalty: 4880.594727
	Iteration 32Q: 3 clusters Score -1482839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1482852.125000 Penalty: 4880.594727
	Iteration 33Q: 3 clusters Score -1482852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1482861.625000 Penalty: 4880.594727
	Iteration 34Q: 3 clusters Score -1482862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1482867.875000 Penalty: 4880.594727
	Iteration 35Q: 3 clusters Score -1482868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1482875.375000 Penalty: 4880.594727
	Iteration 36Q: 3 clusters Score -1482875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1482883.750000 Penalty: 4880.594727
	Iteration 37Q: 3 clusters Score -1482884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1482881.875000 Penalty: 4880.594727
	Iteration 38Q: 3 clusters Score -1482882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1482896.625000 Penalty: 4880.594727
	Iteration 39Q: 3 clusters Score -1482897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1482897.500000 Penalty: 4880.594727
	Iteration 40F: 3 clusters Score -1482898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1482902.500000 Penalty: 4880.594727
	Iteration 41Q: 3 clusters Score -1482902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1482904.625000 Penalty: 4880.594727
	Iteration 42Q: 3 clusters Score -1482905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1482908.000000 Penalty: 4880.594727
	Iteration 43Q: 3 clusters Score -1482908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1482908.875000 Penalty: 4880.594727
	Iteration 44Q: 3 clusters Score -1482909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1482907.625000 Penalty: 4880.594727
	Iteration 45Q: 3 clusters Score -1482908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1482908.500000 Penalty: 4880.594727
	Iteration 46Q: 3 clusters Score -1482908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1482908.125000 Penalty: 4880.594727
	Iteration 47Q: 3 clusters Score -1482908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1482909.000000 Penalty: 4880.594727
	Iteration 48Q: 3 clusters Score -1482909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1482908.625000 Penalty: 4880.594727
	Iteration 49Q: 3 clusters Score -1482909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1482912.125000 Penalty: 4880.594727
	Iteration 50Q: 3 clusters Score -1482912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1482914.375000 Penalty: 4880.594727
	Iteration 51Q: 3 clusters Score -1482914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1482920.500000 Penalty: 4880.594727
	Iteration 52Q: 3 clusters Score -1482920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1482922.000000 Penalty: 4880.594727
	Iteration 53Q: 3 clusters Score -1482922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1482922.125000 Penalty: 4880.594727
	Iteration 54Q: 3 clusters Score -1482922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1482923.375000 Penalty: 4880.594727
	Iteration 55Q: 3 clusters Score -1482923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1482924.000000 Penalty: 4880.594727
	Iteration 56Q: 3 clusters Score -1482924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1482925.000000 Penalty: 4880.594727
	Iteration 57Q: 3 clusters Score -1482925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1482931.500000 Penalty: 4880.594727
	Iteration 58Q: 3 clusters Score -1482932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1482927.125000 Penalty: 4880.594727
	Iteration 59Q: 3 clusters Score -1482927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1482931.250000 Penalty: 4880.594727
	Iteration 60F: 3 clusters Score -1482931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1482929.625000 Penalty: 4880.594727
	Iteration 61Q: 3 clusters Score -1482930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1482934.875000 Penalty: 4880.594727
	Iteration 62Q: 3 clusters Score -1482935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1482933.625000 Penalty: 4880.594727
	Iteration 63Q: 3 clusters Score -1482934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1482936.125000 Penalty: 4880.594727
	Iteration 64Q: 3 clusters Score -1482936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1482938.375000 Penalty: 4880.594727
	Iteration 65Q: 3 clusters Score -1482938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1482939.500000 Penalty: 4880.594727
	Iteration 66Q: 3 clusters Score -1482940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1482938.125000 Penalty: 4880.594727
	Iteration 67Q: 3 clusters Score -1482938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1482941.500000 Penalty: 4880.594727
	Iteration 68Q: 3 clusters Score -1482942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1482939.000000 Penalty: 4880.594727
	Iteration 69Q: 3 clusters Score -1482939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1482940.625000 Penalty: 4880.594727
	Iteration 70Q: 3 clusters Score -1482941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -1482941.375000 Penalty: 4880.594727
	Iteration 71Q: 3 clusters Score -1482941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1482943.125000 Penalty: 4880.594727
	Iteration 72Q: 3 clusters Score -1482943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1482943.500000 Penalty: 4880.594727
	Iteration 73Q: 3 clusters Score -1482944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1482944.000000 Penalty: 4880.594727
	Iteration 74Q: 3 clusters Score -1482944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1482945.250000 Penalty: 4880.594727
	Iteration 75Q: 3 clusters Score -1482945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1482947.000000 Penalty: 4880.594727
	Iteration 76Q: 3 clusters Score -1482947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1482947.625000 Penalty: 4880.594727
	Iteration 77Q: 3 clusters Score -1482948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1482950.000000 Penalty: 4880.594727
	Iteration 78Q: 3 clusters Score -1482950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1482945.625000 Penalty: 4880.594727
	Iteration 79Q: 3 clusters Score -1482946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1482945.625000 Penalty: 4880.594727
	Iteration 80F: 3 clusters Score -1482946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1482947.375000 Penalty: 4880.594727
	Iteration 81Q: 3 clusters Score -1482947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1482947.375000 Penalty: 4880.594727
	Iteration 82Q: 3 clusters Score -1482947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1482949.000000 Penalty: 4880.594727
	Iteration 83Q: 3 clusters Score -1482949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1482949.625000 Penalty: 4880.594727
	Iteration 84Q: 3 clusters Score -1482950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1482950.250000 Penalty: 4880.594727
	Iteration 85Q: 3 clusters Score -1482950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1482951.250000 Penalty: 4880.594727
	Iteration 86Q: 3 clusters Score -1482951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1482951.000000 Penalty: 4880.594727
	Iteration 87Q: 3 clusters Score -1482951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1482950.250000 Penalty: 4880.594727
	Iteration 88Q: 3 clusters Score -1482950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1482956.500000 Penalty: 4880.594727
	Iteration 89Q: 3 clusters Score -1482956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1482958.500000 Penalty: 4880.594727
	Iteration 90Q: 3 clusters Score -1482958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1482957.375000 Penalty: 4880.594727
	Iteration 91Q: 3 clusters Score -1482957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1482957.875000 Penalty: 4880.594727
	Iteration 92Q: 3 clusters Score -1482958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1482958.625000 Penalty: 4880.594727
	Iteration 93Q: 3 clusters Score -1482959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1482957.375000 Penalty: 4880.594727
	Iteration 94Q: 3 clusters Score -1482957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1482961.500000 Penalty: 4880.594727
	Iteration 95Q: 3 clusters Score -1482962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -1482960.875000 Penalty: 4880.594727
	Iteration 96Q: 3 clusters Score -1482961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1482960.750000 Penalty: 4880.594727
	Iteration 97Q: 3 clusters Score -1482961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1482960.250000 Penalty: 4880.594727
	Iteration 98Q: 3 clusters Score -1482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1482960.625000 Penalty: 4880.594727
	Iteration 99Q: 3 clusters Score -1482961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1482959.750000 Penalty: 4880.594727
	Iteration 100F: 3 clusters Score -1482960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1482961.750000 Penalty: 4880.594727
	Iteration 101Q: 3 clusters Score -1482962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1482965.125000 Penalty: 4880.594727
	Iteration 102Q: 3 clusters Score -1482965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1482968.500000 Penalty: 4880.594727
	Iteration 103Q: 3 clusters Score -1482968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1482965.125000 Penalty: 4880.594727
	Iteration 104Q: 3 clusters Score -1482965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1482967.250000 Penalty: 4880.594727
	Iteration 105Q: 3 clusters Score -1482967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1482966.625000 Penalty: 4880.594727
	Iteration 106Q: 3 clusters Score -1482967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1482966.500000 Penalty: 4880.594727
	Iteration 107Q: 3 clusters Score -1482966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1482966.750000 Penalty: 4880.594727
	Iteration 108Q: 3 clusters Score -1482967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1482968.375000 Penalty: 4880.594727
	Iteration 109Q: 3 clusters Score -1482968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1482968.875000 Penalty: 4880.594727
	Iteration 110Q: 3 clusters Score -1482969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1482970.125000 Penalty: 4880.594727
	Iteration 111Q: 3 clusters Score -1482970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1482968.750000 Penalty: 4880.594727
	Iteration 112Q: 3 clusters Score -1482969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1482971.000000 Penalty: 4880.594727
	Iteration 113Q: 3 clusters Score -1482971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1482974.750000 Penalty: 4880.594727
	Iteration 114Q: 3 clusters Score -1482975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1482970.625000 Penalty: 4880.594727
	Iteration 115Q: 3 clusters Score -1482971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1482972.625000 Penalty: 4880.594727
	Iteration 116Q: 3 clusters Score -1482973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1482969.375000 Penalty: 4880.594727
	Iteration 117Q: 3 clusters Score -1482969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1482972.750000 Penalty: 4880.594727
	Iteration 118Q: 3 clusters Score -1482973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1482972.375000 Penalty: 4880.594727
	Iteration 119Q: 3 clusters Score -1482972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1482972.625000 Penalty: 4880.594727
	Iteration 120F: 3 clusters Score -1482973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1482978.250000 Penalty: 4880.594727
	Iteration 121Q: 3 clusters Score -1482978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1482979.250000 Penalty: 4880.594727
	Iteration 122Q: 3 clusters Score -1482979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1482980.500000 Penalty: 4880.594727
	Iteration 123Q: 3 clusters Score -1482980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1482978.625000 Penalty: 4880.594727
	Iteration 124Q: 3 clusters Score -1482979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1482976.750000 Penalty: 4880.594727
	Iteration 125Q: 3 clusters Score -1482977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1482978.250000 Penalty: 4880.594727
	Iteration 126Q: 3 clusters Score -1482978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1482978.250000 Penalty: 4880.594727
	Iteration 127F: 3 clusters Score -1482978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -137097.828125 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -137097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -134615.765625 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -134615.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -135102.343750 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -135102.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -135254.625000 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -135254.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -135351.421875 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -135351.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -135416.062500 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -135416.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -135462.578125 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -135462.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -135491.718750 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -135491.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -135507.140625 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -135507.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -135521.078125 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -135521.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -135529.171875 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -135529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -135536.156250 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -135536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -135542.593750 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -135542.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -135546.859375 Penalty: 3728.150879
	Iteration 12Q: 3 clusters Score -135546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -135550.421875 Penalty: 3728.150879
	Iteration 13Q: 3 clusters Score -135550.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -135556.000000 Penalty: 3728.150879
	Iteration 14Q: 3 clusters Score -135556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -135561.359375 Penalty: 3728.150879
	Iteration 15Q: 3 clusters Score -135561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -135564.890625 Penalty: 3728.150879
	Iteration 16Q: 3 clusters Score -135564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -135567.734375 Penalty: 3728.150879
	Iteration 17Q: 3 clusters Score -135567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -135569.187500 Penalty: 3728.150879
	Iteration 18Q: 3 clusters Score -135569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -135569.187500 Penalty: 3728.150879
	Iteration 19F: 3 clusters Score -135569.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -1642089.875000 Penalty: 2464.895996
	Iteration 0F: 2 clusters Score -1642090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1627583.875000 Penalty: 4929.791992
	Iteration 0F: 3 clusters Score -1627584 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1632559.625000 Penalty: 4929.791992
	Iteration 1F: 3 clusters Score -1632560 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1633130.750000 Penalty: 4929.791992
	Iteration 2F: 3 clusters Score -1633131 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1633765.000000 Penalty: 4929.791992
	Iteration 3F: 3 clusters Score -1633765 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1634428.125000 Penalty: 4929.791992
	Iteration 4F: 3 clusters Score -1634428 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1635179.500000 Penalty: 4929.791992
	Iteration 5F: 3 clusters Score -1635180 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1636011.125000 Penalty: 4929.791992
	Iteration 6F: 3 clusters Score -1636011 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1636856.625000 Penalty: 4929.791992
	Iteration 7F: 3 clusters Score -1636857 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1637672.750000 Penalty: 4929.791992
	Iteration 8F: 3 clusters Score -1637673 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1638374.000000 Penalty: 4929.791992
	Iteration 9Q: 3 clusters Score -1638374 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1638904.875000 Penalty: 4929.791992
	Iteration 10Q: 3 clusters Score -1638905 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1639326.875000 Penalty: 4929.791992
	Iteration 11Q: 3 clusters Score -1639327 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1639659.625000 Penalty: 4929.791992
	Iteration 12Q: 3 clusters Score -1639660 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1639864.000000 Penalty: 4929.791992
	Iteration 13Q: 3 clusters Score -1639864 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1639982.375000 Penalty: 4929.791992
	Iteration 14Q: 3 clusters Score -1639982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1640075.375000 Penalty: 4929.791992
	Iteration 15Q: 3 clusters Score -1640075 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1640136.000000 Penalty: 4929.791992
	Iteration 16Q: 3 clusters Score -1640136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1640176.250000 Penalty: 4929.791992
	Iteration 17Q: 3 clusters Score -1640176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1640204.125000 Penalty: 4929.791992
	Iteration 18Q: 3 clusters Score -1640204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1640220.750000 Penalty: 4929.791992
	Iteration 19Q: 3 clusters Score -1640221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1640235.875000 Penalty: 4929.791992
	Iteration 20F: 3 clusters Score -1640236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1640244.250000 Penalty: 4929.791992
	Iteration 21Q: 3 clusters Score -1640244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1640255.000000 Penalty: 4929.791992
	Iteration 22Q: 3 clusters Score -1640255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1640265.750000 Penalty: 4929.791992
	Iteration 23Q: 3 clusters Score -1640266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1640263.750000 Penalty: 4929.791992
	Iteration 24Q: 3 clusters Score -1640264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1640264.250000 Penalty: 4929.791992
	Iteration 25Q: 3 clusters Score -1640264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1640264.750000 Penalty: 4929.791992
	Iteration 26Q: 3 clusters Score -1640265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1640260.500000 Penalty: 4929.791992
	Iteration 27Q: 3 clusters Score -1640260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1640263.375000 Penalty: 4929.791992
	Iteration 28Q: 3 clusters Score -1640263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1640266.750000 Penalty: 4929.791992
	Iteration 29Q: 3 clusters Score -1640267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1640268.000000 Penalty: 4929.791992
	Iteration 30Q: 3 clusters Score -1640268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1640270.000000 Penalty: 4929.791992
	Iteration 31Q: 3 clusters Score -1640270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1640272.625000 Penalty: 4929.791992
	Iteration 32Q: 3 clusters Score -1640273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1640271.500000 Penalty: 4929.791992
	Iteration 33Q: 3 clusters Score -1640272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1640271.500000 Penalty: 4929.791992
	Iteration 34F: 3 clusters Score -1640272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (161820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Entering Unmasked Estep 
Score: -13180108.000000 Penalty: 2974.571533
	Iteration 0F: 2 clusters Score -1.318011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -13072116.000000 Penalty: 5949.143066
	Iteration 0F: 3 clusters Score -1.307212e+07 nChanged 77346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -13116689.000000 Penalty: 5949.143066
	Iteration 1F: 3 clusters Score -1.311669e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -13117766.000000 Penalty: 5949.143066
	Iteration 2Q: 3 clusters Score -1.311777e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -13119242.000000 Penalty: 5949.143066
	Iteration 3Q: 3 clusters Score -1.311924e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -13121321.000000 Penalty: 5949.143066
	Iteration 4Q: 3 clusters Score -1.312132e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88662 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -13124445.000000 Penalty: 5949.143066
	Iteration 5Q: 3 clusters Score -1.312444e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -13129081.000000 Penalty: 5949.143066
	Iteration 6F: 3 clusters Score -1.312908e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -13136569.000000 Penalty: 5949.143066
	Iteration 7F: 3 clusters Score -1.313657e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -13146789.000000 Penalty: 5949.143066
	Iteration 8F: 3 clusters Score -1.314679e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -13156551.000000 Penalty: 5949.143066
	Iteration 9F: 3 clusters Score -1.315655e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -13161418.000000 Penalty: 5949.143066
	Iteration 10Q: 3 clusters Score -1.316142e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -13163417.000000 Penalty: 5949.143066
	Iteration 11Q: 3 clusters Score -1.316342e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -13164547.000000 Penalty: 5949.143066
	Iteration 12Q: 3 clusters Score -1.316455e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -13165619.000000 Penalty: 5949.143066
	Iteration 13Q: 3 clusters Score -1.316562e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124233 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -13166448.000000 Penalty: 5949.143066
	Iteration 14Q: 3 clusters Score -1.316645e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -13167251.000000 Penalty: 5949.143066
	Iteration 15Q: 3 clusters Score -1.316725e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128252 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -13168058.000000 Penalty: 5949.143066
	Iteration 16Q: 3 clusters Score -1.316806e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130148 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -13168747.000000 Penalty: 5949.143066
	Iteration 17Q: 3 clusters Score -1.316875e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -13169263.000000 Penalty: 5949.143066
	Iteration 18Q: 3 clusters Score -1.316926e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133676 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -13169831.000000 Penalty: 5949.143066
	Iteration 19Q: 3 clusters Score -1.316983e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -13170277.000000 Penalty: 5949.143066
	Iteration 20F: 3 clusters Score -1.317028e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136981 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -13170713.000000 Penalty: 5949.143066
	Iteration 21Q: 3 clusters Score -1.317071e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -13171128.000000 Penalty: 5949.143066
	Iteration 22Q: 3 clusters Score -1.317113e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -13171582.000000 Penalty: 5949.143066
	Iteration 23Q: 3 clusters Score -1.317158e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -13171995.000000 Penalty: 5949.143066
	Iteration 24Q: 3 clusters Score -1.3172e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -13172424.000000 Penalty: 5949.143066
	Iteration 25Q: 3 clusters Score -1.317242e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -13172869.000000 Penalty: 5949.143066
	Iteration 26Q: 3 clusters Score -1.317287e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145632 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -13173275.000000 Penalty: 5949.143066
	Iteration 27Q: 3 clusters Score -1.317328e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146877 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -13173645.000000 Penalty: 5949.143066
	Iteration 28Q: 3 clusters Score -1.317364e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -13174019.000000 Penalty: 5949.143066
	Iteration 29Q: 3 clusters Score -1.317402e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149060 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -13174319.000000 Penalty: 5949.143066
	Iteration 30Q: 3 clusters Score -1.317432e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150104 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -13174670.000000 Penalty: 5949.143066
	Iteration 31Q: 3 clusters Score -1.317467e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -13175097.000000 Penalty: 5949.143066
	Iteration 32Q: 3 clusters Score -1.31751e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -13175381.000000 Penalty: 5949.143066
	Iteration 33Q: 3 clusters Score -1.317538e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152921 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -13175675.000000 Penalty: 5949.143066
	Iteration 34Q: 3 clusters Score -1.317568e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153773 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -13175978.000000 Penalty: 5949.143066
	Iteration 35Q: 3 clusters Score -1.317598e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -13176235.000000 Penalty: 5949.143066
	Iteration 36Q: 3 clusters Score -1.317624e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -13176380.000000 Penalty: 5949.143066
	Iteration 37Q: 3 clusters Score -1.317638e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155673 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -13176503.000000 Penalty: 5949.143066
	Iteration 38Q: 3 clusters Score -1.31765e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156147 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -13176632.000000 Penalty: 5949.143066
	Iteration 39Q: 3 clusters Score -1.317663e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156572 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -13176719.000000 Penalty: 5949.143066
	Iteration 40F: 3 clusters Score -1.317672e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -13176830.000000 Penalty: 5949.143066
	Iteration 41Q: 3 clusters Score -1.317683e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -13176912.000000 Penalty: 5949.143066
	Iteration 42Q: 3 clusters Score -1.317691e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157589 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -13176974.000000 Penalty: 5949.143066
	Iteration 43Q: 3 clusters Score -1.317697e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -13177065.000000 Penalty: 5949.143066
	Iteration 44Q: 3 clusters Score -1.317706e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158148 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -13177150.000000 Penalty: 5949.143066
	Iteration 45Q: 3 clusters Score -1.317715e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -13177221.000000 Penalty: 5949.143066
	Iteration 46Q: 3 clusters Score -1.317722e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13177305.000000 Penalty: 5949.143066
	Iteration 47Q: 3 clusters Score -1.31773e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13177388.000000 Penalty: 5949.143066
	Iteration 48Q: 3 clusters Score -1.317739e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159041 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13177441.000000 Penalty: 5949.143066
	Iteration 49Q: 3 clusters Score -1.317744e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -13177481.000000 Penalty: 5949.143066
	Iteration 50Q: 3 clusters Score -1.317748e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -13177520.000000 Penalty: 5949.143066
	Iteration 51Q: 3 clusters Score -1.317752e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159472 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13177569.000000 Penalty: 5949.143066
	Iteration 52Q: 3 clusters Score -1.317757e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159577 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13177601.000000 Penalty: 5949.143066
	Iteration 53Q: 3 clusters Score -1.31776e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13177634.000000 Penalty: 5949.143066
	Iteration 54Q: 3 clusters Score -1.317763e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -13177644.000000 Penalty: 5949.143066
	Iteration 55Q: 3 clusters Score -1.317764e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159833 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -13177663.000000 Penalty: 5949.143066
	Iteration 56Q: 3 clusters Score -1.317766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13177684.000000 Penalty: 5949.143066
	Iteration 57Q: 3 clusters Score -1.317768e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -13177697.000000 Penalty: 5949.143066
	Iteration 58Q: 3 clusters Score -1.31777e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -13177709.000000 Penalty: 5949.143066
	Iteration 59Q: 3 clusters Score -1.317771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159998 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -13177717.000000 Penalty: 5949.143066
	Iteration 60F: 3 clusters Score -1.317772e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13177720.000000 Penalty: 5949.143066
	Iteration 61Q: 3 clusters Score -1.317772e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -13177731.000000 Penalty: 5949.143066
	Iteration 62Q: 3 clusters Score -1.317773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160095 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -13177722.000000 Penalty: 5949.143066
	Iteration 63Q: 3 clusters Score -1.317772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -13177739.000000 Penalty: 5949.143066
	Iteration 64Q: 3 clusters Score -1.317774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13177758.000000 Penalty: 5949.143066
	Iteration 65Q: 3 clusters Score -1.317776e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160192 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13177771.000000 Penalty: 5949.143066
	Iteration 66Q: 3 clusters Score -1.317777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160217 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13177785.000000 Penalty: 5949.143066
	Iteration 67Q: 3 clusters Score -1.317778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160235 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -13177795.000000 Penalty: 5949.143066
	Iteration 68Q: 3 clusters Score -1.31778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160252 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -13177800.000000 Penalty: 5949.143066
	Iteration 69Q: 3 clusters Score -1.31778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13177805.000000 Penalty: 5949.143066
	Iteration 70Q: 3 clusters Score -1.31778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13177814.000000 Penalty: 5949.143066
	Iteration 71Q: 3 clusters Score -1.317781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -13177810.000000 Penalty: 5949.143066
	Iteration 72Q: 3 clusters Score -1.317781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160300 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13177814.000000 Penalty: 5949.143066
	Iteration 73Q: 3 clusters Score -1.317781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160306 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13177803.000000 Penalty: 5949.143066
	Iteration 74Q: 3 clusters Score -1.31778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -13177801.000000 Penalty: 5949.143066
	Iteration 75Q: 3 clusters Score -1.31778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13177806.000000 Penalty: 5949.143066
	Iteration 76Q: 3 clusters Score -1.317781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160316 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -13177810.000000 Penalty: 5949.143066
	Iteration 77Q: 3 clusters Score -1.317781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13177810.000000 Penalty: 5949.143066
	Iteration 78Q: 3 clusters Score -1.317781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13177814.000000 Penalty: 5949.143066
	Iteration 79Q: 3 clusters Score -1.317781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13177815.000000 Penalty: 5949.143066
	Iteration 80F: 3 clusters Score -1.317782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13177811.000000 Penalty: 5949.143066
	Iteration 81Q: 3 clusters Score -1.317781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13177811.000000 Penalty: 5949.143066
	Iteration 82F: 3 clusters Score -1.317781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -273145.562500 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -273145.6 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 1794 members 
Entering Unmasked Estep 
Score: -269408.781250 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -269408.8 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -270277.875000 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -270277.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -270490.593750 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -270490.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -270670.562500 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -270670.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -270840.968750 Penalty: 4067.342773
	Iteration 4F: 3 clusters Score -270841 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -270981.750000 Penalty: 4067.342773
	Iteration 5Q: 3 clusters Score -270981.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -271128.375000 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -271128.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -271312.875000 Penalty: 4067.342773
	Iteration 7Q: 3 clusters Score -271312.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271494.500000 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -271494.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -271685.187500 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -271685.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -271906.843750 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -271906.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -272098.875000 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -272098.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272278.562500 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -272278.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272433.281250 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -272433.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -272528.406250 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -272528.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272578.250000 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -272578.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -272605.406250 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -272605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272617.937500 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -272617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -272624.593750 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -272624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -272629.281250 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -272629.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -272631.312500 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -272631.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -272631.531250 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -272631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -272631.531250 Penalty: 4067.342773
	Iteration 22F: 3 clusters Score -272631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Entering Unmasked Estep 
Score: -2157803.750000 Penalty: 2534.273682
	Iteration 0F: 2 clusters Score -2157804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2139043.500000 Penalty: 5068.547363
	Iteration 0F: 3 clusters Score -2139044 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2145600.750000 Penalty: 5068.547363
	Iteration 1F: 3 clusters Score -2145601 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2146032.250000 Penalty: 5068.547363
	Iteration 2Q: 3 clusters Score -2146032 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2146468.250000 Penalty: 5068.547363
	Iteration 3Q: 3 clusters Score -2146468 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2146852.250000 Penalty: 5068.547363
	Iteration 4Q: 3 clusters Score -2146852 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2147236.500000 Penalty: 5068.547363
	Iteration 5Q: 3 clusters Score -2147236 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2147705.500000 Penalty: 5068.547363
	Iteration 6Q: 3 clusters Score -2147706 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2148248.750000 Penalty: 5068.547363
	Iteration 7Q: 3 clusters Score -2148249 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2148891.750000 Penalty: 5068.547363
	Iteration 8Q: 3 clusters Score -2148892 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2149608.000000 Penalty: 5068.547363
	Iteration 9Q: 3 clusters Score -2149608 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2150300.250000 Penalty: 5068.547363
	Iteration 10Q: 3 clusters Score -2150300 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2150918.000000 Penalty: 5068.547363
	Iteration 11Q: 3 clusters Score -2150918 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2151535.000000 Penalty: 5068.547363
	Iteration 12Q: 3 clusters Score -2151535 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2152205.500000 Penalty: 5068.547363
	Iteration 13Q: 3 clusters Score -2152206 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2152928.500000 Penalty: 5068.547363
	Iteration 14Q: 3 clusters Score -2152928 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2153614.250000 Penalty: 5068.547363
	Iteration 15Q: 3 clusters Score -2153614 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2154178.250000 Penalty: 5068.547363
	Iteration 16Q: 3 clusters Score -2154178 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2154667.250000 Penalty: 5068.547363
	Iteration 17Q: 3 clusters Score -2154667 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2155008.750000 Penalty: 5068.547363
	Iteration 18Q: 3 clusters Score -2155009 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2155276.500000 Penalty: 5068.547363
	Iteration 19Q: 3 clusters Score -2155276 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2155547.000000 Penalty: 5068.547363
	Iteration 20F: 3 clusters Score -2155547 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2155763.250000 Penalty: 5068.547363
	Iteration 21Q: 3 clusters Score -2155763 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2155925.750000 Penalty: 5068.547363
	Iteration 22Q: 3 clusters Score -2155926 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2156064.750000 Penalty: 5068.547363
	Iteration 23Q: 3 clusters Score -2156065 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2156187.250000 Penalty: 5068.547363
	Iteration 24Q: 3 clusters Score -2156187 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2156268.250000 Penalty: 5068.547363
	Iteration 25Q: 3 clusters Score -2156268 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2156336.000000 Penalty: 5068.547363
	Iteration 26Q: 3 clusters Score -2156336 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2156394.500000 Penalty: 5068.547363
	Iteration 27Q: 3 clusters Score -2156394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2156430.000000 Penalty: 5068.547363
	Iteration 28Q: 3 clusters Score -2156430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2156460.750000 Penalty: 5068.547363
	Iteration 29Q: 3 clusters Score -2156461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2156487.750000 Penalty: 5068.547363
	Iteration 30Q: 3 clusters Score -2156488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2156492.750000 Penalty: 5068.547363
	Iteration 31Q: 3 clusters Score -2156493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2156504.500000 Penalty: 5068.547363
	Iteration 32Q: 3 clusters Score -2156504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2156511.500000 Penalty: 5068.547363
	Iteration 33Q: 3 clusters Score -2156512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2156519.750000 Penalty: 5068.547363
	Iteration 34Q: 3 clusters Score -2156520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2156524.250000 Penalty: 5068.547363
	Iteration 35Q: 3 clusters Score -2156524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2156529.500000 Penalty: 5068.547363
	Iteration 36Q: 3 clusters Score -2156530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2156533.000000 Penalty: 5068.547363
	Iteration 37Q: 3 clusters Score -2156533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2156539.750000 Penalty: 5068.547363
	Iteration 38Q: 3 clusters Score -2156540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2156536.000000 Penalty: 5068.547363
	Iteration 39Q: 3 clusters Score -2156536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2156543.500000 Penalty: 5068.547363
	Iteration 40F: 3 clusters Score -2156544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2156542.000000 Penalty: 5068.547363
	Iteration 41Q: 3 clusters Score -2156542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2156544.500000 Penalty: 5068.547363
	Iteration 42Q: 3 clusters Score -2156544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2156551.250000 Penalty: 5068.547363
	Iteration 43Q: 3 clusters Score -2156551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2156554.750000 Penalty: 5068.547363
	Iteration 44Q: 3 clusters Score -2156555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2156551.250000 Penalty: 5068.547363
	Iteration 45Q: 3 clusters Score -2156551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2156554.750000 Penalty: 5068.547363
	Iteration 46Q: 3 clusters Score -2156555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2156551.500000 Penalty: 5068.547363
	Iteration 47Q: 3 clusters Score -2156552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2156553.500000 Penalty: 5068.547363
	Iteration 48Q: 3 clusters Score -2156554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2156559.500000 Penalty: 5068.547363
	Iteration 49Q: 3 clusters Score -2156560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2156555.250000 Penalty: 5068.547363
	Iteration 50Q: 3 clusters Score -2156555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2156560.750000 Penalty: 5068.547363
	Iteration 51Q: 3 clusters Score -2156561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2156562.250000 Penalty: 5068.547363
	Iteration 52Q: 3 clusters Score -2156562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2156562.750000 Penalty: 5068.547363
	Iteration 53Q: 3 clusters Score -2156563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2156560.750000 Penalty: 5068.547363
	Iteration 54Q: 3 clusters Score -2156561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2156560.500000 Penalty: 5068.547363
	Iteration 55Q: 3 clusters Score -2156560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2156559.750000 Penalty: 5068.547363
	Iteration 56Q: 3 clusters Score -2156560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2156560.000000 Penalty: 5068.547363
	Iteration 57Q: 3 clusters Score -2156560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2156562.000000 Penalty: 5068.547363
	Iteration 58Q: 3 clusters Score -2156562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2156563.000000 Penalty: 5068.547363
	Iteration 59Q: 3 clusters Score -2156563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2156563.000000 Penalty: 5068.547363
	Iteration 60F: 3 clusters Score -2156563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -673830.875000 Penalty: 2253.474365
	Iteration 0F: 2 clusters Score -673830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -666860.375000 Penalty: 4506.948730
	Iteration 0F: 3 clusters Score -666860.4 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -669059.437500 Penalty: 4506.948730
	Iteration 1F: 3 clusters Score -669059.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -669465.125000 Penalty: 4506.948730
	Iteration 2F: 3 clusters Score -669465.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -669792.125000 Penalty: 4506.948730
	Iteration 3F: 3 clusters Score -669792.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -670104.437500 Penalty: 4506.948730
	Iteration 4F: 3 clusters Score -670104.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -670413.000000 Penalty: 4506.948730
	Iteration 5F: 3 clusters Score -670413 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -670639.000000 Penalty: 4506.948730
	Iteration 6Q: 3 clusters Score -670639 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -670865.437500 Penalty: 4506.948730
	Iteration 7Q: 3 clusters Score -670865.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -671115.250000 Penalty: 4506.948730
	Iteration 8Q: 3 clusters Score -671115.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -671429.500000 Penalty: 4506.948730
	Iteration 9Q: 3 clusters Score -671429.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -671737.437500 Penalty: 4506.948730
	Iteration 10Q: 3 clusters Score -671737.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -671976.750000 Penalty: 4506.948730
	Iteration 11Q: 3 clusters Score -671976.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -672151.687500 Penalty: 4506.948730
	Iteration 12Q: 3 clusters Score -672151.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -672276.750000 Penalty: 4506.948730
	Iteration 13Q: 3 clusters Score -672276.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -672366.062500 Penalty: 4506.948730
	Iteration 14Q: 3 clusters Score -672366.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -672422.375000 Penalty: 4506.948730
	Iteration 15Q: 3 clusters Score -672422.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -672467.437500 Penalty: 4506.948730
	Iteration 16Q: 3 clusters Score -672467.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -672501.062500 Penalty: 4506.948730
	Iteration 17Q: 3 clusters Score -672501.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -672534.062500 Penalty: 4506.948730
	Iteration 18Q: 3 clusters Score -672534.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -672558.187500 Penalty: 4506.948730
	Iteration 19Q: 3 clusters Score -672558.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -672582.062500 Penalty: 4506.948730
	Iteration 20F: 3 clusters Score -672582.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -672601.562500 Penalty: 4506.948730
	Iteration 21Q: 3 clusters Score -672601.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -672617.312500 Penalty: 4506.948730
	Iteration 22Q: 3 clusters Score -672617.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -672628.312500 Penalty: 4506.948730
	Iteration 23Q: 3 clusters Score -672628.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -672637.812500 Penalty: 4506.948730
	Iteration 24Q: 3 clusters Score -672637.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -672643.000000 Penalty: 4506.948730
	Iteration 25Q: 3 clusters Score -672643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -672650.437500 Penalty: 4506.948730
	Iteration 26Q: 3 clusters Score -672650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -672652.687500 Penalty: 4506.948730
	Iteration 27Q: 3 clusters Score -672652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -672652.750000 Penalty: 4506.948730
	Iteration 28Q: 3 clusters Score -672652.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -672654.625000 Penalty: 4506.948730
	Iteration 29Q: 3 clusters Score -672654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -672656.125000 Penalty: 4506.948730
	Iteration 30Q: 3 clusters Score -672656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -672657.875000 Penalty: 4506.948730
	Iteration 31Q: 3 clusters Score -672657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -672660.875000 Penalty: 4506.948730
	Iteration 32Q: 3 clusters Score -672660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -672662.562500 Penalty: 4506.948730
	Iteration 33Q: 3 clusters Score -672662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -672664.687500 Penalty: 4506.948730
	Iteration 34Q: 3 clusters Score -672664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -672665.937500 Penalty: 4506.948730
	Iteration 35Q: 3 clusters Score -672665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -672667.000000 Penalty: 4506.948730
	Iteration 36Q: 3 clusters Score -672667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -672669.625000 Penalty: 4506.948730
	Iteration 37Q: 3 clusters Score -672669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -672669.875000 Penalty: 4506.948730
	Iteration 38Q: 3 clusters Score -672669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -672672.812500 Penalty: 4506.948730
	Iteration 39Q: 3 clusters Score -672672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -672676.062500 Penalty: 4506.948730
	Iteration 40F: 3 clusters Score -672676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -672677.750000 Penalty: 4506.948730
	Iteration 41Q: 3 clusters Score -672677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -672679.750000 Penalty: 4506.948730
	Iteration 42Q: 3 clusters Score -672679.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -672682.875000 Penalty: 4506.948730
	Iteration 43Q: 3 clusters Score -672682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -672683.687500 Penalty: 4506.948730
	Iteration 44Q: 3 clusters Score -672683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -672682.312500 Penalty: 4506.948730
	Iteration 45Q: 3 clusters Score -672682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -672682.000000 Penalty: 4506.948730
	Iteration 46Q: 3 clusters Score -672682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -672682.000000 Penalty: 4506.948730
	Iteration 47F: 3 clusters Score -672682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -201460.546875 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -201460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -198066.062500 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -198066.1 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -199028.796875 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -199028.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -199587.578125 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -199587.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -200164.609375 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -200164.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -200671.921875 Penalty: 4015.114502
	Iteration 4F: 3 clusters Score -200671.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -200938.937500 Penalty: 4015.114502
	Iteration 5F: 3 clusters Score -200938.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -201078.187500 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -201078.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -201184.812500 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -201184.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -201261.703125 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -201261.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -201321.015625 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -201321 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -201377.750000 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -201377.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -201440.890625 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -201440.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -201489.000000 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -201489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -201537.609375 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -201537.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -201567.671875 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -201567.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -201593.640625 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -201593.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -201620.234375 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -201620.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -201642.421875 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -201642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -201654.187500 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -201654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -201662.906250 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -201662.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -201673.937500 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -201673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -201694.562500 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -201694.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -201708.671875 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -201708.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -201714.781250 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -201714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -201717.312500 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -201717.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -201720.500000 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -201720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -201721.437500 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -201721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -201722.343750 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -201722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -201722.921875 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -201722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -201723.156250 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -201723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -201723.156250 Penalty: 4015.114502
	Iteration 30F: 3 clusters Score -201723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844261 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259151 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26790 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50457 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Mstep: Class 33 contains 1251 members 
Entering Unmasked Estep 
Score: -142804928.000000 Penalty: 117974.585938
Splitting cluster 28 changes total score from -142806144.000000 to -142804928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -85228.375000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -85228.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83153.656250 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -83153.66 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -83444.382812 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -83444.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83519.734375 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -83519.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83547.328125 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -83547.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83564.007812 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -83564.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83575.226562 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -83575.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83578.476562 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -83578.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83581.570312 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -83581.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83586.335938 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -83586.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83588.843750 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -83588.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83591.093750 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -83591.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83593.156250 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -83593.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83594.984375 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -83594.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83596.093750 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -83596.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83596.828125 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -83596.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83600.781250 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -83600.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83601.695312 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -83601.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83605.164062 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -83605.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -83605.929688 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -83605.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -83607.960938 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -83607.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83609.742188 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -83609.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83611.343750 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -83611.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83611.820312 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -83611.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83612.429688 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -83612.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -83612.820312 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -83612.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83613.375000 Penalty: 3497.290771
	Iteration 25Q: 3 clusters Score -83613.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83614.046875 Penalty: 3497.290771
	Iteration 26Q: 3 clusters Score -83614.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83614.046875 Penalty: 3497.290771
	Iteration 27F: 3 clusters Score -83614.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -414039.593750 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -414039.6 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 2758 members 
Entering Unmasked Estep 
Score: -409210.250000 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -409210.2 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -410428.093750 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -410428.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -410718.781250 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -410718.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -410924.593750 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -410924.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -411079.687500 Penalty: 4267.544922
	Iteration 4Q: 3 clusters Score -411079.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -411222.781250 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -411222.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -411345.812500 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -411345.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -411465.656250 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -411465.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -411599.375000 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -411599.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -411736.562500 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -411736.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -411861.468750 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -411861.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -411993.875000 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -411993.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -412106.718750 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -412106.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -412189.875000 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -412189.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -412256.781250 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -412256.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -412323.312500 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -412323.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -412384.812500 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -412384.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -412417.125000 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -412417.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -412440.468750 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -412440.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -412460.562500 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -412460.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -412477.343750 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -412477.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -412493.843750 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -412493.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -412508.250000 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -412508.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -412515.500000 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -412515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -412519.625000 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -412519.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -412529.312500 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -412529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -412536.718750 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -412536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -412541.968750 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -412542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -412543.937500 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -412543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -412548.937500 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -412548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -412551.812500 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -412551.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -412554.062500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -412554.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -412558.468750 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -412558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -412561.906250 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -412561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -412563.375000 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -412563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -412565.593750 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -412565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -412568.000000 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -412568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -412571.281250 Penalty: 4267.544922
	Iteration 37Q: 3 clusters Score -412571.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -412572.187500 Penalty: 4267.544922
	Iteration 38Q: 3 clusters Score -412572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -412573.531250 Penalty: 4267.544922
	Iteration 39Q: 3 clusters Score -412573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -412574.468750 Penalty: 4267.544922
	Iteration 40F: 3 clusters Score -412574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -412574.937500 Penalty: 4267.544922
	Iteration 41Q: 3 clusters Score -412574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -412576.125000 Penalty: 4267.544922
	Iteration 42Q: 3 clusters Score -412576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -412576.437500 Penalty: 4267.544922
	Iteration 43Q: 3 clusters Score -412576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -412577.750000 Penalty: 4267.544922
	Iteration 44Q: 3 clusters Score -412577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -412576.968750 Penalty: 4267.544922
	Iteration 45Q: 3 clusters Score -412577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -412578.625000 Penalty: 4267.544922
	Iteration 46Q: 3 clusters Score -412578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -412580.125000 Penalty: 4267.544922
	Iteration 47Q: 3 clusters Score -412580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -412580.593750 Penalty: 4267.544922
	Iteration 48Q: 3 clusters Score -412580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -412581.906250 Penalty: 4267.544922
	Iteration 49Q: 3 clusters Score -412581.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -412585.218750 Penalty: 4267.544922
	Iteration 50Q: 3 clusters Score -412585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -412589.281250 Penalty: 4267.544922
	Iteration 51Q: 3 clusters Score -412589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -412590.406250 Penalty: 4267.544922
	Iteration 52Q: 3 clusters Score -412590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -412592.906250 Penalty: 4267.544922
	Iteration 53Q: 3 clusters Score -412592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -412597.062500 Penalty: 4267.544922
	Iteration 54Q: 3 clusters Score -412597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -412600.781250 Penalty: 4267.544922
	Iteration 55Q: 3 clusters Score -412600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -412601.250000 Penalty: 4267.544922
	Iteration 56Q: 3 clusters Score -412601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -412601.312500 Penalty: 4267.544922
	Iteration 57Q: 3 clusters Score -412601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -412601.031250 Penalty: 4267.544922
	Iteration 58Q: 3 clusters Score -412601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -412601.031250 Penalty: 4267.544922
	Iteration 59F: 3 clusters Score -412601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -268769.000000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -268769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -265195.500000 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -265195.5 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -265910.656250 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -265910.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -266087.187500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -266087.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -266193.937500 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -266193.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -266278.000000 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -266278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -266378.062500 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -266378.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -266512.312500 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -266512.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -266642.437500 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -266642.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -266737.125000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -266737.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -266807.968750 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -266808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -266881.875000 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -266881.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -266949.281250 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -266949.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267020.906250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -267020.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267127.281250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -267127.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267233.593750 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -267233.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267307.062500 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -267307.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -267349.125000 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -267349.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -267379.375000 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -267379.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267400.093750 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -267400.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267427.093750 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -267427.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -267445.562500 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -267445.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -267461.750000 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -267461.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -267475.593750 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -267475.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -267488.156250 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -267488.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -267500.687500 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -267500.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -267508.031250 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -267508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267514.468750 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -267514.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -267517.656250 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -267517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -267520.468750 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -267520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267522.875000 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -267522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -267527.281250 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -267527.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -267532.000000 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -267532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -267533.687500 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -267533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267534.875000 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -267534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -267535.625000 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -267535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -267536.312500 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -267536.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267536.312500 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -267536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267536.312500 Penalty: 4041.629150
	Iteration 37F: 3 clusters Score -267536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Entering Unmasked Estep 
Score: -2856799.000000 Penalty: 2591.094238
	Iteration 0F: 2 clusters Score -2856799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2833247.500000 Penalty: 5182.188477
	Iteration 0F: 3 clusters Score -2833248 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2842007.750000 Penalty: 5182.188477
	Iteration 1F: 3 clusters Score -2842008 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2842671.000000 Penalty: 5182.188477
	Iteration 2F: 3 clusters Score -2842671 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2843610.500000 Penalty: 5182.188477
	Iteration 3F: 3 clusters Score -2843610 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2844931.500000 Penalty: 5182.188477
	Iteration 4F: 3 clusters Score -2844932 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2846921.500000 Penalty: 5182.188477
	Iteration 5F: 3 clusters Score -2846922 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2849385.500000 Penalty: 5182.188477
	Iteration 6F: 3 clusters Score -2849386 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -2851750.250000 Penalty: 5182.188477
	Iteration 7F: 3 clusters Score -2851750 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -2853230.000000 Penalty: 5182.188477
	Iteration 8Q: 3 clusters Score -2853230 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -2853995.000000 Penalty: 5182.188477
	Iteration 9Q: 3 clusters Score -2853995 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -2854354.250000 Penalty: 5182.188477
	Iteration 10Q: 3 clusters Score -2854354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -2854545.000000 Penalty: 5182.188477
	Iteration 11Q: 3 clusters Score -2854545 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -2854641.250000 Penalty: 5182.188477
	Iteration 12Q: 3 clusters Score -2854641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -2854686.750000 Penalty: 5182.188477
	Iteration 13Q: 3 clusters Score -2854687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -2854719.750000 Penalty: 5182.188477
	Iteration 14Q: 3 clusters Score -2854720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -2854733.250000 Penalty: 5182.188477
	Iteration 15Q: 3 clusters Score -2854733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -2854739.500000 Penalty: 5182.188477
	Iteration 16Q: 3 clusters Score -2854740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -2854760.750000 Penalty: 5182.188477
	Iteration 17Q: 3 clusters Score -2854761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -2854771.750000 Penalty: 5182.188477
	Iteration 18Q: 3 clusters Score -2854772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -2854778.500000 Penalty: 5182.188477
	Iteration 19Q: 3 clusters Score -2854778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -2854779.000000 Penalty: 5182.188477
	Iteration 20F: 3 clusters Score -2854779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -2854790.750000 Penalty: 5182.188477
	Iteration 21Q: 3 clusters Score -2854791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -2854793.500000 Penalty: 5182.188477
	Iteration 22Q: 3 clusters Score -2854794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -2854795.750000 Penalty: 5182.188477
	Iteration 23Q: 3 clusters Score -2854796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -2854797.000000 Penalty: 5182.188477
	Iteration 24Q: 3 clusters Score -2854797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -2854797.750000 Penalty: 5182.188477
	Iteration 25Q: 3 clusters Score -2854798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -2854810.500000 Penalty: 5182.188477
	Iteration 26Q: 3 clusters Score -2854810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -2854819.250000 Penalty: 5182.188477
	Iteration 27Q: 3 clusters Score -2854819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -2854826.750000 Penalty: 5182.188477
	Iteration 28Q: 3 clusters Score -2854827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2854836.750000 Penalty: 5182.188477
	Iteration 29Q: 3 clusters Score -2854837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2854840.000000 Penalty: 5182.188477
	Iteration 30Q: 3 clusters Score -2854840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -2854846.500000 Penalty: 5182.188477
	Iteration 31Q: 3 clusters Score -2854846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -2854855.500000 Penalty: 5182.188477
	Iteration 32Q: 3 clusters Score -2854856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -2854858.500000 Penalty: 5182.188477
	Iteration 33Q: 3 clusters Score -2854858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -2854858.250000 Penalty: 5182.188477
	Iteration 34Q: 3 clusters Score -2854858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -2854863.000000 Penalty: 5182.188477
	Iteration 35Q: 3 clusters Score -2854863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2854860.750000 Penalty: 5182.188477
	Iteration 36Q: 3 clusters Score -2854861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -2854861.250000 Penalty: 5182.188477
	Iteration 37Q: 3 clusters Score -2854861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -2854868.750000 Penalty: 5182.188477
	Iteration 38Q: 3 clusters Score -2854869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -2854867.750000 Penalty: 5182.188477
	Iteration 39Q: 3 clusters Score -2854868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -2854867.750000 Penalty: 5182.188477
	Iteration 40F: 3 clusters Score -2854868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844261 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259151 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26790 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50457 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 359Q: 33 clusters Score -1.428061e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844260 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259147 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26794 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50457 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161821 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806208.000000 Penalty: 114399.593750
Iteration 360F: 33 clusters Score -1.428062e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17557 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96542 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844259 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259145 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26797 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50457 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 361Q: 33 clusters Score -1.428061e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259145 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26798 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50457 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 362Q: 33 clusters Score -1.428061e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844258 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259143 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 363Q: 33 clusters Score -1.428061e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844259 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259141 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 364Q: 33 clusters Score -1.428061e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844260 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259140 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40347 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 365Q: 33 clusters Score -1.428061e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844261 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259140 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40346 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806128.000000 Penalty: 114399.593750
Iteration 366Q: 33 clusters Score -1.428061e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844263 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259138 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40346 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 367Q: 33 clusters Score -1.428061e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844263 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259138 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40346 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142806144.000000 Penalty: 114399.593750
Iteration 368F: 33 clusters Score -1.428061e+08 nChanged 0
Entering ConstructFrom: 
Score: -142806144.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -313119.656250 Penalty: 2063.531494
	Iteration 0F: 2 clusters Score -313119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -309161.812500 Penalty: 4127.062988
	Iteration 0F: 3 clusters Score -309161.8 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -309992.250000 Penalty: 4127.062988
	Iteration 1F: 3 clusters Score -309992.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -310162.500000 Penalty: 4127.062988
	Iteration 2F: 3 clusters Score -310162.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -310265.093750 Penalty: 4127.062988
	Iteration 3Q: 3 clusters Score -310265.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -310356.937500 Penalty: 4127.062988
	Iteration 4Q: 3 clusters Score -310356.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -310415.593750 Penalty: 4127.062988
	Iteration 5Q: 3 clusters Score -310415.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -310464.468750 Penalty: 4127.062988
	Iteration 6Q: 3 clusters Score -310464.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -310510.968750 Penalty: 4127.062988
	Iteration 7Q: 3 clusters Score -310511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -310555.718750 Penalty: 4127.062988
	Iteration 8Q: 3 clusters Score -310555.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -310592.593750 Penalty: 4127.062988
	Iteration 9Q: 3 clusters Score -310592.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -310628.531250 Penalty: 4127.062988
	Iteration 10Q: 3 clusters Score -310628.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -310668.031250 Penalty: 4127.062988
	Iteration 11Q: 3 clusters Score -310668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -310710.593750 Penalty: 4127.062988
	Iteration 12Q: 3 clusters Score -310710.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -310750.500000 Penalty: 4127.062988
	Iteration 13Q: 3 clusters Score -310750.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -310785.156250 Penalty: 4127.062988
	Iteration 14Q: 3 clusters Score -310785.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -310823.500000 Penalty: 4127.062988
	Iteration 15Q: 3 clusters Score -310823.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -310853.750000 Penalty: 4127.062988
	Iteration 16Q: 3 clusters Score -310853.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -310890.531250 Penalty: 4127.062988
	Iteration 17Q: 3 clusters Score -310890.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -310921.718750 Penalty: 4127.062988
	Iteration 18Q: 3 clusters Score -310921.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -310950.062500 Penalty: 4127.062988
	Iteration 19Q: 3 clusters Score -310950.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -310978.375000 Penalty: 4127.062988
	Iteration 20F: 3 clusters Score -310978.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -311006.406250 Penalty: 4127.062988
	Iteration 21Q: 3 clusters Score -311006.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -311045.281250 Penalty: 4127.062988
	Iteration 22Q: 3 clusters Score -311045.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -311084.875000 Penalty: 4127.062988
	Iteration 23Q: 3 clusters Score -311084.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -311134.593750 Penalty: 4127.062988
	Iteration 24Q: 3 clusters Score -311134.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -311184.312500 Penalty: 4127.062988
	Iteration 25Q: 3 clusters Score -311184.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -311242.906250 Penalty: 4127.062988
	Iteration 26Q: 3 clusters Score -311242.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -311281.656250 Penalty: 4127.062988
	Iteration 27Q: 3 clusters Score -311281.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -311312.156250 Penalty: 4127.062988
	Iteration 28Q: 3 clusters Score -311312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -311338.875000 Penalty: 4127.062988
	Iteration 29Q: 3 clusters Score -311338.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -311359.687500 Penalty: 4127.062988
	Iteration 30Q: 3 clusters Score -311359.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -311375.781250 Penalty: 4127.062988
	Iteration 31Q: 3 clusters Score -311375.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -311392.656250 Penalty: 4127.062988
	Iteration 32Q: 3 clusters Score -311392.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -311408.312500 Penalty: 4127.062988
	Iteration 33Q: 3 clusters Score -311408.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -311417.281250 Penalty: 4127.062988
	Iteration 34Q: 3 clusters Score -311417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -311426.093750 Penalty: 4127.062988
	Iteration 35Q: 3 clusters Score -311426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -311430.062500 Penalty: 4127.062988
	Iteration 36Q: 3 clusters Score -311430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -311434.906250 Penalty: 4127.062988
	Iteration 37Q: 3 clusters Score -311434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -311439.281250 Penalty: 4127.062988
	Iteration 38Q: 3 clusters Score -311439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -311443.093750 Penalty: 4127.062988
	Iteration 39Q: 3 clusters Score -311443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -311447.875000 Penalty: 4127.062988
	Iteration 40F: 3 clusters Score -311447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -311451.406250 Penalty: 4127.062988
	Iteration 41Q: 3 clusters Score -311451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -311453.500000 Penalty: 4127.062988
	Iteration 42Q: 3 clusters Score -311453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -311454.593750 Penalty: 4127.062988
	Iteration 43Q: 3 clusters Score -311454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -311455.218750 Penalty: 4127.062988
	Iteration 44Q: 3 clusters Score -311455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -311457.187500 Penalty: 4127.062988
	Iteration 45Q: 3 clusters Score -311457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -311461.250000 Penalty: 4127.062988
	Iteration 46Q: 3 clusters Score -311461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -311462.718750 Penalty: 4127.062988
	Iteration 47Q: 3 clusters Score -311462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -311463.656250 Penalty: 4127.062988
	Iteration 48Q: 3 clusters Score -311463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -311465.281250 Penalty: 4127.062988
	Iteration 49Q: 3 clusters Score -311465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -311465.625000 Penalty: 4127.062988
	Iteration 50Q: 3 clusters Score -311465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -311465.625000 Penalty: 4127.062988
	Iteration 51F: 3 clusters Score -311465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Entering Unmasked Estep 
Score: -2254317.250000 Penalty: 2548.580322
	Iteration 0F: 2 clusters Score -2254317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2234409.250000 Penalty: 5097.160645
	Iteration 0F: 3 clusters Score -2234409 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2241414.750000 Penalty: 5097.160645
	Iteration 1F: 3 clusters Score -2241415 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2241912.750000 Penalty: 5097.160645
	Iteration 2Q: 3 clusters Score -2241913 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2242431.750000 Penalty: 5097.160645
	Iteration 3Q: 3 clusters Score -2242432 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2243017.000000 Penalty: 5097.160645
	Iteration 4Q: 3 clusters Score -2243017 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2243724.500000 Penalty: 5097.160645
	Iteration 5Q: 3 clusters Score -2243724 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2244534.750000 Penalty: 5097.160645
	Iteration 6F: 3 clusters Score -2244535 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2245415.000000 Penalty: 5097.160645
	Iteration 7F: 3 clusters Score -2245415 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2246309.250000 Penalty: 5097.160645
	Iteration 8F: 3 clusters Score -2246309 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2247250.750000 Penalty: 5097.160645
	Iteration 9F: 3 clusters Score -2247251 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2248165.750000 Penalty: 5097.160645
	Iteration 10Q: 3 clusters Score -2248166 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2248971.250000 Penalty: 5097.160645
	Iteration 11Q: 3 clusters Score -2248971 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2249709.500000 Penalty: 5097.160645
	Iteration 12Q: 3 clusters Score -2249710 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2250386.500000 Penalty: 5097.160645
	Iteration 13Q: 3 clusters Score -2250386 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2250975.750000 Penalty: 5097.160645
	Iteration 14Q: 3 clusters Score -2250976 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -2251451.000000 Penalty: 5097.160645
	Iteration 15Q: 3 clusters Score -2251451 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -2251769.750000 Penalty: 5097.160645
	Iteration 16Q: 3 clusters Score -2251770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -2251988.250000 Penalty: 5097.160645
	Iteration 17Q: 3 clusters Score -2251988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -2252176.000000 Penalty: 5097.160645
	Iteration 18Q: 3 clusters Score -2252176 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2252294.500000 Penalty: 5097.160645
	Iteration 19Q: 3 clusters Score -2252294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -2252397.500000 Penalty: 5097.160645
	Iteration 20F: 3 clusters Score -2252398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -2252484.000000 Penalty: 5097.160645
	Iteration 21Q: 3 clusters Score -2252484 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -2252540.000000 Penalty: 5097.160645
	Iteration 22Q: 3 clusters Score -2252540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -2252583.750000 Penalty: 5097.160645
	Iteration 23Q: 3 clusters Score -2252584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -2252619.500000 Penalty: 5097.160645
	Iteration 24Q: 3 clusters Score -2252620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -2252639.250000 Penalty: 5097.160645
	Iteration 25Q: 3 clusters Score -2252639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2252658.750000 Penalty: 5097.160645
	Iteration 26Q: 3 clusters Score -2252659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2252671.250000 Penalty: 5097.160645
	Iteration 27Q: 3 clusters Score -2252671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -2252682.750000 Penalty: 5097.160645
	Iteration 28Q: 3 clusters Score -2252683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2252688.750000 Penalty: 5097.160645
	Iteration 29Q: 3 clusters Score -2252689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -2252690.500000 Penalty: 5097.160645
	Iteration 30Q: 3 clusters Score -2252690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -2252699.000000 Penalty: 5097.160645
	Iteration 31Q: 3 clusters Score -2252699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2252699.000000 Penalty: 5097.160645
	Iteration 32Q: 3 clusters Score -2252699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -2252703.750000 Penalty: 5097.160645
	Iteration 33Q: 3 clusters Score -2252704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2252708.750000 Penalty: 5097.160645
	Iteration 34Q: 3 clusters Score -2252709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -2252713.750000 Penalty: 5097.160645
	Iteration 35Q: 3 clusters Score -2252714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2252712.250000 Penalty: 5097.160645
	Iteration 36Q: 3 clusters Score -2252712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2252719.000000 Penalty: 5097.160645
	Iteration 37Q: 3 clusters Score -2252719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -2252718.500000 Penalty: 5097.160645
	Iteration 38Q: 3 clusters Score -2252718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -2252722.000000 Penalty: 5097.160645
	Iteration 39Q: 3 clusters Score -2252722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2252723.250000 Penalty: 5097.160645
	Iteration 40F: 3 clusters Score -2252723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2252722.500000 Penalty: 5097.160645
	Iteration 41Q: 3 clusters Score -2252722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2252728.000000 Penalty: 5097.160645
	Iteration 42Q: 3 clusters Score -2252728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -2252729.000000 Penalty: 5097.160645
	Iteration 43Q: 3 clusters Score -2252729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -2252730.750000 Penalty: 5097.160645
	Iteration 44Q: 3 clusters Score -2252731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -2252735.250000 Penalty: 5097.160645
	Iteration 45Q: 3 clusters Score -2252735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2252736.000000 Penalty: 5097.160645
	Iteration 46Q: 3 clusters Score -2252736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2252736.000000 Penalty: 5097.160645
	Iteration 47F: 3 clusters Score -2252736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Entering Unmasked Estep 
Score: -1455105.125000 Penalty: 2423.783936
	Iteration 0F: 2 clusters Score -1455105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1442577.500000 Penalty: 4847.567871
	Iteration 0F: 3 clusters Score -1442578 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1446846.750000 Penalty: 4847.567871
	Iteration 1F: 3 clusters Score -1446847 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1447393.875000 Penalty: 4847.567871
	Iteration 2F: 3 clusters Score -1447394 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1448040.250000 Penalty: 4847.567871
	Iteration 3F: 3 clusters Score -1448040 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1448884.250000 Penalty: 4847.567871
	Iteration 4F: 3 clusters Score -1448884 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1449798.875000 Penalty: 4847.567871
	Iteration 5F: 3 clusters Score -1449799 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1450790.000000 Penalty: 4847.567871
	Iteration 6F: 3 clusters Score -1450790 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1451634.750000 Penalty: 4847.567871
	Iteration 7F: 3 clusters Score -1451635 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1452201.875000 Penalty: 4847.567871
	Iteration 8Q: 3 clusters Score -1452202 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1452559.875000 Penalty: 4847.567871
	Iteration 9Q: 3 clusters Score -1452560 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1452735.250000 Penalty: 4847.567871
	Iteration 10Q: 3 clusters Score -1452735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1452825.125000 Penalty: 4847.567871
	Iteration 11Q: 3 clusters Score -1452825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1452870.750000 Penalty: 4847.567871
	Iteration 12Q: 3 clusters Score -1452871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1452890.875000 Penalty: 4847.567871
	Iteration 13Q: 3 clusters Score -1452891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1452917.000000 Penalty: 4847.567871
	Iteration 14Q: 3 clusters Score -1452917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1452933.875000 Penalty: 4847.567871
	Iteration 15Q: 3 clusters Score -1452934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1452946.125000 Penalty: 4847.567871
	Iteration 16Q: 3 clusters Score -1452946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1452953.750000 Penalty: 4847.567871
	Iteration 17Q: 3 clusters Score -1452954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1452961.500000 Penalty: 4847.567871
	Iteration 18Q: 3 clusters Score -1452962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1452962.875000 Penalty: 4847.567871
	Iteration 19Q: 3 clusters Score -1452963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1452962.875000 Penalty: 4847.567871
	Iteration 20F: 3 clusters Score -1452963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Entering Unmasked Estep 
Score: -349015.968750 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -349016 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 2289 members 
Entering Unmasked Estep 
Score: -344812.906250 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -344812.9 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -345780.093750 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -345780.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -346048.062500 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -346048.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -346236.875000 Penalty: 4172.379395
	Iteration 3F: 3 clusters Score -346236.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -346411.406250 Penalty: 4172.379395
	Iteration 4Q: 3 clusters Score -346411.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -346610.031250 Penalty: 4172.379395
	Iteration 5Q: 3 clusters Score -346610 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -346811.968750 Penalty: 4172.379395
	Iteration 6Q: 3 clusters Score -346812 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -347014.093750 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -347014.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -347214.250000 Penalty: 4172.379395
	Iteration 8F: 3 clusters Score -347214.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -347362.000000 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -347362 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -347498.906250 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -347498.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -347634.843750 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -347634.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -347753.656250 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -347753.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -347839.468750 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -347839.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -347906.281250 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -347906.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -347960.468750 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -347960.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -348007.562500 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -348007.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -348048.718750 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -348048.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348087.625000 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -348087.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -348133.718750 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -348133.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -348166.281250 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -348166.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -348184.468750 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -348184.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -348193.031250 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -348193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -348198.156250 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -348198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -348201.687500 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -348201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -348203.406250 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -348203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -348208.718750 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -348208.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -348213.687500 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -348213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -348215.343750 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -348215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -348221.281250 Penalty: 4172.379395
	Iteration 29Q: 3 clusters Score -348221.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -348227.125000 Penalty: 4172.379395
	Iteration 30Q: 3 clusters Score -348227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -348230.000000 Penalty: 4172.379395
	Iteration 31Q: 3 clusters Score -348230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -348234.968750 Penalty: 4172.379395
	Iteration 32Q: 3 clusters Score -348235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -348237.281250 Penalty: 4172.379395
	Iteration 33Q: 3 clusters Score -348237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -348238.156250 Penalty: 4172.379395
	Iteration 34Q: 3 clusters Score -348238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -348238.781250 Penalty: 4172.379395
	Iteration 35Q: 3 clusters Score -348238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -348238.781250 Penalty: 4172.379395
	Iteration 36F: 3 clusters Score -348238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -519271.500000 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -519271.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -513832.781250 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -513832.8 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -515361.937500 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -515361.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -515702.468750 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -515702.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -516049.312500 Penalty: 4357.172363
	Iteration 3F: 3 clusters Score -516049.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -516396.281250 Penalty: 4357.172363
	Iteration 4F: 3 clusters Score -516396.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -516725.093750 Penalty: 4357.172363
	Iteration 5F: 3 clusters Score -516725.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -517016.656250 Penalty: 4357.172363
	Iteration 6F: 3 clusters Score -517016.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -517240.343750 Penalty: 4357.172363
	Iteration 7Q: 3 clusters Score -517240.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -517396.093750 Penalty: 4357.172363
	Iteration 8Q: 3 clusters Score -517396.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -517506.562500 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -517506.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -517585.968750 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -517586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -517649.250000 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -517649.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -517697.875000 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -517697.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -517739.937500 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -517739.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -517779.031250 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -517779 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -517815.562500 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -517815.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -517846.031250 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -517846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -517868.437500 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -517868.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -517883.468750 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -517883.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -517898.187500 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -517898.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -517906.062500 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -517906.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -517916.593750 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -517916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -517929.593750 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -517929.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -517940.781250 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -517940.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -517952.468750 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -517952.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -517969.093750 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -517969.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -517982.968750 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -517983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -517992.718750 Penalty: 4357.172363
	Iteration 27Q: 3 clusters Score -517992.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -518005.343750 Penalty: 4357.172363
	Iteration 28Q: 3 clusters Score -518005.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -518013.156250 Penalty: 4357.172363
	Iteration 29Q: 3 clusters Score -518013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -518019.500000 Penalty: 4357.172363
	Iteration 30Q: 3 clusters Score -518019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -518025.125000 Penalty: 4357.172363
	Iteration 31Q: 3 clusters Score -518025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -518028.281250 Penalty: 4357.172363
	Iteration 32Q: 3 clusters Score -518028.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -518032.031250 Penalty: 4357.172363
	Iteration 33Q: 3 clusters Score -518032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -518035.156250 Penalty: 4357.172363
	Iteration 34Q: 3 clusters Score -518035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -518036.750000 Penalty: 4357.172363
	Iteration 35Q: 3 clusters Score -518036.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -518038.593750 Penalty: 4357.172363
	Iteration 36Q: 3 clusters Score -518038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -518039.750000 Penalty: 4357.172363
	Iteration 37Q: 3 clusters Score -518039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -518039.750000 Penalty: 4357.172363
	Iteration 38F: 3 clusters Score -518039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Entering Unmasked Estep 
Score: -1341594.875000 Penalty: 2446.933594
	Iteration 0F: 2 clusters Score -1341595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1328046.250000 Penalty: 4893.867188
	Iteration 0F: 3 clusters Score -1328046 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1332823.750000 Penalty: 4893.867188
	Iteration 1F: 3 clusters Score -1332824 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1333398.875000 Penalty: 4893.867188
	Iteration 2F: 3 clusters Score -1333399 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1333855.375000 Penalty: 4893.867188
	Iteration 3F: 3 clusters Score -1333855 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1334288.750000 Penalty: 4893.867188
	Iteration 4Q: 3 clusters Score -1334289 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1334705.875000 Penalty: 4893.867188
	Iteration 5Q: 3 clusters Score -1334706 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1335090.125000 Penalty: 4893.867188
	Iteration 6Q: 3 clusters Score -1335090 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1335433.625000 Penalty: 4893.867188
	Iteration 7Q: 3 clusters Score -1335434 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1335808.625000 Penalty: 4893.867188
	Iteration 8Q: 3 clusters Score -1335809 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1336133.625000 Penalty: 4893.867188
	Iteration 9Q: 3 clusters Score -1336134 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1336466.375000 Penalty: 4893.867188
	Iteration 10Q: 3 clusters Score -1336466 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1336818.625000 Penalty: 4893.867188
	Iteration 11Q: 3 clusters Score -1336819 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1337164.125000 Penalty: 4893.867188
	Iteration 12Q: 3 clusters Score -1337164 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1337436.000000 Penalty: 4893.867188
	Iteration 13Q: 3 clusters Score -1337436 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1337637.500000 Penalty: 4893.867188
	Iteration 14Q: 3 clusters Score -1337638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1337810.875000 Penalty: 4893.867188
	Iteration 15Q: 3 clusters Score -1337811 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1337933.625000 Penalty: 4893.867188
	Iteration 16Q: 3 clusters Score -1337934 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1338032.250000 Penalty: 4893.867188
	Iteration 17Q: 3 clusters Score -1338032 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1338139.250000 Penalty: 4893.867188
	Iteration 18Q: 3 clusters Score -1338139 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1338267.750000 Penalty: 4893.867188
	Iteration 19Q: 3 clusters Score -1338268 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1338395.125000 Penalty: 4893.867188
	Iteration 20F: 3 clusters Score -1338395 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1338523.750000 Penalty: 4893.867188
	Iteration 21Q: 3 clusters Score -1338524 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1338683.625000 Penalty: 4893.867188
	Iteration 22Q: 3 clusters Score -1338684 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1338841.125000 Penalty: 4893.867188
	Iteration 23Q: 3 clusters Score -1338841 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1338989.375000 Penalty: 4893.867188
	Iteration 24Q: 3 clusters Score -1338989 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1339135.875000 Penalty: 4893.867188
	Iteration 25Q: 3 clusters Score -1339136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -1339262.625000 Penalty: 4893.867188
	Iteration 26Q: 3 clusters Score -1339263 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1339386.000000 Penalty: 4893.867188
	Iteration 27Q: 3 clusters Score -1339386 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1339507.625000 Penalty: 4893.867188
	Iteration 28Q: 3 clusters Score -1339508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1339600.375000 Penalty: 4893.867188
	Iteration 29Q: 3 clusters Score -1339600 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1339687.625000 Penalty: 4893.867188
	Iteration 30Q: 3 clusters Score -1339688 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1339742.750000 Penalty: 4893.867188
	Iteration 31Q: 3 clusters Score -1339743 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1339798.125000 Penalty: 4893.867188
	Iteration 32Q: 3 clusters Score -1339798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1339830.375000 Penalty: 4893.867188
	Iteration 33Q: 3 clusters Score -1339830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1339876.625000 Penalty: 4893.867188
	Iteration 34Q: 3 clusters Score -1339877 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1339908.875000 Penalty: 4893.867188
	Iteration 35Q: 3 clusters Score -1339909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1339943.750000 Penalty: 4893.867188
	Iteration 36Q: 3 clusters Score -1339944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1339980.750000 Penalty: 4893.867188
	Iteration 37Q: 3 clusters Score -1339981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1340012.625000 Penalty: 4893.867188
	Iteration 38Q: 3 clusters Score -1340013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1340037.500000 Penalty: 4893.867188
	Iteration 39Q: 3 clusters Score -1340038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1340067.500000 Penalty: 4893.867188
	Iteration 40F: 3 clusters Score -1340068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1340094.750000 Penalty: 4893.867188
	Iteration 41Q: 3 clusters Score -1340095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1340120.875000 Penalty: 4893.867188
	Iteration 42Q: 3 clusters Score -1340121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1340145.375000 Penalty: 4893.867188
	Iteration 43Q: 3 clusters Score -1340145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1340159.250000 Penalty: 4893.867188
	Iteration 44Q: 3 clusters Score -1340159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1340170.500000 Penalty: 4893.867188
	Iteration 45Q: 3 clusters Score -1340170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1340190.375000 Penalty: 4893.867188
	Iteration 46Q: 3 clusters Score -1340190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1340202.250000 Penalty: 4893.867188
	Iteration 47Q: 3 clusters Score -1340202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1340213.750000 Penalty: 4893.867188
	Iteration 48Q: 3 clusters Score -1340214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1340222.500000 Penalty: 4893.867188
	Iteration 49Q: 3 clusters Score -1340222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1340230.875000 Penalty: 4893.867188
	Iteration 50Q: 3 clusters Score -1340231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1340242.125000 Penalty: 4893.867188
	Iteration 51Q: 3 clusters Score -1340242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -1340246.875000 Penalty: 4893.867188
	Iteration 52Q: 3 clusters Score -1340247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1340255.375000 Penalty: 4893.867188
	Iteration 53Q: 3 clusters Score -1340255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1340263.500000 Penalty: 4893.867188
	Iteration 54Q: 3 clusters Score -1340264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1340265.500000 Penalty: 4893.867188
	Iteration 55Q: 3 clusters Score -1340266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1340273.000000 Penalty: 4893.867188
	Iteration 56Q: 3 clusters Score -1340273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1340279.500000 Penalty: 4893.867188
	Iteration 57Q: 3 clusters Score -1340280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1340289.125000 Penalty: 4893.867188
	Iteration 58Q: 3 clusters Score -1340289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1340293.625000 Penalty: 4893.867188
	Iteration 59Q: 3 clusters Score -1340294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -1340305.625000 Penalty: 4893.867188
	Iteration 60F: 3 clusters Score -1340306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1340309.500000 Penalty: 4893.867188
	Iteration 61Q: 3 clusters Score -1340310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1340316.750000 Penalty: 4893.867188
	Iteration 62Q: 3 clusters Score -1340317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1340321.750000 Penalty: 4893.867188
	Iteration 63Q: 3 clusters Score -1340322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1340324.250000 Penalty: 4893.867188
	Iteration 64Q: 3 clusters Score -1340324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1340325.875000 Penalty: 4893.867188
	Iteration 65Q: 3 clusters Score -1340326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1340330.375000 Penalty: 4893.867188
	Iteration 66Q: 3 clusters Score -1340330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1340330.875000 Penalty: 4893.867188
	Iteration 67Q: 3 clusters Score -1340331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1340329.500000 Penalty: 4893.867188
	Iteration 68Q: 3 clusters Score -1340330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1340336.125000 Penalty: 4893.867188
	Iteration 69Q: 3 clusters Score -1340336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1340335.875000 Penalty: 4893.867188
	Iteration 70Q: 3 clusters Score -1340336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1340336.625000 Penalty: 4893.867188
	Iteration 71Q: 3 clusters Score -1340337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1340339.250000 Penalty: 4893.867188
	Iteration 72Q: 3 clusters Score -1340339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1340339.750000 Penalty: 4893.867188
	Iteration 73Q: 3 clusters Score -1340340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1340341.750000 Penalty: 4893.867188
	Iteration 74Q: 3 clusters Score -1340342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1340344.750000 Penalty: 4893.867188
	Iteration 75Q: 3 clusters Score -1340345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1340344.750000 Penalty: 4893.867188
	Iteration 76Q: 3 clusters Score -1340345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1340344.750000 Penalty: 4893.867188
	Iteration 77F: 3 clusters Score -1340345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Entering Unmasked Estep 
Score: -7937840.500000 Penalty: 2846.475342
	Iteration 0F: 2 clusters Score -7937840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -7873286.500000 Penalty: 5692.950684
	Iteration 0F: 3 clusters Score -7873286 nChanged 45566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -7899468.500000 Penalty: 5692.950684
	Iteration 1F: 3 clusters Score -7899468 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -7900398.500000 Penalty: 5692.950684
	Iteration 2Q: 3 clusters Score -7900398 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -7901603.000000 Penalty: 5692.950684
	Iteration 3Q: 3 clusters Score -7901603 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -7903235.500000 Penalty: 5692.950684
	Iteration 4Q: 3 clusters Score -7903236 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -7905347.000000 Penalty: 5692.950684
	Iteration 5Q: 3 clusters Score -7905347 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -7907774.500000 Penalty: 5692.950684
	Iteration 6Q: 3 clusters Score -7907774 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -7910775.000000 Penalty: 5692.950684
	Iteration 7Q: 3 clusters Score -7910775 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -7914245.500000 Penalty: 5692.950684
	Iteration 8F: 3 clusters Score -7914246 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -7918117.500000 Penalty: 5692.950684
	Iteration 9F: 3 clusters Score -7918118 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -7921691.000000 Penalty: 5692.950684
	Iteration 10F: 3 clusters Score -7921691 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -7923954.000000 Penalty: 5692.950684
	Iteration 11Q: 3 clusters Score -7923954 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -7925094.000000 Penalty: 5692.950684
	Iteration 12Q: 3 clusters Score -7925094 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -7925659.500000 Penalty: 5692.950684
	Iteration 13Q: 3 clusters Score -7925660 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -7926025.500000 Penalty: 5692.950684
	Iteration 14Q: 3 clusters Score -7926026 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -7926285.000000 Penalty: 5692.950684
	Iteration 15Q: 3 clusters Score -7926285 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -7926569.500000 Penalty: 5692.950684
	Iteration 16Q: 3 clusters Score -7926570 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -7926929.500000 Penalty: 5692.950684
	Iteration 17Q: 3 clusters Score -7926930 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -7927228.500000 Penalty: 5692.950684
	Iteration 18Q: 3 clusters Score -7927228 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -7927541.500000 Penalty: 5692.950684
	Iteration 19Q: 3 clusters Score -7927542 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -7927869.000000 Penalty: 5692.950684
	Iteration 20F: 3 clusters Score -7927869 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -7928130.000000 Penalty: 5692.950684
	Iteration 21Q: 3 clusters Score -7928130 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -7928490.500000 Penalty: 5692.950684
	Iteration 22Q: 3 clusters Score -7928490 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -7928749.500000 Penalty: 5692.950684
	Iteration 23Q: 3 clusters Score -7928750 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -7928935.000000 Penalty: 5692.950684
	Iteration 24Q: 3 clusters Score -7928935 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -7929143.000000 Penalty: 5692.950684
	Iteration 25Q: 3 clusters Score -7929143 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -7929289.500000 Penalty: 5692.950684
	Iteration 26Q: 3 clusters Score -7929290 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -7929462.000000 Penalty: 5692.950684
	Iteration 27Q: 3 clusters Score -7929462 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -7929550.500000 Penalty: 5692.950684
	Iteration 28Q: 3 clusters Score -7929550 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -7929606.000000 Penalty: 5692.950684
	Iteration 29Q: 3 clusters Score -7929606 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -7929636.000000 Penalty: 5692.950684
	Iteration 30Q: 3 clusters Score -7929636 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -7929677.000000 Penalty: 5692.950684
	Iteration 31Q: 3 clusters Score -7929677 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -7929717.500000 Penalty: 5692.950684
	Iteration 32Q: 3 clusters Score -7929718 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -7929729.000000 Penalty: 5692.950684
	Iteration 33Q: 3 clusters Score -7929729 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -7929737.500000 Penalty: 5692.950684
	Iteration 34Q: 3 clusters Score -7929738 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -7929802.000000 Penalty: 5692.950684
	Iteration 35Q: 3 clusters Score -7929802 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -7929825.000000 Penalty: 5692.950684
	Iteration 36Q: 3 clusters Score -7929825 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -7929844.000000 Penalty: 5692.950684
	Iteration 37Q: 3 clusters Score -7929844 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -7929871.500000 Penalty: 5692.950684
	Iteration 38Q: 3 clusters Score -7929872 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 69252 members 
Entering Unmasked Estep 
Score: -7929892.500000 Penalty: 5692.950684
	Iteration 39Q: 3 clusters Score -7929892 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -7929901.500000 Penalty: 5692.950684
	Iteration 40F: 3 clusters Score -7929902 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -7929934.000000 Penalty: 5692.950684
	Iteration 41Q: 3 clusters Score -7929934 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 70021 members 
Entering Unmasked Estep 
Score: -7929954.000000 Penalty: 5692.950684
	Iteration 42Q: 3 clusters Score -7929954 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -7929964.500000 Penalty: 5692.950684
	Iteration 43Q: 3 clusters Score -7929964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -7929981.500000 Penalty: 5692.950684
	Iteration 44Q: 3 clusters Score -7929982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -7930009.500000 Penalty: 5692.950684
	Iteration 45Q: 3 clusters Score -7930010 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -7930035.000000 Penalty: 5692.950684
	Iteration 46Q: 3 clusters Score -7930035 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -7930068.000000 Penalty: 5692.950684
	Iteration 47Q: 3 clusters Score -7930068 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -7930093.000000 Penalty: 5692.950684
	Iteration 48Q: 3 clusters Score -7930093 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -7930145.000000 Penalty: 5692.950684
	Iteration 49Q: 3 clusters Score -7930145 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -7930192.000000 Penalty: 5692.950684
	Iteration 50Q: 3 clusters Score -7930192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -7930238.500000 Penalty: 5692.950684
	Iteration 51Q: 3 clusters Score -7930238 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -7930284.500000 Penalty: 5692.950684
	Iteration 52Q: 3 clusters Score -7930284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 73555 members 
Entering Unmasked Estep 
Score: -7930324.500000 Penalty: 5692.950684
	Iteration 53Q: 3 clusters Score -7930324 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -7930349.000000 Penalty: 5692.950684
	Iteration 54Q: 3 clusters Score -7930349 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -7930384.500000 Penalty: 5692.950684
	Iteration 55Q: 3 clusters Score -7930384 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -7930438.000000 Penalty: 5692.950684
	Iteration 56Q: 3 clusters Score -7930438 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -7930486.500000 Penalty: 5692.950684
	Iteration 57Q: 3 clusters Score -7930486 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -7930547.500000 Penalty: 5692.950684
	Iteration 58Q: 3 clusters Score -7930548 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -7930584.500000 Penalty: 5692.950684
	Iteration 59Q: 3 clusters Score -7930584 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 76406 members 
Entering Unmasked Estep 
Score: -7930699.500000 Penalty: 5692.950684
	Iteration 60F: 3 clusters Score -7930700 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -7930748.500000 Penalty: 5692.950684
	Iteration 61Q: 3 clusters Score -7930748 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -7930833.500000 Penalty: 5692.950684
	Iteration 62Q: 3 clusters Score -7930834 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -7930888.000000 Penalty: 5692.950684
	Iteration 63Q: 3 clusters Score -7930888 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -7930969.500000 Penalty: 5692.950684
	Iteration 64Q: 3 clusters Score -7930970 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -7931038.000000 Penalty: 5692.950684
	Iteration 65Q: 3 clusters Score -7931038 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -7931098.000000 Penalty: 5692.950684
	Iteration 66Q: 3 clusters Score -7931098 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -7931166.000000 Penalty: 5692.950684
	Iteration 67Q: 3 clusters Score -7931166 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -7931310.000000 Penalty: 5692.950684
	Iteration 68Q: 3 clusters Score -7931310 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -7931410.500000 Penalty: 5692.950684
	Iteration 69Q: 3 clusters Score -7931410 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -7931480.000000 Penalty: 5692.950684
	Iteration 70Q: 3 clusters Score -7931480 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -7931590.000000 Penalty: 5692.950684
	Iteration 71Q: 3 clusters Score -7931590 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -7931709.000000 Penalty: 5692.950684
	Iteration 72Q: 3 clusters Score -7931709 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -7931803.500000 Penalty: 5692.950684
	Iteration 73Q: 3 clusters Score -7931804 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 83956 members 
Entering Unmasked Estep 
Score: -7931965.500000 Penalty: 5692.950684
	Iteration 74Q: 3 clusters Score -7931966 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 84623 members 
Entering Unmasked Estep 
Score: -7932134.500000 Penalty: 5692.950684
	Iteration 75Q: 3 clusters Score -7932134 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -7932285.000000 Penalty: 5692.950684
	Iteration 76Q: 3 clusters Score -7932285 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -7932470.000000 Penalty: 5692.950684
	Iteration 77Q: 3 clusters Score -7932470 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -7932649.500000 Penalty: 5692.950684
	Iteration 78Q: 3 clusters Score -7932650 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -7932848.500000 Penalty: 5692.950684
	Iteration 79Q: 3 clusters Score -7932848 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -7933046.500000 Penalty: 5692.950684
	Iteration 80F: 3 clusters Score -7933046 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -7933195.500000 Penalty: 5692.950684
	Iteration 81Q: 3 clusters Score -7933196 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -7933354.500000 Penalty: 5692.950684
	Iteration 82Q: 3 clusters Score -7933354 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 89961 members 
Entering Unmasked Estep 
Score: -7933537.500000 Penalty: 5692.950684
	Iteration 83Q: 3 clusters Score -7933538 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -7933761.500000 Penalty: 5692.950684
	Iteration 84Q: 3 clusters Score -7933762 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -7933979.500000 Penalty: 5692.950684
	Iteration 85Q: 3 clusters Score -7933980 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -7934190.000000 Penalty: 5692.950684
	Iteration 86Q: 3 clusters Score -7934190 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 92246 members 
Entering Unmasked Estep 
Score: -7934369.500000 Penalty: 5692.950684
	Iteration 87Q: 3 clusters Score -7934370 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -7934511.500000 Penalty: 5692.950684
	Iteration 88Q: 3 clusters Score -7934512 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 93056 members 
Entering Unmasked Estep 
Score: -7934631.500000 Penalty: 5692.950684
	Iteration 89Q: 3 clusters Score -7934632 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -7934756.000000 Penalty: 5692.950684
	Iteration 90Q: 3 clusters Score -7934756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -7934853.500000 Penalty: 5692.950684
	Iteration 91Q: 3 clusters Score -7934854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -7934944.000000 Penalty: 5692.950684
	Iteration 92Q: 3 clusters Score -7934944 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 94052 members 
Entering Unmasked Estep 
Score: -7935023.000000 Penalty: 5692.950684
	Iteration 93Q: 3 clusters Score -7935023 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -7935074.000000 Penalty: 5692.950684
	Iteration 94Q: 3 clusters Score -7935074 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -7935126.000000 Penalty: 5692.950684
	Iteration 95Q: 3 clusters Score -7935126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -7935171.000000 Penalty: 5692.950684
	Iteration 96Q: 3 clusters Score -7935171 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -7935254.500000 Penalty: 5692.950684
	Iteration 97Q: 3 clusters Score -7935254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -7935301.000000 Penalty: 5692.950684
	Iteration 98Q: 3 clusters Score -7935301 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -7935328.000000 Penalty: 5692.950684
	Iteration 99Q: 3 clusters Score -7935328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 94952 members 
Entering Unmasked Estep 
Score: -7935347.000000 Penalty: 5692.950684
	Iteration 100F: 3 clusters Score -7935347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -7935382.000000 Penalty: 5692.950684
	Iteration 101Q: 3 clusters Score -7935382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -7935394.000000 Penalty: 5692.950684
	Iteration 102Q: 3 clusters Score -7935394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -7935416.000000 Penalty: 5692.950684
	Iteration 103Q: 3 clusters Score -7935416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -7935422.500000 Penalty: 5692.950684
	Iteration 104Q: 3 clusters Score -7935422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -7935439.000000 Penalty: 5692.950684
	Iteration 105Q: 3 clusters Score -7935439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -7935450.000000 Penalty: 5692.950684
	Iteration 106Q: 3 clusters Score -7935450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 95173 members 
Entering Unmasked Estep 
Score: -7935460.500000 Penalty: 5692.950684
	Iteration 107Q: 3 clusters Score -7935460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 95185 members 
Entering Unmasked Estep 
Score: -7935457.000000 Penalty: 5692.950684
	Iteration 108Q: 3 clusters Score -7935457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -7935455.000000 Penalty: 5692.950684
	Iteration 109Q: 3 clusters Score -7935455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -7935461.000000 Penalty: 5692.950684
	Iteration 110Q: 3 clusters Score -7935461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -7935463.000000 Penalty: 5692.950684
	Iteration 111Q: 3 clusters Score -7935463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -7935465.000000 Penalty: 5692.950684
	Iteration 112Q: 3 clusters Score -7935465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 95219 members 
Entering Unmasked Estep 
Score: -7935467.500000 Penalty: 5692.950684
	Iteration 113Q: 3 clusters Score -7935468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -7935470.000000 Penalty: 5692.950684
	Iteration 114Q: 3 clusters Score -7935470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -7935462.000000 Penalty: 5692.950684
	Iteration 115Q: 3 clusters Score -7935462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -7935465.500000 Penalty: 5692.950684
	Iteration 116Q: 3 clusters Score -7935466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -7935471.000000 Penalty: 5692.950684
	Iteration 117Q: 3 clusters Score -7935471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -7935475.500000 Penalty: 5692.950684
	Iteration 118Q: 3 clusters Score -7935476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -7935474.500000 Penalty: 5692.950684
	Iteration 119Q: 3 clusters Score -7935474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -7935477.000000 Penalty: 5692.950684
	Iteration 120F: 3 clusters Score -7935477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 95256 members 
Entering Unmasked Estep 
Score: -7935477.000000 Penalty: 5692.950684
	Iteration 121Q: 3 clusters Score -7935477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -7935486.500000 Penalty: 5692.950684
	Iteration 122Q: 3 clusters Score -7935486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 95270 members 
Entering Unmasked Estep 
Score: -7935491.500000 Penalty: 5692.950684
	Iteration 123Q: 3 clusters Score -7935492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
Score: -7935494.000000 Penalty: 5692.950684
	Iteration 124Q: 3 clusters Score -7935494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -7935495.000000 Penalty: 5692.950684
	Iteration 125Q: 3 clusters Score -7935495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 95285 members 
Entering Unmasked Estep 
Score: -7935497.500000 Penalty: 5692.950684
	Iteration 126Q: 3 clusters Score -7935498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -7935501.500000 Penalty: 5692.950684
	Iteration 127Q: 3 clusters Score -7935502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -7935500.000000 Penalty: 5692.950684
	Iteration 128Q: 3 clusters Score -7935500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -7935508.000000 Penalty: 5692.950684
	Iteration 129Q: 3 clusters Score -7935508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -7935509.500000 Penalty: 5692.950684
	Iteration 130Q: 3 clusters Score -7935510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 95320 members 
Entering Unmasked Estep 
Score: -7935516.500000 Penalty: 5692.950684
	Iteration 131Q: 3 clusters Score -7935516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -7935516.500000 Penalty: 5692.950684
	Iteration 132Q: 3 clusters Score -7935516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -7935524.500000 Penalty: 5692.950684
	Iteration 133Q: 3 clusters Score -7935524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -7935523.500000 Penalty: 5692.950684
	Iteration 134Q: 3 clusters Score -7935524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -7935526.000000 Penalty: 5692.950684
	Iteration 135Q: 3 clusters Score -7935526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -7935530.500000 Penalty: 5692.950684
	Iteration 136Q: 3 clusters Score -7935530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -7935531.500000 Penalty: 5692.950684
	Iteration 137Q: 3 clusters Score -7935532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -7935526.000000 Penalty: 5692.950684
	Iteration 138Q: 3 clusters Score -7935526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -7935529.500000 Penalty: 5692.950684
	Iteration 139Q: 3 clusters Score -7935530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -7935529.000000 Penalty: 5692.950684
	Iteration 140F: 3 clusters Score -7935529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -7935529.000000 Penalty: 5692.950684
	Iteration 141Q: 3 clusters Score -7935529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -7935526.000000 Penalty: 5692.950684
	Iteration 142Q: 3 clusters Score -7935526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
Score: -7935527.000000 Penalty: 5692.950684
	Iteration 143Q: 3 clusters Score -7935527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -7935529.500000 Penalty: 5692.950684
	Iteration 144Q: 3 clusters Score -7935530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -7935534.500000 Penalty: 5692.950684
	Iteration 145Q: 3 clusters Score -7935534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -7935537.000000 Penalty: 5692.950684
	Iteration 146Q: 3 clusters Score -7935537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 95359 members 
Entering Unmasked Estep 
Score: -7935547.500000 Penalty: 5692.950684
	Iteration 147Q: 3 clusters Score -7935548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -7935545.000000 Penalty: 5692.950684
	Iteration 148Q: 3 clusters Score -7935545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -7935553.500000 Penalty: 5692.950684
	Iteration 149Q: 3 clusters Score -7935554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -7935548.500000 Penalty: 5692.950684
	Iteration 150Q: 3 clusters Score -7935548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -7935545.000000 Penalty: 5692.950684
	Iteration 151Q: 3 clusters Score -7935545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -7935548.000000 Penalty: 5692.950684
	Iteration 152Q: 3 clusters Score -7935548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -7935550.000000 Penalty: 5692.950684
	Iteration 153Q: 3 clusters Score -7935550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -7935550.000000 Penalty: 5692.950684
	Iteration 154F: 3 clusters Score -7935550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Entering Unmasked Estep 
Score: -1283616.375000 Penalty: 2399.451172
	Iteration 0F: 2 clusters Score -1283616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1272247.250000 Penalty: 4798.902344
	Iteration 0F: 3 clusters Score -1272247 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1275668.500000 Penalty: 4798.902344
	Iteration 1F: 3 clusters Score -1275668 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1275979.625000 Penalty: 4798.902344
	Iteration 2F: 3 clusters Score -1275980 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1276219.500000 Penalty: 4798.902344
	Iteration 3Q: 3 clusters Score -1276220 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1276423.875000 Penalty: 4798.902344
	Iteration 4Q: 3 clusters Score -1276424 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1276579.375000 Penalty: 4798.902344
	Iteration 5Q: 3 clusters Score -1276579 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1276712.125000 Penalty: 4798.902344
	Iteration 6Q: 3 clusters Score -1276712 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1276845.875000 Penalty: 4798.902344
	Iteration 7Q: 3 clusters Score -1276846 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1276950.375000 Penalty: 4798.902344
	Iteration 8Q: 3 clusters Score -1276950 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1277057.125000 Penalty: 4798.902344
	Iteration 9Q: 3 clusters Score -1277057 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1277157.375000 Penalty: 4798.902344
	Iteration 10Q: 3 clusters Score -1277157 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1277277.750000 Penalty: 4798.902344
	Iteration 11Q: 3 clusters Score -1277278 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1277404.250000 Penalty: 4798.902344
	Iteration 12Q: 3 clusters Score -1277404 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1277550.250000 Penalty: 4798.902344
	Iteration 13Q: 3 clusters Score -1277550 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1277681.375000 Penalty: 4798.902344
	Iteration 14Q: 3 clusters Score -1277681 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1277848.000000 Penalty: 4798.902344
	Iteration 15Q: 3 clusters Score -1277848 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1278015.375000 Penalty: 4798.902344
	Iteration 16Q: 3 clusters Score -1278015 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1278201.250000 Penalty: 4798.902344
	Iteration 17Q: 3 clusters Score -1278201 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1278398.625000 Penalty: 4798.902344
	Iteration 18Q: 3 clusters Score -1278399 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1278615.375000 Penalty: 4798.902344
	Iteration 19Q: 3 clusters Score -1278615 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1278856.000000 Penalty: 4798.902344
	Iteration 20F: 3 clusters Score -1278856 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1279131.250000 Penalty: 4798.902344
	Iteration 21Q: 3 clusters Score -1279131 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1279415.625000 Penalty: 4798.902344
	Iteration 22Q: 3 clusters Score -1279416 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1279658.125000 Penalty: 4798.902344
	Iteration 23Q: 3 clusters Score -1279658 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1279858.875000 Penalty: 4798.902344
	Iteration 24Q: 3 clusters Score -1279859 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1279995.375000 Penalty: 4798.902344
	Iteration 25Q: 3 clusters Score -1279995 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1280092.125000 Penalty: 4798.902344
	Iteration 26Q: 3 clusters Score -1280092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1280155.750000 Penalty: 4798.902344
	Iteration 27Q: 3 clusters Score -1280156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1280222.750000 Penalty: 4798.902344
	Iteration 28Q: 3 clusters Score -1280223 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1280279.500000 Penalty: 4798.902344
	Iteration 29Q: 3 clusters Score -1280280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1280347.000000 Penalty: 4798.902344
	Iteration 30Q: 3 clusters Score -1280347 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1280415.250000 Penalty: 4798.902344
	Iteration 31Q: 3 clusters Score -1280415 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1280469.625000 Penalty: 4798.902344
	Iteration 32Q: 3 clusters Score -1280470 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1280520.000000 Penalty: 4798.902344
	Iteration 33Q: 3 clusters Score -1280520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1280564.250000 Penalty: 4798.902344
	Iteration 34Q: 3 clusters Score -1280564 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1280602.000000 Penalty: 4798.902344
	Iteration 35Q: 3 clusters Score -1280602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1280627.375000 Penalty: 4798.902344
	Iteration 36Q: 3 clusters Score -1280627 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1280665.250000 Penalty: 4798.902344
	Iteration 37Q: 3 clusters Score -1280665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1280697.125000 Penalty: 4798.902344
	Iteration 38Q: 3 clusters Score -1280697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1280730.125000 Penalty: 4798.902344
	Iteration 39Q: 3 clusters Score -1280730 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1280763.875000 Penalty: 4798.902344
	Iteration 40F: 3 clusters Score -1280764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1280801.250000 Penalty: 4798.902344
	Iteration 41Q: 3 clusters Score -1280801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1280834.125000 Penalty: 4798.902344
	Iteration 42Q: 3 clusters Score -1280834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1280874.000000 Penalty: 4798.902344
	Iteration 43Q: 3 clusters Score -1280874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1280912.750000 Penalty: 4798.902344
	Iteration 44Q: 3 clusters Score -1280913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1280958.625000 Penalty: 4798.902344
	Iteration 45Q: 3 clusters Score -1280959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1281001.250000 Penalty: 4798.902344
	Iteration 46Q: 3 clusters Score -1281001 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1281051.875000 Penalty: 4798.902344
	Iteration 47Q: 3 clusters Score -1281052 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1281113.125000 Penalty: 4798.902344
	Iteration 48Q: 3 clusters Score -1281113 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1281195.500000 Penalty: 4798.902344
	Iteration 49Q: 3 clusters Score -1281196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1281278.875000 Penalty: 4798.902344
	Iteration 50Q: 3 clusters Score -1281279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1281369.625000 Penalty: 4798.902344
	Iteration 51Q: 3 clusters Score -1281370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1281452.875000 Penalty: 4798.902344
	Iteration 52Q: 3 clusters Score -1281453 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1281535.125000 Penalty: 4798.902344
	Iteration 53Q: 3 clusters Score -1281535 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1281619.875000 Penalty: 4798.902344
	Iteration 54Q: 3 clusters Score -1281620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1281698.375000 Penalty: 4798.902344
	Iteration 55Q: 3 clusters Score -1281698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1281751.500000 Penalty: 4798.902344
	Iteration 56Q: 3 clusters Score -1281752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1281794.875000 Penalty: 4798.902344
	Iteration 57Q: 3 clusters Score -1281795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1281844.250000 Penalty: 4798.902344
	Iteration 58Q: 3 clusters Score -1281844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1281888.875000 Penalty: 4798.902344
	Iteration 59Q: 3 clusters Score -1281889 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1281919.625000 Penalty: 4798.902344
	Iteration 60F: 3 clusters Score -1281920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1281947.500000 Penalty: 4798.902344
	Iteration 61Q: 3 clusters Score -1281948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1281972.125000 Penalty: 4798.902344
	Iteration 62Q: 3 clusters Score -1281972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1281994.125000 Penalty: 4798.902344
	Iteration 63Q: 3 clusters Score -1281994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1282004.750000 Penalty: 4798.902344
	Iteration 64Q: 3 clusters Score -1282005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1282013.375000 Penalty: 4798.902344
	Iteration 65Q: 3 clusters Score -1282013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1282020.750000 Penalty: 4798.902344
	Iteration 66Q: 3 clusters Score -1282021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1282023.250000 Penalty: 4798.902344
	Iteration 67Q: 3 clusters Score -1282023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1282030.375000 Penalty: 4798.902344
	Iteration 68Q: 3 clusters Score -1282030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1282034.625000 Penalty: 4798.902344
	Iteration 69Q: 3 clusters Score -1282035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1282042.750000 Penalty: 4798.902344
	Iteration 70Q: 3 clusters Score -1282043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1282047.750000 Penalty: 4798.902344
	Iteration 71Q: 3 clusters Score -1282048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1282053.000000 Penalty: 4798.902344
	Iteration 72Q: 3 clusters Score -1282053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1282060.500000 Penalty: 4798.902344
	Iteration 73Q: 3 clusters Score -1282060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1282059.875000 Penalty: 4798.902344
	Iteration 74Q: 3 clusters Score -1282060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1282059.750000 Penalty: 4798.902344
	Iteration 75Q: 3 clusters Score -1282060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1282060.125000 Penalty: 4798.902344
	Iteration 76Q: 3 clusters Score -1282060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1282060.125000 Penalty: 4798.902344
	Iteration 77F: 3 clusters Score -1282060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (844263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844263 members 
Entering Unmasked Estep 
Score: -68173416.000000 Penalty: 3384.262451
	Iteration 0F: 2 clusters Score -6.817342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422464 members 
Mstep: Class 2 contains 421799 members 
Entering Unmasked Estep 
Score: -67608752.000000 Penalty: 6768.524902
	Iteration 0F: 3 clusters Score -6.760875e+07 nChanged 414400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439560 members 
Mstep: Class 2 contains 404703 members 
Entering Unmasked Estep 
Score: -67859856.000000 Penalty: 6768.524902
	Iteration 1F: 3 clusters Score -6.785986e+07 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450075 members 
Mstep: Class 2 contains 394188 members 
Entering Unmasked Estep 
Score: -67862208.000000 Penalty: 6768.524902
	Iteration 2Q: 3 clusters Score -6.786221e+07 nChanged 22157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466906 members 
Mstep: Class 2 contains 377357 members 
Entering Unmasked Estep 
Score: -67866856.000000 Penalty: 6768.524902
	Iteration 3Q: 3 clusters Score -6.786686e+07 nChanged 30543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493921 members 
Mstep: Class 2 contains 350342 members 
Entering Unmasked Estep 
Score: -67876064.000000 Penalty: 6768.524902
	Iteration 4Q: 3 clusters Score -6.787606e+07 nChanged 43802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535843 members 
Mstep: Class 2 contains 308420 members 
Entering Unmasked Estep 
Score: -67896208.000000 Penalty: 6768.524902
	Iteration 5F: 3 clusters Score -6.789621e+07 nChanged 61647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596718 members 
Mstep: Class 2 contains 247545 members 
Entering Unmasked Estep 
Score: -67935224.000000 Penalty: 6768.524902
	Iteration 6F: 3 clusters Score -6.793522e+07 nChanged 77761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674303 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -68000280.000000 Penalty: 6768.524902
	Iteration 7F: 3 clusters Score -6.800028e+07 nChanged 79053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753328 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -68077888.000000 Penalty: 6768.524902
	Iteration 8F: 3 clusters Score -6.807789e+07 nChanged 55769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809095 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -68136176.000000 Penalty: 6768.524902
	Iteration 9F: 3 clusters Score -6.813618e+07 nChanged 25151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834244 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -68161192.000000 Penalty: 6768.524902
	Iteration 10Q: 3 clusters Score -6.816119e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841831 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -68168088.000000 Penalty: 6768.524902
	Iteration 11Q: 3 clusters Score -6.816809e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843597 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68169560.000000 Penalty: 6768.524902
	Iteration 12Q: 3 clusters Score -6.816956e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843939 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68170008.000000 Penalty: 6768.524902
	Iteration 13Q: 3 clusters Score -6.817001e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844014 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68170088.000000 Penalty: 6768.524902
	Iteration 14Q: 3 clusters Score -6.817009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844042 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68170104.000000 Penalty: 6768.524902
	Iteration 15Q: 3 clusters Score -6.81701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844058 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68170152.000000 Penalty: 6768.524902
	Iteration 16Q: 3 clusters Score -6.817015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844060 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68170152.000000 Penalty: 6768.524902
	Iteration 17Q: 3 clusters Score -6.817015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844061 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68170144.000000 Penalty: 6768.524902
	Iteration 18Q: 3 clusters Score -6.817014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844064 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68170168.000000 Penalty: 6768.524902
	Iteration 19Q: 3 clusters Score -6.817017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844065 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68170160.000000 Penalty: 6768.524902
	Iteration 20F: 3 clusters Score -6.817016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844064 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68170160.000000 Penalty: 6768.524902
	Iteration 21Q: 3 clusters Score -6.817016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844063 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68170168.000000 Penalty: 6768.524902
	Iteration 22Q: 3 clusters Score -6.817017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844063 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68170168.000000 Penalty: 6768.524902
	Iteration 23F: 3 clusters Score -6.817017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Entering Unmasked Estep 
Score: -2825987.000000 Penalty: 2591.302979
	Iteration 0F: 2 clusters Score -2825987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2802509.750000 Penalty: 5182.605957
	Iteration 0F: 3 clusters Score -2802510 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2810885.250000 Penalty: 5182.605957
	Iteration 1F: 3 clusters Score -2810885 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2811288.250000 Penalty: 5182.605957
	Iteration 2Q: 3 clusters Score -2811288 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2811674.000000 Penalty: 5182.605957
	Iteration 3Q: 3 clusters Score -2811674 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2812047.750000 Penalty: 5182.605957
	Iteration 4Q: 3 clusters Score -2812048 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2812478.500000 Penalty: 5182.605957
	Iteration 5Q: 3 clusters Score -2812478 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2812944.500000 Penalty: 5182.605957
	Iteration 6Q: 3 clusters Score -2812944 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2813449.250000 Penalty: 5182.605957
	Iteration 7Q: 3 clusters Score -2813449 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2814047.000000 Penalty: 5182.605957
	Iteration 8Q: 3 clusters Score -2814047 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2814729.500000 Penalty: 5182.605957
	Iteration 9Q: 3 clusters Score -2814730 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2815629.750000 Penalty: 5182.605957
	Iteration 10Q: 3 clusters Score -2815630 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2816684.000000 Penalty: 5182.605957
	Iteration 11Q: 3 clusters Score -2816684 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2817831.750000 Penalty: 5182.605957
	Iteration 12F: 3 clusters Score -2817832 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2818790.250000 Penalty: 5182.605957
	Iteration 13Q: 3 clusters Score -2818790 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2819351.750000 Penalty: 5182.605957
	Iteration 14Q: 3 clusters Score -2819352 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2819667.250000 Penalty: 5182.605957
	Iteration 15Q: 3 clusters Score -2819667 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -2819858.250000 Penalty: 5182.605957
	Iteration 16Q: 3 clusters Score -2819858 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2819993.000000 Penalty: 5182.605957
	Iteration 17Q: 3 clusters Score -2819993 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2820113.500000 Penalty: 5182.605957
	Iteration 18Q: 3 clusters Score -2820114 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2820230.750000 Penalty: 5182.605957
	Iteration 19Q: 3 clusters Score -2820231 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2820348.000000 Penalty: 5182.605957
	Iteration 20F: 3 clusters Score -2820348 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -2820462.250000 Penalty: 5182.605957
	Iteration 21Q: 3 clusters Score -2820462 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2820571.750000 Penalty: 5182.605957
	Iteration 22Q: 3 clusters Score -2820572 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -2820723.250000 Penalty: 5182.605957
	Iteration 23Q: 3 clusters Score -2820723 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -2820868.750000 Penalty: 5182.605957
	Iteration 24Q: 3 clusters Score -2820869 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2821015.500000 Penalty: 5182.605957
	Iteration 25Q: 3 clusters Score -2821016 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -2821176.500000 Penalty: 5182.605957
	Iteration 26Q: 3 clusters Score -2821176 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -2821335.250000 Penalty: 5182.605957
	Iteration 27Q: 3 clusters Score -2821335 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -2821487.500000 Penalty: 5182.605957
	Iteration 28Q: 3 clusters Score -2821488 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2821633.250000 Penalty: 5182.605957
	Iteration 29Q: 3 clusters Score -2821633 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -2821792.000000 Penalty: 5182.605957
	Iteration 30Q: 3 clusters Score -2821792 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -2821958.250000 Penalty: 5182.605957
	Iteration 31Q: 3 clusters Score -2821958 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -2822075.250000 Penalty: 5182.605957
	Iteration 32Q: 3 clusters Score -2822075 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -2822193.500000 Penalty: 5182.605957
	Iteration 33Q: 3 clusters Score -2822194 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -2822318.000000 Penalty: 5182.605957
	Iteration 34Q: 3 clusters Score -2822318 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -2822444.500000 Penalty: 5182.605957
	Iteration 35Q: 3 clusters Score -2822444 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -2822565.250000 Penalty: 5182.605957
	Iteration 36Q: 3 clusters Score -2822565 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -2822689.750000 Penalty: 5182.605957
	Iteration 37Q: 3 clusters Score -2822690 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -2822792.500000 Penalty: 5182.605957
	Iteration 38Q: 3 clusters Score -2822792 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -2822914.000000 Penalty: 5182.605957
	Iteration 39Q: 3 clusters Score -2822914 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -2823025.750000 Penalty: 5182.605957
	Iteration 40F: 3 clusters Score -2823026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -2823125.000000 Penalty: 5182.605957
	Iteration 41Q: 3 clusters Score -2823125 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -2823196.250000 Penalty: 5182.605957
	Iteration 42Q: 3 clusters Score -2823196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -2823265.500000 Penalty: 5182.605957
	Iteration 43Q: 3 clusters Score -2823266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -2823327.000000 Penalty: 5182.605957
	Iteration 44Q: 3 clusters Score -2823327 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -2823403.500000 Penalty: 5182.605957
	Iteration 45Q: 3 clusters Score -2823404 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -2823445.000000 Penalty: 5182.605957
	Iteration 46Q: 3 clusters Score -2823445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -2823496.750000 Penalty: 5182.605957
	Iteration 47Q: 3 clusters Score -2823497 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -2823543.000000 Penalty: 5182.605957
	Iteration 48Q: 3 clusters Score -2823543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -2823573.000000 Penalty: 5182.605957
	Iteration 49Q: 3 clusters Score -2823573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -2823616.250000 Penalty: 5182.605957
	Iteration 50Q: 3 clusters Score -2823616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -2823630.250000 Penalty: 5182.605957
	Iteration 51Q: 3 clusters Score -2823630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -2823652.500000 Penalty: 5182.605957
	Iteration 52Q: 3 clusters Score -2823652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -2823667.500000 Penalty: 5182.605957
	Iteration 53Q: 3 clusters Score -2823668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -2823679.250000 Penalty: 5182.605957
	Iteration 54Q: 3 clusters Score -2823679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -2823692.750000 Penalty: 5182.605957
	Iteration 55Q: 3 clusters Score -2823693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -2823705.250000 Penalty: 5182.605957
	Iteration 56Q: 3 clusters Score -2823705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -2823715.000000 Penalty: 5182.605957
	Iteration 57Q: 3 clusters Score -2823715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -2823723.750000 Penalty: 5182.605957
	Iteration 58Q: 3 clusters Score -2823724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -2823729.750000 Penalty: 5182.605957
	Iteration 59Q: 3 clusters Score -2823730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -2823736.000000 Penalty: 5182.605957
	Iteration 60F: 3 clusters Score -2823736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -2823736.000000 Penalty: 5182.605957
	Iteration 61Q: 3 clusters Score -2823736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -2823736.500000 Penalty: 5182.605957
	Iteration 62Q: 3 clusters Score -2823736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -2823745.000000 Penalty: 5182.605957
	Iteration 63Q: 3 clusters Score -2823745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -2823749.500000 Penalty: 5182.605957
	Iteration 64Q: 3 clusters Score -2823750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -2823757.500000 Penalty: 5182.605957
	Iteration 65Q: 3 clusters Score -2823758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -2823760.750000 Penalty: 5182.605957
	Iteration 66Q: 3 clusters Score -2823761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -2823761.250000 Penalty: 5182.605957
	Iteration 67Q: 3 clusters Score -2823761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -2823760.250000 Penalty: 5182.605957
	Iteration 68Q: 3 clusters Score -2823760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -2823767.000000 Penalty: 5182.605957
	Iteration 69Q: 3 clusters Score -2823767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -2823770.500000 Penalty: 5182.605957
	Iteration 70Q: 3 clusters Score -2823770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -2823770.500000 Penalty: 5182.605957
	Iteration 71Q: 3 clusters Score -2823770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -2823768.750000 Penalty: 5182.605957
	Iteration 72Q: 3 clusters Score -2823769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -2823768.500000 Penalty: 5182.605957
	Iteration 73Q: 3 clusters Score -2823768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -2823771.000000 Penalty: 5182.605957
	Iteration 74Q: 3 clusters Score -2823771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -2823771.250000 Penalty: 5182.605957
	Iteration 75Q: 3 clusters Score -2823771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -2823772.750000 Penalty: 5182.605957
	Iteration 76Q: 3 clusters Score -2823773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2823772.250000 Penalty: 5182.605957
	Iteration 77Q: 3 clusters Score -2823772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -2823774.750000 Penalty: 5182.605957
	Iteration 78Q: 3 clusters Score -2823775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -2823776.000000 Penalty: 5182.605957
	Iteration 79Q: 3 clusters Score -2823776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -2823777.500000 Penalty: 5182.605957
	Iteration 80F: 3 clusters Score -2823778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (259138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259138 members 
Entering Unmasked Estep 
Score: -20932548.000000 Penalty: 3091.348633
	Iteration 0F: 2 clusters Score -2.093255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129809 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -20757544.000000 Penalty: 6182.697266
	Iteration 0F: 3 clusters Score -2.075754e+07 nChanged 125597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135476 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -20831048.000000 Penalty: 6182.697266
	Iteration 1F: 3 clusters Score -2.083105e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139002 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -20832506.000000 Penalty: 6182.697266
	Iteration 2Q: 3 clusters Score -2.083251e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144656 members 
Mstep: Class 2 contains 114482 members 
Entering Unmasked Estep 
Score: -20834416.000000 Penalty: 6182.697266
	Iteration 3Q: 3 clusters Score -2.083442e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -20838286.000000 Penalty: 6182.697266
	Iteration 4Q: 3 clusters Score -2.083829e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167340 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -20845640.000000 Penalty: 6182.697266
	Iteration 5F: 3 clusters Score -2.084564e+07 nChanged 19759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186847 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -20859972.000000 Penalty: 6182.697266
	Iteration 6F: 3 clusters Score -2.085997e+07 nChanged 24243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -20881830.000000 Penalty: 6182.697266
	Iteration 7F: 3 clusters Score -2.088183e+07 nChanged 23417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234431 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -20905816.000000 Penalty: 6182.697266
	Iteration 8F: 3 clusters Score -2.090582e+07 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249284 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -20921326.000000 Penalty: 6182.697266
	Iteration 9F: 3 clusters Score -2.092133e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255302 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -20927272.000000 Penalty: 6182.697266
	Iteration 10Q: 3 clusters Score -2.092727e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257090 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20928992.000000 Penalty: 6182.697266
	Iteration 11Q: 3 clusters Score -2.092899e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257639 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20929650.000000 Penalty: 6182.697266
	Iteration 12Q: 3 clusters Score -2.092965e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257840 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20929888.000000 Penalty: 6182.697266
	Iteration 13Q: 3 clusters Score -2.092989e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257948 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20930034.000000 Penalty: 6182.697266
	Iteration 14Q: 3 clusters Score -2.093003e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257998 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20930108.000000 Penalty: 6182.697266
	Iteration 15Q: 3 clusters Score -2.093011e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258031 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -20930174.000000 Penalty: 6182.697266
	Iteration 16Q: 3 clusters Score -2.093017e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258054 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -20930228.000000 Penalty: 6182.697266
	Iteration 17Q: 3 clusters Score -2.093023e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258076 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -20930216.000000 Penalty: 6182.697266
	Iteration 18Q: 3 clusters Score -2.093022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258090 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20930240.000000 Penalty: 6182.697266
	Iteration 19Q: 3 clusters Score -2.093024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258089 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20930234.000000 Penalty: 6182.697266
	Iteration 20F: 3 clusters Score -2.093023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258091 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20930256.000000 Penalty: 6182.697266
	Iteration 21Q: 3 clusters Score -2.093026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258097 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -20930260.000000 Penalty: 6182.697266
	Iteration 22Q: 3 clusters Score -2.093026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258098 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20930240.000000 Penalty: 6182.697266
	Iteration 23Q: 3 clusters Score -2.093024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258105 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20930268.000000 Penalty: 6182.697266
	Iteration 24Q: 3 clusters Score -2.093027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258112 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20930288.000000 Penalty: 6182.697266
	Iteration 25Q: 3 clusters Score -2.093029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258116 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20930292.000000 Penalty: 6182.697266
	Iteration 26Q: 3 clusters Score -2.093029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258116 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20930270.000000 Penalty: 6182.697266
	Iteration 27Q: 3 clusters Score -2.093027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258115 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20930276.000000 Penalty: 6182.697266
	Iteration 28Q: 3 clusters Score -2.093028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258117 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20930284.000000 Penalty: 6182.697266
	Iteration 29Q: 3 clusters Score -2.093028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258117 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20930290.000000 Penalty: 6182.697266
	Iteration 30Q: 3 clusters Score -2.093029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258119 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20930286.000000 Penalty: 6182.697266
	Iteration 31Q: 3 clusters Score -2.093029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258123 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20930298.000000 Penalty: 6182.697266
	Iteration 32Q: 3 clusters Score -2.09303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258126 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20930298.000000 Penalty: 6182.697266
	Iteration 33Q: 3 clusters Score -2.09303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258127 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20930278.000000 Penalty: 6182.697266
	Iteration 34Q: 3 clusters Score -2.093028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258126 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20930296.000000 Penalty: 6182.697266
	Iteration 35Q: 3 clusters Score -2.09303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258127 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20930292.000000 Penalty: 6182.697266
	Iteration 36Q: 3 clusters Score -2.093029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258127 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20930298.000000 Penalty: 6182.697266
	Iteration 37Q: 3 clusters Score -2.09303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258130 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20930298.000000 Penalty: 6182.697266
	Iteration 38Q: 3 clusters Score -2.09303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258130 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -20930298.000000 Penalty: 6182.697266
	Iteration 39Q: 3 clusters Score -2.09303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258132 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20930286.000000 Penalty: 6182.697266
	Iteration 40F: 3 clusters Score -2.093029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258134 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -20930284.000000 Penalty: 6182.697266
	Iteration 41Q: 3 clusters Score -2.093028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258136 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20930274.000000 Penalty: 6182.697266
	Iteration 42Q: 3 clusters Score -2.093027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258140 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20930292.000000 Penalty: 6182.697266
	Iteration 43Q: 3 clusters Score -2.093029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258142 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20930286.000000 Penalty: 6182.697266
	Iteration 44Q: 3 clusters Score -2.093029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258141 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20930292.000000 Penalty: 6182.697266
	Iteration 45Q: 3 clusters Score -2.093029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258142 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20930300.000000 Penalty: 6182.697266
	Iteration 46Q: 3 clusters Score -2.09303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258143 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20930296.000000 Penalty: 6182.697266
	Iteration 47Q: 3 clusters Score -2.09303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258143 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20930296.000000 Penalty: 6182.697266
	Iteration 48F: 3 clusters Score -2.09303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -381239.468750 Penalty: 2109.320312
	Iteration 0F: 2 clusters Score -381239.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -376789.593750 Penalty: 4218.640625
	Iteration 0F: 3 clusters Score -376789.6 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -377788.625000 Penalty: 4218.640625
	Iteration 1F: 3 clusters Score -377788.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -377990.437500 Penalty: 4218.640625
	Iteration 2F: 3 clusters Score -377990.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -378103.718750 Penalty: 4218.640625
	Iteration 3Q: 3 clusters Score -378103.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -378185.625000 Penalty: 4218.640625
	Iteration 4Q: 3 clusters Score -378185.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -378255.906250 Penalty: 4218.640625
	Iteration 5Q: 3 clusters Score -378255.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -378323.343750 Penalty: 4218.640625
	Iteration 6Q: 3 clusters Score -378323.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -378420.125000 Penalty: 4218.640625
	Iteration 7Q: 3 clusters Score -378420.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -378532.687500 Penalty: 4218.640625
	Iteration 8Q: 3 clusters Score -378532.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -378682.625000 Penalty: 4218.640625
	Iteration 9Q: 3 clusters Score -378682.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -378934.843750 Penalty: 4218.640625
	Iteration 10F: 3 clusters Score -378934.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -379217.937500 Penalty: 4218.640625
	Iteration 11F: 3 clusters Score -379217.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -379512.062500 Penalty: 4218.640625
	Iteration 12F: 3 clusters Score -379512.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -379713.843750 Penalty: 4218.640625
	Iteration 13Q: 3 clusters Score -379713.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -379815.812500 Penalty: 4218.640625
	Iteration 14Q: 3 clusters Score -379815.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -379891.250000 Penalty: 4218.640625
	Iteration 15Q: 3 clusters Score -379891.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -379939.156250 Penalty: 4218.640625
	Iteration 16Q: 3 clusters Score -379939.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -379959.656250 Penalty: 4218.640625
	Iteration 17Q: 3 clusters Score -379959.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -379975.812500 Penalty: 4218.640625
	Iteration 18Q: 3 clusters Score -379975.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -379990.718750 Penalty: 4218.640625
	Iteration 19Q: 3 clusters Score -379990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -379994.687500 Penalty: 4218.640625
	Iteration 20F: 3 clusters Score -379994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -379998.968750 Penalty: 4218.640625
	Iteration 21Q: 3 clusters Score -379999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -379999.843750 Penalty: 4218.640625
	Iteration 22Q: 3 clusters Score -379999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -379999.968750 Penalty: 4218.640625
	Iteration 23Q: 3 clusters Score -380000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -379999.968750 Penalty: 4218.640625
	Iteration 24F: 3 clusters Score -380000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Entering Unmasked Estep 
Score: -1655451.000000 Penalty: 2470.316650
	Iteration 0F: 2 clusters Score -1655451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1640702.750000 Penalty: 4940.633301
	Iteration 0F: 3 clusters Score -1640703 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1645795.500000 Penalty: 4940.633301
	Iteration 1F: 3 clusters Score -1645796 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1646361.625000 Penalty: 4940.633301
	Iteration 2F: 3 clusters Score -1646362 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1646874.750000 Penalty: 4940.633301
	Iteration 3F: 3 clusters Score -1646875 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1647465.250000 Penalty: 4940.633301
	Iteration 4F: 3 clusters Score -1647465 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1648102.500000 Penalty: 4940.633301
	Iteration 5F: 3 clusters Score -1648102 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1648779.250000 Penalty: 4940.633301
	Iteration 6F: 3 clusters Score -1648779 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1649476.750000 Penalty: 4940.633301
	Iteration 7F: 3 clusters Score -1649477 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1650153.500000 Penalty: 4940.633301
	Iteration 8F: 3 clusters Score -1650154 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1650754.625000 Penalty: 4940.633301
	Iteration 9Q: 3 clusters Score -1650755 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1651201.875000 Penalty: 4940.633301
	Iteration 10Q: 3 clusters Score -1651202 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1651490.250000 Penalty: 4940.633301
	Iteration 11Q: 3 clusters Score -1651490 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1651666.500000 Penalty: 4940.633301
	Iteration 12Q: 3 clusters Score -1651666 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1651763.500000 Penalty: 4940.633301
	Iteration 13Q: 3 clusters Score -1651764 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1651837.750000 Penalty: 4940.633301
	Iteration 14Q: 3 clusters Score -1651838 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1651883.125000 Penalty: 4940.633301
	Iteration 15Q: 3 clusters Score -1651883 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1651928.875000 Penalty: 4940.633301
	Iteration 16Q: 3 clusters Score -1651929 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1651959.625000 Penalty: 4940.633301
	Iteration 17Q: 3 clusters Score -1651960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1651982.625000 Penalty: 4940.633301
	Iteration 18Q: 3 clusters Score -1651983 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1652004.625000 Penalty: 4940.633301
	Iteration 19Q: 3 clusters Score -1652005 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1652039.250000 Penalty: 4940.633301
	Iteration 20F: 3 clusters Score -1652039 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1652065.000000 Penalty: 4940.633301
	Iteration 21Q: 3 clusters Score -1652065 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1652090.625000 Penalty: 4940.633301
	Iteration 22Q: 3 clusters Score -1652091 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1652111.125000 Penalty: 4940.633301
	Iteration 23Q: 3 clusters Score -1652111 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1652130.375000 Penalty: 4940.633301
	Iteration 24Q: 3 clusters Score -1652130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1652151.875000 Penalty: 4940.633301
	Iteration 25Q: 3 clusters Score -1652152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1652170.625000 Penalty: 4940.633301
	Iteration 26Q: 3 clusters Score -1652171 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1652182.500000 Penalty: 4940.633301
	Iteration 27Q: 3 clusters Score -1652182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1652193.375000 Penalty: 4940.633301
	Iteration 28Q: 3 clusters Score -1652193 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1652205.500000 Penalty: 4940.633301
	Iteration 29Q: 3 clusters Score -1652206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1652219.875000 Penalty: 4940.633301
	Iteration 30Q: 3 clusters Score -1652220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1652228.875000 Penalty: 4940.633301
	Iteration 31Q: 3 clusters Score -1652229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1652241.250000 Penalty: 4940.633301
	Iteration 32Q: 3 clusters Score -1652241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1652245.625000 Penalty: 4940.633301
	Iteration 33Q: 3 clusters Score -1652246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1652259.500000 Penalty: 4940.633301
	Iteration 34Q: 3 clusters Score -1652260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1652275.625000 Penalty: 4940.633301
	Iteration 35Q: 3 clusters Score -1652276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1652293.875000 Penalty: 4940.633301
	Iteration 36Q: 3 clusters Score -1652294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1652305.000000 Penalty: 4940.633301
	Iteration 37Q: 3 clusters Score -1652305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1652313.000000 Penalty: 4940.633301
	Iteration 38Q: 3 clusters Score -1652313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1652328.750000 Penalty: 4940.633301
	Iteration 39Q: 3 clusters Score -1652329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1652335.500000 Penalty: 4940.633301
	Iteration 40F: 3 clusters Score -1652336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1652344.875000 Penalty: 4940.633301
	Iteration 41Q: 3 clusters Score -1652345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1652353.500000 Penalty: 4940.633301
	Iteration 42Q: 3 clusters Score -1652354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1652366.500000 Penalty: 4940.633301
	Iteration 43Q: 3 clusters Score -1652366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1652375.375000 Penalty: 4940.633301
	Iteration 44Q: 3 clusters Score -1652375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1652393.125000 Penalty: 4940.633301
	Iteration 45Q: 3 clusters Score -1652393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1652406.750000 Penalty: 4940.633301
	Iteration 46Q: 3 clusters Score -1652407 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1652411.750000 Penalty: 4940.633301
	Iteration 47Q: 3 clusters Score -1652412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1652432.375000 Penalty: 4940.633301
	Iteration 48Q: 3 clusters Score -1652432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1652446.500000 Penalty: 4940.633301
	Iteration 49Q: 3 clusters Score -1652446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1652460.500000 Penalty: 4940.633301
	Iteration 50Q: 3 clusters Score -1652460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1652484.500000 Penalty: 4940.633301
	Iteration 51Q: 3 clusters Score -1652484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1652497.500000 Penalty: 4940.633301
	Iteration 52Q: 3 clusters Score -1652498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1652509.375000 Penalty: 4940.633301
	Iteration 53Q: 3 clusters Score -1652509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1652516.250000 Penalty: 4940.633301
	Iteration 54Q: 3 clusters Score -1652516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1652524.375000 Penalty: 4940.633301
	Iteration 55Q: 3 clusters Score -1652524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1652535.125000 Penalty: 4940.633301
	Iteration 56Q: 3 clusters Score -1652535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1652541.500000 Penalty: 4940.633301
	Iteration 57Q: 3 clusters Score -1652542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1652547.875000 Penalty: 4940.633301
	Iteration 58Q: 3 clusters Score -1652548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1652551.000000 Penalty: 4940.633301
	Iteration 59Q: 3 clusters Score -1652551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1652555.875000 Penalty: 4940.633301
	Iteration 60F: 3 clusters Score -1652556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1652563.375000 Penalty: 4940.633301
	Iteration 61Q: 3 clusters Score -1652563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1652574.750000 Penalty: 4940.633301
	Iteration 62Q: 3 clusters Score -1652575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1652575.125000 Penalty: 4940.633301
	Iteration 63Q: 3 clusters Score -1652575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1652582.750000 Penalty: 4940.633301
	Iteration 64Q: 3 clusters Score -1652583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1652587.125000 Penalty: 4940.633301
	Iteration 65Q: 3 clusters Score -1652587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1652593.125000 Penalty: 4940.633301
	Iteration 66Q: 3 clusters Score -1652593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1652594.125000 Penalty: 4940.633301
	Iteration 67Q: 3 clusters Score -1652594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1652595.125000 Penalty: 4940.633301
	Iteration 68Q: 3 clusters Score -1652595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1652599.500000 Penalty: 4940.633301
	Iteration 69Q: 3 clusters Score -1652600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1652601.625000 Penalty: 4940.633301
	Iteration 70Q: 3 clusters Score -1652602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1652606.875000 Penalty: 4940.633301
	Iteration 71Q: 3 clusters Score -1652607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1652609.500000 Penalty: 4940.633301
	Iteration 72Q: 3 clusters Score -1652610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1652612.625000 Penalty: 4940.633301
	Iteration 73Q: 3 clusters Score -1652613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1652614.625000 Penalty: 4940.633301
	Iteration 74Q: 3 clusters Score -1652615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1652617.250000 Penalty: 4940.633301
	Iteration 75Q: 3 clusters Score -1652617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1652623.125000 Penalty: 4940.633301
	Iteration 76Q: 3 clusters Score -1652623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1652624.375000 Penalty: 4940.633301
	Iteration 77Q: 3 clusters Score -1652624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1652625.875000 Penalty: 4940.633301
	Iteration 78Q: 3 clusters Score -1652626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1652628.500000 Penalty: 4940.633301
	Iteration 79Q: 3 clusters Score -1652628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1652627.750000 Penalty: 4940.633301
	Iteration 80F: 3 clusters Score -1652628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1652629.125000 Penalty: 4940.633301
	Iteration 81Q: 3 clusters Score -1652629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1652630.500000 Penalty: 4940.633301
	Iteration 82Q: 3 clusters Score -1652630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1652634.375000 Penalty: 4940.633301
	Iteration 83Q: 3 clusters Score -1652634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1652636.000000 Penalty: 4940.633301
	Iteration 84Q: 3 clusters Score -1652636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1652635.875000 Penalty: 4940.633301
	Iteration 85Q: 3 clusters Score -1652636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1652636.875000 Penalty: 4940.633301
	Iteration 86Q: 3 clusters Score -1652637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1652634.875000 Penalty: 4940.633301
	Iteration 87Q: 3 clusters Score -1652635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1652637.125000 Penalty: 4940.633301
	Iteration 88Q: 3 clusters Score -1652637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1652637.000000 Penalty: 4940.633301
	Iteration 89Q: 3 clusters Score -1652637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1652638.250000 Penalty: 4940.633301
	Iteration 90Q: 3 clusters Score -1652638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1652640.875000 Penalty: 4940.633301
	Iteration 91Q: 3 clusters Score -1652641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1652639.625000 Penalty: 4940.633301
	Iteration 92Q: 3 clusters Score -1652640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1652646.625000 Penalty: 4940.633301
	Iteration 93Q: 3 clusters Score -1652647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1652652.375000 Penalty: 4940.633301
	Iteration 94Q: 3 clusters Score -1652652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1652652.875000 Penalty: 4940.633301
	Iteration 95Q: 3 clusters Score -1652653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1652664.375000 Penalty: 4940.633301
	Iteration 96Q: 3 clusters Score -1652664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1652664.875000 Penalty: 4940.633301
	Iteration 97Q: 3 clusters Score -1652665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1652672.000000 Penalty: 4940.633301
	Iteration 98Q: 3 clusters Score -1652672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1652669.125000 Penalty: 4940.633301
	Iteration 99Q: 3 clusters Score -1652669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1652672.000000 Penalty: 4940.633301
	Iteration 100F: 3 clusters Score -1652672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1652672.000000 Penalty: 4940.633301
	Iteration 101Q: 3 clusters Score -1652672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1652677.750000 Penalty: 4940.633301
	Iteration 102Q: 3 clusters Score -1652678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1652681.625000 Penalty: 4940.633301
	Iteration 103Q: 3 clusters Score -1652682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1652682.625000 Penalty: 4940.633301
	Iteration 104Q: 3 clusters Score -1652683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1652687.625000 Penalty: 4940.633301
	Iteration 105Q: 3 clusters Score -1652688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1652688.875000 Penalty: 4940.633301
	Iteration 106Q: 3 clusters Score -1652689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1652688.750000 Penalty: 4940.633301
	Iteration 107Q: 3 clusters Score -1652689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1652686.750000 Penalty: 4940.633301
	Iteration 108Q: 3 clusters Score -1652687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1652692.875000 Penalty: 4940.633301
	Iteration 109Q: 3 clusters Score -1652693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1652695.250000 Penalty: 4940.633301
	Iteration 110Q: 3 clusters Score -1652695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1652700.000000 Penalty: 4940.633301
	Iteration 111Q: 3 clusters Score -1652700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1652703.125000 Penalty: 4940.633301
	Iteration 112Q: 3 clusters Score -1652703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1652701.375000 Penalty: 4940.633301
	Iteration 113Q: 3 clusters Score -1652701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1652703.375000 Penalty: 4940.633301
	Iteration 114Q: 3 clusters Score -1652703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1652707.000000 Penalty: 4940.633301
	Iteration 115Q: 3 clusters Score -1652707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1652708.875000 Penalty: 4940.633301
	Iteration 116Q: 3 clusters Score -1652709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1652712.875000 Penalty: 4940.633301
	Iteration 117Q: 3 clusters Score -1652713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1652720.000000 Penalty: 4940.633301
	Iteration 118Q: 3 clusters Score -1652720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1652720.250000 Penalty: 4940.633301
	Iteration 119Q: 3 clusters Score -1652720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1652717.750000 Penalty: 4940.633301
	Iteration 120F: 3 clusters Score -1652718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1652725.375000 Penalty: 4940.633301
	Iteration 121Q: 3 clusters Score -1652725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1652723.625000 Penalty: 4940.633301
	Iteration 122Q: 3 clusters Score -1652724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1652734.000000 Penalty: 4940.633301
	Iteration 123Q: 3 clusters Score -1652734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1652733.125000 Penalty: 4940.633301
	Iteration 124Q: 3 clusters Score -1652733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1652733.000000 Penalty: 4940.633301
	Iteration 125Q: 3 clusters Score -1652733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1652732.250000 Penalty: 4940.633301
	Iteration 126Q: 3 clusters Score -1652732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1652736.625000 Penalty: 4940.633301
	Iteration 127Q: 3 clusters Score -1652737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1652737.875000 Penalty: 4940.633301
	Iteration 128Q: 3 clusters Score -1652738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1652742.375000 Penalty: 4940.633301
	Iteration 129Q: 3 clusters Score -1652742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1652743.750000 Penalty: 4940.633301
	Iteration 130Q: 3 clusters Score -1652744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1652742.000000 Penalty: 4940.633301
	Iteration 131Q: 3 clusters Score -1652742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1652741.625000 Penalty: 4940.633301
	Iteration 132Q: 3 clusters Score -1652742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1652746.750000 Penalty: 4940.633301
	Iteration 133Q: 3 clusters Score -1652747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1652749.125000 Penalty: 4940.633301
	Iteration 134Q: 3 clusters Score -1652749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1652755.125000 Penalty: 4940.633301
	Iteration 135Q: 3 clusters Score -1652755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1652756.625000 Penalty: 4940.633301
	Iteration 136Q: 3 clusters Score -1652757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1652754.125000 Penalty: 4940.633301
	Iteration 137Q: 3 clusters Score -1652754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1652755.750000 Penalty: 4940.633301
	Iteration 138Q: 3 clusters Score -1652756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1652755.375000 Penalty: 4940.633301
	Iteration 139Q: 3 clusters Score -1652755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1652759.375000 Penalty: 4940.633301
	Iteration 140F: 3 clusters Score -1652759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1652764.500000 Penalty: 4940.633301
	Iteration 141Q: 3 clusters Score -1652764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1652762.375000 Penalty: 4940.633301
	Iteration 142Q: 3 clusters Score -1652762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1652761.875000 Penalty: 4940.633301
	Iteration 143Q: 3 clusters Score -1652762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1652764.625000 Penalty: 4940.633301
	Iteration 144Q: 3 clusters Score -1652765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1652764.875000 Penalty: 4940.633301
	Iteration 145Q: 3 clusters Score -1652765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1652759.875000 Penalty: 4940.633301
	Iteration 146Q: 3 clusters Score -1652760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1652765.500000 Penalty: 4940.633301
	Iteration 147Q: 3 clusters Score -1652766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1652765.750000 Penalty: 4940.633301
	Iteration 148Q: 3 clusters Score -1652766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1652766.250000 Penalty: 4940.633301
	Iteration 149Q: 3 clusters Score -1652766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1652766.250000 Penalty: 4940.633301
	Iteration 150F: 3 clusters Score -1652766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -669184.812500 Penalty: 2246.529541
	Iteration 0F: 2 clusters Score -669184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -662382.125000 Penalty: 4493.059082
	Iteration 0F: 3 clusters Score -662382.1 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -664296.312500 Penalty: 4493.059082
	Iteration 1F: 3 clusters Score -664296.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -664620.437500 Penalty: 4493.059082
	Iteration 2F: 3 clusters Score -664620.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -664901.812500 Penalty: 4493.059082
	Iteration 3F: 3 clusters Score -664901.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -665195.375000 Penalty: 4493.059082
	Iteration 4F: 3 clusters Score -665195.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -665475.625000 Penalty: 4493.059082
	Iteration 5F: 3 clusters Score -665475.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -665747.687500 Penalty: 4493.059082
	Iteration 6Q: 3 clusters Score -665747.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -666050.062500 Penalty: 4493.059082
	Iteration 7F: 3 clusters Score -666050.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -666320.375000 Penalty: 4493.059082
	Iteration 8Q: 3 clusters Score -666320.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -666567.375000 Penalty: 4493.059082
	Iteration 9Q: 3 clusters Score -666567.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -666770.312500 Penalty: 4493.059082
	Iteration 10Q: 3 clusters Score -666770.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -666953.437500 Penalty: 4493.059082
	Iteration 11Q: 3 clusters Score -666953.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -667087.000000 Penalty: 4493.059082
	Iteration 12Q: 3 clusters Score -667087 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -667186.062500 Penalty: 4493.059082
	Iteration 13Q: 3 clusters Score -667186.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -667255.000000 Penalty: 4493.059082
	Iteration 14Q: 3 clusters Score -667255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -667293.687500 Penalty: 4493.059082
	Iteration 15Q: 3 clusters Score -667293.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -667323.000000 Penalty: 4493.059082
	Iteration 16Q: 3 clusters Score -667323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -667353.187500 Penalty: 4493.059082
	Iteration 17Q: 3 clusters Score -667353.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -667379.687500 Penalty: 4493.059082
	Iteration 18Q: 3 clusters Score -667379.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -667397.375000 Penalty: 4493.059082
	Iteration 19Q: 3 clusters Score -667397.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -667415.437500 Penalty: 4493.059082
	Iteration 20F: 3 clusters Score -667415.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -667435.812500 Penalty: 4493.059082
	Iteration 21Q: 3 clusters Score -667435.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -667448.187500 Penalty: 4493.059082
	Iteration 22Q: 3 clusters Score -667448.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -667461.625000 Penalty: 4493.059082
	Iteration 23Q: 3 clusters Score -667461.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -667466.625000 Penalty: 4493.059082
	Iteration 24Q: 3 clusters Score -667466.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -667470.875000 Penalty: 4493.059082
	Iteration 25Q: 3 clusters Score -667470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -667476.937500 Penalty: 4493.059082
	Iteration 26Q: 3 clusters Score -667476.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -667481.562500 Penalty: 4493.059082
	Iteration 27Q: 3 clusters Score -667481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -667486.937500 Penalty: 4493.059082
	Iteration 28Q: 3 clusters Score -667486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -667490.000000 Penalty: 4493.059082
	Iteration 29Q: 3 clusters Score -667490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -667490.875000 Penalty: 4493.059082
	Iteration 30Q: 3 clusters Score -667490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -667491.625000 Penalty: 4493.059082
	Iteration 31Q: 3 clusters Score -667491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -667491.625000 Penalty: 4493.059082
	Iteration 32F: 3 clusters Score -667491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Entering Unmasked Estep 
Score: -2733887.250000 Penalty: 2595.472412
	Iteration 0F: 2 clusters Score -2733887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2709991.750000 Penalty: 5190.944824
	Iteration 0F: 3 clusters Score -2709992 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2718559.500000 Penalty: 5190.944824
	Iteration 1F: 3 clusters Score -2718560 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2719237.250000 Penalty: 5190.944824
	Iteration 2F: 3 clusters Score -2719237 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2720026.750000 Penalty: 5190.944824
	Iteration 3F: 3 clusters Score -2720027 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2720987.250000 Penalty: 5190.944824
	Iteration 4F: 3 clusters Score -2720987 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2722225.500000 Penalty: 5190.944824
	Iteration 5F: 3 clusters Score -2722226 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2723725.000000 Penalty: 5190.944824
	Iteration 6F: 3 clusters Score -2723725 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -2725350.250000 Penalty: 5190.944824
	Iteration 7F: 3 clusters Score -2725350 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2726866.000000 Penalty: 5190.944824
	Iteration 8F: 3 clusters Score -2726866 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -2728196.250000 Penalty: 5190.944824
	Iteration 9F: 3 clusters Score -2728196 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2729166.250000 Penalty: 5190.944824
	Iteration 10Q: 3 clusters Score -2729166 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -2729928.500000 Penalty: 5190.944824
	Iteration 11Q: 3 clusters Score -2729928 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -2730489.250000 Penalty: 5190.944824
	Iteration 12Q: 3 clusters Score -2730489 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -2730864.250000 Penalty: 5190.944824
	Iteration 13Q: 3 clusters Score -2730864 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -2731188.750000 Penalty: 5190.944824
	Iteration 14Q: 3 clusters Score -2731189 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -2731414.000000 Penalty: 5190.944824
	Iteration 15Q: 3 clusters Score -2731414 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -2731592.000000 Penalty: 5190.944824
	Iteration 16Q: 3 clusters Score -2731592 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -2731712.000000 Penalty: 5190.944824
	Iteration 17Q: 3 clusters Score -2731712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2731824.000000 Penalty: 5190.944824
	Iteration 18Q: 3 clusters Score -2731824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -2731941.250000 Penalty: 5190.944824
	Iteration 19Q: 3 clusters Score -2731941 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -2732011.250000 Penalty: 5190.944824
	Iteration 20F: 3 clusters Score -2732011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -2732074.000000 Penalty: 5190.944824
	Iteration 21Q: 3 clusters Score -2732074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2732132.000000 Penalty: 5190.944824
	Iteration 22Q: 3 clusters Score -2732132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -2732187.000000 Penalty: 5190.944824
	Iteration 23Q: 3 clusters Score -2732187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -2732237.500000 Penalty: 5190.944824
	Iteration 24Q: 3 clusters Score -2732238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -2732279.000000 Penalty: 5190.944824
	Iteration 25Q: 3 clusters Score -2732279 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -2732314.500000 Penalty: 5190.944824
	Iteration 26Q: 3 clusters Score -2732314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -2732338.250000 Penalty: 5190.944824
	Iteration 27Q: 3 clusters Score -2732338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -2732350.750000 Penalty: 5190.944824
	Iteration 28Q: 3 clusters Score -2732351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -2732355.750000 Penalty: 5190.944824
	Iteration 29Q: 3 clusters Score -2732356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -2732368.250000 Penalty: 5190.944824
	Iteration 30Q: 3 clusters Score -2732368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -2732380.000000 Penalty: 5190.944824
	Iteration 31Q: 3 clusters Score -2732380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -2732409.000000 Penalty: 5190.944824
	Iteration 32Q: 3 clusters Score -2732409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -2732445.750000 Penalty: 5190.944824
	Iteration 33Q: 3 clusters Score -2732446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -2732475.500000 Penalty: 5190.944824
	Iteration 34Q: 3 clusters Score -2732476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -2732536.750000 Penalty: 5190.944824
	Iteration 35Q: 3 clusters Score -2732537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -2732613.000000 Penalty: 5190.944824
	Iteration 36Q: 3 clusters Score -2732613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -2732673.500000 Penalty: 5190.944824
	Iteration 37Q: 3 clusters Score -2732674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -2732707.000000 Penalty: 5190.944824
	Iteration 38Q: 3 clusters Score -2732707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -2732747.250000 Penalty: 5190.944824
	Iteration 39Q: 3 clusters Score -2732747 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -2732808.250000 Penalty: 5190.944824
	Iteration 40F: 3 clusters Score -2732808 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -2732852.750000 Penalty: 5190.944824
	Iteration 41Q: 3 clusters Score -2732853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -2732891.750000 Penalty: 5190.944824
	Iteration 42Q: 3 clusters Score -2732892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -2732929.750000 Penalty: 5190.944824
	Iteration 43Q: 3 clusters Score -2732930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -2732971.500000 Penalty: 5190.944824
	Iteration 44Q: 3 clusters Score -2732972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -2733002.750000 Penalty: 5190.944824
	Iteration 45Q: 3 clusters Score -2733003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -2733021.250000 Penalty: 5190.944824
	Iteration 46Q: 3 clusters Score -2733021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -2733034.250000 Penalty: 5190.944824
	Iteration 47Q: 3 clusters Score -2733034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -2733048.750000 Penalty: 5190.944824
	Iteration 48Q: 3 clusters Score -2733049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -2733069.750000 Penalty: 5190.944824
	Iteration 49Q: 3 clusters Score -2733070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -2733090.000000 Penalty: 5190.944824
	Iteration 50Q: 3 clusters Score -2733090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -2733101.500000 Penalty: 5190.944824
	Iteration 51Q: 3 clusters Score -2733102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -2733110.500000 Penalty: 5190.944824
	Iteration 52Q: 3 clusters Score -2733110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -2733119.500000 Penalty: 5190.944824
	Iteration 53Q: 3 clusters Score -2733120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -2733124.000000 Penalty: 5190.944824
	Iteration 54Q: 3 clusters Score -2733124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -2733128.750000 Penalty: 5190.944824
	Iteration 55Q: 3 clusters Score -2733129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -2733137.000000 Penalty: 5190.944824
	Iteration 56Q: 3 clusters Score -2733137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -2733143.250000 Penalty: 5190.944824
	Iteration 57Q: 3 clusters Score -2733143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -2733153.250000 Penalty: 5190.944824
	Iteration 58Q: 3 clusters Score -2733153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -2733152.750000 Penalty: 5190.944824
	Iteration 59Q: 3 clusters Score -2733153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -2733161.000000 Penalty: 5190.944824
	Iteration 60F: 3 clusters Score -2733161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -2733156.750000 Penalty: 5190.944824
	Iteration 61Q: 3 clusters Score -2733157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -2733162.250000 Penalty: 5190.944824
	Iteration 62Q: 3 clusters Score -2733162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -2733168.000000 Penalty: 5190.944824
	Iteration 63Q: 3 clusters Score -2733168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -2733167.000000 Penalty: 5190.944824
	Iteration 64Q: 3 clusters Score -2733167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -2733167.500000 Penalty: 5190.944824
	Iteration 65Q: 3 clusters Score -2733168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -2733167.500000 Penalty: 5190.944824
	Iteration 66Q: 3 clusters Score -2733168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -2733165.750000 Penalty: 5190.944824
	Iteration 67Q: 3 clusters Score -2733166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -2733164.000000 Penalty: 5190.944824
	Iteration 68Q: 3 clusters Score -2733164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -2733164.000000 Penalty: 5190.944824
	Iteration 69F: 3 clusters Score -2733164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Entering Unmasked Estep 
Score: -2228041.000000 Penalty: 2528.637939
	Iteration 0F: 2 clusters Score -2228041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2209345.750000 Penalty: 5057.275879
	Iteration 0F: 3 clusters Score -2209346 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2215981.000000 Penalty: 5057.275879
	Iteration 1F: 3 clusters Score -2215981 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2216412.750000 Penalty: 5057.275879
	Iteration 2Q: 3 clusters Score -2216413 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2216768.000000 Penalty: 5057.275879
	Iteration 3Q: 3 clusters Score -2216768 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2217072.500000 Penalty: 5057.275879
	Iteration 4Q: 3 clusters Score -2217072 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2217394.750000 Penalty: 5057.275879
	Iteration 5Q: 3 clusters Score -2217395 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2217823.000000 Penalty: 5057.275879
	Iteration 6Q: 3 clusters Score -2217823 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2218382.750000 Penalty: 5057.275879
	Iteration 7Q: 3 clusters Score -2218383 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2219021.750000 Penalty: 5057.275879
	Iteration 8Q: 3 clusters Score -2219022 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2219851.000000 Penalty: 5057.275879
	Iteration 9Q: 3 clusters Score -2219851 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2220818.250000 Penalty: 5057.275879
	Iteration 10F: 3 clusters Score -2220818 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2221779.750000 Penalty: 5057.275879
	Iteration 11Q: 3 clusters Score -2221780 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2222692.250000 Penalty: 5057.275879
	Iteration 12Q: 3 clusters Score -2222692 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2223387.500000 Penalty: 5057.275879
	Iteration 13Q: 3 clusters Score -2223388 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2223906.750000 Penalty: 5057.275879
	Iteration 14Q: 3 clusters Score -2223907 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2224339.500000 Penalty: 5057.275879
	Iteration 15Q: 3 clusters Score -2224340 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2224650.250000 Penalty: 5057.275879
	Iteration 16Q: 3 clusters Score -2224650 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2224902.000000 Penalty: 5057.275879
	Iteration 17Q: 3 clusters Score -2224902 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2225078.500000 Penalty: 5057.275879
	Iteration 18Q: 3 clusters Score -2225078 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2225253.500000 Penalty: 5057.275879
	Iteration 19Q: 3 clusters Score -2225254 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2225382.250000 Penalty: 5057.275879
	Iteration 20F: 3 clusters Score -2225382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2225463.750000 Penalty: 5057.275879
	Iteration 21Q: 3 clusters Score -2225464 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2225532.250000 Penalty: 5057.275879
	Iteration 22Q: 3 clusters Score -2225532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2225583.750000 Penalty: 5057.275879
	Iteration 23Q: 3 clusters Score -2225584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2225643.000000 Penalty: 5057.275879
	Iteration 24Q: 3 clusters Score -2225643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2225677.750000 Penalty: 5057.275879
	Iteration 25Q: 3 clusters Score -2225678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2225695.000000 Penalty: 5057.275879
	Iteration 26Q: 3 clusters Score -2225695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2225713.500000 Penalty: 5057.275879
	Iteration 27Q: 3 clusters Score -2225714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2225741.000000 Penalty: 5057.275879
	Iteration 28Q: 3 clusters Score -2225741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2225761.750000 Penalty: 5057.275879
	Iteration 29Q: 3 clusters Score -2225762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2225785.750000 Penalty: 5057.275879
	Iteration 30Q: 3 clusters Score -2225786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2225804.000000 Penalty: 5057.275879
	Iteration 31Q: 3 clusters Score -2225804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2225820.000000 Penalty: 5057.275879
	Iteration 32Q: 3 clusters Score -2225820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2225830.000000 Penalty: 5057.275879
	Iteration 33Q: 3 clusters Score -2225830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2225843.250000 Penalty: 5057.275879
	Iteration 34Q: 3 clusters Score -2225843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2225846.250000 Penalty: 5057.275879
	Iteration 35Q: 3 clusters Score -2225846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2225858.750000 Penalty: 5057.275879
	Iteration 36Q: 3 clusters Score -2225859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2225869.250000 Penalty: 5057.275879
	Iteration 37Q: 3 clusters Score -2225869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2225875.750000 Penalty: 5057.275879
	Iteration 38Q: 3 clusters Score -2225876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2225876.750000 Penalty: 5057.275879
	Iteration 39Q: 3 clusters Score -2225877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2225881.000000 Penalty: 5057.275879
	Iteration 40F: 3 clusters Score -2225881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2225886.250000 Penalty: 5057.275879
	Iteration 41Q: 3 clusters Score -2225886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2225889.250000 Penalty: 5057.275879
	Iteration 42Q: 3 clusters Score -2225889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2225888.500000 Penalty: 5057.275879
	Iteration 43Q: 3 clusters Score -2225888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2225890.750000 Penalty: 5057.275879
	Iteration 44Q: 3 clusters Score -2225891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2225890.750000 Penalty: 5057.275879
	Iteration 45F: 3 clusters Score -2225891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -209111.593750 Penalty: 1967.848145
	Iteration 0F: 2 clusters Score -209111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -205975.437500 Penalty: 3935.696289
	Iteration 0F: 3 clusters Score -205975.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -206618.468750 Penalty: 3935.696289
	Iteration 1F: 3 clusters Score -206618.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206814.750000 Penalty: 3935.696289
	Iteration 2F: 3 clusters Score -206814.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -207020.093750 Penalty: 3935.696289
	Iteration 3F: 3 clusters Score -207020.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -207177.125000 Penalty: 3935.696289
	Iteration 4F: 3 clusters Score -207177.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -207307.453125 Penalty: 3935.696289
	Iteration 5F: 3 clusters Score -207307.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -207400.562500 Penalty: 3935.696289
	Iteration 6Q: 3 clusters Score -207400.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -207481.187500 Penalty: 3935.696289
	Iteration 7Q: 3 clusters Score -207481.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -207566.046875 Penalty: 3935.696289
	Iteration 8Q: 3 clusters Score -207566 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -207642.203125 Penalty: 3935.696289
	Iteration 9Q: 3 clusters Score -207642.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -207707.703125 Penalty: 3935.696289
	Iteration 10Q: 3 clusters Score -207707.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -207756.218750 Penalty: 3935.696289
	Iteration 11Q: 3 clusters Score -207756.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -207806.843750 Penalty: 3935.696289
	Iteration 12Q: 3 clusters Score -207806.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -207844.015625 Penalty: 3935.696289
	Iteration 13Q: 3 clusters Score -207844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -207885.984375 Penalty: 3935.696289
	Iteration 14Q: 3 clusters Score -207886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -207917.140625 Penalty: 3935.696289
	Iteration 15Q: 3 clusters Score -207917.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -207940.593750 Penalty: 3935.696289
	Iteration 16Q: 3 clusters Score -207940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -207966.171875 Penalty: 3935.696289
	Iteration 17Q: 3 clusters Score -207966.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -207977.921875 Penalty: 3935.696289
	Iteration 18Q: 3 clusters Score -207977.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -207988.093750 Penalty: 3935.696289
	Iteration 19Q: 3 clusters Score -207988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -207992.687500 Penalty: 3935.696289
	Iteration 20F: 3 clusters Score -207992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -207999.000000 Penalty: 3935.696289
	Iteration 21Q: 3 clusters Score -207999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -208004.328125 Penalty: 3935.696289
	Iteration 22Q: 3 clusters Score -208004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -208011.609375 Penalty: 3935.696289
	Iteration 23Q: 3 clusters Score -208011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -208020.078125 Penalty: 3935.696289
	Iteration 24Q: 3 clusters Score -208020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -208024.531250 Penalty: 3935.696289
	Iteration 25Q: 3 clusters Score -208024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208028.968750 Penalty: 3935.696289
	Iteration 26Q: 3 clusters Score -208029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -208033.562500 Penalty: 3935.696289
	Iteration 27Q: 3 clusters Score -208033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -208037.250000 Penalty: 3935.696289
	Iteration 28Q: 3 clusters Score -208037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -208040.328125 Penalty: 3935.696289
	Iteration 29Q: 3 clusters Score -208040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -208042.687500 Penalty: 3935.696289
	Iteration 30Q: 3 clusters Score -208042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -208044.125000 Penalty: 3935.696289
	Iteration 31Q: 3 clusters Score -208044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -208045.296875 Penalty: 3935.696289
	Iteration 32Q: 3 clusters Score -208045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208045.593750 Penalty: 3935.696289
	Iteration 33Q: 3 clusters Score -208045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208045.593750 Penalty: 3935.696289
	Iteration 34F: 3 clusters Score -208045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Entering Unmasked Estep 
Score: -4155024.750000 Penalty: 2685.566406
	Iteration 0F: 2 clusters Score -4155025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4121067.000000 Penalty: 5371.132812
	Iteration 0F: 3 clusters Score -4121067 nChanged 23239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4134007.500000 Penalty: 5371.132812
	Iteration 1F: 3 clusters Score -4134008 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4134556.000000 Penalty: 5371.132812
	Iteration 2Q: 3 clusters Score -4134556 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4135124.000000 Penalty: 5371.132812
	Iteration 3Q: 3 clusters Score -4135124 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4135810.000000 Penalty: 5371.132812
	Iteration 4Q: 3 clusters Score -4135810 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4136723.500000 Penalty: 5371.132812
	Iteration 5Q: 3 clusters Score -4136724 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4138083.500000 Penalty: 5371.132812
	Iteration 6F: 3 clusters Score -4138084 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4139977.750000 Penalty: 5371.132812
	Iteration 7F: 3 clusters Score -4139978 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4142441.250000 Penalty: 5371.132812
	Iteration 8F: 3 clusters Score -4142441 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -4145403.000000 Penalty: 5371.132812
	Iteration 9F: 3 clusters Score -4145403 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4147894.750000 Penalty: 5371.132812
	Iteration 10F: 3 clusters Score -4147895 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4149570.250000 Penalty: 5371.132812
	Iteration 11Q: 3 clusters Score -4149570 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4150533.500000 Penalty: 5371.132812
	Iteration 12Q: 3 clusters Score -4150534 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4151122.250000 Penalty: 5371.132812
	Iteration 13Q: 3 clusters Score -4151122 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4151536.750000 Penalty: 5371.132812
	Iteration 14Q: 3 clusters Score -4151537 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4151878.750000 Penalty: 5371.132812
	Iteration 15Q: 3 clusters Score -4151879 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4152179.250000 Penalty: 5371.132812
	Iteration 16Q: 3 clusters Score -4152179 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4152396.500000 Penalty: 5371.132812
	Iteration 17Q: 3 clusters Score -4152396 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4152565.500000 Penalty: 5371.132812
	Iteration 18Q: 3 clusters Score -4152566 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4152723.000000 Penalty: 5371.132812
	Iteration 19Q: 3 clusters Score -4152723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4152884.750000 Penalty: 5371.132812
	Iteration 20F: 3 clusters Score -4152885 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4152985.250000 Penalty: 5371.132812
	Iteration 21Q: 3 clusters Score -4152985 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4153056.250000 Penalty: 5371.132812
	Iteration 22Q: 3 clusters Score -4153056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4153107.750000 Penalty: 5371.132812
	Iteration 23Q: 3 clusters Score -4153108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4153148.500000 Penalty: 5371.132812
	Iteration 24Q: 3 clusters Score -4153148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4153178.250000 Penalty: 5371.132812
	Iteration 25Q: 3 clusters Score -4153178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4153217.750000 Penalty: 5371.132812
	Iteration 26Q: 3 clusters Score -4153218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4153246.750000 Penalty: 5371.132812
	Iteration 27Q: 3 clusters Score -4153247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4153252.000000 Penalty: 5371.132812
	Iteration 28Q: 3 clusters Score -4153252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4153267.000000 Penalty: 5371.132812
	Iteration 29Q: 3 clusters Score -4153267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4153281.750000 Penalty: 5371.132812
	Iteration 30Q: 3 clusters Score -4153282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4153290.500000 Penalty: 5371.132812
	Iteration 31Q: 3 clusters Score -4153290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4153291.250000 Penalty: 5371.132812
	Iteration 32Q: 3 clusters Score -4153291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4153294.750000 Penalty: 5371.132812
	Iteration 33Q: 3 clusters Score -4153295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4153296.750000 Penalty: 5371.132812
	Iteration 34Q: 3 clusters Score -4153297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4153298.250000 Penalty: 5371.132812
	Iteration 35Q: 3 clusters Score -4153298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4153307.250000 Penalty: 5371.132812
	Iteration 36Q: 3 clusters Score -4153307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4153301.000000 Penalty: 5371.132812
	Iteration 37Q: 3 clusters Score -4153301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4153308.750000 Penalty: 5371.132812
	Iteration 38Q: 3 clusters Score -4153309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4153310.000000 Penalty: 5371.132812
	Iteration 39Q: 3 clusters Score -4153310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4153311.500000 Penalty: 5371.132812
	Iteration 40F: 3 clusters Score -4153312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4153315.750000 Penalty: 5371.132812
	Iteration 41Q: 3 clusters Score -4153316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4153320.500000 Penalty: 5371.132812
	Iteration 42Q: 3 clusters Score -4153320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4153321.750000 Penalty: 5371.132812
	Iteration 43Q: 3 clusters Score -4153322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4153323.750000 Penalty: 5371.132812
	Iteration 44Q: 3 clusters Score -4153324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4153326.250000 Penalty: 5371.132812
	Iteration 45Q: 3 clusters Score -4153326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4153331.500000 Penalty: 5371.132812
	Iteration 46Q: 3 clusters Score -4153332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4153327.250000 Penalty: 5371.132812
	Iteration 47Q: 3 clusters Score -4153327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4153327.000000 Penalty: 5371.132812
	Iteration 48Q: 3 clusters Score -4153327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4153328.750000 Penalty: 5371.132812
	Iteration 49Q: 3 clusters Score -4153329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4153329.750000 Penalty: 5371.132812
	Iteration 50Q: 3 clusters Score -4153330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4153328.500000 Penalty: 5371.132812
	Iteration 51Q: 3 clusters Score -4153328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4153327.750000 Penalty: 5371.132812
	Iteration 52Q: 3 clusters Score -4153328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4153324.500000 Penalty: 5371.132812
	Iteration 53Q: 3 clusters Score -4153324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4153331.000000 Penalty: 5371.132812
	Iteration 54Q: 3 clusters Score -4153331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4153333.250000 Penalty: 5371.132812
	Iteration 55Q: 3 clusters Score -4153333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4153337.750000 Penalty: 5371.132812
	Iteration 56Q: 3 clusters Score -4153338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4153335.250000 Penalty: 5371.132812
	Iteration 57Q: 3 clusters Score -4153335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4153335.250000 Penalty: 5371.132812
	Iteration 58F: 3 clusters Score -4153335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Entering Unmasked Estep 
Score: -3168747.500000 Penalty: 2630.101318
	Iteration 0F: 2 clusters Score -3168748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3141459.250000 Penalty: 5260.202637
	Iteration 0F: 3 clusters Score -3141459 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3151600.750000 Penalty: 5260.202637
	Iteration 1F: 3 clusters Score -3151601 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3152067.250000 Penalty: 5260.202637
	Iteration 2Q: 3 clusters Score -3152067 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3152582.000000 Penalty: 5260.202637
	Iteration 3Q: 3 clusters Score -3152582 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3153141.750000 Penalty: 5260.202637
	Iteration 4Q: 3 clusters Score -3153142 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3153879.000000 Penalty: 5260.202637
	Iteration 5Q: 3 clusters Score -3153879 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -3154980.750000 Penalty: 5260.202637
	Iteration 6F: 3 clusters Score -3154981 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3156581.750000 Penalty: 5260.202637
	Iteration 7F: 3 clusters Score -3156582 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3158869.750000 Penalty: 5260.202637
	Iteration 8F: 3 clusters Score -3158870 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3161428.250000 Penalty: 5260.202637
	Iteration 9F: 3 clusters Score -3161428 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3163520.250000 Penalty: 5260.202637
	Iteration 10F: 3 clusters Score -3163520 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3164990.000000 Penalty: 5260.202637
	Iteration 11Q: 3 clusters Score -3164990 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3165710.750000 Penalty: 5260.202637
	Iteration 12Q: 3 clusters Score -3165711 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3166032.500000 Penalty: 5260.202637
	Iteration 13Q: 3 clusters Score -3166032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3166196.000000 Penalty: 5260.202637
	Iteration 14Q: 3 clusters Score -3166196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3166276.750000 Penalty: 5260.202637
	Iteration 15Q: 3 clusters Score -3166277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3166316.500000 Penalty: 5260.202637
	Iteration 16Q: 3 clusters Score -3166316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3166346.250000 Penalty: 5260.202637
	Iteration 17Q: 3 clusters Score -3166346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3166369.500000 Penalty: 5260.202637
	Iteration 18Q: 3 clusters Score -3166370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3166377.000000 Penalty: 5260.202637
	Iteration 19Q: 3 clusters Score -3166377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3166393.750000 Penalty: 5260.202637
	Iteration 20F: 3 clusters Score -3166394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3166409.250000 Penalty: 5260.202637
	Iteration 21Q: 3 clusters Score -3166409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3166414.750000 Penalty: 5260.202637
	Iteration 22Q: 3 clusters Score -3166415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3166419.250000 Penalty: 5260.202637
	Iteration 23Q: 3 clusters Score -3166419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3166421.250000 Penalty: 5260.202637
	Iteration 24Q: 3 clusters Score -3166421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3166424.250000 Penalty: 5260.202637
	Iteration 25Q: 3 clusters Score -3166424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3166425.000000 Penalty: 5260.202637
	Iteration 26Q: 3 clusters Score -3166425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3166423.750000 Penalty: 5260.202637
	Iteration 27Q: 3 clusters Score -3166424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3166427.250000 Penalty: 5260.202637
	Iteration 28Q: 3 clusters Score -3166427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3166430.250000 Penalty: 5260.202637
	Iteration 29Q: 3 clusters Score -3166430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3166433.250000 Penalty: 5260.202637
	Iteration 30Q: 3 clusters Score -3166433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3166433.250000 Penalty: 5260.202637
	Iteration 31F: 3 clusters Score -3166433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -770392.562500 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -770392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -763175.625000 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -763175.6 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -765224.062500 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -765224.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -765487.437500 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -765487.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -765649.125000 Penalty: 4528.156250
	Iteration 3Q: 3 clusters Score -765649.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -765764.250000 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -765764.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -765843.687500 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -765843.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -765909.562500 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -765909.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -765959.437500 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -765959.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -766016.937500 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -766016.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -766068.437500 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -766068.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -766108.062500 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -766108.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -766143.312500 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -766143.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -766179.625000 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -766179.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -766213.437500 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -766213.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -766247.687500 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -766247.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -766290.125000 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -766290.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -766333.500000 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -766333.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -766384.187500 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -766384.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -766437.250000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -766437.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -766494.625000 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -766494.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -766558.937500 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -766558.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -766638.187500 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -766638.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -766731.437500 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -766731.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -766845.062500 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -766845.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -766961.375000 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -766961.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -767086.375000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -767086.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -767212.312500 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -767212.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -767350.312500 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -767350.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -767465.875000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -767465.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -767573.562500 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -767573.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -767683.937500 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -767683.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -767800.312500 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -767800.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -767906.062500 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -767906.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -767993.437500 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -767993.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -768057.875000 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -768057.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -768096.375000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -768096.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -768123.812500 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -768123.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -768152.875000 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -768152.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -768184.625000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -768184.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -768203.437500 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -768203.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -768220.625000 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -768220.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -768235.750000 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -768235.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -768247.375000 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -768247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -768257.500000 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -768257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -768261.562500 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -768261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -768269.000000 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -768269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -768277.375000 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -768277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -768284.125000 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -768284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -768289.750000 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -768289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -768294.500000 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -768294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -768299.000000 Penalty: 4528.156250
	Iteration 50Q: 3 clusters Score -768299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -768301.812500 Penalty: 4528.156250
	Iteration 51Q: 3 clusters Score -768301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -768303.562500 Penalty: 4528.156250
	Iteration 52Q: 3 clusters Score -768303.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -768308.437500 Penalty: 4528.156250
	Iteration 53Q: 3 clusters Score -768308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -768309.937500 Penalty: 4528.156250
	Iteration 54Q: 3 clusters Score -768309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -768312.250000 Penalty: 4528.156250
	Iteration 55Q: 3 clusters Score -768312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -768312.812500 Penalty: 4528.156250
	Iteration 56Q: 3 clusters Score -768312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -768314.562500 Penalty: 4528.156250
	Iteration 57Q: 3 clusters Score -768314.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -768314.562500 Penalty: 4528.156250
	Iteration 58F: 3 clusters Score -768314.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Entering Unmasked Estep 
Score: -1484393.375000 Penalty: 2440.297363
	Iteration 0F: 2 clusters Score -1484393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1471052.750000 Penalty: 4880.594727
	Iteration 0F: 3 clusters Score -1471053 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1475619.000000 Penalty: 4880.594727
	Iteration 1F: 3 clusters Score -1475619 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1476281.125000 Penalty: 4880.594727
	Iteration 2F: 3 clusters Score -1476281 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1476943.000000 Penalty: 4880.594727
	Iteration 3F: 3 clusters Score -1476943 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1477533.750000 Penalty: 4880.594727
	Iteration 4F: 3 clusters Score -1477534 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1478063.000000 Penalty: 4880.594727
	Iteration 5Q: 3 clusters Score -1478063 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1478603.625000 Penalty: 4880.594727
	Iteration 6Q: 3 clusters Score -1478604 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1479102.125000 Penalty: 4880.594727
	Iteration 7Q: 3 clusters Score -1479102 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1479608.125000 Penalty: 4880.594727
	Iteration 8Q: 3 clusters Score -1479608 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1480061.375000 Penalty: 4880.594727
	Iteration 9Q: 3 clusters Score -1480061 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1480446.125000 Penalty: 4880.594727
	Iteration 10Q: 3 clusters Score -1480446 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1480734.125000 Penalty: 4880.594727
	Iteration 11Q: 3 clusters Score -1480734 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1480938.750000 Penalty: 4880.594727
	Iteration 12Q: 3 clusters Score -1480939 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1481073.375000 Penalty: 4880.594727
	Iteration 13Q: 3 clusters Score -1481073 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1481166.000000 Penalty: 4880.594727
	Iteration 14Q: 3 clusters Score -1481166 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1481228.750000 Penalty: 4880.594727
	Iteration 15Q: 3 clusters Score -1481229 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1481290.125000 Penalty: 4880.594727
	Iteration 16Q: 3 clusters Score -1481290 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1481339.375000 Penalty: 4880.594727
	Iteration 17Q: 3 clusters Score -1481339 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1481394.500000 Penalty: 4880.594727
	Iteration 18Q: 3 clusters Score -1481394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1481434.875000 Penalty: 4880.594727
	Iteration 19Q: 3 clusters Score -1481435 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1481504.250000 Penalty: 4880.594727
	Iteration 20F: 3 clusters Score -1481504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1481572.125000 Penalty: 4880.594727
	Iteration 21Q: 3 clusters Score -1481572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1481644.875000 Penalty: 4880.594727
	Iteration 22Q: 3 clusters Score -1481645 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1481743.500000 Penalty: 4880.594727
	Iteration 23Q: 3 clusters Score -1481744 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1481885.000000 Penalty: 4880.594727
	Iteration 24Q: 3 clusters Score -1481885 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1482043.875000 Penalty: 4880.594727
	Iteration 25Q: 3 clusters Score -1482044 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1482152.125000 Penalty: 4880.594727
	Iteration 26Q: 3 clusters Score -1482152 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1482220.250000 Penalty: 4880.594727
	Iteration 27Q: 3 clusters Score -1482220 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1482278.375000 Penalty: 4880.594727
	Iteration 28Q: 3 clusters Score -1482278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1482315.000000 Penalty: 4880.594727
	Iteration 29Q: 3 clusters Score -1482315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1482353.500000 Penalty: 4880.594727
	Iteration 30Q: 3 clusters Score -1482354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1482377.625000 Penalty: 4880.594727
	Iteration 31Q: 3 clusters Score -1482378 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1482402.125000 Penalty: 4880.594727
	Iteration 32Q: 3 clusters Score -1482402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1482422.250000 Penalty: 4880.594727
	Iteration 33Q: 3 clusters Score -1482422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1482441.000000 Penalty: 4880.594727
	Iteration 34Q: 3 clusters Score -1482441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1482450.375000 Penalty: 4880.594727
	Iteration 35Q: 3 clusters Score -1482450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1482465.750000 Penalty: 4880.594727
	Iteration 36Q: 3 clusters Score -1482466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1482484.625000 Penalty: 4880.594727
	Iteration 37Q: 3 clusters Score -1482485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1482500.125000 Penalty: 4880.594727
	Iteration 38Q: 3 clusters Score -1482500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1482517.500000 Penalty: 4880.594727
	Iteration 39Q: 3 clusters Score -1482518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1482539.875000 Penalty: 4880.594727
	Iteration 40F: 3 clusters Score -1482540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1482563.125000 Penalty: 4880.594727
	Iteration 41Q: 3 clusters Score -1482563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1482577.375000 Penalty: 4880.594727
	Iteration 42Q: 3 clusters Score -1482577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1482599.250000 Penalty: 4880.594727
	Iteration 43Q: 3 clusters Score -1482599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1482618.000000 Penalty: 4880.594727
	Iteration 44Q: 3 clusters Score -1482618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1482640.000000 Penalty: 4880.594727
	Iteration 45Q: 3 clusters Score -1482640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1482645.750000 Penalty: 4880.594727
	Iteration 46Q: 3 clusters Score -1482646 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1482662.625000 Penalty: 4880.594727
	Iteration 47Q: 3 clusters Score -1482663 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1482677.875000 Penalty: 4880.594727
	Iteration 48Q: 3 clusters Score -1482678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1482691.125000 Penalty: 4880.594727
	Iteration 49Q: 3 clusters Score -1482691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1482707.250000 Penalty: 4880.594727
	Iteration 50Q: 3 clusters Score -1482707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1482725.250000 Penalty: 4880.594727
	Iteration 51Q: 3 clusters Score -1482725 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1482740.250000 Penalty: 4880.594727
	Iteration 52Q: 3 clusters Score -1482740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1482751.750000 Penalty: 4880.594727
	Iteration 53Q: 3 clusters Score -1482752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1482765.250000 Penalty: 4880.594727
	Iteration 54Q: 3 clusters Score -1482765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1482786.875000 Penalty: 4880.594727
	Iteration 55Q: 3 clusters Score -1482787 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1482810.000000 Penalty: 4880.594727
	Iteration 56Q: 3 clusters Score -1482810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1482820.875000 Penalty: 4880.594727
	Iteration 57Q: 3 clusters Score -1482821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1482827.750000 Penalty: 4880.594727
	Iteration 58Q: 3 clusters Score -1482828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1482839.125000 Penalty: 4880.594727
	Iteration 59Q: 3 clusters Score -1482839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1482854.625000 Penalty: 4880.594727
	Iteration 60F: 3 clusters Score -1482855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1482861.625000 Penalty: 4880.594727
	Iteration 61Q: 3 clusters Score -1482862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1482866.500000 Penalty: 4880.594727
	Iteration 62Q: 3 clusters Score -1482866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1482873.250000 Penalty: 4880.594727
	Iteration 63Q: 3 clusters Score -1482873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1482877.250000 Penalty: 4880.594727
	Iteration 64Q: 3 clusters Score -1482877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1482887.000000 Penalty: 4880.594727
	Iteration 65Q: 3 clusters Score -1482887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1482894.125000 Penalty: 4880.594727
	Iteration 66Q: 3 clusters Score -1482894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1482900.250000 Penalty: 4880.594727
	Iteration 67Q: 3 clusters Score -1482900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1482904.375000 Penalty: 4880.594727
	Iteration 68Q: 3 clusters Score -1482904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1482906.500000 Penalty: 4880.594727
	Iteration 69Q: 3 clusters Score -1482906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1482907.375000 Penalty: 4880.594727
	Iteration 70Q: 3 clusters Score -1482907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1482909.250000 Penalty: 4880.594727
	Iteration 71Q: 3 clusters Score -1482909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1482905.875000 Penalty: 4880.594727
	Iteration 72Q: 3 clusters Score -1482906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1482904.625000 Penalty: 4880.594727
	Iteration 73Q: 3 clusters Score -1482905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1482906.500000 Penalty: 4880.594727
	Iteration 74Q: 3 clusters Score -1482906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1482910.625000 Penalty: 4880.594727
	Iteration 75Q: 3 clusters Score -1482911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1482907.750000 Penalty: 4880.594727
	Iteration 76Q: 3 clusters Score -1482908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1482907.125000 Penalty: 4880.594727
	Iteration 77Q: 3 clusters Score -1482907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1482908.875000 Penalty: 4880.594727
	Iteration 78Q: 3 clusters Score -1482909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1482913.750000 Penalty: 4880.594727
	Iteration 79Q: 3 clusters Score -1482914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1482915.750000 Penalty: 4880.594727
	Iteration 80F: 3 clusters Score -1482916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1482913.500000 Penalty: 4880.594727
	Iteration 81Q: 3 clusters Score -1482914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1482917.250000 Penalty: 4880.594727
	Iteration 82Q: 3 clusters Score -1482917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1482920.000000 Penalty: 4880.594727
	Iteration 83Q: 3 clusters Score -1482920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1482927.000000 Penalty: 4880.594727
	Iteration 84Q: 3 clusters Score -1482927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1482926.125000 Penalty: 4880.594727
	Iteration 85Q: 3 clusters Score -1482926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1482928.000000 Penalty: 4880.594727
	Iteration 86Q: 3 clusters Score -1482928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1482925.500000 Penalty: 4880.594727
	Iteration 87Q: 3 clusters Score -1482926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1482932.625000 Penalty: 4880.594727
	Iteration 88Q: 3 clusters Score -1482933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1482935.375000 Penalty: 4880.594727
	Iteration 89Q: 3 clusters Score -1482935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1482935.375000 Penalty: 4880.594727
	Iteration 90Q: 3 clusters Score -1482935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1482935.250000 Penalty: 4880.594727
	Iteration 91Q: 3 clusters Score -1482935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1482936.000000 Penalty: 4880.594727
	Iteration 92Q: 3 clusters Score -1482936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1482934.375000 Penalty: 4880.594727
	Iteration 93Q: 3 clusters Score -1482934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1482934.125000 Penalty: 4880.594727
	Iteration 94Q: 3 clusters Score -1482934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1482934.125000 Penalty: 4880.594727
	Iteration 95Q: 3 clusters Score -1482934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1482937.375000 Penalty: 4880.594727
	Iteration 96Q: 3 clusters Score -1482937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1482941.000000 Penalty: 4880.594727
	Iteration 97Q: 3 clusters Score -1482941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1482943.000000 Penalty: 4880.594727
	Iteration 98Q: 3 clusters Score -1482943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1482941.375000 Penalty: 4880.594727
	Iteration 99Q: 3 clusters Score -1482941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1482938.500000 Penalty: 4880.594727
	Iteration 100F: 3 clusters Score -1482938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1482938.250000 Penalty: 4880.594727
	Iteration 101Q: 3 clusters Score -1482938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1482938.125000 Penalty: 4880.594727
	Iteration 102Q: 3 clusters Score -1482938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1482938.375000 Penalty: 4880.594727
	Iteration 103Q: 3 clusters Score -1482938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1482941.000000 Penalty: 4880.594727
	Iteration 104Q: 3 clusters Score -1482941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1482943.250000 Penalty: 4880.594727
	Iteration 105Q: 3 clusters Score -1482943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1482945.625000 Penalty: 4880.594727
	Iteration 106Q: 3 clusters Score -1482946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1482945.375000 Penalty: 4880.594727
	Iteration 107Q: 3 clusters Score -1482945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1482943.625000 Penalty: 4880.594727
	Iteration 108Q: 3 clusters Score -1482944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1482943.125000 Penalty: 4880.594727
	Iteration 109Q: 3 clusters Score -1482943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1482942.000000 Penalty: 4880.594727
	Iteration 110Q: 3 clusters Score -1482942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1482941.500000 Penalty: 4880.594727
	Iteration 111Q: 3 clusters Score -1482942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1482945.500000 Penalty: 4880.594727
	Iteration 112Q: 3 clusters Score -1482946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1482945.500000 Penalty: 4880.594727
	Iteration 113Q: 3 clusters Score -1482946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1482945.500000 Penalty: 4880.594727
	Iteration 114F: 3 clusters Score -1482946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -137097.828125 Penalty: 1864.075439
	Iteration 0F: 2 clusters Score -137097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -134568.203125 Penalty: 3728.150879
	Iteration 0F: 3 clusters Score -134568.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -134967.937500 Penalty: 3728.150879
	Iteration 1F: 3 clusters Score -134967.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -135096.312500 Penalty: 3728.150879
	Iteration 2F: 3 clusters Score -135096.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -135173.812500 Penalty: 3728.150879
	Iteration 3Q: 3 clusters Score -135173.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -135230.671875 Penalty: 3728.150879
	Iteration 4Q: 3 clusters Score -135230.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135288.843750 Penalty: 3728.150879
	Iteration 5Q: 3 clusters Score -135288.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135323.218750 Penalty: 3728.150879
	Iteration 6Q: 3 clusters Score -135323.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135353.625000 Penalty: 3728.150879
	Iteration 7Q: 3 clusters Score -135353.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135377.640625 Penalty: 3728.150879
	Iteration 8Q: 3 clusters Score -135377.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -135400.484375 Penalty: 3728.150879
	Iteration 9Q: 3 clusters Score -135400.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -135416.843750 Penalty: 3728.150879
	Iteration 10Q: 3 clusters Score -135416.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135430.671875 Penalty: 3728.150879
	Iteration 11Q: 3 clusters Score -135430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -135439.078125 Penalty: 3728.150879
	Iteration 12Q: 3 clusters Score -135439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -135447.296875 Penalty: 3728.150879
	Iteration 13Q: 3 clusters Score -135447.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135459.625000 Penalty: 3728.150879
	Iteration 14Q: 3 clusters Score -135459.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135468.234375 Penalty: 3728.150879
	Iteration 15Q: 3 clusters Score -135468.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135476.500000 Penalty: 3728.150879
	Iteration 16Q: 3 clusters Score -135476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135482.750000 Penalty: 3728.150879
	Iteration 17Q: 3 clusters Score -135482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135492.171875 Penalty: 3728.150879
	Iteration 18Q: 3 clusters Score -135492.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135500.531250 Penalty: 3728.150879
	Iteration 19Q: 3 clusters Score -135500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -135508.562500 Penalty: 3728.150879
	Iteration 20F: 3 clusters Score -135508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135514.875000 Penalty: 3728.150879
	Iteration 21Q: 3 clusters Score -135514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135521.468750 Penalty: 3728.150879
	Iteration 22Q: 3 clusters Score -135521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135527.703125 Penalty: 3728.150879
	Iteration 23Q: 3 clusters Score -135527.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -135535.343750 Penalty: 3728.150879
	Iteration 24Q: 3 clusters Score -135535.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135537.796875 Penalty: 3728.150879
	Iteration 25Q: 3 clusters Score -135537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -135540.046875 Penalty: 3728.150879
	Iteration 26Q: 3 clusters Score -135540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135542.750000 Penalty: 3728.150879
	Iteration 27Q: 3 clusters Score -135542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135548.296875 Penalty: 3728.150879
	Iteration 28Q: 3 clusters Score -135548.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135554.265625 Penalty: 3728.150879
	Iteration 29Q: 3 clusters Score -135554.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135562.546875 Penalty: 3728.150879
	Iteration 30Q: 3 clusters Score -135562.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135569.453125 Penalty: 3728.150879
	Iteration 31Q: 3 clusters Score -135569.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135579.125000 Penalty: 3728.150879
	Iteration 32Q: 3 clusters Score -135579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135586.218750 Penalty: 3728.150879
	Iteration 33Q: 3 clusters Score -135586.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135590.875000 Penalty: 3728.150879
	Iteration 34Q: 3 clusters Score -135590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135594.781250 Penalty: 3728.150879
	Iteration 35Q: 3 clusters Score -135594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135601.531250 Penalty: 3728.150879
	Iteration 36Q: 3 clusters Score -135601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135607.484375 Penalty: 3728.150879
	Iteration 37Q: 3 clusters Score -135607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135611.046875 Penalty: 3728.150879
	Iteration 38Q: 3 clusters Score -135611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135613.625000 Penalty: 3728.150879
	Iteration 39Q: 3 clusters Score -135613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135617.328125 Penalty: 3728.150879
	Iteration 40F: 3 clusters Score -135617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135622.234375 Penalty: 3728.150879
	Iteration 41Q: 3 clusters Score -135622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135628.140625 Penalty: 3728.150879
	Iteration 42Q: 3 clusters Score -135628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135632.796875 Penalty: 3728.150879
	Iteration 43Q: 3 clusters Score -135632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135635.875000 Penalty: 3728.150879
	Iteration 44Q: 3 clusters Score -135635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135638.453125 Penalty: 3728.150879
	Iteration 45Q: 3 clusters Score -135638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135641.125000 Penalty: 3728.150879
	Iteration 46Q: 3 clusters Score -135641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135641.125000 Penalty: 3728.150879
	Iteration 47F: 3 clusters Score -135641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Entering Unmasked Estep 
Score: -1642089.875000 Penalty: 2464.895996
	Iteration 0F: 2 clusters Score -1642090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1627536.250000 Penalty: 4929.791992
	Iteration 0F: 3 clusters Score -1627536 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1632566.875000 Penalty: 4929.791992
	Iteration 1F: 3 clusters Score -1632567 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1633037.375000 Penalty: 4929.791992
	Iteration 2F: 3 clusters Score -1633037 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1633407.000000 Penalty: 4929.791992
	Iteration 3F: 3 clusters Score -1633407 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1633746.250000 Penalty: 4929.791992
	Iteration 4Q: 3 clusters Score -1633746 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1634144.000000 Penalty: 4929.791992
	Iteration 5Q: 3 clusters Score -1634144 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1634731.625000 Penalty: 4929.791992
	Iteration 6Q: 3 clusters Score -1634732 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1635523.000000 Penalty: 4929.791992
	Iteration 7F: 3 clusters Score -1635523 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1636602.375000 Penalty: 4929.791992
	Iteration 8F: 3 clusters Score -1636602 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1637831.125000 Penalty: 4929.791992
	Iteration 9F: 3 clusters Score -1637831 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1639277.750000 Penalty: 4929.791992
	Iteration 10Q: 3 clusters Score -1639278 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1640536.000000 Penalty: 4929.791992
	Iteration 11Q: 3 clusters Score -1640536 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1641223.625000 Penalty: 4929.791992
	Iteration 12Q: 3 clusters Score -1641224 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1641569.875000 Penalty: 4929.791992
	Iteration 13Q: 3 clusters Score -1641570 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1641757.625000 Penalty: 4929.791992
	Iteration 14Q: 3 clusters Score -1641758 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1641907.750000 Penalty: 4929.791992
	Iteration 15Q: 3 clusters Score -1641908 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1642011.375000 Penalty: 4929.791992
	Iteration 16Q: 3 clusters Score -1642011 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1642099.125000 Penalty: 4929.791992
	Iteration 17Q: 3 clusters Score -1642099 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1642148.875000 Penalty: 4929.791992
	Iteration 18Q: 3 clusters Score -1642149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1642185.625000 Penalty: 4929.791992
	Iteration 19Q: 3 clusters Score -1642186 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1642206.500000 Penalty: 4929.791992
	Iteration 20F: 3 clusters Score -1642206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1642225.375000 Penalty: 4929.791992
	Iteration 21Q: 3 clusters Score -1642225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1642238.875000 Penalty: 4929.791992
	Iteration 22Q: 3 clusters Score -1642239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1642248.125000 Penalty: 4929.791992
	Iteration 23Q: 3 clusters Score -1642248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1642259.000000 Penalty: 4929.791992
	Iteration 24Q: 3 clusters Score -1642259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1642257.125000 Penalty: 4929.791992
	Iteration 25Q: 3 clusters Score -1642257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1642263.375000 Penalty: 4929.791992
	Iteration 26Q: 3 clusters Score -1642263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1642263.250000 Penalty: 4929.791992
	Iteration 27Q: 3 clusters Score -1642263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1642265.000000 Penalty: 4929.791992
	Iteration 28Q: 3 clusters Score -1642265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1642269.875000 Penalty: 4929.791992
	Iteration 29Q: 3 clusters Score -1642270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1642266.125000 Penalty: 4929.791992
	Iteration 30Q: 3 clusters Score -1642266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1642267.000000 Penalty: 4929.791992
	Iteration 31Q: 3 clusters Score -1642267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1642264.625000 Penalty: 4929.791992
	Iteration 32Q: 3 clusters Score -1642265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1642267.375000 Penalty: 4929.791992
	Iteration 33Q: 3 clusters Score -1642267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1642264.000000 Penalty: 4929.791992
	Iteration 34Q: 3 clusters Score -1642264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1642265.250000 Penalty: 4929.791992
	Iteration 35Q: 3 clusters Score -1642265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1642265.250000 Penalty: 4929.791992
	Iteration 36F: 3 clusters Score -1642265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844263 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259138 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40346 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 13430 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Mstep: Class 33 contains 7295 members 
Entering Unmasked Estep 
Score: -142805376.000000 Penalty: 117974.585938
Splitting cluster 23 changes total score from -142806144.000000 to -142805376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (161820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Entering Unmasked Estep 
Score: -13180113.000000 Penalty: 2974.571533
	Iteration 0F: 2 clusters Score -1.318011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -13071854.000000 Penalty: 5949.143066
	Iteration 0F: 3 clusters Score -1.307185e+07 nChanged 77500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -13117431.000000 Penalty: 5949.143066
	Iteration 1F: 3 clusters Score -1.311743e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -13118558.000000 Penalty: 5949.143066
	Iteration 2Q: 3 clusters Score -1.311856e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -13119795.000000 Penalty: 5949.143066
	Iteration 3Q: 3 clusters Score -1.31198e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -13121399.000000 Penalty: 5949.143066
	Iteration 4Q: 3 clusters Score -1.31214e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -13123508.000000 Penalty: 5949.143066
	Iteration 5Q: 3 clusters Score -1.312351e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -13126018.000000 Penalty: 5949.143066
	Iteration 6Q: 3 clusters Score -1.312602e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -13129311.000000 Penalty: 5949.143066
	Iteration 7Q: 3 clusters Score -1.312931e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -13133437.000000 Penalty: 5949.143066
	Iteration 8F: 3 clusters Score -1.313344e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -13138860.000000 Penalty: 5949.143066
	Iteration 9F: 3 clusters Score -1.313886e+07 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -13145914.000000 Penalty: 5949.143066
	Iteration 10F: 3 clusters Score -1.314591e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136481 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -13154453.000000 Penalty: 5949.143066
	Iteration 11F: 3 clusters Score -1.315445e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -13163303.000000 Penalty: 5949.143066
	Iteration 12F: 3 clusters Score -1.31633e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -13170643.000000 Penalty: 5949.143066
	Iteration 13Q: 3 clusters Score -1.317064e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -13174719.000000 Penalty: 5949.143066
	Iteration 14Q: 3 clusters Score -1.317472e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13176397.000000 Penalty: 5949.143066
	Iteration 15Q: 3 clusters Score -1.31764e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160915 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13177019.000000 Penalty: 5949.143066
	Iteration 16Q: 3 clusters Score -1.317702e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161158 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13177247.000000 Penalty: 5949.143066
	Iteration 17Q: 3 clusters Score -1.317725e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161254 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13177363.000000 Penalty: 5949.143066
	Iteration 18Q: 3 clusters Score -1.317736e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161308 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13177436.000000 Penalty: 5949.143066
	Iteration 19Q: 3 clusters Score -1.317744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13177481.000000 Penalty: 5949.143066
	Iteration 20F: 3 clusters Score -1.317748e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161348 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -13177514.000000 Penalty: 5949.143066
	Iteration 21Q: 3 clusters Score -1.317751e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13177558.000000 Penalty: 5949.143066
	Iteration 22Q: 3 clusters Score -1.317756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13177571.000000 Penalty: 5949.143066
	Iteration 23Q: 3 clusters Score -1.317757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13177578.000000 Penalty: 5949.143066
	Iteration 24Q: 3 clusters Score -1.317758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13177572.000000 Penalty: 5949.143066
	Iteration 25Q: 3 clusters Score -1.317757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161380 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13177567.000000 Penalty: 5949.143066
	Iteration 26Q: 3 clusters Score -1.317757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13177575.000000 Penalty: 5949.143066
	Iteration 27Q: 3 clusters Score -1.317758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13177581.000000 Penalty: 5949.143066
	Iteration 28Q: 3 clusters Score -1.317758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13177578.000000 Penalty: 5949.143066
	Iteration 29Q: 3 clusters Score -1.317758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13177570.000000 Penalty: 5949.143066
	Iteration 30Q: 3 clusters Score -1.317757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13177571.000000 Penalty: 5949.143066
	Iteration 31Q: 3 clusters Score -1.317757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13177571.000000 Penalty: 5949.143066
	Iteration 32F: 3 clusters Score -1.317757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -273145.562500 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -273145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -269467.562500 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -269467.6 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -270291.187500 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -270291.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -270479.125000 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -270479.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -270667.687500 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -270667.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -270842.531250 Penalty: 4067.342773
	Iteration 4Q: 3 clusters Score -270842.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -271066.375000 Penalty: 4067.342773
	Iteration 5F: 3 clusters Score -271066.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -271335.468750 Penalty: 4067.342773
	Iteration 6F: 3 clusters Score -271335.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -271621.343750 Penalty: 4067.342773
	Iteration 7F: 3 clusters Score -271621.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -271904.218750 Penalty: 4067.342773
	Iteration 8F: 3 clusters Score -271904.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -272136.843750 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -272136.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -272317.968750 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -272318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -272475.718750 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -272475.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -272562.156250 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -272562.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -272616.218750 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -272616.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272639.468750 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -272639.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -272650.500000 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -272650.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -272657.343750 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -272657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -272662.281250 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -272662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -272667.375000 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -272667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -272675.218750 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -272675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -272678.406250 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -272678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -272682.687500 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -272682.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -272687.656250 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -272687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -272689.343750 Penalty: 4067.342773
	Iteration 23Q: 3 clusters Score -272689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -272690.593750 Penalty: 4067.342773
	Iteration 24Q: 3 clusters Score -272690.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -272694.218750 Penalty: 4067.342773
	Iteration 25Q: 3 clusters Score -272694.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -272703.375000 Penalty: 4067.342773
	Iteration 26Q: 3 clusters Score -272703.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -272720.000000 Penalty: 4067.342773
	Iteration 27Q: 3 clusters Score -272720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -272751.468750 Penalty: 4067.342773
	Iteration 28Q: 3 clusters Score -272751.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272806.906250 Penalty: 4067.342773
	Iteration 29Q: 3 clusters Score -272806.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -272900.437500 Penalty: 4067.342773
	Iteration 30Q: 3 clusters Score -272900.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -273023.750000 Penalty: 4067.342773
	Iteration 31Q: 3 clusters Score -273023.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -273210.343750 Penalty: 4067.342773
	Iteration 32Q: 3 clusters Score -273210.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -273361.562500 Penalty: 4067.342773
	Iteration 33Q: 3 clusters Score -273361.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -273403.781250 Penalty: 4067.342773
	Iteration 34Q: 3 clusters Score -273403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -273408.312500 Penalty: 4067.342773
	Iteration 35Q: 3 clusters Score -273408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -273408.437500 Penalty: 4067.342773
	Iteration 36Q: 3 clusters Score -273408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -273408.437500 Penalty: 4067.342773
	Iteration 37F: 3 clusters Score -273408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29043 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 19277 members 
Mstep: Class 7 contains 96541 members 
Mstep: Class 8 contains 15918 members 
Mstep: Class 9 contains 844263 members 
Mstep: Class 10 contains 34503 members 
Mstep: Class 11 contains 259138 members 
Mstep: Class 12 contains 4941 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 35088 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 50458 members 
Mstep: Class 19 contains 40346 members 
Mstep: Class 20 contains 9222 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 1838 members 
Mstep: Class 23 contains 20725 members 
Mstep: Class 24 contains 161820 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 27415 members 
Mstep: Class 27 contains 8836 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1154 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 3458 members 
Mstep: Class 32 contains 34474 members 
Mstep: Class 33 contains 1543 members 
Entering Unmasked Estep 
Score: -142804896.000000 Penalty: 117974.585938
Splitting cluster 25 changes total score from -142806144.000000 to -142804896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (27415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Entering Unmasked Estep 
Score: -2157803.750000 Penalty: 2534.273682
	Iteration 0F: 2 clusters Score -2157804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2138756.000000 Penalty: 5068.547363
	Iteration 0F: 3 clusters Score -2138756 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2145269.250000 Penalty: 5068.547363
	Iteration 1F: 3 clusters Score -2145269 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2145738.750000 Penalty: 5068.547363
	Iteration 2Q: 3 clusters Score -2145739 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2146173.750000 Penalty: 5068.547363
	Iteration 3Q: 3 clusters Score -2146174 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2146642.750000 Penalty: 5068.547363
	Iteration 4Q: 3 clusters Score -2146643 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2147185.500000 Penalty: 5068.547363
	Iteration 5Q: 3 clusters Score -2147186 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2147902.000000 Penalty: 5068.547363
	Iteration 6Q: 3 clusters Score -2147902 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2148774.000000 Penalty: 5068.547363
	Iteration 7F: 3 clusters Score -2148774 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2149787.750000 Penalty: 5068.547363
	Iteration 8F: 3 clusters Score -2149788 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2150788.750000 Penalty: 5068.547363
	Iteration 9F: 3 clusters Score -2150789 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2151738.250000 Penalty: 5068.547363
	Iteration 10F: 3 clusters Score -2151738 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2152518.250000 Penalty: 5068.547363
	Iteration 11Q: 3 clusters Score -2152518 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2153159.250000 Penalty: 5068.547363
	Iteration 12Q: 3 clusters Score -2153159 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2153642.750000 Penalty: 5068.547363
	Iteration 13Q: 3 clusters Score -2153643 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2154085.500000 Penalty: 5068.547363
	Iteration 14Q: 3 clusters Score -2154086 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2154411.250000 Penalty: 5068.547363
	Iteration 15Q: 3 clusters Score -2154411 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2154689.250000 Penalty: 5068.547363
	Iteration 16Q: 3 clusters Score -2154689 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2154927.750000 Penalty: 5068.547363
	Iteration 17Q: 3 clusters Score -2154928 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2155108.750000 Penalty: 5068.547363
	Iteration 18Q: 3 clusters Score -2155109 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2155276.750000 Penalty: 5068.547363
	Iteration 19Q: 3 clusters Score -2155277 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2155406.250000 Penalty: 5068.547363
	Iteration 20F: 3 clusters Score -2155406 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2155525.250000 Penalty: 5068.547363
	Iteration 21Q: 3 clusters Score -2155525 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2155615.000000 Penalty: 5068.547363
	Iteration 22Q: 3 clusters Score -2155615 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2155685.500000 Penalty: 5068.547363
	Iteration 23Q: 3 clusters Score -2155686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2155745.000000 Penalty: 5068.547363
	Iteration 24Q: 3 clusters Score -2155745 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2155788.250000 Penalty: 5068.547363
	Iteration 25Q: 3 clusters Score -2155788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2155824.500000 Penalty: 5068.547363
	Iteration 26Q: 3 clusters Score -2155824 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2155859.000000 Penalty: 5068.547363
	Iteration 27Q: 3 clusters Score -2155859 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2155885.750000 Penalty: 5068.547363
	Iteration 28Q: 3 clusters Score -2155886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2155916.500000 Penalty: 5068.547363
	Iteration 29Q: 3 clusters Score -2155916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2155938.750000 Penalty: 5068.547363
	Iteration 30Q: 3 clusters Score -2155939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2155961.750000 Penalty: 5068.547363
	Iteration 31Q: 3 clusters Score -2155962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2155970.250000 Penalty: 5068.547363
	Iteration 32Q: 3 clusters Score -2155970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2155977.000000 Penalty: 5068.547363
	Iteration 33Q: 3 clusters Score -2155977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2155984.250000 Penalty: 5068.547363
	Iteration 34Q: 3 clusters Score -2155984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2155996.750000 Penalty: 5068.547363
	Iteration 35Q: 3 clusters Score -2155997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -2156004.750000 Penalty: 5068.547363
	Iteration 36Q: 3 clusters Score -2156005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2156002.000000 Penalty: 5068.547363
	Iteration 37Q: 3 clusters Score -2156002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2156010.750000 Penalty: 5068.547363
	Iteration 38Q: 3 clusters Score -2156011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2156016.250000 Penalty: 5068.547363
	Iteration 39Q: 3 clusters Score -2156016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2156021.750000 Penalty: 5068.547363
	Iteration 40F: 3 clusters Score -2156022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2156024.500000 Penalty: 5068.547363
	Iteration 41Q: 3 clusters Score -2156024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2156025.250000 Penalty: 5068.547363
	Iteration 42Q: 3 clusters Score -2156025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2156040.250000 Penalty: 5068.547363
	Iteration 43Q: 3 clusters Score -2156040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2156043.500000 Penalty: 5068.547363
	Iteration 44Q: 3 clusters Score -2156044 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2156045.000000 Penalty: 5068.547363
	Iteration 45Q: 3 clusters Score -2156045 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2156051.250000 Penalty: 5068.547363
	Iteration 46Q: 3 clusters Score -2156051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2156056.000000 Penalty: 5068.547363
	Iteration 47Q: 3 clusters Score -2156056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2156064.000000 Penalty: 5068.547363
	Iteration 48Q: 3 clusters Score -2156064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2156063.250000 Penalty: 5068.547363
	Iteration 49Q: 3 clusters Score -2156063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2156070.750000 Penalty: 5068.547363
	Iteration 50Q: 3 clusters Score -2156071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2156075.000000 Penalty: 5068.547363
	Iteration 51Q: 3 clusters Score -2156075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -2156083.250000 Penalty: 5068.547363
	Iteration 52Q: 3 clusters Score -2156083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -2156086.750000 Penalty: 5068.547363
	Iteration 53Q: 3 clusters Score -2156087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2156092.500000 Penalty: 5068.547363
	Iteration 54Q: 3 clusters Score -2156092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2156093.000000 Penalty: 5068.547363
	Iteration 55Q: 3 clusters Score -2156093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2156098.500000 Penalty: 5068.547363
	Iteration 56Q: 3 clusters Score -2156098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2156105.000000 Penalty: 5068.547363
	Iteration 57Q: 3 clusters Score -2156105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2156109.000000 Penalty: 5068.547363
	Iteration 58Q: 3 clusters Score -2156109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2156108.500000 Penalty: 5068.547363
	Iteration 59Q: 3 clusters Score -2156108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2156115.750000 Penalty: 5068.547363
	Iteration 60F: 3 clusters Score -2156116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2156113.250000 Penalty: 5068.547363
	Iteration 61Q: 3 clusters Score -2156113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2156116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2156114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2156121.250000 Penalty: 5068.547363
	Iteration 64Q: 3 clusters Score -2156121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2156125.250000 Penalty: 5068.547363
	Iteration 65Q: 3 clusters Score -2156125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -2156134.750000 Penalty: 5068.547363
	Iteration 66Q: 3 clusters Score -2156135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2156143.500000 Penalty: 5068.547363
	Iteration 67Q: 3 clusters Score -2156144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2156141.250000 Penalty: 5068.547363
	Iteration 68Q: 3 clusters Score -2156141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2156146.500000 Penalty: 5068.547363
	Iteration 69Q: 3 clusters Score -2156146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -2156141.000000 Penalty: 5068.547363
	Iteration 70Q: 3 clusters Score -2156141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -2156143.000000 Penalty: 5068.547363
	Iteration 71Q: 3 clusters Score -2156143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2156145.000000 Penalty: 5068.547363
	Iteration 72Q: 3 clusters Score -2156145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2156145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2156146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -2156149.000000 Penalty: 5068.547363
	Iteration 75Q: 3 clusters Score -2156149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2156148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
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Entering Unmasked Estep 
Score: -2156151.500000 Penalty: 5068.547363
	Iteration 77Q: 3 clusters Score -2156152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -2156155.500000 Penalty: 5068.547363
	Iteration 78Q: 3 clusters Score -2156156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2156154.250000 Penalty: 5068.547363
	Iteration 79Q: 3 clusters Score -2156154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2156154.000000 Penalty: 5068.547363
	Iteration 80F: 3 clusters Score -2156154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2156154.500000 Penalty: 5068.547363
	Iteration 81Q: 3 clusters Score -2156154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -2156153.250000 Penalty: 5068.547363
	Iteration 82Q: 3 clusters Score -2156153 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2156156.250000 Penalty: 5068.547363
	Iteration 83Q: 3 clusters Score -2156156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2156155.250000 Penalty: 5068.547363
	Iteration 84Q: 3 clusters Score -2156155 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2156158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -2156160.750000 Penalty: 5068.547363
	Iteration 86Q: 3 clusters Score -2156161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2156163.750000 Penalty: 5068.547363
	Iteration 87Q: 3 clusters Score -2156164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -2156165.000000 Penalty: 5068.547363
	Iteration 88Q: 3 clusters Score -2156165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2156166 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2651 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2156166 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2156167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2156167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2156168 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2620 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2156168 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2613 members 
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Entering Unmasked Estep 
Score: -2156170.250000 Penalty: 5068.547363
	Iteration 95Q: 3 clusters Score -2156170 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2156171 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2156172 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2594 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2156170 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2588 members 
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	Iteration 99Q: 3 clusters Score -2156170 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2580 members 
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Entering Unmasked Estep 
Score: -2156172.000000 Penalty: 5068.547363
	Iteration 100F: 3 clusters Score -2156172 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2566 members 
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Entering Unmasked Estep 
Score: -2156180.250000 Penalty: 5068.547363
	Iteration 101Q: 3 clusters Score -2156180 nChanged 10
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Mstep: Class 1 contains 2556 members 
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Entering Unmasked Estep 
Score: -2156182.750000 Penalty: 5068.547363
	Iteration 102Q: 3 clusters Score -2156183 nChanged 8
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Mstep: Class 1 contains 2548 members 
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Entering Unmasked Estep 
Score: -2156187.500000 Penalty: 5068.547363
	Iteration 103Q: 3 clusters Score -2156188 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2156193.500000 Penalty: 5068.547363
	Iteration 104Q: 3 clusters Score -2156194 nChanged 9
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Mstep: Class 1 contains 2533 members 
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Entering Unmasked Estep 
Score: -2156190.000000 Penalty: 5068.547363
	Iteration 105Q: 3 clusters Score -2156190 nChanged 6
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Mstep: Class 1 contains 2527 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2156189 nChanged 4
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Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2156185.000000 Penalty: 5068.547363
	Iteration 107Q: 3 clusters Score -2156185 nChanged 4
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Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2156186 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2156188 nChanged 5
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	Iteration 110Q: 3 clusters Score -2156188 nChanged 6
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2156188 nChanged 4
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2156186 nChanged 6
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Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2156187.000000 Penalty: 5068.547363
	Iteration 113Q: 3 clusters Score -2156187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2156187.750000 Penalty: 5068.547363
	Iteration 114Q: 3 clusters Score -2156188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2156190.000000 Penalty: 5068.547363
	Iteration 115Q: 3 clusters Score -2156190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2156192.500000 Penalty: 5068.547363
	Iteration 116Q: 3 clusters Score -2156192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2156192.250000 Penalty: 5068.547363
	Iteration 117Q: 3 clusters Score -2156192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2156193.000000 Penalty: 5068.547363
	Iteration 118Q: 3 clusters Score -2156193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2156194.000000 Penalty: 5068.547363
	Iteration 119Q: 3 clusters Score -2156194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2156191.750000 Penalty: 5068.547363
	Iteration 120F: 3 clusters Score -2156192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2156192.250000 Penalty: 5068.547363
	Iteration 121Q: 3 clusters Score -2156192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2156192.250000 Penalty: 5068.547363
	Iteration 122Q: 3 clusters Score -2156192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2156191.750000 Penalty: 5068.547363
	Iteration 123Q: 3 clusters Score -2156192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2156191.750000 Penalty: 5068.547363
	Iteration 124F: 3 clusters Score -2156192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -673830.875000 Penalty: 2253.474365
	Iteration 0F: 2 clusters Score -673830.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -666918.062500 Penalty: 4506.948730
	Iteration 0F: 3 clusters Score -666918.1 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -669002.937500 Penalty: 4506.948730
	Iteration 1F: 3 clusters Score -669002.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -669333.625000 Penalty: 4506.948730
	Iteration 2F: 3 clusters Score -669333.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -669575.500000 Penalty: 4506.948730
	Iteration 3F: 3 clusters Score -669575.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -669820.562500 Penalty: 4506.948730
	Iteration 4F: 3 clusters Score -669820.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -670076.312500 Penalty: 4506.948730
	Iteration 5Q: 3 clusters Score -670076.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -670310.562500 Penalty: 4506.948730
	Iteration 6Q: 3 clusters Score -670310.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -670556.937500 Penalty: 4506.948730
	Iteration 7Q: 3 clusters Score -670556.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -670792.937500 Penalty: 4506.948730
	Iteration 8Q: 3 clusters Score -670792.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -671018.125000 Penalty: 4506.948730
	Iteration 9Q: 3 clusters Score -671018.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -671242.312500 Penalty: 4506.948730
	Iteration 10Q: 3 clusters Score -671242.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -671438.562500 Penalty: 4506.948730
	Iteration 11Q: 3 clusters Score -671438.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -671604.312500 Penalty: 4506.948730
	Iteration 12Q: 3 clusters Score -671604.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -671769.375000 Penalty: 4506.948730
	Iteration 13Q: 3 clusters Score -671769.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -671957.187500 Penalty: 4506.948730
	Iteration 14Q: 3 clusters Score -671957.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -672116.562500 Penalty: 4506.948730
	Iteration 15Q: 3 clusters Score -672116.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -672234.375000 Penalty: 4506.948730
	Iteration 16Q: 3 clusters Score -672234.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -672310.937500 Penalty: 4506.948730
	Iteration 17Q: 3 clusters Score -672310.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -672351.875000 Penalty: 4506.948730
	Iteration 18Q: 3 clusters Score -672351.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -672384.062500 Penalty: 4506.948730
	Iteration 19Q: 3 clusters Score -672384.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -672405.187500 Penalty: 4506.948730
	Iteration 20F: 3 clusters Score -672405.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -672420.250000 Penalty: 4506.948730
	Iteration 21Q: 3 clusters Score -672420.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -672430.062500 Penalty: 4506.948730
	Iteration 22Q: 3 clusters Score -672430.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -672436.812500 Penalty: 4506.948730
	Iteration 23Q: 3 clusters Score -672436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -672441.687500 Penalty: 4506.948730
	Iteration 24Q: 3 clusters Score -672441.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -672447.937500 Penalty: 4506.948730
	Iteration 25Q: 3 clusters Score -672447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -672450.750000 Penalty: 4506.948730
	Iteration 26Q: 3 clusters Score -672450.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -672456.250000 Penalty: 4506.948730
	Iteration 27Q: 3 clusters Score -672456.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -672462.437500 Penalty: 4506.948730
	Iteration 28Q: 3 clusters Score -672462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -672469.625000 Penalty: 4506.948730
	Iteration 29Q: 3 clusters Score -672469.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -672473.500000 Penalty: 4506.948730
	Iteration 30Q: 3 clusters Score -672473.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -672479.312500 Penalty: 4506.948730
	Iteration 31Q: 3 clusters Score -672479.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -672483.750000 Penalty: 4506.948730
	Iteration 32Q: 3 clusters Score -672483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -672488.500000 Penalty: 4506.948730
	Iteration 33Q: 3 clusters Score -672488.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -672493.437500 Penalty: 4506.948730
	Iteration 34Q: 3 clusters Score -672493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -672493.750000 Penalty: 4506.948730
	Iteration 35Q: 3 clusters Score -672493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -672498.562500 Penalty: 4506.948730
	Iteration 36Q: 3 clusters Score -672498.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -672501.875000 Penalty: 4506.948730
	Iteration 37Q: 3 clusters Score -672501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -672506.625000 Penalty: 4506.948730
	Iteration 38Q: 3 clusters Score -672506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -672509.500000 Penalty: 4506.948730
	Iteration 39Q: 3 clusters Score -672509.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -672511.000000 Penalty: 4506.948730
	Iteration 40F: 3 clusters Score -672511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -672513.437500 Penalty: 4506.948730
	Iteration 41Q: 3 clusters Score -672513.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -672512.750000 Penalty: 4506.948730
	Iteration 42Q: 3 clusters Score -672512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -672513.312500 Penalty: 4506.948730
	Iteration 43Q: 3 clusters Score -672513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -672513.437500 Penalty: 4506.948730
	Iteration 44Q: 3 clusters Score -672513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -672515.250000 Penalty: 4506.948730
	Iteration 45Q: 3 clusters Score -672515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -672516.625000 Penalty: 4506.948730
	Iteration 46Q: 3 clusters Score -672516.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -672517.687500 Penalty: 4506.948730
	Iteration 47Q: 3 clusters Score -672517.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -672517.375000 Penalty: 4506.948730
	Iteration 48Q: 3 clusters Score -672517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -672516.750000 Penalty: 4506.948730
	Iteration 49Q: 3 clusters Score -672516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -672517.500000 Penalty: 4506.948730
	Iteration 50Q: 3 clusters Score -672517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -672518.375000 Penalty: 4506.948730
	Iteration 51Q: 3 clusters Score -672518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -672518.375000 Penalty: 4506.948730
	Iteration 52F: 3 clusters Score -672518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -201460.546875 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -201460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -198106.625000 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -198106.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -199211.953125 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -199212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -199841.484375 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -199841.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -200322.546875 Penalty: 4015.114502
	Iteration 3F: 3 clusters Score -200322.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -200571.078125 Penalty: 4015.114502
	Iteration 4F: 3 clusters Score -200571.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -200757.156250 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -200757.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -200938.765625 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -200938.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -201109.031250 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -201109 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -201199.062500 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -201199.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -201245.515625 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -201245.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -201278.890625 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -201278.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -201300.062500 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -201300.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201326.953125 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -201327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -201369.312500 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -201369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201384.953125 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -201385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201394.843750 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -201394.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -201401.343750 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -201401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201407.203125 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -201407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201411.859375 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -201411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201413.734375 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -201413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -201414.750000 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -201414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201415.312500 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -201415.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -201416.000000 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -201416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201416.328125 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -201416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201419.562500 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -201419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201424.031250 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -201424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201425.312500 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -201425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201425.718750 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -201425.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -201425.718750 Penalty: 4015.114502
	Iteration 28F: 3 clusters Score -201425.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -85228.375000 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -85228.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -83170.289062 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -83170.29 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -83469.437500 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -83469.44 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -83545.296875 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -83545.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83586.304688 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -83586.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83614.539062 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -83614.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83635.828125 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -83635.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -83653.453125 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -83653.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83661.406250 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -83661.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83674.023438 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -83674.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -83683.093750 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -83683.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83694.523438 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -83694.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83702.281250 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -83702.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83704.773438 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -83704.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83706.101562 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -83706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83707.851562 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -83707.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83708.882812 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -83708.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83708.882812 Penalty: 3497.290771
	Iteration 16F: 3 clusters Score -83708.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -414039.593750 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -414039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -409282.625000 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -409282.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -410573.000000 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -410573 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -410859.531250 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -410859.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -411095.093750 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -411095.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -411278.718750 Penalty: 4267.544922
	Iteration 4Q: 3 clusters Score -411278.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -411436.093750 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -411436.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -411574.500000 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -411574.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -411703.937500 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -411703.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -411835.437500 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -411835.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -411957.406250 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -411957.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -412093.468750 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -412093.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -412215.187500 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -412215.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -412342.968750 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -412343 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412469.593750 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -412469.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -412594.937500 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -412594.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -412723.875000 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -412723.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -412851.031250 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -412851 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -412977.000000 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -412977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -413077.406250 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -413077.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -413142.593750 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -413142.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -413187.593750 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -413187.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -413226.812500 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -413226.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413250.375000 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -413250.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -413265.843750 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -413265.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -413278.875000 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -413278.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -413303.875000 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -413303.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -413345.718750 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -413345.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -413409.187500 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -413409.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -413451.187500 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -413451.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -413468.687500 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -413468.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -413480.906250 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -413480.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -413486.937500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -413486.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -413492.812500 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -413492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -413496.375000 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -413496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -413501.093750 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -413501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -413501.718750 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -413501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -413503.468750 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -413503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -413504.437500 Penalty: 4267.544922
	Iteration 37Q: 3 clusters Score -413504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -413504.562500 Penalty: 4267.544922
	Iteration 38Q: 3 clusters Score -413504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -413505.343750 Penalty: 4267.544922
	Iteration 39Q: 3 clusters Score -413505.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -413507.000000 Penalty: 4267.544922
	Iteration 40F: 3 clusters Score -413507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -413507.875000 Penalty: 4267.544922
	Iteration 41Q: 3 clusters Score -413507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -413508.406250 Penalty: 4267.544922
	Iteration 42Q: 3 clusters Score -413508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -413509.531250 Penalty: 4267.544922
	Iteration 43Q: 3 clusters Score -413509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -413510.125000 Penalty: 4267.544922
	Iteration 44Q: 3 clusters Score -413510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -413510.593750 Penalty: 4267.544922
	Iteration 45Q: 3 clusters Score -413510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413509.468750 Penalty: 4267.544922
	Iteration 46Q: 3 clusters Score -413509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413509.468750 Penalty: 4267.544922
	Iteration 47F: 3 clusters Score -413509.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -268769.000000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -268769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -265247.843750 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -265247.8 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -266037.593750 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -266037.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -266203.937500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -266203.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -266302.343750 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -266302.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -266361.500000 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -266361.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -266412.031250 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -266412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -266447.406250 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -266447.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -266467.656250 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -266467.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -266484.250000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -266484.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -266497.937500 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -266497.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -266508.312500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -266508.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -266516.687500 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -266516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -266525.156250 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -266525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -266535.406250 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -266535.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266547.562500 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -266547.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -266562.500000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -266562.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -266577.406250 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -266577.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -266589.406250 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -266589.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -266605.968750 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -266606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -266634.656250 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -266634.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -266654.843750 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -266654.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -266681.218750 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -266681.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -266698.531250 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -266698.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -266711.375000 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -266711.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -266739.625000 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -266739.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -266781.343750 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -266781.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -266812.906250 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -266812.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -266842.750000 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -266842.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -266864.656250 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -266864.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -266884.500000 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -266884.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -266905.468750 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -266905.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266919.531250 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -266919.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -266933.062500 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -266933.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -266941.406250 Penalty: 4041.629150
	Iteration 33Q: 3 clusters Score -266941.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -266948.718750 Penalty: 4041.629150
	Iteration 34Q: 3 clusters Score -266948.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -266956.343750 Penalty: 4041.629150
	Iteration 35Q: 3 clusters Score -266956.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -266967.687500 Penalty: 4041.629150
	Iteration 36Q: 3 clusters Score -266967.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -266980.968750 Penalty: 4041.629150
	Iteration 37Q: 3 clusters Score -266981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -267006.281250 Penalty: 4041.629150
	Iteration 38Q: 3 clusters Score -267006.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -267031.343750 Penalty: 4041.629150
	Iteration 39Q: 3 clusters Score -267031.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -267054.718750 Penalty: 4041.629150
	Iteration 40F: 3 clusters Score -267054.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267069.343750 Penalty: 4041.629150
	Iteration 41Q: 3 clusters Score -267069.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -267087.250000 Penalty: 4041.629150
	Iteration 42Q: 3 clusters Score -267087.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267100.000000 Penalty: 4041.629150
	Iteration 43Q: 3 clusters Score -267100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267113.937500 Penalty: 4041.629150
	Iteration 44Q: 3 clusters Score -267113.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267127.468750 Penalty: 4041.629150
	Iteration 45Q: 3 clusters Score -267127.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267137.937500 Penalty: 4041.629150
	Iteration 46Q: 3 clusters Score -267137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -267141.968750 Penalty: 4041.629150
	Iteration 47Q: 3 clusters Score -267142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -267146.156250 Penalty: 4041.629150
	Iteration 48Q: 3 clusters Score -267146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -267150.468750 Penalty: 4041.629150
	Iteration 49Q: 3 clusters Score -267150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267153.031250 Penalty: 4041.629150
	Iteration 50Q: 3 clusters Score -267153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -267156.312500 Penalty: 4041.629150
	Iteration 51Q: 3 clusters Score -267156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -267162.812500 Penalty: 4041.629150
	Iteration 52Q: 3 clusters Score -267162.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267166.687500 Penalty: 4041.629150
	Iteration 53Q: 3 clusters Score -267166.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267171.218750 Penalty: 4041.629150
	Iteration 54Q: 3 clusters Score -267171.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267174.718750 Penalty: 4041.629150
	Iteration 55Q: 3 clusters Score -267174.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -267180.468750 Penalty: 4041.629150
	Iteration 56Q: 3 clusters Score -267180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -267186.906250 Penalty: 4041.629150
	Iteration 57Q: 3 clusters Score -267186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267190.812500 Penalty: 4041.629150
	Iteration 58Q: 3 clusters Score -267190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -267197.343750 Penalty: 4041.629150
	Iteration 59Q: 3 clusters Score -267197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267202.968750 Penalty: 4041.629150
	Iteration 60F: 3 clusters Score -267203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -267205.937500 Penalty: 4041.629150
	Iteration 61Q: 3 clusters Score -267205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267208.531250 Penalty: 4041.629150
	Iteration 62Q: 3 clusters Score -267208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -267211.718750 Penalty: 4041.629150
	Iteration 63Q: 3 clusters Score -267211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -267217.468750 Penalty: 4041.629150
	Iteration 64Q: 3 clusters Score -267217.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267221.656250 Penalty: 4041.629150
	Iteration 65Q: 3 clusters Score -267221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -267226.281250 Penalty: 4041.629150
	Iteration 66Q: 3 clusters Score -267226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -267232.062500 Penalty: 4041.629150
	Iteration 67Q: 3 clusters Score -267232.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -267237.312500 Penalty: 4041.629150
	Iteration 68Q: 3 clusters Score -267237.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267243.468750 Penalty: 4041.629150
	Iteration 69Q: 3 clusters Score -267243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -267246.156250 Penalty: 4041.629150
	Iteration 70Q: 3 clusters Score -267246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -267247.437500 Penalty: 4041.629150
	Iteration 71Q: 3 clusters Score -267247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -267249.406250 Penalty: 4041.629150
	Iteration 72Q: 3 clusters Score -267249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -267250.937500 Penalty: 4041.629150
	Iteration 73Q: 3 clusters Score -267250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -267251.562500 Penalty: 4041.629150
	Iteration 74Q: 3 clusters Score -267251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267252.656250 Penalty: 4041.629150
	Iteration 75Q: 3 clusters Score -267252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267253.906250 Penalty: 4041.629150
	Iteration 76Q: 3 clusters Score -267253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267254.937500 Penalty: 4041.629150
	Iteration 77Q: 3 clusters Score -267254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -267257.468750 Penalty: 4041.629150
	Iteration 78Q: 3 clusters Score -267257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -267257.906250 Penalty: 4041.629150
	Iteration 79Q: 3 clusters Score -267257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -267258.937500 Penalty: 4041.629150
	Iteration 80F: 3 clusters Score -267258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -267260.593750 Penalty: 4041.629150
	Iteration 81Q: 3 clusters Score -267260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -267261.437500 Penalty: 4041.629150
	Iteration 82Q: 3 clusters Score -267261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267261.968750 Penalty: 4041.629150
	Iteration 83Q: 3 clusters Score -267262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -267262.250000 Penalty: 4041.629150
	Iteration 84Q: 3 clusters Score -267262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -267262.250000 Penalty: 4041.629150
	Iteration 85F: 3 clusters Score -267262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Entering Unmasked Estep 
Score: -2856799.000000 Penalty: 2591.094238
	Iteration 0F: 2 clusters Score -2856799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2833040.500000 Penalty: 5182.188477
	Iteration 0F: 3 clusters Score -2833040 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2841804.000000 Penalty: 5182.188477
	Iteration 1F: 3 clusters Score -2841804 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2842360.000000 Penalty: 5182.188477
	Iteration 2Q: 3 clusters Score -2842360 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2843015.250000 Penalty: 5182.188477
	Iteration 3Q: 3 clusters Score -2843015 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2843926.000000 Penalty: 5182.188477
	Iteration 4F: 3 clusters Score -2843926 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2845250.500000 Penalty: 5182.188477
	Iteration 5F: 3 clusters Score -2845250 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2847149.750000 Penalty: 5182.188477
	Iteration 6F: 3 clusters Score -2847150 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -2849535.000000 Penalty: 5182.188477
	Iteration 7F: 3 clusters Score -2849535 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -2851689.500000 Penalty: 5182.188477
	Iteration 8F: 3 clusters Score -2851690 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -2853171.000000 Penalty: 5182.188477
	Iteration 9Q: 3 clusters Score -2853171 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -2853929.750000 Penalty: 5182.188477
	Iteration 10Q: 3 clusters Score -2853930 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -2854313.750000 Penalty: 5182.188477
	Iteration 11Q: 3 clusters Score -2854314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -2854485.000000 Penalty: 5182.188477
	Iteration 12Q: 3 clusters Score -2854485 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -2854600.250000 Penalty: 5182.188477
	Iteration 13Q: 3 clusters Score -2854600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -2854666.500000 Penalty: 5182.188477
	Iteration 14Q: 3 clusters Score -2854666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -2854704.000000 Penalty: 5182.188477
	Iteration 15Q: 3 clusters Score -2854704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -2854735.500000 Penalty: 5182.188477
	Iteration 16Q: 3 clusters Score -2854736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -2854750.250000 Penalty: 5182.188477
	Iteration 17Q: 3 clusters Score -2854750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -2854763.250000 Penalty: 5182.188477
	Iteration 18Q: 3 clusters Score -2854763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -2854776.500000 Penalty: 5182.188477
	Iteration 19Q: 3 clusters Score -2854776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -2854782.000000 Penalty: 5182.188477
	Iteration 20F: 3 clusters Score -2854782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -2854785.000000 Penalty: 5182.188477
	Iteration 21Q: 3 clusters Score -2854785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -2854796.000000 Penalty: 5182.188477
	Iteration 22Q: 3 clusters Score -2854796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -2854798.250000 Penalty: 5182.188477
	Iteration 23Q: 3 clusters Score -2854798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -2854808.000000 Penalty: 5182.188477
	Iteration 24Q: 3 clusters Score -2854808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -2854807.000000 Penalty: 5182.188477
	Iteration 25Q: 3 clusters Score -2854807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -2854813.000000 Penalty: 5182.188477
	Iteration 26Q: 3 clusters Score -2854813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -2854818.500000 Penalty: 5182.188477
	Iteration 27Q: 3 clusters Score -2854818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -2854821.000000 Penalty: 5182.188477
	Iteration 28Q: 3 clusters Score -2854821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -2854825.750000 Penalty: 5182.188477
	Iteration 29Q: 3 clusters Score -2854826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -2854825.250000 Penalty: 5182.188477
	Iteration 30Q: 3 clusters Score -2854825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -2854825.750000 Penalty: 5182.188477
	Iteration 31Q: 3 clusters Score -2854826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -2854826.000000 Penalty: 5182.188477
	Iteration 32Q: 3 clusters Score -2854826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -2854826.750000 Penalty: 5182.188477
	Iteration 33Q: 3 clusters Score -2854827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2854828.750000 Penalty: 5182.188477
	Iteration 34Q: 3 clusters Score -2854829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2854828.000000 Penalty: 5182.188477
	Iteration 35Q: 3 clusters Score -2854828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -2854828.000000 Penalty: 5182.188477
	Iteration 36F: 3 clusters Score -2854828 nChanged 0
24->33 Clusters: Score -142806144.000000, best is -142805728.000000
THE BEST YET!

Starting from 25 clusters...
--- Clustering full data set of 1821684 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 76008 members 
Mstep: Class 3 contains 75776 members 
Mstep: Class 4 contains 75594 members 
Mstep: Class 5 contains 75893 members 
Mstep: Class 6 contains 76100 members 
Mstep: Class 7 contains 76106 members 
Mstep: Class 8 contains 75885 members 
Mstep: Class 9 contains 75892 members 
Mstep: Class 10 contains 75859 members 
Mstep: Class 11 contains 75934 members 
Mstep: Class 12 contains 75927 members 
Mstep: Class 13 contains 76099 members 
Mstep: Class 14 contains 75449 members 
Mstep: Class 15 contains 75769 members 
Mstep: Class 16 contains 75587 members 
Mstep: Class 17 contains 76116 members 
Mstep: Class 18 contains 76310 members 
Mstep: Class 19 contains 75949 members 
Mstep: Class 20 contains 75990 members 
Mstep: Class 21 contains 76129 members 
Mstep: Class 22 contains 75550 members 
Mstep: Class 23 contains 75801 members 
Mstep: Class 24 contains 76170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1586.857544 but Gain 3574.984375
Score: -134524624.000000 Penalty: 82224.710938
Iteration 0F: 24 clusters Score -1.345246e+08 nChanged 1736787
Entering Unmasked Mstep 
Mstep: Class 0 contains 1220 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 3 contains 50473 members 
Mstep: Class 4 contains 73280 members 
Mstep: Class 5 contains 54102 members 
Mstep: Class 6 contains 64082 members 
Mstep: Class 7 contains 184413 members 
Mstep: Class 8 contains 55512 members 
Mstep: Class 9 contains 85088 members 
Mstep: Class 10 contains 143011 members 
Mstep: Class 11 contains 67282 members 
Mstep: Class 12 contains 54933 members 
Mstep: Class 13 contains 98012 members 
Mstep: Class 14 contains 81151 members 
Mstep: Class 15 contains 59156 members 
Mstep: Class 16 contains 93703 members 
Mstep: Class 17 contains 75334 members 
Mstep: Class 18 contains 72833 members 
Mstep: Class 19 contains 62344 members 
Mstep: Class 20 contains 55608 members 
Mstep: Class 21 contains 149129 members 
Mstep: Class 22 contains 38372 members 
Mstep: Class 23 contains 46926 members 
Mstep: Class 24 contains 92052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -139645824.000000 Penalty: 82224.710938
Iteration 1F: 24 clusters Score -1.396458e+08 nChanged 632953
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 3 contains 35140 members 
Mstep: Class 4 contains 54409 members 
Mstep: Class 5 contains 41067 members 
Mstep: Class 6 contains 47950 members 
Mstep: Class 7 contains 249530 members 
Mstep: Class 8 contains 39376 members 
Mstep: Class 9 contains 66257 members 
Mstep: Class 10 contains 223141 members 
Mstep: Class 11 contains 72642 members 
Mstep: Class 12 contains 34943 members 
Mstep: Class 13 contains 126000 members 
Mstep: Class 14 contains 69935 members 
Mstep: Class 15 contains 35747 members 
Mstep: Class 16 contains 113087 members 
Mstep: Class 17 contains 80511 members 
Mstep: Class 18 contains 86816 members 
Mstep: Class 19 contains 42622 members 
Mstep: Class 20 contains 29302 members 
Mstep: Class 21 contains 144333 members 
Mstep: Class 22 contains 44119 members 
Mstep: Class 23 contains 30284 members 
Mstep: Class 24 contains 97331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -140561472.000000 Penalty: 82224.710938
Iteration 2F: 24 clusters Score -1.405615e+08 nChanged 441130
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 3 contains 22072 members 
Mstep: Class 4 contains 40737 members 
Mstep: Class 5 contains 30353 members 
Mstep: Class 6 contains 38935 members 
Mstep: Class 7 contains 338867 members 
Mstep: Class 8 contains 25911 members 
Mstep: Class 9 contains 50430 members 
Mstep: Class 10 contains 273402 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 13 contains 130399 members 
Mstep: Class 14 contains 56296 members 
Mstep: Class 15 contains 27371 members 
Mstep: Class 16 contains 113378 members 
Mstep: Class 17 contains 69115 members 
Mstep: Class 18 contains 86296 members 
Mstep: Class 19 contains 30259 members 
Mstep: Class 20 contains 13951 members 
Mstep: Class 21 contains 142496 members 
Mstep: Class 22 contains 55327 members 
Mstep: Class 23 contains 21008 members 
Mstep: Class 24 contains 109059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141017856.000000 Penalty: 82224.710938
Iteration 3F: 24 clusters Score -1.410179e+08 nChanged 346298
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 3 contains 14339 members 
Mstep: Class 4 contains 30239 members 
Mstep: Class 5 contains 21852 members 
Mstep: Class 6 contains 36265 members 
Mstep: Class 7 contains 442257 members 
Mstep: Class 8 contains 17406 members 
Mstep: Class 9 contains 37890 members 
Mstep: Class 10 contains 308070 members 
Mstep: Class 11 contains 58141 members 
Mstep: Class 12 contains 19935 members 
Mstep: Class 13 contains 118530 members 
Mstep: Class 14 contains 39765 members 
Mstep: Class 15 contains 29589 members 
Mstep: Class 16 contains 101815 members 
Mstep: Class 17 contains 49447 members 
Mstep: Class 18 contains 75524 members 
Mstep: Class 19 contains 21761 members 
Mstep: Class 20 contains 7136 members 
Mstep: Class 21 contains 135838 members 
Mstep: Class 22 contains 55349 members 
Mstep: Class 23 contains 15253 members 
Mstep: Class 24 contains 130741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141353152.000000 Penalty: 82224.710938
Iteration 4F: 24 clusters Score -1.413532e+08 nChanged 301721
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 3 contains 10066 members 
Mstep: Class 4 contains 20832 members 
Mstep: Class 5 contains 15719 members 
Mstep: Class 6 contains 35414 members 
Mstep: Class 7 contains 556006 members 
Mstep: Class 8 contains 12980 members 
Mstep: Class 9 contains 28764 members 
Mstep: Class 10 contains 331584 members 
Mstep: Class 11 contains 51372 members 
Mstep: Class 12 contains 19055 members 
Mstep: Class 13 contains 95866 members 
Mstep: Class 14 contains 24438 members 
Mstep: Class 15 contains 34882 members 
Mstep: Class 16 contains 82571 members 
Mstep: Class 17 contains 30601 members 
Mstep: Class 18 contains 59997 members 
Mstep: Class 19 contains 16067 members 
Mstep: Class 20 contains 4604 members 
Mstep: Class 21 contains 119761 members 
Mstep: Class 22 contains 49551 members 
Mstep: Class 23 contains 11996 members 
Mstep: Class 24 contains 156011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141633856.000000 Penalty: 82224.710938
Iteration 5F: 24 clusters Score -1.416339e+08 nChanged 262494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 3 contains 7931 members 
Mstep: Class 4 contains 13659 members 
Mstep: Class 5 contains 11755 members 
Mstep: Class 6 contains 34479 members 
Mstep: Class 7 contains 669845 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 22452 members 
Mstep: Class 10 contains 342105 members 
Mstep: Class 11 contains 51897 members 
Mstep: Class 12 contains 18705 members 
Mstep: Class 13 contains 68256 members 
Mstep: Class 14 contains 13427 members 
Mstep: Class 15 contains 38975 members 
Mstep: Class 16 contains 59831 members 
Mstep: Class 17 contains 17041 members 
Mstep: Class 18 contains 43372 members 
Mstep: Class 19 contains 12694 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 96601 members 
Mstep: Class 22 contains 43523 members 
Mstep: Class 23 contains 10126 members 
Mstep: Class 24 contains 176887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -141863264.000000 Penalty: 82224.710938
Iteration 6F: 24 clusters Score -1.418633e+08 nChanged 217845
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 3 contains 7344 members 
Mstep: Class 4 contains 9494 members 
Mstep: Class 5 contains 9711 members 
Mstep: Class 6 contains 33110 members 
Mstep: Class 7 contains 767922 members 
Mstep: Class 8 contains 10516 members 
Mstep: Class 9 contains 17993 members 
Mstep: Class 10 contains 339360 members 
Mstep: Class 11 contains 58587 members 
Mstep: Class 12 contains 18172 members 
Mstep: Class 13 contains 43196 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 41150 members 
Mstep: Class 16 contains 39449 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 28434 members 
Mstep: Class 19 contains 11490 members 
Mstep: Class 20 contains 3682 members 
Mstep: Class 21 contains 73184 members 
Mstep: Class 22 contains 38711 members 
Mstep: Class 23 contains 9152 members 
Mstep: Class 24 contains 191619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3154.654541 but Gain 3574.984375
Score: -142036048.000000 Penalty: 78649.726562
Iteration 7F: 23 clusters Score -1.42036e+08 nChanged 176194
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 31166 members 
Mstep: Class 7 contains 843645 members 
Mstep: Class 8 contains 10959 members 
Mstep: Class 9 contains 14841 members 
Mstep: Class 10 contains 328618 members 
Mstep: Class 11 contains 65704 members 
Mstep: Class 12 contains 17427 members 
Mstep: Class 13 contains 25256 members 
Mstep: Class 15 contains 42045 members 
Mstep: Class 16 contains 25306 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 11653 members 
Mstep: Class 20 contains 3596 members 
Mstep: Class 21 contains 55659 members 
Mstep: Class 22 contains 35086 members 
Mstep: Class 23 contains 8575 members 
Mstep: Class 24 contains 202237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142173408.000000 Penalty: 78649.726562
Iteration 8F: 23 clusters Score -1.421734e+08 nChanged 133328
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 3 contains 8308 members 
Mstep: Class 4 contains 7130 members 
Mstep: Class 5 contains 9135 members 
Mstep: Class 6 contains 28936 members 
Mstep: Class 7 contains 891971 members 
Mstep: Class 8 contains 11983 members 
Mstep: Class 9 contains 12861 members 
Mstep: Class 10 contains 314242 members 
Mstep: Class 11 contains 71887 members 
Mstep: Class 12 contains 16499 members 
Mstep: Class 13 contains 14854 members 
Mstep: Class 15 contains 41948 members 
Mstep: Class 16 contains 17414 members 
Mstep: Class 17 contains 4938 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 12446 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 43405 members 
Mstep: Class 22 contains 32139 members 
Mstep: Class 23 contains 8025 members 
Mstep: Class 24 contains 209059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142262464.000000 Penalty: 78649.726562
Iteration 9F: 23 clusters Score -1.422625e+08 nChanged 104647
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 3 contains 8878 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 27077 members 
Mstep: Class 7 contains 920503 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 11897 members 
Mstep: Class 10 contains 301843 members 
Mstep: Class 11 contains 76935 members 
Mstep: Class 12 contains 15556 members 
Mstep: Class 13 contains 9878 members 
Mstep: Class 15 contains 41732 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 35882 members 
Mstep: Class 22 contains 29442 members 
Mstep: Class 23 contains 7491 members 
Mstep: Class 24 contains 213270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142324288.000000 Penalty: 78649.726562
Iteration 10F: 23 clusters Score -1.423243e+08 nChanged 84852
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 10831 members 
Mstep: Class 6 contains 25676 members 
Mstep: Class 7 contains 933997 members 
Mstep: Class 8 contains 14208 members 
Mstep: Class 9 contains 11636 members 
Mstep: Class 10 contains 294531 members 
Mstep: Class 11 contains 80778 members 
Mstep: Class 12 contains 14602 members 
Mstep: Class 13 contains 7939 members 
Mstep: Class 15 contains 41725 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 13582 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 31760 members 
Mstep: Class 22 contains 26960 members 
Mstep: Class 23 contains 6795 members 
Mstep: Class 24 contains 216024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3325.256104 but Gain 3574.992188
Score: -142364864.000000 Penalty: 75074.734375
Iteration 11Q: 22 clusters Score -1.423649e+08 nChanged 74304
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 3 contains 9708 members 
Mstep: Class 4 contains 10561 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 938300 members 
Mstep: Class 8 contains 15126 members 
Mstep: Class 9 contains 12000 members 
Mstep: Class 10 contains 292536 members 
Mstep: Class 11 contains 83644 members 
Mstep: Class 12 contains 13765 members 
Mstep: Class 13 contains 8028 members 
Mstep: Class 15 contains 41924 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 4847 members 
Mstep: Class 19 contains 13881 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 29780 members 
Mstep: Class 22 contains 24613 members 
Mstep: Class 23 contains 5963 members 
Mstep: Class 24 contains 218386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142402112.000000 Penalty: 75074.734375
Iteration 12Q: 22 clusters Score -1.424021e+08 nChanged 60792
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 3 contains 10046 members 
Mstep: Class 4 contains 13085 members 
Mstep: Class 5 contains 12582 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 932733 members 
Mstep: Class 8 contains 15908 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 294397 members 
Mstep: Class 11 contains 85638 members 
Mstep: Class 12 contains 13042 members 
Mstep: Class 13 contains 8795 members 
Mstep: Class 15 contains 41923 members 
Mstep: Class 16 contains 11992 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 19 contains 13930 members 
Mstep: Class 20 contains 3793 members 
Mstep: Class 21 contains 28817 members 
Mstep: Class 22 contains 22558 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 220218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142430752.000000 Penalty: 75074.734375
Iteration 13Q: 22 clusters Score -1.424308e+08 nChanged 52869
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 3 contains 10346 members 
Mstep: Class 4 contains 15678 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 23354 members 
Mstep: Class 7 contains 922830 members 
Mstep: Class 8 contains 16606 members 
Mstep: Class 9 contains 14174 members 
Mstep: Class 10 contains 299130 members 
Mstep: Class 11 contains 86977 members 
Mstep: Class 12 contains 12369 members 
Mstep: Class 13 contains 10114 members 
Mstep: Class 15 contains 41415 members 
Mstep: Class 16 contains 11987 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 19 contains 13715 members 
Mstep: Class 20 contains 3791 members 
Mstep: Class 21 contains 28331 members 
Mstep: Class 22 contains 21137 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 221859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142457280.000000 Penalty: 75074.734375
Iteration 14Q: 22 clusters Score -1.424573e+08 nChanged 46062
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 3 contains 10556 members 
Mstep: Class 4 contains 18031 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 22687 members 
Mstep: Class 7 contains 910580 members 
Mstep: Class 8 contains 17309 members 
Mstep: Class 9 contains 15919 members 
Mstep: Class 10 contains 305449 members 
Mstep: Class 11 contains 87743 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 15 contains 40707 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 19 contains 13581 members 
Mstep: Class 20 contains 3785 members 
Mstep: Class 21 contains 28062 members 
Mstep: Class 22 contains 20220 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 223741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142478464.000000 Penalty: 75074.734375
Iteration 15Q: 22 clusters Score -1.424785e+08 nChanged 39895
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 3 contains 10729 members 
Mstep: Class 4 contains 20058 members 
Mstep: Class 5 contains 14295 members 
Mstep: Class 6 contains 22449 members 
Mstep: Class 7 contains 896956 members 
Mstep: Class 8 contains 17955 members 
Mstep: Class 9 contains 17314 members 
Mstep: Class 10 contains 313103 members 
Mstep: Class 11 contains 88154 members 
Mstep: Class 12 contains 11100 members 
Mstep: Class 13 contains 13424 members 
Mstep: Class 15 contains 40147 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 19 contains 13741 members 
Mstep: Class 20 contains 3782 members 
Mstep: Class 21 contains 27824 members 
Mstep: Class 22 contains 19538 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 225779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142492160.000000 Penalty: 75074.734375
Iteration 16Q: 22 clusters Score -1.424922e+08 nChanged 34520
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 21901 members 
Mstep: Class 5 contains 14501 members 
Mstep: Class 6 contains 22574 members 
Mstep: Class 7 contains 882288 members 
Mstep: Class 8 contains 18512 members 
Mstep: Class 9 contains 18236 members 
Mstep: Class 10 contains 321784 members 
Mstep: Class 11 contains 88388 members 
Mstep: Class 12 contains 10582 members 
Mstep: Class 13 contains 15180 members 
Mstep: Class 15 contains 39747 members 
Mstep: Class 16 contains 12825 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 19 contains 13941 members 
Mstep: Class 20 contains 3797 members 
Mstep: Class 21 contains 27653 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 227881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142502496.000000 Penalty: 75074.734375
Iteration 17Q: 22 clusters Score -1.425025e+08 nChanged 30154
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 3 contains 10976 members 
Mstep: Class 4 contains 23458 members 
Mstep: Class 5 contains 14662 members 
Mstep: Class 6 contains 22869 members 
Mstep: Class 7 contains 866986 members 
Mstep: Class 8 contains 19024 members 
Mstep: Class 9 contains 18822 members 
Mstep: Class 10 contains 331391 members 
Mstep: Class 11 contains 88524 members 
Mstep: Class 12 contains 10157 members 
Mstep: Class 13 contains 16747 members 
Mstep: Class 15 contains 39439 members 
Mstep: Class 16 contains 13561 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 19 contains 14140 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 27470 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 230045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142508496.000000 Penalty: 75074.734375
Iteration 18Q: 22 clusters Score -1.425085e+08 nChanged 26733
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 3 contains 11042 members 
Mstep: Class 4 contains 24864 members 
Mstep: Class 5 contains 14801 members 
Mstep: Class 6 contains 23221 members 
Mstep: Class 7 contains 851606 members 
Mstep: Class 8 contains 19500 members 
Mstep: Class 9 contains 19181 members 
Mstep: Class 10 contains 341653 members 
Mstep: Class 11 contains 88466 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 15 contains 39161 members 
Mstep: Class 16 contains 14384 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 27299 members 
Mstep: Class 22 contains 18102 members 
Mstep: Class 23 contains 4626 members 
Mstep: Class 24 contains 232084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142514288.000000 Penalty: 75074.734375
Iteration 19Q: 22 clusters Score -1.425143e+08 nChanged 24471
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 3 contains 11086 members 
Mstep: Class 4 contains 26032 members 
Mstep: Class 5 contains 14960 members 
Mstep: Class 6 contains 23598 members 
Mstep: Class 7 contains 836155 members 
Mstep: Class 8 contains 19902 members 
Mstep: Class 9 contains 19409 members 
Mstep: Class 10 contains 352392 members 
Mstep: Class 11 contains 88390 members 
Mstep: Class 12 contains 9506 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 27069 members 
Mstep: Class 22 contains 17846 members 
Mstep: Class 23 contains 4558 members 
Mstep: Class 24 contains 234019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142526928.000000 Penalty: 75074.734375
Iteration 20F: 22 clusters Score -1.425269e+08 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 28717 members 
Mstep: Class 5 contains 15113 members 
Mstep: Class 6 contains 23715 members 
Mstep: Class 7 contains 819980 members 
Mstep: Class 8 contains 20250 members 
Mstep: Class 9 contains 19993 members 
Mstep: Class 10 contains 363496 members 
Mstep: Class 11 contains 88277 members 
Mstep: Class 12 contains 9204 members 
Mstep: Class 13 contains 21213 members 
Mstep: Class 15 contains 38728 members 
Mstep: Class 16 contains 16305 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 19 contains 14444 members 
Mstep: Class 20 contains 3813 members 
Mstep: Class 21 contains 26891 members 
Mstep: Class 22 contains 17483 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 234554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142537552.000000 Penalty: 75074.734375
Iteration 21Q: 22 clusters Score -1.425376e+08 nChanged 26032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 3 contains 11123 members 
Mstep: Class 4 contains 30563 members 
Mstep: Class 5 contains 15235 members 
Mstep: Class 6 contains 24064 members 
Mstep: Class 7 contains 803618 members 
Mstep: Class 8 contains 20528 members 
Mstep: Class 9 contains 20195 members 
Mstep: Class 10 contains 374693 members 
Mstep: Class 11 contains 87978 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 22978 members 
Mstep: Class 15 contains 38499 members 
Mstep: Class 16 contains 17312 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 19 contains 14451 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 26740 members 
Mstep: Class 22 contains 17001 members 
Mstep: Class 23 contains 4256 members 
Mstep: Class 24 contains 236017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142543664.000000 Penalty: 75074.734375
Iteration 22Q: 22 clusters Score -1.425437e+08 nChanged 24814
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 3 contains 11126 members 
Mstep: Class 4 contains 32133 members 
Mstep: Class 5 contains 15383 members 
Mstep: Class 6 contains 24498 members 
Mstep: Class 7 contains 787222 members 
Mstep: Class 8 contains 20758 members 
Mstep: Class 9 contains 20329 members 
Mstep: Class 10 contains 385970 members 
Mstep: Class 11 contains 87662 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 24727 members 
Mstep: Class 15 contains 38341 members 
Mstep: Class 16 contains 18241 members 
Mstep: Class 17 contains 4149 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 26532 members 
Mstep: Class 22 contains 16509 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 237589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142548736.000000 Penalty: 75074.734375
Iteration 23Q: 22 clusters Score -1.425487e+08 nChanged 23505
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 33435 members 
Mstep: Class 5 contains 15515 members 
Mstep: Class 6 contains 24851 members 
Mstep: Class 7 contains 771001 members 
Mstep: Class 8 contains 20943 members 
Mstep: Class 9 contains 20445 members 
Mstep: Class 10 contains 397414 members 
Mstep: Class 11 contains 87312 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 26471 members 
Mstep: Class 15 contains 38201 members 
Mstep: Class 16 contains 19131 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 3747 members 
Mstep: Class 21 contains 26404 members 
Mstep: Class 22 contains 16088 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 239072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142553456.000000 Penalty: 75074.734375
Iteration 24Q: 22 clusters Score -1.425535e+08 nChanged 22911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 34554 members 
Mstep: Class 5 contains 15676 members 
Mstep: Class 6 contains 25196 members 
Mstep: Class 7 contains 754678 members 
Mstep: Class 8 contains 21076 members 
Mstep: Class 9 contains 20536 members 
Mstep: Class 10 contains 409264 members 
Mstep: Class 11 contains 86931 members 
Mstep: Class 12 contains 8376 members 
Mstep: Class 13 contains 28245 members 
Mstep: Class 15 contains 38077 members 
Mstep: Class 16 contains 19966 members 
Mstep: Class 17 contains 3722 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 3730 members 
Mstep: Class 21 contains 26300 members 
Mstep: Class 22 contains 15753 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 240407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142556608.000000 Penalty: 75074.734375
Iteration 25Q: 22 clusters Score -1.425566e+08 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 35468 members 
Mstep: Class 5 contains 15861 members 
Mstep: Class 6 contains 25502 members 
Mstep: Class 7 contains 738293 members 
Mstep: Class 8 contains 21227 members 
Mstep: Class 9 contains 20631 members 
Mstep: Class 10 contains 421399 members 
Mstep: Class 11 contains 86601 members 
Mstep: Class 12 contains 8213 members 
Mstep: Class 13 contains 30015 members 
Mstep: Class 15 contains 37971 members 
Mstep: Class 16 contains 20728 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 19 contains 14083 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 26211 members 
Mstep: Class 22 contains 15471 members 
Mstep: Class 23 contains 4804 members 
Mstep: Class 24 contains 241680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142559648.000000 Penalty: 75074.734375
Iteration 26Q: 22 clusters Score -1.425596e+08 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 3 contains 11117 members 
Mstep: Class 4 contains 36242 members 
Mstep: Class 5 contains 16040 members 
Mstep: Class 6 contains 25799 members 
Mstep: Class 7 contains 722105 members 
Mstep: Class 8 contains 21331 members 
Mstep: Class 9 contains 20781 members 
Mstep: Class 10 contains 433615 members 
Mstep: Class 11 contains 86329 members 
Mstep: Class 12 contains 8048 members 
Mstep: Class 13 contains 31781 members 
Mstep: Class 15 contains 37862 members 
Mstep: Class 16 contains 21442 members 
Mstep: Class 17 contains 3356 members 
Mstep: Class 19 contains 13931 members 
Mstep: Class 20 contains 3725 members 
Mstep: Class 21 contains 26132 members 
Mstep: Class 22 contains 15251 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 242783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142562912.000000 Penalty: 75074.734375
Iteration 27Q: 22 clusters Score -1.425629e+08 nChanged 21332
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 3 contains 11102 members 
Mstep: Class 4 contains 36899 members 
Mstep: Class 5 contains 16233 members 
Mstep: Class 6 contains 26026 members 
Mstep: Class 7 contains 705719 members 
Mstep: Class 8 contains 21406 members 
Mstep: Class 9 contains 20902 members 
Mstep: Class 10 contains 446107 members 
Mstep: Class 11 contains 86074 members 
Mstep: Class 12 contains 7895 members 
Mstep: Class 13 contains 33629 members 
Mstep: Class 15 contains 37771 members 
Mstep: Class 16 contains 22129 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26070 members 
Mstep: Class 22 contains 15070 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 243925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142565440.000000 Penalty: 75074.734375
Iteration 28Q: 22 clusters Score -1.425654e+08 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 37447 members 
Mstep: Class 5 contains 16438 members 
Mstep: Class 6 contains 26238 members 
Mstep: Class 7 contains 689210 members 
Mstep: Class 8 contains 21450 members 
Mstep: Class 9 contains 20998 members 
Mstep: Class 10 contains 458744 members 
Mstep: Class 11 contains 85878 members 
Mstep: Class 12 contains 7745 members 
Mstep: Class 13 contains 35464 members 
Mstep: Class 15 contains 37670 members 
Mstep: Class 16 contains 22778 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 19 contains 13569 members 
Mstep: Class 20 contains 3725 members 
Mstep: Class 21 contains 26061 members 
Mstep: Class 22 contains 14926 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 245106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142568464.000000 Penalty: 75074.734375
Iteration 29Q: 22 clusters Score -1.425685e+08 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 3 contains 11073 members 
Mstep: Class 4 contains 37876 members 
Mstep: Class 5 contains 16627 members 
Mstep: Class 6 contains 26466 members 
Mstep: Class 7 contains 672463 members 
Mstep: Class 8 contains 21492 members 
Mstep: Class 9 contains 21097 members 
Mstep: Class 10 contains 471793 members 
Mstep: Class 11 contains 85669 members 
Mstep: Class 12 contains 7611 members 
Mstep: Class 13 contains 37307 members 
Mstep: Class 15 contains 37605 members 
Mstep: Class 16 contains 23392 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 19 contains 13385 members 
Mstep: Class 20 contains 3726 members 
Mstep: Class 21 contains 26017 members 
Mstep: Class 22 contains 14798 members 
Mstep: Class 23 contains 4886 members 
Mstep: Class 24 contains 246274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142572064.000000 Penalty: 75074.734375
Iteration 30Q: 22 clusters Score -1.425721e+08 nChanged 21048
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 3 contains 11051 members 
Mstep: Class 4 contains 38284 members 
Mstep: Class 5 contains 16819 members 
Mstep: Class 6 contains 26629 members 
Mstep: Class 7 contains 655513 members 
Mstep: Class 8 contains 21530 members 
Mstep: Class 9 contains 21203 members 
Mstep: Class 10 contains 485195 members 
Mstep: Class 11 contains 85498 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 39142 members 
Mstep: Class 15 contains 37576 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 19 contains 13153 members 
Mstep: Class 20 contains 3727 members 
Mstep: Class 21 contains 25989 members 
Mstep: Class 22 contains 14682 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 247336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142575440.000000 Penalty: 75074.734375
Iteration 31Q: 22 clusters Score -1.425754e+08 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 38655 members 
Mstep: Class 5 contains 16998 members 
Mstep: Class 6 contains 26741 members 
Mstep: Class 7 contains 638130 members 
Mstep: Class 8 contains 21581 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 499090 members 
Mstep: Class 11 contains 85423 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 40953 members 
Mstep: Class 15 contains 37511 members 
Mstep: Class 16 contains 24493 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 3726 members 
Mstep: Class 21 contains 26024 members 
Mstep: Class 22 contains 14594 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 248335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142578224.000000 Penalty: 75074.734375
Iteration 32Q: 22 clusters Score -1.425782e+08 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 38980 members 
Mstep: Class 5 contains 17145 members 
Mstep: Class 6 contains 26873 members 
Mstep: Class 7 contains 620411 members 
Mstep: Class 8 contains 21607 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 513352 members 
Mstep: Class 11 contains 85346 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 42785 members 
Mstep: Class 15 contains 37431 members 
Mstep: Class 16 contains 25027 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 19 contains 12762 members 
Mstep: Class 20 contains 3725 members 
Mstep: Class 21 contains 26104 members 
Mstep: Class 22 contains 14509 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 249331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142581648.000000 Penalty: 75074.734375
Iteration 33Q: 22 clusters Score -1.425816e+08 nChanged 21614
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 39267 members 
Mstep: Class 5 contains 17312 members 
Mstep: Class 6 contains 27024 members 
Mstep: Class 7 contains 602474 members 
Mstep: Class 8 contains 21649 members 
Mstep: Class 9 contains 21416 members 
Mstep: Class 10 contains 528008 members 
Mstep: Class 11 contains 85265 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 15 contains 37351 members 
Mstep: Class 16 contains 25482 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26212 members 
Mstep: Class 22 contains 14438 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 250232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142584992.000000 Penalty: 75074.734375
Iteration 34Q: 22 clusters Score -1.42585e+08 nChanged 21752
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 3 contains 10889 members 
Mstep: Class 4 contains 39520 members 
Mstep: Class 5 contains 17472 members 
Mstep: Class 6 contains 27147 members 
Mstep: Class 7 contains 584385 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 21463 members 
Mstep: Class 10 contains 542891 members 
Mstep: Class 11 contains 85183 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 46394 members 
Mstep: Class 15 contains 37311 members 
Mstep: Class 16 contains 25932 members 
Mstep: Class 17 contains 2345 members 
Mstep: Class 19 contains 12360 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26322 members 
Mstep: Class 22 contains 14369 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 251114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142586880.000000 Penalty: 75074.734375
Iteration 35Q: 22 clusters Score -1.425869e+08 nChanged 21729
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 3 contains 10845 members 
Mstep: Class 4 contains 39777 members 
Mstep: Class 5 contains 17629 members 
Mstep: Class 6 contains 27296 members 
Mstep: Class 7 contains 566146 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 21495 members 
Mstep: Class 10 contains 557884 members 
Mstep: Class 11 contains 85101 members 
Mstep: Class 12 contains 7048 members 
Mstep: Class 13 contains 48225 members 
Mstep: Class 15 contains 37276 members 
Mstep: Class 16 contains 26367 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26439 members 
Mstep: Class 22 contains 14303 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 251977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142589808.000000 Penalty: 75074.734375
Iteration 36Q: 22 clusters Score -1.425898e+08 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 3 contains 10798 members 
Mstep: Class 4 contains 40031 members 
Mstep: Class 5 contains 17760 members 
Mstep: Class 6 contains 27479 members 
Mstep: Class 7 contains 547651 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 573173 members 
Mstep: Class 11 contains 85024 members 
Mstep: Class 12 contains 6975 members 
Mstep: Class 13 contains 50073 members 
Mstep: Class 15 contains 37242 members 
Mstep: Class 16 contains 26767 members 
Mstep: Class 17 contains 2240 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26574 members 
Mstep: Class 22 contains 14261 members 
Mstep: Class 23 contains 4970 members 
Mstep: Class 24 contains 252767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142592192.000000 Penalty: 75074.734375
Iteration 37Q: 22 clusters Score -1.425922e+08 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 3 contains 10754 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 17892 members 
Mstep: Class 6 contains 27698 members 
Mstep: Class 7 contains 529502 members 
Mstep: Class 8 contains 21695 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 588215 members 
Mstep: Class 11 contains 84913 members 
Mstep: Class 12 contains 6904 members 
Mstep: Class 13 contains 51936 members 
Mstep: Class 15 contains 37187 members 
Mstep: Class 16 contains 27184 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26711 members 
Mstep: Class 22 contains 14227 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 253470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142595456.000000 Penalty: 75074.734375
Iteration 38Q: 22 clusters Score -1.425955e+08 nChanged 21741
Entering ConstructFrom: 
Score: -142595456.000000 Penalty: 75074.734375
Entering ConstructFrom: 
Trying to split cluster 1 (38893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Entering Unmasked Estep 
Score: -3036403.250000 Penalty: 2621.005127
	Iteration 0F: 2 clusters Score -3036403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3010108.000000 Penalty: 5242.010254
	Iteration 0F: 3 clusters Score -3010108 nChanged 17832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3020778.250000 Penalty: 5242.010254
	Iteration 1F: 3 clusters Score -3020778 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3022316.750000 Penalty: 5242.010254
	Iteration 2F: 3 clusters Score -3022317 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3024120.000000 Penalty: 5242.010254
	Iteration 3F: 3 clusters Score -3024120 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3026219.750000 Penalty: 5242.010254
	Iteration 4F: 3 clusters Score -3026220 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3028681.500000 Penalty: 5242.010254
	Iteration 5F: 3 clusters Score -3028682 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3030973.500000 Penalty: 5242.010254
	Iteration 6F: 3 clusters Score -3030974 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3032877.000000 Penalty: 5242.010254
	Iteration 7F: 3 clusters Score -3032877 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3034229.000000 Penalty: 5242.010254
	Iteration 8Q: 3 clusters Score -3034229 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3035280.500000 Penalty: 5242.010254
	Iteration 9Q: 3 clusters Score -3035280 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3035911.500000 Penalty: 5242.010254
	Iteration 10Q: 3 clusters Score -3035912 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3036219.250000 Penalty: 5242.010254
	Iteration 11Q: 3 clusters Score -3036219 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3036434.250000 Penalty: 5242.010254
	Iteration 12Q: 3 clusters Score -3036434 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3036563.000000 Penalty: 5242.010254
	Iteration 13Q: 3 clusters Score -3036563 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3036650.750000 Penalty: 5242.010254
	Iteration 14Q: 3 clusters Score -3036651 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3036710.000000 Penalty: 5242.010254
	Iteration 15Q: 3 clusters Score -3036710 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3036771.250000 Penalty: 5242.010254
	Iteration 16Q: 3 clusters Score -3036771 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -3036841.250000 Penalty: 5242.010254
	Iteration 17Q: 3 clusters Score -3036841 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3036895.000000 Penalty: 5242.010254
	Iteration 18Q: 3 clusters Score -3036895 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3036980.000000 Penalty: 5242.010254
	Iteration 19Q: 3 clusters Score -3036980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3037006.250000 Penalty: 5242.010254
	Iteration 20F: 3 clusters Score -3037006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3037070.750000 Penalty: 5242.010254
	Iteration 21Q: 3 clusters Score -3037071 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3037119.250000 Penalty: 5242.010254
	Iteration 22Q: 3 clusters Score -3037119 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3037183.500000 Penalty: 5242.010254
	Iteration 23Q: 3 clusters Score -3037184 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3037245.250000 Penalty: 5242.010254
	Iteration 24Q: 3 clusters Score -3037245 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3037313.500000 Penalty: 5242.010254
	Iteration 25Q: 3 clusters Score -3037314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3037389.500000 Penalty: 5242.010254
	Iteration 26Q: 3 clusters Score -3037390 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3037472.750000 Penalty: 5242.010254
	Iteration 27Q: 3 clusters Score -3037473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3037570.250000 Penalty: 5242.010254
	Iteration 28Q: 3 clusters Score -3037570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3037648.250000 Penalty: 5242.010254
	Iteration 29Q: 3 clusters Score -3037648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3037725.000000 Penalty: 5242.010254
	Iteration 30Q: 3 clusters Score -3037725 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3037800.250000 Penalty: 5242.010254
	Iteration 31Q: 3 clusters Score -3037800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3037883.750000 Penalty: 5242.010254
	Iteration 32Q: 3 clusters Score -3037884 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3037941.750000 Penalty: 5242.010254
	Iteration 33Q: 3 clusters Score -3037942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3037985.750000 Penalty: 5242.010254
	Iteration 34Q: 3 clusters Score -3037986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3038019.500000 Penalty: 5242.010254
	Iteration 35Q: 3 clusters Score -3038020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3038034.750000 Penalty: 5242.010254
	Iteration 36Q: 3 clusters Score -3038035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3038044.500000 Penalty: 5242.010254
	Iteration 37Q: 3 clusters Score -3038044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3038052.500000 Penalty: 5242.010254
	Iteration 38Q: 3 clusters Score -3038052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3038053.750000 Penalty: 5242.010254
	Iteration 39Q: 3 clusters Score -3038054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3038054.750000 Penalty: 5242.010254
	Iteration 40F: 3 clusters Score -3038055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3038052.000000 Penalty: 5242.010254
	Iteration 41Q: 3 clusters Score -3038052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3038048.500000 Penalty: 5242.010254
	Iteration 42Q: 3 clusters Score -3038048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3038048.500000 Penalty: 5242.010254
	Iteration 43F: 3 clusters Score -3038048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 10700 members 
Mstep: Class 4 contains 40463 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Entering Unmasked Estep 
Score: -142597520.000000 Penalty: 78649.726562
Splitting cluster 1 changes total score from -142595456.000000 to -142597520.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -821554.250000 Penalty: 2300.943848
	Iteration 0F: 2 clusters Score -821554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -813463.875000 Penalty: 4601.887695
	Iteration 0F: 3 clusters Score -813463.9 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -815943.312500 Penalty: 4601.887695
	Iteration 1F: 3 clusters Score -815943.3 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -816441.312500 Penalty: 4601.887695
	Iteration 2F: 3 clusters Score -816441.3 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -817247.062500 Penalty: 4601.887695
	Iteration 3F: 3 clusters Score -817247.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -818645.375000 Penalty: 4601.887695
	Iteration 4F: 3 clusters Score -818645.4 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -820256.812500 Penalty: 4601.887695
	Iteration 5F: 3 clusters Score -820256.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -821379.125000 Penalty: 4601.887695
	Iteration 6F: 3 clusters Score -821379.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -822039.937500 Penalty: 4601.887695
	Iteration 7F: 3 clusters Score -822039.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -822528.937500 Penalty: 4601.887695
	Iteration 8Q: 3 clusters Score -822528.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -822944.312500 Penalty: 4601.887695
	Iteration 9Q: 3 clusters Score -822944.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -823226.687500 Penalty: 4601.887695
	Iteration 10Q: 3 clusters Score -823226.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -823447.750000 Penalty: 4601.887695
	Iteration 11Q: 3 clusters Score -823447.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -823615.812500 Penalty: 4601.887695
	Iteration 12Q: 3 clusters Score -823615.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -823726.312500 Penalty: 4601.887695
	Iteration 13Q: 3 clusters Score -823726.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -823772.562500 Penalty: 4601.887695
	Iteration 14Q: 3 clusters Score -823772.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -823783.750000 Penalty: 4601.887695
	Iteration 15Q: 3 clusters Score -823783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -823790.250000 Penalty: 4601.887695
	Iteration 16Q: 3 clusters Score -823790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -823787.625000 Penalty: 4601.887695
	Iteration 17Q: 3 clusters Score -823787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -823789.812500 Penalty: 4601.887695
	Iteration 18Q: 3 clusters Score -823789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -823790.062500 Penalty: 4601.887695
	Iteration 19Q: 3 clusters Score -823790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -823789.937500 Penalty: 4601.887695
	Iteration 20F: 3 clusters Score -823789.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 40463 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Entering Unmasked Estep 
Score: -142598384.000000 Penalty: 82224.710938
Splitting cluster 3 changes total score from -142595456.000000 to -142598384.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (40463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Entering Unmasked Estep 
Score: -3142499.500000 Penalty: 2630.819336
	Iteration 0F: 2 clusters Score -3142500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3115152.000000 Penalty: 5261.638672
	Iteration 0F: 3 clusters Score -3115152 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3125259.250000 Penalty: 5261.638672
	Iteration 1F: 3 clusters Score -3125259 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3125729.250000 Penalty: 5261.638672
	Iteration 2Q: 3 clusters Score -3125729 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3126313.250000 Penalty: 5261.638672
	Iteration 3Q: 3 clusters Score -3126313 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3127327.500000 Penalty: 5261.638672
	Iteration 4Q: 3 clusters Score -3127328 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3128755.750000 Penalty: 5261.638672
	Iteration 5F: 3 clusters Score -3128756 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3130486.500000 Penalty: 5261.638672
	Iteration 6F: 3 clusters Score -3130486 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3132547.000000 Penalty: 5261.638672
	Iteration 7F: 3 clusters Score -3132547 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3134678.250000 Penalty: 5261.638672
	Iteration 8F: 3 clusters Score -3134678 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -3136601.250000 Penalty: 5261.638672
	Iteration 9F: 3 clusters Score -3136601 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3137975.500000 Penalty: 5261.638672
	Iteration 10F: 3 clusters Score -3137976 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3138781.250000 Penalty: 5261.638672
	Iteration 11Q: 3 clusters Score -3138781 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3139414.500000 Penalty: 5261.638672
	Iteration 12Q: 3 clusters Score -3139414 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -3139898.500000 Penalty: 5261.638672
	Iteration 13Q: 3 clusters Score -3139898 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -3140445.250000 Penalty: 5261.638672
	Iteration 14Q: 3 clusters Score -3140445 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -3141062.000000 Penalty: 5261.638672
	Iteration 15Q: 3 clusters Score -3141062 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3141709.750000 Penalty: 5261.638672
	Iteration 16Q: 3 clusters Score -3141710 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -3142334.750000 Penalty: 5261.638672
	Iteration 17Q: 3 clusters Score -3142335 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -3142869.250000 Penalty: 5261.638672
	Iteration 18Q: 3 clusters Score -3142869 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -3143261.750000 Penalty: 5261.638672
	Iteration 19Q: 3 clusters Score -3143262 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -3143494.500000 Penalty: 5261.638672
	Iteration 20F: 3 clusters Score -3143494 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -3143605.750000 Penalty: 5261.638672
	Iteration 21Q: 3 clusters Score -3143606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -3143685.000000 Penalty: 5261.638672
	Iteration 22Q: 3 clusters Score -3143685 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -3143723.500000 Penalty: 5261.638672
	Iteration 23Q: 3 clusters Score -3143724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -3143742.500000 Penalty: 5261.638672
	Iteration 24Q: 3 clusters Score -3143742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -3143761.250000 Penalty: 5261.638672
	Iteration 25Q: 3 clusters Score -3143761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -3143772.500000 Penalty: 5261.638672
	Iteration 26Q: 3 clusters Score -3143772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -3143780.500000 Penalty: 5261.638672
	Iteration 27Q: 3 clusters Score -3143780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -3143790.750000 Penalty: 5261.638672
	Iteration 28Q: 3 clusters Score -3143791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -3143790.250000 Penalty: 5261.638672
	Iteration 29Q: 3 clusters Score -3143790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -3143791.250000 Penalty: 5261.638672
	Iteration 30Q: 3 clusters Score -3143791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -3143791.000000 Penalty: 5261.638672
	Iteration 31Q: 3 clusters Score -3143791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -3143793.000000 Penalty: 5261.638672
	Iteration 32Q: 3 clusters Score -3143793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -3143796.500000 Penalty: 5261.638672
	Iteration 33Q: 3 clusters Score -3143796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -3143801.250000 Penalty: 5261.638672
	Iteration 34Q: 3 clusters Score -3143801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -3143803.500000 Penalty: 5261.638672
	Iteration 35Q: 3 clusters Score -3143804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -3143804.750000 Penalty: 5261.638672
	Iteration 36Q: 3 clusters Score -3143805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -3143802.000000 Penalty: 5261.638672
	Iteration 37Q: 3 clusters Score -3143802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -3143803.000000 Penalty: 5261.638672
	Iteration 38Q: 3 clusters Score -3143803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -3143804.500000 Penalty: 5261.638672
	Iteration 39Q: 3 clusters Score -3143804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -3143804.500000 Penalty: 5261.638672
	Iteration 40F: 3 clusters Score -3143804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Entering Unmasked Estep 
Score: -142598944.000000 Penalty: 85799.695312
Splitting cluster 4 changes total score from -142595456.000000 to -142598944.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (18011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Entering Unmasked Estep 
Score: -1414255.125000 Penalty: 2430.086914
	Iteration 0F: 2 clusters Score -1414255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1401424.375000 Penalty: 4860.173828
	Iteration 0F: 3 clusters Score -1401424 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1405600 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1406074.625000 Penalty: 4860.173828
	Iteration 2F: 3 clusters Score -1406075 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1406472 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1406779 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1407037.125000 Penalty: 4860.173828
	Iteration 5Q: 3 clusters Score -1407037 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1407318.000000 Penalty: 4860.173828
	Iteration 6Q: 3 clusters Score -1407318 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1407626.375000 Penalty: 4860.173828
	Iteration 7Q: 3 clusters Score -1407626 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1407924.875000 Penalty: 4860.173828
	Iteration 8Q: 3 clusters Score -1407925 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1408251.250000 Penalty: 4860.173828
	Iteration 9Q: 3 clusters Score -1408251 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1408556.875000 Penalty: 4860.173828
	Iteration 10Q: 3 clusters Score -1408557 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1408859.750000 Penalty: 4860.173828
	Iteration 11Q: 3 clusters Score -1408860 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1409135.125000 Penalty: 4860.173828
	Iteration 12Q: 3 clusters Score -1409135 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1409329.500000 Penalty: 4860.173828
	Iteration 13Q: 3 clusters Score -1409330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1409474.000000 Penalty: 4860.173828
	Iteration 14Q: 3 clusters Score -1409474 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1409588.000000 Penalty: 4860.173828
	Iteration 15Q: 3 clusters Score -1409588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1409684.250000 Penalty: 4860.173828
	Iteration 16Q: 3 clusters Score -1409684 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1409773.625000 Penalty: 4860.173828
	Iteration 17Q: 3 clusters Score -1409774 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1409832.000000 Penalty: 4860.173828
	Iteration 18Q: 3 clusters Score -1409832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1409890.625000 Penalty: 4860.173828
	Iteration 19Q: 3 clusters Score -1409891 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1409951.125000 Penalty: 4860.173828
	Iteration 20F: 3 clusters Score -1409951 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1410000.375000 Penalty: 4860.173828
	Iteration 21Q: 3 clusters Score -1410000 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1410044.500000 Penalty: 4860.173828
	Iteration 22Q: 3 clusters Score -1410044 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1410100 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1410164.500000 Penalty: 4860.173828
	Iteration 24Q: 3 clusters Score -1410164 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1410232.250000 Penalty: 4860.173828
	Iteration 25Q: 3 clusters Score -1410232 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1410305.500000 Penalty: 4860.173828
	Iteration 26Q: 3 clusters Score -1410306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1410377.625000 Penalty: 4860.173828
	Iteration 27Q: 3 clusters Score -1410378 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1410454.750000 Penalty: 4860.173828
	Iteration 28Q: 3 clusters Score -1410455 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1410526.875000 Penalty: 4860.173828
	Iteration 29Q: 3 clusters Score -1410527 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1410613.875000 Penalty: 4860.173828
	Iteration 30Q: 3 clusters Score -1410614 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1410709.000000 Penalty: 4860.173828
	Iteration 31Q: 3 clusters Score -1410709 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1410781.250000 Penalty: 4860.173828
	Iteration 32Q: 3 clusters Score -1410781 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1410873.875000 Penalty: 4860.173828
	Iteration 33Q: 3 clusters Score -1410874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1410975 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1411084 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1411181 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1411263.250000 Penalty: 4860.173828
	Iteration 37Q: 3 clusters Score -1411263 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1411335.250000 Penalty: 4860.173828
	Iteration 38Q: 3 clusters Score -1411335 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1411395.125000 Penalty: 4860.173828
	Iteration 39Q: 3 clusters Score -1411395 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1411453.875000 Penalty: 4860.173828
	Iteration 40F: 3 clusters Score -1411454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1411505.500000 Penalty: 4860.173828
	Iteration 41Q: 3 clusters Score -1411506 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1411551 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1411595.625000 Penalty: 4860.173828
	Iteration 43Q: 3 clusters Score -1411596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1411629.000000 Penalty: 4860.173828
	Iteration 44Q: 3 clusters Score -1411629 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1411676.250000 Penalty: 4860.173828
	Iteration 45Q: 3 clusters Score -1411676 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1411724.000000 Penalty: 4860.173828
	Iteration 46Q: 3 clusters Score -1411724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1411778.000000 Penalty: 4860.173828
	Iteration 47Q: 3 clusters Score -1411778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1411821.250000 Penalty: 4860.173828
	Iteration 48Q: 3 clusters Score -1411821 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1411862.125000 Penalty: 4860.173828
	Iteration 49Q: 3 clusters Score -1411862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1411901.500000 Penalty: 4860.173828
	Iteration 50Q: 3 clusters Score -1411902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1411949.500000 Penalty: 4860.173828
	Iteration 51Q: 3 clusters Score -1411950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1411978.625000 Penalty: 4860.173828
	Iteration 52Q: 3 clusters Score -1411979 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1412017.625000 Penalty: 4860.173828
	Iteration 53Q: 3 clusters Score -1412018 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1412041.125000 Penalty: 4860.173828
	Iteration 54Q: 3 clusters Score -1412041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1412057.375000 Penalty: 4860.173828
	Iteration 55Q: 3 clusters Score -1412057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1412081.375000 Penalty: 4860.173828
	Iteration 56Q: 3 clusters Score -1412081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1412095.250000 Penalty: 4860.173828
	Iteration 57Q: 3 clusters Score -1412095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1412114.375000 Penalty: 4860.173828
	Iteration 58Q: 3 clusters Score -1412114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1412126.500000 Penalty: 4860.173828
	Iteration 59Q: 3 clusters Score -1412126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1412138.750000 Penalty: 4860.173828
	Iteration 60F: 3 clusters Score -1412139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1412145.750000 Penalty: 4860.173828
	Iteration 61Q: 3 clusters Score -1412146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1412158.875000 Penalty: 4860.173828
	Iteration 62Q: 3 clusters Score -1412159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1412172.500000 Penalty: 4860.173828
	Iteration 63Q: 3 clusters Score -1412172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1412181.250000 Penalty: 4860.173828
	Iteration 64Q: 3 clusters Score -1412181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1412191.625000 Penalty: 4860.173828
	Iteration 65Q: 3 clusters Score -1412192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1412196.375000 Penalty: 4860.173828
	Iteration 66Q: 3 clusters Score -1412196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1412215.750000 Penalty: 4860.173828
	Iteration 67Q: 3 clusters Score -1412216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1412224.250000 Penalty: 4860.173828
	Iteration 68Q: 3 clusters Score -1412224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1412238.625000 Penalty: 4860.173828
	Iteration 69Q: 3 clusters Score -1412239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1412248.500000 Penalty: 4860.173828
	Iteration 70Q: 3 clusters Score -1412248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1412258.125000 Penalty: 4860.173828
	Iteration 71Q: 3 clusters Score -1412258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1412262.375000 Penalty: 4860.173828
	Iteration 72Q: 3 clusters Score -1412262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1412275.000000 Penalty: 4860.173828
	Iteration 73Q: 3 clusters Score -1412275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1412284.250000 Penalty: 4860.173828
	Iteration 74Q: 3 clusters Score -1412284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1412289.375000 Penalty: 4860.173828
	Iteration 75Q: 3 clusters Score -1412289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1412294.875000 Penalty: 4860.173828
	Iteration 76Q: 3 clusters Score -1412295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1412302.125000 Penalty: 4860.173828
	Iteration 77Q: 3 clusters Score -1412302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1412305.500000 Penalty: 4860.173828
	Iteration 78Q: 3 clusters Score -1412306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1412310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1412318.000000 Penalty: 4860.173828
	Iteration 80F: 3 clusters Score -1412318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1412320.750000 Penalty: 4860.173828
	Iteration 81Q: 3 clusters Score -1412321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1412325.250000 Penalty: 4860.173828
	Iteration 82Q: 3 clusters Score -1412325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1412324.500000 Penalty: 4860.173828
	Iteration 83Q: 3 clusters Score -1412324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1412332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1412339.250000 Penalty: 4860.173828
	Iteration 85Q: 3 clusters Score -1412339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1412345.125000 Penalty: 4860.173828
	Iteration 86Q: 3 clusters Score -1412345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1412353.625000 Penalty: 4860.173828
	Iteration 87Q: 3 clusters Score -1412354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1412361.375000 Penalty: 4860.173828
	Iteration 88Q: 3 clusters Score -1412361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1412370.375000 Penalty: 4860.173828
	Iteration 89Q: 3 clusters Score -1412370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1412375.375000 Penalty: 4860.173828
	Iteration 90Q: 3 clusters Score -1412375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1412381.375000 Penalty: 4860.173828
	Iteration 91Q: 3 clusters Score -1412381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1412383.875000 Penalty: 4860.173828
	Iteration 92Q: 3 clusters Score -1412384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1412389.750000 Penalty: 4860.173828
	Iteration 93Q: 3 clusters Score -1412390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1412391.250000 Penalty: 4860.173828
	Iteration 94Q: 3 clusters Score -1412391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1412390.250000 Penalty: 4860.173828
	Iteration 95Q: 3 clusters Score -1412390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1412392.375000 Penalty: 4860.173828
	Iteration 96Q: 3 clusters Score -1412392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1412391.875000 Penalty: 4860.173828
	Iteration 97Q: 3 clusters Score -1412392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1412395.250000 Penalty: 4860.173828
	Iteration 98Q: 3 clusters Score -1412395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1412394.375000 Penalty: 4860.173828
	Iteration 99Q: 3 clusters Score -1412394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1412398.000000 Penalty: 4860.173828
	Iteration 100F: 3 clusters Score -1412398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1412403.875000 Penalty: 4860.173828
	Iteration 101Q: 3 clusters Score -1412404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1412408.375000 Penalty: 4860.173828
	Iteration 102Q: 3 clusters Score -1412408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1412404.250000 Penalty: 4860.173828
	Iteration 103Q: 3 clusters Score -1412404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1412406.500000 Penalty: 4860.173828
	Iteration 104Q: 3 clusters Score -1412406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1412400.250000 Penalty: 4860.173828
	Iteration 105Q: 3 clusters Score -1412400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1412411.000000 Penalty: 4860.173828
	Iteration 106Q: 3 clusters Score -1412411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1412414.125000 Penalty: 4860.173828
	Iteration 107Q: 3 clusters Score -1412414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1412420.125000 Penalty: 4860.173828
	Iteration 108Q: 3 clusters Score -1412420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1412424.375000 Penalty: 4860.173828
	Iteration 109Q: 3 clusters Score -1412424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1412428.375000 Penalty: 4860.173828
	Iteration 110Q: 3 clusters Score -1412428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1412431.500000 Penalty: 4860.173828
	Iteration 111Q: 3 clusters Score -1412432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1412434.000000 Penalty: 4860.173828
	Iteration 112Q: 3 clusters Score -1412434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1412437.625000 Penalty: 4860.173828
	Iteration 113Q: 3 clusters Score -1412438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1412443.375000 Penalty: 4860.173828
	Iteration 114Q: 3 clusters Score -1412443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1412443.375000 Penalty: 4860.173828
	Iteration 115Q: 3 clusters Score -1412443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1412452.250000 Penalty: 4860.173828
	Iteration 116Q: 3 clusters Score -1412452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1412458.375000 Penalty: 4860.173828
	Iteration 117Q: 3 clusters Score -1412458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1412464.250000 Penalty: 4860.173828
	Iteration 118Q: 3 clusters Score -1412464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1412469.875000 Penalty: 4860.173828
	Iteration 119Q: 3 clusters Score -1412470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1412474.250000 Penalty: 4860.173828
	Iteration 120F: 3 clusters Score -1412474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1412477.250000 Penalty: 4860.173828
	Iteration 121Q: 3 clusters Score -1412477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1412485.875000 Penalty: 4860.173828
	Iteration 122Q: 3 clusters Score -1412486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1412494.000000 Penalty: 4860.173828
	Iteration 123Q: 3 clusters Score -1412494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1412496.500000 Penalty: 4860.173828
	Iteration 124Q: 3 clusters Score -1412496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1412506.625000 Penalty: 4860.173828
	Iteration 125Q: 3 clusters Score -1412507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1412510.125000 Penalty: 4860.173828
	Iteration 126Q: 3 clusters Score -1412510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1412511.250000 Penalty: 4860.173828
	Iteration 127Q: 3 clusters Score -1412511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1412510.625000 Penalty: 4860.173828
	Iteration 128Q: 3 clusters Score -1412511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1412515.625000 Penalty: 4860.173828
	Iteration 129Q: 3 clusters Score -1412516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1412515.000000 Penalty: 4860.173828
	Iteration 130Q: 3 clusters Score -1412515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1412512.625000 Penalty: 4860.173828
	Iteration 131Q: 3 clusters Score -1412513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1412518.875000 Penalty: 4860.173828
	Iteration 132Q: 3 clusters Score -1412519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1412519.125000 Penalty: 4860.173828
	Iteration 133Q: 3 clusters Score -1412519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1412521.625000 Penalty: 4860.173828
	Iteration 134Q: 3 clusters Score -1412522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1412522.500000 Penalty: 4860.173828
	Iteration 135Q: 3 clusters Score -1412522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1412520.875000 Penalty: 4860.173828
	Iteration 136Q: 3 clusters Score -1412521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1412520.875000 Penalty: 4860.173828
	Iteration 137F: 3 clusters Score -1412521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Entering Unmasked Estep 
Score: -1963555.125000 Penalty: 2538.942627
	Iteration 0F: 2 clusters Score -1963555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1944287.500000 Penalty: 5077.885254
	Iteration 0F: 3 clusters Score -1944288 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1951784.500000 Penalty: 5077.885254
	Iteration 1F: 3 clusters Score -1951784 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1953058.500000 Penalty: 5077.885254
	Iteration 2F: 3 clusters Score -1953058 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1954574.000000 Penalty: 5077.885254
	Iteration 3F: 3 clusters Score -1954574 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1956216.250000 Penalty: 5077.885254
	Iteration 4F: 3 clusters Score -1956216 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1957728.125000 Penalty: 5077.885254
	Iteration 5F: 3 clusters Score -1957728 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1958980.500000 Penalty: 5077.885254
	Iteration 6F: 3 clusters Score -1958980 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1959988.750000 Penalty: 5077.885254
	Iteration 7F: 3 clusters Score -1959989 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1960782.125000 Penalty: 5077.885254
	Iteration 8Q: 3 clusters Score -1960782 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1961451.875000 Penalty: 5077.885254
	Iteration 9Q: 3 clusters Score -1961452 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1961997.750000 Penalty: 5077.885254
	Iteration 10Q: 3 clusters Score -1961998 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1962367.375000 Penalty: 5077.885254
	Iteration 11Q: 3 clusters Score -1962367 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1962637.875000 Penalty: 5077.885254
	Iteration 12Q: 3 clusters Score -1962638 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -1962846.500000 Penalty: 5077.885254
	Iteration 13Q: 3 clusters Score -1962846 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1963039.625000 Penalty: 5077.885254
	Iteration 14Q: 3 clusters Score -1963040 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1963207.250000 Penalty: 5077.885254
	Iteration 15Q: 3 clusters Score -1963207 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -1963371.375000 Penalty: 5077.885254
	Iteration 16Q: 3 clusters Score -1963371 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -1963515.625000 Penalty: 5077.885254
	Iteration 17Q: 3 clusters Score -1963516 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -1963640.750000 Penalty: 5077.885254
	Iteration 18Q: 3 clusters Score -1963641 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1963753.125000 Penalty: 5077.885254
	Iteration 19Q: 3 clusters Score -1963753 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1963846.625000 Penalty: 5077.885254
	Iteration 20F: 3 clusters Score -1963847 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1963936.500000 Penalty: 5077.885254
	Iteration 21Q: 3 clusters Score -1963936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -1964016.375000 Penalty: 5077.885254
	Iteration 22Q: 3 clusters Score -1964016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -1964089.250000 Penalty: 5077.885254
	Iteration 23Q: 3 clusters Score -1964089 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -1964149.500000 Penalty: 5077.885254
	Iteration 24Q: 3 clusters Score -1964150 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -1964208.250000 Penalty: 5077.885254
	Iteration 25Q: 3 clusters Score -1964208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -1964255.250000 Penalty: 5077.885254
	Iteration 26Q: 3 clusters Score -1964255 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -1964281.750000 Penalty: 5077.885254
	Iteration 27Q: 3 clusters Score -1964282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -1964301.500000 Penalty: 5077.885254
	Iteration 28Q: 3 clusters Score -1964302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -1964320.000000 Penalty: 5077.885254
	Iteration 29Q: 3 clusters Score -1964320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -1964335.375000 Penalty: 5077.885254
	Iteration 30Q: 3 clusters Score -1964335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -1964344.125000 Penalty: 5077.885254
	Iteration 31Q: 3 clusters Score -1964344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -1964349.500000 Penalty: 5077.885254
	Iteration 32Q: 3 clusters Score -1964350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -1964367.000000 Penalty: 5077.885254
	Iteration 33Q: 3 clusters Score -1964367 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -1964373.125000 Penalty: 5077.885254
	Iteration 34Q: 3 clusters Score -1964373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -1964381.000000 Penalty: 5077.885254
	Iteration 35Q: 3 clusters Score -1964381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1964384.125000 Penalty: 5077.885254
	Iteration 36Q: 3 clusters Score -1964384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -1964388.250000 Penalty: 5077.885254
	Iteration 37Q: 3 clusters Score -1964388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -1964393.875000 Penalty: 5077.885254
	Iteration 38Q: 3 clusters Score -1964394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -1964399.750000 Penalty: 5077.885254
	Iteration 39Q: 3 clusters Score -1964400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -1964400.125000 Penalty: 5077.885254
	Iteration 40F: 3 clusters Score -1964400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -1964408.375000 Penalty: 5077.885254
	Iteration 41Q: 3 clusters Score -1964408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1964410.125000 Penalty: 5077.885254
	Iteration 42Q: 3 clusters Score -1964410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -1964419.500000 Penalty: 5077.885254
	Iteration 43Q: 3 clusters Score -1964420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -1964426.375000 Penalty: 5077.885254
	Iteration 44Q: 3 clusters Score -1964426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -1964452.375000 Penalty: 5077.885254
	Iteration 45Q: 3 clusters Score -1964452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -1964462.500000 Penalty: 5077.885254
	Iteration 46Q: 3 clusters Score -1964462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -1964475.375000 Penalty: 5077.885254
	Iteration 47Q: 3 clusters Score -1964475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -1964485.250000 Penalty: 5077.885254
	Iteration 48Q: 3 clusters Score -1964485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1964512.250000 Penalty: 5077.885254
	Iteration 49Q: 3 clusters Score -1964512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -1964525.250000 Penalty: 5077.885254
	Iteration 50Q: 3 clusters Score -1964525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -1964531.625000 Penalty: 5077.885254
	Iteration 51Q: 3 clusters Score -1964532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1964540.000000 Penalty: 5077.885254
	Iteration 52Q: 3 clusters Score -1964540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -1964548.000000 Penalty: 5077.885254
	Iteration 53Q: 3 clusters Score -1964548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1964549.500000 Penalty: 5077.885254
	Iteration 54Q: 3 clusters Score -1964550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -1964551.500000 Penalty: 5077.885254
	Iteration 55Q: 3 clusters Score -1964552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -1964550.000000 Penalty: 5077.885254
	Iteration 56Q: 3 clusters Score -1964550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -1964558.625000 Penalty: 5077.885254
	Iteration 57Q: 3 clusters Score -1964559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -1964557.500000 Penalty: 5077.885254
	Iteration 58Q: 3 clusters Score -1964558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -1964558.875000 Penalty: 5077.885254
	Iteration 59Q: 3 clusters Score -1964559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1964558.500000 Penalty: 5077.885254
	Iteration 60F: 3 clusters Score -1964558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1964562.125000 Penalty: 5077.885254
	Iteration 61Q: 3 clusters Score -1964562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -1964562.000000 Penalty: 5077.885254
	Iteration 62Q: 3 clusters Score -1964562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -1964560.625000 Penalty: 5077.885254
	Iteration 63Q: 3 clusters Score -1964561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -1964560.875000 Penalty: 5077.885254
	Iteration 64Q: 3 clusters Score -1964561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -1964563.500000 Penalty: 5077.885254
	Iteration 65Q: 3 clusters Score -1964564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -1964566.250000 Penalty: 5077.885254
	Iteration 66Q: 3 clusters Score -1964566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -1964564.875000 Penalty: 5077.885254
	Iteration 67Q: 3 clusters Score -1964565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -1964567.625000 Penalty: 5077.885254
	Iteration 68Q: 3 clusters Score -1964568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -1964569.125000 Penalty: 5077.885254
	Iteration 69Q: 3 clusters Score -1964569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -1964567.875000 Penalty: 5077.885254
	Iteration 70Q: 3 clusters Score -1964568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1964567.625000 Penalty: 5077.885254
	Iteration 71Q: 3 clusters Score -1964568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -1964572.750000 Penalty: 5077.885254
	Iteration 72Q: 3 clusters Score -1964573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -1964572.375000 Penalty: 5077.885254
	Iteration 73Q: 3 clusters Score -1964572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -1964572.125000 Penalty: 5077.885254
	Iteration 74Q: 3 clusters Score -1964572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -1964572.125000 Penalty: 5077.885254
	Iteration 75F: 3 clusters Score -1964572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Entering Unmasked Estep 
Score: -142598848.000000 Penalty: 89374.687500
Splitting cluster 6 changes total score from -142595456.000000 to -142598848.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (511209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511209 members 
Entering Unmasked Estep 
Score: -40849452.000000 Penalty: 3259.844482
	Iteration 0F: 2 clusters Score -4.084945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255614 members 
Mstep: Class 2 contains 255595 members 
Entering Unmasked Estep 
Score: -40505204.000000 Penalty: 6519.688965
	Iteration 0F: 3 clusters Score -4.05052e+07 nChanged 248908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257868 members 
Mstep: Class 2 contains 253341 members 
Entering Unmasked Estep 
Score: -40653580.000000 Penalty: 6519.688965
	Iteration 1F: 3 clusters Score -4.065358e+07 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258968 members 
Mstep: Class 2 contains 252241 members 
Entering Unmasked Estep 
Score: -40655492.000000 Penalty: 6519.688965
	Iteration 2Q: 3 clusters Score -4.065549e+07 nChanged 12538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260724 members 
Mstep: Class 2 contains 250485 members 
Entering Unmasked Estep 
Score: -40658272.000000 Penalty: 6519.688965
	Iteration 3Q: 3 clusters Score -4.065827e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263808 members 
Mstep: Class 2 contains 247401 members 
Entering Unmasked Estep 
Score: -40662144.000000 Penalty: 6519.688965
	Iteration 4Q: 3 clusters Score -4.066214e+07 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268950 members 
Mstep: Class 2 contains 242259 members 
Entering Unmasked Estep 
Score: -40667576.000000 Penalty: 6519.688965
	Iteration 5Q: 3 clusters Score -4.066758e+07 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277299 members 
Mstep: Class 2 contains 233910 members 
Entering Unmasked Estep 
Score: -40675428.000000 Penalty: 6519.688965
	Iteration 6Q: 3 clusters Score -4.067543e+07 nChanged 24771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290062 members 
Mstep: Class 2 contains 221147 members 
Entering Unmasked Estep 
Score: -40688180.000000 Penalty: 6519.688965
	Iteration 7Q: 3 clusters Score -4.068818e+07 nChanged 29422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307424 members 
Mstep: Class 2 contains 203785 members 
Entering Unmasked Estep 
Score: -40706620.000000 Penalty: 6519.688965
	Iteration 8F: 3 clusters Score -4.070662e+07 nChanged 32653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328209 members 
Mstep: Class 2 contains 183000 members 
Entering Unmasked Estep 
Score: -40730912.000000 Penalty: 6519.688965
	Iteration 9F: 3 clusters Score -4.073091e+07 nChanged 33304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349085 members 
Mstep: Class 2 contains 162124 members 
Entering Unmasked Estep 
Score: -40758196.000000 Penalty: 6519.688965
	Iteration 10F: 3 clusters Score -4.07582e+07 nChanged 29271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365964 members 
Mstep: Class 2 contains 145245 members 
Entering Unmasked Estep 
Score: -40779392.000000 Penalty: 6519.688965
	Iteration 11F: 3 clusters Score -4.077939e+07 nChanged 21704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378202 members 
Mstep: Class 2 contains 133007 members 
Entering Unmasked Estep 
Score: -40790844.000000 Penalty: 6519.688965
	Iteration 12Q: 3 clusters Score -4.079084e+07 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388315 members 
Mstep: Class 2 contains 122894 members 
Entering Unmasked Estep 
Score: -40796532.000000 Penalty: 6519.688965
	Iteration 13Q: 3 clusters Score -4.079653e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397726 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -40800356.000000 Penalty: 6519.688965
	Iteration 14Q: 3 clusters Score -4.080036e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407010 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -40803892.000000 Penalty: 6519.688965
	Iteration 15Q: 3 clusters Score -4.080389e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416295 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -40807376.000000 Penalty: 6519.688965
	Iteration 16Q: 3 clusters Score -4.080738e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425554 members 
Mstep: Class 2 contains 85655 members 
Entering Unmasked Estep 
Score: -40810640.000000 Penalty: 6519.688965
	Iteration 17Q: 3 clusters Score -4.081064e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434889 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -40814608.000000 Penalty: 6519.688965
	Iteration 18Q: 3 clusters Score -4.081461e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444107 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -40818424.000000 Penalty: 6519.688965
	Iteration 19Q: 3 clusters Score -4.081842e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453279 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -40822688.000000 Penalty: 6519.688965
	Iteration 20F: 3 clusters Score -4.082269e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461995 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -40826776.000000 Penalty: 6519.688965
	Iteration 21Q: 3 clusters Score -4.082678e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469987 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -40830808.000000 Penalty: 6519.688965
	Iteration 22Q: 3 clusters Score -4.083081e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476966 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -40834748.000000 Penalty: 6519.688965
	Iteration 23Q: 3 clusters Score -4.083475e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482817 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -40838480.000000 Penalty: 6519.688965
	Iteration 24Q: 3 clusters Score -4.083848e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487418 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -40841588.000000 Penalty: 6519.688965
	Iteration 25Q: 3 clusters Score -4.084159e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490965 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -40843760.000000 Penalty: 6519.688965
	Iteration 26Q: 3 clusters Score -4.084376e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493644 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -40845316.000000 Penalty: 6519.688965
	Iteration 27Q: 3 clusters Score -4.084532e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495643 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -40846148.000000 Penalty: 6519.688965
	Iteration 28Q: 3 clusters Score -4.084615e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497157 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -40846856.000000 Penalty: 6519.688965
	Iteration 29Q: 3 clusters Score -4.084686e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498345 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -40847280.000000 Penalty: 6519.688965
	Iteration 30Q: 3 clusters Score -4.084728e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499284 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -40847688.000000 Penalty: 6519.688965
	Iteration 31Q: 3 clusters Score -4.084769e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500048 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -40847796.000000 Penalty: 6519.688965
	Iteration 32Q: 3 clusters Score -4.08478e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500732 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -40848036.000000 Penalty: 6519.688965
	Iteration 33Q: 3 clusters Score -4.084804e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501301 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -40848220.000000 Penalty: 6519.688965
	Iteration 34Q: 3 clusters Score -4.084822e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501766 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -40848316.000000 Penalty: 6519.688965
	Iteration 35Q: 3 clusters Score -4.084832e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502159 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -40848484.000000 Penalty: 6519.688965
	Iteration 36Q: 3 clusters Score -4.084848e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502536 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -40848472.000000 Penalty: 6519.688965
	Iteration 37Q: 3 clusters Score -4.084847e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502854 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -40848580.000000 Penalty: 6519.688965
	Iteration 38Q: 3 clusters Score -4.084858e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503112 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -40848700.000000 Penalty: 6519.688965
	Iteration 39Q: 3 clusters Score -4.08487e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503362 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -40848732.000000 Penalty: 6519.688965
	Iteration 40F: 3 clusters Score -4.084873e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503576 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -40848852.000000 Penalty: 6519.688965
	Iteration 41Q: 3 clusters Score -4.084885e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503764 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -40848796.000000 Penalty: 6519.688965
	Iteration 42Q: 3 clusters Score -4.08488e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503946 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -40848896.000000 Penalty: 6519.688965
	Iteration 43Q: 3 clusters Score -4.08489e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504118 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -40848896.000000 Penalty: 6519.688965
	Iteration 44Q: 3 clusters Score -4.08489e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504278 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -40848888.000000 Penalty: 6519.688965
	Iteration 45Q: 3 clusters Score -4.084889e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504417 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -40848872.000000 Penalty: 6519.688965
	Iteration 46Q: 3 clusters Score -4.084887e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504544 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -40848908.000000 Penalty: 6519.688965
	Iteration 47Q: 3 clusters Score -4.084891e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504648 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -40848872.000000 Penalty: 6519.688965
	Iteration 48Q: 3 clusters Score -4.084887e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504739 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -40848888.000000 Penalty: 6519.688965
	Iteration 49Q: 3 clusters Score -4.084889e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504815 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -40848892.000000 Penalty: 6519.688965
	Iteration 50Q: 3 clusters Score -4.084889e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504878 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -40848928.000000 Penalty: 6519.688965
	Iteration 51Q: 3 clusters Score -4.084893e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504938 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -40848908.000000 Penalty: 6519.688965
	Iteration 52Q: 3 clusters Score -4.084891e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504986 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -40848944.000000 Penalty: 6519.688965
	Iteration 53Q: 3 clusters Score -4.084894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505035 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -40848956.000000 Penalty: 6519.688965
	Iteration 54Q: 3 clusters Score -4.084896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505089 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -40848960.000000 Penalty: 6519.688965
	Iteration 55Q: 3 clusters Score -4.084896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505135 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -40848972.000000 Penalty: 6519.688965
	Iteration 56Q: 3 clusters Score -4.084897e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505183 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -40848976.000000 Penalty: 6519.688965
	Iteration 57Q: 3 clusters Score -4.084898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505219 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -40849008.000000 Penalty: 6519.688965
	Iteration 58Q: 3 clusters Score -4.084901e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505255 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -40848968.000000 Penalty: 6519.688965
	Iteration 59Q: 3 clusters Score -4.084897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505295 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -40849008.000000 Penalty: 6519.688965
	Iteration 60F: 3 clusters Score -4.084901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505336 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -40849008.000000 Penalty: 6519.688965
	Iteration 61Q: 3 clusters Score -4.084901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505363 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -40849016.000000 Penalty: 6519.688965
	Iteration 62Q: 3 clusters Score -4.084902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505381 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -40848988.000000 Penalty: 6519.688965
	Iteration 63Q: 3 clusters Score -4.084899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505400 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -40848972.000000 Penalty: 6519.688965
	Iteration 64Q: 3 clusters Score -4.084897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505419 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -40848960.000000 Penalty: 6519.688965
	Iteration 65Q: 3 clusters Score -4.084896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505438 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -40848972.000000 Penalty: 6519.688965
	Iteration 66Q: 3 clusters Score -4.084897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505452 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -40848952.000000 Penalty: 6519.688965
	Iteration 67Q: 3 clusters Score -4.084895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505461 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -40848956.000000 Penalty: 6519.688965
	Iteration 68Q: 3 clusters Score -4.084896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505469 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -40848960.000000 Penalty: 6519.688965
	Iteration 69Q: 3 clusters Score -4.084896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505477 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -40848956.000000 Penalty: 6519.688965
	Iteration 70Q: 3 clusters Score -4.084896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505481 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -40848952.000000 Penalty: 6519.688965
	Iteration 71Q: 3 clusters Score -4.084895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505482 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -40848956.000000 Penalty: 6519.688965
	Iteration 72Q: 3 clusters Score -4.084896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505482 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -40848956.000000 Penalty: 6519.688965
	Iteration 73F: 3 clusters Score -4.084896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Entering Unmasked Estep 
Score: -1706522.250000 Penalty: 2476.331055
	Iteration 0F: 2 clusters Score -1706522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1691277.000000 Penalty: 4952.662109
	Iteration 0F: 3 clusters Score -1691277 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1696422.250000 Penalty: 4952.662109
	Iteration 1F: 3 clusters Score -1696422 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1696899.875000 Penalty: 4952.662109
	Iteration 2F: 3 clusters Score -1696900 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1697411.500000 Penalty: 4952.662109
	Iteration 3Q: 3 clusters Score -1697412 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1698023.000000 Penalty: 4952.662109
	Iteration 4Q: 3 clusters Score -1698023 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1698654.125000 Penalty: 4952.662109
	Iteration 5Q: 3 clusters Score -1698654 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1699227.875000 Penalty: 4952.662109
	Iteration 6F: 3 clusters Score -1699228 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1699841.000000 Penalty: 4952.662109
	Iteration 7Q: 3 clusters Score -1699841 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1700512.375000 Penalty: 4952.662109
	Iteration 8F: 3 clusters Score -1700512 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1701286.500000 Penalty: 4952.662109
	Iteration 9F: 3 clusters Score -1701286 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1702174.875000 Penalty: 4952.662109
	Iteration 10F: 3 clusters Score -1702175 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1703160.125000 Penalty: 4952.662109
	Iteration 11F: 3 clusters Score -1703160 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1704110.875000 Penalty: 4952.662109
	Iteration 12F: 3 clusters Score -1704111 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1704876.250000 Penalty: 4952.662109
	Iteration 13Q: 3 clusters Score -1704876 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1705567.875000 Penalty: 4952.662109
	Iteration 14Q: 3 clusters Score -1705568 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1706126.125000 Penalty: 4952.662109
	Iteration 15Q: 3 clusters Score -1706126 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1706464.750000 Penalty: 4952.662109
	Iteration 16Q: 3 clusters Score -1706465 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1706645.500000 Penalty: 4952.662109
	Iteration 17Q: 3 clusters Score -1706646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1706744.750000 Penalty: 4952.662109
	Iteration 18Q: 3 clusters Score -1706745 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1706781.125000 Penalty: 4952.662109
	Iteration 19Q: 3 clusters Score -1706781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1706796.375000 Penalty: 4952.662109
	Iteration 20F: 3 clusters Score -1706796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1706807.875000 Penalty: 4952.662109
	Iteration 21Q: 3 clusters Score -1706808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1706812.125000 Penalty: 4952.662109
	Iteration 22Q: 3 clusters Score -1706812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1706809.750000 Penalty: 4952.662109
	Iteration 23Q: 3 clusters Score -1706810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1706815.750000 Penalty: 4952.662109
	Iteration 24Q: 3 clusters Score -1706816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1706814.625000 Penalty: 4952.662109
	Iteration 25Q: 3 clusters Score -1706815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1706815.250000 Penalty: 4952.662109
	Iteration 26Q: 3 clusters Score -1706815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1706816.875000 Penalty: 4952.662109
	Iteration 27Q: 3 clusters Score -1706817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1706820.000000 Penalty: 4952.662109
	Iteration 28Q: 3 clusters Score -1706820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1706820.500000 Penalty: 4952.662109
	Iteration 29Q: 3 clusters Score -1706820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1706819.250000 Penalty: 4952.662109
	Iteration 30Q: 3 clusters Score -1706819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1706817.625000 Penalty: 4952.662109
	Iteration 31Q: 3 clusters Score -1706818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1706818.750000 Penalty: 4952.662109
	Iteration 32Q: 3 clusters Score -1706819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1706818.875000 Penalty: 4952.662109
	Iteration 33Q: 3 clusters Score -1706819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1706819.250000 Penalty: 4952.662109
	Iteration 34Q: 3 clusters Score -1706819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1706819.250000 Penalty: 4952.662109
	Iteration 35F: 3 clusters Score -1706819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Entering Unmasked Estep 
Score: -142598336.000000 Penalty: 92949.671875
Splitting cluster 8 changes total score from -142595456.000000 to -142598336.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (21545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Entering Unmasked Estep 
Score: -1682456.000000 Penalty: 2474.518799
	Iteration 0F: 2 clusters Score -1682456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1667535.625000 Penalty: 4949.037598
	Iteration 0F: 3 clusters Score -1667536 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1672420.750000 Penalty: 4949.037598
	Iteration 1F: 3 clusters Score -1672421 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1672939.000000 Penalty: 4949.037598
	Iteration 2F: 3 clusters Score -1672939 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1673434.625000 Penalty: 4949.037598
	Iteration 3F: 3 clusters Score -1673435 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1673944.250000 Penalty: 4949.037598
	Iteration 4F: 3 clusters Score -1673944 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1674488.625000 Penalty: 4949.037598
	Iteration 5Q: 3 clusters Score -1674489 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1675019.000000 Penalty: 4949.037598
	Iteration 6Q: 3 clusters Score -1675019 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1675542.750000 Penalty: 4949.037598
	Iteration 7Q: 3 clusters Score -1675543 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1676013.000000 Penalty: 4949.037598
	Iteration 8Q: 3 clusters Score -1676013 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1676400.125000 Penalty: 4949.037598
	Iteration 9Q: 3 clusters Score -1676400 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1676671.625000 Penalty: 4949.037598
	Iteration 10Q: 3 clusters Score -1676672 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1676887.375000 Penalty: 4949.037598
	Iteration 11Q: 3 clusters Score -1676887 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1677033.875000 Penalty: 4949.037598
	Iteration 12Q: 3 clusters Score -1677034 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1677157.500000 Penalty: 4949.037598
	Iteration 13Q: 3 clusters Score -1677158 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1677267.375000 Penalty: 4949.037598
	Iteration 14Q: 3 clusters Score -1677267 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1677372.500000 Penalty: 4949.037598
	Iteration 15Q: 3 clusters Score -1677372 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1677461.500000 Penalty: 4949.037598
	Iteration 16Q: 3 clusters Score -1677462 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1677537.625000 Penalty: 4949.037598
	Iteration 17Q: 3 clusters Score -1677538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1677600.375000 Penalty: 4949.037598
	Iteration 18Q: 3 clusters Score -1677600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1677644.125000 Penalty: 4949.037598
	Iteration 19Q: 3 clusters Score -1677644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1677702.000000 Penalty: 4949.037598
	Iteration 20F: 3 clusters Score -1677702 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1677759.500000 Penalty: 4949.037598
	Iteration 21Q: 3 clusters Score -1677760 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1677812.625000 Penalty: 4949.037598
	Iteration 22Q: 3 clusters Score -1677813 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1677873.000000 Penalty: 4949.037598
	Iteration 23Q: 3 clusters Score -1677873 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1677947.000000 Penalty: 4949.037598
	Iteration 24Q: 3 clusters Score -1677947 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1678005.125000 Penalty: 4949.037598
	Iteration 25Q: 3 clusters Score -1678005 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1678061.375000 Penalty: 4949.037598
	Iteration 26Q: 3 clusters Score -1678061 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1678112.500000 Penalty: 4949.037598
	Iteration 27Q: 3 clusters Score -1678112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1678155.125000 Penalty: 4949.037598
	Iteration 28Q: 3 clusters Score -1678155 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1678189.000000 Penalty: 4949.037598
	Iteration 29Q: 3 clusters Score -1678189 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1678237.625000 Penalty: 4949.037598
	Iteration 30Q: 3 clusters Score -1678238 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1678266.750000 Penalty: 4949.037598
	Iteration 31Q: 3 clusters Score -1678267 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1678303.000000 Penalty: 4949.037598
	Iteration 32Q: 3 clusters Score -1678303 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1678335.750000 Penalty: 4949.037598
	Iteration 33Q: 3 clusters Score -1678336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1678360.000000 Penalty: 4949.037598
	Iteration 34Q: 3 clusters Score -1678360 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1678397.250000 Penalty: 4949.037598
	Iteration 35Q: 3 clusters Score -1678397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1678435.375000 Penalty: 4949.037598
	Iteration 36Q: 3 clusters Score -1678435 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1678448.000000 Penalty: 4949.037598
	Iteration 37Q: 3 clusters Score -1678448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1678484.750000 Penalty: 4949.037598
	Iteration 38Q: 3 clusters Score -1678485 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1678522.750000 Penalty: 4949.037598
	Iteration 39Q: 3 clusters Score -1678523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1678565.750000 Penalty: 4949.037598
	Iteration 40F: 3 clusters Score -1678566 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1678609.125000 Penalty: 4949.037598
	Iteration 41Q: 3 clusters Score -1678609 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1678658.500000 Penalty: 4949.037598
	Iteration 42Q: 3 clusters Score -1678658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1678701.625000 Penalty: 4949.037598
	Iteration 43Q: 3 clusters Score -1678702 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1678736.250000 Penalty: 4949.037598
	Iteration 44Q: 3 clusters Score -1678736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1678771.125000 Penalty: 4949.037598
	Iteration 45Q: 3 clusters Score -1678771 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1678800.875000 Penalty: 4949.037598
	Iteration 46Q: 3 clusters Score -1678801 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1678843.250000 Penalty: 4949.037598
	Iteration 47Q: 3 clusters Score -1678843 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1678893.375000 Penalty: 4949.037598
	Iteration 48Q: 3 clusters Score -1678893 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1678952.125000 Penalty: 4949.037598
	Iteration 49Q: 3 clusters Score -1678952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1679014.625000 Penalty: 4949.037598
	Iteration 50Q: 3 clusters Score -1679015 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1679075.625000 Penalty: 4949.037598
	Iteration 51Q: 3 clusters Score -1679076 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1679143.000000 Penalty: 4949.037598
	Iteration 52Q: 3 clusters Score -1679143 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1679232.625000 Penalty: 4949.037598
	Iteration 53Q: 3 clusters Score -1679233 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1679330.250000 Penalty: 4949.037598
	Iteration 54Q: 3 clusters Score -1679330 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1679465.125000 Penalty: 4949.037598
	Iteration 55Q: 3 clusters Score -1679465 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1679634.375000 Penalty: 4949.037598
	Iteration 56Q: 3 clusters Score -1679634 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1679797.750000 Penalty: 4949.037598
	Iteration 57Q: 3 clusters Score -1679798 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1679959.125000 Penalty: 4949.037598
	Iteration 58Q: 3 clusters Score -1679959 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1680119.875000 Penalty: 4949.037598
	Iteration 59Q: 3 clusters Score -1680120 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1680272.500000 Penalty: 4949.037598
	Iteration 60F: 3 clusters Score -1680272 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1680407.250000 Penalty: 4949.037598
	Iteration 61Q: 3 clusters Score -1680407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1680534.000000 Penalty: 4949.037598
	Iteration 62Q: 3 clusters Score -1680534 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1680651.000000 Penalty: 4949.037598
	Iteration 63Q: 3 clusters Score -1680651 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1680739.500000 Penalty: 4949.037598
	Iteration 64Q: 3 clusters Score -1680740 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1680816.375000 Penalty: 4949.037598
	Iteration 65Q: 3 clusters Score -1680816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1680876.250000 Penalty: 4949.037598
	Iteration 66Q: 3 clusters Score -1680876 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1680932.125000 Penalty: 4949.037598
	Iteration 67Q: 3 clusters Score -1680932 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1680990.000000 Penalty: 4949.037598
	Iteration 68Q: 3 clusters Score -1680990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1681019.375000 Penalty: 4949.037598
	Iteration 69Q: 3 clusters Score -1681019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1681055.500000 Penalty: 4949.037598
	Iteration 70Q: 3 clusters Score -1681056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1681077.625000 Penalty: 4949.037598
	Iteration 71Q: 3 clusters Score -1681078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1681105.625000 Penalty: 4949.037598
	Iteration 72Q: 3 clusters Score -1681106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1681110.500000 Penalty: 4949.037598
	Iteration 73Q: 3 clusters Score -1681110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1681125.375000 Penalty: 4949.037598
	Iteration 74Q: 3 clusters Score -1681125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1681130.000000 Penalty: 4949.037598
	Iteration 75Q: 3 clusters Score -1681130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1681148.250000 Penalty: 4949.037598
	Iteration 76Q: 3 clusters Score -1681148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1681149.875000 Penalty: 4949.037598
	Iteration 77Q: 3 clusters Score -1681150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1681152.750000 Penalty: 4949.037598
	Iteration 78Q: 3 clusters Score -1681153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1681159.125000 Penalty: 4949.037598
	Iteration 79Q: 3 clusters Score -1681159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1681160.750000 Penalty: 4949.037598
	Iteration 80F: 3 clusters Score -1681161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1681161.125000 Penalty: 4949.037598
	Iteration 81Q: 3 clusters Score -1681161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1681161.000000 Penalty: 4949.037598
	Iteration 82Q: 3 clusters Score -1681161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1681162.125000 Penalty: 4949.037598
	Iteration 83Q: 3 clusters Score -1681162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1681162.000000 Penalty: 4949.037598
	Iteration 84Q: 3 clusters Score -1681162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1681160.750000 Penalty: 4949.037598
	Iteration 85Q: 3 clusters Score -1681161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1681159.125000 Penalty: 4949.037598
	Iteration 86Q: 3 clusters Score -1681159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1681159.125000 Penalty: 4949.037598
	Iteration 87F: 3 clusters Score -1681159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (603289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603289 members 
Entering Unmasked Estep 
Score: -49139228.000000 Penalty: 3300.917725
	Iteration 0F: 2 clusters Score -4.913923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301401 members 
Mstep: Class 2 contains 301888 members 
Entering Unmasked Estep 
Score: -48734692.000000 Penalty: 6601.835449
	Iteration 0F: 3 clusters Score -4.873469e+07 nChanged 295570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295101 members 
Mstep: Class 2 contains 308188 members 
Entering Unmasked Estep 
Score: -48912280.000000 Penalty: 6601.835449
	Iteration 1F: 3 clusters Score -4.891228e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291972 members 
Mstep: Class 2 contains 311317 members 
Entering Unmasked Estep 
Score: -48914360.000000 Penalty: 6601.835449
	Iteration 2Q: 3 clusters Score -4.891436e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286897 members 
Mstep: Class 2 contains 316392 members 
Entering Unmasked Estep 
Score: -48917216.000000 Penalty: 6601.835449
	Iteration 3Q: 3 clusters Score -4.891722e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279019 members 
Mstep: Class 2 contains 324270 members 
Entering Unmasked Estep 
Score: -48921540.000000 Penalty: 6601.835449
	Iteration 4Q: 3 clusters Score -4.892154e+07 nChanged 18281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267130 members 
Mstep: Class 2 contains 336159 members 
Entering Unmasked Estep 
Score: -48928632.000000 Penalty: 6601.835449
	Iteration 5Q: 3 clusters Score -4.892863e+07 nChanged 22530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249882 members 
Mstep: Class 2 contains 353407 members 
Entering Unmasked Estep 
Score: -48939520.000000 Penalty: 6601.835449
	Iteration 6Q: 3 clusters Score -4.893952e+07 nChanged 28093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226075 members 
Mstep: Class 2 contains 377214 members 
Entering Unmasked Estep 
Score: -48957420.000000 Penalty: 6601.835449
	Iteration 7Q: 3 clusters Score -4.895742e+07 nChanged 33986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195619 members 
Mstep: Class 2 contains 407670 members 
Entering Unmasked Estep 
Score: -48982344.000000 Penalty: 6601.835449
	Iteration 8F: 3 clusters Score -4.898234e+07 nChanged 38111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 442839 members 
Entering Unmasked Estep 
Score: -49013024.000000 Penalty: 6601.835449
	Iteration 9F: 3 clusters Score -4.901302e+07 nChanged 37886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 478517 members 
Entering Unmasked Estep 
Score: -49044224.000000 Penalty: 6601.835449
	Iteration 10F: 3 clusters Score -4.904422e+07 nChanged 33634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 510895 members 
Entering Unmasked Estep 
Score: -49071660.000000 Penalty: 6601.835449
	Iteration 11F: 3 clusters Score -4.907166e+07 nChanged 27888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 538339 members 
Entering Unmasked Estep 
Score: -49093172.000000 Penalty: 6601.835449
	Iteration 12Q: 3 clusters Score -4.909317e+07 nChanged 21928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 560155 members 
Entering Unmasked Estep 
Score: -49109140.000000 Penalty: 6601.835449
	Iteration 13Q: 3 clusters Score -4.910914e+07 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 576519 members 
Entering Unmasked Estep 
Score: -49120048.000000 Penalty: 6601.835449
	Iteration 14Q: 3 clusters Score -4.912005e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 587708 members 
Entering Unmasked Estep 
Score: -49127104.000000 Penalty: 6601.835449
	Iteration 15Q: 3 clusters Score -4.91271e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 594543 members 
Entering Unmasked Estep 
Score: -49131508.000000 Penalty: 6601.835449
	Iteration 16Q: 3 clusters Score -4.913151e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 598395 members 
Entering Unmasked Estep 
Score: -49133788.000000 Penalty: 6601.835449
	Iteration 17Q: 3 clusters Score -4.913379e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 600391 members 
Entering Unmasked Estep 
Score: -49135048.000000 Penalty: 6601.835449
	Iteration 18Q: 3 clusters Score -4.913505e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 601373 members 
Entering Unmasked Estep 
Score: -49135672.000000 Penalty: 6601.835449
	Iteration 19Q: 3 clusters Score -4.913567e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 601906 members 
Entering Unmasked Estep 
Score: -49136004.000000 Penalty: 6601.835449
	Iteration 20F: 3 clusters Score -4.9136e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 602198 members 
Entering Unmasked Estep 
Score: -49136172.000000 Penalty: 6601.835449
	Iteration 21Q: 3 clusters Score -4.913617e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 602365 members 
Entering Unmasked Estep 
Score: -49136288.000000 Penalty: 6601.835449
	Iteration 22Q: 3 clusters Score -4.913629e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 602458 members 
Entering Unmasked Estep 
Score: -49136368.000000 Penalty: 6601.835449
	Iteration 23Q: 3 clusters Score -4.913637e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 602512 members 
Entering Unmasked Estep 
Score: -49136388.000000 Penalty: 6601.835449
	Iteration 24Q: 3 clusters Score -4.913639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 602550 members 
Entering Unmasked Estep 
Score: -49136404.000000 Penalty: 6601.835449
	Iteration 25Q: 3 clusters Score -4.91364e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 602584 members 
Entering Unmasked Estep 
Score: -49136408.000000 Penalty: 6601.835449
	Iteration 26Q: 3 clusters Score -4.913641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 602610 members 
Entering Unmasked Estep 
Score: -49136472.000000 Penalty: 6601.835449
	Iteration 27Q: 3 clusters Score -4.913647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 602626 members 
Entering Unmasked Estep 
Score: -49136452.000000 Penalty: 6601.835449
	Iteration 28Q: 3 clusters Score -4.913645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 602636 members 
Entering Unmasked Estep 
Score: -49136468.000000 Penalty: 6601.835449
	Iteration 29Q: 3 clusters Score -4.913647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 602640 members 
Entering Unmasked Estep 
Score: -49136464.000000 Penalty: 6601.835449
	Iteration 30Q: 3 clusters Score -4.913646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 602643 members 
Entering Unmasked Estep 
Score: -49136472.000000 Penalty: 6601.835449
	Iteration 31Q: 3 clusters Score -4.913647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 602654 members 
Entering Unmasked Estep 
Score: -49136484.000000 Penalty: 6601.835449
	Iteration 32Q: 3 clusters Score -4.913648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 602661 members 
Entering Unmasked Estep 
Score: -49136504.000000 Penalty: 6601.835449
	Iteration 33Q: 3 clusters Score -4.91365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 602668 members 
Entering Unmasked Estep 
Score: -49136492.000000 Penalty: 6601.835449
	Iteration 34Q: 3 clusters Score -4.913649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 602674 members 
Entering Unmasked Estep 
Score: -49136504.000000 Penalty: 6601.835449
	Iteration 35Q: 3 clusters Score -4.91365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 602677 members 
Entering Unmasked Estep 
Score: -49136512.000000 Penalty: 6601.835449
	Iteration 36Q: 3 clusters Score -4.913651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602681 members 
Entering Unmasked Estep 
Score: -49136516.000000 Penalty: 6601.835449
	Iteration 37Q: 3 clusters Score -4.913652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 602683 members 
Entering Unmasked Estep 
Score: -49136512.000000 Penalty: 6601.835449
	Iteration 38Q: 3 clusters Score -4.913651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 602686 members 
Entering Unmasked Estep 
Score: -49136492.000000 Penalty: 6601.835449
	Iteration 39Q: 3 clusters Score -4.913649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 602685 members 
Entering Unmasked Estep 
Score: -49136500.000000 Penalty: 6601.835449
	Iteration 40F: 3 clusters Score -4.91365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Entering Unmasked Estep 
Score: -6934193.000000 Penalty: 2814.340088
	Iteration 0F: 2 clusters Score -6934193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -6877458.500000 Penalty: 5628.680176
	Iteration 0F: 3 clusters Score -6877458 nChanged 39967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -6900277.000000 Penalty: 5628.680176
	Iteration 1F: 3 clusters Score -6900277 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -6901087.000000 Penalty: 5628.680176
	Iteration 2Q: 3 clusters Score -6901087 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -6901978.000000 Penalty: 5628.680176
	Iteration 3Q: 3 clusters Score -6901978 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -6902971.500000 Penalty: 5628.680176
	Iteration 4Q: 3 clusters Score -6902972 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -6904337.500000 Penalty: 5628.680176
	Iteration 5Q: 3 clusters Score -6904338 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -6906226.500000 Penalty: 5628.680176
	Iteration 6Q: 3 clusters Score -6906226 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -6908685.500000 Penalty: 5628.680176
	Iteration 7F: 3 clusters Score -6908686 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -6911922.000000 Penalty: 5628.680176
	Iteration 8F: 3 clusters Score -6911922 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6915433.000000 Penalty: 5628.680176
	Iteration 9F: 3 clusters Score -6915433 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -6918160.000000 Penalty: 5628.680176
	Iteration 10F: 3 clusters Score -6918160 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -6919560.000000 Penalty: 5628.680176
	Iteration 11Q: 3 clusters Score -6919560 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -6920113.500000 Penalty: 5628.680176
	Iteration 12Q: 3 clusters Score -6920114 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -6920426.500000 Penalty: 5628.680176
	Iteration 13Q: 3 clusters Score -6920426 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -6920631.500000 Penalty: 5628.680176
	Iteration 14Q: 3 clusters Score -6920632 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -6920858.500000 Penalty: 5628.680176
	Iteration 15Q: 3 clusters Score -6920858 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6921078.500000 Penalty: 5628.680176
	Iteration 16Q: 3 clusters Score -6921078 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -6921201.500000 Penalty: 5628.680176
	Iteration 17Q: 3 clusters Score -6921202 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6921385.000000 Penalty: 5628.680176
	Iteration 18Q: 3 clusters Score -6921385 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -6921601.000000 Penalty: 5628.680176
	Iteration 19Q: 3 clusters Score -6921601 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -6921801.000000 Penalty: 5628.680176
	Iteration 20F: 3 clusters Score -6921801 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6922009.500000 Penalty: 5628.680176
	Iteration 21Q: 3 clusters Score -6922010 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -6922253.500000 Penalty: 5628.680176
	Iteration 22Q: 3 clusters Score -6922254 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -6922477.000000 Penalty: 5628.680176
	Iteration 23Q: 3 clusters Score -6922477 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -6922725.500000 Penalty: 5628.680176
	Iteration 24Q: 3 clusters Score -6922726 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -6923061.000000 Penalty: 5628.680176
	Iteration 25Q: 3 clusters Score -6923061 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -6923344.500000 Penalty: 5628.680176
	Iteration 26Q: 3 clusters Score -6923344 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -6923659.000000 Penalty: 5628.680176
	Iteration 27Q: 3 clusters Score -6923659 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -6923956.500000 Penalty: 5628.680176
	Iteration 28Q: 3 clusters Score -6923956 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -6924342.500000 Penalty: 5628.680176
	Iteration 29Q: 3 clusters Score -6924342 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -6924671.500000 Penalty: 5628.680176
	Iteration 30Q: 3 clusters Score -6924672 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -6925031.000000 Penalty: 5628.680176
	Iteration 31Q: 3 clusters Score -6925031 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -6925456.000000 Penalty: 5628.680176
	Iteration 32Q: 3 clusters Score -6925456 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -6925835.500000 Penalty: 5628.680176
	Iteration 33Q: 3 clusters Score -6925836 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -6926209.000000 Penalty: 5628.680176
	Iteration 34Q: 3 clusters Score -6926209 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -6926594.000000 Penalty: 5628.680176
	Iteration 35Q: 3 clusters Score -6926594 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -6927018.500000 Penalty: 5628.680176
	Iteration 36Q: 3 clusters Score -6927018 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -6927508.500000 Penalty: 5628.680176
	Iteration 37Q: 3 clusters Score -6927508 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -6927942.000000 Penalty: 5628.680176
	Iteration 38Q: 3 clusters Score -6927942 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -6928323.000000 Penalty: 5628.680176
	Iteration 39Q: 3 clusters Score -6928323 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -6928743.000000 Penalty: 5628.680176
	Iteration 40F: 3 clusters Score -6928743 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -6929144.500000 Penalty: 5628.680176
	Iteration 41Q: 3 clusters Score -6929144 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -6929518.500000 Penalty: 5628.680176
	Iteration 42Q: 3 clusters Score -6929518 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -6929823.000000 Penalty: 5628.680176
	Iteration 43Q: 3 clusters Score -6929823 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -6930042.000000 Penalty: 5628.680176
	Iteration 44Q: 3 clusters Score -6930042 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -6930338.500000 Penalty: 5628.680176
	Iteration 45Q: 3 clusters Score -6930338 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -6930595.000000 Penalty: 5628.680176
	Iteration 46Q: 3 clusters Score -6930595 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -6930864.000000 Penalty: 5628.680176
	Iteration 47Q: 3 clusters Score -6930864 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -6931136.500000 Penalty: 5628.680176
	Iteration 48Q: 3 clusters Score -6931136 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -6931311.500000 Penalty: 5628.680176
	Iteration 49Q: 3 clusters Score -6931312 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -6931475.000000 Penalty: 5628.680176
	Iteration 50Q: 3 clusters Score -6931475 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -6931610.000000 Penalty: 5628.680176
	Iteration 51Q: 3 clusters Score -6931610 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -6931698.000000 Penalty: 5628.680176
	Iteration 52Q: 3 clusters Score -6931698 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -6931777.000000 Penalty: 5628.680176
	Iteration 53Q: 3 clusters Score -6931777 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -6931828.500000 Penalty: 5628.680176
	Iteration 54Q: 3 clusters Score -6931828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -6931879.000000 Penalty: 5628.680176
	Iteration 55Q: 3 clusters Score -6931879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -6931903.500000 Penalty: 5628.680176
	Iteration 56Q: 3 clusters Score -6931904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -6931918.000000 Penalty: 5628.680176
	Iteration 57Q: 3 clusters Score -6931918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -6931941.500000 Penalty: 5628.680176
	Iteration 58Q: 3 clusters Score -6931942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -6931956.500000 Penalty: 5628.680176
	Iteration 59Q: 3 clusters Score -6931956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -6931970.000000 Penalty: 5628.680176
	Iteration 60F: 3 clusters Score -6931970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -6931981.000000 Penalty: 5628.680176
	Iteration 61Q: 3 clusters Score -6931981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -6931984.500000 Penalty: 5628.680176
	Iteration 62Q: 3 clusters Score -6931984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -6932007.500000 Penalty: 5628.680176
	Iteration 63Q: 3 clusters Score -6932008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -6932008.500000 Penalty: 5628.680176
	Iteration 64Q: 3 clusters Score -6932008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -6932014.000000 Penalty: 5628.680176
	Iteration 65Q: 3 clusters Score -6932014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -6932021.000000 Penalty: 5628.680176
	Iteration 66Q: 3 clusters Score -6932021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -6932019.000000 Penalty: 5628.680176
	Iteration 67Q: 3 clusters Score -6932019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -6932012.000000 Penalty: 5628.680176
	Iteration 68Q: 3 clusters Score -6932012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -6932024.000000 Penalty: 5628.680176
	Iteration 69Q: 3 clusters Score -6932024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -6932025.500000 Penalty: 5628.680176
	Iteration 70Q: 3 clusters Score -6932026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 83754 members 
Entering Unmasked Estep 
Score: -6932023.500000 Penalty: 5628.680176
	Iteration 71Q: 3 clusters Score -6932024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -6932047.000000 Penalty: 5628.680176
	Iteration 72Q: 3 clusters Score -6932047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -6932060.000000 Penalty: 5628.680176
	Iteration 73Q: 3 clusters Score -6932060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -6932068.000000 Penalty: 5628.680176
	Iteration 74Q: 3 clusters Score -6932068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -6932071.500000 Penalty: 5628.680176
	Iteration 75Q: 3 clusters Score -6932072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -6932080.500000 Penalty: 5628.680176
	Iteration 76Q: 3 clusters Score -6932080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -6932074.500000 Penalty: 5628.680176
	Iteration 77Q: 3 clusters Score -6932074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -6932072.500000 Penalty: 5628.680176
	Iteration 78Q: 3 clusters Score -6932072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -6932072.000000 Penalty: 5628.680176
	Iteration 79Q: 3 clusters Score -6932072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 83799 members 
Entering Unmasked Estep 
Score: -6932069.500000 Penalty: 5628.680176
	Iteration 80F: 3 clusters Score -6932070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -6932072.500000 Penalty: 5628.680176
	Iteration 81Q: 3 clusters Score -6932072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -6932072.500000 Penalty: 5628.680176
	Iteration 82F: 3 clusters Score -6932072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -515571.093750 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -515571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -510033.937500 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -510033.9 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -511650.562500 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -511650.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -512219.625000 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -512219.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -513156.625000 Penalty: 4379.949219
	Iteration 3F: 3 clusters Score -513156.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -514433.625000 Penalty: 4379.949219
	Iteration 4F: 3 clusters Score -514433.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -515480.968750 Penalty: 4379.949219
	Iteration 5F: 3 clusters Score -515481 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -515967.093750 Penalty: 4379.949219
	Iteration 6F: 3 clusters Score -515967.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -516150.843750 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -516150.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -516226.125000 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -516226.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -516272.781250 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -516272.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -516315.625000 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -516315.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -516346.187500 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -516346.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -516366.000000 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -516366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -516381.000000 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -516381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -516387.406250 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -516387.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -516392.718750 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -516392.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -516398.312500 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -516398.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -516403.812500 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -516403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -516408.406250 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -516408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -516411.281250 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -516411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -516416.093750 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -516416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -516418.093750 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -516418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -516420.062500 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -516420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -516420.562500 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -516420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -516423.156250 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -516423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -516423.156250 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -516423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -516424.218750 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -516424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -516424.812500 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -516424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -516425.187500 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -516425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -516425.656250 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -516425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -516425.031250 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -516425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -516425.031250 Penalty: 4379.949219
	Iteration 31F: 3 clusters Score -516425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 37138 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1164 members 
Entering Unmasked Estep 
Score: -142597824.000000 Penalty: 96524.656250
Splitting cluster 12 changes total score from -142595456.000000 to -142597824.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (53904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Entering Unmasked Estep 
Score: -4480563.500000 Penalty: 2701.950195
	Iteration 0F: 2 clusters Score -4480564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4444165.000000 Penalty: 5403.900391
	Iteration 0F: 3 clusters Score -4444165 nChanged 25018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -4458201.000000 Penalty: 5403.900391
	Iteration 1F: 3 clusters Score -4458201 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -4458820.000000 Penalty: 5403.900391
	Iteration 2Q: 3 clusters Score -4458820 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -4459474.000000 Penalty: 5403.900391
	Iteration 3Q: 3 clusters Score -4459474 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4460301.000000 Penalty: 5403.900391
	Iteration 4Q: 3 clusters Score -4460301 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4461387.000000 Penalty: 5403.900391
	Iteration 5Q: 3 clusters Score -4461387 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4463048.500000 Penalty: 5403.900391
	Iteration 6F: 3 clusters Score -4463048 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4465321.000000 Penalty: 5403.900391
	Iteration 7F: 3 clusters Score -4465321 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4468313.500000 Penalty: 5403.900391
	Iteration 8F: 3 clusters Score -4468314 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4471503.000000 Penalty: 5403.900391
	Iteration 9F: 3 clusters Score -4471503 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4474173.000000 Penalty: 5403.900391
	Iteration 10F: 3 clusters Score -4474173 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4476038.500000 Penalty: 5403.900391
	Iteration 11Q: 3 clusters Score -4476038 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4477019.000000 Penalty: 5403.900391
	Iteration 12Q: 3 clusters Score -4477019 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4477548.000000 Penalty: 5403.900391
	Iteration 13Q: 3 clusters Score -4477548 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4477876.000000 Penalty: 5403.900391
	Iteration 14Q: 3 clusters Score -4477876 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4478073.500000 Penalty: 5403.900391
	Iteration 15Q: 3 clusters Score -4478074 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4478223.500000 Penalty: 5403.900391
	Iteration 16Q: 3 clusters Score -4478224 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4478335.000000 Penalty: 5403.900391
	Iteration 17Q: 3 clusters Score -4478335 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4478411.500000 Penalty: 5403.900391
	Iteration 18Q: 3 clusters Score -4478412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4478476.500000 Penalty: 5403.900391
	Iteration 19Q: 3 clusters Score -4478476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4478504.000000 Penalty: 5403.900391
	Iteration 20F: 3 clusters Score -4478504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4478516.000000 Penalty: 5403.900391
	Iteration 21Q: 3 clusters Score -4478516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4478548.000000 Penalty: 5403.900391
	Iteration 22Q: 3 clusters Score -4478548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4478581.000000 Penalty: 5403.900391
	Iteration 23Q: 3 clusters Score -4478581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4478596.500000 Penalty: 5403.900391
	Iteration 24Q: 3 clusters Score -4478596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4478602.000000 Penalty: 5403.900391
	Iteration 25Q: 3 clusters Score -4478602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4478611.000000 Penalty: 5403.900391
	Iteration 26Q: 3 clusters Score -4478611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4478621.000000 Penalty: 5403.900391
	Iteration 27Q: 3 clusters Score -4478621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4478622.000000 Penalty: 5403.900391
	Iteration 28Q: 3 clusters Score -4478622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4478628.000000 Penalty: 5403.900391
	Iteration 29Q: 3 clusters Score -4478628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4478633.500000 Penalty: 5403.900391
	Iteration 30Q: 3 clusters Score -4478634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4478632.000000 Penalty: 5403.900391
	Iteration 31Q: 3 clusters Score -4478632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4478633.500000 Penalty: 5403.900391
	Iteration 32Q: 3 clusters Score -4478634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4478638.000000 Penalty: 5403.900391
	Iteration 33Q: 3 clusters Score -4478638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51272 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4478631.000000 Penalty: 5403.900391
	Iteration 34Q: 3 clusters Score -4478631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4478639.000000 Penalty: 5403.900391
	Iteration 35Q: 3 clusters Score -4478639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4478633.000000 Penalty: 5403.900391
	Iteration 36Q: 3 clusters Score -4478633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4478632.000000 Penalty: 5403.900391
	Iteration 37Q: 3 clusters Score -4478632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4478629.500000 Penalty: 5403.900391
	Iteration 38Q: 3 clusters Score -4478630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4478629.000000 Penalty: 5403.900391
	Iteration 39Q: 3 clusters Score -4478629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4478630.000000 Penalty: 5403.900391
	Iteration 40F: 3 clusters Score -4478630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Entering Unmasked Estep 
Score: -2860384.750000 Penalty: 2609.554199
	Iteration 0F: 2 clusters Score -2860385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2835344.000000 Penalty: 5219.108398
	Iteration 0F: 3 clusters Score -2835344 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2845224.500000 Penalty: 5219.108398
	Iteration 1F: 3 clusters Score -2845224 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2847754.750000 Penalty: 5219.108398
	Iteration 2F: 3 clusters Score -2847755 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2853035.750000 Penalty: 5219.108398
	Iteration 3F: 3 clusters Score -2853036 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2859228.000000 Penalty: 5219.108398
	Iteration 4F: 3 clusters Score -2859228 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2863154.500000 Penalty: 5219.108398
	Iteration 5F: 3 clusters Score -2863154 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2866345.000000 Penalty: 5219.108398
	Iteration 6F: 3 clusters Score -2866345 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2869193.500000 Penalty: 5219.108398
	Iteration 7Q: 3 clusters Score -2869194 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2870614.500000 Penalty: 5219.108398
	Iteration 8Q: 3 clusters Score -2870614 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2870907.250000 Penalty: 5219.108398
	Iteration 9Q: 3 clusters Score -2870907 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2870990.750000 Penalty: 5219.108398
	Iteration 10Q: 3 clusters Score -2870991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2871059.500000 Penalty: 5219.108398
	Iteration 11Q: 3 clusters Score -2871060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2871086.750000 Penalty: 5219.108398
	Iteration 12Q: 3 clusters Score -2871087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2871112.500000 Penalty: 5219.108398
	Iteration 13Q: 3 clusters Score -2871112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2871130.500000 Penalty: 5219.108398
	Iteration 14Q: 3 clusters Score -2871130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2871172.750000 Penalty: 5219.108398
	Iteration 15Q: 3 clusters Score -2871173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2871210.250000 Penalty: 5219.108398
	Iteration 16Q: 3 clusters Score -2871210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2871220.750000 Penalty: 5219.108398
	Iteration 17Q: 3 clusters Score -2871221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2871240.500000 Penalty: 5219.108398
	Iteration 18Q: 3 clusters Score -2871240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2871239.000000 Penalty: 5219.108398
	Iteration 19Q: 3 clusters Score -2871239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2871248.750000 Penalty: 5219.108398
	Iteration 20F: 3 clusters Score -2871249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2871244.250000 Penalty: 5219.108398
	Iteration 21Q: 3 clusters Score -2871244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2871243.000000 Penalty: 5219.108398
	Iteration 22Q: 3 clusters Score -2871243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2871238.750000 Penalty: 5219.108398
	Iteration 23Q: 3 clusters Score -2871239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2871243.250000 Penalty: 5219.108398
	Iteration 24Q: 3 clusters Score -2871243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2871236.750000 Penalty: 5219.108398
	Iteration 25Q: 3 clusters Score -2871237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2871238.250000 Penalty: 5219.108398
	Iteration 26Q: 3 clusters Score -2871238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2871243.250000 Penalty: 5219.108398
	Iteration 27Q: 3 clusters Score -2871243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2871244.500000 Penalty: 5219.108398
	Iteration 28Q: 3 clusters Score -2871244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2871244.000000 Penalty: 5219.108398
	Iteration 29Q: 3 clusters Score -2871244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2871245.500000 Penalty: 5219.108398
	Iteration 30Q: 3 clusters Score -2871246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2871242.000000 Penalty: 5219.108398
	Iteration 31Q: 3 clusters Score -2871242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2871242.000000 Penalty: 5219.108398
	Iteration 32F: 3 clusters Score -2871242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 3724 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 8667 members 
Entering Unmasked Estep 
Score: -142609600.000000 Penalty: 100099.648438
Splitting cluster 15 changes total score from -142595456.000000 to -142609600.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (27546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Entering Unmasked Estep 
Score: -2282083.500000 Penalty: 2535.456055
	Iteration 0F: 2 clusters Score -2282084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2263087.750000 Penalty: 5070.912109
	Iteration 0F: 3 clusters Score -2263088 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2269666.500000 Penalty: 5070.912109
	Iteration 1F: 3 clusters Score -2269666 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2270204.500000 Penalty: 5070.912109
	Iteration 2Q: 3 clusters Score -2270204 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2270751.250000 Penalty: 5070.912109
	Iteration 3Q: 3 clusters Score -2270751 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2271398.000000 Penalty: 5070.912109
	Iteration 4Q: 3 clusters Score -2271398 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2272321.500000 Penalty: 5070.912109
	Iteration 5F: 3 clusters Score -2272322 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2273578.250000 Penalty: 5070.912109
	Iteration 6F: 3 clusters Score -2273578 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2275129.750000 Penalty: 5070.912109
	Iteration 7F: 3 clusters Score -2275130 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2276726.000000 Penalty: 5070.912109
	Iteration 8F: 3 clusters Score -2276726 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2278049.000000 Penalty: 5070.912109
	Iteration 9F: 3 clusters Score -2278049 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2278881.750000 Penalty: 5070.912109
	Iteration 10Q: 3 clusters Score -2278882 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2279310.500000 Penalty: 5070.912109
	Iteration 11Q: 3 clusters Score -2279310 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2279516.000000 Penalty: 5070.912109
	Iteration 12Q: 3 clusters Score -2279516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2279640.750000 Penalty: 5070.912109
	Iteration 13Q: 3 clusters Score -2279641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2279701.000000 Penalty: 5070.912109
	Iteration 14Q: 3 clusters Score -2279701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2279742.750000 Penalty: 5070.912109
	Iteration 15Q: 3 clusters Score -2279743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2279766.250000 Penalty: 5070.912109
	Iteration 16Q: 3 clusters Score -2279766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2279787.250000 Penalty: 5070.912109
	Iteration 17Q: 3 clusters Score -2279787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2279807.250000 Penalty: 5070.912109
	Iteration 18Q: 3 clusters Score -2279807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2279809.750000 Penalty: 5070.912109
	Iteration 19Q: 3 clusters Score -2279810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2279814.250000 Penalty: 5070.912109
	Iteration 20F: 3 clusters Score -2279814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2279817.500000 Penalty: 5070.912109
	Iteration 21Q: 3 clusters Score -2279818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2279817.500000 Penalty: 5070.912109
	Iteration 22F: 3 clusters Score -2279818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -172061.406250 Penalty: 1904.798096
	Iteration 0F: 2 clusters Score -172061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -169292.234375 Penalty: 3809.596191
	Iteration 0F: 3 clusters Score -169292.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -169751.000000 Penalty: 3809.596191
	Iteration 1F: 3 clusters Score -169751 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -169898.390625 Penalty: 3809.596191
	Iteration 2F: 3 clusters Score -169898.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -169969.187500 Penalty: 3809.596191
	Iteration 3Q: 3 clusters Score -169969.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -170019.671875 Penalty: 3809.596191
	Iteration 4Q: 3 clusters Score -170019.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -170058.765625 Penalty: 3809.596191
	Iteration 5Q: 3 clusters Score -170058.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -170085.750000 Penalty: 3809.596191
	Iteration 6Q: 3 clusters Score -170085.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -170101.531250 Penalty: 3809.596191
	Iteration 7Q: 3 clusters Score -170101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -170112.906250 Penalty: 3809.596191
	Iteration 8Q: 3 clusters Score -170112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -170121.218750 Penalty: 3809.596191
	Iteration 9Q: 3 clusters Score -170121.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -170132.062500 Penalty: 3809.596191
	Iteration 10Q: 3 clusters Score -170132.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -170139.906250 Penalty: 3809.596191
	Iteration 11Q: 3 clusters Score -170139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -170142.468750 Penalty: 3809.596191
	Iteration 12Q: 3 clusters Score -170142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -170145.328125 Penalty: 3809.596191
	Iteration 13Q: 3 clusters Score -170145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -170146.890625 Penalty: 3809.596191
	Iteration 14Q: 3 clusters Score -170146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -170147.875000 Penalty: 3809.596191
	Iteration 15Q: 3 clusters Score -170147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -170148.546875 Penalty: 3809.596191
	Iteration 16Q: 3 clusters Score -170148.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -170148.546875 Penalty: 3809.596191
	Iteration 17F: 3 clusters Score -170148.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Entering Unmasked Estep 
Score: -960896.125000 Penalty: 2320.287598
	Iteration 0F: 2 clusters Score -960896.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -952152.500000 Penalty: 4640.575195
	Iteration 0F: 3 clusters Score -952152.5 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -954773.125000 Penalty: 4640.575195
	Iteration 1F: 3 clusters Score -954773.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -955064.500000 Penalty: 4640.575195
	Iteration 2F: 3 clusters Score -955064.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -955268.812500 Penalty: 4640.575195
	Iteration 3Q: 3 clusters Score -955268.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -955423.937500 Penalty: 4640.575195
	Iteration 4Q: 3 clusters Score -955423.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -955542.187500 Penalty: 4640.575195
	Iteration 5Q: 3 clusters Score -955542.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -955638.625000 Penalty: 4640.575195
	Iteration 6Q: 3 clusters Score -955638.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -955721.625000 Penalty: 4640.575195
	Iteration 7Q: 3 clusters Score -955721.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -955781.750000 Penalty: 4640.575195
	Iteration 8Q: 3 clusters Score -955781.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -955847.437500 Penalty: 4640.575195
	Iteration 9Q: 3 clusters Score -955847.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -955900.562500 Penalty: 4640.575195
	Iteration 10Q: 3 clusters Score -955900.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -955950.000000 Penalty: 4640.575195
	Iteration 11Q: 3 clusters Score -955950 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -956006.625000 Penalty: 4640.575195
	Iteration 12Q: 3 clusters Score -956006.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -956065.062500 Penalty: 4640.575195
	Iteration 13Q: 3 clusters Score -956065.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -956141.500000 Penalty: 4640.575195
	Iteration 14Q: 3 clusters Score -956141.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -956238.875000 Penalty: 4640.575195
	Iteration 15Q: 3 clusters Score -956238.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -956352.437500 Penalty: 4640.575195
	Iteration 16Q: 3 clusters Score -956352.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -956491.437500 Penalty: 4640.575195
	Iteration 17Q: 3 clusters Score -956491.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -956640.375000 Penalty: 4640.575195
	Iteration 18Q: 3 clusters Score -956640.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -956807.937500 Penalty: 4640.575195
	Iteration 19Q: 3 clusters Score -956807.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -956973.062500 Penalty: 4640.575195
	Iteration 20F: 3 clusters Score -956973.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -957165.812500 Penalty: 4640.575195
	Iteration 21Q: 3 clusters Score -957165.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -957342.125000 Penalty: 4640.575195
	Iteration 22Q: 3 clusters Score -957342.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -957501.062500 Penalty: 4640.575195
	Iteration 23Q: 3 clusters Score -957501.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -957649.812500 Penalty: 4640.575195
	Iteration 24Q: 3 clusters Score -957649.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -957773.125000 Penalty: 4640.575195
	Iteration 25Q: 3 clusters Score -957773.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -957876.062500 Penalty: 4640.575195
	Iteration 26Q: 3 clusters Score -957876.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -957971.250000 Penalty: 4640.575195
	Iteration 27Q: 3 clusters Score -957971.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -958071.687500 Penalty: 4640.575195
	Iteration 28Q: 3 clusters Score -958071.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -958175.125000 Penalty: 4640.575195
	Iteration 29Q: 3 clusters Score -958175.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -958260.312500 Penalty: 4640.575195
	Iteration 30Q: 3 clusters Score -958260.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -958334.000000 Penalty: 4640.575195
	Iteration 31Q: 3 clusters Score -958334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -958414.500000 Penalty: 4640.575195
	Iteration 32Q: 3 clusters Score -958414.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -958492.062500 Penalty: 4640.575195
	Iteration 33Q: 3 clusters Score -958492.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -958555.500000 Penalty: 4640.575195
	Iteration 34Q: 3 clusters Score -958555.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -958603.875000 Penalty: 4640.575195
	Iteration 35Q: 3 clusters Score -958603.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -958655.437500 Penalty: 4640.575195
	Iteration 36Q: 3 clusters Score -958655.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -958693.812500 Penalty: 4640.575195
	Iteration 37Q: 3 clusters Score -958693.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -958743.625000 Penalty: 4640.575195
	Iteration 38Q: 3 clusters Score -958743.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -958782.625000 Penalty: 4640.575195
	Iteration 39Q: 3 clusters Score -958782.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -958814.375000 Penalty: 4640.575195
	Iteration 40F: 3 clusters Score -958814.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -958835.687500 Penalty: 4640.575195
	Iteration 41Q: 3 clusters Score -958835.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -958854.000000 Penalty: 4640.575195
	Iteration 42Q: 3 clusters Score -958854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -958873.250000 Penalty: 4640.575195
	Iteration 43Q: 3 clusters Score -958873.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -958889.062500 Penalty: 4640.575195
	Iteration 44Q: 3 clusters Score -958889.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -958899.375000 Penalty: 4640.575195
	Iteration 45Q: 3 clusters Score -958899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -958906.062500 Penalty: 4640.575195
	Iteration 46Q: 3 clusters Score -958906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -958911.687500 Penalty: 4640.575195
	Iteration 47Q: 3 clusters Score -958911.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -958920.437500 Penalty: 4640.575195
	Iteration 48Q: 3 clusters Score -958920.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -958926.312500 Penalty: 4640.575195
	Iteration 49Q: 3 clusters Score -958926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -958930.562500 Penalty: 4640.575195
	Iteration 50Q: 3 clusters Score -958930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -958936.312500 Penalty: 4640.575195
	Iteration 51Q: 3 clusters Score -958936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -958940.187500 Penalty: 4640.575195
	Iteration 52Q: 3 clusters Score -958940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -958940.187500 Penalty: 4640.575195
	Iteration 53F: 3 clusters Score -958940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -277247.843750 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -277247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -273484.562500 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -273484.6 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -274365.000000 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -274365 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -274661.718750 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -274661.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -274925.906250 Penalty: 4078.386475
	Iteration 3F: 3 clusters Score -274925.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -275207.343750 Penalty: 4078.386475
	Iteration 4F: 3 clusters Score -275207.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -275542.687500 Penalty: 4078.386475
	Iteration 5F: 3 clusters Score -275542.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -275906.093750 Penalty: 4078.386475
	Iteration 6F: 3 clusters Score -275906.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -276262.093750 Penalty: 4078.386475
	Iteration 7F: 3 clusters Score -276262.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -276530.312500 Penalty: 4078.386475
	Iteration 8F: 3 clusters Score -276530.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -276763.093750 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -276763.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -276973.250000 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -276973.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -277119.156250 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -277119.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -277184.656250 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -277184.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -277218.687500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -277218.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -277242.625000 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -277242.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -277266.281250 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -277266.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -277285.437500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -277285.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -277302.218750 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -277302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -277319.156250 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -277319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -277326.156250 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -277326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -277332.937500 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -277332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -277337.031250 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -277337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -277338.187500 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -277338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -277338.187500 Penalty: 4078.386475
	Iteration 23F: 3 clusters Score -277338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 14210 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 8667 members 
Mstep: Class 29 contains 2592 members 
Entering Unmasked Estep 
Score: -142608240.000000 Penalty: 103674.632812
Splitting cluster 20 changes total score from -142595456.000000 to -142608240.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (26837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Entering Unmasked Estep 
Score: -2137483.500000 Penalty: 2528.989014
	Iteration 0F: 2 clusters Score -2137484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2118779.000000 Penalty: 5057.978027
	Iteration 0F: 3 clusters Score -2118779 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2125729.000000 Penalty: 5057.978027
	Iteration 1F: 3 clusters Score -2125729 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2126359.250000 Penalty: 5057.978027
	Iteration 2F: 3 clusters Score -2126359 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2126968.000000 Penalty: 5057.978027
	Iteration 3F: 3 clusters Score -2126968 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2127546.750000 Penalty: 5057.978027
	Iteration 4Q: 3 clusters Score -2127547 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2128112.000000 Penalty: 5057.978027
	Iteration 5Q: 3 clusters Score -2128112 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2128693.000000 Penalty: 5057.978027
	Iteration 6Q: 3 clusters Score -2128693 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2129240.000000 Penalty: 5057.978027
	Iteration 7Q: 3 clusters Score -2129240 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2129887.000000 Penalty: 5057.978027
	Iteration 8Q: 3 clusters Score -2129887 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2130719.250000 Penalty: 5057.978027
	Iteration 9Q: 3 clusters Score -2130719 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2131709.250000 Penalty: 5057.978027
	Iteration 10Q: 3 clusters Score -2131709 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2132586.750000 Penalty: 5057.978027
	Iteration 11Q: 3 clusters Score -2132587 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2133253.000000 Penalty: 5057.978027
	Iteration 12Q: 3 clusters Score -2133253 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2133630.750000 Penalty: 5057.978027
	Iteration 13Q: 3 clusters Score -2133631 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2133888.500000 Penalty: 5057.978027
	Iteration 14Q: 3 clusters Score -2133888 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2134038.250000 Penalty: 5057.978027
	Iteration 15Q: 3 clusters Score -2134038 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2134161.000000 Penalty: 5057.978027
	Iteration 16Q: 3 clusters Score -2134161 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2134244.500000 Penalty: 5057.978027
	Iteration 17Q: 3 clusters Score -2134244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2134340.500000 Penalty: 5057.978027
	Iteration 18Q: 3 clusters Score -2134340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2134406.500000 Penalty: 5057.978027
	Iteration 19Q: 3 clusters Score -2134406 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2134455.750000 Penalty: 5057.978027
	Iteration 20F: 3 clusters Score -2134456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2134509.000000 Penalty: 5057.978027
	Iteration 21Q: 3 clusters Score -2134509 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2134551.000000 Penalty: 5057.978027
	Iteration 22Q: 3 clusters Score -2134551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2134565.750000 Penalty: 5057.978027
	Iteration 23Q: 3 clusters Score -2134566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2134599.500000 Penalty: 5057.978027
	Iteration 24Q: 3 clusters Score -2134600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2134616.750000 Penalty: 5057.978027
	Iteration 25Q: 3 clusters Score -2134617 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2134635.000000 Penalty: 5057.978027
	Iteration 26Q: 3 clusters Score -2134635 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2134656.000000 Penalty: 5057.978027
	Iteration 27Q: 3 clusters Score -2134656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2134664.750000 Penalty: 5057.978027
	Iteration 28Q: 3 clusters Score -2134665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2134684.000000 Penalty: 5057.978027
	Iteration 29Q: 3 clusters Score -2134684 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2134705.750000 Penalty: 5057.978027
	Iteration 30Q: 3 clusters Score -2134706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2134714.250000 Penalty: 5057.978027
	Iteration 31Q: 3 clusters Score -2134714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2134734.000000 Penalty: 5057.978027
	Iteration 32Q: 3 clusters Score -2134734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2134745.750000 Penalty: 5057.978027
	Iteration 33Q: 3 clusters Score -2134746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2134752.000000 Penalty: 5057.978027
	Iteration 34Q: 3 clusters Score -2134752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2134769.500000 Penalty: 5057.978027
	Iteration 35Q: 3 clusters Score -2134770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2134789.750000 Penalty: 5057.978027
	Iteration 36Q: 3 clusters Score -2134790 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2134797.500000 Penalty: 5057.978027
	Iteration 37Q: 3 clusters Score -2134798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2134817.500000 Penalty: 5057.978027
	Iteration 38Q: 3 clusters Score -2134818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2134833.750000 Penalty: 5057.978027
	Iteration 39Q: 3 clusters Score -2134834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2134840.750000 Penalty: 5057.978027
	Iteration 40F: 3 clusters Score -2134841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2134862.250000 Penalty: 5057.978027
	Iteration 41Q: 3 clusters Score -2134862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2134880.750000 Penalty: 5057.978027
	Iteration 42Q: 3 clusters Score -2134881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2134898.000000 Penalty: 5057.978027
	Iteration 43Q: 3 clusters Score -2134898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2134912.500000 Penalty: 5057.978027
	Iteration 44Q: 3 clusters Score -2134912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2134932.000000 Penalty: 5057.978027
	Iteration 45Q: 3 clusters Score -2134932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2134951.000000 Penalty: 5057.978027
	Iteration 46Q: 3 clusters Score -2134951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2134960.500000 Penalty: 5057.978027
	Iteration 47Q: 3 clusters Score -2134960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2134976.500000 Penalty: 5057.978027
	Iteration 48Q: 3 clusters Score -2134976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2134990.000000 Penalty: 5057.978027
	Iteration 49Q: 3 clusters Score -2134990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2135007.500000 Penalty: 5057.978027
	Iteration 50Q: 3 clusters Score -2135008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2135026.250000 Penalty: 5057.978027
	Iteration 51Q: 3 clusters Score -2135026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2135034.000000 Penalty: 5057.978027
	Iteration 52Q: 3 clusters Score -2135034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2135047.250000 Penalty: 5057.978027
	Iteration 53Q: 3 clusters Score -2135047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2135065.750000 Penalty: 5057.978027
	Iteration 54Q: 3 clusters Score -2135066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2135076.750000 Penalty: 5057.978027
	Iteration 55Q: 3 clusters Score -2135077 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2135090.750000 Penalty: 5057.978027
	Iteration 56Q: 3 clusters Score -2135091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2135103.000000 Penalty: 5057.978027
	Iteration 57Q: 3 clusters Score -2135103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2135116.500000 Penalty: 5057.978027
	Iteration 58Q: 3 clusters Score -2135116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2135129.000000 Penalty: 5057.978027
	Iteration 59Q: 3 clusters Score -2135129 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2135137.500000 Penalty: 5057.978027
	Iteration 60F: 3 clusters Score -2135138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2135146.750000 Penalty: 5057.978027
	Iteration 61Q: 3 clusters Score -2135147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -2135162.750000 Penalty: 5057.978027
	Iteration 62Q: 3 clusters Score -2135163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2135170.250000 Penalty: 5057.978027
	Iteration 63Q: 3 clusters Score -2135170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2135175.500000 Penalty: 5057.978027
	Iteration 64Q: 3 clusters Score -2135176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2135182.500000 Penalty: 5057.978027
	Iteration 65Q: 3 clusters Score -2135182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2135190.000000 Penalty: 5057.978027
	Iteration 66Q: 3 clusters Score -2135190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2135201.750000 Penalty: 5057.978027
	Iteration 67Q: 3 clusters Score -2135202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2135206.000000 Penalty: 5057.978027
	Iteration 68Q: 3 clusters Score -2135206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2135209.500000 Penalty: 5057.978027
	Iteration 69Q: 3 clusters Score -2135210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2135215.250000 Penalty: 5057.978027
	Iteration 70Q: 3 clusters Score -2135215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -2135231.250000 Penalty: 5057.978027
	Iteration 71Q: 3 clusters Score -2135231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2135236.000000 Penalty: 5057.978027
	Iteration 72Q: 3 clusters Score -2135236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2135240.250000 Penalty: 5057.978027
	Iteration 73Q: 3 clusters Score -2135240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2135257.250000 Penalty: 5057.978027
	Iteration 74Q: 3 clusters Score -2135257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2135261.750000 Penalty: 5057.978027
	Iteration 75Q: 3 clusters Score -2135262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2135268.250000 Penalty: 5057.978027
	Iteration 76Q: 3 clusters Score -2135268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2135277.000000 Penalty: 5057.978027
	Iteration 77Q: 3 clusters Score -2135277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2135289.000000 Penalty: 5057.978027
	Iteration 78Q: 3 clusters Score -2135289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2135300.750000 Penalty: 5057.978027
	Iteration 79Q: 3 clusters Score -2135301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -2135319.250000 Penalty: 5057.978027
	Iteration 80F: 3 clusters Score -2135319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2135324.500000 Penalty: 5057.978027
	Iteration 81Q: 3 clusters Score -2135324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2135329.500000 Penalty: 5057.978027
	Iteration 82Q: 3 clusters Score -2135330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2135340.000000 Penalty: 5057.978027
	Iteration 83Q: 3 clusters Score -2135340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2135341.250000 Penalty: 5057.978027
	Iteration 84Q: 3 clusters Score -2135341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2135345.000000 Penalty: 5057.978027
	Iteration 85Q: 3 clusters Score -2135345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2135348.250000 Penalty: 5057.978027
	Iteration 86Q: 3 clusters Score -2135348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2135351.750000 Penalty: 5057.978027
	Iteration 87Q: 3 clusters Score -2135352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2135355.500000 Penalty: 5057.978027
	Iteration 88Q: 3 clusters Score -2135356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2135354.500000 Penalty: 5057.978027
	Iteration 89Q: 3 clusters Score -2135354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2135360.750000 Penalty: 5057.978027
	Iteration 90Q: 3 clusters Score -2135361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2135361.500000 Penalty: 5057.978027
	Iteration 91Q: 3 clusters Score -2135362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -2135359.250000 Penalty: 5057.978027
	Iteration 92Q: 3 clusters Score -2135359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2135360.750000 Penalty: 5057.978027
	Iteration 93Q: 3 clusters Score -2135361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2135364.000000 Penalty: 5057.978027
	Iteration 94Q: 3 clusters Score -2135364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -2135366.500000 Penalty: 5057.978027
	Iteration 95Q: 3 clusters Score -2135366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2135364.500000 Penalty: 5057.978027
	Iteration 96Q: 3 clusters Score -2135364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2135369.500000 Penalty: 5057.978027
	Iteration 97Q: 3 clusters Score -2135370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2135373.000000 Penalty: 5057.978027
	Iteration 98Q: 3 clusters Score -2135373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2135369.750000 Penalty: 5057.978027
	Iteration 99Q: 3 clusters Score -2135370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2135377.250000 Penalty: 5057.978027
	Iteration 100F: 3 clusters Score -2135377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2135378.500000 Penalty: 5057.978027
	Iteration 101Q: 3 clusters Score -2135378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -2135378.000000 Penalty: 5057.978027
	Iteration 102Q: 3 clusters Score -2135378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2135377.750000 Penalty: 5057.978027
	Iteration 103Q: 3 clusters Score -2135378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2135382.750000 Penalty: 5057.978027
	Iteration 104Q: 3 clusters Score -2135383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -2135386.250000 Penalty: 5057.978027
	Iteration 105Q: 3 clusters Score -2135386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -2135391.500000 Penalty: 5057.978027
	Iteration 106Q: 3 clusters Score -2135392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2135390.750000 Penalty: 5057.978027
	Iteration 107Q: 3 clusters Score -2135391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2135390.250000 Penalty: 5057.978027
	Iteration 108Q: 3 clusters Score -2135390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2135395.000000 Penalty: 5057.978027
	Iteration 109Q: 3 clusters Score -2135395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2135398.250000 Penalty: 5057.978027
	Iteration 110Q: 3 clusters Score -2135398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2135395.750000 Penalty: 5057.978027
	Iteration 111Q: 3 clusters Score -2135396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -2135400.750000 Penalty: 5057.978027
	Iteration 112Q: 3 clusters Score -2135401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2135408.250000 Penalty: 5057.978027
	Iteration 113Q: 3 clusters Score -2135408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2135406.000000 Penalty: 5057.978027
	Iteration 114Q: 3 clusters Score -2135406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2135409.750000 Penalty: 5057.978027
	Iteration 115Q: 3 clusters Score -2135410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2135411.000000 Penalty: 5057.978027
	Iteration 116Q: 3 clusters Score -2135411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2135410.250000 Penalty: 5057.978027
	Iteration 117Q: 3 clusters Score -2135410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2135413.500000 Penalty: 5057.978027
	Iteration 118Q: 3 clusters Score -2135414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2135415.000000 Penalty: 5057.978027
	Iteration 119Q: 3 clusters Score -2135415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2135412.750000 Penalty: 5057.978027
	Iteration 120F: 3 clusters Score -2135413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -2135418.000000 Penalty: 5057.978027
	Iteration 121Q: 3 clusters Score -2135418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2135418.500000 Penalty: 5057.978027
	Iteration 122Q: 3 clusters Score -2135418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -2135422.000000 Penalty: 5057.978027
	Iteration 123Q: 3 clusters Score -2135422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2135421.250000 Penalty: 5057.978027
	Iteration 124Q: 3 clusters Score -2135421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2135424.500000 Penalty: 5057.978027
	Iteration 125Q: 3 clusters Score -2135424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2135427.250000 Penalty: 5057.978027
	Iteration 126Q: 3 clusters Score -2135427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2135427.250000 Penalty: 5057.978027
	Iteration 127Q: 3 clusters Score -2135427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2135430.000000 Penalty: 5057.978027
	Iteration 128Q: 3 clusters Score -2135430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2135429.250000 Penalty: 5057.978027
	Iteration 129Q: 3 clusters Score -2135429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2135431.250000 Penalty: 5057.978027
	Iteration 130Q: 3 clusters Score -2135431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2135429.000000 Penalty: 5057.978027
	Iteration 131Q: 3 clusters Score -2135429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2135433.250000 Penalty: 5057.978027
	Iteration 132Q: 3 clusters Score -2135433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2135437.750000 Penalty: 5057.978027
	Iteration 133Q: 3 clusters Score -2135438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -2135441.000000 Penalty: 5057.978027
	Iteration 134Q: 3 clusters Score -2135441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2135442.000000 Penalty: 5057.978027
	Iteration 135Q: 3 clusters Score -2135442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2135440.500000 Penalty: 5057.978027
	Iteration 136Q: 3 clusters Score -2135440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2135441.750000 Penalty: 5057.978027
	Iteration 137Q: 3 clusters Score -2135442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2135439.000000 Penalty: 5057.978027
	Iteration 138Q: 3 clusters Score -2135439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2135445.000000 Penalty: 5057.978027
	Iteration 139Q: 3 clusters Score -2135445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2135447.500000 Penalty: 5057.978027
	Iteration 140F: 3 clusters Score -2135448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2135448.000000 Penalty: 5057.978027
	Iteration 141Q: 3 clusters Score -2135448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2135453.000000 Penalty: 5057.978027
	Iteration 142Q: 3 clusters Score -2135453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2135451.750000 Penalty: 5057.978027
	Iteration 143Q: 3 clusters Score -2135452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2135456.500000 Penalty: 5057.978027
	Iteration 144Q: 3 clusters Score -2135456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2135459.500000 Penalty: 5057.978027
	Iteration 145Q: 3 clusters Score -2135460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2135456.500000 Penalty: 5057.978027
	Iteration 146Q: 3 clusters Score -2135456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2135463.000000 Penalty: 5057.978027
	Iteration 147Q: 3 clusters Score -2135463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2135464.500000 Penalty: 5057.978027
	Iteration 148Q: 3 clusters Score -2135464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2135469.500000 Penalty: 5057.978027
	Iteration 149Q: 3 clusters Score -2135470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2135469.750000 Penalty: 5057.978027
	Iteration 150Q: 3 clusters Score -2135470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -2135469.750000 Penalty: 5057.978027
	Iteration 151Q: 3 clusters Score -2135470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -2135470.000000 Penalty: 5057.978027
	Iteration 152Q: 3 clusters Score -2135470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2135471.500000 Penalty: 5057.978027
	Iteration 153Q: 3 clusters Score -2135472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2135475.750000 Penalty: 5057.978027
	Iteration 154Q: 3 clusters Score -2135476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2135475.000000 Penalty: 5057.978027
	Iteration 155Q: 3 clusters Score -2135475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2135472.500000 Penalty: 5057.978027
	Iteration 156Q: 3 clusters Score -2135472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -2135476.000000 Penalty: 5057.978027
	Iteration 157Q: 3 clusters Score -2135476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -2135480.500000 Penalty: 5057.978027
	Iteration 158Q: 3 clusters Score -2135480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -2135479.750000 Penalty: 5057.978027
	Iteration 159Q: 3 clusters Score -2135480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -2135480.750000 Penalty: 5057.978027
	Iteration 160F: 3 clusters Score -2135481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2135480.500000 Penalty: 5057.978027
	Iteration 161Q: 3 clusters Score -2135480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2135482.000000 Penalty: 5057.978027
	Iteration 162Q: 3 clusters Score -2135482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -2135482.750000 Penalty: 5057.978027
	Iteration 163Q: 3 clusters Score -2135483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2135483.500000 Penalty: 5057.978027
	Iteration 164Q: 3 clusters Score -2135484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2135487.500000 Penalty: 5057.978027
	Iteration 165Q: 3 clusters Score -2135488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2135489.750000 Penalty: 5057.978027
	Iteration 166Q: 3 clusters Score -2135490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2135489.250000 Penalty: 5057.978027
	Iteration 167Q: 3 clusters Score -2135489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2135492.500000 Penalty: 5057.978027
	Iteration 168Q: 3 clusters Score -2135492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -2135492.000000 Penalty: 5057.978027
	Iteration 169Q: 3 clusters Score -2135492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -2135493.000000 Penalty: 5057.978027
	Iteration 170Q: 3 clusters Score -2135493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2135488.500000 Penalty: 5057.978027
	Iteration 171Q: 3 clusters Score -2135488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2135493.750000 Penalty: 5057.978027
	Iteration 172Q: 3 clusters Score -2135494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2135494.750000 Penalty: 5057.978027
	Iteration 173Q: 3 clusters Score -2135495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2135494.750000 Penalty: 5057.978027
	Iteration 174Q: 3 clusters Score -2135495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2135494.750000 Penalty: 5057.978027
	Iteration 175Q: 3 clusters Score -2135495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2135496.500000 Penalty: 5057.978027
	Iteration 176Q: 3 clusters Score -2135496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2135496.500000 Penalty: 5057.978027
	Iteration 177Q: 3 clusters Score -2135496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2135496.500000 Penalty: 5057.978027
	Iteration 178F: 3 clusters Score -2135496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Entering Unmasked Estep 
Score: -1069435.750000 Penalty: 2371.301758
	Iteration 0F: 2 clusters Score -1069436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1059098.875000 Penalty: 4742.603516
	Iteration 0F: 3 clusters Score -1059099 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1062980.875000 Penalty: 4742.603516
	Iteration 1F: 3 clusters Score -1062981 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1065530.875000 Penalty: 4742.603516
	Iteration 2F: 3 clusters Score -1065531 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1068848.500000 Penalty: 4742.603516
	Iteration 3F: 3 clusters Score -1068848 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1071769.500000 Penalty: 4742.603516
	Iteration 4F: 3 clusters Score -1071770 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1073426.625000 Penalty: 4742.603516
	Iteration 5F: 3 clusters Score -1073427 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1074236.750000 Penalty: 4742.603516
	Iteration 6Q: 3 clusters Score -1074237 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1074650.750000 Penalty: 4742.603516
	Iteration 7Q: 3 clusters Score -1074651 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1074810.500000 Penalty: 4742.603516
	Iteration 8Q: 3 clusters Score -1074810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1074864.125000 Penalty: 4742.603516
	Iteration 9Q: 3 clusters Score -1074864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1074886.000000 Penalty: 4742.603516
	Iteration 10Q: 3 clusters Score -1074886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1074902.500000 Penalty: 4742.603516
	Iteration 11Q: 3 clusters Score -1074902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1074904.625000 Penalty: 4742.603516
	Iteration 12Q: 3 clusters Score -1074905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1074917.750000 Penalty: 4742.603516
	Iteration 13Q: 3 clusters Score -1074918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1074920.875000 Penalty: 4742.603516
	Iteration 14Q: 3 clusters Score -1074921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1074930.625000 Penalty: 4742.603516
	Iteration 15Q: 3 clusters Score -1074931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1074932.125000 Penalty: 4742.603516
	Iteration 16Q: 3 clusters Score -1074932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1074935.375000 Penalty: 4742.603516
	Iteration 17Q: 3 clusters Score -1074935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1074937.750000 Penalty: 4742.603516
	Iteration 18Q: 3 clusters Score -1074938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1074939.875000 Penalty: 4742.603516
	Iteration 19Q: 3 clusters Score -1074940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1074939.875000 Penalty: 4742.603516
	Iteration 20F: 3 clusters Score -1074940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 8667 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 2218 members 
Entering Unmasked Estep 
Score: -142613120.000000 Penalty: 107249.625000
Splitting cluster 22 changes total score from -142595456.000000 to -142613120.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -322998.062500 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -322998.1 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 2479 members 
Entering Unmasked Estep 
Score: -318511.406250 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -318511.4 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -319755.062500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -319755.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -320116.375000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -320116.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -320622.406250 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -320622.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -321529.000000 Penalty: 4224.527832
	Iteration 4F: 3 clusters Score -321529 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -322705.343750 Penalty: 4224.527832
	Iteration 5F: 3 clusters Score -322705.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -323477.468750 Penalty: 4224.527832
	Iteration 6F: 3 clusters Score -323477.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -323830.406250 Penalty: 4224.527832
	Iteration 7F: 3 clusters Score -323830.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -324009.156250 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -324009.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -324133.437500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -324133.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -324227.218750 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -324227.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -324306.250000 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -324306.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -324362.687500 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -324362.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -324407.125000 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -324407.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -324440.312500 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -324440.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -324468.500000 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -324468.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -324495.843750 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -324495.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -324525.031250 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -324525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -324554.187500 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -324554.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -324569.500000 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -324569.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -324585.093750 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -324585.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -324604.687500 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -324604.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -324626.031250 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -324626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -324649.781250 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -324649.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -324664.437500 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -324664.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -324677.968750 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -324678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -324694.750000 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -324694.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -324715.718750 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -324715.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -324735.125000 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -324735.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -324753.250000 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -324753.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -324780.437500 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -324780.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -324809.187500 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -324809.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -324841.437500 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -324841.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -324876.843750 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -324876.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -324911.375000 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -324911.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -324960.250000 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -324960.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -325000.343750 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -325000.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -325030.687500 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -325030.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -325054.625000 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -325054.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -325075.718750 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -325075.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -325091.593750 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -325091.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -325116.031250 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -325116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -325141.312500 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -325141.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -325178.343750 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -325178.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -325236.812500 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -325236.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -325378.312500 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -325378.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325693.875000 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -325693.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -325870.125000 Penalty: 4224.527832
	Iteration 47Q: 3 clusters Score -325870.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -325956.156250 Penalty: 4224.527832
	Iteration 48Q: 3 clusters Score -325956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -325967.687500 Penalty: 4224.527832
	Iteration 49Q: 3 clusters Score -325967.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -325972.093750 Penalty: 4224.527832
	Iteration 50Q: 3 clusters Score -325972.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -325972.625000 Penalty: 4224.527832
	Iteration 51Q: 3 clusters Score -325972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -325972.625000 Penalty: 4224.527832
	Iteration 52F: 3 clusters Score -325972.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 254173 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 8667 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 1150 members 
Entering Unmasked Estep 
Score: -142614992.000000 Penalty: 110824.609375
Splitting cluster 23 changes total score from -142595456.000000 to -142614992.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (254173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254173 members 
Entering Unmasked Estep 
Score: -20514798.000000 Penalty: 3086.551025
	Iteration 0F: 2 clusters Score -2.05148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127163 members 
Mstep: Class 2 contains 127010 members 
Entering Unmasked Estep 
Score: -20344356.000000 Penalty: 6173.102051
	Iteration 0F: 3 clusters Score -2.034436e+07 nChanged 122510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 126940 members 
Entering Unmasked Estep 
Score: -20416036.000000 Penalty: 6173.102051
	Iteration 1F: 3 clusters Score -2.041604e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127395 members 
Mstep: Class 2 contains 126778 members 
Entering Unmasked Estep 
Score: -20417094.000000 Penalty: 6173.102051
	Iteration 2Q: 3 clusters Score -2.041709e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -20418026.000000 Penalty: 6173.102051
	Iteration 3Q: 3 clusters Score -2.041803e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128316 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -20419130.000000 Penalty: 6173.102051
	Iteration 4Q: 3 clusters Score -2.041913e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129333 members 
Mstep: Class 2 contains 124840 members 
Entering Unmasked Estep 
Score: -20420498.000000 Penalty: 6173.102051
	Iteration 5Q: 3 clusters Score -2.04205e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131109 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -20421926.000000 Penalty: 6173.102051
	Iteration 6Q: 3 clusters Score -2.042193e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 120111 members 
Entering Unmasked Estep 
Score: -20424078.000000 Penalty: 6173.102051
	Iteration 7Q: 3 clusters Score -2.042408e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138713 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -20427182.000000 Penalty: 6173.102051
	Iteration 8Q: 3 clusters Score -2.042718e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145475 members 
Mstep: Class 2 contains 108698 members 
Entering Unmasked Estep 
Score: -20431380.000000 Penalty: 6173.102051
	Iteration 9Q: 3 clusters Score -2.043138e+07 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -20438074.000000 Penalty: 6173.102051
	Iteration 10Q: 3 clusters Score -2.043807e+07 nChanged 14750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -20448264.000000 Penalty: 6173.102051
	Iteration 11F: 3 clusters Score -2.044826e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179732 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -20461240.000000 Penalty: 6173.102051
	Iteration 12F: 3 clusters Score -2.046124e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191985 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -20474242.000000 Penalty: 6173.102051
	Iteration 13F: 3 clusters Score -2.047424e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201702 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -20483996.000000 Penalty: 6173.102051
	Iteration 14F: 3 clusters Score -2.0484e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209086 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -20490794.000000 Penalty: 6173.102051
	Iteration 15Q: 3 clusters Score -2.049079e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215035 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -20495530.000000 Penalty: 6173.102051
	Iteration 16Q: 3 clusters Score -2.049553e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220117 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -20499614.000000 Penalty: 6173.102051
	Iteration 17Q: 3 clusters Score -2.049961e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224339 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -20502996.000000 Penalty: 6173.102051
	Iteration 18Q: 3 clusters Score -2.0503e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227907 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -20506086.000000 Penalty: 6173.102051
	Iteration 19Q: 3 clusters Score -2.050609e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230746 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -20508374.000000 Penalty: 6173.102051
	Iteration 20F: 3 clusters Score -2.050837e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232874 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -20510070.000000 Penalty: 6173.102051
	Iteration 21Q: 3 clusters Score -2.051007e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234589 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -20511424.000000 Penalty: 6173.102051
	Iteration 22Q: 3 clusters Score -2.051142e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236028 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -20512330.000000 Penalty: 6173.102051
	Iteration 23Q: 3 clusters Score -2.051233e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237226 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -20513338.000000 Penalty: 6173.102051
	Iteration 24Q: 3 clusters Score -2.051334e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238240 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -20514368.000000 Penalty: 6173.102051
	Iteration 25Q: 3 clusters Score -2.051437e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239079 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -20515250.000000 Penalty: 6173.102051
	Iteration 26Q: 3 clusters Score -2.051525e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239760 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -20516272.000000 Penalty: 6173.102051
	Iteration 27Q: 3 clusters Score -2.051627e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240223 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -20516900.000000 Penalty: 6173.102051
	Iteration 28Q: 3 clusters Score -2.05169e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240557 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -20517118.000000 Penalty: 6173.102051
	Iteration 29Q: 3 clusters Score -2.051712e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240822 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -20517286.000000 Penalty: 6173.102051
	Iteration 30Q: 3 clusters Score -2.051729e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240991 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -20517342.000000 Penalty: 6173.102051
	Iteration 31Q: 3 clusters Score -2.051734e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241111 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -20517374.000000 Penalty: 6173.102051
	Iteration 32Q: 3 clusters Score -2.051737e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241225 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -20517390.000000 Penalty: 6173.102051
	Iteration 33Q: 3 clusters Score -2.051739e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241305 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -20517374.000000 Penalty: 6173.102051
	Iteration 34Q: 3 clusters Score -2.051737e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241368 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -20517402.000000 Penalty: 6173.102051
	Iteration 35Q: 3 clusters Score -2.05174e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241443 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -20517404.000000 Penalty: 6173.102051
	Iteration 36Q: 3 clusters Score -2.05174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241499 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -20517404.000000 Penalty: 6173.102051
	Iteration 37Q: 3 clusters Score -2.05174e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241535 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -20517412.000000 Penalty: 6173.102051
	Iteration 38Q: 3 clusters Score -2.051741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241554 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -20517410.000000 Penalty: 6173.102051
	Iteration 39Q: 3 clusters Score -2.051741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241571 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -20517404.000000 Penalty: 6173.102051
	Iteration 40F: 3 clusters Score -2.05174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241573 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -20517392.000000 Penalty: 6173.102051
	Iteration 41Q: 3 clusters Score -2.051739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241586 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -20517382.000000 Penalty: 6173.102051
	Iteration 42Q: 3 clusters Score -2.051738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241588 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -20517390.000000 Penalty: 6173.102051
	Iteration 43Q: 3 clusters Score -2.051739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241592 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -20517372.000000 Penalty: 6173.102051
	Iteration 44Q: 3 clusters Score -2.051737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241597 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -20517394.000000 Penalty: 6173.102051
	Iteration 45Q: 3 clusters Score -2.051739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241600 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -20517388.000000 Penalty: 6173.102051
	Iteration 46Q: 3 clusters Score -2.051739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241602 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -20517396.000000 Penalty: 6173.102051
	Iteration 47Q: 3 clusters Score -2.05174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241603 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -20517398.000000 Penalty: 6173.102051
	Iteration 48Q: 3 clusters Score -2.05174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241604 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -20517390.000000 Penalty: 6173.102051
	Iteration 49Q: 3 clusters Score -2.051739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241604 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -20517390.000000 Penalty: 6173.102051
	Iteration 50F: 3 clusters Score -2.051739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 6851 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 38935 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 241604 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 1164 members 
Mstep: Class 28 contains 8667 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 2218 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 12569 members 
Entering Unmasked Estep 
Score: -142616080.000000 Penalty: 114399.593750
Splitting cluster 24 changes total score from -142595456.000000 to -142616080.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 1528 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 3404 members 
Mstep: Class 7 contains 511209 members 
Mstep: Class 8 contains 15096 members 
Mstep: Class 9 contains 21545 members 
Mstep: Class 10 contains 603289 members 
Mstep: Class 11 contains 84808 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 27546 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 1132 members 
Mstep: Class 21 contains 26837 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 241604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142626736.000000 Penalty: 114399.593750
Iteration 39Q: 33 clusters Score -1.426267e+08 nChanged 35821
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 18228 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 493513 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 21525 members 
Mstep: Class 10 contains 618699 members 
Mstep: Class 11 contains 84892 members 
Mstep: Class 12 contains 5613 members 
Mstep: Class 13 contains 55971 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 28683 members 
Mstep: Class 16 contains 27777 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 38050 members 
Mstep: Class 19 contains 11339 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 26794 members 
Mstep: Class 22 contains 11856 members 
Mstep: Class 23 contains 3881 members 
Mstep: Class 24 contains 241971 members 
Mstep: Class 25 contains 23463 members 
Mstep: Class 26 contains 6728 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 2138 members 
Mstep: Class 31 contains 1150 members 
Mstep: Class 32 contains 12530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142637600.000000 Penalty: 114399.593750
Iteration 40F: 33 clusters Score -1.426376e+08 nChanged 31555
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 18262 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 474714 members 
Mstep: Class 8 contains 16061 members 
Mstep: Class 9 contains 21347 members 
Mstep: Class 10 contains 633308 members 
Mstep: Class 11 contains 84759 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 57985 members 
Mstep: Class 14 contains 7049 members 
Mstep: Class 15 contains 28555 members 
Mstep: Class 16 contains 28045 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 11104 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 26567 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 241386 members 
Mstep: Class 25 contains 24736 members 
Mstep: Class 26 contains 7226 members 
Mstep: Class 27 contains 1131 members 
Mstep: Class 28 contains 8186 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 2188 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142644864.000000 Penalty: 114399.593750
Iteration 41Q: 33 clusters Score -1.426449e+08 nChanged 26967
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 3324 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 18320 members 
Mstep: Class 6 contains 4650 members 
Mstep: Class 7 contains 456244 members 
Mstep: Class 8 contains 16247 members 
Mstep: Class 9 contains 21198 members 
Mstep: Class 10 contains 647885 members 
Mstep: Class 11 contains 84715 members 
Mstep: Class 12 contains 5125 members 
Mstep: Class 13 contains 59930 members 
Mstep: Class 14 contains 7431 members 
Mstep: Class 15 contains 28475 members 
Mstep: Class 16 contains 28306 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 38503 members 
Mstep: Class 19 contains 10895 members 
Mstep: Class 20 contains 1077 members 
Mstep: Class 21 contains 26391 members 
Mstep: Class 22 contains 11681 members 
Mstep: Class 23 contains 3800 members 
Mstep: Class 24 contains 241147 members 
Mstep: Class 25 contains 25728 members 
Mstep: Class 26 contains 7578 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 8072 members 
Mstep: Class 29 contains 2606 members 
Mstep: Class 30 contains 2183 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 13475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142650592.000000 Penalty: 114399.593750
Iteration 42Q: 33 clusters Score -1.426506e+08 nChanged 25513
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 3409 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 1596 members 
Mstep: Class 5 contains 18367 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 437842 members 
Mstep: Class 8 contains 16401 members 
Mstep: Class 9 contains 21090 members 
Mstep: Class 10 contains 662766 members 
Mstep: Class 11 contains 84634 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 61793 members 
Mstep: Class 14 contains 7771 members 
Mstep: Class 15 contains 28418 members 
Mstep: Class 16 contains 28490 members 
Mstep: Class 17 contains 2287 members 
Mstep: Class 18 contains 38542 members 
Mstep: Class 19 contains 10709 members 
Mstep: Class 20 contains 1064 members 
Mstep: Class 21 contains 26206 members 
Mstep: Class 22 contains 11647 members 
Mstep: Class 23 contains 3820 members 
Mstep: Class 24 contains 240930 members 
Mstep: Class 25 contains 26659 members 
Mstep: Class 26 contains 7905 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 7983 members 
Mstep: Class 29 contains 2621 members 
Mstep: Class 30 contains 2166 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 13882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142655968.000000 Penalty: 114399.593750
Iteration 43Q: 33 clusters Score -1.42656e+08 nChanged 25109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 1639 members 
Mstep: Class 5 contains 18415 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 419105 members 
Mstep: Class 8 contains 16479 members 
Mstep: Class 9 contains 20985 members 
Mstep: Class 10 contains 678127 members 
Mstep: Class 11 contains 84559 members 
Mstep: Class 12 contains 4606 members 
Mstep: Class 13 contains 63723 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 15 contains 28374 members 
Mstep: Class 16 contains 28635 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 38539 members 
Mstep: Class 19 contains 10565 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 26019 members 
Mstep: Class 22 contains 11630 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 240718 members 
Mstep: Class 25 contains 27486 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 1121 members 
Mstep: Class 28 contains 7930 members 
Mstep: Class 29 contains 2630 members 
Mstep: Class 30 contains 2139 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 14292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142662016.000000 Penalty: 114399.593750
Iteration 44Q: 33 clusters Score -1.42662e+08 nChanged 25143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 18443 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 399972 members 
Mstep: Class 8 contains 16564 members 
Mstep: Class 9 contains 20867 members 
Mstep: Class 10 contains 693993 members 
Mstep: Class 11 contains 84482 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 65708 members 
Mstep: Class 14 contains 8497 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 28770 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 38478 members 
Mstep: Class 19 contains 10417 members 
Mstep: Class 20 contains 1047 members 
Mstep: Class 21 contains 25824 members 
Mstep: Class 22 contains 11625 members 
Mstep: Class 23 contains 3845 members 
Mstep: Class 24 contains 240466 members 
Mstep: Class 25 contains 28338 members 
Mstep: Class 26 contains 8466 members 
Mstep: Class 27 contains 1096 members 
Mstep: Class 28 contains 7874 members 
Mstep: Class 29 contains 2637 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 14703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142669504.000000 Penalty: 114399.593750
Iteration 45Q: 33 clusters Score -1.426695e+08 nChanged 25047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 1716 members 
Mstep: Class 5 contains 18404 members 
Mstep: Class 6 contains 5512 members 
Mstep: Class 7 contains 380746 members 
Mstep: Class 8 contains 16628 members 
Mstep: Class 9 contains 20763 members 
Mstep: Class 10 contains 710129 members 
Mstep: Class 11 contains 84404 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 13 contains 67725 members 
Mstep: Class 14 contains 8836 members 
Mstep: Class 15 contains 28322 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 38374 members 
Mstep: Class 19 contains 10275 members 
Mstep: Class 20 contains 1044 members 
Mstep: Class 21 contains 25607 members 
Mstep: Class 22 contains 11612 members 
Mstep: Class 23 contains 3866 members 
Mstep: Class 24 contains 240144 members 
Mstep: Class 25 contains 29248 members 
Mstep: Class 26 contains 8605 members 
Mstep: Class 27 contains 1073 members 
Mstep: Class 28 contains 7829 members 
Mstep: Class 29 contains 2646 members 
Mstep: Class 30 contains 2091 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 15111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142677280.000000 Penalty: 114399.593750
Iteration 46Q: 33 clusters Score -1.426773e+08 nChanged 24983
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 3619 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 18357 members 
Mstep: Class 6 contains 5670 members 
Mstep: Class 7 contains 361575 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 20665 members 
Mstep: Class 10 contains 726593 members 
Mstep: Class 11 contains 84333 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 69783 members 
Mstep: Class 14 contains 9136 members 
Mstep: Class 15 contains 28310 members 
Mstep: Class 16 contains 29044 members 
Mstep: Class 17 contains 2444 members 
Mstep: Class 18 contains 38228 members 
Mstep: Class 19 contains 10139 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 25402 members 
Mstep: Class 22 contains 11599 members 
Mstep: Class 23 contains 3890 members 
Mstep: Class 24 contains 239777 members 
Mstep: Class 25 contains 29927 members 
Mstep: Class 26 contains 8636 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 7790 members 
Mstep: Class 29 contains 2655 members 
Mstep: Class 30 contains 2065 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 15468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142684880.000000 Penalty: 114399.593750
Iteration 47Q: 33 clusters Score -1.426849e+08 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 3650 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 18287 members 
Mstep: Class 6 contains 5815 members 
Mstep: Class 7 contains 343351 members 
Mstep: Class 8 contains 16783 members 
Mstep: Class 9 contains 20580 members 
Mstep: Class 10 contains 742370 members 
Mstep: Class 11 contains 84271 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 71846 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 28287 members 
Mstep: Class 16 contains 29170 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 38069 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 25202 members 
Mstep: Class 22 contains 11592 members 
Mstep: Class 23 contains 3934 members 
Mstep: Class 24 contains 239331 members 
Mstep: Class 25 contains 30450 members 
Mstep: Class 26 contains 8647 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 7757 members 
Mstep: Class 29 contains 2657 members 
Mstep: Class 30 contains 2052 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 15803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142690816.000000 Penalty: 114399.593750
Iteration 48Q: 33 clusters Score -1.426908e+08 nChanged 22395
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 3688 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 18250 members 
Mstep: Class 6 contains 5955 members 
Mstep: Class 7 contains 326821 members 
Mstep: Class 8 contains 16871 members 
Mstep: Class 9 contains 20505 members 
Mstep: Class 10 contains 756755 members 
Mstep: Class 11 contains 84244 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 73879 members 
Mstep: Class 14 contains 9724 members 
Mstep: Class 15 contains 28251 members 
Mstep: Class 16 contains 29268 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 37861 members 
Mstep: Class 19 contains 9897 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 24947 members 
Mstep: Class 22 contains 11591 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 238745 members 
Mstep: Class 25 contains 30821 members 
Mstep: Class 26 contains 8641 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 2658 members 
Mstep: Class 30 contains 2034 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 16156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142695984.000000 Penalty: 114399.593750
Iteration 49Q: 33 clusters Score -1.42696e+08 nChanged 20317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 3724 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 18239 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 312046 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 20433 members 
Mstep: Class 10 contains 769518 members 
Mstep: Class 11 contains 84264 members 
Mstep: Class 12 contains 4336 members 
Mstep: Class 13 contains 75938 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 28219 members 
Mstep: Class 16 contains 29402 members 
Mstep: Class 17 contains 2562 members 
Mstep: Class 18 contains 37660 members 
Mstep: Class 19 contains 9799 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 24649 members 
Mstep: Class 22 contains 11589 members 
Mstep: Class 23 contains 3983 members 
Mstep: Class 24 contains 238210 members 
Mstep: Class 25 contains 31047 members 
Mstep: Class 26 contains 8629 members 
Mstep: Class 27 contains 1059 members 
Mstep: Class 28 contains 7716 members 
Mstep: Class 29 contains 2660 members 
Mstep: Class 30 contains 2016 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 16452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142699296.000000 Penalty: 114399.593750
Iteration 50Q: 33 clusters Score -1.426993e+08 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 3758 members 
Mstep: Class 3 contains 3940 members 
Mstep: Class 4 contains 1889 members 
Mstep: Class 5 contains 18268 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 298850 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 20359 members 
Mstep: Class 10 contains 780650 members 
Mstep: Class 11 contains 84336 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 78043 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 28191 members 
Mstep: Class 16 contains 29521 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 37459 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 24354 members 
Mstep: Class 22 contains 11584 members 
Mstep: Class 23 contains 4014 members 
Mstep: Class 24 contains 237718 members 
Mstep: Class 25 contains 31210 members 
Mstep: Class 26 contains 8612 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 7699 members 
Mstep: Class 29 contains 2662 members 
Mstep: Class 30 contains 2004 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 16725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142702608.000000 Penalty: 114399.593750
Iteration 51Q: 33 clusters Score -1.427026e+08 nChanged 17052
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 1910 members 
Mstep: Class 5 contains 18305 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 286917 members 
Mstep: Class 8 contains 17066 members 
Mstep: Class 9 contains 20309 members 
Mstep: Class 10 contains 790762 members 
Mstep: Class 11 contains 84338 members 
Mstep: Class 12 contains 4346 members 
Mstep: Class 13 contains 80150 members 
Mstep: Class 14 contains 10455 members 
Mstep: Class 15 contains 28162 members 
Mstep: Class 16 contains 29646 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 37236 members 
Mstep: Class 19 contains 9651 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 24056 members 
Mstep: Class 22 contains 11578 members 
Mstep: Class 23 contains 4016 members 
Mstep: Class 24 contains 237155 members 
Mstep: Class 25 contains 31345 members 
Mstep: Class 26 contains 8591 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 7680 members 
Mstep: Class 29 contains 2664 members 
Mstep: Class 30 contains 1996 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 16996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142704512.000000 Penalty: 114399.593750
Iteration 52Q: 33 clusters Score -1.427045e+08 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 1938 members 
Mstep: Class 5 contains 18362 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 276023 members 
Mstep: Class 8 contains 17131 members 
Mstep: Class 9 contains 20249 members 
Mstep: Class 10 contains 799781 members 
Mstep: Class 11 contains 84388 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 82253 members 
Mstep: Class 14 contains 10682 members 
Mstep: Class 15 contains 28124 members 
Mstep: Class 16 contains 29776 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 37015 members 
Mstep: Class 19 contains 9600 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 23768 members 
Mstep: Class 22 contains 11566 members 
Mstep: Class 23 contains 4031 members 
Mstep: Class 24 contains 236622 members 
Mstep: Class 25 contains 31434 members 
Mstep: Class 26 contains 8576 members 
Mstep: Class 27 contains 1103 members 
Mstep: Class 28 contains 7661 members 
Mstep: Class 29 contains 2666 members 
Mstep: Class 30 contains 1987 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 17260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142706032.000000 Penalty: 114399.593750
Iteration 53Q: 33 clusters Score -1.42706e+08 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 1964 members 
Mstep: Class 5 contains 18436 members 
Mstep: Class 6 contains 6551 members 
Mstep: Class 7 contains 266107 members 
Mstep: Class 8 contains 17142 members 
Mstep: Class 9 contains 20191 members 
Mstep: Class 10 contains 807861 members 
Mstep: Class 11 contains 84425 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 84401 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 28092 members 
Mstep: Class 16 contains 29909 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 36809 members 
Mstep: Class 19 contains 9582 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 23509 members 
Mstep: Class 22 contains 11555 members 
Mstep: Class 23 contains 4039 members 
Mstep: Class 24 contains 236081 members 
Mstep: Class 25 contains 31528 members 
Mstep: Class 26 contains 8555 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 7650 members 
Mstep: Class 29 contains 2668 members 
Mstep: Class 30 contains 1978 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 17480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142707968.000000 Penalty: 114399.593750
Iteration 54Q: 33 clusters Score -1.42708e+08 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 3854 members 
Mstep: Class 3 contains 3968 members 
Mstep: Class 4 contains 1981 members 
Mstep: Class 5 contains 18533 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 257135 members 
Mstep: Class 8 contains 17121 members 
Mstep: Class 9 contains 20159 members 
Mstep: Class 10 contains 814907 members 
Mstep: Class 11 contains 84446 members 
Mstep: Class 12 contains 4372 members 
Mstep: Class 13 contains 86577 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 28063 members 
Mstep: Class 16 contains 29999 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 36618 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 23305 members 
Mstep: Class 22 contains 11544 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 235612 members 
Mstep: Class 25 contains 31609 members 
Mstep: Class 26 contains 8540 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 7638 members 
Mstep: Class 29 contains 2671 members 
Mstep: Class 30 contains 1970 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 17693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142709360.000000 Penalty: 114399.593750
Iteration 55Q: 33 clusters Score -1.427094e+08 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 18631 members 
Mstep: Class 6 contains 6733 members 
Mstep: Class 7 contains 249155 members 
Mstep: Class 8 contains 17078 members 
Mstep: Class 9 contains 20121 members 
Mstep: Class 10 contains 821020 members 
Mstep: Class 11 contains 84513 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 13 contains 88578 members 
Mstep: Class 14 contains 11120 members 
Mstep: Class 15 contains 28026 members 
Mstep: Class 16 contains 30075 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 36448 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 23124 members 
Mstep: Class 22 contains 11538 members 
Mstep: Class 23 contains 4052 members 
Mstep: Class 24 contains 235249 members 
Mstep: Class 25 contains 31690 members 
Mstep: Class 26 contains 8503 members 
Mstep: Class 27 contains 1149 members 
Mstep: Class 28 contains 7623 members 
Mstep: Class 29 contains 2670 members 
Mstep: Class 30 contains 1963 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 17873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142709696.000000 Penalty: 114399.593750
Iteration 56Q: 33 clusters Score -1.427097e+08 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 18751 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 7 contains 241985 members 
Mstep: Class 8 contains 17063 members 
Mstep: Class 9 contains 20088 members 
Mstep: Class 10 contains 826540 members 
Mstep: Class 11 contains 84601 members 
Mstep: Class 12 contains 4382 members 
Mstep: Class 13 contains 90363 members 
Mstep: Class 14 contains 11225 members 
Mstep: Class 15 contains 27956 members 
Mstep: Class 16 contains 30139 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 36274 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 22954 members 
Mstep: Class 22 contains 11530 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 234869 members 
Mstep: Class 25 contains 31766 members 
Mstep: Class 26 contains 8477 members 
Mstep: Class 27 contains 1161 members 
Mstep: Class 28 contains 7605 members 
Mstep: Class 29 contains 2672 members 
Mstep: Class 30 contains 1959 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142710048.000000 Penalty: 114399.593750
Iteration 57Q: 33 clusters Score -1.4271e+08 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 18889 members 
Mstep: Class 6 contains 6952 members 
Mstep: Class 7 contains 235611 members 
Mstep: Class 8 contains 17030 members 
Mstep: Class 9 contains 20058 members 
Mstep: Class 10 contains 831382 members 
Mstep: Class 11 contains 84701 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 91993 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 27877 members 
Mstep: Class 16 contains 30179 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 36126 members 
Mstep: Class 19 contains 9645 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 22788 members 
Mstep: Class 22 contains 11521 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 234513 members 
Mstep: Class 25 contains 31795 members 
Mstep: Class 26 contains 8440 members 
Mstep: Class 27 contains 1170 members 
Mstep: Class 28 contains 7583 members 
Mstep: Class 29 contains 2673 members 
Mstep: Class 30 contains 1957 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142710272.000000 Penalty: 114399.593750
Iteration 58Q: 33 clusters Score -1.427103e+08 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 19045 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 230004 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 20028 members 
Mstep: Class 10 contains 835590 members 
Mstep: Class 11 contains 84795 members 
Mstep: Class 12 contains 4386 members 
Mstep: Class 13 contains 93435 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 27793 members 
Mstep: Class 16 contains 30219 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 35943 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 22639 members 
Mstep: Class 22 contains 11509 members 
Mstep: Class 23 contains 4081 members 
Mstep: Class 24 contains 234229 members 
Mstep: Class 25 contains 31819 members 
Mstep: Class 26 contains 8410 members 
Mstep: Class 27 contains 1176 members 
Mstep: Class 28 contains 7566 members 
Mstep: Class 29 contains 2675 members 
Mstep: Class 30 contains 1954 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142710912.000000 Penalty: 114399.593750
Iteration 59Q: 33 clusters Score -1.427109e+08 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 19197 members 
Mstep: Class 6 contains 7252 members 
Mstep: Class 7 contains 225022 members 
Mstep: Class 8 contains 16918 members 
Mstep: Class 9 contains 20004 members 
Mstep: Class 10 contains 839385 members 
Mstep: Class 11 contains 84886 members 
Mstep: Class 12 contains 4388 members 
Mstep: Class 13 contains 94617 members 
Mstep: Class 14 contains 11543 members 
Mstep: Class 15 contains 27669 members 
Mstep: Class 16 contains 30248 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 35782 members 
Mstep: Class 19 contains 9745 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 22504 members 
Mstep: Class 22 contains 11507 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 233979 members 
Mstep: Class 25 contains 31822 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 7544 members 
Mstep: Class 29 contains 2676 members 
Mstep: Class 30 contains 1947 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142710896.000000 Penalty: 114399.593750
Iteration 60F: 33 clusters Score -1.427109e+08 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 2116 members 
Mstep: Class 5 contains 19357 members 
Mstep: Class 6 contains 7436 members 
Mstep: Class 7 contains 220536 members 
Mstep: Class 8 contains 16861 members 
Mstep: Class 9 contains 19959 members 
Mstep: Class 10 contains 842939 members 
Mstep: Class 11 contains 84959 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 95574 members 
Mstep: Class 14 contains 11663 members 
Mstep: Class 15 contains 27521 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 35619 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 22361 members 
Mstep: Class 22 contains 11505 members 
Mstep: Class 23 contains 4096 members 
Mstep: Class 24 contains 233740 members 
Mstep: Class 25 contains 31825 members 
Mstep: Class 26 contains 8370 members 
Mstep: Class 27 contains 1189 members 
Mstep: Class 28 contains 7510 members 
Mstep: Class 29 contains 2676 members 
Mstep: Class 30 contains 1940 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142711456.000000 Penalty: 114399.593750
Iteration 61Q: 33 clusters Score -1.427115e+08 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 3975 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 19516 members 
Mstep: Class 6 contains 7658 members 
Mstep: Class 7 contains 216534 members 
Mstep: Class 8 contains 16753 members 
Mstep: Class 9 contains 19925 members 
Mstep: Class 10 contains 846158 members 
Mstep: Class 11 contains 85034 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 96336 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 27377 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 35448 members 
Mstep: Class 19 contains 9827 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 22248 members 
Mstep: Class 22 contains 11490 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 233520 members 
Mstep: Class 25 contains 31843 members 
Mstep: Class 26 contains 8347 members 
Mstep: Class 27 contains 1200 members 
Mstep: Class 28 contains 7464 members 
Mstep: Class 29 contains 2678 members 
Mstep: Class 30 contains 1937 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142711120.000000 Penalty: 114399.593750
Iteration 62Q: 33 clusters Score -1.427111e+08 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 3991 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 19661 members 
Mstep: Class 6 contains 7904 members 
Mstep: Class 7 contains 213015 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 9 contains 19894 members 
Mstep: Class 10 contains 849052 members 
Mstep: Class 11 contains 85104 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 96973 members 
Mstep: Class 14 contains 11916 members 
Mstep: Class 15 contains 27185 members 
Mstep: Class 16 contains 30309 members 
Mstep: Class 17 contains 2908 members 
Mstep: Class 18 contains 35281 members 
Mstep: Class 19 contains 9872 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 22134 members 
Mstep: Class 22 contains 11478 members 
Mstep: Class 23 contains 4088 members 
Mstep: Class 24 contains 233344 members 
Mstep: Class 25 contains 31867 members 
Mstep: Class 26 contains 8317 members 
Mstep: Class 27 contains 1213 members 
Mstep: Class 28 contains 7424 members 
Mstep: Class 29 contains 2679 members 
Mstep: Class 30 contains 1934 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142711360.000000 Penalty: 114399.593750
Iteration 63Q: 33 clusters Score -1.427114e+08 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 2201 members 
Mstep: Class 5 contains 19804 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 209969 members 
Mstep: Class 8 contains 16573 members 
Mstep: Class 9 contains 19840 members 
Mstep: Class 10 contains 851489 members 
Mstep: Class 11 contains 85144 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 97490 members 
Mstep: Class 14 contains 12052 members 
Mstep: Class 15 contains 26927 members 
Mstep: Class 16 contains 30350 members 
Mstep: Class 17 contains 2934 members 
Mstep: Class 18 contains 35139 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 22028 members 
Mstep: Class 22 contains 11469 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 233268 members 
Mstep: Class 25 contains 31893 members 
Mstep: Class 26 contains 8289 members 
Mstep: Class 27 contains 1218 members 
Mstep: Class 28 contains 7376 members 
Mstep: Class 29 contains 2679 members 
Mstep: Class 30 contains 1931 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142711552.000000 Penalty: 114399.593750
Iteration 64Q: 33 clusters Score -1.427116e+08 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 4040 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 19961 members 
Mstep: Class 6 contains 8562 members 
Mstep: Class 7 contains 207321 members 
Mstep: Class 8 contains 16477 members 
Mstep: Class 9 contains 19798 members 
Mstep: Class 10 contains 853566 members 
Mstep: Class 11 contains 85180 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 97937 members 
Mstep: Class 14 contains 12234 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 30376 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 34998 members 
Mstep: Class 19 contains 9964 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 21917 members 
Mstep: Class 22 contains 11466 members 
Mstep: Class 23 contains 4102 members 
Mstep: Class 24 contains 233220 members 
Mstep: Class 25 contains 31923 members 
Mstep: Class 26 contains 8258 members 
Mstep: Class 27 contains 1228 members 
Mstep: Class 28 contains 7307 members 
Mstep: Class 29 contains 2679 members 
Mstep: Class 30 contains 1923 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 18947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142711936.000000 Penalty: 114399.593750
Iteration 65Q: 33 clusters Score -1.427119e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 4078 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 2251 members 
Mstep: Class 5 contains 20089 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 204950 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 19745 members 
Mstep: Class 10 contains 855589 members 
Mstep: Class 11 contains 85196 members 
Mstep: Class 12 contains 4409 members 
Mstep: Class 13 contains 98200 members 
Mstep: Class 14 contains 12485 members 
Mstep: Class 15 contains 26216 members 
Mstep: Class 16 contains 30424 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 34894 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 21769 members 
Mstep: Class 22 contains 11455 members 
Mstep: Class 23 contains 4123 members 
Mstep: Class 24 contains 233157 members 
Mstep: Class 25 contains 31939 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 1239 members 
Mstep: Class 28 contains 7201 members 
Mstep: Class 29 contains 2680 members 
Mstep: Class 30 contains 1920 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142712208.000000 Penalty: 114399.593750
Iteration 66Q: 33 clusters Score -1.427122e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4117 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 20194 members 
Mstep: Class 6 contains 9514 members 
Mstep: Class 7 contains 202882 members 
Mstep: Class 8 contains 16278 members 
Mstep: Class 9 contains 19696 members 
Mstep: Class 10 contains 857413 members 
Mstep: Class 11 contains 85207 members 
Mstep: Class 12 contains 4411 members 
Mstep: Class 13 contains 98330 members 
Mstep: Class 14 contains 12798 members 
Mstep: Class 15 contains 25641 members 
Mstep: Class 16 contains 30449 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 34784 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 1043 members 
Mstep: Class 21 contains 21638 members 
Mstep: Class 22 contains 11442 members 
Mstep: Class 23 contains 4146 members 
Mstep: Class 24 contains 233161 members 
Mstep: Class 25 contains 31952 members 
Mstep: Class 26 contains 8216 members 
Mstep: Class 27 contains 1258 members 
Mstep: Class 28 contains 7086 members 
Mstep: Class 29 contains 2683 members 
Mstep: Class 30 contains 1914 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142712896.000000 Penalty: 114399.593750
Iteration 67Q: 33 clusters Score -1.427129e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 20314 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 201017 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 19640 members 
Mstep: Class 10 contains 859133 members 
Mstep: Class 11 contains 85211 members 
Mstep: Class 12 contains 4415 members 
Mstep: Class 13 contains 98379 members 
Mstep: Class 14 contains 13183 members 
Mstep: Class 15 contains 24944 members 
Mstep: Class 16 contains 30477 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 34695 members 
Mstep: Class 19 contains 10065 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 21475 members 
Mstep: Class 22 contains 11435 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 233181 members 
Mstep: Class 25 contains 31933 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 1271 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 2687 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142714144.000000 Penalty: 114399.593750
Iteration 68Q: 33 clusters Score -1.427141e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 199430 members 
Mstep: Class 8 contains 16028 members 
Mstep: Class 9 contains 19588 members 
Mstep: Class 10 contains 860665 members 
Mstep: Class 11 contains 85218 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 98360 members 
Mstep: Class 14 contains 13622 members 
Mstep: Class 15 contains 24238 members 
Mstep: Class 16 contains 30500 members 
Mstep: Class 17 contains 3130 members 
Mstep: Class 18 contains 34620 members 
Mstep: Class 19 contains 10098 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 21308 members 
Mstep: Class 22 contains 11415 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 233189 members 
Mstep: Class 25 contains 31924 members 
Mstep: Class 26 contains 8122 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 6782 members 
Mstep: Class 29 contains 2692 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142715552.000000 Penalty: 114399.593750
Iteration 69Q: 33 clusters Score -1.427156e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 11294 members 
Mstep: Class 7 contains 198078 members 
Mstep: Class 8 contains 15920 members 
Mstep: Class 9 contains 19550 members 
Mstep: Class 10 contains 862031 members 
Mstep: Class 11 contains 85235 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 13 contains 98290 members 
Mstep: Class 14 contains 14005 members 
Mstep: Class 15 contains 23532 members 
Mstep: Class 16 contains 30511 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 34538 members 
Mstep: Class 19 contains 10129 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 21120 members 
Mstep: Class 22 contains 11402 members 
Mstep: Class 23 contains 4233 members 
Mstep: Class 24 contains 233184 members 
Mstep: Class 25 contains 31948 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 6659 members 
Mstep: Class 29 contains 2700 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142716864.000000 Penalty: 114399.593750
Iteration 70Q: 33 clusters Score -1.427169e+08 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 20564 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 196867 members 
Mstep: Class 8 contains 15817 members 
Mstep: Class 9 contains 19523 members 
Mstep: Class 10 contains 863294 members 
Mstep: Class 11 contains 85246 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 13 contains 98196 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 22855 members 
Mstep: Class 16 contains 30529 members 
Mstep: Class 17 contains 3192 members 
Mstep: Class 18 contains 34470 members 
Mstep: Class 19 contains 10160 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 20948 members 
Mstep: Class 22 contains 11381 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 233158 members 
Mstep: Class 25 contains 31949 members 
Mstep: Class 26 contains 8039 members 
Mstep: Class 27 contains 1307 members 
Mstep: Class 28 contains 6585 members 
Mstep: Class 29 contains 2720 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142718304.000000 Penalty: 114399.593750
Iteration 71Q: 33 clusters Score -1.427183e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 4575 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 20606 members 
Mstep: Class 6 contains 12254 members 
Mstep: Class 7 contains 195828 members 
Mstep: Class 8 contains 15742 members 
Mstep: Class 9 contains 19493 members 
Mstep: Class 10 contains 864411 members 
Mstep: Class 11 contains 85258 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 98106 members 
Mstep: Class 14 contains 14555 members 
Mstep: Class 15 contains 22193 members 
Mstep: Class 16 contains 30543 members 
Mstep: Class 17 contains 3219 members 
Mstep: Class 18 contains 34409 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 20824 members 
Mstep: Class 22 contains 11376 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 233137 members 
Mstep: Class 25 contains 31941 members 
Mstep: Class 26 contains 8023 members 
Mstep: Class 27 contains 1319 members 
Mstep: Class 28 contains 6530 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 1896 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142719104.000000 Penalty: 114399.593750
Iteration 72Q: 33 clusters Score -1.427191e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 20655 members 
Mstep: Class 6 contains 12611 members 
Mstep: Class 7 contains 194931 members 
Mstep: Class 8 contains 15698 members 
Mstep: Class 9 contains 19467 members 
Mstep: Class 10 contains 865406 members 
Mstep: Class 11 contains 85261 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 98021 members 
Mstep: Class 14 contains 14736 members 
Mstep: Class 15 contains 21648 members 
Mstep: Class 16 contains 30561 members 
Mstep: Class 17 contains 3240 members 
Mstep: Class 18 contains 34346 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 20685 members 
Mstep: Class 22 contains 11377 members 
Mstep: Class 23 contains 4350 members 
Mstep: Class 24 contains 233147 members 
Mstep: Class 25 contains 31919 members 
Mstep: Class 26 contains 8023 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 6491 members 
Mstep: Class 29 contains 2792 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 1154 members 
Mstep: Class 32 contains 19333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142720128.000000 Penalty: 114399.593750
Iteration 73Q: 33 clusters Score -1.427201e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 20717 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 194168 members 
Mstep: Class 8 contains 15639 members 
Mstep: Class 9 contains 19443 members 
Mstep: Class 10 contains 866339 members 
Mstep: Class 11 contains 85245 members 
Mstep: Class 12 contains 4434 members 
Mstep: Class 13 contains 97935 members 
Mstep: Class 14 contains 14860 members 
Mstep: Class 15 contains 21217 members 
Mstep: Class 16 contains 30583 members 
Mstep: Class 17 contains 3266 members 
Mstep: Class 18 contains 34294 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 20555 members 
Mstep: Class 22 contains 11389 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 233113 members 
Mstep: Class 25 contains 31905 members 
Mstep: Class 26 contains 8027 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 6462 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 1888 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721264.000000 Penalty: 114399.593750
Iteration 74Q: 33 clusters Score -1.427213e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 13011 members 
Mstep: Class 7 contains 193464 members 
Mstep: Class 8 contains 15610 members 
Mstep: Class 9 contains 19416 members 
Mstep: Class 10 contains 867242 members 
Mstep: Class 11 contains 85221 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 97837 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 20932 members 
Mstep: Class 16 contains 30599 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 34238 members 
Mstep: Class 19 contains 10279 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 20422 members 
Mstep: Class 22 contains 11406 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 233083 members 
Mstep: Class 25 contains 31917 members 
Mstep: Class 26 contains 8024 members 
Mstep: Class 27 contains 1352 members 
Mstep: Class 28 contains 6445 members 
Mstep: Class 29 contains 2888 members 
Mstep: Class 30 contains 1887 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721120.000000 Penalty: 114399.593750
Iteration 75Q: 33 clusters Score -1.427211e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 2403 members 
Mstep: Class 5 contains 20809 members 
Mstep: Class 6 contains 13074 members 
Mstep: Class 7 contains 192883 members 
Mstep: Class 8 contains 15582 members 
Mstep: Class 9 contains 19397 members 
Mstep: Class 10 contains 868027 members 
Mstep: Class 11 contains 85207 members 
Mstep: Class 12 contains 4439 members 
Mstep: Class 13 contains 97733 members 
Mstep: Class 14 contains 15038 members 
Mstep: Class 15 contains 20749 members 
Mstep: Class 16 contains 30607 members 
Mstep: Class 17 contains 3327 members 
Mstep: Class 18 contains 34202 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 20270 members 
Mstep: Class 22 contains 11428 members 
Mstep: Class 23 contains 4293 members 
Mstep: Class 24 contains 233041 members 
Mstep: Class 25 contains 31898 members 
Mstep: Class 26 contains 8021 members 
Mstep: Class 27 contains 1361 members 
Mstep: Class 28 contains 6434 members 
Mstep: Class 29 contains 2952 members 
Mstep: Class 30 contains 1888 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142720960.000000 Penalty: 114399.593750
Iteration 76Q: 33 clusters Score -1.42721e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2414 members 
Mstep: Class 5 contains 20849 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 192319 members 
Mstep: Class 8 contains 15578 members 
Mstep: Class 9 contains 19382 members 
Mstep: Class 10 contains 868786 members 
Mstep: Class 11 contains 85201 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 97635 members 
Mstep: Class 14 contains 15122 members 
Mstep: Class 15 contains 20637 members 
Mstep: Class 16 contains 30624 members 
Mstep: Class 17 contains 3338 members 
Mstep: Class 18 contains 34166 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 20095 members 
Mstep: Class 22 contains 11441 members 
Mstep: Class 23 contains 4285 members 
Mstep: Class 24 contains 232992 members 
Mstep: Class 25 contains 31885 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 1375 members 
Mstep: Class 28 contains 6425 members 
Mstep: Class 29 contains 3044 members 
Mstep: Class 30 contains 1888 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721216.000000 Penalty: 114399.593750
Iteration 77Q: 33 clusters Score -1.427212e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 2423 members 
Mstep: Class 5 contains 20888 members 
Mstep: Class 6 contains 12960 members 
Mstep: Class 7 contains 191802 members 
Mstep: Class 8 contains 15571 members 
Mstep: Class 9 contains 19371 members 
Mstep: Class 10 contains 869439 members 
Mstep: Class 11 contains 85206 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 97554 members 
Mstep: Class 14 contains 15214 members 
Mstep: Class 15 contains 20583 members 
Mstep: Class 16 contains 30636 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 34140 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 19942 members 
Mstep: Class 22 contains 11456 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 232935 members 
Mstep: Class 25 contains 31869 members 
Mstep: Class 26 contains 8015 members 
Mstep: Class 27 contains 1392 members 
Mstep: Class 28 contains 6421 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 1890 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142721264.000000 Penalty: 114399.593750
Iteration 78Q: 33 clusters Score -1.427213e+08 nChanged 1629
Entering ConstructFrom: 
Score: -142721264.000000 Penalty: 114399.593750
Entering ConstructFrom: 
Trying to split cluster 1 (35797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Entering Unmasked Estep 
Score: -2811317.250000 Penalty: 2600.433594
	Iteration 0F: 2 clusters Score -2811317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2787037.750000 Penalty: 5200.867188
	Iteration 0F: 3 clusters Score -2787038 nChanged 16334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2796004.750000 Penalty: 5200.867188
	Iteration 1F: 3 clusters Score -2796005 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2796596.000000 Penalty: 5200.867188
	Iteration 2Q: 3 clusters Score -2796596 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2797129.750000 Penalty: 5200.867188
	Iteration 3Q: 3 clusters Score -2797130 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2797817.250000 Penalty: 5200.867188
	Iteration 4Q: 3 clusters Score -2797817 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2798660.500000 Penalty: 5200.867188
	Iteration 5Q: 3 clusters Score -2798660 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2799678.250000 Penalty: 5200.867188
	Iteration 6F: 3 clusters Score -2799678 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2800868.750000 Penalty: 5200.867188
	Iteration 7F: 3 clusters Score -2800869 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2802127.250000 Penalty: 5200.867188
	Iteration 8F: 3 clusters Score -2802127 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2803279.250000 Penalty: 5200.867188
	Iteration 9F: 3 clusters Score -2803279 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2804156.250000 Penalty: 5200.867188
	Iteration 10Q: 3 clusters Score -2804156 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2804736.250000 Penalty: 5200.867188
	Iteration 11Q: 3 clusters Score -2804736 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2805097.500000 Penalty: 5200.867188
	Iteration 12Q: 3 clusters Score -2805098 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2805339.000000 Penalty: 5200.867188
	Iteration 13Q: 3 clusters Score -2805339 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2805537.500000 Penalty: 5200.867188
	Iteration 14Q: 3 clusters Score -2805538 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2805722.750000 Penalty: 5200.867188
	Iteration 15Q: 3 clusters Score -2805723 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -2805882.500000 Penalty: 5200.867188
	Iteration 16Q: 3 clusters Score -2805882 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2806044.500000 Penalty: 5200.867188
	Iteration 17Q: 3 clusters Score -2806044 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2806243.500000 Penalty: 5200.867188
	Iteration 18Q: 3 clusters Score -2806244 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2806441.250000 Penalty: 5200.867188
	Iteration 19Q: 3 clusters Score -2806441 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2806653.750000 Penalty: 5200.867188
	Iteration 20F: 3 clusters Score -2806654 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2806857.000000 Penalty: 5200.867188
	Iteration 21Q: 3 clusters Score -2806857 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2807065.250000 Penalty: 5200.867188
	Iteration 22Q: 3 clusters Score -2807065 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2807280.250000 Penalty: 5200.867188
	Iteration 23Q: 3 clusters Score -2807280 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2807519.000000 Penalty: 5200.867188
	Iteration 24Q: 3 clusters Score -2807519 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2807714.250000 Penalty: 5200.867188
	Iteration 25Q: 3 clusters Score -2807714 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -2807895.000000 Penalty: 5200.867188
	Iteration 26Q: 3 clusters Score -2807895 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2808027.000000 Penalty: 5200.867188
	Iteration 27Q: 3 clusters Score -2808027 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -2808150.500000 Penalty: 5200.867188
	Iteration 28Q: 3 clusters Score -2808150 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -2808275.750000 Penalty: 5200.867188
	Iteration 29Q: 3 clusters Score -2808276 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2808379.500000 Penalty: 5200.867188
	Iteration 30Q: 3 clusters Score -2808380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -2808456.000000 Penalty: 5200.867188
	Iteration 31Q: 3 clusters Score -2808456 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2808509.750000 Penalty: 5200.867188
	Iteration 32Q: 3 clusters Score -2808510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -2808571.750000 Penalty: 5200.867188
	Iteration 33Q: 3 clusters Score -2808572 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -2808624.500000 Penalty: 5200.867188
	Iteration 34Q: 3 clusters Score -2808624 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2808687.000000 Penalty: 5200.867188
	Iteration 35Q: 3 clusters Score -2808687 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -2808740.500000 Penalty: 5200.867188
	Iteration 36Q: 3 clusters Score -2808740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -2808780.750000 Penalty: 5200.867188
	Iteration 37Q: 3 clusters Score -2808781 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -2808824.250000 Penalty: 5200.867188
	Iteration 38Q: 3 clusters Score -2808824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -2808851.250000 Penalty: 5200.867188
	Iteration 39Q: 3 clusters Score -2808851 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -2808901.250000 Penalty: 5200.867188
	Iteration 40F: 3 clusters Score -2808901 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -2808956.250000 Penalty: 5200.867188
	Iteration 41Q: 3 clusters Score -2808956 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -2809006.000000 Penalty: 5200.867188
	Iteration 42Q: 3 clusters Score -2809006 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -2809052.250000 Penalty: 5200.867188
	Iteration 43Q: 3 clusters Score -2809052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -2809092.750000 Penalty: 5200.867188
	Iteration 44Q: 3 clusters Score -2809093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -2809139.000000 Penalty: 5200.867188
	Iteration 45Q: 3 clusters Score -2809139 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -2809174.250000 Penalty: 5200.867188
	Iteration 46Q: 3 clusters Score -2809174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -2809212.250000 Penalty: 5200.867188
	Iteration 47Q: 3 clusters Score -2809212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -2809247.000000 Penalty: 5200.867188
	Iteration 48Q: 3 clusters Score -2809247 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -2809271.500000 Penalty: 5200.867188
	Iteration 49Q: 3 clusters Score -2809272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -2809297.500000 Penalty: 5200.867188
	Iteration 50Q: 3 clusters Score -2809298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -2809339.000000 Penalty: 5200.867188
	Iteration 51Q: 3 clusters Score -2809339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -2809359.500000 Penalty: 5200.867188
	Iteration 52Q: 3 clusters Score -2809360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -2809389.750000 Penalty: 5200.867188
	Iteration 53Q: 3 clusters Score -2809390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -2809411.250000 Penalty: 5200.867188
	Iteration 54Q: 3 clusters Score -2809411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -2809425.000000 Penalty: 5200.867188
	Iteration 55Q: 3 clusters Score -2809425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -2809435.000000 Penalty: 5200.867188
	Iteration 56Q: 3 clusters Score -2809435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -2809445.000000 Penalty: 5200.867188
	Iteration 57Q: 3 clusters Score -2809445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -2809469.750000 Penalty: 5200.867188
	Iteration 58Q: 3 clusters Score -2809470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -2809474.500000 Penalty: 5200.867188
	Iteration 59Q: 3 clusters Score -2809474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -2809476.000000 Penalty: 5200.867188
	Iteration 60F: 3 clusters Score -2809476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -2809491.250000 Penalty: 5200.867188
	Iteration 61Q: 3 clusters Score -2809491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -2809512.500000 Penalty: 5200.867188
	Iteration 62Q: 3 clusters Score -2809512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -2809528.250000 Penalty: 5200.867188
	Iteration 63Q: 3 clusters Score -2809528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -2809538.250000 Penalty: 5200.867188
	Iteration 64Q: 3 clusters Score -2809538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -2809546.750000 Penalty: 5200.867188
	Iteration 65Q: 3 clusters Score -2809547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -2809548.250000 Penalty: 5200.867188
	Iteration 66Q: 3 clusters Score -2809548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -2809548.250000 Penalty: 5200.867188
	Iteration 67Q: 3 clusters Score -2809548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -2809551.000000 Penalty: 5200.867188
	Iteration 68Q: 3 clusters Score -2809551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -2809557.750000 Penalty: 5200.867188
	Iteration 69Q: 3 clusters Score -2809558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -2809559.250000 Penalty: 5200.867188
	Iteration 70Q: 3 clusters Score -2809559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -2809558.500000 Penalty: 5200.867188
	Iteration 71Q: 3 clusters Score -2809558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -2809563.250000 Penalty: 5200.867188
	Iteration 72Q: 3 clusters Score -2809563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -2809566.750000 Penalty: 5200.867188
	Iteration 73Q: 3 clusters Score -2809567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -2809569.500000 Penalty: 5200.867188
	Iteration 74Q: 3 clusters Score -2809570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -2809572.500000 Penalty: 5200.867188
	Iteration 75Q: 3 clusters Score -2809572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -2809570.000000 Penalty: 5200.867188
	Iteration 76Q: 3 clusters Score -2809570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2809563.000000 Penalty: 5200.867188
	Iteration 77Q: 3 clusters Score -2809563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -2809563.000000 Penalty: 5200.867188
	Iteration 78Q: 3 clusters Score -2809563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -2809564.500000 Penalty: 5200.867188
	Iteration 79Q: 3 clusters Score -2809564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -2809566.250000 Penalty: 5200.867188
	Iteration 80F: 3 clusters Score -2809566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -2809569.250000 Penalty: 5200.867188
	Iteration 81Q: 3 clusters Score -2809569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -2809569.250000 Penalty: 5200.867188
	Iteration 82F: 3 clusters Score -2809569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -378180.593750 Penalty: 2111.369629
	Iteration 0F: 2 clusters Score -378180.6 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 2478 members 
Entering Unmasked Estep 
Score: -373704.281250 Penalty: 4222.739258
	Iteration 0F: 3 clusters Score -373704.3 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -374884.593750 Penalty: 4222.739258
	Iteration 1F: 3 clusters Score -374884.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -375264.625000 Penalty: 4222.739258
	Iteration 2F: 3 clusters Score -375264.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -375650.125000 Penalty: 4222.739258
	Iteration 3F: 3 clusters Score -375650.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -376017.843750 Penalty: 4222.739258
	Iteration 4F: 3 clusters Score -376017.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -376298.593750 Penalty: 4222.739258
	Iteration 5F: 3 clusters Score -376298.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -376516.750000 Penalty: 4222.739258
	Iteration 6Q: 3 clusters Score -376516.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -376662.062500 Penalty: 4222.739258
	Iteration 7Q: 3 clusters Score -376662.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -376741.031250 Penalty: 4222.739258
	Iteration 8Q: 3 clusters Score -376741 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -376775.531250 Penalty: 4222.739258
	Iteration 9Q: 3 clusters Score -376775.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -376791.156250 Penalty: 4222.739258
	Iteration 10Q: 3 clusters Score -376791.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -376800.781250 Penalty: 4222.739258
	Iteration 11Q: 3 clusters Score -376800.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -376806.937500 Penalty: 4222.739258
	Iteration 12Q: 3 clusters Score -376806.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -376812.093750 Penalty: 4222.739258
	Iteration 13Q: 3 clusters Score -376812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -376815.125000 Penalty: 4222.739258
	Iteration 14Q: 3 clusters Score -376815.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -376822.562500 Penalty: 4222.739258
	Iteration 15Q: 3 clusters Score -376822.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -376828.968750 Penalty: 4222.739258
	Iteration 16Q: 3 clusters Score -376829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -376831.968750 Penalty: 4222.739258
	Iteration 17Q: 3 clusters Score -376832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -376834.187500 Penalty: 4222.739258
	Iteration 18Q: 3 clusters Score -376834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -376834.718750 Penalty: 4222.739258
	Iteration 19Q: 3 clusters Score -376834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -376834.718750 Penalty: 4222.739258
	Iteration 20F: 3 clusters Score -376834.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -307646.750000 Penalty: 2059.146240
	Iteration 0F: 2 clusters Score -307646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -303760.312500 Penalty: 4118.292480
	Iteration 0F: 3 clusters Score -303760.3 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -304620.343750 Penalty: 4118.292480
	Iteration 1F: 3 clusters Score -304620.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -304818.187500 Penalty: 4118.292480
	Iteration 2F: 3 clusters Score -304818.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -304926.218750 Penalty: 4118.292480
	Iteration 3Q: 3 clusters Score -304926.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -304983.156250 Penalty: 4118.292480
	Iteration 4Q: 3 clusters Score -304983.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -305027.625000 Penalty: 4118.292480
	Iteration 5Q: 3 clusters Score -305027.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -305055.406250 Penalty: 4118.292480
	Iteration 6Q: 3 clusters Score -305055.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -305076.343750 Penalty: 4118.292480
	Iteration 7Q: 3 clusters Score -305076.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -305092.937500 Penalty: 4118.292480
	Iteration 8Q: 3 clusters Score -305092.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -305104.812500 Penalty: 4118.292480
	Iteration 9Q: 3 clusters Score -305104.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -305117.687500 Penalty: 4118.292480
	Iteration 10Q: 3 clusters Score -305117.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -305127.531250 Penalty: 4118.292480
	Iteration 11Q: 3 clusters Score -305127.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -305137.156250 Penalty: 4118.292480
	Iteration 12Q: 3 clusters Score -305137.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -305145.000000 Penalty: 4118.292480
	Iteration 13Q: 3 clusters Score -305145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -305153.656250 Penalty: 4118.292480
	Iteration 14Q: 3 clusters Score -305153.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -305157.437500 Penalty: 4118.292480
	Iteration 15Q: 3 clusters Score -305157.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -305159.437500 Penalty: 4118.292480
	Iteration 16Q: 3 clusters Score -305159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -305161.625000 Penalty: 4118.292480
	Iteration 17Q: 3 clusters Score -305161.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -305162.937500 Penalty: 4118.292480
	Iteration 18Q: 3 clusters Score -305162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -305166.468750 Penalty: 4118.292480
	Iteration 19Q: 3 clusters Score -305166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -305169.156250 Penalty: 4118.292480
	Iteration 20F: 3 clusters Score -305169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -305172.437500 Penalty: 4118.292480
	Iteration 21Q: 3 clusters Score -305172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -305177.937500 Penalty: 4118.292480
	Iteration 22Q: 3 clusters Score -305177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -305183.156250 Penalty: 4118.292480
	Iteration 23Q: 3 clusters Score -305183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -305187.468750 Penalty: 4118.292480
	Iteration 24Q: 3 clusters Score -305187.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -305193.218750 Penalty: 4118.292480
	Iteration 25Q: 3 clusters Score -305193.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -305198.468750 Penalty: 4118.292480
	Iteration 26Q: 3 clusters Score -305198.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -305203.406250 Penalty: 4118.292480
	Iteration 27Q: 3 clusters Score -305203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -305209.937500 Penalty: 4118.292480
	Iteration 28Q: 3 clusters Score -305209.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -305216.000000 Penalty: 4118.292480
	Iteration 29Q: 3 clusters Score -305216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -305219.437500 Penalty: 4118.292480
	Iteration 30Q: 3 clusters Score -305219.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -305222.531250 Penalty: 4118.292480
	Iteration 31Q: 3 clusters Score -305222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -305224.968750 Penalty: 4118.292480
	Iteration 32Q: 3 clusters Score -305225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -305228.062500 Penalty: 4118.292480
	Iteration 33Q: 3 clusters Score -305228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -305232.125000 Penalty: 4118.292480
	Iteration 34Q: 3 clusters Score -305232.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -305237.343750 Penalty: 4118.292480
	Iteration 35Q: 3 clusters Score -305237.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -305241.218750 Penalty: 4118.292480
	Iteration 36Q: 3 clusters Score -305241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -305245.875000 Penalty: 4118.292480
	Iteration 37Q: 3 clusters Score -305245.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -305254.625000 Penalty: 4118.292480
	Iteration 38Q: 3 clusters Score -305254.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -305263.468750 Penalty: 4118.292480
	Iteration 39Q: 3 clusters Score -305263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -305270.031250 Penalty: 4118.292480
	Iteration 40F: 3 clusters Score -305270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -305278.375000 Penalty: 4118.292480
	Iteration 41Q: 3 clusters Score -305278.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -305290.875000 Penalty: 4118.292480
	Iteration 42Q: 3 clusters Score -305290.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -305303.000000 Penalty: 4118.292480
	Iteration 43Q: 3 clusters Score -305303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -305316.406250 Penalty: 4118.292480
	Iteration 44Q: 3 clusters Score -305316.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -305334.093750 Penalty: 4118.292480
	Iteration 45Q: 3 clusters Score -305334.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -305347.500000 Penalty: 4118.292480
	Iteration 46Q: 3 clusters Score -305347.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -305369.906250 Penalty: 4118.292480
	Iteration 47Q: 3 clusters Score -305369.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -305393.937500 Penalty: 4118.292480
	Iteration 48Q: 3 clusters Score -305393.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -305416.218750 Penalty: 4118.292480
	Iteration 49Q: 3 clusters Score -305416.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -305437.218750 Penalty: 4118.292480
	Iteration 50Q: 3 clusters Score -305437.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -305454.437500 Penalty: 4118.292480
	Iteration 51Q: 3 clusters Score -305454.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -305471.531250 Penalty: 4118.292480
	Iteration 52Q: 3 clusters Score -305471.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -305493.468750 Penalty: 4118.292480
	Iteration 53Q: 3 clusters Score -305493.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -305517.593750 Penalty: 4118.292480
	Iteration 54Q: 3 clusters Score -305517.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -305547.531250 Penalty: 4118.292480
	Iteration 55Q: 3 clusters Score -305547.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -305573.968750 Penalty: 4118.292480
	Iteration 56Q: 3 clusters Score -305574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -305598.906250 Penalty: 4118.292480
	Iteration 57Q: 3 clusters Score -305598.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -305627.375000 Penalty: 4118.292480
	Iteration 58Q: 3 clusters Score -305627.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -305659.312500 Penalty: 4118.292480
	Iteration 59Q: 3 clusters Score -305659.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -305693.812500 Penalty: 4118.292480
	Iteration 60F: 3 clusters Score -305693.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -305721.250000 Penalty: 4118.292480
	Iteration 61Q: 3 clusters Score -305721.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -305746.000000 Penalty: 4118.292480
	Iteration 62Q: 3 clusters Score -305746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -305761.250000 Penalty: 4118.292480
	Iteration 63Q: 3 clusters Score -305761.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -305773.468750 Penalty: 4118.292480
	Iteration 64Q: 3 clusters Score -305773.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -305786.000000 Penalty: 4118.292480
	Iteration 65Q: 3 clusters Score -305786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -305796.812500 Penalty: 4118.292480
	Iteration 66Q: 3 clusters Score -305796.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -305807.250000 Penalty: 4118.292480
	Iteration 67Q: 3 clusters Score -305807.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -305817.968750 Penalty: 4118.292480
	Iteration 68Q: 3 clusters Score -305818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -305826.906250 Penalty: 4118.292480
	Iteration 69Q: 3 clusters Score -305826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -305835.562500 Penalty: 4118.292480
	Iteration 70Q: 3 clusters Score -305835.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -305842.468750 Penalty: 4118.292480
	Iteration 71Q: 3 clusters Score -305842.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -305851.406250 Penalty: 4118.292480
	Iteration 72Q: 3 clusters Score -305851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -305859.843750 Penalty: 4118.292480
	Iteration 73Q: 3 clusters Score -305859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -305866.187500 Penalty: 4118.292480
	Iteration 74Q: 3 clusters Score -305866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -305872.468750 Penalty: 4118.292480
	Iteration 75Q: 3 clusters Score -305872.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -305883.343750 Penalty: 4118.292480
	Iteration 76Q: 3 clusters Score -305883.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -305898.281250 Penalty: 4118.292480
	Iteration 77Q: 3 clusters Score -305898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -305905.750000 Penalty: 4118.292480
	Iteration 78Q: 3 clusters Score -305905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -305909.687500 Penalty: 4118.292480
	Iteration 79Q: 3 clusters Score -305909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -305913.656250 Penalty: 4118.292480
	Iteration 80F: 3 clusters Score -305913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -305915.406250 Penalty: 4118.292480
	Iteration 81Q: 3 clusters Score -305915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -305917.656250 Penalty: 4118.292480
	Iteration 82Q: 3 clusters Score -305917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -305919.218750 Penalty: 4118.292480
	Iteration 83Q: 3 clusters Score -305919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -305922.375000 Penalty: 4118.292480
	Iteration 84Q: 3 clusters Score -305922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -305923.093750 Penalty: 4118.292480
	Iteration 85Q: 3 clusters Score -305923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -305924.781250 Penalty: 4118.292480
	Iteration 86Q: 3 clusters Score -305924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -305923.906250 Penalty: 4118.292480
	Iteration 87Q: 3 clusters Score -305923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -305923.906250 Penalty: 4118.292480
	Iteration 88F: 3 clusters Score -305923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -181658.828125 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -181658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -178794.734375 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -178794.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -179307.703125 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -179307.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -179415.796875 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -179415.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -179459.531250 Penalty: 3867.252686
	Iteration 3Q: 3 clusters Score -179459.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -179487.187500 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -179487.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -179510.031250 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -179510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179529.781250 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -179529.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -179552.109375 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -179552.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -179583.140625 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -179583.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -179610.156250 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -179610.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -179634.625000 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -179634.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -179676.343750 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -179676.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -179733.687500 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -179733.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -179793.796875 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -179793.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -179852.421875 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -179852.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -179909.125000 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -179909.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -179976.406250 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -179976.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -180056.140625 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -180056.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -180131.906250 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -180131.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -180201.812500 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -180201.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180267.343750 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -180267.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180329.859375 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -180329.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -180379.921875 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -180379.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180426.390625 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -180426.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -180463.750000 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -180463.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -180485.578125 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -180485.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -180507.015625 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -180507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -180537.250000 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -180537.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -180556.250000 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -180556.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -180567.218750 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -180567.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -180576.609375 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -180576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -180582.968750 Penalty: 3867.252686
	Iteration 31Q: 3 clusters Score -180583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -180588.046875 Penalty: 3867.252686
	Iteration 32Q: 3 clusters Score -180588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -180591.109375 Penalty: 3867.252686
	Iteration 33Q: 3 clusters Score -180591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -180594.453125 Penalty: 3867.252686
	Iteration 34Q: 3 clusters Score -180594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180598.796875 Penalty: 3867.252686
	Iteration 35Q: 3 clusters Score -180598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180600.281250 Penalty: 3867.252686
	Iteration 36Q: 3 clusters Score -180600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -180602.921875 Penalty: 3867.252686
	Iteration 37Q: 3 clusters Score -180602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180604.093750 Penalty: 3867.252686
	Iteration 38Q: 3 clusters Score -180604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -180604.093750 Penalty: 3867.252686
	Iteration 39F: 3 clusters Score -180604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Entering Unmasked Estep 
Score: -1651237.125000 Penalty: 2467.289307
	Iteration 0F: 2 clusters Score -1651237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1636599.500000 Penalty: 4934.578613
	Iteration 0F: 3 clusters Score -1636600 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1641531.375000 Penalty: 4934.578613
	Iteration 1F: 3 clusters Score -1641531 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1641961.625000 Penalty: 4934.578613
	Iteration 2F: 3 clusters Score -1641962 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1642343.500000 Penalty: 4934.578613
	Iteration 3Q: 3 clusters Score -1642344 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1642719.125000 Penalty: 4934.578613
	Iteration 4Q: 3 clusters Score -1642719 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1643132.125000 Penalty: 4934.578613
	Iteration 5Q: 3 clusters Score -1643132 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1643621.125000 Penalty: 4934.578613
	Iteration 6Q: 3 clusters Score -1643621 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1644262.250000 Penalty: 4934.578613
	Iteration 7Q: 3 clusters Score -1644262 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1645065.125000 Penalty: 4934.578613
	Iteration 8F: 3 clusters Score -1645065 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1645954.500000 Penalty: 4934.578613
	Iteration 9F: 3 clusters Score -1645954 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1646851.250000 Penalty: 4934.578613
	Iteration 10F: 3 clusters Score -1646851 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1647605.750000 Penalty: 4934.578613
	Iteration 11Q: 3 clusters Score -1647606 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1648133.250000 Penalty: 4934.578613
	Iteration 12Q: 3 clusters Score -1648133 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1648475.875000 Penalty: 4934.578613
	Iteration 13Q: 3 clusters Score -1648476 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1648690.750000 Penalty: 4934.578613
	Iteration 14Q: 3 clusters Score -1648691 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1648819.750000 Penalty: 4934.578613
	Iteration 15Q: 3 clusters Score -1648820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1648912.250000 Penalty: 4934.578613
	Iteration 16Q: 3 clusters Score -1648912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1648967.500000 Penalty: 4934.578613
	Iteration 17Q: 3 clusters Score -1648968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1649010.000000 Penalty: 4934.578613
	Iteration 18Q: 3 clusters Score -1649010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1649039.125000 Penalty: 4934.578613
	Iteration 19Q: 3 clusters Score -1649039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1649060.500000 Penalty: 4934.578613
	Iteration 20F: 3 clusters Score -1649060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1649077.375000 Penalty: 4934.578613
	Iteration 21Q: 3 clusters Score -1649077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1649087.625000 Penalty: 4934.578613
	Iteration 22Q: 3 clusters Score -1649088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1649096.500000 Penalty: 4934.578613
	Iteration 23Q: 3 clusters Score -1649096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1649105.625000 Penalty: 4934.578613
	Iteration 24Q: 3 clusters Score -1649106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1649112.875000 Penalty: 4934.578613
	Iteration 25Q: 3 clusters Score -1649113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1649117.875000 Penalty: 4934.578613
	Iteration 26Q: 3 clusters Score -1649118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1649119.500000 Penalty: 4934.578613
	Iteration 27Q: 3 clusters Score -1649120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1649120.375000 Penalty: 4934.578613
	Iteration 28Q: 3 clusters Score -1649120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1649124.375000 Penalty: 4934.578613
	Iteration 29Q: 3 clusters Score -1649124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1649125.500000 Penalty: 4934.578613
	Iteration 30Q: 3 clusters Score -1649126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1649124.750000 Penalty: 4934.578613
	Iteration 31Q: 3 clusters Score -1649125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1649126.250000 Penalty: 4934.578613
	Iteration 32Q: 3 clusters Score -1649126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1649127.750000 Penalty: 4934.578613
	Iteration 33Q: 3 clusters Score -1649128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1649127.750000 Penalty: 4934.578613
	Iteration 34F: 3 clusters Score -1649128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Entering Unmasked Estep 
Score: -976825.750000 Penalty: 2347.180908
	Iteration 0F: 2 clusters Score -976825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -967279.562500 Penalty: 4694.361816
	Iteration 0F: 3 clusters Score -967279.6 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -970387.000000 Penalty: 4694.361816
	Iteration 1F: 3 clusters Score -970387 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -970925.062500 Penalty: 4694.361816
	Iteration 2F: 3 clusters Score -970925.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -971489.375000 Penalty: 4694.361816
	Iteration 3F: 3 clusters Score -971489.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -972146.000000 Penalty: 4694.361816
	Iteration 4F: 3 clusters Score -972146 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -972823.937500 Penalty: 4694.361816
	Iteration 5F: 3 clusters Score -972823.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -973561.562500 Penalty: 4694.361816
	Iteration 6F: 3 clusters Score -973561.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -974267.125000 Penalty: 4694.361816
	Iteration 7F: 3 clusters Score -974267.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -974974.875000 Penalty: 4694.361816
	Iteration 8F: 3 clusters Score -974974.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -975539.500000 Penalty: 4694.361816
	Iteration 9F: 3 clusters Score -975539.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -975881.625000 Penalty: 4694.361816
	Iteration 10Q: 3 clusters Score -975881.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -976123.562500 Penalty: 4694.361816
	Iteration 11Q: 3 clusters Score -976123.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -976281.187500 Penalty: 4694.361816
	Iteration 12Q: 3 clusters Score -976281.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -976366.187500 Penalty: 4694.361816
	Iteration 13Q: 3 clusters Score -976366.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -976421.437500 Penalty: 4694.361816
	Iteration 14Q: 3 clusters Score -976421.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -976450.625000 Penalty: 4694.361816
	Iteration 15Q: 3 clusters Score -976450.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -976467.750000 Penalty: 4694.361816
	Iteration 16Q: 3 clusters Score -976467.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -976476.812500 Penalty: 4694.361816
	Iteration 17Q: 3 clusters Score -976476.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -976486.937500 Penalty: 4694.361816
	Iteration 18Q: 3 clusters Score -976486.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -976492.000000 Penalty: 4694.361816
	Iteration 19Q: 3 clusters Score -976492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -976500.625000 Penalty: 4694.361816
	Iteration 20F: 3 clusters Score -976500.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -976504.812500 Penalty: 4694.361816
	Iteration 21Q: 3 clusters Score -976504.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -976509.812500 Penalty: 4694.361816
	Iteration 22Q: 3 clusters Score -976509.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -976512.625000 Penalty: 4694.361816
	Iteration 23Q: 3 clusters Score -976512.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -976517.437500 Penalty: 4694.361816
	Iteration 24Q: 3 clusters Score -976517.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -976520.062500 Penalty: 4694.361816
	Iteration 25Q: 3 clusters Score -976520.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -976525.750000 Penalty: 4694.361816
	Iteration 26Q: 3 clusters Score -976525.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -976532.687500 Penalty: 4694.361816
	Iteration 27Q: 3 clusters Score -976532.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -976537.437500 Penalty: 4694.361816
	Iteration 28Q: 3 clusters Score -976537.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -976547.000000 Penalty: 4694.361816
	Iteration 29Q: 3 clusters Score -976547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -976551.687500 Penalty: 4694.361816
	Iteration 30Q: 3 clusters Score -976551.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -976561.625000 Penalty: 4694.361816
	Iteration 31Q: 3 clusters Score -976561.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -976572.312500 Penalty: 4694.361816
	Iteration 32Q: 3 clusters Score -976572.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -976577.562500 Penalty: 4694.361816
	Iteration 33Q: 3 clusters Score -976577.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -976592.125000 Penalty: 4694.361816
	Iteration 34Q: 3 clusters Score -976592.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -976602.062500 Penalty: 4694.361816
	Iteration 35Q: 3 clusters Score -976602.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -976606.625000 Penalty: 4694.361816
	Iteration 36Q: 3 clusters Score -976606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -976612.750000 Penalty: 4694.361816
	Iteration 37Q: 3 clusters Score -976612.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -976616.312500 Penalty: 4694.361816
	Iteration 38Q: 3 clusters Score -976616.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -976616.625000 Penalty: 4694.361816
	Iteration 39Q: 3 clusters Score -976616.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -976617.375000 Penalty: 4694.361816
	Iteration 40F: 3 clusters Score -976617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -976623.937500 Penalty: 4694.361816
	Iteration 41Q: 3 clusters Score -976623.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -976625.000000 Penalty: 4694.361816
	Iteration 42Q: 3 clusters Score -976625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -976625.625000 Penalty: 4694.361816
	Iteration 43Q: 3 clusters Score -976625.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -976627.812500 Penalty: 4694.361816
	Iteration 44Q: 3 clusters Score -976627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -976628.062500 Penalty: 4694.361816
	Iteration 45Q: 3 clusters Score -976628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -976626.750000 Penalty: 4694.361816
	Iteration 46Q: 3 clusters Score -976626.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -976627.937500 Penalty: 4694.361816
	Iteration 47Q: 3 clusters Score -976627.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -976631.375000 Penalty: 4694.361816
	Iteration 48Q: 3 clusters Score -976631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -976630.750000 Penalty: 4694.361816
	Iteration 49Q: 3 clusters Score -976630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -976630.750000 Penalty: 4694.361816
	Iteration 50F: 3 clusters Score -976630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (191352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191352 members 
Entering Unmasked Estep 
Score: -15502409.000000 Penalty: 3016.143799
	Iteration 0F: 2 clusters Score -1.550241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -15374271.000000 Penalty: 6032.287598
	Iteration 0F: 3 clusters Score -1.537427e+07 nChanged 91946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -15429464.000000 Penalty: 6032.287598
	Iteration 1F: 3 clusters Score -1.542946e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -15433842.000000 Penalty: 6032.287598
	Iteration 2Q: 3 clusters Score -1.543384e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -15443042.000000 Penalty: 6032.287598
	Iteration 3F: 3 clusters Score -1.544304e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -15458431.000000 Penalty: 6032.287598
	Iteration 4F: 3 clusters Score -1.545843e+07 nChanged 17023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -15475521.000000 Penalty: 6032.287598
	Iteration 5F: 3 clusters Score -1.547552e+07 nChanged 17333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -15489661.000000 Penalty: 6032.287598
	Iteration 6F: 3 clusters Score -1.548966e+07 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -15500963.000000 Penalty: 6032.287598
	Iteration 7F: 3 clusters Score -1.550096e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 130532 members 
Entering Unmasked Estep 
Score: -15510032.000000 Penalty: 6032.287598
	Iteration 8F: 3 clusters Score -1.551003e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -15517180.000000 Penalty: 6032.287598
	Iteration 9Q: 3 clusters Score -1.551718e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -15522179.000000 Penalty: 6032.287598
	Iteration 10Q: 3 clusters Score -1.552218e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 147304 members 
Entering Unmasked Estep 
Score: -15525124.000000 Penalty: 6032.287598
	Iteration 11Q: 3 clusters Score -1.552512e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -15526532.000000 Penalty: 6032.287598
	Iteration 12Q: 3 clusters Score -1.552653e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -15527186.000000 Penalty: 6032.287598
	Iteration 13Q: 3 clusters Score -1.552719e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -15527622.000000 Penalty: 6032.287598
	Iteration 14Q: 3 clusters Score -1.552762e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -15527878.000000 Penalty: 6032.287598
	Iteration 15Q: 3 clusters Score -1.552788e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -15528044.000000 Penalty: 6032.287598
	Iteration 16Q: 3 clusters Score -1.552804e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -15528106.000000 Penalty: 6032.287598
	Iteration 17Q: 3 clusters Score -1.552811e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -15528086.000000 Penalty: 6032.287598
	Iteration 18Q: 3 clusters Score -1.552809e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 156021 members 
Entering Unmasked Estep 
Score: -15528071.000000 Penalty: 6032.287598
	Iteration 19Q: 3 clusters Score -1.552807e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 156175 members 
Entering Unmasked Estep 
Score: -15528064.000000 Penalty: 6032.287598
	Iteration 20F: 3 clusters Score -1.552806e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 156284 members 
Entering Unmasked Estep 
Score: -15528044.000000 Penalty: 6032.287598
	Iteration 21Q: 3 clusters Score -1.552804e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 156366 members 
Entering Unmasked Estep 
Score: -15528058.000000 Penalty: 6032.287598
	Iteration 22Q: 3 clusters Score -1.552806e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -15528084.000000 Penalty: 6032.287598
	Iteration 23Q: 3 clusters Score -1.552808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 156483 members 
Entering Unmasked Estep 
Score: -15528078.000000 Penalty: 6032.287598
	Iteration 24Q: 3 clusters Score -1.552808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 156512 members 
Entering Unmasked Estep 
Score: -15528055.000000 Penalty: 6032.287598
	Iteration 25Q: 3 clusters Score -1.552806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 156529 members 
Entering Unmasked Estep 
Score: -15528052.000000 Penalty: 6032.287598
	Iteration 26Q: 3 clusters Score -1.552805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -15528053.000000 Penalty: 6032.287598
	Iteration 27Q: 3 clusters Score -1.552805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 156551 members 
Entering Unmasked Estep 
Score: -15528062.000000 Penalty: 6032.287598
	Iteration 28Q: 3 clusters Score -1.552806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -15528060.000000 Penalty: 6032.287598
	Iteration 29Q: 3 clusters Score -1.552806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -15528063.000000 Penalty: 6032.287598
	Iteration 30Q: 3 clusters Score -1.552806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -15528063.000000 Penalty: 6032.287598
	Iteration 31Q: 3 clusters Score -1.552806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 156573 members 
Entering Unmasked Estep 
Score: -15528079.000000 Penalty: 6032.287598
	Iteration 32Q: 3 clusters Score -1.552808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -15528073.000000 Penalty: 6032.287598
	Iteration 33Q: 3 clusters Score -1.552807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -15528073.000000 Penalty: 6032.287598
	Iteration 34Q: 3 clusters Score -1.552807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -15528072.000000 Penalty: 6032.287598
	Iteration 35Q: 3 clusters Score -1.552807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -15528071.000000 Penalty: 6032.287598
	Iteration 36Q: 3 clusters Score -1.552807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -15528071.000000 Penalty: 6032.287598
	Iteration 37F: 3 clusters Score -1.552807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 20926 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 15554 members 
Mstep: Class 9 contains 19356 members 
Mstep: Class 10 contains 870050 members 
Mstep: Class 11 contains 85200 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 97453 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 15 contains 20552 members 
Mstep: Class 16 contains 30640 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 34094 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 11466 members 
Mstep: Class 23 contains 4295 members 
Mstep: Class 24 contains 232896 members 
Mstep: Class 25 contains 31878 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19498 members 
Mstep: Class 33 contains 156583 members 
Entering Unmasked Estep 
Score: -142745552.000000 Penalty: 117974.585938
Splitting cluster 7 changes total score from -142721264.000000 to -142745552.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (15554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Entering Unmasked Estep 
Score: -1234553.500000 Penalty: 2393.714111
	Iteration 0F: 2 clusters Score -1234554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1223457.750000 Penalty: 4787.428223
	Iteration 0F: 3 clusters Score -1223458 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1226904.000000 Penalty: 4787.428223
	Iteration 1F: 3 clusters Score -1226904 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1227223.125000 Penalty: 4787.428223
	Iteration 2F: 3 clusters Score -1227223 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1227473.000000 Penalty: 4787.428223
	Iteration 3Q: 3 clusters Score -1227473 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1227684.625000 Penalty: 4787.428223
	Iteration 4Q: 3 clusters Score -1227685 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1227880.000000 Penalty: 4787.428223
	Iteration 5Q: 3 clusters Score -1227880 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1228051.125000 Penalty: 4787.428223
	Iteration 6Q: 3 clusters Score -1228051 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1228214.250000 Penalty: 4787.428223
	Iteration 7Q: 3 clusters Score -1228214 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1228411.250000 Penalty: 4787.428223
	Iteration 8Q: 3 clusters Score -1228411 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1228631.875000 Penalty: 4787.428223
	Iteration 9Q: 3 clusters Score -1228632 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1228864.625000 Penalty: 4787.428223
	Iteration 10Q: 3 clusters Score -1228865 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1229150.250000 Penalty: 4787.428223
	Iteration 11Q: 3 clusters Score -1229150 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1229440.000000 Penalty: 4787.428223
	Iteration 12Q: 3 clusters Score -1229440 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1229705.750000 Penalty: 4787.428223
	Iteration 13Q: 3 clusters Score -1229706 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1229960.000000 Penalty: 4787.428223
	Iteration 14Q: 3 clusters Score -1229960 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1230209.875000 Penalty: 4787.428223
	Iteration 15Q: 3 clusters Score -1230210 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1230396.250000 Penalty: 4787.428223
	Iteration 16Q: 3 clusters Score -1230396 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1230531.125000 Penalty: 4787.428223
	Iteration 17Q: 3 clusters Score -1230531 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1230613.875000 Penalty: 4787.428223
	Iteration 18Q: 3 clusters Score -1230614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1230680.500000 Penalty: 4787.428223
	Iteration 19Q: 3 clusters Score -1230680 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1230739.625000 Penalty: 4787.428223
	Iteration 20F: 3 clusters Score -1230740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1230779.500000 Penalty: 4787.428223
	Iteration 21Q: 3 clusters Score -1230780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1230805.875000 Penalty: 4787.428223
	Iteration 22Q: 3 clusters Score -1230806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1230835.375000 Penalty: 4787.428223
	Iteration 23Q: 3 clusters Score -1230835 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1230863.625000 Penalty: 4787.428223
	Iteration 24Q: 3 clusters Score -1230864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1230889.125000 Penalty: 4787.428223
	Iteration 25Q: 3 clusters Score -1230889 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1230918.250000 Penalty: 4787.428223
	Iteration 26Q: 3 clusters Score -1230918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1230938.625000 Penalty: 4787.428223
	Iteration 27Q: 3 clusters Score -1230939 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1230967.500000 Penalty: 4787.428223
	Iteration 28Q: 3 clusters Score -1230968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1230991.875000 Penalty: 4787.428223
	Iteration 29Q: 3 clusters Score -1230992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1231014.000000 Penalty: 4787.428223
	Iteration 30Q: 3 clusters Score -1231014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1231029.125000 Penalty: 4787.428223
	Iteration 31Q: 3 clusters Score -1231029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1231053.625000 Penalty: 4787.428223
	Iteration 32Q: 3 clusters Score -1231054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1231078.375000 Penalty: 4787.428223
	Iteration 33Q: 3 clusters Score -1231078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1231098.000000 Penalty: 4787.428223
	Iteration 34Q: 3 clusters Score -1231098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1231114.875000 Penalty: 4787.428223
	Iteration 35Q: 3 clusters Score -1231115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1231125.125000 Penalty: 4787.428223
	Iteration 36Q: 3 clusters Score -1231125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1231132.000000 Penalty: 4787.428223
	Iteration 37Q: 3 clusters Score -1231132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1231139.500000 Penalty: 4787.428223
	Iteration 38Q: 3 clusters Score -1231140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1231139.000000 Penalty: 4787.428223
	Iteration 39Q: 3 clusters Score -1231139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1231148.000000 Penalty: 4787.428223
	Iteration 40F: 3 clusters Score -1231148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1231154.500000 Penalty: 4787.428223
	Iteration 41Q: 3 clusters Score -1231154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1231158.875000 Penalty: 4787.428223
	Iteration 42Q: 3 clusters Score -1231159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1231162.750000 Penalty: 4787.428223
	Iteration 43Q: 3 clusters Score -1231163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1231170.375000 Penalty: 4787.428223
	Iteration 44Q: 3 clusters Score -1231170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1231180.000000 Penalty: 4787.428223
	Iteration 45Q: 3 clusters Score -1231180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1231183.625000 Penalty: 4787.428223
	Iteration 46Q: 3 clusters Score -1231184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1231195.125000 Penalty: 4787.428223
	Iteration 47Q: 3 clusters Score -1231195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1231195.500000 Penalty: 4787.428223
	Iteration 48Q: 3 clusters Score -1231196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1231197.500000 Penalty: 4787.428223
	Iteration 49Q: 3 clusters Score -1231198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1231198.750000 Penalty: 4787.428223
	Iteration 50Q: 3 clusters Score -1231199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1231201.500000 Penalty: 4787.428223
	Iteration 51Q: 3 clusters Score -1231202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1231205.625000 Penalty: 4787.428223
	Iteration 52Q: 3 clusters Score -1231206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1231206.000000 Penalty: 4787.428223
	Iteration 53Q: 3 clusters Score -1231206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1231211.875000 Penalty: 4787.428223
	Iteration 54Q: 3 clusters Score -1231212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1231215.250000 Penalty: 4787.428223
	Iteration 55Q: 3 clusters Score -1231215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1231219.000000 Penalty: 4787.428223
	Iteration 56Q: 3 clusters Score -1231219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1231223.250000 Penalty: 4787.428223
	Iteration 57Q: 3 clusters Score -1231223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1231227.250000 Penalty: 4787.428223
	Iteration 58Q: 3 clusters Score -1231227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1231231.875000 Penalty: 4787.428223
	Iteration 59Q: 3 clusters Score -1231232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1231231.625000 Penalty: 4787.428223
	Iteration 60F: 3 clusters Score -1231232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1231240.750000 Penalty: 4787.428223
	Iteration 61Q: 3 clusters Score -1231241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1231244.625000 Penalty: 4787.428223
	Iteration 62Q: 3 clusters Score -1231245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1231248.375000 Penalty: 4787.428223
	Iteration 63Q: 3 clusters Score -1231248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1231247.125000 Penalty: 4787.428223
	Iteration 64Q: 3 clusters Score -1231247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1231255.500000 Penalty: 4787.428223
	Iteration 65Q: 3 clusters Score -1231256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1231258.625000 Penalty: 4787.428223
	Iteration 66Q: 3 clusters Score -1231259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1231259.875000 Penalty: 4787.428223
	Iteration 67Q: 3 clusters Score -1231260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1231260.250000 Penalty: 4787.428223
	Iteration 68Q: 3 clusters Score -1231260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1231262.250000 Penalty: 4787.428223
	Iteration 69Q: 3 clusters Score -1231262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1231263.250000 Penalty: 4787.428223
	Iteration 70Q: 3 clusters Score -1231263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1231269.250000 Penalty: 4787.428223
	Iteration 71Q: 3 clusters Score -1231269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1231277.500000 Penalty: 4787.428223
	Iteration 72Q: 3 clusters Score -1231278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1231279.875000 Penalty: 4787.428223
	Iteration 73Q: 3 clusters Score -1231280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1231284.750000 Penalty: 4787.428223
	Iteration 74Q: 3 clusters Score -1231285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1231286.500000 Penalty: 4787.428223
	Iteration 75Q: 3 clusters Score -1231286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1231288.750000 Penalty: 4787.428223
	Iteration 76Q: 3 clusters Score -1231289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1231290.500000 Penalty: 4787.428223
	Iteration 77Q: 3 clusters Score -1231290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1231288.250000 Penalty: 4787.428223
	Iteration 78Q: 3 clusters Score -1231288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1231294.875000 Penalty: 4787.428223
	Iteration 79Q: 3 clusters Score -1231295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1231297.250000 Penalty: 4787.428223
	Iteration 80F: 3 clusters Score -1231297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1231299.125000 Penalty: 4787.428223
	Iteration 81Q: 3 clusters Score -1231299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1231300.750000 Penalty: 4787.428223
	Iteration 82Q: 3 clusters Score -1231301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1231304.250000 Penalty: 4787.428223
	Iteration 83Q: 3 clusters Score -1231304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1231304.250000 Penalty: 4787.428223
	Iteration 84Q: 3 clusters Score -1231304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1231309.500000 Penalty: 4787.428223
	Iteration 85Q: 3 clusters Score -1231310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1231310.500000 Penalty: 4787.428223
	Iteration 86Q: 3 clusters Score -1231310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1231311.625000 Penalty: 4787.428223
	Iteration 87Q: 3 clusters Score -1231312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1231308.125000 Penalty: 4787.428223
	Iteration 88Q: 3 clusters Score -1231308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1231312.125000 Penalty: 4787.428223
	Iteration 89Q: 3 clusters Score -1231312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1231315.500000 Penalty: 4787.428223
	Iteration 90Q: 3 clusters Score -1231316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1231311.625000 Penalty: 4787.428223
	Iteration 91Q: 3 clusters Score -1231312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1231315.625000 Penalty: 4787.428223
	Iteration 92Q: 3 clusters Score -1231316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1231316.000000 Penalty: 4787.428223
	Iteration 93Q: 3 clusters Score -1231316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1231320.125000 Penalty: 4787.428223
	Iteration 94Q: 3 clusters Score -1231320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1231318.125000 Penalty: 4787.428223
	Iteration 95Q: 3 clusters Score -1231318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1231319.625000 Penalty: 4787.428223
	Iteration 96Q: 3 clusters Score -1231320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1231322.625000 Penalty: 4787.428223
	Iteration 97Q: 3 clusters Score -1231323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1231320.875000 Penalty: 4787.428223
	Iteration 98Q: 3 clusters Score -1231321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1231324.625000 Penalty: 4787.428223
	Iteration 99Q: 3 clusters Score -1231325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1231327.250000 Penalty: 4787.428223
	Iteration 100F: 3 clusters Score -1231327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1231322.625000 Penalty: 4787.428223
	Iteration 101Q: 3 clusters Score -1231323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1231322.500000 Penalty: 4787.428223
	Iteration 102Q: 3 clusters Score -1231322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1231324.125000 Penalty: 4787.428223
	Iteration 103Q: 3 clusters Score -1231324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1231324.750000 Penalty: 4787.428223
	Iteration 104Q: 3 clusters Score -1231325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1231324.875000 Penalty: 4787.428223
	Iteration 105Q: 3 clusters Score -1231325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1231325.375000 Penalty: 4787.428223
	Iteration 106Q: 3 clusters Score -1231325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1231325.375000 Penalty: 4787.428223
	Iteration 107Q: 3 clusters Score -1231325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1231325.375000 Penalty: 4787.428223
	Iteration 108F: 3 clusters Score -1231325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -1513353.500000 Penalty: 2447.947998
	Iteration 0F: 2 clusters Score -1513354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1499745.250000 Penalty: 4895.895996
	Iteration 0F: 3 clusters Score -1499745 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1504299.000000 Penalty: 4895.895996
	Iteration 1F: 3 clusters Score -1504299 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1504784.250000 Penalty: 4895.895996
	Iteration 2F: 3 clusters Score -1504784 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1505248.375000 Penalty: 4895.895996
	Iteration 3F: 3 clusters Score -1505248 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1505787.625000 Penalty: 4895.895996
	Iteration 4F: 3 clusters Score -1505788 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1506381.875000 Penalty: 4895.895996
	Iteration 5F: 3 clusters Score -1506382 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1506990.500000 Penalty: 4895.895996
	Iteration 6F: 3 clusters Score -1506990 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1507547.375000 Penalty: 4895.895996
	Iteration 7Q: 3 clusters Score -1507547 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1508050.625000 Penalty: 4895.895996
	Iteration 8Q: 3 clusters Score -1508051 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1508512.000000 Penalty: 4895.895996
	Iteration 9Q: 3 clusters Score -1508512 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1508978.875000 Penalty: 4895.895996
	Iteration 10Q: 3 clusters Score -1508979 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1509406.625000 Penalty: 4895.895996
	Iteration 11Q: 3 clusters Score -1509407 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1509800.500000 Penalty: 4895.895996
	Iteration 12Q: 3 clusters Score -1509800 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1510160.625000 Penalty: 4895.895996
	Iteration 13Q: 3 clusters Score -1510161 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1510403.375000 Penalty: 4895.895996
	Iteration 14Q: 3 clusters Score -1510403 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1510566.250000 Penalty: 4895.895996
	Iteration 15Q: 3 clusters Score -1510566 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1510708.375000 Penalty: 4895.895996
	Iteration 16Q: 3 clusters Score -1510708 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1510801.125000 Penalty: 4895.895996
	Iteration 17Q: 3 clusters Score -1510801 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1510878.500000 Penalty: 4895.895996
	Iteration 18Q: 3 clusters Score -1510878 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1510958.625000 Penalty: 4895.895996
	Iteration 19Q: 3 clusters Score -1510959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1511017.375000 Penalty: 4895.895996
	Iteration 20F: 3 clusters Score -1511017 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1511080.875000 Penalty: 4895.895996
	Iteration 21Q: 3 clusters Score -1511081 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1511125.625000 Penalty: 4895.895996
	Iteration 22Q: 3 clusters Score -1511126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1511172.000000 Penalty: 4895.895996
	Iteration 23Q: 3 clusters Score -1511172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1511218.750000 Penalty: 4895.895996
	Iteration 24Q: 3 clusters Score -1511219 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1511258.625000 Penalty: 4895.895996
	Iteration 25Q: 3 clusters Score -1511259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1511295.625000 Penalty: 4895.895996
	Iteration 26Q: 3 clusters Score -1511296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1511322.750000 Penalty: 4895.895996
	Iteration 27Q: 3 clusters Score -1511323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1511358.250000 Penalty: 4895.895996
	Iteration 28Q: 3 clusters Score -1511358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1511390.375000 Penalty: 4895.895996
	Iteration 29Q: 3 clusters Score -1511390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1511418.875000 Penalty: 4895.895996
	Iteration 30Q: 3 clusters Score -1511419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1511453.625000 Penalty: 4895.895996
	Iteration 31Q: 3 clusters Score -1511454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1511487.750000 Penalty: 4895.895996
	Iteration 32Q: 3 clusters Score -1511488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1511510.875000 Penalty: 4895.895996
	Iteration 33Q: 3 clusters Score -1511511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1511539.000000 Penalty: 4895.895996
	Iteration 34Q: 3 clusters Score -1511539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1511570.875000 Penalty: 4895.895996
	Iteration 35Q: 3 clusters Score -1511571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1511599.250000 Penalty: 4895.895996
	Iteration 36Q: 3 clusters Score -1511599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1511624.625000 Penalty: 4895.895996
	Iteration 37Q: 3 clusters Score -1511625 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1511648.000000 Penalty: 4895.895996
	Iteration 38Q: 3 clusters Score -1511648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1511658.875000 Penalty: 4895.895996
	Iteration 39Q: 3 clusters Score -1511659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1511669.500000 Penalty: 4895.895996
	Iteration 40F: 3 clusters Score -1511670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1511680.000000 Penalty: 4895.895996
	Iteration 41Q: 3 clusters Score -1511680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1511694.875000 Penalty: 4895.895996
	Iteration 42Q: 3 clusters Score -1511695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1511707.375000 Penalty: 4895.895996
	Iteration 43Q: 3 clusters Score -1511707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1511720.250000 Penalty: 4895.895996
	Iteration 44Q: 3 clusters Score -1511720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1511724.875000 Penalty: 4895.895996
	Iteration 45Q: 3 clusters Score -1511725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1511734.500000 Penalty: 4895.895996
	Iteration 46Q: 3 clusters Score -1511734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1511740.750000 Penalty: 4895.895996
	Iteration 47Q: 3 clusters Score -1511741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1511748.625000 Penalty: 4895.895996
	Iteration 48Q: 3 clusters Score -1511749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1511757.750000 Penalty: 4895.895996
	Iteration 49Q: 3 clusters Score -1511758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1511764.375000 Penalty: 4895.895996
	Iteration 50Q: 3 clusters Score -1511764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1511768.875000 Penalty: 4895.895996
	Iteration 51Q: 3 clusters Score -1511769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1511778.375000 Penalty: 4895.895996
	Iteration 52Q: 3 clusters Score -1511778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1511793.125000 Penalty: 4895.895996
	Iteration 53Q: 3 clusters Score -1511793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1511801.750000 Penalty: 4895.895996
	Iteration 54Q: 3 clusters Score -1511802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1511806.250000 Penalty: 4895.895996
	Iteration 55Q: 3 clusters Score -1511806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1511809.875000 Penalty: 4895.895996
	Iteration 56Q: 3 clusters Score -1511810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1511814.875000 Penalty: 4895.895996
	Iteration 57Q: 3 clusters Score -1511815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1511816.625000 Penalty: 4895.895996
	Iteration 58Q: 3 clusters Score -1511817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1511819.375000 Penalty: 4895.895996
	Iteration 59Q: 3 clusters Score -1511819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1511825.500000 Penalty: 4895.895996
	Iteration 60F: 3 clusters Score -1511826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1511831.750000 Penalty: 4895.895996
	Iteration 61Q: 3 clusters Score -1511832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1511832.250000 Penalty: 4895.895996
	Iteration 62Q: 3 clusters Score -1511832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1511843.750000 Penalty: 4895.895996
	Iteration 63Q: 3 clusters Score -1511844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1511854.375000 Penalty: 4895.895996
	Iteration 64Q: 3 clusters Score -1511854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1511867.125000 Penalty: 4895.895996
	Iteration 65Q: 3 clusters Score -1511867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1511878.250000 Penalty: 4895.895996
	Iteration 66Q: 3 clusters Score -1511878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1511882.500000 Penalty: 4895.895996
	Iteration 67Q: 3 clusters Score -1511882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1511892.500000 Penalty: 4895.895996
	Iteration 68Q: 3 clusters Score -1511892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1511898.625000 Penalty: 4895.895996
	Iteration 69Q: 3 clusters Score -1511899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1511902.000000 Penalty: 4895.895996
	Iteration 70Q: 3 clusters Score -1511902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1511906.250000 Penalty: 4895.895996
	Iteration 71Q: 3 clusters Score -1511906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1511913.875000 Penalty: 4895.895996
	Iteration 72Q: 3 clusters Score -1511914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1511920.875000 Penalty: 4895.895996
	Iteration 73Q: 3 clusters Score -1511921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1511930.625000 Penalty: 4895.895996
	Iteration 74Q: 3 clusters Score -1511931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1511934.500000 Penalty: 4895.895996
	Iteration 75Q: 3 clusters Score -1511934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1511940.750000 Penalty: 4895.895996
	Iteration 76Q: 3 clusters Score -1511941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1511949.375000 Penalty: 4895.895996
	Iteration 77Q: 3 clusters Score -1511949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1511953.375000 Penalty: 4895.895996
	Iteration 78Q: 3 clusters Score -1511953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1511955.000000 Penalty: 4895.895996
	Iteration 79Q: 3 clusters Score -1511955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1511958.500000 Penalty: 4895.895996
	Iteration 80F: 3 clusters Score -1511958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1511964.750000 Penalty: 4895.895996
	Iteration 81Q: 3 clusters Score -1511965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1511971.125000 Penalty: 4895.895996
	Iteration 82Q: 3 clusters Score -1511971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1511976.375000 Penalty: 4895.895996
	Iteration 83Q: 3 clusters Score -1511976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1511976.875000 Penalty: 4895.895996
	Iteration 84Q: 3 clusters Score -1511977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1511979.875000 Penalty: 4895.895996
	Iteration 85Q: 3 clusters Score -1511980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1511981.500000 Penalty: 4895.895996
	Iteration 86Q: 3 clusters Score -1511982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1511981.375000 Penalty: 4895.895996
	Iteration 87Q: 3 clusters Score -1511981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1511983.000000 Penalty: 4895.895996
	Iteration 88Q: 3 clusters Score -1511983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1511984.750000 Penalty: 4895.895996
	Iteration 89Q: 3 clusters Score -1511985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1511984.750000 Penalty: 4895.895996
	Iteration 90F: 3 clusters Score -1511985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (870050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870050 members 
Entering Unmasked Estep 
Score: -70188496.000000 Penalty: 3391.723877
	Iteration 0F: 2 clusters Score -7.01885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435754 members 
Mstep: Class 2 contains 434296 members 
Entering Unmasked Estep 
Score: -69608712.000000 Penalty: 6783.447754
	Iteration 0F: 3 clusters Score -6.960871e+07 nChanged 426333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468117 members 
Mstep: Class 2 contains 401933 members 
Entering Unmasked Estep 
Score: -69868952.000000 Penalty: 6783.447754
	Iteration 1F: 3 clusters Score -6.986895e+07 nChanged 23802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487671 members 
Mstep: Class 2 contains 382379 members 
Entering Unmasked Estep 
Score: -69875232.000000 Penalty: 6783.447754
	Iteration 2Q: 3 clusters Score -6.987523e+07 nChanged 32598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518237 members 
Mstep: Class 2 contains 351813 members 
Entering Unmasked Estep 
Score: -69886224.000000 Penalty: 6783.447754
	Iteration 3Q: 3 clusters Score -6.988622e+07 nChanged 47181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564652 members 
Mstep: Class 2 contains 305398 members 
Entering Unmasked Estep 
Score: -69909848.000000 Penalty: 6783.447754
	Iteration 4F: 3 clusters Score -6.990985e+07 nChanged 66570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630968 members 
Mstep: Class 2 contains 239082 members 
Entering Unmasked Estep 
Score: -69954384.000000 Penalty: 6783.447754
	Iteration 5F: 3 clusters Score -6.995438e+07 nChanged 82202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713116 members 
Mstep: Class 2 contains 156934 members 
Entering Unmasked Estep 
Score: -70026336.000000 Penalty: 6783.447754
	Iteration 6F: 3 clusters Score -7.002634e+07 nChanged 78896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792004 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -70105464.000000 Penalty: 6783.447754
	Iteration 7F: 3 clusters Score -7.010546e+07 nChanged 51340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843344 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -70159888.000000 Penalty: 6783.447754
	Iteration 8F: 3 clusters Score -7.015989e+07 nChanged 20308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863652 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -70179752.000000 Penalty: 6783.447754
	Iteration 9Q: 3 clusters Score -7.017975e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868668 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -70184128.000000 Penalty: 6783.447754
	Iteration 10Q: 3 clusters Score -7.018413e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869669 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70185040.000000 Penalty: 6783.447754
	Iteration 11Q: 3 clusters Score -7.018504e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869814 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70185216.000000 Penalty: 6783.447754
	Iteration 12Q: 3 clusters Score -7.018522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869837 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70185320.000000 Penalty: 6783.447754
	Iteration 13Q: 3 clusters Score -7.018532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869846 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70185360.000000 Penalty: 6783.447754
	Iteration 14Q: 3 clusters Score -7.018536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869848 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70185400.000000 Penalty: 6783.447754
	Iteration 15Q: 3 clusters Score -7.01854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869852 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70185376.000000 Penalty: 6783.447754
	Iteration 16Q: 3 clusters Score -7.018538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869855 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -70185400.000000 Penalty: 6783.447754
	Iteration 17Q: 3 clusters Score -7.01854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869854 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70185408.000000 Penalty: 6783.447754
	Iteration 18Q: 3 clusters Score -7.018541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869854 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70185408.000000 Penalty: 6783.447754
	Iteration 19F: 3 clusters Score -7.018541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85200 members 
Entering Unmasked Estep 
Score: -6969931.500000 Penalty: 2815.483643
	Iteration 0F: 2 clusters Score -6969932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -6912957.000000 Penalty: 5630.967285
	Iteration 0F: 3 clusters Score -6912957 nChanged 40124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6935707.500000 Penalty: 5630.967285
	Iteration 1F: 3 clusters Score -6935708 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -6936409.000000 Penalty: 5630.967285
	Iteration 2Q: 3 clusters Score -6936409 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6937175.500000 Penalty: 5630.967285
	Iteration 3Q: 3 clusters Score -6937176 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -6938112.500000 Penalty: 5630.967285
	Iteration 4Q: 3 clusters Score -6938112 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -6939285.000000 Penalty: 5630.967285
	Iteration 5Q: 3 clusters Score -6939285 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -6941032.500000 Penalty: 5630.967285
	Iteration 6Q: 3 clusters Score -6941032 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6943864.000000 Penalty: 5630.967285
	Iteration 7F: 3 clusters Score -6943864 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -6947956.000000 Penalty: 5630.967285
	Iteration 8F: 3 clusters Score -6947956 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 65748 members 
Entering Unmasked Estep 
Score: -6952965.000000 Penalty: 5630.967285
	Iteration 9F: 3 clusters Score -6952965 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -6958065.500000 Penalty: 5630.967285
	Iteration 10F: 3 clusters Score -6958066 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -6961925.500000 Penalty: 5630.967285
	Iteration 11Q: 3 clusters Score -6961926 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -6964063.500000 Penalty: 5630.967285
	Iteration 12Q: 3 clusters Score -6964064 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -6964948.000000 Penalty: 5630.967285
	Iteration 13Q: 3 clusters Score -6964948 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -6965442.500000 Penalty: 5630.967285
	Iteration 14Q: 3 clusters Score -6965442 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -6965765.000000 Penalty: 5630.967285
	Iteration 15Q: 3 clusters Score -6965765 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -6965971.500000 Penalty: 5630.967285
	Iteration 16Q: 3 clusters Score -6965972 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -6966200.000000 Penalty: 5630.967285
	Iteration 17Q: 3 clusters Score -6966200 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -6966382.000000 Penalty: 5630.967285
	Iteration 18Q: 3 clusters Score -6966382 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 80198 members 
Entering Unmasked Estep 
Score: -6966581.500000 Penalty: 5630.967285
	Iteration 19Q: 3 clusters Score -6966582 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -6966732.000000 Penalty: 5630.967285
	Iteration 20F: 3 clusters Score -6966732 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -6966877.000000 Penalty: 5630.967285
	Iteration 21Q: 3 clusters Score -6966877 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -6966970.500000 Penalty: 5630.967285
	Iteration 22Q: 3 clusters Score -6966970 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -6967064.000000 Penalty: 5630.967285
	Iteration 23Q: 3 clusters Score -6967064 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -6967164.500000 Penalty: 5630.967285
	Iteration 24Q: 3 clusters Score -6967164 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -6967252.500000 Penalty: 5630.967285
	Iteration 25Q: 3 clusters Score -6967252 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -6967318.000000 Penalty: 5630.967285
	Iteration 26Q: 3 clusters Score -6967318 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -6967369.500000 Penalty: 5630.967285
	Iteration 27Q: 3 clusters Score -6967370 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -6967418.500000 Penalty: 5630.967285
	Iteration 28Q: 3 clusters Score -6967418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -6967484.500000 Penalty: 5630.967285
	Iteration 29Q: 3 clusters Score -6967484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -6967523.000000 Penalty: 5630.967285
	Iteration 30Q: 3 clusters Score -6967523 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -6967551.500000 Penalty: 5630.967285
	Iteration 31Q: 3 clusters Score -6967552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -6967577.500000 Penalty: 5630.967285
	Iteration 32Q: 3 clusters Score -6967578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -6967593.000000 Penalty: 5630.967285
	Iteration 33Q: 3 clusters Score -6967593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -6967607.500000 Penalty: 5630.967285
	Iteration 34Q: 3 clusters Score -6967608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -6967625.000000 Penalty: 5630.967285
	Iteration 35Q: 3 clusters Score -6967625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -6967636.500000 Penalty: 5630.967285
	Iteration 36Q: 3 clusters Score -6967636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -6967642.000000 Penalty: 5630.967285
	Iteration 37Q: 3 clusters Score -6967642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -6967651.500000 Penalty: 5630.967285
	Iteration 38Q: 3 clusters Score -6967652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -6967678.500000 Penalty: 5630.967285
	Iteration 39Q: 3 clusters Score -6967678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -6967692.500000 Penalty: 5630.967285
	Iteration 40F: 3 clusters Score -6967692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -6967699.500000 Penalty: 5630.967285
	Iteration 41Q: 3 clusters Score -6967700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -6967708.000000 Penalty: 5630.967285
	Iteration 42Q: 3 clusters Score -6967708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -6967713.000000 Penalty: 5630.967285
	Iteration 43Q: 3 clusters Score -6967713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -6967714.000000 Penalty: 5630.967285
	Iteration 44Q: 3 clusters Score -6967714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -6967726.000000 Penalty: 5630.967285
	Iteration 45Q: 3 clusters Score -6967726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -6967724.000000 Penalty: 5630.967285
	Iteration 46Q: 3 clusters Score -6967724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -6967738.500000 Penalty: 5630.967285
	Iteration 47Q: 3 clusters Score -6967738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -6967734.500000 Penalty: 5630.967285
	Iteration 48Q: 3 clusters Score -6967734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -6967754.000000 Penalty: 5630.967285
	Iteration 49Q: 3 clusters Score -6967754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -6967757.000000 Penalty: 5630.967285
	Iteration 50Q: 3 clusters Score -6967757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -6967763.500000 Penalty: 5630.967285
	Iteration 51Q: 3 clusters Score -6967764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -6967762.500000 Penalty: 5630.967285
	Iteration 52Q: 3 clusters Score -6967762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -6967768.000000 Penalty: 5630.967285
	Iteration 53Q: 3 clusters Score -6967768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -6967778.000000 Penalty: 5630.967285
	Iteration 54Q: 3 clusters Score -6967778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -6967783.000000 Penalty: 5630.967285
	Iteration 55Q: 3 clusters Score -6967783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -6967779.500000 Penalty: 5630.967285
	Iteration 56Q: 3 clusters Score -6967780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -6967777.500000 Penalty: 5630.967285
	Iteration 57Q: 3 clusters Score -6967778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -6967788.000000 Penalty: 5630.967285
	Iteration 58Q: 3 clusters Score -6967788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -6967791.500000 Penalty: 5630.967285
	Iteration 59Q: 3 clusters Score -6967792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 83915 members 
Entering Unmasked Estep 
Score: -6967794.000000 Penalty: 5630.967285
	Iteration 60F: 3 clusters Score -6967794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -6967795.500000 Penalty: 5630.967285
	Iteration 61Q: 3 clusters Score -6967796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -6967802.500000 Penalty: 5630.967285
	Iteration 62Q: 3 clusters Score -6967802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 83933 members 
Entering Unmasked Estep 
Score: -6967794.000000 Penalty: 5630.967285
	Iteration 63Q: 3 clusters Score -6967794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -6967800.000000 Penalty: 5630.967285
	Iteration 64Q: 3 clusters Score -6967800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -6967801.500000 Penalty: 5630.967285
	Iteration 65Q: 3 clusters Score -6967802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -6967804.000000 Penalty: 5630.967285
	Iteration 66Q: 3 clusters Score -6967804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -6967799.500000 Penalty: 5630.967285
	Iteration 67Q: 3 clusters Score -6967800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -6967800.500000 Penalty: 5630.967285
	Iteration 68Q: 3 clusters Score -6967800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -6967806.000000 Penalty: 5630.967285
	Iteration 69Q: 3 clusters Score -6967806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -6967808.500000 Penalty: 5630.967285
	Iteration 70Q: 3 clusters Score -6967808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -6967807.000000 Penalty: 5630.967285
	Iteration 71Q: 3 clusters Score -6967807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -6967803.500000 Penalty: 5630.967285
	Iteration 72Q: 3 clusters Score -6967804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -6967803.500000 Penalty: 5630.967285
	Iteration 73F: 3 clusters Score -6967804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -347495.312500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -347495.3 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 2198 members 
Entering Unmasked Estep 
Score: -343265.843750 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -343265.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -344183.343750 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -344183.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -344365.968750 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -344366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -344479.687500 Penalty: 4165.834473
	Iteration 3Q: 3 clusters Score -344479.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -344549.656250 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -344549.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -344591.218750 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -344591.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -344617.187500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -344617.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -344636.468750 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -344636.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -344655.468750 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -344655.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -344672.843750 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -344672.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -344686.281250 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -344686.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -344706.312500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -344706.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -344722.000000 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -344722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -344732.906250 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -344732.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -344743.062500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -344743.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -344752.843750 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -344752.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -344759.593750 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -344759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -344769.593750 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -344769.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -344782.843750 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -344782.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -344791.250000 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -344791.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -344801.687500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -344801.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -344810.812500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -344810.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -344816.312500 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -344816.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -344822.406250 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -344822.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -344827.531250 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -344827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -344832.218750 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -344832.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -344834.500000 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -344834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -344836.843750 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -344836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -344838.406250 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -344838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -344838.468750 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -344838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -344838.468750 Penalty: 4165.834473
	Iteration 30F: 3 clusters Score -344838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (97453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97453 members 
Entering Unmasked Estep 
Score: -8011924.000000 Penalty: 2848.807129
	Iteration 0F: 2 clusters Score -8011924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -7946829.500000 Penalty: 5697.614258
	Iteration 0F: 3 clusters Score -7946830 nChanged 45904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -7973270.000000 Penalty: 5697.614258
	Iteration 1F: 3 clusters Score -7973270 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -7974394.000000 Penalty: 5697.614258
	Iteration 2Q: 3 clusters Score -7974394 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -7975869.500000 Penalty: 5697.614258
	Iteration 3Q: 3 clusters Score -7975870 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7978004.000000 Penalty: 5697.614258
	Iteration 4Q: 3 clusters Score -7978004 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -7981119.500000 Penalty: 5697.614258
	Iteration 5F: 3 clusters Score -7981120 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -7985478.000000 Penalty: 5697.614258
	Iteration 6F: 3 clusters Score -7985478 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7991024.000000 Penalty: 5697.614258
	Iteration 7F: 3 clusters Score -7991024 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -7996919.000000 Penalty: 5697.614258
	Iteration 8F: 3 clusters Score -7996919 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -8001784.500000 Penalty: 5697.614258
	Iteration 9F: 3 clusters Score -8001784 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91343 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -8005171.000000 Penalty: 5697.614258
	Iteration 10Q: 3 clusters Score -8005171 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8007109.000000 Penalty: 5697.614258
	Iteration 11Q: 3 clusters Score -8007109 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8008049.500000 Penalty: 5697.614258
	Iteration 12Q: 3 clusters Score -8008050 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8008504.500000 Penalty: 5697.614258
	Iteration 13Q: 3 clusters Score -8008504 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8008791.000000 Penalty: 5697.614258
	Iteration 14Q: 3 clusters Score -8008791 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8009011.500000 Penalty: 5697.614258
	Iteration 15Q: 3 clusters Score -8009012 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8009125.000000 Penalty: 5697.614258
	Iteration 16Q: 3 clusters Score -8009125 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8009186.500000 Penalty: 5697.614258
	Iteration 17Q: 3 clusters Score -8009186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8009245.500000 Penalty: 5697.614258
	Iteration 18Q: 3 clusters Score -8009246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96352 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8009295.000000 Penalty: 5697.614258
	Iteration 19Q: 3 clusters Score -8009295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8009330.500000 Penalty: 5697.614258
	Iteration 20F: 3 clusters Score -8009330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8009365.500000 Penalty: 5697.614258
	Iteration 21Q: 3 clusters Score -8009366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8009407.000000 Penalty: 5697.614258
	Iteration 22Q: 3 clusters Score -8009407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96521 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8009412.000000 Penalty: 5697.614258
	Iteration 23Q: 3 clusters Score -8009412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8009424.500000 Penalty: 5697.614258
	Iteration 24Q: 3 clusters Score -8009424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8009437.000000 Penalty: 5697.614258
	Iteration 25Q: 3 clusters Score -8009437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8009449.500000 Penalty: 5697.614258
	Iteration 26Q: 3 clusters Score -8009450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8009455.500000 Penalty: 5697.614258
	Iteration 27Q: 3 clusters Score -8009456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8009469.000000 Penalty: 5697.614258
	Iteration 28Q: 3 clusters Score -8009469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8009480.000000 Penalty: 5697.614258
	Iteration 29Q: 3 clusters Score -8009480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8009475.000000 Penalty: 5697.614258
	Iteration 30Q: 3 clusters Score -8009475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8009498.500000 Penalty: 5697.614258
	Iteration 31Q: 3 clusters Score -8009498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8009500.000000 Penalty: 5697.614258
	Iteration 32Q: 3 clusters Score -8009500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8009501.500000 Penalty: 5697.614258
	Iteration 33Q: 3 clusters Score -8009502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8009513.500000 Penalty: 5697.614258
	Iteration 34Q: 3 clusters Score -8009514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8009519.000000 Penalty: 5697.614258
	Iteration 35Q: 3 clusters Score -8009519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8009514.000000 Penalty: 5697.614258
	Iteration 36Q: 3 clusters Score -8009514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8009524.000000 Penalty: 5697.614258
	Iteration 37Q: 3 clusters Score -8009524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8009521.500000 Penalty: 5697.614258
	Iteration 38Q: 3 clusters Score -8009522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8009526.000000 Penalty: 5697.614258
	Iteration 39Q: 3 clusters Score -8009526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8009528.000000 Penalty: 5697.614258
	Iteration 40F: 3 clusters Score -8009528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8009530.500000 Penalty: 5697.614258
	Iteration 41Q: 3 clusters Score -8009530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8009531.500000 Penalty: 5697.614258
	Iteration 42Q: 3 clusters Score -8009532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8009539.500000 Penalty: 5697.614258
	Iteration 43Q: 3 clusters Score -8009540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8009541.500000 Penalty: 5697.614258
	Iteration 44Q: 3 clusters Score -8009542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8009540.000000 Penalty: 5697.614258
	Iteration 45Q: 3 clusters Score -8009540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8009541.500000 Penalty: 5697.614258
	Iteration 46Q: 3 clusters Score -8009542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8009542.500000 Penalty: 5697.614258
	Iteration 47Q: 3 clusters Score -8009542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8009548.500000 Penalty: 5697.614258
	Iteration 48Q: 3 clusters Score -8009548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8009538.500000 Penalty: 5697.614258
	Iteration 49Q: 3 clusters Score -8009538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8009547.000000 Penalty: 5697.614258
	Iteration 50Q: 3 clusters Score -8009547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8009550.500000 Penalty: 5697.614258
	Iteration 51Q: 3 clusters Score -8009550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8009556.500000 Penalty: 5697.614258
	Iteration 52Q: 3 clusters Score -8009556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8009557.500000 Penalty: 5697.614258
	Iteration 53Q: 3 clusters Score -8009558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8009564.000000 Penalty: 5697.614258
	Iteration 54Q: 3 clusters Score -8009564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8009568.500000 Penalty: 5697.614258
	Iteration 55Q: 3 clusters Score -8009568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8009566.500000 Penalty: 5697.614258
	Iteration 56Q: 3 clusters Score -8009566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8009566.500000 Penalty: 5697.614258
	Iteration 57F: 3 clusters Score -8009566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Entering Unmasked Estep 
Score: -1203672.625000 Penalty: 2389.501221
	Iteration 0F: 2 clusters Score -1203673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1192696.500000 Penalty: 4779.002441
	Iteration 0F: 3 clusters Score -1192696 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1196201.000000 Penalty: 4779.002441
	Iteration 1F: 3 clusters Score -1196201 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1196599.875000 Penalty: 4779.002441
	Iteration 2F: 3 clusters Score -1196600 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1196930.125000 Penalty: 4779.002441
	Iteration 3F: 3 clusters Score -1196930 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1197242.750000 Penalty: 4779.002441
	Iteration 4Q: 3 clusters Score -1197243 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1197595.625000 Penalty: 4779.002441
	Iteration 5Q: 3 clusters Score -1197596 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1198058.125000 Penalty: 4779.002441
	Iteration 6F: 3 clusters Score -1198058 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1198633.250000 Penalty: 4779.002441
	Iteration 7F: 3 clusters Score -1198633 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1199323.125000 Penalty: 4779.002441
	Iteration 8F: 3 clusters Score -1199323 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1199990.875000 Penalty: 4779.002441
	Iteration 9F: 3 clusters Score -1199991 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1200549.500000 Penalty: 4779.002441
	Iteration 10Q: 3 clusters Score -1200550 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1201076.875000 Penalty: 4779.002441
	Iteration 11Q: 3 clusters Score -1201077 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1201523.375000 Penalty: 4779.002441
	Iteration 12Q: 3 clusters Score -1201523 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1201818.125000 Penalty: 4779.002441
	Iteration 13Q: 3 clusters Score -1201818 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1201967.625000 Penalty: 4779.002441
	Iteration 14Q: 3 clusters Score -1201968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1202042.375000 Penalty: 4779.002441
	Iteration 15Q: 3 clusters Score -1202042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1202075.125000 Penalty: 4779.002441
	Iteration 16Q: 3 clusters Score -1202075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1202090.125000 Penalty: 4779.002441
	Iteration 17Q: 3 clusters Score -1202090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1202100.750000 Penalty: 4779.002441
	Iteration 18Q: 3 clusters Score -1202101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1202108.125000 Penalty: 4779.002441
	Iteration 19Q: 3 clusters Score -1202108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1202112.625000 Penalty: 4779.002441
	Iteration 20F: 3 clusters Score -1202113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1202116.250000 Penalty: 4779.002441
	Iteration 21Q: 3 clusters Score -1202116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1202119.375000 Penalty: 4779.002441
	Iteration 22Q: 3 clusters Score -1202119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1202120.750000 Penalty: 4779.002441
	Iteration 23Q: 3 clusters Score -1202121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1202123.000000 Penalty: 4779.002441
	Iteration 24Q: 3 clusters Score -1202123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1202121.625000 Penalty: 4779.002441
	Iteration 25Q: 3 clusters Score -1202122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1202123.500000 Penalty: 4779.002441
	Iteration 26Q: 3 clusters Score -1202124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1202123.500000 Penalty: 4779.002441
	Iteration 27Q: 3 clusters Score -1202124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1202123.500000 Penalty: 4779.002441
	Iteration 28F: 3 clusters Score -1202124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Entering Unmasked Estep 
Score: -1628360.250000 Penalty: 2462.816895
	Iteration 0F: 2 clusters Score -1628360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1613870.500000 Penalty: 4925.633789
	Iteration 0F: 3 clusters Score -1613870 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1618704.625000 Penalty: 4925.633789
	Iteration 1F: 3 clusters Score -1618705 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1619083.750000 Penalty: 4925.633789
	Iteration 2F: 3 clusters Score -1619084 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1619413.375000 Penalty: 4925.633789
	Iteration 3Q: 3 clusters Score -1619413 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1619748.750000 Penalty: 4925.633789
	Iteration 4Q: 3 clusters Score -1619749 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1620107.875000 Penalty: 4925.633789
	Iteration 5Q: 3 clusters Score -1620108 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1620560.625000 Penalty: 4925.633789
	Iteration 6Q: 3 clusters Score -1620561 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1621171.375000 Penalty: 4925.633789
	Iteration 7Q: 3 clusters Score -1621171 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1621974.750000 Penalty: 4925.633789
	Iteration 8Q: 3 clusters Score -1621975 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1623061.000000 Penalty: 4925.633789
	Iteration 9F: 3 clusters Score -1623061 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1624089.500000 Penalty: 4925.633789
	Iteration 10Q: 3 clusters Score -1624090 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1624826.625000 Penalty: 4925.633789
	Iteration 11Q: 3 clusters Score -1624827 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1625257.125000 Penalty: 4925.633789
	Iteration 12Q: 3 clusters Score -1625257 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1625511.875000 Penalty: 4925.633789
	Iteration 13Q: 3 clusters Score -1625512 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1625684.125000 Penalty: 4925.633789
	Iteration 14Q: 3 clusters Score -1625684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1625812.250000 Penalty: 4925.633789
	Iteration 15Q: 3 clusters Score -1625812 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1625910.625000 Penalty: 4925.633789
	Iteration 16Q: 3 clusters Score -1625911 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1625962.750000 Penalty: 4925.633789
	Iteration 17Q: 3 clusters Score -1625963 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1626004.125000 Penalty: 4925.633789
	Iteration 18Q: 3 clusters Score -1626004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1626045.375000 Penalty: 4925.633789
	Iteration 19Q: 3 clusters Score -1626045 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1626076.250000 Penalty: 4925.633789
	Iteration 20F: 3 clusters Score -1626076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1626097.500000 Penalty: 4925.633789
	Iteration 21Q: 3 clusters Score -1626098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1626114.375000 Penalty: 4925.633789
	Iteration 22Q: 3 clusters Score -1626114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1626133.125000 Penalty: 4925.633789
	Iteration 23Q: 3 clusters Score -1626133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1626154.875000 Penalty: 4925.633789
	Iteration 24Q: 3 clusters Score -1626155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1626169.125000 Penalty: 4925.633789
	Iteration 25Q: 3 clusters Score -1626169 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1626185.500000 Penalty: 4925.633789
	Iteration 26Q: 3 clusters Score -1626186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1626199.625000 Penalty: 4925.633789
	Iteration 27Q: 3 clusters Score -1626200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1626211.250000 Penalty: 4925.633789
	Iteration 28Q: 3 clusters Score -1626211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1626214.875000 Penalty: 4925.633789
	Iteration 29Q: 3 clusters Score -1626215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1626225.000000 Penalty: 4925.633789
	Iteration 30Q: 3 clusters Score -1626225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1626227.000000 Penalty: 4925.633789
	Iteration 31Q: 3 clusters Score -1626227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1626229.500000 Penalty: 4925.633789
	Iteration 32Q: 3 clusters Score -1626230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1626235.125000 Penalty: 4925.633789
	Iteration 33Q: 3 clusters Score -1626235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1626242.125000 Penalty: 4925.633789
	Iteration 34Q: 3 clusters Score -1626242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1626245.375000 Penalty: 4925.633789
	Iteration 35Q: 3 clusters Score -1626245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1626252.250000 Penalty: 4925.633789
	Iteration 36Q: 3 clusters Score -1626252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1626248.625000 Penalty: 4925.633789
	Iteration 37Q: 3 clusters Score -1626249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1626255.500000 Penalty: 4925.633789
	Iteration 38Q: 3 clusters Score -1626256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1626256.250000 Penalty: 4925.633789
	Iteration 39Q: 3 clusters Score -1626256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1626256.625000 Penalty: 4925.633789
	Iteration 40F: 3 clusters Score -1626257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1626257.625000 Penalty: 4925.633789
	Iteration 41Q: 3 clusters Score -1626258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1626255.625000 Penalty: 4925.633789
	Iteration 42Q: 3 clusters Score -1626256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1626260.625000 Penalty: 4925.633789
	Iteration 43Q: 3 clusters Score -1626261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1626266.125000 Penalty: 4925.633789
	Iteration 44Q: 3 clusters Score -1626266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1626270.125000 Penalty: 4925.633789
	Iteration 45Q: 3 clusters Score -1626270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1626275.250000 Penalty: 4925.633789
	Iteration 46Q: 3 clusters Score -1626275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1626278.625000 Penalty: 4925.633789
	Iteration 47Q: 3 clusters Score -1626279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1626277.875000 Penalty: 4925.633789
	Iteration 48Q: 3 clusters Score -1626278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1626279.750000 Penalty: 4925.633789
	Iteration 49Q: 3 clusters Score -1626280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1626281.250000 Penalty: 4925.633789
	Iteration 50Q: 3 clusters Score -1626281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1626278.500000 Penalty: 4925.633789
	Iteration 51Q: 3 clusters Score -1626278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1626278.000000 Penalty: 4925.633789
	Iteration 52Q: 3 clusters Score -1626278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1626280.500000 Penalty: 4925.633789
	Iteration 53Q: 3 clusters Score -1626280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1626280.250000 Penalty: 4925.633789
	Iteration 54Q: 3 clusters Score -1626280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1626282.250000 Penalty: 4925.633789
	Iteration 55Q: 3 clusters Score -1626282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1626282.750000 Penalty: 4925.633789
	Iteration 56Q: 3 clusters Score -1626283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1626281.000000 Penalty: 4925.633789
	Iteration 57Q: 3 clusters Score -1626281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1626282.875000 Penalty: 4925.633789
	Iteration 58Q: 3 clusters Score -1626283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1626284.750000 Penalty: 4925.633789
	Iteration 59Q: 3 clusters Score -1626285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1626283.875000 Penalty: 4925.633789
	Iteration 60F: 3 clusters Score -1626284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1626283.125000 Penalty: 4925.633789
	Iteration 61Q: 3 clusters Score -1626283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1626283.125000 Penalty: 4925.633789
	Iteration 62F: 3 clusters Score -1626283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Entering Unmasked Estep 
Score: -2526200.750000 Penalty: 2561.855469
	Iteration 0F: 2 clusters Score -2526201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2505385.000000 Penalty: 5123.710938
	Iteration 0F: 3 clusters Score -2505385 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2512741.500000 Penalty: 5123.710938
	Iteration 1F: 3 clusters Score -2512742 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2513120.500000 Penalty: 5123.710938
	Iteration 2Q: 3 clusters Score -2513120 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2513475.500000 Penalty: 5123.710938
	Iteration 3Q: 3 clusters Score -2513476 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2513818.250000 Penalty: 5123.710938
	Iteration 4Q: 3 clusters Score -2513818 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2514150.000000 Penalty: 5123.710938
	Iteration 5Q: 3 clusters Score -2514150 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2514507.500000 Penalty: 5123.710938
	Iteration 6Q: 3 clusters Score -2514508 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2514882.500000 Penalty: 5123.710938
	Iteration 7Q: 3 clusters Score -2514882 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2515272.000000 Penalty: 5123.710938
	Iteration 8Q: 3 clusters Score -2515272 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2515699.500000 Penalty: 5123.710938
	Iteration 9Q: 3 clusters Score -2515700 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2516275.750000 Penalty: 5123.710938
	Iteration 10Q: 3 clusters Score -2516276 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2517032.000000 Penalty: 5123.710938
	Iteration 11Q: 3 clusters Score -2517032 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2518028.250000 Penalty: 5123.710938
	Iteration 12F: 3 clusters Score -2518028 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -2519262.750000 Penalty: 5123.710938
	Iteration 13F: 3 clusters Score -2519263 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2520669.250000 Penalty: 5123.710938
	Iteration 14F: 3 clusters Score -2520669 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -2521957.750000 Penalty: 5123.710938
	Iteration 15Q: 3 clusters Score -2521958 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2522837.250000 Penalty: 5123.710938
	Iteration 16Q: 3 clusters Score -2522837 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -2523379.500000 Penalty: 5123.710938
	Iteration 17Q: 3 clusters Score -2523380 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -2523617.750000 Penalty: 5123.710938
	Iteration 18Q: 3 clusters Score -2523618 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -2523740.000000 Penalty: 5123.710938
	Iteration 19Q: 3 clusters Score -2523740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -2523813.250000 Penalty: 5123.710938
	Iteration 20F: 3 clusters Score -2523813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -2523865.000000 Penalty: 5123.710938
	Iteration 21Q: 3 clusters Score -2523865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -2523913.000000 Penalty: 5123.710938
	Iteration 22Q: 3 clusters Score -2523913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2523951.000000 Penalty: 5123.710938
	Iteration 23Q: 3 clusters Score -2523951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -2523980.750000 Penalty: 5123.710938
	Iteration 24Q: 3 clusters Score -2523981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -2524001.750000 Penalty: 5123.710938
	Iteration 25Q: 3 clusters Score -2524002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -2524006.750000 Penalty: 5123.710938
	Iteration 26Q: 3 clusters Score -2524007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -2524010.250000 Penalty: 5123.710938
	Iteration 27Q: 3 clusters Score -2524010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -2524015.500000 Penalty: 5123.710938
	Iteration 28Q: 3 clusters Score -2524016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -2524020.000000 Penalty: 5123.710938
	Iteration 29Q: 3 clusters Score -2524020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -2524023.500000 Penalty: 5123.710938
	Iteration 30Q: 3 clusters Score -2524024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -2524023.500000 Penalty: 5123.710938
	Iteration 31F: 3 clusters Score -2524024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -262367.500000 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -262367.5 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 1685 members 
Entering Unmasked Estep 
Score: -258838.484375 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -258838.5 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -259554.625000 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -259554.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -259743.078125 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -259743.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -259846.437500 Penalty: 4029.872803
	Iteration 3Q: 3 clusters Score -259846.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -259923.656250 Penalty: 4029.872803
	Iteration 4Q: 3 clusters Score -259923.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -259971.609375 Penalty: 4029.872803
	Iteration 5Q: 3 clusters Score -259971.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -259996.953125 Penalty: 4029.872803
	Iteration 6Q: 3 clusters Score -259997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -260018.312500 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -260018.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -260032.578125 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -260032.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -260043.031250 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -260043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -260051.031250 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -260051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -260056.812500 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -260056.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -260063.859375 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -260063.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -260070.781250 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -260070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -260075.546875 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -260075.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -260082.093750 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -260082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -260087.703125 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -260087.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -260093.750000 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -260093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -260098.296875 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -260098.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -260102.906250 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -260102.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -260109.281250 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -260109.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -260113.500000 Penalty: 4029.872803
	Iteration 21Q: 3 clusters Score -260113.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -260116.140625 Penalty: 4029.872803
	Iteration 22Q: 3 clusters Score -260116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -260119.484375 Penalty: 4029.872803
	Iteration 23Q: 3 clusters Score -260119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -260123.812500 Penalty: 4029.872803
	Iteration 24Q: 3 clusters Score -260123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -260127.562500 Penalty: 4029.872803
	Iteration 25Q: 3 clusters Score -260127.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -260131.046875 Penalty: 4029.872803
	Iteration 26Q: 3 clusters Score -260131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -260134.765625 Penalty: 4029.872803
	Iteration 27Q: 3 clusters Score -260134.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -260138.921875 Penalty: 4029.872803
	Iteration 28Q: 3 clusters Score -260138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -260140.765625 Penalty: 4029.872803
	Iteration 29Q: 3 clusters Score -260140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -260141.406250 Penalty: 4029.872803
	Iteration 30Q: 3 clusters Score -260141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -260141.750000 Penalty: 4029.872803
	Iteration 31Q: 3 clusters Score -260141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -260142.328125 Penalty: 4029.872803
	Iteration 32Q: 3 clusters Score -260142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -260142.156250 Penalty: 4029.872803
	Iteration 33Q: 3 clusters Score -260142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -260142.156250 Penalty: 4029.872803
	Iteration 34F: 3 clusters Score -260142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Entering Unmasked Estep 
Score: -2686725.750000 Penalty: 2588.345215
	Iteration 0F: 2 clusters Score -2686726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2663427.000000 Penalty: 5176.690430
	Iteration 0F: 3 clusters Score -2663427 nChanged 15580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2672033.500000 Penalty: 5176.690430
	Iteration 1F: 3 clusters Score -2672034 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2672602.750000 Penalty: 5176.690430
	Iteration 2Q: 3 clusters Score -2672603 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2673144.000000 Penalty: 5176.690430
	Iteration 3Q: 3 clusters Score -2673144 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2673741.750000 Penalty: 5176.690430
	Iteration 4Q: 3 clusters Score -2673742 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2674389.750000 Penalty: 5176.690430
	Iteration 5Q: 3 clusters Score -2674390 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2675165.000000 Penalty: 5176.690430
	Iteration 6Q: 3 clusters Score -2675165 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2676073.750000 Penalty: 5176.690430
	Iteration 7Q: 3 clusters Score -2676074 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2677031.750000 Penalty: 5176.690430
	Iteration 8Q: 3 clusters Score -2677032 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2678033.250000 Penalty: 5176.690430
	Iteration 9Q: 3 clusters Score -2678033 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2678912.750000 Penalty: 5176.690430
	Iteration 10Q: 3 clusters Score -2678913 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2679606.250000 Penalty: 5176.690430
	Iteration 11Q: 3 clusters Score -2679606 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2680114.000000 Penalty: 5176.690430
	Iteration 12Q: 3 clusters Score -2680114 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2680439.500000 Penalty: 5176.690430
	Iteration 13Q: 3 clusters Score -2680440 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2680671.250000 Penalty: 5176.690430
	Iteration 14Q: 3 clusters Score -2680671 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2680836.250000 Penalty: 5176.690430
	Iteration 15Q: 3 clusters Score -2680836 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2680984.750000 Penalty: 5176.690430
	Iteration 16Q: 3 clusters Score -2680985 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2681102.250000 Penalty: 5176.690430
	Iteration 17Q: 3 clusters Score -2681102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2681213.500000 Penalty: 5176.690430
	Iteration 18Q: 3 clusters Score -2681214 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2681326.000000 Penalty: 5176.690430
	Iteration 19Q: 3 clusters Score -2681326 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2681417.000000 Penalty: 5176.690430
	Iteration 20F: 3 clusters Score -2681417 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2681512.750000 Penalty: 5176.690430
	Iteration 21Q: 3 clusters Score -2681513 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2681609.750000 Penalty: 5176.690430
	Iteration 22Q: 3 clusters Score -2681610 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2681712.250000 Penalty: 5176.690430
	Iteration 23Q: 3 clusters Score -2681712 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2681794.250000 Penalty: 5176.690430
	Iteration 24Q: 3 clusters Score -2681794 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -2681894.000000 Penalty: 5176.690430
	Iteration 25Q: 3 clusters Score -2681894 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2681979.500000 Penalty: 5176.690430
	Iteration 26Q: 3 clusters Score -2681980 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2682102.250000 Penalty: 5176.690430
	Iteration 27Q: 3 clusters Score -2682102 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -2682232.750000 Penalty: 5176.690430
	Iteration 28Q: 3 clusters Score -2682233 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -2682368.500000 Penalty: 5176.690430
	Iteration 29Q: 3 clusters Score -2682368 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -2682505.250000 Penalty: 5176.690430
	Iteration 30Q: 3 clusters Score -2682505 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -2682655.250000 Penalty: 5176.690430
	Iteration 31Q: 3 clusters Score -2682655 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -2682804.500000 Penalty: 5176.690430
	Iteration 32Q: 3 clusters Score -2682804 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -2682974.000000 Penalty: 5176.690430
	Iteration 33Q: 3 clusters Score -2682974 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -2683098.000000 Penalty: 5176.690430
	Iteration 34Q: 3 clusters Score -2683098 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -2683235.000000 Penalty: 5176.690430
	Iteration 35Q: 3 clusters Score -2683235 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -2683364.000000 Penalty: 5176.690430
	Iteration 36Q: 3 clusters Score -2683364 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2683490.500000 Penalty: 5176.690430
	Iteration 37Q: 3 clusters Score -2683490 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -2683586.500000 Penalty: 5176.690430
	Iteration 38Q: 3 clusters Score -2683586 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -2683699.750000 Penalty: 5176.690430
	Iteration 39Q: 3 clusters Score -2683700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -2683777.750000 Penalty: 5176.690430
	Iteration 40F: 3 clusters Score -2683778 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -2683856.250000 Penalty: 5176.690430
	Iteration 41Q: 3 clusters Score -2683856 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -2683936.750000 Penalty: 5176.690430
	Iteration 42Q: 3 clusters Score -2683937 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -2684012.500000 Penalty: 5176.690430
	Iteration 43Q: 3 clusters Score -2684012 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -2684061.500000 Penalty: 5176.690430
	Iteration 44Q: 3 clusters Score -2684062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -2684112.500000 Penalty: 5176.690430
	Iteration 45Q: 3 clusters Score -2684112 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2684162.500000 Penalty: 5176.690430
	Iteration 46Q: 3 clusters Score -2684162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -2684197.750000 Penalty: 5176.690430
	Iteration 47Q: 3 clusters Score -2684198 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -2684239.250000 Penalty: 5176.690430
	Iteration 48Q: 3 clusters Score -2684239 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -2684284.250000 Penalty: 5176.690430
	Iteration 49Q: 3 clusters Score -2684284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -2684315.500000 Penalty: 5176.690430
	Iteration 50Q: 3 clusters Score -2684316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -2684345.750000 Penalty: 5176.690430
	Iteration 51Q: 3 clusters Score -2684346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -2684373.500000 Penalty: 5176.690430
	Iteration 52Q: 3 clusters Score -2684374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -2684393.750000 Penalty: 5176.690430
	Iteration 53Q: 3 clusters Score -2684394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -2684412.500000 Penalty: 5176.690430
	Iteration 54Q: 3 clusters Score -2684412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -2684426.000000 Penalty: 5176.690430
	Iteration 55Q: 3 clusters Score -2684426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2684436.250000 Penalty: 5176.690430
	Iteration 56Q: 3 clusters Score -2684436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -2684450.500000 Penalty: 5176.690430
	Iteration 57Q: 3 clusters Score -2684450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -2684467.500000 Penalty: 5176.690430
	Iteration 58Q: 3 clusters Score -2684468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -2684486.000000 Penalty: 5176.690430
	Iteration 59Q: 3 clusters Score -2684486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -2684498.250000 Penalty: 5176.690430
	Iteration 60F: 3 clusters Score -2684498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -2684511.000000 Penalty: 5176.690430
	Iteration 61Q: 3 clusters Score -2684511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -2684518.000000 Penalty: 5176.690430
	Iteration 62Q: 3 clusters Score -2684518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -2684532.500000 Penalty: 5176.690430
	Iteration 63Q: 3 clusters Score -2684532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -2684542.500000 Penalty: 5176.690430
	Iteration 64Q: 3 clusters Score -2684542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -2684550.250000 Penalty: 5176.690430
	Iteration 65Q: 3 clusters Score -2684550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -2684561.000000 Penalty: 5176.690430
	Iteration 66Q: 3 clusters Score -2684561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -2684568.500000 Penalty: 5176.690430
	Iteration 67Q: 3 clusters Score -2684568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -2684579.500000 Penalty: 5176.690430
	Iteration 68Q: 3 clusters Score -2684580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -2684575.250000 Penalty: 5176.690430
	Iteration 69Q: 3 clusters Score -2684575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -2684581.000000 Penalty: 5176.690430
	Iteration 70Q: 3 clusters Score -2684581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -2684587.000000 Penalty: 5176.690430
	Iteration 71Q: 3 clusters Score -2684587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -2684590.500000 Penalty: 5176.690430
	Iteration 72Q: 3 clusters Score -2684590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -2684592.250000 Penalty: 5176.690430
	Iteration 73Q: 3 clusters Score -2684592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -2684594.750000 Penalty: 5176.690430
	Iteration 74Q: 3 clusters Score -2684595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -2684597.000000 Penalty: 5176.690430
	Iteration 75Q: 3 clusters Score -2684597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -2684595.500000 Penalty: 5176.690430
	Iteration 76Q: 3 clusters Score -2684596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -2684597.750000 Penalty: 5176.690430
	Iteration 77Q: 3 clusters Score -2684598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -2684597.000000 Penalty: 5176.690430
	Iteration 78Q: 3 clusters Score -2684597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -2684597.250000 Penalty: 5176.690430
	Iteration 79Q: 3 clusters Score -2684597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -2684599.500000 Penalty: 5176.690430
	Iteration 80F: 3 clusters Score -2684600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -2684599.250000 Penalty: 5176.690430
	Iteration 81Q: 3 clusters Score -2684599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -2684598.750000 Penalty: 5176.690430
	Iteration 82Q: 3 clusters Score -2684599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -2684601.500000 Penalty: 5176.690430
	Iteration 83Q: 3 clusters Score -2684602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -2684605.750000 Penalty: 5176.690430
	Iteration 84Q: 3 clusters Score -2684606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -2684606.500000 Penalty: 5176.690430
	Iteration 85Q: 3 clusters Score -2684606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -2684608.500000 Penalty: 5176.690430
	Iteration 86Q: 3 clusters Score -2684608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -2684610.500000 Penalty: 5176.690430
	Iteration 87Q: 3 clusters Score -2684610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -2684611.500000 Penalty: 5176.690430
	Iteration 88Q: 3 clusters Score -2684612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -2684609.250000 Penalty: 5176.690430
	Iteration 89Q: 3 clusters Score -2684609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -2684611.500000 Penalty: 5176.690430
	Iteration 90Q: 3 clusters Score -2684612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -2684616.000000 Penalty: 5176.690430
	Iteration 91Q: 3 clusters Score -2684616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -2684619.500000 Penalty: 5176.690430
	Iteration 92Q: 3 clusters Score -2684620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -2684619.500000 Penalty: 5176.690430
	Iteration 93F: 3 clusters Score -2684620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Entering Unmasked Estep 
Score: -861668.437500 Penalty: 2292.024170
	Iteration 0F: 2 clusters Score -861668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -853821.750000 Penalty: 4584.048340
	Iteration 0F: 3 clusters Score -853821.8 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -856109.125000 Penalty: 4584.048340
	Iteration 1F: 3 clusters Score -856109.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -856404.687500 Penalty: 4584.048340
	Iteration 2F: 3 clusters Score -856404.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -856605.625000 Penalty: 4584.048340
	Iteration 3Q: 3 clusters Score -856605.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -856730.562500 Penalty: 4584.048340
	Iteration 4Q: 3 clusters Score -856730.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -856835.875000 Penalty: 4584.048340
	Iteration 5Q: 3 clusters Score -856835.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -856935.375000 Penalty: 4584.048340
	Iteration 6Q: 3 clusters Score -856935.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -857021.937500 Penalty: 4584.048340
	Iteration 7Q: 3 clusters Score -857021.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -857118.250000 Penalty: 4584.048340
	Iteration 8Q: 3 clusters Score -857118.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -857233.625000 Penalty: 4584.048340
	Iteration 9Q: 3 clusters Score -857233.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -857374.000000 Penalty: 4584.048340
	Iteration 10Q: 3 clusters Score -857374 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -857557.875000 Penalty: 4584.048340
	Iteration 11Q: 3 clusters Score -857557.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -857782.125000 Penalty: 4584.048340
	Iteration 12Q: 3 clusters Score -857782.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -858060.062500 Penalty: 4584.048340
	Iteration 13Q: 3 clusters Score -858060.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -858344.375000 Penalty: 4584.048340
	Iteration 14Q: 3 clusters Score -858344.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -858635.937500 Penalty: 4584.048340
	Iteration 15Q: 3 clusters Score -858635.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -858856.500000 Penalty: 4584.048340
	Iteration 16Q: 3 clusters Score -858856.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -859063.187500 Penalty: 4584.048340
	Iteration 17Q: 3 clusters Score -859063.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -859211.875000 Penalty: 4584.048340
	Iteration 18Q: 3 clusters Score -859211.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -859321.750000 Penalty: 4584.048340
	Iteration 19Q: 3 clusters Score -859321.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -859400.875000 Penalty: 4584.048340
	Iteration 20F: 3 clusters Score -859400.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -859456.375000 Penalty: 4584.048340
	Iteration 21Q: 3 clusters Score -859456.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -859502.625000 Penalty: 4584.048340
	Iteration 22Q: 3 clusters Score -859502.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -859541.500000 Penalty: 4584.048340
	Iteration 23Q: 3 clusters Score -859541.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -859574.375000 Penalty: 4584.048340
	Iteration 24Q: 3 clusters Score -859574.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -859594.687500 Penalty: 4584.048340
	Iteration 25Q: 3 clusters Score -859594.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -859606.250000 Penalty: 4584.048340
	Iteration 26Q: 3 clusters Score -859606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -859611.812500 Penalty: 4584.048340
	Iteration 27Q: 3 clusters Score -859611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -859620.312500 Penalty: 4584.048340
	Iteration 28Q: 3 clusters Score -859620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -859625.875000 Penalty: 4584.048340
	Iteration 29Q: 3 clusters Score -859625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -859628.500000 Penalty: 4584.048340
	Iteration 30Q: 3 clusters Score -859628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -859631.687500 Penalty: 4584.048340
	Iteration 31Q: 3 clusters Score -859631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -859638.875000 Penalty: 4584.048340
	Iteration 32Q: 3 clusters Score -859638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -859645.312500 Penalty: 4584.048340
	Iteration 33Q: 3 clusters Score -859645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -859648.437500 Penalty: 4584.048340
	Iteration 34Q: 3 clusters Score -859648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -859650.812500 Penalty: 4584.048340
	Iteration 35Q: 3 clusters Score -859650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -859650.562500 Penalty: 4584.048340
	Iteration 36Q: 3 clusters Score -859650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -859652.000000 Penalty: 4584.048340
	Iteration 37Q: 3 clusters Score -859652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -859654.437500 Penalty: 4584.048340
	Iteration 38Q: 3 clusters Score -859654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -859654.437500 Penalty: 4584.048340
	Iteration 39F: 3 clusters Score -859654.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -76356.203125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -76356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74420.210938 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -74420.21 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74708.078125 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -74708.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74771.796875 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -74771.8 nChanged 21
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: -74798.351562 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -74798.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74824.984375 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -74824.98 nChanged 11
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: -74841.335938 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -74841.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74852.351562 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -74852.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -74862.382812 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -74862.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74872.828125 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -74872.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -74884.164062 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -74884.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -74887.789062 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -74887.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74894.937500 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -74894.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74896.890625 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -74896.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -74896.890625 Penalty: 3446.176758
	Iteration 13F: 3 clusters Score -74896.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Entering Unmasked Estep 
Score: -1585986.500000 Penalty: 2453.622559
	Iteration 0F: 2 clusters Score -1585986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1572095.875000 Penalty: 4907.245117
	Iteration 0F: 3 clusters Score -1572096 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1576861.750000 Penalty: 4907.245117
	Iteration 1F: 3 clusters Score -1576862 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1577311.875000 Penalty: 4907.245117
	Iteration 2F: 3 clusters Score -1577312 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1577699.500000 Penalty: 4907.245117
	Iteration 3Q: 3 clusters Score -1577700 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1578085.125000 Penalty: 4907.245117
	Iteration 4Q: 3 clusters Score -1578085 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1578473.625000 Penalty: 4907.245117
	Iteration 5Q: 3 clusters Score -1578474 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1578939.625000 Penalty: 4907.245117
	Iteration 6Q: 3 clusters Score -1578940 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1579475.250000 Penalty: 4907.245117
	Iteration 7Q: 3 clusters Score -1579475 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1580049.125000 Penalty: 4907.245117
	Iteration 8Q: 3 clusters Score -1580049 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1580657.000000 Penalty: 4907.245117
	Iteration 9Q: 3 clusters Score -1580657 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1581284.250000 Penalty: 4907.245117
	Iteration 10Q: 3 clusters Score -1581284 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1581876.375000 Penalty: 4907.245117
	Iteration 11Q: 3 clusters Score -1581876 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1582363.750000 Penalty: 4907.245117
	Iteration 12Q: 3 clusters Score -1582364 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1582687.875000 Penalty: 4907.245117
	Iteration 13Q: 3 clusters Score -1582688 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1582894.000000 Penalty: 4907.245117
	Iteration 14Q: 3 clusters Score -1582894 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1583026.500000 Penalty: 4907.245117
	Iteration 15Q: 3 clusters Score -1583026 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1583127.250000 Penalty: 4907.245117
	Iteration 16Q: 3 clusters Score -1583127 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1583220.625000 Penalty: 4907.245117
	Iteration 17Q: 3 clusters Score -1583221 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1583285.250000 Penalty: 4907.245117
	Iteration 18Q: 3 clusters Score -1583285 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1583348.750000 Penalty: 4907.245117
	Iteration 19Q: 3 clusters Score -1583349 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1583394.125000 Penalty: 4907.245117
	Iteration 20F: 3 clusters Score -1583394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1583434.250000 Penalty: 4907.245117
	Iteration 21Q: 3 clusters Score -1583434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1583478.125000 Penalty: 4907.245117
	Iteration 22Q: 3 clusters Score -1583478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1583502.125000 Penalty: 4907.245117
	Iteration 23Q: 3 clusters Score -1583502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1583546.000000 Penalty: 4907.245117
	Iteration 24Q: 3 clusters Score -1583546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1583570.000000 Penalty: 4907.245117
	Iteration 25Q: 3 clusters Score -1583570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1583594.500000 Penalty: 4907.245117
	Iteration 26Q: 3 clusters Score -1583594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1583613.250000 Penalty: 4907.245117
	Iteration 27Q: 3 clusters Score -1583613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1583628.250000 Penalty: 4907.245117
	Iteration 28Q: 3 clusters Score -1583628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1583644.625000 Penalty: 4907.245117
	Iteration 29Q: 3 clusters Score -1583645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1583657.750000 Penalty: 4907.245117
	Iteration 30Q: 3 clusters Score -1583658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1583678.000000 Penalty: 4907.245117
	Iteration 31Q: 3 clusters Score -1583678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1583699.125000 Penalty: 4907.245117
	Iteration 32Q: 3 clusters Score -1583699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1583716.750000 Penalty: 4907.245117
	Iteration 33Q: 3 clusters Score -1583717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1583746.500000 Penalty: 4907.245117
	Iteration 34Q: 3 clusters Score -1583746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1583782.125000 Penalty: 4907.245117
	Iteration 35Q: 3 clusters Score -1583782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1583797.875000 Penalty: 4907.245117
	Iteration 36Q: 3 clusters Score -1583798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1583818.000000 Penalty: 4907.245117
	Iteration 37Q: 3 clusters Score -1583818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1583838.000000 Penalty: 4907.245117
	Iteration 38Q: 3 clusters Score -1583838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1583854.375000 Penalty: 4907.245117
	Iteration 39Q: 3 clusters Score -1583854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1583874.625000 Penalty: 4907.245117
	Iteration 40F: 3 clusters Score -1583875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1583910.750000 Penalty: 4907.245117
	Iteration 41Q: 3 clusters Score -1583911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1583956.875000 Penalty: 4907.245117
	Iteration 42Q: 3 clusters Score -1583957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1584004.000000 Penalty: 4907.245117
	Iteration 43Q: 3 clusters Score -1584004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1584043.625000 Penalty: 4907.245117
	Iteration 44Q: 3 clusters Score -1584044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1584073.250000 Penalty: 4907.245117
	Iteration 45Q: 3 clusters Score -1584073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -1584108.125000 Penalty: 4907.245117
	Iteration 46Q: 3 clusters Score -1584108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1584139.750000 Penalty: 4907.245117
	Iteration 47Q: 3 clusters Score -1584140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1584158.750000 Penalty: 4907.245117
	Iteration 48Q: 3 clusters Score -1584159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1584179.000000 Penalty: 4907.245117
	Iteration 49Q: 3 clusters Score -1584179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -1584198.250000 Penalty: 4907.245117
	Iteration 50Q: 3 clusters Score -1584198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1584206.875000 Penalty: 4907.245117
	Iteration 51Q: 3 clusters Score -1584207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -1584218.625000 Penalty: 4907.245117
	Iteration 52Q: 3 clusters Score -1584219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -1584231.875000 Penalty: 4907.245117
	Iteration 53Q: 3 clusters Score -1584232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1584237.625000 Penalty: 4907.245117
	Iteration 54Q: 3 clusters Score -1584238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1584240.250000 Penalty: 4907.245117
	Iteration 55Q: 3 clusters Score -1584240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -1584246.375000 Penalty: 4907.245117
	Iteration 56Q: 3 clusters Score -1584246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -1584246.000000 Penalty: 4907.245117
	Iteration 57Q: 3 clusters Score -1584246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1584252.750000 Penalty: 4907.245117
	Iteration 58Q: 3 clusters Score -1584253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -1584256.500000 Penalty: 4907.245117
	Iteration 59Q: 3 clusters Score -1584256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1584259.625000 Penalty: 4907.245117
	Iteration 60F: 3 clusters Score -1584260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1584264.750000 Penalty: 4907.245117
	Iteration 61Q: 3 clusters Score -1584265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1584269.375000 Penalty: 4907.245117
	Iteration 62Q: 3 clusters Score -1584269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1584274.000000 Penalty: 4907.245117
	Iteration 63Q: 3 clusters Score -1584274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1584273.000000 Penalty: 4907.245117
	Iteration 64Q: 3 clusters Score -1584273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1584273.000000 Penalty: 4907.245117
	Iteration 65F: 3 clusters Score -1584273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Entering Unmasked Estep 
Score: -878677.375000 Penalty: 2318.091064
	Iteration 0F: 2 clusters Score -878677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -870049.312500 Penalty: 4636.182129
	Iteration 0F: 3 clusters Score -870049.3 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -872694.625000 Penalty: 4636.182129
	Iteration 1F: 3 clusters Score -872694.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -873035.125000 Penalty: 4636.182129
	Iteration 2F: 3 clusters Score -873035.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -873367.687500 Penalty: 4636.182129
	Iteration 3F: 3 clusters Score -873367.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -873793.500000 Penalty: 4636.182129
	Iteration 4F: 3 clusters Score -873793.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -874414.937500 Penalty: 4636.182129
	Iteration 5F: 3 clusters Score -874414.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -875557.812500 Penalty: 4636.182129
	Iteration 6F: 3 clusters Score -875557.8 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -878837.312500 Penalty: 4636.182129
	Iteration 7F: 3 clusters Score -878837.3 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -884033.375000 Penalty: 4636.182129
	Iteration 8F: 3 clusters Score -884033.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -885914.937500 Penalty: 4636.182129
	Iteration 9F: 3 clusters Score -885914.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -887248.375000 Penalty: 4636.182129
	Iteration 10Q: 3 clusters Score -887248.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -888047.937500 Penalty: 4636.182129
	Iteration 11Q: 3 clusters Score -888047.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -888080.125000 Penalty: 4636.182129
	Iteration 12Q: 3 clusters Score -888080.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -888082.875000 Penalty: 4636.182129
	Iteration 13Q: 3 clusters Score -888082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -888082.875000 Penalty: 4636.182129
	Iteration 14F: 3 clusters Score -888082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 20926 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 15554 members 
Mstep: Class 9 contains 19356 members 
Mstep: Class 10 contains 870050 members 
Mstep: Class 11 contains 85200 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 97453 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 15 contains 20552 members 
Mstep: Class 16 contains 30640 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 34094 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 4295 members 
Mstep: Class 24 contains 232896 members 
Mstep: Class 25 contains 31878 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19498 members 
Mstep: Class 33 contains 156583 members 
Mstep: Class 34 contains 3412 members 
Entering Unmasked Estep 
Score: -142754096.000000 Penalty: 121549.570312
Splitting cluster 22 changes total score from -142721264.000000 to -142754096.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (4295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Entering Unmasked Estep 
Score: -267638.000000 Penalty: 2074.571289
	Iteration 0F: 2 clusters Score -267638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -263647.375000 Penalty: 4149.142578
	Iteration 0F: 3 clusters Score -263647.4 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -264964.781250 Penalty: 4149.142578
	Iteration 1F: 3 clusters Score -264964.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -265465.468750 Penalty: 4149.142578
	Iteration 2F: 3 clusters Score -265465.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -265833.656250 Penalty: 4149.142578
	Iteration 3F: 3 clusters Score -265833.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -266122.906250 Penalty: 4149.142578
	Iteration 4F: 3 clusters Score -266122.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -266362.812500 Penalty: 4149.142578
	Iteration 5Q: 3 clusters Score -266362.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -266545.250000 Penalty: 4149.142578
	Iteration 6Q: 3 clusters Score -266545.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -266720.656250 Penalty: 4149.142578
	Iteration 7Q: 3 clusters Score -266720.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -266859.906250 Penalty: 4149.142578
	Iteration 8Q: 3 clusters Score -266859.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -266976.531250 Penalty: 4149.142578
	Iteration 9Q: 3 clusters Score -266976.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -267062.062500 Penalty: 4149.142578
	Iteration 10Q: 3 clusters Score -267062.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -267126.812500 Penalty: 4149.142578
	Iteration 11Q: 3 clusters Score -267126.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -267186.406250 Penalty: 4149.142578
	Iteration 12Q: 3 clusters Score -267186.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -267258.812500 Penalty: 4149.142578
	Iteration 13Q: 3 clusters Score -267258.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -267322.187500 Penalty: 4149.142578
	Iteration 14Q: 3 clusters Score -267322.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -267359.656250 Penalty: 4149.142578
	Iteration 15Q: 3 clusters Score -267359.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -267392.406250 Penalty: 4149.142578
	Iteration 16Q: 3 clusters Score -267392.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -267414.250000 Penalty: 4149.142578
	Iteration 17Q: 3 clusters Score -267414.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -267424.968750 Penalty: 4149.142578
	Iteration 18Q: 3 clusters Score -267425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -267437.375000 Penalty: 4149.142578
	Iteration 19Q: 3 clusters Score -267437.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -267448.187500 Penalty: 4149.142578
	Iteration 20F: 3 clusters Score -267448.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -267457.093750 Penalty: 4149.142578
	Iteration 21Q: 3 clusters Score -267457.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -267464.875000 Penalty: 4149.142578
	Iteration 22Q: 3 clusters Score -267464.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -267475.687500 Penalty: 4149.142578
	Iteration 23Q: 3 clusters Score -267475.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -267487.968750 Penalty: 4149.142578
	Iteration 24Q: 3 clusters Score -267488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -267504.218750 Penalty: 4149.142578
	Iteration 25Q: 3 clusters Score -267504.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -267516.718750 Penalty: 4149.142578
	Iteration 26Q: 3 clusters Score -267516.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -267527.750000 Penalty: 4149.142578
	Iteration 27Q: 3 clusters Score -267527.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -267534.343750 Penalty: 4149.142578
	Iteration 28Q: 3 clusters Score -267534.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -267549.281250 Penalty: 4149.142578
	Iteration 29Q: 3 clusters Score -267549.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -267555.250000 Penalty: 4149.142578
	Iteration 30Q: 3 clusters Score -267555.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -267562.562500 Penalty: 4149.142578
	Iteration 31Q: 3 clusters Score -267562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267568.187500 Penalty: 4149.142578
	Iteration 32Q: 3 clusters Score -267568.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -267571.593750 Penalty: 4149.142578
	Iteration 33Q: 3 clusters Score -267571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -267575.750000 Penalty: 4149.142578
	Iteration 34Q: 3 clusters Score -267575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -267577.843750 Penalty: 4149.142578
	Iteration 35Q: 3 clusters Score -267577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -267580.062500 Penalty: 4149.142578
	Iteration 36Q: 3 clusters Score -267580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -267583.781250 Penalty: 4149.142578
	Iteration 37Q: 3 clusters Score -267583.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -267589.750000 Penalty: 4149.142578
	Iteration 38Q: 3 clusters Score -267589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -267596.812500 Penalty: 4149.142578
	Iteration 39Q: 3 clusters Score -267596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267602.937500 Penalty: 4149.142578
	Iteration 40F: 3 clusters Score -267602.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -267606.062500 Penalty: 4149.142578
	Iteration 41Q: 3 clusters Score -267606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -267607.625000 Penalty: 4149.142578
	Iteration 42Q: 3 clusters Score -267607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -267610.312500 Penalty: 4149.142578
	Iteration 43Q: 3 clusters Score -267610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -267611.968750 Penalty: 4149.142578
	Iteration 44Q: 3 clusters Score -267612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -267613.968750 Penalty: 4149.142578
	Iteration 45Q: 3 clusters Score -267614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -267615.687500 Penalty: 4149.142578
	Iteration 46Q: 3 clusters Score -267615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267619.125000 Penalty: 4149.142578
	Iteration 47Q: 3 clusters Score -267619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -267622.531250 Penalty: 4149.142578
	Iteration 48Q: 3 clusters Score -267622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -267624.281250 Penalty: 4149.142578
	Iteration 49Q: 3 clusters Score -267624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267626.093750 Penalty: 4149.142578
	Iteration 50Q: 3 clusters Score -267626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -267629.156250 Penalty: 4149.142578
	Iteration 51Q: 3 clusters Score -267629.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -267631.187500 Penalty: 4149.142578
	Iteration 52Q: 3 clusters Score -267631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -267632.218750 Penalty: 4149.142578
	Iteration 53Q: 3 clusters Score -267632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267633.875000 Penalty: 4149.142578
	Iteration 54Q: 3 clusters Score -267633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -267636.375000 Penalty: 4149.142578
	Iteration 55Q: 3 clusters Score -267636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267640.187500 Penalty: 4149.142578
	Iteration 56Q: 3 clusters Score -267640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267644.031250 Penalty: 4149.142578
	Iteration 57Q: 3 clusters Score -267644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -267646.156250 Penalty: 4149.142578
	Iteration 58Q: 3 clusters Score -267646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -267647.531250 Penalty: 4149.142578
	Iteration 59Q: 3 clusters Score -267647.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -267652.156250 Penalty: 4149.142578
	Iteration 60F: 3 clusters Score -267652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267656.218750 Penalty: 4149.142578
	Iteration 61Q: 3 clusters Score -267656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267661.781250 Penalty: 4149.142578
	Iteration 62Q: 3 clusters Score -267661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -267666.312500 Penalty: 4149.142578
	Iteration 63Q: 3 clusters Score -267666.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -267669.500000 Penalty: 4149.142578
	Iteration 64Q: 3 clusters Score -267669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267673.093750 Penalty: 4149.142578
	Iteration 65Q: 3 clusters Score -267673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -267679.406250 Penalty: 4149.142578
	Iteration 66Q: 3 clusters Score -267679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -267687.031250 Penalty: 4149.142578
	Iteration 67Q: 3 clusters Score -267687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -267694.125000 Penalty: 4149.142578
	Iteration 68Q: 3 clusters Score -267694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -267701.250000 Penalty: 4149.142578
	Iteration 69Q: 3 clusters Score -267701.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -267708.531250 Penalty: 4149.142578
	Iteration 70Q: 3 clusters Score -267708.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -267714.125000 Penalty: 4149.142578
	Iteration 71Q: 3 clusters Score -267714.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -267722.000000 Penalty: 4149.142578
	Iteration 72Q: 3 clusters Score -267722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267729.500000 Penalty: 4149.142578
	Iteration 73Q: 3 clusters Score -267729.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267736.281250 Penalty: 4149.142578
	Iteration 74Q: 3 clusters Score -267736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -267740.281250 Penalty: 4149.142578
	Iteration 75Q: 3 clusters Score -267740.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -267745.062500 Penalty: 4149.142578
	Iteration 76Q: 3 clusters Score -267745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -267751.250000 Penalty: 4149.142578
	Iteration 77Q: 3 clusters Score -267751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -267762.781250 Penalty: 4149.142578
	Iteration 78Q: 3 clusters Score -267762.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -267774.062500 Penalty: 4149.142578
	Iteration 79Q: 3 clusters Score -267774.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -267780.000000 Penalty: 4149.142578
	Iteration 80F: 3 clusters Score -267780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -267785.687500 Penalty: 4149.142578
	Iteration 81Q: 3 clusters Score -267785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -267792.156250 Penalty: 4149.142578
	Iteration 82Q: 3 clusters Score -267792.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -267797.250000 Penalty: 4149.142578
	Iteration 83Q: 3 clusters Score -267797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -267800.781250 Penalty: 4149.142578
	Iteration 84Q: 3 clusters Score -267800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267802.625000 Penalty: 4149.142578
	Iteration 85Q: 3 clusters Score -267802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -267805.375000 Penalty: 4149.142578
	Iteration 86Q: 3 clusters Score -267805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -267805.812500 Penalty: 4149.142578
	Iteration 87Q: 3 clusters Score -267805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267806.500000 Penalty: 4149.142578
	Iteration 88Q: 3 clusters Score -267806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -267806.875000 Penalty: 4149.142578
	Iteration 89Q: 3 clusters Score -267806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267807.593750 Penalty: 4149.142578
	Iteration 90Q: 3 clusters Score -267807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267807.593750 Penalty: 4149.142578
	Iteration 91F: 3 clusters Score -267807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 20926 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 15554 members 
Mstep: Class 9 contains 19356 members 
Mstep: Class 10 contains 870050 members 
Mstep: Class 11 contains 85200 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 97453 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 15 contains 20552 members 
Mstep: Class 16 contains 30640 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 34094 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 3522 members 
Mstep: Class 24 contains 232896 members 
Mstep: Class 25 contains 31878 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19498 members 
Mstep: Class 33 contains 156583 members 
Mstep: Class 34 contains 3412 members 
Mstep: Class 35 contains 773 members 
Entering Unmasked Estep 
Score: -142752800.000000 Penalty: 125124.562500
Splitting cluster 23 changes total score from -142721264.000000 to -142752800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (232896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232896 members 
Entering Unmasked Estep 
Score: -18821878.000000 Penalty: 3064.870117
	Iteration 0F: 2 clusters Score -1.882188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116131 members 
Mstep: Class 2 contains 116765 members 
Entering Unmasked Estep 
Score: -18665904.000000 Penalty: 6129.740234
	Iteration 0F: 3 clusters Score -1.86659e+07 nChanged 112380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 119895 members 
Entering Unmasked Estep 
Score: -18732482.000000 Penalty: 6129.740234
	Iteration 1F: 3 clusters Score -1.873248e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
Score: -18733606.000000 Penalty: 6129.740234
	Iteration 2Q: 3 clusters Score -1.873361e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 125400 members 
Entering Unmasked Estep 
Score: -18735722.000000 Penalty: 6129.740234
	Iteration 3Q: 3 clusters Score -1.873572e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 130660 members 
Entering Unmasked Estep 
Score: -18738652.000000 Penalty: 6129.740234
	Iteration 4Q: 3 clusters Score -1.873865e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94258 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -18743174.000000 Penalty: 6129.740234
	Iteration 5Q: 3 clusters Score -1.874317e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 150094 members 
Entering Unmasked Estep 
Score: -18750654.000000 Penalty: 6129.740234
	Iteration 6F: 3 clusters Score -1.875065e+07 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Mstep: Class 2 contains 165329 members 
Entering Unmasked Estep 
Score: -18762360.000000 Penalty: 6129.740234
	Iteration 7F: 3 clusters Score -1.876236e+07 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -18777466.000000 Penalty: 6129.740234
	Iteration 8F: 3 clusters Score -1.877747e+07 nChanged 17376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 200343 members 
Entering Unmasked Estep 
Score: -18793166.000000 Penalty: 6129.740234
	Iteration 9F: 3 clusters Score -1.879317e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 213558 members 
Entering Unmasked Estep 
Score: -18805058.000000 Penalty: 6129.740234
	Iteration 10F: 3 clusters Score -1.880506e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 221745 members 
Entering Unmasked Estep 
Score: -18812296.000000 Penalty: 6129.740234
	Iteration 11Q: 3 clusters Score -1.88123e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 226034 members 
Entering Unmasked Estep 
Score: -18815710.000000 Penalty: 6129.740234
	Iteration 12Q: 3 clusters Score -1.881571e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 228380 members 
Entering Unmasked Estep 
Score: -18817346.000000 Penalty: 6129.740234
	Iteration 13Q: 3 clusters Score -1.881735e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 229668 members 
Entering Unmasked Estep 
Score: -18818238.000000 Penalty: 6129.740234
	Iteration 14Q: 3 clusters Score -1.881824e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 230411 members 
Entering Unmasked Estep 
Score: -18818738.000000 Penalty: 6129.740234
	Iteration 15Q: 3 clusters Score -1.881874e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 230840 members 
Entering Unmasked Estep 
Score: -18818884.000000 Penalty: 6129.740234
	Iteration 16Q: 3 clusters Score -1.881888e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 231132 members 
Entering Unmasked Estep 
Score: -18819070.000000 Penalty: 6129.740234
	Iteration 17Q: 3 clusters Score -1.881907e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 231312 members 
Entering Unmasked Estep 
Score: -18819214.000000 Penalty: 6129.740234
	Iteration 18Q: 3 clusters Score -1.881921e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 231456 members 
Entering Unmasked Estep 
Score: -18819272.000000 Penalty: 6129.740234
	Iteration 19Q: 3 clusters Score -1.881927e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 231558 members 
Entering Unmasked Estep 
Score: -18819346.000000 Penalty: 6129.740234
	Iteration 20F: 3 clusters Score -1.881935e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -18819378.000000 Penalty: 6129.740234
	Iteration 21Q: 3 clusters Score -1.881938e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 231681 members 
Entering Unmasked Estep 
Score: -18819436.000000 Penalty: 6129.740234
	Iteration 22Q: 3 clusters Score -1.881944e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 231727 members 
Entering Unmasked Estep 
Score: -18819502.000000 Penalty: 6129.740234
	Iteration 23Q: 3 clusters Score -1.88195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 231758 members 
Entering Unmasked Estep 
Score: -18819604.000000 Penalty: 6129.740234
	Iteration 24Q: 3 clusters Score -1.88196e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 231767 members 
Entering Unmasked Estep 
Score: -18819646.000000 Penalty: 6129.740234
	Iteration 25Q: 3 clusters Score -1.881965e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 231768 members 
Entering Unmasked Estep 
Score: -18819706.000000 Penalty: 6129.740234
	Iteration 26Q: 3 clusters Score -1.881971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 231780 members 
Entering Unmasked Estep 
Score: -18819768.000000 Penalty: 6129.740234
	Iteration 27Q: 3 clusters Score -1.881977e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 231794 members 
Entering Unmasked Estep 
Score: -18819814.000000 Penalty: 6129.740234
	Iteration 28Q: 3 clusters Score -1.881981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 231792 members 
Entering Unmasked Estep 
Score: -18819816.000000 Penalty: 6129.740234
	Iteration 29Q: 3 clusters Score -1.881982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 231788 members 
Entering Unmasked Estep 
Score: -18819834.000000 Penalty: 6129.740234
	Iteration 30Q: 3 clusters Score -1.881983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 231788 members 
Entering Unmasked Estep 
Score: -18819822.000000 Penalty: 6129.740234
	Iteration 31Q: 3 clusters Score -1.881982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 231790 members 
Entering Unmasked Estep 
Score: -18819842.000000 Penalty: 6129.740234
	Iteration 32Q: 3 clusters Score -1.881984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 231790 members 
Entering Unmasked Estep 
Score: -18819830.000000 Penalty: 6129.740234
	Iteration 33Q: 3 clusters Score -1.881983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 231786 members 
Entering Unmasked Estep 
Score: -18819822.000000 Penalty: 6129.740234
	Iteration 34Q: 3 clusters Score -1.881982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 231780 members 
Entering Unmasked Estep 
Score: -18819842.000000 Penalty: 6129.740234
	Iteration 35Q: 3 clusters Score -1.881984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 231771 members 
Entering Unmasked Estep 
Score: -18819828.000000 Penalty: 6129.740234
	Iteration 36Q: 3 clusters Score -1.881983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 231768 members 
Entering Unmasked Estep 
Score: -18819842.000000 Penalty: 6129.740234
	Iteration 37Q: 3 clusters Score -1.881984e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 231766 members 
Entering Unmasked Estep 
Score: -18819842.000000 Penalty: 6129.740234
	Iteration 38Q: 3 clusters Score -1.881984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 231769 members 
Entering Unmasked Estep 
Score: -18819858.000000 Penalty: 6129.740234
	Iteration 39Q: 3 clusters Score -1.881986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 231766 members 
Entering Unmasked Estep 
Score: -18819854.000000 Penalty: 6129.740234
	Iteration 40F: 3 clusters Score -1.881985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 231767 members 
Entering Unmasked Estep 
Score: -18819862.000000 Penalty: 6129.740234
	Iteration 41Q: 3 clusters Score -1.881986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 231762 members 
Entering Unmasked Estep 
Score: -18819874.000000 Penalty: 6129.740234
	Iteration 42Q: 3 clusters Score -1.881987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 231760 members 
Entering Unmasked Estep 
Score: -18819864.000000 Penalty: 6129.740234
	Iteration 43Q: 3 clusters Score -1.881986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 231757 members 
Entering Unmasked Estep 
Score: -18819876.000000 Penalty: 6129.740234
	Iteration 44Q: 3 clusters Score -1.881988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 231753 members 
Entering Unmasked Estep 
Score: -18819866.000000 Penalty: 6129.740234
	Iteration 45Q: 3 clusters Score -1.881987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 231753 members 
Entering Unmasked Estep 
Score: -18819864.000000 Penalty: 6129.740234
	Iteration 46Q: 3 clusters Score -1.881986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 231751 members 
Entering Unmasked Estep 
Score: -18819880.000000 Penalty: 6129.740234
	Iteration 47Q: 3 clusters Score -1.881988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 231748 members 
Entering Unmasked Estep 
Score: -18819886.000000 Penalty: 6129.740234
	Iteration 48Q: 3 clusters Score -1.881989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 231741 members 
Entering Unmasked Estep 
Score: -18819900.000000 Penalty: 6129.740234
	Iteration 49Q: 3 clusters Score -1.88199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 231739 members 
Entering Unmasked Estep 
Score: -18819902.000000 Penalty: 6129.740234
	Iteration 50Q: 3 clusters Score -1.88199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 231735 members 
Entering Unmasked Estep 
Score: -18819894.000000 Penalty: 6129.740234
	Iteration 51Q: 3 clusters Score -1.881989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 231733 members 
Entering Unmasked Estep 
Score: -18819904.000000 Penalty: 6129.740234
	Iteration 52Q: 3 clusters Score -1.88199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 231731 members 
Entering Unmasked Estep 
Score: -18819906.000000 Penalty: 6129.740234
	Iteration 53Q: 3 clusters Score -1.881991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 231732 members 
Entering Unmasked Estep 
Score: -18819900.000000 Penalty: 6129.740234
	Iteration 54Q: 3 clusters Score -1.88199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 231731 members 
Entering Unmasked Estep 
Score: -18819900.000000 Penalty: 6129.740234
	Iteration 55Q: 3 clusters Score -1.88199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 231731 members 
Entering Unmasked Estep 
Score: -18819900.000000 Penalty: 6129.740234
	Iteration 56F: 3 clusters Score -1.88199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Entering Unmasked Estep 
Score: -2302732.000000 Penalty: 2571.678711
	Iteration 0F: 2 clusters Score -2302732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2281073.500000 Penalty: 5143.357422
	Iteration 0F: 3 clusters Score -2281074 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2289007.250000 Penalty: 5143.357422
	Iteration 1F: 3 clusters Score -2289007 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2289567.750000 Penalty: 5143.357422
	Iteration 2Q: 3 clusters Score -2289568 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2290114.750000 Penalty: 5143.357422
	Iteration 3Q: 3 clusters Score -2290115 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2290669.750000 Penalty: 5143.357422
	Iteration 4Q: 3 clusters Score -2290670 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2291326.750000 Penalty: 5143.357422
	Iteration 5Q: 3 clusters Score -2291327 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2292132.500000 Penalty: 5143.357422
	Iteration 6F: 3 clusters Score -2292132 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2293145.750000 Penalty: 5143.357422
	Iteration 7F: 3 clusters Score -2293146 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2294261.250000 Penalty: 5143.357422
	Iteration 8F: 3 clusters Score -2294261 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2295402.000000 Penalty: 5143.357422
	Iteration 9F: 3 clusters Score -2295402 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2296495.750000 Penalty: 5143.357422
	Iteration 10Q: 3 clusters Score -2296496 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2297462.750000 Penalty: 5143.357422
	Iteration 11Q: 3 clusters Score -2297463 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2298177.000000 Penalty: 5143.357422
	Iteration 12Q: 3 clusters Score -2298177 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2298716.000000 Penalty: 5143.357422
	Iteration 13Q: 3 clusters Score -2298716 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2299121.500000 Penalty: 5143.357422
	Iteration 14Q: 3 clusters Score -2299122 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2299414.000000 Penalty: 5143.357422
	Iteration 15Q: 3 clusters Score -2299414 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2299679.750000 Penalty: 5143.357422
	Iteration 16Q: 3 clusters Score -2299680 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2299893.500000 Penalty: 5143.357422
	Iteration 17Q: 3 clusters Score -2299894 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2300043.000000 Penalty: 5143.357422
	Iteration 18Q: 3 clusters Score -2300043 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2300189.250000 Penalty: 5143.357422
	Iteration 19Q: 3 clusters Score -2300189 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2300311.000000 Penalty: 5143.357422
	Iteration 20F: 3 clusters Score -2300311 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2300403.250000 Penalty: 5143.357422
	Iteration 21Q: 3 clusters Score -2300403 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2300482.250000 Penalty: 5143.357422
	Iteration 22Q: 3 clusters Score -2300482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2300539.500000 Penalty: 5143.357422
	Iteration 23Q: 3 clusters Score -2300540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2300573.750000 Penalty: 5143.357422
	Iteration 24Q: 3 clusters Score -2300574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2300588.750000 Penalty: 5143.357422
	Iteration 25Q: 3 clusters Score -2300589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2300615.000000 Penalty: 5143.357422
	Iteration 26Q: 3 clusters Score -2300615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2300639.250000 Penalty: 5143.357422
	Iteration 27Q: 3 clusters Score -2300639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2300658.750000 Penalty: 5143.357422
	Iteration 28Q: 3 clusters Score -2300659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2300672.000000 Penalty: 5143.357422
	Iteration 29Q: 3 clusters Score -2300672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2300686.000000 Penalty: 5143.357422
	Iteration 30Q: 3 clusters Score -2300686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2300697.750000 Penalty: 5143.357422
	Iteration 31Q: 3 clusters Score -2300698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2300706.250000 Penalty: 5143.357422
	Iteration 32Q: 3 clusters Score -2300706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2300712.250000 Penalty: 5143.357422
	Iteration 33Q: 3 clusters Score -2300712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2300715.750000 Penalty: 5143.357422
	Iteration 34Q: 3 clusters Score -2300716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2300717.750000 Penalty: 5143.357422
	Iteration 35Q: 3 clusters Score -2300718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2300720.750000 Penalty: 5143.357422
	Iteration 36Q: 3 clusters Score -2300721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2300728.250000 Penalty: 5143.357422
	Iteration 37Q: 3 clusters Score -2300728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2300730.750000 Penalty: 5143.357422
	Iteration 38Q: 3 clusters Score -2300731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2300733.250000 Penalty: 5143.357422
	Iteration 39Q: 3 clusters Score -2300733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2300734.000000 Penalty: 5143.357422
	Iteration 40F: 3 clusters Score -2300734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2300736.500000 Penalty: 5143.357422
	Iteration 41Q: 3 clusters Score -2300736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2300742.000000 Penalty: 5143.357422
	Iteration 42Q: 3 clusters Score -2300742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2300745.750000 Penalty: 5143.357422
	Iteration 43Q: 3 clusters Score -2300746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2300746.250000 Penalty: 5143.357422
	Iteration 44Q: 3 clusters Score -2300746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2300749.250000 Penalty: 5143.357422
	Iteration 45Q: 3 clusters Score -2300749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2300751.500000 Penalty: 5143.357422
	Iteration 46Q: 3 clusters Score -2300752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2300760.250000 Penalty: 5143.357422
	Iteration 47Q: 3 clusters Score -2300760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2300767.250000 Penalty: 5143.357422
	Iteration 48Q: 3 clusters Score -2300767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2300782.000000 Penalty: 5143.357422
	Iteration 49Q: 3 clusters Score -2300782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2300785.250000 Penalty: 5143.357422
	Iteration 50Q: 3 clusters Score -2300785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2300799.250000 Penalty: 5143.357422
	Iteration 51Q: 3 clusters Score -2300799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2300803.000000 Penalty: 5143.357422
	Iteration 52Q: 3 clusters Score -2300803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2300802.000000 Penalty: 5143.357422
	Iteration 53Q: 3 clusters Score -2300802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2300804.500000 Penalty: 5143.357422
	Iteration 54Q: 3 clusters Score -2300804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2300808.000000 Penalty: 5143.357422
	Iteration 55Q: 3 clusters Score -2300808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2300809.750000 Penalty: 5143.357422
	Iteration 56Q: 3 clusters Score -2300810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2300810.000000 Penalty: 5143.357422
	Iteration 57Q: 3 clusters Score -2300810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2300810.000000 Penalty: 5143.357422
	Iteration 58F: 3 clusters Score -2300810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -629946.562500 Penalty: 2229.134766
	Iteration 0F: 2 clusters Score -629946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -623488.500000 Penalty: 4458.269531
	Iteration 0F: 3 clusters Score -623488.5 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -625279.625000 Penalty: 4458.269531
	Iteration 1F: 3 clusters Score -625279.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -625599.687500 Penalty: 4458.269531
	Iteration 2F: 3 clusters Score -625599.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -625831.250000 Penalty: 4458.269531
	Iteration 3F: 3 clusters Score -625831.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -626009.500000 Penalty: 4458.269531
	Iteration 4Q: 3 clusters Score -626009.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -626168.312500 Penalty: 4458.269531
	Iteration 5Q: 3 clusters Score -626168.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -626323.500000 Penalty: 4458.269531
	Iteration 6Q: 3 clusters Score -626323.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -626514.812500 Penalty: 4458.269531
	Iteration 7Q: 3 clusters Score -626514.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -626720.500000 Penalty: 4458.269531
	Iteration 8Q: 3 clusters Score -626720.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -626892.687500 Penalty: 4458.269531
	Iteration 9Q: 3 clusters Score -626892.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -627058.312500 Penalty: 4458.269531
	Iteration 10Q: 3 clusters Score -627058.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -627199.000000 Penalty: 4458.269531
	Iteration 11Q: 3 clusters Score -627199 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -627312.437500 Penalty: 4458.269531
	Iteration 12Q: 3 clusters Score -627312.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -627406.250000 Penalty: 4458.269531
	Iteration 13Q: 3 clusters Score -627406.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -627511.750000 Penalty: 4458.269531
	Iteration 14Q: 3 clusters Score -627511.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -627605.250000 Penalty: 4458.269531
	Iteration 15Q: 3 clusters Score -627605.2 nChanged 163
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: -627696.187500 Penalty: 4458.269531
	Iteration 16Q: 3 clusters Score -627696.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -627778.625000 Penalty: 4458.269531
	Iteration 17Q: 3 clusters Score -627778.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -627848.625000 Penalty: 4458.269531
	Iteration 18Q: 3 clusters Score -627848.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -627895.625000 Penalty: 4458.269531
	Iteration 19Q: 3 clusters Score -627895.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -627929.312500 Penalty: 4458.269531
	Iteration 20F: 3 clusters Score -627929.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -627952.812500 Penalty: 4458.269531
	Iteration 21Q: 3 clusters Score -627952.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -627978.687500 Penalty: 4458.269531
	Iteration 22Q: 3 clusters Score -627978.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -627998.875000 Penalty: 4458.269531
	Iteration 23Q: 3 clusters Score -627998.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -628014.375000 Penalty: 4458.269531
	Iteration 24Q: 3 clusters Score -628014.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -628027.625000 Penalty: 4458.269531
	Iteration 25Q: 3 clusters Score -628027.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -628032.062500 Penalty: 4458.269531
	Iteration 26Q: 3 clusters Score -628032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -628036.437500 Penalty: 4458.269531
	Iteration 27Q: 3 clusters Score -628036.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -628038.687500 Penalty: 4458.269531
	Iteration 28Q: 3 clusters Score -628038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -628040.937500 Penalty: 4458.269531
	Iteration 29Q: 3 clusters Score -628040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -628042.125000 Penalty: 4458.269531
	Iteration 30Q: 3 clusters Score -628042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -628045.812500 Penalty: 4458.269531
	Iteration 31Q: 3 clusters Score -628045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -628048.500000 Penalty: 4458.269531
	Iteration 32Q: 3 clusters Score -628048.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -628049.875000 Penalty: 4458.269531
	Iteration 33Q: 3 clusters Score -628049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -628052.312500 Penalty: 4458.269531
	Iteration 34Q: 3 clusters Score -628052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -628052.937500 Penalty: 4458.269531
	Iteration 35Q: 3 clusters Score -628052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -628054.062500 Penalty: 4458.269531
	Iteration 36Q: 3 clusters Score -628054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -628054.750000 Penalty: 4458.269531
	Iteration 37Q: 3 clusters Score -628054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -628057.125000 Penalty: 4458.269531
	Iteration 38Q: 3 clusters Score -628057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -628061.125000 Penalty: 4458.269531
	Iteration 39Q: 3 clusters Score -628061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -628060.375000 Penalty: 4458.269531
	Iteration 40F: 3 clusters Score -628060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -628062.687500 Penalty: 4458.269531
	Iteration 41Q: 3 clusters Score -628062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -628063.937500 Penalty: 4458.269531
	Iteration 42Q: 3 clusters Score -628063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -628063.125000 Penalty: 4458.269531
	Iteration 43Q: 3 clusters Score -628063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -628064.187500 Penalty: 4458.269531
	Iteration 44Q: 3 clusters Score -628064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -628063.687500 Penalty: 4458.269531
	Iteration 45Q: 3 clusters Score -628063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -628062.375000 Penalty: 4458.269531
	Iteration 46Q: 3 clusters Score -628062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -628062.375000 Penalty: 4458.269531
	Iteration 47F: 3 clusters Score -628062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -94610.851562 Penalty: 1797.981567
	Iteration 0F: 2 clusters Score -94610.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -92386.039062 Penalty: 3595.963135
	Iteration 0F: 3 clusters Score -92386.04 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -92746.476562 Penalty: 3595.963135
	Iteration 1F: 3 clusters Score -92746.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -92856.984375 Penalty: 3595.963135
	Iteration 2F: 3 clusters Score -92856.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -92932.179688 Penalty: 3595.963135
	Iteration 3Q: 3 clusters Score -92932.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -92975.179688 Penalty: 3595.963135
	Iteration 4Q: 3 clusters Score -92975.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -92997.484375 Penalty: 3595.963135
	Iteration 5Q: 3 clusters Score -92997.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -93010.914062 Penalty: 3595.963135
	Iteration 6Q: 3 clusters Score -93010.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -93017.523438 Penalty: 3595.963135
	Iteration 7Q: 3 clusters Score -93017.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -93018.171875 Penalty: 3595.963135
	Iteration 8Q: 3 clusters Score -93018.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -93019.226562 Penalty: 3595.963135
	Iteration 9Q: 3 clusters Score -93019.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -93020.617188 Penalty: 3595.963135
	Iteration 10Q: 3 clusters Score -93020.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -93024.125000 Penalty: 3595.963135
	Iteration 11Q: 3 clusters Score -93024.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -93025.414062 Penalty: 3595.963135
	Iteration 12Q: 3 clusters Score -93025.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93026.039062 Penalty: 3595.963135
	Iteration 13Q: 3 clusters Score -93026.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93026.039062 Penalty: 3595.963135
	Iteration 14F: 3 clusters Score -93026.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Entering Unmasked Estep 
Score: -510886.437500 Penalty: 2174.065918
	Iteration 0F: 2 clusters Score -510886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -505450.781250 Penalty: 4348.131836
	Iteration 0F: 3 clusters Score -505450.8 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -506826.687500 Penalty: 4348.131836
	Iteration 1F: 3 clusters Score -506826.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -507140.625000 Penalty: 4348.131836
	Iteration 2F: 3 clusters Score -507140.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -507397.062500 Penalty: 4348.131836
	Iteration 3F: 3 clusters Score -507397.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -507646.218750 Penalty: 4348.131836
	Iteration 4F: 3 clusters Score -507646.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -507871.343750 Penalty: 4348.131836
	Iteration 5Q: 3 clusters Score -507871.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -508058.875000 Penalty: 4348.131836
	Iteration 6Q: 3 clusters Score -508058.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -508271.093750 Penalty: 4348.131836
	Iteration 7Q: 3 clusters Score -508271.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -508473.375000 Penalty: 4348.131836
	Iteration 8Q: 3 clusters Score -508473.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -508666.437500 Penalty: 4348.131836
	Iteration 9Q: 3 clusters Score -508666.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -508877.625000 Penalty: 4348.131836
	Iteration 10Q: 3 clusters Score -508877.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -509047.656250 Penalty: 4348.131836
	Iteration 11Q: 3 clusters Score -509047.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -509183.750000 Penalty: 4348.131836
	Iteration 12Q: 3 clusters Score -509183.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -509285.125000 Penalty: 4348.131836
	Iteration 13Q: 3 clusters Score -509285.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -509351.875000 Penalty: 4348.131836
	Iteration 14Q: 3 clusters Score -509351.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -509404.218750 Penalty: 4348.131836
	Iteration 15Q: 3 clusters Score -509404.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -509449.750000 Penalty: 4348.131836
	Iteration 16Q: 3 clusters Score -509449.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -509484.593750 Penalty: 4348.131836
	Iteration 17Q: 3 clusters Score -509484.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -509508.343750 Penalty: 4348.131836
	Iteration 18Q: 3 clusters Score -509508.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -509528.562500 Penalty: 4348.131836
	Iteration 19Q: 3 clusters Score -509528.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -509545.000000 Penalty: 4348.131836
	Iteration 20F: 3 clusters Score -509545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -509555.125000 Penalty: 4348.131836
	Iteration 21Q: 3 clusters Score -509555.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -509562.187500 Penalty: 4348.131836
	Iteration 22Q: 3 clusters Score -509562.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -509566.937500 Penalty: 4348.131836
	Iteration 23Q: 3 clusters Score -509566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -509574.062500 Penalty: 4348.131836
	Iteration 24Q: 3 clusters Score -509574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -509580.375000 Penalty: 4348.131836
	Iteration 25Q: 3 clusters Score -509580.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -509585.562500 Penalty: 4348.131836
	Iteration 26Q: 3 clusters Score -509585.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -509591.593750 Penalty: 4348.131836
	Iteration 27Q: 3 clusters Score -509591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -509595.531250 Penalty: 4348.131836
	Iteration 28Q: 3 clusters Score -509595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -509598.250000 Penalty: 4348.131836
	Iteration 29Q: 3 clusters Score -509598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -509598.531250 Penalty: 4348.131836
	Iteration 30Q: 3 clusters Score -509598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -509598.937500 Penalty: 4348.131836
	Iteration 31Q: 3 clusters Score -509598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -509600.093750 Penalty: 4348.131836
	Iteration 32Q: 3 clusters Score -509600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -509601.375000 Penalty: 4348.131836
	Iteration 33Q: 3 clusters Score -509601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -509601.375000 Penalty: 4348.131836
	Iteration 34F: 3 clusters Score -509601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -239185.937500 Penalty: 1997.836670
	Iteration 0F: 2 clusters Score -239185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -235818.656250 Penalty: 3995.673340
	Iteration 0F: 3 clusters Score -235818.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -236547.546875 Penalty: 3995.673340
	Iteration 1F: 3 clusters Score -236547.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -236872.703125 Penalty: 3995.673340
	Iteration 2F: 3 clusters Score -236872.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -237190.093750 Penalty: 3995.673340
	Iteration 3F: 3 clusters Score -237190.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -237461.968750 Penalty: 3995.673340
	Iteration 4F: 3 clusters Score -237462 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -237606.437500 Penalty: 3995.673340
	Iteration 5Q: 3 clusters Score -237606.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -237695.203125 Penalty: 3995.673340
	Iteration 6Q: 3 clusters Score -237695.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -237752.218750 Penalty: 3995.673340
	Iteration 7Q: 3 clusters Score -237752.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -237799.375000 Penalty: 3995.673340
	Iteration 8Q: 3 clusters Score -237799.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -237838.250000 Penalty: 3995.673340
	Iteration 9Q: 3 clusters Score -237838.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -237869.046875 Penalty: 3995.673340
	Iteration 10Q: 3 clusters Score -237869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -237893.390625 Penalty: 3995.673340
	Iteration 11Q: 3 clusters Score -237893.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -237915.812500 Penalty: 3995.673340
	Iteration 12Q: 3 clusters Score -237915.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -237934.390625 Penalty: 3995.673340
	Iteration 13Q: 3 clusters Score -237934.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -237953.031250 Penalty: 3995.673340
	Iteration 14Q: 3 clusters Score -237953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -237963.125000 Penalty: 3995.673340
	Iteration 15Q: 3 clusters Score -237963.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -237970.500000 Penalty: 3995.673340
	Iteration 16Q: 3 clusters Score -237970.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -237979.421875 Penalty: 3995.673340
	Iteration 17Q: 3 clusters Score -237979.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -237991.421875 Penalty: 3995.673340
	Iteration 18Q: 3 clusters Score -237991.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -238005.296875 Penalty: 3995.673340
	Iteration 19Q: 3 clusters Score -238005.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -238014.953125 Penalty: 3995.673340
	Iteration 20F: 3 clusters Score -238015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -238032.937500 Penalty: 3995.673340
	Iteration 21Q: 3 clusters Score -238032.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -238050.796875 Penalty: 3995.673340
	Iteration 22Q: 3 clusters Score -238050.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -238070.875000 Penalty: 3995.673340
	Iteration 23Q: 3 clusters Score -238070.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -238090.171875 Penalty: 3995.673340
	Iteration 24Q: 3 clusters Score -238090.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -238104.187500 Penalty: 3995.673340
	Iteration 25Q: 3 clusters Score -238104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -238122.640625 Penalty: 3995.673340
	Iteration 26Q: 3 clusters Score -238122.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -238140.578125 Penalty: 3995.673340
	Iteration 27Q: 3 clusters Score -238140.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -238153.437500 Penalty: 3995.673340
	Iteration 28Q: 3 clusters Score -238153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -238164.890625 Penalty: 3995.673340
	Iteration 29Q: 3 clusters Score -238164.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -238182.062500 Penalty: 3995.673340
	Iteration 30Q: 3 clusters Score -238182.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -238192.390625 Penalty: 3995.673340
	Iteration 31Q: 3 clusters Score -238192.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -238211.968750 Penalty: 3995.673340
	Iteration 32Q: 3 clusters Score -238212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -238227.546875 Penalty: 3995.673340
	Iteration 33Q: 3 clusters Score -238227.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -238242.390625 Penalty: 3995.673340
	Iteration 34Q: 3 clusters Score -238242.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -238250.078125 Penalty: 3995.673340
	Iteration 35Q: 3 clusters Score -238250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -238261.437500 Penalty: 3995.673340
	Iteration 36Q: 3 clusters Score -238261.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -238275.296875 Penalty: 3995.673340
	Iteration 37Q: 3 clusters Score -238275.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -238296.218750 Penalty: 3995.673340
	Iteration 38Q: 3 clusters Score -238296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -238313.906250 Penalty: 3995.673340
	Iteration 39Q: 3 clusters Score -238313.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -238328.500000 Penalty: 3995.673340
	Iteration 40F: 3 clusters Score -238328.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -238352.437500 Penalty: 3995.673340
	Iteration 41Q: 3 clusters Score -238352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -238376.093750 Penalty: 3995.673340
	Iteration 42Q: 3 clusters Score -238376.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -238405.234375 Penalty: 3995.673340
	Iteration 43Q: 3 clusters Score -238405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -238439.984375 Penalty: 3995.673340
	Iteration 44Q: 3 clusters Score -238440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -238509.781250 Penalty: 3995.673340
	Iteration 45Q: 3 clusters Score -238509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -238604.046875 Penalty: 3995.673340
	Iteration 46Q: 3 clusters Score -238604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -238698.343750 Penalty: 3995.673340
	Iteration 47Q: 3 clusters Score -238698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -238716.937500 Penalty: 3995.673340
	Iteration 48Q: 3 clusters Score -238716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -238723.750000 Penalty: 3995.673340
	Iteration 49Q: 3 clusters Score -238723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -238725.890625 Penalty: 3995.673340
	Iteration 50Q: 3 clusters Score -238725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -238725.890625 Penalty: 3995.673340
	Iteration 51F: 3 clusters Score -238725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -141207.265625 Penalty: 1871.911133
	Iteration 0F: 2 clusters Score -141207.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -138621.750000 Penalty: 3743.822266
	Iteration 0F: 3 clusters Score -138621.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139045.218750 Penalty: 3743.822266
	Iteration 1F: 3 clusters Score -139045.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -139154.265625 Penalty: 3743.822266
	Iteration 2F: 3 clusters Score -139154.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139232.140625 Penalty: 3743.822266
	Iteration 3Q: 3 clusters Score -139232.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -139281.562500 Penalty: 3743.822266
	Iteration 4Q: 3 clusters Score -139281.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -139313.750000 Penalty: 3743.822266
	Iteration 5Q: 3 clusters Score -139313.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139340.062500 Penalty: 3743.822266
	Iteration 6Q: 3 clusters Score -139340.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -139377.890625 Penalty: 3743.822266
	Iteration 7Q: 3 clusters Score -139377.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -139407.234375 Penalty: 3743.822266
	Iteration 8Q: 3 clusters Score -139407.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -139431.140625 Penalty: 3743.822266
	Iteration 9Q: 3 clusters Score -139431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -139446.359375 Penalty: 3743.822266
	Iteration 10Q: 3 clusters Score -139446.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -139472.937500 Penalty: 3743.822266
	Iteration 11Q: 3 clusters Score -139472.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -139503.109375 Penalty: 3743.822266
	Iteration 12Q: 3 clusters Score -139503.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -139543.781250 Penalty: 3743.822266
	Iteration 13Q: 3 clusters Score -139543.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139570.859375 Penalty: 3743.822266
	Iteration 14Q: 3 clusters Score -139570.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -139602.046875 Penalty: 3743.822266
	Iteration 15Q: 3 clusters Score -139602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -139632.500000 Penalty: 3743.822266
	Iteration 16Q: 3 clusters Score -139632.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -139645.234375 Penalty: 3743.822266
	Iteration 17Q: 3 clusters Score -139645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -139658.031250 Penalty: 3743.822266
	Iteration 18Q: 3 clusters Score -139658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -139667.390625 Penalty: 3743.822266
	Iteration 19Q: 3 clusters Score -139667.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -139673.984375 Penalty: 3743.822266
	Iteration 20F: 3 clusters Score -139674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -139682.562500 Penalty: 3743.822266
	Iteration 21Q: 3 clusters Score -139682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -139688.875000 Penalty: 3743.822266
	Iteration 22Q: 3 clusters Score -139688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -139691.468750 Penalty: 3743.822266
	Iteration 23Q: 3 clusters Score -139691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -139693.468750 Penalty: 3743.822266
	Iteration 24Q: 3 clusters Score -139693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139694.609375 Penalty: 3743.822266
	Iteration 25Q: 3 clusters Score -139694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -139697.984375 Penalty: 3743.822266
	Iteration 26Q: 3 clusters Score -139698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -139699.843750 Penalty: 3743.822266
	Iteration 27Q: 3 clusters Score -139699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -139702.312500 Penalty: 3743.822266
	Iteration 28Q: 3 clusters Score -139702.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -139704.609375 Penalty: 3743.822266
	Iteration 29Q: 3 clusters Score -139704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -139706.812500 Penalty: 3743.822266
	Iteration 30Q: 3 clusters Score -139706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -139708.281250 Penalty: 3743.822266
	Iteration 31Q: 3 clusters Score -139708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -139710.875000 Penalty: 3743.822266
	Iteration 32Q: 3 clusters Score -139710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139714.843750 Penalty: 3743.822266
	Iteration 33Q: 3 clusters Score -139714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139721.343750 Penalty: 3743.822266
	Iteration 34Q: 3 clusters Score -139721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -139726.171875 Penalty: 3743.822266
	Iteration 35Q: 3 clusters Score -139726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -139728.281250 Penalty: 3743.822266
	Iteration 36Q: 3 clusters Score -139728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -139731.296875 Penalty: 3743.822266
	Iteration 37Q: 3 clusters Score -139731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -139734.218750 Penalty: 3743.822266
	Iteration 38Q: 3 clusters Score -139734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139738.546875 Penalty: 3743.822266
	Iteration 39Q: 3 clusters Score -139738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -139740.734375 Penalty: 3743.822266
	Iteration 40F: 3 clusters Score -139740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -139743.093750 Penalty: 3743.822266
	Iteration 41Q: 3 clusters Score -139743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -139744.250000 Penalty: 3743.822266
	Iteration 42Q: 3 clusters Score -139744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -139746.484375 Penalty: 3743.822266
	Iteration 43Q: 3 clusters Score -139746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -139747.859375 Penalty: 3743.822266
	Iteration 44Q: 3 clusters Score -139747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -139749.312500 Penalty: 3743.822266
	Iteration 45Q: 3 clusters Score -139749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -139751.750000 Penalty: 3743.822266
	Iteration 46Q: 3 clusters Score -139751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -139753.484375 Penalty: 3743.822266
	Iteration 47Q: 3 clusters Score -139753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139754.296875 Penalty: 3743.822266
	Iteration 48Q: 3 clusters Score -139754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -139755.125000 Penalty: 3743.822266
	Iteration 49Q: 3 clusters Score -139755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139755.593750 Penalty: 3743.822266
	Iteration 50Q: 3 clusters Score -139755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -139755.593750 Penalty: 3743.822266
	Iteration 51F: 3 clusters Score -139755.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -85254.960938 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -85254.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83184.820312 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -83184.82 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83498.632812 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -83498.63 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83582.187500 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -83582.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83628.789062 Penalty: 3497.720459
	Iteration 3Q: 3 clusters Score -83628.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -83666.335938 Penalty: 3497.720459
	Iteration 4Q: 3 clusters Score -83666.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83686.078125 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -83686.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83700.976562 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -83700.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -83710.148438 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -83710.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83713.093750 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -83713.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83713.507812 Penalty: 3497.720459
	Iteration 9Q: 3 clusters Score -83713.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83713.507812 Penalty: 3497.720459
	Iteration 10F: 3 clusters Score -83713.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Entering Unmasked Estep 
Score: -1617272.000000 Penalty: 2449.760742
	Iteration 0F: 2 clusters Score -1617272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1603512.250000 Penalty: 4899.521484
	Iteration 0F: 3 clusters Score -1603512 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1608107.750000 Penalty: 4899.521484
	Iteration 1F: 3 clusters Score -1608108 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1608490.750000 Penalty: 4899.521484
	Iteration 2F: 3 clusters Score -1608491 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1608820.625000 Penalty: 4899.521484
	Iteration 3Q: 3 clusters Score -1608821 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1609097.250000 Penalty: 4899.521484
	Iteration 4Q: 3 clusters Score -1609097 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1609408.625000 Penalty: 4899.521484
	Iteration 5Q: 3 clusters Score -1609409 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1609751.375000 Penalty: 4899.521484
	Iteration 6Q: 3 clusters Score -1609751 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1610215.375000 Penalty: 4899.521484
	Iteration 7Q: 3 clusters Score -1610215 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1610840.375000 Penalty: 4899.521484
	Iteration 8Q: 3 clusters Score -1610840 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1611581.250000 Penalty: 4899.521484
	Iteration 9F: 3 clusters Score -1611581 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1612372.250000 Penalty: 4899.521484
	Iteration 10F: 3 clusters Score -1612372 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1613071.375000 Penalty: 4899.521484
	Iteration 11Q: 3 clusters Score -1613071 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1613655.500000 Penalty: 4899.521484
	Iteration 12Q: 3 clusters Score -1613656 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1614115.625000 Penalty: 4899.521484
	Iteration 13Q: 3 clusters Score -1614116 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1614449.625000 Penalty: 4899.521484
	Iteration 14Q: 3 clusters Score -1614450 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1614662.875000 Penalty: 4899.521484
	Iteration 15Q: 3 clusters Score -1614663 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1614799.625000 Penalty: 4899.521484
	Iteration 16Q: 3 clusters Score -1614800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1614880.750000 Penalty: 4899.521484
	Iteration 17Q: 3 clusters Score -1614881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1614942.250000 Penalty: 4899.521484
	Iteration 18Q: 3 clusters Score -1614942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -1614986.250000 Penalty: 4899.521484
	Iteration 19Q: 3 clusters Score -1614986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1615010.875000 Penalty: 4899.521484
	Iteration 20F: 3 clusters Score -1615011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1615039.625000 Penalty: 4899.521484
	Iteration 21Q: 3 clusters Score -1615040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1615061.125000 Penalty: 4899.521484
	Iteration 22Q: 3 clusters Score -1615061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1615081.500000 Penalty: 4899.521484
	Iteration 23Q: 3 clusters Score -1615082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1615097.125000 Penalty: 4899.521484
	Iteration 24Q: 3 clusters Score -1615097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1615117.125000 Penalty: 4899.521484
	Iteration 25Q: 3 clusters Score -1615117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1615130.375000 Penalty: 4899.521484
	Iteration 26Q: 3 clusters Score -1615130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1615137.625000 Penalty: 4899.521484
	Iteration 27Q: 3 clusters Score -1615138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1615154.875000 Penalty: 4899.521484
	Iteration 28Q: 3 clusters Score -1615155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1615162.000000 Penalty: 4899.521484
	Iteration 29Q: 3 clusters Score -1615162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1615167.750000 Penalty: 4899.521484
	Iteration 30Q: 3 clusters Score -1615168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1615175.875000 Penalty: 4899.521484
	Iteration 31Q: 3 clusters Score -1615176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1615184.500000 Penalty: 4899.521484
	Iteration 32Q: 3 clusters Score -1615184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1615190.250000 Penalty: 4899.521484
	Iteration 33Q: 3 clusters Score -1615190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1615196.250000 Penalty: 4899.521484
	Iteration 34Q: 3 clusters Score -1615196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -1615203.000000 Penalty: 4899.521484
	Iteration 35Q: 3 clusters Score -1615203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1615205.625000 Penalty: 4899.521484
	Iteration 36Q: 3 clusters Score -1615206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1615206.375000 Penalty: 4899.521484
	Iteration 37Q: 3 clusters Score -1615206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1615208.625000 Penalty: 4899.521484
	Iteration 38Q: 3 clusters Score -1615209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -1615207.875000 Penalty: 4899.521484
	Iteration 39Q: 3 clusters Score -1615208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1615211.750000 Penalty: 4899.521484
	Iteration 40F: 3 clusters Score -1615212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 20926 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 34769 members 
Mstep: Class 8 contains 15554 members 
Mstep: Class 9 contains 19356 members 
Mstep: Class 10 contains 870050 members 
Mstep: Class 11 contains 85200 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 97453 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 15 contains 20552 members 
Mstep: Class 16 contains 30640 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 34094 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 3522 members 
Mstep: Class 24 contains 232896 members 
Mstep: Class 25 contains 31878 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 6415 members 
Mstep: Class 29 contains 3152 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1155 members 
Mstep: Class 32 contains 19498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142763888.000000 Penalty: 125124.562500
Iteration 79Q: 36 clusters Score -1.427639e+08 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 21252 members 
Mstep: Class 6 contains 12613 members 
Mstep: Class 7 contains 35234 members 
Mstep: Class 8 contains 15585 members 
Mstep: Class 9 contains 19409 members 
Mstep: Class 10 contains 872852 members 
Mstep: Class 11 contains 85931 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 98087 members 
Mstep: Class 14 contains 15373 members 
Mstep: Class 15 contains 20522 members 
Mstep: Class 16 contains 30830 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 34053 members 
Mstep: Class 19 contains 10396 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 19693 members 
Mstep: Class 22 contains 8217 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 234883 members 
Mstep: Class 25 contains 31842 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 1432 members 
Mstep: Class 28 contains 6399 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 1890 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 19652 members 
Mstep: Class 33 contains 149130 members 
Mstep: Class 34 contains 3402 members 
Mstep: Class 35 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142771984.000000 Penalty: 125124.562500
Iteration 80F: 36 clusters Score -1.42772e+08 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 21080 members 
Mstep: Class 6 contains 12476 members 
Mstep: Class 7 contains 35509 members 
Mstep: Class 8 contains 15577 members 
Mstep: Class 9 contains 19382 members 
Mstep: Class 10 contains 871056 members 
Mstep: Class 11 contains 86247 members 
Mstep: Class 12 contains 4445 members 
Mstep: Class 13 contains 97937 members 
Mstep: Class 14 contains 15457 members 
Mstep: Class 15 contains 20490 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 33982 members 
Mstep: Class 19 contains 10060 members 
Mstep: Class 20 contains 1028 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 8260 members 
Mstep: Class 23 contains 3921 members 
Mstep: Class 24 contains 235105 members 
Mstep: Class 25 contains 31648 members 
Mstep: Class 26 contains 7997 members 
Mstep: Class 27 contains 1444 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 3258 members 
Mstep: Class 30 contains 1893 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19739 members 
Mstep: Class 33 contains 150890 members 
Mstep: Class 34 contains 3407 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142774464.000000 Penalty: 125124.562500
Iteration 81Q: 36 clusters Score -1.427745e+08 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 2461 members 
Mstep: Class 5 contains 20989 members 
Mstep: Class 6 contains 12381 members 
Mstep: Class 7 contains 35749 members 
Mstep: Class 8 contains 15557 members 
Mstep: Class 9 contains 19369 members 
Mstep: Class 10 contains 869366 members 
Mstep: Class 11 contains 86446 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 97829 members 
Mstep: Class 14 contains 15537 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 30987 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 33876 members 
Mstep: Class 19 contains 9803 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 19416 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 23 contains 4029 members 
Mstep: Class 24 contains 235506 members 
Mstep: Class 25 contains 31522 members 
Mstep: Class 26 contains 7978 members 
Mstep: Class 27 contains 1455 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 3296 members 
Mstep: Class 30 contains 1893 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19796 members 
Mstep: Class 33 contains 152321 members 
Mstep: Class 34 contains 3412 members 
Mstep: Class 35 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142775856.000000 Penalty: 125124.562500
Iteration 82Q: 36 clusters Score -1.427759e+08 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 5138 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 20891 members 
Mstep: Class 6 contains 12287 members 
Mstep: Class 7 contains 35859 members 
Mstep: Class 8 contains 15577 members 
Mstep: Class 9 contains 19335 members 
Mstep: Class 10 contains 867750 members 
Mstep: Class 11 contains 86596 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 97716 members 
Mstep: Class 14 contains 15610 members 
Mstep: Class 15 contains 20490 members 
Mstep: Class 16 contains 31042 members 
Mstep: Class 17 contains 3484 members 
Mstep: Class 18 contains 33809 members 
Mstep: Class 19 contains 9597 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 19299 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 4094 members 
Mstep: Class 24 contains 235876 members 
Mstep: Class 25 contains 31451 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 1461 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 3321 members 
Mstep: Class 30 contains 1893 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19847 members 
Mstep: Class 33 contains 153760 members 
Mstep: Class 34 contains 3413 members 
Mstep: Class 35 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142776528.000000 Penalty: 125124.562500
Iteration 83Q: 36 clusters Score -1.427765e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 5167 members 
Mstep: Class 3 contains 4039 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 20787 members 
Mstep: Class 6 contains 12208 members 
Mstep: Class 7 contains 35898 members 
Mstep: Class 8 contains 15601 members 
Mstep: Class 9 contains 19307 members 
Mstep: Class 10 contains 866291 members 
Mstep: Class 11 contains 86700 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 13 contains 97655 members 
Mstep: Class 14 contains 15671 members 
Mstep: Class 15 contains 20494 members 
Mstep: Class 16 contains 31093 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 33747 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 22 contains 8300 members 
Mstep: Class 23 contains 4153 members 
Mstep: Class 24 contains 236264 members 
Mstep: Class 25 contains 31406 members 
Mstep: Class 26 contains 7970 members 
Mstep: Class 27 contains 1470 members 
Mstep: Class 28 contains 6370 members 
Mstep: Class 29 contains 3327 members 
Mstep: Class 30 contains 1889 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19901 members 
Mstep: Class 33 contains 155006 members 
Mstep: Class 34 contains 3415 members 
Mstep: Class 35 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777184.000000 Penalty: 125124.562500
Iteration 84Q: 36 clusters Score -1.427772e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 2473 members 
Mstep: Class 5 contains 20706 members 
Mstep: Class 6 contains 12128 members 
Mstep: Class 7 contains 35903 members 
Mstep: Class 8 contains 15647 members 
Mstep: Class 9 contains 19283 members 
Mstep: Class 10 contains 864851 members 
Mstep: Class 11 contains 86774 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 97623 members 
Mstep: Class 14 contains 15737 members 
Mstep: Class 15 contains 20491 members 
Mstep: Class 16 contains 31135 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 33689 members 
Mstep: Class 19 contains 9361 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 19127 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 236631 members 
Mstep: Class 25 contains 31409 members 
Mstep: Class 26 contains 7976 members 
Mstep: Class 27 contains 1473 members 
Mstep: Class 28 contains 6364 members 
Mstep: Class 29 contains 3330 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19940 members 
Mstep: Class 33 contains 156168 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777488.000000 Penalty: 125124.562500
Iteration 85Q: 36 clusters Score -1.427775e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 20646 members 
Mstep: Class 6 contains 12053 members 
Mstep: Class 7 contains 35889 members 
Mstep: Class 8 contains 15690 members 
Mstep: Class 9 contains 19248 members 
Mstep: Class 10 contains 863566 members 
Mstep: Class 11 contains 86816 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 97604 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 20488 members 
Mstep: Class 16 contains 31157 members 
Mstep: Class 17 contains 3531 members 
Mstep: Class 18 contains 33643 members 
Mstep: Class 19 contains 9279 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 19056 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 237004 members 
Mstep: Class 25 contains 31397 members 
Mstep: Class 26 contains 7978 members 
Mstep: Class 27 contains 1477 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3332 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19965 members 
Mstep: Class 33 contains 157231 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142777856.000000 Penalty: 125124.562500
Iteration 86Q: 36 clusters Score -1.427779e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 20580 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 35857 members 
Mstep: Class 8 contains 15745 members 
Mstep: Class 9 contains 19217 members 
Mstep: Class 10 contains 862508 members 
Mstep: Class 11 contains 86842 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 97627 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 20483 members 
Mstep: Class 16 contains 31157 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 33602 members 
Mstep: Class 19 contains 9200 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18984 members 
Mstep: Class 22 contains 8322 members 
Mstep: Class 23 contains 4253 members 
Mstep: Class 24 contains 237321 members 
Mstep: Class 25 contains 31395 members 
Mstep: Class 26 contains 7979 members 
Mstep: Class 27 contains 1480 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 1892 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 158123 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142778336.000000 Penalty: 125124.562500
Iteration 87Q: 36 clusters Score -1.427783e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 20512 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 35832 members 
Mstep: Class 8 contains 15840 members 
Mstep: Class 9 contains 19194 members 
Mstep: Class 10 contains 861608 members 
Mstep: Class 11 contains 86870 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 97621 members 
Mstep: Class 14 contains 15973 members 
Mstep: Class 15 contains 20486 members 
Mstep: Class 16 contains 31175 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 9146 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18911 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 4282 members 
Mstep: Class 24 contains 237588 members 
Mstep: Class 25 contains 31399 members 
Mstep: Class 26 contains 7977 members 
Mstep: Class 27 contains 1483 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 1895 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20009 members 
Mstep: Class 33 contains 158880 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142778912.000000 Penalty: 125124.562500
Iteration 88Q: 36 clusters Score -1.427789e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 5323 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 2478 members 
Mstep: Class 5 contains 20465 members 
Mstep: Class 6 contains 11601 members 
Mstep: Class 7 contains 35817 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 19173 members 
Mstep: Class 10 contains 860808 members 
Mstep: Class 11 contains 86880 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 97628 members 
Mstep: Class 14 contains 16057 members 
Mstep: Class 15 contains 20483 members 
Mstep: Class 16 contains 31187 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 33536 members 
Mstep: Class 19 contains 9091 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18856 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 237801 members 
Mstep: Class 25 contains 31429 members 
Mstep: Class 26 contains 7977 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3335 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20024 members 
Mstep: Class 33 contains 159536 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779008.000000 Penalty: 125124.562500
Iteration 89Q: 36 clusters Score -1.42779e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 20424 members 
Mstep: Class 6 contains 11389 members 
Mstep: Class 7 contains 35804 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 19162 members 
Mstep: Class 10 contains 860103 members 
Mstep: Class 11 contains 86872 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 97675 members 
Mstep: Class 14 contains 16149 members 
Mstep: Class 15 contains 20481 members 
Mstep: Class 16 contains 31191 members 
Mstep: Class 17 contains 3625 members 
Mstep: Class 18 contains 33509 members 
Mstep: Class 19 contains 9043 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 18803 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 237990 members 
Mstep: Class 25 contains 31426 members 
Mstep: Class 26 contains 7976 members 
Mstep: Class 27 contains 1489 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3336 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20034 members 
Mstep: Class 33 contains 160067 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779280.000000 Penalty: 125124.562500
Iteration 90Q: 36 clusters Score -1.427793e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 20390 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 35795 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 19147 members 
Mstep: Class 10 contains 859490 members 
Mstep: Class 11 contains 86864 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 97734 members 
Mstep: Class 14 contains 16243 members 
Mstep: Class 15 contains 20488 members 
Mstep: Class 16 contains 31196 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 33491 members 
Mstep: Class 19 contains 9005 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18750 members 
Mstep: Class 22 contains 8364 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 238173 members 
Mstep: Class 25 contains 31430 members 
Mstep: Class 26 contains 7981 members 
Mstep: Class 27 contains 1486 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3337 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20045 members 
Mstep: Class 33 contains 160481 members 
Mstep: Class 34 contains 3417 members 
Mstep: Class 35 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780016.000000 Penalty: 125124.562500
Iteration 91Q: 36 clusters Score -1.4278e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 20364 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 35791 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 19115 members 
Mstep: Class 10 contains 858932 members 
Mstep: Class 11 contains 86857 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 97789 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 20495 members 
Mstep: Class 16 contains 31213 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 33467 members 
Mstep: Class 19 contains 8968 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18718 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 4418 members 
Mstep: Class 24 contains 238360 members 
Mstep: Class 25 contains 31429 members 
Mstep: Class 26 contains 7986 members 
Mstep: Class 27 contains 1488 members 
Mstep: Class 28 contains 6356 members 
Mstep: Class 29 contains 3337 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20047 members 
Mstep: Class 33 contains 160831 members 
Mstep: Class 34 contains 3419 members 
Mstep: Class 35 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780160.000000 Penalty: 125124.562500
Iteration 92Q: 36 clusters Score -1.427802e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 5409 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 20340 members 
Mstep: Class 6 contains 10925 members 
Mstep: Class 7 contains 35798 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 19096 members 
Mstep: Class 10 contains 858456 members 
Mstep: Class 11 contains 86845 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 97842 members 
Mstep: Class 14 contains 16456 members 
Mstep: Class 15 contains 20499 members 
Mstep: Class 16 contains 31217 members 
Mstep: Class 17 contains 3724 members 
Mstep: Class 18 contains 33451 members 
Mstep: Class 19 contains 8943 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18674 members 
Mstep: Class 22 contains 8397 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 238514 members 
Mstep: Class 25 contains 31419 members 
Mstep: Class 26 contains 7990 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3338 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20043 members 
Mstep: Class 33 contains 161118 members 
Mstep: Class 34 contains 3419 members 
Mstep: Class 35 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142779920.000000 Penalty: 125124.562500
Iteration 93Q: 36 clusters Score -1.427799e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 5438 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20319 members 
Mstep: Class 6 contains 10831 members 
Mstep: Class 7 contains 35790 members 
Mstep: Class 8 contains 16401 members 
Mstep: Class 9 contains 19061 members 
Mstep: Class 10 contains 858059 members 
Mstep: Class 11 contains 86833 members 
Mstep: Class 12 contains 4458 members 
Mstep: Class 13 contains 97891 members 
Mstep: Class 14 contains 16566 members 
Mstep: Class 15 contains 20505 members 
Mstep: Class 16 contains 31222 members 
Mstep: Class 17 contains 3753 members 
Mstep: Class 18 contains 33446 members 
Mstep: Class 19 contains 8924 members 
Mstep: Class 20 contains 1027 members 
Mstep: Class 21 contains 18641 members 
Mstep: Class 22 contains 8405 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 238647 members 
Mstep: Class 25 contains 31413 members 
Mstep: Class 26 contains 7994 members 
Mstep: Class 27 contains 1494 members 
Mstep: Class 28 contains 6354 members 
Mstep: Class 29 contains 3339 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20045 members 
Mstep: Class 33 contains 161340 members 
Mstep: Class 34 contains 3419 members 
Mstep: Class 35 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780096.000000 Penalty: 125124.562500
Iteration 94Q: 36 clusters Score -1.427801e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 5458 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20298 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 35775 members 
Mstep: Class 8 contains 16440 members 
Mstep: Class 9 contains 19032 members 
Mstep: Class 10 contains 857695 members 
Mstep: Class 11 contains 86824 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 97933 members 
Mstep: Class 14 contains 16687 members 
Mstep: Class 15 contains 20502 members 
Mstep: Class 16 contains 31224 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 33442 members 
Mstep: Class 19 contains 8904 members 
Mstep: Class 20 contains 1027 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 8409 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 238749 members 
Mstep: Class 25 contains 31409 members 
Mstep: Class 26 contains 7994 members 
Mstep: Class 27 contains 1500 members 
Mstep: Class 28 contains 6353 members 
Mstep: Class 29 contains 3338 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20047 members 
Mstep: Class 33 contains 161567 members 
Mstep: Class 34 contains 3419 members 
Mstep: Class 35 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780160.000000 Penalty: 125124.562500
Iteration 95Q: 36 clusters Score -1.427802e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 5477 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20288 members 
Mstep: Class 6 contains 10749 members 
Mstep: Class 7 contains 35764 members 
Mstep: Class 8 contains 16442 members 
Mstep: Class 9 contains 18990 members 
Mstep: Class 10 contains 857351 members 
Mstep: Class 11 contains 86820 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 97991 members 
Mstep: Class 14 contains 16818 members 
Mstep: Class 15 contains 20492 members 
Mstep: Class 16 contains 31233 members 
Mstep: Class 17 contains 3785 members 
Mstep: Class 18 contains 33433 members 
Mstep: Class 19 contains 8888 members 
Mstep: Class 20 contains 1027 members 
Mstep: Class 21 contains 18531 members 
Mstep: Class 22 contains 8409 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 238863 members 
Mstep: Class 25 contains 31393 members 
Mstep: Class 26 contains 7994 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20043 members 
Mstep: Class 33 contains 161765 members 
Mstep: Class 34 contains 3420 members 
Mstep: Class 35 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780624.000000 Penalty: 125124.562500
Iteration 96Q: 36 clusters Score -1.427806e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20285 members 
Mstep: Class 6 contains 10726 members 
Mstep: Class 7 contains 35765 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 18939 members 
Mstep: Class 10 contains 857066 members 
Mstep: Class 11 contains 86823 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 98034 members 
Mstep: Class 14 contains 16922 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 31243 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 33432 members 
Mstep: Class 19 contains 8872 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18476 members 
Mstep: Class 22 contains 8412 members 
Mstep: Class 23 contains 4489 members 
Mstep: Class 24 contains 238944 members 
Mstep: Class 25 contains 31373 members 
Mstep: Class 26 contains 8001 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 6354 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20046 members 
Mstep: Class 33 contains 161921 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142780800.000000 Penalty: 125124.562500
Iteration 97Q: 36 clusters Score -1.427808e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20284 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 35760 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18909 members 
Mstep: Class 10 contains 856819 members 
Mstep: Class 11 contains 86829 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 98073 members 
Mstep: Class 14 contains 17035 members 
Mstep: Class 15 contains 20481 members 
Mstep: Class 16 contains 31255 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 33433 members 
Mstep: Class 19 contains 8859 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18405 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 239004 members 
Mstep: Class 25 contains 31344 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 1505 members 
Mstep: Class 28 contains 6353 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1912 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20055 members 
Mstep: Class 33 contains 162058 members 
Mstep: Class 34 contains 3423 members 
Mstep: Class 35 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781056.000000 Penalty: 125124.562500
Iteration 98Q: 36 clusters Score -1.427811e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20287 members 
Mstep: Class 6 contains 10671 members 
Mstep: Class 7 contains 35751 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18880 members 
Mstep: Class 10 contains 856602 members 
Mstep: Class 11 contains 86840 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 98119 members 
Mstep: Class 14 contains 17150 members 
Mstep: Class 15 contains 20471 members 
Mstep: Class 16 contains 31267 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 33430 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18320 members 
Mstep: Class 22 contains 8419 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 239063 members 
Mstep: Class 25 contains 31325 members 
Mstep: Class 26 contains 8015 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 6355 members 
Mstep: Class 29 contains 3339 members 
Mstep: Class 30 contains 1910 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20066 members 
Mstep: Class 33 contains 162167 members 
Mstep: Class 34 contains 3423 members 
Mstep: Class 35 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781104.000000 Penalty: 125124.562500
Iteration 99Q: 36 clusters Score -1.427811e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20290 members 
Mstep: Class 6 contains 10640 members 
Mstep: Class 7 contains 35740 members 
Mstep: Class 8 contains 16489 members 
Mstep: Class 9 contains 18854 members 
Mstep: Class 10 contains 856384 members 
Mstep: Class 11 contains 86846 members 
Mstep: Class 12 contains 4471 members 
Mstep: Class 13 contains 98144 members 
Mstep: Class 14 contains 17274 members 
Mstep: Class 15 contains 20463 members 
Mstep: Class 16 contains 31273 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 33427 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18250 members 
Mstep: Class 22 contains 8419 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 239133 members 
Mstep: Class 25 contains 31311 members 
Mstep: Class 26 contains 8027 members 
Mstep: Class 27 contains 1504 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20072 members 
Mstep: Class 33 contains 162260 members 
Mstep: Class 34 contains 3423 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781328.000000 Penalty: 125124.562500
Iteration 100F: 36 clusters Score -1.427813e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 5588 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20283 members 
Mstep: Class 6 contains 10605 members 
Mstep: Class 7 contains 35738 members 
Mstep: Class 8 contains 16504 members 
Mstep: Class 9 contains 18832 members 
Mstep: Class 10 contains 856201 members 
Mstep: Class 11 contains 86847 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 13 contains 98173 members 
Mstep: Class 14 contains 17399 members 
Mstep: Class 15 contains 20459 members 
Mstep: Class 16 contains 31287 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 33424 members 
Mstep: Class 19 contains 8809 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18159 members 
Mstep: Class 22 contains 8420 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 239190 members 
Mstep: Class 25 contains 31319 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 1507 members 
Mstep: Class 28 contains 6354 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20072 members 
Mstep: Class 33 contains 162340 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781408.000000 Penalty: 125124.562500
Iteration 101Q: 36 clusters Score -1.427814e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 5630 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20275 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 16514 members 
Mstep: Class 9 contains 18806 members 
Mstep: Class 10 contains 856036 members 
Mstep: Class 11 contains 86854 members 
Mstep: Class 12 contains 4474 members 
Mstep: Class 13 contains 98184 members 
Mstep: Class 14 contains 17509 members 
Mstep: Class 15 contains 20456 members 
Mstep: Class 16 contains 31303 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 33422 members 
Mstep: Class 19 contains 8794 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 18074 members 
Mstep: Class 22 contains 8420 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 239245 members 
Mstep: Class 25 contains 31308 members 
Mstep: Class 26 contains 8050 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 6355 members 
Mstep: Class 29 contains 3340 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20074 members 
Mstep: Class 33 contains 162423 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781616.000000 Penalty: 125124.562500
Iteration 102Q: 36 clusters Score -1.427816e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 5665 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20270 members 
Mstep: Class 6 contains 10572 members 
Mstep: Class 7 contains 35729 members 
Mstep: Class 8 contains 16507 members 
Mstep: Class 9 contains 18786 members 
Mstep: Class 10 contains 855942 members 
Mstep: Class 11 contains 86856 members 
Mstep: Class 12 contains 4474 members 
Mstep: Class 13 contains 98195 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 20457 members 
Mstep: Class 16 contains 31315 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 33417 members 
Mstep: Class 19 contains 8786 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 17966 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 4539 members 
Mstep: Class 24 contains 239285 members 
Mstep: Class 25 contains 31293 members 
Mstep: Class 26 contains 8057 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 6353 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20073 members 
Mstep: Class 33 contains 162472 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142781664.000000 Penalty: 125124.562500
Iteration 103Q: 36 clusters Score -1.427817e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20268 members 
Mstep: Class 6 contains 10564 members 
Mstep: Class 7 contains 35723 members 
Mstep: Class 8 contains 16524 members 
Mstep: Class 9 contains 18767 members 
Mstep: Class 10 contains 855838 members 
Mstep: Class 11 contains 86862 members 
Mstep: Class 12 contains 4474 members 
Mstep: Class 13 contains 98211 members 
Mstep: Class 14 contains 17743 members 
Mstep: Class 15 contains 20453 members 
Mstep: Class 16 contains 31325 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 33413 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17836 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 239318 members 
Mstep: Class 25 contains 31282 members 
Mstep: Class 26 contains 8066 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20075 members 
Mstep: Class 33 contains 162509 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782032.000000 Penalty: 125124.562500
Iteration 104Q: 36 clusters Score -1.42782e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 4007 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20268 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 16537 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 855751 members 
Mstep: Class 11 contains 86868 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 98228 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 20443 members 
Mstep: Class 16 contains 31338 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 33410 members 
Mstep: Class 19 contains 8772 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17712 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 239354 members 
Mstep: Class 25 contains 31270 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 1511 members 
Mstep: Class 28 contains 6348 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1905 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162545 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782160.000000 Penalty: 125124.562500
Iteration 105Q: 36 clusters Score -1.427822e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 5781 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20270 members 
Mstep: Class 6 contains 10533 members 
Mstep: Class 7 contains 35722 members 
Mstep: Class 8 contains 16550 members 
Mstep: Class 9 contains 18715 members 
Mstep: Class 10 contains 855657 members 
Mstep: Class 11 contains 86874 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 98252 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 20431 members 
Mstep: Class 16 contains 31346 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 33401 members 
Mstep: Class 19 contains 8763 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17609 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 239387 members 
Mstep: Class 25 contains 31264 members 
Mstep: Class 26 contains 8101 members 
Mstep: Class 27 contains 1512 members 
Mstep: Class 28 contains 6346 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20079 members 
Mstep: Class 33 contains 162587 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782064.000000 Penalty: 125124.562500
Iteration 106Q: 36 clusters Score -1.427821e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20271 members 
Mstep: Class 6 contains 10508 members 
Mstep: Class 7 contains 35721 members 
Mstep: Class 8 contains 16555 members 
Mstep: Class 9 contains 18690 members 
Mstep: Class 10 contains 855556 members 
Mstep: Class 11 contains 86878 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 98265 members 
Mstep: Class 14 contains 18088 members 
Mstep: Class 15 contains 20418 members 
Mstep: Class 16 contains 31347 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 33391 members 
Mstep: Class 19 contains 8749 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17491 members 
Mstep: Class 22 contains 8426 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 239419 members 
Mstep: Class 25 contains 31277 members 
Mstep: Class 26 contains 8116 members 
Mstep: Class 27 contains 1513 members 
Mstep: Class 28 contains 6346 members 
Mstep: Class 29 contains 3345 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20084 members 
Mstep: Class 33 contains 162611 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782368.000000 Penalty: 125124.562500
Iteration 107Q: 36 clusters Score -1.427824e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 5851 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20269 members 
Mstep: Class 6 contains 10493 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 16552 members 
Mstep: Class 9 contains 18666 members 
Mstep: Class 10 contains 855468 members 
Mstep: Class 11 contains 86890 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 13 contains 98280 members 
Mstep: Class 14 contains 18204 members 
Mstep: Class 15 contains 20409 members 
Mstep: Class 16 contains 31359 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 33383 members 
Mstep: Class 19 contains 8739 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17383 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 4589 members 
Mstep: Class 24 contains 239427 members 
Mstep: Class 25 contains 31282 members 
Mstep: Class 26 contains 8141 members 
Mstep: Class 27 contains 1516 members 
Mstep: Class 28 contains 6344 members 
Mstep: Class 29 contains 3344 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20083 members 
Mstep: Class 33 contains 162636 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782352.000000 Penalty: 125124.562500
Iteration 108Q: 36 clusters Score -1.427824e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20274 members 
Mstep: Class 6 contains 10470 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 16540 members 
Mstep: Class 9 contains 18644 members 
Mstep: Class 10 contains 855381 members 
Mstep: Class 11 contains 86893 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 98292 members 
Mstep: Class 14 contains 18345 members 
Mstep: Class 15 contains 20394 members 
Mstep: Class 16 contains 31374 members 
Mstep: Class 17 contains 4003 members 
Mstep: Class 18 contains 33380 members 
Mstep: Class 19 contains 8724 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17286 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4595 members 
Mstep: Class 24 contains 239437 members 
Mstep: Class 25 contains 31285 members 
Mstep: Class 26 contains 8162 members 
Mstep: Class 27 contains 1516 members 
Mstep: Class 28 contains 6345 members 
Mstep: Class 29 contains 3344 members 
Mstep: Class 30 contains 1904 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162664 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782496.000000 Penalty: 125124.562500
Iteration 109Q: 36 clusters Score -1.427825e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20280 members 
Mstep: Class 6 contains 10442 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 16536 members 
Mstep: Class 9 contains 18627 members 
Mstep: Class 10 contains 855317 members 
Mstep: Class 11 contains 86899 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 98296 members 
Mstep: Class 14 contains 18495 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 31387 members 
Mstep: Class 17 contains 4005 members 
Mstep: Class 18 contains 33380 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17169 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 239449 members 
Mstep: Class 25 contains 31290 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1516 members 
Mstep: Class 28 contains 6347 members 
Mstep: Class 29 contains 3344 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162688 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782704.000000 Penalty: 125124.562500
Iteration 110Q: 36 clusters Score -1.427827e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 4007 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20278 members 
Mstep: Class 6 contains 10421 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 16524 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 855284 members 
Mstep: Class 11 contains 86900 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 98300 members 
Mstep: Class 14 contains 18615 members 
Mstep: Class 15 contains 20364 members 
Mstep: Class 16 contains 31402 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 19 contains 8703 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 17064 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 4611 members 
Mstep: Class 24 contains 239451 members 
Mstep: Class 25 contains 31288 members 
Mstep: Class 26 contains 8196 members 
Mstep: Class 27 contains 1516 members 
Mstep: Class 28 contains 6348 members 
Mstep: Class 29 contains 3344 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20078 members 
Mstep: Class 33 contains 162710 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782736.000000 Penalty: 125124.562500
Iteration 111Q: 36 clusters Score -1.427827e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20281 members 
Mstep: Class 6 contains 10391 members 
Mstep: Class 7 contains 35713 members 
Mstep: Class 8 contains 16528 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 855223 members 
Mstep: Class 11 contains 86906 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 98310 members 
Mstep: Class 14 contains 18718 members 
Mstep: Class 15 contains 20356 members 
Mstep: Class 16 contains 31406 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 33382 members 
Mstep: Class 19 contains 8696 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16964 members 
Mstep: Class 22 contains 8426 members 
Mstep: Class 23 contains 4613 members 
Mstep: Class 24 contains 239478 members 
Mstep: Class 25 contains 31289 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 1517 members 
Mstep: Class 28 contains 6350 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20078 members 
Mstep: Class 33 contains 162735 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142782720.000000 Penalty: 125124.562500
Iteration 112Q: 36 clusters Score -1.427827e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 6 contains 10372 members 
Mstep: Class 7 contains 35716 members 
Mstep: Class 8 contains 16543 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 855184 members 
Mstep: Class 11 contains 86908 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 98319 members 
Mstep: Class 14 contains 18817 members 
Mstep: Class 15 contains 20346 members 
Mstep: Class 16 contains 31410 members 
Mstep: Class 17 contains 4033 members 
Mstep: Class 18 contains 33385 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16865 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4614 members 
Mstep: Class 24 contains 239499 members 
Mstep: Class 25 contains 31279 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 6351 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20083 members 
Mstep: Class 33 contains 162759 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783152.000000 Penalty: 125124.562500
Iteration 113Q: 36 clusters Score -1.427832e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20277 members 
Mstep: Class 6 contains 10350 members 
Mstep: Class 7 contains 35717 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 18556 members 
Mstep: Class 10 contains 855149 members 
Mstep: Class 11 contains 86910 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98339 members 
Mstep: Class 14 contains 18892 members 
Mstep: Class 15 contains 20336 members 
Mstep: Class 16 contains 31418 members 
Mstep: Class 17 contains 4048 members 
Mstep: Class 18 contains 33385 members 
Mstep: Class 19 contains 8689 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16782 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 239496 members 
Mstep: Class 25 contains 31284 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 1518 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1901 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20078 members 
Mstep: Class 33 contains 162782 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783120.000000 Penalty: 125124.562500
Iteration 114Q: 36 clusters Score -1.427831e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 6 contains 10334 members 
Mstep: Class 7 contains 35719 members 
Mstep: Class 8 contains 16518 members 
Mstep: Class 9 contains 18532 members 
Mstep: Class 10 contains 855112 members 
Mstep: Class 11 contains 86911 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98353 members 
Mstep: Class 14 contains 18951 members 
Mstep: Class 15 contains 20325 members 
Mstep: Class 16 contains 31430 members 
Mstep: Class 17 contains 4072 members 
Mstep: Class 18 contains 33387 members 
Mstep: Class 19 contains 8683 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16711 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 239508 members 
Mstep: Class 25 contains 31297 members 
Mstep: Class 26 contains 8253 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 6354 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162801 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783104.000000 Penalty: 125124.562500
Iteration 115Q: 36 clusters Score -1.427831e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 6049 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20277 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 35721 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 855058 members 
Mstep: Class 11 contains 86919 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98364 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 20319 members 
Mstep: Class 16 contains 31439 members 
Mstep: Class 17 contains 4099 members 
Mstep: Class 18 contains 33383 members 
Mstep: Class 19 contains 8680 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16666 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4630 members 
Mstep: Class 24 contains 239495 members 
Mstep: Class 25 contains 31305 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6356 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162827 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783280.000000 Penalty: 125124.562500
Iteration 116Q: 36 clusters Score -1.427833e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 6067 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20276 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 35719 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 18499 members 
Mstep: Class 10 contains 855004 members 
Mstep: Class 11 contains 86924 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98374 members 
Mstep: Class 14 contains 19055 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 31447 members 
Mstep: Class 17 contains 4124 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16632 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 239498 members 
Mstep: Class 25 contains 31316 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 162845 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783248.000000 Penalty: 125124.562500
Iteration 117Q: 36 clusters Score -1.427832e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20273 members 
Mstep: Class 6 contains 10306 members 
Mstep: Class 7 contains 35716 members 
Mstep: Class 8 contains 16481 members 
Mstep: Class 9 contains 18490 members 
Mstep: Class 10 contains 854937 members 
Mstep: Class 11 contains 86934 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98393 members 
Mstep: Class 14 contains 19102 members 
Mstep: Class 15 contains 20305 members 
Mstep: Class 16 contains 31454 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16610 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 239492 members 
Mstep: Class 25 contains 31317 members 
Mstep: Class 26 contains 8287 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162860 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142783344.000000 Penalty: 125124.562500
Iteration 118Q: 36 clusters Score -1.427833e+08 nChanged 405
Entering ConstructFrom: 
Score: -142783344.000000 Penalty: 125124.562500
Entering ConstructFrom: 
Trying to split cluster 1 (34779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Entering Unmasked Estep 
Score: -2731652.500000 Penalty: 2593.278809
	Iteration 0F: 2 clusters Score -2731652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2707822.000000 Penalty: 5186.557617
	Iteration 0F: 3 clusters Score -2707822 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2716400.500000 Penalty: 5186.557617
	Iteration 1F: 3 clusters Score -2716400 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2716868.750000 Penalty: 5186.557617
	Iteration 2Q: 3 clusters Score -2716869 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2717322.750000 Penalty: 5186.557617
	Iteration 3Q: 3 clusters Score -2717323 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2717780.500000 Penalty: 5186.557617
	Iteration 4Q: 3 clusters Score -2717780 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2718319.250000 Penalty: 5186.557617
	Iteration 5Q: 3 clusters Score -2718319 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2719046.000000 Penalty: 5186.557617
	Iteration 6Q: 3 clusters Score -2719046 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2719904.000000 Penalty: 5186.557617
	Iteration 7Q: 3 clusters Score -2719904 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2720866.750000 Penalty: 5186.557617
	Iteration 8Q: 3 clusters Score -2720867 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2722069.500000 Penalty: 5186.557617
	Iteration 9Q: 3 clusters Score -2722070 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2723416.250000 Penalty: 5186.557617
	Iteration 10F: 3 clusters Score -2723416 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2724639.250000 Penalty: 5186.557617
	Iteration 11Q: 3 clusters Score -2724639 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2725566.500000 Penalty: 5186.557617
	Iteration 12Q: 3 clusters Score -2725566 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2726297.500000 Penalty: 5186.557617
	Iteration 13Q: 3 clusters Score -2726298 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2726869.000000 Penalty: 5186.557617
	Iteration 14Q: 3 clusters Score -2726869 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2727279.750000 Penalty: 5186.557617
	Iteration 15Q: 3 clusters Score -2727280 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2727584.750000 Penalty: 5186.557617
	Iteration 16Q: 3 clusters Score -2727585 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2727815.250000 Penalty: 5186.557617
	Iteration 17Q: 3 clusters Score -2727815 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2728001.500000 Penalty: 5186.557617
	Iteration 18Q: 3 clusters Score -2728002 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2728124.250000 Penalty: 5186.557617
	Iteration 19Q: 3 clusters Score -2728124 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2728262.000000 Penalty: 5186.557617
	Iteration 20F: 3 clusters Score -2728262 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2728383.000000 Penalty: 5186.557617
	Iteration 21Q: 3 clusters Score -2728383 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2728485.750000 Penalty: 5186.557617
	Iteration 22Q: 3 clusters Score -2728486 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2728589.750000 Penalty: 5186.557617
	Iteration 23Q: 3 clusters Score -2728590 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2728730.250000 Penalty: 5186.557617
	Iteration 24Q: 3 clusters Score -2728730 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2728836.500000 Penalty: 5186.557617
	Iteration 25Q: 3 clusters Score -2728836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2728936.500000 Penalty: 5186.557617
	Iteration 26Q: 3 clusters Score -2728936 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2729028.500000 Penalty: 5186.557617
	Iteration 27Q: 3 clusters Score -2729028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2729100.750000 Penalty: 5186.557617
	Iteration 28Q: 3 clusters Score -2729101 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2729182.500000 Penalty: 5186.557617
	Iteration 29Q: 3 clusters Score -2729182 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2729243.750000 Penalty: 5186.557617
	Iteration 30Q: 3 clusters Score -2729244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2729305.500000 Penalty: 5186.557617
	Iteration 31Q: 3 clusters Score -2729306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2729370.500000 Penalty: 5186.557617
	Iteration 32Q: 3 clusters Score -2729370 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2729427.500000 Penalty: 5186.557617
	Iteration 33Q: 3 clusters Score -2729428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2729479.000000 Penalty: 5186.557617
	Iteration 34Q: 3 clusters Score -2729479 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2729539.500000 Penalty: 5186.557617
	Iteration 35Q: 3 clusters Score -2729540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2729579.000000 Penalty: 5186.557617
	Iteration 36Q: 3 clusters Score -2729579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2729611.750000 Penalty: 5186.557617
	Iteration 37Q: 3 clusters Score -2729612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2729633.500000 Penalty: 5186.557617
	Iteration 38Q: 3 clusters Score -2729634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2729668.750000 Penalty: 5186.557617
	Iteration 39Q: 3 clusters Score -2729669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2729682.250000 Penalty: 5186.557617
	Iteration 40F: 3 clusters Score -2729682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2729701.000000 Penalty: 5186.557617
	Iteration 41Q: 3 clusters Score -2729701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2729715.500000 Penalty: 5186.557617
	Iteration 42Q: 3 clusters Score -2729716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2729726.000000 Penalty: 5186.557617
	Iteration 43Q: 3 clusters Score -2729726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2729741.500000 Penalty: 5186.557617
	Iteration 44Q: 3 clusters Score -2729742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2729739.000000 Penalty: 5186.557617
	Iteration 45Q: 3 clusters Score -2729739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2729750.000000 Penalty: 5186.557617
	Iteration 46Q: 3 clusters Score -2729750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2729758.250000 Penalty: 5186.557617
	Iteration 47Q: 3 clusters Score -2729758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2729762.250000 Penalty: 5186.557617
	Iteration 48Q: 3 clusters Score -2729762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2729764.750000 Penalty: 5186.557617
	Iteration 49Q: 3 clusters Score -2729765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2729775.750000 Penalty: 5186.557617
	Iteration 50Q: 3 clusters Score -2729776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2729780.500000 Penalty: 5186.557617
	Iteration 51Q: 3 clusters Score -2729780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2729778.250000 Penalty: 5186.557617
	Iteration 52Q: 3 clusters Score -2729778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2729786.750000 Penalty: 5186.557617
	Iteration 53Q: 3 clusters Score -2729787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2729782.000000 Penalty: 5186.557617
	Iteration 54Q: 3 clusters Score -2729782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2729780.500000 Penalty: 5186.557617
	Iteration 55Q: 3 clusters Score -2729780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2729784.000000 Penalty: 5186.557617
	Iteration 56Q: 3 clusters Score -2729784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2729785.000000 Penalty: 5186.557617
	Iteration 57Q: 3 clusters Score -2729785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2729785.000000 Penalty: 5186.557617
	Iteration 58F: 3 clusters Score -2729785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -461150.625000 Penalty: 2161.375732
	Iteration 0F: 2 clusters Score -461150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -455939.437500 Penalty: 4322.751465
	Iteration 0F: 3 clusters Score -455939.4 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -457336.031250 Penalty: 4322.751465
	Iteration 1F: 3 clusters Score -457336 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -457693.562500 Penalty: 4322.751465
	Iteration 2F: 3 clusters Score -457693.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -457974.750000 Penalty: 4322.751465
	Iteration 3F: 3 clusters Score -457974.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -458175.156250 Penalty: 4322.751465
	Iteration 4F: 3 clusters Score -458175.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -458342.812500 Penalty: 4322.751465
	Iteration 5Q: 3 clusters Score -458342.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -458458.625000 Penalty: 4322.751465
	Iteration 6Q: 3 clusters Score -458458.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -458544.062500 Penalty: 4322.751465
	Iteration 7Q: 3 clusters Score -458544.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -458613.562500 Penalty: 4322.751465
	Iteration 8Q: 3 clusters Score -458613.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -458694.812500 Penalty: 4322.751465
	Iteration 9Q: 3 clusters Score -458694.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -458792.625000 Penalty: 4322.751465
	Iteration 10Q: 3 clusters Score -458792.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -458909.187500 Penalty: 4322.751465
	Iteration 11Q: 3 clusters Score -458909.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -459026.468750 Penalty: 4322.751465
	Iteration 12Q: 3 clusters Score -459026.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -459130.281250 Penalty: 4322.751465
	Iteration 13Q: 3 clusters Score -459130.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -459228.656250 Penalty: 4322.751465
	Iteration 14Q: 3 clusters Score -459228.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -459321.625000 Penalty: 4322.751465
	Iteration 15Q: 3 clusters Score -459321.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -459391.875000 Penalty: 4322.751465
	Iteration 16Q: 3 clusters Score -459391.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -459447.562500 Penalty: 4322.751465
	Iteration 17Q: 3 clusters Score -459447.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -459500.000000 Penalty: 4322.751465
	Iteration 18Q: 3 clusters Score -459500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -459545.125000 Penalty: 4322.751465
	Iteration 19Q: 3 clusters Score -459545.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -459594.968750 Penalty: 4322.751465
	Iteration 20F: 3 clusters Score -459595 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -459647.500000 Penalty: 4322.751465
	Iteration 21Q: 3 clusters Score -459647.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -459688.656250 Penalty: 4322.751465
	Iteration 22Q: 3 clusters Score -459688.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -459732.718750 Penalty: 4322.751465
	Iteration 23Q: 3 clusters Score -459732.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -459758.250000 Penalty: 4322.751465
	Iteration 24Q: 3 clusters Score -459758.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -459780.062500 Penalty: 4322.751465
	Iteration 25Q: 3 clusters Score -459780.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -459791.843750 Penalty: 4322.751465
	Iteration 26Q: 3 clusters Score -459791.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -459799.062500 Penalty: 4322.751465
	Iteration 27Q: 3 clusters Score -459799.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -459806.281250 Penalty: 4322.751465
	Iteration 28Q: 3 clusters Score -459806.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -459815.031250 Penalty: 4322.751465
	Iteration 29Q: 3 clusters Score -459815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -459827.593750 Penalty: 4322.751465
	Iteration 30Q: 3 clusters Score -459827.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -459838.000000 Penalty: 4322.751465
	Iteration 31Q: 3 clusters Score -459838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -459849.687500 Penalty: 4322.751465
	Iteration 32Q: 3 clusters Score -459849.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -459862.625000 Penalty: 4322.751465
	Iteration 33Q: 3 clusters Score -459862.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -459875.406250 Penalty: 4322.751465
	Iteration 34Q: 3 clusters Score -459875.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -459883.687500 Penalty: 4322.751465
	Iteration 35Q: 3 clusters Score -459883.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -459895.937500 Penalty: 4322.751465
	Iteration 36Q: 3 clusters Score -459895.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -459901.812500 Penalty: 4322.751465
	Iteration 37Q: 3 clusters Score -459901.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -459905.562500 Penalty: 4322.751465
	Iteration 38Q: 3 clusters Score -459905.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -459910.156250 Penalty: 4322.751465
	Iteration 39Q: 3 clusters Score -459910.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -459914.375000 Penalty: 4322.751465
	Iteration 40F: 3 clusters Score -459914.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -459918.250000 Penalty: 4322.751465
	Iteration 41Q: 3 clusters Score -459918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -459920.718750 Penalty: 4322.751465
	Iteration 42Q: 3 clusters Score -459920.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -459921.718750 Penalty: 4322.751465
	Iteration 43Q: 3 clusters Score -459921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -459923.250000 Penalty: 4322.751465
	Iteration 44Q: 3 clusters Score -459923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -459924.093750 Penalty: 4322.751465
	Iteration 45Q: 3 clusters Score -459924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -459926.468750 Penalty: 4322.751465
	Iteration 46Q: 3 clusters Score -459926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -459927.156250 Penalty: 4322.751465
	Iteration 47Q: 3 clusters Score -459927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -459929.125000 Penalty: 4322.751465
	Iteration 48Q: 3 clusters Score -459929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -459930.125000 Penalty: 4322.751465
	Iteration 49Q: 3 clusters Score -459930.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -459932.187500 Penalty: 4322.751465
	Iteration 50Q: 3 clusters Score -459932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -459932.187500 Penalty: 4322.751465
	Iteration 51Q: 3 clusters Score -459932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -459934.250000 Penalty: 4322.751465
	Iteration 52Q: 3 clusters Score -459934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -459934.187500 Penalty: 4322.751465
	Iteration 53Q: 3 clusters Score -459934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -459934.187500 Penalty: 4322.751465
	Iteration 54F: 3 clusters Score -459934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -304567.968750 Penalty: 2056.738281
	Iteration 0F: 2 clusters Score -304568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -300737.843750 Penalty: 4113.476562
	Iteration 0F: 3 clusters Score -300737.8 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -301597.218750 Penalty: 4113.476562
	Iteration 1F: 3 clusters Score -301597.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -301762.875000 Penalty: 4113.476562
	Iteration 2F: 3 clusters Score -301762.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -301881.343750 Penalty: 4113.476562
	Iteration 3Q: 3 clusters Score -301881.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -302002.093750 Penalty: 4113.476562
	Iteration 4Q: 3 clusters Score -302002.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -302104.156250 Penalty: 4113.476562
	Iteration 5Q: 3 clusters Score -302104.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -302169.937500 Penalty: 4113.476562
	Iteration 6Q: 3 clusters Score -302169.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -302224.718750 Penalty: 4113.476562
	Iteration 7Q: 3 clusters Score -302224.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -302271.343750 Penalty: 4113.476562
	Iteration 8Q: 3 clusters Score -302271.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -302310.156250 Penalty: 4113.476562
	Iteration 9Q: 3 clusters Score -302310.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -302348.593750 Penalty: 4113.476562
	Iteration 10Q: 3 clusters Score -302348.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -302379.156250 Penalty: 4113.476562
	Iteration 11Q: 3 clusters Score -302379.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -302407.312500 Penalty: 4113.476562
	Iteration 12Q: 3 clusters Score -302407.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -302438.750000 Penalty: 4113.476562
	Iteration 13Q: 3 clusters Score -302438.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -302474.250000 Penalty: 4113.476562
	Iteration 14Q: 3 clusters Score -302474.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -302509.812500 Penalty: 4113.476562
	Iteration 15Q: 3 clusters Score -302509.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -302543.687500 Penalty: 4113.476562
	Iteration 16Q: 3 clusters Score -302543.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -302581.312500 Penalty: 4113.476562
	Iteration 17Q: 3 clusters Score -302581.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -302618.687500 Penalty: 4113.476562
	Iteration 18Q: 3 clusters Score -302618.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -302654.000000 Penalty: 4113.476562
	Iteration 19Q: 3 clusters Score -302654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -302685.093750 Penalty: 4113.476562
	Iteration 20F: 3 clusters Score -302685.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -302711.718750 Penalty: 4113.476562
	Iteration 21Q: 3 clusters Score -302711.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -302736.437500 Penalty: 4113.476562
	Iteration 22Q: 3 clusters Score -302736.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -302765.218750 Penalty: 4113.476562
	Iteration 23Q: 3 clusters Score -302765.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -302791.937500 Penalty: 4113.476562
	Iteration 24Q: 3 clusters Score -302791.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -302812.656250 Penalty: 4113.476562
	Iteration 25Q: 3 clusters Score -302812.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -302842.906250 Penalty: 4113.476562
	Iteration 26Q: 3 clusters Score -302842.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -302874.062500 Penalty: 4113.476562
	Iteration 27Q: 3 clusters Score -302874.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -302900.250000 Penalty: 4113.476562
	Iteration 28Q: 3 clusters Score -302900.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -302925.437500 Penalty: 4113.476562
	Iteration 29Q: 3 clusters Score -302925.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -302955.718750 Penalty: 4113.476562
	Iteration 30Q: 3 clusters Score -302955.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -302998.375000 Penalty: 4113.476562
	Iteration 31Q: 3 clusters Score -302998.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -303028.937500 Penalty: 4113.476562
	Iteration 32Q: 3 clusters Score -303028.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -303044.125000 Penalty: 4113.476562
	Iteration 33Q: 3 clusters Score -303044.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -303052.187500 Penalty: 4113.476562
	Iteration 34Q: 3 clusters Score -303052.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -303060.406250 Penalty: 4113.476562
	Iteration 35Q: 3 clusters Score -303060.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -303073.156250 Penalty: 4113.476562
	Iteration 36Q: 3 clusters Score -303073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -303083.062500 Penalty: 4113.476562
	Iteration 37Q: 3 clusters Score -303083.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -303097.062500 Penalty: 4113.476562
	Iteration 38Q: 3 clusters Score -303097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -303104.968750 Penalty: 4113.476562
	Iteration 39Q: 3 clusters Score -303105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -303114.562500 Penalty: 4113.476562
	Iteration 40F: 3 clusters Score -303114.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -303125.250000 Penalty: 4113.476562
	Iteration 41Q: 3 clusters Score -303125.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -303132.406250 Penalty: 4113.476562
	Iteration 42Q: 3 clusters Score -303132.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -303140.562500 Penalty: 4113.476562
	Iteration 43Q: 3 clusters Score -303140.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -303148.250000 Penalty: 4113.476562
	Iteration 44Q: 3 clusters Score -303148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -303155.781250 Penalty: 4113.476562
	Iteration 45Q: 3 clusters Score -303155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -303162.375000 Penalty: 4113.476562
	Iteration 46Q: 3 clusters Score -303162.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -303166.437500 Penalty: 4113.476562
	Iteration 47Q: 3 clusters Score -303166.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -303168.562500 Penalty: 4113.476562
	Iteration 48Q: 3 clusters Score -303168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -303171.437500 Penalty: 4113.476562
	Iteration 49Q: 3 clusters Score -303171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -303176.531250 Penalty: 4113.476562
	Iteration 50Q: 3 clusters Score -303176.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -303180.625000 Penalty: 4113.476562
	Iteration 51Q: 3 clusters Score -303180.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -303186.156250 Penalty: 4113.476562
	Iteration 52Q: 3 clusters Score -303186.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -303192.937500 Penalty: 4113.476562
	Iteration 53Q: 3 clusters Score -303192.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -303196.843750 Penalty: 4113.476562
	Iteration 54Q: 3 clusters Score -303196.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -303202.781250 Penalty: 4113.476562
	Iteration 55Q: 3 clusters Score -303202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -303205.437500 Penalty: 4113.476562
	Iteration 56Q: 3 clusters Score -303205.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -303207.281250 Penalty: 4113.476562
	Iteration 57Q: 3 clusters Score -303207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -303208.937500 Penalty: 4113.476562
	Iteration 58Q: 3 clusters Score -303208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -303210.562500 Penalty: 4113.476562
	Iteration 59Q: 3 clusters Score -303210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -303211.843750 Penalty: 4113.476562
	Iteration 60F: 3 clusters Score -303211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -303213.812500 Penalty: 4113.476562
	Iteration 61Q: 3 clusters Score -303213.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -303215.218750 Penalty: 4113.476562
	Iteration 62Q: 3 clusters Score -303215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -303216.031250 Penalty: 4113.476562
	Iteration 63Q: 3 clusters Score -303216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -303216.531250 Penalty: 4113.476562
	Iteration 64Q: 3 clusters Score -303216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -303217.656250 Penalty: 4113.476562
	Iteration 65Q: 3 clusters Score -303217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -303219.937500 Penalty: 4113.476562
	Iteration 66Q: 3 clusters Score -303219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -303220.718750 Penalty: 4113.476562
	Iteration 67Q: 3 clusters Score -303220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -303222.906250 Penalty: 4113.476562
	Iteration 68Q: 3 clusters Score -303222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -303224.937500 Penalty: 4113.476562
	Iteration 69Q: 3 clusters Score -303224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -303227.000000 Penalty: 4113.476562
	Iteration 70Q: 3 clusters Score -303227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -303229.250000 Penalty: 4113.476562
	Iteration 71Q: 3 clusters Score -303229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -303231.812500 Penalty: 4113.476562
	Iteration 72Q: 3 clusters Score -303231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -303234.343750 Penalty: 4113.476562
	Iteration 73Q: 3 clusters Score -303234.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -303239.125000 Penalty: 4113.476562
	Iteration 74Q: 3 clusters Score -303239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -303243.468750 Penalty: 4113.476562
	Iteration 75Q: 3 clusters Score -303243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -303247.937500 Penalty: 4113.476562
	Iteration 76Q: 3 clusters Score -303247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -303251.625000 Penalty: 4113.476562
	Iteration 77Q: 3 clusters Score -303251.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -303253.937500 Penalty: 4113.476562
	Iteration 78Q: 3 clusters Score -303253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -303256.593750 Penalty: 4113.476562
	Iteration 79Q: 3 clusters Score -303256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -303257.718750 Penalty: 4113.476562
	Iteration 80F: 3 clusters Score -303257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -303260.468750 Penalty: 4113.476562
	Iteration 81Q: 3 clusters Score -303260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -303261.281250 Penalty: 4113.476562
	Iteration 82Q: 3 clusters Score -303261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -303263.218750 Penalty: 4113.476562
	Iteration 83Q: 3 clusters Score -303263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -303264.218750 Penalty: 4113.476562
	Iteration 84Q: 3 clusters Score -303264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -303264.625000 Penalty: 4113.476562
	Iteration 85Q: 3 clusters Score -303264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -303265.250000 Penalty: 4113.476562
	Iteration 86Q: 3 clusters Score -303265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -303265.250000 Penalty: 4113.476562
	Iteration 87F: 3 clusters Score -303265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Entering Unmasked Estep 
Score: -185569.031250 Penalty: 1938.771118
	Iteration 0F: 2 clusters Score -185569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -182661.421875 Penalty: 3877.542236
	Iteration 0F: 3 clusters Score -182661.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -183393.015625 Penalty: 3877.542236
	Iteration 1F: 3 clusters Score -183393 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -183637.437500 Penalty: 3877.542236
	Iteration 2F: 3 clusters Score -183637.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -183798.875000 Penalty: 3877.542236
	Iteration 3F: 3 clusters Score -183798.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -183895.906250 Penalty: 3877.542236
	Iteration 4Q: 3 clusters Score -183895.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -183988.296875 Penalty: 3877.542236
	Iteration 5Q: 3 clusters Score -183988.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -184060.375000 Penalty: 3877.542236
	Iteration 6Q: 3 clusters Score -184060.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -184111.843750 Penalty: 3877.542236
	Iteration 7Q: 3 clusters Score -184111.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -184156.625000 Penalty: 3877.542236
	Iteration 8Q: 3 clusters Score -184156.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -184181.015625 Penalty: 3877.542236
	Iteration 9Q: 3 clusters Score -184181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -184202.750000 Penalty: 3877.542236
	Iteration 10Q: 3 clusters Score -184202.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -184225.468750 Penalty: 3877.542236
	Iteration 11Q: 3 clusters Score -184225.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -184242.406250 Penalty: 3877.542236
	Iteration 12Q: 3 clusters Score -184242.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -184255.359375 Penalty: 3877.542236
	Iteration 13Q: 3 clusters Score -184255.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -184271.968750 Penalty: 3877.542236
	Iteration 14Q: 3 clusters Score -184272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -184293.015625 Penalty: 3877.542236
	Iteration 15Q: 3 clusters Score -184293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -184308.031250 Penalty: 3877.542236
	Iteration 16Q: 3 clusters Score -184308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -184324.171875 Penalty: 3877.542236
	Iteration 17Q: 3 clusters Score -184324.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -184338.843750 Penalty: 3877.542236
	Iteration 18Q: 3 clusters Score -184338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -184351.750000 Penalty: 3877.542236
	Iteration 19Q: 3 clusters Score -184351.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -184366.671875 Penalty: 3877.542236
	Iteration 20F: 3 clusters Score -184366.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -184383.109375 Penalty: 3877.542236
	Iteration 21Q: 3 clusters Score -184383.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -184394.328125 Penalty: 3877.542236
	Iteration 22Q: 3 clusters Score -184394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -184405.625000 Penalty: 3877.542236
	Iteration 23Q: 3 clusters Score -184405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -184417.531250 Penalty: 3877.542236
	Iteration 24Q: 3 clusters Score -184417.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -184431.562500 Penalty: 3877.542236
	Iteration 25Q: 3 clusters Score -184431.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -184438.187500 Penalty: 3877.542236
	Iteration 26Q: 3 clusters Score -184438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -184443.703125 Penalty: 3877.542236
	Iteration 27Q: 3 clusters Score -184443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -184449.437500 Penalty: 3877.542236
	Iteration 28Q: 3 clusters Score -184449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -184452.937500 Penalty: 3877.542236
	Iteration 29Q: 3 clusters Score -184452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -184452.937500 Penalty: 3877.542236
	Iteration 30F: 3 clusters Score -184452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Entering Unmasked Estep 
Score: -1598920.500000 Penalty: 2459.402832
	Iteration 0F: 2 clusters Score -1598920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1584618.750000 Penalty: 4918.805664
	Iteration 0F: 3 clusters Score -1584619 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1589505.000000 Penalty: 4918.805664
	Iteration 1F: 3 clusters Score -1589505 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1589917.500000 Penalty: 4918.805664
	Iteration 2F: 3 clusters Score -1589918 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1590280.500000 Penalty: 4918.805664
	Iteration 3Q: 3 clusters Score -1590280 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1590675.250000 Penalty: 4918.805664
	Iteration 4Q: 3 clusters Score -1590675 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1591151.250000 Penalty: 4918.805664
	Iteration 5Q: 3 clusters Score -1591151 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1591779.875000 Penalty: 4918.805664
	Iteration 6F: 3 clusters Score -1591780 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1592549.000000 Penalty: 4918.805664
	Iteration 7F: 3 clusters Score -1592549 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1593475.250000 Penalty: 4918.805664
	Iteration 8F: 3 clusters Score -1593475 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1594517.250000 Penalty: 4918.805664
	Iteration 9F: 3 clusters Score -1594517 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1595415.000000 Penalty: 4918.805664
	Iteration 10Q: 3 clusters Score -1595415 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -1596014.000000 Penalty: 4918.805664
	Iteration 11Q: 3 clusters Score -1596014 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1596345.750000 Penalty: 4918.805664
	Iteration 12Q: 3 clusters Score -1596346 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1596500.625000 Penalty: 4918.805664
	Iteration 13Q: 3 clusters Score -1596501 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1596587.750000 Penalty: 4918.805664
	Iteration 14Q: 3 clusters Score -1596588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1596642.750000 Penalty: 4918.805664
	Iteration 15Q: 3 clusters Score -1596643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1596672.250000 Penalty: 4918.805664
	Iteration 16Q: 3 clusters Score -1596672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1596700.250000 Penalty: 4918.805664
	Iteration 17Q: 3 clusters Score -1596700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1596716.625000 Penalty: 4918.805664
	Iteration 18Q: 3 clusters Score -1596717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1596726.375000 Penalty: 4918.805664
	Iteration 19Q: 3 clusters Score -1596726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1596729.750000 Penalty: 4918.805664
	Iteration 20F: 3 clusters Score -1596730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1596738.625000 Penalty: 4918.805664
	Iteration 21Q: 3 clusters Score -1596739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -1596747.250000 Penalty: 4918.805664
	Iteration 22Q: 3 clusters Score -1596747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1596752.250000 Penalty: 4918.805664
	Iteration 23Q: 3 clusters Score -1596752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1596761.500000 Penalty: 4918.805664
	Iteration 24Q: 3 clusters Score -1596762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1596769.250000 Penalty: 4918.805664
	Iteration 25Q: 3 clusters Score -1596769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1596772.000000 Penalty: 4918.805664
	Iteration 26Q: 3 clusters Score -1596772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1596773.375000 Penalty: 4918.805664
	Iteration 27Q: 3 clusters Score -1596773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -1596778.750000 Penalty: 4918.805664
	Iteration 28Q: 3 clusters Score -1596779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1596782.875000 Penalty: 4918.805664
	Iteration 29Q: 3 clusters Score -1596783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -1596783.375000 Penalty: 4918.805664
	Iteration 30Q: 3 clusters Score -1596783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1596784.375000 Penalty: 4918.805664
	Iteration 31Q: 3 clusters Score -1596784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1596784.375000 Penalty: 4918.805664
	Iteration 32F: 3 clusters Score -1596784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Entering Unmasked Estep 
Score: -788066.187500 Penalty: 2291.422852
	Iteration 0F: 2 clusters Score -788066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -780198.687500 Penalty: 4582.845703
	Iteration 0F: 3 clusters Score -780198.7 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -782602.437500 Penalty: 4582.845703
	Iteration 1F: 3 clusters Score -782602.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -783006.437500 Penalty: 4582.845703
	Iteration 2F: 3 clusters Score -783006.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -783362.437500 Penalty: 4582.845703
	Iteration 3F: 3 clusters Score -783362.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -783692.062500 Penalty: 4582.845703
	Iteration 4F: 3 clusters Score -783692.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -783996.312500 Penalty: 4582.845703
	Iteration 5F: 3 clusters Score -783996.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -784290.000000 Penalty: 4582.845703
	Iteration 6Q: 3 clusters Score -784290 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -784611.937500 Penalty: 4582.845703
	Iteration 7Q: 3 clusters Score -784611.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -784926.937500 Penalty: 4582.845703
	Iteration 8Q: 3 clusters Score -784926.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -785245.125000 Penalty: 4582.845703
	Iteration 9Q: 3 clusters Score -785245.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -785521.875000 Penalty: 4582.845703
	Iteration 10Q: 3 clusters Score -785521.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -785796.437500 Penalty: 4582.845703
	Iteration 11Q: 3 clusters Score -785796.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -786027.312500 Penalty: 4582.845703
	Iteration 12Q: 3 clusters Score -786027.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -786178.625000 Penalty: 4582.845703
	Iteration 13Q: 3 clusters Score -786178.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -786277.687500 Penalty: 4582.845703
	Iteration 14Q: 3 clusters Score -786277.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -786343.875000 Penalty: 4582.845703
	Iteration 15Q: 3 clusters Score -786343.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -786381.437500 Penalty: 4582.845703
	Iteration 16Q: 3 clusters Score -786381.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -786411.437500 Penalty: 4582.845703
	Iteration 17Q: 3 clusters Score -786411.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -786431.000000 Penalty: 4582.845703
	Iteration 18Q: 3 clusters Score -786431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -786441.375000 Penalty: 4582.845703
	Iteration 19Q: 3 clusters Score -786441.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -786448.312500 Penalty: 4582.845703
	Iteration 20F: 3 clusters Score -786448.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -786455.875000 Penalty: 4582.845703
	Iteration 21Q: 3 clusters Score -786455.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -786458.250000 Penalty: 4582.845703
	Iteration 22Q: 3 clusters Score -786458.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -786459.687500 Penalty: 4582.845703
	Iteration 23Q: 3 clusters Score -786459.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -786462.312500 Penalty: 4582.845703
	Iteration 24Q: 3 clusters Score -786462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -786461.750000 Penalty: 4582.845703
	Iteration 25Q: 3 clusters Score -786461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -786462.500000 Penalty: 4582.845703
	Iteration 26Q: 3 clusters Score -786462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -786463.187500 Penalty: 4582.845703
	Iteration 27Q: 3 clusters Score -786463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -786465.562500 Penalty: 4582.845703
	Iteration 28Q: 3 clusters Score -786465.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -786465.937500 Penalty: 4582.845703
	Iteration 29Q: 3 clusters Score -786465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -786464.812500 Penalty: 4582.845703
	Iteration 30Q: 3 clusters Score -786464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -786464.812500 Penalty: 4582.845703
	Iteration 31Q: 3 clusters Score -786464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -786465.562500 Penalty: 4582.845703
	Iteration 32Q: 3 clusters Score -786465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -786465.375000 Penalty: 4582.845703
	Iteration 33Q: 3 clusters Score -786465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -786464.875000 Penalty: 4582.845703
	Iteration 34Q: 3 clusters Score -786464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -786464.875000 Penalty: 4582.845703
	Iteration 35F: 3 clusters Score -786464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Entering Unmasked Estep 
Score: -2958478.500000 Penalty: 2599.830078
	Iteration 0F: 2 clusters Score -2958478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2934139.750000 Penalty: 5199.660156
	Iteration 0F: 3 clusters Score -2934140 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2943013.750000 Penalty: 5199.660156
	Iteration 1F: 3 clusters Score -2943014 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2943528.500000 Penalty: 5199.660156
	Iteration 2Q: 3 clusters Score -2943528 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2943967.500000 Penalty: 5199.660156
	Iteration 3Q: 3 clusters Score -2943968 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2944383.750000 Penalty: 5199.660156
	Iteration 4Q: 3 clusters Score -2944384 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2944764.750000 Penalty: 5199.660156
	Iteration 5Q: 3 clusters Score -2944765 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2945170.250000 Penalty: 5199.660156
	Iteration 6Q: 3 clusters Score -2945170 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2945600.500000 Penalty: 5199.660156
	Iteration 7Q: 3 clusters Score -2945600 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2946135.000000 Penalty: 5199.660156
	Iteration 8Q: 3 clusters Score -2946135 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2946771.250000 Penalty: 5199.660156
	Iteration 9Q: 3 clusters Score -2946771 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2947577.250000 Penalty: 5199.660156
	Iteration 10Q: 3 clusters Score -2947577 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2948611.250000 Penalty: 5199.660156
	Iteration 11Q: 3 clusters Score -2948611 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -2949809 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2950988.500000 Penalty: 5199.660156
	Iteration 13Q: 3 clusters Score -2950988 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2951777 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2952217 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2952424 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2952548 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2952638 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2952714.750000 Penalty: 5199.660156
	Iteration 19Q: 3 clusters Score -2952715 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2952781.500000 Penalty: 5199.660156
	Iteration 20F: 3 clusters Score -2952782 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2952833.000000 Penalty: 5199.660156
	Iteration 21Q: 3 clusters Score -2952833 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2952893.250000 Penalty: 5199.660156
	Iteration 22Q: 3 clusters Score -2952893 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2952929.750000 Penalty: 5199.660156
	Iteration 23Q: 3 clusters Score -2952930 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2952982 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2953027.250000 Penalty: 5199.660156
	Iteration 25Q: 3 clusters Score -2953027 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2953084 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2953165 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2953210.750000 Penalty: 5199.660156
	Iteration 28Q: 3 clusters Score -2953211 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2953260.500000 Penalty: 5199.660156
	Iteration 29Q: 3 clusters Score -2953260 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2953301.250000 Penalty: 5199.660156
	Iteration 30Q: 3 clusters Score -2953301 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -2953351.250000 Penalty: 5199.660156
	Iteration 31Q: 3 clusters Score -2953351 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2953394 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2953454.250000 Penalty: 5199.660156
	Iteration 33Q: 3 clusters Score -2953454 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2953500 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -2953562.500000 Penalty: 5199.660156
	Iteration 35Q: 3 clusters Score -2953562 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -2953646.500000 Penalty: 5199.660156
	Iteration 36Q: 3 clusters Score -2953646 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2953740.500000 Penalty: 5199.660156
	Iteration 37Q: 3 clusters Score -2953740 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -2953832.500000 Penalty: 5199.660156
	Iteration 38Q: 3 clusters Score -2953832 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -2953909.750000 Penalty: 5199.660156
	Iteration 39Q: 3 clusters Score -2953910 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2953989 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2954074 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2954169 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2954262 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2954340 nChanged 349
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2954448 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2954543 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2954666 nChanged 333
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Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2954788 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -2954913.750000 Penalty: 5199.660156
	Iteration 49Q: 3 clusters Score -2954914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -2955037.250000 Penalty: 5199.660156
	Iteration 50Q: 3 clusters Score -2955037 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -2955136.250000 Penalty: 5199.660156
	Iteration 51Q: 3 clusters Score -2955136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2955220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2955298 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2955388 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2955460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2955538 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -2955601.500000 Penalty: 5199.660156
	Iteration 57Q: 3 clusters Score -2955602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2955669.500000 Penalty: 5199.660156
	Iteration 58Q: 3 clusters Score -2955670 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2955728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -2955797.000000 Penalty: 5199.660156
	Iteration 60F: 3 clusters Score -2955797 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2955862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2955918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2955981 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -2956042.750000 Penalty: 5199.660156
	Iteration 64Q: 3 clusters Score -2956043 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -2956100.000000 Penalty: 5199.660156
	Iteration 65Q: 3 clusters Score -2956100 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -2956142.250000 Penalty: 5199.660156
	Iteration 66Q: 3 clusters Score -2956142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -2956187.500000 Penalty: 5199.660156
	Iteration 67Q: 3 clusters Score -2956188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -2956232.250000 Penalty: 5199.660156
	Iteration 68Q: 3 clusters Score -2956232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -2956267.750000 Penalty: 5199.660156
	Iteration 69Q: 3 clusters Score -2956268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -2956280.250000 Penalty: 5199.660156
	Iteration 70Q: 3 clusters Score -2956280 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -2956321.750000 Penalty: 5199.660156
	Iteration 71Q: 3 clusters Score -2956322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -2956350.750000 Penalty: 5199.660156
	Iteration 72Q: 3 clusters Score -2956351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -2956373.000000 Penalty: 5199.660156
	Iteration 73Q: 3 clusters Score -2956373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -2956386.500000 Penalty: 5199.660156
	Iteration 74Q: 3 clusters Score -2956386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -2956407.250000 Penalty: 5199.660156
	Iteration 75Q: 3 clusters Score -2956407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -2956417.250000 Penalty: 5199.660156
	Iteration 76Q: 3 clusters Score -2956417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -2956428.500000 Penalty: 5199.660156
	Iteration 77Q: 3 clusters Score -2956428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -2956435.000000 Penalty: 5199.660156
	Iteration 78Q: 3 clusters Score -2956435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -2956443.750000 Penalty: 5199.660156
	Iteration 79Q: 3 clusters Score -2956444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -2956446.000000 Penalty: 5199.660156
	Iteration 80F: 3 clusters Score -2956446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -2956452.500000 Penalty: 5199.660156
	Iteration 81Q: 3 clusters Score -2956452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -2956457.000000 Penalty: 5199.660156
	Iteration 82Q: 3 clusters Score -2956457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -2956460.250000 Penalty: 5199.660156
	Iteration 83Q: 3 clusters Score -2956460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -2956461.500000 Penalty: 5199.660156
	Iteration 84Q: 3 clusters Score -2956462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -2956467.750000 Penalty: 5199.660156
	Iteration 85Q: 3 clusters Score -2956468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -2956469.500000 Penalty: 5199.660156
	Iteration 86Q: 3 clusters Score -2956470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -2956477.250000 Penalty: 5199.660156
	Iteration 87Q: 3 clusters Score -2956477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -2956476.000000 Penalty: 5199.660156
	Iteration 88Q: 3 clusters Score -2956476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -2956476.500000 Penalty: 5199.660156
	Iteration 89Q: 3 clusters Score -2956476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -2956472.750000 Penalty: 5199.660156
	Iteration 90Q: 3 clusters Score -2956473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -2956476.750000 Penalty: 5199.660156
	Iteration 91Q: 3 clusters Score -2956477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -2956477.500000 Penalty: 5199.660156
	Iteration 92Q: 3 clusters Score -2956478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -2956484.250000 Penalty: 5199.660156
	Iteration 93Q: 3 clusters Score -2956484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -2956488.750000 Penalty: 5199.660156
	Iteration 94Q: 3 clusters Score -2956489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -2956486.250000 Penalty: 5199.660156
	Iteration 95Q: 3 clusters Score -2956486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2956486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -2956485.000000 Penalty: 5199.660156
	Iteration 97Q: 3 clusters Score -2956485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -2956486.500000 Penalty: 5199.660156
	Iteration 98Q: 3 clusters Score -2956486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -2956486.250000 Penalty: 5199.660156
	Iteration 99Q: 3 clusters Score -2956486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -2956486.750000 Penalty: 5199.660156
	Iteration 100F: 3 clusters Score -2956487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2956485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2956485.250000 Penalty: 5199.660156
	Iteration 102Q: 3 clusters Score -2956485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -2956491.250000 Penalty: 5199.660156
	Iteration 103Q: 3 clusters Score -2956491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2956491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -2956487.750000 Penalty: 5199.660156
	Iteration 105Q: 3 clusters Score -2956488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -2956490.500000 Penalty: 5199.660156
	Iteration 106Q: 3 clusters Score -2956490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -2956489.750000 Penalty: 5199.660156
	Iteration 107Q: 3 clusters Score -2956490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -2956495.500000 Penalty: 5199.660156
	Iteration 108Q: 3 clusters Score -2956496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -2956495.500000 Penalty: 5199.660156
	Iteration 109F: 3 clusters Score -2956496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Entering Unmasked Estep 
Score: -1297025.375000 Penalty: 2407.920410
	Iteration 0F: 2 clusters Score -1297025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1285174.500000 Penalty: 4815.840820
	Iteration 0F: 3 clusters Score -1285174 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1288955.250000 Penalty: 4815.840820
	Iteration 1F: 3 clusters Score -1288955 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1289388.750000 Penalty: 4815.840820
	Iteration 2F: 3 clusters Score -1289389 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1289801.000000 Penalty: 4815.840820
	Iteration 3F: 3 clusters Score -1289801 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1290141.000000 Penalty: 4815.840820
	Iteration 4Q: 3 clusters Score -1290141 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1290431.500000 Penalty: 4815.840820
	Iteration 5Q: 3 clusters Score -1290432 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1290673.625000 Penalty: 4815.840820
	Iteration 6Q: 3 clusters Score -1290674 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1290893.875000 Penalty: 4815.840820
	Iteration 7Q: 3 clusters Score -1290894 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1291153.500000 Penalty: 4815.840820
	Iteration 8Q: 3 clusters Score -1291154 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1291468.125000 Penalty: 4815.840820
	Iteration 9Q: 3 clusters Score -1291468 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1291829.625000 Penalty: 4815.840820
	Iteration 10Q: 3 clusters Score -1291830 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1292260.750000 Penalty: 4815.840820
	Iteration 11Q: 3 clusters Score -1292261 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1292711.750000 Penalty: 4815.840820
	Iteration 12Q: 3 clusters Score -1292712 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1293157.000000 Penalty: 4815.840820
	Iteration 13Q: 3 clusters Score -1293157 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1293576.875000 Penalty: 4815.840820
	Iteration 14Q: 3 clusters Score -1293577 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1293910.625000 Penalty: 4815.840820
	Iteration 15Q: 3 clusters Score -1293911 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1294171.250000 Penalty: 4815.840820
	Iteration 16Q: 3 clusters Score -1294171 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1294396.000000 Penalty: 4815.840820
	Iteration 17Q: 3 clusters Score -1294396 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1294586.125000 Penalty: 4815.840820
	Iteration 18Q: 3 clusters Score -1294586 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1294733.375000 Penalty: 4815.840820
	Iteration 19Q: 3 clusters Score -1294733 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1294826.625000 Penalty: 4815.840820
	Iteration 20F: 3 clusters Score -1294827 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1294913.125000 Penalty: 4815.840820
	Iteration 21Q: 3 clusters Score -1294913 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1294986.500000 Penalty: 4815.840820
	Iteration 22Q: 3 clusters Score -1294986 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1295055.875000 Penalty: 4815.840820
	Iteration 23Q: 3 clusters Score -1295056 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1295116.000000 Penalty: 4815.840820
	Iteration 24Q: 3 clusters Score -1295116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1295172.625000 Penalty: 4815.840820
	Iteration 25Q: 3 clusters Score -1295173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1295215.000000 Penalty: 4815.840820
	Iteration 26Q: 3 clusters Score -1295215 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1295254.125000 Penalty: 4815.840820
	Iteration 27Q: 3 clusters Score -1295254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1295276.500000 Penalty: 4815.840820
	Iteration 28Q: 3 clusters Score -1295276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1295313.625000 Penalty: 4815.840820
	Iteration 29Q: 3 clusters Score -1295314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1295342.625000 Penalty: 4815.840820
	Iteration 30Q: 3 clusters Score -1295343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1295370.875000 Penalty: 4815.840820
	Iteration 31Q: 3 clusters Score -1295371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1295397.000000 Penalty: 4815.840820
	Iteration 32Q: 3 clusters Score -1295397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1295420.375000 Penalty: 4815.840820
	Iteration 33Q: 3 clusters Score -1295420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1295445.875000 Penalty: 4815.840820
	Iteration 34Q: 3 clusters Score -1295446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1295471.000000 Penalty: 4815.840820
	Iteration 35Q: 3 clusters Score -1295471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1295497.875000 Penalty: 4815.840820
	Iteration 36Q: 3 clusters Score -1295498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1295525.375000 Penalty: 4815.840820
	Iteration 37Q: 3 clusters Score -1295525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1295546.375000 Penalty: 4815.840820
	Iteration 38Q: 3 clusters Score -1295546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1295563.625000 Penalty: 4815.840820
	Iteration 39Q: 3 clusters Score -1295564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1295578.500000 Penalty: 4815.840820
	Iteration 40F: 3 clusters Score -1295578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1295595.250000 Penalty: 4815.840820
	Iteration 41Q: 3 clusters Score -1295595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1295605.125000 Penalty: 4815.840820
	Iteration 42Q: 3 clusters Score -1295605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1295613.000000 Penalty: 4815.840820
	Iteration 43Q: 3 clusters Score -1295613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1295622.250000 Penalty: 4815.840820
	Iteration 44Q: 3 clusters Score -1295622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1295633.375000 Penalty: 4815.840820
	Iteration 45Q: 3 clusters Score -1295633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1295646.125000 Penalty: 4815.840820
	Iteration 46Q: 3 clusters Score -1295646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1295652.000000 Penalty: 4815.840820
	Iteration 47Q: 3 clusters Score -1295652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1295660.500000 Penalty: 4815.840820
	Iteration 48Q: 3 clusters Score -1295660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1295669.000000 Penalty: 4815.840820
	Iteration 49Q: 3 clusters Score -1295669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1295680.500000 Penalty: 4815.840820
	Iteration 50Q: 3 clusters Score -1295680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1295683.500000 Penalty: 4815.840820
	Iteration 51Q: 3 clusters Score -1295684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1295684.625000 Penalty: 4815.840820
	Iteration 52Q: 3 clusters Score -1295685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1295688.875000 Penalty: 4815.840820
	Iteration 53Q: 3 clusters Score -1295689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1295695.000000 Penalty: 4815.840820
	Iteration 54Q: 3 clusters Score -1295695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1295697.375000 Penalty: 4815.840820
	Iteration 55Q: 3 clusters Score -1295697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1295701.375000 Penalty: 4815.840820
	Iteration 56Q: 3 clusters Score -1295701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1295702.750000 Penalty: 4815.840820
	Iteration 57Q: 3 clusters Score -1295703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1295704.750000 Penalty: 4815.840820
	Iteration 58Q: 3 clusters Score -1295705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1295709.750000 Penalty: 4815.840820
	Iteration 59Q: 3 clusters Score -1295710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1295717.000000 Penalty: 4815.840820
	Iteration 60F: 3 clusters Score -1295717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1295725.875000 Penalty: 4815.840820
	Iteration 61Q: 3 clusters Score -1295726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1295729.125000 Penalty: 4815.840820
	Iteration 62Q: 3 clusters Score -1295729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1295734.500000 Penalty: 4815.840820
	Iteration 63Q: 3 clusters Score -1295734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1295736.750000 Penalty: 4815.840820
	Iteration 64Q: 3 clusters Score -1295737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1295739.750000 Penalty: 4815.840820
	Iteration 65Q: 3 clusters Score -1295740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -1295741.000000 Penalty: 4815.840820
	Iteration 66Q: 3 clusters Score -1295741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1295742.000000 Penalty: 4815.840820
	Iteration 67Q: 3 clusters Score -1295742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1295742.500000 Penalty: 4815.840820
	Iteration 68Q: 3 clusters Score -1295742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1295743.375000 Penalty: 4815.840820
	Iteration 69Q: 3 clusters Score -1295743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1295744.500000 Penalty: 4815.840820
	Iteration 70Q: 3 clusters Score -1295744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1295745.125000 Penalty: 4815.840820
	Iteration 71Q: 3 clusters Score -1295745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1295745.125000 Penalty: 4815.840820
	Iteration 72F: 3 clusters Score -1295745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Entering Unmasked Estep 
Score: -1445401.875000 Penalty: 2436.448730
	Iteration 0F: 2 clusters Score -1445402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1432349.125000 Penalty: 4872.897461
	Iteration 0F: 3 clusters Score -1432349 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1436716.375000 Penalty: 4872.897461
	Iteration 1F: 3 clusters Score -1436716 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1437096.125000 Penalty: 4872.897461
	Iteration 2F: 3 clusters Score -1437096 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1437413.875000 Penalty: 4872.897461
	Iteration 3Q: 3 clusters Score -1437414 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1437716.375000 Penalty: 4872.897461
	Iteration 4Q: 3 clusters Score -1437716 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1438036.625000 Penalty: 4872.897461
	Iteration 5Q: 3 clusters Score -1438037 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1438392.125000 Penalty: 4872.897461
	Iteration 6Q: 3 clusters Score -1438392 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1438816.000000 Penalty: 4872.897461
	Iteration 7Q: 3 clusters Score -1438816 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1439339.125000 Penalty: 4872.897461
	Iteration 8Q: 3 clusters Score -1439339 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1439996.875000 Penalty: 4872.897461
	Iteration 9F: 3 clusters Score -1439997 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1440828.000000 Penalty: 4872.897461
	Iteration 10F: 3 clusters Score -1440828 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1441757.250000 Penalty: 4872.897461
	Iteration 11F: 3 clusters Score -1441757 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1442604.875000 Penalty: 4872.897461
	Iteration 12F: 3 clusters Score -1442605 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1443250.125000 Penalty: 4872.897461
	Iteration 13Q: 3 clusters Score -1443250 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1443711.500000 Penalty: 4872.897461
	Iteration 14Q: 3 clusters Score -1443712 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1443975.750000 Penalty: 4872.897461
	Iteration 15Q: 3 clusters Score -1443976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1444106.000000 Penalty: 4872.897461
	Iteration 16Q: 3 clusters Score -1444106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1444169.750000 Penalty: 4872.897461
	Iteration 17Q: 3 clusters Score -1444170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -1444209.125000 Penalty: 4872.897461
	Iteration 18Q: 3 clusters Score -1444209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1444236.125000 Penalty: 4872.897461
	Iteration 19Q: 3 clusters Score -1444236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1444251.250000 Penalty: 4872.897461
	Iteration 20F: 3 clusters Score -1444251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1444256.750000 Penalty: 4872.897461
	Iteration 21Q: 3 clusters Score -1444257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -1444255.125000 Penalty: 4872.897461
	Iteration 22Q: 3 clusters Score -1444255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1444257.000000 Penalty: 4872.897461
	Iteration 23Q: 3 clusters Score -1444257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1444254.375000 Penalty: 4872.897461
	Iteration 24Q: 3 clusters Score -1444254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1444254.000000 Penalty: 4872.897461
	Iteration 25Q: 3 clusters Score -1444254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1444257.500000 Penalty: 4872.897461
	Iteration 26Q: 3 clusters Score -1444258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1444255.750000 Penalty: 4872.897461
	Iteration 27Q: 3 clusters Score -1444256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1444255.375000 Penalty: 4872.897461
	Iteration 28Q: 3 clusters Score -1444255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1444255.375000 Penalty: 4872.897461
	Iteration 29F: 3 clusters Score -1444255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854884 members 
Entering Unmasked Estep 
Score: -68998136.000000 Penalty: 3387.362793
	Iteration 0F: 2 clusters Score -6.899814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426960 members 
Mstep: Class 2 contains 427924 members 
Entering Unmasked Estep 
Score: -68427112.000000 Penalty: 6774.725586
	Iteration 0F: 3 clusters Score -6.842711e+07 nChanged 419573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412325 members 
Mstep: Class 2 contains 442559 members 
Entering Unmasked Estep 
Score: -68681672.000000 Penalty: 6774.725586
	Iteration 1F: 3 clusters Score -6.868167e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403012 members 
Mstep: Class 2 contains 451872 members 
Entering Unmasked Estep 
Score: -68683736.000000 Penalty: 6774.725586
	Iteration 2Q: 3 clusters Score -6.868374e+07 nChanged 18303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387933 members 
Mstep: Class 2 contains 466951 members 
Entering Unmasked Estep 
Score: -68687712.000000 Penalty: 6774.725586
	Iteration 3Q: 3 clusters Score -6.868771e+07 nChanged 25163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364088 members 
Mstep: Class 2 contains 490796 members 
Entering Unmasked Estep 
Score: -68694840.000000 Penalty: 6774.725586
	Iteration 4Q: 3 clusters Score -6.869484e+07 nChanged 37852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326526 members 
Mstep: Class 2 contains 528358 members 
Entering Unmasked Estep 
Score: -68710456.000000 Penalty: 6774.725586
	Iteration 5Q: 3 clusters Score -6.871046e+07 nChanged 55636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270966 members 
Mstep: Class 2 contains 583918 members 
Entering Unmasked Estep 
Score: -68742256.000000 Penalty: 6774.725586
	Iteration 6F: 3 clusters Score -6.874226e+07 nChanged 74460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196520 members 
Mstep: Class 2 contains 658364 members 
Entering Unmasked Estep 
Score: -68799160.000000 Penalty: 6774.725586
	Iteration 7F: 3 clusters Score -6.879916e+07 nChanged 80480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116040 members 
Mstep: Class 2 contains 738844 members 
Entering Unmasked Estep 
Score: -68872880.000000 Penalty: 6774.725586
	Iteration 8F: 3 clusters Score -6.887288e+07 nChanged 63367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 802211 members 
Entering Unmasked Estep 
Score: -68938064.000000 Penalty: 6774.725586
	Iteration 9F: 3 clusters Score -6.893806e+07 nChanged 34788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 836999 members 
Entering Unmasked Estep 
Score: -68975536.000000 Penalty: 6774.725586
	Iteration 10Q: 3 clusters Score -6.897554e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 850123 members 
Entering Unmasked Estep 
Score: -68989808.000000 Penalty: 6774.725586
	Iteration 11Q: 3 clusters Score -6.898981e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 853727 members 
Entering Unmasked Estep 
Score: -68993744.000000 Penalty: 6774.725586
	Iteration 12Q: 3 clusters Score -6.899374e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 854480 members 
Entering Unmasked Estep 
Score: -68994480.000000 Penalty: 6774.725586
	Iteration 13Q: 3 clusters Score -6.899448e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 854623 members 
Entering Unmasked Estep 
Score: -68994792.000000 Penalty: 6774.725586
	Iteration 14Q: 3 clusters Score -6.899479e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 854657 members 
Entering Unmasked Estep 
Score: -68994848.000000 Penalty: 6774.725586
	Iteration 15Q: 3 clusters Score -6.899485e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 854672 members 
Entering Unmasked Estep 
Score: -68994848.000000 Penalty: 6774.725586
	Iteration 16Q: 3 clusters Score -6.899485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 854681 members 
Entering Unmasked Estep 
Score: -68994864.000000 Penalty: 6774.725586
	Iteration 17Q: 3 clusters Score -6.899486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 854683 members 
Entering Unmasked Estep 
Score: -68994920.000000 Penalty: 6774.725586
	Iteration 18Q: 3 clusters Score -6.899492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 854687 members 
Entering Unmasked Estep 
Score: -68994904.000000 Penalty: 6774.725586
	Iteration 19Q: 3 clusters Score -6.89949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 854688 members 
Entering Unmasked Estep 
Score: -68994920.000000 Penalty: 6774.725586
	Iteration 20F: 3 clusters Score -6.899492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 854691 members 
Entering Unmasked Estep 
Score: -68994912.000000 Penalty: 6774.725586
	Iteration 21Q: 3 clusters Score -6.899491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 854690 members 
Entering Unmasked Estep 
Score: -68994928.000000 Penalty: 6774.725586
	Iteration 22Q: 3 clusters Score -6.899493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 854691 members 
Entering Unmasked Estep 
Score: -68994936.000000 Penalty: 6774.725586
	Iteration 23Q: 3 clusters Score -6.899494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 854691 members 
Entering Unmasked Estep 
Score: -68994936.000000 Penalty: 6774.725586
	Iteration 24F: 3 clusters Score -6.899494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (86942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86942 members 
Entering Unmasked Estep 
Score: -7109981.500000 Penalty: 2820.503174
	Iteration 0F: 2 clusters Score -7109982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -7052064.000000 Penalty: 5641.006348
	Iteration 0F: 3 clusters Score -7052064 nChanged 40746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -7074947.000000 Penalty: 5641.006348
	Iteration 1F: 3 clusters Score -7074947 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -7075588.500000 Penalty: 5641.006348
	Iteration 2Q: 3 clusters Score -7075588 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -7076202.500000 Penalty: 5641.006348
	Iteration 3Q: 3 clusters Score -7076202 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -7077045.000000 Penalty: 5641.006348
	Iteration 4Q: 3 clusters Score -7077045 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -7078078.000000 Penalty: 5641.006348
	Iteration 5Q: 3 clusters Score -7078078 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -7079626.000000 Penalty: 5641.006348
	Iteration 6Q: 3 clusters Score -7079626 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -7081945.500000 Penalty: 5641.006348
	Iteration 7F: 3 clusters Score -7081946 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -7085275.000000 Penalty: 5641.006348
	Iteration 8F: 3 clusters Score -7085275 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7089708.500000 Penalty: 5641.006348
	Iteration 9F: 3 clusters Score -7089708 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -7094609.500000 Penalty: 5641.006348
	Iteration 10F: 3 clusters Score -7094610 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -7098798.000000 Penalty: 5641.006348
	Iteration 11F: 3 clusters Score -7098798 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -7101628.000000 Penalty: 5641.006348
	Iteration 12Q: 3 clusters Score -7101628 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -7103170.500000 Penalty: 5641.006348
	Iteration 13Q: 3 clusters Score -7103170 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -7103915.500000 Penalty: 5641.006348
	Iteration 14Q: 3 clusters Score -7103916 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -7104267.500000 Penalty: 5641.006348
	Iteration 15Q: 3 clusters Score -7104268 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -7104530.000000 Penalty: 5641.006348
	Iteration 16Q: 3 clusters Score -7104530 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -7104844.000000 Penalty: 5641.006348
	Iteration 17Q: 3 clusters Score -7104844 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7105105.500000 Penalty: 5641.006348
	Iteration 18Q: 3 clusters Score -7105106 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -7105380.500000 Penalty: 5641.006348
	Iteration 19Q: 3 clusters Score -7105380 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -7105646.000000 Penalty: 5641.006348
	Iteration 20F: 3 clusters Score -7105646 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7105939.000000 Penalty: 5641.006348
	Iteration 21Q: 3 clusters Score -7105939 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -7106421.000000 Penalty: 5641.006348
	Iteration 22Q: 3 clusters Score -7106421 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -7106905.000000 Penalty: 5641.006348
	Iteration 23Q: 3 clusters Score -7106905 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7107615.000000 Penalty: 5641.006348
	Iteration 24Q: 3 clusters Score -7107615 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -7108528.500000 Penalty: 5641.006348
	Iteration 25Q: 3 clusters Score -7108528 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -7109681.500000 Penalty: 5641.006348
	Iteration 26Q: 3 clusters Score -7109682 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -7110878.500000 Penalty: 5641.006348
	Iteration 27Q: 3 clusters Score -7110878 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -7112171.500000 Penalty: 5641.006348
	Iteration 28Q: 3 clusters Score -7112172 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -7113633.500000 Penalty: 5641.006348
	Iteration 29Q: 3 clusters Score -7113634 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -7114781.000000 Penalty: 5641.006348
	Iteration 30Q: 3 clusters Score -7114781 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7115585.000000 Penalty: 5641.006348
	Iteration 31Q: 3 clusters Score -7115585 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7116160.000000 Penalty: 5641.006348
	Iteration 32Q: 3 clusters Score -7116160 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -7116472.500000 Penalty: 5641.006348
	Iteration 33Q: 3 clusters Score -7116472 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7116677.000000 Penalty: 5641.006348
	Iteration 34Q: 3 clusters Score -7116677 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7116780.000000 Penalty: 5641.006348
	Iteration 35Q: 3 clusters Score -7116780 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -7116885.000000 Penalty: 5641.006348
	Iteration 36Q: 3 clusters Score -7116885 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -7116928.500000 Penalty: 5641.006348
	Iteration 37Q: 3 clusters Score -7116928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -7116988.500000 Penalty: 5641.006348
	Iteration 38Q: 3 clusters Score -7116988 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7117021.000000 Penalty: 5641.006348
	Iteration 39Q: 3 clusters Score -7117021 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -7117169.000000 Penalty: 5641.006348
	Iteration 40F: 3 clusters Score -7117169 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -7117199.500000 Penalty: 5641.006348
	Iteration 41Q: 3 clusters Score -7117200 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -7117185.500000 Penalty: 5641.006348
	Iteration 42Q: 3 clusters Score -7117186 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -7117208.000000 Penalty: 5641.006348
	Iteration 43Q: 3 clusters Score -7117208 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -7117212.500000 Penalty: 5641.006348
	Iteration 44Q: 3 clusters Score -7117212 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -7117225.500000 Penalty: 5641.006348
	Iteration 45Q: 3 clusters Score -7117226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -7117236.000000 Penalty: 5641.006348
	Iteration 46Q: 3 clusters Score -7117236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -7117243.000000 Penalty: 5641.006348
	Iteration 47Q: 3 clusters Score -7117243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7117243.000000 Penalty: 5641.006348
	Iteration 48Q: 3 clusters Score -7117243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -7117241.500000 Penalty: 5641.006348
	Iteration 49Q: 3 clusters Score -7117242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -7117248.000000 Penalty: 5641.006348
	Iteration 50Q: 3 clusters Score -7117248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -7117246.500000 Penalty: 5641.006348
	Iteration 51Q: 3 clusters Score -7117246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -7117242.500000 Penalty: 5641.006348
	Iteration 52Q: 3 clusters Score -7117242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -7117247.500000 Penalty: 5641.006348
	Iteration 53Q: 3 clusters Score -7117248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7117230.000000 Penalty: 5641.006348
	Iteration 54Q: 3 clusters Score -7117230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -7117238.500000 Penalty: 5641.006348
	Iteration 55Q: 3 clusters Score -7117238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -7117236.000000 Penalty: 5641.006348
	Iteration 56Q: 3 clusters Score -7117236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -7117241.000000 Penalty: 5641.006348
	Iteration 57Q: 3 clusters Score -7117241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -7117240.000000 Penalty: 5641.006348
	Iteration 58Q: 3 clusters Score -7117240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -7117243.000000 Penalty: 5641.006348
	Iteration 59Q: 3 clusters Score -7117243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -7117241.000000 Penalty: 5641.006348
	Iteration 60F: 3 clusters Score -7117241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -7117245.000000 Penalty: 5641.006348
	Iteration 61Q: 3 clusters Score -7117245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7117245.000000 Penalty: 5641.006348
	Iteration 62Q: 3 clusters Score -7117245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -7117242.500000 Penalty: 5641.006348
	Iteration 63Q: 3 clusters Score -7117242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -7117242.500000 Penalty: 5641.006348
	Iteration 64F: 3 clusters Score -7117242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20271 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 35710 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 854884 members 
Mstep: Class 11 contains 53279 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98410 members 
Mstep: Class 14 contains 19131 members 
Mstep: Class 15 contains 20302 members 
Mstep: Class 16 contains 31466 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 33373 members 
Mstep: Class 19 contains 8679 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16589 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 239497 members 
Mstep: Class 25 contains 31323 members 
Mstep: Class 26 contains 8300 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162868 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 33663 members 
Entering Unmasked Estep 
Score: -142789472.000000 Penalty: 128699.546875
Splitting cluster 11 changes total score from -142783344.000000 to -142789472.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 12 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -350046.437500 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -350046.4 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 2202 members 
Entering Unmasked Estep 
Score: -345808.781250 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -345808.8 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -346701.343750 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -346701.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -346890.562500 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -346890.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -346996.000000 Penalty: 4169.838379
	Iteration 3Q: 3 clusters Score -346996 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -347092.437500 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -347092.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -347153.218750 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -347153.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -347195.406250 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -347195.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -347234.937500 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -347234.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -347267.593750 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -347267.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -347294.312500 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -347294.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -347326.062500 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -347326.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -347363.093750 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -347363.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -347404.718750 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -347404.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347451.937500 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -347451.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -347501.625000 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -347501.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -347555.468750 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -347555.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -347614.562500 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -347614.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -347672.125000 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -347672.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -347724.437500 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -347724.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -347786.812500 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -347786.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -347834.562500 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -347834.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -347885.312500 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -347885.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -347931.875000 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -347931.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -347966.250000 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -347966.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -347990.281250 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -347990.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -348005.843750 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -348005.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -348024.187500 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -348024.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -348041.906250 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -348041.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -348056.468750 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -348056.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -348071.031250 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -348071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -348081.281250 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -348081.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -348090.531250 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -348090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -348096.031250 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -348096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -348100.906250 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -348100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -348104.500000 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -348104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -348110.343750 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -348110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -348117.125000 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -348117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -348128.125000 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -348128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -348135.843750 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -348135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -348142.062500 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -348142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -348146.187500 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -348146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -348152.843750 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -348152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -348156.437500 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -348156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -348158.750000 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -348158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -348165.343750 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -348165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -348170.031250 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -348170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -348175.031250 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -348175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -348178.250000 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -348178.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -348179.750000 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -348179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -348179.750000 Penalty: 4169.838379
	Iteration 49F: 3 clusters Score -348179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Entering Unmasked Estep 
Score: -8089172.000000 Penalty: 2851.230713
	Iteration 0F: 2 clusters Score -8089172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -8023256.500000 Penalty: 5702.461426
	Iteration 0F: 3 clusters Score -8023256 nChanged 46638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -8049803.500000 Penalty: 5702.461426
	Iteration 1F: 3 clusters Score -8049804 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -8050428.000000 Penalty: 5702.461426
	Iteration 2Q: 3 clusters Score -8050428 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -8051127.000000 Penalty: 5702.461426
	Iteration 3Q: 3 clusters Score -8051127 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -8052169.500000 Penalty: 5702.461426
	Iteration 4Q: 3 clusters Score -8052170 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -8053707.500000 Penalty: 5702.461426
	Iteration 5Q: 3 clusters Score -8053708 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -8056150.500000 Penalty: 5702.461426
	Iteration 6Q: 3 clusters Score -8056150 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -8059799.000000 Penalty: 5702.461426
	Iteration 7F: 3 clusters Score -8059799 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -8064654.000000 Penalty: 5702.461426
	Iteration 8F: 3 clusters Score -8064654 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 76110 members 
Entering Unmasked Estep 
Score: -8069856.000000 Penalty: 5702.461426
	Iteration 9F: 3 clusters Score -8069856 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -8074386.000000 Penalty: 5702.461426
	Iteration 10F: 3 clusters Score -8074386 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -8077885.000000 Penalty: 5702.461426
	Iteration 11Q: 3 clusters Score -8077885 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -8080357.500000 Penalty: 5702.461426
	Iteration 12Q: 3 clusters Score -8080358 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -8082000.000000 Penalty: 5702.461426
	Iteration 13Q: 3 clusters Score -8082000 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -8083202.500000 Penalty: 5702.461426
	Iteration 14Q: 3 clusters Score -8083202 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -8084041.000000 Penalty: 5702.461426
	Iteration 15Q: 3 clusters Score -8084041 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 93979 members 
Entering Unmasked Estep 
Score: -8084673.500000 Penalty: 5702.461426
	Iteration 16Q: 3 clusters Score -8084674 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -8085222.000000 Penalty: 5702.461426
	Iteration 17Q: 3 clusters Score -8085222 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -8085554.500000 Penalty: 5702.461426
	Iteration 18Q: 3 clusters Score -8085554 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -8085823.000000 Penalty: 5702.461426
	Iteration 19Q: 3 clusters Score -8085823 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -8086059.000000 Penalty: 5702.461426
	Iteration 20F: 3 clusters Score -8086059 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -8086214.500000 Penalty: 5702.461426
	Iteration 21Q: 3 clusters Score -8086214 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 96852 members 
Entering Unmasked Estep 
Score: -8086322.000000 Penalty: 5702.461426
	Iteration 22Q: 3 clusters Score -8086322 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -8086467.500000 Penalty: 5702.461426
	Iteration 23Q: 3 clusters Score -8086468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -8086561.000000 Penalty: 5702.461426
	Iteration 24Q: 3 clusters Score -8086561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 97271 members 
Entering Unmasked Estep 
Score: -8086617.500000 Penalty: 5702.461426
	Iteration 25Q: 3 clusters Score -8086618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -8086679.000000 Penalty: 5702.461426
	Iteration 26Q: 3 clusters Score -8086679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -8086709.000000 Penalty: 5702.461426
	Iteration 27Q: 3 clusters Score -8086709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -8086724.500000 Penalty: 5702.461426
	Iteration 28Q: 3 clusters Score -8086724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -8086758.000000 Penalty: 5702.461426
	Iteration 29Q: 3 clusters Score -8086758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -8086777.000000 Penalty: 5702.461426
	Iteration 30Q: 3 clusters Score -8086777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -8086773.500000 Penalty: 5702.461426
	Iteration 31Q: 3 clusters Score -8086774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -8086779.500000 Penalty: 5702.461426
	Iteration 32Q: 3 clusters Score -8086780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -8086788.000000 Penalty: 5702.461426
	Iteration 33Q: 3 clusters Score -8086788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 97569 members 
Entering Unmasked Estep 
Score: -8086811.000000 Penalty: 5702.461426
	Iteration 34Q: 3 clusters Score -8086811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 97584 members 
Entering Unmasked Estep 
Score: -8086816.500000 Penalty: 5702.461426
	Iteration 35Q: 3 clusters Score -8086816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -8086822.000000 Penalty: 5702.461426
	Iteration 36Q: 3 clusters Score -8086822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -8086824.000000 Penalty: 5702.461426
	Iteration 37Q: 3 clusters Score -8086824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -8086834.000000 Penalty: 5702.461426
	Iteration 38Q: 3 clusters Score -8086834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -8086842.500000 Penalty: 5702.461426
	Iteration 39Q: 3 clusters Score -8086842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -8086844.500000 Penalty: 5702.461426
	Iteration 40F: 3 clusters Score -8086844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -8086838.000000 Penalty: 5702.461426
	Iteration 41Q: 3 clusters Score -8086838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 97650 members 
Entering Unmasked Estep 
Score: -8086842.000000 Penalty: 5702.461426
	Iteration 42Q: 3 clusters Score -8086842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -8086845.500000 Penalty: 5702.461426
	Iteration 43Q: 3 clusters Score -8086846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -8086849.000000 Penalty: 5702.461426
	Iteration 44Q: 3 clusters Score -8086849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -8086850.500000 Penalty: 5702.461426
	Iteration 45Q: 3 clusters Score -8086850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -8086862.500000 Penalty: 5702.461426
	Iteration 46Q: 3 clusters Score -8086862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 97673 members 
Entering Unmasked Estep 
Score: -8086849.000000 Penalty: 5702.461426
	Iteration 47Q: 3 clusters Score -8086849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 97675 members 
Entering Unmasked Estep 
Score: -8086854.500000 Penalty: 5702.461426
	Iteration 48Q: 3 clusters Score -8086854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -8086860.000000 Penalty: 5702.461426
	Iteration 49Q: 3 clusters Score -8086860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -8086866.000000 Penalty: 5702.461426
	Iteration 50Q: 3 clusters Score -8086866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -8086863.500000 Penalty: 5702.461426
	Iteration 51Q: 3 clusters Score -8086864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -8086865.000000 Penalty: 5702.461426
	Iteration 52Q: 3 clusters Score -8086865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -8086865.000000 Penalty: 5702.461426
	Iteration 53F: 3 clusters Score -8086865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Entering Unmasked Estep 
Score: -1510412.875000 Penalty: 2445.048096
	Iteration 0F: 2 clusters Score -1510413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1496892.250000 Penalty: 4890.096191
	Iteration 0F: 3 clusters Score -1496892 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1501368.125000 Penalty: 4890.096191
	Iteration 1F: 3 clusters Score -1501368 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1501772.875000 Penalty: 4890.096191
	Iteration 2F: 3 clusters Score -1501773 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1502174.500000 Penalty: 4890.096191
	Iteration 3Q: 3 clusters Score -1502174 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1502620.875000 Penalty: 4890.096191
	Iteration 4Q: 3 clusters Score -1502621 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1503162.750000 Penalty: 4890.096191
	Iteration 5Q: 3 clusters Score -1503163 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1503765.000000 Penalty: 4890.096191
	Iteration 6F: 3 clusters Score -1503765 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1504440.375000 Penalty: 4890.096191
	Iteration 7F: 3 clusters Score -1504440 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1505289.250000 Penalty: 4890.096191
	Iteration 8F: 3 clusters Score -1505289 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1506090.500000 Penalty: 4890.096191
	Iteration 9F: 3 clusters Score -1506090 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1506843.750000 Penalty: 4890.096191
	Iteration 10Q: 3 clusters Score -1506844 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1507428.875000 Penalty: 4890.096191
	Iteration 11Q: 3 clusters Score -1507429 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1507798.375000 Penalty: 4890.096191
	Iteration 12Q: 3 clusters Score -1507798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1508005.500000 Penalty: 4890.096191
	Iteration 13Q: 3 clusters Score -1508006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1508105.625000 Penalty: 4890.096191
	Iteration 14Q: 3 clusters Score -1508106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1508164.250000 Penalty: 4890.096191
	Iteration 15Q: 3 clusters Score -1508164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1508196.625000 Penalty: 4890.096191
	Iteration 16Q: 3 clusters Score -1508197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1508220.500000 Penalty: 4890.096191
	Iteration 17Q: 3 clusters Score -1508220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1508236.625000 Penalty: 4890.096191
	Iteration 18Q: 3 clusters Score -1508237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1508248.375000 Penalty: 4890.096191
	Iteration 19Q: 3 clusters Score -1508248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1508260.375000 Penalty: 4890.096191
	Iteration 20F: 3 clusters Score -1508260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1508271.375000 Penalty: 4890.096191
	Iteration 21Q: 3 clusters Score -1508271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1508277.250000 Penalty: 4890.096191
	Iteration 22Q: 3 clusters Score -1508277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1508287.250000 Penalty: 4890.096191
	Iteration 23Q: 3 clusters Score -1508287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1508298.000000 Penalty: 4890.096191
	Iteration 24Q: 3 clusters Score -1508298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1508298.250000 Penalty: 4890.096191
	Iteration 25Q: 3 clusters Score -1508298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1508302.125000 Penalty: 4890.096191
	Iteration 26Q: 3 clusters Score -1508302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1508302.625000 Penalty: 4890.096191
	Iteration 27Q: 3 clusters Score -1508303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1508304.000000 Penalty: 4890.096191
	Iteration 28Q: 3 clusters Score -1508304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1508305.500000 Penalty: 4890.096191
	Iteration 29Q: 3 clusters Score -1508306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1508309.875000 Penalty: 4890.096191
	Iteration 30Q: 3 clusters Score -1508310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1508315.875000 Penalty: 4890.096191
	Iteration 31Q: 3 clusters Score -1508316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1508317.125000 Penalty: 4890.096191
	Iteration 32Q: 3 clusters Score -1508317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1508316.625000 Penalty: 4890.096191
	Iteration 33Q: 3 clusters Score -1508317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1508316.625000 Penalty: 4890.096191
	Iteration 34F: 3 clusters Score -1508317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Entering Unmasked Estep 
Score: -1609935.125000 Penalty: 2459.781738
	Iteration 0F: 2 clusters Score -1609935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1595641.875000 Penalty: 4919.563477
	Iteration 0F: 3 clusters Score -1595642 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1600451.500000 Penalty: 4919.563477
	Iteration 1F: 3 clusters Score -1600452 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1600843.500000 Penalty: 4919.563477
	Iteration 2F: 3 clusters Score -1600844 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1601154.625000 Penalty: 4919.563477
	Iteration 3Q: 3 clusters Score -1601155 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1601424.125000 Penalty: 4919.563477
	Iteration 4Q: 3 clusters Score -1601424 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1601666.500000 Penalty: 4919.563477
	Iteration 5Q: 3 clusters Score -1601666 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1601897.750000 Penalty: 4919.563477
	Iteration 6Q: 3 clusters Score -1601898 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1602145.375000 Penalty: 4919.563477
	Iteration 7Q: 3 clusters Score -1602145 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1602381.375000 Penalty: 4919.563477
	Iteration 8Q: 3 clusters Score -1602381 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1602687.125000 Penalty: 4919.563477
	Iteration 9Q: 3 clusters Score -1602687 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1603098.125000 Penalty: 4919.563477
	Iteration 10Q: 3 clusters Score -1603098 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1603655.000000 Penalty: 4919.563477
	Iteration 11Q: 3 clusters Score -1603655 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1604327.625000 Penalty: 4919.563477
	Iteration 12F: 3 clusters Score -1604328 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1605089.125000 Penalty: 4919.563477
	Iteration 13F: 3 clusters Score -1605089 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1605809.625000 Penalty: 4919.563477
	Iteration 14F: 3 clusters Score -1605810 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1606409.750000 Penalty: 4919.563477
	Iteration 15Q: 3 clusters Score -1606410 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1606909.750000 Penalty: 4919.563477
	Iteration 16Q: 3 clusters Score -1606910 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -1607256.500000 Penalty: 4919.563477
	Iteration 17Q: 3 clusters Score -1607256 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1607488.250000 Penalty: 4919.563477
	Iteration 18Q: 3 clusters Score -1607488 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1607648.125000 Penalty: 4919.563477
	Iteration 19Q: 3 clusters Score -1607648 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1607739.875000 Penalty: 4919.563477
	Iteration 20F: 3 clusters Score -1607740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1607791.250000 Penalty: 4919.563477
	Iteration 21Q: 3 clusters Score -1607791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1607831.500000 Penalty: 4919.563477
	Iteration 22Q: 3 clusters Score -1607832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1607864.750000 Penalty: 4919.563477
	Iteration 23Q: 3 clusters Score -1607865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1607902.625000 Penalty: 4919.563477
	Iteration 24Q: 3 clusters Score -1607903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1607924.500000 Penalty: 4919.563477
	Iteration 25Q: 3 clusters Score -1607924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1607939.250000 Penalty: 4919.563477
	Iteration 26Q: 3 clusters Score -1607939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1607947.750000 Penalty: 4919.563477
	Iteration 27Q: 3 clusters Score -1607948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1607960.500000 Penalty: 4919.563477
	Iteration 28Q: 3 clusters Score -1607960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1607966.375000 Penalty: 4919.563477
	Iteration 29Q: 3 clusters Score -1607966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -1607975.875000 Penalty: 4919.563477
	Iteration 30Q: 3 clusters Score -1607976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -1607985.375000 Penalty: 4919.563477
	Iteration 31Q: 3 clusters Score -1607985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1607995.625000 Penalty: 4919.563477
	Iteration 32Q: 3 clusters Score -1607996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1607994.750000 Penalty: 4919.563477
	Iteration 33Q: 3 clusters Score -1607995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -1607995.000000 Penalty: 4919.563477
	Iteration 34Q: 3 clusters Score -1607995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1607997.375000 Penalty: 4919.563477
	Iteration 35Q: 3 clusters Score -1607997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1608001.250000 Penalty: 4919.563477
	Iteration 36Q: 3 clusters Score -1608001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1608003.625000 Penalty: 4919.563477
	Iteration 37Q: 3 clusters Score -1608004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1608003.625000 Penalty: 4919.563477
	Iteration 38Q: 3 clusters Score -1608004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1608006.500000 Penalty: 4919.563477
	Iteration 39Q: 3 clusters Score -1608006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -1608008.625000 Penalty: 4919.563477
	Iteration 40F: 3 clusters Score -1608009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1608009.125000 Penalty: 4919.563477
	Iteration 41Q: 3 clusters Score -1608009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1608012.750000 Penalty: 4919.563477
	Iteration 42Q: 3 clusters Score -1608013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1608014.250000 Penalty: 4919.563477
	Iteration 43Q: 3 clusters Score -1608014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1608019.375000 Penalty: 4919.563477
	Iteration 44Q: 3 clusters Score -1608019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -1608019.875000 Penalty: 4919.563477
	Iteration 45Q: 3 clusters Score -1608020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1608026.250000 Penalty: 4919.563477
	Iteration 46Q: 3 clusters Score -1608026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1608027.375000 Penalty: 4919.563477
	Iteration 47Q: 3 clusters Score -1608027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1608025.125000 Penalty: 4919.563477
	Iteration 48Q: 3 clusters Score -1608025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1608025.250000 Penalty: 4919.563477
	Iteration 49Q: 3 clusters Score -1608025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1608030.125000 Penalty: 4919.563477
	Iteration 50Q: 3 clusters Score -1608030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1608034.875000 Penalty: 4919.563477
	Iteration 51Q: 3 clusters Score -1608035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1608036.875000 Penalty: 4919.563477
	Iteration 52Q: 3 clusters Score -1608037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1608039.750000 Penalty: 4919.563477
	Iteration 53Q: 3 clusters Score -1608040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1608037.875000 Penalty: 4919.563477
	Iteration 54Q: 3 clusters Score -1608038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1608037.875000 Penalty: 4919.563477
	Iteration 55F: 3 clusters Score -1608038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Entering Unmasked Estep 
Score: -2591579.500000 Penalty: 2568.452393
	Iteration 0F: 2 clusters Score -2591580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2570006.750000 Penalty: 5136.904785
	Iteration 0F: 3 clusters Score -2570007 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2577909.250000 Penalty: 5136.904785
	Iteration 1F: 3 clusters Score -2577909 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2578581.500000 Penalty: 5136.904785
	Iteration 2F: 3 clusters Score -2578582 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2579333.750000 Penalty: 5136.904785
	Iteration 3F: 3 clusters Score -2579334 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2580132.500000 Penalty: 5136.904785
	Iteration 4F: 3 clusters Score -2580132 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2580988.250000 Penalty: 5136.904785
	Iteration 5F: 3 clusters Score -2580988 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2581844.000000 Penalty: 5136.904785
	Iteration 6F: 3 clusters Score -2581844 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2582720.500000 Penalty: 5136.904785
	Iteration 7Q: 3 clusters Score -2582720 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2583608.750000 Penalty: 5136.904785
	Iteration 8Q: 3 clusters Score -2583609 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2584574.750000 Penalty: 5136.904785
	Iteration 9Q: 3 clusters Score -2584575 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2585558.500000 Penalty: 5136.904785
	Iteration 10Q: 3 clusters Score -2585558 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -2586487.250000 Penalty: 5136.904785
	Iteration 11Q: 3 clusters Score -2586487 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2587291.750000 Penalty: 5136.904785
	Iteration 12Q: 3 clusters Score -2587292 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -2587952.500000 Penalty: 5136.904785
	Iteration 13Q: 3 clusters Score -2587952 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -2588455.000000 Penalty: 5136.904785
	Iteration 14Q: 3 clusters Score -2588455 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -2588805.000000 Penalty: 5136.904785
	Iteration 15Q: 3 clusters Score -2588805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -2588992.250000 Penalty: 5136.904785
	Iteration 16Q: 3 clusters Score -2588992 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -2589122.000000 Penalty: 5136.904785
	Iteration 17Q: 3 clusters Score -2589122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -2589193.750000 Penalty: 5136.904785
	Iteration 18Q: 3 clusters Score -2589194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -2589255.000000 Penalty: 5136.904785
	Iteration 19Q: 3 clusters Score -2589255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -2589304.500000 Penalty: 5136.904785
	Iteration 20F: 3 clusters Score -2589304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -2589325.250000 Penalty: 5136.904785
	Iteration 21Q: 3 clusters Score -2589325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2589341.500000 Penalty: 5136.904785
	Iteration 22Q: 3 clusters Score -2589342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -2589355.750000 Penalty: 5136.904785
	Iteration 23Q: 3 clusters Score -2589356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -2589365.500000 Penalty: 5136.904785
	Iteration 24Q: 3 clusters Score -2589366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -2589375.000000 Penalty: 5136.904785
	Iteration 25Q: 3 clusters Score -2589375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -2589379.750000 Penalty: 5136.904785
	Iteration 26Q: 3 clusters Score -2589380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -2589385.000000 Penalty: 5136.904785
	Iteration 27Q: 3 clusters Score -2589385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -2589390.250000 Penalty: 5136.904785
	Iteration 28Q: 3 clusters Score -2589390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -2589395.500000 Penalty: 5136.904785
	Iteration 29Q: 3 clusters Score -2589396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -2589403.500000 Penalty: 5136.904785
	Iteration 30Q: 3 clusters Score -2589404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -2589403.500000 Penalty: 5136.904785
	Iteration 31F: 3 clusters Score -2589404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -323812.375000 Penalty: 2066.650879
	Iteration 0F: 2 clusters Score -323812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -319747.437500 Penalty: 4133.301758
	Iteration 0F: 3 clusters Score -319747.4 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -320621.875000 Penalty: 4133.301758
	Iteration 1F: 3 clusters Score -320621.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -320818.156250 Penalty: 4133.301758
	Iteration 2F: 3 clusters Score -320818.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -320943.843750 Penalty: 4133.301758
	Iteration 3Q: 3 clusters Score -320943.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -321032.531250 Penalty: 4133.301758
	Iteration 4Q: 3 clusters Score -321032.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -321102.093750 Penalty: 4133.301758
	Iteration 5Q: 3 clusters Score -321102.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -321159.968750 Penalty: 4133.301758
	Iteration 6Q: 3 clusters Score -321160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -321212.781250 Penalty: 4133.301758
	Iteration 7Q: 3 clusters Score -321212.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -321263.843750 Penalty: 4133.301758
	Iteration 8Q: 3 clusters Score -321263.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -321298.375000 Penalty: 4133.301758
	Iteration 9Q: 3 clusters Score -321298.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -321326.937500 Penalty: 4133.301758
	Iteration 10Q: 3 clusters Score -321326.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -321356.500000 Penalty: 4133.301758
	Iteration 11Q: 3 clusters Score -321356.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -321379.531250 Penalty: 4133.301758
	Iteration 12Q: 3 clusters Score -321379.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -321398.375000 Penalty: 4133.301758
	Iteration 13Q: 3 clusters Score -321398.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321416.500000 Penalty: 4133.301758
	Iteration 14Q: 3 clusters Score -321416.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321436.718750 Penalty: 4133.301758
	Iteration 15Q: 3 clusters Score -321436.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321456.250000 Penalty: 4133.301758
	Iteration 16Q: 3 clusters Score -321456.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -321477.218750 Penalty: 4133.301758
	Iteration 17Q: 3 clusters Score -321477.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321495.062500 Penalty: 4133.301758
	Iteration 18Q: 3 clusters Score -321495.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -321517.218750 Penalty: 4133.301758
	Iteration 19Q: 3 clusters Score -321517.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -321547.593750 Penalty: 4133.301758
	Iteration 20F: 3 clusters Score -321547.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -321576.218750 Penalty: 4133.301758
	Iteration 21Q: 3 clusters Score -321576.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -321599.625000 Penalty: 4133.301758
	Iteration 22Q: 3 clusters Score -321599.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -321627.625000 Penalty: 4133.301758
	Iteration 23Q: 3 clusters Score -321627.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -321651.218750 Penalty: 4133.301758
	Iteration 24Q: 3 clusters Score -321651.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -321673.218750 Penalty: 4133.301758
	Iteration 25Q: 3 clusters Score -321673.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321692.406250 Penalty: 4133.301758
	Iteration 26Q: 3 clusters Score -321692.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -321710.593750 Penalty: 4133.301758
	Iteration 27Q: 3 clusters Score -321710.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -321725.906250 Penalty: 4133.301758
	Iteration 28Q: 3 clusters Score -321725.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -321735.125000 Penalty: 4133.301758
	Iteration 29Q: 3 clusters Score -321735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321741.125000 Penalty: 4133.301758
	Iteration 30Q: 3 clusters Score -321741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -321745.906250 Penalty: 4133.301758
	Iteration 31Q: 3 clusters Score -321745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321750.531250 Penalty: 4133.301758
	Iteration 32Q: 3 clusters Score -321750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -321756.437500 Penalty: 4133.301758
	Iteration 33Q: 3 clusters Score -321756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -321764.437500 Penalty: 4133.301758
	Iteration 34Q: 3 clusters Score -321764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -321773.125000 Penalty: 4133.301758
	Iteration 35Q: 3 clusters Score -321773.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -321783.937500 Penalty: 4133.301758
	Iteration 36Q: 3 clusters Score -321783.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -321789.593750 Penalty: 4133.301758
	Iteration 37Q: 3 clusters Score -321789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -321797.031250 Penalty: 4133.301758
	Iteration 38Q: 3 clusters Score -321797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -321805.281250 Penalty: 4133.301758
	Iteration 39Q: 3 clusters Score -321805.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -321812.500000 Penalty: 4133.301758
	Iteration 40F: 3 clusters Score -321812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -321820.062500 Penalty: 4133.301758
	Iteration 41Q: 3 clusters Score -321820.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -321827.093750 Penalty: 4133.301758
	Iteration 42Q: 3 clusters Score -321827.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -321833.875000 Penalty: 4133.301758
	Iteration 43Q: 3 clusters Score -321833.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -321841.468750 Penalty: 4133.301758
	Iteration 44Q: 3 clusters Score -321841.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -321847.593750 Penalty: 4133.301758
	Iteration 45Q: 3 clusters Score -321847.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -321854.468750 Penalty: 4133.301758
	Iteration 46Q: 3 clusters Score -321854.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -321861.406250 Penalty: 4133.301758
	Iteration 47Q: 3 clusters Score -321861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -321866.562500 Penalty: 4133.301758
	Iteration 48Q: 3 clusters Score -321866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -321869.531250 Penalty: 4133.301758
	Iteration 49Q: 3 clusters Score -321869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -321875.593750 Penalty: 4133.301758
	Iteration 50Q: 3 clusters Score -321875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -321883.937500 Penalty: 4133.301758
	Iteration 51Q: 3 clusters Score -321883.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -321891.781250 Penalty: 4133.301758
	Iteration 52Q: 3 clusters Score -321891.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -321898.468750 Penalty: 4133.301758
	Iteration 53Q: 3 clusters Score -321898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -321902.250000 Penalty: 4133.301758
	Iteration 54Q: 3 clusters Score -321902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -321906.812500 Penalty: 4133.301758
	Iteration 55Q: 3 clusters Score -321906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -321910.718750 Penalty: 4133.301758
	Iteration 56Q: 3 clusters Score -321910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -321912.437500 Penalty: 4133.301758
	Iteration 57Q: 3 clusters Score -321912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -321915.593750 Penalty: 4133.301758
	Iteration 58Q: 3 clusters Score -321915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -321921.437500 Penalty: 4133.301758
	Iteration 59Q: 3 clusters Score -321921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321926.031250 Penalty: 4133.301758
	Iteration 60F: 3 clusters Score -321926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -321929.562500 Penalty: 4133.301758
	Iteration 61Q: 3 clusters Score -321929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -321932.375000 Penalty: 4133.301758
	Iteration 62Q: 3 clusters Score -321932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -321934.843750 Penalty: 4133.301758
	Iteration 63Q: 3 clusters Score -321934.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -321939.031250 Penalty: 4133.301758
	Iteration 64Q: 3 clusters Score -321939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -321940.625000 Penalty: 4133.301758
	Iteration 65Q: 3 clusters Score -321940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -321944.500000 Penalty: 4133.301758
	Iteration 66Q: 3 clusters Score -321944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -321948.781250 Penalty: 4133.301758
	Iteration 67Q: 3 clusters Score -321948.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -321954.062500 Penalty: 4133.301758
	Iteration 68Q: 3 clusters Score -321954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -321956.843750 Penalty: 4133.301758
	Iteration 69Q: 3 clusters Score -321956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -321958.187500 Penalty: 4133.301758
	Iteration 70Q: 3 clusters Score -321958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321959.937500 Penalty: 4133.301758
	Iteration 71Q: 3 clusters Score -321959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321960.187500 Penalty: 4133.301758
	Iteration 72Q: 3 clusters Score -321960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -321961.531250 Penalty: 4133.301758
	Iteration 73Q: 3 clusters Score -321961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -321961.531250 Penalty: 4133.301758
	Iteration 74F: 3 clusters Score -321961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Entering Unmasked Estep 
Score: -2630315.250000 Penalty: 2583.044678
	Iteration 0F: 2 clusters Score -2630315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2607607.250000 Penalty: 5166.089355
	Iteration 0F: 3 clusters Score -2607607 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2615794.750000 Penalty: 5166.089355
	Iteration 1F: 3 clusters Score -2615795 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2616369.750000 Penalty: 5166.089355
	Iteration 2Q: 3 clusters Score -2616370 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2617031.000000 Penalty: 5166.089355
	Iteration 3Q: 3 clusters Score -2617031 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2617819.750000 Penalty: 5166.089355
	Iteration 4F: 3 clusters Score -2617820 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2618916.750000 Penalty: 5166.089355
	Iteration 5F: 3 clusters Score -2618917 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2620498.250000 Penalty: 5166.089355
	Iteration 6F: 3 clusters Score -2620498 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -2622469.500000 Penalty: 5166.089355
	Iteration 7F: 3 clusters Score -2622470 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -2624351.750000 Penalty: 5166.089355
	Iteration 8F: 3 clusters Score -2624352 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -2625741.250000 Penalty: 5166.089355
	Iteration 9Q: 3 clusters Score -2625741 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -2626739.750000 Penalty: 5166.089355
	Iteration 10Q: 3 clusters Score -2626740 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -2627316.250000 Penalty: 5166.089355
	Iteration 11Q: 3 clusters Score -2627316 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -2627602.500000 Penalty: 5166.089355
	Iteration 12Q: 3 clusters Score -2627602 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -2627772.000000 Penalty: 5166.089355
	Iteration 13Q: 3 clusters Score -2627772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -2627875.500000 Penalty: 5166.089355
	Iteration 14Q: 3 clusters Score -2627876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -2627927.500000 Penalty: 5166.089355
	Iteration 15Q: 3 clusters Score -2627928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -2627947.500000 Penalty: 5166.089355
	Iteration 16Q: 3 clusters Score -2627948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -2627978.250000 Penalty: 5166.089355
	Iteration 17Q: 3 clusters Score -2627978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -2628001.750000 Penalty: 5166.089355
	Iteration 18Q: 3 clusters Score -2628002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -2628014.500000 Penalty: 5166.089355
	Iteration 19Q: 3 clusters Score -2628014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -2628018.000000 Penalty: 5166.089355
	Iteration 20F: 3 clusters Score -2628018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -2628030.250000 Penalty: 5166.089355
	Iteration 21Q: 3 clusters Score -2628030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -2628034.000000 Penalty: 5166.089355
	Iteration 22Q: 3 clusters Score -2628034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -2628042.250000 Penalty: 5166.089355
	Iteration 23Q: 3 clusters Score -2628042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -2628054.750000 Penalty: 5166.089355
	Iteration 24Q: 3 clusters Score -2628055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -2628058.250000 Penalty: 5166.089355
	Iteration 25Q: 3 clusters Score -2628058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -2628063.000000 Penalty: 5166.089355
	Iteration 26Q: 3 clusters Score -2628063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -2628064.000000 Penalty: 5166.089355
	Iteration 27Q: 3 clusters Score -2628064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -2628070.500000 Penalty: 5166.089355
	Iteration 28Q: 3 clusters Score -2628070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -2628069.500000 Penalty: 5166.089355
	Iteration 29Q: 3 clusters Score -2628070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -2628072.500000 Penalty: 5166.089355
	Iteration 30Q: 3 clusters Score -2628072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -2628078.750000 Penalty: 5166.089355
	Iteration 31Q: 3 clusters Score -2628079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -2628076.750000 Penalty: 5166.089355
	Iteration 32Q: 3 clusters Score -2628077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -2628083.000000 Penalty: 5166.089355
	Iteration 33Q: 3 clusters Score -2628083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -2628085.500000 Penalty: 5166.089355
	Iteration 34Q: 3 clusters Score -2628086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -2628085.500000 Penalty: 5166.089355
	Iteration 35F: 3 clusters Score -2628086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Entering Unmasked Estep 
Score: -725562.000000 Penalty: 2249.028076
	Iteration 0F: 2 clusters Score -725562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -718734.125000 Penalty: 4498.056152
	Iteration 0F: 3 clusters Score -718734.1 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -720620.000000 Penalty: 4498.056152
	Iteration 1F: 3 clusters Score -720620 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -720844.687500 Penalty: 4498.056152
	Iteration 2F: 3 clusters Score -720844.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -721006.875000 Penalty: 4498.056152
	Iteration 3Q: 3 clusters Score -721006.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -721133.937500 Penalty: 4498.056152
	Iteration 4Q: 3 clusters Score -721133.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -721227.875000 Penalty: 4498.056152
	Iteration 5Q: 3 clusters Score -721227.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -721307.750000 Penalty: 4498.056152
	Iteration 6Q: 3 clusters Score -721307.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -721396.937500 Penalty: 4498.056152
	Iteration 7Q: 3 clusters Score -721396.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -721508.500000 Penalty: 4498.056152
	Iteration 8Q: 3 clusters Score -721508.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -721627.750000 Penalty: 4498.056152
	Iteration 9Q: 3 clusters Score -721627.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -721755.187500 Penalty: 4498.056152
	Iteration 10Q: 3 clusters Score -721755.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -721934.875000 Penalty: 4498.056152
	Iteration 11Q: 3 clusters Score -721934.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -722171.750000 Penalty: 4498.056152
	Iteration 12Q: 3 clusters Score -722171.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -722434.687500 Penalty: 4498.056152
	Iteration 13Q: 3 clusters Score -722434.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -722689.437500 Penalty: 4498.056152
	Iteration 14Q: 3 clusters Score -722689.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -722909.750000 Penalty: 4498.056152
	Iteration 15Q: 3 clusters Score -722909.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -723097.875000 Penalty: 4498.056152
	Iteration 16Q: 3 clusters Score -723097.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -723244.875000 Penalty: 4498.056152
	Iteration 17Q: 3 clusters Score -723244.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -723336.625000 Penalty: 4498.056152
	Iteration 18Q: 3 clusters Score -723336.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -723410.000000 Penalty: 4498.056152
	Iteration 19Q: 3 clusters Score -723410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -723453.687500 Penalty: 4498.056152
	Iteration 20F: 3 clusters Score -723453.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -723483.375000 Penalty: 4498.056152
	Iteration 21Q: 3 clusters Score -723483.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -723500.375000 Penalty: 4498.056152
	Iteration 22Q: 3 clusters Score -723500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -723517.187500 Penalty: 4498.056152
	Iteration 23Q: 3 clusters Score -723517.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -723532.687500 Penalty: 4498.056152
	Iteration 24Q: 3 clusters Score -723532.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -723543.437500 Penalty: 4498.056152
	Iteration 25Q: 3 clusters Score -723543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -723551.187500 Penalty: 4498.056152
	Iteration 26Q: 3 clusters Score -723551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -723556.312500 Penalty: 4498.056152
	Iteration 27Q: 3 clusters Score -723556.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -723562.625000 Penalty: 4498.056152
	Iteration 28Q: 3 clusters Score -723562.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -723569.062500 Penalty: 4498.056152
	Iteration 29Q: 3 clusters Score -723569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -723572.625000 Penalty: 4498.056152
	Iteration 30Q: 3 clusters Score -723572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -723578.312500 Penalty: 4498.056152
	Iteration 31Q: 3 clusters Score -723578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -723585.437500 Penalty: 4498.056152
	Iteration 32Q: 3 clusters Score -723585.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -723591.062500 Penalty: 4498.056152
	Iteration 33Q: 3 clusters Score -723591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -723595.937500 Penalty: 4498.056152
	Iteration 34Q: 3 clusters Score -723595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -723595.250000 Penalty: 4498.056152
	Iteration 35Q: 3 clusters Score -723595.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -723595.250000 Penalty: 4498.056152
	Iteration 36F: 3 clusters Score -723595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -75428.742188 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -75428.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73497.367188 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -73497.37 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73780.093750 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -73780.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73851.507812 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -73851.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73894.023438 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -73894.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73917.210938 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -73917.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -73924.570312 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -73924.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73931.015625 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -73931.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73932.750000 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -73932.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73933.804688 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -73933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73934.554688 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -73934.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73934.554688 Penalty: 3438.494141
	Iteration 10F: 3 clusters Score -73934.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Entering Unmasked Estep 
Score: -1329932.375000 Penalty: 2409.690918
	Iteration 0F: 2 clusters Score -1329932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1318101.250000 Penalty: 4819.381836
	Iteration 0F: 3 clusters Score -1318101 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1321829.625000 Penalty: 4819.381836
	Iteration 1F: 3 clusters Score -1321830 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1322175.125000 Penalty: 4819.381836
	Iteration 2F: 3 clusters Score -1322175 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1322464.500000 Penalty: 4819.381836
	Iteration 3Q: 3 clusters Score -1322464 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1322748.625000 Penalty: 4819.381836
	Iteration 4Q: 3 clusters Score -1322749 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1323029.625000 Penalty: 4819.381836
	Iteration 5Q: 3 clusters Score -1323030 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1323310.750000 Penalty: 4819.381836
	Iteration 6Q: 3 clusters Score -1323311 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1323633.125000 Penalty: 4819.381836
	Iteration 7Q: 3 clusters Score -1323633 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1324080.875000 Penalty: 4819.381836
	Iteration 8Q: 3 clusters Score -1324081 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1324597.625000 Penalty: 4819.381836
	Iteration 9Q: 3 clusters Score -1324598 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1325161.625000 Penalty: 4819.381836
	Iteration 10F: 3 clusters Score -1325162 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1325745.500000 Penalty: 4819.381836
	Iteration 11Q: 3 clusters Score -1325746 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1326311.125000 Penalty: 4819.381836
	Iteration 12Q: 3 clusters Score -1326311 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1326741.250000 Penalty: 4819.381836
	Iteration 13Q: 3 clusters Score -1326741 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1327052.125000 Penalty: 4819.381836
	Iteration 14Q: 3 clusters Score -1327052 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1327285.750000 Penalty: 4819.381836
	Iteration 15Q: 3 clusters Score -1327286 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1327445.250000 Penalty: 4819.381836
	Iteration 16Q: 3 clusters Score -1327445 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1327572.250000 Penalty: 4819.381836
	Iteration 17Q: 3 clusters Score -1327572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1327652.875000 Penalty: 4819.381836
	Iteration 18Q: 3 clusters Score -1327653 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1327710.500000 Penalty: 4819.381836
	Iteration 19Q: 3 clusters Score -1327710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1327751.250000 Penalty: 4819.381836
	Iteration 20F: 3 clusters Score -1327751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1327800.125000 Penalty: 4819.381836
	Iteration 21Q: 3 clusters Score -1327800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1327820.875000 Penalty: 4819.381836
	Iteration 22Q: 3 clusters Score -1327821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1327846.125000 Penalty: 4819.381836
	Iteration 23Q: 3 clusters Score -1327846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1327852.000000 Penalty: 4819.381836
	Iteration 24Q: 3 clusters Score -1327852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1327857.875000 Penalty: 4819.381836
	Iteration 25Q: 3 clusters Score -1327858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1327866.625000 Penalty: 4819.381836
	Iteration 26Q: 3 clusters Score -1327867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1327874.625000 Penalty: 4819.381836
	Iteration 27Q: 3 clusters Score -1327875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1327886.375000 Penalty: 4819.381836
	Iteration 28Q: 3 clusters Score -1327886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1327894.250000 Penalty: 4819.381836
	Iteration 29Q: 3 clusters Score -1327894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1327901.000000 Penalty: 4819.381836
	Iteration 30Q: 3 clusters Score -1327901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1327909.500000 Penalty: 4819.381836
	Iteration 31Q: 3 clusters Score -1327910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1327909.625000 Penalty: 4819.381836
	Iteration 32Q: 3 clusters Score -1327910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1327910.500000 Penalty: 4819.381836
	Iteration 33Q: 3 clusters Score -1327910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1327919.125000 Penalty: 4819.381836
	Iteration 34Q: 3 clusters Score -1327919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1327928.000000 Penalty: 4819.381836
	Iteration 35Q: 3 clusters Score -1327928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1327925.500000 Penalty: 4819.381836
	Iteration 36Q: 3 clusters Score -1327926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1327926.500000 Penalty: 4819.381836
	Iteration 37Q: 3 clusters Score -1327926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1327927.375000 Penalty: 4819.381836
	Iteration 38Q: 3 clusters Score -1327927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1327926.750000 Penalty: 4819.381836
	Iteration 39Q: 3 clusters Score -1327927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1327927.875000 Penalty: 4819.381836
	Iteration 40F: 3 clusters Score -1327928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1327928.750000 Penalty: 4819.381836
	Iteration 41Q: 3 clusters Score -1327929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1327928.500000 Penalty: 4819.381836
	Iteration 42Q: 3 clusters Score -1327928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1327928.875000 Penalty: 4819.381836
	Iteration 43Q: 3 clusters Score -1327929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1327931.250000 Penalty: 4819.381836
	Iteration 44Q: 3 clusters Score -1327931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1327931.750000 Penalty: 4819.381836
	Iteration 45Q: 3 clusters Score -1327932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1327932.250000 Penalty: 4819.381836
	Iteration 46Q: 3 clusters Score -1327932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1327933.875000 Penalty: 4819.381836
	Iteration 47Q: 3 clusters Score -1327934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1327935.625000 Penalty: 4819.381836
	Iteration 48Q: 3 clusters Score -1327936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1327937.875000 Penalty: 4819.381836
	Iteration 49Q: 3 clusters Score -1327938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1327938.875000 Penalty: 4819.381836
	Iteration 50Q: 3 clusters Score -1327939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1327945.250000 Penalty: 4819.381836
	Iteration 51Q: 3 clusters Score -1327945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1327946.125000 Penalty: 4819.381836
	Iteration 52Q: 3 clusters Score -1327946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1327946.375000 Penalty: 4819.381836
	Iteration 53Q: 3 clusters Score -1327946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1327947.500000 Penalty: 4819.381836
	Iteration 54Q: 3 clusters Score -1327948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1327949.750000 Penalty: 4819.381836
	Iteration 55Q: 3 clusters Score -1327950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1327953.625000 Penalty: 4819.381836
	Iteration 56Q: 3 clusters Score -1327954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1327952.250000 Penalty: 4819.381836
	Iteration 57Q: 3 clusters Score -1327952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1327955.875000 Penalty: 4819.381836
	Iteration 58Q: 3 clusters Score -1327956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1327954.000000 Penalty: 4819.381836
	Iteration 59Q: 3 clusters Score -1327954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1327954.875000 Penalty: 4819.381836
	Iteration 60F: 3 clusters Score -1327955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1327956.000000 Penalty: 4819.381836
	Iteration 61Q: 3 clusters Score -1327956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1327956.250000 Penalty: 4819.381836
	Iteration 62Q: 3 clusters Score -1327956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1327954.625000 Penalty: 4819.381836
	Iteration 63Q: 3 clusters Score -1327955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1327956.625000 Penalty: 4819.381836
	Iteration 64Q: 3 clusters Score -1327957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1327956.000000 Penalty: 4819.381836
	Iteration 65Q: 3 clusters Score -1327956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1327958.000000 Penalty: 4819.381836
	Iteration 66Q: 3 clusters Score -1327958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1327958.625000 Penalty: 4819.381836
	Iteration 67Q: 3 clusters Score -1327959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1327958.375000 Penalty: 4819.381836
	Iteration 68Q: 3 clusters Score -1327958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1327958.375000 Penalty: 4819.381836
	Iteration 69F: 3 clusters Score -1327958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Entering Unmasked Estep 
Score: -658136.687500 Penalty: 2241.602783
	Iteration 0F: 2 clusters Score -658136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -651374.875000 Penalty: 4483.205566
	Iteration 0F: 3 clusters Score -651374.9 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -653280.750000 Penalty: 4483.205566
	Iteration 1F: 3 clusters Score -653280.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -653578.125000 Penalty: 4483.205566
	Iteration 2F: 3 clusters Score -653578.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -653786.187500 Penalty: 4483.205566
	Iteration 3F: 3 clusters Score -653786.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -653940.625000 Penalty: 4483.205566
	Iteration 4Q: 3 clusters Score -653940.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -654070.562500 Penalty: 4483.205566
	Iteration 5Q: 3 clusters Score -654070.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -654203.250000 Penalty: 4483.205566
	Iteration 6Q: 3 clusters Score -654203.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -654345.062500 Penalty: 4483.205566
	Iteration 7Q: 3 clusters Score -654345.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -654521.375000 Penalty: 4483.205566
	Iteration 8Q: 3 clusters Score -654521.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -654724.937500 Penalty: 4483.205566
	Iteration 9Q: 3 clusters Score -654724.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -654963.125000 Penalty: 4483.205566
	Iteration 10Q: 3 clusters Score -654963.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -655198.250000 Penalty: 4483.205566
	Iteration 11Q: 3 clusters Score -655198.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -655423.312500 Penalty: 4483.205566
	Iteration 12Q: 3 clusters Score -655423.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -655616.187500 Penalty: 4483.205566
	Iteration 13Q: 3 clusters Score -655616.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -655765.437500 Penalty: 4483.205566
	Iteration 14Q: 3 clusters Score -655765.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -655875.312500 Penalty: 4483.205566
	Iteration 15Q: 3 clusters Score -655875.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -655971.375000 Penalty: 4483.205566
	Iteration 16Q: 3 clusters Score -655971.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -656038.875000 Penalty: 4483.205566
	Iteration 17Q: 3 clusters Score -656038.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -656086.000000 Penalty: 4483.205566
	Iteration 18Q: 3 clusters Score -656086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -656117.875000 Penalty: 4483.205566
	Iteration 19Q: 3 clusters Score -656117.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -656142.000000 Penalty: 4483.205566
	Iteration 20F: 3 clusters Score -656142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -656168.375000 Penalty: 4483.205566
	Iteration 21Q: 3 clusters Score -656168.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -656189.875000 Penalty: 4483.205566
	Iteration 22Q: 3 clusters Score -656189.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -656202.125000 Penalty: 4483.205566
	Iteration 23Q: 3 clusters Score -656202.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -656208.500000 Penalty: 4483.205566
	Iteration 24Q: 3 clusters Score -656208.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -656213.625000 Penalty: 4483.205566
	Iteration 25Q: 3 clusters Score -656213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -656216.187500 Penalty: 4483.205566
	Iteration 26Q: 3 clusters Score -656216.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -656219.125000 Penalty: 4483.205566
	Iteration 27Q: 3 clusters Score -656219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -656222.750000 Penalty: 4483.205566
	Iteration 28Q: 3 clusters Score -656222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -656229.375000 Penalty: 4483.205566
	Iteration 29Q: 3 clusters Score -656229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -656234.812500 Penalty: 4483.205566
	Iteration 30Q: 3 clusters Score -656234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -656239.625000 Penalty: 4483.205566
	Iteration 31Q: 3 clusters Score -656239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -656248.187500 Penalty: 4483.205566
	Iteration 32Q: 3 clusters Score -656248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -656256.312500 Penalty: 4483.205566
	Iteration 33Q: 3 clusters Score -656256.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -656266.875000 Penalty: 4483.205566
	Iteration 34Q: 3 clusters Score -656266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -656276.437500 Penalty: 4483.205566
	Iteration 35Q: 3 clusters Score -656276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -656278.062500 Penalty: 4483.205566
	Iteration 36Q: 3 clusters Score -656278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -656280.187500 Penalty: 4483.205566
	Iteration 37Q: 3 clusters Score -656280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -656281.875000 Penalty: 4483.205566
	Iteration 38Q: 3 clusters Score -656281.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -656284.875000 Penalty: 4483.205566
	Iteration 39Q: 3 clusters Score -656284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -656284.875000 Penalty: 4483.205566
	Iteration 40F: 3 clusters Score -656284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -300546.906250 Penalty: 2093.678955
	Iteration 0F: 2 clusters Score -300546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -296270.562500 Penalty: 4187.357910
	Iteration 0F: 3 clusters Score -296270.6 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -297400.437500 Penalty: 4187.357910
	Iteration 1F: 3 clusters Score -297400.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -297711.156250 Penalty: 4187.357910
	Iteration 2F: 3 clusters Score -297711.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -297944.937500 Penalty: 4187.357910
	Iteration 3F: 3 clusters Score -297944.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -298143.375000 Penalty: 4187.357910
	Iteration 4F: 3 clusters Score -298143.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -298332.062500 Penalty: 4187.357910
	Iteration 5Q: 3 clusters Score -298332.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -298495.781250 Penalty: 4187.357910
	Iteration 6Q: 3 clusters Score -298495.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -298617.812500 Penalty: 4187.357910
	Iteration 7Q: 3 clusters Score -298617.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -298728.968750 Penalty: 4187.357910
	Iteration 8Q: 3 clusters Score -298729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -298836.656250 Penalty: 4187.357910
	Iteration 9Q: 3 clusters Score -298836.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -298944.875000 Penalty: 4187.357910
	Iteration 10Q: 3 clusters Score -298944.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -299060.968750 Penalty: 4187.357910
	Iteration 11Q: 3 clusters Score -299061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -299164.250000 Penalty: 4187.357910
	Iteration 12Q: 3 clusters Score -299164.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -299288.187500 Penalty: 4187.357910
	Iteration 13Q: 3 clusters Score -299288.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -299374.093750 Penalty: 4187.357910
	Iteration 14Q: 3 clusters Score -299374.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -299424.437500 Penalty: 4187.357910
	Iteration 15Q: 3 clusters Score -299424.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -299447.843750 Penalty: 4187.357910
	Iteration 16Q: 3 clusters Score -299447.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -299468.000000 Penalty: 4187.357910
	Iteration 17Q: 3 clusters Score -299468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -299483.781250 Penalty: 4187.357910
	Iteration 18Q: 3 clusters Score -299483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -299491.031250 Penalty: 4187.357910
	Iteration 19Q: 3 clusters Score -299491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -299497.750000 Penalty: 4187.357910
	Iteration 20F: 3 clusters Score -299497.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -299501.187500 Penalty: 4187.357910
	Iteration 21Q: 3 clusters Score -299501.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -299506.250000 Penalty: 4187.357910
	Iteration 22Q: 3 clusters Score -299506.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -299509.281250 Penalty: 4187.357910
	Iteration 23Q: 3 clusters Score -299509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -299511.125000 Penalty: 4187.357910
	Iteration 24Q: 3 clusters Score -299511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -299513.187500 Penalty: 4187.357910
	Iteration 25Q: 3 clusters Score -299513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -299514.156250 Penalty: 4187.357910
	Iteration 26Q: 3 clusters Score -299514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -299513.750000 Penalty: 4187.357910
	Iteration 27Q: 3 clusters Score -299513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -299513.812500 Penalty: 4187.357910
	Iteration 28Q: 3 clusters Score -299513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -299513.812500 Penalty: 4187.357910
	Iteration 29F: 3 clusters Score -299513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (239497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239497 members 
Entering Unmasked Estep 
Score: -19351994.000000 Penalty: 3071.801514
	Iteration 0F: 2 clusters Score -1.935199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119912 members 
Mstep: Class 2 contains 119585 members 
Entering Unmasked Estep 
Score: -19191202.000000 Penalty: 6143.603027
	Iteration 0F: 3 clusters Score -1.91912e+07 nChanged 115387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123965 members 
Mstep: Class 2 contains 115532 members 
Entering Unmasked Estep 
Score: -19259384.000000 Penalty: 6143.603027
	Iteration 1F: 3 clusters Score -1.925938e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -19260476.000000 Penalty: 6143.603027
	Iteration 2Q: 3 clusters Score -1.926048e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130475 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -19262354.000000 Penalty: 6143.603027
	Iteration 3Q: 3 clusters Score -1.926235e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136435 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -19265126.000000 Penalty: 6143.603027
	Iteration 4Q: 3 clusters Score -1.926513e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -19269728.000000 Penalty: 6143.603027
	Iteration 5Q: 3 clusters Score -1.926973e+07 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -19277740.000000 Penalty: 6143.603027
	Iteration 6F: 3 clusters Score -1.927774e+07 nChanged 17734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -19290682.000000 Penalty: 6143.603027
	Iteration 7F: 3 clusters Score -1.929068e+07 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195509 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -19308004.000000 Penalty: 6143.603027
	Iteration 8F: 3 clusters Score -1.9308e+07 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214573 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -19326146.000000 Penalty: 6143.603027
	Iteration 9F: 3 clusters Score -1.932615e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228028 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -19339304.000000 Penalty: 6143.603027
	Iteration 10F: 3 clusters Score -1.93393e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234791 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -19345728.000000 Penalty: 6143.603027
	Iteration 11Q: 3 clusters Score -1.934573e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237328 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -19348146.000000 Penalty: 6143.603027
	Iteration 12Q: 3 clusters Score -1.934815e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238107 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -19348954.000000 Penalty: 6143.603027
	Iteration 13Q: 3 clusters Score -1.934895e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238325 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19349214.000000 Penalty: 6143.603027
	Iteration 14Q: 3 clusters Score -1.934921e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238429 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19349380.000000 Penalty: 6143.603027
	Iteration 15Q: 3 clusters Score -1.934938e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238487 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19349428.000000 Penalty: 6143.603027
	Iteration 16Q: 3 clusters Score -1.934943e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238525 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19349476.000000 Penalty: 6143.603027
	Iteration 17Q: 3 clusters Score -1.934948e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238556 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19349510.000000 Penalty: 6143.603027
	Iteration 18Q: 3 clusters Score -1.934951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238575 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19349562.000000 Penalty: 6143.603027
	Iteration 19Q: 3 clusters Score -1.934956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238594 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19349582.000000 Penalty: 6143.603027
	Iteration 20F: 3 clusters Score -1.934958e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238608 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19349612.000000 Penalty: 6143.603027
	Iteration 21Q: 3 clusters Score -1.934961e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238613 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19349634.000000 Penalty: 6143.603027
	Iteration 22Q: 3 clusters Score -1.934963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238616 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19349646.000000 Penalty: 6143.603027
	Iteration 23Q: 3 clusters Score -1.934965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238617 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19349670.000000 Penalty: 6143.603027
	Iteration 24Q: 3 clusters Score -1.934967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238626 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19349664.000000 Penalty: 6143.603027
	Iteration 25Q: 3 clusters Score -1.934966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238633 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19349682.000000 Penalty: 6143.603027
	Iteration 26Q: 3 clusters Score -1.934968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238640 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19349692.000000 Penalty: 6143.603027
	Iteration 27Q: 3 clusters Score -1.934969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238646 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -19349698.000000 Penalty: 6143.603027
	Iteration 28Q: 3 clusters Score -1.93497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19349698.000000 Penalty: 6143.603027
	Iteration 29Q: 3 clusters Score -1.93497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238645 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19349704.000000 Penalty: 6143.603027
	Iteration 30Q: 3 clusters Score -1.93497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238647 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -19349684.000000 Penalty: 6143.603027
	Iteration 31Q: 3 clusters Score -1.934968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238648 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -19349692.000000 Penalty: 6143.603027
	Iteration 32Q: 3 clusters Score -1.934969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238649 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -19349688.000000 Penalty: 6143.603027
	Iteration 33Q: 3 clusters Score -1.934969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238650 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19349694.000000 Penalty: 6143.603027
	Iteration 34Q: 3 clusters Score -1.934969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238650 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -19349694.000000 Penalty: 6143.603027
	Iteration 35F: 3 clusters Score -1.934969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Entering Unmasked Estep 
Score: -2274541.750000 Penalty: 2567.322754
	Iteration 0F: 2 clusters Score -2274542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2253097.500000 Penalty: 5134.645508
	Iteration 0F: 3 clusters Score -2253098 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2260654.750000 Penalty: 5134.645508
	Iteration 1F: 3 clusters Score -2260655 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2261209.500000 Penalty: 5134.645508
	Iteration 2Q: 3 clusters Score -2261210 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2261769.750000 Penalty: 5134.645508
	Iteration 3Q: 3 clusters Score -2261770 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2262526.250000 Penalty: 5134.645508
	Iteration 4Q: 3 clusters Score -2262526 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2263566.750000 Penalty: 5134.645508
	Iteration 5F: 3 clusters Score -2263567 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2265066.500000 Penalty: 5134.645508
	Iteration 6F: 3 clusters Score -2265066 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2266953.750000 Penalty: 5134.645508
	Iteration 7F: 3 clusters Score -2266954 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2268839.000000 Penalty: 5134.645508
	Iteration 8F: 3 clusters Score -2268839 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2270320.750000 Penalty: 5134.645508
	Iteration 9F: 3 clusters Score -2270321 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2271256.500000 Penalty: 5134.645508
	Iteration 10Q: 3 clusters Score -2271256 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2271793.750000 Penalty: 5134.645508
	Iteration 11Q: 3 clusters Score -2271794 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2272117.000000 Penalty: 5134.645508
	Iteration 12Q: 3 clusters Score -2272117 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2272323.500000 Penalty: 5134.645508
	Iteration 13Q: 3 clusters Score -2272324 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2272474.250000 Penalty: 5134.645508
	Iteration 14Q: 3 clusters Score -2272474 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2272587.250000 Penalty: 5134.645508
	Iteration 15Q: 3 clusters Score -2272587 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2272711.000000 Penalty: 5134.645508
	Iteration 16Q: 3 clusters Score -2272711 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2272790.500000 Penalty: 5134.645508
	Iteration 17Q: 3 clusters Score -2272790 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2272885.250000 Penalty: 5134.645508
	Iteration 18Q: 3 clusters Score -2272885 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2272972.750000 Penalty: 5134.645508
	Iteration 19Q: 3 clusters Score -2272973 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2273053.250000 Penalty: 5134.645508
	Iteration 20F: 3 clusters Score -2273053 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2273126.000000 Penalty: 5134.645508
	Iteration 21Q: 3 clusters Score -2273126 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2273190.500000 Penalty: 5134.645508
	Iteration 22Q: 3 clusters Score -2273190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2273244.750000 Penalty: 5134.645508
	Iteration 23Q: 3 clusters Score -2273245 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2273336.000000 Penalty: 5134.645508
	Iteration 24Q: 3 clusters Score -2273336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2273435.500000 Penalty: 5134.645508
	Iteration 25Q: 3 clusters Score -2273436 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2273528.000000 Penalty: 5134.645508
	Iteration 26Q: 3 clusters Score -2273528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2273606.500000 Penalty: 5134.645508
	Iteration 27Q: 3 clusters Score -2273606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2273690.000000 Penalty: 5134.645508
	Iteration 28Q: 3 clusters Score -2273690 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2273771.000000 Penalty: 5134.645508
	Iteration 29Q: 3 clusters Score -2273771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2273821.750000 Penalty: 5134.645508
	Iteration 30Q: 3 clusters Score -2273822 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2273856.500000 Penalty: 5134.645508
	Iteration 31Q: 3 clusters Score -2273856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2273879.500000 Penalty: 5134.645508
	Iteration 32Q: 3 clusters Score -2273880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2273892.750000 Penalty: 5134.645508
	Iteration 33Q: 3 clusters Score -2273893 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2273915.500000 Penalty: 5134.645508
	Iteration 34Q: 3 clusters Score -2273916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2273935.500000 Penalty: 5134.645508
	Iteration 35Q: 3 clusters Score -2273936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2273943.500000 Penalty: 5134.645508
	Iteration 36Q: 3 clusters Score -2273944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2273961.000000 Penalty: 5134.645508
	Iteration 37Q: 3 clusters Score -2273961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2273967.500000 Penalty: 5134.645508
	Iteration 38Q: 3 clusters Score -2273968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2273979.500000 Penalty: 5134.645508
	Iteration 39Q: 3 clusters Score -2273980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2273981.000000 Penalty: 5134.645508
	Iteration 40F: 3 clusters Score -2273981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2273988.500000 Penalty: 5134.645508
	Iteration 41Q: 3 clusters Score -2273988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2273987.500000 Penalty: 5134.645508
	Iteration 42Q: 3 clusters Score -2273988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2273990.750000 Penalty: 5134.645508
	Iteration 43Q: 3 clusters Score -2273991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2273997.250000 Penalty: 5134.645508
	Iteration 44Q: 3 clusters Score -2273997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2274002.250000 Penalty: 5134.645508
	Iteration 45Q: 3 clusters Score -2274002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2274003.500000 Penalty: 5134.645508
	Iteration 46Q: 3 clusters Score -2274004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2274010.250000 Penalty: 5134.645508
	Iteration 47Q: 3 clusters Score -2274010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2274011.000000 Penalty: 5134.645508
	Iteration 48Q: 3 clusters Score -2274011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2274011.000000 Penalty: 5134.645508
	Iteration 49Q: 3 clusters Score -2274011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2274014.000000 Penalty: 5134.645508
	Iteration 50Q: 3 clusters Score -2274014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2274016.750000 Penalty: 5134.645508
	Iteration 51Q: 3 clusters Score -2274017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2274011.750000 Penalty: 5134.645508
	Iteration 52Q: 3 clusters Score -2274012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2274014.000000 Penalty: 5134.645508
	Iteration 53Q: 3 clusters Score -2274014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2274009.750000 Penalty: 5134.645508
	Iteration 54Q: 3 clusters Score -2274010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2274010.500000 Penalty: 5134.645508
	Iteration 55Q: 3 clusters Score -2274010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2274014.000000 Penalty: 5134.645508
	Iteration 56Q: 3 clusters Score -2274014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2274014.000000 Penalty: 5134.645508
	Iteration 57Q: 3 clusters Score -2274014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2274012.000000 Penalty: 5134.645508
	Iteration 58Q: 3 clusters Score -2274012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2274014.750000 Penalty: 5134.645508
	Iteration 59Q: 3 clusters Score -2274015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2274015.000000 Penalty: 5134.645508
	Iteration 60F: 3 clusters Score -2274015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2274016.750000 Penalty: 5134.645508
	Iteration 61Q: 3 clusters Score -2274017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2274017.250000 Penalty: 5134.645508
	Iteration 62Q: 3 clusters Score -2274017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2274017.250000 Penalty: 5134.645508
	Iteration 63Q: 3 clusters Score -2274017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2274017.000000 Penalty: 5134.645508
	Iteration 64Q: 3 clusters Score -2274017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2274017.000000 Penalty: 5134.645508
	Iteration 65F: 3 clusters Score -2274017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -652698.750000 Penalty: 2237.954590
	Iteration 0F: 2 clusters Score -652698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -646136.125000 Penalty: 4475.909180
	Iteration 0F: 3 clusters Score -646136.1 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -647991.375000 Penalty: 4475.909180
	Iteration 1F: 3 clusters Score -647991.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -648329.875000 Penalty: 4475.909180
	Iteration 2F: 3 clusters Score -648329.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -648577.312500 Penalty: 4475.909180
	Iteration 3F: 3 clusters Score -648577.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -648792.562500 Penalty: 4475.909180
	Iteration 4Q: 3 clusters Score -648792.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -648988.000000 Penalty: 4475.909180
	Iteration 5Q: 3 clusters Score -648988 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -649178.937500 Penalty: 4475.909180
	Iteration 6Q: 3 clusters Score -649178.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -649365.875000 Penalty: 4475.909180
	Iteration 7Q: 3 clusters Score -649365.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -649533.937500 Penalty: 4475.909180
	Iteration 8Q: 3 clusters Score -649533.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -649701.625000 Penalty: 4475.909180
	Iteration 9Q: 3 clusters Score -649701.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -649879.812500 Penalty: 4475.909180
	Iteration 10Q: 3 clusters Score -649879.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -650026.875000 Penalty: 4475.909180
	Iteration 11Q: 3 clusters Score -650026.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -650166.375000 Penalty: 4475.909180
	Iteration 12Q: 3 clusters Score -650166.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -650285.750000 Penalty: 4475.909180
	Iteration 13Q: 3 clusters Score -650285.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -650362.375000 Penalty: 4475.909180
	Iteration 14Q: 3 clusters Score -650362.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -650420.875000 Penalty: 4475.909180
	Iteration 15Q: 3 clusters Score -650420.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -650465.250000 Penalty: 4475.909180
	Iteration 16Q: 3 clusters Score -650465.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -650502.312500 Penalty: 4475.909180
	Iteration 17Q: 3 clusters Score -650502.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -650529.812500 Penalty: 4475.909180
	Iteration 18Q: 3 clusters Score -650529.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -650554.062500 Penalty: 4475.909180
	Iteration 19Q: 3 clusters Score -650554.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -650567.812500 Penalty: 4475.909180
	Iteration 20F: 3 clusters Score -650567.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -650577.875000 Penalty: 4475.909180
	Iteration 21Q: 3 clusters Score -650577.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -650585.062500 Penalty: 4475.909180
	Iteration 22Q: 3 clusters Score -650585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -650591.250000 Penalty: 4475.909180
	Iteration 23Q: 3 clusters Score -650591.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -650597.562500 Penalty: 4475.909180
	Iteration 24Q: 3 clusters Score -650597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -650598.562500 Penalty: 4475.909180
	Iteration 25Q: 3 clusters Score -650598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -650604.187500 Penalty: 4475.909180
	Iteration 26Q: 3 clusters Score -650604.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -650604.875000 Penalty: 4475.909180
	Iteration 27Q: 3 clusters Score -650604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -650607.125000 Penalty: 4475.909180
	Iteration 28Q: 3 clusters Score -650607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -650608.250000 Penalty: 4475.909180
	Iteration 29Q: 3 clusters Score -650608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -650608.187500 Penalty: 4475.909180
	Iteration 30Q: 3 clusters Score -650608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -650609.062500 Penalty: 4475.909180
	Iteration 31Q: 3 clusters Score -650609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -650608.375000 Penalty: 4475.909180
	Iteration 32Q: 3 clusters Score -650608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -650612.062500 Penalty: 4475.909180
	Iteration 33Q: 3 clusters Score -650612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -650614.062500 Penalty: 4475.909180
	Iteration 34Q: 3 clusters Score -650614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -650613.812500 Penalty: 4475.909180
	Iteration 35Q: 3 clusters Score -650613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -650615.437500 Penalty: 4475.909180
	Iteration 36Q: 3 clusters Score -650615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -650615.187500 Penalty: 4475.909180
	Iteration 37Q: 3 clusters Score -650615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -650614.625000 Penalty: 4475.909180
	Iteration 38Q: 3 clusters Score -650614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -650614.625000 Penalty: 4475.909180
	Iteration 39F: 3 clusters Score -650614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -101928.812500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -101928.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99668.390625 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -99668.39 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -100015.187500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -100015.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -100123.320312 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -100123.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -100181.500000 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -100181.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100216.757812 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -100216.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -100240.460938 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -100240.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -100255.015625 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -100255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -100268.382812 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -100268.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100280.062500 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -100280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -100295.390625 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -100295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -100306.101562 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -100306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100312.937500 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -100312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -100318.843750 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -100318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -100326.062500 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -100326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100337.257812 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -100337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -100345.929688 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -100345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -100353.414062 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -100353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -100360.335938 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -100360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -100367.367188 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -100367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -100370.578125 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -100370.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100372.812500 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -100372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100376.218750 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -100376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100378.273438 Penalty: 3633.927002
	Iteration 22Q: 3 clusters Score -100378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100380.117188 Penalty: 3633.927002
	Iteration 23Q: 3 clusters Score -100380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100380.406250 Penalty: 3633.927002
	Iteration 24Q: 3 clusters Score -100380.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -100380.406250 Penalty: 3633.927002
	Iteration 25F: 3 clusters Score -100380.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Entering Unmasked Estep 
Score: -506923.531250 Penalty: 2171.852295
	Iteration 0F: 2 clusters Score -506923.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -501565.812500 Penalty: 4343.704590
	Iteration 0F: 3 clusters Score -501565.8 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -503080.812500 Penalty: 4343.704590
	Iteration 1F: 3 clusters Score -503080.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -503470.093750 Penalty: 4343.704590
	Iteration 2F: 3 clusters Score -503470.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -503809.062500 Penalty: 4343.704590
	Iteration 3F: 3 clusters Score -503809.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -504159.000000 Penalty: 4343.704590
	Iteration 4F: 3 clusters Score -504159 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -504450.343750 Penalty: 4343.704590
	Iteration 5F: 3 clusters Score -504450.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -504676.687500 Penalty: 4343.704590
	Iteration 6F: 3 clusters Score -504676.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -504864.750000 Penalty: 4343.704590
	Iteration 7Q: 3 clusters Score -504864.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -505018.437500 Penalty: 4343.704590
	Iteration 8Q: 3 clusters Score -505018.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -505115.375000 Penalty: 4343.704590
	Iteration 9Q: 3 clusters Score -505115.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -505190.687500 Penalty: 4343.704590
	Iteration 10Q: 3 clusters Score -505190.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -505253.531250 Penalty: 4343.704590
	Iteration 11Q: 3 clusters Score -505253.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -505305.187500 Penalty: 4343.704590
	Iteration 12Q: 3 clusters Score -505305.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -505347.531250 Penalty: 4343.704590
	Iteration 13Q: 3 clusters Score -505347.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -505379.468750 Penalty: 4343.704590
	Iteration 14Q: 3 clusters Score -505379.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -505410.093750 Penalty: 4343.704590
	Iteration 15Q: 3 clusters Score -505410.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -505434.500000 Penalty: 4343.704590
	Iteration 16Q: 3 clusters Score -505434.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -505451.687500 Penalty: 4343.704590
	Iteration 17Q: 3 clusters Score -505451.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -505466.437500 Penalty: 4343.704590
	Iteration 18Q: 3 clusters Score -505466.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -505477.218750 Penalty: 4343.704590
	Iteration 19Q: 3 clusters Score -505477.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -505485.687500 Penalty: 4343.704590
	Iteration 20F: 3 clusters Score -505485.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -505495.343750 Penalty: 4343.704590
	Iteration 21Q: 3 clusters Score -505495.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -505503.218750 Penalty: 4343.704590
	Iteration 22Q: 3 clusters Score -505503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -505507.375000 Penalty: 4343.704590
	Iteration 23Q: 3 clusters Score -505507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -505506.937500 Penalty: 4343.704590
	Iteration 24Q: 3 clusters Score -505506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -505506.937500 Penalty: 4343.704590
	Iteration 25F: 3 clusters Score -505506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -253249.703125 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -253249.7 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 1630 members 
Entering Unmasked Estep 
Score: -249762.140625 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -249762.1 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -250528.890625 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -250528.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -250738.859375 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -250738.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -250901.312500 Penalty: 4025.298096
	Iteration 3F: 3 clusters Score -250901.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -251050.859375 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -251050.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -251235.890625 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -251235.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -251431.031250 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -251431 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -251646.203125 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -251646.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -251770.500000 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -251770.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -251831.562500 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -251831.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -251882.546875 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -251882.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -251924.093750 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -251924.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -251955.687500 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -251955.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -251989.953125 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -251990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -252025.234375 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -252025.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -252059.687500 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -252059.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -252103.421875 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -252103.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -252140.406250 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -252140.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -252186.593750 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -252186.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -252245.265625 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -252245.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -252309.968750 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -252310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -252372.828125 Penalty: 4025.298096
	Iteration 21Q: 3 clusters Score -252372.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -252426.921875 Penalty: 4025.298096
	Iteration 22Q: 3 clusters Score -252426.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -252485.828125 Penalty: 4025.298096
	Iteration 23Q: 3 clusters Score -252485.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -252546.406250 Penalty: 4025.298096
	Iteration 24Q: 3 clusters Score -252546.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -252606.031250 Penalty: 4025.298096
	Iteration 25Q: 3 clusters Score -252606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -252661.500000 Penalty: 4025.298096
	Iteration 26Q: 3 clusters Score -252661.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -252781.578125 Penalty: 4025.298096
	Iteration 27Q: 3 clusters Score -252781.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -252956.859375 Penalty: 4025.298096
	Iteration 28Q: 3 clusters Score -252956.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -253018.843750 Penalty: 4025.298096
	Iteration 29Q: 3 clusters Score -253018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -253033.593750 Penalty: 4025.298096
	Iteration 30Q: 3 clusters Score -253033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -253037.281250 Penalty: 4025.298096
	Iteration 31Q: 3 clusters Score -253037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -253044.593750 Penalty: 4025.298096
	Iteration 32Q: 3 clusters Score -253044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -253050.796875 Penalty: 4025.298096
	Iteration 33Q: 3 clusters Score -253050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -253054.890625 Penalty: 4025.298096
	Iteration 34Q: 3 clusters Score -253054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -253057.625000 Penalty: 4025.298096
	Iteration 35Q: 3 clusters Score -253057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -253062.546875 Penalty: 4025.298096
	Iteration 36Q: 3 clusters Score -253062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -253070.281250 Penalty: 4025.298096
	Iteration 37Q: 3 clusters Score -253070.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -253075.796875 Penalty: 4025.298096
	Iteration 38Q: 3 clusters Score -253075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -253082.937500 Penalty: 4025.298096
	Iteration 39Q: 3 clusters Score -253082.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -253092.140625 Penalty: 4025.298096
	Iteration 40F: 3 clusters Score -253092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -253097.609375 Penalty: 4025.298096
	Iteration 41Q: 3 clusters Score -253097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -253099.671875 Penalty: 4025.298096
	Iteration 42Q: 3 clusters Score -253099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -253102.218750 Penalty: 4025.298096
	Iteration 43Q: 3 clusters Score -253102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -253103.343750 Penalty: 4025.298096
	Iteration 44Q: 3 clusters Score -253103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -253104.640625 Penalty: 4025.298096
	Iteration 45Q: 3 clusters Score -253104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -253106.281250 Penalty: 4025.298096
	Iteration 46Q: 3 clusters Score -253106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -253106.875000 Penalty: 4025.298096
	Iteration 47Q: 3 clusters Score -253106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -253107.625000 Penalty: 4025.298096
	Iteration 48Q: 3 clusters Score -253107.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -253108.046875 Penalty: 4025.298096
	Iteration 49Q: 3 clusters Score -253108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -253108.890625 Penalty: 4025.298096
	Iteration 50Q: 3 clusters Score -253108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -253108.890625 Penalty: 4025.298096
	Iteration 51F: 3 clusters Score -253108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -141671.656250 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -141671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -139119.796875 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -139119.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -139567.625000 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -139567.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -139698.828125 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -139698.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139765.953125 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -139766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -139806.656250 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -139806.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -139835.000000 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -139835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -139853.640625 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -139853.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139868.156250 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -139868.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -139885.515625 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -139885.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -139900.765625 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -139900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -139912.859375 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -139912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -139924.453125 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -139924.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -139931.125000 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -139931.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -139942.453125 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -139942.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139957.062500 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -139957.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -139982.609375 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -139982.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140005.484375 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -140005.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -140029.593750 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -140029.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -140061.500000 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -140061.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140098.015625 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -140098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -140139.046875 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -140139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140178.437500 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -140178.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -140221.484375 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -140221.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140270.187500 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -140270.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -140303.859375 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -140303.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -140331.484375 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -140331.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -140348.000000 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -140348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -140369.796875 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -140369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -140385.812500 Penalty: 3744.606201
	Iteration 28Q: 3 clusters Score -140385.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -140394.687500 Penalty: 3744.606201
	Iteration 29Q: 3 clusters Score -140394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -140400.734375 Penalty: 3744.606201
	Iteration 30Q: 3 clusters Score -140400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140405.656250 Penalty: 3744.606201
	Iteration 31Q: 3 clusters Score -140405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140408.906250 Penalty: 3744.606201
	Iteration 32Q: 3 clusters Score -140408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -140415.921875 Penalty: 3744.606201
	Iteration 33Q: 3 clusters Score -140415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140420.171875 Penalty: 3744.606201
	Iteration 34Q: 3 clusters Score -140420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -140422.656250 Penalty: 3744.606201
	Iteration 35Q: 3 clusters Score -140422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -140425.046875 Penalty: 3744.606201
	Iteration 36Q: 3 clusters Score -140425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -140425.046875 Penalty: 3744.606201
	Iteration 37F: 3 clusters Score -140425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -85056.734375 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -85056.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83012.804688 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -83012.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -83317.085938 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -83317.09 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -83434.148438 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -83434.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -83509.304688 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -83509.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83560.125000 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -83560.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83604.195312 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -83604.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -83648.992188 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -83648.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83679.679688 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -83679.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83699.703125 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -83699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83705.531250 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -83705.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83712.437500 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -83712.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83718.640625 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -83718.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83722.718750 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -83722.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83727.960938 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -83727.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83730.000000 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -83730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -83732.218750 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -83732.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83734.218750 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -83734.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83736.539062 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -83736.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83736.539062 Penalty: 3495.999756
	Iteration 18F: 3 clusters Score -83736.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Entering Unmasked Estep 
Score: -1664271.125000 Penalty: 2457.018066
	Iteration 0F: 2 clusters Score -1664271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1650121.500000 Penalty: 4914.036133
	Iteration 0F: 3 clusters Score -1650122 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1654803.875000 Penalty: 4914.036133
	Iteration 1F: 3 clusters Score -1654804 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1655156.000000 Penalty: 4914.036133
	Iteration 2F: 3 clusters Score -1655156 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1655413.625000 Penalty: 4914.036133
	Iteration 3Q: 3 clusters Score -1655414 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1655610.625000 Penalty: 4914.036133
	Iteration 4Q: 3 clusters Score -1655611 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1655781.125000 Penalty: 4914.036133
	Iteration 5Q: 3 clusters Score -1655781 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1655932.125000 Penalty: 4914.036133
	Iteration 6Q: 3 clusters Score -1655932 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1656084.750000 Penalty: 4914.036133
	Iteration 7Q: 3 clusters Score -1656085 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1656233.250000 Penalty: 4914.036133
	Iteration 8Q: 3 clusters Score -1656233 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1656397.750000 Penalty: 4914.036133
	Iteration 9Q: 3 clusters Score -1656398 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1656598.500000 Penalty: 4914.036133
	Iteration 10Q: 3 clusters Score -1656598 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1656829.250000 Penalty: 4914.036133
	Iteration 11Q: 3 clusters Score -1656829 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1657155.875000 Penalty: 4914.036133
	Iteration 12Q: 3 clusters Score -1657156 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1657559.125000 Penalty: 4914.036133
	Iteration 13Q: 3 clusters Score -1657559 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1658095.125000 Penalty: 4914.036133
	Iteration 14Q: 3 clusters Score -1658095 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1658756.125000 Penalty: 4914.036133
	Iteration 15Q: 3 clusters Score -1658756 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1659489.125000 Penalty: 4914.036133
	Iteration 16Q: 3 clusters Score -1659489 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1660066.625000 Penalty: 4914.036133
	Iteration 17Q: 3 clusters Score -1660067 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1660363.625000 Penalty: 4914.036133
	Iteration 18Q: 3 clusters Score -1660364 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1660500.375000 Penalty: 4914.036133
	Iteration 19Q: 3 clusters Score -1660500 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1660577.625000 Penalty: 4914.036133
	Iteration 20F: 3 clusters Score -1660578 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1660639.875000 Penalty: 4914.036133
	Iteration 21Q: 3 clusters Score -1660640 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1660697.375000 Penalty: 4914.036133
	Iteration 22Q: 3 clusters Score -1660697 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1660755.625000 Penalty: 4914.036133
	Iteration 23Q: 3 clusters Score -1660756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1660795.875000 Penalty: 4914.036133
	Iteration 24Q: 3 clusters Score -1660796 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1660842.750000 Penalty: 4914.036133
	Iteration 25Q: 3 clusters Score -1660843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1660881.500000 Penalty: 4914.036133
	Iteration 26Q: 3 clusters Score -1660882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1660932.625000 Penalty: 4914.036133
	Iteration 27Q: 3 clusters Score -1660933 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1660963.750000 Penalty: 4914.036133
	Iteration 28Q: 3 clusters Score -1660964 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1661000.750000 Penalty: 4914.036133
	Iteration 29Q: 3 clusters Score -1661001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1661032.750000 Penalty: 4914.036133
	Iteration 30Q: 3 clusters Score -1661033 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1661071.250000 Penalty: 4914.036133
	Iteration 31Q: 3 clusters Score -1661071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1661127.625000 Penalty: 4914.036133
	Iteration 32Q: 3 clusters Score -1661128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1661172.750000 Penalty: 4914.036133
	Iteration 33Q: 3 clusters Score -1661173 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1661218.250000 Penalty: 4914.036133
	Iteration 34Q: 3 clusters Score -1661218 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1661271.000000 Penalty: 4914.036133
	Iteration 35Q: 3 clusters Score -1661271 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1661319.000000 Penalty: 4914.036133
	Iteration 36Q: 3 clusters Score -1661319 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1661370.125000 Penalty: 4914.036133
	Iteration 37Q: 3 clusters Score -1661370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1661419.000000 Penalty: 4914.036133
	Iteration 38Q: 3 clusters Score -1661419 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1661461.250000 Penalty: 4914.036133
	Iteration 39Q: 3 clusters Score -1661461 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1661492.250000 Penalty: 4914.036133
	Iteration 40F: 3 clusters Score -1661492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1661533.250000 Penalty: 4914.036133
	Iteration 41Q: 3 clusters Score -1661533 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1661579.375000 Penalty: 4914.036133
	Iteration 42Q: 3 clusters Score -1661579 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1661621.375000 Penalty: 4914.036133
	Iteration 43Q: 3 clusters Score -1661621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1661665.875000 Penalty: 4914.036133
	Iteration 44Q: 3 clusters Score -1661666 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -1661693.375000 Penalty: 4914.036133
	Iteration 45Q: 3 clusters Score -1661693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1661730.750000 Penalty: 4914.036133
	Iteration 46Q: 3 clusters Score -1661731 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1661755.500000 Penalty: 4914.036133
	Iteration 47Q: 3 clusters Score -1661756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -1661784.625000 Penalty: 4914.036133
	Iteration 48Q: 3 clusters Score -1661785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1661806.125000 Penalty: 4914.036133
	Iteration 49Q: 3 clusters Score -1661806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1661822.000000 Penalty: 4914.036133
	Iteration 50Q: 3 clusters Score -1661822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1661840.000000 Penalty: 4914.036133
	Iteration 51Q: 3 clusters Score -1661840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1661858.375000 Penalty: 4914.036133
	Iteration 52Q: 3 clusters Score -1661858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1661877.000000 Penalty: 4914.036133
	Iteration 53Q: 3 clusters Score -1661877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -1661893.375000 Penalty: 4914.036133
	Iteration 54Q: 3 clusters Score -1661893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1661906.875000 Penalty: 4914.036133
	Iteration 55Q: 3 clusters Score -1661907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1661921.125000 Penalty: 4914.036133
	Iteration 56Q: 3 clusters Score -1661921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1661948.375000 Penalty: 4914.036133
	Iteration 57Q: 3 clusters Score -1661948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1661979.375000 Penalty: 4914.036133
	Iteration 58Q: 3 clusters Score -1661979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1662008.250000 Penalty: 4914.036133
	Iteration 59Q: 3 clusters Score -1662008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1662033.750000 Penalty: 4914.036133
	Iteration 60F: 3 clusters Score -1662034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1662051.125000 Penalty: 4914.036133
	Iteration 61Q: 3 clusters Score -1662051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1662067.750000 Penalty: 4914.036133
	Iteration 62Q: 3 clusters Score -1662068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1662091.375000 Penalty: 4914.036133
	Iteration 63Q: 3 clusters Score -1662091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -1662121.125000 Penalty: 4914.036133
	Iteration 64Q: 3 clusters Score -1662121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1662145.500000 Penalty: 4914.036133
	Iteration 65Q: 3 clusters Score -1662146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1662153.000000 Penalty: 4914.036133
	Iteration 66Q: 3 clusters Score -1662153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1662162.500000 Penalty: 4914.036133
	Iteration 67Q: 3 clusters Score -1662162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1662165.750000 Penalty: 4914.036133
	Iteration 68Q: 3 clusters Score -1662166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1662166.000000 Penalty: 4914.036133
	Iteration 69Q: 3 clusters Score -1662166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1662174.375000 Penalty: 4914.036133
	Iteration 70Q: 3 clusters Score -1662174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1662179.500000 Penalty: 4914.036133
	Iteration 71Q: 3 clusters Score -1662180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1662183.500000 Penalty: 4914.036133
	Iteration 72Q: 3 clusters Score -1662184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1662186.250000 Penalty: 4914.036133
	Iteration 73Q: 3 clusters Score -1662186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1662187.250000 Penalty: 4914.036133
	Iteration 74Q: 3 clusters Score -1662187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1662187.750000 Penalty: 4914.036133
	Iteration 75Q: 3 clusters Score -1662188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1662188.625000 Penalty: 4914.036133
	Iteration 76Q: 3 clusters Score -1662189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1662187.500000 Penalty: 4914.036133
	Iteration 77Q: 3 clusters Score -1662188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1662191.250000 Penalty: 4914.036133
	Iteration 78Q: 3 clusters Score -1662191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1662197.375000 Penalty: 4914.036133
	Iteration 79Q: 3 clusters Score -1662197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1662198.375000 Penalty: 4914.036133
	Iteration 80F: 3 clusters Score -1662198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1662206.375000 Penalty: 4914.036133
	Iteration 81Q: 3 clusters Score -1662206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1662212.750000 Penalty: 4914.036133
	Iteration 82Q: 3 clusters Score -1662213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1662216.250000 Penalty: 4914.036133
	Iteration 83Q: 3 clusters Score -1662216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -1662220.250000 Penalty: 4914.036133
	Iteration 84Q: 3 clusters Score -1662220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1662219.750000 Penalty: 4914.036133
	Iteration 85Q: 3 clusters Score -1662220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1662230.000000 Penalty: 4914.036133
	Iteration 86Q: 3 clusters Score -1662230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -1662228.250000 Penalty: 4914.036133
	Iteration 87Q: 3 clusters Score -1662228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1662230.625000 Penalty: 4914.036133
	Iteration 88Q: 3 clusters Score -1662231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -1662231.375000 Penalty: 4914.036133
	Iteration 89Q: 3 clusters Score -1662231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1662232.125000 Penalty: 4914.036133
	Iteration 90Q: 3 clusters Score -1662232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1662232.500000 Penalty: 4914.036133
	Iteration 91Q: 3 clusters Score -1662232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1662234.000000 Penalty: 4914.036133
	Iteration 92Q: 3 clusters Score -1662234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1662235.750000 Penalty: 4914.036133
	Iteration 93Q: 3 clusters Score -1662236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1662237.250000 Penalty: 4914.036133
	Iteration 94Q: 3 clusters Score -1662237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1662236.250000 Penalty: 4914.036133
	Iteration 95Q: 3 clusters Score -1662236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1662243.000000 Penalty: 4914.036133
	Iteration 96Q: 3 clusters Score -1662243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -1662244.750000 Penalty: 4914.036133
	Iteration 97Q: 3 clusters Score -1662245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1662240.625000 Penalty: 4914.036133
	Iteration 98Q: 3 clusters Score -1662241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1662243.875000 Penalty: 4914.036133
	Iteration 99Q: 3 clusters Score -1662244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -1662246.000000 Penalty: 4914.036133
	Iteration 100F: 3 clusters Score -1662246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -1662247.500000 Penalty: 4914.036133
	Iteration 101Q: 3 clusters Score -1662248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1662246.250000 Penalty: 4914.036133
	Iteration 102Q: 3 clusters Score -1662246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -1662245.500000 Penalty: 4914.036133
	Iteration 103Q: 3 clusters Score -1662246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1662249.875000 Penalty: 4914.036133
	Iteration 104Q: 3 clusters Score -1662250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1662251.875000 Penalty: 4914.036133
	Iteration 105Q: 3 clusters Score -1662252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1662254.750000 Penalty: 4914.036133
	Iteration 106Q: 3 clusters Score -1662255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1662256.000000 Penalty: 4914.036133
	Iteration 107Q: 3 clusters Score -1662256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1662260.750000 Penalty: 4914.036133
	Iteration 108Q: 3 clusters Score -1662261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1662258.375000 Penalty: 4914.036133
	Iteration 109Q: 3 clusters Score -1662258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1662258.375000 Penalty: 4914.036133
	Iteration 110F: 3 clusters Score -1662258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (162868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Entering Unmasked Estep 
Score: -13269778.000000 Penalty: 2976.172363
	Iteration 0F: 2 clusters Score -1.326978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -13161000.000000 Penalty: 5952.344727
	Iteration 0F: 3 clusters Score -1.3161e+07 nChanged 77859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -13206022.000000 Penalty: 5952.344727
	Iteration 1F: 3 clusters Score -1.320602e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -13207162.000000 Penalty: 5952.344727
	Iteration 2Q: 3 clusters Score -1.320716e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -13208721.000000 Penalty: 5952.344727
	Iteration 3Q: 3 clusters Score -1.320872e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -13210939.000000 Penalty: 5952.344727
	Iteration 4Q: 3 clusters Score -1.321094e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -13214280.000000 Penalty: 5952.344727
	Iteration 5Q: 3 clusters Score -1.321428e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -13219451.000000 Penalty: 5952.344727
	Iteration 6F: 3 clusters Score -1.321945e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -13227166.000000 Penalty: 5952.344727
	Iteration 7F: 3 clusters Score -1.322717e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -13236891.000000 Penalty: 5952.344727
	Iteration 8F: 3 clusters Score -1.323689e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 104489 members 
Entering Unmasked Estep 
Score: -13244545.000000 Penalty: 5952.344727
	Iteration 9F: 3 clusters Score -1.324454e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -13247986.000000 Penalty: 5952.344727
	Iteration 10Q: 3 clusters Score -1.324799e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 109401 members 
Entering Unmasked Estep 
Score: -13249601.000000 Penalty: 5952.344727
	Iteration 11Q: 3 clusters Score -1.32496e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -13250847.000000 Penalty: 5952.344727
	Iteration 12Q: 3 clusters Score -1.325085e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -13252016.000000 Penalty: 5952.344727
	Iteration 13Q: 3 clusters Score -1.325202e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 116189 members 
Entering Unmasked Estep 
Score: -13253106.000000 Penalty: 5952.344727
	Iteration 14Q: 3 clusters Score -1.325311e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -13254151.000000 Penalty: 5952.344727
	Iteration 15Q: 3 clusters Score -1.325415e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 120530 members 
Entering Unmasked Estep 
Score: -13254990.000000 Penalty: 5952.344727
	Iteration 16Q: 3 clusters Score -1.325499e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -13255797.000000 Penalty: 5952.344727
	Iteration 17Q: 3 clusters Score -1.32558e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 124467 members 
Entering Unmasked Estep 
Score: -13256478.000000 Penalty: 5952.344727
	Iteration 18Q: 3 clusters Score -1.325648e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 126335 members 
Entering Unmasked Estep 
Score: -13256993.000000 Penalty: 5952.344727
	Iteration 19Q: 3 clusters Score -1.325699e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -13257589.000000 Penalty: 5952.344727
	Iteration 20F: 3 clusters Score -1.325759e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 129894 members 
Entering Unmasked Estep 
Score: -13258178.000000 Penalty: 5952.344727
	Iteration 21Q: 3 clusters Score -1.325818e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 131559 members 
Entering Unmasked Estep 
Score: -13258573.000000 Penalty: 5952.344727
	Iteration 22Q: 3 clusters Score -1.325857e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -13259038.000000 Penalty: 5952.344727
	Iteration 23Q: 3 clusters Score -1.325904e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 134831 members 
Entering Unmasked Estep 
Score: -13259500.000000 Penalty: 5952.344727
	Iteration 24Q: 3 clusters Score -1.32595e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -13259870.000000 Penalty: 5952.344727
	Iteration 25Q: 3 clusters Score -1.325987e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 138064 members 
Entering Unmasked Estep 
Score: -13260276.000000 Penalty: 5952.344727
	Iteration 26Q: 3 clusters Score -1.326028e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 139660 members 
Entering Unmasked Estep 
Score: -13260755.000000 Penalty: 5952.344727
	Iteration 27Q: 3 clusters Score -1.326076e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -13261219.000000 Penalty: 5952.344727
	Iteration 28Q: 3 clusters Score -1.326122e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 142749 members 
Entering Unmasked Estep 
Score: -13261708.000000 Penalty: 5952.344727
	Iteration 29Q: 3 clusters Score -1.326171e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -13262075.000000 Penalty: 5952.344727
	Iteration 30Q: 3 clusters Score -1.326208e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 145519 members 
Entering Unmasked Estep 
Score: -13262451.000000 Penalty: 5952.344727
	Iteration 31Q: 3 clusters Score -1.326245e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 146825 members 
Entering Unmasked Estep 
Score: -13262847.000000 Penalty: 5952.344727
	Iteration 32Q: 3 clusters Score -1.326285e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -13263271.000000 Penalty: 5952.344727
	Iteration 33Q: 3 clusters Score -1.326327e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -13263694.000000 Penalty: 5952.344727
	Iteration 34Q: 3 clusters Score -1.326369e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 150361 members 
Entering Unmasked Estep 
Score: -13264010.000000 Penalty: 5952.344727
	Iteration 35Q: 3 clusters Score -1.326401e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -13264371.000000 Penalty: 5952.344727
	Iteration 36Q: 3 clusters Score -1.326437e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 152396 members 
Entering Unmasked Estep 
Score: -13264684.000000 Penalty: 5952.344727
	Iteration 37Q: 3 clusters Score -1.326468e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -13265039.000000 Penalty: 5952.344727
	Iteration 38Q: 3 clusters Score -1.326504e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -13265363.000000 Penalty: 5952.344727
	Iteration 39Q: 3 clusters Score -1.326536e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -13265636.000000 Penalty: 5952.344727
	Iteration 40F: 3 clusters Score -1.326564e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 155795 members 
Entering Unmasked Estep 
Score: -13265834.000000 Penalty: 5952.344727
	Iteration 41Q: 3 clusters Score -1.326583e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -13266069.000000 Penalty: 5952.344727
	Iteration 42Q: 3 clusters Score -1.326607e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -13266228.000000 Penalty: 5952.344727
	Iteration 43Q: 3 clusters Score -1.326623e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 157404 members 
Entering Unmasked Estep 
Score: -13266354.000000 Penalty: 5952.344727
	Iteration 44Q: 3 clusters Score -1.326635e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -13266471.000000 Penalty: 5952.344727
	Iteration 45Q: 3 clusters Score -1.326647e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -13266599.000000 Penalty: 5952.344727
	Iteration 46Q: 3 clusters Score -1.32666e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -13266687.000000 Penalty: 5952.344727
	Iteration 47Q: 3 clusters Score -1.326669e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 158816 members 
Entering Unmasked Estep 
Score: -13266761.000000 Penalty: 5952.344727
	Iteration 48Q: 3 clusters Score -1.326676e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -13266788.000000 Penalty: 5952.344727
	Iteration 49Q: 3 clusters Score -1.326679e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -13266898.000000 Penalty: 5952.344727
	Iteration 50Q: 3 clusters Score -1.32669e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 159573 members 
Entering Unmasked Estep 
Score: -13266935.000000 Penalty: 5952.344727
	Iteration 51Q: 3 clusters Score -1.326694e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -13267021.000000 Penalty: 5952.344727
	Iteration 52Q: 3 clusters Score -1.326702e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 160011 members 
Entering Unmasked Estep 
Score: -13267045.000000 Penalty: 5952.344727
	Iteration 53Q: 3 clusters Score -1.326704e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -13267123.000000 Penalty: 5952.344727
	Iteration 54Q: 3 clusters Score -1.326712e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 160333 members 
Entering Unmasked Estep 
Score: -13267158.000000 Penalty: 5952.344727
	Iteration 55Q: 3 clusters Score -1.326716e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 160472 members 
Entering Unmasked Estep 
Score: -13267193.000000 Penalty: 5952.344727
	Iteration 56Q: 3 clusters Score -1.326719e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -13267229.000000 Penalty: 5952.344727
	Iteration 57Q: 3 clusters Score -1.326723e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 160682 members 
Entering Unmasked Estep 
Score: -13267239.000000 Penalty: 5952.344727
	Iteration 58Q: 3 clusters Score -1.326724e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 160774 members 
Entering Unmasked Estep 
Score: -13267286.000000 Penalty: 5952.344727
	Iteration 59Q: 3 clusters Score -1.326729e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -13267292.000000 Penalty: 5952.344727
	Iteration 60F: 3 clusters Score -1.326729e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 160918 members 
Entering Unmasked Estep 
Score: -13267339.000000 Penalty: 5952.344727
	Iteration 61Q: 3 clusters Score -1.326734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -13267329.000000 Penalty: 5952.344727
	Iteration 62Q: 3 clusters Score -1.326733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -13267331.000000 Penalty: 5952.344727
	Iteration 63Q: 3 clusters Score -1.326733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 161070 members 
Entering Unmasked Estep 
Score: -13267335.000000 Penalty: 5952.344727
	Iteration 64Q: 3 clusters Score -1.326734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 161104 members 
Entering Unmasked Estep 
Score: -13267342.000000 Penalty: 5952.344727
	Iteration 65Q: 3 clusters Score -1.326734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -13267361.000000 Penalty: 5952.344727
	Iteration 66Q: 3 clusters Score -1.326736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 161151 members 
Entering Unmasked Estep 
Score: -13267354.000000 Penalty: 5952.344727
	Iteration 67Q: 3 clusters Score -1.326735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 161172 members 
Entering Unmasked Estep 
Score: -13267361.000000 Penalty: 5952.344727
	Iteration 68Q: 3 clusters Score -1.326736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 161190 members 
Entering Unmasked Estep 
Score: -13267378.000000 Penalty: 5952.344727
	Iteration 69Q: 3 clusters Score -1.326738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -13267396.000000 Penalty: 5952.344727
	Iteration 70Q: 3 clusters Score -1.32674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 161229 members 
Entering Unmasked Estep 
Score: -13267394.000000 Penalty: 5952.344727
	Iteration 71Q: 3 clusters Score -1.326739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 161242 members 
Entering Unmasked Estep 
Score: -13267398.000000 Penalty: 5952.344727
	Iteration 72Q: 3 clusters Score -1.32674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -13267400.000000 Penalty: 5952.344727
	Iteration 73Q: 3 clusters Score -1.32674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
Score: -13267390.000000 Penalty: 5952.344727
	Iteration 74Q: 3 clusters Score -1.326739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -13267401.000000 Penalty: 5952.344727
	Iteration 75Q: 3 clusters Score -1.32674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -13267395.000000 Penalty: 5952.344727
	Iteration 76Q: 3 clusters Score -1.32674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 161276 members 
Entering Unmasked Estep 
Score: -13267392.000000 Penalty: 5952.344727
	Iteration 77Q: 3 clusters Score -1.326739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -13267390.000000 Penalty: 5952.344727
	Iteration 78Q: 3 clusters Score -1.326739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -13267401.000000 Penalty: 5952.344727
	Iteration 79Q: 3 clusters Score -1.32674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -13267404.000000 Penalty: 5952.344727
	Iteration 80F: 3 clusters Score -1.32674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 161298 members 
Entering Unmasked Estep 
Score: -13267416.000000 Penalty: 5952.344727
	Iteration 81Q: 3 clusters Score -1.326742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -13267425.000000 Penalty: 5952.344727
	Iteration 82Q: 3 clusters Score -1.326742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -13267418.000000 Penalty: 5952.344727
	Iteration 83Q: 3 clusters Score -1.326742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -13267421.000000 Penalty: 5952.344727
	Iteration 84Q: 3 clusters Score -1.326742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 161323 members 
Entering Unmasked Estep 
Score: -13267422.000000 Penalty: 5952.344727
	Iteration 85Q: 3 clusters Score -1.326742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -13267410.000000 Penalty: 5952.344727
	Iteration 86Q: 3 clusters Score -1.326741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -13267415.000000 Penalty: 5952.344727
	Iteration 87Q: 3 clusters Score -1.326742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 161344 members 
Entering Unmasked Estep 
Score: -13267415.000000 Penalty: 5952.344727
	Iteration 88Q: 3 clusters Score -1.326742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -13267416.000000 Penalty: 5952.344727
	Iteration 89Q: 3 clusters Score -1.326742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -13267426.000000 Penalty: 5952.344727
	Iteration 90Q: 3 clusters Score -1.326743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -13267421.000000 Penalty: 5952.344727
	Iteration 91Q: 3 clusters Score -1.326742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -13267422.000000 Penalty: 5952.344727
	Iteration 92Q: 3 clusters Score -1.326742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 161383 members 
Entering Unmasked Estep 
Score: -13267449.000000 Penalty: 5952.344727
	Iteration 93Q: 3 clusters Score -1.326745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -13267437.000000 Penalty: 5952.344727
	Iteration 94Q: 3 clusters Score -1.326744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 161397 members 
Entering Unmasked Estep 
Score: -13267442.000000 Penalty: 5952.344727
	Iteration 95Q: 3 clusters Score -1.326744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -13267447.000000 Penalty: 5952.344727
	Iteration 96Q: 3 clusters Score -1.326745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 161402 members 
Entering Unmasked Estep 
Score: -13267450.000000 Penalty: 5952.344727
	Iteration 97Q: 3 clusters Score -1.326745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -13267455.000000 Penalty: 5952.344727
	Iteration 98Q: 3 clusters Score -1.326746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 161415 members 
Entering Unmasked Estep 
Score: -13267447.000000 Penalty: 5952.344727
	Iteration 99Q: 3 clusters Score -1.326745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -13267435.000000 Penalty: 5952.344727
	Iteration 100F: 3 clusters Score -1.326744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -13267449.000000 Penalty: 5952.344727
	Iteration 101Q: 3 clusters Score -1.326745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -13267448.000000 Penalty: 5952.344727
	Iteration 102Q: 3 clusters Score -1.326745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -13267453.000000 Penalty: 5952.344727
	Iteration 103Q: 3 clusters Score -1.326745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -13267451.000000 Penalty: 5952.344727
	Iteration 104Q: 3 clusters Score -1.326745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -13267448.000000 Penalty: 5952.344727
	Iteration 105Q: 3 clusters Score -1.326745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -13267448.000000 Penalty: 5952.344727
	Iteration 106Q: 3 clusters Score -1.326745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -13267444.000000 Penalty: 5952.344727
	Iteration 107Q: 3 clusters Score -1.326744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -13267447.000000 Penalty: 5952.344727
	Iteration 108Q: 3 clusters Score -1.326745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 161444 members 
Entering Unmasked Estep 
Score: -13267444.000000 Penalty: 5952.344727
	Iteration 109Q: 3 clusters Score -1.326744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 161445 members 
Entering Unmasked Estep 
Score: -13267450.000000 Penalty: 5952.344727
	Iteration 110Q: 3 clusters Score -1.326745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 161445 members 
Entering Unmasked Estep 
Score: -13267450.000000 Penalty: 5952.344727
	Iteration 111F: 3 clusters Score -1.326745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -266475.625000 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -266475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -262981.218750 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -262981.2 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -263694.250000 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -263694.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -263903.156250 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -263903.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -264051.343750 Penalty: 4036.438232
	Iteration 3F: 3 clusters Score -264051.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -264183.531250 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -264183.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -264333.937500 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -264333.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -264481.312500 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -264481.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -264607.718750 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -264607.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -264722.781250 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -264722.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -264801.906250 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -264801.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -264865.437500 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -264865.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -264915.031250 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -264915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -264948.656250 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -264948.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -264968.187500 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -264968.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -264984.937500 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -264984.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -264999.375000 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -264999.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -265011.843750 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -265011.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -265020.343750 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -265020.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -265028.656250 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -265028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -265035.937500 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -265035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -265040.250000 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -265040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -265044.000000 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -265044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -265050.000000 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -265050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -265055.968750 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -265056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -265060.937500 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -265060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -265061.218750 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -265061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -265061.468750 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -265061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -265062.656250 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -265062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -265063.625000 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -265063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -265066.437500 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -265066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -265071.625000 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -265071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -265072.562500 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -265072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -265072.562500 Penalty: 4036.438232
	Iteration 32F: 3 clusters Score -265072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -48543.867188 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -48543.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -46730.269531 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -46730.27 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46974.289062 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -46974.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47057.804688 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -47057.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47091.257812 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -47091.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47110.562500 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -47110.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47124.101562 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -47124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47133.304688 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -47133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47145.222656 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -47145.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47152.265625 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -47152.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -47159.804688 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -47159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47161.082031 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -47161.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47161.082031 Penalty: 3327.814941
	Iteration 11F: 3 clusters Score -47161.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20271 members 
Mstep: Class 6 contains 10297 members 
Mstep: Class 7 contains 35710 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 18479 members 
Mstep: Class 10 contains 854884 members 
Mstep: Class 11 contains 53279 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98410 members 
Mstep: Class 14 contains 19131 members 
Mstep: Class 15 contains 20302 members 
Mstep: Class 16 contains 31466 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 33373 members 
Mstep: Class 19 contains 8679 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16589 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 239497 members 
Mstep: Class 25 contains 31323 members 
Mstep: Class 26 contains 8300 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 162868 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142794192.000000 Penalty: 128699.546875
Iteration 119Q: 37 clusters Score -1.427942e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20270 members 
Mstep: Class 6 contains 10292 members 
Mstep: Class 7 contains 35893 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 18489 members 
Mstep: Class 10 contains 855181 members 
Mstep: Class 11 contains 53071 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98584 members 
Mstep: Class 14 contains 19144 members 
Mstep: Class 15 contains 20304 members 
Mstep: Class 16 contains 31648 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 33371 members 
Mstep: Class 19 contains 8675 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16570 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 241261 members 
Mstep: Class 25 contains 31313 members 
Mstep: Class 26 contains 8315 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20241 members 
Mstep: Class 33 contains 163091 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 30852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142797600.000000 Penalty: 128699.546875
Iteration 120F: 37 clusters Score -1.427976e+08 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20265 members 
Mstep: Class 6 contains 10288 members 
Mstep: Class 7 contains 35925 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 18445 members 
Mstep: Class 10 contains 854829 members 
Mstep: Class 11 contains 52856 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98570 members 
Mstep: Class 14 contains 19161 members 
Mstep: Class 15 contains 20301 members 
Mstep: Class 16 contains 31677 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 33330 members 
Mstep: Class 19 contains 8670 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16545 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4643 members 
Mstep: Class 24 contains 241995 members 
Mstep: Class 25 contains 31322 members 
Mstep: Class 26 contains 8317 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20276 members 
Mstep: Class 33 contains 163086 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 30719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799008.000000 Penalty: 128699.546875
Iteration 121Q: 37 clusters Score -1.42799e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20262 members 
Mstep: Class 6 contains 10284 members 
Mstep: Class 7 contains 35952 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18411 members 
Mstep: Class 10 contains 854480 members 
Mstep: Class 11 contains 52702 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98596 members 
Mstep: Class 14 contains 19180 members 
Mstep: Class 15 contains 20301 members 
Mstep: Class 16 contains 31715 members 
Mstep: Class 17 contains 4252 members 
Mstep: Class 18 contains 33250 members 
Mstep: Class 19 contains 8664 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16523 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4649 members 
Mstep: Class 24 contains 242775 members 
Mstep: Class 25 contains 31325 members 
Mstep: Class 26 contains 8320 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20322 members 
Mstep: Class 33 contains 163101 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 30441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799616.000000 Penalty: 128699.546875
Iteration 122Q: 37 clusters Score -1.427996e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20260 members 
Mstep: Class 6 contains 10281 members 
Mstep: Class 7 contains 35982 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 18387 members 
Mstep: Class 10 contains 854175 members 
Mstep: Class 11 contains 52577 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98602 members 
Mstep: Class 14 contains 19210 members 
Mstep: Class 15 contains 20300 members 
Mstep: Class 16 contains 31733 members 
Mstep: Class 17 contains 4268 members 
Mstep: Class 18 contains 33150 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16497 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 243511 members 
Mstep: Class 25 contains 31314 members 
Mstep: Class 26 contains 8321 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20353 members 
Mstep: Class 33 contains 163079 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 30227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799488.000000 Penalty: 128699.546875
Iteration 123Q: 37 clusters Score -1.427995e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 6122 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20258 members 
Mstep: Class 6 contains 10280 members 
Mstep: Class 7 contains 35983 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18368 members 
Mstep: Class 10 contains 853931 members 
Mstep: Class 11 contains 52476 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98597 members 
Mstep: Class 14 contains 19248 members 
Mstep: Class 15 contains 20299 members 
Mstep: Class 16 contains 31729 members 
Mstep: Class 17 contains 4292 members 
Mstep: Class 18 contains 33057 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16467 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4658 members 
Mstep: Class 24 contains 244189 members 
Mstep: Class 25 contains 31298 members 
Mstep: Class 26 contains 8328 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20358 members 
Mstep: Class 33 contains 163039 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 30067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799296.000000 Penalty: 128699.546875
Iteration 124Q: 37 clusters Score -1.427993e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20256 members 
Mstep: Class 6 contains 10275 members 
Mstep: Class 7 contains 35992 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18361 members 
Mstep: Class 10 contains 853717 members 
Mstep: Class 11 contains 52361 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98607 members 
Mstep: Class 14 contains 19295 members 
Mstep: Class 15 contains 20297 members 
Mstep: Class 16 contains 31722 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 32991 members 
Mstep: Class 19 contains 8651 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16455 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4662 members 
Mstep: Class 24 contains 244779 members 
Mstep: Class 25 contains 31288 members 
Mstep: Class 26 contains 8329 members 
Mstep: Class 27 contains 1520 members 
Mstep: Class 28 contains 6359 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20339 members 
Mstep: Class 33 contains 163008 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 29918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799152.000000 Penalty: 128699.546875
Iteration 125Q: 37 clusters Score -1.427992e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 20258 members 
Mstep: Class 6 contains 10268 members 
Mstep: Class 7 contains 35998 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 853501 members 
Mstep: Class 11 contains 52272 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98591 members 
Mstep: Class 14 contains 19328 members 
Mstep: Class 15 contains 20297 members 
Mstep: Class 16 contains 31726 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 32931 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16448 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4664 members 
Mstep: Class 24 contains 245305 members 
Mstep: Class 25 contains 31281 members 
Mstep: Class 26 contains 8334 members 
Mstep: Class 27 contains 1521 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20307 members 
Mstep: Class 33 contains 162982 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 29802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799232.000000 Penalty: 128699.546875
Iteration 126Q: 37 clusters Score -1.427992e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20254 members 
Mstep: Class 6 contains 10265 members 
Mstep: Class 7 contains 36015 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 853354 members 
Mstep: Class 11 contains 52206 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98575 members 
Mstep: Class 14 contains 19353 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 31717 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 32886 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16432 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4667 members 
Mstep: Class 24 contains 245738 members 
Mstep: Class 25 contains 31280 members 
Mstep: Class 26 contains 8341 members 
Mstep: Class 27 contains 1524 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20281 members 
Mstep: Class 33 contains 162949 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 29687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799632.000000 Penalty: 128699.546875
Iteration 127Q: 37 clusters Score -1.427996e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20252 members 
Mstep: Class 6 contains 10263 members 
Mstep: Class 7 contains 36013 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 18331 members 
Mstep: Class 10 contains 853234 members 
Mstep: Class 11 contains 52153 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98557 members 
Mstep: Class 14 contains 19368 members 
Mstep: Class 15 contains 20291 members 
Mstep: Class 16 contains 31712 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 18 contains 32845 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16433 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 246098 members 
Mstep: Class 25 contains 31281 members 
Mstep: Class 26 contains 8352 members 
Mstep: Class 27 contains 1524 members 
Mstep: Class 28 contains 6358 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20267 members 
Mstep: Class 33 contains 162917 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 819 members 
Mstep: Class 36 contains 29584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799568.000000 Penalty: 128699.546875
Iteration 128Q: 37 clusters Score -1.427996e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 2484 members 
Mstep: Class 5 contains 20250 members 
Mstep: Class 6 contains 10257 members 
Mstep: Class 7 contains 36013 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 18321 members 
Mstep: Class 10 contains 853159 members 
Mstep: Class 11 contains 52108 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98538 members 
Mstep: Class 14 contains 19385 members 
Mstep: Class 15 contains 20287 members 
Mstep: Class 16 contains 31701 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 32819 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 1025 members 
Mstep: Class 21 contains 16432 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 246397 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 8363 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20250 members 
Mstep: Class 33 contains 162890 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 820 members 
Mstep: Class 36 contains 29507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 128699.546875
Iteration 129Q: 37 clusters Score -1.427999e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20250 members 
Mstep: Class 6 contains 10254 members 
Mstep: Class 7 contains 36015 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 18306 members 
Mstep: Class 10 contains 853077 members 
Mstep: Class 11 contains 52085 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98506 members 
Mstep: Class 14 contains 19412 members 
Mstep: Class 15 contains 20283 members 
Mstep: Class 16 contains 31694 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 8635 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16423 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 246660 members 
Mstep: Class 25 contains 31276 members 
Mstep: Class 26 contains 8373 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20232 members 
Mstep: Class 33 contains 162862 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 822 members 
Mstep: Class 36 contains 29437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799712.000000 Penalty: 128699.546875
Iteration 130Q: 37 clusters Score -1.427997e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 6135 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 20251 members 
Mstep: Class 6 contains 10252 members 
Mstep: Class 7 contains 36002 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 18294 members 
Mstep: Class 10 contains 853002 members 
Mstep: Class 11 contains 52067 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98486 members 
Mstep: Class 14 contains 19420 members 
Mstep: Class 15 contains 20281 members 
Mstep: Class 16 contains 31687 members 
Mstep: Class 17 contains 4494 members 
Mstep: Class 18 contains 32791 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16415 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4669 members 
Mstep: Class 24 contains 246892 members 
Mstep: Class 25 contains 31280 members 
Mstep: Class 26 contains 8382 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20209 members 
Mstep: Class 33 contains 162824 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 29383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799792.000000 Penalty: 128699.546875
Iteration 131Q: 37 clusters Score -1.427998e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20250 members 
Mstep: Class 6 contains 10251 members 
Mstep: Class 7 contains 36004 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 18275 members 
Mstep: Class 10 contains 852939 members 
Mstep: Class 11 contains 52020 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98489 members 
Mstep: Class 14 contains 19426 members 
Mstep: Class 15 contains 20281 members 
Mstep: Class 16 contains 31688 members 
Mstep: Class 17 contains 4528 members 
Mstep: Class 18 contains 32779 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16410 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 247103 members 
Mstep: Class 25 contains 31275 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20183 members 
Mstep: Class 33 contains 162799 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 29332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799584.000000 Penalty: 128699.546875
Iteration 132Q: 37 clusters Score -1.427996e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 6143 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20248 members 
Mstep: Class 6 contains 10250 members 
Mstep: Class 7 contains 35997 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 18265 members 
Mstep: Class 10 contains 852850 members 
Mstep: Class 11 contains 51994 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98480 members 
Mstep: Class 14 contains 19442 members 
Mstep: Class 15 contains 20281 members 
Mstep: Class 16 contains 31687 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 32764 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16402 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 247346 members 
Mstep: Class 25 contains 31273 members 
Mstep: Class 26 contains 8391 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20151 members 
Mstep: Class 33 contains 162771 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799280.000000 Penalty: 128699.546875
Iteration 133Q: 37 clusters Score -1.427993e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 6144 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 20249 members 
Mstep: Class 6 contains 10249 members 
Mstep: Class 7 contains 35985 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 18255 members 
Mstep: Class 10 contains 852809 members 
Mstep: Class 11 contains 51965 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98467 members 
Mstep: Class 14 contains 19447 members 
Mstep: Class 15 contains 20280 members 
Mstep: Class 16 contains 31689 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 18 contains 32746 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16391 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4671 members 
Mstep: Class 24 contains 247549 members 
Mstep: Class 25 contains 31281 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 1525 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20132 members 
Mstep: Class 33 contains 162737 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799552.000000 Penalty: 128699.546875
Iteration 134Q: 37 clusters Score -1.427996e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 6146 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20250 members 
Mstep: Class 6 contains 10249 members 
Mstep: Class 7 contains 35968 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 18244 members 
Mstep: Class 10 contains 852744 members 
Mstep: Class 11 contains 51932 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98465 members 
Mstep: Class 14 contains 19457 members 
Mstep: Class 15 contains 20277 members 
Mstep: Class 16 contains 31701 members 
Mstep: Class 17 contains 4579 members 
Mstep: Class 18 contains 32734 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16382 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4672 members 
Mstep: Class 24 contains 247758 members 
Mstep: Class 25 contains 31282 members 
Mstep: Class 26 contains 8394 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20105 members 
Mstep: Class 33 contains 162718 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799504.000000 Penalty: 128699.546875
Iteration 135Q: 37 clusters Score -1.427995e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 6147 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20248 members 
Mstep: Class 6 contains 10249 members 
Mstep: Class 7 contains 35948 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 18237 members 
Mstep: Class 10 contains 852693 members 
Mstep: Class 11 contains 51905 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98459 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 20277 members 
Mstep: Class 16 contains 31701 members 
Mstep: Class 17 contains 4602 members 
Mstep: Class 18 contains 32719 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16374 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4673 members 
Mstep: Class 24 contains 247955 members 
Mstep: Class 25 contains 31282 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 1527 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20082 members 
Mstep: Class 33 contains 162698 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799664.000000 Penalty: 128699.546875
Iteration 136Q: 37 clusters Score -1.427997e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 6148 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20247 members 
Mstep: Class 6 contains 10247 members 
Mstep: Class 7 contains 35938 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 18231 members 
Mstep: Class 10 contains 852649 members 
Mstep: Class 11 contains 51878 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98455 members 
Mstep: Class 14 contains 19464 members 
Mstep: Class 15 contains 20276 members 
Mstep: Class 16 contains 31687 members 
Mstep: Class 17 contains 4630 members 
Mstep: Class 18 contains 32702 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16366 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4674 members 
Mstep: Class 24 contains 248145 members 
Mstep: Class 25 contains 31283 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 1528 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20061 members 
Mstep: Class 33 contains 162685 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799648.000000 Penalty: 128699.546875
Iteration 137Q: 37 clusters Score -1.427996e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20249 members 
Mstep: Class 6 contains 10246 members 
Mstep: Class 7 contains 35928 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 18223 members 
Mstep: Class 10 contains 852591 members 
Mstep: Class 11 contains 51854 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98443 members 
Mstep: Class 14 contains 19469 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31681 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 32685 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16360 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4674 members 
Mstep: Class 24 contains 248326 members 
Mstep: Class 25 contains 31286 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20044 members 
Mstep: Class 33 contains 162664 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799744.000000 Penalty: 128699.546875
Iteration 138Q: 37 clusters Score -1.427997e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 6153 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20247 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 35914 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 852563 members 
Mstep: Class 11 contains 51829 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98441 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31668 members 
Mstep: Class 17 contains 4698 members 
Mstep: Class 18 contains 32674 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4675 members 
Mstep: Class 24 contains 248491 members 
Mstep: Class 25 contains 31290 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 20014 members 
Mstep: Class 33 contains 162642 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 29034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799744.000000 Penalty: 128699.546875
Iteration 139Q: 37 clusters Score -1.427997e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20246 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 35906 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 852534 members 
Mstep: Class 11 contains 51809 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98435 members 
Mstep: Class 14 contains 19473 members 
Mstep: Class 15 contains 20277 members 
Mstep: Class 16 contains 31656 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 32666 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16343 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 248647 members 
Mstep: Class 25 contains 31289 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3346 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 162620 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 29001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 128699.546875
Iteration 140F: 37 clusters Score -1.427999e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20244 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 35903 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 18191 members 
Mstep: Class 10 contains 852499 members 
Mstep: Class 11 contains 51789 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98433 members 
Mstep: Class 14 contains 19475 members 
Mstep: Class 15 contains 20277 members 
Mstep: Class 16 contains 31644 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 32660 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16330 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 248787 members 
Mstep: Class 25 contains 31295 members 
Mstep: Class 26 contains 8402 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19973 members 
Mstep: Class 33 contains 162601 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 28972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799920.000000 Penalty: 128699.546875
Iteration 141Q: 37 clusters Score -1.427999e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20245 members 
Mstep: Class 6 contains 10239 members 
Mstep: Class 7 contains 35892 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 18178 members 
Mstep: Class 10 contains 852475 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98421 members 
Mstep: Class 14 contains 19478 members 
Mstep: Class 15 contains 20276 members 
Mstep: Class 16 contains 31634 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 32655 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16326 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4678 members 
Mstep: Class 24 contains 248902 members 
Mstep: Class 25 contains 31296 members 
Mstep: Class 26 contains 8402 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19955 members 
Mstep: Class 33 contains 162591 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 28952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799760.000000 Penalty: 128699.546875
Iteration 142Q: 37 clusters Score -1.427998e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20244 members 
Mstep: Class 6 contains 10237 members 
Mstep: Class 7 contains 35880 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 18157 members 
Mstep: Class 10 contains 852471 members 
Mstep: Class 11 contains 51741 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98412 members 
Mstep: Class 14 contains 19480 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31623 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16312 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4680 members 
Mstep: Class 24 contains 249036 members 
Mstep: Class 25 contains 31302 members 
Mstep: Class 26 contains 8403 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19934 members 
Mstep: Class 33 contains 162574 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 28927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799808.000000 Penalty: 128699.546875
Iteration 143Q: 37 clusters Score -1.427998e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 6156 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 10233 members 
Mstep: Class 7 contains 35869 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 18146 members 
Mstep: Class 10 contains 852469 members 
Mstep: Class 11 contains 51724 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98398 members 
Mstep: Class 14 contains 19486 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31618 members 
Mstep: Class 17 contains 4832 members 
Mstep: Class 18 contains 32637 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16302 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4681 members 
Mstep: Class 24 contains 249150 members 
Mstep: Class 25 contains 31300 members 
Mstep: Class 26 contains 8403 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19914 members 
Mstep: Class 33 contains 162560 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 28900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799904.000000 Penalty: 128699.546875
Iteration 144Q: 37 clusters Score -1.427999e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 6157 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 10231 members 
Mstep: Class 7 contains 35860 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 18140 members 
Mstep: Class 10 contains 852461 members 
Mstep: Class 11 contains 51717 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98384 members 
Mstep: Class 14 contains 19493 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31611 members 
Mstep: Class 17 contains 4851 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16287 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4682 members 
Mstep: Class 24 contains 249265 members 
Mstep: Class 25 contains 31296 members 
Mstep: Class 26 contains 8404 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19893 members 
Mstep: Class 33 contains 162546 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 28870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799760.000000 Penalty: 128699.546875
Iteration 145Q: 37 clusters Score -1.427998e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 10230 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 18124 members 
Mstep: Class 10 contains 852447 members 
Mstep: Class 11 contains 51702 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98377 members 
Mstep: Class 14 contains 19497 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31606 members 
Mstep: Class 17 contains 4877 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16281 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 4680 members 
Mstep: Class 24 contains 249367 members 
Mstep: Class 25 contains 31295 members 
Mstep: Class 26 contains 8404 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19876 members 
Mstep: Class 33 contains 162545 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 28844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799776.000000 Penalty: 128699.546875
Iteration 146Q: 37 clusters Score -1.427998e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 6159 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 10229 members 
Mstep: Class 7 contains 35827 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 18118 members 
Mstep: Class 10 contains 852436 members 
Mstep: Class 11 contains 51682 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98369 members 
Mstep: Class 14 contains 19498 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31594 members 
Mstep: Class 17 contains 4896 members 
Mstep: Class 18 contains 32618 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16273 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 249475 members 
Mstep: Class 25 contains 31298 members 
Mstep: Class 26 contains 8404 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19864 members 
Mstep: Class 33 contains 162542 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 826 members 
Mstep: Class 36 contains 28814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799728.000000 Penalty: 128699.546875
Iteration 147Q: 37 clusters Score -1.427997e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 6160 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 10224 members 
Mstep: Class 7 contains 35810 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18113 members 
Mstep: Class 10 contains 852424 members 
Mstep: Class 11 contains 51664 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98355 members 
Mstep: Class 14 contains 19504 members 
Mstep: Class 15 contains 20275 members 
Mstep: Class 16 contains 31591 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1024 members 
Mstep: Class 21 contains 16273 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4678 members 
Mstep: Class 24 contains 249573 members 
Mstep: Class 25 contains 31297 members 
Mstep: Class 26 contains 8404 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19847 members 
Mstep: Class 33 contains 162540 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 828 members 
Mstep: Class 36 contains 28786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799792.000000 Penalty: 128699.546875
Iteration 148Q: 37 clusters Score -1.427998e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10221 members 
Mstep: Class 7 contains 35800 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 18113 members 
Mstep: Class 10 contains 852403 members 
Mstep: Class 11 contains 51655 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98347 members 
Mstep: Class 14 contains 19509 members 
Mstep: Class 15 contains 20274 members 
Mstep: Class 16 contains 31582 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 32620 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16265 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 249659 members 
Mstep: Class 25 contains 31293 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19834 members 
Mstep: Class 33 contains 162533 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 830 members 
Mstep: Class 36 contains 28762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 128699.546875
Iteration 149Q: 37 clusters Score -1.427999e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10219 members 
Mstep: Class 7 contains 35783 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 852378 members 
Mstep: Class 11 contains 51651 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98341 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 20273 members 
Mstep: Class 16 contains 31578 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16265 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4684 members 
Mstep: Class 24 contains 249735 members 
Mstep: Class 25 contains 31293 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19822 members 
Mstep: Class 33 contains 162526 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 128699.546875
Iteration 150Q: 37 clusters Score -1.427999e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10216 members 
Mstep: Class 7 contains 35762 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 18113 members 
Mstep: Class 10 contains 852363 members 
Mstep: Class 11 contains 51650 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98340 members 
Mstep: Class 14 contains 19516 members 
Mstep: Class 15 contains 20272 members 
Mstep: Class 16 contains 31578 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 32620 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16267 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 249795 members 
Mstep: Class 25 contains 31294 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19807 members 
Mstep: Class 33 contains 162521 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 128699.546875
Iteration 151Q: 37 clusters Score -1.427999e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10213 members 
Mstep: Class 7 contains 35749 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 18110 members 
Mstep: Class 10 contains 852339 members 
Mstep: Class 11 contains 51651 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98340 members 
Mstep: Class 14 contains 19519 members 
Mstep: Class 15 contains 20272 members 
Mstep: Class 16 contains 31582 members 
Mstep: Class 17 contains 4972 members 
Mstep: Class 18 contains 32621 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16268 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 249840 members 
Mstep: Class 25 contains 31297 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19797 members 
Mstep: Class 33 contains 162519 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799888.000000 Penalty: 128699.546875
Iteration 152Q: 37 clusters Score -1.427999e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10209 members 
Mstep: Class 7 contains 35739 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 18111 members 
Mstep: Class 10 contains 852321 members 
Mstep: Class 11 contains 51649 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98335 members 
Mstep: Class 14 contains 19523 members 
Mstep: Class 15 contains 20271 members 
Mstep: Class 16 contains 31587 members 
Mstep: Class 17 contains 4988 members 
Mstep: Class 18 contains 32621 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16270 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4690 members 
Mstep: Class 24 contains 249870 members 
Mstep: Class 25 contains 31304 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19791 members 
Mstep: Class 33 contains 162516 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800016.000000 Penalty: 128699.546875
Iteration 153Q: 37 clusters Score -1.428e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 18107 members 
Mstep: Class 10 contains 852304 members 
Mstep: Class 11 contains 51649 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98330 members 
Mstep: Class 14 contains 19528 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31586 members 
Mstep: Class 17 contains 5001 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16271 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249901 members 
Mstep: Class 25 contains 31307 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19786 members 
Mstep: Class 33 contains 162519 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799856.000000 Penalty: 128699.546875
Iteration 154Q: 37 clusters Score -1.427999e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10206 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 18109 members 
Mstep: Class 10 contains 852295 members 
Mstep: Class 11 contains 51648 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98327 members 
Mstep: Class 14 contains 19532 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31582 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 18 contains 32620 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16271 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249926 members 
Mstep: Class 25 contains 31311 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19780 members 
Mstep: Class 33 contains 162519 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799808.000000 Penalty: 128699.546875
Iteration 155Q: 37 clusters Score -1.427998e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35711 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18108 members 
Mstep: Class 10 contains 852294 members 
Mstep: Class 11 contains 51648 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98324 members 
Mstep: Class 14 contains 19535 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31580 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 32622 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16270 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249942 members 
Mstep: Class 25 contains 31312 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6362 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19775 members 
Mstep: Class 33 contains 162517 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799904.000000 Penalty: 128699.546875
Iteration 156Q: 37 clusters Score -1.427999e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35704 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18102 members 
Mstep: Class 10 contains 852285 members 
Mstep: Class 11 contains 51647 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98321 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31583 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 32624 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16270 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249965 members 
Mstep: Class 25 contains 31310 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19768 members 
Mstep: Class 33 contains 162517 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799888.000000 Penalty: 128699.546875
Iteration 157Q: 37 clusters Score -1.427999e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35694 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18102 members 
Mstep: Class 10 contains 852276 members 
Mstep: Class 11 contains 51644 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98318 members 
Mstep: Class 14 contains 19540 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31578 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 32626 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16268 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249975 members 
Mstep: Class 25 contains 31311 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19765 members 
Mstep: Class 33 contains 162517 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799984.000000 Penalty: 128699.546875
Iteration 158Q: 37 clusters Score -1.428e+08 nChanged 81
Entering ConstructFrom: 
Score: -142799984.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (34358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Entering Unmasked Estep 
Score: -2699030.500000 Penalty: 2590.258545
	Iteration 0F: 2 clusters Score -2699030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2675636.250000 Penalty: 5180.517090
	Iteration 0F: 3 clusters Score -2675636 nChanged 15646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2684288.250000 Penalty: 5180.517090
	Iteration 1F: 3 clusters Score -2684288 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2685054.250000 Penalty: 5180.517090
	Iteration 2F: 3 clusters Score -2685054 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2685953.250000 Penalty: 5180.517090
	Iteration 3F: 3 clusters Score -2685953 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2687025.250000 Penalty: 5180.517090
	Iteration 4F: 3 clusters Score -2687025 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2688438.500000 Penalty: 5180.517090
	Iteration 5F: 3 clusters Score -2688438 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2690126.500000 Penalty: 5180.517090
	Iteration 6F: 3 clusters Score -2690126 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2691829.750000 Penalty: 5180.517090
	Iteration 7F: 3 clusters Score -2691830 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2693196.500000 Penalty: 5180.517090
	Iteration 8F: 3 clusters Score -2693196 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2693940.500000 Penalty: 5180.517090
	Iteration 9Q: 3 clusters Score -2693940 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2694311.750000 Penalty: 5180.517090
	Iteration 10Q: 3 clusters Score -2694312 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2694512.500000 Penalty: 5180.517090
	Iteration 11Q: 3 clusters Score -2694512 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2694655.000000 Penalty: 5180.517090
	Iteration 12Q: 3 clusters Score -2694655 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2694785.000000 Penalty: 5180.517090
	Iteration 13Q: 3 clusters Score -2694785 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2694861.000000 Penalty: 5180.517090
	Iteration 14Q: 3 clusters Score -2694861 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2694926.750000 Penalty: 5180.517090
	Iteration 15Q: 3 clusters Score -2694927 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2694965.750000 Penalty: 5180.517090
	Iteration 16Q: 3 clusters Score -2694966 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2695002.750000 Penalty: 5180.517090
	Iteration 17Q: 3 clusters Score -2695003 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2695044.000000 Penalty: 5180.517090
	Iteration 18Q: 3 clusters Score -2695044 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2695074.250000 Penalty: 5180.517090
	Iteration 19Q: 3 clusters Score -2695074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2695092.750000 Penalty: 5180.517090
	Iteration 20F: 3 clusters Score -2695093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2695125.250000 Penalty: 5180.517090
	Iteration 21Q: 3 clusters Score -2695125 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2695166.500000 Penalty: 5180.517090
	Iteration 22Q: 3 clusters Score -2695166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2695185.750000 Penalty: 5180.517090
	Iteration 23Q: 3 clusters Score -2695186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2695217.750000 Penalty: 5180.517090
	Iteration 24Q: 3 clusters Score -2695218 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2695271.250000 Penalty: 5180.517090
	Iteration 25Q: 3 clusters Score -2695271 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2695310.250000 Penalty: 5180.517090
	Iteration 26Q: 3 clusters Score -2695310 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2695342.250000 Penalty: 5180.517090
	Iteration 27Q: 3 clusters Score -2695342 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2695374.000000 Penalty: 5180.517090
	Iteration 28Q: 3 clusters Score -2695374 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2695403.500000 Penalty: 5180.517090
	Iteration 29Q: 3 clusters Score -2695404 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2695423.500000 Penalty: 5180.517090
	Iteration 30Q: 3 clusters Score -2695424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2695458.750000 Penalty: 5180.517090
	Iteration 31Q: 3 clusters Score -2695459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2695485.250000 Penalty: 5180.517090
	Iteration 32Q: 3 clusters Score -2695485 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2695503.500000 Penalty: 5180.517090
	Iteration 33Q: 3 clusters Score -2695504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2695532.500000 Penalty: 5180.517090
	Iteration 34Q: 3 clusters Score -2695532 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2695543.000000 Penalty: 5180.517090
	Iteration 35Q: 3 clusters Score -2695543 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2695560.750000 Penalty: 5180.517090
	Iteration 36Q: 3 clusters Score -2695561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2695576.000000 Penalty: 5180.517090
	Iteration 37Q: 3 clusters Score -2695576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2695593.750000 Penalty: 5180.517090
	Iteration 38Q: 3 clusters Score -2695594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2695597.000000 Penalty: 5180.517090
	Iteration 39Q: 3 clusters Score -2695597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2695603.750000 Penalty: 5180.517090
	Iteration 40F: 3 clusters Score -2695604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2695604.500000 Penalty: 5180.517090
	Iteration 41Q: 3 clusters Score -2695604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2695615.750000 Penalty: 5180.517090
	Iteration 42Q: 3 clusters Score -2695616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2695619.750000 Penalty: 5180.517090
	Iteration 43Q: 3 clusters Score -2695620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2695630.750000 Penalty: 5180.517090
	Iteration 44Q: 3 clusters Score -2695631 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2695651.750000 Penalty: 5180.517090
	Iteration 45Q: 3 clusters Score -2695652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2695648.750000 Penalty: 5180.517090
	Iteration 46Q: 3 clusters Score -2695649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2695646.750000 Penalty: 5180.517090
	Iteration 47Q: 3 clusters Score -2695647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2695650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2695653.750000 Penalty: 5180.517090
	Iteration 49Q: 3 clusters Score -2695654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2695662.000000 Penalty: 5180.517090
	Iteration 50Q: 3 clusters Score -2695662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2695661.500000 Penalty: 5180.517090
	Iteration 51Q: 3 clusters Score -2695662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2695667.500000 Penalty: 5180.517090
	Iteration 52Q: 3 clusters Score -2695668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2695664.000000 Penalty: 5180.517090
	Iteration 53Q: 3 clusters Score -2695664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2695663.250000 Penalty: 5180.517090
	Iteration 54Q: 3 clusters Score -2695663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2695665.000000 Penalty: 5180.517090
	Iteration 55Q: 3 clusters Score -2695665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2695668.500000 Penalty: 5180.517090
	Iteration 56Q: 3 clusters Score -2695668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2695670.250000 Penalty: 5180.517090
	Iteration 57Q: 3 clusters Score -2695670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2695676.500000 Penalty: 5180.517090
	Iteration 58Q: 3 clusters Score -2695676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2695671.750000 Penalty: 5180.517090
	Iteration 59Q: 3 clusters Score -2695672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2695673.000000 Penalty: 5180.517090
	Iteration 60F: 3 clusters Score -2695673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2695678.000000 Penalty: 5180.517090
	Iteration 61Q: 3 clusters Score -2695678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2695691.250000 Penalty: 5180.517090
	Iteration 62Q: 3 clusters Score -2695691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2695703.500000 Penalty: 5180.517090
	Iteration 63Q: 3 clusters Score -2695704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2695698.750000 Penalty: 5180.517090
	Iteration 64Q: 3 clusters Score -2695699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2695691.750000 Penalty: 5180.517090
	Iteration 65Q: 3 clusters Score -2695692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2695693.000000 Penalty: 5180.517090
	Iteration 66Q: 3 clusters Score -2695693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2695693.750000 Penalty: 5180.517090
	Iteration 67Q: 3 clusters Score -2695694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2695688.750000 Penalty: 5180.517090
	Iteration 68Q: 3 clusters Score -2695689 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2695688.250000 Penalty: 5180.517090
	Iteration 69Q: 3 clusters Score -2695688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2695688.750000 Penalty: 5180.517090
	Iteration 70Q: 3 clusters Score -2695689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2695684.250000 Penalty: 5180.517090
	Iteration 71Q: 3 clusters Score -2695684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2695689.750000 Penalty: 5180.517090
	Iteration 72Q: 3 clusters Score -2695690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2695687.750000 Penalty: 5180.517090
	Iteration 73Q: 3 clusters Score -2695688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2695690.250000 Penalty: 5180.517090
	Iteration 74Q: 3 clusters Score -2695690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2695693.750000 Penalty: 5180.517090
	Iteration 75Q: 3 clusters Score -2695694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2695692.250000 Penalty: 5180.517090
	Iteration 76Q: 3 clusters Score -2695692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2695695.500000 Penalty: 5180.517090
	Iteration 77Q: 3 clusters Score -2695696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2695693.000000 Penalty: 5180.517090
	Iteration 78Q: 3 clusters Score -2695693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2695691.750000 Penalty: 5180.517090
	Iteration 79Q: 3 clusters Score -2695692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2695694.250000 Penalty: 5180.517090
	Iteration 80F: 3 clusters Score -2695694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2695700.000000 Penalty: 5180.517090
	Iteration 81Q: 3 clusters Score -2695700 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2695693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2695706.750000 Penalty: 5180.517090
	Iteration 83Q: 3 clusters Score -2695707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2695705.750000 Penalty: 5180.517090
	Iteration 84Q: 3 clusters Score -2695706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2695711.500000 Penalty: 5180.517090
	Iteration 85Q: 3 clusters Score -2695712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2695709.750000 Penalty: 5180.517090
	Iteration 86Q: 3 clusters Score -2695710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2695714.750000 Penalty: 5180.517090
	Iteration 87Q: 3 clusters Score -2695715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2695712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2695712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2695713.750000 Penalty: 5180.517090
	Iteration 90Q: 3 clusters Score -2695714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2695713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2695707.250000 Penalty: 5180.517090
	Iteration 92Q: 3 clusters Score -2695707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2695708.750000 Penalty: 5180.517090
	Iteration 93Q: 3 clusters Score -2695709 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2695714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2695717.250000 Penalty: 5180.517090
	Iteration 95Q: 3 clusters Score -2695717 nChanged 11
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Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2695720.000000 Penalty: 5180.517090
	Iteration 96Q: 3 clusters Score -2695720 nChanged 7
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Mstep: Class 1 contains 14418 members 
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Entering Unmasked Estep 
Score: -2695712.750000 Penalty: 5180.517090
	Iteration 97Q: 3 clusters Score -2695713 nChanged 4
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Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2695713 nChanged 3
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Mstep: Class 1 contains 14411 members 
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Entering Unmasked Estep 
Score: -2695716.750000 Penalty: 5180.517090
	Iteration 99Q: 3 clusters Score -2695717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2695715.750000 Penalty: 5180.517090
	Iteration 100F: 3 clusters Score -2695716 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2695715 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2695715.000000 Penalty: 5180.517090
	Iteration 102F: 3 clusters Score -2695715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Entering Unmasked Estep 
Score: -466193.718750 Penalty: 2164.086670
	Iteration 0F: 2 clusters Score -466193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -460888.375000 Penalty: 4328.173340
	Iteration 0F: 3 clusters Score -460888.4 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -462230.125000 Penalty: 4328.173340
	Iteration 1F: 3 clusters Score -462230.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -462468.562500 Penalty: 4328.173340
	Iteration 2F: 3 clusters Score -462468.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -462608.312500 Penalty: 4328.173340
	Iteration 3Q: 3 clusters Score -462608.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -462744.875000 Penalty: 4328.173340
	Iteration 4Q: 3 clusters Score -462744.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -462887.531250 Penalty: 4328.173340
	Iteration 5Q: 3 clusters Score -462887.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -463019.531250 Penalty: 4328.173340
	Iteration 6Q: 3 clusters Score -463019.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -463151.718750 Penalty: 4328.173340
	Iteration 7Q: 3 clusters Score -463151.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -463282.437500 Penalty: 4328.173340
	Iteration 8Q: 3 clusters Score -463282.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -463444.937500 Penalty: 4328.173340
	Iteration 9Q: 3 clusters Score -463444.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -463653.343750 Penalty: 4328.173340
	Iteration 10Q: 3 clusters Score -463653.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -463912.843750 Penalty: 4328.173340
	Iteration 11Q: 3 clusters Score -463912.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -464115.468750 Penalty: 4328.173340
	Iteration 12Q: 3 clusters Score -464115.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -464289.312500 Penalty: 4328.173340
	Iteration 13Q: 3 clusters Score -464289.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -464401.062500 Penalty: 4328.173340
	Iteration 14Q: 3 clusters Score -464401.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -464475.343750 Penalty: 4328.173340
	Iteration 15Q: 3 clusters Score -464475.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -464520.875000 Penalty: 4328.173340
	Iteration 16Q: 3 clusters Score -464520.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -464550.125000 Penalty: 4328.173340
	Iteration 17Q: 3 clusters Score -464550.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -464570.906250 Penalty: 4328.173340
	Iteration 18Q: 3 clusters Score -464570.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -464590.875000 Penalty: 4328.173340
	Iteration 19Q: 3 clusters Score -464590.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -464609.937500 Penalty: 4328.173340
	Iteration 20F: 3 clusters Score -464609.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -464625.593750 Penalty: 4328.173340
	Iteration 21Q: 3 clusters Score -464625.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -464639.250000 Penalty: 4328.173340
	Iteration 22Q: 3 clusters Score -464639.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -464649.468750 Penalty: 4328.173340
	Iteration 23Q: 3 clusters Score -464649.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -464657.468750 Penalty: 4328.173340
	Iteration 24Q: 3 clusters Score -464657.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -464667.250000 Penalty: 4328.173340
	Iteration 25Q: 3 clusters Score -464667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -464672.687500 Penalty: 4328.173340
	Iteration 26Q: 3 clusters Score -464672.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -464681.312500 Penalty: 4328.173340
	Iteration 27Q: 3 clusters Score -464681.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -464688.968750 Penalty: 4328.173340
	Iteration 28Q: 3 clusters Score -464689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -464696.750000 Penalty: 4328.173340
	Iteration 29Q: 3 clusters Score -464696.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -464702.093750 Penalty: 4328.173340
	Iteration 30Q: 3 clusters Score -464702.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -464706.843750 Penalty: 4328.173340
	Iteration 31Q: 3 clusters Score -464706.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -464710.218750 Penalty: 4328.173340
	Iteration 32Q: 3 clusters Score -464710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -464712.125000 Penalty: 4328.173340
	Iteration 33Q: 3 clusters Score -464712.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -464714.250000 Penalty: 4328.173340
	Iteration 34Q: 3 clusters Score -464714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -464718.093750 Penalty: 4328.173340
	Iteration 35Q: 3 clusters Score -464718.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -464722.343750 Penalty: 4328.173340
	Iteration 36Q: 3 clusters Score -464722.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -464727.093750 Penalty: 4328.173340
	Iteration 37Q: 3 clusters Score -464727.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -464730.343750 Penalty: 4328.173340
	Iteration 38Q: 3 clusters Score -464730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -464733.500000 Penalty: 4328.173340
	Iteration 39Q: 3 clusters Score -464733.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -464738.625000 Penalty: 4328.173340
	Iteration 40F: 3 clusters Score -464738.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -464738.062500 Penalty: 4328.173340
	Iteration 41Q: 3 clusters Score -464738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -464739.968750 Penalty: 4328.173340
	Iteration 42Q: 3 clusters Score -464740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -464743.062500 Penalty: 4328.173340
	Iteration 43Q: 3 clusters Score -464743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -464745.406250 Penalty: 4328.173340
	Iteration 44Q: 3 clusters Score -464745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -464748.562500 Penalty: 4328.173340
	Iteration 45Q: 3 clusters Score -464748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -464748.625000 Penalty: 4328.173340
	Iteration 46Q: 3 clusters Score -464748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -464751.437500 Penalty: 4328.173340
	Iteration 47Q: 3 clusters Score -464751.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -464753.125000 Penalty: 4328.173340
	Iteration 48Q: 3 clusters Score -464753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -464755.312500 Penalty: 4328.173340
	Iteration 49Q: 3 clusters Score -464755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -464756.531250 Penalty: 4328.173340
	Iteration 50Q: 3 clusters Score -464756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -464759.468750 Penalty: 4328.173340
	Iteration 51Q: 3 clusters Score -464759.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -464764.000000 Penalty: 4328.173340
	Iteration 52Q: 3 clusters Score -464764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -464767.281250 Penalty: 4328.173340
	Iteration 53Q: 3 clusters Score -464767.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -464772.250000 Penalty: 4328.173340
	Iteration 54Q: 3 clusters Score -464772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -464774.906250 Penalty: 4328.173340
	Iteration 55Q: 3 clusters Score -464774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -464775.218750 Penalty: 4328.173340
	Iteration 56Q: 3 clusters Score -464775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -464777.125000 Penalty: 4328.173340
	Iteration 57Q: 3 clusters Score -464777.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -464777.093750 Penalty: 4328.173340
	Iteration 58Q: 3 clusters Score -464777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -464778.156250 Penalty: 4328.173340
	Iteration 59Q: 3 clusters Score -464778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -464781.062500 Penalty: 4328.173340
	Iteration 60F: 3 clusters Score -464781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -464782.125000 Penalty: 4328.173340
	Iteration 61Q: 3 clusters Score -464782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -464783.093750 Penalty: 4328.173340
	Iteration 62Q: 3 clusters Score -464783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -464783.437500 Penalty: 4328.173340
	Iteration 63Q: 3 clusters Score -464783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -464784.906250 Penalty: 4328.173340
	Iteration 64Q: 3 clusters Score -464784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -464784.781250 Penalty: 4328.173340
	Iteration 65Q: 3 clusters Score -464784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -464785.781250 Penalty: 4328.173340
	Iteration 66Q: 3 clusters Score -464785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -464786.218750 Penalty: 4328.173340
	Iteration 67Q: 3 clusters Score -464786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -464787.000000 Penalty: 4328.173340
	Iteration 68Q: 3 clusters Score -464787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -464785.968750 Penalty: 4328.173340
	Iteration 69Q: 3 clusters Score -464786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -464785.437500 Penalty: 4328.173340
	Iteration 70Q: 3 clusters Score -464785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -464785.437500 Penalty: 4328.173340
	Iteration 71F: 3 clusters Score -464785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -303159.500000 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -303159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -299233.531250 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -299233.5 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -300074.156250 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -300074.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -300295.562500 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -300295.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -300430.156250 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -300430.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -300537.093750 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -300537.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -300648.656250 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -300648.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -300762.906250 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -300762.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -300903.468750 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -300903.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -301061.781250 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -301061.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -301210.593750 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -301210.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -301316.062500 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -301316.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -301390.656250 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -301390.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -301436.093750 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -301436.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -301474.468750 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -301474.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -301496.437500 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -301496.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -301515.312500 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -301515.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -301528.468750 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -301528.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -301540.968750 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -301541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -301550.218750 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -301550.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -301556.250000 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -301556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -301562.281250 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -301562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -301570.156250 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -301570.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -301575.875000 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -301575.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -301581.062500 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -301581.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -301585.062500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -301585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -301590.156250 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -301590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -301593.187500 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -301593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -301596.375000 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -301596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -301601.687500 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -301601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -301606.750000 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -301606.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -301610.593750 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -301610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -301612.781250 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -301612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -301613.406250 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -301613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -301615.875000 Penalty: 4111.237793
	Iteration 33Q: 3 clusters Score -301615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -301617.125000 Penalty: 4111.237793
	Iteration 34Q: 3 clusters Score -301617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -301618.093750 Penalty: 4111.237793
	Iteration 35Q: 3 clusters Score -301618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -301618.031250 Penalty: 4111.237793
	Iteration 36Q: 3 clusters Score -301618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -301618.031250 Penalty: 4111.237793
	Iteration 37F: 3 clusters Score -301618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -185935.921875 Penalty: 1939.269775
	Iteration 0F: 2 clusters Score -185935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -182967.812500 Penalty: 3878.539551
	Iteration 0F: 3 clusters Score -182967.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -183567.859375 Penalty: 3878.539551
	Iteration 1F: 3 clusters Score -183567.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -183774.515625 Penalty: 3878.539551
	Iteration 2F: 3 clusters Score -183774.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -183898.062500 Penalty: 3878.539551
	Iteration 3F: 3 clusters Score -183898.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -183990.500000 Penalty: 3878.539551
	Iteration 4Q: 3 clusters Score -183990.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -184069.593750 Penalty: 3878.539551
	Iteration 5Q: 3 clusters Score -184069.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -184142.875000 Penalty: 3878.539551
	Iteration 6Q: 3 clusters Score -184142.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -184206.250000 Penalty: 3878.539551
	Iteration 7Q: 3 clusters Score -184206.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -184256.531250 Penalty: 3878.539551
	Iteration 8Q: 3 clusters Score -184256.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184301.687500 Penalty: 3878.539551
	Iteration 9Q: 3 clusters Score -184301.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -184347.781250 Penalty: 3878.539551
	Iteration 10Q: 3 clusters Score -184347.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -184390.343750 Penalty: 3878.539551
	Iteration 11Q: 3 clusters Score -184390.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -184434.937500 Penalty: 3878.539551
	Iteration 12Q: 3 clusters Score -184434.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -184492.171875 Penalty: 3878.539551
	Iteration 13Q: 3 clusters Score -184492.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -184553.687500 Penalty: 3878.539551
	Iteration 14Q: 3 clusters Score -184553.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -184610.812500 Penalty: 3878.539551
	Iteration 15Q: 3 clusters Score -184610.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -184660.015625 Penalty: 3878.539551
	Iteration 16Q: 3 clusters Score -184660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -184719.234375 Penalty: 3878.539551
	Iteration 17Q: 3 clusters Score -184719.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -184754.171875 Penalty: 3878.539551
	Iteration 18Q: 3 clusters Score -184754.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184783.718750 Penalty: 3878.539551
	Iteration 19Q: 3 clusters Score -184783.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -184804.359375 Penalty: 3878.539551
	Iteration 20F: 3 clusters Score -184804.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184823.125000 Penalty: 3878.539551
	Iteration 21Q: 3 clusters Score -184823.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -184838.828125 Penalty: 3878.539551
	Iteration 22Q: 3 clusters Score -184838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -184854.796875 Penalty: 3878.539551
	Iteration 23Q: 3 clusters Score -184854.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -184866.468750 Penalty: 3878.539551
	Iteration 24Q: 3 clusters Score -184866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184871.375000 Penalty: 3878.539551
	Iteration 25Q: 3 clusters Score -184871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -184875.171875 Penalty: 3878.539551
	Iteration 26Q: 3 clusters Score -184875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -184876.750000 Penalty: 3878.539551
	Iteration 27Q: 3 clusters Score -184876.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -184877.593750 Penalty: 3878.539551
	Iteration 28Q: 3 clusters Score -184877.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -184877.593750 Penalty: 3878.539551
	Iteration 29F: 3 clusters Score -184877.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Entering Unmasked Estep 
Score: -1596619.250000 Penalty: 2459.047607
	Iteration 0F: 2 clusters Score -1596619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1582404.250000 Penalty: 4918.095215
	Iteration 0F: 3 clusters Score -1582404 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1587016.375000 Penalty: 4918.095215
	Iteration 1F: 3 clusters Score -1587016 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1587333.500000 Penalty: 4918.095215
	Iteration 2Q: 3 clusters Score -1587334 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1587602.750000 Penalty: 4918.095215
	Iteration 3Q: 3 clusters Score -1587603 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1587814.000000 Penalty: 4918.095215
	Iteration 4Q: 3 clusters Score -1587814 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1587976.250000 Penalty: 4918.095215
	Iteration 5Q: 3 clusters Score -1587976 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1588102.125000 Penalty: 4918.095215
	Iteration 6Q: 3 clusters Score -1588102 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1588247.250000 Penalty: 4918.095215
	Iteration 7Q: 3 clusters Score -1588247 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1588384.500000 Penalty: 4918.095215
	Iteration 8Q: 3 clusters Score -1588384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1588543.125000 Penalty: 4918.095215
	Iteration 9Q: 3 clusters Score -1588543 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1588753.125000 Penalty: 4918.095215
	Iteration 10Q: 3 clusters Score -1588753 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1589028.000000 Penalty: 4918.095215
	Iteration 11Q: 3 clusters Score -1589028 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1589426.500000 Penalty: 4918.095215
	Iteration 12Q: 3 clusters Score -1589426 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1589916.875000 Penalty: 4918.095215
	Iteration 13Q: 3 clusters Score -1589917 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1590586.000000 Penalty: 4918.095215
	Iteration 14Q: 3 clusters Score -1590586 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1591363.750000 Penalty: 4918.095215
	Iteration 15F: 3 clusters Score -1591364 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1592142.250000 Penalty: 4918.095215
	Iteration 16F: 3 clusters Score -1592142 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1592831.000000 Penalty: 4918.095215
	Iteration 17Q: 3 clusters Score -1592831 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1593377.875000 Penalty: 4918.095215
	Iteration 18Q: 3 clusters Score -1593378 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1593776.125000 Penalty: 4918.095215
	Iteration 19Q: 3 clusters Score -1593776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1594017.500000 Penalty: 4918.095215
	Iteration 20F: 3 clusters Score -1594018 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1594162.125000 Penalty: 4918.095215
	Iteration 21Q: 3 clusters Score -1594162 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1594241.625000 Penalty: 4918.095215
	Iteration 22Q: 3 clusters Score -1594242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1594300.000000 Penalty: 4918.095215
	Iteration 23Q: 3 clusters Score -1594300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1594348.250000 Penalty: 4918.095215
	Iteration 24Q: 3 clusters Score -1594348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1594388.500000 Penalty: 4918.095215
	Iteration 25Q: 3 clusters Score -1594388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1594417.625000 Penalty: 4918.095215
	Iteration 26Q: 3 clusters Score -1594418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1594441.875000 Penalty: 4918.095215
	Iteration 27Q: 3 clusters Score -1594442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1594456.875000 Penalty: 4918.095215
	Iteration 28Q: 3 clusters Score -1594457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1594465.500000 Penalty: 4918.095215
	Iteration 29Q: 3 clusters Score -1594466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1594473.750000 Penalty: 4918.095215
	Iteration 30Q: 3 clusters Score -1594474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1594481.875000 Penalty: 4918.095215
	Iteration 31Q: 3 clusters Score -1594482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1594489.000000 Penalty: 4918.095215
	Iteration 32Q: 3 clusters Score -1594489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1594499.125000 Penalty: 4918.095215
	Iteration 33Q: 3 clusters Score -1594499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1594507.375000 Penalty: 4918.095215
	Iteration 34Q: 3 clusters Score -1594507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1594512.250000 Penalty: 4918.095215
	Iteration 35Q: 3 clusters Score -1594512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1594517.625000 Penalty: 4918.095215
	Iteration 36Q: 3 clusters Score -1594518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1594519.375000 Penalty: 4918.095215
	Iteration 37Q: 3 clusters Score -1594519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1594523.875000 Penalty: 4918.095215
	Iteration 38Q: 3 clusters Score -1594524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1594526.125000 Penalty: 4918.095215
	Iteration 39Q: 3 clusters Score -1594526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1594526.875000 Penalty: 4918.095215
	Iteration 40F: 3 clusters Score -1594527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1594528.375000 Penalty: 4918.095215
	Iteration 41Q: 3 clusters Score -1594528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1594530.375000 Penalty: 4918.095215
	Iteration 42Q: 3 clusters Score -1594530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1594530.375000 Penalty: 4918.095215
	Iteration 43Q: 3 clusters Score -1594530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1594532.625000 Penalty: 4918.095215
	Iteration 44Q: 3 clusters Score -1594533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1594532.625000 Penalty: 4918.095215
	Iteration 45F: 3 clusters Score -1594533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -780896.937500 Penalty: 2289.172852
	Iteration 0F: 2 clusters Score -780896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -773017.750000 Penalty: 4578.345703
	Iteration 0F: 3 clusters Score -773017.8 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -775351.812500 Penalty: 4578.345703
	Iteration 1F: 3 clusters Score -775351.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -775734.500000 Penalty: 4578.345703
	Iteration 2F: 3 clusters Score -775734.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -776107.937500 Penalty: 4578.345703
	Iteration 3F: 3 clusters Score -776107.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -776601.375000 Penalty: 4578.345703
	Iteration 4F: 3 clusters Score -776601.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -777222.562500 Penalty: 4578.345703
	Iteration 5F: 3 clusters Score -777222.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -777921.375000 Penalty: 4578.345703
	Iteration 6F: 3 clusters Score -777921.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -778590.437500 Penalty: 4578.345703
	Iteration 7F: 3 clusters Score -778590.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -779102.500000 Penalty: 4578.345703
	Iteration 8F: 3 clusters Score -779102.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -779401.000000 Penalty: 4578.345703
	Iteration 9Q: 3 clusters Score -779401 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -779579.187500 Penalty: 4578.345703
	Iteration 10Q: 3 clusters Score -779579.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -779696.562500 Penalty: 4578.345703
	Iteration 11Q: 3 clusters Score -779696.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -779777.250000 Penalty: 4578.345703
	Iteration 12Q: 3 clusters Score -779777.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -779832.812500 Penalty: 4578.345703
	Iteration 13Q: 3 clusters Score -779832.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -779865.875000 Penalty: 4578.345703
	Iteration 14Q: 3 clusters Score -779865.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -779892.000000 Penalty: 4578.345703
	Iteration 15Q: 3 clusters Score -779892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -779913.187500 Penalty: 4578.345703
	Iteration 16Q: 3 clusters Score -779913.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -779934.812500 Penalty: 4578.345703
	Iteration 17Q: 3 clusters Score -779934.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -779956.312500 Penalty: 4578.345703
	Iteration 18Q: 3 clusters Score -779956.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -779969.500000 Penalty: 4578.345703
	Iteration 19Q: 3 clusters Score -779969.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -779978.000000 Penalty: 4578.345703
	Iteration 20F: 3 clusters Score -779978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -779978.750000 Penalty: 4578.345703
	Iteration 21Q: 3 clusters Score -779978.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -779983.750000 Penalty: 4578.345703
	Iteration 22Q: 3 clusters Score -779983.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -779985.375000 Penalty: 4578.345703
	Iteration 23Q: 3 clusters Score -779985.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -779993.937500 Penalty: 4578.345703
	Iteration 24Q: 3 clusters Score -779993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -779996.500000 Penalty: 4578.345703
	Iteration 25Q: 3 clusters Score -779996.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -780001.875000 Penalty: 4578.345703
	Iteration 26Q: 3 clusters Score -780001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -780005.937500 Penalty: 4578.345703
	Iteration 27Q: 3 clusters Score -780005.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -780008.375000 Penalty: 4578.345703
	Iteration 28Q: 3 clusters Score -780008.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -780012.250000 Penalty: 4578.345703
	Iteration 29Q: 3 clusters Score -780012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -780014.062500 Penalty: 4578.345703
	Iteration 30Q: 3 clusters Score -780014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -780013.125000 Penalty: 4578.345703
	Iteration 31Q: 3 clusters Score -780013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -780013.687500 Penalty: 4578.345703
	Iteration 32Q: 3 clusters Score -780013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -780013.937500 Penalty: 4578.345703
	Iteration 33Q: 3 clusters Score -780013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -780017.000000 Penalty: 4578.345703
	Iteration 34Q: 3 clusters Score -780017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -780018.562500 Penalty: 4578.345703
	Iteration 35Q: 3 clusters Score -780018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -780021.375000 Penalty: 4578.345703
	Iteration 36Q: 3 clusters Score -780021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -780020.562500 Penalty: 4578.345703
	Iteration 37Q: 3 clusters Score -780020.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -780024.625000 Penalty: 4578.345703
	Iteration 38Q: 3 clusters Score -780024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -780027.750000 Penalty: 4578.345703
	Iteration 39Q: 3 clusters Score -780027.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -780030.937500 Penalty: 4578.345703
	Iteration 40F: 3 clusters Score -780030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -780033.125000 Penalty: 4578.345703
	Iteration 41Q: 3 clusters Score -780033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -780034.687500 Penalty: 4578.345703
	Iteration 42Q: 3 clusters Score -780034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -780038.687500 Penalty: 4578.345703
	Iteration 43Q: 3 clusters Score -780038.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -780039.000000 Penalty: 4578.345703
	Iteration 44Q: 3 clusters Score -780039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -780042.125000 Penalty: 4578.345703
	Iteration 45Q: 3 clusters Score -780042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -780045.562500 Penalty: 4578.345703
	Iteration 46Q: 3 clusters Score -780045.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -780048.562500 Penalty: 4578.345703
	Iteration 47Q: 3 clusters Score -780048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -780050.312500 Penalty: 4578.345703
	Iteration 48Q: 3 clusters Score -780050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -780051.375000 Penalty: 4578.345703
	Iteration 49Q: 3 clusters Score -780051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -780051.562500 Penalty: 4578.345703
	Iteration 50Q: 3 clusters Score -780051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -780053.000000 Penalty: 4578.345703
	Iteration 51Q: 3 clusters Score -780053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -780050.125000 Penalty: 4578.345703
	Iteration 52Q: 3 clusters Score -780050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -780054.812500 Penalty: 4578.345703
	Iteration 53Q: 3 clusters Score -780054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -780054.250000 Penalty: 4578.345703
	Iteration 54Q: 3 clusters Score -780054.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -780055.687500 Penalty: 4578.345703
	Iteration 55Q: 3 clusters Score -780055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -780056.000000 Penalty: 4578.345703
	Iteration 56Q: 3 clusters Score -780056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -780056.000000 Penalty: 4578.345703
	Iteration 57Q: 3 clusters Score -780056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -780056.000000 Penalty: 4578.345703
	Iteration 58F: 3 clusters Score -780056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Entering Unmasked Estep 
Score: -2955997.500000 Penalty: 2599.649658
	Iteration 0F: 2 clusters Score -2955998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2931718.250000 Penalty: 5199.299316
	Iteration 0F: 3 clusters Score -2931718 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2940716.250000 Penalty: 5199.299316
	Iteration 1F: 3 clusters Score -2940716 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2941309.000000 Penalty: 5199.299316
	Iteration 2Q: 3 clusters Score -2941309 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2941975.000000 Penalty: 5199.299316
	Iteration 3Q: 3 clusters Score -2941975 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2942767.500000 Penalty: 5199.299316
	Iteration 4Q: 3 clusters Score -2942768 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2943713.000000 Penalty: 5199.299316
	Iteration 5F: 3 clusters Score -2943713 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2944960.250000 Penalty: 5199.299316
	Iteration 6F: 3 clusters Score -2944960 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2946323.750000 Penalty: 5199.299316
	Iteration 7F: 3 clusters Score -2946324 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2947782.500000 Penalty: 5199.299316
	Iteration 8F: 3 clusters Score -2947782 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -2949021.250000 Penalty: 5199.299316
	Iteration 9Q: 3 clusters Score -2949021 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2949848.250000 Penalty: 5199.299316
	Iteration 10Q: 3 clusters Score -2949848 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -2950338.000000 Penalty: 5199.299316
	Iteration 11Q: 3 clusters Score -2950338 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2950676.750000 Penalty: 5199.299316
	Iteration 12Q: 3 clusters Score -2950677 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -2950936.500000 Penalty: 5199.299316
	Iteration 13Q: 3 clusters Score -2950936 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -2951192.000000 Penalty: 5199.299316
	Iteration 14Q: 3 clusters Score -2951192 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -2951434.000000 Penalty: 5199.299316
	Iteration 15Q: 3 clusters Score -2951434 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -2951673.000000 Penalty: 5199.299316
	Iteration 16Q: 3 clusters Score -2951673 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -2951907.500000 Penalty: 5199.299316
	Iteration 17Q: 3 clusters Score -2951908 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -2952142.750000 Penalty: 5199.299316
	Iteration 18Q: 3 clusters Score -2952143 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -2952374.500000 Penalty: 5199.299316
	Iteration 19Q: 3 clusters Score -2952374 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -2952553.750000 Penalty: 5199.299316
	Iteration 20F: 3 clusters Score -2952554 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -2952713.250000 Penalty: 5199.299316
	Iteration 21Q: 3 clusters Score -2952713 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -2952900.000000 Penalty: 5199.299316
	Iteration 22Q: 3 clusters Score -2952900 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -2953069.000000 Penalty: 5199.299316
	Iteration 23Q: 3 clusters Score -2953069 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -2953185.500000 Penalty: 5199.299316
	Iteration 24Q: 3 clusters Score -2953186 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -2953296.000000 Penalty: 5199.299316
	Iteration 25Q: 3 clusters Score -2953296 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -2953426.500000 Penalty: 5199.299316
	Iteration 26Q: 3 clusters Score -2953426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -2953518.500000 Penalty: 5199.299316
	Iteration 27Q: 3 clusters Score -2953518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -2953601.250000 Penalty: 5199.299316
	Iteration 28Q: 3 clusters Score -2953601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -2953656.750000 Penalty: 5199.299316
	Iteration 29Q: 3 clusters Score -2953657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -2953717.500000 Penalty: 5199.299316
	Iteration 30Q: 3 clusters Score -2953718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -2953757.500000 Penalty: 5199.299316
	Iteration 31Q: 3 clusters Score -2953758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -2953802.000000 Penalty: 5199.299316
	Iteration 32Q: 3 clusters Score -2953802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -2953840.250000 Penalty: 5199.299316
	Iteration 33Q: 3 clusters Score -2953840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -2953865.000000 Penalty: 5199.299316
	Iteration 34Q: 3 clusters Score -2953865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -2953877.250000 Penalty: 5199.299316
	Iteration 35Q: 3 clusters Score -2953877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -2953884.500000 Penalty: 5199.299316
	Iteration 36Q: 3 clusters Score -2953884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -2953889.250000 Penalty: 5199.299316
	Iteration 37Q: 3 clusters Score -2953889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -2953893.250000 Penalty: 5199.299316
	Iteration 38Q: 3 clusters Score -2953893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -2953896.000000 Penalty: 5199.299316
	Iteration 39Q: 3 clusters Score -2953896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -2953896.250000 Penalty: 5199.299316
	Iteration 40F: 3 clusters Score -2953896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -2953895.500000 Penalty: 5199.299316
	Iteration 41Q: 3 clusters Score -2953896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -2953897.500000 Penalty: 5199.299316
	Iteration 42Q: 3 clusters Score -2953898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -2953902.000000 Penalty: 5199.299316
	Iteration 43Q: 3 clusters Score -2953902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -2953897.750000 Penalty: 5199.299316
	Iteration 44Q: 3 clusters Score -2953898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2953898.000000 Penalty: 5199.299316
	Iteration 45Q: 3 clusters Score -2953898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -2953899.000000 Penalty: 5199.299316
	Iteration 46Q: 3 clusters Score -2953899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -2953900.000000 Penalty: 5199.299316
	Iteration 47Q: 3 clusters Score -2953900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -2953899.750000 Penalty: 5199.299316
	Iteration 48Q: 3 clusters Score -2953900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -2953899.250000 Penalty: 5199.299316
	Iteration 49Q: 3 clusters Score -2953899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -2953906.500000 Penalty: 5199.299316
	Iteration 50Q: 3 clusters Score -2953906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -2953911.000000 Penalty: 5199.299316
	Iteration 51Q: 3 clusters Score -2953911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2953915.250000 Penalty: 5199.299316
	Iteration 52Q: 3 clusters Score -2953915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -2953913.250000 Penalty: 5199.299316
	Iteration 53Q: 3 clusters Score -2953913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -2953915.500000 Penalty: 5199.299316
	Iteration 54Q: 3 clusters Score -2953916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -2953920.250000 Penalty: 5199.299316
	Iteration 55Q: 3 clusters Score -2953920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -2953916.250000 Penalty: 5199.299316
	Iteration 56Q: 3 clusters Score -2953916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -2953917.250000 Penalty: 5199.299316
	Iteration 57Q: 3 clusters Score -2953917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -2953919.500000 Penalty: 5199.299316
	Iteration 58Q: 3 clusters Score -2953920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -2953916.250000 Penalty: 5199.299316
	Iteration 59Q: 3 clusters Score -2953916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -2953920.500000 Penalty: 5199.299316
	Iteration 60F: 3 clusters Score -2953920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -2953922.250000 Penalty: 5199.299316
	Iteration 61Q: 3 clusters Score -2953922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -2953921.250000 Penalty: 5199.299316
	Iteration 62Q: 3 clusters Score -2953921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -2953921.250000 Penalty: 5199.299316
	Iteration 63F: 3 clusters Score -2953921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Entering Unmasked Estep 
Score: -1295346.375000 Penalty: 2407.784912
	Iteration 0F: 2 clusters Score -1295346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1283544.375000 Penalty: 4815.569824
	Iteration 0F: 3 clusters Score -1283544 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1287330.000000 Penalty: 4815.569824
	Iteration 1F: 3 clusters Score -1287330 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1287727.625000 Penalty: 4815.569824
	Iteration 2F: 3 clusters Score -1287728 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1288041.625000 Penalty: 4815.569824
	Iteration 3Q: 3 clusters Score -1288042 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1288345.750000 Penalty: 4815.569824
	Iteration 4Q: 3 clusters Score -1288346 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1288679.250000 Penalty: 4815.569824
	Iteration 5Q: 3 clusters Score -1288679 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1289121.500000 Penalty: 4815.569824
	Iteration 6Q: 3 clusters Score -1289122 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1289689.375000 Penalty: 4815.569824
	Iteration 7Q: 3 clusters Score -1289689 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1290295.750000 Penalty: 4815.569824
	Iteration 8Q: 3 clusters Score -1290296 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1290905.625000 Penalty: 4815.569824
	Iteration 9Q: 3 clusters Score -1290906 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1291453.750000 Penalty: 4815.569824
	Iteration 10Q: 3 clusters Score -1291454 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1291862.500000 Penalty: 4815.569824
	Iteration 11Q: 3 clusters Score -1291862 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1292214.250000 Penalty: 4815.569824
	Iteration 12Q: 3 clusters Score -1292214 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1292480.875000 Penalty: 4815.569824
	Iteration 13Q: 3 clusters Score -1292481 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1292673.750000 Penalty: 4815.569824
	Iteration 14Q: 3 clusters Score -1292674 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1292804.375000 Penalty: 4815.569824
	Iteration 15Q: 3 clusters Score -1292804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1292915.500000 Penalty: 4815.569824
	Iteration 16Q: 3 clusters Score -1292916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1292994.875000 Penalty: 4815.569824
	Iteration 17Q: 3 clusters Score -1292995 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1293054.375000 Penalty: 4815.569824
	Iteration 18Q: 3 clusters Score -1293054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1293106.375000 Penalty: 4815.569824
	Iteration 19Q: 3 clusters Score -1293106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1293146.125000 Penalty: 4815.569824
	Iteration 20F: 3 clusters Score -1293146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1293179.000000 Penalty: 4815.569824
	Iteration 21Q: 3 clusters Score -1293179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1293197.375000 Penalty: 4815.569824
	Iteration 22Q: 3 clusters Score -1293197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1293206.500000 Penalty: 4815.569824
	Iteration 23Q: 3 clusters Score -1293206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1293214.375000 Penalty: 4815.569824
	Iteration 24Q: 3 clusters Score -1293214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1293228.750000 Penalty: 4815.569824
	Iteration 25Q: 3 clusters Score -1293229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1293234.750000 Penalty: 4815.569824
	Iteration 26Q: 3 clusters Score -1293235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1293244.500000 Penalty: 4815.569824
	Iteration 27Q: 3 clusters Score -1293244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1293246.375000 Penalty: 4815.569824
	Iteration 28Q: 3 clusters Score -1293246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1293248.750000 Penalty: 4815.569824
	Iteration 29Q: 3 clusters Score -1293249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1293253.875000 Penalty: 4815.569824
	Iteration 30Q: 3 clusters Score -1293254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1293259.000000 Penalty: 4815.569824
	Iteration 31Q: 3 clusters Score -1293259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1293257.625000 Penalty: 4815.569824
	Iteration 32Q: 3 clusters Score -1293258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1293261.625000 Penalty: 4815.569824
	Iteration 33Q: 3 clusters Score -1293262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1293264.375000 Penalty: 4815.569824
	Iteration 34Q: 3 clusters Score -1293264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1293267.750000 Penalty: 4815.569824
	Iteration 35Q: 3 clusters Score -1293268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1293269.625000 Penalty: 4815.569824
	Iteration 36Q: 3 clusters Score -1293270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1293277.250000 Penalty: 4815.569824
	Iteration 37Q: 3 clusters Score -1293277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1293281.625000 Penalty: 4815.569824
	Iteration 38Q: 3 clusters Score -1293282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1293284.500000 Penalty: 4815.569824
	Iteration 39Q: 3 clusters Score -1293284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1293285.375000 Penalty: 4815.569824
	Iteration 40F: 3 clusters Score -1293285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1293288.250000 Penalty: 4815.569824
	Iteration 41Q: 3 clusters Score -1293288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1293292.750000 Penalty: 4815.569824
	Iteration 42Q: 3 clusters Score -1293293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1293295.375000 Penalty: 4815.569824
	Iteration 43Q: 3 clusters Score -1293295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1293301.000000 Penalty: 4815.569824
	Iteration 44Q: 3 clusters Score -1293301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1293299.500000 Penalty: 4815.569824
	Iteration 45Q: 3 clusters Score -1293300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1293303.000000 Penalty: 4815.569824
	Iteration 46Q: 3 clusters Score -1293303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1293305.625000 Penalty: 4815.569824
	Iteration 47Q: 3 clusters Score -1293306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1293305.000000 Penalty: 4815.569824
	Iteration 48Q: 3 clusters Score -1293305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1293306.250000 Penalty: 4815.569824
	Iteration 49Q: 3 clusters Score -1293306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1293306.250000 Penalty: 4815.569824
	Iteration 50F: 3 clusters Score -1293306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Entering Unmasked Estep 
Score: -1416314.500000 Penalty: 2431.323242
	Iteration 0F: 2 clusters Score -1416314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1403438.375000 Penalty: 4862.646484
	Iteration 0F: 3 clusters Score -1403438 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1407916.625000 Penalty: 4862.646484
	Iteration 1F: 3 clusters Score -1407917 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1408719.375000 Penalty: 4862.646484
	Iteration 2F: 3 clusters Score -1408719 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1409693.750000 Penalty: 4862.646484
	Iteration 3F: 3 clusters Score -1409694 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1410682.500000 Penalty: 4862.646484
	Iteration 4F: 3 clusters Score -1410682 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1411563.750000 Penalty: 4862.646484
	Iteration 5F: 3 clusters Score -1411564 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1412303.250000 Penalty: 4862.646484
	Iteration 6F: 3 clusters Score -1412303 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1412937.000000 Penalty: 4862.646484
	Iteration 7F: 3 clusters Score -1412937 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1413379.750000 Penalty: 4862.646484
	Iteration 8Q: 3 clusters Score -1413380 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1413808.875000 Penalty: 4862.646484
	Iteration 9Q: 3 clusters Score -1413809 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1414196.625000 Penalty: 4862.646484
	Iteration 10Q: 3 clusters Score -1414197 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1414532.625000 Penalty: 4862.646484
	Iteration 11Q: 3 clusters Score -1414533 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1414769.375000 Penalty: 4862.646484
	Iteration 12Q: 3 clusters Score -1414769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1414890.250000 Penalty: 4862.646484
	Iteration 13Q: 3 clusters Score -1414890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1414965.125000 Penalty: 4862.646484
	Iteration 14Q: 3 clusters Score -1414965 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1415034.625000 Penalty: 4862.646484
	Iteration 15Q: 3 clusters Score -1415035 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1415070.500000 Penalty: 4862.646484
	Iteration 16Q: 3 clusters Score -1415070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1415088.000000 Penalty: 4862.646484
	Iteration 17Q: 3 clusters Score -1415088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1415101.500000 Penalty: 4862.646484
	Iteration 18Q: 3 clusters Score -1415102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1415109.000000 Penalty: 4862.646484
	Iteration 19Q: 3 clusters Score -1415109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1415115.875000 Penalty: 4862.646484
	Iteration 20F: 3 clusters Score -1415116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1415121.875000 Penalty: 4862.646484
	Iteration 21Q: 3 clusters Score -1415122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1415129.000000 Penalty: 4862.646484
	Iteration 22Q: 3 clusters Score -1415129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1415127.250000 Penalty: 4862.646484
	Iteration 23Q: 3 clusters Score -1415127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1415132.250000 Penalty: 4862.646484
	Iteration 24Q: 3 clusters Score -1415132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1415138.875000 Penalty: 4862.646484
	Iteration 25Q: 3 clusters Score -1415139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1415135.500000 Penalty: 4862.646484
	Iteration 26Q: 3 clusters Score -1415136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1415137.750000 Penalty: 4862.646484
	Iteration 27Q: 3 clusters Score -1415138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1415142.125000 Penalty: 4862.646484
	Iteration 28Q: 3 clusters Score -1415142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1415145.000000 Penalty: 4862.646484
	Iteration 29Q: 3 clusters Score -1415145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1415145.250000 Penalty: 4862.646484
	Iteration 30Q: 3 clusters Score -1415145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1415148.000000 Penalty: 4862.646484
	Iteration 31Q: 3 clusters Score -1415148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1415147.500000 Penalty: 4862.646484
	Iteration 32Q: 3 clusters Score -1415148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1415148.375000 Penalty: 4862.646484
	Iteration 33Q: 3 clusters Score -1415148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1415148.000000 Penalty: 4862.646484
	Iteration 34Q: 3 clusters Score -1415148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1415148.000000 Penalty: 4862.646484
	Iteration 35F: 3 clusters Score -1415148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (852264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852264 members 
Entering Unmasked Estep 
Score: -68795144.000000 Penalty: 3386.601807
	Iteration 0F: 2 clusters Score -6.879514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426816 members 
Mstep: Class 2 contains 425448 members 
Entering Unmasked Estep 
Score: -68226144.000000 Penalty: 6773.203613
	Iteration 0F: 3 clusters Score -6.822614e+07 nChanged 417558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455788 members 
Mstep: Class 2 contains 396476 members 
Entering Unmasked Estep 
Score: -68481120.000000 Penalty: 6773.203613
	Iteration 1F: 3 clusters Score -6.848112e+07 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475015 members 
Mstep: Class 2 contains 377249 members 
Entering Unmasked Estep 
Score: -68487032.000000 Penalty: 6773.203613
	Iteration 2Q: 3 clusters Score -6.848703e+07 nChanged 33583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505820 members 
Mstep: Class 2 contains 346444 members 
Entering Unmasked Estep 
Score: -68498896.000000 Penalty: 6773.203613
	Iteration 3Q: 3 clusters Score -6.84989e+07 nChanged 49955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553801 members 
Mstep: Class 2 contains 298463 members 
Entering Unmasked Estep 
Score: -68525064.000000 Penalty: 6773.203613
	Iteration 4F: 3 clusters Score -6.852506e+07 nChanged 69331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621536 members 
Mstep: Class 2 contains 230728 members 
Entering Unmasked Estep 
Score: -68574104.000000 Penalty: 6773.203613
	Iteration 5F: 3 clusters Score -6.85741e+07 nChanged 82794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703116 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -68649416.000000 Penalty: 6773.203613
	Iteration 6F: 3 clusters Score -6.864942e+07 nChanged 75167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777677 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -68722776.000000 Penalty: 6773.203613
	Iteration 7F: 3 clusters Score -6.872278e+07 nChanged 45566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823155 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -68766592.000000 Penalty: 6773.203613
	Iteration 8F: 3 clusters Score -6.876659e+07 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842029 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -68783448.000000 Penalty: 6773.203613
	Iteration 9Q: 3 clusters Score -6.878345e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847946 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -68789192.000000 Penalty: 6773.203613
	Iteration 10Q: 3 clusters Score -6.878919e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849424 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -68791680.000000 Penalty: 6773.203613
	Iteration 11Q: 3 clusters Score -6.879168e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849492 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -68792728.000000 Penalty: 6773.203613
	Iteration 12Q: 3 clusters Score -6.879273e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849179 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -68793304.000000 Penalty: 6773.203613
	Iteration 13Q: 3 clusters Score -6.87933e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848865 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -68793552.000000 Penalty: 6773.203613
	Iteration 14Q: 3 clusters Score -6.879355e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848620 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -68793672.000000 Penalty: 6773.203613
	Iteration 15Q: 3 clusters Score -6.879367e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848398 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -68793840.000000 Penalty: 6773.203613
	Iteration 16Q: 3 clusters Score -6.879384e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848238 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -68793880.000000 Penalty: 6773.203613
	Iteration 17Q: 3 clusters Score -6.879388e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848079 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -68793896.000000 Penalty: 6773.203613
	Iteration 18Q: 3 clusters Score -6.87939e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847919 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -68793864.000000 Penalty: 6773.203613
	Iteration 19Q: 3 clusters Score -6.879386e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847768 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -68793960.000000 Penalty: 6773.203613
	Iteration 20F: 3 clusters Score -6.879396e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847645 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -68793928.000000 Penalty: 6773.203613
	Iteration 21Q: 3 clusters Score -6.879393e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847529 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -68793920.000000 Penalty: 6773.203613
	Iteration 22Q: 3 clusters Score -6.879392e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847424 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -68793888.000000 Penalty: 6773.203613
	Iteration 23Q: 3 clusters Score -6.879389e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847334 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -68793880.000000 Penalty: 6773.203613
	Iteration 24Q: 3 clusters Score -6.879388e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847257 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -68793904.000000 Penalty: 6773.203613
	Iteration 25Q: 3 clusters Score -6.87939e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847186 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -68793968.000000 Penalty: 6773.203613
	Iteration 26Q: 3 clusters Score -6.879397e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847121 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -68793976.000000 Penalty: 6773.203613
	Iteration 27Q: 3 clusters Score -6.879398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847074 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -68793952.000000 Penalty: 6773.203613
	Iteration 28Q: 3 clusters Score -6.879395e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847035 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -68793976.000000 Penalty: 6773.203613
	Iteration 29Q: 3 clusters Score -6.879398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846995 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -68793936.000000 Penalty: 6773.203613
	Iteration 30Q: 3 clusters Score -6.879394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846959 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -68793984.000000 Penalty: 6773.203613
	Iteration 31Q: 3 clusters Score -6.879398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846921 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -68794016.000000 Penalty: 6773.203613
	Iteration 32Q: 3 clusters Score -6.879402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846887 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -68794080.000000 Penalty: 6773.203613
	Iteration 33Q: 3 clusters Score -6.879408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846856 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -68794088.000000 Penalty: 6773.203613
	Iteration 34Q: 3 clusters Score -6.879409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846827 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -68794112.000000 Penalty: 6773.203613
	Iteration 35Q: 3 clusters Score -6.879411e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846794 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -68794096.000000 Penalty: 6773.203613
	Iteration 36Q: 3 clusters Score -6.87941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846764 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -68794152.000000 Penalty: 6773.203613
	Iteration 37Q: 3 clusters Score -6.879415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846730 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -68794160.000000 Penalty: 6773.203613
	Iteration 38Q: 3 clusters Score -6.879416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846704 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -68794144.000000 Penalty: 6773.203613
	Iteration 39Q: 3 clusters Score -6.879414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846691 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -68794136.000000 Penalty: 6773.203613
	Iteration 40F: 3 clusters Score -6.879414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846674 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -68794112.000000 Penalty: 6773.203613
	Iteration 41Q: 3 clusters Score -6.879411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846658 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -68794064.000000 Penalty: 6773.203613
	Iteration 42Q: 3 clusters Score -6.879406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846641 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -68794088.000000 Penalty: 6773.203613
	Iteration 43Q: 3 clusters Score -6.879409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846625 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -68794104.000000 Penalty: 6773.203613
	Iteration 44Q: 3 clusters Score -6.87941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846611 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -68794048.000000 Penalty: 6773.203613
	Iteration 45Q: 3 clusters Score -6.879405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846600 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -68794096.000000 Penalty: 6773.203613
	Iteration 46Q: 3 clusters Score -6.87941e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846579 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -68794072.000000 Penalty: 6773.203613
	Iteration 47Q: 3 clusters Score -6.879407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846564 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -68794032.000000 Penalty: 6773.203613
	Iteration 48Q: 3 clusters Score -6.879403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846546 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -68794064.000000 Penalty: 6773.203613
	Iteration 49Q: 3 clusters Score -6.879406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846520 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -68794088.000000 Penalty: 6773.203613
	Iteration 50Q: 3 clusters Score -6.879409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846503 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -68794104.000000 Penalty: 6773.203613
	Iteration 51Q: 3 clusters Score -6.87941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846489 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -68794064.000000 Penalty: 6773.203613
	Iteration 52Q: 3 clusters Score -6.879406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846474 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -68794072.000000 Penalty: 6773.203613
	Iteration 53Q: 3 clusters Score -6.879407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846457 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -68794080.000000 Penalty: 6773.203613
	Iteration 54Q: 3 clusters Score -6.879408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846444 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -68794136.000000 Penalty: 6773.203613
	Iteration 55Q: 3 clusters Score -6.879414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846436 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -68794104.000000 Penalty: 6773.203613
	Iteration 56Q: 3 clusters Score -6.87941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846430 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -68794128.000000 Penalty: 6773.203613
	Iteration 57Q: 3 clusters Score -6.879413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846425 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -68794136.000000 Penalty: 6773.203613
	Iteration 58Q: 3 clusters Score -6.879414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846423 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -68794136.000000 Penalty: 6773.203613
	Iteration 59Q: 3 clusters Score -6.879414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846419 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -68794104.000000 Penalty: 6773.203613
	Iteration 60F: 3 clusters Score -6.87941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846411 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -68794112.000000 Penalty: 6773.203613
	Iteration 61Q: 3 clusters Score -6.879411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846406 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -68794104.000000 Penalty: 6773.203613
	Iteration 62Q: 3 clusters Score -6.87941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846392 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -68794056.000000 Penalty: 6773.203613
	Iteration 63Q: 3 clusters Score -6.879406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846382 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -68794112.000000 Penalty: 6773.203613
	Iteration 64Q: 3 clusters Score -6.879411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846368 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -68794112.000000 Penalty: 6773.203613
	Iteration 65Q: 3 clusters Score -6.879411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846357 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -68794144.000000 Penalty: 6773.203613
	Iteration 66Q: 3 clusters Score -6.879414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846344 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -68794176.000000 Penalty: 6773.203613
	Iteration 67Q: 3 clusters Score -6.879418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846330 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -68794168.000000 Penalty: 6773.203613
	Iteration 68Q: 3 clusters Score -6.879417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846313 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -68794144.000000 Penalty: 6773.203613
	Iteration 69Q: 3 clusters Score -6.879414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846293 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -68794216.000000 Penalty: 6773.203613
	Iteration 70Q: 3 clusters Score -6.879422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846271 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -68794264.000000 Penalty: 6773.203613
	Iteration 71Q: 3 clusters Score -6.879426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846258 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -68794264.000000 Penalty: 6773.203613
	Iteration 72Q: 3 clusters Score -6.879426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846248 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -68794240.000000 Penalty: 6773.203613
	Iteration 73Q: 3 clusters Score -6.879424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846241 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -68794240.000000 Penalty: 6773.203613
	Iteration 74Q: 3 clusters Score -6.879424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846235 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -68794256.000000 Penalty: 6773.203613
	Iteration 75Q: 3 clusters Score -6.879426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846234 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -68794248.000000 Penalty: 6773.203613
	Iteration 76Q: 3 clusters Score -6.879425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846229 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -68794264.000000 Penalty: 6773.203613
	Iteration 77Q: 3 clusters Score -6.879426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846226 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -68794280.000000 Penalty: 6773.203613
	Iteration 78Q: 3 clusters Score -6.879428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846225 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -68794280.000000 Penalty: 6773.203613
	Iteration 79Q: 3 clusters Score -6.879428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846225 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -68794280.000000 Penalty: 6773.203613
	Iteration 80F: 3 clusters Score -6.879428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Entering Unmasked Estep 
Score: -4253182.500000 Penalty: 2691.313477
	Iteration 0F: 2 clusters Score -4253182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4218300.000000 Penalty: 5382.626953
	Iteration 0F: 3 clusters Score -4218300 nChanged 23853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4231572.000000 Penalty: 5382.626953
	Iteration 1F: 3 clusters Score -4231572 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -4232193.500000 Penalty: 5382.626953
	Iteration 2Q: 3 clusters Score -4232194 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4232875.000000 Penalty: 5382.626953
	Iteration 3Q: 3 clusters Score -4232875 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4233813.000000 Penalty: 5382.626953
	Iteration 4Q: 3 clusters Score -4233813 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4235032.000000 Penalty: 5382.626953
	Iteration 5Q: 3 clusters Score -4235032 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4236728.500000 Penalty: 5382.626953
	Iteration 6F: 3 clusters Score -4236728 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4238938.000000 Penalty: 5382.626953
	Iteration 7F: 3 clusters Score -4238938 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -4241485.000000 Penalty: 5382.626953
	Iteration 8F: 3 clusters Score -4241485 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4243929.000000 Penalty: 5382.626953
	Iteration 9F: 3 clusters Score -4243929 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -4246072.000000 Penalty: 5382.626953
	Iteration 10Q: 3 clusters Score -4246072 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4247602.500000 Penalty: 5382.626953
	Iteration 11Q: 3 clusters Score -4247602 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4248613.500000 Penalty: 5382.626953
	Iteration 12Q: 3 clusters Score -4248614 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4249260.000000 Penalty: 5382.626953
	Iteration 13Q: 3 clusters Score -4249260 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4249762.000000 Penalty: 5382.626953
	Iteration 14Q: 3 clusters Score -4249762 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4250100.000000 Penalty: 5382.626953
	Iteration 15Q: 3 clusters Score -4250100 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4250348.500000 Penalty: 5382.626953
	Iteration 16Q: 3 clusters Score -4250348 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4250516.500000 Penalty: 5382.626953
	Iteration 17Q: 3 clusters Score -4250516 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4250605.500000 Penalty: 5382.626953
	Iteration 18Q: 3 clusters Score -4250606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4250686.500000 Penalty: 5382.626953
	Iteration 19Q: 3 clusters Score -4250686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4250751.000000 Penalty: 5382.626953
	Iteration 20F: 3 clusters Score -4250751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4250782.000000 Penalty: 5382.626953
	Iteration 21Q: 3 clusters Score -4250782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4250824.500000 Penalty: 5382.626953
	Iteration 22Q: 3 clusters Score -4250824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4250850.500000 Penalty: 5382.626953
	Iteration 23Q: 3 clusters Score -4250850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4250869.000000 Penalty: 5382.626953
	Iteration 24Q: 3 clusters Score -4250869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4250869.500000 Penalty: 5382.626953
	Iteration 25Q: 3 clusters Score -4250870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4250877.000000 Penalty: 5382.626953
	Iteration 26Q: 3 clusters Score -4250877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4250885.000000 Penalty: 5382.626953
	Iteration 27Q: 3 clusters Score -4250885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4250891.500000 Penalty: 5382.626953
	Iteration 28Q: 3 clusters Score -4250892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4250900.000000 Penalty: 5382.626953
	Iteration 29Q: 3 clusters Score -4250900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4250905.500000 Penalty: 5382.626953
	Iteration 30Q: 3 clusters Score -4250906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4250910.000000 Penalty: 5382.626953
	Iteration 31Q: 3 clusters Score -4250910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4250909.000000 Penalty: 5382.626953
	Iteration 32Q: 3 clusters Score -4250909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4250912.000000 Penalty: 5382.626953
	Iteration 33Q: 3 clusters Score -4250912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4250908.000000 Penalty: 5382.626953
	Iteration 34Q: 3 clusters Score -4250908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4250908.000000 Penalty: 5382.626953
	Iteration 35F: 3 clusters Score -4250908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -350046.437500 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -350046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -345832.093750 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -345832.1 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -346785.937500 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -346785.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -346984.843750 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -346984.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -347092.875000 Penalty: 4169.838379
	Iteration 3Q: 3 clusters Score -347092.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -347156.687500 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -347156.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -347195.375000 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -347195.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -347229.250000 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -347229.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -347257.250000 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -347257.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -347277.250000 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -347277.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -347292.187500 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -347292.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -347305.343750 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -347305.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -347320.343750 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -347320.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -347330.750000 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -347330.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -347339.562500 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -347339.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -347349.281250 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -347349.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -347356.343750 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -347356.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -347364.000000 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -347364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -347373.093750 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -347373.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -347381.000000 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -347381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -347391.156250 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -347391.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -347402.906250 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -347402.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -347414.812500 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -347414.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -347426.343750 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -347426.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -347437.312500 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -347437.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -347445.843750 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -347445.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -347452.968750 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -347453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -347457.937500 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -347457.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -347464.812500 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -347464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -347469.406250 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -347469.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347475.406250 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -347475.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -347484.593750 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -347484.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -347492.156250 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -347492.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347499.343750 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -347499.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -347505.218750 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -347505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -347511.843750 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -347511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -347518.375000 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -347518.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -347527.625000 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -347527.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -347538.687500 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -347538.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -347548.812500 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -347548.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -347557.343750 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -347557.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -347564.625000 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -347564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -347574.312500 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -347574.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -347589.687500 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -347589.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -347606.156250 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -347606.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -347618.437500 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -347618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347633.437500 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -347633.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -347651.156250 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -347651.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -347672.968750 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -347673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -347705.531250 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -347705.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -347731.562500 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -347731.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -347767.437500 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -347767.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -347809.062500 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -347809.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -347864.500000 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -347864.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -347927.843750 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -347927.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -347975.312500 Penalty: 4169.838379
	Iteration 54Q: 3 clusters Score -347975.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -348011.406250 Penalty: 4169.838379
	Iteration 55Q: 3 clusters Score -348011.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -348035.031250 Penalty: 4169.838379
	Iteration 56Q: 3 clusters Score -348035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -348057.000000 Penalty: 4169.838379
	Iteration 57Q: 3 clusters Score -348057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -348077.875000 Penalty: 4169.838379
	Iteration 58Q: 3 clusters Score -348077.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -348101.781250 Penalty: 4169.838379
	Iteration 59Q: 3 clusters Score -348101.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -348124.843750 Penalty: 4169.838379
	Iteration 60F: 3 clusters Score -348124.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -348132.500000 Penalty: 4169.838379
	Iteration 61Q: 3 clusters Score -348132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -348140.500000 Penalty: 4169.838379
	Iteration 62Q: 3 clusters Score -348140.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -348147.718750 Penalty: 4169.838379
	Iteration 63Q: 3 clusters Score -348147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -348156.375000 Penalty: 4169.838379
	Iteration 64Q: 3 clusters Score -348156.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -348166.812500 Penalty: 4169.838379
	Iteration 65Q: 3 clusters Score -348166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -348175.375000 Penalty: 4169.838379
	Iteration 66Q: 3 clusters Score -348175.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -348182.562500 Penalty: 4169.838379
	Iteration 67Q: 3 clusters Score -348182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -348185.968750 Penalty: 4169.838379
	Iteration 68Q: 3 clusters Score -348186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -348193.375000 Penalty: 4169.838379
	Iteration 69Q: 3 clusters Score -348193.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -348201.437500 Penalty: 4169.838379
	Iteration 70Q: 3 clusters Score -348201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -348205.875000 Penalty: 4169.838379
	Iteration 71Q: 3 clusters Score -348205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -348209.718750 Penalty: 4169.838379
	Iteration 72Q: 3 clusters Score -348209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -348216.156250 Penalty: 4169.838379
	Iteration 73Q: 3 clusters Score -348216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -348221.656250 Penalty: 4169.838379
	Iteration 74Q: 3 clusters Score -348221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -348225.750000 Penalty: 4169.838379
	Iteration 75Q: 3 clusters Score -348225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -348228.531250 Penalty: 4169.838379
	Iteration 76Q: 3 clusters Score -348228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -348230.375000 Penalty: 4169.838379
	Iteration 77Q: 3 clusters Score -348230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -348232.218750 Penalty: 4169.838379
	Iteration 78Q: 3 clusters Score -348232.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -348234.562500 Penalty: 4169.838379
	Iteration 79Q: 3 clusters Score -348234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -348234.562500 Penalty: 4169.838379
	Iteration 80F: 3 clusters Score -348234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Entering Unmasked Estep 
Score: -8080998.500000 Penalty: 2850.986084
	Iteration 0F: 2 clusters Score -8080998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -8015311.000000 Penalty: 5701.972168
	Iteration 0F: 3 clusters Score -8015311 nChanged 46257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -8041546.000000 Penalty: 5701.972168
	Iteration 1F: 3 clusters Score -8041546 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -8042185.500000 Penalty: 5701.972168
	Iteration 2Q: 3 clusters Score -8042186 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -8042608.000000 Penalty: 5701.972168
	Iteration 3Q: 3 clusters Score -8042608 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8043221.500000 Penalty: 5701.972168
	Iteration 4Q: 3 clusters Score -8043222 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8043879.000000 Penalty: 5701.972168
	Iteration 5Q: 3 clusters Score -8043879 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8044931.500000 Penalty: 5701.972168
	Iteration 6Q: 3 clusters Score -8044932 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -8046644.000000 Penalty: 5701.972168
	Iteration 7Q: 3 clusters Score -8046644 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8049803.500000 Penalty: 5701.972168
	Iteration 8F: 3 clusters Score -8049804 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -8054919.000000 Penalty: 5701.972168
	Iteration 9F: 3 clusters Score -8054919 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -8061753.500000 Penalty: 5701.972168
	Iteration 10F: 3 clusters Score -8061754 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -8068405.000000 Penalty: 5701.972168
	Iteration 11F: 3 clusters Score -8068405 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -8073148.000000 Penalty: 5701.972168
	Iteration 12Q: 3 clusters Score -8073148 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -8075814.500000 Penalty: 5701.972168
	Iteration 13Q: 3 clusters Score -8075814 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -8077123.500000 Penalty: 5701.972168
	Iteration 14Q: 3 clusters Score -8077124 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -8077780.500000 Penalty: 5701.972168
	Iteration 15Q: 3 clusters Score -8077780 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -8078199.500000 Penalty: 5701.972168
	Iteration 16Q: 3 clusters Score -8078200 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8078488.000000 Penalty: 5701.972168
	Iteration 17Q: 3 clusters Score -8078488 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94675 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8078655.000000 Penalty: 5701.972168
	Iteration 18Q: 3 clusters Score -8078655 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8078803.000000 Penalty: 5701.972168
	Iteration 19Q: 3 clusters Score -8078803 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8078904.000000 Penalty: 5701.972168
	Iteration 20F: 3 clusters Score -8078904 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8078967.000000 Penalty: 5701.972168
	Iteration 21Q: 3 clusters Score -8078967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8079014.500000 Penalty: 5701.972168
	Iteration 22Q: 3 clusters Score -8079014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8079067.000000 Penalty: 5701.972168
	Iteration 23Q: 3 clusters Score -8079067 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8079104.500000 Penalty: 5701.972168
	Iteration 24Q: 3 clusters Score -8079104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8079147.500000 Penalty: 5701.972168
	Iteration 25Q: 3 clusters Score -8079148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8079154.500000 Penalty: 5701.972168
	Iteration 26Q: 3 clusters Score -8079154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8079169.000000 Penalty: 5701.972168
	Iteration 27Q: 3 clusters Score -8079169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8079178.500000 Penalty: 5701.972168
	Iteration 28Q: 3 clusters Score -8079178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8079184.500000 Penalty: 5701.972168
	Iteration 29Q: 3 clusters Score -8079184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95961 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8079199.500000 Penalty: 5701.972168
	Iteration 30Q: 3 clusters Score -8079200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8079210.500000 Penalty: 5701.972168
	Iteration 31Q: 3 clusters Score -8079210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8079210.500000 Penalty: 5701.972168
	Iteration 32Q: 3 clusters Score -8079210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8079210.000000 Penalty: 5701.972168
	Iteration 33Q: 3 clusters Score -8079210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96070 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8079218.500000 Penalty: 5701.972168
	Iteration 34Q: 3 clusters Score -8079218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8079219.500000 Penalty: 5701.972168
	Iteration 35Q: 3 clusters Score -8079220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8079224.500000 Penalty: 5701.972168
	Iteration 36Q: 3 clusters Score -8079224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8079239.500000 Penalty: 5701.972168
	Iteration 37Q: 3 clusters Score -8079240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8079240.500000 Penalty: 5701.972168
	Iteration 38Q: 3 clusters Score -8079240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8079238.000000 Penalty: 5701.972168
	Iteration 39Q: 3 clusters Score -8079238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8079242.500000 Penalty: 5701.972168
	Iteration 40F: 3 clusters Score -8079242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8079241.000000 Penalty: 5701.972168
	Iteration 41Q: 3 clusters Score -8079241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8079249.500000 Penalty: 5701.972168
	Iteration 42Q: 3 clusters Score -8079250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8079246.500000 Penalty: 5701.972168
	Iteration 43Q: 3 clusters Score -8079246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8079249.500000 Penalty: 5701.972168
	Iteration 44Q: 3 clusters Score -8079250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8079249.500000 Penalty: 5701.972168
	Iteration 45Q: 3 clusters Score -8079250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8079249.500000 Penalty: 5701.972168
	Iteration 46F: 3 clusters Score -8079250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Entering Unmasked Estep 
Score: -1542649.500000 Penalty: 2450.306885
	Iteration 0F: 2 clusters Score -1542650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1528873.750000 Penalty: 4900.613770
	Iteration 0F: 3 clusters Score -1528874 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1533695.250000 Penalty: 4900.613770
	Iteration 1F: 3 clusters Score -1533695 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1534503.000000 Penalty: 4900.613770
	Iteration 2F: 3 clusters Score -1534503 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1535399.250000 Penalty: 4900.613770
	Iteration 3F: 3 clusters Score -1535399 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1536362.250000 Penalty: 4900.613770
	Iteration 4F: 3 clusters Score -1536362 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1537245.625000 Penalty: 4900.613770
	Iteration 5F: 3 clusters Score -1537246 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1537962.250000 Penalty: 4900.613770
	Iteration 6F: 3 clusters Score -1537962 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1538585.750000 Penalty: 4900.613770
	Iteration 7F: 3 clusters Score -1538586 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1539091.000000 Penalty: 4900.613770
	Iteration 8Q: 3 clusters Score -1539091 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1539515.125000 Penalty: 4900.613770
	Iteration 9Q: 3 clusters Score -1539515 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1539856.375000 Penalty: 4900.613770
	Iteration 10Q: 3 clusters Score -1539856 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1540146.625000 Penalty: 4900.613770
	Iteration 11Q: 3 clusters Score -1540147 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1540334.875000 Penalty: 4900.613770
	Iteration 12Q: 3 clusters Score -1540335 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1540473.250000 Penalty: 4900.613770
	Iteration 13Q: 3 clusters Score -1540473 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1540601.625000 Penalty: 4900.613770
	Iteration 14Q: 3 clusters Score -1540602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1540708.750000 Penalty: 4900.613770
	Iteration 15Q: 3 clusters Score -1540709 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1540795.000000 Penalty: 4900.613770
	Iteration 16Q: 3 clusters Score -1540795 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1540873.250000 Penalty: 4900.613770
	Iteration 17Q: 3 clusters Score -1540873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1540957.750000 Penalty: 4900.613770
	Iteration 18Q: 3 clusters Score -1540958 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1541034.250000 Penalty: 4900.613770
	Iteration 19Q: 3 clusters Score -1541034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1541120.000000 Penalty: 4900.613770
	Iteration 20F: 3 clusters Score -1541120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1541202.625000 Penalty: 4900.613770
	Iteration 21Q: 3 clusters Score -1541203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1541272.125000 Penalty: 4900.613770
	Iteration 22Q: 3 clusters Score -1541272 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1541341.000000 Penalty: 4900.613770
	Iteration 23Q: 3 clusters Score -1541341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1541378.625000 Penalty: 4900.613770
	Iteration 24Q: 3 clusters Score -1541379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1541406.375000 Penalty: 4900.613770
	Iteration 25Q: 3 clusters Score -1541406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1541427.625000 Penalty: 4900.613770
	Iteration 26Q: 3 clusters Score -1541428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1541439.500000 Penalty: 4900.613770
	Iteration 27Q: 3 clusters Score -1541440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1541454.500000 Penalty: 4900.613770
	Iteration 28Q: 3 clusters Score -1541454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1541466.250000 Penalty: 4900.613770
	Iteration 29Q: 3 clusters Score -1541466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1541470.875000 Penalty: 4900.613770
	Iteration 30Q: 3 clusters Score -1541471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1541481.875000 Penalty: 4900.613770
	Iteration 31Q: 3 clusters Score -1541482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1541483.625000 Penalty: 4900.613770
	Iteration 32Q: 3 clusters Score -1541484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1541488.000000 Penalty: 4900.613770
	Iteration 33Q: 3 clusters Score -1541488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1541491.750000 Penalty: 4900.613770
	Iteration 34Q: 3 clusters Score -1541492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1541503.625000 Penalty: 4900.613770
	Iteration 35Q: 3 clusters Score -1541504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1541503.875000 Penalty: 4900.613770
	Iteration 36Q: 3 clusters Score -1541504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1541505.750000 Penalty: 4900.613770
	Iteration 37Q: 3 clusters Score -1541506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1541505.125000 Penalty: 4900.613770
	Iteration 38Q: 3 clusters Score -1541505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1541505.125000 Penalty: 4900.613770
	Iteration 39F: 3 clusters Score -1541505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Entering Unmasked Estep 
Score: -1607451.875000 Penalty: 2459.390381
	Iteration 0F: 2 clusters Score -1607452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1593187.375000 Penalty: 4918.780762
	Iteration 0F: 3 clusters Score -1593187 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1597959.875000 Penalty: 4918.780762
	Iteration 1F: 3 clusters Score -1597960 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1598458.000000 Penalty: 4918.780762
	Iteration 2F: 3 clusters Score -1598458 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1598966.500000 Penalty: 4918.780762
	Iteration 3F: 3 clusters Score -1598966 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1599675.750000 Penalty: 4918.780762
	Iteration 4F: 3 clusters Score -1599676 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1600665.875000 Penalty: 4918.780762
	Iteration 5F: 3 clusters Score -1600666 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1601922.125000 Penalty: 4918.780762
	Iteration 6F: 3 clusters Score -1601922 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1603230.750000 Penalty: 4918.780762
	Iteration 7F: 3 clusters Score -1603231 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1604207.750000 Penalty: 4918.780762
	Iteration 8F: 3 clusters Score -1604208 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1604766.125000 Penalty: 4918.780762
	Iteration 9Q: 3 clusters Score -1604766 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1605081.875000 Penalty: 4918.780762
	Iteration 10Q: 3 clusters Score -1605082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1605249.000000 Penalty: 4918.780762
	Iteration 11Q: 3 clusters Score -1605249 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1605340.875000 Penalty: 4918.780762
	Iteration 12Q: 3 clusters Score -1605341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -1605393.000000 Penalty: 4918.780762
	Iteration 13Q: 3 clusters Score -1605393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1605433.750000 Penalty: 4918.780762
	Iteration 14Q: 3 clusters Score -1605434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -1605467.625000 Penalty: 4918.780762
	Iteration 15Q: 3 clusters Score -1605468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1605490.875000 Penalty: 4918.780762
	Iteration 16Q: 3 clusters Score -1605491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1605507.125000 Penalty: 4918.780762
	Iteration 17Q: 3 clusters Score -1605507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1605511.250000 Penalty: 4918.780762
	Iteration 18Q: 3 clusters Score -1605511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1605509.375000 Penalty: 4918.780762
	Iteration 19Q: 3 clusters Score -1605509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1605516.000000 Penalty: 4918.780762
	Iteration 20F: 3 clusters Score -1605516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1605520.625000 Penalty: 4918.780762
	Iteration 21Q: 3 clusters Score -1605521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1605524.625000 Penalty: 4918.780762
	Iteration 22Q: 3 clusters Score -1605525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1605525.125000 Penalty: 4918.780762
	Iteration 23Q: 3 clusters Score -1605525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1605528.125000 Penalty: 4918.780762
	Iteration 24Q: 3 clusters Score -1605528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1605534.375000 Penalty: 4918.780762
	Iteration 25Q: 3 clusters Score -1605534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1605535.625000 Penalty: 4918.780762
	Iteration 26Q: 3 clusters Score -1605536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1605537.875000 Penalty: 4918.780762
	Iteration 27Q: 3 clusters Score -1605538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1605546.125000 Penalty: 4918.780762
	Iteration 28Q: 3 clusters Score -1605546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1605548.000000 Penalty: 4918.780762
	Iteration 29Q: 3 clusters Score -1605548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -1605548.375000 Penalty: 4918.780762
	Iteration 30Q: 3 clusters Score -1605548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1605548.625000 Penalty: 4918.780762
	Iteration 31Q: 3 clusters Score -1605549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1605549.125000 Penalty: 4918.780762
	Iteration 32Q: 3 clusters Score -1605549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -1605549.125000 Penalty: 4918.780762
	Iteration 33F: 3 clusters Score -1605549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2599558.500000 Penalty: 2569.317871
	Iteration 0F: 2 clusters Score -2599558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2578035.750000 Penalty: 5138.635742
	Iteration 0F: 3 clusters Score -2578036 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2585942.000000 Penalty: 5138.635742
	Iteration 1F: 3 clusters Score -2585942 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2586527.000000 Penalty: 5138.635742
	Iteration 2Q: 3 clusters Score -2586527 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2587079.500000 Penalty: 5138.635742
	Iteration 3Q: 3 clusters Score -2587080 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2587704.000000 Penalty: 5138.635742
	Iteration 4Q: 3 clusters Score -2587704 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2588491.500000 Penalty: 5138.635742
	Iteration 5F: 3 clusters Score -2588492 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2589527.000000 Penalty: 5138.635742
	Iteration 6F: 3 clusters Score -2589527 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2590834.250000 Penalty: 5138.635742
	Iteration 7F: 3 clusters Score -2590834 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2592386.750000 Penalty: 5138.635742
	Iteration 8F: 3 clusters Score -2592387 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2593872.750000 Penalty: 5138.635742
	Iteration 9F: 3 clusters Score -2593873 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2595093.250000 Penalty: 5138.635742
	Iteration 10Q: 3 clusters Score -2595093 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2595961.750000 Penalty: 5138.635742
	Iteration 11Q: 3 clusters Score -2595962 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2596525.750000 Penalty: 5138.635742
	Iteration 12Q: 3 clusters Score -2596526 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2596904.750000 Penalty: 5138.635742
	Iteration 13Q: 3 clusters Score -2596905 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2597186.500000 Penalty: 5138.635742
	Iteration 14Q: 3 clusters Score -2597186 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2597411.250000 Penalty: 5138.635742
	Iteration 15Q: 3 clusters Score -2597411 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2597596.500000 Penalty: 5138.635742
	Iteration 16Q: 3 clusters Score -2597596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2597728.750000 Penalty: 5138.635742
	Iteration 17Q: 3 clusters Score -2597729 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2597815.250000 Penalty: 5138.635742
	Iteration 18Q: 3 clusters Score -2597815 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2597853.000000 Penalty: 5138.635742
	Iteration 19Q: 3 clusters Score -2597853 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2597884.000000 Penalty: 5138.635742
	Iteration 20F: 3 clusters Score -2597884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2597909.500000 Penalty: 5138.635742
	Iteration 21Q: 3 clusters Score -2597910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2597918.750000 Penalty: 5138.635742
	Iteration 22Q: 3 clusters Score -2597919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2597930.750000 Penalty: 5138.635742
	Iteration 23Q: 3 clusters Score -2597931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2597946.250000 Penalty: 5138.635742
	Iteration 24Q: 3 clusters Score -2597946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2597954.250000 Penalty: 5138.635742
	Iteration 25Q: 3 clusters Score -2597954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2597960.750000 Penalty: 5138.635742
	Iteration 26Q: 3 clusters Score -2597961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2597964.750000 Penalty: 5138.635742
	Iteration 27Q: 3 clusters Score -2597965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2597965.250000 Penalty: 5138.635742
	Iteration 28Q: 3 clusters Score -2597965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2597964.000000 Penalty: 5138.635742
	Iteration 29Q: 3 clusters Score -2597964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2597962.750000 Penalty: 5138.635742
	Iteration 30Q: 3 clusters Score -2597963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2597965.250000 Penalty: 5138.635742
	Iteration 31Q: 3 clusters Score -2597965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2597962.250000 Penalty: 5138.635742
	Iteration 32Q: 3 clusters Score -2597962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2597963.000000 Penalty: 5138.635742
	Iteration 33Q: 3 clusters Score -2597963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2597963.000000 Penalty: 5138.635742
	Iteration 34F: 3 clusters Score -2597963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -399354.000000 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -399354 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 2479 members 
Entering Unmasked Estep 
Score: -394786.218750 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -394786.2 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -395911.500000 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -395911.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -396149.500000 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -396149.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -396320.406250 Penalty: 4230.934082
	Iteration 3F: 3 clusters Score -396320.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -396467.562500 Penalty: 4230.934082
	Iteration 4Q: 3 clusters Score -396467.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -396605.125000 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -396605.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -396752.218750 Penalty: 4230.934082
	Iteration 6Q: 3 clusters Score -396752.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -396881.468750 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -396881.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -397016.750000 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -397016.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -397167.687500 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -397167.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -397337.656250 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -397337.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -397488.750000 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -397488.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -397612.312500 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -397612.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -397700.750000 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -397700.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -397761.562500 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -397761.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -397807.406250 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -397807.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -397836.781250 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -397836.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -397858.468750 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -397858.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -397870.468750 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -397870.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -397878.125000 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -397878.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -397887.750000 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -397887.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -397898.937500 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -397898.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -397905.687500 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -397905.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -397908.812500 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -397908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -397911.625000 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -397911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -397916.312500 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -397916.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -397921.406250 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -397921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -397925.812500 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -397925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -397931.593750 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -397931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -397934.281250 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -397934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -397935.875000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -397935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -397940.343750 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -397940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -397943.687500 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -397943.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -397945.781250 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -397945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -397949.687500 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -397949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -397953.375000 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -397953.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -397957.187500 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -397957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -397960.093750 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -397960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -397960.156250 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -397960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -397960.281250 Penalty: 4230.934082
	Iteration 39Q: 3 clusters Score -397960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -397960.968750 Penalty: 4230.934082
	Iteration 40F: 3 clusters Score -397961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -397961.562500 Penalty: 4230.934082
	Iteration 41Q: 3 clusters Score -397961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -397961.218750 Penalty: 4230.934082
	Iteration 42Q: 3 clusters Score -397961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -397961.312500 Penalty: 4230.934082
	Iteration 43Q: 3 clusters Score -397961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -397963.000000 Penalty: 4230.934082
	Iteration 44Q: 3 clusters Score -397963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -397963.000000 Penalty: 4230.934082
	Iteration 45F: 3 clusters Score -397963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Entering Unmasked Estep 
Score: -2570216.500000 Penalty: 2577.430664
	Iteration 0F: 2 clusters Score -2570216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2548047.250000 Penalty: 5154.861328
	Iteration 0F: 3 clusters Score -2548047 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2555885.500000 Penalty: 5154.861328
	Iteration 1F: 3 clusters Score -2555886 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2556374.500000 Penalty: 5154.861328
	Iteration 2Q: 3 clusters Score -2556374 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2556797.250000 Penalty: 5154.861328
	Iteration 3Q: 3 clusters Score -2556797 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2557164.750000 Penalty: 5154.861328
	Iteration 4Q: 3 clusters Score -2557165 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2557522.750000 Penalty: 5154.861328
	Iteration 5Q: 3 clusters Score -2557523 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2557856.500000 Penalty: 5154.861328
	Iteration 6Q: 3 clusters Score -2557856 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2558190.000000 Penalty: 5154.861328
	Iteration 7Q: 3 clusters Score -2558190 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2558520.750000 Penalty: 5154.861328
	Iteration 8Q: 3 clusters Score -2558521 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2558932.250000 Penalty: 5154.861328
	Iteration 9Q: 3 clusters Score -2558932 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2559362.250000 Penalty: 5154.861328
	Iteration 10Q: 3 clusters Score -2559362 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2559865.000000 Penalty: 5154.861328
	Iteration 11Q: 3 clusters Score -2559865 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2560457.000000 Penalty: 5154.861328
	Iteration 12Q: 3 clusters Score -2560457 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2561166.000000 Penalty: 5154.861328
	Iteration 13Q: 3 clusters Score -2561166 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2561909.250000 Penalty: 5154.861328
	Iteration 14Q: 3 clusters Score -2561909 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2562439.000000 Penalty: 5154.861328
	Iteration 15Q: 3 clusters Score -2562439 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2562741.000000 Penalty: 5154.861328
	Iteration 16Q: 3 clusters Score -2562741 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2562898.000000 Penalty: 5154.861328
	Iteration 17Q: 3 clusters Score -2562898 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2562969.500000 Penalty: 5154.861328
	Iteration 18Q: 3 clusters Score -2562970 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2563026.750000 Penalty: 5154.861328
	Iteration 19Q: 3 clusters Score -2563027 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2563079.250000 Penalty: 5154.861328
	Iteration 20F: 3 clusters Score -2563079 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2563114.000000 Penalty: 5154.861328
	Iteration 21Q: 3 clusters Score -2563114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2563158.000000 Penalty: 5154.861328
	Iteration 22Q: 3 clusters Score -2563158 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2563209.000000 Penalty: 5154.861328
	Iteration 23Q: 3 clusters Score -2563209 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2563268.250000 Penalty: 5154.861328
	Iteration 24Q: 3 clusters Score -2563268 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2563297.000000 Penalty: 5154.861328
	Iteration 25Q: 3 clusters Score -2563297 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2563336.750000 Penalty: 5154.861328
	Iteration 26Q: 3 clusters Score -2563337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2563368.000000 Penalty: 5154.861328
	Iteration 27Q: 3 clusters Score -2563368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2563409.000000 Penalty: 5154.861328
	Iteration 28Q: 3 clusters Score -2563409 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2563442.000000 Penalty: 5154.861328
	Iteration 29Q: 3 clusters Score -2563442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2563489.000000 Penalty: 5154.861328
	Iteration 30Q: 3 clusters Score -2563489 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2563541.750000 Penalty: 5154.861328
	Iteration 31Q: 3 clusters Score -2563542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2563591.500000 Penalty: 5154.861328
	Iteration 32Q: 3 clusters Score -2563592 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2563611.250000 Penalty: 5154.861328
	Iteration 33Q: 3 clusters Score -2563611 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2563648.000000 Penalty: 5154.861328
	Iteration 34Q: 3 clusters Score -2563648 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2563714.750000 Penalty: 5154.861328
	Iteration 35Q: 3 clusters Score -2563715 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2563763.500000 Penalty: 5154.861328
	Iteration 36Q: 3 clusters Score -2563764 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2563806.000000 Penalty: 5154.861328
	Iteration 37Q: 3 clusters Score -2563806 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2563846.250000 Penalty: 5154.861328
	Iteration 38Q: 3 clusters Score -2563846 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2563909.500000 Penalty: 5154.861328
	Iteration 39Q: 3 clusters Score -2563910 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2563968.000000 Penalty: 5154.861328
	Iteration 40F: 3 clusters Score -2563968 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2564020.250000 Penalty: 5154.861328
	Iteration 41Q: 3 clusters Score -2564020 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2564109.000000 Penalty: 5154.861328
	Iteration 42Q: 3 clusters Score -2564109 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2564187.500000 Penalty: 5154.861328
	Iteration 43Q: 3 clusters Score -2564188 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2564283.750000 Penalty: 5154.861328
	Iteration 44Q: 3 clusters Score -2564284 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2564394.750000 Penalty: 5154.861328
	Iteration 45Q: 3 clusters Score -2564395 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2564524.000000 Penalty: 5154.861328
	Iteration 46Q: 3 clusters Score -2564524 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2564657.000000 Penalty: 5154.861328
	Iteration 47Q: 3 clusters Score -2564657 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2564837.500000 Penalty: 5154.861328
	Iteration 48Q: 3 clusters Score -2564838 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2565021.000000 Penalty: 5154.861328
	Iteration 49Q: 3 clusters Score -2565021 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2565227.000000 Penalty: 5154.861328
	Iteration 50Q: 3 clusters Score -2565227 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2565452.750000 Penalty: 5154.861328
	Iteration 51Q: 3 clusters Score -2565453 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2565721.250000 Penalty: 5154.861328
	Iteration 52Q: 3 clusters Score -2565721 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -2566041.250000 Penalty: 5154.861328
	Iteration 53Q: 3 clusters Score -2566041 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2566445.000000 Penalty: 5154.861328
	Iteration 54Q: 3 clusters Score -2566445 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -2566847.250000 Penalty: 5154.861328
	Iteration 55Q: 3 clusters Score -2566847 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -2567183.250000 Penalty: 5154.861328
	Iteration 56Q: 3 clusters Score -2567183 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2567438.750000 Penalty: 5154.861328
	Iteration 57Q: 3 clusters Score -2567439 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2567644.500000 Penalty: 5154.861328
	Iteration 58Q: 3 clusters Score -2567644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -2567771.750000 Penalty: 5154.861328
	Iteration 59Q: 3 clusters Score -2567772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -2567881.000000 Penalty: 5154.861328
	Iteration 60F: 3 clusters Score -2567881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2567958.750000 Penalty: 5154.861328
	Iteration 61Q: 3 clusters Score -2567959 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -2568023.750000 Penalty: 5154.861328
	Iteration 62Q: 3 clusters Score -2568024 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -2568047.500000 Penalty: 5154.861328
	Iteration 63Q: 3 clusters Score -2568048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -2568072.250000 Penalty: 5154.861328
	Iteration 64Q: 3 clusters Score -2568072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -2568083.750000 Penalty: 5154.861328
	Iteration 65Q: 3 clusters Score -2568084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -2568093.750000 Penalty: 5154.861328
	Iteration 66Q: 3 clusters Score -2568094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -2568121.250000 Penalty: 5154.861328
	Iteration 67Q: 3 clusters Score -2568121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -2568131.000000 Penalty: 5154.861328
	Iteration 68Q: 3 clusters Score -2568131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -2568136.500000 Penalty: 5154.861328
	Iteration 69Q: 3 clusters Score -2568136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -2568154.750000 Penalty: 5154.861328
	Iteration 70Q: 3 clusters Score -2568155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -2568157.750000 Penalty: 5154.861328
	Iteration 71Q: 3 clusters Score -2568158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -2568156.000000 Penalty: 5154.861328
	Iteration 72Q: 3 clusters Score -2568156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -2568168.750000 Penalty: 5154.861328
	Iteration 73Q: 3 clusters Score -2568169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2568177.500000 Penalty: 5154.861328
	Iteration 74Q: 3 clusters Score -2568178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -2568178.750000 Penalty: 5154.861328
	Iteration 75Q: 3 clusters Score -2568179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -2568181.000000 Penalty: 5154.861328
	Iteration 76Q: 3 clusters Score -2568181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -2568185.250000 Penalty: 5154.861328
	Iteration 77Q: 3 clusters Score -2568185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -2568193.750000 Penalty: 5154.861328
	Iteration 78Q: 3 clusters Score -2568194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -2568196.750000 Penalty: 5154.861328
	Iteration 79Q: 3 clusters Score -2568197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -2568195.000000 Penalty: 5154.861328
	Iteration 80F: 3 clusters Score -2568195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -2568198.250000 Penalty: 5154.861328
	Iteration 81Q: 3 clusters Score -2568198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -2568199.000000 Penalty: 5154.861328
	Iteration 82Q: 3 clusters Score -2568199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -2568197.500000 Penalty: 5154.861328
	Iteration 83Q: 3 clusters Score -2568198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -2568194.250000 Penalty: 5154.861328
	Iteration 84Q: 3 clusters Score -2568194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -2568195.000000 Penalty: 5154.861328
	Iteration 85Q: 3 clusters Score -2568195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -2568200.500000 Penalty: 5154.861328
	Iteration 86Q: 3 clusters Score -2568200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -2568198.000000 Penalty: 5154.861328
	Iteration 87Q: 3 clusters Score -2568198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2568195.250000 Penalty: 5154.861328
	Iteration 88Q: 3 clusters Score -2568195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -2568193.750000 Penalty: 5154.861328
	Iteration 89Q: 3 clusters Score -2568194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -2568197.750000 Penalty: 5154.861328
	Iteration 90Q: 3 clusters Score -2568198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -2568196.500000 Penalty: 5154.861328
	Iteration 91Q: 3 clusters Score -2568196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2568196.750000 Penalty: 5154.861328
	Iteration 92Q: 3 clusters Score -2568197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2568196.000000 Penalty: 5154.861328
	Iteration 93Q: 3 clusters Score -2568196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2568196.000000 Penalty: 5154.861328
	Iteration 94F: 3 clusters Score -2568196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Entering Unmasked Estep 
Score: -720462.187500 Penalty: 2247.221436
	Iteration 0F: 2 clusters Score -720462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -713686.562500 Penalty: 4494.442871
	Iteration 0F: 3 clusters Score -713686.6 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -715483.625000 Penalty: 4494.442871
	Iteration 1F: 3 clusters Score -715483.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -715730.812500 Penalty: 4494.442871
	Iteration 2F: 3 clusters Score -715730.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -715874.750000 Penalty: 4494.442871
	Iteration 3Q: 3 clusters Score -715874.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -715967.687500 Penalty: 4494.442871
	Iteration 4Q: 3 clusters Score -715967.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -716041.125000 Penalty: 4494.442871
	Iteration 5Q: 3 clusters Score -716041.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -716095.312500 Penalty: 4494.442871
	Iteration 6Q: 3 clusters Score -716095.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -716146.750000 Penalty: 4494.442871
	Iteration 7Q: 3 clusters Score -716146.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -716194.312500 Penalty: 4494.442871
	Iteration 8Q: 3 clusters Score -716194.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -716242.937500 Penalty: 4494.442871
	Iteration 9Q: 3 clusters Score -716242.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -716298.312500 Penalty: 4494.442871
	Iteration 10Q: 3 clusters Score -716298.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -716357.875000 Penalty: 4494.442871
	Iteration 11Q: 3 clusters Score -716357.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -716414.625000 Penalty: 4494.442871
	Iteration 12Q: 3 clusters Score -716414.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -716472.062500 Penalty: 4494.442871
	Iteration 13Q: 3 clusters Score -716472.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -716533.500000 Penalty: 4494.442871
	Iteration 14Q: 3 clusters Score -716533.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -716600.937500 Penalty: 4494.442871
	Iteration 15Q: 3 clusters Score -716600.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -716679.937500 Penalty: 4494.442871
	Iteration 16Q: 3 clusters Score -716679.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -716768.250000 Penalty: 4494.442871
	Iteration 17Q: 3 clusters Score -716768.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -716872.750000 Penalty: 4494.442871
	Iteration 18Q: 3 clusters Score -716872.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -717016.687500 Penalty: 4494.442871
	Iteration 19Q: 3 clusters Score -717016.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -717183.437500 Penalty: 4494.442871
	Iteration 20F: 3 clusters Score -717183.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -717364.187500 Penalty: 4494.442871
	Iteration 21Q: 3 clusters Score -717364.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -717545.375000 Penalty: 4494.442871
	Iteration 22Q: 3 clusters Score -717545.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -717737.000000 Penalty: 4494.442871
	Iteration 23Q: 3 clusters Score -717737 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -717906.062500 Penalty: 4494.442871
	Iteration 24Q: 3 clusters Score -717906.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -718049.312500 Penalty: 4494.442871
	Iteration 25Q: 3 clusters Score -718049.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -718151.812500 Penalty: 4494.442871
	Iteration 26Q: 3 clusters Score -718151.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -718210.875000 Penalty: 4494.442871
	Iteration 27Q: 3 clusters Score -718210.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -718262.250000 Penalty: 4494.442871
	Iteration 28Q: 3 clusters Score -718262.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -718317.000000 Penalty: 4494.442871
	Iteration 29Q: 3 clusters Score -718317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -718348.437500 Penalty: 4494.442871
	Iteration 30Q: 3 clusters Score -718348.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -718374.562500 Penalty: 4494.442871
	Iteration 31Q: 3 clusters Score -718374.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -718394.875000 Penalty: 4494.442871
	Iteration 32Q: 3 clusters Score -718394.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -718414.625000 Penalty: 4494.442871
	Iteration 33Q: 3 clusters Score -718414.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -718427.437500 Penalty: 4494.442871
	Iteration 34Q: 3 clusters Score -718427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -718441.812500 Penalty: 4494.442871
	Iteration 35Q: 3 clusters Score -718441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -718452.375000 Penalty: 4494.442871
	Iteration 36Q: 3 clusters Score -718452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -718463.000000 Penalty: 4494.442871
	Iteration 37Q: 3 clusters Score -718463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -718478.625000 Penalty: 4494.442871
	Iteration 38Q: 3 clusters Score -718478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -718483.000000 Penalty: 4494.442871
	Iteration 39Q: 3 clusters Score -718483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -718485.937500 Penalty: 4494.442871
	Iteration 40F: 3 clusters Score -718485.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -718487.062500 Penalty: 4494.442871
	Iteration 41Q: 3 clusters Score -718487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -718488.625000 Penalty: 4494.442871
	Iteration 42Q: 3 clusters Score -718488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -718489.687500 Penalty: 4494.442871
	Iteration 43Q: 3 clusters Score -718489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -718490.062500 Penalty: 4494.442871
	Iteration 44Q: 3 clusters Score -718490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -718491.875000 Penalty: 4494.442871
	Iteration 45Q: 3 clusters Score -718491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -718493.687500 Penalty: 4494.442871
	Iteration 46Q: 3 clusters Score -718493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -718496.062500 Penalty: 4494.442871
	Iteration 47Q: 3 clusters Score -718496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -718496.062500 Penalty: 4494.442871
	Iteration 48F: 3 clusters Score -718496.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -75311.039062 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -75311.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -73363.867188 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -73363.87 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -73656.507812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -73656.51 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73731.460938 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -73731.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73776.281250 Penalty: 3437.525391
	Iteration 3Q: 3 clusters Score -73776.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -73802.257812 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -73802.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73834.898438 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -73834.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -73844.765625 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -73844.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73854.875000 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -73854.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -73859.437500 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -73859.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73861.929688 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -73861.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73864.914062 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -73864.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73864.914062 Penalty: 3437.525391
	Iteration 11F: 3 clusters Score -73864.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Entering Unmasked Estep 
Score: -1304741.750000 Penalty: 2404.844971
	Iteration 0F: 2 clusters Score -1304742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1293131.250000 Penalty: 4809.689941
	Iteration 0F: 3 clusters Score -1293131 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1296812.375000 Penalty: 4809.689941
	Iteration 1F: 3 clusters Score -1296812 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1297162.875000 Penalty: 4809.689941
	Iteration 2F: 3 clusters Score -1297163 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1297430.500000 Penalty: 4809.689941
	Iteration 3Q: 3 clusters Score -1297430 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1297669.500000 Penalty: 4809.689941
	Iteration 4Q: 3 clusters Score -1297670 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1297894.000000 Penalty: 4809.689941
	Iteration 5Q: 3 clusters Score -1297894 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1298144.875000 Penalty: 4809.689941
	Iteration 6Q: 3 clusters Score -1298145 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1298441.875000 Penalty: 4809.689941
	Iteration 7Q: 3 clusters Score -1298442 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1298809.125000 Penalty: 4809.689941
	Iteration 8Q: 3 clusters Score -1298809 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1299325.500000 Penalty: 4809.689941
	Iteration 9F: 3 clusters Score -1299326 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1299940.875000 Penalty: 4809.689941
	Iteration 10F: 3 clusters Score -1299941 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1300629.625000 Penalty: 4809.689941
	Iteration 11F: 3 clusters Score -1300630 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1301279.000000 Penalty: 4809.689941
	Iteration 12Q: 3 clusters Score -1301279 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1301831.000000 Penalty: 4809.689941
	Iteration 13Q: 3 clusters Score -1301831 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1302177.750000 Penalty: 4809.689941
	Iteration 14Q: 3 clusters Score -1302178 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1302425.375000 Penalty: 4809.689941
	Iteration 15Q: 3 clusters Score -1302425 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1302576.875000 Penalty: 4809.689941
	Iteration 16Q: 3 clusters Score -1302577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1302674.000000 Penalty: 4809.689941
	Iteration 17Q: 3 clusters Score -1302674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1302739.875000 Penalty: 4809.689941
	Iteration 18Q: 3 clusters Score -1302740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1302804.750000 Penalty: 4809.689941
	Iteration 19Q: 3 clusters Score -1302805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1302838.875000 Penalty: 4809.689941
	Iteration 20F: 3 clusters Score -1302839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1302871.625000 Penalty: 4809.689941
	Iteration 21Q: 3 clusters Score -1302872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1302890.000000 Penalty: 4809.689941
	Iteration 22Q: 3 clusters Score -1302890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1302908.875000 Penalty: 4809.689941
	Iteration 23Q: 3 clusters Score -1302909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1302919.250000 Penalty: 4809.689941
	Iteration 24Q: 3 clusters Score -1302919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1302932.000000 Penalty: 4809.689941
	Iteration 25Q: 3 clusters Score -1302932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1302940.000000 Penalty: 4809.689941
	Iteration 26Q: 3 clusters Score -1302940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1302948.875000 Penalty: 4809.689941
	Iteration 27Q: 3 clusters Score -1302949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1302953.500000 Penalty: 4809.689941
	Iteration 28Q: 3 clusters Score -1302954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1302960.375000 Penalty: 4809.689941
	Iteration 29Q: 3 clusters Score -1302960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1302965.875000 Penalty: 4809.689941
	Iteration 30Q: 3 clusters Score -1302966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1302972.750000 Penalty: 4809.689941
	Iteration 31Q: 3 clusters Score -1302973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1302973.625000 Penalty: 4809.689941
	Iteration 32Q: 3 clusters Score -1302974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1302980.000000 Penalty: 4809.689941
	Iteration 33Q: 3 clusters Score -1302980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1302986.000000 Penalty: 4809.689941
	Iteration 34Q: 3 clusters Score -1302986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1302996.750000 Penalty: 4809.689941
	Iteration 35Q: 3 clusters Score -1302997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1303005.000000 Penalty: 4809.689941
	Iteration 36Q: 3 clusters Score -1303005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1303011.875000 Penalty: 4809.689941
	Iteration 37Q: 3 clusters Score -1303012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1303017.625000 Penalty: 4809.689941
	Iteration 38Q: 3 clusters Score -1303018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1303023.500000 Penalty: 4809.689941
	Iteration 39Q: 3 clusters Score -1303024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1303026.375000 Penalty: 4809.689941
	Iteration 40F: 3 clusters Score -1303026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1303031.500000 Penalty: 4809.689941
	Iteration 41Q: 3 clusters Score -1303032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1303034.750000 Penalty: 4809.689941
	Iteration 42Q: 3 clusters Score -1303035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1303036.750000 Penalty: 4809.689941
	Iteration 43Q: 3 clusters Score -1303037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1303037.250000 Penalty: 4809.689941
	Iteration 44Q: 3 clusters Score -1303037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1303038.375000 Penalty: 4809.689941
	Iteration 45Q: 3 clusters Score -1303038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1303038.375000 Penalty: 4809.689941
	Iteration 46F: 3 clusters Score -1303038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -658209.250000 Penalty: 2241.632324
	Iteration 0F: 2 clusters Score -658209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -651459.750000 Penalty: 4483.264648
	Iteration 0F: 3 clusters Score -651459.8 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -653384.500000 Penalty: 4483.264648
	Iteration 1F: 3 clusters Score -653384.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -653765.812500 Penalty: 4483.264648
	Iteration 2F: 3 clusters Score -653765.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -654083.500000 Penalty: 4483.264648
	Iteration 3F: 3 clusters Score -654083.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -654316.187500 Penalty: 4483.264648
	Iteration 4F: 3 clusters Score -654316.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -654534.875000 Penalty: 4483.264648
	Iteration 5Q: 3 clusters Score -654534.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -654745.000000 Penalty: 4483.264648
	Iteration 6Q: 3 clusters Score -654745 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -654917.937500 Penalty: 4483.264648
	Iteration 7Q: 3 clusters Score -654917.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -655066.187500 Penalty: 4483.264648
	Iteration 8Q: 3 clusters Score -655066.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -655204.375000 Penalty: 4483.264648
	Iteration 9Q: 3 clusters Score -655204.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -655330.562500 Penalty: 4483.264648
	Iteration 10Q: 3 clusters Score -655330.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -655439.000000 Penalty: 4483.264648
	Iteration 11Q: 3 clusters Score -655439 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -655549.562500 Penalty: 4483.264648
	Iteration 12Q: 3 clusters Score -655549.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -655650.687500 Penalty: 4483.264648
	Iteration 13Q: 3 clusters Score -655650.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -655745.062500 Penalty: 4483.264648
	Iteration 14Q: 3 clusters Score -655745.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -655823.250000 Penalty: 4483.264648
	Iteration 15Q: 3 clusters Score -655823.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -655882.812500 Penalty: 4483.264648
	Iteration 16Q: 3 clusters Score -655882.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -655939.187500 Penalty: 4483.264648
	Iteration 17Q: 3 clusters Score -655939.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -655990.687500 Penalty: 4483.264648
	Iteration 18Q: 3 clusters Score -655990.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -656032.625000 Penalty: 4483.264648
	Iteration 19Q: 3 clusters Score -656032.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -656075.375000 Penalty: 4483.264648
	Iteration 20F: 3 clusters Score -656075.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -656107.062500 Penalty: 4483.264648
	Iteration 21Q: 3 clusters Score -656107.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -656141.625000 Penalty: 4483.264648
	Iteration 22Q: 3 clusters Score -656141.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -656162.375000 Penalty: 4483.264648
	Iteration 23Q: 3 clusters Score -656162.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -656181.562500 Penalty: 4483.264648
	Iteration 24Q: 3 clusters Score -656181.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -656196.937500 Penalty: 4483.264648
	Iteration 25Q: 3 clusters Score -656196.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -656211.500000 Penalty: 4483.264648
	Iteration 26Q: 3 clusters Score -656211.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -656221.437500 Penalty: 4483.264648
	Iteration 27Q: 3 clusters Score -656221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -656232.000000 Penalty: 4483.264648
	Iteration 28Q: 3 clusters Score -656232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -656238.375000 Penalty: 4483.264648
	Iteration 29Q: 3 clusters Score -656238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -656247.312500 Penalty: 4483.264648
	Iteration 30Q: 3 clusters Score -656247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -656254.562500 Penalty: 4483.264648
	Iteration 31Q: 3 clusters Score -656254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -656262.937500 Penalty: 4483.264648
	Iteration 32Q: 3 clusters Score -656262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -656271.000000 Penalty: 4483.264648
	Iteration 33Q: 3 clusters Score -656271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -656275.187500 Penalty: 4483.264648
	Iteration 34Q: 3 clusters Score -656275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -656278.312500 Penalty: 4483.264648
	Iteration 35Q: 3 clusters Score -656278.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -656280.312500 Penalty: 4483.264648
	Iteration 36Q: 3 clusters Score -656280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -656284.437500 Penalty: 4483.264648
	Iteration 37Q: 3 clusters Score -656284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -656287.312500 Penalty: 4483.264648
	Iteration 38Q: 3 clusters Score -656287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -656288.250000 Penalty: 4483.264648
	Iteration 39Q: 3 clusters Score -656288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -656288.250000 Penalty: 4483.264648
	Iteration 40F: 3 clusters Score -656288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -304090.125000 Penalty: 2096.496338
	Iteration 0F: 2 clusters Score -304090.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -299779.375000 Penalty: 4192.992676
	Iteration 0F: 3 clusters Score -299779.4 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -301008.843750 Penalty: 4192.992676
	Iteration 1F: 3 clusters Score -301008.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -301302.937500 Penalty: 4192.992676
	Iteration 2F: 3 clusters Score -301302.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -301506.593750 Penalty: 4192.992676
	Iteration 3F: 3 clusters Score -301506.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -301671.281250 Penalty: 4192.992676
	Iteration 4Q: 3 clusters Score -301671.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -301835.156250 Penalty: 4192.992676
	Iteration 5Q: 3 clusters Score -301835.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -301994.875000 Penalty: 4192.992676
	Iteration 6Q: 3 clusters Score -301994.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -302124.281250 Penalty: 4192.992676
	Iteration 7Q: 3 clusters Score -302124.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -302241.593750 Penalty: 4192.992676
	Iteration 8Q: 3 clusters Score -302241.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -302332.156250 Penalty: 4192.992676
	Iteration 9Q: 3 clusters Score -302332.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -302407.812500 Penalty: 4192.992676
	Iteration 10Q: 3 clusters Score -302407.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -302462.656250 Penalty: 4192.992676
	Iteration 11Q: 3 clusters Score -302462.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -302519.062500 Penalty: 4192.992676
	Iteration 12Q: 3 clusters Score -302519.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -302582.468750 Penalty: 4192.992676
	Iteration 13Q: 3 clusters Score -302582.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -302627.718750 Penalty: 4192.992676
	Iteration 14Q: 3 clusters Score -302627.7 nChanged 42
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: -302650.437500 Penalty: 4192.992676
	Iteration 15Q: 3 clusters Score -302650.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -302666.218750 Penalty: 4192.992676
	Iteration 16Q: 3 clusters Score -302666.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -302680.062500 Penalty: 4192.992676
	Iteration 17Q: 3 clusters Score -302680.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -302692.406250 Penalty: 4192.992676
	Iteration 18Q: 3 clusters Score -302692.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -302700.375000 Penalty: 4192.992676
	Iteration 19Q: 3 clusters Score -302700.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -302705.625000 Penalty: 4192.992676
	Iteration 20F: 3 clusters Score -302705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302711.437500 Penalty: 4192.992676
	Iteration 21Q: 3 clusters Score -302711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -302713.250000 Penalty: 4192.992676
	Iteration 22Q: 3 clusters Score -302713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -302715.500000 Penalty: 4192.992676
	Iteration 23Q: 3 clusters Score -302715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -302715.781250 Penalty: 4192.992676
	Iteration 24Q: 3 clusters Score -302715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -302716.718750 Penalty: 4192.992676
	Iteration 25Q: 3 clusters Score -302716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -302717.156250 Penalty: 4192.992676
	Iteration 26Q: 3 clusters Score -302717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302718.187500 Penalty: 4192.992676
	Iteration 27Q: 3 clusters Score -302718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -302718.781250 Penalty: 4192.992676
	Iteration 28Q: 3 clusters Score -302718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302720.000000 Penalty: 4192.992676
	Iteration 29Q: 3 clusters Score -302720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302721.125000 Penalty: 4192.992676
	Iteration 30Q: 3 clusters Score -302721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302721.875000 Penalty: 4192.992676
	Iteration 31Q: 3 clusters Score -302721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -302724.187500 Penalty: 4192.992676
	Iteration 32Q: 3 clusters Score -302724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302726.812500 Penalty: 4192.992676
	Iteration 33Q: 3 clusters Score -302726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -302729.875000 Penalty: 4192.992676
	Iteration 34Q: 3 clusters Score -302729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -302733.468750 Penalty: 4192.992676
	Iteration 35Q: 3 clusters Score -302733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -302736.281250 Penalty: 4192.992676
	Iteration 36Q: 3 clusters Score -302736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -302738.531250 Penalty: 4192.992676
	Iteration 37Q: 3 clusters Score -302738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -302740.375000 Penalty: 4192.992676
	Iteration 38Q: 3 clusters Score -302740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -302742.562500 Penalty: 4192.992676
	Iteration 39Q: 3 clusters Score -302742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -302743.656250 Penalty: 4192.992676
	Iteration 40F: 3 clusters Score -302743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -302746.875000 Penalty: 4192.992676
	Iteration 41Q: 3 clusters Score -302746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -302749.875000 Penalty: 4192.992676
	Iteration 42Q: 3 clusters Score -302749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -302753.125000 Penalty: 4192.992676
	Iteration 43Q: 3 clusters Score -302753.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -302755.031250 Penalty: 4192.992676
	Iteration 44Q: 3 clusters Score -302755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -302755.093750 Penalty: 4192.992676
	Iteration 45Q: 3 clusters Score -302755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -302755.375000 Penalty: 4192.992676
	Iteration 46Q: 3 clusters Score -302755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -302756.406250 Penalty: 4192.992676
	Iteration 47Q: 3 clusters Score -302756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -302756.843750 Penalty: 4192.992676
	Iteration 48Q: 3 clusters Score -302756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -302756.843750 Penalty: 4192.992676
	Iteration 49F: 3 clusters Score -302756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (249987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249987 members 
Entering Unmasked Estep 
Score: -20195898.000000 Penalty: 3082.432617
	Iteration 0F: 2 clusters Score -2.01959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -20027914.000000 Penalty: 6164.865234
	Iteration 0F: 3 clusters Score -2.002791e+07 nChanged 121013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127477 members 
Mstep: Class 2 contains 122510 members 
Entering Unmasked Estep 
Score: -20098540.000000 Penalty: 6164.865234
	Iteration 1F: 3 clusters Score -2.009854e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128819 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -20099502.000000 Penalty: 6164.865234
	Iteration 2Q: 3 clusters Score -2.00995e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 119005 members 
Entering Unmasked Estep 
Score: -20100716.000000 Penalty: 6164.865234
	Iteration 3Q: 3 clusters Score -2.010072e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134376 members 
Mstep: Class 2 contains 115611 members 
Entering Unmasked Estep 
Score: -20102320.000000 Penalty: 6164.865234
	Iteration 4Q: 3 clusters Score -2.010232e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139740 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -20104602.000000 Penalty: 6164.865234
	Iteration 5Q: 3 clusters Score -2.01046e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 101983 members 
Entering Unmasked Estep 
Score: -20108458.000000 Penalty: 6164.865234
	Iteration 6Q: 3 clusters Score -2.010846e+07 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -20115368.000000 Penalty: 6164.865234
	Iteration 7F: 3 clusters Score -2.011537e+07 nChanged 17142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176775 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -20126988.000000 Penalty: 6164.865234
	Iteration 8F: 3 clusters Score -2.012699e+07 nChanged 20557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197188 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -20143610.000000 Penalty: 6164.865234
	Iteration 9F: 3 clusters Score -2.014361e+07 nChanged 20509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217683 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -20162428.000000 Penalty: 6164.865234
	Iteration 10F: 3 clusters Score -2.016243e+07 nChanged 16380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234063 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -20178344.000000 Penalty: 6164.865234
	Iteration 11F: 3 clusters Score -2.017834e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243612 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -20187914.000000 Penalty: 6164.865234
	Iteration 12Q: 3 clusters Score -2.018791e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247632 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -20191616.000000 Penalty: 6164.865234
	Iteration 13Q: 3 clusters Score -2.019162e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248810 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20192902.000000 Penalty: 6164.865234
	Iteration 14Q: 3 clusters Score -2.01929e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249063 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20193256.000000 Penalty: 6164.865234
	Iteration 15Q: 3 clusters Score -2.019326e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249123 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20193476.000000 Penalty: 6164.865234
	Iteration 16Q: 3 clusters Score -2.019348e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249138 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20193516.000000 Penalty: 6164.865234
	Iteration 17Q: 3 clusters Score -2.019352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249143 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20193568.000000 Penalty: 6164.865234
	Iteration 18Q: 3 clusters Score -2.019357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249138 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20193592.000000 Penalty: 6164.865234
	Iteration 19Q: 3 clusters Score -2.019359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249134 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -20193588.000000 Penalty: 6164.865234
	Iteration 20F: 3 clusters Score -2.019359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249137 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20193580.000000 Penalty: 6164.865234
	Iteration 21Q: 3 clusters Score -2.019358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249137 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20193594.000000 Penalty: 6164.865234
	Iteration 22Q: 3 clusters Score -2.019359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249141 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -20193590.000000 Penalty: 6164.865234
	Iteration 23Q: 3 clusters Score -2.019359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249144 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20193582.000000 Penalty: 6164.865234
	Iteration 24Q: 3 clusters Score -2.019358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249146 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20193602.000000 Penalty: 6164.865234
	Iteration 25Q: 3 clusters Score -2.01936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249148 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20193604.000000 Penalty: 6164.865234
	Iteration 26Q: 3 clusters Score -2.01936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249150 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -20193598.000000 Penalty: 6164.865234
	Iteration 27Q: 3 clusters Score -2.01936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249153 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20193592.000000 Penalty: 6164.865234
	Iteration 28Q: 3 clusters Score -2.019359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249156 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20193608.000000 Penalty: 6164.865234
	Iteration 29Q: 3 clusters Score -2.019361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249156 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20193610.000000 Penalty: 6164.865234
	Iteration 30Q: 3 clusters Score -2.019361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249157 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20193614.000000 Penalty: 6164.865234
	Iteration 31Q: 3 clusters Score -2.019361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249159 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20193606.000000 Penalty: 6164.865234
	Iteration 32Q: 3 clusters Score -2.019361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249164 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20193624.000000 Penalty: 6164.865234
	Iteration 33Q: 3 clusters Score -2.019362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249166 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20193618.000000 Penalty: 6164.865234
	Iteration 34Q: 3 clusters Score -2.019362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249165 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -20193622.000000 Penalty: 6164.865234
	Iteration 35Q: 3 clusters Score -2.019362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249163 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20193602.000000 Penalty: 6164.865234
	Iteration 36Q: 3 clusters Score -2.01936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249165 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -20193598.000000 Penalty: 6164.865234
	Iteration 37Q: 3 clusters Score -2.01936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249167 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -20193610.000000 Penalty: 6164.865234
	Iteration 38Q: 3 clusters Score -2.019361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249168 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20193614.000000 Penalty: 6164.865234
	Iteration 39Q: 3 clusters Score -2.019361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249169 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -20193614.000000 Penalty: 6164.865234
	Iteration 40F: 3 clusters Score -2.019361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Entering Unmasked Estep 
Score: -2274298.500000 Penalty: 2567.227783
	Iteration 0F: 2 clusters Score -2274298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2252847.750000 Penalty: 5134.455566
	Iteration 0F: 3 clusters Score -2252848 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2260606.000000 Penalty: 5134.455566
	Iteration 1F: 3 clusters Score -2260606 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2261149.250000 Penalty: 5134.455566
	Iteration 2Q: 3 clusters Score -2261149 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2261704.250000 Penalty: 5134.455566
	Iteration 3Q: 3 clusters Score -2261704 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2262301.500000 Penalty: 5134.455566
	Iteration 4Q: 3 clusters Score -2262302 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2263073.000000 Penalty: 5134.455566
	Iteration 5Q: 3 clusters Score -2263073 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2263981.250000 Penalty: 5134.455566
	Iteration 6Q: 3 clusters Score -2263981 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2265112.250000 Penalty: 5134.455566
	Iteration 7F: 3 clusters Score -2265112 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2266490.250000 Penalty: 5134.455566
	Iteration 8F: 3 clusters Score -2266490 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2267895.250000 Penalty: 5134.455566
	Iteration 9F: 3 clusters Score -2267895 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2269152.500000 Penalty: 5134.455566
	Iteration 10F: 3 clusters Score -2269152 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2270091.500000 Penalty: 5134.455566
	Iteration 11Q: 3 clusters Score -2270092 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2270782.250000 Penalty: 5134.455566
	Iteration 12Q: 3 clusters Score -2270782 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2271359.500000 Penalty: 5134.455566
	Iteration 13Q: 3 clusters Score -2271360 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2271814.000000 Penalty: 5134.455566
	Iteration 14Q: 3 clusters Score -2271814 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2272154.750000 Penalty: 5134.455566
	Iteration 15Q: 3 clusters Score -2272155 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2272416.750000 Penalty: 5134.455566
	Iteration 16Q: 3 clusters Score -2272417 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2272647.000000 Penalty: 5134.455566
	Iteration 17Q: 3 clusters Score -2272647 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2272858.500000 Penalty: 5134.455566
	Iteration 18Q: 3 clusters Score -2272858 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2273064.000000 Penalty: 5134.455566
	Iteration 19Q: 3 clusters Score -2273064 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2273199.250000 Penalty: 5134.455566
	Iteration 20F: 3 clusters Score -2273199 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2273304.750000 Penalty: 5134.455566
	Iteration 21Q: 3 clusters Score -2273305 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2273381.750000 Penalty: 5134.455566
	Iteration 22Q: 3 clusters Score -2273382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -2273434.750000 Penalty: 5134.455566
	Iteration 23Q: 3 clusters Score -2273435 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -2273481.000000 Penalty: 5134.455566
	Iteration 24Q: 3 clusters Score -2273481 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -2273524.500000 Penalty: 5134.455566
	Iteration 25Q: 3 clusters Score -2273524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2273553.000000 Penalty: 5134.455566
	Iteration 26Q: 3 clusters Score -2273553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2273580.750000 Penalty: 5134.455566
	Iteration 27Q: 3 clusters Score -2273581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -2273598.750000 Penalty: 5134.455566
	Iteration 28Q: 3 clusters Score -2273599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -2273615.250000 Penalty: 5134.455566
	Iteration 29Q: 3 clusters Score -2273615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -2273630.250000 Penalty: 5134.455566
	Iteration 30Q: 3 clusters Score -2273630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2273641.000000 Penalty: 5134.455566
	Iteration 31Q: 3 clusters Score -2273641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -2273656.250000 Penalty: 5134.455566
	Iteration 32Q: 3 clusters Score -2273656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2273661.000000 Penalty: 5134.455566
	Iteration 33Q: 3 clusters Score -2273661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2273674.500000 Penalty: 5134.455566
	Iteration 34Q: 3 clusters Score -2273674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2273682.750000 Penalty: 5134.455566
	Iteration 35Q: 3 clusters Score -2273683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2273687.750000 Penalty: 5134.455566
	Iteration 36Q: 3 clusters Score -2273688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2273701.500000 Penalty: 5134.455566
	Iteration 37Q: 3 clusters Score -2273702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -2273703.000000 Penalty: 5134.455566
	Iteration 38Q: 3 clusters Score -2273703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2273713.000000 Penalty: 5134.455566
	Iteration 39Q: 3 clusters Score -2273713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -2273716.500000 Penalty: 5134.455566
	Iteration 40F: 3 clusters Score -2273716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -2273718.250000 Penalty: 5134.455566
	Iteration 41Q: 3 clusters Score -2273718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2273715.000000 Penalty: 5134.455566
	Iteration 42Q: 3 clusters Score -2273715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2273715.500000 Penalty: 5134.455566
	Iteration 43Q: 3 clusters Score -2273716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -2273716.250000 Penalty: 5134.455566
	Iteration 44Q: 3 clusters Score -2273716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2273716.500000 Penalty: 5134.455566
	Iteration 45Q: 3 clusters Score -2273716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2273716.500000 Penalty: 5134.455566
	Iteration 46F: 3 clusters Score -2273716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -661203.937500 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -661203.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -654455.000000 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -654455 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -656222.187500 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -656222.2 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -656485.500000 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -656485.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -656647.812500 Penalty: 4482.321777
	Iteration 3Q: 3 clusters Score -656647.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -656763.937500 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -656763.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -656861.250000 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -656861.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -656942.000000 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -656942 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -657013.000000 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -657013 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -657077.187500 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -657077.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -657157.437500 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -657157.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -657221.687500 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -657221.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -657297.687500 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -657297.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -657372.062500 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -657372.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -657453.312500 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -657453.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -657547.000000 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -657547 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -657645.062500 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -657645.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -657752.250000 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -657752.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -657871.812500 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -657871.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -658024.500000 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -658024.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -658198.750000 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -658198.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -658358.750000 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -658358.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -658527.312500 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -658527.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -658696.875000 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -658696.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -658838.812500 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -658838.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -658966.500000 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -658966.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -659040.812500 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -659040.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -659084.000000 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -659084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -659122.250000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -659122.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -659160.125000 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -659160.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -659191.875000 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -659191.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -659213.187500 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -659213.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -659235.062500 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -659235.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -659261.250000 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -659261.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -659285.000000 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -659285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -659304.062500 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -659304.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -659320.437500 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -659320.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -659335.625000 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -659335.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -659347.750000 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -659347.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -659357.562500 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -659357.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -659362.625000 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -659362.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -659368.312500 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -659368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -659372.375000 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -659372.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -659376.562500 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -659376.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -659383.750000 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -659383.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -659386.250000 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -659386.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -659392.750000 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -659392.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -659400.312500 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -659400.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -659404.437500 Penalty: 4482.321777
	Iteration 47Q: 3 clusters Score -659404.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -659409.750000 Penalty: 4482.321777
	Iteration 48Q: 3 clusters Score -659409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -659417.875000 Penalty: 4482.321777
	Iteration 49Q: 3 clusters Score -659417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -659427.812500 Penalty: 4482.321777
	Iteration 50Q: 3 clusters Score -659427.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -659440.562500 Penalty: 4482.321777
	Iteration 51Q: 3 clusters Score -659440.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -659450.562500 Penalty: 4482.321777
	Iteration 52Q: 3 clusters Score -659450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -659455.812500 Penalty: 4482.321777
	Iteration 53Q: 3 clusters Score -659455.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -659461.375000 Penalty: 4482.321777
	Iteration 54Q: 3 clusters Score -659461.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -659465.062500 Penalty: 4482.321777
	Iteration 55Q: 3 clusters Score -659465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -659466.437500 Penalty: 4482.321777
	Iteration 56Q: 3 clusters Score -659466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -659470.250000 Penalty: 4482.321777
	Iteration 57Q: 3 clusters Score -659470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -659474.125000 Penalty: 4482.321777
	Iteration 58Q: 3 clusters Score -659474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -659478.312500 Penalty: 4482.321777
	Iteration 59Q: 3 clusters Score -659478.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -659480.875000 Penalty: 4482.321777
	Iteration 60F: 3 clusters Score -659480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -659485.500000 Penalty: 4482.321777
	Iteration 61Q: 3 clusters Score -659485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -659486.000000 Penalty: 4482.321777
	Iteration 62Q: 3 clusters Score -659486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -659485.687500 Penalty: 4482.321777
	Iteration 63Q: 3 clusters Score -659485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -659487.312500 Penalty: 4482.321777
	Iteration 64Q: 3 clusters Score -659487.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -659489.000000 Penalty: 4482.321777
	Iteration 65Q: 3 clusters Score -659489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -659490.750000 Penalty: 4482.321777
	Iteration 66Q: 3 clusters Score -659490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -659491.250000 Penalty: 4482.321777
	Iteration 67Q: 3 clusters Score -659491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -659490.687500 Penalty: 4482.321777
	Iteration 68Q: 3 clusters Score -659490.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -659491.937500 Penalty: 4482.321777
	Iteration 69Q: 3 clusters Score -659491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -659492.625000 Penalty: 4482.321777
	Iteration 70Q: 3 clusters Score -659492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -659494.500000 Penalty: 4482.321777
	Iteration 71Q: 3 clusters Score -659494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -659493.875000 Penalty: 4482.321777
	Iteration 72Q: 3 clusters Score -659493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -659493.812500 Penalty: 4482.321777
	Iteration 73Q: 3 clusters Score -659493.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -659493.750000 Penalty: 4482.321777
	Iteration 74Q: 3 clusters Score -659493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -659495.687500 Penalty: 4482.321777
	Iteration 75Q: 3 clusters Score -659495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -659497.375000 Penalty: 4482.321777
	Iteration 76Q: 3 clusters Score -659497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -659498.125000 Penalty: 4482.321777
	Iteration 77Q: 3 clusters Score -659498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -659499.500000 Penalty: 4482.321777
	Iteration 78Q: 3 clusters Score -659499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -659499.500000 Penalty: 4482.321777
	Iteration 79F: 3 clusters Score -659499.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -102614.742188 Penalty: 1818.589722
	Iteration 0F: 2 clusters Score -102614.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -100296.085938 Penalty: 3637.179443
	Iteration 0F: 3 clusters Score -100296.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100668.234375 Penalty: 3637.179443
	Iteration 1F: 3 clusters Score -100668.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -100762.726562 Penalty: 3637.179443
	Iteration 2F: 3 clusters Score -100762.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -100810.882812 Penalty: 3637.179443
	Iteration 3Q: 3 clusters Score -100810.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100853.632812 Penalty: 3637.179443
	Iteration 4Q: 3 clusters Score -100853.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -100891.507812 Penalty: 3637.179443
	Iteration 5Q: 3 clusters Score -100891.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -100918.632812 Penalty: 3637.179443
	Iteration 6Q: 3 clusters Score -100918.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -100935.718750 Penalty: 3637.179443
	Iteration 7Q: 3 clusters Score -100935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100954.046875 Penalty: 3637.179443
	Iteration 8Q: 3 clusters Score -100954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -100966.242188 Penalty: 3637.179443
	Iteration 9Q: 3 clusters Score -100966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -100975.281250 Penalty: 3637.179443
	Iteration 10Q: 3 clusters Score -100975.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -100984.421875 Penalty: 3637.179443
	Iteration 11Q: 3 clusters Score -100984.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -100989.992188 Penalty: 3637.179443
	Iteration 12Q: 3 clusters Score -100990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100990.546875 Penalty: 3637.179443
	Iteration 13Q: 3 clusters Score -100990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -100991.531250 Penalty: 3637.179443
	Iteration 14Q: 3 clusters Score -100991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100994.242188 Penalty: 3637.179443
	Iteration 15Q: 3 clusters Score -100994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100996.757812 Penalty: 3637.179443
	Iteration 16Q: 3 clusters Score -100996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100998.671875 Penalty: 3637.179443
	Iteration 17Q: 3 clusters Score -100998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101000.351562 Penalty: 3637.179443
	Iteration 18Q: 3 clusters Score -101000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -101001.554688 Penalty: 3637.179443
	Iteration 19Q: 3 clusters Score -101001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -101001.554688 Penalty: 3637.179443
	Iteration 20F: 3 clusters Score -101001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -507341.625000 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -507341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -501968.500000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -501968.5 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -503413.750000 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -503413.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -503809.593750 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -503809.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -504146.250000 Penalty: 4344.094727
	Iteration 3F: 3 clusters Score -504146.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -504446.312500 Penalty: 4344.094727
	Iteration 4F: 3 clusters Score -504446.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -504709.750000 Penalty: 4344.094727
	Iteration 5F: 3 clusters Score -504709.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -504959.437500 Penalty: 4344.094727
	Iteration 6F: 3 clusters Score -504959.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -505190.750000 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -505190.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -505389.031250 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -505389 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -505527.250000 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -505527.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -505643.531250 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -505643.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -505733.281250 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -505733.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -505790.625000 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -505790.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -505837.687500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -505837.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -505872.812500 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -505872.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -505895.906250 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -505895.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -505911.468750 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -505911.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -505921.656250 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -505921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -505928.937500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -505928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -505932.281250 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -505932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -505934.781250 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -505934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -505936.718750 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -505936.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -505938.812500 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -505938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -505941.531250 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -505941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -505945.375000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -505945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -505947.812500 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -505947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -505947.937500 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -505947.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -505949.093750 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -505949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -505949.531250 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -505949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -505951.375000 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -505951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -505953.812500 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -505953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -505955.812500 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -505955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -505956.156250 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -505956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -505956.156250 Penalty: 4344.094727
	Iteration 33F: 3 clusters Score -505956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -253326.875000 Penalty: 2012.723389
	Iteration 0F: 2 clusters Score -253326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -249874.687500 Penalty: 4025.446777
	Iteration 0F: 3 clusters Score -249874.7 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -250587.812500 Penalty: 4025.446777
	Iteration 1F: 3 clusters Score -250587.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -250752.093750 Penalty: 4025.446777
	Iteration 2F: 3 clusters Score -250752.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -250884.171875 Penalty: 4025.446777
	Iteration 3F: 3 clusters Score -250884.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -251011.640625 Penalty: 4025.446777
	Iteration 4Q: 3 clusters Score -251011.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -251210.656250 Penalty: 4025.446777
	Iteration 5Q: 3 clusters Score -251210.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -251538.859375 Penalty: 4025.446777
	Iteration 6Q: 3 clusters Score -251538.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -251806.625000 Penalty: 4025.446777
	Iteration 7F: 3 clusters Score -251806.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -251984.125000 Penalty: 4025.446777
	Iteration 8F: 3 clusters Score -251984.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -252097.343750 Penalty: 4025.446777
	Iteration 9Q: 3 clusters Score -252097.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -252181.656250 Penalty: 4025.446777
	Iteration 10Q: 3 clusters Score -252181.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -252251.734375 Penalty: 4025.446777
	Iteration 11Q: 3 clusters Score -252251.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252323.671875 Penalty: 4025.446777
	Iteration 12Q: 3 clusters Score -252323.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252393.140625 Penalty: 4025.446777
	Iteration 13Q: 3 clusters Score -252393.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252461.562500 Penalty: 4025.446777
	Iteration 14Q: 3 clusters Score -252461.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -252514.343750 Penalty: 4025.446777
	Iteration 15Q: 3 clusters Score -252514.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -252579.000000 Penalty: 4025.446777
	Iteration 16Q: 3 clusters Score -252579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -252649.609375 Penalty: 4025.446777
	Iteration 17Q: 3 clusters Score -252649.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -252758.765625 Penalty: 4025.446777
	Iteration 18Q: 3 clusters Score -252758.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252880.031250 Penalty: 4025.446777
	Iteration 19Q: 3 clusters Score -252880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -253016.609375 Penalty: 4025.446777
	Iteration 20F: 3 clusters Score -253016.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253143.906250 Penalty: 4025.446777
	Iteration 21Q: 3 clusters Score -253143.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -253178.640625 Penalty: 4025.446777
	Iteration 22Q: 3 clusters Score -253178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -253184.453125 Penalty: 4025.446777
	Iteration 23Q: 3 clusters Score -253184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -253184.453125 Penalty: 4025.446777
	Iteration 24F: 3 clusters Score -253184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -141519.250000 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -141519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -138969.421875 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -138969.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -139471.140625 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -139471.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -139598.468750 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -139598.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -139675.812500 Penalty: 3744.083740
	Iteration 3Q: 3 clusters Score -139675.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -139745.296875 Penalty: 3744.083740
	Iteration 4Q: 3 clusters Score -139745.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -139784.265625 Penalty: 3744.083740
	Iteration 5Q: 3 clusters Score -139784.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139825.218750 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -139825.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -139849.593750 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -139849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -139868.406250 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -139868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -139887.234375 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -139887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -139898.312500 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -139898.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -139913.140625 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -139913.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -139923.984375 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -139924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -139936.265625 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -139936.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -139949.625000 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -139949.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -139965.218750 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -139965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -139976.421875 Penalty: 3744.083740
	Iteration 16Q: 3 clusters Score -139976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -139985.187500 Penalty: 3744.083740
	Iteration 17Q: 3 clusters Score -139985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -139992.218750 Penalty: 3744.083740
	Iteration 18Q: 3 clusters Score -139992.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -139999.781250 Penalty: 3744.083740
	Iteration 19Q: 3 clusters Score -139999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -140011.656250 Penalty: 3744.083740
	Iteration 20F: 3 clusters Score -140011.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -140025.906250 Penalty: 3744.083740
	Iteration 21Q: 3 clusters Score -140025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -140045.078125 Penalty: 3744.083740
	Iteration 22Q: 3 clusters Score -140045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -140061.312500 Penalty: 3744.083740
	Iteration 23Q: 3 clusters Score -140061.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -140074.781250 Penalty: 3744.083740
	Iteration 24Q: 3 clusters Score -140074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -140085.656250 Penalty: 3744.083740
	Iteration 25Q: 3 clusters Score -140085.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -140095.828125 Penalty: 3744.083740
	Iteration 26Q: 3 clusters Score -140095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -140104.140625 Penalty: 3744.083740
	Iteration 27Q: 3 clusters Score -140104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -140109.140625 Penalty: 3744.083740
	Iteration 28Q: 3 clusters Score -140109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -140115.609375 Penalty: 3744.083740
	Iteration 29Q: 3 clusters Score -140115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140122.718750 Penalty: 3744.083740
	Iteration 30Q: 3 clusters Score -140122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -140128.375000 Penalty: 3744.083740
	Iteration 31Q: 3 clusters Score -140128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -140130.984375 Penalty: 3744.083740
	Iteration 32Q: 3 clusters Score -140131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -140131.843750 Penalty: 3744.083740
	Iteration 33Q: 3 clusters Score -140131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140132.812500 Penalty: 3744.083740
	Iteration 34Q: 3 clusters Score -140132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140133.234375 Penalty: 3744.083740
	Iteration 35Q: 3 clusters Score -140133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -140133.234375 Penalty: 3744.083740
	Iteration 36F: 3 clusters Score -140133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -85056.734375 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -85056.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83026.320312 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -83026.32 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -83336.835938 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -83336.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83419.164062 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -83419.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83449.726562 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -83449.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -83472.273438 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -83472.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83491.968750 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -83491.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83506.773438 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -83506.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -83519.976562 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -83519.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83536.085938 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -83536.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83547.265625 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -83547.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83554.351562 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -83554.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -83559.093750 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -83559.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -83560.742188 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -83560.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -83562.367188 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -83562.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83563.171875 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -83563.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -83563.171875 Penalty: 3495.999756
	Iteration 15F: 3 clusters Score -83563.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Entering Unmasked Estep 
Score: -1637705.375000 Penalty: 2453.095947
	Iteration 0F: 2 clusters Score -1637705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1623821.625000 Penalty: 4906.191895
	Iteration 0F: 3 clusters Score -1623822 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1628349.625000 Penalty: 4906.191895
	Iteration 1F: 3 clusters Score -1628350 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1628715.000000 Penalty: 4906.191895
	Iteration 2F: 3 clusters Score -1628715 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1629033.375000 Penalty: 4906.191895
	Iteration 3Q: 3 clusters Score -1629033 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1629303.875000 Penalty: 4906.191895
	Iteration 4Q: 3 clusters Score -1629304 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1629543.750000 Penalty: 4906.191895
	Iteration 5Q: 3 clusters Score -1629544 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1629789.625000 Penalty: 4906.191895
	Iteration 6Q: 3 clusters Score -1629790 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1630104.875000 Penalty: 4906.191895
	Iteration 7Q: 3 clusters Score -1630105 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1630502.375000 Penalty: 4906.191895
	Iteration 8Q: 3 clusters Score -1630502 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1630963.875000 Penalty: 4906.191895
	Iteration 9Q: 3 clusters Score -1630964 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1631449.125000 Penalty: 4906.191895
	Iteration 10Q: 3 clusters Score -1631449 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1631968.500000 Penalty: 4906.191895
	Iteration 11Q: 3 clusters Score -1631968 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1632534.125000 Penalty: 4906.191895
	Iteration 12Q: 3 clusters Score -1632534 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1633064.875000 Penalty: 4906.191895
	Iteration 13Q: 3 clusters Score -1633065 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1633536.375000 Penalty: 4906.191895
	Iteration 14Q: 3 clusters Score -1633536 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1633957.125000 Penalty: 4906.191895
	Iteration 15Q: 3 clusters Score -1633957 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1634284.000000 Penalty: 4906.191895
	Iteration 16Q: 3 clusters Score -1634284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1634564.750000 Penalty: 4906.191895
	Iteration 17Q: 3 clusters Score -1634565 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1634784.125000 Penalty: 4906.191895
	Iteration 18Q: 3 clusters Score -1634784 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1634979.375000 Penalty: 4906.191895
	Iteration 19Q: 3 clusters Score -1634979 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1635117.500000 Penalty: 4906.191895
	Iteration 20F: 3 clusters Score -1635118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1635219.750000 Penalty: 4906.191895
	Iteration 21Q: 3 clusters Score -1635220 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1635282.750000 Penalty: 4906.191895
	Iteration 22Q: 3 clusters Score -1635283 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1635336.500000 Penalty: 4906.191895
	Iteration 23Q: 3 clusters Score -1635336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -1635374.250000 Penalty: 4906.191895
	Iteration 24Q: 3 clusters Score -1635374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1635410.250000 Penalty: 4906.191895
	Iteration 25Q: 3 clusters Score -1635410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1635443.250000 Penalty: 4906.191895
	Iteration 26Q: 3 clusters Score -1635443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1635466.125000 Penalty: 4906.191895
	Iteration 27Q: 3 clusters Score -1635466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1635479.500000 Penalty: 4906.191895
	Iteration 28Q: 3 clusters Score -1635480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1635494.750000 Penalty: 4906.191895
	Iteration 29Q: 3 clusters Score -1635495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1635508.125000 Penalty: 4906.191895
	Iteration 30Q: 3 clusters Score -1635508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -1635526.375000 Penalty: 4906.191895
	Iteration 31Q: 3 clusters Score -1635526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1635537.000000 Penalty: 4906.191895
	Iteration 32Q: 3 clusters Score -1635537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1635553.500000 Penalty: 4906.191895
	Iteration 33Q: 3 clusters Score -1635554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1635570.000000 Penalty: 4906.191895
	Iteration 34Q: 3 clusters Score -1635570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1635582.500000 Penalty: 4906.191895
	Iteration 35Q: 3 clusters Score -1635582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1635592.125000 Penalty: 4906.191895
	Iteration 36Q: 3 clusters Score -1635592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1635604.000000 Penalty: 4906.191895
	Iteration 37Q: 3 clusters Score -1635604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -1635613.500000 Penalty: 4906.191895
	Iteration 38Q: 3 clusters Score -1635614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1635621.750000 Penalty: 4906.191895
	Iteration 39Q: 3 clusters Score -1635622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -1635626.500000 Penalty: 4906.191895
	Iteration 40F: 3 clusters Score -1635626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1635630.250000 Penalty: 4906.191895
	Iteration 41Q: 3 clusters Score -1635630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1635635.250000 Penalty: 4906.191895
	Iteration 42Q: 3 clusters Score -1635635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1635637.125000 Penalty: 4906.191895
	Iteration 43Q: 3 clusters Score -1635637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1635639.375000 Penalty: 4906.191895
	Iteration 44Q: 3 clusters Score -1635639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1635641.750000 Penalty: 4906.191895
	Iteration 45Q: 3 clusters Score -1635642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1635642.375000 Penalty: 4906.191895
	Iteration 46Q: 3 clusters Score -1635642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1635646.500000 Penalty: 4906.191895
	Iteration 47Q: 3 clusters Score -1635646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1635646.500000 Penalty: 4906.191895
	Iteration 48F: 3 clusters Score -1635646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (162518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162518 members 
Entering Unmasked Estep 
Score: -13241378.000000 Penalty: 2975.638916
	Iteration 0F: 2 clusters Score -1.324138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -13132468.000000 Penalty: 5951.277832
	Iteration 0F: 3 clusters Score -1.313247e+07 nChanged 77726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -13178273.000000 Penalty: 5951.277832
	Iteration 1F: 3 clusters Score -1.317827e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -13180102.000000 Penalty: 5951.277832
	Iteration 2Q: 3 clusters Score -1.31801e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -13183277.000000 Penalty: 5951.277832
	Iteration 3Q: 3 clusters Score -1.318328e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -13188821.000000 Penalty: 5951.277832
	Iteration 4F: 3 clusters Score -1.318882e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 119057 members 
Entering Unmasked Estep 
Score: -13198195.000000 Penalty: 5951.277832
	Iteration 5F: 3 clusters Score -1.31982e+07 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -13211030.000000 Penalty: 5951.277832
	Iteration 6F: 3 clusters Score -1.321103e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -13224000.000000 Penalty: 5951.277832
	Iteration 7F: 3 clusters Score -1.3224e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -13232654.000000 Penalty: 5951.277832
	Iteration 8F: 3 clusters Score -1.323265e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 159248 members 
Entering Unmasked Estep 
Score: -13236513.000000 Penalty: 5951.277832
	Iteration 9Q: 3 clusters Score -1.323651e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 160935 members 
Entering Unmasked Estep 
Score: -13237965.000000 Penalty: 5951.277832
	Iteration 10Q: 3 clusters Score -1.323796e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 161534 members 
Entering Unmasked Estep 
Score: -13238534.000000 Penalty: 5951.277832
	Iteration 11Q: 3 clusters Score -1.323853e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 161755 members 
Entering Unmasked Estep 
Score: -13238764.000000 Penalty: 5951.277832
	Iteration 12Q: 3 clusters Score -1.323876e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -13238838.000000 Penalty: 5951.277832
	Iteration 13Q: 3 clusters Score -1.323884e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 161874 members 
Entering Unmasked Estep 
Score: -13238907.000000 Penalty: 5951.277832
	Iteration 14Q: 3 clusters Score -1.323891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -13238923.000000 Penalty: 5951.277832
	Iteration 15Q: 3 clusters Score -1.323892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -13238941.000000 Penalty: 5951.277832
	Iteration 16Q: 3 clusters Score -1.323894e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -13238959.000000 Penalty: 5951.277832
	Iteration 17Q: 3 clusters Score -1.323896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -13238976.000000 Penalty: 5951.277832
	Iteration 18Q: 3 clusters Score -1.323898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -13238972.000000 Penalty: 5951.277832
	Iteration 19Q: 3 clusters Score -1.323897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -13238996.000000 Penalty: 5951.277832
	Iteration 20F: 3 clusters Score -1.3239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -13238993.000000 Penalty: 5951.277832
	Iteration 21Q: 3 clusters Score -1.323899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 161936 members 
Entering Unmasked Estep 
Score: -13239031.000000 Penalty: 5951.277832
	Iteration 22Q: 3 clusters Score -1.323903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 161940 members 
Entering Unmasked Estep 
Score: -13239041.000000 Penalty: 5951.277832
	Iteration 23Q: 3 clusters Score -1.323904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -13239049.000000 Penalty: 5951.277832
	Iteration 24Q: 3 clusters Score -1.323905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -13239047.000000 Penalty: 5951.277832
	Iteration 25Q: 3 clusters Score -1.323905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -13239051.000000 Penalty: 5951.277832
	Iteration 26Q: 3 clusters Score -1.323905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 161942 members 
Entering Unmasked Estep 
Score: -13239049.000000 Penalty: 5951.277832
	Iteration 27Q: 3 clusters Score -1.323905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -13239049.000000 Penalty: 5951.277832
	Iteration 28Q: 3 clusters Score -1.323905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -13239055.000000 Penalty: 5951.277832
	Iteration 29Q: 3 clusters Score -1.323906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 161942 members 
Entering Unmasked Estep 
Score: -13239061.000000 Penalty: 5951.277832
	Iteration 30Q: 3 clusters Score -1.323906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -13239057.000000 Penalty: 5951.277832
	Iteration 31Q: 3 clusters Score -1.323906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -13239060.000000 Penalty: 5951.277832
	Iteration 32Q: 3 clusters Score -1.323906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 161940 members 
Entering Unmasked Estep 
Score: -13239060.000000 Penalty: 5951.277832
	Iteration 33Q: 3 clusters Score -1.323906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 161939 members 
Entering Unmasked Estep 
Score: -13239057.000000 Penalty: 5951.277832
	Iteration 34Q: 3 clusters Score -1.323906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -13239056.000000 Penalty: 5951.277832
	Iteration 35Q: 3 clusters Score -1.323906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 161936 members 
Entering Unmasked Estep 
Score: -13239058.000000 Penalty: 5951.277832
	Iteration 36Q: 3 clusters Score -1.323906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -13239059.000000 Penalty: 5951.277832
	Iteration 37Q: 3 clusters Score -1.323906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -13239056.000000 Penalty: 5951.277832
	Iteration 38Q: 3 clusters Score -1.323906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -13239058.000000 Penalty: 5951.277832
	Iteration 39Q: 3 clusters Score -1.323906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -13239058.000000 Penalty: 5951.277832
	Iteration 40F: 3 clusters Score -1.323906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -266475.625000 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -266475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -262994.531250 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -262994.5 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -263838.843750 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -263838.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -264088.812500 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -264088.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -264248.937500 Penalty: 4036.438232
	Iteration 3F: 3 clusters Score -264248.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -264373.343750 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -264373.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -264459.000000 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -264459 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -264509.218750 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -264509.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264550.093750 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -264550.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -264595.187500 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -264595.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -264649.812500 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -264649.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264687.968750 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -264688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264725.812500 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -264725.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -264758.937500 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -264758.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -264787.281250 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -264787.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -264801.281250 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -264801.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -264817.218750 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -264817.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264825.625000 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -264825.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264835.406250 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -264835.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -264844.625000 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -264844.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -264852.968750 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -264853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -264859.906250 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -264859.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264866.625000 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -264866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -264870.656250 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -264870.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -264874.937500 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -264874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -264877.187500 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -264877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -264877.562500 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -264877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -264878.031250 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -264878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -264877.906250 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -264877.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -264878.500000 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -264878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264881.062500 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -264881.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -264883.468750 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -264883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264884.812500 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -264884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264886.125000 Penalty: 4036.438232
	Iteration 32Q: 3 clusters Score -264886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264888.437500 Penalty: 4036.438232
	Iteration 33Q: 3 clusters Score -264888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264889.812500 Penalty: 4036.438232
	Iteration 34Q: 3 clusters Score -264889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -264891.593750 Penalty: 4036.438232
	Iteration 35Q: 3 clusters Score -264891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -264892.250000 Penalty: 4036.438232
	Iteration 36Q: 3 clusters Score -264892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264894.156250 Penalty: 4036.438232
	Iteration 37Q: 3 clusters Score -264894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264896.156250 Penalty: 4036.438232
	Iteration 38Q: 3 clusters Score -264896.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -264898.531250 Penalty: 4036.438232
	Iteration 39Q: 3 clusters Score -264898.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264899.468750 Penalty: 4036.438232
	Iteration 40F: 3 clusters Score -264899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -264899.906250 Penalty: 4036.438232
	Iteration 41Q: 3 clusters Score -264899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -264900.375000 Penalty: 4036.438232
	Iteration 42Q: 3 clusters Score -264900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264900.781250 Penalty: 4036.438232
	Iteration 43Q: 3 clusters Score -264900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264900.781250 Penalty: 4036.438232
	Iteration 44F: 3 clusters Score -264900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -49086.769531 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -49086.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -47273.925781 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -47273.93 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -47524.457031 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -47524.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47622.472656 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -47622.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -47716.015625 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -47716.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -47790.179688 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -47790.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -47838.449219 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -47838.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47869.335938 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -47869.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47881.476562 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -47881.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47892.597656 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -47892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47898.730469 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -47898.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47913.265625 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -47913.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47926.476562 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -47926.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47939.421875 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -47939.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47953.937500 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -47953.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47965.546875 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -47965.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47973.570312 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -47973.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47980.550781 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -47980.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47991.660156 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -47991.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47995.562500 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -47995.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48001.718750 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -48001.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48003.812500 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -48003.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Entering Unmasked Estep 
Score: -2381593.500000 Penalty: 2545.305176
	Iteration 0F: 2 clusters Score -2381594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2361784.500000 Penalty: 5090.610352
	Iteration 0F: 3 clusters Score -2361784 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2368736.500000 Penalty: 5090.610352
	Iteration 1F: 3 clusters Score -2368736 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2369179.250000 Penalty: 5090.610352
	Iteration 2Q: 3 clusters Score -2369179 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2369508.500000 Penalty: 5090.610352
	Iteration 3Q: 3 clusters Score -2369508 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2369814.750000 Penalty: 5090.610352
	Iteration 4Q: 3 clusters Score -2369815 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2370092.750000 Penalty: 5090.610352
	Iteration 5Q: 3 clusters Score -2370093 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2370414.500000 Penalty: 5090.610352
	Iteration 6Q: 3 clusters Score -2370414 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2370821.000000 Penalty: 5090.610352
	Iteration 7Q: 3 clusters Score -2370821 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2371276.000000 Penalty: 5090.610352
	Iteration 8Q: 3 clusters Score -2371276 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2371867.000000 Penalty: 5090.610352
	Iteration 9Q: 3 clusters Score -2371867 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2372592.500000 Penalty: 5090.610352
	Iteration 10Q: 3 clusters Score -2372592 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2373491.250000 Penalty: 5090.610352
	Iteration 11F: 3 clusters Score -2373491 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2374550.250000 Penalty: 5090.610352
	Iteration 12F: 3 clusters Score -2374550 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2375682.500000 Penalty: 5090.610352
	Iteration 13F: 3 clusters Score -2375682 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2376659.250000 Penalty: 5090.610352
	Iteration 14Q: 3 clusters Score -2376659 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2377390.250000 Penalty: 5090.610352
	Iteration 15Q: 3 clusters Score -2377390 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2377927.000000 Penalty: 5090.610352
	Iteration 16Q: 3 clusters Score -2377927 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2378321.250000 Penalty: 5090.610352
	Iteration 17Q: 3 clusters Score -2378321 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2378631.250000 Penalty: 5090.610352
	Iteration 18Q: 3 clusters Score -2378631 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2378808.750000 Penalty: 5090.610352
	Iteration 19Q: 3 clusters Score -2378809 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2378943.750000 Penalty: 5090.610352
	Iteration 20F: 3 clusters Score -2378944 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2379041.250000 Penalty: 5090.610352
	Iteration 21Q: 3 clusters Score -2379041 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2379125.750000 Penalty: 5090.610352
	Iteration 22Q: 3 clusters Score -2379126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2379197.250000 Penalty: 5090.610352
	Iteration 23Q: 3 clusters Score -2379197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2379258.750000 Penalty: 5090.610352
	Iteration 24Q: 3 clusters Score -2379259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2379306.000000 Penalty: 5090.610352
	Iteration 25Q: 3 clusters Score -2379306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2379322.500000 Penalty: 5090.610352
	Iteration 26Q: 3 clusters Score -2379322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2379347.500000 Penalty: 5090.610352
	Iteration 27Q: 3 clusters Score -2379348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2379357.500000 Penalty: 5090.610352
	Iteration 28Q: 3 clusters Score -2379358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2379371.000000 Penalty: 5090.610352
	Iteration 29Q: 3 clusters Score -2379371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2379383.250000 Penalty: 5090.610352
	Iteration 30Q: 3 clusters Score -2379383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2379398.250000 Penalty: 5090.610352
	Iteration 31Q: 3 clusters Score -2379398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2379408.750000 Penalty: 5090.610352
	Iteration 32Q: 3 clusters Score -2379409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2379411.250000 Penalty: 5090.610352
	Iteration 33Q: 3 clusters Score -2379411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2379427.250000 Penalty: 5090.610352
	Iteration 34Q: 3 clusters Score -2379427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2379430.250000 Penalty: 5090.610352
	Iteration 35Q: 3 clusters Score -2379430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2379431.000000 Penalty: 5090.610352
	Iteration 36Q: 3 clusters Score -2379431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2379431.000000 Penalty: 5090.610352
	Iteration 37Q: 3 clusters Score -2379431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2379431.000000 Penalty: 5090.610352
	Iteration 38F: 3 clusters Score -2379431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35684 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18101 members 
Mstep: Class 10 contains 852264 members 
Mstep: Class 11 contains 51641 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98313 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31576 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 32626 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16268 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249987 members 
Mstep: Class 25 contains 31311 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1530 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19762 members 
Mstep: Class 33 contains 162518 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799888.000000 Penalty: 128699.546875
Iteration 159Q: 37 clusters Score -1.427999e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35680 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18102 members 
Mstep: Class 10 contains 852266 members 
Mstep: Class 11 contains 51638 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98312 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31576 members 
Mstep: Class 17 contains 5078 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16269 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4692 members 
Mstep: Class 24 contains 249983 members 
Mstep: Class 25 contains 31311 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19761 members 
Mstep: Class 33 contains 162518 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142799936.000000 Penalty: 128699.546875
Iteration 160F: 37 clusters Score -1.427999e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35675 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18101 members 
Mstep: Class 10 contains 852259 members 
Mstep: Class 11 contains 51634 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98310 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31574 members 
Mstep: Class 17 contains 5087 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16268 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 249999 members 
Mstep: Class 25 contains 31314 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19758 members 
Mstep: Class 33 contains 162516 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800112.000000 Penalty: 128699.546875
Iteration 161Q: 37 clusters Score -1.428001e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35675 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18095 members 
Mstep: Class 10 contains 852247 members 
Mstep: Class 11 contains 51632 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98310 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16265 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4695 members 
Mstep: Class 24 contains 250014 members 
Mstep: Class 25 contains 31312 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19752 members 
Mstep: Class 33 contains 162515 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800176.000000 Penalty: 128699.546875
Iteration 162Q: 37 clusters Score -1.428002e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35670 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 18088 members 
Mstep: Class 10 contains 852242 members 
Mstep: Class 11 contains 51633 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98306 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31568 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16265 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4696 members 
Mstep: Class 24 contains 250034 members 
Mstep: Class 25 contains 31309 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19749 members 
Mstep: Class 33 contains 162512 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800160.000000 Penalty: 128699.546875
Iteration 163Q: 37 clusters Score -1.428002e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35668 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 18083 members 
Mstep: Class 10 contains 852228 members 
Mstep: Class 11 contains 51634 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98306 members 
Mstep: Class 14 contains 19540 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31566 members 
Mstep: Class 17 contains 5128 members 
Mstep: Class 18 contains 32633 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16263 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4698 members 
Mstep: Class 24 contains 250056 members 
Mstep: Class 25 contains 31310 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19746 members 
Mstep: Class 33 contains 162505 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800256.000000 Penalty: 128699.546875
Iteration 164Q: 37 clusters Score -1.428003e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 35665 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18080 members 
Mstep: Class 10 contains 852216 members 
Mstep: Class 11 contains 51633 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98305 members 
Mstep: Class 14 contains 19540 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31567 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 32632 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16262 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4699 members 
Mstep: Class 24 contains 250080 members 
Mstep: Class 25 contains 31313 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19743 members 
Mstep: Class 33 contains 162504 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800272.000000 Penalty: 128699.546875
Iteration 165Q: 37 clusters Score -1.428003e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 35660 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18082 members 
Mstep: Class 10 contains 852216 members 
Mstep: Class 11 contains 51632 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98300 members 
Mstep: Class 14 contains 19541 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31569 members 
Mstep: Class 17 contains 5140 members 
Mstep: Class 18 contains 32634 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16261 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 250085 members 
Mstep: Class 25 contains 31314 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19742 members 
Mstep: Class 33 contains 162502 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800272.000000 Penalty: 128699.546875
Iteration 166Q: 37 clusters Score -1.428003e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35658 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 18078 members 
Mstep: Class 10 contains 852209 members 
Mstep: Class 11 contains 51632 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98300 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31569 members 
Mstep: Class 17 contains 5153 members 
Mstep: Class 18 contains 32634 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16258 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4701 members 
Mstep: Class 24 contains 250087 members 
Mstep: Class 25 contains 31319 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19743 members 
Mstep: Class 33 contains 162499 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800304.000000 Penalty: 128699.546875
Iteration 167Q: 37 clusters Score -1.428003e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35654 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 18076 members 
Mstep: Class 10 contains 852209 members 
Mstep: Class 11 contains 51629 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98300 members 
Mstep: Class 14 contains 19544 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31568 members 
Mstep: Class 17 contains 5163 members 
Mstep: Class 18 contains 32634 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250093 members 
Mstep: Class 25 contains 31321 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19743 members 
Mstep: Class 33 contains 162496 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800272.000000 Penalty: 128699.546875
Iteration 168Q: 37 clusters Score -1.428003e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35649 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18073 members 
Mstep: Class 10 contains 852195 members 
Mstep: Class 11 contains 51624 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98298 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31573 members 
Mstep: Class 17 contains 5181 members 
Mstep: Class 18 contains 32633 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250104 members 
Mstep: Class 25 contains 31323 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19741 members 
Mstep: Class 33 contains 162495 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800240.000000 Penalty: 128699.546875
Iteration 169Q: 37 clusters Score -1.428002e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35648 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18070 members 
Mstep: Class 10 contains 852181 members 
Mstep: Class 11 contains 51622 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98298 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31574 members 
Mstep: Class 17 contains 5197 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250112 members 
Mstep: Class 25 contains 31325 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19739 members 
Mstep: Class 33 contains 162495 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800384.000000 Penalty: 128699.546875
Iteration 170Q: 37 clusters Score -1.428004e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35647 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18066 members 
Mstep: Class 10 contains 852177 members 
Mstep: Class 11 contains 51618 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98295 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250125 members 
Mstep: Class 25 contains 31326 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19737 members 
Mstep: Class 33 contains 162493 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800368.000000 Penalty: 128699.546875
Iteration 171Q: 37 clusters Score -1.428004e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35645 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 852172 members 
Mstep: Class 11 contains 51614 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98293 members 
Mstep: Class 14 contains 19546 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31570 members 
Mstep: Class 17 contains 5224 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250137 members 
Mstep: Class 25 contains 31327 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19736 members 
Mstep: Class 33 contains 162492 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800336.000000 Penalty: 128699.546875
Iteration 172Q: 37 clusters Score -1.428003e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 6162 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35642 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18060 members 
Mstep: Class 10 contains 852160 members 
Mstep: Class 11 contains 51611 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98293 members 
Mstep: Class 14 contains 19547 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250144 members 
Mstep: Class 25 contains 31327 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19736 members 
Mstep: Class 33 contains 162494 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800304.000000 Penalty: 128699.546875
Iteration 173Q: 37 clusters Score -1.428003e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35641 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 10 contains 852155 members 
Mstep: Class 11 contains 51611 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98293 members 
Mstep: Class 14 contains 19547 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16257 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250152 members 
Mstep: Class 25 contains 31327 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19735 members 
Mstep: Class 33 contains 162495 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800208.000000 Penalty: 128699.546875
Iteration 174Q: 37 clusters Score -1.428002e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 10 contains 852154 members 
Mstep: Class 11 contains 51607 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98292 members 
Mstep: Class 14 contains 19549 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31572 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16256 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250158 members 
Mstep: Class 25 contains 31330 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19734 members 
Mstep: Class 33 contains 162493 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800160.000000 Penalty: 128699.546875
Iteration 175Q: 37 clusters Score -1.428002e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18054 members 
Mstep: Class 10 contains 852148 members 
Mstep: Class 11 contains 51607 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98295 members 
Mstep: Class 14 contains 19551 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 5256 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250153 members 
Mstep: Class 25 contains 31330 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19733 members 
Mstep: Class 33 contains 162492 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800144.000000 Penalty: 128699.546875
Iteration 176Q: 37 clusters Score -1.428001e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18052 members 
Mstep: Class 10 contains 852145 members 
Mstep: Class 11 contains 51605 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98296 members 
Mstep: Class 14 contains 19554 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31569 members 
Mstep: Class 17 contains 5267 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250153 members 
Mstep: Class 25 contains 31331 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19730 members 
Mstep: Class 33 contains 162491 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800096.000000 Penalty: 128699.546875
Iteration 177Q: 37 clusters Score -1.428001e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18050 members 
Mstep: Class 10 contains 852142 members 
Mstep: Class 11 contains 51603 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98297 members 
Mstep: Class 14 contains 19556 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31569 members 
Mstep: Class 17 contains 5277 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 250149 members 
Mstep: Class 25 contains 31329 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19729 members 
Mstep: Class 33 contains 162491 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800160.000000 Penalty: 128699.546875
Iteration 178Q: 37 clusters Score -1.428002e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 35638 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 10 contains 852144 members 
Mstep: Class 11 contains 51598 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98300 members 
Mstep: Class 14 contains 19558 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31569 members 
Mstep: Class 17 contains 5279 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 250148 members 
Mstep: Class 25 contains 31330 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19729 members 
Mstep: Class 33 contains 162492 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800112.000000 Penalty: 128699.546875
Iteration 179Q: 37 clusters Score -1.428001e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20242 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 35636 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18043 members 
Mstep: Class 10 contains 852140 members 
Mstep: Class 11 contains 51597 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98302 members 
Mstep: Class 14 contains 19564 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31568 members 
Mstep: Class 17 contains 5292 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 250138 members 
Mstep: Class 25 contains 31332 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19728 members 
Mstep: Class 33 contains 162492 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800224.000000 Penalty: 128699.546875
Iteration 180F: 37 clusters Score -1.428002e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20241 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 35635 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18039 members 
Mstep: Class 10 contains 852133 members 
Mstep: Class 11 contains 51599 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98307 members 
Mstep: Class 14 contains 19566 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16254 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 250126 members 
Mstep: Class 25 contains 31333 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19726 members 
Mstep: Class 33 contains 162495 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800256.000000 Penalty: 128699.546875
Iteration 181Q: 37 clusters Score -1.428003e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 35635 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18033 members 
Mstep: Class 10 contains 852134 members 
Mstep: Class 11 contains 51598 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98303 members 
Mstep: Class 14 contains 19567 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16253 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 250120 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19726 members 
Mstep: Class 33 contains 162493 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 829 members 
Mstep: Class 36 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800256.000000 Penalty: 128699.546875
Iteration 182Q: 37 clusters Score -1.428003e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 35634 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18030 members 
Mstep: Class 10 contains 852133 members 
Mstep: Class 11 contains 51592 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98303 members 
Mstep: Class 14 contains 19569 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31574 members 
Mstep: Class 17 contains 5329 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16253 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250123 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19725 members 
Mstep: Class 33 contains 162495 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 830 members 
Mstep: Class 36 contains 28607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800304.000000 Penalty: 128699.546875
Iteration 183Q: 37 clusters Score -1.428003e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 35632 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18025 members 
Mstep: Class 10 contains 852126 members 
Mstep: Class 11 contains 51590 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98304 members 
Mstep: Class 14 contains 19570 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31577 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16252 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250135 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19723 members 
Mstep: Class 33 contains 162494 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 831 members 
Mstep: Class 36 contains 28608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800352.000000 Penalty: 128699.546875
Iteration 184Q: 37 clusters Score -1.428004e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 35633 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 852122 members 
Mstep: Class 11 contains 51587 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98307 members 
Mstep: Class 14 contains 19571 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31578 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 32626 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16252 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 250137 members 
Mstep: Class 25 contains 31336 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19721 members 
Mstep: Class 33 contains 162494 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800384.000000 Penalty: 128699.546875
Iteration 185Q: 37 clusters Score -1.428004e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 35628 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18019 members 
Mstep: Class 10 contains 852113 members 
Mstep: Class 11 contains 51589 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98307 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31580 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16253 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250122 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19721 members 
Mstep: Class 33 contains 162494 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800448.000000 Penalty: 128699.546875
Iteration 186Q: 37 clusters Score -1.428004e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 35627 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18021 members 
Mstep: Class 10 contains 852107 members 
Mstep: Class 11 contains 51586 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98308 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31585 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16251 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250129 members 
Mstep: Class 25 contains 31330 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19725 members 
Mstep: Class 33 contains 162494 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800464.000000 Penalty: 128699.546875
Iteration 187Q: 37 clusters Score -1.428005e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20240 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 35624 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 852101 members 
Mstep: Class 11 contains 51588 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98308 members 
Mstep: Class 14 contains 19572 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31586 members 
Mstep: Class 17 contains 5364 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16252 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250134 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19718 members 
Mstep: Class 33 contains 162493 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800464.000000 Penalty: 128699.546875
Iteration 188Q: 37 clusters Score -1.428005e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 20239 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 35621 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18025 members 
Mstep: Class 10 contains 852099 members 
Mstep: Class 11 contains 51587 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98307 members 
Mstep: Class 14 contains 19572 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31584 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 32627 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16252 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250145 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19716 members 
Mstep: Class 33 contains 162487 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800336.000000 Penalty: 128699.546875
Iteration 189Q: 37 clusters Score -1.428003e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20239 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 35616 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18021 members 
Mstep: Class 10 contains 852100 members 
Mstep: Class 11 contains 51586 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98304 members 
Mstep: Class 14 contains 19572 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31585 members 
Mstep: Class 17 contains 5383 members 
Mstep: Class 18 contains 32627 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16250 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250163 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19711 members 
Mstep: Class 33 contains 162484 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800368.000000 Penalty: 128699.546875
Iteration 190Q: 37 clusters Score -1.428004e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20239 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 35608 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18021 members 
Mstep: Class 10 contains 852095 members 
Mstep: Class 11 contains 51589 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98301 members 
Mstep: Class 14 contains 19573 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31586 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16250 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250176 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19709 members 
Mstep: Class 33 contains 162484 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800336.000000 Penalty: 128699.546875
Iteration 191Q: 37 clusters Score -1.428003e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20239 members 
Mstep: Class 6 contains 10195 members 
Mstep: Class 7 contains 35602 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 18019 members 
Mstep: Class 10 contains 852096 members 
Mstep: Class 11 contains 51591 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98295 members 
Mstep: Class 14 contains 19575 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31584 members 
Mstep: Class 17 contains 5389 members 
Mstep: Class 18 contains 32627 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16247 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250198 members 
Mstep: Class 25 contains 31334 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19707 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800304.000000 Penalty: 128699.546875
Iteration 192Q: 37 clusters Score -1.428003e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20239 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35599 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18018 members 
Mstep: Class 10 contains 852100 members 
Mstep: Class 11 contains 51595 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98287 members 
Mstep: Class 14 contains 19576 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31585 members 
Mstep: Class 17 contains 5389 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 8615 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16246 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250210 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19705 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800400.000000 Penalty: 128699.546875
Iteration 193Q: 37 clusters Score -1.428004e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20239 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35600 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18019 members 
Mstep: Class 10 contains 852104 members 
Mstep: Class 11 contains 51594 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98288 members 
Mstep: Class 14 contains 19577 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31588 members 
Mstep: Class 17 contains 5385 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8614 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16244 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250209 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19704 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800304.000000 Penalty: 128699.546875
Iteration 194Q: 37 clusters Score -1.428003e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18016 members 
Mstep: Class 10 contains 852104 members 
Mstep: Class 11 contains 51593 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19579 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31588 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16243 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250215 members 
Mstep: Class 25 contains 31336 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19702 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800416.000000 Penalty: 128699.546875
Iteration 195Q: 37 clusters Score -1.428004e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 16460 members 
Mstep: Class 9 contains 18014 members 
Mstep: Class 10 contains 852098 members 
Mstep: Class 11 contains 51593 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98282 members 
Mstep: Class 14 contains 19578 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31594 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16240 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 250221 members 
Mstep: Class 25 contains 31338 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19698 members 
Mstep: Class 33 contains 162483 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800384.000000 Penalty: 128699.546875
Iteration 196Q: 37 clusters Score -1.428004e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20237 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35600 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18013 members 
Mstep: Class 10 contains 852094 members 
Mstep: Class 11 contains 51595 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98283 members 
Mstep: Class 14 contains 19578 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31596 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 32629 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16239 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250224 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19694 members 
Mstep: Class 33 contains 162484 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800512.000000 Penalty: 128699.546875
Iteration 197Q: 37 clusters Score -1.428005e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20237 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35598 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 18011 members 
Mstep: Class 10 contains 852091 members 
Mstep: Class 11 contains 51595 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98283 members 
Mstep: Class 14 contains 19581 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31598 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16237 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250229 members 
Mstep: Class 25 contains 31338 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19695 members 
Mstep: Class 33 contains 162484 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800416.000000 Penalty: 128699.546875
Iteration 198Q: 37 clusters Score -1.428004e+08 nChanged 50
Entering ConstructFrom: 
Score: -142800416.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (34325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Entering Unmasked Estep 
Score: -2696460.000000 Penalty: 2590.020020
	Iteration 0F: 2 clusters Score -2696460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2673089.500000 Penalty: 5180.040039
	Iteration 0F: 3 clusters Score -2673090 nChanged 15578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2681811.750000 Penalty: 5180.040039
	Iteration 1F: 3 clusters Score -2681812 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2682545.000000 Penalty: 5180.040039
	Iteration 2F: 3 clusters Score -2682545 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2683440.500000 Penalty: 5180.040039
	Iteration 3F: 3 clusters Score -2683440 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2684508.750000 Penalty: 5180.040039
	Iteration 4F: 3 clusters Score -2684509 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2685837.750000 Penalty: 5180.040039
	Iteration 5F: 3 clusters Score -2685838 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2687287.500000 Penalty: 5180.040039
	Iteration 6F: 3 clusters Score -2687288 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2688883.250000 Penalty: 5180.040039
	Iteration 7F: 3 clusters Score -2688883 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2690395.500000 Penalty: 5180.040039
	Iteration 8F: 3 clusters Score -2690396 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2691491.250000 Penalty: 5180.040039
	Iteration 9Q: 3 clusters Score -2691491 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2692063.250000 Penalty: 5180.040039
	Iteration 10Q: 3 clusters Score -2692063 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -2692347.750000 Penalty: 5180.040039
	Iteration 11Q: 3 clusters Score -2692348 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2692501.250000 Penalty: 5180.040039
	Iteration 12Q: 3 clusters Score -2692501 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2692614.250000 Penalty: 5180.040039
	Iteration 13Q: 3 clusters Score -2692614 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2692695.750000 Penalty: 5180.040039
	Iteration 14Q: 3 clusters Score -2692696 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2692781.250000 Penalty: 5180.040039
	Iteration 15Q: 3 clusters Score -2692781 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2692855.500000 Penalty: 5180.040039
	Iteration 16Q: 3 clusters Score -2692856 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2692921.500000 Penalty: 5180.040039
	Iteration 17Q: 3 clusters Score -2692922 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2692982.750000 Penalty: 5180.040039
	Iteration 18Q: 3 clusters Score -2692983 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2693050.500000 Penalty: 5180.040039
	Iteration 19Q: 3 clusters Score -2693050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2693087.000000 Penalty: 5180.040039
	Iteration 20F: 3 clusters Score -2693087 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2693126.250000 Penalty: 5180.040039
	Iteration 21Q: 3 clusters Score -2693126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -2693167.000000 Penalty: 5180.040039
	Iteration 22Q: 3 clusters Score -2693167 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -2693190.750000 Penalty: 5180.040039
	Iteration 23Q: 3 clusters Score -2693191 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -2693243.000000 Penalty: 5180.040039
	Iteration 24Q: 3 clusters Score -2693243 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -2693280.750000 Penalty: 5180.040039
	Iteration 25Q: 3 clusters Score -2693281 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2693326.250000 Penalty: 5180.040039
	Iteration 26Q: 3 clusters Score -2693326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -2693353.000000 Penalty: 5180.040039
	Iteration 27Q: 3 clusters Score -2693353 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -2693387.250000 Penalty: 5180.040039
	Iteration 28Q: 3 clusters Score -2693387 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2693434.500000 Penalty: 5180.040039
	Iteration 29Q: 3 clusters Score -2693434 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -2693478.000000 Penalty: 5180.040039
	Iteration 30Q: 3 clusters Score -2693478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -2693503.250000 Penalty: 5180.040039
	Iteration 31Q: 3 clusters Score -2693503 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -2693546.750000 Penalty: 5180.040039
	Iteration 32Q: 3 clusters Score -2693547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -2693580.000000 Penalty: 5180.040039
	Iteration 33Q: 3 clusters Score -2693580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -2693622.250000 Penalty: 5180.040039
	Iteration 34Q: 3 clusters Score -2693622 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -2693670.000000 Penalty: 5180.040039
	Iteration 35Q: 3 clusters Score -2693670 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -2693722.000000 Penalty: 5180.040039
	Iteration 36Q: 3 clusters Score -2693722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -2693769.500000 Penalty: 5180.040039
	Iteration 37Q: 3 clusters Score -2693770 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -2693818.250000 Penalty: 5180.040039
	Iteration 38Q: 3 clusters Score -2693818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2693866.500000 Penalty: 5180.040039
	Iteration 39Q: 3 clusters Score -2693866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -2693908.500000 Penalty: 5180.040039
	Iteration 40F: 3 clusters Score -2693908 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -2693959.750000 Penalty: 5180.040039
	Iteration 41Q: 3 clusters Score -2693960 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -2694010.500000 Penalty: 5180.040039
	Iteration 42Q: 3 clusters Score -2694010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -2694049.750000 Penalty: 5180.040039
	Iteration 43Q: 3 clusters Score -2694050 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -2694108.750000 Penalty: 5180.040039
	Iteration 44Q: 3 clusters Score -2694109 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -2694153.500000 Penalty: 5180.040039
	Iteration 45Q: 3 clusters Score -2694154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2694191.750000 Penalty: 5180.040039
	Iteration 46Q: 3 clusters Score -2694192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -2694223.250000 Penalty: 5180.040039
	Iteration 47Q: 3 clusters Score -2694223 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -2694256.750000 Penalty: 5180.040039
	Iteration 48Q: 3 clusters Score -2694257 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -2694309.000000 Penalty: 5180.040039
	Iteration 49Q: 3 clusters Score -2694309 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -2694343.750000 Penalty: 5180.040039
	Iteration 50Q: 3 clusters Score -2694344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -2694381.250000 Penalty: 5180.040039
	Iteration 51Q: 3 clusters Score -2694381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -2694413.500000 Penalty: 5180.040039
	Iteration 52Q: 3 clusters Score -2694414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -2694430.250000 Penalty: 5180.040039
	Iteration 53Q: 3 clusters Score -2694430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -2694457.000000 Penalty: 5180.040039
	Iteration 54Q: 3 clusters Score -2694457 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -2694473.000000 Penalty: 5180.040039
	Iteration 55Q: 3 clusters Score -2694473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -2694496.500000 Penalty: 5180.040039
	Iteration 56Q: 3 clusters Score -2694496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -2694510.250000 Penalty: 5180.040039
	Iteration 57Q: 3 clusters Score -2694510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -2694526.250000 Penalty: 5180.040039
	Iteration 58Q: 3 clusters Score -2694526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -2694538.500000 Penalty: 5180.040039
	Iteration 59Q: 3 clusters Score -2694538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -2694541.750000 Penalty: 5180.040039
	Iteration 60F: 3 clusters Score -2694542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -2694556.500000 Penalty: 5180.040039
	Iteration 61Q: 3 clusters Score -2694556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -2694565.250000 Penalty: 5180.040039
	Iteration 62Q: 3 clusters Score -2694565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -2694572.250000 Penalty: 5180.040039
	Iteration 63Q: 3 clusters Score -2694572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -2694574.250000 Penalty: 5180.040039
	Iteration 64Q: 3 clusters Score -2694574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -2694571.500000 Penalty: 5180.040039
	Iteration 65Q: 3 clusters Score -2694572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -2694577.250000 Penalty: 5180.040039
	Iteration 66Q: 3 clusters Score -2694577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -2694579.500000 Penalty: 5180.040039
	Iteration 67Q: 3 clusters Score -2694580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -2694575.500000 Penalty: 5180.040039
	Iteration 68Q: 3 clusters Score -2694576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -2694575.500000 Penalty: 5180.040039
	Iteration 69Q: 3 clusters Score -2694576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -2694575.500000 Penalty: 5180.040039
	Iteration 70F: 3 clusters Score -2694576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -466399.875000 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -466399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -461124.562500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -461124.6 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -462541.000000 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -462541 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -462877.312500 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -462877.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -463123.750000 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -463123.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -463306.968750 Penalty: 4328.415039
	Iteration 4Q: 3 clusters Score -463307 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -463464.718750 Penalty: 4328.415039
	Iteration 5Q: 3 clusters Score -463464.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -463593.437500 Penalty: 4328.415039
	Iteration 6Q: 3 clusters Score -463593.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -463712.343750 Penalty: 4328.415039
	Iteration 7Q: 3 clusters Score -463712.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -463793.062500 Penalty: 4328.415039
	Iteration 8Q: 3 clusters Score -463793.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -463848.187500 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -463848.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -463901.125000 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -463901.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -463948.687500 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -463948.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -463993.093750 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -463993.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -464030.062500 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -464030.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -464065.625000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -464065.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -464100.687500 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -464100.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -464128.187500 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -464128.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -464151.187500 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -464151.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -464171.000000 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -464171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -464189.937500 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -464189.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -464213.531250 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -464213.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -464239.218750 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -464239.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -464256.250000 Penalty: 4328.415039
	Iteration 22Q: 3 clusters Score -464256.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -464274.343750 Penalty: 4328.415039
	Iteration 23Q: 3 clusters Score -464274.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -464293.906250 Penalty: 4328.415039
	Iteration 24Q: 3 clusters Score -464293.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -464312.312500 Penalty: 4328.415039
	Iteration 25Q: 3 clusters Score -464312.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -464332.156250 Penalty: 4328.415039
	Iteration 26Q: 3 clusters Score -464332.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -464355.156250 Penalty: 4328.415039
	Iteration 27Q: 3 clusters Score -464355.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -464372.750000 Penalty: 4328.415039
	Iteration 28Q: 3 clusters Score -464372.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -464395.750000 Penalty: 4328.415039
	Iteration 29Q: 3 clusters Score -464395.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -464423.093750 Penalty: 4328.415039
	Iteration 30Q: 3 clusters Score -464423.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -464449.781250 Penalty: 4328.415039
	Iteration 31Q: 3 clusters Score -464449.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -464469.718750 Penalty: 4328.415039
	Iteration 32Q: 3 clusters Score -464469.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -464484.187500 Penalty: 4328.415039
	Iteration 33Q: 3 clusters Score -464484.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -464498.500000 Penalty: 4328.415039
	Iteration 34Q: 3 clusters Score -464498.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -464505.656250 Penalty: 4328.415039
	Iteration 35Q: 3 clusters Score -464505.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -464513.875000 Penalty: 4328.415039
	Iteration 36Q: 3 clusters Score -464513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -464519.687500 Penalty: 4328.415039
	Iteration 37Q: 3 clusters Score -464519.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -464525.656250 Penalty: 4328.415039
	Iteration 38Q: 3 clusters Score -464525.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -464532.718750 Penalty: 4328.415039
	Iteration 39Q: 3 clusters Score -464532.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -464538.531250 Penalty: 4328.415039
	Iteration 40F: 3 clusters Score -464538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -464544.718750 Penalty: 4328.415039
	Iteration 41Q: 3 clusters Score -464544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -464548.843750 Penalty: 4328.415039
	Iteration 42Q: 3 clusters Score -464548.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -464553.937500 Penalty: 4328.415039
	Iteration 43Q: 3 clusters Score -464553.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -464559.375000 Penalty: 4328.415039
	Iteration 44Q: 3 clusters Score -464559.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -464563.531250 Penalty: 4328.415039
	Iteration 45Q: 3 clusters Score -464563.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -464567.312500 Penalty: 4328.415039
	Iteration 46Q: 3 clusters Score -464567.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -464570.250000 Penalty: 4328.415039
	Iteration 47Q: 3 clusters Score -464570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -464573.000000 Penalty: 4328.415039
	Iteration 48Q: 3 clusters Score -464573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -464574.500000 Penalty: 4328.415039
	Iteration 49Q: 3 clusters Score -464574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -464575.593750 Penalty: 4328.415039
	Iteration 50Q: 3 clusters Score -464575.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -464575.593750 Penalty: 4328.415039
	Iteration 51F: 3 clusters Score -464575.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -303159.500000 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -303159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -299331.125000 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -299331.1 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -300179.718750 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -300179.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -300346.750000 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -300346.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -300484.593750 Penalty: 4111.237793
	Iteration 3Q: 3 clusters Score -300484.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -300606.000000 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -300606 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -300695.343750 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -300695.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -300761.500000 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -300761.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -300806.781250 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -300806.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -300837.500000 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -300837.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -300859.218750 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -300859.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300879.156250 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -300879.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -300897.906250 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -300897.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -300915.812500 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -300915.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300927.531250 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -300927.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300937.250000 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -300937.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -300947.562500 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -300947.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -300956.468750 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -300956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -300963.375000 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -300963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -300967.406250 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -300967.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300970.531250 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -300970.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -300977.750000 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -300977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -300980.062500 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -300980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -300983.531250 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -300983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -300985.750000 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -300985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -300988.500000 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -300988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -300990.406250 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -300990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -300992.437500 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -300992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -300994.687500 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -300994.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -300996.406250 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -300996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -300999.406250 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -300999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -301002.687500 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -301002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -301006.218750 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -301006.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -301010.156250 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -301010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -301013.312500 Penalty: 4111.237793
	Iteration 33Q: 3 clusters Score -301013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -301013.937500 Penalty: 4111.237793
	Iteration 34Q: 3 clusters Score -301013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -301014.500000 Penalty: 4111.237793
	Iteration 35Q: 3 clusters Score -301014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -301016.031250 Penalty: 4111.237793
	Iteration 36Q: 3 clusters Score -301016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -301017.718750 Penalty: 4111.237793
	Iteration 37Q: 3 clusters Score -301017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -301020.312500 Penalty: 4111.237793
	Iteration 38Q: 3 clusters Score -301020.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -301025.906250 Penalty: 4111.237793
	Iteration 39Q: 3 clusters Score -301025.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -301029.968750 Penalty: 4111.237793
	Iteration 40F: 3 clusters Score -301030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -301033.781250 Penalty: 4111.237793
	Iteration 41Q: 3 clusters Score -301033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -301038.406250 Penalty: 4111.237793
	Iteration 42Q: 3 clusters Score -301038.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -301042.562500 Penalty: 4111.237793
	Iteration 43Q: 3 clusters Score -301042.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -301045.562500 Penalty: 4111.237793
	Iteration 44Q: 3 clusters Score -301045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -301046.781250 Penalty: 4111.237793
	Iteration 45Q: 3 clusters Score -301046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -301048.343750 Penalty: 4111.237793
	Iteration 46Q: 3 clusters Score -301048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -301049.187500 Penalty: 4111.237793
	Iteration 47Q: 3 clusters Score -301049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -301049.906250 Penalty: 4111.237793
	Iteration 48Q: 3 clusters Score -301049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -301049.906250 Penalty: 4111.237793
	Iteration 49F: 3 clusters Score -301049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Entering Unmasked Estep 
Score: -185855.515625 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -185855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -182901.500000 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -182901.5 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -183630.656250 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -183630.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -183924.937500 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -183924.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184126.906250 Penalty: 3878.340332
	Iteration 3F: 3 clusters Score -184126.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -184259.984375 Penalty: 3878.340332
	Iteration 4F: 3 clusters Score -184260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -184406.484375 Penalty: 3878.340332
	Iteration 5Q: 3 clusters Score -184406.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -184543.937500 Penalty: 3878.340332
	Iteration 6Q: 3 clusters Score -184543.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -184627.515625 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -184627.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -184688.687500 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -184688.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -184730.718750 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -184730.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -184760.656250 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -184760.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -184776.187500 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -184776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184785.593750 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -184785.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -184796.156250 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -184796.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -184805.406250 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -184805.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -184812.187500 Penalty: 3878.340332
	Iteration 15Q: 3 clusters Score -184812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -184814.000000 Penalty: 3878.340332
	Iteration 16Q: 3 clusters Score -184814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -184814.000000 Penalty: 3878.340332
	Iteration 17F: 3 clusters Score -184814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Entering Unmasked Estep 
Score: -1596221.125000 Penalty: 2458.986328
	Iteration 0F: 2 clusters Score -1596221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1581975.250000 Penalty: 4917.972656
	Iteration 0F: 3 clusters Score -1581975 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1586724.625000 Penalty: 4917.972656
	Iteration 1F: 3 clusters Score -1586725 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1587112.250000 Penalty: 4917.972656
	Iteration 2F: 3 clusters Score -1587112 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1587392.875000 Penalty: 4917.972656
	Iteration 3Q: 3 clusters Score -1587393 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1587615.000000 Penalty: 4917.972656
	Iteration 4Q: 3 clusters Score -1587615 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1587797.250000 Penalty: 4917.972656
	Iteration 5Q: 3 clusters Score -1587797 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1587968.875000 Penalty: 4917.972656
	Iteration 6Q: 3 clusters Score -1587969 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1588119.750000 Penalty: 4917.972656
	Iteration 7Q: 3 clusters Score -1588120 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1588297.000000 Penalty: 4917.972656
	Iteration 8Q: 3 clusters Score -1588297 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1588494.750000 Penalty: 4917.972656
	Iteration 9Q: 3 clusters Score -1588495 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1588739.250000 Penalty: 4917.972656
	Iteration 10Q: 3 clusters Score -1588739 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1589076.125000 Penalty: 4917.972656
	Iteration 11Q: 3 clusters Score -1589076 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1589538.875000 Penalty: 4917.972656
	Iteration 12Q: 3 clusters Score -1589539 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1590141.625000 Penalty: 4917.972656
	Iteration 13Q: 3 clusters Score -1590142 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1590936.125000 Penalty: 4917.972656
	Iteration 14F: 3 clusters Score -1590936 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1591832.125000 Penalty: 4917.972656
	Iteration 15F: 3 clusters Score -1591832 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1592612.000000 Penalty: 4917.972656
	Iteration 16Q: 3 clusters Score -1592612 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1593190.000000 Penalty: 4917.972656
	Iteration 17Q: 3 clusters Score -1593190 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1593533.875000 Penalty: 4917.972656
	Iteration 18Q: 3 clusters Score -1593534 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1593766.875000 Penalty: 4917.972656
	Iteration 19Q: 3 clusters Score -1593767 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1593909.375000 Penalty: 4917.972656
	Iteration 20F: 3 clusters Score -1593909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1593987.500000 Penalty: 4917.972656
	Iteration 21Q: 3 clusters Score -1593988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1594031.875000 Penalty: 4917.972656
	Iteration 22Q: 3 clusters Score -1594032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1594051.250000 Penalty: 4917.972656
	Iteration 23Q: 3 clusters Score -1594051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1594066.750000 Penalty: 4917.972656
	Iteration 24Q: 3 clusters Score -1594067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1594081.000000 Penalty: 4917.972656
	Iteration 25Q: 3 clusters Score -1594081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -1594091.625000 Penalty: 4917.972656
	Iteration 26Q: 3 clusters Score -1594092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1594096.375000 Penalty: 4917.972656
	Iteration 27Q: 3 clusters Score -1594096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1594104.625000 Penalty: 4917.972656
	Iteration 28Q: 3 clusters Score -1594105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1594109.625000 Penalty: 4917.972656
	Iteration 29Q: 3 clusters Score -1594110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -1594110.500000 Penalty: 4917.972656
	Iteration 30Q: 3 clusters Score -1594110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1594110.750000 Penalty: 4917.972656
	Iteration 31Q: 3 clusters Score -1594111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1594110.750000 Penalty: 4917.972656
	Iteration 32F: 3 clusters Score -1594111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -780154.250000 Penalty: 2288.929443
	Iteration 0F: 2 clusters Score -780154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -772368.875000 Penalty: 4577.858887
	Iteration 0F: 3 clusters Score -772368.9 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -774667.500000 Penalty: 4577.858887
	Iteration 1F: 3 clusters Score -774667.5 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -775075.437500 Penalty: 4577.858887
	Iteration 2F: 3 clusters Score -775075.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -775419.125000 Penalty: 4577.858887
	Iteration 3F: 3 clusters Score -775419.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -775736.750000 Penalty: 4577.858887
	Iteration 4F: 3 clusters Score -775736.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -775999.937500 Penalty: 4577.858887
	Iteration 5Q: 3 clusters Score -775999.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -776234.062500 Penalty: 4577.858887
	Iteration 6Q: 3 clusters Score -776234.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -776423.250000 Penalty: 4577.858887
	Iteration 7Q: 3 clusters Score -776423.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -776615.375000 Penalty: 4577.858887
	Iteration 8Q: 3 clusters Score -776615.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -776832.625000 Penalty: 4577.858887
	Iteration 9Q: 3 clusters Score -776832.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -777074.125000 Penalty: 4577.858887
	Iteration 10Q: 3 clusters Score -777074.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -777299.250000 Penalty: 4577.858887
	Iteration 11Q: 3 clusters Score -777299.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -777548.875000 Penalty: 4577.858887
	Iteration 12Q: 3 clusters Score -777548.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -777778.625000 Penalty: 4577.858887
	Iteration 13Q: 3 clusters Score -777778.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -777976.187500 Penalty: 4577.858887
	Iteration 14Q: 3 clusters Score -777976.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -778142.187500 Penalty: 4577.858887
	Iteration 15Q: 3 clusters Score -778142.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -778279.125000 Penalty: 4577.858887
	Iteration 16Q: 3 clusters Score -778279.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -778401.437500 Penalty: 4577.858887
	Iteration 17Q: 3 clusters Score -778401.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -778486.937500 Penalty: 4577.858887
	Iteration 18Q: 3 clusters Score -778486.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -778537.812500 Penalty: 4577.858887
	Iteration 19Q: 3 clusters Score -778537.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -778583.250000 Penalty: 4577.858887
	Iteration 20F: 3 clusters Score -778583.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -778612.125000 Penalty: 4577.858887
	Iteration 21Q: 3 clusters Score -778612.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -778628.687500 Penalty: 4577.858887
	Iteration 22Q: 3 clusters Score -778628.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -778645.875000 Penalty: 4577.858887
	Iteration 23Q: 3 clusters Score -778645.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -778651.000000 Penalty: 4577.858887
	Iteration 24Q: 3 clusters Score -778651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -778660.062500 Penalty: 4577.858887
	Iteration 25Q: 3 clusters Score -778660.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -778663.500000 Penalty: 4577.858887
	Iteration 26Q: 3 clusters Score -778663.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -778671.500000 Penalty: 4577.858887
	Iteration 27Q: 3 clusters Score -778671.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -778678.312500 Penalty: 4577.858887
	Iteration 28Q: 3 clusters Score -778678.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -778684.500000 Penalty: 4577.858887
	Iteration 29Q: 3 clusters Score -778684.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -778686.437500 Penalty: 4577.858887
	Iteration 30Q: 3 clusters Score -778686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -778690.812500 Penalty: 4577.858887
	Iteration 31Q: 3 clusters Score -778690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -778694.187500 Penalty: 4577.858887
	Iteration 32Q: 3 clusters Score -778694.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -778699.437500 Penalty: 4577.858887
	Iteration 33Q: 3 clusters Score -778699.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -778700.812500 Penalty: 4577.858887
	Iteration 34Q: 3 clusters Score -778700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -778706.125000 Penalty: 4577.858887
	Iteration 35Q: 3 clusters Score -778706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -778707.875000 Penalty: 4577.858887
	Iteration 36Q: 3 clusters Score -778707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -778710.062500 Penalty: 4577.858887
	Iteration 37Q: 3 clusters Score -778710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -778712.500000 Penalty: 4577.858887
	Iteration 38Q: 3 clusters Score -778712.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -778714.687500 Penalty: 4577.858887
	Iteration 39Q: 3 clusters Score -778714.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -778718.812500 Penalty: 4577.858887
	Iteration 40F: 3 clusters Score -778718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -778721.562500 Penalty: 4577.858887
	Iteration 41Q: 3 clusters Score -778721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -778725.875000 Penalty: 4577.858887
	Iteration 42Q: 3 clusters Score -778725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -778726.187500 Penalty: 4577.858887
	Iteration 43Q: 3 clusters Score -778726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -778725.687500 Penalty: 4577.858887
	Iteration 44Q: 3 clusters Score -778725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -778725.625000 Penalty: 4577.858887
	Iteration 45Q: 3 clusters Score -778725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -778729.125000 Penalty: 4577.858887
	Iteration 46Q: 3 clusters Score -778729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -778729.312500 Penalty: 4577.858887
	Iteration 47Q: 3 clusters Score -778729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -778732.562500 Penalty: 4577.858887
	Iteration 48Q: 3 clusters Score -778732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -778734.500000 Penalty: 4577.858887
	Iteration 49Q: 3 clusters Score -778734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -778734.312500 Penalty: 4577.858887
	Iteration 50Q: 3 clusters Score -778734.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -778739.125000 Penalty: 4577.858887
	Iteration 51Q: 3 clusters Score -778739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -778737.937500 Penalty: 4577.858887
	Iteration 52Q: 3 clusters Score -778737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -778739.687500 Penalty: 4577.858887
	Iteration 53Q: 3 clusters Score -778739.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -778742.375000 Penalty: 4577.858887
	Iteration 54Q: 3 clusters Score -778742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -778743.625000 Penalty: 4577.858887
	Iteration 55Q: 3 clusters Score -778743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -778742.000000 Penalty: 4577.858887
	Iteration 56Q: 3 clusters Score -778742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -778742.875000 Penalty: 4577.858887
	Iteration 57Q: 3 clusters Score -778742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -778742.937500 Penalty: 4577.858887
	Iteration 58Q: 3 clusters Score -778742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -778743.875000 Penalty: 4577.858887
	Iteration 59Q: 3 clusters Score -778743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -778744.687500 Penalty: 4577.858887
	Iteration 60F: 3 clusters Score -778744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -778745.875000 Penalty: 4577.858887
	Iteration 61Q: 3 clusters Score -778745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -778746.937500 Penalty: 4577.858887
	Iteration 62Q: 3 clusters Score -778746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -778747.687500 Penalty: 4577.858887
	Iteration 63Q: 3 clusters Score -778747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -778748.875000 Penalty: 4577.858887
	Iteration 64Q: 3 clusters Score -778748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -778748.687500 Penalty: 4577.858887
	Iteration 65Q: 3 clusters Score -778748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -778749.375000 Penalty: 4577.858887
	Iteration 66Q: 3 clusters Score -778749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -778749.375000 Penalty: 4577.858887
	Iteration 67F: 3 clusters Score -778749.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Entering Unmasked Estep 
Score: -2948251.000000 Penalty: 2599.002197
	Iteration 0F: 2 clusters Score -2948251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2924144.250000 Penalty: 5198.004395
	Iteration 0F: 3 clusters Score -2924144 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2932908.500000 Penalty: 5198.004395
	Iteration 1F: 3 clusters Score -2932908 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2933355.750000 Penalty: 5198.004395
	Iteration 2Q: 3 clusters Score -2933356 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2933713.750000 Penalty: 5198.004395
	Iteration 3Q: 3 clusters Score -2933714 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2934060.500000 Penalty: 5198.004395
	Iteration 4Q: 3 clusters Score -2934060 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2934437.500000 Penalty: 5198.004395
	Iteration 5Q: 3 clusters Score -2934438 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2934903.250000 Penalty: 5198.004395
	Iteration 6Q: 3 clusters Score -2934903 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2935573.000000 Penalty: 5198.004395
	Iteration 7Q: 3 clusters Score -2935573 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2936593.000000 Penalty: 5198.004395
	Iteration 8F: 3 clusters Score -2936593 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2938102.750000 Penalty: 5198.004395
	Iteration 9F: 3 clusters Score -2938103 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -2940155.250000 Penalty: 5198.004395
	Iteration 10F: 3 clusters Score -2940155 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -2942338.250000 Penalty: 5198.004395
	Iteration 11F: 3 clusters Score -2942338 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -2943981.250000 Penalty: 5198.004395
	Iteration 12Q: 3 clusters Score -2943981 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -2944989.750000 Penalty: 5198.004395
	Iteration 13Q: 3 clusters Score -2944990 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -2945476.250000 Penalty: 5198.004395
	Iteration 14Q: 3 clusters Score -2945476 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -2945735.750000 Penalty: 5198.004395
	Iteration 15Q: 3 clusters Score -2945736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -2945870.500000 Penalty: 5198.004395
	Iteration 16Q: 3 clusters Score -2945870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -2945960.250000 Penalty: 5198.004395
	Iteration 17Q: 3 clusters Score -2945960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -2946000.500000 Penalty: 5198.004395
	Iteration 18Q: 3 clusters Score -2946000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -2946017.250000 Penalty: 5198.004395
	Iteration 19Q: 3 clusters Score -2946017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -2946044.500000 Penalty: 5198.004395
	Iteration 20F: 3 clusters Score -2946044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -2946064.000000 Penalty: 5198.004395
	Iteration 21Q: 3 clusters Score -2946064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -2946074.750000 Penalty: 5198.004395
	Iteration 22Q: 3 clusters Score -2946075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -2946079.000000 Penalty: 5198.004395
	Iteration 23Q: 3 clusters Score -2946079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -2946079.250000 Penalty: 5198.004395
	Iteration 24Q: 3 clusters Score -2946079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -2946079.750000 Penalty: 5198.004395
	Iteration 25Q: 3 clusters Score -2946080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -2946079.750000 Penalty: 5198.004395
	Iteration 26F: 3 clusters Score -2946080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Entering Unmasked Estep 
Score: -1295023.000000 Penalty: 2407.724609
	Iteration 0F: 2 clusters Score -1295023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1283127.875000 Penalty: 4815.449219
	Iteration 0F: 3 clusters Score -1283128 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1287043.375000 Penalty: 4815.449219
	Iteration 1F: 3 clusters Score -1287043 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1287411.625000 Penalty: 4815.449219
	Iteration 2F: 3 clusters Score -1287412 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1287733.500000 Penalty: 4815.449219
	Iteration 3Q: 3 clusters Score -1287734 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1288033.875000 Penalty: 4815.449219
	Iteration 4Q: 3 clusters Score -1288034 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1288417.500000 Penalty: 4815.449219
	Iteration 5Q: 3 clusters Score -1288418 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1288917.500000 Penalty: 4815.449219
	Iteration 6F: 3 clusters Score -1288918 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1289544.375000 Penalty: 4815.449219
	Iteration 7F: 3 clusters Score -1289544 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1290326.500000 Penalty: 4815.449219
	Iteration 8F: 3 clusters Score -1290326 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1291156.500000 Penalty: 4815.449219
	Iteration 9F: 3 clusters Score -1291156 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1291865.000000 Penalty: 4815.449219
	Iteration 10F: 3 clusters Score -1291865 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1292333.125000 Penalty: 4815.449219
	Iteration 11Q: 3 clusters Score -1292333 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1292640.250000 Penalty: 4815.449219
	Iteration 12Q: 3 clusters Score -1292640 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1292861.125000 Penalty: 4815.449219
	Iteration 13Q: 3 clusters Score -1292861 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1292991.000000 Penalty: 4815.449219
	Iteration 14Q: 3 clusters Score -1292991 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1293070.250000 Penalty: 4815.449219
	Iteration 15Q: 3 clusters Score -1293070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1293122.875000 Penalty: 4815.449219
	Iteration 16Q: 3 clusters Score -1293123 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1293164.125000 Penalty: 4815.449219
	Iteration 17Q: 3 clusters Score -1293164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1293204.000000 Penalty: 4815.449219
	Iteration 18Q: 3 clusters Score -1293204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1293238.625000 Penalty: 4815.449219
	Iteration 19Q: 3 clusters Score -1293239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1293267.625000 Penalty: 4815.449219
	Iteration 20F: 3 clusters Score -1293268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1293300.875000 Penalty: 4815.449219
	Iteration 21Q: 3 clusters Score -1293301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1293340.000000 Penalty: 4815.449219
	Iteration 22Q: 3 clusters Score -1293340 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1293389.000000 Penalty: 4815.449219
	Iteration 23Q: 3 clusters Score -1293389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1293443.750000 Penalty: 4815.449219
	Iteration 24Q: 3 clusters Score -1293444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1293493.500000 Penalty: 4815.449219
	Iteration 25Q: 3 clusters Score -1293494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1293530.875000 Penalty: 4815.449219
	Iteration 26Q: 3 clusters Score -1293531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1293569.250000 Penalty: 4815.449219
	Iteration 27Q: 3 clusters Score -1293569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1293601.875000 Penalty: 4815.449219
	Iteration 28Q: 3 clusters Score -1293602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1293618.750000 Penalty: 4815.449219
	Iteration 29Q: 3 clusters Score -1293619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1293637.625000 Penalty: 4815.449219
	Iteration 30Q: 3 clusters Score -1293638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1293648.750000 Penalty: 4815.449219
	Iteration 31Q: 3 clusters Score -1293649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1293655.000000 Penalty: 4815.449219
	Iteration 32Q: 3 clusters Score -1293655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1293660.500000 Penalty: 4815.449219
	Iteration 33Q: 3 clusters Score -1293660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1293668.125000 Penalty: 4815.449219
	Iteration 34Q: 3 clusters Score -1293668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1293669.625000 Penalty: 4815.449219
	Iteration 35Q: 3 clusters Score -1293670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1293672.000000 Penalty: 4815.449219
	Iteration 36Q: 3 clusters Score -1293672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1293677.250000 Penalty: 4815.449219
	Iteration 37Q: 3 clusters Score -1293677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1293678.875000 Penalty: 4815.449219
	Iteration 38Q: 3 clusters Score -1293679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1293678.500000 Penalty: 4815.449219
	Iteration 39Q: 3 clusters Score -1293678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1293678.750000 Penalty: 4815.449219
	Iteration 40F: 3 clusters Score -1293679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1293679.500000 Penalty: 4815.449219
	Iteration 41Q: 3 clusters Score -1293680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1293681.125000 Penalty: 4815.449219
	Iteration 42Q: 3 clusters Score -1293681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1293681.000000 Penalty: 4815.449219
	Iteration 43Q: 3 clusters Score -1293681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1293685.125000 Penalty: 4815.449219
	Iteration 44Q: 3 clusters Score -1293685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1293683.875000 Penalty: 4815.449219
	Iteration 45Q: 3 clusters Score -1293684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1293683.875000 Penalty: 4815.449219
	Iteration 46F: 3 clusters Score -1293684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Entering Unmasked Estep 
Score: -1409065.375000 Penalty: 2430.073242
	Iteration 0F: 2 clusters Score -1409065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1396332.250000 Penalty: 4860.146484
	Iteration 0F: 3 clusters Score -1396332 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1400610.250000 Penalty: 4860.146484
	Iteration 1F: 3 clusters Score -1400610 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1401023.625000 Penalty: 4860.146484
	Iteration 2F: 3 clusters Score -1401024 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1401404.500000 Penalty: 4860.146484
	Iteration 3Q: 3 clusters Score -1401404 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1401865.250000 Penalty: 4860.146484
	Iteration 4Q: 3 clusters Score -1401865 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1402422.000000 Penalty: 4860.146484
	Iteration 5F: 3 clusters Score -1402422 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1403106.750000 Penalty: 4860.146484
	Iteration 6F: 3 clusters Score -1403107 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1403828.750000 Penalty: 4860.146484
	Iteration 7F: 3 clusters Score -1403829 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1404489.500000 Penalty: 4860.146484
	Iteration 8F: 3 clusters Score -1404490 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1405010.250000 Penalty: 4860.146484
	Iteration 9Q: 3 clusters Score -1405010 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1405452.000000 Penalty: 4860.146484
	Iteration 10Q: 3 clusters Score -1405452 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1405804.625000 Penalty: 4860.146484
	Iteration 11Q: 3 clusters Score -1405805 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1406152.500000 Penalty: 4860.146484
	Iteration 12Q: 3 clusters Score -1406152 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1406477.250000 Penalty: 4860.146484
	Iteration 13Q: 3 clusters Score -1406477 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1406764.500000 Penalty: 4860.146484
	Iteration 14Q: 3 clusters Score -1406764 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1407027.875000 Penalty: 4860.146484
	Iteration 15Q: 3 clusters Score -1407028 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1407269.750000 Penalty: 4860.146484
	Iteration 16Q: 3 clusters Score -1407270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1407452.375000 Penalty: 4860.146484
	Iteration 17Q: 3 clusters Score -1407452 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1407583.875000 Penalty: 4860.146484
	Iteration 18Q: 3 clusters Score -1407584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1407694.375000 Penalty: 4860.146484
	Iteration 19Q: 3 clusters Score -1407694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1407775.500000 Penalty: 4860.146484
	Iteration 20F: 3 clusters Score -1407776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1407814.500000 Penalty: 4860.146484
	Iteration 21Q: 3 clusters Score -1407814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1407855.375000 Penalty: 4860.146484
	Iteration 22Q: 3 clusters Score -1407855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1407879.250000 Penalty: 4860.146484
	Iteration 23Q: 3 clusters Score -1407879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1407892.875000 Penalty: 4860.146484
	Iteration 24Q: 3 clusters Score -1407893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1407908.750000 Penalty: 4860.146484
	Iteration 25Q: 3 clusters Score -1407909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1407920.375000 Penalty: 4860.146484
	Iteration 26Q: 3 clusters Score -1407920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1407924.625000 Penalty: 4860.146484
	Iteration 27Q: 3 clusters Score -1407925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1407932.625000 Penalty: 4860.146484
	Iteration 28Q: 3 clusters Score -1407933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1407932.625000 Penalty: 4860.146484
	Iteration 29Q: 3 clusters Score -1407933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1407933.750000 Penalty: 4860.146484
	Iteration 30Q: 3 clusters Score -1407934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1407938.500000 Penalty: 4860.146484
	Iteration 31Q: 3 clusters Score -1407938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1407939.000000 Penalty: 4860.146484
	Iteration 32Q: 3 clusters Score -1407939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1407937.875000 Penalty: 4860.146484
	Iteration 33Q: 3 clusters Score -1407938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1407939.125000 Penalty: 4860.146484
	Iteration 34Q: 3 clusters Score -1407939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1407940.125000 Penalty: 4860.146484
	Iteration 35Q: 3 clusters Score -1407940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1407936.625000 Penalty: 4860.146484
	Iteration 36Q: 3 clusters Score -1407937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1407936.625000 Penalty: 4860.146484
	Iteration 37F: 3 clusters Score -1407937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (852093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852093 members 
Entering Unmasked Estep 
Score: -68781296.000000 Penalty: 3386.551758
	Iteration 0F: 2 clusters Score -6.87813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425987 members 
Mstep: Class 2 contains 426106 members 
Entering Unmasked Estep 
Score: -68211536.000000 Penalty: 6773.103516
	Iteration 0F: 3 clusters Score -6.821154e+07 nChanged 418863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423622 members 
Mstep: Class 2 contains 428471 members 
Entering Unmasked Estep 
Score: -68465496.000000 Penalty: 6773.103516
	Iteration 1F: 3 clusters Score -6.84655e+07 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421607 members 
Mstep: Class 2 contains 430486 members 
Entering Unmasked Estep 
Score: -68467264.000000 Penalty: 6773.103516
	Iteration 2Q: 3 clusters Score -6.846726e+07 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418458 members 
Mstep: Class 2 contains 433635 members 
Entering Unmasked Estep 
Score: -68469328.000000 Penalty: 6773.103516
	Iteration 3Q: 3 clusters Score -6.846933e+07 nChanged 17577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413633 members 
Mstep: Class 2 contains 438460 members 
Entering Unmasked Estep 
Score: -68472400.000000 Penalty: 6773.103516
	Iteration 4Q: 3 clusters Score -6.84724e+07 nChanged 20454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405709 members 
Mstep: Class 2 contains 446384 members 
Entering Unmasked Estep 
Score: -68476632.000000 Penalty: 6773.103516
	Iteration 5Q: 3 clusters Score -6.847663e+07 nChanged 25211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393112 members 
Mstep: Class 2 contains 458981 members 
Entering Unmasked Estep 
Score: -68483632.000000 Penalty: 6773.103516
	Iteration 6Q: 3 clusters Score -6.848363e+07 nChanged 31978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373496 members 
Mstep: Class 2 contains 478597 members 
Entering Unmasked Estep 
Score: -68495296.000000 Penalty: 6773.103516
	Iteration 7Q: 3 clusters Score -6.84953e+07 nChanged 40187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346053 members 
Mstep: Class 2 contains 506040 members 
Entering Unmasked Estep 
Score: -68514296.000000 Penalty: 6773.103516
	Iteration 8Q: 3 clusters Score -6.85143e+07 nChanged 48544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311547 members 
Mstep: Class 2 contains 540546 members 
Entering Unmasked Estep 
Score: -68544320.000000 Penalty: 6773.103516
	Iteration 9F: 3 clusters Score -6.854432e+07 nChanged 53394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275179 members 
Mstep: Class 2 contains 576914 members 
Entering Unmasked Estep 
Score: -68583544.000000 Penalty: 6773.103516
	Iteration 10F: 3 clusters Score -6.858354e+07 nChanged 51249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245618 members 
Mstep: Class 2 contains 606475 members 
Entering Unmasked Estep 
Score: -68621648.000000 Penalty: 6773.103516
	Iteration 11F: 3 clusters Score -6.862165e+07 nChanged 42144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226580 members 
Mstep: Class 2 contains 625513 members 
Entering Unmasked Estep 
Score: -68646608.000000 Penalty: 6773.103516
	Iteration 12Q: 3 clusters Score -6.864661e+07 nChanged 28242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212884 members 
Mstep: Class 2 contains 639209 members 
Entering Unmasked Estep 
Score: -68658024.000000 Penalty: 6773.103516
	Iteration 13Q: 3 clusters Score -6.865802e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200318 members 
Mstep: Class 2 contains 651775 members 
Entering Unmasked Estep 
Score: -68663344.000000 Penalty: 6773.103516
	Iteration 14Q: 3 clusters Score -6.866334e+07 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187498 members 
Mstep: Class 2 contains 664595 members 
Entering Unmasked Estep 
Score: -68667992.000000 Penalty: 6773.103516
	Iteration 15Q: 3 clusters Score -6.866799e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 677725 members 
Entering Unmasked Estep 
Score: -68672920.000000 Penalty: 6773.103516
	Iteration 16Q: 3 clusters Score -6.867292e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160824 members 
Mstep: Class 2 contains 691269 members 
Entering Unmasked Estep 
Score: -68678864.000000 Penalty: 6773.103516
	Iteration 17Q: 3 clusters Score -6.867886e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147183 members 
Mstep: Class 2 contains 704910 members 
Entering Unmasked Estep 
Score: -68684320.000000 Penalty: 6773.103516
	Iteration 18Q: 3 clusters Score -6.868432e+07 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 718930 members 
Entering Unmasked Estep 
Score: -68690896.000000 Penalty: 6773.103516
	Iteration 19Q: 3 clusters Score -6.86909e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 733121 members 
Entering Unmasked Estep 
Score: -68698992.000000 Penalty: 6773.103516
	Iteration 20F: 3 clusters Score -6.869899e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104856 members 
Mstep: Class 2 contains 747237 members 
Entering Unmasked Estep 
Score: -68706624.000000 Penalty: 6773.103516
	Iteration 21Q: 3 clusters Score -6.870662e+07 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91179 members 
Mstep: Class 2 contains 760914 members 
Entering Unmasked Estep 
Score: -68715296.000000 Penalty: 6773.103516
	Iteration 22Q: 3 clusters Score -6.87153e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 774178 members 
Entering Unmasked Estep 
Score: -68724272.000000 Penalty: 6773.103516
	Iteration 23Q: 3 clusters Score -6.872427e+07 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 786689 members 
Entering Unmasked Estep 
Score: -68732592.000000 Penalty: 6773.103516
	Iteration 24Q: 3 clusters Score -6.873259e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 798126 members 
Entering Unmasked Estep 
Score: -68740760.000000 Penalty: 6773.103516
	Iteration 25Q: 3 clusters Score -6.874076e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 808139 members 
Entering Unmasked Estep 
Score: -68748608.000000 Penalty: 6773.103516
	Iteration 26Q: 3 clusters Score -6.874861e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 816580 members 
Entering Unmasked Estep 
Score: -68755920.000000 Penalty: 6773.103516
	Iteration 27Q: 3 clusters Score -6.875592e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 823428 members 
Entering Unmasked Estep 
Score: -68761696.000000 Penalty: 6773.103516
	Iteration 28Q: 3 clusters Score -6.87617e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 828917 members 
Entering Unmasked Estep 
Score: -68766544.000000 Penalty: 6773.103516
	Iteration 29Q: 3 clusters Score -6.876654e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 833069 members 
Entering Unmasked Estep 
Score: -68770512.000000 Penalty: 6773.103516
	Iteration 30Q: 3 clusters Score -6.877051e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 836101 members 
Entering Unmasked Estep 
Score: -68773136.000000 Penalty: 6773.103516
	Iteration 31Q: 3 clusters Score -6.877314e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 838163 members 
Entering Unmasked Estep 
Score: -68775224.000000 Penalty: 6773.103516
	Iteration 32Q: 3 clusters Score -6.877522e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 839575 members 
Entering Unmasked Estep 
Score: -68776384.000000 Penalty: 6773.103516
	Iteration 33Q: 3 clusters Score -6.877638e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 840565 members 
Entering Unmasked Estep 
Score: -68777416.000000 Penalty: 6773.103516
	Iteration 34Q: 3 clusters Score -6.877742e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 841310 members 
Entering Unmasked Estep 
Score: -68778192.000000 Penalty: 6773.103516
	Iteration 35Q: 3 clusters Score -6.877819e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 841892 members 
Entering Unmasked Estep 
Score: -68778504.000000 Penalty: 6773.103516
	Iteration 36Q: 3 clusters Score -6.87785e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 842408 members 
Entering Unmasked Estep 
Score: -68778920.000000 Penalty: 6773.103516
	Iteration 37Q: 3 clusters Score -6.877892e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 842847 members 
Entering Unmasked Estep 
Score: -68779296.000000 Penalty: 6773.103516
	Iteration 38Q: 3 clusters Score -6.87793e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 843182 members 
Entering Unmasked Estep 
Score: -68779456.000000 Penalty: 6773.103516
	Iteration 39Q: 3 clusters Score -6.877946e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 843463 members 
Entering Unmasked Estep 
Score: -68779480.000000 Penalty: 6773.103516
	Iteration 40F: 3 clusters Score -6.877948e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 843602 members 
Entering Unmasked Estep 
Score: -68779640.000000 Penalty: 6773.103516
	Iteration 41Q: 3 clusters Score -6.877964e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 843746 members 
Entering Unmasked Estep 
Score: -68779688.000000 Penalty: 6773.103516
	Iteration 42Q: 3 clusters Score -6.877969e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 843886 members 
Entering Unmasked Estep 
Score: -68779648.000000 Penalty: 6773.103516
	Iteration 43Q: 3 clusters Score -6.877965e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 844015 members 
Entering Unmasked Estep 
Score: -68779720.000000 Penalty: 6773.103516
	Iteration 44Q: 3 clusters Score -6.877972e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 844125 members 
Entering Unmasked Estep 
Score: -68779736.000000 Penalty: 6773.103516
	Iteration 45Q: 3 clusters Score -6.877974e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 844217 members 
Entering Unmasked Estep 
Score: -68779808.000000 Penalty: 6773.103516
	Iteration 46Q: 3 clusters Score -6.877981e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 844331 members 
Entering Unmasked Estep 
Score: -68779864.000000 Penalty: 6773.103516
	Iteration 47Q: 3 clusters Score -6.877986e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 844446 members 
Entering Unmasked Estep 
Score: -68779936.000000 Penalty: 6773.103516
	Iteration 48Q: 3 clusters Score -6.877994e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 844538 members 
Entering Unmasked Estep 
Score: -68779944.000000 Penalty: 6773.103516
	Iteration 49Q: 3 clusters Score -6.877994e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 844617 members 
Entering Unmasked Estep 
Score: -68779952.000000 Penalty: 6773.103516
	Iteration 50Q: 3 clusters Score -6.877995e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 844692 members 
Entering Unmasked Estep 
Score: -68780048.000000 Penalty: 6773.103516
	Iteration 51Q: 3 clusters Score -6.878005e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 844765 members 
Entering Unmasked Estep 
Score: -68780064.000000 Penalty: 6773.103516
	Iteration 52Q: 3 clusters Score -6.878006e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 844825 members 
Entering Unmasked Estep 
Score: -68780144.000000 Penalty: 6773.103516
	Iteration 53Q: 3 clusters Score -6.878014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 844874 members 
Entering Unmasked Estep 
Score: -68780176.000000 Penalty: 6773.103516
	Iteration 54Q: 3 clusters Score -6.878018e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 844923 members 
Entering Unmasked Estep 
Score: -68780224.000000 Penalty: 6773.103516
	Iteration 55Q: 3 clusters Score -6.878022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 844977 members 
Entering Unmasked Estep 
Score: -68780200.000000 Penalty: 6773.103516
	Iteration 56Q: 3 clusters Score -6.87802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 845010 members 
Entering Unmasked Estep 
Score: -68780192.000000 Penalty: 6773.103516
	Iteration 57Q: 3 clusters Score -6.878019e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 845033 members 
Entering Unmasked Estep 
Score: -68780296.000000 Penalty: 6773.103516
	Iteration 58Q: 3 clusters Score -6.87803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 845054 members 
Entering Unmasked Estep 
Score: -68780248.000000 Penalty: 6773.103516
	Iteration 59Q: 3 clusters Score -6.878025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 845067 members 
Entering Unmasked Estep 
Score: -68780280.000000 Penalty: 6773.103516
	Iteration 60F: 3 clusters Score -6.878028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 845083 members 
Entering Unmasked Estep 
Score: -68780240.000000 Penalty: 6773.103516
	Iteration 61Q: 3 clusters Score -6.878024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 845090 members 
Entering Unmasked Estep 
Score: -68780216.000000 Penalty: 6773.103516
	Iteration 62Q: 3 clusters Score -6.878022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 845095 members 
Entering Unmasked Estep 
Score: -68780192.000000 Penalty: 6773.103516
	Iteration 63Q: 3 clusters Score -6.878019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 845095 members 
Entering Unmasked Estep 
Score: -68780216.000000 Penalty: 6773.103516
	Iteration 64Q: 3 clusters Score -6.878022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 845095 members 
Entering Unmasked Estep 
Score: -68780216.000000 Penalty: 6773.103516
	Iteration 65F: 3 clusters Score -6.878022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Entering Unmasked Estep 
Score: -4249049.500000 Penalty: 2691.083008
	Iteration 0F: 2 clusters Score -4249050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4214539.500000 Penalty: 5382.166016
	Iteration 0F: 3 clusters Score -4214540 nChanged 23704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4227682.000000 Penalty: 5382.166016
	Iteration 1F: 3 clusters Score -4227682 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4228331.000000 Penalty: 5382.166016
	Iteration 2Q: 3 clusters Score -4228331 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4229053.000000 Penalty: 5382.166016
	Iteration 3Q: 3 clusters Score -4229053 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4229969.500000 Penalty: 5382.166016
	Iteration 4Q: 3 clusters Score -4229970 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4231156.500000 Penalty: 5382.166016
	Iteration 5Q: 3 clusters Score -4231156 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4232691.000000 Penalty: 5382.166016
	Iteration 6F: 3 clusters Score -4232691 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4234475.500000 Penalty: 5382.166016
	Iteration 7F: 3 clusters Score -4234476 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4236703.500000 Penalty: 5382.166016
	Iteration 8F: 3 clusters Score -4236704 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4239017.000000 Penalty: 5382.166016
	Iteration 9F: 3 clusters Score -4239017 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -4241200.500000 Penalty: 5382.166016
	Iteration 10F: 3 clusters Score -4241200 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -4243021.000000 Penalty: 5382.166016
	Iteration 11Q: 3 clusters Score -4243021 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4244348.000000 Penalty: 5382.166016
	Iteration 12Q: 3 clusters Score -4244348 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4245215.000000 Penalty: 5382.166016
	Iteration 13Q: 3 clusters Score -4245215 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4245793.000000 Penalty: 5382.166016
	Iteration 14Q: 3 clusters Score -4245793 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4246136.000000 Penalty: 5382.166016
	Iteration 15Q: 3 clusters Score -4246136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4246331.500000 Penalty: 5382.166016
	Iteration 16Q: 3 clusters Score -4246332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4246464.500000 Penalty: 5382.166016
	Iteration 17Q: 3 clusters Score -4246464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4246558.500000 Penalty: 5382.166016
	Iteration 18Q: 3 clusters Score -4246558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4246627.500000 Penalty: 5382.166016
	Iteration 19Q: 3 clusters Score -4246628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4246679.500000 Penalty: 5382.166016
	Iteration 20F: 3 clusters Score -4246680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4246703.000000 Penalty: 5382.166016
	Iteration 21Q: 3 clusters Score -4246703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4246719.000000 Penalty: 5382.166016
	Iteration 22Q: 3 clusters Score -4246719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4246730.500000 Penalty: 5382.166016
	Iteration 23Q: 3 clusters Score -4246730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4246740.000000 Penalty: 5382.166016
	Iteration 24Q: 3 clusters Score -4246740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4246744.000000 Penalty: 5382.166016
	Iteration 25Q: 3 clusters Score -4246744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4246742.500000 Penalty: 5382.166016
	Iteration 26Q: 3 clusters Score -4246742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4246750.500000 Penalty: 5382.166016
	Iteration 27Q: 3 clusters Score -4246750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4246751.500000 Penalty: 5382.166016
	Iteration 28Q: 3 clusters Score -4246752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4246754.000000 Penalty: 5382.166016
	Iteration 29Q: 3 clusters Score -4246754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4246755.500000 Penalty: 5382.166016
	Iteration 30Q: 3 clusters Score -4246756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4246755.500000 Penalty: 5382.166016
	Iteration 31F: 3 clusters Score -4246756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -350046.437500 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -350046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -345846.375000 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -345846.4 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -346781.500000 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -346781.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -346948.656250 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -346948.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -347057.968750 Penalty: 4169.838379
	Iteration 3Q: 3 clusters Score -347058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -347141.156250 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -347141.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -347215.093750 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -347215.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -347263.812500 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -347263.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -347301.906250 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -347301.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -347338.312500 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -347338.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -347375.468750 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -347375.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -347404.625000 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -347404.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -347429.468750 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -347429.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -347450.093750 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -347450.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -347477.625000 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -347477.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -347503.031250 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -347503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -347529.500000 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -347529.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -347554.718750 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -347554.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -347582.781250 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -347582.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -347612.625000 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -347612.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -347640.906250 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -347640.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -347672.812500 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -347672.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -347709.125000 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -347709.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -347751.093750 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -347751.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -347786.062500 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -347786.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -347816.750000 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -347816.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -347838.093750 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -347838.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -347859.875000 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -347859.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -347881.656250 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -347881.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -347898.406250 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -347898.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -347911.843750 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -347911.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -347928.687500 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -347928.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -347943.750000 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -347943.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -347957.968750 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -347958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -347974.968750 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -347975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -347983.500000 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -347983.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -347997.062500 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -347997.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -348011.343750 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -348011.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -348026.875000 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -348026.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -348046.781250 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -348046.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -348062.125000 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -348062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -348075.562500 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -348075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -348083.156250 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -348083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -348089.375000 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -348089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -348096.468750 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -348096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -348102.125000 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -348102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -348111.281250 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -348111.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -348122.593750 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -348122.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -348128.812500 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -348128.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -348133.343750 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -348133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -348137.156250 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -348137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -348145.093750 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -348145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -348149.718750 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -348149.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -348154.687500 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -348154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -348159.375000 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -348159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -348163.500000 Penalty: 4169.838379
	Iteration 54Q: 3 clusters Score -348163.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -348168.812500 Penalty: 4169.838379
	Iteration 55Q: 3 clusters Score -348168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -348172.218750 Penalty: 4169.838379
	Iteration 56Q: 3 clusters Score -348172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -348175.687500 Penalty: 4169.838379
	Iteration 57Q: 3 clusters Score -348175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -348179.625000 Penalty: 4169.838379
	Iteration 58Q: 3 clusters Score -348179.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -348184.312500 Penalty: 4169.838379
	Iteration 59Q: 3 clusters Score -348184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -348188.656250 Penalty: 4169.838379
	Iteration 60F: 3 clusters Score -348188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -348192.968750 Penalty: 4169.838379
	Iteration 61Q: 3 clusters Score -348193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -348197.312500 Penalty: 4169.838379
	Iteration 62Q: 3 clusters Score -348197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -348200.125000 Penalty: 4169.838379
	Iteration 63Q: 3 clusters Score -348200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -348201.968750 Penalty: 4169.838379
	Iteration 64Q: 3 clusters Score -348202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -348204.875000 Penalty: 4169.838379
	Iteration 65Q: 3 clusters Score -348204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -348205.125000 Penalty: 4169.838379
	Iteration 66Q: 3 clusters Score -348205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -348205.562500 Penalty: 4169.838379
	Iteration 67Q: 3 clusters Score -348205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -348206.750000 Penalty: 4169.838379
	Iteration 68Q: 3 clusters Score -348206.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -348208.062500 Penalty: 4169.838379
	Iteration 69Q: 3 clusters Score -348208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -348209.406250 Penalty: 4169.838379
	Iteration 70Q: 3 clusters Score -348209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -348213.000000 Penalty: 4169.838379
	Iteration 71Q: 3 clusters Score -348213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -348216.031250 Penalty: 4169.838379
	Iteration 72Q: 3 clusters Score -348216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -348218.187500 Penalty: 4169.838379
	Iteration 73Q: 3 clusters Score -348218.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -348219.031250 Penalty: 4169.838379
	Iteration 74Q: 3 clusters Score -348219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -348220.500000 Penalty: 4169.838379
	Iteration 75Q: 3 clusters Score -348220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -348225.843750 Penalty: 4169.838379
	Iteration 76Q: 3 clusters Score -348225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -348226.593750 Penalty: 4169.838379
	Iteration 77Q: 3 clusters Score -348226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -348226.593750 Penalty: 4169.838379
	Iteration 78F: 3 clusters Score -348226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Entering Unmasked Estep 
Score: -8078535.000000 Penalty: 2850.907715
	Iteration 0F: 2 clusters Score -8078535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -8012432.500000 Penalty: 5701.815430
	Iteration 0F: 3 clusters Score -8012432 nChanged 46566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8039019.500000 Penalty: 5701.815430
	Iteration 1F: 3 clusters Score -8039020 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8039852.500000 Penalty: 5701.815430
	Iteration 2Q: 3 clusters Score -8039852 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -8041222.500000 Penalty: 5701.815430
	Iteration 3Q: 3 clusters Score -8041222 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -8043384.000000 Penalty: 5701.815430
	Iteration 4F: 3 clusters Score -8043384 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -8047853.500000 Penalty: 5701.815430
	Iteration 5F: 3 clusters Score -8047854 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -8055303.500000 Penalty: 5701.815430
	Iteration 6F: 3 clusters Score -8055304 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -8064395.500000 Penalty: 5701.815430
	Iteration 7F: 3 clusters Score -8064396 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93254 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -8071309.500000 Penalty: 5701.815430
	Iteration 8F: 3 clusters Score -8071310 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8074458.000000 Penalty: 5701.815430
	Iteration 9Q: 3 clusters Score -8074458 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8075436.500000 Penalty: 5701.815430
	Iteration 10Q: 3 clusters Score -8075436 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8075798.500000 Penalty: 5701.815430
	Iteration 11Q: 3 clusters Score -8075798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8075962.500000 Penalty: 5701.815430
	Iteration 12Q: 3 clusters Score -8075962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8076075.500000 Penalty: 5701.815430
	Iteration 13Q: 3 clusters Score -8076076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97771 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8076131.500000 Penalty: 5701.815430
	Iteration 14Q: 3 clusters Score -8076132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8076189.000000 Penalty: 5701.815430
	Iteration 15Q: 3 clusters Score -8076189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8076225.000000 Penalty: 5701.815430
	Iteration 16Q: 3 clusters Score -8076225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8076306.000000 Penalty: 5701.815430
	Iteration 17Q: 3 clusters Score -8076306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8076382.000000 Penalty: 5701.815430
	Iteration 18Q: 3 clusters Score -8076382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8076422.000000 Penalty: 5701.815430
	Iteration 19Q: 3 clusters Score -8076422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8076462.000000 Penalty: 5701.815430
	Iteration 20F: 3 clusters Score -8076462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8076488.500000 Penalty: 5701.815430
	Iteration 21Q: 3 clusters Score -8076488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8076513.500000 Penalty: 5701.815430
	Iteration 22Q: 3 clusters Score -8076514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8076534.000000 Penalty: 5701.815430
	Iteration 23Q: 3 clusters Score -8076534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8076549.500000 Penalty: 5701.815430
	Iteration 24Q: 3 clusters Score -8076550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8076556.000000 Penalty: 5701.815430
	Iteration 25Q: 3 clusters Score -8076556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97581 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8076575.500000 Penalty: 5701.815430
	Iteration 26Q: 3 clusters Score -8076576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8076587.000000 Penalty: 5701.815430
	Iteration 27Q: 3 clusters Score -8076587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8076587.500000 Penalty: 5701.815430
	Iteration 28Q: 3 clusters Score -8076588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8076590.000000 Penalty: 5701.815430
	Iteration 29Q: 3 clusters Score -8076590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8076595.000000 Penalty: 5701.815430
	Iteration 30Q: 3 clusters Score -8076595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97536 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8076601.500000 Penalty: 5701.815430
	Iteration 31Q: 3 clusters Score -8076602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8076602.500000 Penalty: 5701.815430
	Iteration 32Q: 3 clusters Score -8076602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8076597.000000 Penalty: 5701.815430
	Iteration 33Q: 3 clusters Score -8076597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8076597.000000 Penalty: 5701.815430
	Iteration 34F: 3 clusters Score -8076597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Entering Unmasked Estep 
Score: -1545939.125000 Penalty: 2450.852051
	Iteration 0F: 2 clusters Score -1545939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1532098.500000 Penalty: 4901.704102
	Iteration 0F: 3 clusters Score -1532098 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1536756.125000 Penalty: 4901.704102
	Iteration 1F: 3 clusters Score -1536756 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1537208.500000 Penalty: 4901.704102
	Iteration 2F: 3 clusters Score -1537208 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1537604.750000 Penalty: 4901.704102
	Iteration 3Q: 3 clusters Score -1537605 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1537979.625000 Penalty: 4901.704102
	Iteration 4Q: 3 clusters Score -1537980 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1538296.000000 Penalty: 4901.704102
	Iteration 5Q: 3 clusters Score -1538296 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1538643.000000 Penalty: 4901.704102
	Iteration 6Q: 3 clusters Score -1538643 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1538985.875000 Penalty: 4901.704102
	Iteration 7Q: 3 clusters Score -1538986 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1539387.000000 Penalty: 4901.704102
	Iteration 8Q: 3 clusters Score -1539387 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1539867.500000 Penalty: 4901.704102
	Iteration 9Q: 3 clusters Score -1539868 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1540471.625000 Penalty: 4901.704102
	Iteration 10Q: 3 clusters Score -1540472 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1541214.125000 Penalty: 4901.704102
	Iteration 11Q: 3 clusters Score -1541214 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1541814.000000 Penalty: 4901.704102
	Iteration 12Q: 3 clusters Score -1541814 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1542232.750000 Penalty: 4901.704102
	Iteration 13Q: 3 clusters Score -1542233 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1542562.125000 Penalty: 4901.704102
	Iteration 14Q: 3 clusters Score -1542562 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1542773.375000 Penalty: 4901.704102
	Iteration 15Q: 3 clusters Score -1542773 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1542920.750000 Penalty: 4901.704102
	Iteration 16Q: 3 clusters Score -1542921 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1543007.000000 Penalty: 4901.704102
	Iteration 17Q: 3 clusters Score -1543007 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1543075.000000 Penalty: 4901.704102
	Iteration 18Q: 3 clusters Score -1543075 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1543126.375000 Penalty: 4901.704102
	Iteration 19Q: 3 clusters Score -1543126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1543156.000000 Penalty: 4901.704102
	Iteration 20F: 3 clusters Score -1543156 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1543173.375000 Penalty: 4901.704102
	Iteration 21Q: 3 clusters Score -1543173 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1543201.125000 Penalty: 4901.704102
	Iteration 22Q: 3 clusters Score -1543201 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1543225.000000 Penalty: 4901.704102
	Iteration 23Q: 3 clusters Score -1543225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1543250.250000 Penalty: 4901.704102
	Iteration 24Q: 3 clusters Score -1543250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1543271.500000 Penalty: 4901.704102
	Iteration 25Q: 3 clusters Score -1543272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1543292.375000 Penalty: 4901.704102
	Iteration 26Q: 3 clusters Score -1543292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1543308.625000 Penalty: 4901.704102
	Iteration 27Q: 3 clusters Score -1543309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1543320.375000 Penalty: 4901.704102
	Iteration 28Q: 3 clusters Score -1543320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1543328.375000 Penalty: 4901.704102
	Iteration 29Q: 3 clusters Score -1543328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1543335.875000 Penalty: 4901.704102
	Iteration 30Q: 3 clusters Score -1543336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1543344.125000 Penalty: 4901.704102
	Iteration 31Q: 3 clusters Score -1543344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1543357.500000 Penalty: 4901.704102
	Iteration 32Q: 3 clusters Score -1543358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1543363.125000 Penalty: 4901.704102
	Iteration 33Q: 3 clusters Score -1543363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1543368.375000 Penalty: 4901.704102
	Iteration 34Q: 3 clusters Score -1543368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1543373.250000 Penalty: 4901.704102
	Iteration 35Q: 3 clusters Score -1543373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1543375.500000 Penalty: 4901.704102
	Iteration 36Q: 3 clusters Score -1543376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1543380.375000 Penalty: 4901.704102
	Iteration 37Q: 3 clusters Score -1543380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1543384.625000 Penalty: 4901.704102
	Iteration 38Q: 3 clusters Score -1543385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1543391.375000 Penalty: 4901.704102
	Iteration 39Q: 3 clusters Score -1543391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1543400.625000 Penalty: 4901.704102
	Iteration 40F: 3 clusters Score -1543401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1543404.250000 Penalty: 4901.704102
	Iteration 41Q: 3 clusters Score -1543404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1543418.500000 Penalty: 4901.704102
	Iteration 42Q: 3 clusters Score -1543418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1543422.250000 Penalty: 4901.704102
	Iteration 43Q: 3 clusters Score -1543422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1543436.250000 Penalty: 4901.704102
	Iteration 44Q: 3 clusters Score -1543436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1543449.750000 Penalty: 4901.704102
	Iteration 45Q: 3 clusters Score -1543450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1543462.625000 Penalty: 4901.704102
	Iteration 46Q: 3 clusters Score -1543463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1543479.875000 Penalty: 4901.704102
	Iteration 47Q: 3 clusters Score -1543480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1543494.750000 Penalty: 4901.704102
	Iteration 48Q: 3 clusters Score -1543495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1543503.875000 Penalty: 4901.704102
	Iteration 49Q: 3 clusters Score -1543504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1543523.250000 Penalty: 4901.704102
	Iteration 50Q: 3 clusters Score -1543523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1543553.125000 Penalty: 4901.704102
	Iteration 51Q: 3 clusters Score -1543553 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1543579.000000 Penalty: 4901.704102
	Iteration 52Q: 3 clusters Score -1543579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1543607.625000 Penalty: 4901.704102
	Iteration 53Q: 3 clusters Score -1543608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1543632.250000 Penalty: 4901.704102
	Iteration 54Q: 3 clusters Score -1543632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1543652.125000 Penalty: 4901.704102
	Iteration 55Q: 3 clusters Score -1543652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1543668.750000 Penalty: 4901.704102
	Iteration 56Q: 3 clusters Score -1543669 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1543683.000000 Penalty: 4901.704102
	Iteration 57Q: 3 clusters Score -1543683 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1543710.625000 Penalty: 4901.704102
	Iteration 58Q: 3 clusters Score -1543711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1543727.375000 Penalty: 4901.704102
	Iteration 59Q: 3 clusters Score -1543727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1543730.875000 Penalty: 4901.704102
	Iteration 60F: 3 clusters Score -1543731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1543746.250000 Penalty: 4901.704102
	Iteration 61Q: 3 clusters Score -1543746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1543756.625000 Penalty: 4901.704102
	Iteration 62Q: 3 clusters Score -1543757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1543769.000000 Penalty: 4901.704102
	Iteration 63Q: 3 clusters Score -1543769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1543778.750000 Penalty: 4901.704102
	Iteration 64Q: 3 clusters Score -1543779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1543791.500000 Penalty: 4901.704102
	Iteration 65Q: 3 clusters Score -1543792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1543808.625000 Penalty: 4901.704102
	Iteration 66Q: 3 clusters Score -1543809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1543820.625000 Penalty: 4901.704102
	Iteration 67Q: 3 clusters Score -1543821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1543831.375000 Penalty: 4901.704102
	Iteration 68Q: 3 clusters Score -1543831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1543839.875000 Penalty: 4901.704102
	Iteration 69Q: 3 clusters Score -1543840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1543851.750000 Penalty: 4901.704102
	Iteration 70Q: 3 clusters Score -1543852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1543859.375000 Penalty: 4901.704102
	Iteration 71Q: 3 clusters Score -1543859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1543865.625000 Penalty: 4901.704102
	Iteration 72Q: 3 clusters Score -1543866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1543872.000000 Penalty: 4901.704102
	Iteration 73Q: 3 clusters Score -1543872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1543870.625000 Penalty: 4901.704102
	Iteration 74Q: 3 clusters Score -1543871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1543874.250000 Penalty: 4901.704102
	Iteration 75Q: 3 clusters Score -1543874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1543879.500000 Penalty: 4901.704102
	Iteration 76Q: 3 clusters Score -1543880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1543880.000000 Penalty: 4901.704102
	Iteration 77Q: 3 clusters Score -1543880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1543883.500000 Penalty: 4901.704102
	Iteration 78Q: 3 clusters Score -1543884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1543891.000000 Penalty: 4901.704102
	Iteration 79Q: 3 clusters Score -1543891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1543894.500000 Penalty: 4901.704102
	Iteration 80F: 3 clusters Score -1543894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1543895.625000 Penalty: 4901.704102
	Iteration 81Q: 3 clusters Score -1543896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1543906.000000 Penalty: 4901.704102
	Iteration 82Q: 3 clusters Score -1543906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1543907.000000 Penalty: 4901.704102
	Iteration 83Q: 3 clusters Score -1543907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1543910.500000 Penalty: 4901.704102
	Iteration 84Q: 3 clusters Score -1543910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1543915.125000 Penalty: 4901.704102
	Iteration 85Q: 3 clusters Score -1543915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1543917.750000 Penalty: 4901.704102
	Iteration 86Q: 3 clusters Score -1543918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1543925.500000 Penalty: 4901.704102
	Iteration 87Q: 3 clusters Score -1543926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1543928.125000 Penalty: 4901.704102
	Iteration 88Q: 3 clusters Score -1543928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1543928.750000 Penalty: 4901.704102
	Iteration 89Q: 3 clusters Score -1543929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1543929.500000 Penalty: 4901.704102
	Iteration 90Q: 3 clusters Score -1543930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1543929.000000 Penalty: 4901.704102
	Iteration 91Q: 3 clusters Score -1543929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1543929.000000 Penalty: 4901.704102
	Iteration 92F: 3 clusters Score -1543929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Entering Unmasked Estep 
Score: -1607435.125000 Penalty: 2459.390381
	Iteration 0F: 2 clusters Score -1607435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1593191.375000 Penalty: 4918.780762
	Iteration 0F: 3 clusters Score -1593191 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1597948.000000 Penalty: 4918.780762
	Iteration 1F: 3 clusters Score -1597948 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1598518.125000 Penalty: 4918.780762
	Iteration 2F: 3 clusters Score -1598518 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1599323.125000 Penalty: 4918.780762
	Iteration 3F: 3 clusters Score -1599323 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1600457.875000 Penalty: 4918.780762
	Iteration 4F: 3 clusters Score -1600458 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1601853.125000 Penalty: 4918.780762
	Iteration 5F: 3 clusters Score -1601853 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1603125.500000 Penalty: 4918.780762
	Iteration 6F: 3 clusters Score -1603126 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1604070.500000 Penalty: 4918.780762
	Iteration 7F: 3 clusters Score -1604070 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1604687.875000 Penalty: 4918.780762
	Iteration 8Q: 3 clusters Score -1604688 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1605012.375000 Penalty: 4918.780762
	Iteration 9Q: 3 clusters Score -1605012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1605208.750000 Penalty: 4918.780762
	Iteration 10Q: 3 clusters Score -1605209 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1605310.375000 Penalty: 4918.780762
	Iteration 11Q: 3 clusters Score -1605310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1605371.375000 Penalty: 4918.780762
	Iteration 12Q: 3 clusters Score -1605371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1605412.875000 Penalty: 4918.780762
	Iteration 13Q: 3 clusters Score -1605413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1605436.125000 Penalty: 4918.780762
	Iteration 14Q: 3 clusters Score -1605436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1605462.250000 Penalty: 4918.780762
	Iteration 15Q: 3 clusters Score -1605462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1605471.000000 Penalty: 4918.780762
	Iteration 16Q: 3 clusters Score -1605471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1605482.750000 Penalty: 4918.780762
	Iteration 17Q: 3 clusters Score -1605483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1605488.375000 Penalty: 4918.780762
	Iteration 18Q: 3 clusters Score -1605488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1605498.500000 Penalty: 4918.780762
	Iteration 19Q: 3 clusters Score -1605498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1605497.250000 Penalty: 4918.780762
	Iteration 20F: 3 clusters Score -1605497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1605500.875000 Penalty: 4918.780762
	Iteration 21Q: 3 clusters Score -1605501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1605503.125000 Penalty: 4918.780762
	Iteration 22Q: 3 clusters Score -1605503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1605504.625000 Penalty: 4918.780762
	Iteration 23Q: 3 clusters Score -1605505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1605505.000000 Penalty: 4918.780762
	Iteration 24Q: 3 clusters Score -1605505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1605505.000000 Penalty: 4918.780762
	Iteration 25F: 3 clusters Score -1605505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Entering Unmasked Estep 
Score: -2601310.250000 Penalty: 2569.529785
	Iteration 0F: 2 clusters Score -2601310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2579857.750000 Penalty: 5139.059570
	Iteration 0F: 3 clusters Score -2579858 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2587662.000000 Penalty: 5139.059570
	Iteration 1F: 3 clusters Score -2587662 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2588218.500000 Penalty: 5139.059570
	Iteration 2Q: 3 clusters Score -2588218 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2588744.500000 Penalty: 5139.059570
	Iteration 3Q: 3 clusters Score -2588744 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2589302.750000 Penalty: 5139.059570
	Iteration 4Q: 3 clusters Score -2589303 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2589917.000000 Penalty: 5139.059570
	Iteration 5Q: 3 clusters Score -2589917 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2590656.750000 Penalty: 5139.059570
	Iteration 6Q: 3 clusters Score -2590657 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2591607.500000 Penalty: 5139.059570
	Iteration 7Q: 3 clusters Score -2591608 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2592633.500000 Penalty: 5139.059570
	Iteration 8F: 3 clusters Score -2592634 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2593743.500000 Penalty: 5139.059570
	Iteration 9F: 3 clusters Score -2593744 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2594725.250000 Penalty: 5139.059570
	Iteration 10Q: 3 clusters Score -2594725 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2595542.750000 Penalty: 5139.059570
	Iteration 11Q: 3 clusters Score -2595543 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2596153.500000 Penalty: 5139.059570
	Iteration 12Q: 3 clusters Score -2596154 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2596648.000000 Penalty: 5139.059570
	Iteration 13Q: 3 clusters Score -2596648 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2597041.250000 Penalty: 5139.059570
	Iteration 14Q: 3 clusters Score -2597041 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2597399.750000 Penalty: 5139.059570
	Iteration 15Q: 3 clusters Score -2597400 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2597737.000000 Penalty: 5139.059570
	Iteration 16Q: 3 clusters Score -2597737 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2597984.000000 Penalty: 5139.059570
	Iteration 17Q: 3 clusters Score -2597984 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2598202.000000 Penalty: 5139.059570
	Iteration 18Q: 3 clusters Score -2598202 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2598375.750000 Penalty: 5139.059570
	Iteration 19Q: 3 clusters Score -2598376 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2598507.000000 Penalty: 5139.059570
	Iteration 20F: 3 clusters Score -2598507 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2598626.000000 Penalty: 5139.059570
	Iteration 21Q: 3 clusters Score -2598626 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2598708.000000 Penalty: 5139.059570
	Iteration 22Q: 3 clusters Score -2598708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2598777.250000 Penalty: 5139.059570
	Iteration 23Q: 3 clusters Score -2598777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2598827.500000 Penalty: 5139.059570
	Iteration 24Q: 3 clusters Score -2598828 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2598884.500000 Penalty: 5139.059570
	Iteration 25Q: 3 clusters Score -2598884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2598937.000000 Penalty: 5139.059570
	Iteration 26Q: 3 clusters Score -2598937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2598976.500000 Penalty: 5139.059570
	Iteration 27Q: 3 clusters Score -2598976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2598999.000000 Penalty: 5139.059570
	Iteration 28Q: 3 clusters Score -2598999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2599020.500000 Penalty: 5139.059570
	Iteration 29Q: 3 clusters Score -2599020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2599035.500000 Penalty: 5139.059570
	Iteration 30Q: 3 clusters Score -2599036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2599054.250000 Penalty: 5139.059570
	Iteration 31Q: 3 clusters Score -2599054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2599057.500000 Penalty: 5139.059570
	Iteration 32Q: 3 clusters Score -2599058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2599066.500000 Penalty: 5139.059570
	Iteration 33Q: 3 clusters Score -2599066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2599077.750000 Penalty: 5139.059570
	Iteration 34Q: 3 clusters Score -2599078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2599084.000000 Penalty: 5139.059570
	Iteration 35Q: 3 clusters Score -2599084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2599089.750000 Penalty: 5139.059570
	Iteration 36Q: 3 clusters Score -2599090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2599090.500000 Penalty: 5139.059570
	Iteration 37Q: 3 clusters Score -2599090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2599094.000000 Penalty: 5139.059570
	Iteration 38Q: 3 clusters Score -2599094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2599098.250000 Penalty: 5139.059570
	Iteration 39Q: 3 clusters Score -2599098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2599094.750000 Penalty: 5139.059570
	Iteration 40F: 3 clusters Score -2599095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2599094.000000 Penalty: 5139.059570
	Iteration 41Q: 3 clusters Score -2599094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2599100.500000 Penalty: 5139.059570
	Iteration 42Q: 3 clusters Score -2599100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2599098.000000 Penalty: 5139.059570
	Iteration 43Q: 3 clusters Score -2599098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2599104.000000 Penalty: 5139.059570
	Iteration 44Q: 3 clusters Score -2599104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2599104.500000 Penalty: 5139.059570
	Iteration 45Q: 3 clusters Score -2599104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2599106.000000 Penalty: 5139.059570
	Iteration 46Q: 3 clusters Score -2599106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2599105.500000 Penalty: 5139.059570
	Iteration 47Q: 3 clusters Score -2599106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2599104.500000 Penalty: 5139.059570
	Iteration 48Q: 3 clusters Score -2599104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2599104.750000 Penalty: 5139.059570
	Iteration 49Q: 3 clusters Score -2599105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2599104.750000 Penalty: 5139.059570
	Iteration 50F: 3 clusters Score -2599105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -427396.062500 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -427396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -422704.375000 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -422704.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -423877.156250 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -423877.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -424139.000000 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -424139 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -424322.656250 Penalty: 4262.333008
	Iteration 3F: 3 clusters Score -424322.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -424463.000000 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -424463 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -424586.406250 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -424586.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -424679.031250 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -424679 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -424783.968750 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -424784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -424888.625000 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -424888.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -425003.781250 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -425003.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -425116.843750 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -425116.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -425195.218750 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -425195.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -425257.437500 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -425257.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -425312.000000 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -425312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -425359.656250 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -425359.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -425395.093750 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -425395.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -425427.062500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -425427.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -425450.562500 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -425450.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -425472.562500 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -425472.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -425487.656250 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -425487.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -425502.687500 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -425502.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -425509.593750 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -425509.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -425519.843750 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -425519.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -425527.843750 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -425527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -425531.125000 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -425531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -425532.968750 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -425533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -425535.812500 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -425535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -425536.937500 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -425536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -425538.562500 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -425538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -425540.968750 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -425541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -425542.062500 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -425542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -425542.687500 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -425542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -425543.375000 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -425543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -425546.750000 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -425546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -425547.562500 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -425547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -425551.250000 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -425551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -425552.500000 Penalty: 4262.333008
	Iteration 36Q: 3 clusters Score -425552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -425553.406250 Penalty: 4262.333008
	Iteration 37Q: 3 clusters Score -425553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -425553.406250 Penalty: 4262.333008
	Iteration 38F: 3 clusters Score -425553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Entering Unmasked Estep 
Score: -2570548.000000 Penalty: 2577.460938
	Iteration 0F: 2 clusters Score -2570548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2548294.500000 Penalty: 5154.921875
	Iteration 0F: 3 clusters Score -2548294 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2556147.500000 Penalty: 5154.921875
	Iteration 1F: 3 clusters Score -2556148 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2556687.750000 Penalty: 5154.921875
	Iteration 2Q: 3 clusters Score -2556688 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2557270.250000 Penalty: 5154.921875
	Iteration 3Q: 3 clusters Score -2557270 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2557931.250000 Penalty: 5154.921875
	Iteration 4Q: 3 clusters Score -2557931 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2558731.250000 Penalty: 5154.921875
	Iteration 5Q: 3 clusters Score -2558731 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2559730.750000 Penalty: 5154.921875
	Iteration 6F: 3 clusters Score -2559731 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2560856.250000 Penalty: 5154.921875
	Iteration 7F: 3 clusters Score -2560856 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2561947.000000 Penalty: 5154.921875
	Iteration 8F: 3 clusters Score -2561947 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2562971.500000 Penalty: 5154.921875
	Iteration 9F: 3 clusters Score -2562972 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2563963.000000 Penalty: 5154.921875
	Iteration 10Q: 3 clusters Score -2563963 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2564913.500000 Penalty: 5154.921875
	Iteration 11Q: 3 clusters Score -2564914 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2565780.500000 Penalty: 5154.921875
	Iteration 12Q: 3 clusters Score -2565780 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2566489.250000 Penalty: 5154.921875
	Iteration 13Q: 3 clusters Score -2566489 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2567034.500000 Penalty: 5154.921875
	Iteration 14Q: 3 clusters Score -2567034 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2567408.000000 Penalty: 5154.921875
	Iteration 15Q: 3 clusters Score -2567408 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2567656.750000 Penalty: 5154.921875
	Iteration 16Q: 3 clusters Score -2567657 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2567804.000000 Penalty: 5154.921875
	Iteration 17Q: 3 clusters Score -2567804 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2567918.250000 Penalty: 5154.921875
	Iteration 18Q: 3 clusters Score -2567918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2567996.500000 Penalty: 5154.921875
	Iteration 19Q: 3 clusters Score -2567996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2568057.000000 Penalty: 5154.921875
	Iteration 20F: 3 clusters Score -2568057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2568102.750000 Penalty: 5154.921875
	Iteration 21Q: 3 clusters Score -2568103 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2568140.500000 Penalty: 5154.921875
	Iteration 22Q: 3 clusters Score -2568140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2568166.250000 Penalty: 5154.921875
	Iteration 23Q: 3 clusters Score -2568166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2568186.500000 Penalty: 5154.921875
	Iteration 24Q: 3 clusters Score -2568186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2568196.750000 Penalty: 5154.921875
	Iteration 25Q: 3 clusters Score -2568197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2568205.500000 Penalty: 5154.921875
	Iteration 26Q: 3 clusters Score -2568206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2568215.500000 Penalty: 5154.921875
	Iteration 27Q: 3 clusters Score -2568216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2568226.000000 Penalty: 5154.921875
	Iteration 28Q: 3 clusters Score -2568226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2568240.750000 Penalty: 5154.921875
	Iteration 29Q: 3 clusters Score -2568241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2568243.750000 Penalty: 5154.921875
	Iteration 30Q: 3 clusters Score -2568244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2568250.000000 Penalty: 5154.921875
	Iteration 31Q: 3 clusters Score -2568250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2568257.500000 Penalty: 5154.921875
	Iteration 32Q: 3 clusters Score -2568258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2568267.250000 Penalty: 5154.921875
	Iteration 33Q: 3 clusters Score -2568267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2568271.500000 Penalty: 5154.921875
	Iteration 34Q: 3 clusters Score -2568272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2568278.500000 Penalty: 5154.921875
	Iteration 35Q: 3 clusters Score -2568278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2568277.750000 Penalty: 5154.921875
	Iteration 36Q: 3 clusters Score -2568278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2568281.250000 Penalty: 5154.921875
	Iteration 37Q: 3 clusters Score -2568281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2568286.000000 Penalty: 5154.921875
	Iteration 38Q: 3 clusters Score -2568286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2568288.000000 Penalty: 5154.921875
	Iteration 39Q: 3 clusters Score -2568288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2568283.500000 Penalty: 5154.921875
	Iteration 40F: 3 clusters Score -2568284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2568285.000000 Penalty: 5154.921875
	Iteration 41Q: 3 clusters Score -2568285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2568287.500000 Penalty: 5154.921875
	Iteration 42Q: 3 clusters Score -2568288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2568287.000000 Penalty: 5154.921875
	Iteration 43Q: 3 clusters Score -2568287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2568285.750000 Penalty: 5154.921875
	Iteration 44Q: 3 clusters Score -2568286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2568286.250000 Penalty: 5154.921875
	Iteration 45Q: 3 clusters Score -2568286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2568284.750000 Penalty: 5154.921875
	Iteration 46Q: 3 clusters Score -2568285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2568284.750000 Penalty: 5154.921875
	Iteration 47F: 3 clusters Score -2568285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -720204.875000 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -720204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -713400.000000 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -713400 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -715263.000000 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -715263 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -715504.750000 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -715504.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -715664.937500 Penalty: 4494.269531
	Iteration 3Q: 3 clusters Score -715664.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -715795.187500 Penalty: 4494.269531
	Iteration 4Q: 3 clusters Score -715795.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -715887.250000 Penalty: 4494.269531
	Iteration 5Q: 3 clusters Score -715887.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -715962.187500 Penalty: 4494.269531
	Iteration 6Q: 3 clusters Score -715962.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -716030.312500 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -716030.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -716102.187500 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -716102.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -716176.000000 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -716176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -716252.187500 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -716252.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -716347.750000 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -716347.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -716453.500000 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -716453.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -716557.500000 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -716557.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -716644.562500 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -716644.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -716737.375000 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -716737.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -716843.562500 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -716843.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -716974.000000 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -716974 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -717127.000000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -717127 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -717292.625000 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -717292.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -717465.437500 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -717465.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -717611.375000 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -717611.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -717739.000000 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -717739 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -717857.875000 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -717857.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -717934.812500 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -717934.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -717990.937500 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -717990.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -718034.312500 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -718034.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -718074.750000 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -718074.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -718113.625000 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -718113.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -718141.812500 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -718141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -718158.937500 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -718158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -718166.750000 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -718166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -718174.500000 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -718174.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -718176.312500 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -718176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -718181.125000 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -718181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -718185.562500 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -718185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -718186.187500 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -718186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -718189.187500 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -718189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -718193.875000 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -718193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -718195.687500 Penalty: 4494.269531
	Iteration 39Q: 3 clusters Score -718195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -718197.875000 Penalty: 4494.269531
	Iteration 40F: 3 clusters Score -718197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -718199.812500 Penalty: 4494.269531
	Iteration 41Q: 3 clusters Score -718199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -718201.375000 Penalty: 4494.269531
	Iteration 42Q: 3 clusters Score -718201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -718202.625000 Penalty: 4494.269531
	Iteration 43Q: 3 clusters Score -718202.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -718203.187500 Penalty: 4494.269531
	Iteration 44Q: 3 clusters Score -718203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -718203.187500 Penalty: 4494.269531
	Iteration 45F: 3 clusters Score -718203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -75311.039062 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -75311.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -73320.296875 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -73320.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -73622.960938 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -73622.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -73696.976562 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -73696.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -73725.218750 Penalty: 3437.525391
	Iteration 3Q: 3 clusters Score -73725.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73743.195312 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -73743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73751.156250 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -73751.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73760.437500 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -73760.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73764.851562 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -73764.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73766.492188 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -73766.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73766.898438 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -73766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -73766.898438 Penalty: 3437.525391
	Iteration 10F: 3 clusters Score -73766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Entering Unmasked Estep 
Score: -1302243.375000 Penalty: 2404.356689
	Iteration 0F: 2 clusters Score -1302243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1290621.250000 Penalty: 4808.713379
	Iteration 0F: 3 clusters Score -1290621 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1294273.125000 Penalty: 4808.713379
	Iteration 1F: 3 clusters Score -1294273 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1294661.750000 Penalty: 4808.713379
	Iteration 2F: 3 clusters Score -1294662 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1295051.375000 Penalty: 4808.713379
	Iteration 3F: 3 clusters Score -1295051 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1295503.375000 Penalty: 4808.713379
	Iteration 4F: 3 clusters Score -1295503 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1295966.750000 Penalty: 4808.713379
	Iteration 5F: 3 clusters Score -1295967 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1296533.125000 Penalty: 4808.713379
	Iteration 6F: 3 clusters Score -1296533 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1297256.000000 Penalty: 4808.713379
	Iteration 7F: 3 clusters Score -1297256 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1298004.750000 Penalty: 4808.713379
	Iteration 8F: 3 clusters Score -1298005 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1298710.000000 Penalty: 4808.713379
	Iteration 9F: 3 clusters Score -1298710 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1299254.375000 Penalty: 4808.713379
	Iteration 10Q: 3 clusters Score -1299254 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1299633.750000 Penalty: 4808.713379
	Iteration 11Q: 3 clusters Score -1299634 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1299859.125000 Penalty: 4808.713379
	Iteration 12Q: 3 clusters Score -1299859 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1300013.625000 Penalty: 4808.713379
	Iteration 13Q: 3 clusters Score -1300014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1300114.750000 Penalty: 4808.713379
	Iteration 14Q: 3 clusters Score -1300115 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1300190.125000 Penalty: 4808.713379
	Iteration 15Q: 3 clusters Score -1300190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1300232.625000 Penalty: 4808.713379
	Iteration 16Q: 3 clusters Score -1300233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1300262.125000 Penalty: 4808.713379
	Iteration 17Q: 3 clusters Score -1300262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1300282.500000 Penalty: 4808.713379
	Iteration 18Q: 3 clusters Score -1300282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1300298.000000 Penalty: 4808.713379
	Iteration 19Q: 3 clusters Score -1300298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1300303.625000 Penalty: 4808.713379
	Iteration 20F: 3 clusters Score -1300304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1300306.125000 Penalty: 4808.713379
	Iteration 21Q: 3 clusters Score -1300306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1300311.000000 Penalty: 4808.713379
	Iteration 22Q: 3 clusters Score -1300311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1300310.000000 Penalty: 4808.713379
	Iteration 23Q: 3 clusters Score -1300310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1300310.000000 Penalty: 4808.713379
	Iteration 24F: 3 clusters Score -1300310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -658209.250000 Penalty: 2241.632324
	Iteration 0F: 2 clusters Score -658209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -651479.875000 Penalty: 4483.264648
	Iteration 0F: 3 clusters Score -651479.9 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -653309.625000 Penalty: 4483.264648
	Iteration 1F: 3 clusters Score -653309.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -653562.437500 Penalty: 4483.264648
	Iteration 2F: 3 clusters Score -653562.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -653775.625000 Penalty: 4483.264648
	Iteration 3Q: 3 clusters Score -653775.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -653964.000000 Penalty: 4483.264648
	Iteration 4Q: 3 clusters Score -653964 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -654134.875000 Penalty: 4483.264648
	Iteration 5Q: 3 clusters Score -654134.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -654320.687500 Penalty: 4483.264648
	Iteration 6Q: 3 clusters Score -654320.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -654497.187500 Penalty: 4483.264648
	Iteration 7Q: 3 clusters Score -654497.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -654651.937500 Penalty: 4483.264648
	Iteration 8Q: 3 clusters Score -654651.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -654828.250000 Penalty: 4483.264648
	Iteration 9Q: 3 clusters Score -654828.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -655018.250000 Penalty: 4483.264648
	Iteration 10Q: 3 clusters Score -655018.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -655208.000000 Penalty: 4483.264648
	Iteration 11Q: 3 clusters Score -655208 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -655372.562500 Penalty: 4483.264648
	Iteration 12Q: 3 clusters Score -655372.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -655525.187500 Penalty: 4483.264648
	Iteration 13Q: 3 clusters Score -655525.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -655640.812500 Penalty: 4483.264648
	Iteration 14Q: 3 clusters Score -655640.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -655736.312500 Penalty: 4483.264648
	Iteration 15Q: 3 clusters Score -655736.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -655810.812500 Penalty: 4483.264648
	Iteration 16Q: 3 clusters Score -655810.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -655870.250000 Penalty: 4483.264648
	Iteration 17Q: 3 clusters Score -655870.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -655923.625000 Penalty: 4483.264648
	Iteration 18Q: 3 clusters Score -655923.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -655982.875000 Penalty: 4483.264648
	Iteration 19Q: 3 clusters Score -655982.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -656030.687500 Penalty: 4483.264648
	Iteration 20F: 3 clusters Score -656030.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -656068.687500 Penalty: 4483.264648
	Iteration 21Q: 3 clusters Score -656068.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -656102.437500 Penalty: 4483.264648
	Iteration 22Q: 3 clusters Score -656102.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -656126.000000 Penalty: 4483.264648
	Iteration 23Q: 3 clusters Score -656126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -656153.625000 Penalty: 4483.264648
	Iteration 24Q: 3 clusters Score -656153.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -656173.687500 Penalty: 4483.264648
	Iteration 25Q: 3 clusters Score -656173.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -656191.187500 Penalty: 4483.264648
	Iteration 26Q: 3 clusters Score -656191.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -656204.312500 Penalty: 4483.264648
	Iteration 27Q: 3 clusters Score -656204.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -656213.125000 Penalty: 4483.264648
	Iteration 28Q: 3 clusters Score -656213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -656217.062500 Penalty: 4483.264648
	Iteration 29Q: 3 clusters Score -656217.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -656220.625000 Penalty: 4483.264648
	Iteration 30Q: 3 clusters Score -656220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -656225.437500 Penalty: 4483.264648
	Iteration 31Q: 3 clusters Score -656225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -656229.062500 Penalty: 4483.264648
	Iteration 32Q: 3 clusters Score -656229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -656229.500000 Penalty: 4483.264648
	Iteration 33Q: 3 clusters Score -656229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -656231.812500 Penalty: 4483.264648
	Iteration 34Q: 3 clusters Score -656231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -656232.812500 Penalty: 4483.264648
	Iteration 35Q: 3 clusters Score -656232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -656237.937500 Penalty: 4483.264648
	Iteration 36Q: 3 clusters Score -656237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -656238.187500 Penalty: 4483.264648
	Iteration 37Q: 3 clusters Score -656238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -656238.187500 Penalty: 4483.264648
	Iteration 38F: 3 clusters Score -656238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -304924.656250 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -304924.7 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 2363 members 
Entering Unmasked Estep 
Score: -300586.562500 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -300586.6 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -301759.531250 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -301759.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -302112.093750 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -302112.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -302440.531250 Penalty: 4194.364746
	Iteration 3F: 3 clusters Score -302440.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -302744.875000 Penalty: 4194.364746
	Iteration 4F: 3 clusters Score -302744.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -303035.500000 Penalty: 4194.364746
	Iteration 5F: 3 clusters Score -303035.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -303220.406250 Penalty: 4194.364746
	Iteration 6F: 3 clusters Score -303220.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -303361.781250 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -303361.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -303495.250000 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -303495.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -303586.156250 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -303586.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -303662.031250 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -303662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -303735.593750 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -303735.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -303794.500000 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -303794.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -303841.093750 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -303841.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -303874.656250 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -303874.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -303904.062500 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -303904.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -303925.593750 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -303925.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -303936.843750 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -303936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -303940.375000 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -303940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -303943.531250 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -303943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -303944.937500 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -303944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -303945.250000 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -303945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -303946.218750 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -303946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -303946.906250 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -303946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -303947.906250 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -303947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -303949.156250 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -303949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -303950.437500 Penalty: 4194.364746
	Iteration 26Q: 3 clusters Score -303950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -303953.718750 Penalty: 4194.364746
	Iteration 27Q: 3 clusters Score -303953.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -303955.750000 Penalty: 4194.364746
	Iteration 28Q: 3 clusters Score -303955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -303957.781250 Penalty: 4194.364746
	Iteration 29Q: 3 clusters Score -303957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -303960.093750 Penalty: 4194.364746
	Iteration 30Q: 3 clusters Score -303960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -303961.437500 Penalty: 4194.364746
	Iteration 31Q: 3 clusters Score -303961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -303964.062500 Penalty: 4194.364746
	Iteration 32Q: 3 clusters Score -303964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -303967.187500 Penalty: 4194.364746
	Iteration 33Q: 3 clusters Score -303967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -303970.281250 Penalty: 4194.364746
	Iteration 34Q: 3 clusters Score -303970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -303974.125000 Penalty: 4194.364746
	Iteration 35Q: 3 clusters Score -303974.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -303978.968750 Penalty: 4194.364746
	Iteration 36Q: 3 clusters Score -303979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -303981.531250 Penalty: 4194.364746
	Iteration 37Q: 3 clusters Score -303981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -303982.750000 Penalty: 4194.364746
	Iteration 38Q: 3 clusters Score -303982.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -303984.750000 Penalty: 4194.364746
	Iteration 39Q: 3 clusters Score -303984.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -303986.093750 Penalty: 4194.364746
	Iteration 40F: 3 clusters Score -303986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -303987.500000 Penalty: 4194.364746
	Iteration 41Q: 3 clusters Score -303987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -303988.062500 Penalty: 4194.364746
	Iteration 42Q: 3 clusters Score -303988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -303988.062500 Penalty: 4194.364746
	Iteration 43Q: 3 clusters Score -303988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -303989.718750 Penalty: 4194.364746
	Iteration 44Q: 3 clusters Score -303989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -303990.375000 Penalty: 4194.364746
	Iteration 45Q: 3 clusters Score -303990.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -303992.000000 Penalty: 4194.364746
	Iteration 46Q: 3 clusters Score -303992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -303995.156250 Penalty: 4194.364746
	Iteration 47Q: 3 clusters Score -303995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -303996.250000 Penalty: 4194.364746
	Iteration 48Q: 3 clusters Score -303996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -303997.718750 Penalty: 4194.364746
	Iteration 49Q: 3 clusters Score -303997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -303999.218750 Penalty: 4194.364746
	Iteration 50Q: 3 clusters Score -303999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -304001.093750 Penalty: 4194.364746
	Iteration 51Q: 3 clusters Score -304001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -304001.937500 Penalty: 4194.364746
	Iteration 52Q: 3 clusters Score -304001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -304002.437500 Penalty: 4194.364746
	Iteration 53Q: 3 clusters Score -304002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -304003.218750 Penalty: 4194.364746
	Iteration 54Q: 3 clusters Score -304003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -304003.625000 Penalty: 4194.364746
	Iteration 55Q: 3 clusters Score -304003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -304004.406250 Penalty: 4194.364746
	Iteration 56Q: 3 clusters Score -304004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -304005.562500 Penalty: 4194.364746
	Iteration 57Q: 3 clusters Score -304005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -304005.875000 Penalty: 4194.364746
	Iteration 58Q: 3 clusters Score -304005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -304005.875000 Penalty: 4194.364746
	Iteration 59F: 3 clusters Score -304005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250232 members 
Entering Unmasked Estep 
Score: -20216888.000000 Penalty: 3082.675537
	Iteration 0F: 2 clusters Score -2.021689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -20048952.000000 Penalty: 6165.351074
	Iteration 0F: 3 clusters Score -2.004895e+07 nChanged 120754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -20119736.000000 Penalty: 6165.351074
	Iteration 1F: 3 clusters Score -2.011974e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -20120704.000000 Penalty: 6165.351074
	Iteration 2Q: 3 clusters Score -2.01207e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129979 members 
Mstep: Class 2 contains 120253 members 
Entering Unmasked Estep 
Score: -20121952.000000 Penalty: 6165.351074
	Iteration 3Q: 3 clusters Score -2.012195e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 117396 members 
Entering Unmasked Estep 
Score: -20123266.000000 Penalty: 6165.351074
	Iteration 4Q: 3 clusters Score -2.012327e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137178 members 
Mstep: Class 2 contains 113054 members 
Entering Unmasked Estep 
Score: -20125534.000000 Penalty: 6165.351074
	Iteration 5Q: 3 clusters Score -2.012553e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143700 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -20128838.000000 Penalty: 6165.351074
	Iteration 6Q: 3 clusters Score -2.012884e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -20134254.000000 Penalty: 6165.351074
	Iteration 7Q: 3 clusters Score -2.013425e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -20143136.000000 Penalty: 6165.351074
	Iteration 8F: 3 clusters Score -2.014314e+07 nChanged 18323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184874 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -20156468.000000 Penalty: 6165.351074
	Iteration 9F: 3 clusters Score -2.015647e+07 nChanged 19977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204663 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -20173078.000000 Penalty: 6165.351074
	Iteration 10F: 3 clusters Score -2.017308e+07 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223538 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -20190450.000000 Penalty: 6165.351074
	Iteration 11F: 3 clusters Score -2.019045e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237175 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -20203348.000000 Penalty: 6165.351074
	Iteration 12F: 3 clusters Score -2.020335e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244349 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -20210042.000000 Penalty: 6165.351074
	Iteration 13Q: 3 clusters Score -2.021004e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247308 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -20212932.000000 Penalty: 6165.351074
	Iteration 14Q: 3 clusters Score -2.021293e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248306 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20213888.000000 Penalty: 6165.351074
	Iteration 15Q: 3 clusters Score -2.021389e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248642 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20214300.000000 Penalty: 6165.351074
	Iteration 16Q: 3 clusters Score -2.02143e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248788 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20214484.000000 Penalty: 6165.351074
	Iteration 17Q: 3 clusters Score -2.021448e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248856 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20214574.000000 Penalty: 6165.351074
	Iteration 18Q: 3 clusters Score -2.021457e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -20214616.000000 Penalty: 6165.351074
	Iteration 19Q: 3 clusters Score -2.021462e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248925 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20214636.000000 Penalty: 6165.351074
	Iteration 20F: 3 clusters Score -2.021464e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248950 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -20214646.000000 Penalty: 6165.351074
	Iteration 21Q: 3 clusters Score -2.021465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248964 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20214632.000000 Penalty: 6165.351074
	Iteration 22Q: 3 clusters Score -2.021463e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248979 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20214656.000000 Penalty: 6165.351074
	Iteration 23Q: 3 clusters Score -2.021466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248992 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20214670.000000 Penalty: 6165.351074
	Iteration 24Q: 3 clusters Score -2.021467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248995 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20214672.000000 Penalty: 6165.351074
	Iteration 25Q: 3 clusters Score -2.021467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248995 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20214668.000000 Penalty: 6165.351074
	Iteration 26Q: 3 clusters Score -2.021467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248995 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20214664.000000 Penalty: 6165.351074
	Iteration 27Q: 3 clusters Score -2.021466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248995 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20214676.000000 Penalty: 6165.351074
	Iteration 28Q: 3 clusters Score -2.021468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20214674.000000 Penalty: 6165.351074
	Iteration 29Q: 3 clusters Score -2.021467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20214664.000000 Penalty: 6165.351074
	Iteration 30Q: 3 clusters Score -2.021466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249001 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20214670.000000 Penalty: 6165.351074
	Iteration 31Q: 3 clusters Score -2.021467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249002 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20214666.000000 Penalty: 6165.351074
	Iteration 32Q: 3 clusters Score -2.021467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249003 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20214666.000000 Penalty: 6165.351074
	Iteration 33Q: 3 clusters Score -2.021467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249004 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20214662.000000 Penalty: 6165.351074
	Iteration 34Q: 3 clusters Score -2.021466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249005 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20214682.000000 Penalty: 6165.351074
	Iteration 35Q: 3 clusters Score -2.021468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249005 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20214674.000000 Penalty: 6165.351074
	Iteration 36Q: 3 clusters Score -2.021467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249006 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20214672.000000 Penalty: 6165.351074
	Iteration 37Q: 3 clusters Score -2.021467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249005 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20214668.000000 Penalty: 6165.351074
	Iteration 38Q: 3 clusters Score -2.021467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249004 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20214672.000000 Penalty: 6165.351074
	Iteration 39Q: 3 clusters Score -2.021467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249004 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20214672.000000 Penalty: 6165.351074
	Iteration 40F: 3 clusters Score -2.021467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Entering Unmasked Estep 
Score: -2276308.250000 Penalty: 2567.433594
	Iteration 0F: 2 clusters Score -2276308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2255097.500000 Penalty: 5134.867188
	Iteration 0F: 3 clusters Score -2255098 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2263059.250000 Penalty: 5134.867188
	Iteration 1F: 3 clusters Score -2263059 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2263804.250000 Penalty: 5134.867188
	Iteration 2F: 3 clusters Score -2263804 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2264589.500000 Penalty: 5134.867188
	Iteration 3F: 3 clusters Score -2264590 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2265477.500000 Penalty: 5134.867188
	Iteration 4F: 3 clusters Score -2265478 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2266521.000000 Penalty: 5134.867188
	Iteration 5F: 3 clusters Score -2266521 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2267650.750000 Penalty: 5134.867188
	Iteration 6F: 3 clusters Score -2267651 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2268825.250000 Penalty: 5134.867188
	Iteration 7F: 3 clusters Score -2268825 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2270102.500000 Penalty: 5134.867188
	Iteration 8F: 3 clusters Score -2270102 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2271060.750000 Penalty: 5134.867188
	Iteration 9Q: 3 clusters Score -2271061 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2271659.000000 Penalty: 5134.867188
	Iteration 10Q: 3 clusters Score -2271659 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2271990.250000 Penalty: 5134.867188
	Iteration 11Q: 3 clusters Score -2271990 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2272233.500000 Penalty: 5134.867188
	Iteration 12Q: 3 clusters Score -2272234 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2272420.500000 Penalty: 5134.867188
	Iteration 13Q: 3 clusters Score -2272420 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2272568.000000 Penalty: 5134.867188
	Iteration 14Q: 3 clusters Score -2272568 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2272671.250000 Penalty: 5134.867188
	Iteration 15Q: 3 clusters Score -2272671 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2272763.250000 Penalty: 5134.867188
	Iteration 16Q: 3 clusters Score -2272763 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2272819.000000 Penalty: 5134.867188
	Iteration 17Q: 3 clusters Score -2272819 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2272872.000000 Penalty: 5134.867188
	Iteration 18Q: 3 clusters Score -2272872 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2272920.500000 Penalty: 5134.867188
	Iteration 19Q: 3 clusters Score -2272920 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2272954.000000 Penalty: 5134.867188
	Iteration 20F: 3 clusters Score -2272954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2272992.250000 Penalty: 5134.867188
	Iteration 21Q: 3 clusters Score -2272992 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2273054.750000 Penalty: 5134.867188
	Iteration 22Q: 3 clusters Score -2273055 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2273098.750000 Penalty: 5134.867188
	Iteration 23Q: 3 clusters Score -2273099 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2273150.500000 Penalty: 5134.867188
	Iteration 24Q: 3 clusters Score -2273150 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2273187.000000 Penalty: 5134.867188
	Iteration 25Q: 3 clusters Score -2273187 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2273226.500000 Penalty: 5134.867188
	Iteration 26Q: 3 clusters Score -2273226 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2273267.250000 Penalty: 5134.867188
	Iteration 27Q: 3 clusters Score -2273267 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2273318.000000 Penalty: 5134.867188
	Iteration 28Q: 3 clusters Score -2273318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2273352.750000 Penalty: 5134.867188
	Iteration 29Q: 3 clusters Score -2273353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2273377.500000 Penalty: 5134.867188
	Iteration 30Q: 3 clusters Score -2273378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2273419.250000 Penalty: 5134.867188
	Iteration 31Q: 3 clusters Score -2273419 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2273442.750000 Penalty: 5134.867188
	Iteration 32Q: 3 clusters Score -2273443 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2273473.000000 Penalty: 5134.867188
	Iteration 33Q: 3 clusters Score -2273473 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2273520.000000 Penalty: 5134.867188
	Iteration 34Q: 3 clusters Score -2273520 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2273552.250000 Penalty: 5134.867188
	Iteration 35Q: 3 clusters Score -2273552 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2273595.750000 Penalty: 5134.867188
	Iteration 36Q: 3 clusters Score -2273596 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2273637.000000 Penalty: 5134.867188
	Iteration 37Q: 3 clusters Score -2273637 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2273681.000000 Penalty: 5134.867188
	Iteration 38Q: 3 clusters Score -2273681 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2273739.000000 Penalty: 5134.867188
	Iteration 39Q: 3 clusters Score -2273739 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2273796.250000 Penalty: 5134.867188
	Iteration 40F: 3 clusters Score -2273796 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2273870.750000 Penalty: 5134.867188
	Iteration 41Q: 3 clusters Score -2273871 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2273957.500000 Penalty: 5134.867188
	Iteration 42Q: 3 clusters Score -2273958 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2274057.250000 Penalty: 5134.867188
	Iteration 43Q: 3 clusters Score -2274057 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2274188.500000 Penalty: 5134.867188
	Iteration 44Q: 3 clusters Score -2274188 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2274298.250000 Penalty: 5134.867188
	Iteration 45Q: 3 clusters Score -2274298 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2274446.750000 Penalty: 5134.867188
	Iteration 46Q: 3 clusters Score -2274447 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2274599.750000 Penalty: 5134.867188
	Iteration 47Q: 3 clusters Score -2274600 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -2274740.500000 Penalty: 5134.867188
	Iteration 48Q: 3 clusters Score -2274740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2274898.750000 Penalty: 5134.867188
	Iteration 49Q: 3 clusters Score -2274899 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -2275026.750000 Penalty: 5134.867188
	Iteration 50Q: 3 clusters Score -2275027 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2275126.250000 Penalty: 5134.867188
	Iteration 51Q: 3 clusters Score -2275126 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2275237.250000 Penalty: 5134.867188
	Iteration 52Q: 3 clusters Score -2275237 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2275321.000000 Penalty: 5134.867188
	Iteration 53Q: 3 clusters Score -2275321 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2275390.000000 Penalty: 5134.867188
	Iteration 54Q: 3 clusters Score -2275390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2275454.000000 Penalty: 5134.867188
	Iteration 55Q: 3 clusters Score -2275454 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2275498.250000 Penalty: 5134.867188
	Iteration 56Q: 3 clusters Score -2275498 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -2275535.000000 Penalty: 5134.867188
	Iteration 57Q: 3 clusters Score -2275535 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2275563.250000 Penalty: 5134.867188
	Iteration 58Q: 3 clusters Score -2275563 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -2275575.250000 Penalty: 5134.867188
	Iteration 59Q: 3 clusters Score -2275575 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2275598.250000 Penalty: 5134.867188
	Iteration 60F: 3 clusters Score -2275598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -2275607.500000 Penalty: 5134.867188
	Iteration 61Q: 3 clusters Score -2275608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -2275625.000000 Penalty: 5134.867188
	Iteration 62Q: 3 clusters Score -2275625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -2275642.000000 Penalty: 5134.867188
	Iteration 63Q: 3 clusters Score -2275642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2275645.250000 Penalty: 5134.867188
	Iteration 64Q: 3 clusters Score -2275645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2275659.250000 Penalty: 5134.867188
	Iteration 65Q: 3 clusters Score -2275659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -2275676.000000 Penalty: 5134.867188
	Iteration 66Q: 3 clusters Score -2275676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2275683.000000 Penalty: 5134.867188
	Iteration 67Q: 3 clusters Score -2275683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2275690.250000 Penalty: 5134.867188
	Iteration 68Q: 3 clusters Score -2275690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2275693.500000 Penalty: 5134.867188
	Iteration 69Q: 3 clusters Score -2275694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -2275709.000000 Penalty: 5134.867188
	Iteration 70Q: 3 clusters Score -2275709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2275702.500000 Penalty: 5134.867188
	Iteration 71Q: 3 clusters Score -2275702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2275705.000000 Penalty: 5134.867188
	Iteration 72Q: 3 clusters Score -2275705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2275707.750000 Penalty: 5134.867188
	Iteration 73Q: 3 clusters Score -2275708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2275710.250000 Penalty: 5134.867188
	Iteration 74Q: 3 clusters Score -2275710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2275709.500000 Penalty: 5134.867188
	Iteration 75Q: 3 clusters Score -2275710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -2275710.750000 Penalty: 5134.867188
	Iteration 76Q: 3 clusters Score -2275711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2275714.250000 Penalty: 5134.867188
	Iteration 77Q: 3 clusters Score -2275714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2275718.000000 Penalty: 5134.867188
	Iteration 78Q: 3 clusters Score -2275718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2275718.750000 Penalty: 5134.867188
	Iteration 79Q: 3 clusters Score -2275719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -2275720.250000 Penalty: 5134.867188
	Iteration 80F: 3 clusters Score -2275720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -2275721.500000 Penalty: 5134.867188
	Iteration 81Q: 3 clusters Score -2275722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2275719.750000 Penalty: 5134.867188
	Iteration 82Q: 3 clusters Score -2275720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2275721.000000 Penalty: 5134.867188
	Iteration 83Q: 3 clusters Score -2275721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2275719.000000 Penalty: 5134.867188
	Iteration 84Q: 3 clusters Score -2275719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -2275719.250000 Penalty: 5134.867188
	Iteration 85Q: 3 clusters Score -2275719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2275721.500000 Penalty: 5134.867188
	Iteration 86Q: 3 clusters Score -2275722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2275720.500000 Penalty: 5134.867188
	Iteration 87Q: 3 clusters Score -2275720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -2275722.250000 Penalty: 5134.867188
	Iteration 88Q: 3 clusters Score -2275722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2275722.500000 Penalty: 5134.867188
	Iteration 89Q: 3 clusters Score -2275722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -2275725.000000 Penalty: 5134.867188
	Iteration 90Q: 3 clusters Score -2275725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2275726.000000 Penalty: 5134.867188
	Iteration 91Q: 3 clusters Score -2275726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2275726.250000 Penalty: 5134.867188
	Iteration 92Q: 3 clusters Score -2275726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2275726.750000 Penalty: 5134.867188
	Iteration 93Q: 3 clusters Score -2275727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -2275728.500000 Penalty: 5134.867188
	Iteration 94Q: 3 clusters Score -2275728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2275729.500000 Penalty: 5134.867188
	Iteration 95Q: 3 clusters Score -2275730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2275729.500000 Penalty: 5134.867188
	Iteration 96F: 3 clusters Score -2275730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -661602.687500 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -661602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -654957.125000 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -654957.1 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -656575.375000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -656575.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -656859.687500 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -656859.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -657095.562500 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -657095.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -657299.750000 Penalty: 4482.616699
	Iteration 4Q: 3 clusters Score -657299.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -657472.312500 Penalty: 4482.616699
	Iteration 5Q: 3 clusters Score -657472.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -657603.937500 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -657603.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -657725.500000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -657725.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -657866.375000 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -657866.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -658004.625000 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -658004.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -658148.875000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -658148.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -658317.125000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -658317.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -658526.000000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -658526 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -658756.375000 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -658756.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -658961.000000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -658961 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -659115.062500 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -659115.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -659214.187500 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -659214.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -659280.312500 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -659280.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -659317.687500 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -659317.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -659338.187500 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -659338.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -659355.500000 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -659355.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -659370.562500 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -659370.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -659379.687500 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -659379.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -659393.375000 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -659393.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -659402.062500 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -659402.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -659412.750000 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -659412.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -659416.562500 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -659416.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -659422.250000 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -659422.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -659426.562500 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -659426.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -659431.562500 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -659431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -659432.937500 Penalty: 4482.616699
	Iteration 30Q: 3 clusters Score -659432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -659432.687500 Penalty: 4482.616699
	Iteration 31Q: 3 clusters Score -659432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -659432.687500 Penalty: 4482.616699
	Iteration 32Q: 3 clusters Score -659432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -659433.125000 Penalty: 4482.616699
	Iteration 33Q: 3 clusters Score -659433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -659435.625000 Penalty: 4482.616699
	Iteration 34Q: 3 clusters Score -659435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -659437.625000 Penalty: 4482.616699
	Iteration 35Q: 3 clusters Score -659437.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -659437.062500 Penalty: 4482.616699
	Iteration 36Q: 3 clusters Score -659437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -659437.875000 Penalty: 4482.616699
	Iteration 37Q: 3 clusters Score -659437.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -659437.875000 Penalty: 4482.616699
	Iteration 38F: 3 clusters Score -659437.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -102686.882812 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -102686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -100401.195312 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -100401.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -100794.718750 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -100794.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -100882.539062 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -100882.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100928.445312 Penalty: 3637.503418
	Iteration 3Q: 3 clusters Score -100928.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -100953.453125 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -100953.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -100968.367188 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -100968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100978.257812 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -100978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100982.968750 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -100983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -100985.796875 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -100985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -100987.898438 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -100987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -100989.218750 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -100989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -100989.609375 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -100989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -100990.000000 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -100990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -100990.710938 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -100990.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -100991.398438 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -100991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -100993.054688 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -100993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -100997.132812 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -100997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101002.312500 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -101002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -101005.320312 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -101005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101006.242188 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -101006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101007.757812 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -101007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -101009.203125 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -101009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101009.476562 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -101009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -101010.234375 Penalty: 3637.503418
	Iteration 23Q: 3 clusters Score -101010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -101012.507812 Penalty: 3637.503418
	Iteration 24Q: 3 clusters Score -101012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -101016.492188 Penalty: 3637.503418
	Iteration 25Q: 3 clusters Score -101016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -101020.210938 Penalty: 3637.503418
	Iteration 26Q: 3 clusters Score -101020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -101026.156250 Penalty: 3637.503418
	Iteration 27Q: 3 clusters Score -101026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -101030.375000 Penalty: 3637.503418
	Iteration 28Q: 3 clusters Score -101030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -101033.203125 Penalty: 3637.503418
	Iteration 29Q: 3 clusters Score -101033.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -101035.546875 Penalty: 3637.503418
	Iteration 30Q: 3 clusters Score -101035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101036.804688 Penalty: 3637.503418
	Iteration 31Q: 3 clusters Score -101036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -101037.757812 Penalty: 3637.503418
	Iteration 32Q: 3 clusters Score -101037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -101038.117188 Penalty: 3637.503418
	Iteration 33Q: 3 clusters Score -101038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -101039.992188 Penalty: 3637.503418
	Iteration 34Q: 3 clusters Score -101040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -101039.992188 Penalty: 3637.503418
	Iteration 35F: 3 clusters Score -101040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -507341.625000 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -507341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -501972.937500 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -501972.9 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -503595.812500 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -503595.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -504184.437500 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -504184.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -504645.437500 Penalty: 4344.094727
	Iteration 3F: 3 clusters Score -504645.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -504975.156250 Penalty: 4344.094727
	Iteration 4F: 3 clusters Score -504975.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -505186.687500 Penalty: 4344.094727
	Iteration 5Q: 3 clusters Score -505186.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -505349.875000 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -505349.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -505480.500000 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -505480.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -505572.375000 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -505572.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -505637.656250 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -505637.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -505684.437500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -505684.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -505720.093750 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -505720.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -505748.093750 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -505748.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -505764.156250 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -505764.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -505776.875000 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -505776.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -505793.156250 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -505793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -505801.750000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -505801.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -505810.281250 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -505810.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -505816.562500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -505816.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -505822.625000 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -505822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -505826.468750 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -505826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -505831.031250 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -505831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -505835.406250 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -505835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -505838.750000 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -505838.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -505845.000000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -505845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -505849.437500 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -505849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -505851.468750 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -505851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -505855.281250 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -505855.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -505859.000000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -505859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -505862.062500 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -505862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -505864.750000 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -505864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -505867.125000 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -505867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -505867.125000 Penalty: 4344.094727
	Iteration 32F: 3 clusters Score -505867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -253326.875000 Penalty: 2012.723389
	Iteration 0F: 2 clusters Score -253326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -249825.281250 Penalty: 4025.446777
	Iteration 0F: 3 clusters Score -249825.3 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -250586.515625 Penalty: 4025.446777
	Iteration 1F: 3 clusters Score -250586.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -250765.281250 Penalty: 4025.446777
	Iteration 2F: 3 clusters Score -250765.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -250890.359375 Penalty: 4025.446777
	Iteration 3F: 3 clusters Score -250890.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -250986.781250 Penalty: 4025.446777
	Iteration 4Q: 3 clusters Score -250986.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -251068.859375 Penalty: 4025.446777
	Iteration 5Q: 3 clusters Score -251068.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -251155.843750 Penalty: 4025.446777
	Iteration 6Q: 3 clusters Score -251155.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -251270.578125 Penalty: 4025.446777
	Iteration 7Q: 3 clusters Score -251270.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -251416.156250 Penalty: 4025.446777
	Iteration 8Q: 3 clusters Score -251416.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -251608.734375 Penalty: 4025.446777
	Iteration 9Q: 3 clusters Score -251608.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -251779.343750 Penalty: 4025.446777
	Iteration 10Q: 3 clusters Score -251779.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -251860.968750 Penalty: 4025.446777
	Iteration 11Q: 3 clusters Score -251861 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -251925.515625 Penalty: 4025.446777
	Iteration 12Q: 3 clusters Score -251925.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -251973.687500 Penalty: 4025.446777
	Iteration 13Q: 3 clusters Score -251973.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -252013.515625 Penalty: 4025.446777
	Iteration 14Q: 3 clusters Score -252013.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -252063.171875 Penalty: 4025.446777
	Iteration 15Q: 3 clusters Score -252063.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -252100.703125 Penalty: 4025.446777
	Iteration 16Q: 3 clusters Score -252100.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -252132.500000 Penalty: 4025.446777
	Iteration 17Q: 3 clusters Score -252132.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -252169.281250 Penalty: 4025.446777
	Iteration 18Q: 3 clusters Score -252169.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -252219.593750 Penalty: 4025.446777
	Iteration 19Q: 3 clusters Score -252219.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -252268.328125 Penalty: 4025.446777
	Iteration 20F: 3 clusters Score -252268.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -252310.390625 Penalty: 4025.446777
	Iteration 21Q: 3 clusters Score -252310.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -252353.781250 Penalty: 4025.446777
	Iteration 22Q: 3 clusters Score -252353.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -252410.171875 Penalty: 4025.446777
	Iteration 23Q: 3 clusters Score -252410.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252479.078125 Penalty: 4025.446777
	Iteration 24Q: 3 clusters Score -252479.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -252550.390625 Penalty: 4025.446777
	Iteration 25Q: 3 clusters Score -252550.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252625.140625 Penalty: 4025.446777
	Iteration 26Q: 3 clusters Score -252625.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -252733.062500 Penalty: 4025.446777
	Iteration 27Q: 3 clusters Score -252733.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -252845.531250 Penalty: 4025.446777
	Iteration 28Q: 3 clusters Score -252845.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -253007.609375 Penalty: 4025.446777
	Iteration 29Q: 3 clusters Score -253007.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -253124.046875 Penalty: 4025.446777
	Iteration 30Q: 3 clusters Score -253124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -253170.718750 Penalty: 4025.446777
	Iteration 31Q: 3 clusters Score -253170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -253182.125000 Penalty: 4025.446777
	Iteration 32Q: 3 clusters Score -253182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -253183.609375 Penalty: 4025.446777
	Iteration 33Q: 3 clusters Score -253183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -253183.609375 Penalty: 4025.446777
	Iteration 34F: 3 clusters Score -253183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -141519.250000 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -141519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -138991.031250 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -138991 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -139425.953125 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -139426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139581.312500 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -139581.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139713.609375 Penalty: 3744.083740
	Iteration 3F: 3 clusters Score -139713.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -139818.906250 Penalty: 3744.083740
	Iteration 4Q: 3 clusters Score -139818.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139901.718750 Penalty: 3744.083740
	Iteration 5Q: 3 clusters Score -139901.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -139974.703125 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -139974.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -140042.000000 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -140042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -140082.671875 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -140082.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -140118.953125 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -140119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -140144.234375 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -140144.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140159.156250 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -140159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -140174.843750 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -140174.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140189.656250 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -140189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140196.156250 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -140196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140200.765625 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -140200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140209.218750 Penalty: 3744.083740
	Iteration 16Q: 3 clusters Score -140209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140219.453125 Penalty: 3744.083740
	Iteration 17Q: 3 clusters Score -140219.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -140236.359375 Penalty: 3744.083740
	Iteration 18Q: 3 clusters Score -140236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140246.859375 Penalty: 3744.083740
	Iteration 19Q: 3 clusters Score -140246.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -140254.859375 Penalty: 3744.083740
	Iteration 20F: 3 clusters Score -140254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -140260.015625 Penalty: 3744.083740
	Iteration 21Q: 3 clusters Score -140260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -140266.453125 Penalty: 3744.083740
	Iteration 22Q: 3 clusters Score -140266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140270.593750 Penalty: 3744.083740
	Iteration 23Q: 3 clusters Score -140270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -140273.062500 Penalty: 3744.083740
	Iteration 24Q: 3 clusters Score -140273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -140274.546875 Penalty: 3744.083740
	Iteration 25Q: 3 clusters Score -140274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -140276.390625 Penalty: 3744.083740
	Iteration 26Q: 3 clusters Score -140276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140280.687500 Penalty: 3744.083740
	Iteration 27Q: 3 clusters Score -140280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140287.531250 Penalty: 3744.083740
	Iteration 28Q: 3 clusters Score -140287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140291.515625 Penalty: 3744.083740
	Iteration 29Q: 3 clusters Score -140291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140294.984375 Penalty: 3744.083740
	Iteration 30Q: 3 clusters Score -140295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -140298.031250 Penalty: 3744.083740
	Iteration 31Q: 3 clusters Score -140298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140299.234375 Penalty: 3744.083740
	Iteration 32Q: 3 clusters Score -140299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140300.515625 Penalty: 3744.083740
	Iteration 33Q: 3 clusters Score -140300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140301.359375 Penalty: 3744.083740
	Iteration 34Q: 3 clusters Score -140301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140302.125000 Penalty: 3744.083740
	Iteration 35Q: 3 clusters Score -140302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140302.250000 Penalty: 3744.083740
	Iteration 36Q: 3 clusters Score -140302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140302.250000 Penalty: 3744.083740
	Iteration 37F: 3 clusters Score -140302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -85056.734375 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -85056.73 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 549 members 
Entering Unmasked Estep 
Score: -83016.820312 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -83016.82 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83318.039062 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -83318.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83397.078125 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -83397.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83450.812500 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -83450.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83480.632812 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -83480.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -83502.796875 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -83502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83517.312500 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -83517.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -83521.960938 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -83521.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83526.953125 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -83526.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -83534.070312 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -83534.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83541.398438 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -83541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83552.648438 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -83552.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -83565.898438 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -83565.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -83573.960938 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -83573.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83578.257812 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -83578.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -83590.000000 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -83590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -83597.015625 Penalty: 3495.999756
	Iteration 16Q: 3 clusters Score -83597.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83602.171875 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -83602.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83605.601562 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -83605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83608.085938 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -83608.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83608.562500 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -83608.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -83609.562500 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -83609.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -83610.554688 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -83610.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -83612.328125 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -83612.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -83612.328125 Penalty: 3495.999756
	Iteration 24F: 3 clusters Score -83612.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Entering Unmasked Estep 
Score: -1632102.125000 Penalty: 2452.266357
	Iteration 0F: 2 clusters Score -1632102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1618167.875000 Penalty: 4904.532715
	Iteration 0F: 3 clusters Score -1618168 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1622724.250000 Penalty: 4904.532715
	Iteration 1F: 3 clusters Score -1622724 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1623075.500000 Penalty: 4904.532715
	Iteration 2F: 3 clusters Score -1623076 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1623362.250000 Penalty: 4904.532715
	Iteration 3Q: 3 clusters Score -1623362 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1623598.625000 Penalty: 4904.532715
	Iteration 4Q: 3 clusters Score -1623599 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1623790.125000 Penalty: 4904.532715
	Iteration 5Q: 3 clusters Score -1623790 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1623992.750000 Penalty: 4904.532715
	Iteration 6Q: 3 clusters Score -1623993 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1624214.250000 Penalty: 4904.532715
	Iteration 7Q: 3 clusters Score -1624214 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1624470.875000 Penalty: 4904.532715
	Iteration 8Q: 3 clusters Score -1624471 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1624767.375000 Penalty: 4904.532715
	Iteration 9Q: 3 clusters Score -1624767 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1625207.625000 Penalty: 4904.532715
	Iteration 10Q: 3 clusters Score -1625208 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1625789.250000 Penalty: 4904.532715
	Iteration 11Q: 3 clusters Score -1625789 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1626506.250000 Penalty: 4904.532715
	Iteration 12F: 3 clusters Score -1626506 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1627334.250000 Penalty: 4904.532715
	Iteration 13F: 3 clusters Score -1627334 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1628187.250000 Penalty: 4904.532715
	Iteration 14F: 3 clusters Score -1628187 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1628858.625000 Penalty: 4904.532715
	Iteration 15Q: 3 clusters Score -1628859 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1629354.750000 Penalty: 4904.532715
	Iteration 16Q: 3 clusters Score -1629355 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1629647.125000 Penalty: 4904.532715
	Iteration 17Q: 3 clusters Score -1629647 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1629831.625000 Penalty: 4904.532715
	Iteration 18Q: 3 clusters Score -1629832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1629928.750000 Penalty: 4904.532715
	Iteration 19Q: 3 clusters Score -1629929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -1629989.000000 Penalty: 4904.532715
	Iteration 20F: 3 clusters Score -1629989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1630019.500000 Penalty: 4904.532715
	Iteration 21Q: 3 clusters Score -1630020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1630045.625000 Penalty: 4904.532715
	Iteration 22Q: 3 clusters Score -1630046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1630057.375000 Penalty: 4904.532715
	Iteration 23Q: 3 clusters Score -1630057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1630071.875000 Penalty: 4904.532715
	Iteration 24Q: 3 clusters Score -1630072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1630077.125000 Penalty: 4904.532715
	Iteration 25Q: 3 clusters Score -1630077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1630086.125000 Penalty: 4904.532715
	Iteration 26Q: 3 clusters Score -1630086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1630089.125000 Penalty: 4904.532715
	Iteration 27Q: 3 clusters Score -1630089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1630099.125000 Penalty: 4904.532715
	Iteration 28Q: 3 clusters Score -1630099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1630102.500000 Penalty: 4904.532715
	Iteration 29Q: 3 clusters Score -1630102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1630103.125000 Penalty: 4904.532715
	Iteration 30Q: 3 clusters Score -1630103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1630110.000000 Penalty: 4904.532715
	Iteration 31Q: 3 clusters Score -1630110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1630113.125000 Penalty: 4904.532715
	Iteration 32Q: 3 clusters Score -1630113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1630118.625000 Penalty: 4904.532715
	Iteration 33Q: 3 clusters Score -1630119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1630116.625000 Penalty: 4904.532715
	Iteration 34Q: 3 clusters Score -1630117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1630120.250000 Penalty: 4904.532715
	Iteration 35Q: 3 clusters Score -1630120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1630121.125000 Penalty: 4904.532715
	Iteration 36Q: 3 clusters Score -1630121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -1630123.125000 Penalty: 4904.532715
	Iteration 37Q: 3 clusters Score -1630123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1630123.500000 Penalty: 4904.532715
	Iteration 38Q: 3 clusters Score -1630124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1630122.125000 Penalty: 4904.532715
	Iteration 39Q: 3 clusters Score -1630122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1630123.250000 Penalty: 4904.532715
	Iteration 40F: 3 clusters Score -1630123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1630125.625000 Penalty: 4904.532715
	Iteration 41Q: 3 clusters Score -1630126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1630126.375000 Penalty: 4904.532715
	Iteration 42Q: 3 clusters Score -1630126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1630126.375000 Penalty: 4904.532715
	Iteration 43F: 3 clusters Score -1630126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (162485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Entering Unmasked Estep 
Score: -13238681.000000 Penalty: 2975.588379
	Iteration 0F: 2 clusters Score -1.323868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -13129562.000000 Penalty: 5951.176758
	Iteration 0F: 3 clusters Score -1.312956e+07 nChanged 78026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -13174633.000000 Penalty: 5951.176758
	Iteration 1F: 3 clusters Score -1.317463e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -13175300.000000 Penalty: 5951.176758
	Iteration 2Q: 3 clusters Score -1.31753e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -13175994.000000 Penalty: 5951.176758
	Iteration 3Q: 3 clusters Score -1.317599e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -13176849.000000 Penalty: 5951.176758
	Iteration 4Q: 3 clusters Score -1.317685e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -13177791.000000 Penalty: 5951.176758
	Iteration 5Q: 3 clusters Score -1.317779e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -13179334.000000 Penalty: 5951.176758
	Iteration 6Q: 3 clusters Score -1.317933e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -13181678.000000 Penalty: 5951.176758
	Iteration 7Q: 3 clusters Score -1.318168e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -13185808.000000 Penalty: 5951.176758
	Iteration 8Q: 3 clusters Score -1.318581e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 112200 members 
Entering Unmasked Estep 
Score: -13192456.000000 Penalty: 5951.176758
	Iteration 9F: 3 clusters Score -1.319246e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 123553 members 
Entering Unmasked Estep 
Score: -13201742.000000 Penalty: 5951.176758
	Iteration 10F: 3 clusters Score -1.320174e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
Score: -13212187.000000 Penalty: 5951.176758
	Iteration 11F: 3 clusters Score -1.321219e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 145118 members 
Entering Unmasked Estep 
Score: -13221258.000000 Penalty: 5951.176758
	Iteration 12F: 3 clusters Score -1.322126e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -13227719.000000 Penalty: 5951.176758
	Iteration 13Q: 3 clusters Score -1.322772e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -13231776.000000 Penalty: 5951.176758
	Iteration 14Q: 3 clusters Score -1.323178e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 159586 members 
Entering Unmasked Estep 
Score: -13234008.000000 Penalty: 5951.176758
	Iteration 15Q: 3 clusters Score -1.323401e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 160922 members 
Entering Unmasked Estep 
Score: -13235111.000000 Penalty: 5951.176758
	Iteration 16Q: 3 clusters Score -1.323511e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
Score: -13235570.000000 Penalty: 5951.176758
	Iteration 17Q: 3 clusters Score -1.323557e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 161795 members 
Entering Unmasked Estep 
Score: -13235790.000000 Penalty: 5951.176758
	Iteration 18Q: 3 clusters Score -1.323579e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -13235936.000000 Penalty: 5951.176758
	Iteration 19Q: 3 clusters Score -1.323594e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -13236006.000000 Penalty: 5951.176758
	Iteration 20F: 3 clusters Score -1.323601e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 162034 members 
Entering Unmasked Estep 
Score: -13236064.000000 Penalty: 5951.176758
	Iteration 21Q: 3 clusters Score -1.323606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -13236082.000000 Penalty: 5951.176758
	Iteration 22Q: 3 clusters Score -1.323608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 162064 members 
Entering Unmasked Estep 
Score: -13236099.000000 Penalty: 5951.176758
	Iteration 23Q: 3 clusters Score -1.32361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 162071 members 
Entering Unmasked Estep 
Score: -13236120.000000 Penalty: 5951.176758
	Iteration 24Q: 3 clusters Score -1.323612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -13236121.000000 Penalty: 5951.176758
	Iteration 25Q: 3 clusters Score -1.323612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -13236123.000000 Penalty: 5951.176758
	Iteration 26Q: 3 clusters Score -1.323612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 162086 members 
Entering Unmasked Estep 
Score: -13236128.000000 Penalty: 5951.176758
	Iteration 27Q: 3 clusters Score -1.323613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 162087 members 
Entering Unmasked Estep 
Score: -13236126.000000 Penalty: 5951.176758
	Iteration 28Q: 3 clusters Score -1.323613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 162091 members 
Entering Unmasked Estep 
Score: -13236137.000000 Penalty: 5951.176758
	Iteration 29Q: 3 clusters Score -1.323614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 162091 members 
Entering Unmasked Estep 
Score: -13236137.000000 Penalty: 5951.176758
	Iteration 30Q: 3 clusters Score -1.323614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 162095 members 
Entering Unmasked Estep 
Score: -13236151.000000 Penalty: 5951.176758
	Iteration 31Q: 3 clusters Score -1.323615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 162099 members 
Entering Unmasked Estep 
Score: -13236149.000000 Penalty: 5951.176758
	Iteration 32Q: 3 clusters Score -1.323615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 162100 members 
Entering Unmasked Estep 
Score: -13236159.000000 Penalty: 5951.176758
	Iteration 33Q: 3 clusters Score -1.323616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 162101 members 
Entering Unmasked Estep 
Score: -13236156.000000 Penalty: 5951.176758
	Iteration 34Q: 3 clusters Score -1.323616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 162103 members 
Entering Unmasked Estep 
Score: -13236158.000000 Penalty: 5951.176758
	Iteration 35Q: 3 clusters Score -1.323616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -13236161.000000 Penalty: 5951.176758
	Iteration 36Q: 3 clusters Score -1.323616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -13236167.000000 Penalty: 5951.176758
	Iteration 37Q: 3 clusters Score -1.323617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -13236167.000000 Penalty: 5951.176758
	Iteration 38Q: 3 clusters Score -1.323617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162106 members 
Entering Unmasked Estep 
Score: -13236167.000000 Penalty: 5951.176758
	Iteration 39F: 3 clusters Score -1.323617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -266475.625000 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -266475.6 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 1686 members 
Entering Unmasked Estep 
Score: -262923.656250 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -262923.7 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -263711.187500 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -263711.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -263937.437500 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -263937.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -264098.593750 Penalty: 4036.438232
	Iteration 3F: 3 clusters Score -264098.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -264243.062500 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -264243.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -264342.468750 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -264342.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -264419.062500 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -264419.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -264471.437500 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -264471.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -264504.343750 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -264504.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -264520.875000 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -264520.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -264544.437500 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -264544.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -264573.250000 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -264573.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -264601.531250 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -264601.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -264626.781250 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -264626.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -264645.562500 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -264645.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -264658.593750 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -264658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -264673.156250 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -264673.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -264696.687500 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -264696.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -264720.312500 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -264720.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -264744.843750 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -264744.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -264773.250000 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -264773.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264796.000000 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -264796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -264818.812500 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -264818.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -264846.218750 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -264846.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -264866.937500 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -264866.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -264890.625000 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -264890.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -264911.406250 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -264911.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -264929.406250 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -264929.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -264946.031250 Penalty: 4036.438232
	Iteration 28Q: 3 clusters Score -264946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -264962.656250 Penalty: 4036.438232
	Iteration 29Q: 3 clusters Score -264962.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -264979.656250 Penalty: 4036.438232
	Iteration 30Q: 3 clusters Score -264979.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -264991.187500 Penalty: 4036.438232
	Iteration 31Q: 3 clusters Score -264991.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -264998.906250 Penalty: 4036.438232
	Iteration 32Q: 3 clusters Score -264998.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -265005.937500 Penalty: 4036.438232
	Iteration 33Q: 3 clusters Score -265005.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -265013.062500 Penalty: 4036.438232
	Iteration 34Q: 3 clusters Score -265013.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -265018.562500 Penalty: 4036.438232
	Iteration 35Q: 3 clusters Score -265018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -265022.687500 Penalty: 4036.438232
	Iteration 36Q: 3 clusters Score -265022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -265027.000000 Penalty: 4036.438232
	Iteration 37Q: 3 clusters Score -265027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -265031.406250 Penalty: 4036.438232
	Iteration 38Q: 3 clusters Score -265031.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -265035.406250 Penalty: 4036.438232
	Iteration 39Q: 3 clusters Score -265035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -265038.718750 Penalty: 4036.438232
	Iteration 40F: 3 clusters Score -265038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -265040.156250 Penalty: 4036.438232
	Iteration 41Q: 3 clusters Score -265040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -265040.875000 Penalty: 4036.438232
	Iteration 42Q: 3 clusters Score -265040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -265040.875000 Penalty: 4036.438232
	Iteration 43F: 3 clusters Score -265040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -49273.902344 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -49273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -47496.707031 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -47496.71 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47797.765625 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -47797.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47890.796875 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -47890.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47944.492188 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -47944.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47960.574219 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -47960.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47980.179688 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -47980.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47987.964844 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -47987.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47991.687500 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -47991.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47995.230469 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -47995.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48002.062500 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -48002.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48008.421875 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -48008.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48021.585938 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -48021.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48042.511719 Penalty: 3335.020996
	Iteration 12Q: 3 clusters Score -48042.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48052.554688 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -48052.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48056.160156 Penalty: 3335.020996
	Iteration 14Q: 3 clusters Score -48056.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48057.988281 Penalty: 3335.020996
	Iteration 15Q: 3 clusters Score -48057.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48059.574219 Penalty: 3335.020996
	Iteration 16Q: 3 clusters Score -48059.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48061.070312 Penalty: 3335.020996
	Iteration 17Q: 3 clusters Score -48061.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48062.039062 Penalty: 3335.020996
	Iteration 18Q: 3 clusters Score -48062.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48063.203125 Penalty: 3335.020996
	Iteration 19Q: 3 clusters Score -48063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48063.765625 Penalty: 3335.020996
	Iteration 20F: 3 clusters Score -48063.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Entering Unmasked Estep 
Score: -2374926.750000 Penalty: 2544.612061
	Iteration 0F: 2 clusters Score -2374927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2355405.750000 Penalty: 5089.224121
	Iteration 0F: 3 clusters Score -2355406 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2362363.250000 Penalty: 5089.224121
	Iteration 1F: 3 clusters Score -2362363 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2362760.500000 Penalty: 5089.224121
	Iteration 2Q: 3 clusters Score -2362760 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2363152.500000 Penalty: 5089.224121
	Iteration 3Q: 3 clusters Score -2363152 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2363547.250000 Penalty: 5089.224121
	Iteration 4Q: 3 clusters Score -2363547 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2363948.750000 Penalty: 5089.224121
	Iteration 5Q: 3 clusters Score -2363949 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2364426.500000 Penalty: 5089.224121
	Iteration 6Q: 3 clusters Score -2364426 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2365002.250000 Penalty: 5089.224121
	Iteration 7Q: 3 clusters Score -2365002 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2365714.250000 Penalty: 5089.224121
	Iteration 8Q: 3 clusters Score -2365714 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2366555.000000 Penalty: 5089.224121
	Iteration 9Q: 3 clusters Score -2366555 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2367445.000000 Penalty: 5089.224121
	Iteration 10F: 3 clusters Score -2367445 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2368178.500000 Penalty: 5089.224121
	Iteration 11Q: 3 clusters Score -2368178 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2368662.250000 Penalty: 5089.224121
	Iteration 12Q: 3 clusters Score -2368662 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2368907.500000 Penalty: 5089.224121
	Iteration 13Q: 3 clusters Score -2368908 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2369032.500000 Penalty: 5089.224121
	Iteration 14Q: 3 clusters Score -2369032 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2369103.750000 Penalty: 5089.224121
	Iteration 15Q: 3 clusters Score -2369104 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2369152.250000 Penalty: 5089.224121
	Iteration 16Q: 3 clusters Score -2369152 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2369221.250000 Penalty: 5089.224121
	Iteration 17Q: 3 clusters Score -2369221 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2369260.000000 Penalty: 5089.224121
	Iteration 18Q: 3 clusters Score -2369260 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2369306.500000 Penalty: 5089.224121
	Iteration 19Q: 3 clusters Score -2369306 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2369343.500000 Penalty: 5089.224121
	Iteration 20F: 3 clusters Score -2369344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2369379.000000 Penalty: 5089.224121
	Iteration 21Q: 3 clusters Score -2369379 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2369414.500000 Penalty: 5089.224121
	Iteration 22Q: 3 clusters Score -2369414 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2369452.250000 Penalty: 5089.224121
	Iteration 23Q: 3 clusters Score -2369452 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2369473.500000 Penalty: 5089.224121
	Iteration 24Q: 3 clusters Score -2369474 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2369487.000000 Penalty: 5089.224121
	Iteration 25Q: 3 clusters Score -2369487 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2369515.500000 Penalty: 5089.224121
	Iteration 26Q: 3 clusters Score -2369516 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2369543.500000 Penalty: 5089.224121
	Iteration 27Q: 3 clusters Score -2369544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2369565.500000 Penalty: 5089.224121
	Iteration 28Q: 3 clusters Score -2369566 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2369584.500000 Penalty: 5089.224121
	Iteration 29Q: 3 clusters Score -2369584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2369614.000000 Penalty: 5089.224121
	Iteration 30Q: 3 clusters Score -2369614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2369625.500000 Penalty: 5089.224121
	Iteration 31Q: 3 clusters Score -2369626 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2369655.500000 Penalty: 5089.224121
	Iteration 32Q: 3 clusters Score -2369656 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2369696.000000 Penalty: 5089.224121
	Iteration 33Q: 3 clusters Score -2369696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2369722.250000 Penalty: 5089.224121
	Iteration 34Q: 3 clusters Score -2369722 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2369758.000000 Penalty: 5089.224121
	Iteration 35Q: 3 clusters Score -2369758 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2369786.750000 Penalty: 5089.224121
	Iteration 36Q: 3 clusters Score -2369787 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2369837.000000 Penalty: 5089.224121
	Iteration 37Q: 3 clusters Score -2369837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2369872.750000 Penalty: 5089.224121
	Iteration 38Q: 3 clusters Score -2369873 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2369906.750000 Penalty: 5089.224121
	Iteration 39Q: 3 clusters Score -2369907 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2369955.750000 Penalty: 5089.224121
	Iteration 40F: 3 clusters Score -2369956 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2370003.250000 Penalty: 5089.224121
	Iteration 41Q: 3 clusters Score -2370003 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2370053.250000 Penalty: 5089.224121
	Iteration 42Q: 3 clusters Score -2370053 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2370127.500000 Penalty: 5089.224121
	Iteration 43Q: 3 clusters Score -2370128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2370176.000000 Penalty: 5089.224121
	Iteration 44Q: 3 clusters Score -2370176 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2370260.500000 Penalty: 5089.224121
	Iteration 45Q: 3 clusters Score -2370260 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2370322.000000 Penalty: 5089.224121
	Iteration 46Q: 3 clusters Score -2370322 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2370351.000000 Penalty: 5089.224121
	Iteration 47Q: 3 clusters Score -2370351 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2370394.750000 Penalty: 5089.224121
	Iteration 48Q: 3 clusters Score -2370395 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2370437.750000 Penalty: 5089.224121
	Iteration 49Q: 3 clusters Score -2370438 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2370471.750000 Penalty: 5089.224121
	Iteration 50Q: 3 clusters Score -2370472 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2370515.250000 Penalty: 5089.224121
	Iteration 51Q: 3 clusters Score -2370515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2370553.750000 Penalty: 5089.224121
	Iteration 52Q: 3 clusters Score -2370554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2370582.250000 Penalty: 5089.224121
	Iteration 53Q: 3 clusters Score -2370582 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2370626.500000 Penalty: 5089.224121
	Iteration 54Q: 3 clusters Score -2370626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2370662.250000 Penalty: 5089.224121
	Iteration 55Q: 3 clusters Score -2370662 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2370682 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2370703 nChanged 144
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Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2370722 nChanged 132
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Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2370760 nChanged 119
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Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2370777 nChanged 100
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2370790 nChanged 111
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Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 20122 members 
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	Iteration 62Q: 3 clusters Score -2370794 nChanged 113
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2370815 nChanged 137
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Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2370838 nChanged 132
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Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2370866 nChanged 144
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Mstep: Class 1 contains 7942 members 
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	Iteration 66Q: 3 clusters Score -2370884 nChanged 149
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Mstep: Class 1 contains 7795 members 
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	Iteration 67Q: 3 clusters Score -2370908 nChanged 133
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Mstep: Class 1 contains 7664 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2370936 nChanged 122
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Mstep: Class 2 contains 21040 members 
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	Iteration 69Q: 3 clusters Score -2370949 nChanged 99
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Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 21139 members 
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	Iteration 70Q: 3 clusters Score -2370969 nChanged 103
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Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 21240 members 
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	Iteration 71Q: 3 clusters Score -2370983 nChanged 98
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Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 21338 members 
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	Iteration 72Q: 3 clusters Score -2371012 nChanged 90
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Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2371024 nChanged 88
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Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2371034 nChanged 78
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Mstep: Class 1 contains 6988 members 
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	Iteration 75Q: 3 clusters Score -2371047 nChanged 64
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Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 21658 members 
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	Iteration 76Q: 3 clusters Score -2371046 nChanged 70
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Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2371057 nChanged 83
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Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 21809 members 
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	Iteration 78Q: 3 clusters Score -2371079 nChanged 81
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Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 21890 members 
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	Iteration 79Q: 3 clusters Score -2371097 nChanged 74
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Mstep: Class 1 contains 6618 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2371100 nChanged 94
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Mstep: Class 1 contains 6524 members 
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	Iteration 81Q: 3 clusters Score -2371097 nChanged 92
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Mstep: Class 1 contains 6432 members 
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	Iteration 82Q: 3 clusters Score -2371118 nChanged 101
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	Iteration 83Q: 3 clusters Score -2371138 nChanged 107
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	Iteration 84Q: 3 clusters Score -2371158 nChanged 124
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Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 22480 members 
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	Iteration 85Q: 3 clusters Score -2371195 nChanged 133
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Mstep: Class 1 contains 5969 members 
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	Iteration 86Q: 3 clusters Score -2371212 nChanged 147
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Mstep: Class 1 contains 5822 members 
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	Iteration 87Q: 3 clusters Score -2371250 nChanged 145
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Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 22905 members 
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	Iteration 88Q: 3 clusters Score -2371277 nChanged 148
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Mstep: Class 1 contains 5529 members 
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	Iteration 89Q: 3 clusters Score -2371313 nChanged 136
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Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2371350 nChanged 146
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Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 23333 members 
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	Iteration 91Q: 3 clusters Score -2371379 nChanged 158
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2371407 nChanged 149
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Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2371444 nChanged 157
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2371486 nChanged 154
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Mstep: Class 1 contains 4635 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2371530 nChanged 150
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Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 24095 members 
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	Iteration 96Q: 3 clusters Score -2371551 nChanged 133
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Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 24228 members 
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	Iteration 97Q: 3 clusters Score -2371579 nChanged 131
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Mstep: Class 1 contains 4225 members 
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	Iteration 98Q: 3 clusters Score -2371627 nChanged 122
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Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 24477 members 
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	Iteration 99Q: 3 clusters Score -2371660 nChanged 123
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Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 24600 members 
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	Iteration 100F: 3 clusters Score -2371671 nChanged 111
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Mstep: Class 1 contains 3871 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2371700 nChanged 108
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Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 24819 members 
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	Iteration 102Q: 3 clusters Score -2371718 nChanged 101
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Mstep: Class 1 contains 3662 members 
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	Iteration 103Q: 3 clusters Score -2371742 nChanged 102
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Mstep: Class 1 contains 3562 members 
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	Iteration 104Q: 3 clusters Score -2371768 nChanged 103
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Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 25123 members 
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	Iteration 105Q: 3 clusters Score -2371801 nChanged 92
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Mstep: Class 1 contains 3367 members 
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	Iteration 106Q: 3 clusters Score -2371826 nChanged 86
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Mstep: Class 1 contains 3281 members 
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	Iteration 107Q: 3 clusters Score -2371838 nChanged 92
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Mstep: Class 1 contains 3189 members 
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	Iteration 108Q: 3 clusters Score -2371862 nChanged 75
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Mstep: Class 1 contains 3114 members 
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	Iteration 109Q: 3 clusters Score -2371876 nChanged 81
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Mstep: Class 1 contains 3033 members 
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	Iteration 110Q: 3 clusters Score -2371889 nChanged 76
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Mstep: Class 1 contains 2957 members 
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	Iteration 111Q: 3 clusters Score -2371918 nChanged 87
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Mstep: Class 1 contains 2870 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2371931 nChanged 79
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Mstep: Class 1 contains 2791 members 
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	Iteration 113Q: 3 clusters Score -2371953 nChanged 79
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Mstep: Class 1 contains 2712 members 
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	Iteration 114Q: 3 clusters Score -2371973 nChanged 85
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Mstep: Class 1 contains 2627 members 
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	Iteration 115Q: 3 clusters Score -2371998 nChanged 104
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Mstep: Class 1 contains 2523 members 
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	Iteration 116Q: 3 clusters Score -2372033 nChanged 115
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Mstep: Class 1 contains 2408 members 
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	Iteration 117Q: 3 clusters Score -2372084 nChanged 108
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Mstep: Class 1 contains 2300 members 
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	Iteration 118Q: 3 clusters Score -2372108 nChanged 105
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Mstep: Class 1 contains 2195 members 
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	Iteration 119Q: 3 clusters Score -2372147 nChanged 97
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Mstep: Class 1 contains 2098 members 
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	Iteration 120F: 3 clusters Score -2372166 nChanged 93
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Mstep: Class 2 contains 26577 members 
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	Iteration 121Q: 3 clusters Score -2372217 nChanged 102
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Mstep: Class 1 contains 1903 members 
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	Iteration 122Q: 3 clusters Score -2372259 nChanged 93
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Mstep: Class 1 contains 1810 members 
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	Iteration 123Q: 3 clusters Score -2372288 nChanged 97
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Mstep: Class 1 contains 1717 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2372336 nChanged 85
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Mstep: Class 1 contains 1632 members 
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	Iteration 125Q: 3 clusters Score -2372371 nChanged 71
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Mstep: Class 1 contains 1561 members 
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	Iteration 126Q: 3 clusters Score -2372411 nChanged 78
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	Iteration 127Q: 3 clusters Score -2372436 nChanged 63
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	Iteration 128Q: 3 clusters Score -2372468 nChanged 55
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Mstep: Class 1 contains 1367 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2372494 nChanged 51
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Mstep: Class 1 contains 1318 members 
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	Iteration 130Q: 3 clusters Score -2372506 nChanged 47
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Mstep: Class 1 contains 1271 members 
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	Iteration 131Q: 3 clusters Score -2372516 nChanged 35
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	Iteration 132Q: 3 clusters Score -2372528 nChanged 31
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	Iteration 133Q: 3 clusters Score -2372546 nChanged 30
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Mstep: Class 1 contains 1179 members 
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	Iteration 134Q: 3 clusters Score -2372551 nChanged 19
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	Iteration 135Q: 3 clusters Score -2372564 nChanged 19
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	Iteration 136Q: 3 clusters Score -2372576 nChanged 24
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	Iteration 137Q: 3 clusters Score -2372587 nChanged 17
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Mstep: Class 1 contains 1102 members 
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	Iteration 138Q: 3 clusters Score -2372590 nChanged 13
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	Iteration 139Q: 3 clusters Score -2372601 nChanged 10
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2372596 nChanged 8
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2372601 nChanged 11
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Mstep: Class 1 contains 1060 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2372609 nChanged 12
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2372613 nChanged 11
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2372615 nChanged 10
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	Iteration 145Q: 3 clusters Score -2372614 nChanged 6
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2372619 nChanged 8
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2372619 nChanged 9
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2372625 nChanged 10
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Mstep: Class 1 contains 996 members 
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Entering Unmasked Estep 
Score: -2372633.000000 Penalty: 5089.224121
	Iteration 149Q: 3 clusters Score -2372633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -2372632.500000 Penalty: 5089.224121
	Iteration 150Q: 3 clusters Score -2372632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2372639.500000 Penalty: 5089.224121
	Iteration 151Q: 3 clusters Score -2372640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2372641.500000 Penalty: 5089.224121
	Iteration 152Q: 3 clusters Score -2372642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2372645.750000 Penalty: 5089.224121
	Iteration 153Q: 3 clusters Score -2372646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -2372649.750000 Penalty: 5089.224121
	Iteration 154Q: 3 clusters Score -2372650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -2372646.500000 Penalty: 5089.224121
	Iteration 155Q: 3 clusters Score -2372646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2372647.000000 Penalty: 5089.224121
	Iteration 156Q: 3 clusters Score -2372647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2372650.250000 Penalty: 5089.224121
	Iteration 157Q: 3 clusters Score -2372650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2372649.750000 Penalty: 5089.224121
	Iteration 158Q: 3 clusters Score -2372650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -2372648.500000 Penalty: 5089.224121
	Iteration 159Q: 3 clusters Score -2372648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2372647.250000 Penalty: 5089.224121
	Iteration 160F: 3 clusters Score -2372647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2372653.750000 Penalty: 5089.224121
	Iteration 161Q: 3 clusters Score -2372654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2372653.250000 Penalty: 5089.224121
	Iteration 162Q: 3 clusters Score -2372653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2372653.250000 Penalty: 5089.224121
	Iteration 163F: 3 clusters Score -2372653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 20237 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 16458 members 
Mstep: Class 9 contains 18010 members 
Mstep: Class 10 contains 852093 members 
Mstep: Class 11 contains 51593 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98282 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31603 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250232 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162485 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800464.000000 Penalty: 128699.546875
Iteration 199Q: 37 clusters Score -1.428005e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2487 members 
Mstep: Class 5 contains 20237 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 16459 members 
Mstep: Class 9 contains 18009 members 
Mstep: Class 10 contains 852091 members 
Mstep: Class 11 contains 51589 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98280 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31603 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 32631 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250240 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19695 members 
Mstep: Class 33 contains 162485 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800464.000000 Penalty: 128699.546875
Iteration 200F: 37 clusters Score -1.428005e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2486 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 852083 members 
Mstep: Class 11 contains 51587 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98283 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 32633 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250246 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19695 members 
Mstep: Class 33 contains 162486 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800496.000000 Penalty: 128699.546875
Iteration 201Q: 37 clusters Score -1.428005e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 18006 members 
Mstep: Class 10 contains 852081 members 
Mstep: Class 11 contains 51584 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98285 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 32634 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250252 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19695 members 
Mstep: Class 33 contains 162483 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800400.000000 Penalty: 128699.546875
Iteration 202Q: 37 clusters Score -1.428004e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18006 members 
Mstep: Class 10 contains 852077 members 
Mstep: Class 11 contains 51582 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98286 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 5403 members 
Mstep: Class 18 contains 32635 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250257 members 
Mstep: Class 25 contains 31336 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19694 members 
Mstep: Class 33 contains 162482 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800416.000000 Penalty: 128699.546875
Iteration 203Q: 37 clusters Score -1.428004e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18005 members 
Mstep: Class 10 contains 852073 members 
Mstep: Class 11 contains 51579 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98287 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250260 members 
Mstep: Class 25 contains 31336 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19693 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800448.000000 Penalty: 128699.546875
Iteration 204Q: 37 clusters Score -1.428004e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35593 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 852071 members 
Mstep: Class 11 contains 51578 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98288 members 
Mstep: Class 14 contains 19584 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32642 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250259 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19693 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800576.000000 Penalty: 128699.546875
Iteration 205Q: 37 clusters Score -1.428006e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6165 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35593 members 
Mstep: Class 8 contains 16455 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 852069 members 
Mstep: Class 11 contains 51577 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98289 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31606 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250261 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19694 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800480.000000 Penalty: 128699.546875
Iteration 206Q: 37 clusters Score -1.428005e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35593 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 852068 members 
Mstep: Class 11 contains 51576 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98289 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31607 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250262 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19695 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800448.000000 Penalty: 128699.546875
Iteration 207Q: 37 clusters Score -1.428004e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 852069 members 
Mstep: Class 11 contains 51576 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98289 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31609 members 
Mstep: Class 17 contains 5399 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250262 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800464.000000 Penalty: 128699.546875
Iteration 208Q: 37 clusters Score -1.428005e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 852070 members 
Mstep: Class 11 contains 51576 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98289 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 32645 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250262 members 
Mstep: Class 25 contains 31335 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800448.000000 Penalty: 128699.546875
Iteration 209Q: 37 clusters Score -1.428004e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18006 members 
Mstep: Class 10 contains 852068 members 
Mstep: Class 11 contains 51577 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98289 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31612 members 
Mstep: Class 17 contains 5397 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250261 members 
Mstep: Class 25 contains 31336 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800544.000000 Penalty: 128699.546875
Iteration 210Q: 37 clusters Score -1.428005e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18003 members 
Mstep: Class 10 contains 852069 members 
Mstep: Class 11 contains 51578 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98288 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5400 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250258 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800560.000000 Penalty: 128699.546875
Iteration 211Q: 37 clusters Score -1.428006e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35589 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18002 members 
Mstep: Class 10 contains 852067 members 
Mstep: Class 11 contains 51579 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98288 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31615 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 32643 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250258 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800480.000000 Penalty: 128699.546875
Iteration 212Q: 37 clusters Score -1.428005e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18001 members 
Mstep: Class 10 contains 852064 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98288 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20269 members 
Mstep: Class 16 contains 31617 members 
Mstep: Class 17 contains 5401 members 
Mstep: Class 18 contains 32643 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16236 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250258 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800512.000000 Penalty: 128699.546875
Iteration 213Q: 37 clusters Score -1.428005e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98288 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31616 members 
Mstep: Class 17 contains 5402 members 
Mstep: Class 18 contains 32643 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250259 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162480 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800560.000000 Penalty: 128699.546875
Iteration 214Q: 37 clusters Score -1.428006e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98286 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31614 members 
Mstep: Class 17 contains 5403 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250259 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162482 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800528.000000 Penalty: 128699.546875
Iteration 215Q: 37 clusters Score -1.428005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852066 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98286 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5404 members 
Mstep: Class 18 contains 32645 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250258 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162481 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800528.000000 Penalty: 128699.546875
Iteration 216Q: 37 clusters Score -1.428005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852064 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98285 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32647 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250257 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162482 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800560.000000 Penalty: 128699.546875
Iteration 217Q: 37 clusters Score -1.428006e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32648 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250255 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162482 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800544.000000 Penalty: 128699.546875
Iteration 218Q: 37 clusters Score -1.428005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32648 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250254 members 
Mstep: Class 25 contains 31339 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162482 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800560.000000 Penalty: 128699.546875
Iteration 219Q: 37 clusters Score -1.428006e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32649 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250254 members 
Mstep: Class 25 contains 31338 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162482 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800560.000000 Penalty: 128699.546875
Iteration 220F: 37 clusters Score -1.428006e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32648 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250255 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162483 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800496.000000 Penalty: 128699.546875
Iteration 221Q: 37 clusters Score -1.428005e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32647 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250256 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162483 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800496.000000 Penalty: 128699.546875
Iteration 222Q: 37 clusters Score -1.428005e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 2485 members 
Mstep: Class 5 contains 20238 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 35592 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 852065 members 
Mstep: Class 11 contains 51581 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 98284 members 
Mstep: Class 14 contains 19583 members 
Mstep: Class 15 contains 20270 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 18 contains 32647 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 1023 members 
Mstep: Class 21 contains 16235 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 250256 members 
Mstep: Class 25 contains 31337 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 1531 members 
Mstep: Class 28 contains 6363 members 
Mstep: Class 29 contains 3347 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 19696 members 
Mstep: Class 33 contains 162483 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 832 members 
Mstep: Class 36 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -142800496.000000 Penalty: 128699.546875
Iteration 223F: 37 clusters Score -1.428005e+08 nChanged 0
Entering ConstructFrom: 
Score: -142800496.000000 Penalty: 128699.546875
Entering ConstructFrom: 
Trying to split cluster 1 (34322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Entering Unmasked Estep 
Score: -2696224.500000 Penalty: 2589.998291
	Iteration 0F: 2 clusters Score -2696224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2672905.750000 Penalty: 5179.996582
	Iteration 0F: 3 clusters Score -2672906 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2681552.500000 Penalty: 5179.996582
	Iteration 1F: 3 clusters Score -2681552 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2682302.750000 Penalty: 5179.996582
	Iteration 2F: 3 clusters Score -2682303 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2683070.500000 Penalty: 5179.996582
	Iteration 3F: 3 clusters Score -2683070 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2683976.250000 Penalty: 5179.996582
	Iteration 4F: 3 clusters Score -2683976 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2685044.250000 Penalty: 5179.996582
	Iteration 5F: 3 clusters Score -2685044 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2686320.500000 Penalty: 5179.996582
	Iteration 6F: 3 clusters Score -2686320 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2687809.750000 Penalty: 5179.996582
	Iteration 7F: 3 clusters Score -2687810 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2689385.750000 Penalty: 5179.996582
	Iteration 8F: 3 clusters Score -2689386 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2690829.750000 Penalty: 5179.996582
	Iteration 9F: 3 clusters Score -2690830 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2692040.500000 Penalty: 5179.996582
	Iteration 10Q: 3 clusters Score -2692040 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2692852.750000 Penalty: 5179.996582
	Iteration 11Q: 3 clusters Score -2692853 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2693290.500000 Penalty: 5179.996582
	Iteration 12Q: 3 clusters Score -2693290 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2693533.750000 Penalty: 5179.996582
	Iteration 13Q: 3 clusters Score -2693534 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2693655.500000 Penalty: 5179.996582
	Iteration 14Q: 3 clusters Score -2693656 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2693754.500000 Penalty: 5179.996582
	Iteration 15Q: 3 clusters Score -2693754 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2693811.250000 Penalty: 5179.996582
	Iteration 16Q: 3 clusters Score -2693811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2693869.750000 Penalty: 5179.996582
	Iteration 17Q: 3 clusters Score -2693870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2693909.250000 Penalty: 5179.996582
	Iteration 18Q: 3 clusters Score -2693909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2693928.000000 Penalty: 5179.996582
	Iteration 19Q: 3 clusters Score -2693928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2693947.000000 Penalty: 5179.996582
	Iteration 20F: 3 clusters Score -2693947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2693971.250000 Penalty: 5179.996582
	Iteration 21Q: 3 clusters Score -2693971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2693996.500000 Penalty: 5179.996582
	Iteration 22Q: 3 clusters Score -2693996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2694002.750000 Penalty: 5179.996582
	Iteration 23Q: 3 clusters Score -2694003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2694009.000000 Penalty: 5179.996582
	Iteration 24Q: 3 clusters Score -2694009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2694018.500000 Penalty: 5179.996582
	Iteration 25Q: 3 clusters Score -2694018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2694022.500000 Penalty: 5179.996582
	Iteration 26Q: 3 clusters Score -2694022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2694024.000000 Penalty: 5179.996582
	Iteration 27Q: 3 clusters Score -2694024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2694030.750000 Penalty: 5179.996582
	Iteration 28Q: 3 clusters Score -2694031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2694036.750000 Penalty: 5179.996582
	Iteration 29Q: 3 clusters Score -2694037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2694036.750000 Penalty: 5179.996582
	Iteration 30Q: 3 clusters Score -2694037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2694039.000000 Penalty: 5179.996582
	Iteration 31Q: 3 clusters Score -2694039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2694042.500000 Penalty: 5179.996582
	Iteration 32Q: 3 clusters Score -2694042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2694043.000000 Penalty: 5179.996582
	Iteration 33Q: 3 clusters Score -2694043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2694043.750000 Penalty: 5179.996582
	Iteration 34Q: 3 clusters Score -2694044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2694047.750000 Penalty: 5179.996582
	Iteration 35Q: 3 clusters Score -2694048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2694050.250000 Penalty: 5179.996582
	Iteration 36Q: 3 clusters Score -2694050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2694052.000000 Penalty: 5179.996582
	Iteration 37Q: 3 clusters Score -2694052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2694053.000000 Penalty: 5179.996582
	Iteration 38Q: 3 clusters Score -2694053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2694053.000000 Penalty: 5179.996582
	Iteration 39F: 3 clusters Score -2694053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Entering Unmasked Estep 
Score: -466253.375000 Penalty: 2164.127197
	Iteration 0F: 2 clusters Score -466253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -461018.281250 Penalty: 4328.254395
	Iteration 0F: 3 clusters Score -461018.3 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -462545.500000 Penalty: 4328.254395
	Iteration 1F: 3 clusters Score -462545.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -462945.343750 Penalty: 4328.254395
	Iteration 2F: 3 clusters Score -462945.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -463255.031250 Penalty: 4328.254395
	Iteration 3F: 3 clusters Score -463255 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -463516.531250 Penalty: 4328.254395
	Iteration 4F: 3 clusters Score -463516.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -463778.093750 Penalty: 4328.254395
	Iteration 5Q: 3 clusters Score -463778.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -464036.093750 Penalty: 4328.254395
	Iteration 6Q: 3 clusters Score -464036.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -464298.218750 Penalty: 4328.254395
	Iteration 7Q: 3 clusters Score -464298.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -464499.843750 Penalty: 4328.254395
	Iteration 8Q: 3 clusters Score -464499.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -464621.500000 Penalty: 4328.254395
	Iteration 9Q: 3 clusters Score -464621.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -464704.437500 Penalty: 4328.254395
	Iteration 10Q: 3 clusters Score -464704.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -464757.250000 Penalty: 4328.254395
	Iteration 11Q: 3 clusters Score -464757.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -464786.125000 Penalty: 4328.254395
	Iteration 12Q: 3 clusters Score -464786.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -464804.000000 Penalty: 4328.254395
	Iteration 13Q: 3 clusters Score -464804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -464818.656250 Penalty: 4328.254395
	Iteration 14Q: 3 clusters Score -464818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -464831.312500 Penalty: 4328.254395
	Iteration 15Q: 3 clusters Score -464831.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -464838.500000 Penalty: 4328.254395
	Iteration 16Q: 3 clusters Score -464838.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -464850.468750 Penalty: 4328.254395
	Iteration 17Q: 3 clusters Score -464850.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -464863.718750 Penalty: 4328.254395
	Iteration 18Q: 3 clusters Score -464863.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -464872.718750 Penalty: 4328.254395
	Iteration 19Q: 3 clusters Score -464872.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -464887.250000 Penalty: 4328.254395
	Iteration 20F: 3 clusters Score -464887.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -464901.750000 Penalty: 4328.254395
	Iteration 21Q: 3 clusters Score -464901.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -464920.937500 Penalty: 4328.254395
	Iteration 22Q: 3 clusters Score -464920.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -464952.937500 Penalty: 4328.254395
	Iteration 23Q: 3 clusters Score -464952.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -464975.156250 Penalty: 4328.254395
	Iteration 24Q: 3 clusters Score -464975.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -464993.531250 Penalty: 4328.254395
	Iteration 25Q: 3 clusters Score -464993.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -465005.125000 Penalty: 4328.254395
	Iteration 26Q: 3 clusters Score -465005.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -465013.468750 Penalty: 4328.254395
	Iteration 27Q: 3 clusters Score -465013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -465016.312500 Penalty: 4328.254395
	Iteration 28Q: 3 clusters Score -465016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -465018.562500 Penalty: 4328.254395
	Iteration 29Q: 3 clusters Score -465018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -465017.812500 Penalty: 4328.254395
	Iteration 30Q: 3 clusters Score -465017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -465018.000000 Penalty: 4328.254395
	Iteration 31Q: 3 clusters Score -465018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -465019.500000 Penalty: 4328.254395
	Iteration 32Q: 3 clusters Score -465019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -465018.937500 Penalty: 4328.254395
	Iteration 33Q: 3 clusters Score -465018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -465018.843750 Penalty: 4328.254395
	Iteration 34Q: 3 clusters Score -465018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -465019.468750 Penalty: 4328.254395
	Iteration 35Q: 3 clusters Score -465019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -465019.593750 Penalty: 4328.254395
	Iteration 36Q: 3 clusters Score -465019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -465019.593750 Penalty: 4328.254395
	Iteration 37F: 3 clusters Score -465019.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -303159.500000 Penalty: 2055.618896
	Iteration 0F: 2 clusters Score -303159.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -299289.656250 Penalty: 4111.237793
	Iteration 0F: 3 clusters Score -299289.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -300187.687500 Penalty: 4111.237793
	Iteration 1F: 3 clusters Score -300187.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -300391.625000 Penalty: 4111.237793
	Iteration 2F: 3 clusters Score -300391.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -300507.000000 Penalty: 4111.237793
	Iteration 3F: 3 clusters Score -300507 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -300604.125000 Penalty: 4111.237793
	Iteration 4Q: 3 clusters Score -300604.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -300690.125000 Penalty: 4111.237793
	Iteration 5Q: 3 clusters Score -300690.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -300776.906250 Penalty: 4111.237793
	Iteration 6Q: 3 clusters Score -300776.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -300842.281250 Penalty: 4111.237793
	Iteration 7Q: 3 clusters Score -300842.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -300902.406250 Penalty: 4111.237793
	Iteration 8Q: 3 clusters Score -300902.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -300957.156250 Penalty: 4111.237793
	Iteration 9Q: 3 clusters Score -300957.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -301004.593750 Penalty: 4111.237793
	Iteration 10Q: 3 clusters Score -301004.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -301060.718750 Penalty: 4111.237793
	Iteration 11Q: 3 clusters Score -301060.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -301112.093750 Penalty: 4111.237793
	Iteration 12Q: 3 clusters Score -301112.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -301146.343750 Penalty: 4111.237793
	Iteration 13Q: 3 clusters Score -301146.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -301171.000000 Penalty: 4111.237793
	Iteration 14Q: 3 clusters Score -301171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -301194.906250 Penalty: 4111.237793
	Iteration 15Q: 3 clusters Score -301194.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -301215.625000 Penalty: 4111.237793
	Iteration 16Q: 3 clusters Score -301215.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -301230.656250 Penalty: 4111.237793
	Iteration 17Q: 3 clusters Score -301230.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -301242.250000 Penalty: 4111.237793
	Iteration 18Q: 3 clusters Score -301242.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -301256.281250 Penalty: 4111.237793
	Iteration 19Q: 3 clusters Score -301256.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -301269.250000 Penalty: 4111.237793
	Iteration 20F: 3 clusters Score -301269.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -301284.093750 Penalty: 4111.237793
	Iteration 21Q: 3 clusters Score -301284.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -301303.656250 Penalty: 4111.237793
	Iteration 22Q: 3 clusters Score -301303.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -301324.968750 Penalty: 4111.237793
	Iteration 23Q: 3 clusters Score -301325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -301345.937500 Penalty: 4111.237793
	Iteration 24Q: 3 clusters Score -301345.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -301368.812500 Penalty: 4111.237793
	Iteration 25Q: 3 clusters Score -301368.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -301392.625000 Penalty: 4111.237793
	Iteration 26Q: 3 clusters Score -301392.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -301424.625000 Penalty: 4111.237793
	Iteration 27Q: 3 clusters Score -301424.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -301450.843750 Penalty: 4111.237793
	Iteration 28Q: 3 clusters Score -301450.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -301478.000000 Penalty: 4111.237793
	Iteration 29Q: 3 clusters Score -301478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -301507.156250 Penalty: 4111.237793
	Iteration 30Q: 3 clusters Score -301507.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -301529.406250 Penalty: 4111.237793
	Iteration 31Q: 3 clusters Score -301529.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -301548.218750 Penalty: 4111.237793
	Iteration 32Q: 3 clusters Score -301548.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -301559.875000 Penalty: 4111.237793
	Iteration 33Q: 3 clusters Score -301559.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -301569.312500 Penalty: 4111.237793
	Iteration 34Q: 3 clusters Score -301569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -301580.593750 Penalty: 4111.237793
	Iteration 35Q: 3 clusters Score -301580.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -301590.031250 Penalty: 4111.237793
	Iteration 36Q: 3 clusters Score -301590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -301600.781250 Penalty: 4111.237793
	Iteration 37Q: 3 clusters Score -301600.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -301609.000000 Penalty: 4111.237793
	Iteration 38Q: 3 clusters Score -301609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -301614.781250 Penalty: 4111.237793
	Iteration 39Q: 3 clusters Score -301614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -301623.937500 Penalty: 4111.237793
	Iteration 40F: 3 clusters Score -301623.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -301632.312500 Penalty: 4111.237793
	Iteration 41Q: 3 clusters Score -301632.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -301640.812500 Penalty: 4111.237793
	Iteration 42Q: 3 clusters Score -301640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -301646.125000 Penalty: 4111.237793
	Iteration 43Q: 3 clusters Score -301646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301650.375000 Penalty: 4111.237793
	Iteration 44Q: 3 clusters Score -301650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301653.812500 Penalty: 4111.237793
	Iteration 45Q: 3 clusters Score -301653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -301656.218750 Penalty: 4111.237793
	Iteration 46Q: 3 clusters Score -301656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -301656.937500 Penalty: 4111.237793
	Iteration 47Q: 3 clusters Score -301656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301657.968750 Penalty: 4111.237793
	Iteration 48Q: 3 clusters Score -301658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -301657.968750 Penalty: 4111.237793
	Iteration 49F: 3 clusters Score -301658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -185624.515625 Penalty: 1938.870972
	Iteration 0F: 2 clusters Score -185624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -182743.515625 Penalty: 3877.741943
	Iteration 0F: 3 clusters Score -182743.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -183484.250000 Penalty: 3877.741943
	Iteration 1F: 3 clusters Score -183484.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -183752.984375 Penalty: 3877.741943
	Iteration 2F: 3 clusters Score -183753 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -183947.812500 Penalty: 3877.741943
	Iteration 3F: 3 clusters Score -183947.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -184096.375000 Penalty: 3877.741943
	Iteration 4F: 3 clusters Score -184096.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184212.437500 Penalty: 3877.741943
	Iteration 5Q: 3 clusters Score -184212.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184295.640625 Penalty: 3877.741943
	Iteration 6Q: 3 clusters Score -184295.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -184375.718750 Penalty: 3877.741943
	Iteration 7Q: 3 clusters Score -184375.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -184435.625000 Penalty: 3877.741943
	Iteration 8Q: 3 clusters Score -184435.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -184477.234375 Penalty: 3877.741943
	Iteration 9Q: 3 clusters Score -184477.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184505.875000 Penalty: 3877.741943
	Iteration 10Q: 3 clusters Score -184505.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184518.906250 Penalty: 3877.741943
	Iteration 11Q: 3 clusters Score -184518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184529.125000 Penalty: 3877.741943
	Iteration 12Q: 3 clusters Score -184529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184537.359375 Penalty: 3877.741943
	Iteration 13Q: 3 clusters Score -184537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -184544.531250 Penalty: 3877.741943
	Iteration 14Q: 3 clusters Score -184544.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -184549.703125 Penalty: 3877.741943
	Iteration 15Q: 3 clusters Score -184549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -184553.734375 Penalty: 3877.741943
	Iteration 16Q: 3 clusters Score -184553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -184556.421875 Penalty: 3877.741943
	Iteration 17Q: 3 clusters Score -184556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184561.656250 Penalty: 3877.741943
	Iteration 18Q: 3 clusters Score -184561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -184566.187500 Penalty: 3877.741943
	Iteration 19Q: 3 clusters Score -184566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184567.593750 Penalty: 3877.741943
	Iteration 20F: 3 clusters Score -184567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -184569.140625 Penalty: 3877.741943
	Iteration 21Q: 3 clusters Score -184569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -184572.234375 Penalty: 3877.741943
	Iteration 22Q: 3 clusters Score -184572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -184573.609375 Penalty: 3877.741943
	Iteration 23Q: 3 clusters Score -184573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184574.625000 Penalty: 3877.741943
	Iteration 24Q: 3 clusters Score -184574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184574.625000 Penalty: 3877.741943
	Iteration 25F: 3 clusters Score -184574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Entering Unmasked Estep 
Score: -1596298.125000 Penalty: 2458.998779
	Iteration 0F: 2 clusters Score -1596298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1582037.375000 Penalty: 4917.997559
	Iteration 0F: 3 clusters Score -1582037 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1586830.625000 Penalty: 4917.997559
	Iteration 1F: 3 clusters Score -1586831 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1587248.750000 Penalty: 4917.997559
	Iteration 2F: 3 clusters Score -1587249 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1587623.125000 Penalty: 4917.997559
	Iteration 3Q: 3 clusters Score -1587623 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1587983.875000 Penalty: 4917.997559
	Iteration 4Q: 3 clusters Score -1587984 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1588399.000000 Penalty: 4917.997559
	Iteration 5Q: 3 clusters Score -1588399 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1588941.625000 Penalty: 4917.997559
	Iteration 6F: 3 clusters Score -1588942 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1589593.125000 Penalty: 4917.997559
	Iteration 7F: 3 clusters Score -1589593 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1590341.000000 Penalty: 4917.997559
	Iteration 8F: 3 clusters Score -1590341 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1591140.625000 Penalty: 4917.997559
	Iteration 9F: 3 clusters Score -1591141 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1591968.375000 Penalty: 4917.997559
	Iteration 10F: 3 clusters Score -1591968 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1592683.500000 Penalty: 4917.997559
	Iteration 11Q: 3 clusters Score -1592684 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1593218.750000 Penalty: 4917.997559
	Iteration 12Q: 3 clusters Score -1593219 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1593554.625000 Penalty: 4917.997559
	Iteration 13Q: 3 clusters Score -1593555 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1593751.625000 Penalty: 4917.997559
	Iteration 14Q: 3 clusters Score -1593752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1593873.875000 Penalty: 4917.997559
	Iteration 15Q: 3 clusters Score -1593874 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -1593971.375000 Penalty: 4917.997559
	Iteration 16Q: 3 clusters Score -1593971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1594026.875000 Penalty: 4917.997559
	Iteration 17Q: 3 clusters Score -1594027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1594071.125000 Penalty: 4917.997559
	Iteration 18Q: 3 clusters Score -1594071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -1594095.000000 Penalty: 4917.997559
	Iteration 19Q: 3 clusters Score -1594095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1594119.125000 Penalty: 4917.997559
	Iteration 20F: 3 clusters Score -1594119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1594129.750000 Penalty: 4917.997559
	Iteration 21Q: 3 clusters Score -1594130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1594146.125000 Penalty: 4917.997559
	Iteration 22Q: 3 clusters Score -1594146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1594148.125000 Penalty: 4917.997559
	Iteration 23Q: 3 clusters Score -1594148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1594152.875000 Penalty: 4917.997559
	Iteration 24Q: 3 clusters Score -1594153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1594162.375000 Penalty: 4917.997559
	Iteration 25Q: 3 clusters Score -1594162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -1594168.750000 Penalty: 4917.997559
	Iteration 26Q: 3 clusters Score -1594169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1594174.625000 Penalty: 4917.997559
	Iteration 27Q: 3 clusters Score -1594175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1594178.625000 Penalty: 4917.997559
	Iteration 28Q: 3 clusters Score -1594179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1594182.375000 Penalty: 4917.997559
	Iteration 29Q: 3 clusters Score -1594182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1594185.125000 Penalty: 4917.997559
	Iteration 30Q: 3 clusters Score -1594185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1594189.625000 Penalty: 4917.997559
	Iteration 31Q: 3 clusters Score -1594190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1594188.000000 Penalty: 4917.997559
	Iteration 32Q: 3 clusters Score -1594188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1594188.000000 Penalty: 4917.997559
	Iteration 33F: 3 clusters Score -1594188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -780154.250000 Penalty: 2288.929443
	Iteration 0F: 2 clusters Score -780154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -772362.375000 Penalty: 4577.858887
	Iteration 0F: 3 clusters Score -772362.4 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -774697.500000 Penalty: 4577.858887
	Iteration 1F: 3 clusters Score -774697.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -775063.312500 Penalty: 4577.858887
	Iteration 2F: 3 clusters Score -775063.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -775406.375000 Penalty: 4577.858887
	Iteration 3F: 3 clusters Score -775406.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -775829.687500 Penalty: 4577.858887
	Iteration 4F: 3 clusters Score -775829.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -776321.562500 Penalty: 4577.858887
	Iteration 5F: 3 clusters Score -776321.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -776951.125000 Penalty: 4577.858887
	Iteration 6F: 3 clusters Score -776951.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -777684.687500 Penalty: 4577.858887
	Iteration 7F: 3 clusters Score -777684.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -778287.812500 Penalty: 4577.858887
	Iteration 8F: 3 clusters Score -778287.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -778649.625000 Penalty: 4577.858887
	Iteration 9Q: 3 clusters Score -778649.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -778837.937500 Penalty: 4577.858887
	Iteration 10Q: 3 clusters Score -778837.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -778946.562500 Penalty: 4577.858887
	Iteration 11Q: 3 clusters Score -778946.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -779027.125000 Penalty: 4577.858887
	Iteration 12Q: 3 clusters Score -779027.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -779081.812500 Penalty: 4577.858887
	Iteration 13Q: 3 clusters Score -779081.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -779125.625000 Penalty: 4577.858887
	Iteration 14Q: 3 clusters Score -779125.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -779157.250000 Penalty: 4577.858887
	Iteration 15Q: 3 clusters Score -779157.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -779189.187500 Penalty: 4577.858887
	Iteration 16Q: 3 clusters Score -779189.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -779213.062500 Penalty: 4577.858887
	Iteration 17Q: 3 clusters Score -779213.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -779225.625000 Penalty: 4577.858887
	Iteration 18Q: 3 clusters Score -779225.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -779233.375000 Penalty: 4577.858887
	Iteration 19Q: 3 clusters Score -779233.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -779241.187500 Penalty: 4577.858887
	Iteration 20F: 3 clusters Score -779241.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -779251.000000 Penalty: 4577.858887
	Iteration 21Q: 3 clusters Score -779251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -779257.250000 Penalty: 4577.858887
	Iteration 22Q: 3 clusters Score -779257.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -779260.937500 Penalty: 4577.858887
	Iteration 23Q: 3 clusters Score -779260.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -779264.875000 Penalty: 4577.858887
	Iteration 24Q: 3 clusters Score -779264.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -779265.187500 Penalty: 4577.858887
	Iteration 25Q: 3 clusters Score -779265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -779267.750000 Penalty: 4577.858887
	Iteration 26Q: 3 clusters Score -779267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -779268.937500 Penalty: 4577.858887
	Iteration 27Q: 3 clusters Score -779268.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -779273.187500 Penalty: 4577.858887
	Iteration 28Q: 3 clusters Score -779273.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -779274.437500 Penalty: 4577.858887
	Iteration 29Q: 3 clusters Score -779274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -779274.875000 Penalty: 4577.858887
	Iteration 30Q: 3 clusters Score -779274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -779278.000000 Penalty: 4577.858887
	Iteration 31Q: 3 clusters Score -779278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -779280.000000 Penalty: 4577.858887
	Iteration 32Q: 3 clusters Score -779280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -779282.000000 Penalty: 4577.858887
	Iteration 33Q: 3 clusters Score -779282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -779286.812500 Penalty: 4577.858887
	Iteration 34Q: 3 clusters Score -779286.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -779286.125000 Penalty: 4577.858887
	Iteration 35Q: 3 clusters Score -779286.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -779291.375000 Penalty: 4577.858887
	Iteration 36Q: 3 clusters Score -779291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -779292.000000 Penalty: 4577.858887
	Iteration 37Q: 3 clusters Score -779292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -779295.062500 Penalty: 4577.858887
	Iteration 38Q: 3 clusters Score -779295.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -779298.562500 Penalty: 4577.858887
	Iteration 39Q: 3 clusters Score -779298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -779300.062500 Penalty: 4577.858887
	Iteration 40F: 3 clusters Score -779300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -779302.687500 Penalty: 4577.858887
	Iteration 41Q: 3 clusters Score -779302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -779303.625000 Penalty: 4577.858887
	Iteration 42Q: 3 clusters Score -779303.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -779306.750000 Penalty: 4577.858887
	Iteration 43Q: 3 clusters Score -779306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -779306.812500 Penalty: 4577.858887
	Iteration 44Q: 3 clusters Score -779306.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -779308.875000 Penalty: 4577.858887
	Iteration 45Q: 3 clusters Score -779308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -779307.562500 Penalty: 4577.858887
	Iteration 46Q: 3 clusters Score -779307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -779307.937500 Penalty: 4577.858887
	Iteration 47Q: 3 clusters Score -779307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -779307.125000 Penalty: 4577.858887
	Iteration 48Q: 3 clusters Score -779307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -779309.437500 Penalty: 4577.858887
	Iteration 49Q: 3 clusters Score -779309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -779310.250000 Penalty: 4577.858887
	Iteration 50Q: 3 clusters Score -779310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -779308.687500 Penalty: 4577.858887
	Iteration 51Q: 3 clusters Score -779308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -779307.437500 Penalty: 4577.858887
	Iteration 52Q: 3 clusters Score -779307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -779309.500000 Penalty: 4577.858887
	Iteration 53Q: 3 clusters Score -779309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -779310.125000 Penalty: 4577.858887
	Iteration 54Q: 3 clusters Score -779310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -779311.000000 Penalty: 4577.858887
	Iteration 55Q: 3 clusters Score -779311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -779311.937500 Penalty: 4577.858887
	Iteration 56Q: 3 clusters Score -779311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -779312.875000 Penalty: 4577.858887
	Iteration 57Q: 3 clusters Score -779312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -779313.000000 Penalty: 4577.858887
	Iteration 58Q: 3 clusters Score -779313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -779313.000000 Penalty: 4577.858887
	Iteration 59F: 3 clusters Score -779313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Entering Unmasked Estep 
Score: -2948334.500000 Penalty: 2599.009277
	Iteration 0F: 2 clusters Score -2948334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2924073.750000 Penalty: 5198.018555
	Iteration 0F: 3 clusters Score -2924074 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2932827.750000 Penalty: 5198.018555
	Iteration 1F: 3 clusters Score -2932828 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2933347.250000 Penalty: 5198.018555
	Iteration 2Q: 3 clusters Score -2933347 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2933911.000000 Penalty: 5198.018555
	Iteration 3Q: 3 clusters Score -2933911 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2934476.000000 Penalty: 5198.018555
	Iteration 4Q: 3 clusters Score -2934476 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2935041.000000 Penalty: 5198.018555
	Iteration 5Q: 3 clusters Score -2935041 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2935691.250000 Penalty: 5198.018555
	Iteration 6Q: 3 clusters Score -2935691 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2936375.500000 Penalty: 5198.018555
	Iteration 7Q: 3 clusters Score -2936376 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2937153.250000 Penalty: 5198.018555
	Iteration 8Q: 3 clusters Score -2937153 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2937981.000000 Penalty: 5198.018555
	Iteration 9Q: 3 clusters Score -2937981 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2938860.750000 Penalty: 5198.018555
	Iteration 10Q: 3 clusters Score -2938861 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2939805.250000 Penalty: 5198.018555
	Iteration 11Q: 3 clusters Score -2939805 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2940717.750000 Penalty: 5198.018555
	Iteration 12Q: 3 clusters Score -2940718 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2941455.750000 Penalty: 5198.018555
	Iteration 13Q: 3 clusters Score -2941456 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2942009.000000 Penalty: 5198.018555
	Iteration 14Q: 3 clusters Score -2942009 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2942362.750000 Penalty: 5198.018555
	Iteration 15Q: 3 clusters Score -2942363 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -2942567.000000 Penalty: 5198.018555
	Iteration 16Q: 3 clusters Score -2942567 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2942743.250000 Penalty: 5198.018555
	Iteration 17Q: 3 clusters Score -2942743 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2942900.750000 Penalty: 5198.018555
	Iteration 18Q: 3 clusters Score -2942901 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2943058.250000 Penalty: 5198.018555
	Iteration 19Q: 3 clusters Score -2943058 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -2943200.750000 Penalty: 5198.018555
	Iteration 20F: 3 clusters Score -2943201 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -2943332.750000 Penalty: 5198.018555
	Iteration 21Q: 3 clusters Score -2943333 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -2943496.000000 Penalty: 5198.018555
	Iteration 22Q: 3 clusters Score -2943496 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -2943687.750000 Penalty: 5198.018555
	Iteration 23Q: 3 clusters Score -2943688 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -2943878.750000 Penalty: 5198.018555
	Iteration 24Q: 3 clusters Score -2943879 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -2944103.250000 Penalty: 5198.018555
	Iteration 25Q: 3 clusters Score -2944103 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -2944280.000000 Penalty: 5198.018555
	Iteration 26Q: 3 clusters Score -2944280 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -2944468.750000 Penalty: 5198.018555
	Iteration 27Q: 3 clusters Score -2944469 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -2944660.250000 Penalty: 5198.018555
	Iteration 28Q: 3 clusters Score -2944660 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -2944864.250000 Penalty: 5198.018555
	Iteration 29Q: 3 clusters Score -2944864 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -2945022.250000 Penalty: 5198.018555
	Iteration 30Q: 3 clusters Score -2945022 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -2945174.000000 Penalty: 5198.018555
	Iteration 31Q: 3 clusters Score -2945174 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -2945317.750000 Penalty: 5198.018555
	Iteration 32Q: 3 clusters Score -2945318 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -2945440.750000 Penalty: 5198.018555
	Iteration 33Q: 3 clusters Score -2945441 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -2945558.750000 Penalty: 5198.018555
	Iteration 34Q: 3 clusters Score -2945559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -2945669.500000 Penalty: 5198.018555
	Iteration 35Q: 3 clusters Score -2945670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -2945751.750000 Penalty: 5198.018555
	Iteration 36Q: 3 clusters Score -2945752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -2945826.500000 Penalty: 5198.018555
	Iteration 37Q: 3 clusters Score -2945826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -2945898.750000 Penalty: 5198.018555
	Iteration 38Q: 3 clusters Score -2945899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -2945953.750000 Penalty: 5198.018555
	Iteration 39Q: 3 clusters Score -2945954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -2945992.500000 Penalty: 5198.018555
	Iteration 40F: 3 clusters Score -2945992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -2946018.750000 Penalty: 5198.018555
	Iteration 41Q: 3 clusters Score -2946019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -2946043.500000 Penalty: 5198.018555
	Iteration 42Q: 3 clusters Score -2946044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -2946052.500000 Penalty: 5198.018555
	Iteration 43Q: 3 clusters Score -2946052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -2946070.500000 Penalty: 5198.018555
	Iteration 44Q: 3 clusters Score -2946070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -2946077.750000 Penalty: 5198.018555
	Iteration 45Q: 3 clusters Score -2946078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -2946086.500000 Penalty: 5198.018555
	Iteration 46Q: 3 clusters Score -2946086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -2946095.250000 Penalty: 5198.018555
	Iteration 47Q: 3 clusters Score -2946095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -2946098.500000 Penalty: 5198.018555
	Iteration 48Q: 3 clusters Score -2946098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -2946103.250000 Penalty: 5198.018555
	Iteration 49Q: 3 clusters Score -2946103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -2946112.000000 Penalty: 5198.018555
	Iteration 50Q: 3 clusters Score -2946112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -2946118.750000 Penalty: 5198.018555
	Iteration 51Q: 3 clusters Score -2946119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -2946121.750000 Penalty: 5198.018555
	Iteration 52Q: 3 clusters Score -2946122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -2946125.000000 Penalty: 5198.018555
	Iteration 53Q: 3 clusters Score -2946125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -2946125.750000 Penalty: 5198.018555
	Iteration 54Q: 3 clusters Score -2946126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -2946125.750000 Penalty: 5198.018555
	Iteration 55F: 3 clusters Score -2946126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Entering Unmasked Estep 
Score: -1294853.375000 Penalty: 2407.694580
	Iteration 0F: 2 clusters Score -1294853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1283108.750000 Penalty: 4815.389160
	Iteration 0F: 3 clusters Score -1283109 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1287090.750000 Penalty: 4815.389160
	Iteration 1F: 3 clusters Score -1287091 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1287624.500000 Penalty: 4815.389160
	Iteration 2F: 3 clusters Score -1287624 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1288214.000000 Penalty: 4815.389160
	Iteration 3F: 3 clusters Score -1288214 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1288872.875000 Penalty: 4815.389160
	Iteration 4F: 3 clusters Score -1288873 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1289705.375000 Penalty: 4815.389160
	Iteration 5F: 3 clusters Score -1289705 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1290643.625000 Penalty: 4815.389160
	Iteration 6F: 3 clusters Score -1290644 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1291453.000000 Penalty: 4815.389160
	Iteration 7F: 3 clusters Score -1291453 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1292011.500000 Penalty: 4815.389160
	Iteration 8Q: 3 clusters Score -1292012 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1292395.875000 Penalty: 4815.389160
	Iteration 9Q: 3 clusters Score -1292396 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1292635.125000 Penalty: 4815.389160
	Iteration 10Q: 3 clusters Score -1292635 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1292787.500000 Penalty: 4815.389160
	Iteration 11Q: 3 clusters Score -1292788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1292887.625000 Penalty: 4815.389160
	Iteration 12Q: 3 clusters Score -1292888 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1292978.000000 Penalty: 4815.389160
	Iteration 13Q: 3 clusters Score -1292978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1293041.750000 Penalty: 4815.389160
	Iteration 14Q: 3 clusters Score -1293042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1293094.750000 Penalty: 4815.389160
	Iteration 15Q: 3 clusters Score -1293095 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1293151.375000 Penalty: 4815.389160
	Iteration 16Q: 3 clusters Score -1293151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1293195.375000 Penalty: 4815.389160
	Iteration 17Q: 3 clusters Score -1293195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1293231.125000 Penalty: 4815.389160
	Iteration 18Q: 3 clusters Score -1293231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1293254.625000 Penalty: 4815.389160
	Iteration 19Q: 3 clusters Score -1293255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1293278.375000 Penalty: 4815.389160
	Iteration 20F: 3 clusters Score -1293278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1293289.750000 Penalty: 4815.389160
	Iteration 21Q: 3 clusters Score -1293290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1293309.875000 Penalty: 4815.389160
	Iteration 22Q: 3 clusters Score -1293310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1293321.125000 Penalty: 4815.389160
	Iteration 23Q: 3 clusters Score -1293321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1293333.000000 Penalty: 4815.389160
	Iteration 24Q: 3 clusters Score -1293333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1293344.500000 Penalty: 4815.389160
	Iteration 25Q: 3 clusters Score -1293344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1293353.750000 Penalty: 4815.389160
	Iteration 26Q: 3 clusters Score -1293354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1293368.500000 Penalty: 4815.389160
	Iteration 27Q: 3 clusters Score -1293368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1293376.500000 Penalty: 4815.389160
	Iteration 28Q: 3 clusters Score -1293376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1293394.375000 Penalty: 4815.389160
	Iteration 29Q: 3 clusters Score -1293394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1293414.125000 Penalty: 4815.389160
	Iteration 30Q: 3 clusters Score -1293414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1293422.500000 Penalty: 4815.389160
	Iteration 31Q: 3 clusters Score -1293422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1293431.000000 Penalty: 4815.389160
	Iteration 32Q: 3 clusters Score -1293431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1293445.125000 Penalty: 4815.389160
	Iteration 33Q: 3 clusters Score -1293445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1293448.250000 Penalty: 4815.389160
	Iteration 34Q: 3 clusters Score -1293448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1293452.500000 Penalty: 4815.389160
	Iteration 35Q: 3 clusters Score -1293452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1293459.000000 Penalty: 4815.389160
	Iteration 36Q: 3 clusters Score -1293459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1293475.375000 Penalty: 4815.389160
	Iteration 37Q: 3 clusters Score -1293475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1293487.875000 Penalty: 4815.389160
	Iteration 38Q: 3 clusters Score -1293488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1293493.875000 Penalty: 4815.389160
	Iteration 39Q: 3 clusters Score -1293494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1293503.000000 Penalty: 4815.389160
	Iteration 40F: 3 clusters Score -1293503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1293511.750000 Penalty: 4815.389160
	Iteration 41Q: 3 clusters Score -1293512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1293516.000000 Penalty: 4815.389160
	Iteration 42Q: 3 clusters Score -1293516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1293517.750000 Penalty: 4815.389160
	Iteration 43Q: 3 clusters Score -1293518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1293522.750000 Penalty: 4815.389160
	Iteration 44Q: 3 clusters Score -1293523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1293524.625000 Penalty: 4815.389160
	Iteration 45Q: 3 clusters Score -1293525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1293526.125000 Penalty: 4815.389160
	Iteration 46Q: 3 clusters Score -1293526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1293525.750000 Penalty: 4815.389160
	Iteration 47Q: 3 clusters Score -1293526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1293532.750000 Penalty: 4815.389160
	Iteration 48Q: 3 clusters Score -1293533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1293533.875000 Penalty: 4815.389160
	Iteration 49Q: 3 clusters Score -1293534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1293536.750000 Penalty: 4815.389160
	Iteration 50Q: 3 clusters Score -1293537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1293543.000000 Penalty: 4815.389160
	Iteration 51Q: 3 clusters Score -1293543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1293550.375000 Penalty: 4815.389160
	Iteration 52Q: 3 clusters Score -1293550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1293557.625000 Penalty: 4815.389160
	Iteration 53Q: 3 clusters Score -1293558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1293559.875000 Penalty: 4815.389160
	Iteration 54Q: 3 clusters Score -1293560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1293561.250000 Penalty: 4815.389160
	Iteration 55Q: 3 clusters Score -1293561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1293565.875000 Penalty: 4815.389160
	Iteration 56Q: 3 clusters Score -1293566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1293569.000000 Penalty: 4815.389160
	Iteration 57Q: 3 clusters Score -1293569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1293569.625000 Penalty: 4815.389160
	Iteration 58Q: 3 clusters Score -1293570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1293570.125000 Penalty: 4815.389160
	Iteration 59Q: 3 clusters Score -1293570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1293574.500000 Penalty: 4815.389160
	Iteration 60F: 3 clusters Score -1293574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1293576.875000 Penalty: 4815.389160
	Iteration 61Q: 3 clusters Score -1293577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1293578.750000 Penalty: 4815.389160
	Iteration 62Q: 3 clusters Score -1293579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1293580.500000 Penalty: 4815.389160
	Iteration 63Q: 3 clusters Score -1293580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1293581.125000 Penalty: 4815.389160
	Iteration 64Q: 3 clusters Score -1293581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1293586.250000 Penalty: 4815.389160
	Iteration 65Q: 3 clusters Score -1293586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1293586.250000 Penalty: 4815.389160
	Iteration 66Q: 3 clusters Score -1293586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1293585.500000 Penalty: 4815.389160
	Iteration 67Q: 3 clusters Score -1293586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1293587.625000 Penalty: 4815.389160
	Iteration 68Q: 3 clusters Score -1293588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1293585.625000 Penalty: 4815.389160
	Iteration 69Q: 3 clusters Score -1293586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1293585.625000 Penalty: 4815.389160
	Iteration 70F: 3 clusters Score -1293586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Entering Unmasked Estep 
Score: -1408291.500000 Penalty: 2429.935547
	Iteration 0F: 2 clusters Score -1408292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1395528.500000 Penalty: 4859.871094
	Iteration 0F: 3 clusters Score -1395528 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1399724.250000 Penalty: 4859.871094
	Iteration 1F: 3 clusters Score -1399724 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1400201.500000 Penalty: 4859.871094
	Iteration 2F: 3 clusters Score -1400202 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1400563.125000 Penalty: 4859.871094
	Iteration 3Q: 3 clusters Score -1400563 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1400884.625000 Penalty: 4859.871094
	Iteration 4Q: 3 clusters Score -1400885 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1401182.500000 Penalty: 4859.871094
	Iteration 5Q: 3 clusters Score -1401182 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1401480.875000 Penalty: 4859.871094
	Iteration 6Q: 3 clusters Score -1401481 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1401804.625000 Penalty: 4859.871094
	Iteration 7Q: 3 clusters Score -1401805 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1402176.250000 Penalty: 4859.871094
	Iteration 8Q: 3 clusters Score -1402176 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1402625.000000 Penalty: 4859.871094
	Iteration 9Q: 3 clusters Score -1402625 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1403104.000000 Penalty: 4859.871094
	Iteration 10Q: 3 clusters Score -1403104 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1403608.875000 Penalty: 4859.871094
	Iteration 11Q: 3 clusters Score -1403609 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1404053.375000 Penalty: 4859.871094
	Iteration 12Q: 3 clusters Score -1404053 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1404352.375000 Penalty: 4859.871094
	Iteration 13Q: 3 clusters Score -1404352 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1404503.500000 Penalty: 4859.871094
	Iteration 14Q: 3 clusters Score -1404504 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1404578.500000 Penalty: 4859.871094
	Iteration 15Q: 3 clusters Score -1404578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1404631.375000 Penalty: 4859.871094
	Iteration 16Q: 3 clusters Score -1404631 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1404691.500000 Penalty: 4859.871094
	Iteration 17Q: 3 clusters Score -1404692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1404729.250000 Penalty: 4859.871094
	Iteration 18Q: 3 clusters Score -1404729 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1404757.375000 Penalty: 4859.871094
	Iteration 19Q: 3 clusters Score -1404757 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1404791.875000 Penalty: 4859.871094
	Iteration 20F: 3 clusters Score -1404792 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1404810.625000 Penalty: 4859.871094
	Iteration 21Q: 3 clusters Score -1404811 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1404832.000000 Penalty: 4859.871094
	Iteration 22Q: 3 clusters Score -1404832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1404862.875000 Penalty: 4859.871094
	Iteration 23Q: 3 clusters Score -1404863 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1404875.250000 Penalty: 4859.871094
	Iteration 24Q: 3 clusters Score -1404875 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1404901.875000 Penalty: 4859.871094
	Iteration 25Q: 3 clusters Score -1404902 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1404922.500000 Penalty: 4859.871094
	Iteration 26Q: 3 clusters Score -1404922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1404946.500000 Penalty: 4859.871094
	Iteration 27Q: 3 clusters Score -1404946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1404970.625000 Penalty: 4859.871094
	Iteration 28Q: 3 clusters Score -1404971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1405004.625000 Penalty: 4859.871094
	Iteration 29Q: 3 clusters Score -1405005 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1405026.625000 Penalty: 4859.871094
	Iteration 30Q: 3 clusters Score -1405027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1405054.875000 Penalty: 4859.871094
	Iteration 31Q: 3 clusters Score -1405055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1405078.000000 Penalty: 4859.871094
	Iteration 32Q: 3 clusters Score -1405078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1405100.875000 Penalty: 4859.871094
	Iteration 33Q: 3 clusters Score -1405101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1405123.625000 Penalty: 4859.871094
	Iteration 34Q: 3 clusters Score -1405124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1405131.125000 Penalty: 4859.871094
	Iteration 35Q: 3 clusters Score -1405131 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1405151.875000 Penalty: 4859.871094
	Iteration 36Q: 3 clusters Score -1405152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1405166.375000 Penalty: 4859.871094
	Iteration 37Q: 3 clusters Score -1405166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1405179.500000 Penalty: 4859.871094
	Iteration 38Q: 3 clusters Score -1405180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1405193.250000 Penalty: 4859.871094
	Iteration 39Q: 3 clusters Score -1405193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1405200.250000 Penalty: 4859.871094
	Iteration 40F: 3 clusters Score -1405200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1405215.375000 Penalty: 4859.871094
	Iteration 41Q: 3 clusters Score -1405215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1405231.625000 Penalty: 4859.871094
	Iteration 42Q: 3 clusters Score -1405232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1405242.000000 Penalty: 4859.871094
	Iteration 43Q: 3 clusters Score -1405242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1405254.375000 Penalty: 4859.871094
	Iteration 44Q: 3 clusters Score -1405254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1405268.375000 Penalty: 4859.871094
	Iteration 45Q: 3 clusters Score -1405268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1405287.750000 Penalty: 4859.871094
	Iteration 46Q: 3 clusters Score -1405288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1405302.250000 Penalty: 4859.871094
	Iteration 47Q: 3 clusters Score -1405302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1405312.375000 Penalty: 4859.871094
	Iteration 48Q: 3 clusters Score -1405312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1405331.000000 Penalty: 4859.871094
	Iteration 49Q: 3 clusters Score -1405331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1405348.250000 Penalty: 4859.871094
	Iteration 50Q: 3 clusters Score -1405348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1405359.000000 Penalty: 4859.871094
	Iteration 51Q: 3 clusters Score -1405359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1405367.125000 Penalty: 4859.871094
	Iteration 52Q: 3 clusters Score -1405367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1405380.750000 Penalty: 4859.871094
	Iteration 53Q: 3 clusters Score -1405381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1405384.500000 Penalty: 4859.871094
	Iteration 54Q: 3 clusters Score -1405384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1405400.500000 Penalty: 4859.871094
	Iteration 55Q: 3 clusters Score -1405400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1405409.000000 Penalty: 4859.871094
	Iteration 56Q: 3 clusters Score -1405409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1405420.250000 Penalty: 4859.871094
	Iteration 57Q: 3 clusters Score -1405420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1405430.500000 Penalty: 4859.871094
	Iteration 58Q: 3 clusters Score -1405430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1405443.625000 Penalty: 4859.871094
	Iteration 59Q: 3 clusters Score -1405444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1405450.875000 Penalty: 4859.871094
	Iteration 60F: 3 clusters Score -1405451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1405454.000000 Penalty: 4859.871094
	Iteration 61Q: 3 clusters Score -1405454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1405459.000000 Penalty: 4859.871094
	Iteration 62Q: 3 clusters Score -1405459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1405474.250000 Penalty: 4859.871094
	Iteration 63Q: 3 clusters Score -1405474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1405478.750000 Penalty: 4859.871094
	Iteration 64Q: 3 clusters Score -1405479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1405489.000000 Penalty: 4859.871094
	Iteration 65Q: 3 clusters Score -1405489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1405497.875000 Penalty: 4859.871094
	Iteration 66Q: 3 clusters Score -1405498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1405512.000000 Penalty: 4859.871094
	Iteration 67Q: 3 clusters Score -1405512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1405518.125000 Penalty: 4859.871094
	Iteration 68Q: 3 clusters Score -1405518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1405527.500000 Penalty: 4859.871094
	Iteration 69Q: 3 clusters Score -1405528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1405536.250000 Penalty: 4859.871094
	Iteration 70Q: 3 clusters Score -1405536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1405546.375000 Penalty: 4859.871094
	Iteration 71Q: 3 clusters Score -1405546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1405553.750000 Penalty: 4859.871094
	Iteration 72Q: 3 clusters Score -1405554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1405569.000000 Penalty: 4859.871094
	Iteration 73Q: 3 clusters Score -1405569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1405577.875000 Penalty: 4859.871094
	Iteration 74Q: 3 clusters Score -1405578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1405593.500000 Penalty: 4859.871094
	Iteration 75Q: 3 clusters Score -1405594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1405601.625000 Penalty: 4859.871094
	Iteration 76Q: 3 clusters Score -1405602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1405610.750000 Penalty: 4859.871094
	Iteration 77Q: 3 clusters Score -1405611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1405621.375000 Penalty: 4859.871094
	Iteration 78Q: 3 clusters Score -1405621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1405631.750000 Penalty: 4859.871094
	Iteration 79Q: 3 clusters Score -1405632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1405648.125000 Penalty: 4859.871094
	Iteration 80F: 3 clusters Score -1405648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1405667.500000 Penalty: 4859.871094
	Iteration 81Q: 3 clusters Score -1405668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1405680.500000 Penalty: 4859.871094
	Iteration 82Q: 3 clusters Score -1405680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1405694.875000 Penalty: 4859.871094
	Iteration 83Q: 3 clusters Score -1405695 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1405710.750000 Penalty: 4859.871094
	Iteration 84Q: 3 clusters Score -1405711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1405733.000000 Penalty: 4859.871094
	Iteration 85Q: 3 clusters Score -1405733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1405749.625000 Penalty: 4859.871094
	Iteration 86Q: 3 clusters Score -1405750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1405764.125000 Penalty: 4859.871094
	Iteration 87Q: 3 clusters Score -1405764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1405782.625000 Penalty: 4859.871094
	Iteration 88Q: 3 clusters Score -1405783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1405802.125000 Penalty: 4859.871094
	Iteration 89Q: 3 clusters Score -1405802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1405825.500000 Penalty: 4859.871094
	Iteration 90Q: 3 clusters Score -1405826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1405846.875000 Penalty: 4859.871094
	Iteration 91Q: 3 clusters Score -1405847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1405867.375000 Penalty: 4859.871094
	Iteration 92Q: 3 clusters Score -1405867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1405897.375000 Penalty: 4859.871094
	Iteration 93Q: 3 clusters Score -1405897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1405918.875000 Penalty: 4859.871094
	Iteration 94Q: 3 clusters Score -1405919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1405950.750000 Penalty: 4859.871094
	Iteration 95Q: 3 clusters Score -1405951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1405974.750000 Penalty: 4859.871094
	Iteration 96Q: 3 clusters Score -1405975 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1406006.625000 Penalty: 4859.871094
	Iteration 97Q: 3 clusters Score -1406007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1406023.250000 Penalty: 4859.871094
	Iteration 98Q: 3 clusters Score -1406023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1406040.500000 Penalty: 4859.871094
	Iteration 99Q: 3 clusters Score -1406040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1406057.125000 Penalty: 4859.871094
	Iteration 100F: 3 clusters Score -1406057 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1406087.375000 Penalty: 4859.871094
	Iteration 101Q: 3 clusters Score -1406087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1406108.375000 Penalty: 4859.871094
	Iteration 102Q: 3 clusters Score -1406108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1406126.750000 Penalty: 4859.871094
	Iteration 103Q: 3 clusters Score -1406127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1406137.000000 Penalty: 4859.871094
	Iteration 104Q: 3 clusters Score -1406137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1406144.625000 Penalty: 4859.871094
	Iteration 105Q: 3 clusters Score -1406145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1406154.375000 Penalty: 4859.871094
	Iteration 106Q: 3 clusters Score -1406154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1406163.500000 Penalty: 4859.871094
	Iteration 107Q: 3 clusters Score -1406164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1406162.875000 Penalty: 4859.871094
	Iteration 108Q: 3 clusters Score -1406163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1406171.250000 Penalty: 4859.871094
	Iteration 109Q: 3 clusters Score -1406171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1406175.625000 Penalty: 4859.871094
	Iteration 110Q: 3 clusters Score -1406176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1406181.625000 Penalty: 4859.871094
	Iteration 111Q: 3 clusters Score -1406182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1406185.125000 Penalty: 4859.871094
	Iteration 112Q: 3 clusters Score -1406185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1406187.125000 Penalty: 4859.871094
	Iteration 113Q: 3 clusters Score -1406187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1406189.625000 Penalty: 4859.871094
	Iteration 114Q: 3 clusters Score -1406190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1406194.250000 Penalty: 4859.871094
	Iteration 115Q: 3 clusters Score -1406194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1406195.250000 Penalty: 4859.871094
	Iteration 116Q: 3 clusters Score -1406195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1406194.500000 Penalty: 4859.871094
	Iteration 117Q: 3 clusters Score -1406194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1406202.375000 Penalty: 4859.871094
	Iteration 118Q: 3 clusters Score -1406202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1406202.375000 Penalty: 4859.871094
	Iteration 119Q: 3 clusters Score -1406202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1406203.750000 Penalty: 4859.871094
	Iteration 120F: 3 clusters Score -1406204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1406200.875000 Penalty: 4859.871094
	Iteration 121Q: 3 clusters Score -1406201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1406206.875000 Penalty: 4859.871094
	Iteration 122Q: 3 clusters Score -1406207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1406205.500000 Penalty: 4859.871094
	Iteration 123Q: 3 clusters Score -1406206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1406207.125000 Penalty: 4859.871094
	Iteration 124Q: 3 clusters Score -1406207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1406208.375000 Penalty: 4859.871094
	Iteration 125Q: 3 clusters Score -1406208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1406212.625000 Penalty: 4859.871094
	Iteration 126Q: 3 clusters Score -1406213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1406212.625000 Penalty: 4859.871094
	Iteration 127Q: 3 clusters Score -1406213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1406213.875000 Penalty: 4859.871094
	Iteration 128Q: 3 clusters Score -1406214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1406214.250000 Penalty: 4859.871094
	Iteration 129Q: 3 clusters Score -1406214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1406214.500000 Penalty: 4859.871094
	Iteration 130Q: 3 clusters Score -1406214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1406217.125000 Penalty: 4859.871094
	Iteration 131Q: 3 clusters Score -1406217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1406218.250000 Penalty: 4859.871094
	Iteration 132Q: 3 clusters Score -1406218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1406220.625000 Penalty: 4859.871094
	Iteration 133Q: 3 clusters Score -1406221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1406220.375000 Penalty: 4859.871094
	Iteration 134Q: 3 clusters Score -1406220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1406229.250000 Penalty: 4859.871094
	Iteration 135Q: 3 clusters Score -1406229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1406231.750000 Penalty: 4859.871094
	Iteration 136Q: 3 clusters Score -1406232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1406230.750000 Penalty: 4859.871094
	Iteration 137Q: 3 clusters Score -1406231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1406235.000000 Penalty: 4859.871094
	Iteration 138Q: 3 clusters Score -1406235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1406240.625000 Penalty: 4859.871094
	Iteration 139Q: 3 clusters Score -1406241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1406240.125000 Penalty: 4859.871094
	Iteration 140F: 3 clusters Score -1406240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1406240.875000 Penalty: 4859.871094
	Iteration 141Q: 3 clusters Score -1406241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1406249.375000 Penalty: 4859.871094
	Iteration 142Q: 3 clusters Score -1406249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1406255.125000 Penalty: 4859.871094
	Iteration 143Q: 3 clusters Score -1406255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1406259.125000 Penalty: 4859.871094
	Iteration 144Q: 3 clusters Score -1406259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1406264.500000 Penalty: 4859.871094
	Iteration 145Q: 3 clusters Score -1406264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1406270.625000 Penalty: 4859.871094
	Iteration 146Q: 3 clusters Score -1406271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1406276.375000 Penalty: 4859.871094
	Iteration 147Q: 3 clusters Score -1406276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1406283.875000 Penalty: 4859.871094
	Iteration 148Q: 3 clusters Score -1406284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1406286.000000 Penalty: 4859.871094
	Iteration 149Q: 3 clusters Score -1406286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1406288.375000 Penalty: 4859.871094
	Iteration 150Q: 3 clusters Score -1406288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1406290.125000 Penalty: 4859.871094
	Iteration 151Q: 3 clusters Score -1406290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1406296.875000 Penalty: 4859.871094
	Iteration 152Q: 3 clusters Score -1406297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1406302.750000 Penalty: 4859.871094
	Iteration 153Q: 3 clusters Score -1406303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1406303.500000 Penalty: 4859.871094
	Iteration 154Q: 3 clusters Score -1406304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1406305.750000 Penalty: 4859.871094
	Iteration 155Q: 3 clusters Score -1406306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1406308.625000 Penalty: 4859.871094
	Iteration 156Q: 3 clusters Score -1406309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1406312.375000 Penalty: 4859.871094
	Iteration 157Q: 3 clusters Score -1406312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1406314.750000 Penalty: 4859.871094
	Iteration 158Q: 3 clusters Score -1406315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1406314.375000 Penalty: 4859.871094
	Iteration 159Q: 3 clusters Score -1406314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1406313.750000 Penalty: 4859.871094
	Iteration 160F: 3 clusters Score -1406314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1406316.125000 Penalty: 4859.871094
	Iteration 161Q: 3 clusters Score -1406316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1406319.375000 Penalty: 4859.871094
	Iteration 162Q: 3 clusters Score -1406319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1406320.250000 Penalty: 4859.871094
	Iteration 163Q: 3 clusters Score -1406320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1406321.250000 Penalty: 4859.871094
	Iteration 164Q: 3 clusters Score -1406321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1406323.250000 Penalty: 4859.871094
	Iteration 165Q: 3 clusters Score -1406323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1406319.500000 Penalty: 4859.871094
	Iteration 166Q: 3 clusters Score -1406320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1406319.500000 Penalty: 4859.871094
	Iteration 167F: 3 clusters Score -1406320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (852065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852065 members 
Entering Unmasked Estep 
Score: -68779160.000000 Penalty: 3386.543701
	Iteration 0F: 2 clusters Score -6.877916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425370 members 
Mstep: Class 2 contains 426695 members 
Entering Unmasked Estep 
Score: -68209512.000000 Penalty: 6773.087402
	Iteration 0F: 3 clusters Score -6.820951e+07 nChanged 417732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402948 members 
Mstep: Class 2 contains 449117 members 
Entering Unmasked Estep 
Score: -68463496.000000 Penalty: 6773.087402
	Iteration 1F: 3 clusters Score -6.84635e+07 nChanged 18811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388687 members 
Mstep: Class 2 contains 463378 members 
Entering Unmasked Estep 
Score: -68467584.000000 Penalty: 6773.087402
	Iteration 2Q: 3 clusters Score -6.846758e+07 nChanged 24807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366322 members 
Mstep: Class 2 contains 485743 members 
Entering Unmasked Estep 
Score: -68475352.000000 Penalty: 6773.087402
	Iteration 3Q: 3 clusters Score -6.847535e+07 nChanged 35879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331409 members 
Mstep: Class 2 contains 520656 members 
Entering Unmasked Estep 
Score: -68491816.000000 Penalty: 6773.087402
	Iteration 4Q: 3 clusters Score -6.849182e+07 nChanged 51393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280368 members 
Mstep: Class 2 contains 571697 members 
Entering Unmasked Estep 
Score: -68522384.000000 Penalty: 6773.087402
	Iteration 5F: 3 clusters Score -6.852238e+07 nChanged 68930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211474 members 
Mstep: Class 2 contains 640591 members 
Entering Unmasked Estep 
Score: -68574344.000000 Penalty: 6773.087402
	Iteration 6F: 3 clusters Score -6.857434e+07 nChanged 77972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133504 members 
Mstep: Class 2 contains 718561 members 
Entering Unmasked Estep 
Score: -68644216.000000 Penalty: 6773.087402
	Iteration 7F: 3 clusters Score -6.864422e+07 nChanged 67047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66459 members 
Mstep: Class 2 contains 785606 members 
Entering Unmasked Estep 
Score: -68709496.000000 Penalty: 6773.087402
	Iteration 8F: 3 clusters Score -6.87095e+07 nChanged 40450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 826056 members 
Entering Unmasked Estep 
Score: -68750136.000000 Penalty: 6773.087402
	Iteration 9Q: 3 clusters Score -6.875014e+07 nChanged 17276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 843332 members 
Entering Unmasked Estep 
Score: -68767280.000000 Penalty: 6773.087402
	Iteration 10Q: 3 clusters Score -6.876728e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 849211 members 
Entering Unmasked Estep 
Score: -68773224.000000 Penalty: 6773.087402
	Iteration 11Q: 3 clusters Score -6.877322e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 850984 members 
Entering Unmasked Estep 
Score: -68775048.000000 Penalty: 6773.087402
	Iteration 12Q: 3 clusters Score -6.877505e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 851497 members 
Entering Unmasked Estep 
Score: -68775576.000000 Penalty: 6773.087402
	Iteration 13Q: 3 clusters Score -6.877558e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 851660 members 
Entering Unmasked Estep 
Score: -68775768.000000 Penalty: 6773.087402
	Iteration 14Q: 3 clusters Score -6.877577e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 851726 members 
Entering Unmasked Estep 
Score: -68775928.000000 Penalty: 6773.087402
	Iteration 15Q: 3 clusters Score -6.877593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 851757 members 
Entering Unmasked Estep 
Score: -68775976.000000 Penalty: 6773.087402
	Iteration 16Q: 3 clusters Score -6.877598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 851774 members 
Entering Unmasked Estep 
Score: -68776024.000000 Penalty: 6773.087402
	Iteration 17Q: 3 clusters Score -6.877602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 851788 members 
Entering Unmasked Estep 
Score: -68776096.000000 Penalty: 6773.087402
	Iteration 18Q: 3 clusters Score -6.87761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 851796 members 
Entering Unmasked Estep 
Score: -68776112.000000 Penalty: 6773.087402
	Iteration 19Q: 3 clusters Score -6.877611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 851794 members 
Entering Unmasked Estep 
Score: -68776128.000000 Penalty: 6773.087402
	Iteration 20F: 3 clusters Score -6.877613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 851794 members 
Entering Unmasked Estep 
Score: -68776088.000000 Penalty: 6773.087402
	Iteration 21Q: 3 clusters Score -6.877609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 851794 members 
Entering Unmasked Estep 
Score: -68776128.000000 Penalty: 6773.087402
	Iteration 22Q: 3 clusters Score -6.877613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 851794 members 
Entering Unmasked Estep 
Score: -68776128.000000 Penalty: 6773.087402
	Iteration 23F: 3 clusters Score -6.877613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Entering Unmasked Estep 
Score: -4248080.500000 Penalty: 2691.025146
	Iteration 0F: 2 clusters Score -4248080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4213290.500000 Penalty: 5382.050293
	Iteration 0F: 3 clusters Score -4213290 nChanged 24011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4226682.500000 Penalty: 5382.050293
	Iteration 1F: 3 clusters Score -4226682 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4227370.500000 Penalty: 5382.050293
	Iteration 2Q: 3 clusters Score -4227370 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -4228146.500000 Penalty: 5382.050293
	Iteration 3Q: 3 clusters Score -4228146 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4229057.500000 Penalty: 5382.050293
	Iteration 4Q: 3 clusters Score -4229058 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4229971.500000 Penalty: 5382.050293
	Iteration 5Q: 3 clusters Score -4229972 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4230940.000000 Penalty: 5382.050293
	Iteration 6Q: 3 clusters Score -4230940 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4231984.500000 Penalty: 5382.050293
	Iteration 7Q: 3 clusters Score -4231984 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4233208.000000 Penalty: 5382.050293
	Iteration 8Q: 3 clusters Score -4233208 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4234587.000000 Penalty: 5382.050293
	Iteration 9Q: 3 clusters Score -4234587 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4236185.500000 Penalty: 5382.050293
	Iteration 10F: 3 clusters Score -4236186 nChanged 2536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4237733 nChanged 2292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4239043.500000 Penalty: 5382.050293
	Iteration 12Q: 3 clusters Score -4239044 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4239988.500000 Penalty: 5382.050293
	Iteration 13Q: 3 clusters Score -4239988 nChanged 1450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4240526 nChanged 1049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4240879.000000 Penalty: 5382.050293
	Iteration 15Q: 3 clusters Score -4240879 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4241071.500000 Penalty: 5382.050293
	Iteration 16Q: 3 clusters Score -4241072 nChanged 641
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Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4241206.500000 Penalty: 5382.050293
	Iteration 17Q: 3 clusters Score -4241206 nChanged 574
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Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4241363 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4241503.500000 Penalty: 5382.050293
	Iteration 19Q: 3 clusters Score -4241504 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4241613.000000 Penalty: 5382.050293
	Iteration 20F: 3 clusters Score -4241613 nChanged 528
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Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4241759 nChanged 540
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Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -4241910.000000 Penalty: 5382.050293
	Iteration 22Q: 3 clusters Score -4241910 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4242065.500000 Penalty: 5382.050293
	Iteration 23Q: 3 clusters Score -4242066 nChanged 620
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4242302.500000 Penalty: 5382.050293
	Iteration 24Q: 3 clusters Score -4242302 nChanged 621
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Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4242477 nChanged 558
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Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4242595.500000 Penalty: 5382.050293
	Iteration 26Q: 3 clusters Score -4242596 nChanged 533
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Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4242731 nChanged 535
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Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4242893.500000 Penalty: 5382.050293
	Iteration 28Q: 3 clusters Score -4242894 nChanged 562
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Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4243086 nChanged 544
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Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4243246 nChanged 545
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Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -4243449.500000 Penalty: 5382.050293
	Iteration 31Q: 3 clusters Score -4243450 nChanged 540
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Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4243626.500000 Penalty: 5382.050293
	Iteration 32Q: 3 clusters Score -4243626 nChanged 580
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Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4243824.500000 Penalty: 5382.050293
	Iteration 33Q: 3 clusters Score -4243824 nChanged 545
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Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4244026.500000 Penalty: 5382.050293
	Iteration 34Q: 3 clusters Score -4244026 nChanged 523
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Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -4244228.500000 Penalty: 5382.050293
	Iteration 35Q: 3 clusters Score -4244228 nChanged 532
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Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4244441.000000 Penalty: 5382.050293
	Iteration 36Q: 3 clusters Score -4244441 nChanged 512
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Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4244655.500000 Penalty: 5382.050293
	Iteration 37Q: 3 clusters Score -4244656 nChanged 496
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Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -4244876.000000 Penalty: 5382.050293
	Iteration 38Q: 3 clusters Score -4244876 nChanged 440
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Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4245075.000000 Penalty: 5382.050293
	Iteration 39Q: 3 clusters Score -4245075 nChanged 410
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Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4245249.000000 Penalty: 5382.050293
	Iteration 40F: 3 clusters Score -4245249 nChanged 336
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Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4245377 nChanged 303
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Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4245512.000000 Penalty: 5382.050293
	Iteration 42Q: 3 clusters Score -4245512 nChanged 285
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Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4245632 nChanged 236
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Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4245735.500000 Penalty: 5382.050293
	Iteration 44Q: 3 clusters Score -4245736 nChanged 229
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Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4245830.500000 Penalty: 5382.050293
	Iteration 45Q: 3 clusters Score -4245830 nChanged 182
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Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4245910 nChanged 167
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Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4245994.000000 Penalty: 5382.050293
	Iteration 47Q: 3 clusters Score -4245994 nChanged 145
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Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4246064.500000 Penalty: 5382.050293
	Iteration 48Q: 3 clusters Score -4246064 nChanged 112
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Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4246122.000000 Penalty: 5382.050293
	Iteration 49Q: 3 clusters Score -4246122 nChanged 110
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Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4246179.000000 Penalty: 5382.050293
	Iteration 50Q: 3 clusters Score -4246179 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4246215.000000 Penalty: 5382.050293
	Iteration 51Q: 3 clusters Score -4246215 nChanged 77
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Mstep: Class 1 contains 50542 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4246228.500000 Penalty: 5382.050293
	Iteration 52Q: 3 clusters Score -4246228 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4246254.500000 Penalty: 5382.050293
	Iteration 53Q: 3 clusters Score -4246254 nChanged 53
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Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4246279.500000 Penalty: 5382.050293
	Iteration 54Q: 3 clusters Score -4246280 nChanged 40
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Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4246308.000000 Penalty: 5382.050293
	Iteration 55Q: 3 clusters Score -4246308 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4246322.500000 Penalty: 5382.050293
	Iteration 56Q: 3 clusters Score -4246322 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4246337.000000 Penalty: 5382.050293
	Iteration 57Q: 3 clusters Score -4246337 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50780 members 
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Entering Unmasked Estep 
Score: -4246357.000000 Penalty: 5382.050293
	Iteration 58Q: 3 clusters Score -4246357 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4246353.000000 Penalty: 5382.050293
	Iteration 59Q: 3 clusters Score -4246353 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4246363.000000 Penalty: 5382.050293
	Iteration 60F: 3 clusters Score -4246363 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4246363 nChanged 10
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Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4246376.000000 Penalty: 5382.050293
	Iteration 62Q: 3 clusters Score -4246376 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4246375.500000 Penalty: 5382.050293
	Iteration 63Q: 3 clusters Score -4246376 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4246378.000000 Penalty: 5382.050293
	Iteration 64Q: 3 clusters Score -4246378 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4246380.000000 Penalty: 5382.050293
	Iteration 65Q: 3 clusters Score -4246380 nChanged 14
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Mstep: Class 1 contains 50873 members 
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Entering Unmasked Estep 
Score: -4246390.500000 Penalty: 5382.050293
	Iteration 66Q: 3 clusters Score -4246390 nChanged 13
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Mstep: Class 1 contains 50886 members 
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Entering Unmasked Estep 
Score: -4246398.000000 Penalty: 5382.050293
	Iteration 67Q: 3 clusters Score -4246398 nChanged 12
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Mstep: Class 1 contains 50898 members 
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Entering Unmasked Estep 
Score: -4246408.500000 Penalty: 5382.050293
	Iteration 68Q: 3 clusters Score -4246408 nChanged 7
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Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4246412.500000 Penalty: 5382.050293
	Iteration 69Q: 3 clusters Score -4246412 nChanged 11
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Mstep: Class 1 contains 50916 members 
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Entering Unmasked Estep 
Score: -4246419.500000 Penalty: 5382.050293
	Iteration 70Q: 3 clusters Score -4246420 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4246425.500000 Penalty: 5382.050293
	Iteration 71Q: 3 clusters Score -4246426 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4246429.000000 Penalty: 5382.050293
	Iteration 72Q: 3 clusters Score -4246429 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4246427.000000 Penalty: 5382.050293
	Iteration 73Q: 3 clusters Score -4246427 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4246424.500000 Penalty: 5382.050293
	Iteration 74Q: 3 clusters Score -4246424 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4246427 nChanged 4
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Mstep: Class 1 contains 50943 members 
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Entering Unmasked Estep 
Score: -4246433.000000 Penalty: 5382.050293
	Iteration 76Q: 3 clusters Score -4246433 nChanged 4
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4246431 nChanged 1
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4246436 nChanged 3
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	Iteration 79Q: 3 clusters Score -4246436 nChanged 3
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Mstep: Class 1 contains 50950 members 
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Entering Unmasked Estep 
Score: -4246436.500000 Penalty: 5382.050293
	Iteration 80F: 3 clusters Score -4246436 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50952 members 
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Entering Unmasked Estep 
Score: -4246440.000000 Penalty: 5382.050293
	Iteration 81Q: 3 clusters Score -4246440 nChanged 3
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Mstep: Class 1 contains 50955 members 
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Entering Unmasked Estep 
Score: -4246442.500000 Penalty: 5382.050293
	Iteration 82Q: 3 clusters Score -4246442 nChanged 5
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Mstep: Class 1 contains 50960 members 
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Entering Unmasked Estep 
Score: -4246444.000000 Penalty: 5382.050293
	Iteration 83Q: 3 clusters Score -4246444 nChanged 3
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Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4246446 nChanged 3
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Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4246450.000000 Penalty: 5382.050293
	Iteration 85Q: 3 clusters Score -4246450 nChanged 2
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Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4246450 nChanged 5
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Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4246449 nChanged 9
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4246453 nChanged 8
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4246455 nChanged 8
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	Iteration 90Q: 3 clusters Score -4246461 nChanged 2
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4246462 nChanged 2
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	Iteration 92Q: 3 clusters Score -4246467 nChanged 1
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Score: -4246471.500000 Penalty: 5382.050293
	Iteration 93Q: 3 clusters Score -4246472 nChanged 1
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Entering Unmasked Estep 
Score: -4246468.500000 Penalty: 5382.050293
	Iteration 94Q: 3 clusters Score -4246468 nChanged 3
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4246473 nChanged 4
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Mstep: Class 1 contains 51009 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4246474 nChanged 4
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Entering Unmasked Estep 
Score: -4246470.500000 Penalty: 5382.050293
	Iteration 97Q: 3 clusters Score -4246470 nChanged 5
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Entering Unmasked Estep 
Score: -4246479.500000 Penalty: 5382.050293
	Iteration 98Q: 3 clusters Score -4246480 nChanged 4
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4246477 nChanged 5
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Entering Unmasked Estep 
Score: -4246481.000000 Penalty: 5382.050293
	Iteration 100F: 3 clusters Score -4246481 nChanged 1
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4246478 nChanged 1
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	Iteration 102Q: 3 clusters Score -4246478 nChanged 1
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Entering Unmasked Estep 
Score: -4246484.000000 Penalty: 5382.050293
	Iteration 103Q: 3 clusters Score -4246484 nChanged 3
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Entering Unmasked Estep 
Score: -4246485.000000 Penalty: 5382.050293
	Iteration 104Q: 3 clusters Score -4246485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4246482.500000 Penalty: 5382.050293
	Iteration 105Q: 3 clusters Score -4246482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4246481.000000 Penalty: 5382.050293
	Iteration 106Q: 3 clusters Score -4246481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4246481.000000 Penalty: 5382.050293
	Iteration 107F: 3 clusters Score -4246481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -350046.437500 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -350046.4 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 2314 members 
Entering Unmasked Estep 
Score: -345902.750000 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -345902.8 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -346883.093750 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -346883.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -347063.562500 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -347063.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -347179.843750 Penalty: 4169.838379
	Iteration 3Q: 3 clusters Score -347179.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -347265.468750 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -347265.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -347336.281250 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -347336.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -347386.156250 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -347386.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -347421.218750 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -347421.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -347450.406250 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -347450.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -347475.593750 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -347475.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -347493.125000 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -347493.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -347507.375000 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -347507.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -347522.312500 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -347522.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -347530.062500 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -347530.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -347540.187500 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -347540.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -347551.406250 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -347551.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -347557.656250 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -347557.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -347561.375000 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -347561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -347565.281250 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -347565.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -347570.937500 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -347570.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -347576.593750 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -347576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -347581.281250 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -347581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -347587.812500 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -347587.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -347594.687500 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -347594.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -347601.937500 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -347601.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -347608.375000 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -347608.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -347615.375000 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -347615.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -347621.093750 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -347621.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -347627.718750 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -347627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -347629.625000 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -347629.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -347633.000000 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -347633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -347636.156250 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -347636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -347638.875000 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -347638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -347641.468750 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -347641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -347643.218750 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -347643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -347645.687500 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -347645.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -347646.500000 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -347646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -347646.062500 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -347646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -347646.875000 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -347646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -347647.906250 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -347647.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -347649.062500 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -347649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -347648.937500 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -347648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -347650.593750 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -347650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -347652.062500 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -347652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -347653.343750 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -347653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -347655.031250 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -347655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -347655.187500 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -347655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -347656.812500 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -347656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -347658.156250 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -347658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -347659.593750 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -347659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -347661.843750 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -347661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -347661.656250 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -347661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -347662.250000 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -347662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -347665.593750 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -347665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -347667.781250 Penalty: 4169.838379
	Iteration 54Q: 3 clusters Score -347667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -347670.687500 Penalty: 4169.838379
	Iteration 55Q: 3 clusters Score -347670.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -347677.031250 Penalty: 4169.838379
	Iteration 56Q: 3 clusters Score -347677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -347680.875000 Penalty: 4169.838379
	Iteration 57Q: 3 clusters Score -347680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -347685.281250 Penalty: 4169.838379
	Iteration 58Q: 3 clusters Score -347685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -347689.406250 Penalty: 4169.838379
	Iteration 59Q: 3 clusters Score -347689.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -347691.437500 Penalty: 4169.838379
	Iteration 60F: 3 clusters Score -347691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -347692.437500 Penalty: 4169.838379
	Iteration 61Q: 3 clusters Score -347692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -347694.406250 Penalty: 4169.838379
	Iteration 62Q: 3 clusters Score -347694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -347696.312500 Penalty: 4169.838379
	Iteration 63Q: 3 clusters Score -347696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -347699.125000 Penalty: 4169.838379
	Iteration 64Q: 3 clusters Score -347699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -347701.281250 Penalty: 4169.838379
	Iteration 65Q: 3 clusters Score -347701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -347703.312500 Penalty: 4169.838379
	Iteration 66Q: 3 clusters Score -347703.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -347707.781250 Penalty: 4169.838379
	Iteration 67Q: 3 clusters Score -347707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -347711.906250 Penalty: 4169.838379
	Iteration 68Q: 3 clusters Score -347711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -347716.937500 Penalty: 4169.838379
	Iteration 69Q: 3 clusters Score -347716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -347720.093750 Penalty: 4169.838379
	Iteration 70Q: 3 clusters Score -347720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -347724.406250 Penalty: 4169.838379
	Iteration 71Q: 3 clusters Score -347724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -347728.062500 Penalty: 4169.838379
	Iteration 72Q: 3 clusters Score -347728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -347732.250000 Penalty: 4169.838379
	Iteration 73Q: 3 clusters Score -347732.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -347735.500000 Penalty: 4169.838379
	Iteration 74Q: 3 clusters Score -347735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -347739.062500 Penalty: 4169.838379
	Iteration 75Q: 3 clusters Score -347739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -347741.875000 Penalty: 4169.838379
	Iteration 76Q: 3 clusters Score -347741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -347744.250000 Penalty: 4169.838379
	Iteration 77Q: 3 clusters Score -347744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -347748.687500 Penalty: 4169.838379
	Iteration 78Q: 3 clusters Score -347748.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -347750.531250 Penalty: 4169.838379
	Iteration 79Q: 3 clusters Score -347750.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -347752.656250 Penalty: 4169.838379
	Iteration 80F: 3 clusters Score -347752.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -347754.031250 Penalty: 4169.838379
	Iteration 81Q: 3 clusters Score -347754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -347757.281250 Penalty: 4169.838379
	Iteration 82Q: 3 clusters Score -347757.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -347758.625000 Penalty: 4169.838379
	Iteration 83Q: 3 clusters Score -347758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -347759.375000 Penalty: 4169.838379
	Iteration 84Q: 3 clusters Score -347759.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -347761.593750 Penalty: 4169.838379
	Iteration 85Q: 3 clusters Score -347761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -347763.187500 Penalty: 4169.838379
	Iteration 86Q: 3 clusters Score -347763.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -347766.875000 Penalty: 4169.838379
	Iteration 87Q: 3 clusters Score -347766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -347769.406250 Penalty: 4169.838379
	Iteration 88Q: 3 clusters Score -347769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -347771.562500 Penalty: 4169.838379
	Iteration 89Q: 3 clusters Score -347771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -347771.812500 Penalty: 4169.838379
	Iteration 90Q: 3 clusters Score -347771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -347773.875000 Penalty: 4169.838379
	Iteration 91Q: 3 clusters Score -347773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -347775.843750 Penalty: 4169.838379
	Iteration 92Q: 3 clusters Score -347775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -347778.625000 Penalty: 4169.838379
	Iteration 93Q: 3 clusters Score -347778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -347782.031250 Penalty: 4169.838379
	Iteration 94Q: 3 clusters Score -347782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -347786.500000 Penalty: 4169.838379
	Iteration 95Q: 3 clusters Score -347786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -347788.468750 Penalty: 4169.838379
	Iteration 96Q: 3 clusters Score -347788.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -347791.093750 Penalty: 4169.838379
	Iteration 97Q: 3 clusters Score -347791.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -347797.500000 Penalty: 4169.838379
	Iteration 98Q: 3 clusters Score -347797.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -347806.875000 Penalty: 4169.838379
	Iteration 99Q: 3 clusters Score -347806.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -347818.937500 Penalty: 4169.838379
	Iteration 100F: 3 clusters Score -347818.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -347833.906250 Penalty: 4169.838379
	Iteration 101Q: 3 clusters Score -347833.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -347851.843750 Penalty: 4169.838379
	Iteration 102Q: 3 clusters Score -347851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -347865.406250 Penalty: 4169.838379
	Iteration 103Q: 3 clusters Score -347865.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -347881.031250 Penalty: 4169.838379
	Iteration 104Q: 3 clusters Score -347881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -347902.031250 Penalty: 4169.838379
	Iteration 105Q: 3 clusters Score -347902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -347933.625000 Penalty: 4169.838379
	Iteration 106Q: 3 clusters Score -347933.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -347963.875000 Penalty: 4169.838379
	Iteration 107Q: 3 clusters Score -347963.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -347990.093750 Penalty: 4169.838379
	Iteration 108Q: 3 clusters Score -347990.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -348017.312500 Penalty: 4169.838379
	Iteration 109Q: 3 clusters Score -348017.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -348041.875000 Penalty: 4169.838379
	Iteration 110Q: 3 clusters Score -348041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -348054.093750 Penalty: 4169.838379
	Iteration 111Q: 3 clusters Score -348054.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -348063.500000 Penalty: 4169.838379
	Iteration 112Q: 3 clusters Score -348063.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -348073.625000 Penalty: 4169.838379
	Iteration 113Q: 3 clusters Score -348073.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -348087.093750 Penalty: 4169.838379
	Iteration 114Q: 3 clusters Score -348087.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -348099.281250 Penalty: 4169.838379
	Iteration 115Q: 3 clusters Score -348099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -348112.281250 Penalty: 4169.838379
	Iteration 116Q: 3 clusters Score -348112.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -348121.843750 Penalty: 4169.838379
	Iteration 117Q: 3 clusters Score -348121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -348130.906250 Penalty: 4169.838379
	Iteration 118Q: 3 clusters Score -348130.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -348140.562500 Penalty: 4169.838379
	Iteration 119Q: 3 clusters Score -348140.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -348150.093750 Penalty: 4169.838379
	Iteration 120F: 3 clusters Score -348150.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -348155.500000 Penalty: 4169.838379
	Iteration 121Q: 3 clusters Score -348155.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -348161.781250 Penalty: 4169.838379
	Iteration 122Q: 3 clusters Score -348161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -348166.468750 Penalty: 4169.838379
	Iteration 123Q: 3 clusters Score -348166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -348169.593750 Penalty: 4169.838379
	Iteration 124Q: 3 clusters Score -348169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -348170.687500 Penalty: 4169.838379
	Iteration 125Q: 3 clusters Score -348170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -348170.875000 Penalty: 4169.838379
	Iteration 126Q: 3 clusters Score -348170.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -348172.125000 Penalty: 4169.838379
	Iteration 127Q: 3 clusters Score -348172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -348173.062500 Penalty: 4169.838379
	Iteration 128Q: 3 clusters Score -348173.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -348173.843750 Penalty: 4169.838379
	Iteration 129Q: 3 clusters Score -348173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -348174.156250 Penalty: 4169.838379
	Iteration 130Q: 3 clusters Score -348174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -348175.187500 Penalty: 4169.838379
	Iteration 131Q: 3 clusters Score -348175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -348176.062500 Penalty: 4169.838379
	Iteration 132Q: 3 clusters Score -348176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -348176.062500 Penalty: 4169.838379
	Iteration 133Q: 3 clusters Score -348176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -348176.062500 Penalty: 4169.838379
	Iteration 134F: 3 clusters Score -348176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Entering Unmasked Estep 
Score: -8078712.500000 Penalty: 2850.913086
	Iteration 0F: 2 clusters Score -8078712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -8012888.500000 Penalty: 5701.826172
	Iteration 0F: 3 clusters Score -8012888 nChanged 46608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -8039459.000000 Penalty: 5701.826172
	Iteration 1F: 3 clusters Score -8039459 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -8040160.500000 Penalty: 5701.826172
	Iteration 2Q: 3 clusters Score -8040160 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -8041006.000000 Penalty: 5701.826172
	Iteration 3Q: 3 clusters Score -8041006 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -8042058.000000 Penalty: 5701.826172
	Iteration 4Q: 3 clusters Score -8042058 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -8043330.000000 Penalty: 5701.826172
	Iteration 5Q: 3 clusters Score -8043330 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -8044879.000000 Penalty: 5701.826172
	Iteration 6Q: 3 clusters Score -8044879 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -8046742.000000 Penalty: 5701.826172
	Iteration 7Q: 3 clusters Score -8046742 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8049008.500000 Penalty: 5701.826172
	Iteration 8Q: 3 clusters Score -8049008 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -8051988.500000 Penalty: 5701.826172
	Iteration 9F: 3 clusters Score -8051988 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -8055634.000000 Penalty: 5701.826172
	Iteration 10F: 3 clusters Score -8055634 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -8060253.000000 Penalty: 5701.826172
	Iteration 11F: 3 clusters Score -8060253 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -8065106.500000 Penalty: 5701.826172
	Iteration 12F: 3 clusters Score -8065106 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -8069161.500000 Penalty: 5701.826172
	Iteration 13Q: 3 clusters Score -8069162 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -8071998.000000 Penalty: 5701.826172
	Iteration 14Q: 3 clusters Score -8071998 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 94842 members 
Entering Unmasked Estep 
Score: -8073784.500000 Penalty: 5701.826172
	Iteration 15Q: 3 clusters Score -8073784 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -8074842.500000 Penalty: 5701.826172
	Iteration 16Q: 3 clusters Score -8074842 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -8075420.000000 Penalty: 5701.826172
	Iteration 17Q: 3 clusters Score -8075420 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -8075729.500000 Penalty: 5701.826172
	Iteration 18Q: 3 clusters Score -8075730 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -8075925.000000 Penalty: 5701.826172
	Iteration 19Q: 3 clusters Score -8075925 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -8076037.000000 Penalty: 5701.826172
	Iteration 20F: 3 clusters Score -8076037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 97671 members 
Entering Unmasked Estep 
Score: -8076107.000000 Penalty: 5701.826172
	Iteration 21Q: 3 clusters Score -8076107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
Score: -8076153.500000 Penalty: 5701.826172
	Iteration 22Q: 3 clusters Score -8076154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -8076180.500000 Penalty: 5701.826172
	Iteration 23Q: 3 clusters Score -8076180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -8076207.500000 Penalty: 5701.826172
	Iteration 24Q: 3 clusters Score -8076208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -8076231.000000 Penalty: 5701.826172
	Iteration 25Q: 3 clusters Score -8076231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 97771 members 
Entering Unmasked Estep 
Score: -8076247.500000 Penalty: 5701.826172
	Iteration 26Q: 3 clusters Score -8076248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -8076261.000000 Penalty: 5701.826172
	Iteration 27Q: 3 clusters Score -8076261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -8076261.500000 Penalty: 5701.826172
	Iteration 28Q: 3 clusters Score -8076262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -8076269.000000 Penalty: 5701.826172
	Iteration 29Q: 3 clusters Score -8076269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -8076269.000000 Penalty: 5701.826172
	Iteration 30Q: 3 clusters Score -8076269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -8076272.500000 Penalty: 5701.826172
	Iteration 31Q: 3 clusters Score -8076272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -8076283.000000 Penalty: 5701.826172
	Iteration 32Q: 3 clusters Score -8076283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -8076284.000000 Penalty: 5701.826172
	Iteration 33Q: 3 clusters Score -8076284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 97794 members 
Entering Unmasked Estep 
Score: -8076279.000000 Penalty: 5701.826172
	Iteration 34Q: 3 clusters Score -8076279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -8076279.000000 Penalty: 5701.826172
	Iteration 35Q: 3 clusters Score -8076279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -8076279.500000 Penalty: 5701.826172
	Iteration 36Q: 3 clusters Score -8076280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -8076282.000000 Penalty: 5701.826172
	Iteration 37Q: 3 clusters Score -8076282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -8076289.500000 Penalty: 5701.826172
	Iteration 38Q: 3 clusters Score -8076290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -8076298.000000 Penalty: 5701.826172
	Iteration 39Q: 3 clusters Score -8076298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -8076296.000000 Penalty: 5701.826172
	Iteration 40F: 3 clusters Score -8076296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -8076291.500000 Penalty: 5701.826172
	Iteration 41Q: 3 clusters Score -8076292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -8076291.500000 Penalty: 5701.826172
	Iteration 42F: 3 clusters Score -8076292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1545854.875000 Penalty: 2450.839355
	Iteration 0F: 2 clusters Score -1545855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1532043.500000 Penalty: 4901.678711
	Iteration 0F: 3 clusters Score -1532044 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1536900.125000 Penalty: 4901.678711
	Iteration 1F: 3 clusters Score -1536900 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1537450.125000 Penalty: 4901.678711
	Iteration 2F: 3 clusters Score -1537450 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1538028.625000 Penalty: 4901.678711
	Iteration 3F: 3 clusters Score -1538029 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1538728.125000 Penalty: 4901.678711
	Iteration 4F: 3 clusters Score -1538728 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1539529.125000 Penalty: 4901.678711
	Iteration 5F: 3 clusters Score -1539529 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1540517.875000 Penalty: 4901.678711
	Iteration 6F: 3 clusters Score -1540518 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1541502.125000 Penalty: 4901.678711
	Iteration 7F: 3 clusters Score -1541502 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1542320.000000 Penalty: 4901.678711
	Iteration 8F: 3 clusters Score -1542320 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1542943.625000 Penalty: 4901.678711
	Iteration 9Q: 3 clusters Score -1542944 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1543461.875000 Penalty: 4901.678711
	Iteration 10Q: 3 clusters Score -1543462 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1543838.500000 Penalty: 4901.678711
	Iteration 11Q: 3 clusters Score -1543838 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1544081.750000 Penalty: 4901.678711
	Iteration 12Q: 3 clusters Score -1544082 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1544221.500000 Penalty: 4901.678711
	Iteration 13Q: 3 clusters Score -1544222 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1544308.125000 Penalty: 4901.678711
	Iteration 14Q: 3 clusters Score -1544308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1544384.750000 Penalty: 4901.678711
	Iteration 15Q: 3 clusters Score -1544385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1544443.875000 Penalty: 4901.678711
	Iteration 16Q: 3 clusters Score -1544444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1544510.250000 Penalty: 4901.678711
	Iteration 17Q: 3 clusters Score -1544510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1544548.750000 Penalty: 4901.678711
	Iteration 18Q: 3 clusters Score -1544549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1544580.750000 Penalty: 4901.678711
	Iteration 19Q: 3 clusters Score -1544581 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1544621.750000 Penalty: 4901.678711
	Iteration 20F: 3 clusters Score -1544622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1544651.500000 Penalty: 4901.678711
	Iteration 21Q: 3 clusters Score -1544652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1544668.625000 Penalty: 4901.678711
	Iteration 22Q: 3 clusters Score -1544669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1544680.750000 Penalty: 4901.678711
	Iteration 23Q: 3 clusters Score -1544681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1544684.875000 Penalty: 4901.678711
	Iteration 24Q: 3 clusters Score -1544685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1544695.750000 Penalty: 4901.678711
	Iteration 25Q: 3 clusters Score -1544696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1544700.250000 Penalty: 4901.678711
	Iteration 26Q: 3 clusters Score -1544700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1544704.125000 Penalty: 4901.678711
	Iteration 27Q: 3 clusters Score -1544704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1544708.875000 Penalty: 4901.678711
	Iteration 28Q: 3 clusters Score -1544709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1544709.875000 Penalty: 4901.678711
	Iteration 29Q: 3 clusters Score -1544710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1544706.500000 Penalty: 4901.678711
	Iteration 30Q: 3 clusters Score -1544706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1544707.000000 Penalty: 4901.678711
	Iteration 31Q: 3 clusters Score -1544707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1544707.625000 Penalty: 4901.678711
	Iteration 32Q: 3 clusters Score -1544708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1544711.875000 Penalty: 4901.678711
	Iteration 33Q: 3 clusters Score -1544712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1544710.000000 Penalty: 4901.678711
	Iteration 34Q: 3 clusters Score -1544710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1544710.000000 Penalty: 4901.678711
	Iteration 35F: 3 clusters Score -1544710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Entering Unmasked Estep 
Score: -1607440.500000 Penalty: 2459.390381
	Iteration 0F: 2 clusters Score -1607440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1593178.875000 Penalty: 4918.780762
	Iteration 0F: 3 clusters Score -1593179 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1597911.875000 Penalty: 4918.780762
	Iteration 1F: 3 clusters Score -1597912 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1598249.500000 Penalty: 4918.780762
	Iteration 2Q: 3 clusters Score -1598250 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1598533.000000 Penalty: 4918.780762
	Iteration 3Q: 3 clusters Score -1598533 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1598835.375000 Penalty: 4918.780762
	Iteration 4Q: 3 clusters Score -1598835 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1599149.750000 Penalty: 4918.780762
	Iteration 5Q: 3 clusters Score -1599150 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1599551.000000 Penalty: 4918.780762
	Iteration 6Q: 3 clusters Score -1599551 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1600071.875000 Penalty: 4918.780762
	Iteration 7Q: 3 clusters Score -1600072 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1600812.000000 Penalty: 4918.780762
	Iteration 8F: 3 clusters Score -1600812 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1601822.500000 Penalty: 4918.780762
	Iteration 9F: 3 clusters Score -1601822 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1602904.125000 Penalty: 4918.780762
	Iteration 10F: 3 clusters Score -1602904 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1603790.125000 Penalty: 4918.780762
	Iteration 11F: 3 clusters Score -1603790 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1604429.125000 Penalty: 4918.780762
	Iteration 12Q: 3 clusters Score -1604429 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1604859.000000 Penalty: 4918.780762
	Iteration 13Q: 3 clusters Score -1604859 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1605123.250000 Penalty: 4918.780762
	Iteration 14Q: 3 clusters Score -1605123 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1605275.125000 Penalty: 4918.780762
	Iteration 15Q: 3 clusters Score -1605275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1605365.500000 Penalty: 4918.780762
	Iteration 16Q: 3 clusters Score -1605366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1605428.375000 Penalty: 4918.780762
	Iteration 17Q: 3 clusters Score -1605428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1605465.500000 Penalty: 4918.780762
	Iteration 18Q: 3 clusters Score -1605466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1605489.625000 Penalty: 4918.780762
	Iteration 19Q: 3 clusters Score -1605490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1605510.000000 Penalty: 4918.780762
	Iteration 20F: 3 clusters Score -1605510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1605521.750000 Penalty: 4918.780762
	Iteration 21Q: 3 clusters Score -1605522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1605532.375000 Penalty: 4918.780762
	Iteration 22Q: 3 clusters Score -1605532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1605538.750000 Penalty: 4918.780762
	Iteration 23Q: 3 clusters Score -1605539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1605545.250000 Penalty: 4918.780762
	Iteration 24Q: 3 clusters Score -1605545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1605551.125000 Penalty: 4918.780762
	Iteration 25Q: 3 clusters Score -1605551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1605555.125000 Penalty: 4918.780762
	Iteration 26Q: 3 clusters Score -1605555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1605554.750000 Penalty: 4918.780762
	Iteration 27Q: 3 clusters Score -1605555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1605559.375000 Penalty: 4918.780762
	Iteration 28Q: 3 clusters Score -1605559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1605565.875000 Penalty: 4918.780762
	Iteration 29Q: 3 clusters Score -1605566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1605566.625000 Penalty: 4918.780762
	Iteration 30Q: 3 clusters Score -1605567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1605570.750000 Penalty: 4918.780762
	Iteration 31Q: 3 clusters Score -1605571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1605572.250000 Penalty: 4918.780762
	Iteration 32Q: 3 clusters Score -1605572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1605572.250000 Penalty: 4918.780762
	Iteration 33F: 3 clusters Score -1605572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Entering Unmasked Estep 
Score: -2602049.250000 Penalty: 2569.608154
	Iteration 0F: 2 clusters Score -2602049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2580389.250000 Penalty: 5139.216309
	Iteration 0F: 3 clusters Score -2580389 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2588229.500000 Penalty: 5139.216309
	Iteration 1F: 3 clusters Score -2588230 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2588921.000000 Penalty: 5139.216309
	Iteration 2F: 3 clusters Score -2588921 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2589775.000000 Penalty: 5139.216309
	Iteration 3F: 3 clusters Score -2589775 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2590857.000000 Penalty: 5139.216309
	Iteration 4F: 3 clusters Score -2590857 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2592129.250000 Penalty: 5139.216309
	Iteration 5F: 3 clusters Score -2592129 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2593492.750000 Penalty: 5139.216309
	Iteration 6F: 3 clusters Score -2593493 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2595003.500000 Penalty: 5139.216309
	Iteration 7F: 3 clusters Score -2595004 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2596382.750000 Penalty: 5139.216309
	Iteration 8F: 3 clusters Score -2596383 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2597516.000000 Penalty: 5139.216309
	Iteration 9Q: 3 clusters Score -2597516 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2598364.750000 Penalty: 5139.216309
	Iteration 10Q: 3 clusters Score -2598365 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2598928.000000 Penalty: 5139.216309
	Iteration 11Q: 3 clusters Score -2598928 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2599238.750000 Penalty: 5139.216309
	Iteration 12Q: 3 clusters Score -2599239 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2599469.500000 Penalty: 5139.216309
	Iteration 13Q: 3 clusters Score -2599470 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2599599.000000 Penalty: 5139.216309
	Iteration 14Q: 3 clusters Score -2599599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2599696.500000 Penalty: 5139.216309
	Iteration 15Q: 3 clusters Score -2599696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2599741.250000 Penalty: 5139.216309
	Iteration 16Q: 3 clusters Score -2599741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2599775.250000 Penalty: 5139.216309
	Iteration 17Q: 3 clusters Score -2599775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2599800.750000 Penalty: 5139.216309
	Iteration 18Q: 3 clusters Score -2599801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2599808.000000 Penalty: 5139.216309
	Iteration 19Q: 3 clusters Score -2599808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2599822.750000 Penalty: 5139.216309
	Iteration 20F: 3 clusters Score -2599823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2599825.000000 Penalty: 5139.216309
	Iteration 21Q: 3 clusters Score -2599825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2599832.500000 Penalty: 5139.216309
	Iteration 22Q: 3 clusters Score -2599832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2599844.250000 Penalty: 5139.216309
	Iteration 23Q: 3 clusters Score -2599844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2599845.500000 Penalty: 5139.216309
	Iteration 24Q: 3 clusters Score -2599846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2599849.000000 Penalty: 5139.216309
	Iteration 25Q: 3 clusters Score -2599849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2599850.750000 Penalty: 5139.216309
	Iteration 26Q: 3 clusters Score -2599851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2599856.500000 Penalty: 5139.216309
	Iteration 27Q: 3 clusters Score -2599856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2599855.500000 Penalty: 5139.216309
	Iteration 28Q: 3 clusters Score -2599856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2599865.000000 Penalty: 5139.216309
	Iteration 29Q: 3 clusters Score -2599865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2599867.750000 Penalty: 5139.216309
	Iteration 30Q: 3 clusters Score -2599868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2599882.500000 Penalty: 5139.216309
	Iteration 31Q: 3 clusters Score -2599882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2599888.750000 Penalty: 5139.216309
	Iteration 32Q: 3 clusters Score -2599889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2599895.500000 Penalty: 5139.216309
	Iteration 33Q: 3 clusters Score -2599896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2599898.250000 Penalty: 5139.216309
	Iteration 34Q: 3 clusters Score -2599898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2599901.250000 Penalty: 5139.216309
	Iteration 35Q: 3 clusters Score -2599901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2599903.000000 Penalty: 5139.216309
	Iteration 36Q: 3 clusters Score -2599903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2599902.750000 Penalty: 5139.216309
	Iteration 37Q: 3 clusters Score -2599903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2599903.000000 Penalty: 5139.216309
	Iteration 38Q: 3 clusters Score -2599903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2599901.500000 Penalty: 5139.216309
	Iteration 39Q: 3 clusters Score -2599902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2599905.250000 Penalty: 5139.216309
	Iteration 40F: 3 clusters Score -2599905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2599908.000000 Penalty: 5139.216309
	Iteration 41Q: 3 clusters Score -2599908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2599908.750000 Penalty: 5139.216309
	Iteration 42Q: 3 clusters Score -2599909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2599909.750000 Penalty: 5139.216309
	Iteration 43Q: 3 clusters Score -2599910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2599907.750000 Penalty: 5139.216309
	Iteration 44Q: 3 clusters Score -2599908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2599905.500000 Penalty: 5139.216309
	Iteration 45Q: 3 clusters Score -2599906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2599909.500000 Penalty: 5139.216309
	Iteration 46Q: 3 clusters Score -2599910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2599909.500000 Penalty: 5139.216309
	Iteration 47F: 3 clusters Score -2599910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -428269.968750 Penalty: 2131.579590
	Iteration 0F: 2 clusters Score -428270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -423448.468750 Penalty: 4263.159180
	Iteration 0F: 3 clusters Score -423448.5 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -424571.875000 Penalty: 4263.159180
	Iteration 1F: 3 clusters Score -424571.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -424772.781250 Penalty: 4263.159180
	Iteration 2F: 3 clusters Score -424772.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -424909.843750 Penalty: 4263.159180
	Iteration 3Q: 3 clusters Score -424909.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -425011.093750 Penalty: 4263.159180
	Iteration 4Q: 3 clusters Score -425011.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -425083.312500 Penalty: 4263.159180
	Iteration 5Q: 3 clusters Score -425083.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -425166.781250 Penalty: 4263.159180
	Iteration 6Q: 3 clusters Score -425166.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -425243.812500 Penalty: 4263.159180
	Iteration 7Q: 3 clusters Score -425243.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -425322.593750 Penalty: 4263.159180
	Iteration 8Q: 3 clusters Score -425322.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425400.093750 Penalty: 4263.159180
	Iteration 9Q: 3 clusters Score -425400.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -425476.031250 Penalty: 4263.159180
	Iteration 10Q: 3 clusters Score -425476 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -425560.093750 Penalty: 4263.159180
	Iteration 11Q: 3 clusters Score -425560.1 nChanged 156
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: -425649.718750 Penalty: 4263.159180
	Iteration 12Q: 3 clusters Score -425649.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -425733.312500 Penalty: 4263.159180
	Iteration 13Q: 3 clusters Score -425733.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -425818.187500 Penalty: 4263.159180
	Iteration 14Q: 3 clusters Score -425818.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -425905.656250 Penalty: 4263.159180
	Iteration 15Q: 3 clusters Score -425905.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -425980.750000 Penalty: 4263.159180
	Iteration 16Q: 3 clusters Score -425980.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -426037.218750 Penalty: 4263.159180
	Iteration 17Q: 3 clusters Score -426037.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -426080.500000 Penalty: 4263.159180
	Iteration 18Q: 3 clusters Score -426080.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -426126.125000 Penalty: 4263.159180
	Iteration 19Q: 3 clusters Score -426126.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -426159.812500 Penalty: 4263.159180
	Iteration 20F: 3 clusters Score -426159.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -426197.812500 Penalty: 4263.159180
	Iteration 21Q: 3 clusters Score -426197.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -426225.656250 Penalty: 4263.159180
	Iteration 22Q: 3 clusters Score -426225.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -426245.968750 Penalty: 4263.159180
	Iteration 23Q: 3 clusters Score -426246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -426263.375000 Penalty: 4263.159180
	Iteration 24Q: 3 clusters Score -426263.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -426274.562500 Penalty: 4263.159180
	Iteration 25Q: 3 clusters Score -426274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -426282.218750 Penalty: 4263.159180
	Iteration 26Q: 3 clusters Score -426282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -426290.468750 Penalty: 4263.159180
	Iteration 27Q: 3 clusters Score -426290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -426299.718750 Penalty: 4263.159180
	Iteration 28Q: 3 clusters Score -426299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -426306.843750 Penalty: 4263.159180
	Iteration 29Q: 3 clusters Score -426306.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -426314.250000 Penalty: 4263.159180
	Iteration 30Q: 3 clusters Score -426314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -426323.062500 Penalty: 4263.159180
	Iteration 31Q: 3 clusters Score -426323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -426332.906250 Penalty: 4263.159180
	Iteration 32Q: 3 clusters Score -426332.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -426339.281250 Penalty: 4263.159180
	Iteration 33Q: 3 clusters Score -426339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -426342.750000 Penalty: 4263.159180
	Iteration 34Q: 3 clusters Score -426342.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -426348.875000 Penalty: 4263.159180
	Iteration 35Q: 3 clusters Score -426348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -426354.312500 Penalty: 4263.159180
	Iteration 36Q: 3 clusters Score -426354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -426357.406250 Penalty: 4263.159180
	Iteration 37Q: 3 clusters Score -426357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -426361.468750 Penalty: 4263.159180
	Iteration 38Q: 3 clusters Score -426361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -426365.593750 Penalty: 4263.159180
	Iteration 39Q: 3 clusters Score -426365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -426368.968750 Penalty: 4263.159180
	Iteration 40F: 3 clusters Score -426369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -426372.625000 Penalty: 4263.159180
	Iteration 41Q: 3 clusters Score -426372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -426376.625000 Penalty: 4263.159180
	Iteration 42Q: 3 clusters Score -426376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -426380.593750 Penalty: 4263.159180
	Iteration 43Q: 3 clusters Score -426380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -426383.281250 Penalty: 4263.159180
	Iteration 44Q: 3 clusters Score -426383.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -426385.125000 Penalty: 4263.159180
	Iteration 45Q: 3 clusters Score -426385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -426386.781250 Penalty: 4263.159180
	Iteration 46Q: 3 clusters Score -426386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -426387.781250 Penalty: 4263.159180
	Iteration 47Q: 3 clusters Score -426387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -426387.718750 Penalty: 4263.159180
	Iteration 48Q: 3 clusters Score -426387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -426387.718750 Penalty: 4263.159180
	Iteration 49F: 3 clusters Score -426387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Entering Unmasked Estep 
Score: -2571887.500000 Penalty: 2577.590088
	Iteration 0F: 2 clusters Score -2571888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2549696.750000 Penalty: 5155.180176
	Iteration 0F: 3 clusters Score -2549697 nChanged 14718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2557603.000000 Penalty: 5155.180176
	Iteration 1F: 3 clusters Score -2557603 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2558077.750000 Penalty: 5155.180176
	Iteration 2Q: 3 clusters Score -2558078 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2558550.250000 Penalty: 5155.180176
	Iteration 3Q: 3 clusters Score -2558550 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2559141.250000 Penalty: 5155.180176
	Iteration 4Q: 3 clusters Score -2559141 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2559962.250000 Penalty: 5155.180176
	Iteration 5F: 3 clusters Score -2559962 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2561154.250000 Penalty: 5155.180176
	Iteration 6F: 3 clusters Score -2561154 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2562738.000000 Penalty: 5155.180176
	Iteration 7F: 3 clusters Score -2562738 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2564553.250000 Penalty: 5155.180176
	Iteration 8F: 3 clusters Score -2564553 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2566328.500000 Penalty: 5155.180176
	Iteration 9F: 3 clusters Score -2566328 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2567697.000000 Penalty: 5155.180176
	Iteration 10Q: 3 clusters Score -2567697 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2568585.250000 Penalty: 5155.180176
	Iteration 11Q: 3 clusters Score -2568585 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2569058.000000 Penalty: 5155.180176
	Iteration 12Q: 3 clusters Score -2569058 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2569306.500000 Penalty: 5155.180176
	Iteration 13Q: 3 clusters Score -2569306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2569438.500000 Penalty: 5155.180176
	Iteration 14Q: 3 clusters Score -2569438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2569522.000000 Penalty: 5155.180176
	Iteration 15Q: 3 clusters Score -2569522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2569573.250000 Penalty: 5155.180176
	Iteration 16Q: 3 clusters Score -2569573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2569609.750000 Penalty: 5155.180176
	Iteration 17Q: 3 clusters Score -2569610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2569631.000000 Penalty: 5155.180176
	Iteration 18Q: 3 clusters Score -2569631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2569654.500000 Penalty: 5155.180176
	Iteration 19Q: 3 clusters Score -2569654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2569660.250000 Penalty: 5155.180176
	Iteration 20F: 3 clusters Score -2569660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2569664.500000 Penalty: 5155.180176
	Iteration 21Q: 3 clusters Score -2569664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2569684.000000 Penalty: 5155.180176
	Iteration 22Q: 3 clusters Score -2569684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2569697.250000 Penalty: 5155.180176
	Iteration 23Q: 3 clusters Score -2569697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2569703.750000 Penalty: 5155.180176
	Iteration 24Q: 3 clusters Score -2569704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2569705.250000 Penalty: 5155.180176
	Iteration 25Q: 3 clusters Score -2569705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2569710.500000 Penalty: 5155.180176
	Iteration 26Q: 3 clusters Score -2569710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2569714.000000 Penalty: 5155.180176
	Iteration 27Q: 3 clusters Score -2569714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2569716.500000 Penalty: 5155.180176
	Iteration 28Q: 3 clusters Score -2569716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2569721.500000 Penalty: 5155.180176
	Iteration 29Q: 3 clusters Score -2569722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2569721.500000 Penalty: 5155.180176
	Iteration 30F: 3 clusters Score -2569722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -720204.875000 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -720204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -713321.312500 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -713321.3 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -715268.062500 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -715268.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -715534.375000 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -715534.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -715701.000000 Penalty: 4494.269531
	Iteration 3Q: 3 clusters Score -715701 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -715820.437500 Penalty: 4494.269531
	Iteration 4Q: 3 clusters Score -715820.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -715893.437500 Penalty: 4494.269531
	Iteration 5Q: 3 clusters Score -715893.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -715954.437500 Penalty: 4494.269531
	Iteration 6Q: 3 clusters Score -715954.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -716014.875000 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -716014.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -716085.500000 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -716085.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -716153.875000 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -716153.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -716218.750000 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -716218.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -716281.937500 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -716281.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -716363.062500 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -716363.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -716458.812500 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -716458.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -716577.687500 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -716577.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -716730.187500 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -716730.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -716898.562500 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -716898.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -717090.875000 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -717090.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -717327.562500 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -717327.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -717530.562500 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -717530.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -717715.437500 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -717715.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -717850.187500 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -717850.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -717957.812500 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -717957.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -718039.000000 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -718039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -718092.312500 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -718092.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -718137.062500 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -718137.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -718172.187500 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -718172.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -718190.625000 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -718190.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -718205.937500 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -718205.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -718219.562500 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -718219.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -718233.562500 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -718233.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -718245.687500 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -718245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -718252.000000 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -718252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -718254.125000 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -718254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -718256.937500 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -718256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -718259.500000 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -718259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -718266.375000 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -718266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -718271.000000 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -718271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -718276.812500 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -718276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -718276.812500 Penalty: 4494.269531
	Iteration 39F: 3 clusters Score -718276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -75311.039062 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -75311.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73368.265625 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -73368.27 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73662.890625 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -73662.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73740.242188 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -73740.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -73798.109375 Penalty: 3437.525391
	Iteration 3Q: 3 clusters Score -73798.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73837.289062 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -73837.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -73854.148438 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -73854.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73870.835938 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -73870.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -73889.281250 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -73889.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73896.210938 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -73896.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73903.515625 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -73903.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73905.734375 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -73905.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73907.351562 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -73907.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73908.867188 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -73908.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -73910.750000 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -73910.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -73913.234375 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -73913.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -73916.109375 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -73916.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73916.414062 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -73916.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73916.414062 Penalty: 3437.525391
	Iteration 17F: 3 clusters Score -73916.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Entering Unmasked Estep 
Score: -1302168.125000 Penalty: 2404.341309
	Iteration 0F: 2 clusters Score -1302168 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 8141 members 
Entering Unmasked Estep 
Score: -1290590.625000 Penalty: 4808.682617
	Iteration 0F: 3 clusters Score -1290591 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1294387.875000 Penalty: 4808.682617
	Iteration 1F: 3 clusters Score -1294388 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1294718.000000 Penalty: 4808.682617
	Iteration 2F: 3 clusters Score -1294718 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1294961.375000 Penalty: 4808.682617
	Iteration 3Q: 3 clusters Score -1294961 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1295196.500000 Penalty: 4808.682617
	Iteration 4Q: 3 clusters Score -1295196 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1295423.750000 Penalty: 4808.682617
	Iteration 5Q: 3 clusters Score -1295424 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1295637.125000 Penalty: 4808.682617
	Iteration 6Q: 3 clusters Score -1295637 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1295841.000000 Penalty: 4808.682617
	Iteration 7Q: 3 clusters Score -1295841 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1296082.000000 Penalty: 4808.682617
	Iteration 8Q: 3 clusters Score -1296082 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1296378.375000 Penalty: 4808.682617
	Iteration 9Q: 3 clusters Score -1296378 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1296684.750000 Penalty: 4808.682617
	Iteration 10Q: 3 clusters Score -1296685 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1297006.375000 Penalty: 4808.682617
	Iteration 11Q: 3 clusters Score -1297006 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1297336.250000 Penalty: 4808.682617
	Iteration 12Q: 3 clusters Score -1297336 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1297681.000000 Penalty: 4808.682617
	Iteration 13Q: 3 clusters Score -1297681 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1297988.625000 Penalty: 4808.682617
	Iteration 14Q: 3 clusters Score -1297989 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1298223.625000 Penalty: 4808.682617
	Iteration 15Q: 3 clusters Score -1298224 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1298445.000000 Penalty: 4808.682617
	Iteration 16Q: 3 clusters Score -1298445 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1298644 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1298804.250000 Penalty: 4808.682617
	Iteration 18Q: 3 clusters Score -1298804 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1298902.125000 Penalty: 4808.682617
	Iteration 19Q: 3 clusters Score -1298902 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1298983.125000 Penalty: 4808.682617
	Iteration 20F: 3 clusters Score -1298983 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1299043.500000 Penalty: 4808.682617
	Iteration 21Q: 3 clusters Score -1299044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1299084.375000 Penalty: 4808.682617
	Iteration 22Q: 3 clusters Score -1299084 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1299126.750000 Penalty: 4808.682617
	Iteration 23Q: 3 clusters Score -1299127 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1299171.125000 Penalty: 4808.682617
	Iteration 24Q: 3 clusters Score -1299171 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1299213.750000 Penalty: 4808.682617
	Iteration 25Q: 3 clusters Score -1299214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1299243.000000 Penalty: 4808.682617
	Iteration 26Q: 3 clusters Score -1299243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1299279.625000 Penalty: 4808.682617
	Iteration 27Q: 3 clusters Score -1299280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1299314.375000 Penalty: 4808.682617
	Iteration 28Q: 3 clusters Score -1299314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1299353.500000 Penalty: 4808.682617
	Iteration 29Q: 3 clusters Score -1299354 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1299388.750000 Penalty: 4808.682617
	Iteration 30Q: 3 clusters Score -1299389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1299422.625000 Penalty: 4808.682617
	Iteration 31Q: 3 clusters Score -1299423 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1299459.250000 Penalty: 4808.682617
	Iteration 32Q: 3 clusters Score -1299459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1299488.625000 Penalty: 4808.682617
	Iteration 33Q: 3 clusters Score -1299489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1299524.625000 Penalty: 4808.682617
	Iteration 34Q: 3 clusters Score -1299525 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1299556.250000 Penalty: 4808.682617
	Iteration 35Q: 3 clusters Score -1299556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1299585.125000 Penalty: 4808.682617
	Iteration 36Q: 3 clusters Score -1299585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1299616.000000 Penalty: 4808.682617
	Iteration 37Q: 3 clusters Score -1299616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1299632.250000 Penalty: 4808.682617
	Iteration 38Q: 3 clusters Score -1299632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1299655.375000 Penalty: 4808.682617
	Iteration 39Q: 3 clusters Score -1299655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1299669.750000 Penalty: 4808.682617
	Iteration 40F: 3 clusters Score -1299670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1299684.125000 Penalty: 4808.682617
	Iteration 41Q: 3 clusters Score -1299684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1299690.750000 Penalty: 4808.682617
	Iteration 42Q: 3 clusters Score -1299691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1299703.500000 Penalty: 4808.682617
	Iteration 43Q: 3 clusters Score -1299704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1299717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1299729.875000 Penalty: 4808.682617
	Iteration 45Q: 3 clusters Score -1299730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1299745.125000 Penalty: 4808.682617
	Iteration 46Q: 3 clusters Score -1299745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1299757.000000 Penalty: 4808.682617
	Iteration 47Q: 3 clusters Score -1299757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1299771.875000 Penalty: 4808.682617
	Iteration 48Q: 3 clusters Score -1299772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1299787.250000 Penalty: 4808.682617
	Iteration 49Q: 3 clusters Score -1299787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1299799.250000 Penalty: 4808.682617
	Iteration 50Q: 3 clusters Score -1299799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1299808.000000 Penalty: 4808.682617
	Iteration 51Q: 3 clusters Score -1299808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1299821.500000 Penalty: 4808.682617
	Iteration 52Q: 3 clusters Score -1299822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1299832.625000 Penalty: 4808.682617
	Iteration 53Q: 3 clusters Score -1299833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1299844.250000 Penalty: 4808.682617
	Iteration 54Q: 3 clusters Score -1299844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1299857.000000 Penalty: 4808.682617
	Iteration 55Q: 3 clusters Score -1299857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1299865.125000 Penalty: 4808.682617
	Iteration 56Q: 3 clusters Score -1299865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1299879.375000 Penalty: 4808.682617
	Iteration 57Q: 3 clusters Score -1299879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1299890.250000 Penalty: 4808.682617
	Iteration 58Q: 3 clusters Score -1299890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1299901.375000 Penalty: 4808.682617
	Iteration 59Q: 3 clusters Score -1299901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1299905.875000 Penalty: 4808.682617
	Iteration 60F: 3 clusters Score -1299906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1299918.625000 Penalty: 4808.682617
	Iteration 61Q: 3 clusters Score -1299919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1299924.625000 Penalty: 4808.682617
	Iteration 62Q: 3 clusters Score -1299925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1299934.750000 Penalty: 4808.682617
	Iteration 63Q: 3 clusters Score -1299935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1299936.250000 Penalty: 4808.682617
	Iteration 64Q: 3 clusters Score -1299936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1299947.250000 Penalty: 4808.682617
	Iteration 65Q: 3 clusters Score -1299947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1299954.750000 Penalty: 4808.682617
	Iteration 66Q: 3 clusters Score -1299955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1299957.125000 Penalty: 4808.682617
	Iteration 67Q: 3 clusters Score -1299957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1299963.125000 Penalty: 4808.682617
	Iteration 68Q: 3 clusters Score -1299963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1299973.375000 Penalty: 4808.682617
	Iteration 69Q: 3 clusters Score -1299973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1299981.625000 Penalty: 4808.682617
	Iteration 70Q: 3 clusters Score -1299982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1299981.875000 Penalty: 4808.682617
	Iteration 71Q: 3 clusters Score -1299982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1299984.750000 Penalty: 4808.682617
	Iteration 72Q: 3 clusters Score -1299985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1299988.000000 Penalty: 4808.682617
	Iteration 73Q: 3 clusters Score -1299988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1299992.500000 Penalty: 4808.682617
	Iteration 74Q: 3 clusters Score -1299992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1299999.125000 Penalty: 4808.682617
	Iteration 75Q: 3 clusters Score -1299999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1299997.250000 Penalty: 4808.682617
	Iteration 76Q: 3 clusters Score -1299997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1299997.250000 Penalty: 4808.682617
	Iteration 77Q: 3 clusters Score -1299997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1299998.625000 Penalty: 4808.682617
	Iteration 78Q: 3 clusters Score -1299999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1300002.125000 Penalty: 4808.682617
	Iteration 79Q: 3 clusters Score -1300002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1300003.625000 Penalty: 4808.682617
	Iteration 80F: 3 clusters Score -1300004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1300006.125000 Penalty: 4808.682617
	Iteration 81Q: 3 clusters Score -1300006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1300010.375000 Penalty: 4808.682617
	Iteration 82Q: 3 clusters Score -1300010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1300011.500000 Penalty: 4808.682617
	Iteration 83Q: 3 clusters Score -1300012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1300012.250000 Penalty: 4808.682617
	Iteration 84Q: 3 clusters Score -1300012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1300012.750000 Penalty: 4808.682617
	Iteration 85Q: 3 clusters Score -1300013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1300014.500000 Penalty: 4808.682617
	Iteration 86Q: 3 clusters Score -1300014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1300016.875000 Penalty: 4808.682617
	Iteration 87Q: 3 clusters Score -1300017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1300016.750000 Penalty: 4808.682617
	Iteration 88Q: 3 clusters Score -1300017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1300019.750000 Penalty: 4808.682617
	Iteration 89Q: 3 clusters Score -1300020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1300021.000000 Penalty: 4808.682617
	Iteration 90Q: 3 clusters Score -1300021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1300023.250000 Penalty: 4808.682617
	Iteration 91Q: 3 clusters Score -1300023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1300024.250000 Penalty: 4808.682617
	Iteration 92Q: 3 clusters Score -1300024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1300022.375000 Penalty: 4808.682617
	Iteration 93Q: 3 clusters Score -1300022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1300023.750000 Penalty: 4808.682617
	Iteration 94Q: 3 clusters Score -1300024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1300025.500000 Penalty: 4808.682617
	Iteration 95Q: 3 clusters Score -1300026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1300028.750000 Penalty: 4808.682617
	Iteration 96Q: 3 clusters Score -1300029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1300029.000000 Penalty: 4808.682617
	Iteration 97Q: 3 clusters Score -1300029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1300031.625000 Penalty: 4808.682617
	Iteration 98Q: 3 clusters Score -1300032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1300030.500000 Penalty: 4808.682617
	Iteration 99Q: 3 clusters Score -1300030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1300030.500000 Penalty: 4808.682617
	Iteration 100F: 3 clusters Score -1300030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Entering Unmasked Estep 
Score: -658209.250000 Penalty: 2241.632324
	Iteration 0F: 2 clusters Score -658209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -651503.375000 Penalty: 4483.264648
	Iteration 0F: 3 clusters Score -651503.4 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -653401.625000 Penalty: 4483.264648
	Iteration 1F: 3 clusters Score -653401.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -653651.312500 Penalty: 4483.264648
	Iteration 2F: 3 clusters Score -653651.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -653800.562500 Penalty: 4483.264648
	Iteration 3Q: 3 clusters Score -653800.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -653911.062500 Penalty: 4483.264648
	Iteration 4Q: 3 clusters Score -653911.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -654007.187500 Penalty: 4483.264648
	Iteration 5Q: 3 clusters Score -654007.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -654086.750000 Penalty: 4483.264648
	Iteration 6Q: 3 clusters Score -654086.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -654154.000000 Penalty: 4483.264648
	Iteration 7Q: 3 clusters Score -654154 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -654210.312500 Penalty: 4483.264648
	Iteration 8Q: 3 clusters Score -654210.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -654254.437500 Penalty: 4483.264648
	Iteration 9Q: 3 clusters Score -654254.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -654294.187500 Penalty: 4483.264648
	Iteration 10Q: 3 clusters Score -654294.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -654330.312500 Penalty: 4483.264648
	Iteration 11Q: 3 clusters Score -654330.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -654365.437500 Penalty: 4483.264648
	Iteration 12Q: 3 clusters Score -654365.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -654401.687500 Penalty: 4483.264648
	Iteration 13Q: 3 clusters Score -654401.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -654438.250000 Penalty: 4483.264648
	Iteration 14Q: 3 clusters Score -654438.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -654473.375000 Penalty: 4483.264648
	Iteration 15Q: 3 clusters Score -654473.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -654509.062500 Penalty: 4483.264648
	Iteration 16Q: 3 clusters Score -654509.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -654544.937500 Penalty: 4483.264648
	Iteration 17Q: 3 clusters Score -654544.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -654597.312500 Penalty: 4483.264648
	Iteration 18Q: 3 clusters Score -654597.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -654652.937500 Penalty: 4483.264648
	Iteration 19Q: 3 clusters Score -654652.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -654720.062500 Penalty: 4483.264648
	Iteration 20F: 3 clusters Score -654720.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -654796.750000 Penalty: 4483.264648
	Iteration 21Q: 3 clusters Score -654796.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -654890.937500 Penalty: 4483.264648
	Iteration 22Q: 3 clusters Score -654890.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -655007.187500 Penalty: 4483.264648
	Iteration 23Q: 3 clusters Score -655007.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -655152.312500 Penalty: 4483.264648
	Iteration 24Q: 3 clusters Score -655152.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -655305.500000 Penalty: 4483.264648
	Iteration 25Q: 3 clusters Score -655305.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -655469.875000 Penalty: 4483.264648
	Iteration 26Q: 3 clusters Score -655469.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -655648.937500 Penalty: 4483.264648
	Iteration 27Q: 3 clusters Score -655648.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -655833.312500 Penalty: 4483.264648
	Iteration 28Q: 3 clusters Score -655833.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -655975.625000 Penalty: 4483.264648
	Iteration 29Q: 3 clusters Score -655975.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -656080.250000 Penalty: 4483.264648
	Iteration 30Q: 3 clusters Score -656080.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -656146.437500 Penalty: 4483.264648
	Iteration 31Q: 3 clusters Score -656146.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -656185.062500 Penalty: 4483.264648
	Iteration 32Q: 3 clusters Score -656185.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -656203.125000 Penalty: 4483.264648
	Iteration 33Q: 3 clusters Score -656203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -656216.812500 Penalty: 4483.264648
	Iteration 34Q: 3 clusters Score -656216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -656228.062500 Penalty: 4483.264648
	Iteration 35Q: 3 clusters Score -656228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -656233.250000 Penalty: 4483.264648
	Iteration 36Q: 3 clusters Score -656233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -656235.625000 Penalty: 4483.264648
	Iteration 37Q: 3 clusters Score -656235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -656239.125000 Penalty: 4483.264648
	Iteration 38Q: 3 clusters Score -656239.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -656246.500000 Penalty: 4483.264648
	Iteration 39Q: 3 clusters Score -656246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -656251.875000 Penalty: 4483.264648
	Iteration 40F: 3 clusters Score -656251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -656256.437500 Penalty: 4483.264648
	Iteration 41Q: 3 clusters Score -656256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -656258.000000 Penalty: 4483.264648
	Iteration 42Q: 3 clusters Score -656258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -656260.250000 Penalty: 4483.264648
	Iteration 43Q: 3 clusters Score -656260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -656260.250000 Penalty: 4483.264648
	Iteration 44F: 3 clusters Score -656260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -304924.656250 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -304924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -300589.875000 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -300589.9 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -301725.062500 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -301725.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -301993.187500 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -301993.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -302205.125000 Penalty: 4194.364746
	Iteration 3F: 3 clusters Score -302205.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -302370.406250 Penalty: 4194.364746
	Iteration 4Q: 3 clusters Score -302370.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -302554.718750 Penalty: 4194.364746
	Iteration 5Q: 3 clusters Score -302554.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -302766.687500 Penalty: 4194.364746
	Iteration 6Q: 3 clusters Score -302766.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -302976.062500 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -302976.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -303222.250000 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -303222.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -303461.125000 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -303461.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -303643.531250 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -303643.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -303749.093750 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -303749.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -303815.656250 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -303815.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -303861.656250 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -303861.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -303888.406250 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -303888.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -303908.531250 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -303908.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -303920.812500 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -303920.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -303939.062500 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -303939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -303946.062500 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -303946.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -303951.437500 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -303951.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -303957.968750 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -303958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -303959.687500 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -303959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -303961.937500 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -303961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -303963.218750 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -303963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -303962.906250 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -303962.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -303964.156250 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -303964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -303964.500000 Penalty: 4194.364746
	Iteration 26Q: 3 clusters Score -303964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -303964.375000 Penalty: 4194.364746
	Iteration 27Q: 3 clusters Score -303964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -303964.375000 Penalty: 4194.364746
	Iteration 28F: 3 clusters Score -303964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (250256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250256 members 
Entering Unmasked Estep 
Score: -20218698.000000 Penalty: 3082.699463
	Iteration 0F: 2 clusters Score -2.02187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125716 members 
Mstep: Class 2 contains 124540 members 
Entering Unmasked Estep 
Score: -20050720.000000 Penalty: 6165.398926
	Iteration 0F: 3 clusters Score -2.005072e+07 nChanged 120928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 112260 members 
Entering Unmasked Estep 
Score: -20122780.000000 Penalty: 6165.398926
	Iteration 1F: 3 clusters Score -2.012278e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -20125742.000000 Penalty: 6165.398926
	Iteration 2Q: 3 clusters Score -2.012574e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -20131568.000000 Penalty: 6165.398926
	Iteration 3F: 3 clusters Score -2.013157e+07 nChanged 17848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176089 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -20143280.000000 Penalty: 6165.398926
	Iteration 4F: 3 clusters Score -2.014328e+07 nChanged 23370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199435 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -20163440.000000 Penalty: 6165.398926
	Iteration 5F: 3 clusters Score -2.016344e+07 nChanged 24555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223990 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -20188502.000000 Penalty: 6165.398926
	Iteration 6F: 3 clusters Score -2.01885e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241351 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -20206968.000000 Penalty: 6165.398926
	Iteration 7F: 3 clusters Score -2.020697e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248160 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -20213926.000000 Penalty: 6165.398926
	Iteration 8Q: 3 clusters Score -2.021393e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249760 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20215438.000000 Penalty: 6165.398926
	Iteration 9Q: 3 clusters Score -2.021544e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250009 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20215732.000000 Penalty: 6165.398926
	Iteration 10Q: 3 clusters Score -2.021573e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250050 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20215798.000000 Penalty: 6165.398926
	Iteration 11Q: 3 clusters Score -2.02158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250059 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20215828.000000 Penalty: 6165.398926
	Iteration 12Q: 3 clusters Score -2.021583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250062 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20215852.000000 Penalty: 6165.398926
	Iteration 13Q: 3 clusters Score -2.021585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250068 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20215876.000000 Penalty: 6165.398926
	Iteration 14Q: 3 clusters Score -2.021588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250071 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20215872.000000 Penalty: 6165.398926
	Iteration 15Q: 3 clusters Score -2.021587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250072 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20215880.000000 Penalty: 6165.398926
	Iteration 16Q: 3 clusters Score -2.021588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250073 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20215872.000000 Penalty: 6165.398926
	Iteration 17Q: 3 clusters Score -2.021587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250070 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20215882.000000 Penalty: 6165.398926
	Iteration 18Q: 3 clusters Score -2.021588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250069 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20215884.000000 Penalty: 6165.398926
	Iteration 19Q: 3 clusters Score -2.021588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250068 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20215884.000000 Penalty: 6165.398926
	Iteration 20F: 3 clusters Score -2.021588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250066 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20215888.000000 Penalty: 6165.398926
	Iteration 21Q: 3 clusters Score -2.021589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250067 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20215888.000000 Penalty: 6165.398926
	Iteration 22Q: 3 clusters Score -2.021589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250069 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20215890.000000 Penalty: 6165.398926
	Iteration 23Q: 3 clusters Score -2.021589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250068 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20215898.000000 Penalty: 6165.398926
	Iteration 24Q: 3 clusters Score -2.02159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250067 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20215896.000000 Penalty: 6165.398926
	Iteration 25Q: 3 clusters Score -2.02159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250067 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20215900.000000 Penalty: 6165.398926
	Iteration 26Q: 3 clusters Score -2.02159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250068 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20215904.000000 Penalty: 6165.398926
	Iteration 27Q: 3 clusters Score -2.02159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250067 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20215914.000000 Penalty: 6165.398926
	Iteration 28Q: 3 clusters Score -2.021591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250069 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20215924.000000 Penalty: 6165.398926
	Iteration 29Q: 3 clusters Score -2.021592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250070 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20215924.000000 Penalty: 6165.398926
	Iteration 30Q: 3 clusters Score -2.021592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250071 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20215926.000000 Penalty: 6165.398926
	Iteration 31Q: 3 clusters Score -2.021593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250071 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20215926.000000 Penalty: 6165.398926
	Iteration 32F: 3 clusters Score -2.021593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Entering Unmasked Estep 
Score: -2276266.500000 Penalty: 2567.433594
	Iteration 0F: 2 clusters Score -2276266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2254836.750000 Penalty: 5134.867188
	Iteration 0F: 3 clusters Score -2254837 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2262657.000000 Penalty: 5134.867188
	Iteration 1F: 3 clusters Score -2262657 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2263371.250000 Penalty: 5134.867188
	Iteration 2F: 3 clusters Score -2263371 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2264121.000000 Penalty: 5134.867188
	Iteration 3F: 3 clusters Score -2264121 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2264873.750000 Penalty: 5134.867188
	Iteration 4F: 3 clusters Score -2264874 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2265752.750000 Penalty: 5134.867188
	Iteration 5F: 3 clusters Score -2265753 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2266628.500000 Penalty: 5134.867188
	Iteration 6F: 3 clusters Score -2266628 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2267482.750000 Penalty: 5134.867188
	Iteration 7F: 3 clusters Score -2267483 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2268348.250000 Penalty: 5134.867188
	Iteration 8Q: 3 clusters Score -2268348 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2269282.750000 Penalty: 5134.867188
	Iteration 9Q: 3 clusters Score -2269283 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2270142.750000 Penalty: 5134.867188
	Iteration 10Q: 3 clusters Score -2270143 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2270776.000000 Penalty: 5134.867188
	Iteration 11Q: 3 clusters Score -2270776 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2271203.250000 Penalty: 5134.867188
	Iteration 12Q: 3 clusters Score -2271203 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2271548.000000 Penalty: 5134.867188
	Iteration 13Q: 3 clusters Score -2271548 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2271812.000000 Penalty: 5134.867188
	Iteration 14Q: 3 clusters Score -2271812 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2272032.250000 Penalty: 5134.867188
	Iteration 15Q: 3 clusters Score -2272032 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2272239.000000 Penalty: 5134.867188
	Iteration 16Q: 3 clusters Score -2272239 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2272488.500000 Penalty: 5134.867188
	Iteration 17Q: 3 clusters Score -2272488 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2272730.750000 Penalty: 5134.867188
	Iteration 18Q: 3 clusters Score -2272731 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2272976.250000 Penalty: 5134.867188
	Iteration 19Q: 3 clusters Score -2272976 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2273161.750000 Penalty: 5134.867188
	Iteration 20F: 3 clusters Score -2273162 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2273341.500000 Penalty: 5134.867188
	Iteration 21Q: 3 clusters Score -2273342 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2273469.000000 Penalty: 5134.867188
	Iteration 22Q: 3 clusters Score -2273469 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2273595.500000 Penalty: 5134.867188
	Iteration 23Q: 3 clusters Score -2273596 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2273684.250000 Penalty: 5134.867188
	Iteration 24Q: 3 clusters Score -2273684 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2273764.500000 Penalty: 5134.867188
	Iteration 25Q: 3 clusters Score -2273764 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2273847.250000 Penalty: 5134.867188
	Iteration 26Q: 3 clusters Score -2273847 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2273932.500000 Penalty: 5134.867188
	Iteration 27Q: 3 clusters Score -2273932 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2274027.250000 Penalty: 5134.867188
	Iteration 28Q: 3 clusters Score -2274027 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2274120.250000 Penalty: 5134.867188
	Iteration 29Q: 3 clusters Score -2274120 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2274215.000000 Penalty: 5134.867188
	Iteration 30Q: 3 clusters Score -2274215 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2274289.000000 Penalty: 5134.867188
	Iteration 31Q: 3 clusters Score -2274289 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2274365.250000 Penalty: 5134.867188
	Iteration 32Q: 3 clusters Score -2274365 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2274431.750000 Penalty: 5134.867188
	Iteration 33Q: 3 clusters Score -2274432 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2274498.250000 Penalty: 5134.867188
	Iteration 34Q: 3 clusters Score -2274498 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2274572.250000 Penalty: 5134.867188
	Iteration 35Q: 3 clusters Score -2274572 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2274642.500000 Penalty: 5134.867188
	Iteration 36Q: 3 clusters Score -2274642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2274716.000000 Penalty: 5134.867188
	Iteration 37Q: 3 clusters Score -2274716 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2274796.250000 Penalty: 5134.867188
	Iteration 38Q: 3 clusters Score -2274796 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2274879.000000 Penalty: 5134.867188
	Iteration 39Q: 3 clusters Score -2274879 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2274991.000000 Penalty: 5134.867188
	Iteration 40F: 3 clusters Score -2274991 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2275098.750000 Penalty: 5134.867188
	Iteration 41Q: 3 clusters Score -2275099 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2275195.750000 Penalty: 5134.867188
	Iteration 42Q: 3 clusters Score -2275196 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2275287.500000 Penalty: 5134.867188
	Iteration 43Q: 3 clusters Score -2275288 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2275375.250000 Penalty: 5134.867188
	Iteration 44Q: 3 clusters Score -2275375 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2275429.750000 Penalty: 5134.867188
	Iteration 45Q: 3 clusters Score -2275430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2275479.500000 Penalty: 5134.867188
	Iteration 46Q: 3 clusters Score -2275480 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2275522.250000 Penalty: 5134.867188
	Iteration 47Q: 3 clusters Score -2275522 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2275552.500000 Penalty: 5134.867188
	Iteration 48Q: 3 clusters Score -2275552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2275581.500000 Penalty: 5134.867188
	Iteration 49Q: 3 clusters Score -2275582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2275590.000000 Penalty: 5134.867188
	Iteration 50Q: 3 clusters Score -2275590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2275604.750000 Penalty: 5134.867188
	Iteration 51Q: 3 clusters Score -2275605 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2275627.500000 Penalty: 5134.867188
	Iteration 52Q: 3 clusters Score -2275628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2275637.500000 Penalty: 5134.867188
	Iteration 53Q: 3 clusters Score -2275638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2275643.000000 Penalty: 5134.867188
	Iteration 54Q: 3 clusters Score -2275643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2275646.750000 Penalty: 5134.867188
	Iteration 55Q: 3 clusters Score -2275647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2275654.750000 Penalty: 5134.867188
	Iteration 56Q: 3 clusters Score -2275655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2275662.500000 Penalty: 5134.867188
	Iteration 57Q: 3 clusters Score -2275662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2275666.500000 Penalty: 5134.867188
	Iteration 58Q: 3 clusters Score -2275666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2275671.750000 Penalty: 5134.867188
	Iteration 59Q: 3 clusters Score -2275672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2275680.500000 Penalty: 5134.867188
	Iteration 60F: 3 clusters Score -2275680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2275688.000000 Penalty: 5134.867188
	Iteration 61Q: 3 clusters Score -2275688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2275687.000000 Penalty: 5134.867188
	Iteration 62Q: 3 clusters Score -2275687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2275690.000000 Penalty: 5134.867188
	Iteration 63Q: 3 clusters Score -2275690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2275688.000000 Penalty: 5134.867188
	Iteration 64Q: 3 clusters Score -2275688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2275685.500000 Penalty: 5134.867188
	Iteration 65Q: 3 clusters Score -2275686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2275687.250000 Penalty: 5134.867188
	Iteration 66Q: 3 clusters Score -2275687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2275689.500000 Penalty: 5134.867188
	Iteration 67Q: 3 clusters Score -2275690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2275692.250000 Penalty: 5134.867188
	Iteration 68Q: 3 clusters Score -2275692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2275689.250000 Penalty: 5134.867188
	Iteration 69Q: 3 clusters Score -2275689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2275688.000000 Penalty: 5134.867188
	Iteration 70Q: 3 clusters Score -2275688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2275688.000000 Penalty: 5134.867188
	Iteration 71Q: 3 clusters Score -2275688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2275686.750000 Penalty: 5134.867188
	Iteration 72Q: 3 clusters Score -2275687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2275685.750000 Penalty: 5134.867188
	Iteration 73Q: 3 clusters Score -2275686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2275686.750000 Penalty: 5134.867188
	Iteration 74Q: 3 clusters Score -2275687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2275686.250000 Penalty: 5134.867188
	Iteration 75Q: 3 clusters Score -2275686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2275688.250000 Penalty: 5134.867188
	Iteration 76Q: 3 clusters Score -2275688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2275687.500000 Penalty: 5134.867188
	Iteration 77Q: 3 clusters Score -2275688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2275688.500000 Penalty: 5134.867188
	Iteration 78Q: 3 clusters Score -2275688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2275691.000000 Penalty: 5134.867188
	Iteration 79Q: 3 clusters Score -2275691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2275692.000000 Penalty: 5134.867188
	Iteration 80F: 3 clusters Score -2275692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2275691.750000 Penalty: 5134.867188
	Iteration 81Q: 3 clusters Score -2275692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2275693.500000 Penalty: 5134.867188
	Iteration 82Q: 3 clusters Score -2275694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2275692.250000 Penalty: 5134.867188
	Iteration 83Q: 3 clusters Score -2275692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2275696.250000 Penalty: 5134.867188
	Iteration 84Q: 3 clusters Score -2275696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2275696.250000 Penalty: 5134.867188
	Iteration 85Q: 3 clusters Score -2275696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2275697.500000 Penalty: 5134.867188
	Iteration 86Q: 3 clusters Score -2275698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2275696.500000 Penalty: 5134.867188
	Iteration 87Q: 3 clusters Score -2275696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2275699.750000 Penalty: 5134.867188
	Iteration 88Q: 3 clusters Score -2275700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2275696.000000 Penalty: 5134.867188
	Iteration 89Q: 3 clusters Score -2275696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2275696.500000 Penalty: 5134.867188
	Iteration 90Q: 3 clusters Score -2275696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2275696.750000 Penalty: 5134.867188
	Iteration 91Q: 3 clusters Score -2275697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2275699.750000 Penalty: 5134.867188
	Iteration 92Q: 3 clusters Score -2275700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2275698.250000 Penalty: 5134.867188
	Iteration 93Q: 3 clusters Score -2275698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2275695.250000 Penalty: 5134.867188
	Iteration 94Q: 3 clusters Score -2275695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2275695.500000 Penalty: 5134.867188
	Iteration 95Q: 3 clusters Score -2275696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2275693.750000 Penalty: 5134.867188
	Iteration 96Q: 3 clusters Score -2275694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2275696.250000 Penalty: 5134.867188
	Iteration 97Q: 3 clusters Score -2275696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2275695.500000 Penalty: 5134.867188
	Iteration 98Q: 3 clusters Score -2275696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2275695.500000 Penalty: 5134.867188
	Iteration 99F: 3 clusters Score -2275696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -661602.687500 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -661602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -654913.375000 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -654913.4 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -656766.875000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -656766.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -657071.187500 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -657071.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -657296.687500 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -657296.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -657472.250000 Penalty: 4482.616699
	Iteration 4Q: 3 clusters Score -657472.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -657621.000000 Penalty: 4482.616699
	Iteration 5Q: 3 clusters Score -657621 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -657777.687500 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -657777.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -657930.312500 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -657930.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -658091.500000 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -658091.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -658274.062500 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -658274.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -658441.687500 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -658441.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -658583.875000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -658583.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -658742.875000 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -658742.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -658925.562500 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -658925.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -659103.125000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -659103.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -659244.750000 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -659244.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -659345.000000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -659345 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -659413.500000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -659413.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -659472.187500 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -659472.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -659515.375000 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -659515.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -659547.812500 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -659547.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -659574.187500 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -659574.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -659593.125000 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -659593.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -659603.812500 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -659603.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -659614.562500 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -659614.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -659625.437500 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -659625.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -659628.437500 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -659628.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -659632.125000 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -659632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -659635.250000 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -659635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -659635.000000 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -659635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -659635.000000 Penalty: 4482.616699
	Iteration 30F: 3 clusters Score -659635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -102686.882812 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -102686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -100369.789062 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -100369.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -100789.023438 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -100789 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -100922.500000 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -100922.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -100991.703125 Penalty: 3637.503418
	Iteration 3Q: 3 clusters Score -100991.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -101033.414062 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -101033.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -101062.531250 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -101062.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101074.546875 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -101074.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -101088.625000 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -101088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -101098.695312 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -101098.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -101106.273438 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -101106.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101114.570312 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -101114.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -101124.304688 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -101124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -101128.109375 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -101128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101130.195312 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -101130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -101134.156250 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -101134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -101136.867188 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -101136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101138.914062 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -101138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -101138.914062 Penalty: 3637.503418
	Iteration 17F: 3 clusters Score -101138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -507341.625000 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -507341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -501913.500000 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -501913.5 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -503375.781250 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -503375.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -503693.968750 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -503694 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -503978.218750 Penalty: 4344.094727
	Iteration 3F: 3 clusters Score -503978.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -504239.718750 Penalty: 4344.094727
	Iteration 4F: 3 clusters Score -504239.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -504512.281250 Penalty: 4344.094727
	Iteration 5F: 3 clusters Score -504512.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -504801.687500 Penalty: 4344.094727
	Iteration 6F: 3 clusters Score -504801.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -505060.781250 Penalty: 4344.094727
	Iteration 7F: 3 clusters Score -505060.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -505247.812500 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -505247.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -505387.281250 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -505387.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -505488.125000 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -505488.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -505573.406250 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -505573.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -505633.843750 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -505633.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -505689.000000 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -505689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -505738.531250 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -505738.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -505773.000000 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -505773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -505799.468750 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -505799.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -505825.500000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -505825.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -505849.187500 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -505849.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -505865.031250 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -505865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -505881.250000 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -505881.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -505894.593750 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -505894.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -505900.656250 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -505900.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -505908.937500 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -505908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -505913.500000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -505913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -505918.406250 Penalty: 4344.094727
	Iteration 25Q: 3 clusters Score -505918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -505922.968750 Penalty: 4344.094727
	Iteration 26Q: 3 clusters Score -505923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -505927.343750 Penalty: 4344.094727
	Iteration 27Q: 3 clusters Score -505927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -505928.750000 Penalty: 4344.094727
	Iteration 28Q: 3 clusters Score -505928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -505928.906250 Penalty: 4344.094727
	Iteration 29Q: 3 clusters Score -505928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -505929.906250 Penalty: 4344.094727
	Iteration 30Q: 3 clusters Score -505929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -505930.125000 Penalty: 4344.094727
	Iteration 31Q: 3 clusters Score -505930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -505930.281250 Penalty: 4344.094727
	Iteration 32Q: 3 clusters Score -505930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -505930.312500 Penalty: 4344.094727
	Iteration 33Q: 3 clusters Score -505930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -505931.937500 Penalty: 4344.094727
	Iteration 34Q: 3 clusters Score -505931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -505933.906250 Penalty: 4344.094727
	Iteration 35Q: 3 clusters Score -505933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -505937.375000 Penalty: 4344.094727
	Iteration 36Q: 3 clusters Score -505937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -505938.218750 Penalty: 4344.094727
	Iteration 37Q: 3 clusters Score -505938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -505938.937500 Penalty: 4344.094727
	Iteration 38Q: 3 clusters Score -505938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -505939.250000 Penalty: 4344.094727
	Iteration 39Q: 3 clusters Score -505939.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -505939.250000 Penalty: 4344.094727
	Iteration 40F: 3 clusters Score -505939.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -253326.875000 Penalty: 2012.723389
	Iteration 0F: 2 clusters Score -253326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -249893.281250 Penalty: 4025.446777
	Iteration 0F: 3 clusters Score -249893.3 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -250624.984375 Penalty: 4025.446777
	Iteration 1F: 3 clusters Score -250625 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -250791.031250 Penalty: 4025.446777
	Iteration 2F: 3 clusters Score -250791 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -250873.906250 Penalty: 4025.446777
	Iteration 3Q: 3 clusters Score -250873.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -250928.921875 Penalty: 4025.446777
	Iteration 4Q: 3 clusters Score -250928.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -250969.328125 Penalty: 4025.446777
	Iteration 5Q: 3 clusters Score -250969.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -251004.000000 Penalty: 4025.446777
	Iteration 6Q: 3 clusters Score -251004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -251035.906250 Penalty: 4025.446777
	Iteration 7Q: 3 clusters Score -251035.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -251063.953125 Penalty: 4025.446777
	Iteration 8Q: 3 clusters Score -251064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -251095.187500 Penalty: 4025.446777
	Iteration 9Q: 3 clusters Score -251095.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -251127.468750 Penalty: 4025.446777
	Iteration 10Q: 3 clusters Score -251127.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -251162.203125 Penalty: 4025.446777
	Iteration 11Q: 3 clusters Score -251162.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -251212.390625 Penalty: 4025.446777
	Iteration 12Q: 3 clusters Score -251212.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -251301.156250 Penalty: 4025.446777
	Iteration 13Q: 3 clusters Score -251301.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -251401.453125 Penalty: 4025.446777
	Iteration 14Q: 3 clusters Score -251401.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -251545.718750 Penalty: 4025.446777
	Iteration 15Q: 3 clusters Score -251545.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -251717.578125 Penalty: 4025.446777
	Iteration 16Q: 3 clusters Score -251717.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -251835.906250 Penalty: 4025.446777
	Iteration 17Q: 3 clusters Score -251835.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -251907.218750 Penalty: 4025.446777
	Iteration 18Q: 3 clusters Score -251907.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -251962.703125 Penalty: 4025.446777
	Iteration 19Q: 3 clusters Score -251962.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -252004.234375 Penalty: 4025.446777
	Iteration 20F: 3 clusters Score -252004.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -252039.265625 Penalty: 4025.446777
	Iteration 21Q: 3 clusters Score -252039.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -252063.578125 Penalty: 4025.446777
	Iteration 22Q: 3 clusters Score -252063.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -252087.125000 Penalty: 4025.446777
	Iteration 23Q: 3 clusters Score -252087.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -252103.718750 Penalty: 4025.446777
	Iteration 24Q: 3 clusters Score -252103.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -252126.312500 Penalty: 4025.446777
	Iteration 25Q: 3 clusters Score -252126.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -252140.140625 Penalty: 4025.446777
	Iteration 26Q: 3 clusters Score -252140.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -252158.671875 Penalty: 4025.446777
	Iteration 27Q: 3 clusters Score -252158.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -252179.156250 Penalty: 4025.446777
	Iteration 28Q: 3 clusters Score -252179.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -252194.421875 Penalty: 4025.446777
	Iteration 29Q: 3 clusters Score -252194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -252210.500000 Penalty: 4025.446777
	Iteration 30Q: 3 clusters Score -252210.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -252227.000000 Penalty: 4025.446777
	Iteration 31Q: 3 clusters Score -252227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -252242.187500 Penalty: 4025.446777
	Iteration 32Q: 3 clusters Score -252242.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -252260.000000 Penalty: 4025.446777
	Iteration 33Q: 3 clusters Score -252260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -252286.796875 Penalty: 4025.446777
	Iteration 34Q: 3 clusters Score -252286.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -252323.390625 Penalty: 4025.446777
	Iteration 35Q: 3 clusters Score -252323.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -252377.000000 Penalty: 4025.446777
	Iteration 36Q: 3 clusters Score -252377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -252421.812500 Penalty: 4025.446777
	Iteration 37Q: 3 clusters Score -252421.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -252472.125000 Penalty: 4025.446777
	Iteration 38Q: 3 clusters Score -252472.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -252520.406250 Penalty: 4025.446777
	Iteration 39Q: 3 clusters Score -252520.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -252579.593750 Penalty: 4025.446777
	Iteration 40F: 3 clusters Score -252579.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -252637.750000 Penalty: 4025.446777
	Iteration 41Q: 3 clusters Score -252637.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -252710.343750 Penalty: 4025.446777
	Iteration 42Q: 3 clusters Score -252710.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -252815.953125 Penalty: 4025.446777
	Iteration 43Q: 3 clusters Score -252816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -252943.031250 Penalty: 4025.446777
	Iteration 44Q: 3 clusters Score -252943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -253098.937500 Penalty: 4025.446777
	Iteration 45Q: 3 clusters Score -253098.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -253168.046875 Penalty: 4025.446777
	Iteration 46Q: 3 clusters Score -253168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -253182.671875 Penalty: 4025.446777
	Iteration 47Q: 3 clusters Score -253182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -253183.296875 Penalty: 4025.446777
	Iteration 48Q: 3 clusters Score -253183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -253183.296875 Penalty: 4025.446777
	Iteration 49F: 3 clusters Score -253183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -141519.250000 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -141519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -138979.500000 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -138979.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -139427.531250 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -139427.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -139546.765625 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -139546.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -139611.312500 Penalty: 3744.083740
	Iteration 3Q: 3 clusters Score -139611.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -139652.234375 Penalty: 3744.083740
	Iteration 4Q: 3 clusters Score -139652.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -139690.109375 Penalty: 3744.083740
	Iteration 5Q: 3 clusters Score -139690.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -139737.546875 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -139737.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -139789.468750 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -139789.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -139840.218750 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -139840.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -139887.562500 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -139887.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -139922.593750 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -139922.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -139947.531250 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -139947.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -139966.453125 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -139966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -139978.578125 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -139978.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -139992.562500 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -139992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140000.656250 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -140000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -140015.046875 Penalty: 3744.083740
	Iteration 16Q: 3 clusters Score -140015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -140031.312500 Penalty: 3744.083740
	Iteration 17Q: 3 clusters Score -140031.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140044.656250 Penalty: 3744.083740
	Iteration 18Q: 3 clusters Score -140044.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140057.296875 Penalty: 3744.083740
	Iteration 19Q: 3 clusters Score -140057.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -140068.546875 Penalty: 3744.083740
	Iteration 20F: 3 clusters Score -140068.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140082.078125 Penalty: 3744.083740
	Iteration 21Q: 3 clusters Score -140082.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -140096.875000 Penalty: 3744.083740
	Iteration 22Q: 3 clusters Score -140096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140102.000000 Penalty: 3744.083740
	Iteration 23Q: 3 clusters Score -140102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -140104.828125 Penalty: 3744.083740
	Iteration 24Q: 3 clusters Score -140104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140106.125000 Penalty: 3744.083740
	Iteration 25Q: 3 clusters Score -140106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140107.765625 Penalty: 3744.083740
	Iteration 26Q: 3 clusters Score -140107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -140110.765625 Penalty: 3744.083740
	Iteration 27Q: 3 clusters Score -140110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -140112.015625 Penalty: 3744.083740
	Iteration 28Q: 3 clusters Score -140112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140113.265625 Penalty: 3744.083740
	Iteration 29Q: 3 clusters Score -140113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -140114.578125 Penalty: 3744.083740
	Iteration 30Q: 3 clusters Score -140114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140115.453125 Penalty: 3744.083740
	Iteration 31Q: 3 clusters Score -140115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140115.453125 Penalty: 3744.083740
	Iteration 32F: 3 clusters Score -140115.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -85056.734375 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -85056.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -83038.031250 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -83038.03 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83340.492188 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -83340.49 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83426.531250 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -83426.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83456.578125 Penalty: 3495.999756
	Iteration 3Q: 3 clusters Score -83456.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83483.156250 Penalty: 3495.999756
	Iteration 4Q: 3 clusters Score -83483.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -83495.375000 Penalty: 3495.999756
	Iteration 5Q: 3 clusters Score -83495.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83505.265625 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -83505.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -83511.585938 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -83511.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -83516.460938 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -83516.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83519.484375 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -83519.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83519.484375 Penalty: 3495.999756
	Iteration 10F: 3 clusters Score -83519.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Entering Unmasked Estep 
Score: -1632096.375000 Penalty: 2452.266357
	Iteration 0F: 2 clusters Score -1632096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1618229.875000 Penalty: 4904.532715
	Iteration 0F: 3 clusters Score -1618230 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1622851.500000 Penalty: 4904.532715
	Iteration 1F: 3 clusters Score -1622852 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1623201.000000 Penalty: 4904.532715
	Iteration 2F: 3 clusters Score -1623201 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1623481.750000 Penalty: 4904.532715
	Iteration 3Q: 3 clusters Score -1623482 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1623699.500000 Penalty: 4904.532715
	Iteration 4Q: 3 clusters Score -1623700 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1623880.500000 Penalty: 4904.532715
	Iteration 5Q: 3 clusters Score -1623880 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1624046.000000 Penalty: 4904.532715
	Iteration 6Q: 3 clusters Score -1624046 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1624206.625000 Penalty: 4904.532715
	Iteration 7Q: 3 clusters Score -1624207 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1624375.625000 Penalty: 4904.532715
	Iteration 8Q: 3 clusters Score -1624376 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1624541.500000 Penalty: 4904.532715
	Iteration 9Q: 3 clusters Score -1624542 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1624752.125000 Penalty: 4904.532715
	Iteration 10Q: 3 clusters Score -1624752 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1625017.625000 Penalty: 4904.532715
	Iteration 11Q: 3 clusters Score -1625018 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1625352.250000 Penalty: 4904.532715
	Iteration 12Q: 3 clusters Score -1625352 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1625794.875000 Penalty: 4904.532715
	Iteration 13Q: 3 clusters Score -1625795 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1626387.375000 Penalty: 4904.532715
	Iteration 14Q: 3 clusters Score -1626387 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1627112.375000 Penalty: 4904.532715
	Iteration 15F: 3 clusters Score -1627112 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1627843.125000 Penalty: 4904.532715
	Iteration 16F: 3 clusters Score -1627843 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1628453.250000 Penalty: 4904.532715
	Iteration 17Q: 3 clusters Score -1628453 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1628949.875000 Penalty: 4904.532715
	Iteration 18Q: 3 clusters Score -1628950 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1629287.750000 Penalty: 4904.532715
	Iteration 19Q: 3 clusters Score -1629288 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1629516.375000 Penalty: 4904.532715
	Iteration 20F: 3 clusters Score -1629516 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1629684.250000 Penalty: 4904.532715
	Iteration 21Q: 3 clusters Score -1629684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1629780.625000 Penalty: 4904.532715
	Iteration 22Q: 3 clusters Score -1629781 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1629843.375000 Penalty: 4904.532715
	Iteration 23Q: 3 clusters Score -1629843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1629898.375000 Penalty: 4904.532715
	Iteration 24Q: 3 clusters Score -1629898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1629931.500000 Penalty: 4904.532715
	Iteration 25Q: 3 clusters Score -1629932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1629952.375000 Penalty: 4904.532715
	Iteration 26Q: 3 clusters Score -1629952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1629961.500000 Penalty: 4904.532715
	Iteration 27Q: 3 clusters Score -1629962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1629969.125000 Penalty: 4904.532715
	Iteration 28Q: 3 clusters Score -1629969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1629978.875000 Penalty: 4904.532715
	Iteration 29Q: 3 clusters Score -1629979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1629988.125000 Penalty: 4904.532715
	Iteration 30Q: 3 clusters Score -1629988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1629993.250000 Penalty: 4904.532715
	Iteration 31Q: 3 clusters Score -1629993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1629995.125000 Penalty: 4904.532715
	Iteration 32Q: 3 clusters Score -1629995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1629998.875000 Penalty: 4904.532715
	Iteration 33Q: 3 clusters Score -1629999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1629996.625000 Penalty: 4904.532715
	Iteration 34Q: 3 clusters Score -1629997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1629997.750000 Penalty: 4904.532715
	Iteration 35Q: 3 clusters Score -1629998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1629998.000000 Penalty: 4904.532715
	Iteration 36Q: 3 clusters Score -1629998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1630003.000000 Penalty: 4904.532715
	Iteration 37Q: 3 clusters Score -1630003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1630007.250000 Penalty: 4904.532715
	Iteration 38Q: 3 clusters Score -1630007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1630008.500000 Penalty: 4904.532715
	Iteration 39Q: 3 clusters Score -1630008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1630011.250000 Penalty: 4904.532715
	Iteration 40F: 3 clusters Score -1630011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1630013.500000 Penalty: 4904.532715
	Iteration 41Q: 3 clusters Score -1630014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1630013.375000 Penalty: 4904.532715
	Iteration 42Q: 3 clusters Score -1630013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1630013.125000 Penalty: 4904.532715
	Iteration 43Q: 3 clusters Score -1630013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1630016.125000 Penalty: 4904.532715
	Iteration 44Q: 3 clusters Score -1630016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1630016.875000 Penalty: 4904.532715
	Iteration 45Q: 3 clusters Score -1630017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1630016.875000 Penalty: 4904.532715
	Iteration 46F: 3 clusters Score -1630017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (162483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Entering Unmasked Estep 
Score: -13238509.000000 Penalty: 2975.585449
	Iteration 0F: 2 clusters Score -1.323851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -13129462.000000 Penalty: 5951.170898
	Iteration 0F: 3 clusters Score -1.312946e+07 nChanged 77928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -13174199.000000 Penalty: 5951.170898
	Iteration 1F: 3 clusters Score -1.31742e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -13174865.000000 Penalty: 5951.170898
	Iteration 2Q: 3 clusters Score -1.317486e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -13175718.000000 Penalty: 5951.170898
	Iteration 3Q: 3 clusters Score -1.317572e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76653 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -13176807.000000 Penalty: 5951.170898
	Iteration 4Q: 3 clusters Score -1.317681e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -13178314.000000 Penalty: 5951.170898
	Iteration 5Q: 3 clusters Score -1.317831e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -13180509.000000 Penalty: 5951.170898
	Iteration 6Q: 3 clusters Score -1.318051e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 99327 members 
Entering Unmasked Estep 
Score: -13184191.000000 Penalty: 5951.170898
	Iteration 7Q: 3 clusters Score -1.318419e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -13189887.000000 Penalty: 5951.170898
	Iteration 8F: 3 clusters Score -1.318989e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
Score: -13197980.000000 Penalty: 5951.170898
	Iteration 9F: 3 clusters Score -1.319798e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 129880 members 
Entering Unmasked Estep 
Score: -13208050.000000 Penalty: 5951.170898
	Iteration 10F: 3 clusters Score -1.320805e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 140357 members 
Entering Unmasked Estep 
Score: -13217489.000000 Penalty: 5951.170898
	Iteration 11F: 3 clusters Score -1.321749e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 148381 members 
Entering Unmasked Estep 
Score: -13224882.000000 Penalty: 5951.170898
	Iteration 12Q: 3 clusters Score -1.322488e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 153546 members 
Entering Unmasked Estep 
Score: -13229568.000000 Penalty: 5951.170898
	Iteration 13Q: 3 clusters Score -1.322957e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 156576 members 
Entering Unmasked Estep 
Score: -13232182.000000 Penalty: 5951.170898
	Iteration 14Q: 3 clusters Score -1.323218e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 158463 members 
Entering Unmasked Estep 
Score: -13233680.000000 Penalty: 5951.170898
	Iteration 15Q: 3 clusters Score -1.323368e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -13234580.000000 Penalty: 5951.170898
	Iteration 16Q: 3 clusters Score -1.323458e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -13235127.000000 Penalty: 5951.170898
	Iteration 17Q: 3 clusters Score -1.323513e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -13235400.000000 Penalty: 5951.170898
	Iteration 18Q: 3 clusters Score -1.32354e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -13235607.000000 Penalty: 5951.170898
	Iteration 19Q: 3 clusters Score -1.323561e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 161181 members 
Entering Unmasked Estep 
Score: -13235728.000000 Penalty: 5951.170898
	Iteration 20F: 3 clusters Score -1.323573e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 161290 members 
Entering Unmasked Estep 
Score: -13235769.000000 Penalty: 5951.170898
	Iteration 21Q: 3 clusters Score -1.323577e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -13235836.000000 Penalty: 5951.170898
	Iteration 22Q: 3 clusters Score -1.323584e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 161440 members 
Entering Unmasked Estep 
Score: -13235867.000000 Penalty: 5951.170898
	Iteration 23Q: 3 clusters Score -1.323587e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 161491 members 
Entering Unmasked Estep 
Score: -13235909.000000 Penalty: 5951.170898
	Iteration 24Q: 3 clusters Score -1.323591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 161532 members 
Entering Unmasked Estep 
Score: -13235942.000000 Penalty: 5951.170898
	Iteration 25Q: 3 clusters Score -1.323594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 161564 members 
Entering Unmasked Estep 
Score: -13235951.000000 Penalty: 5951.170898
	Iteration 26Q: 3 clusters Score -1.323595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 161601 members 
Entering Unmasked Estep 
Score: -13235971.000000 Penalty: 5951.170898
	Iteration 27Q: 3 clusters Score -1.323597e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 161624 members 
Entering Unmasked Estep 
Score: -13235990.000000 Penalty: 5951.170898
	Iteration 28Q: 3 clusters Score -1.323599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -13236005.000000 Penalty: 5951.170898
	Iteration 29Q: 3 clusters Score -1.3236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -13236004.000000 Penalty: 5951.170898
	Iteration 30Q: 3 clusters Score -1.3236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 161677 members 
Entering Unmasked Estep 
Score: -13236015.000000 Penalty: 5951.170898
	Iteration 31Q: 3 clusters Score -1.323602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 161682 members 
Entering Unmasked Estep 
Score: -13236026.000000 Penalty: 5951.170898
	Iteration 32Q: 3 clusters Score -1.323603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 161685 members 
Entering Unmasked Estep 
Score: -13236030.000000 Penalty: 5951.170898
	Iteration 33Q: 3 clusters Score -1.323603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 161691 members 
Entering Unmasked Estep 
Score: -13236030.000000 Penalty: 5951.170898
	Iteration 34Q: 3 clusters Score -1.323603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 161695 members 
Entering Unmasked Estep 
Score: -13236038.000000 Penalty: 5951.170898
	Iteration 35Q: 3 clusters Score -1.323604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 161698 members 
Entering Unmasked Estep 
Score: -13236038.000000 Penalty: 5951.170898
	Iteration 36Q: 3 clusters Score -1.323604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -13236035.000000 Penalty: 5951.170898
	Iteration 37Q: 3 clusters Score -1.323604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -13236035.000000 Penalty: 5951.170898
	Iteration 38F: 3 clusters Score -1.323604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Entering Unmasked Estep 
Score: -266475.625000 Penalty: 2018.219116
	Iteration 0F: 2 clusters Score -266475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -262897.031250 Penalty: 4036.438232
	Iteration 0F: 3 clusters Score -262897 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -263727.250000 Penalty: 4036.438232
	Iteration 1F: 3 clusters Score -263727.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -263948.062500 Penalty: 4036.438232
	Iteration 2F: 3 clusters Score -263948.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -264098.281250 Penalty: 4036.438232
	Iteration 3F: 3 clusters Score -264098.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -264209.843750 Penalty: 4036.438232
	Iteration 4Q: 3 clusters Score -264209.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -264296.062500 Penalty: 4036.438232
	Iteration 5Q: 3 clusters Score -264296.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -264373.062500 Penalty: 4036.438232
	Iteration 6Q: 3 clusters Score -264373.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -264425.218750 Penalty: 4036.438232
	Iteration 7Q: 3 clusters Score -264425.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -264473.031250 Penalty: 4036.438232
	Iteration 8Q: 3 clusters Score -264473 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -264519.031250 Penalty: 4036.438232
	Iteration 9Q: 3 clusters Score -264519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -264552.656250 Penalty: 4036.438232
	Iteration 10Q: 3 clusters Score -264552.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264585.968750 Penalty: 4036.438232
	Iteration 11Q: 3 clusters Score -264586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -264618.093750 Penalty: 4036.438232
	Iteration 12Q: 3 clusters Score -264618.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -264651.062500 Penalty: 4036.438232
	Iteration 13Q: 3 clusters Score -264651.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -264677.687500 Penalty: 4036.438232
	Iteration 14Q: 3 clusters Score -264677.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264709.343750 Penalty: 4036.438232
	Iteration 15Q: 3 clusters Score -264709.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -264739.031250 Penalty: 4036.438232
	Iteration 16Q: 3 clusters Score -264739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264762.500000 Penalty: 4036.438232
	Iteration 17Q: 3 clusters Score -264762.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -264777.625000 Penalty: 4036.438232
	Iteration 18Q: 3 clusters Score -264777.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -264788.562500 Penalty: 4036.438232
	Iteration 19Q: 3 clusters Score -264788.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -264798.375000 Penalty: 4036.438232
	Iteration 20F: 3 clusters Score -264798.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264810.031250 Penalty: 4036.438232
	Iteration 21Q: 3 clusters Score -264810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -264817.875000 Penalty: 4036.438232
	Iteration 22Q: 3 clusters Score -264817.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264825.218750 Penalty: 4036.438232
	Iteration 23Q: 3 clusters Score -264825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -264828.562500 Penalty: 4036.438232
	Iteration 24Q: 3 clusters Score -264828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264831.187500 Penalty: 4036.438232
	Iteration 25Q: 3 clusters Score -264831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264831.500000 Penalty: 4036.438232
	Iteration 26Q: 3 clusters Score -264831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264832.125000 Penalty: 4036.438232
	Iteration 27Q: 3 clusters Score -264832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264832.125000 Penalty: 4036.438232
	Iteration 28F: 3 clusters Score -264832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -49273.902344 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -49273.9 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 408 members 
Entering Unmasked Estep 
Score: -47484.089844 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -47484.09 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47761.886719 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -47761.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -47852.359375 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -47852.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47912.128906 Penalty: 3335.020996
	Iteration 3Q: 3 clusters Score -47912.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47952.144531 Penalty: 3335.020996
	Iteration 4Q: 3 clusters Score -47952.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47976.429688 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -47976.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -47989.507812 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -47989.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47999.917969 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -47999.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -48003.214844 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -48003.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -48004.460938 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -48004.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -48008.046875 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -48008.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -48008.046875 Penalty: 3335.020996
	Iteration 11F: 3 clusters Score -48008.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Entering Unmasked Estep 
Score: -2374923.250000 Penalty: 2544.612061
	Iteration 0F: 2 clusters Score -2374923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2355465.500000 Penalty: 5089.224121
	Iteration 0F: 3 clusters Score -2355466 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2362258.000000 Penalty: 5089.224121
	Iteration 1F: 3 clusters Score -2362258 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2362695.750000 Penalty: 5089.224121
	Iteration 2Q: 3 clusters Score -2362696 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2363198.000000 Penalty: 5089.224121
	Iteration 3Q: 3 clusters Score -2363198 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2363794.250000 Penalty: 5089.224121
	Iteration 4Q: 3 clusters Score -2363794 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2364587.500000 Penalty: 5089.224121
	Iteration 5F: 3 clusters Score -2364588 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2365759.750000 Penalty: 5089.224121
	Iteration 6F: 3 clusters Score -2365760 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2367474.750000 Penalty: 5089.224121
	Iteration 7F: 3 clusters Score -2367475 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2369486.250000 Penalty: 5089.224121
	Iteration 8F: 3 clusters Score -2369486 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2371122.000000 Penalty: 5089.224121
	Iteration 9F: 3 clusters Score -2371122 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2372013.000000 Penalty: 5089.224121
	Iteration 10Q: 3 clusters Score -2372013 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2372378.000000 Penalty: 5089.224121
	Iteration 11Q: 3 clusters Score -2372378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2372531.750000 Penalty: 5089.224121
	Iteration 12Q: 3 clusters Score -2372532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2372599.750000 Penalty: 5089.224121
	Iteration 13Q: 3 clusters Score -2372600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2372648.000000 Penalty: 5089.224121
	Iteration 14Q: 3 clusters Score -2372648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2372676.750000 Penalty: 5089.224121
	Iteration 15Q: 3 clusters Score -2372677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2372693.000000 Penalty: 5089.224121
	Iteration 16Q: 3 clusters Score -2372693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2372701.750000 Penalty: 5089.224121
	Iteration 17Q: 3 clusters Score -2372702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2372709.500000 Penalty: 5089.224121
	Iteration 18Q: 3 clusters Score -2372710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2372711.250000 Penalty: 5089.224121
	Iteration 19Q: 3 clusters Score -2372711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2372716.750000 Penalty: 5089.224121
	Iteration 20F: 3 clusters Score -2372717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2372717.750000 Penalty: 5089.224121
	Iteration 21Q: 3 clusters Score -2372718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2372717.750000 Penalty: 5089.224121
	Iteration 22F: 3 clusters Score -2372718 nChanged 0
25->37 Clusters: Score -142800496.000000, best is -142806144.000000

Main iterations: 1758 (time per=22911.376120ms)
Total iterations: 80107 (time per=502.804989ms)
Iterations metric 2: 7025833541632.000000 (time per=5.732871ns)
Iterations metric 3: 210777147441152.000000 (time per=191.093768ps)

That took 40278.199219 seconds.
